diff --git a/.copier-answers.yml b/.copier-answers.yml new file mode 100644 index 00000000..4238a816 --- /dev/null +++ b/.copier-answers.yml @@ -0,0 +1,12 @@ +# Changes here will be overwritten by Copier; NEVER EDIT MANUALLY +_commit: 2024.08.19 +_src_path: gh:scientific-python/cookie +backend: hatch +email: alujan@jhu.edu +full_name: Alan Lujan +license: MIT +org: alanlujan91 +project_name: SequentialEGM +project_short_description: A great package. +url: https://github.com/alanlujan91/SequentialEGM +vcs: true diff --git a/.git_archival.txt b/.git_archival.txt new file mode 100644 index 00000000..7c510094 --- /dev/null +++ b/.git_archival.txt @@ -0,0 +1,3 @@ +node: $Format:%H$ +node-date: $Format:%cI$ +describe-name: $Format:%(describe:tags=true,match=*[0-9]*)$ diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 00000000..00a7b00c --- /dev/null +++ b/.gitattributes @@ -0,0 +1 @@ +.git_archival.txt export-subst diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md index f8f46d46..62f89d93 100644 --- a/.github/CONTRIBUTING.md +++ b/.github/CONTRIBUTING.md @@ -45,7 +45,7 @@ py -m venv .venv py -m install -v -e .[dev] ``` -# Post setup +# Pre-commit You should prepare pre-commit, which will help you by checking that commits pass required checks: @@ -87,15 +87,3 @@ You can see a preview with: ```bash nox -s docs -- --serve ``` - -# Pre-commit - -This project uses pre-commit for all style checking. While you can run it with -nox, this is such an important tool that it deserves to be installed on its own. -Install pre-commit and run: - -```bash -pre-commit run -a -``` - -to check all files. diff --git a/.github/release.yml b/.github/release.yml new file mode 100644 index 00000000..9d1e0987 --- /dev/null +++ b/.github/release.yml @@ -0,0 +1,5 @@ +changelog: + exclude: + authors: + - dependabot + - pre-commit-ci diff --git a/.github/workflows/cd.yml b/.github/workflows/cd.yml index 6ea4db96..efc7d061 100644 --- a/.github/workflows/cd.yml +++ b/.github/workflows/cd.yml @@ -15,6 +15,8 @@ concurrency: cancel-in-progress: true env: + # Many color libraries just need this to be set to any value, but at least + # one distinguishes color depth, where "3" -> "256-bit color". FORCE_COLOR: 3 jobs: @@ -35,6 +37,8 @@ jobs: environment: pypi permissions: id-token: write + attestations: write + contents: read runs-on: ubuntu-latest if: github.event_name == 'release' && github.event.action == 'published' @@ -44,8 +48,12 @@ jobs: name: Packages path: dist + - name: Generate artifact attestation for sdist and wheel + uses: actions/attest-build-provenance@v1.4.1 + with: + subject-path: "dist/*" + - uses: pypa/gh-action-pypi-publish@release/v1 - if: github.event_name == 'release' && github.event.action == 'published' with: # Remember to tell (test-)pypi about this repo before publishing # Remove this line to publish to PyPI diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 2fc41f58..98cc7c24 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -12,6 +12,8 @@ concurrency: cancel-in-progress: true env: + # Many color libraries just need this to be set to any value, but at least + # one distinguishes color depth, where "3" -> "256-bit color". FORCE_COLOR: 3 jobs: @@ -29,9 +31,7 @@ jobs: with: extra_args: --hook-stage manual --all-files - name: Run PyLint - run: | - echo "::add-matcher::$GITHUB_WORKSPACE/.github/matchers/pylint.json" - pipx run nox -s pylint + run: pipx run nox -s pylint -- --output-format=github checks: name: Check Python ${{ matrix.python-version }} on ${{ matrix.runs-on }} @@ -40,11 +40,11 @@ jobs: strategy: fail-fast: false matrix: - python-version: ["3.8", "3.12"] - runs-on: [ubuntu-latest, macos-latest, windows-latest] + python-version: ["3.8", "3.13"] + runs-on: [ubuntu-latest, windows-latest, macos-14] include: - - python-version: pypy-3.10 + - python-version: "pypy-3.10" runs-on: ubuntu-latest steps: @@ -66,4 +66,6 @@ jobs: --durations=20 - name: Upload coverage report - uses: codecov/codecov-action@v4.0.2 + uses: codecov/codecov-action@v4.5.0 + with: + token: ${{ secrets.CODECOV_TOKEN }} diff --git a/.github/workflows/deploy.yml b/.github/workflows/deploy.yml new file mode 100644 index 00000000..1b37e69d --- /dev/null +++ b/.github/workflows/deploy.yml @@ -0,0 +1,46 @@ +# This file was created automatically with `myst init --gh-pages` 🪄 💚 + +name: MyST GitHub Pages Deploy +on: + push: + # Runs on pushes targeting the default branch + branches: [main] +env: + # `BASE_URL` determines the website is served from, including CSS & JS assets + # You may need to change this to `BASE_URL: ''` + BASE_URL: /${{ github.event.repository.name }} + +# Sets permissions of the GITHUB_TOKEN to allow deployment to GitHub Pages +permissions: + contents: read + pages: write + id-token: write +# Allow only one concurrent deployment, skipping runs queued between the run in-progress and latest queued. +# However, do NOT cancel in-progress runs as we want to allow these production deployments to complete. +concurrency: + group: "pages" + cancel-in-progress: false +jobs: + deploy: + environment: + name: github-pages + url: ${{ steps.deployment.outputs.page_url }} + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + - name: Setup Pages + uses: actions/configure-pages@v3 + - uses: actions/setup-node@v4 + with: + node-version: 18.x + - name: Install MyST Markdown + run: npm install -g mystmd + - name: Build HTML Assets + run: myst build --html + - name: Upload artifact + uses: actions/upload-pages-artifact@v1 + with: + path: "./_build/html" + - name: Deploy to GitHub Pages + id: deployment + uses: actions/deploy-pages@v2 diff --git a/.gitignore b/.gitignore index 3810c935..7578f0d0 100644 --- a/.gitignore +++ b/.gitignore @@ -138,7 +138,7 @@ dmypy.json cython_debug/ # setuptools_scm -code/*/_version.py +src/*/_version.py # ruff @@ -157,6 +157,5 @@ Thumbs.db *~ *.swp -*_build -*_pdf_logs -*_pdf_tex +# MyST build outputs +_build diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index c4d1debe..6f2d26d3 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -2,12 +2,14 @@ ci: autoupdate_commit_msg: "chore: update pre-commit hooks" autofix_commit_msg: "style: pre-commit fixes" +exclude: ^.cruft.json|.copier-answers.yml$ + repos: - repo: https://github.com/adamchainz/blacken-docs - rev: "1.16.0" + rev: "1.18.0" hooks: - id: blacken-docs - additional_dependencies: [black==23.*] + additional_dependencies: [black==24.*] - repo: https://github.com/pre-commit/pre-commit-hooks rev: "v4.6.0" @@ -32,38 +34,38 @@ repos: - id: rst-directive-colons - id: rst-inline-touching-normal - - repo: https://github.com/pre-commit/mirrors-prettier - rev: "v4.0.0-alpha.8" + - repo: https://github.com/rbubley/mirrors-prettier + rev: "v3.3.3" hooks: - id: prettier types_or: [yaml, html, css, scss, javascript, json] args: [--prose-wrap=always] - repo: https://github.com/astral-sh/ruff-pre-commit - rev: "v0.4.10" + rev: "v0.6.1" hooks: - id: ruff args: ["--fix", "--show-fixes"] - id: ruff-format - # - repo: https://github.com/pre-commit/mirrors-mypy - # rev: "v1.8.0" - # hooks: - # - id: mypy - # files: code|tests - # args: [] - # additional_dependencies: - # - pytest + - repo: https://github.com/pre-commit/mirrors-mypy + rev: "v1.11.1" + hooks: + - id: mypy + files: src|tests + args: [] + additional_dependencies: + - pytest - # - repo: https://github.com/codespell-project/codespell - # rev: "v2.2.6" - # hooks: - # - id: codespell + - repo: https://github.com/codespell-project/codespell + rev: "v2.3.0" + hooks: + - id: codespell - # - repo: https://github.com/shellcheck-py/shellcheck-py - # rev: "v0.9.0.6" - # hooks: - # - id: shellcheck + - repo: https://github.com/shellcheck-py/shellcheck-py + rev: "v0.10.0.1" + hooks: + - id: shellcheck - repo: local hooks: @@ -74,13 +76,13 @@ repos: exclude: .pre-commit-config.yaml - repo: https://github.com/abravalheri/validate-pyproject - rev: "v0.18" + rev: "v0.19" hooks: - id: validate-pyproject additional_dependencies: ["validate-pyproject-schema-store[all]"] - repo: https://github.com/python-jsonschema/check-jsonschema - rev: "0.28.5" + rev: "0.29.1" hooks: - id: check-dependabot - id: check-github-workflows diff --git a/.readthedocs.yaml b/.readthedocs.yaml new file mode 100644 index 00000000..67c194c8 --- /dev/null +++ b/.readthedocs.yaml @@ -0,0 +1,17 @@ +# Read the Docs configuration file +# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details + +version: 2 + +build: + os: ubuntu-22.04 + tools: + python: "3.12" + commands: + - asdf plugin add uv + - asdf install uv latest + - asdf global uv latest + - uv venv + - uv pip install .[docs] + - .venv/bin/python -m sphinx -T -b html -d docs/_build/doctrees -D + language=en docs $READTHEDOCS_OUTPUT/html diff --git a/README.md b/README.md index 35dafcab..09faf06e 100644 --- a/README.md +++ b/README.md @@ -1,14 +1,4 @@ ---- -title: "EGMⁿ: The Sequential Endogenous Grid Method" -author: "Alan Lujan" -date: 2023/02/15 ---- - -# EGMⁿ: The Sequential Endogenous Grid Method - -## Abstract - -Heterogeneous agent models with multiple decisions are often solved using inefficient grid search methods that require a large number of points and are time intensive. This paper provides a novel method for solving such models using an extension of the endogenous grid method (EGM) that uses Gaussian Process Regression (GPR) to interpolate functions on unstructured grids. First, separating models into smaller, sequential problems allows the problems to be more tractable and easily analyzed. Second, using an exogenous grid of post-decision states and solving for an endogenous grid of pre-decision states that obey a first order condition greatly speeds up the solution process. Third, since the resulting endogenous grid can often be curvilinear at best and unstructured at worst, GPR provides an efficient and accurate method for interpolating the value, marginal value, and policy functions. Applied sequentially to each decision within the overarching problem, the method is able to solve heterogeneous agent models with multiple decisions in a fraction of the time and with less computational resources than are required by standard grid search methods currently used. This paper also illustrates how this method can be applied to a number of increasingly complex models. Software is provided in the form of a Python module under the `HARK` package. +# SequentialEGM [![Actions Status][actions-badge]][actions-link] [![Documentation Status][rtd-badge]][rtd-link] diff --git a/_toc.yml b/_toc.yml deleted file mode 100644 index b5940cd3..00000000 --- a/_toc.yml +++ /dev/null @@ -1,38 +0,0 @@ -# Table of Contents -# -# Myst will respect: -# 1. New pages -# - file: relative/path/to/page -# 2. New sections without an associated page -# - title: Folder Title -# sections: ... -# 3. New sections with an associated page -# - file: relative/path/to/page -# sections: ... -# -# Note: Titles defined on pages here are not recognized. -# -# This spec is based on the JupyterBook table of contents. -# Learn more at https://jupyterbook.org/customize/toc.html - -format: jb-book -root: content/paper/egmn -parts: - - caption: Content - chapters: - - file: content/paper/1_intro - - file: content/paper/2_method - - file: content/paper/3_multdim - - file: content/paper/4_multinterp - - file: content/paper/5_conditions - - file: content/paper/6_conclusion - - file: content/paper/7_appendix - - caption: Code - chapters: - - file: code/examples/example_ConsPensionModel_baseline - - file: code/examples/example_ConsLaborPortfolioModel - - file: code/examples/example_ConsLaborSeparableModel - - file: code/examples/example_ConsPensionModel - - file: code/examples/example_ConsRetirementModel - - file: code/examples/example_GaussianProcessRegression - - file: code/examples/example_WarpedInterpolation diff --git a/build.sh b/build.sh index 9023c1d0..6d2a17ff 100644 --- a/build.sh +++ b/build.sh @@ -1,7 +1,7 @@ #!/bin/bash # Run reproduce_paper.py and check if it was successful -if python3 code/reproduce_paper.py; then +if python3 src/reproduce_paper.py; then echo "reproduce_paper.py ran successfully. Now running myst build..." # Run myst build command and check if it was successful diff --git a/code/examples/example_ConsLaborSeparableModel.ipynb b/code/examples/example_ConsLaborSeparableModel.ipynb deleted file mode 100644 index 5ab414e5..00000000 --- a/code/examples/example_ConsLaborSeparableModel.ipynb +++ /dev/null @@ -1,341 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:50:37.300465Z", - "iopub.status.busy": "2024-02-29T22:50:37.300465Z", - "iopub.status.idle": "2024-02-29T22:50:37.779210Z", - "shell.execute_reply": "2024-02-29T22:50:37.779210Z" - } - }, - "outputs": [], - "source": [ - "import sys\n", - "\n", - "import matplotlib.pyplot as plt\n", - "\n", - "sys.path.append(\"../\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:50:37.782213Z", - "iopub.status.busy": "2024-02-29T22:50:37.782213Z", - "iopub.status.idle": "2024-02-29T22:50:39.085080Z", - "shell.execute_reply": "2024-02-29T22:50:39.084574Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\numba\\core\\decorators.py:262: NumbaDeprecationWarning: \u001b[1mnumba.generated_jit is deprecated. Please see the documentation at: https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-generated-jit for more information and advice on a suitable replacement.\u001b[0m\n", - " warnings.warn(msg, NumbaDeprecationWarning)\n" - ] - } - ], - "source": [ - "from egmn.ConsLaborSeparableModel import LaborSeparableConsumerType\n", - "from egmn.utilities import plot_3d_func\n", - "from HARK.utilities import plot_funcs\n", - "\n", - "figures_path = \"../../content/figures/\"" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:50:39.087093Z", - "iopub.status.busy": "2024-02-29T22:50:39.087093Z", - "iopub.status.idle": "2024-02-29T22:50:39.116185Z", - "shell.execute_reply": "2024-02-29T22:50:39.116185Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\HARK\\rewards.py:40: RuntimeWarning: divide by zero encountered in reciprocal\n", - " return c ** (1.0 - rho) / (1.0 - rho)\n" - ] - } - ], - "source": [ - "agent = LaborSeparableConsumerType(aXtraNestFac=-1, aXtraCount=25, cycles=10)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:50:39.119191Z", - "iopub.status.busy": "2024-02-29T22:50:39.119191Z", - "iopub.status.idle": "2024-02-29T22:50:39.131207Z", - "shell.execute_reply": "2024-02-29T22:50:39.131207Z" - } - }, - "outputs": [], - "source": [ - "grids = agent.solution_terminal.terminal_grids" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:50:39.134207Z", - "iopub.status.busy": "2024-02-29T22:50:39.134207Z", - "iopub.status.idle": "2024-02-29T22:50:40.110917Z", - "shell.execute_reply": "2024-02-29T22:50:40.110917Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.scatter(grids[\"bnrm\"], grids[\"tshk\"], c=grids[\"labor\"], norm=\"symlog\")\n", - "plt.colorbar()\n", - "plt.ylim([0.85, 1.2])\n", - "plt.savefig(figures_path + \"LaborSeparableWarpedGrid.svg\")\n", - "plt.savefig(figures_path + \"LaborSeparableWarpedGrid.pdf\")" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:50:40.112920Z", - "iopub.status.busy": "2024-02-29T22:50:40.112920Z", - "iopub.status.idle": "2024-02-29T22:50:40.752029Z", - "shell.execute_reply": "2024-02-29T22:50:40.752029Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.scatter(grids[\"mnrm\"], grids[\"tshk\"], c=grids[\"labor\"], norm=\"symlog\")\n", - "plt.colorbar()\n", - "plt.ylim([0.85, 1.2])\n", - "plt.savefig(figures_path + \"LaborSeparableRectangularGrid.svg\")\n", - "plt.savefig(figures_path + \"LaborSeparableRectangularGrid.pdf\")" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:50:40.755545Z", - "iopub.status.busy": "2024-02-29T22:50:40.754538Z", - "iopub.status.idle": "2024-02-29T22:50:40.877073Z", - "shell.execute_reply": "2024-02-29T22:50:40.876404Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_funcs(agent.solution_terminal.labor_leisure.c_func.xInterpolators, 0, 5)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:50:40.879069Z", - "iopub.status.busy": "2024-02-29T22:50:40.879069Z", - "iopub.status.idle": "2024-02-29T22:50:41.218227Z", - "shell.execute_reply": "2024-02-29T22:50:41.217226Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(\n", - " agent.solution_terminal.labor_leisure.labor_func,\n", - " [0, 5],\n", - " [0.85, 1.2],\n", - " meta={\n", - " \"title\": \"Labor function\",\n", - " \"xlabel\": \"Bank Balances\",\n", - " \"ylabel\": \"Transitory shock\",\n", - " \"zlabel\": \"Labor\",\n", - " },\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:50:41.222225Z", - "iopub.status.busy": "2024-02-29T22:50:41.222225Z", - "iopub.status.idle": "2024-02-29T22:50:41.666346Z", - "shell.execute_reply": "2024-02-29T22:50:41.665428Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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vwa3+KRaLtfm5keBGRKwekcBGrCnVPUFjTK36d6Un7HtFsLlcjsHBQYwxHD58GM/zsNayfv16rLXMzc0xOTnJ5OQkly9fRkRqYtvc3EwymXwkNoyrwWoI3v0mBVUF936DC6JJQRERiycS2Ig1ob7gplolrLXGGLNqx68yMjLCiRMn6OnpYfv27Silan2jEIpJOp0mnU6zYcMGjDHMzs4yOTnJ7du3uXDhAo7j0NzcTD6fx3Hefr8WDxLc6izcesGNRvNFRDyct9+ZJGLNuV8h02pV/1aPEwQBZ8+eZXh4mD179tDV1VV7/urf9zr5K6XIZDJkMhn6+/sJgoCZmRkmJyeZmJhgZmaGsbGxeRFuLBZb8bqfJhYruAsnBUWCGxFxh0hgI1aVervDhSfb1Uy/FotFXnrpJZRSHDlyhGQyuexjaa1rQloqlWrR7OTkJNeuXePUqVMkk8l5guu67qq8jqeF+wmuMaYmuNHw+YiI+UQCG7EqLMbucLUEtlAocOvWLfr6+ti2bduqe/OKCK2trbS2tgJh9fPU1FRt//bEiROkUqma2DY1NT2ytPKTsj/8IMH96le/yjPPPEMqlYoEN+JtTSSwEStmsb2tVYFdbqGT7/ucPn2amZkZuru72bFjx4rXfq81LsR1Xdrb22lvbwegVCrVCqbOnz9PoVAgnU7XBDeTycwzgHg7UC+4QRDUPJKDICAIgvsWTUXD5yPeykQCG7Eiqo5Mi7E7rDexX+pJdXZ2loGBATzPo6OjY0Up4YfxsCjR8zw6Ozvp7OwEwoi6KrinT5+mVCqRyWRqgtvY2Pi2moBTdeeq/qneVp/lqJ+Fu9BHORLciLcKkcBGLIv6ua2LtTus3r+UNKe1luvXr3PmzBn6+/vZvHkzJ0+efKKsEuPxON3d3XR3d2OtJZ/P1wT3+vXrBEEwrwc3nU6/pUXkXp/NUobPL0wpR0Q8rUQCG7FkjDH4vr9ku8OlCqzv+5w4cYKJiQkOHDhQ2xN9kgeuiwjJZJJkMklvby/WWrLZbE1wh4aGAOYJbkNDw1tGcKvv3WIuthYruPWDCyLBjXiaiAQ2YtHU97ZW07xLEYbqYxfTCzs9Pc3g4CCJRIJ3vvOd89pknqZxdSJCKpUilUrVTC+qPbjj4+NcvHhxXhVzc3MziUTiqRXcxQrsQh4muHBvl6lIcCOeZCKBjVgUCwuZlrNXVn/yfNDzXL16lXPnzrFp0yY2bdq05Grkle7jrWV0LCI0NjbS2NhIX18fxphaD+7o6Cjnzp3D87x5ghuPx+86xpPOStd4P8GtnxRUPws3EtyIJ5FIYCMeijGGyclJPM/Ddd1lnzwfliIul8scP36cmZkZDh06RHNz832Ps5YR7KNshVFK0dTURFNTExs3biQIAqanp5mcnOTGjRucOXNm3tCC1XLCWivW8nNZKLjVbEo1wl0ouNUq5YiIx0UksBH3pb7q8+WXX+bQoUN4nrfs4z0oRTw5Ocng4CDpdJojR4488HlEZE2F5nH2mmqtaWlpoaWlBQj3oas9uENDQ8zNzVEoFJidna314D5JphfLTREvlcXMwo0EN+JxEwlsxD25V2/ratoc1j/P5cuXuXDhAtu2baOvr2/R1chrwZN2AnYch7a2Ntra2gB4/fXXSaVSWGu5ePEiuVzurh7cJ8FL+VG/j4sdPr+waOpJ+7wj3lo8/t/EiCeO6szQ+t7W1Yoa61OwpVKJY8eOkc1mef7552lqalr0MR62lid1D3alVPdwu7u7gdAyslqhfPbsWYrFIo2NjfN6cB+l6cWjimAfxsMEd3Z2FmMMHR0d0Wi+iDUjEtiIGtWUcLVKuL79ZrUi2KrATkxMMDg4SFNTE0eOHFlSmvPtFME+jFgsRldXV23QQX0P7vDwML7vzzO9WOzg+eXypF6c1AuutZapqSny+TxNTU3R8PmINSMS2Ajg4b2tSqlV2/ccGhri5s2bbN++nfXr1y+rpeNha1nJif5JFYnFkEgkSCQS9PT0YK0ll8vVBHepg+eXw5MSwT6I6kVedV+2uuZq5iYS3IjVIhLYtzmL7W1djeraQqFAEASMjY3xwgsv0NjYuKzjrHUE+zQLbD0iQkNDAw0NDaxbt25Jg+dX47mfZOrtOuuHFlTvg1Bwi8UipVIJuHcf7pP+OiMeL5HAvo2ptzuEB/ePrjSCvX37NsePH0dE2LNnz7LFFda2ivitfMIUWfzg+XrTi6XwNESwcMcv+V7UC+7CWbjFYvG+gwuiSUERC4kE9m1K/dzW+v7C+7FcUTPGcP78ea5evcrOnTu5cOHCqpgQrCVvlQj2YSwcPG+MqfXg3rx5k7NnzxKLxZY0eH65k5IeNcaYRRd/1V94Pmj4fFVwo9F8EVUigX2bsZi5rfdiOUVO+XyewcFBfN/n8OHDpFIpLl++vGIBe5qsEp8mlFI1IYVwUlK1B/deg+ebmpru6ld+Wi5OVnIhEAluxGKJBPZtxGLntt6LpUawt27d4vjx43R2drJz585atLAa4vgkm/0/Ch7VSVpr/cDB89ls9q7B849yfSuhenG5GixWcO81KehpeK8ilk8ksG8T7tXbuhQWG8EaYzh79iw3btxg9+7dtX7NKo9KYFdq5xhxN4sZPJ9MJmttWE/y4Pm1TGXfT3CrRVOFQqE2KzcS3Lc2kcC+xXlQb+tSWEyRUy6XY2BgAIDDhw/T0NBw12NWo0Dp7R7BPinca/D8yMgIly9ffuIHzz+oyGm1WVg8WD98PgiC+7YFRYL79BMJ7FuYlaSEF/IwUbt58yYnT56kt7eX7du33/fktRqGFYsR2Gp19FK9k6MT2vKJx+O0trZy9epVjhw58kQPnjfGPLbnvt+koGptRPX+akq53kc5+n4+XUQC+xalemX85S9/mW/7tm+7a+TZUrlfBBsEAWfOnGFkZIS9e/fWopn78ShSxLdv3+bYsWOUy+WabWBLSwuZTGZRUcuTHME+yWurUhWCJ3nw/KOMYB/G/QTX930mJia4efMmO3bsuGsPNxLcJ59IYN9iLOxtNcasmsXhQoGdm5tjYGAAx3E4cuTIonom1zJFbIzhwoULDA0NsWPHDtLpNNPT00xMTHDy5El8339oBBWdsFbG/fY2RR48eP7SpUvzqpjXevD844xgH0a94BpjmJubQ0Rqw+frI9z6wQVPygVDxB0igX0LUe1trQpYtZBiNUwZFqZ2b9y4walTp9iwYQNbt25d9C/3WkWwhUKBwcFBSqUShw8fJpFIUC6XSSaTdHd312wDJyYmmJyc5MqVKzUXo5aWlnmmCk9DlPikstj3rjq0YCWD51e6zidVYOup9utWf5dhfoRbnYV7L5epSHAfP5HAvgWotztcWCW8mgJb9Ss+deoUt2/f5tlnn61VlC7lOKstsOPj4wwODtLW1sbBgwdxHIcgCOY9pt42cP369fNcjOpP6LFYrFbt+TBThYh7s9wiuqUMnm9ubl7RbOLVbNNZS+61zvullKuTgiAS3CeFSGCfch5WyLRaAisiFAoFjh49SiwW453vfOeyIorVTBFXZ6JevnyZHTt2sG7dutprf5iIL3Qxqp7Qr169yvT0NN/4xjdoaGioRbhNTU1PxJzVJ53VigwfNnj+5MmTtc9nOYPnn6YIdjEuawsFt3rBXY1wRSQS3MdAdMZ4iqm3O7xfhfBqCGzVJH58fJzNmzezefPmNatGXuwxgiDgtddeI5/Pr2hwQJXqCb1qDLB79+67ejzT6XQtnbzYgqm3G2uVXl84eL5cLtc+n+UMnn+SipwexHIi7er+bJXFCG61SjlidYkE9ilkKXaHKxXYcrnMyZMnmZycpLW1lS1btiz7WNX1rPQknM1myeVypFIpDh8+vKTIZTFYa3Fdl46ODjo6OoBwj7e6f1uds1otmGppaVn1sW8P4kk+ET6qyHDh57PUwfNPcpFTPauRyn6Q4JZKpVr0e68q5YiVEQnsU8ZSe1tXIrDT09MMDAzQ0NDAhg0bKBaLyzpOPSuJYK21XLlyhfPnz+O6Ls8+++yqnwTut754PE5PT09tzmp9y8mVK1dqe4j1BVNvxxPU40q9LnXw/NMisNXs1GqyWMGNRvOtnEhgnyKqjkxLsTtcjqBZaxkaGuL8+fNs3ryZjRs3cuXKFfL5/HKXPm89yxH8crnM8ePHmZmZYfv27QwNDT1Wo4D6lpNqwdTExMS8gqmq2La0tKyoIOdp40k4EdcPnjfGkMvdZHrmPLnsca5fv0Fz0wSz0z7KWOKxMZSaAWPQygObBb0DUTtA7QS1A1Gdj+V1PYpirHrBjYbPry6RwD4F1Pe2LtXucKkRbKlU4sSJE8zMzHDo0KHaZJXVsidcznGqkXQqleLIkSPMzc2t6TSdpR67vmCqWgG7cArN26Vg6nFEsNZaAnubwNzAmCECcx0/uI4Whe8PAD5CjEymi6ZMDixMT83REAclc/ilLH6QIO6WQYGoLpSZxAZ/C3IUzGtYaakI7Q5E7wG1DVQfImvrtfyoq53rPZQhEtyV8tb8LX8LUW2NWa7d4VIEdnJyksHBQRobGzly5Mi8qGut+mkfhLWWq1evcu7cuVokXa2YfJLN/u81hWa1Cqae9B7dtVxfYLOUgsuUgkuUzXWsuUIpuIyliCONuKKAAGwZLXHKwRmsnUKkFVcpbPA1LKBlM5nkGI47h9AI9BO35xGpZmgmKBRaUErhOWNYGhDawfoQXAD/y2CvAzGsbAPnHaB6QO8EtRWR1ctWLGVu7VrwIMEtFosPbAuKBDcS2CeW+n2RalSwVib91louXbrEpUuX2Lp1K319ffd0OFqtdp/FHMf3fU6cOMHk5CQHDx6stWtUj/E0mf0vLMi51/5g/f7toyyYWgtWunZrA4rBNQrBaQrBeXLlszgqRmBuoCSBEg9lJzF2hMDepsE5RBC8RhmL0Iin1mPMNUS60bINVzlAGasb0WRQ9gq+VC9YtyLmTZAGUNtBUmBcHHcMzcXw9ZClVBxBZJaYe7OySg9kHagUBK+CP10R3QCc70DEw6odFdHdER53GRhjVr2IbyXUC+7C0Xyjo6MMDw+ze/fu2izcauHU23VwQSSwTyALC5lW4jn6MIEtFoscO3aMXC7H888/TyaTue9x1spycSEzMzMMDAyQSCQ4cuTIXYYPaymwj+IkUL8/uLBg6vLly4/UMnC1WWqK2FpDPrhGPjjHnD9I3r+IMVniOoUlR2CyeKqBnP81ABJ6GyYYRSSJpouEsx0hj+g9CA7K3MKYEwC4qh3MMYIgLM7z9POIeRXIUCqnSDjPIOblykpmwZwFdQDsqzgSAB6odUAPysljzS2McVDKp+w7GFsk5n6j7tVoRD+P2GGwDmLOQOk/gNoEdgb0tlB01a5QdFXrQ9+fJ90Qo/7cVA0IqueKaPh8JLBPHMYYRkdHKZfLdHR0rPhL+CCBHR8f59ixYzQ3N3PkyJEHXimvVgSrlKpdOCzEWsuNGzc4ffo0GzduvG+/7VqmiKvreFQspmAqFovNq359knnYexfYApOlU+SDU8yUBymbKVyJIeQo2zFcSQA3yfrTaFpIuduwFEjoAzgSx5gzBExg8ImpGH5wDABHdqIkj0gjjuxHSwohH0altoyrGsCcBIpAHrEZHF4GYqGI2iZQDWCuA5VUMyWENGJexVOl8GYUhmewAkHgk82vx3Nvo8QSmPUk5KX574c6BOYqqE4w44j5azBfQXEFpKEiuDsxene4ryvdUPfdfdwp4qUQBME8A4sHDZ9/uwhuJLBPCPW9rWNjYxSLxYdOplkM9xJYYwwXL17kypUrdzkgPeg4a1nkVLVgHBsbY//+/TVDgaUcYzV43L/kDyqYunr1KnNzc1y4cIGZmZmag9GTVDC1MIL1bYGJ0immygPM+GfxgywJrfHtLfLBDVrcHWT9V4ipdSRVD4oSRrrwbCcwRc7/JiCk9bMYcwEt7bjSj6vAkkVLH47qwgSvYKwBPOJ6F8b8HRYQacGTHjA3w5QuCbQokvHjlRUWwQyDikPweuU2DaxH9EbE5kD1g7kBZEFtR5mLeDqLV9E9SzvGNIEVpue2AXnisWmM7SbhvRY+yNwK/1b7EU4AjSBtYcWy/yra/ypiz2LJYPUOrNoLaiuuFpRqWrPPazW518VAfYT7IMHVWnPhwgVu377N+973vke+9rXiyfnNfBuzMCWstV61SGWhwNab4r/jHe8gnU4v6zjL5UFTeVzX5ciRIw+1YFyswC5XLJ+kQqKFBVOvvPIKzc3NBEFQK5iqN1R43A5TxhqKzk3Ozf1fTJbPUApm8JQlb4YxFEirBoqmgCfttDpN+HYMQZPUTeT9o4hNkNBbcZQL0oBju3ApUjavAwZXNSNmkHKQB+Ik9EGsncTRzyLE0Bggh6hNKNI49ibYUwCI7ESZy2DnAIVlA6J6CAX1NhAHCoAgqhUJvj7/xanDQDbcV7W5img3o5nC0RdAQyIGlhTloAOXYWZzG/B9D8c1aJUhFRusHGwSzCRW7UTsEEIOSwqkC6wg/inEfond669jSSDZXVjnAKgNWLUTqzaCPDl7s7C4nt37Ca4xhi996UscPXo0EtiI1aNa/l7f27pWAludk9rR0VEzxV8sa9WmMzw8zMmTJ5c8leetGsE+jGqEe6+CqRs3btSGmj/KginfFBgtDTJceIVxO4TNZMnm8wgWhyJl20Da6UXsJAVzDZcG4CZF6+OpDpqcZzFmBkUHCWcdJfMG5cDgShcJ1YzFJ6aeraSPp7GqE2vyeKoJP/g7ALRsQsssxo5V/v8sjsyBagF6UDQi9hZQrXo1WFwwZ4CpOy9GtiHShIgJe2DNDWAW9AEIjs5/4WovitsgPVg2E0bDeSCLpy8BkE7OYnEp+1uJO4P4QZx8sQUkjagkce82ulK9LMxhySN2DLHjAATWJbC9uDqGCl4H//+H2DCNbfR3gMSxemdFdLeCPL4BFdUU8VKoF9yqO9tbiUhgHxPVlHC1SngtJuBUjxUEAWfPnuXq1avs2rWL3t7eZR1nNdt06ge179u3ryYYSznGWvEkRbAP434FUxMTE3cVTLW0tCxqZu9iKJksVwuvciP/JpY5imYSSwlfRhEVJ6W7Cew42WCYBtWIH1zEVW006l0IExTNDRQJsOPMBTfxVA8pZyuQJ6534xAnMCcpmeuAQ0rvwTdfBxI49OLpPsDH0c+hSKCYDFPCBDhqG8q8ChawglYHwVSLkRSWdYxPZmhtSYRRoPGBOZD1KGbAnK9/h0HtA1sEdQgogLmJqH6UfSN8iB0N/5KtwC3AhnurNIA1iGhiTvhYRxdIJ4fJl/eQcN8EIDAuJb8TQxeeF+CIYJlCCAiCOFoX0eaOuFs8jDpQKaYCCQYQey1MXxNg9DaM2oFVOzGyDVRyVT7zh7Ecga0nm81GAhuxch7W27qaAuv7Prdv3yYWi3H48OFlf4FXs02nXC7z0ksvoZRa9KD2hbxdI9gHsZSCqWqEuxSHqZIpcCX/GmOlU0z51wBDKRgGoMnpBIrMkCNOIyVzHU9a6HD3UjCXKZoxkrqTUnCSmO6iQe1ApIBvxnAkTVx55Csp2Qa1H5EpPL0FwcOhhGUCoRFH9YIZwg9CEYw5z2ODr2MQoImYswfsBKL2AR5CAhjlTvrXgHTS1vx6RYArL049j1AE8cC2helfNEgCzEDdu6ARvQ8xF7FqJ5AEymA8sIMIoZk+5gyWXpQYxIxiiWPVOqxtAokT965hrUIwaFUGaSTpvI5gwYKxmqK/l2KxSDIRx4hXiVwFq7agzcJiqoMobmOlFTHX0MFpxP4xInNYGkLB1TswshOjd4AsbmtoKRhjVlQPkM1maWhoWMUVPX4igX2ELLa3VWt930rbpTA6OsrNmzdJJBK84x3vWNHV5WpFjdUT/oYNG9i+ffuy9gvrx3KthSA+TRHsg3hQwVR15FsqlZo38m3hCdJYw/XCSS7lX2baH0GYZax8nk5nMzHtUEJodlvIB0MkVScZ+ii4QxRNkZSToWxvE1M9ZJweSsEVAqZxZAN5/zVcacNVbcSdbozN48kmYrqJcvAKgQVX1uNKAd9OomjDU7tQUgK9Cyw4orF2FKQZQeFJKwRhpGrpRotT6U2tIH2gerGmwFx2HemGaWAWUQeRyh7vncduBkqhEMkhwvTvNEolwr5ZADMdPpc6hPAalmS4N0oacFF2EuyF8HAUsGYMEYOYS5U1ulj6sKqXWCwLth9rryOUKfl9xPR5kqmK/7cF3zSD6kbhYtQBsLOh6OrdOKYaTYevN5DtCMNh0ZSkEDuKlC6j5Etoexoj6zBqJ1a2Y/QejN4G0ryi71sQBCuyBM1ms0ueL/2kEwnsI6Le7hAe3Nu60gi2mhIeHh6mo6OjNiljJax0TcYYzp49y82bN0mlUuzcuXNF64G1EdinOYJ9GAsLpkqlElNTU0xMTNxVMOVkDEMyyGQwRC64RSGYpsPrILDCutguJktn0LKeVredXHAdSwlH8pSljFfqJRXzmQtOocQlqQXf5HClhwbdh29uoXDxdBPWnCPn51A0kXK2A1li+hCOJMDewNgZIMDTXQTBUQyVymDVgjGXgGaUdOGqNIIPcgghHv6bSbAJIA+0gGgIvokC0g0AClEvhO08+gDYPJgRkB6w54DinQhXulFKwN6sS//6QAIq0aSQA3MO1AHEvI4QYIlhZR1WOkAsYkawaIQAEFAplPm72mdk0Rh1hHgsDzQzO3eThsQ4ftCMtUVi6lTtOsBaB6t2ou0IgXoGcMKqZJtA2eMIAWKzYIcxdIEIyt7ESCdWmhEzgTCI5/8+wixGujBqJ4E6iFXrK2nm+1fzLyRKEd9NJLCPgGrUWhWoh0VtKxGzbDbL4GBYqXjkyBFGRkaYmZlZ1rHqWUmKOJ/PMzAwgDGGzZs3MzExsaK11Eewa8GTHMGu5to8z5vnMJXNzTFw+yVeKv4NU7dH8SRAe2XSOoOjs0yVr9Dp9VOy08RUA65k8W2RRmc9vr3JTHCOOO1oLWhpotndj7W3yAYXUOKR1jHy/nU81UXafQZFHqN6AYPDHKXgG4ClwTmE738TrVpRtgNP7wVyOPogijhib2ErRUCO7kWbi2AKWEDpA0jwMuDfeaHqWUBAHFAxrLlOEJTw3M1gXpn/puhDEFwEtZkw/VsCa1EMIXY2fIw5gyUDqh0xg1gSWLUObBokhTJXqSqzUMSIg5hjCNnwM0RjZCdII1AG2QT2OkIJ1H6cuv3WdBJ8uxXHLYN0EdhNBME0mAmCoIFU/GQl1R2m6n3Zj8ObGOnESAfgYo1FcQtlb4Rvhx3F2mmQTWgbRuNG2rDSirUlnOAvkfJNFJMYaSdQ78Cq7lB89fMg967yXw2BXWxXw9NCJLBryFLmttazXIGtVuSuW7euln5drdTuco9z69Ytjh8/TmdnJzt37mRkZGTV9pfXQgjX2obxSSQXzPHmzDe4VrzAnL5GkCjT7TUzXh6iwTRjgjmkHEdLmYngMmnVRtqNkw2u0uRsJLC38CRDynuO2dIgRs9hjIeRSRyVotE9gLLTlM0NDFniOk4h+AbgEVdbiSkXSKNtF64oguASFh9rFa7M4AdnAPD0MxVxi4eGEmo3ijyi9oStLSqO2DyojRXDiDyovZVK4ULt9Vo6KBUzeK5TV7g0GkauQbVvdRIAqfWtxrFqO5CqaGcRKo5RQh5rriBqVy0atXiVyLUXyIG0Y22xEll3IUwg5nTdmmJY9RyCPy/9OzXbSVP6MmL9WjStdBfKaQAMPnvwfYUJpikWYzSnQ8FUdhTsKIHsQnMRoYiVdox0YG0SJQ7anK09v7JjBLIB19xxpjK0YGQzYkdQwSWwRQL9Lff9Hq1UYHO5HMnkoynIelREArtGLHVuaz1L3YMNgoDTp08zOjp6V0XuWvavPghjDOfPn+fq1avs3r2bnp6e2nFWKmBrHcG+XbhdusWx2Ve4WjxLEORIOS4JnUBhMbZMt9fLaPkYrbENtOg2ZsrX8YIkfnCTciFOTNaTT17Cqjxtei+BuY1r1iG+YBOXKZhZGmQTfnAVR6XxVB9p5WCZwZEO4qoX37xBMQhQZIhJB74ZR6sWXNWPIwrwEduCo5qw5jRhureEpzaC+SZhTVACrbbcEccq+nDYr6r3hL2v5gaobrQZJZW8XWnBAWisOC0NhTaGJMOqYUmhbLWYaA7M2TA9bK9XWmriWLUeSwsKD7HXsISFS0IJI80oc6eXNkz/Ps+d6DpV2TP1KhN85q8/UAeJeZcJ2IlSLpAFKziMVlqOQDGC1gms00fSO4OhjVLQSrksFIuQTlwh5oX7uGJvI9ZFyziqYnxhaMFKN0aaUExhaEERZpis6kKbN4AyJe+n8d3/5YHfp5W6TkURbMSiuFdv61JYiijOzs4yODiI4zj3rMhdzfYaWNy+Z9XMolwu31W5vJotNlEEuzxuFK7y2sxLTJZHmfJH6PRauGVukLDdOKrAtD/ChvhWfJuly9tKwR/GF6Hd62UuuETZzNDRsJ1ykCUob4BSntn4AIIlVtoETpaE2oyn4vjmMiUmcYihuE4+GMGRTpJqMyI5tH4WwUXsMIG5CJRxpA9rXscnABxi6hlscBKRDCJduLq9EqkeAlwUBghAtoK9BpRBPXOPvtX9iB0hsOvIZstkGmNgCoQ+xJXWHDMFeCi9EzEvheYPah3QAMQqkfEcUC1cyqNlqCZ4YeTah1EdiM1hpR/stXA/Vu2t7c1WsfQiKg3E6yLXm5VK4ddJxgAmwIBVe9FcwEozVjZU+nhLIGW0DaN8xRhxPYbrHiAdDwuffNNMsdxMPu+hVZl08jZe5cwv5LH48yJXSxO+2o2igFHbKLv/iMD5jod+r1YyHL7aYhZVEUfclwf1ti6FxU7Aqfr29vX1sWXLlnt+uVdbYB92lTo+Ps7g4CBtbW33NLN40iPYp6HIablrvJy9wsDca1zMnqYtliEbTNLhNWNsgS6vFytzJFQK5TQwXjpPu7uewOYIKJBQQmBnaNQbsHqSqWCAmDSSSa4HNJhnwExTSp7FWsjNCOXYJFpaSTrP4ukigZ1E00RCZShVIruY7ApFUSVx1W5caUQkh9W7EQtaylhznHCmayOuTEJwpmKDuBVlx5hnFEFT6D+MBXUQyIK5jqidSCVCdGSETApgBzAS9sLKbiABtoQojVRac4S5MC2tDiLmmwC1PVdLJ4oS2BEsErbYkAAMOqgXLI1Rh4E8Vj0Ddjp8zdKHsrcRM1z32CRWNiD2FoHsZWo6S1OjRkkGbd9EsIgdATuCYR0iBcSOVdK/nWBjIHGUOV47pqMmUYl1pGLnw31eoBw0MpNrJwg0iXiRuJfBVWFVtFGbcM03sKQoxH8Now8u6vsV7cHeTSSwq8RKUsILeZgo+r7PyZMnGR8ff6hv72qmiOH+omat5eLFi1y+fPmB/sar1U/7oLVAuB89OjpaczVKJpOL/jzeahHs9fwN/m7yKJP+MFAm7TqUbZaUVkyUr9Md62DGv0Fckjg6oGxjtDppCmaElO4grtqZ8k+RVJ3EHUGkgTZ1gFJwgRl/gLh00OC0IDoBhd0om0VS17HkUKU2AnmFXDGJBG0kdB/WNXhqL65qxPdfx5BDbApPxQhMODVHSx9KFNgApbaiaKykjAOQdQipsGhIMmCnKoLVQdiTOlj36r1QXO31MKoVD788QzYLmfT58HgWsJOh0YQUEXMbSyOoXrAprMQRc6F2RCEPpFHm5Vo0aolh1G5C20Uf6KukfwWrdqPM/Gjayj6EaazahEWBnQkrfsVBVaJRzTAtaQF1AMe+EVb5SjvgYq2g7DWk4lwl9jbK5rDSizKvV56jLawYpgVtJytzbUOB1TpFc3omdKKqUCilmMn3EPOyOM5eCu5HiKk9LPYsthoCG+3BRtxFEAQMDw8zOzvLpk2bVmUCTrVndmFUWh3lFo/HF+XbuxYR7EKqI+/y+TwvvPACjY2N9z3OakSwDxL7+v3onp4exsbGuHjxIq7r1gwWWlpa7tuv9zREsIvlVmGco9Mvc2rmFG3xOFl/krZYI7N+lnYvQ9EU6PSasJTocDcwWjpGzIeMk2QuuIErHsIUjsTpiu1nxh9kyh+ixdmBiCXhrCfNJgrBCbL+DWLSjlYaa4Sk3oGrHKwzTtk24qoOxLkGcomyUfhzm4jFRnDUOlydxtMukEfUdrQ0hwVENosFHPUcyrxW+7y1eg4qQlxD7Q73W6W9Yuo/A2YWpRrAhBN3sCPhX+wjkx4MzfalK6yKtQplbyA2FBxhBms0SDOq1rfaEB5buhA7A3RiGUYAq/oRcy6MeCtYmrGqD1AYtR+xU2CvgtqProggdggAI/2ENo4Ko/YBGmOmmZuztDZWC5fCyDWQfWh7AiEIi5akE2vj4ZSausIpsWOI9N1duKS2E2YE5jDGr7hgxXFj6+jwzlDw13P82j/h1tg4jvONeX3SDxqduJI92GqKOIpgI2rU97ZWPWFX4wRd/ZLWC6y1lqtXr3Lu3Dk2bdq0aCFfTQem6prqmZycZGBggObmZvbv3/9QJ5fV2IO9n8DmcjkGBgYQEQ4fPlyrog6CgOnpaSYmJrh69SqnTp0ilUrV3IyamprmnRie9gg2F+T5yvhLXMydRWFIegYt4Dk+jlhghqLVxLVltHSBjfGdGLI0OZ24kiMAWt31zAVnmfYn6PL2Ye0Mab2JmLhM+2FrS4vzDDBFUm/GEQ8/uEBZD4Mk0eJQCC7jqm6SagdaysA2rPXRqkiQCqM0vxDH4Sp+1Y/X7EfrayjVCzaBozIoipU5rQYRDwhA7Q+jzopgYd4k3KisvAnSH/oJ22JodYgLZg5UApeKUYQdAzuG6IOIfR3BYGkG1YOlMYxOzeW6d7aMSHxB4VICow4Spn83gx0HewPoBFGoOhcoiwL1LMqOY6qtQ3YabAKxl8LI2ILYG1gyaGmltfEKRnqw0gZWY4mj7bFa5KzsLQzxysVBpThJ2jF0gzSimMCSRghbjKzqQZvX7jhOAYY+jGpBEMrq7xEk/z/s2pNmhzHMzMwwOTnJyMgIZ8+exfO8edab1VnN1YBguQJbLBYJgiAS2IiQhb2tq23QX30OgHK5zIkTJ5iamuLgwYO0tLQs6VhrkSK21nLlyhUuXLjAtm3b2LBhwyMX/HohrA4y6O7uZseOHUBopADhZ1ONXKu3V/16z5w5Q7lcJpPJ0NzcTDwef2oF1ljDS5PH+Obkq3iOoWSyeMoSE4XPDGmdQEmRjG7CUwZXXNbFNjBRPk+bux5XC1PlERr1NgI7SUqto8npYsp/HUHT6e7DUKBR78VTwpwfRmEZvZfAjuCqdkyhA0dmKgYRhrhqoRx8Ex9wWRfOZQVcfQBHkqhUDmMTBMEc+Gk8bwCAUrkBx3Yi7vGKZrahpXGB4KmK0E5Uel2pCFYKZc9Ra82xN4A2kAYwZwhMO/limlRDC0gSMYNIxb1BmMTSXbktF/44GZDNiCSALJZOhIr/cF1rTu1zkO1hVCsNWOkIhc+OI6oPVXGBkspXLIxsT4J0YaQlfE22iGYunBkLKDuMtSMY9UytR9ZIN1basKQQZmrDAcJF5VFSQFfaiMLHt4e+xOQxajPKDCPMVIS4gGPexNd/j1LsU7WBAUopmpqaaGpqqjmBTU9P1wZLnD59mmQySXNzcy1rtdwip2w27BGOipze5tTbHS6cgLMa9oYwX2CnpqYYHBykoaGBd77znUu2IltNga2KY6lU4vjx48zOzvLcc8/R1NS0pOOs5lQeay0XLlzgypUr89qBHvSaPc+js7OTzs5OrLXk83kmJiaYmJhgaGiIIAg4ceJELcJdLYP8teRidpi/HvsGU/4EWop44mKVJe1oCmaWRpVgrHyVBq+HkkwxVy7RG+8lHxRpdbsp21GS0kp3bBNT5WN4KkmL2w8Izc5ehAmm/JdRJGh1d2ApktLP4okiH7yJpYTr7MB1L4SRp3TRoDcCeTy9C00KExzHN1cBIeEcwARfr8hamrizDfQ0InuxNoaLEAR55kqb8H2PuFdGOwkcvQdHTQLToNZDLdUaCq+oQ2AHQXqhJlg+2NFaOlar2yRiMyhJVCwSw6gP6cTSjDAJeFAR2DASHEaqM12ppn+3AT5GPYOY2wg3K/8+g1CqiailFZEusEWM2h/eaMZAOmr7pdiriL2Kla1obgNz+LaX2axHY7oZi4euWjQCyt4kkE60eaUWzRrpCguk0Iidquy5VswtZD1OXaoYwJe9CBYrHr5+P2XvJ0HuL5ALL1R93583qxjgjTfemJcZWqw38dzcHCIS7cG+nXlQIdNqRrDVYw4NDXH16lW2bNlCf3//mlUkL+VYMzMznD17lnQ6zZEjR5Yl+KslsKVSiTNnzpDL5ZY023bhcZLJJMlkknXr1jE7O8sbb7xBQ0MDN2/e5OzZs8Tj8dqJpampCdd9fHM4F753Wb/A/7x1lKHCVcomi5YySa2ZLI/Sk2hhsjRCd7yNvD9Dd6wTKNDsdjBTvkjWHyPjNpINrmNtEU+F71+79wzF4CKT5TdokHWknCaQJppkH8beYNZ/BS1JMnojhjwJvRtPxTB2mEAsYhSaCYrBccCQ0O8AextHb0GI44gAcyi1EUUCzQS24qWrZTeas+BkwQGl9kFFsKoUis0gjWiVRznPopWAGUOkoyaY2KHwj9pLaHtYquyftlEshr/Hrq6Lhu1tkA3z07/SCrILoYQlB9ZHmKgUQLWhzMvzPgujnkPsNFbtxVJGzBjgoiSL2EuVgxJ6EKsdiDmGkY0gTZX7NA6nK0VU4MgNkrFUOBDADmFRGFmHpQUrjYi9SXgKr17Yx9DmIorJO2uiF6PWAyUC2RamkskSqF1ocw6hSNH9f+E7PwJLPL84jkNbWxttbW3k83mOHj3Kxo0bmZyc5MKFC+TzedLpdE1sF27F1FNt0Xmcs4zXgkhgF0k1aq32ei0Uu+pe32pQKpUQEYaHh5ccIS5ktQStGi0eP36crVu3LlvwV7PPdHBwkKamJg4fPrxqold9TRs3bmTjxo21q/SJiQkuXrxYO2lUBbexsfGxnRTemLrAX4+/jG9zJBWgA+IatBgynoOlRFJb5vxxMk6c0dJ5ut0+NEU8FSelNYGZo9lZRyG4xET5OM16G0r7JJweGtlA1h9g2r9MSm0mrmOIdJFQPVg7TC4YQNBk3F0UguN4qhspb8IV0EqhTDysFA4qZg3SjSeKwISG9I48g1ZFhDZEutGSQlFCZBvYIqKaETsdVv9SDH2CaSIWG0G409pSLiUwppO4ewIjm1CqidCwNwnmZWoCVDF1iDkTJL2KUb/0Ap1YSSLcnhf1ifQh5qX5fauyDSsJwMGq3YgZASaw6tlwRB530r9h+ng0tCCUvnAdZjqsFK600Yi9HIquPohj38DiYKQfK02Uy5ZCaQbPDaNDwYAdxqo2nJpjlISiK/2VCwEPa3OhcxMNWEniLJi846sXEHIEai++8wEC9/0r+RoCYXGh4zjzrDeLxWJtVvGZM2colUo1r+vm5mYymUztd6cqsG+lIkOIBPahLNbucLUi2ImJiZqX8DPPPLMicYXViWB93+fEiRMYY9i1axcbNmxY9rFWugdrreX69esEQUBvby87d+5c1V/Khceqv0qH0ERjYmKCyclJjh8/jjGm1gq01Hag5ZILivyX61/hSv4ayhZJekLOn6LZi5MLZmn2YvhBiZh4GNGkHRcw9MU3M146T6veQMZJMl2+TJvbj7XTxFQnTW4vk+VXyPvQ4R5AKJBytuJJnDn/Veb8gKTaglYGLc14TieO5PHNdaCAJxnEewMRQzlIk9TbwOZw9UEUCRzJYm0WRSeu6seaV7HGYlHE9IHQmYkwwtNqNwTfnP/C1f4wlSrrqfkEmwKOnkE7YfpXuITxFYXyVpKxASwuovqAprA/1I6D3Kn0DR2bxlHVaTSApRvUltBIQm0BcyN0bpKtYEdQdqbuscnQQIJipdipiJhRoBdljoeuTqZSfEQX4ebsNEZtBRrBlhFJ1cbPCT5irxCwDU9dJ96QuyO6tGIlLGiqDgwIU7xtOPNahoRAdlYuGgwBm8OWHkoE6gCOeRlLA4X4r2L086vynbyXyUQsFqOrq4uuri6stRQKhZrgDg8P4/s+c3NzvPzyy7S2tq7ZVsynP/1pvvjFLzIwMIDneUxNTT30Z37sx36M3/u935t32wsvvMBLL710n5+4N5HAPoCl9LauNIK11nLp0iUuXbrEtm3buHTp0qpERlWBXe7kmWpbUCKRIBaLrbjKbyURbBAEnDx5krGxMRzHobe395GPq4vH4/T09NQGnM/NzTE5Ocn4+PiS2oGWyxU7wV/eOoMTD0AV8BxwREi5QlwLAQFx5TBXngRiuKrIWOkaffFtlOwUTW471o6jpJHu2A4myoNYDL2xZ7DkyeideMow44fpz3b3EJAj7ezFFY+8/yqFoERc9SK2gC+gaafB2QzkKfl9gCbuzVAOwogurg9izTcrzkwxYs4hxI4j6hmEGI54CIVKOlehpHIBpg4RGkXcALUNqlaC1YIetQPFSChaagdIChOU8a0lGQtbc4QymEsUSrtpiIV7mBZNodSNF98EBIgdxeIg+Fg8RHWgFuxXGvUOhBxWtmLJIuY6EAdJoEz1uSrLU4dQ5gJWbceSJIy+LcLV2sAAMeexxBC9FW1eCquRpRcrjVhiKHOjVmQl+GHxlli0Gaq8BgdDH1b1oZjDyDqUvV6Z4NOL2FvousIni4OvnkMo4asjlL2fCkfUrRIP64EVERKJBIlEova7k8vleOmllxgYGODll1+mVCrx9//+3+fd734373nPe9i7d++qnANLpRIf/OAHOXz4ML/zO7+z6J97//vfz2c/+9na/5fzuxwJ7H2oOjIt1u5wJRHsvfpIh4aGHrnFYT3VSPHMmTNs3LiRzZs38/Wvf33Fa1puyjqXy/Hmm2+itebIkSMcPXp01faW61nKeyQipNNp0uk0GzZsmNcOdO3atVo7UFVwH7QH9TDKJuDPbr7MK3KJRsdBJCCpAUoUghxNbpxZ/xYtbprAZml129FSIqYaiUmBOXOTZt1CwYyQC27T6Ibjz1rcHQjjTJRfJkYzzV4/lhJpvRNXisz6RwGhxX0WY8ZIOntwJIGxV/HNFIJDQmUoBpVKWrsZRwVo1YVj1+MoD+wUVvWCLeOqDDb4ZsWJqRdXBMxw5f/9KLJhAVCNOKgthG5PoVEENg82UWmBqVzUmjNAD0oMnh4BGkCtw9gG/LKHqy7VfW4BZT9GLHgdkbDS2OJgZTciaaCMlU2EFodljDqIqkWYlZcp/eH/JFWZWpNFzCii1td6XKUyL9bIXoRzhHaIlSHttowSQVdTxeQRe4FADtypFCZOrtBKLLkhjFbNjfB9qtyLasGdN+rOwVfPA2XAYm0KZa8BLkY24phXMdJPMf5prOpe1vfwfiy1RUdEaGho4L3vfS/vfe97+cM//EM+85nP8OKLL/LXf/3XfOxjH2Pfvn383d/93cMP9hA++clPAvC5z31uST9XjcBXQiSwC6jvbV2K3WG1inipQjY2NsaxY8dobW2d10e6WlXJ9RXJi70a9H2fU6dOMTY2xoEDB2rzQ1fLJKK6n7vY9+nWrVscO3aM3t7e2pSgxbYELYflvsYHtQOdPXuWYrFIJpOpPSadTi9qjTdzk/y3G99k2oyjdQGlY7g6IK5dAhuQ1i7WFmh248z6o7R7rYz7V0gHTaTcFDO2TLNuoWwnadBtxJUwXnqDlOqiyW3F2DQtzh7K5gpT5VeISxdppxPQpPQzuJIn578CWDJ6P6XgNVzVQVztwlMuljkc2YCnuii7LyNi8YMGErqPIAh7ZhV9eLoL8MORcjaBowKwJZAMIi1halU2hH/sNNg5kERtag12FJCwb9W8XjGV6ArbSixgblI1kwgj32Ec1YvrViPXJIZuZrNpxM5QKDUQ9wqIgB+04+rbKFs/4carmPOXK+00ocWhVdsQczGMum0l60sjIp2IHcWovYAXrp80ylZN/EuImQndliRA2VuEA9F7KhaJCZQ5U3t+JQUsCj1v1F2CQPrD98vOYehGcRMAIzvR5o3KxJ4QQxtWukE0vnofxdjPgmQW+5VeNCt1ccrn87S3t/ORj3yEj3zkI5TLZYaHhx/+g2vIV7/6VTo6OmhqauLFF1/k05/+9LxBKoshEtg6jDH4vr8su8OlRorGGC5cuMDQ0BA7d+68K935KByY7sXc3BwDAwO4rnuXU9RqrKm+n/Zh71P9e7Rnzx66u+9cdS92L3epFzyrmXJ+WDuQiNRaGlpaWu65B/XS+AX+79tvoFSBBheK2gcMjW6SqdItuhIZJku36Ym1MRdM0u41ASV6vH4mSucoG02L28S0f5GEyqDFRUuabv0ss/4AE+UhWvQuXCU4upeU9FEKTjHrXyMmHSR1K4JDgz6Iq8A3l7Bk0eKBOUMxmAUcGvRzWDuFX9qJkhjphACziLTjqC7EXMaYsFjH1YdQ9hVs9fdMP4dU91trRhGbQUx4gzoACJhplKQgqFYK3w7/6AMVtyb/jjsTKUTsHRN/AAoolaGpoW6/1SbIl3YS+AXyQZGYZ4l74xgaQLrRC+bFGnUQsbexakc4OcdOgy2iJEBsaKco9hYWqRQ+vRY6LUkH4GEtOAyjKsMBhPDnrdqEU20ZqohutpDE2ikgBhWBhTiawjzrRUuCQO0H8hh2InYMxc3KkHWLtsfx1bspxj7G/Wa5rpSVGP3D3cPWXdelr69vNZa2LL7zO7+TD37wg/T19XH58mV+/ud/nve85z28/vrrNXONxRAJLPN7W6sn5KWeaKtXb4v5ouXzeY4dO0a5XL5ve8njENjqPNn7DQ9YDZOIxRr1F4tFBgcHKRaLd03kqa7lYSx333mthgjUtwMZY5idnWViYoKRkRHOnTtXawdqbm4mnWnkz0ff5HT2CkoXEVVCieAqnwbtoDGkPUFZQ0yVKJk5GhxhtHSWDbFtGJulQadxVQ6I0xnbwVT5GOPlK3R7+1CSJ6X7ias4M/5rYCzNzrNoSiT1VjQOZXOCfHADLY0kVStlM4Uj7ST0JhQFrOrF2iKuOJQr5vZa9RF3rhCYLODhqQMopsM0Ly6OJFDkQe3E2nJoHmHnKvutPphbQBvYM1BtzbFDQDtKkmCPV6LcVrACkoTgVWoj4OwYSAvKnq7YGVbabViPlRTCJH7QiKPD+0TvIinHEO9Otqjo91AqxymXDY7eRMybw3NuY9Szd9K/9mrl2FvDtDaZO+5MZgYkWWcqMRru86p9lTYcf4HFoULVmUII0xjZTDr2eu02SxOB2oayCmQOY5srFodg1A4cM78gzJedYSpZEpT0+yo9rsuPMB/GavgQL/wdfxCf+MQnaqnf+/Hqq69y6NChZa3nB37gB2r/3rNnD4cOHaKvr48vfvGLfO/3fu+ij/O2F9iFhUzLEVe4IxxBEDywZWThAPL7fSnXwiDiftT79z777LO0t7ffd01r6SNcZWpqijfffJPm5mYOHDhwz2b11RwacL/1rWU1sFKKTCZDJpO5qx3o+Lkz/FX5PKVEkWRSiFtDQ9Ij708TVwEWgxGDaxVaSiRUjIS2CA7rYhuYDYZocbpxNEz7V+iO7caYWRp1PzEVMO2/iiJGh7cXa/M06O0klMecH6Yym5x9YCeJ6y1oiYEdpWyuYymQ1L01MXVYT0y3AgZPP4eSOKXyDazNoMTFU1uw5mWMBWggpvvBvFEJUjNo1XmncKmKPgTB6XBouqTABmB8FMNQETXsVbC3QtE2bwAKZH0oupKqTNgp3jmmVZVK4YFw3RrKQQbH24uyxXDGqxkOXZxkC55zi5gzHA7GAYzxmM1vRBjB2K24rsJzplGqHW3PhoVUdgqxQ6HVomTAngpHyklL5UIggWNfr6Vvlb2FsS5KSogJ/Y+NdGHpwEoGsaMEJoFWYU+slTZccza0PKy6QNGJUX2AT6B2osxNhKlKj2s4ZL3k/AvK7v9zyT2uS2WlAjs3N7ckgf3Jn/xJfvAHf/CBj+nv71/2ehbS3d1NX18f58+ff/iD63hbC+zDeluXQvXn73fSN8Zw7tw5rl27Ns9x6H6stjPU/daVzWYZGBhAKXXPebL1rIao3c/TGJjnt7x161b6+vru+5mslfg9rj68ajvQXBxes2eJ+S4x4xPYLOVikdmSwfECHGtRBKR1krHSME1ON0WZYaoc0BvvJRvM0aRbCew4MZWh29vGRPlNPEnR6W3CWEOTswNhhqnyUTQpWr0dWFugQe8hphxyflj9m1I78IPzaJUhprYTUzEsWRy1EYcM1pylHAwBQtI5SBB8DdcDY1qI6Z1gZxF9ALExHAGhCJUiH8UskAgF1WbBjIbOTNWh6eZs+HmofQjnCV0ntoGkwdiw2bTmbGTCgiTVWav+tSisrMfKBsJK4bGwapcixroEQSexSlq6+okb9Xw4w1VtxZKvjJETRDfRmLxTJAUwPbeNdOI8uXInohpxHIVWZRQTiL0SPsheBXsd0c9WKoU1Rvqw0hJWK9tpxN45YYudxKoWnKrZhYKi347jbQ/XjUbZctg+RAorKZwFKWxfPY/YbKXH9f9B4H7PSr6Wi2alw9ZzudwDh4QspL517lEwPj7OtWvX5m1TLYa3pcBWe1svXrxIU1MTmUxmVU6s92vVyeVyDA4OYozhyJEji/LbXE0HpvsVJ42MjHDixIl5xUMPW9NazXKtjuCbmJjg0KFDNDc3P/A4az0Yfa0j2HvxxvgQf3HrdUQXaIiDMZaYE8cRh7w/TZoY0+UR4oUGxoMbpJ0UZZmlyWsnzzVy/gQZp5HZ4Argk1IpQOjwnqFsLjFefpW09NPgZjA2g+vsBjvCTPkoWpI0OaGwJPV+POXhm4sYptE2jpabFIMbgJBQzyHMovR2wrSvBTuFki5KJSGmA0zFXMJRO9D2EtiZsAJW7a4U8uTqXnkzSAvYm3cqhU0WaERqAlICcw6kn3BA+jiQrAxDb0RIIuZi7YhV434xr9ZcoELR3Umh4KIkwMqWSqVwsVIpHD7XHYvDdYSzYhswEhr6i7mJqH6aUwPh69OhacZMbh3J2G2MCL7ZiHIyKDEoiaMrUboQIHaIgAy6Es2GPa4bsbRhcef1uAL4QRtxcxSphK21HleSiNyrx/UVLAmK3i8TOEdW4Vu5OFa6B5vL5R4adCyXq1ev1gZ9BEHAwMAAAFu2bKlFzTt27OCXfumX+MAHPsDc3Byf+MQn+If/8B/S3d3NlStX+Df/5t/Q1tbGBz7wgSU999tOYOtTwiMjI7iuu2Izhyr3atWpilhPTw/bt29f9FXealsc1h/LGMPZs2e5ceMGe/bsWXQp+moXOVWpFlZ5nseRI0cWVUSwVgL7uCLYL4+e5mu3T6B0AS0lFD5Kl2jQDsYGxGIejihSRuEkSmR0mnFzEVVqJZufxcTKaFWiiE+z20feXGK8PEirsxVXHBzVRaNeR9Y/xlS5RFptI649kG5iqgvsMFn/NQRN2tlJKTiPqzqJqfU4ElR6P4WYaqdcEU8tXXjiEJhrgIMjO9A2jzEurtuHlgSaAkgca/OVlPBIGMWKBTMRpjslC7YijvYW4CBqTyiu0gHSWakUVhWz/2p/Zw7sbZQYxFYLhJIgvVjpruzBtkHV9UnWoZggFa/MQK3YFt6pFD5QVym8CTFXEZurqxROhu5O9jpG7SEsPsphTZJ0cqAmilpdplhKEdgUDfFbBDaJlV5EUoTDBS7UUsWCj7UFRK6ibWWAAB6GPuZyGRxdwNIL3ECwGNmAsiOhX3LtQqDa41rGV++g7P0kRu9cg2/p/XnY1tjDmJubWzOj/4997GPzTCP27w/9oP/mb/6Gd73rXQCcPXuW6emwrUprzfHjx/nP//k/MzU1RXd3N+9+97v5/Oc/v2QfgLeVwFaN6qstK47jrOo+Xn1aNwgCzpw5w82bN5ckYlXWSmDz+TwDAwNYazly5MiSzLVXM0VcFcfqBcj69evZunXroq+CHyawKxXKRzVRJwgC/uzGAMdmL+A4JRpiFmsDyiZLixdnunSbtngjc+U5mmIZ8hgyOonrCv1qGxP6PE3OOjDCnL1KLN9GkJvDcRpodlvJm+PkjaLd2YeiRFJvIq4SzPmvU/YDGvQWPBFEtROTHrTKUjaXMMzgSj++eYWAAKGp4syUxdOHEOJoZrDMIGRw1TYwbxCLGawVXDkE5hsVDdBo9SxU9m5rlcJqT5hGlbZK4ZKFYBYl+s7QdHurst96EKrRrHRUKoWTiASVHtgqxXAftm5erCUJaj9CGUuJcsniuWNYUqDW1SLXKqHQjleMIqiIbg4RrzYMvTro3KiDaF4PR8RJF2GlcEA8NoniWvjqJYe155ma20xzqtoylMZKL4YWRAqIuVa/AkSlaEoO1r2GGL7aD5QJpAllEhW7yBhGNlV6XDdQjP+fWLVuyd/DlRIEwUNnUz+IXC63pD3YpfC5z33uoT2w9b/viUSCv/qrv1qV535bCGw1JVytEl6LCThwJ0U8NzfH4OBgbV9zORMiVtPbuCqw1QKrrq4uduzYseQ9k9U06q9egFy/fp29e/fS2dm55GM8bC3L9Up+VBTLZf7z1W9ytXATxymhJI9CgSrjVTyF4w54AiIzBMSJa58Je4VNagdFO02j24owheemyKjdjOs3CTA02+34fhZV7sHFMpt8BazQ6uxHKJFyduNJnJz/EnkC4modIkUCI3iyHk83IswhahOCQtnJWuQadw5gg6ME+ECcmD6EMA7qGebmSiS8JOLayhB0CQWTUqVSuADmetiGY94AbFh1CyDrUVImHD+3CWgO7ycB9X669hZIG8oeDyNMCNtgZD2WOMJ4ZYxbaIkoagdSN3XGc8NKYddrA1yseqYyKWcEqw7WJtxIZfqOlX6UWEDXTcOZJBzGXn3s7Vr7jkNoqB9Ot2kHG8PgkmkYqL0EYZaZbIF04tXwNRNWChvpA2lAMUvJT+M5ofNToLajzavzfJHDIqcuQFNW76EU+zcgD95aWStWugdb9SJ+q/GWF9gH9bautsBqrRkbG+P69eusX7+ebdu2LXtfYjXXJiJcu3aN27dvL6rA6kHHWa3K5mPHjmGM4fDhw8v6xXoUe7BryXhujt8Z+jpzTBF3yygpk/Q0hWCGuICDpWxnSOs4lgIZpwVXSrhBjHSsiZngBs1OO0UzxVxwi25nJ5YCre4OhEmywSAx3UyH2085yFH2N6KCPFn1MjaARHkHeFMknWdwVRJjr+CbMUQ8XElRCsJCG0924SgQqXdmmsRKN5YinmrDViJVkU6SniLmnsEGgPSisaEBRA0dDkC3l0MBJg4UwGqUvUBtb9ZcAlKgeitC7ILqBzJhC4y9QW3eK4TpY0Yqt1duoqviKVyc5ymcL/XiOTMoM1z3WBer9ofCqA4SmkKMVoT8cmgqAYi9Eproq3WIOT5/Gg4ujj1W2/NVdgRri1jJ4HIl7OCpDE8PTIq4dxNrpVZlVS6DyC1iTpgq1g74JgPObqCAUVvr5riGPa6OGcTX31aZ4/r4xiqudh/sW4W3rMAuprd1NaNE3/cpFApcv379ga0ui0UpRblcXvG6CoUChUKBIAju2U+61DWtVHgmJiYwxhCLxdi3b9+i50Uu5Gnegz0/fYv/cvWbWCeL65SxFHC0j4ODpwwN2qVoZ0nrOJPlYbqcDmb8EfA9YkpjpESrbqFsxknqdhJaMV5+gwbVRbPbgiVFTCrOTP4rxKSDTLwbaMCaZjAz+LHj+FhK0xtJpI4hpg3P2UZCJ7HkKs5MnfjBq/iBQUiS0BvrnJk2ENO9QBnRB1A2jlaWXGGSsjTiee0oexukEaQb7FT4R7VXBJMwUgVEHUTsQChUshFIgPWBXK2amIqnsOgDdZXCMaysC/dbKYEdwSKhAT6xiqfw/P5Qo95BYMYoBc3EdQkqVoKojjt9q5XHWnUAZS5j1cY6T+E5hDKqWuVcmYaDOoS2r4X7p7IJK01YqxDyKHuy9vxih7HShcc3waE2Dce3vQSUIBjDURqtAqyFXKmTRrWgx1U9U/mXg6/fQ9n7f4M83lP5Stp0rLVks9kV+5w/ibwlBbbe7hDu39u6WlHi7OwsAwMDGGPYsmXLisUVVmcPtmrDqJSaVzG3XFYSwVpruXLlChcuXEApxebNm5ctrtW1PI0R7MsjV/jj0ZdpjAd4jsFQwiEgrhSz5TG6EhmmSqN0xlvJBTN0x1qBAp1eLxOlswSSpkkyTAVXiUsDmhxKUnR7zzLnDzJeGqLFqTozrSMtfRSDU8z6NyrOTM2IihMjdGYqN14moIgEGsw5ikE+dBvy92PcSVy9H0UMTRGYQ0kXWrUj5gqmsm/o6gOhHWDgk4yD7++t7GsGd/Zb6QlNIWyx4swEmAlEtdXNcJ2opIe3gx0GZiu9rd1AAiSGzDNkKIbmEealWtFQKLrbw4Ii8mElMNcRqHkKp6pbhZawgEgaKlNxDoRm/PYaqN3oyoWAmKlwudIfOi9hMWpXuCZbQGjAsdVK4RJiLxGwBW1Hwik8xDGyPnRoIoYydb7IWKykidkTiFvpeUVTthuZnvHQjs9cvoNk/DZKLAV/CzHnbNjj6v44ZfefrnmP62JYDaOJKEX8FFCNWqtC8KC0hdaaUql03/sfRr0hfn9/P9PT06s2G3Ql0bW1losXL3L58mV27tzJjRs3Vq0NaTnC4/s+x48fZ3p6mueee44333zz4T/0EJ7GCPa/Dw3y5bFjtKcEpYpAgFAk6YASS9oTjC0R0wHZYJKMo7lVOsP62BYgT1I3YlQRK2W6vC3M+MeZ8C/T7e1DyJPUm0kohxn/NfLG0qyfRVEMnZnEoxwcr3NmaqEUjOGoDpJqI8opYm2cwOQRY1Hu6xigMNdLQ3wK1BwguOoQyk4hqh/BQ0sqNKpXe8CWmJsT4vFyOFqOYjgJR9rB3ggdmwDsFaABpfrCYibZGO4dCmBcMAPUjCLsOKBQkkRM1T2pnXCGawvCGKEjxGzlA+xEMVIZdl45BKlK1W8Zo56hVBgm7o3Vxs+JvVHXmuMhsgOxtyvOTIrQFzmO2It3UsVmKqwqVn2VyLUNozqBONZqtL1wZw+YQtiCJBZdsVOsppktHSg7W9kzzldW3IBW0JY5e+c1WIeZwh5MMEc218Po9GEK8iLNzbdpbm5etXnIy2U19mCjFPETzGLnttazkgk41RmpExMTNUP8ahS7Gix3bfWTeao2jCMjI6tmu7jU41Sj+3g8zpEjR/A8b1WHBqwVq33s3zr7DQbmztKd8ki4BiWWYpCjxfOY86do9mIUjE9MG0RiJFU4N2V9fCNT5Uu0uOtJao8J7zrNksHaKRr1RlzlM1l+A8GhO/YM1uZJ6V3Ela45M2WcvVg7SkxvwiGOMEbZDmOYJab665yZeompJlAWkUNoGyeWmCQIFH7gUC604zW+FtrzmRgxvR2pDf5OodUGGhtOhS+4+jVRB8BcreyfVvZbTS4s7DEVY317ubInexDsy4Qp281ABnBRzIGtqxS2k6B65lcKSyfItkql8EwlspyrVBCvq03DAYh7UPD34rklUNuwtoTYW0ABqRRPAYgNI/Swqvg4SA9GWiqvL4sWH2UrqWLG0GaMQB3EsWEafb4dokWZO4MEhCyWFG7dWDxLI4FsAxQiWYqlNDE3vHAw+hka429giZNzPk2Du4fixASXL1/mxIkTpNPpmqd1JpNZkdgth9VIEUcC+4SylLmt9Sw3RTw9Pc3g4CCJRIJ3vvOdtb7NR+W+dD+qw9qbm5vnTeZZzeKkpby+qrdxf38/W7ZsqX0mT7LArkUE+8k3v8gNc5N1aRchh4R2AcQdH1e7OLZATCeZ9sewtgstecbL4/QnNpI3szS73ZTtLZKqlUypi7nEKbwgSbu7EYPQ4u5GGK84MyVpcbcDJVJ6H55S5PzXAEPK2UHZnEJLGk/WEdMZIIertqMlhQ1O4VfSvknnEIH5OghoJ0lM78Z6kwTBTnxfY8pQtAUcdwuOThBzAyDJXG4bsVgeV98Eve+OMX81olTbECYIRXQPSByCHKhknW1iGcxF0M+gzKkwFUys4szUCrgVW8I7+6Ui6xBzFOHO99zITpAGwkbWrRVTiQIz2e00NhwP09e1yLUXkRaQWMVUooiYm1jpuzOM3Q4hdggjfTiSBWYr+60ZsBZLojY4HSp2iCRDIwg7VVlTD5Z2kMawCAqvVhRlpBVtz1cGAIB2wbfNoHcARXy1j7L306D30Baj5mRULBZrg8xPnz5NqVSqTW1qbm4mnU6vWmbtfqykyCmfz2OtjfZgn0QW9rYu5QS5VEG01jI0NMT58+fZtGkTmzZtumsCzuMQWGstly9f5uLFi2zbto0NGzas2WSexYiaMYYzZ84wPDzMvn377hrxtFr9tE96BFv2ff63N/6MGRlnc2MSR5VJOJqSmQNbJuU6FINJWtwMgc3RFesCCiRVBsUUU+VhWr028sEIvp0jplKUMTTLToy6VilsWkej0wg0EXObMOY6s/4raEmS0f0YUyCp9+GpGMbeqPS0CppxisExwIbOTHYM0ZsR4jiigTmU2oRYB0fy2Ir4ec4Wks4tiE8C4AebcLiMliwYSCUhMHEM21F2KoxKMZX91WaUOQn4FXEbA1pAMmBO3TGVwAPCQeZSSRULRazNIwwhlZF0lgRW1oN0VQaZd1E1lbCyEbEjiJ2885nihKYSMk4x2Ivn5Ct9uP0oexOxc3WC62LVDsRcurPfSh6xCofLtXSu2EtYG8OozThmAEss3G+VRgwe2owgTNXWIHYckSZ0naWjkfUY2YBQwADKziEEBIGLkXY8cxQjvRTin8Gq9Xd9z6pzS7u6umpTm6pjEq9evYq1lubm5lqEm0wmV/1CciURbDYbTgqK9mCfIO7X27oUliKwpVKJEydOMDMzc18rv5WknBeyWLEulUocP36cubk5nn/+eTKZu2c9rqbAPuw4hUKhliq/Xw/wag0NeNAx8vk8Fy9epKGhgdbW1gd6LC887mowVZjjf3vzzymrGTY3xRGVBymhxcGREilH4Zs5klozWb5Od6yTyfJV0roRV2lcEyOlY5TMBI26k7ItMVE+SUy60OSJ6x6anA1k/TeY9ks06i04OLiqm4Raj7XXyQWDCJpGdxeF4A0c6SGhd+OJwlJAmQZclcavVAZr6cBTcYIg7P90ZDtayiAJlDyDljRaArDNhKPhMsTUTFiIZLPY4BqlsoO1LvHYSaj/qshBhJMVE/9GsAZMEbgVpoehYioxjuh9dyqFpSsUXlLAHJgLdQe1iMRQ84aOJ7HV/V9Jg3ERblVMJXpR5hUak7UHY9V+lJ3Eqi1YhNC0fxorzajqMPRKkZNV+9GcAGkmkM1ADEwexKBNmBoXipXB6ftxzCsVy8ZkuN9qm0Ac9AJLRyOt6Lro2+IQyC4msj6NKQ9fvYNi/Begmp5+APVTm3p7e7HWMjc3x8TEBOPj41y8eBHHcWpi29zcvCKDCAgvqK21yxbYubk5lFKL/h19mngqBXa5KeGFLFZgJycnGRwcJJ1O1/YR74VSakVFUwvX9jAxm5qaYmBggMbGRo4cOXLfQofVnMzzoOOMj48zODhIe3s7u3btuu8v3FqniMfHxxkYGKCpqYlsNsv58+dro+CqJ5WHVTCvZH1Xpsf56PE/R5wsu1syKAnnhTa4Ljl/krZYill/nFYvTcnk6PJasJTojq1jtHSMeLCBjJNi2h8io9uxdpy4tJDxOpngVeYI6JSwZ7NBbyeuY8yWX6FEQIPajEgeLWlSznM4UiSozB6Nq1Z88zoFAhQp4moT1k7g6mdRJHGkjLV5lOrHlW6seQ1rw2jT1c8j5mglwBO0PgiVXtnaZ6K2Yu0M2mnFqg0E/jTYUUrFdlLJSpq1Mp/Vqt0IlwCpM/EPEOWi6ibsiB0JB4abV+5UCksvyDoErzJ7NVaLdK3aiZhv1rx7w8dvxEoj4GDVHsrFq8TcGaw6VDd+rmIqQXdY7YypmEpYMLcR1YNjq9XOY2g7hqEHER+xt+pMJRysJCqDz03l3cphzRxaZlDmVuV5Mhi6MboVZSaxZEL7Q8DSijBBe+MIRfs8xfivVNa0dESEdDpNOp2mr68PYwzT09NMTk5y48YNzpw5QyKRqEW4yymYqp4TVhLBNjQ0rHka+3Hw1AlsNWpdTkp4IQ8T2PrU68Omu1SPt1b+wQvXVU1Vb9myhf7+/geua61TxPXv086dO1m37sFWbWslsPWtQDt37qy1SwVBUBsFd/HiRfL5PI2NjbS0tNDa2ko6nZ63P1w91nJ4bWSI//3CX+I6JbY3pdCqSECOuA47NB2Vx1oXZI5cEJDSLrdKF+lPbsfYHG3uOqydwNgmurx+Zvwz5E2ebm83xuZwChtoTCpm/VcAod19FmNnSDv7cMWjEAxQMrPE1TrgJgUzgyddNDrPI+TReg+gEXMTvzK+zdX7seZlfHxA8PRzWHMJURsRm8BRzSgpVNK9YYIZa0LDCDMKjIB6FsxJ4rEyMAoGHNWCSAeeU8DwDOWyxQbT5EsxmlKnqJXumnMg3ShRiBnG0hBO1rENWEki5mxNXEN0aP5QsSu0KCx9lfRpFqQfa6+FPr+yCewEqholA64jlIN9uKpQMZXIIeYGVjoQewuxM+Herg1bZkTvRZkTGNlc2W8NwBoUVyqp6aqpxG2M2o1jvlnrbw33jBOInZ03OQdmQfXjBneKnAytGLWVcPrPDEO3NpDs+N9JLlNc74VSqiakmzZtmjcmcbkFU/WBznJ4q7bowFMksNZaCoUCvu/jOM6KxRUeLLClUoljx46RzWbvm3pdyvGWyv1EsVwuc+LECaamphY1deZBx1oq94pgy+Uyx48fZ3Z2dtHv01rswVaruqempnj++edpbGysbR9UR8FVi0Kqe1TVEVRALbptaWlZ9vfqi0PH+Z2rX8PVJXY0N9LoCWVboMl18E0OTylcFcdVAU2qCSGHIzG6453cLp6h0+sHMcyYaVpUM8bO0ORsBjvJRPl1YiqDJ40occg4+9DM1oS22dlLObhOXG3ElSQik/gmhxJNTHl1zkw7UUwhksSVZ3EkhZJcOBPVlnFUDGvCcXXYAFeawJyoxIMdaElQm8taRb0AzIDax9zcBInEDFoaUJIDG/Z8KoaJORq8Z4jHBjD0UCxn8H2DXy6TSt6uVcwKWay5BGp7zYrQkgldnWhFyIaVyTVioBoWpIo1gTocRraSqewBXwMS5AstpBPH5qWwjexFGMOqPiwukEXMOEq1ocyxcF32IlgIZC+KM4CHUdvDCwJTAuWia2YVNhwKIE1oM4BQojquztAGEkeZqzVjDACrOtDmzbDH1fkwxy5v50j3vbNlq8XC341qwdTExASnT5+mXC7XLkbvVzAVBAEiEgnsPXgqBLba23rmzBlEhB07dqzKXtn9BHF8fJxjx47R1NT0wNTrQtZyAg7AzMwMAwMDterl+6Wq73Ws1RD+hRHs7Owsb775Jg0NDRw+fHhJ61nNCDabzfLmm2/WpvF4nvfA4ycSCRKJBD09PVhrmZmZYWJigps3b3L27NlaRN7R0UFzc/OiUl+/c+4ofzH6Op4q0Z/xSDhlLAFIFk9SZM0ETU4bt8rDJL1ufOYomSxNboJiAN2x9WSDqzTqbrrcHib9UyRVK562aNVAuzpAyZyjnLyATztxmlESo9E5iCZHITiOpUhStVMMvoHQgCc9NOiNQBFP7cWVRsrBKxiKiE0QczYTBF8PC2ukC0cSWDOFqC0om8bRyUrkGEZhyuYJq4AcsEPh32o7mJdr70MqCX6wA3EmKkVL/YStOZNhRW9FgBQ3iLs3kNj+inAZSn4PxVIDpbJBa4dMw8lamXBo8LBlXqWwpQWrNgEuMEU4ti70NbbqWZR5aX6qmF5EteL7eUpmD66aQBjGqAO1SmGxoa2jlQ6USgKzBOqZ8LWaKaAZXU0VU0bM2YpgJlDmWugnrHqAONg42pytVQkLAdbOoASUqaakPQLZgJEuxM5gaaHk/Rgl/b3AVx952vReBVMTExNMTk5y9Wp4UdPU1DSvYGq1fIgf1ySrteSJFth6u8Pqh+j7/qp9EAsFtt6gYfv27axfv35Nq5IXe6x6Q4t7VS8/jNWyXayPPG/cuMGpU6fYuHEjmzdvXtJ6VjNFfOvWLY4dO8a6deuW5f0sImQyGTKZDBs3bsT3fb7+9a9jjOHcuXMUi0Wamppq0W0qlbrrtf5/j//fvDR5ipjj05uK0dOQAAoIJRqdBkrBHF2xNgJbpDfWg2/nyOgmJuwwU+USnW43OXMLTzyECUQa6PL2MeefZNq/TouzDRGfpLOeualWnIar5IJhYtJJTBRGFAm9i5hyMUyipQlXtaPMNYrBKUCRUPvwg1M4qg9FA65KAgW02o1WKcRcxlYGhTt0hxFaUAxdANV+xLwE89K0naA6AQf0gXA+q73KbHYbjclziLVgK2Ph6AJRwNid1hyTA9IoW52QA54zjOuur/Sw3sZYh1yhk1IpgUiaVOImrrZ1vTmNiL2EVCwXASydGL0ZsUWs2gbmWrgHKhtRdhoxx2lOVx8rYYrYzlZSxWXEjABJNLOIvV554M3KY59FmTcxsgErLeGiTRnhFqrSMytMoc0URh3EsWHLjpE2rHRhbBIld2wWw8eXQBpxzd9hiVGM/SKB8y5MxYXuce5L1hdMrVu3Dmsts7OzTE5OMjY2ViuYqvavFgqFZRVMzc3NvSV7YOEJFth7FTI5jkOxWFy156jumVprawYNhUKBF154gcbGxiUfby3adHzf59SpU4yNjdUMLZZ7rNVa08mTJxkZGWH//v211NJSWK2+3ImJCYaGhtizZw/d3d0rPh6EKTMRYePGjTQ0NJDL5ZiYmGBiYoIrV66glKqJbVNTEx879T+5kL9G3CnTFBPaGgyKAiU7R0JBLsjS4MDt8k3WxbqZ9K/T5rYikifjdKHsHDlzi7Ruwbc3mQ2u0an2ENhxGvTG0ELRf40CPs2yF8cdx5M+Em6KwAxRMjfQNBBTQj44j6KJhN6KIyXQ2wGDtkV8cxwoIbSguIQfTAHg6YMQHAudhGQjjupFUUDU3rB9lEToRKS2hFNwmAudl5iBSuo0RCPqAK4ewbfP4GoJ23BsAhiByl5l6D/sofROxLxSmYLTCcQqrTtDCKEwK/FJxidJxlvQhBW9QeCRL7YR2A5iMR/Pyd/xDiYBqhUdzPfuteodFVvFFqxtxQZXUMrBqk21FHStPUftRtmxUBAljP7FjGJV5530r70K9iqBbEdxFfDr+mENQgJdNwJP2TECMjh2qLZnW+2HNZJC2ZsY2inGfxmjQ5/hxTjRPWpEhMbGRhobG+nr6yMIAmZmZhgeHsYYw9GjR2sFU9Xfj8Vk/3K5XJQifpRUo9Zq8/JaTb+pfnlv3brFyZMnaWtr48CBA8v2yF3tIidrLUePHq2lPpdbTr9aAuv7PrOzs7VZssstq19pirhcLjM2Nka5XK65Va0m9RFq/RW8MaaWTj536RKfmRsg72ZJuJaUhk2ZFI2eQzGYo9lLUgzmaHJcwNDmpghMgU6vg5HSMdqdflJOjBl/jmbVQdkOE5cW0l6GqfJJBEu7tw1LkbSzF08sWf8YEivh0EzRH8DTHaT0PlxtMWYaLRkadD+l4CgB4EgPjjUElHBUP460hm02pLG2hCNprDlNOJUmwFProWKOb4mj1TaoClAVfRhsHmgN23PMVcBFVabeJOMAw+H+pno23INVPSApsD6YaZRopLavGc57teoA2IGwrUV6oDLmTURqjwXQukQs0Y7DIFIpkvKDOIVyP46TxHWLKNoqFopUxs+9Mi9VnPcbcbx1aGJhpbCdDEVTPYu2x8IUtL1dKXLKYKUFZUYI1B7AA5sFm0TZY1THx4X9sCmQHrQ9jiVBIOtA0hgctLmOVO0cAbFjWJXBNd/ASA+FxG9iVX/t/up57klOm2qtaW5uxvd9stksBw4cqBleXLp0qWbgX92/vV/B1FoOW3/cPFEC+zC7Q8dxagb+q0FVYI8dO8auXbvo7e1d8fFW6wLg1q2wnL+jo2NJg8jvxWpEjLdv3+bs2bMopXjhhRdWvJ7lCmx13xegu7t7zdxf7rU+pVTY+uNafmf0qwSpIiksDkWa3fBK3JZcjDtHQprwZYJC4JJxE0yWx+iJr8fYIutjO5kpn6dsumh3e8gGQxhbIuUksBZa3D0oxpj138SRBhp1D4Ep0eDspjAzi20YxTCLI70E5gS+n0PTSsrZCeSI6YNoSWCDSwTcBkq4qh8TfLOS5E0S15sx5iWgGWEznu5GyFVmtroICpgh3H8dD98AfQiCowvelV5ENQJxUAfI5m6SjN1G9LN3nJnq572qEtg8Vu0EQvN/S2qelaHYYSwuihxixsMqYdmApRUkhWOvE46nq2yhSBtxdwRHT9UiUT9oxLADT4LwucwNhGmMrEeYxuXUvCInq55DMYlR+8Io1I4RhvB+rQJZm/B9CNQBtH0DI90YaQc0mAKaQmXkHmHFtj1f6Yd9NTT1J4NRPVjbAKLR5gyB2k4x9n9g1fwBIavRJfGoqJpMOI5De3t7rXr/XgVTmUymFuFWq/ffqjaJ8AQJ7GJ6W1czgs3n8wwODgIsO9W5kNWIYIMg4PTp04yOhjMhN27cuOI00Uoi2Pp96fXr1zM2Nrbi9SxXYG/evMmJEyfo7+8nCIJVyxYs5EEnteNjN/i3Z/4SI7MklI8rlt7GFD2pOEFQQIIiNohRyE3i4eDHpwmsS6PjMVo8wbrYdiw5PBUnJiXKpkBG9+PbEab906RUL46eRUuCFvc5jLlJLjiDljhputHxIRRdpN0XEHIo1Y0Q4EiBYvB3gCWhD+L730BowpH+mngqfRDBQTOLtaHjkZJGXJkFczm0HpTNKCahzgEp3G/dDJRB7QoN/JkGtSOcqVo3VzXuOQR2O44dC32IxYKZAFKVtpbqvNfTWOKgtqDMS1iaw0iXBKBRZgipCLtgsHYUUWnEhNXQFhcrfRjpRqsCYsHaqXBegPUo+x00xF6l3g6xxLNoDLmCi+t1orhOOG5vN86CVHEgWxA7A9IURqKV+bBWempTdpS9CfYmRvpQzCHMVPZnm7E2TFk7ddGzMI2YOCKTlYj4BQqxXwZ1t7hUBfZp4H5FTg8rmPrTP/1Tzp8/T6lUoq+vrzZWdLW4cuUKv/ALv8BXvvIVRkZG6Onp4Yd/+If56Ec/+sCCTGstn/zkJ/nt3/5tJicneeGFF/jMZz7D7t27l7yGJ0JgF2t3uFoCOzo6yokTJ+js7GRmZqbmJbxSVrq+bDbLwMAASikOHz7M1772tcdm0g93WpVyuRzveMc7KBaLtch6JSw1ojbGcP78ea5du1azXqxW+64V9zr2V2+e5f+8+NdoVcATH1eVaYk7JGIFHHGY5TY9yVZul27Q4/VQDGYIApegPE1QsDS6rUzIGTKql2a3idlgiEbdTdlcJ6aaSXvPUQhOkwvGadRbKJthXNVExjmIYpayGQFVxJM4hUr/ZFx24KkEIhkc3YWDgzFDhIbxCleVCIK/BcBR28IpMZWKWy37cZSP0AzSV9lvzYfuRDUyoBprqeMqog+HYqm3gZ2r7M96FEsxkvGTFWG7UnnsQcScBukJ9ykxYGaBoDZ+TpgMK43VQcS8XkkVd4B0YW0MRM1LFQtljGRQ86qKExi1DaGBRGIOazoRwgvV2fxWGuLHUBhaKuUVhkaUDs31A7UfsVOIvYaRnSh7BqEMNWOIeKVQaohA7SIcXJBHjEbbeuvEq1h7A6N24ZiXCOfDrsdII1gVFkHZi/j6uyjGPgZy7z3Kp0lgF2OTeK+CqWQyyRe+8AX+y3/5L7z22musW7eO9773vfy9v/f3+PZv//YV11WcOXMGYwy/9Vu/xZYtWzhx4gT/9J/+U7LZLL/6q79635/75V/+ZX7t136Nz33uc2zbto1/+2//Ld/+7d/O2bNnl5wxe2IEdjF2h9Uq4pU8z9mzZ7lx4wa7d++mu7ubW7duPRJziIcxMjLCiRMn5lXDrlYx0HLWNT09zZtvvkljYyOHDx/Gdd1aX+lqrGexxymVSgwODlIsFjl8+HBtr2Y1Wn3ux72+g3946VX+6MZRPF0iJgEOhgatWdeYoNFVBLZAd6wJKNMd66RoJmnympnwb2Jch253HVl/DC9oomSv4BcaSageyrFRyjJOg85QMlfwVC+NahMlc4myHSVGOixQshpPdxHMtSApi6c24qkW/OB1SsavODP1UjanEVrwZHulzcagdHs47s0OAx7Wajy9AzGvhTbBgFLPIXWTXSAFajeggCzQDtwGJBTM4KX5b5D0Axo/sPj2WRw1B/Y6ovfUFRKFfaRW+kFmK6ni7eFz2TLQgK5r+QldmuIIudr4OSu9WNoqFcQ3Kuurfrdbwxms9s5FoCWNUc/Q0FDA2p0E5jpapimWmgFNMnZ83ssI1EHEjlfG21nEjFWqkNMoG07D0dX5sOpZNCex0oqRLYStPNmKHWLFZpESYi9iZWdojkGBkvu/Unb/Vx40x/VpE9jlVO8fOnSIQ4cOMTw8zNatW3nve9/LX//1X/Mf/sN/YHR0lJ/5mZ9Z0bre//738/73v7/2/02bNnH27Fl+4zd+474Ca63l13/91/noRz/K937v9wLwe7/3e3R2dvKHf/iH/PiP//iS1vBECKxSalEfkOM4y44Qc7kcAwMDAPNO1GvRWrOUVEe96O/du5fOzs7afY/SQ7iea9eucebMGTZv3szGjRtrr2U1DSsWI45Vkc9kMvOmA1VZzDGWm3aqP/b/ceor/O34CWI6jFpdKRPX0NYoxHSBWT9Pk+syXr7JhvgGpsu3aPWasTZLu9tPwQwxY4Zoi/US2Enm/DJNbgMlMw7FJrwgwWzyLKgiTdJAwVwk5vSQUuuxTFG2Do5qQHOLWPoWvrWk1QtgJ/H0PhRxlJ3BMg54xPQGrDlBEJQBIeYcwgZfqyQqY8T0O8DeArUbsTFE0hWrQKGWI1UbwBwHcnXvSmfF3SkIxdcMA5OVf18C8jRWa1VsAqW2gr1d8QaWitlDCuwFqnNVMWdDEVVbUOblOkOJBNZqxA7VCpbC495GVEtdqlhjpR8r61CUsHYEKuYNFo1Vm2rG+hAuY2q2n0xjBsSh5DehZRglBSZmN9HaWL0YuBIuj16sJAGPQB0A64fCLv04tarisFDL0AqSrBhMVF2cBGs9tBkAyhS9n8F3f/Ch37+nTWBX2gebyWR497vfzbvf/W4+/elPr9nF8/T0NC0t9/d0vnz5MiMjI3zHd3xH7bZYLMaLL77IN7/5zadTYBfLcsXw5s2bnDx5kt7eXrZv3z7vi7va7kuw+JN6Pp9nYGCgVpW70Bh/rQwi7kcQBJw6dYrbt2/fsyVotSbYLOY41T7bhSJf5VFEsMYYPjb4F5zMXiLhGGKqjMbgWmhOaHoSSRxliekSnsRo1C7FYJYWN81o6QSdbj+egsAmaXQSzPnnSet1tLubyAZDKEdo8DzCSGkLyp+jJFexegaZayZIDKJoJqE34CnF/5+9P4+SLDvPeuHfu/cZYs45K+ea5+7qrqHVXS37yg3YtzHGIIOwruEaAQIutj5seQTbmNa1LVl8NgaMDdb6jCwbGXGZLkbAknSvsLDcanWrq7LmecjKeR5ijjhn7++PExEVmTVlVWZ1V8l+16pVOUTu2HHixHnOOzzPA1VKOY9ULEY5iIaNYnof1lwgIIeQIa5fQMhGQ0ZW4whgl0D6AIOnWsDUBpVsO0q1NcQfwAcZjHqhNgu0chtgu1ASXyUqEb0Rx4E86INgcwTVGyidxlFJxJ6tPU/NKF0dBXsWZKCpVJxDESINsfxlMMsYdRixJ2ul4q5aqTgGTRPI0eNDrLSizRuNiV5LDCM7QTJAHsvtUrGRg7SmrqC5Fd1LaCIHHHWETKZKITgI4RIxd5JcqYeEv4CjayVzSzRwpZ5Dm+uEsh8kctnBVBCWbvNh7RjYMUJ1BMe+iSVFyf9FjPO+dZ2DGxVveCdjo3u9G03ncQx3Xbt2jV/91V/ll3/5l+/5mKmpyKmpOdGpfz8yMvLQz/lUAux6Aax5YGhtdrh2zc3aX/15H3T3OTMzw5kzZ+jp6WHfvn13PUE3i/aznsyzUChw8uRJtNb3pAS9Exl13epucnLygcNnj7MHW6yU+XtvfZ7p6jRxVcWVECVlYjokpoTWRBXBoWxyOIDrClWriWuDoNgWO8B05QTQT4tuoxTO4kiC0EyiVIIWdxfYRQrhCDHViqNWwAuJq0Fc61H15wlMgrDUSpA8QWgtYjrR+IDBV4dxVKI2+dqGtQ4xNUhYkwtU0o2rkhhzs/b9VlzxwZZB7UNsEiUBmHNNr7oayQqG/7PpZ0nQz0VZK0Ww9VKxqmkRr54qLld6SMbjIC018ftlsGOgDiB3KRUryYEtYWUPVtLR/u6YKp7FWh+RClLviTZKxS0oO85t9QmIFJ2WkKbXZslg1SGwRbKFXlpSWYSlGg2nA21OoAHXARwI5RCJ+DLl6jby5SqOLOJ7WarBIEk/Go7UNvJtDWUPiimsJAjlmcjj1axgJYNjTmBJU4r9CkYfXvf597RlsA9rENAcDztF/Nprr/Gxj33svo956623OHbsWOP7iYkJXn31VT7wgQ/w4Q9/+IHPsRZfHrUS9kQA7Ho33gxgD+Kq5nI5hoeHcRznvpzNx5HB3u+Eqw/s3Lp1i4MHD9LX13ff9d4JgK2rId0tw2+OzTRuvxs4NlvdHT9+/K5Wd/V4nBlsNizzoxd/j5KsEHMqxAWEABdQgTDYlaDN86jaAp1OCzOVyygGiOuQueoVtsUOYmyRDmcHoVkgHxbIOFtQZMkFMyRUK8XgHDG9hTbnIIplymYcTQxhhqKdwNEdtDmHwC8ShAcxVYWoK7jxaUIrSHkv4n2DEFB0E3N2gi3h6GMIMTQloASyFa260eYC1CZ4RZ5F2XM1MHNA7SDqsXqN0mg9RO1CwreBZpeo/loZ19TKw2PAMuhDJGMXI4u72mliSUTr2/mmUvE82DTKXr9dKraXwfqgdiPmDSytjaliawWxY6t6q9gplOpCrSkVG+mL5B1rU9JR0VtA78atDWq11q7loewF4iCKkD2RMTrFiIZjToCA40WHxdCKMYOIClnM78KaCkl/mYAuEu71mqtOPiqJ42HUTrQ5Saiep+z9NFbveKhz8GkD2I1Y3j0swH7kIx/hgx+8f5l927Ztja8nJiZ45ZVXOH78OJ/61Kfu+3c9PT1AlMk2D1nNzMzcNUF7UDwRALveqIPqgwC2Xl4cGhp6IId0swH2fiBUKpU4deoU1WqV48ePP/CketwAa63lypUr61ZD2ixQuxvALi4uMjw8TEdHBwcPHlxXyelxAOylhSn+ZfUMjgqJOQFxFaKkgqfLqKqirbVEe6yVueoog34vgc3S5fZgWSGhWoh7IVOVE3Q7u4hrn4K1tDid5IKzJPQAnd5+AjuHoUhMxSgGX8eTbhJ6O65YQptFVC8xFacYRtloQj2H9cZRMkBuxZD04wg5quUewtAlFVsiDGuG6Op5sG9iiKQxXfUCylwA0kAPonpqurt1RbQgki2UMbDjtZ/FQIZA9SJ2GWgHpmq/64lQq0mpCED0ywh5lvJbyaSpUWDSILFG+ZeaJRzqGGIvgPRjpIVomjjiyt6eKl4Cs4RRzyP2TK0U3B35w+Ij1kEape2oVGwkiTJv07CuI46R7VHP1mYxdKJq/dxQdkYm66w02s4WRajeA5SbpopvYdmCEoOjbuApSNTunYvBM3gywkqhlyB08bwQz82jVRLHXMDILsr+J7Cq+2FPw6cOYB+1RGytpVAoPNR0brM5wYNifHycV155haNHj/LpT3/6gcd0+/bt9PT08KUvfYnDh6OKQ6VS4Stf+Qqf/OQn173HejxVAFsHsHsBYrOs4PPPP98gPN8vNlsd6l7rzc3Ncfr06Qd6pTbHZvZg1wJsfTq3VCqtWw2pDrAb5as1v4fWWkZHR7l06RJ79uxhaGhoXWtvVj+4Of5g8gq/ev3/QTlFfA1xsSgT4iqDbzQxTxhItGBshS43xUJ1hC1eLzkzhjaC58QIjU+fd4CF6mlSto92t4/ALqBEiGtNNjhNXA3S5R7C2iW0JEg4XZSCE1QI8WWIpNMLhMTUYVxxqISnsBRRKBJ+CceLQCKhngc7Txh2US71Ui07eE4B192K4xhiTjvKniUC0wpa9dVKujqa+pV2wAeWoEkfFwJEEsiqUnEa9CGwAZCvZcOLgK4ZpEel4obOr+wiEmpI10rFS9FUsTrUENbHXov4qzIAUq5NFe+L3GlsiahUvHqqGAtKPMSO1wQoBrHSgSVZm5JuZhl4aKmgmihGxrYwt9RHR0cSIx7KWIRsLevcvUriEMDI3igLlhQhPYidQ5ggVIeJOxHAtyQjhaZK2IExUA2Wmcy+yEzhQ7S0hrS3lx+aCvhHBWDh8bnpTExM8G3f9m0MDQ3xS7/0S8zOzjZ+V89UAfbt28cnPvEJ3v/+9yMi/PAP/zAf//jH2b17N7t37+bjH/84iUSC7/u+73voPTwRALsZgvorKyucOnUK3/cfSlbwccgvNoOZtZarV69y8+bNdXmlrt3b48hg60btLS0tHD9+fN3SkM1eqRsB2DpQ14eq5ubm1m2917yXzQTY/zwyzO+MfhVHlfF0QEJbPAWi83hG4bpl+tPtVMwKbW4HZWPoctsIWKHT7Wexeo65yix9/n6MLZBUXSQ1rFTPkdaDdLi7qdpZlDjEVZVc8Aae9NKq94MtEdM7cSRGaC5SDK+jSBJXA1TDSVw9iCMtOMBKMIvnpom5WzA1VSWtYyS8vdh4NPxjTBqq7Yg+QRAmMbYNV6eB4dqrDaNSsGqH8C0iUPJBDQKdCC5irq8+QGonhF9nFYDJEKJ6ooldtQ/MGEKOkGdQ9kqUSTaywzii9iJ2CaOOAAax81ibQGwkyB9t/iKRMfrBaKpYOkB6sfhgLdpO1+g5dQGKUZCuxqRwxDvdhqUbpVhjawcB2+huO7Xaqo4dWNUOGELZVSsVlzHqWbS5EgnyN16Hi1GHEArRVDHlyMNWWnD1IqKXqervQKmP4oW5VabmzRrWD/rMPU0Au9G9Pi4lpy9+8YtcvXqVq1ev3nHdbb52XLp0ieXl5cb3P/ETP0GxWOQHfuAHGkITX/ziFx9JNe6JANiHibVyic0Z0KM4uzzODLZuIFAsFh9JM3ezS8TNx2o9BvJ3Wwc2/oESEarVKl//+tcbohoP28PZTID99Ytf5f+dO4GrK/gSgA1xBBwLPoIJIJW0tMdjLFbHyIeGNjfFQvUG3d4Q1uZoc4YQCsxW3qZVb6Pd7aRi5onrdgwT5IIyST1IxmkjsEt40klCJ8mHrwOGFucFIIer96PEBTNPYEaw5HHYhgnfokKIF3NxZQ82vIJWuxGSOCodidmrw4j4+GoB9DygUKoVbUtouUax1EVo23AdF+2mcMJvUJcbhDLYMoqbYKdrP0uBDIDqjig2tEKdMiO9KAmRundsLeaW9tLWqkAdxNrl2gRxC0rSjaGjhs+6OhyZkMsARtJEakkLRNZvp2qPnY96turZBmhb6YuyYjQWD1WXZISaNZzgcKFRdraksDKAkU4I5igHSXw3H+2BHpACuumGIioVv4yiRKgOoMwcwjiQxEgPepXJAYSyH2ERowYI9Qepuh+mNaZobe1mx44dVKvVhqn5lStXKJVKDY/VumTg3TxWnxaA3UgGa4x5bAD7oQ99iA996EMPfNza64iI8Nprr/Haa69teA9PDMCu94LZDGDVapVz586xuLi4IaeZzc5gwzBkYWGBU6dO0dbWdlcO53rX2iyAtdZy+vRpFhYWOHr06H25YPeKZvrKRqJYLDI7O0t/fz/79+9/pAvJg84XEVnXzcMvnPrvnMhewtcGRwJcXUJLFQeD71VxQwc3XmUg1YZIiQ6vh9DOYaxPjzfAXPUMCWmnw+shsA5d7i4q5gbZqibjbsWRkIqpEFdtGHuN5SBPXAbJONuwlImpfcS0TymMSqExtZvQTERG8dJDTPcgFLH6OcRCuTSNxC5EXrO0oBnFhJFdm6MOos1VImEIBRzEVdepU23isVmMXaFU7sd3z2GMQzUYRHQrjk7gMB9N/DaiAuKtniqWdpADiArArmBttlZi1aAO0dla64vWh5xkJwoPK0mstNUAcwyrjjQJUFyOSsX0ROILdh6rDkbuODaHkEKZE7clB+0E2Hw0/Wuv14zMt4O0ATG0nYSaL2z9dVjROOar0WFRYKWTUHZH1B67hGW5ocZk1WFcs1pIw9CPUW2AR8gziJ1GMUugnkObswghZff7CNy/fMc55rruKo3eYrHY0OgdGxvDWrvKEjEejz9VGexGALZQiM7NP9YifkKiDrDLy8sMDw+TTCZ5+eWXH1nuUGu9KV6p9VBKMTk5yfT09CN5yq5dazPAv1gsNv7fyLFq5vk+SlhruXnzJhMTE6TT6UfS9qzHRjPY0Bh+7O1/z63yBL5TV2cKiWmDqRg8P0Qqgng5uhLtLJkbJOwQnq6yEhRoVSlA6PWeJRtcYLYyS4+3Dy1VrG0h5baTDU7gkKbV2YmSgMD2EUdj7Q1ywTW0pEk7W7G2QFwfQRPH2ilCBJEQXzlUa+Dmqu2IXcL1ikAfru7DEQN0YO12tCRRTAMtUZ9SHUDMMEg/SO3G0+RRUiERi7I1pQJ8b5RcIYEfPwdYjIljZACt2hFx1vRmQWQrYr+OhE1VJNkB0oUlIFfoIZVYQKhg1TMoE00KS6PE6mHVIYS1HqxpYDbS/4VINhEBdQRt3sY2hPXdmpTjCspGr0MIEXsDq9pxasBoSWDUANa2YkWjzeVVr8PIFrR5m7oZukUwbAPVh1AilK21UrEhlCGUzeKY8VVrBOoFhDyhOkLgvJ/Q/V/Xde7F43Hi8Th9fX0Nj9WFhQVmZ2e5evUqruuitSYej1OpVO6rm/skxEYANp+PKgl/DLBPSCilmJqaYnp6ml27dt1VhOBhYjNLxJVKhWKxSKlU4j3veQ8tLS0bWm8zerBTU1OcORPJth0+fHhDussbyWCDIODs2bMsLS0xNDREqVR65H3U9/LIjjyVEj9y4t+zEM4Q1yGeWDQVfLeErrq4yRJe2cf1S6R0ks6UQ0ztYCUYIaEHaNFJZioX6PP2oyiR1H0klGY5eBtf2mh3d2DIE5NeUk47uSAanGl1nsOhiqjdKNFYc5NSOAwIKf08lfB/Aj6eDBBzOrG2gqePoiUJ5hqGAlqX0LYLMW/WirsKXx+BGv8VNFo9d9vJxo5E/2QnsADkI29XIu9SiJNJ3OayKlWkXFomVDP4XtSXsrQh0l+bxp0jEuTP1n7XQ9SH/DoCpBN1MYZvQShFTjZ2rpYZt4C03y7/1p7TqENRVioDGCLhBjEziNrSGIgSO4nYSYzsRpgEijUFpzawFiTRANdo7QLWrCCygjZTtb22UzHdrGQ17a0h4HKbfpRExEM3rWHxCNRhIMDQglgPxXTNfP05HPMWliSl2C9j9AuPciqu8litm1gsLS1x9epVVlZW+OpXv0o6nW440NzL8u3djI0ITeTzeRzH2TQ9+CctnhiAXc8Fs1KpUCgUyOfzvPDCCw81FHOv2CyArQ8OiQi7du3aMLjCxkrEzQL5Bw8e5PTp0xtWR6mXXR8W2PL5PCdPnmz42k5OTjay6o3s5VEA9sbKHD977v+mZJeJqQBPV3GtxXNsNFGqAhJSxrqWmDJ46SmSeh8ls0hCtWDsAr6kGfIPMFcdxiVJb2wXxhZJ6+24qsJi8AYurbR5u7C2SELtJq7jFIO3qABJZx/WzKGlBVf14aCwLKGlA1d1ImaUSnAZsMT1C5jwK4CD0EEhu4d0qorSxxDr4AgIeazaiVhQ4kcTu+pIjU4zD7YV7AUaYGKuAkmU2gpmGEhG0ogkAU08Ngrc5pwak6VUKpBJNgk3SB9WtgNBNKyEi1DFWol8VdeYA1jZUZMc9LE8i9hphBmMOtpUKp6r8VbbEWlB7AJGHQJcsMtYm0TZ85EIP0SDWnYS0bvR5o0aLWcQKymsVSg7i6pTgwBhAWv76Wo50xhaMtKPpR8RB7HTWFTDPCBU+9HmGw2FKABDJ0ZtRwgJ1BEq/k9g1e6HPg/vFVprOjo6mJ6eJh6P09/fz8LCwh2Wb/VyciqVetct7TbSL657wT4t5fCHjScGYB8Ui4uLnDp1ChFhaGhoU8AVNp4lWmsZGRnhypUr7Nq1i4WFhU3ZFzw6wJbLZYaHhxuG5MlkktOnT78rusZ1EYu1JgYbHVBazxprLzwn58f4xYufB/JR5qoCtLE4XhknFFzHINWQoKJJu5aYxOiL+SwH43S4XeTDMXLhMr3eTiCg2ztIaMaZr7xJSg2SdtoxlEg7e1F2jpXq62iJ0+bsBVsioQ/jKZ+qOUdgFxEMmixlMwpo4up5NAVE70GsxlGCtbOItAMKT1K4magaYU0/rgiYiQgrZABFWNMEBmoepqhjYM+A2hpJB9owKhVTBHOhdmTy0dfqaI3faqOyskRCD1ppUonVgz25fIJU/OuIRKVii4NhN4vLDu1tNeqNHYswXu1FzBjK5ht/b1EYdRShVCsVFxAzCtKGoozUnXhslH0adRRlh0EGMdIW7dGsoEVQDZnFImIvE8ozaHs5KlPThlF9YONY8fHsiTVniYO211A1ez6Li2Eroeqv6Tt3NmQWLWmQDI55CyM7KMf+GVZtzPHlXlHvwXqet8ryrVAoNCzfbt68iVKqYWje3t6+IcGHR92ntXZDGew3q9k6PAUAa63l+vXrXL9+nT179rC8vLyp9IyNZLDVapWzZ8+yvLzcoJksLy+/q+48dcGG9vZ2jh492hiuetwqTGujmZ60VsRiM4a3Hhak/9vYGX5r5A9QksdVBkdV0FIl5jhoXcQxMRLxFaxN4ftltBi2trRTNYu06QyVcI4Wp5fAWOaqw7Q724kpD3QXKaeHQnCGxeA6abWTmPYR6SGmtoAdpxC8iaBpcQ9QDi/gqh58tRONjaaEpY+Y7iEI3ySwoKQdX7UQhrVeqezAVQkESy63i2S8A98TsJXaYE8Lys5FACq9YGejf2pfk+n5ldrB34NilkiF6QCR6XkRSK4Wj7DzQAIlMxH/VMBKP9BJaFPE/FEsplHmrQYplBTpap1YRc2JwLOEVTvATCLMRTxXNdjIXOtrWNlfc67pw8og2GXEjmHVgaYs9yZib2KlH6XCSEBC9mAlRWTenkCbtxprCosoU8VKL9pcAYFSpQM3NhC9PruIcNvPFgKsasFtlNwjYA1lD+AgskIgL1KO/WJN6/jxxN2GnESEZDJJMplkcHAQYwwrKyssLCwwMTHBpUuXGnSgtrY22traHmm48mGifu38Y4C9ezwxAHu3MkczzaXe07xw4cI7IgzxoFhZWWF4eJhEIsHLL7/cGETYbG3jcrn84AeyOpO+m2DDO+nMU61WOX36NPl8/q70pM3KYO8XxWKR06ejrOt/Vqf4SukSvhPiSk20XyyRIE8BL/CwpkhlJUYqVqG44NM7sEAoy7S5aZaDERIqA3aJmGqn1eliqfoWZRPQ7R1BKJNyduOJRy54i2oQklI7caWClnZ8pxdNiXI4SmjzxCVFEL5NQICQIOnsBbuMqw+jiONIBWvzKOnHUVvAnMeacmQrxx48dQJbO8eUOoaYr9PwnQOgLRKSoBRlsFTATIL0o8w5GlxWc55Gedi8CdIVATQeIJGUoW2qyNhpUJ049g9rIvkOVrYRmG5CUwImoOk6Wwl343MbqKBeKm4FBKv2ITXurFWHUeZMbaq3Zg5AvFb6buLOmjmQOJppxOaic8Fexlow6kitL9pOqHoBvybCn0fZK409xLx5DION8q/FxchWDK1AHGWurdqzkXa0vYqwTKD+JGX/50Aeb89wPVPESilaW1tpbW1lx44dBEHQmE6+du0axWLxgXSgzdgnbBxg3+0y9+OKJwZg18b8/DynT5++g+ay2VO/DwuI1lrGxsa4ePEiO3bsYMeOHXcA2WZKL64HFJsHiF544QVaW1sfea0HxYMy4Ww2y8mTJ0kmkw0f2butsRkAe699LCwsMDw8TGdnJ59dOsdw8Qq+DlDG4DgWpcrExUE5ReJWob0lKCRJZnKE2QTpeEiL7sJVRaoWut1tZMPLLAUrDPgHseRodQ7gqpCV4C1A6HKfw7JC2jmELx6l4G3KtoCn+nBshYpdwpNeks4eFEW0PoAA2s4S1GQOff0cmLcJavq8nn4PmOvRgBEJHNVOmRkMz+IohRBDpArqEJhpYBJkK1AAe6kJcEHUsah8rPaBxMDmaxKJ4e1ScS3zjQzSI7qNlUGQTrAKxIEm3qsQYCWJJ6fwvehGMAh9DFspVZPRJLCTwvciIAzsEJrFxvQvRNO7Vr1UG4iK1K2kxp1FUrfLv7WSt1XPoe0trOrHkCQasJrBqi2RfjBRr1WbBYxsi9x5WKrZx3VSKVcolhUdqbONXqtQBTuLElC1ErIljZEBjLShyIJdoOp8kIr3IyCPf8joUWg6juOsogOVSqVG/3ZsbAxjTKOU3NbWRiKR2DCw1fuvj7rO4+LAPinxxAGsMYZr165x8+ZN9u3bx8DAwKo3T2u94QnU5ngYgG2WYrwX73az1JdgfaCYy+U4efIksVhsVSb9KGutd0/3AsfJyUnOnj3Ltm3b2LVr1z0/dJtVIl4ba4U0/tnUm1wJRsjENS7gUkWo4FSFUBXwQktgQ1wcXDekuhyjtXsKsu2ktUPezNCiM1TNLC16G9pZYbH6Np7K0OZEyjCtzvMosmSDNwGh3TlIJbyB7+zEIYmwQmBnUTj42qcSRuL0Mb23kY258iyubolARu8FU8JRKax5GzBYW8bTW8F8lUyKaNiHrU02c/UDGykLQTfIFjDjQB6l9kG9xGoWawdwF7BElME+D2gwi4jqWCXcgB3F2hDEIGYKi49Vg2AzIMkaDed2lcUYjeOFZPTtvQWmnVxxEBMWcJ2QRCyPVhUsDlJTbGqOiNMaA+IRd9bMIExi9TGcOoia+oRzBiudKDNJqJ4hMizIgXVR9lrDTEDsGNZOILKfztR5LB6hDEa2edYglND24u3ziyxWPBzzdYSQivt3qbrfz/1M0jczNsOuLhaL0dfX16AD5XK5O+hA9ey2ra3tkehAGxXEyOfz9zX1eNrjiQFYEWmI4VcqlXsqH71T2sFrow5kvu/z3ve+955j5UopKpXKXX/3sPEgIKoD2tatW9m9e/d97yIfZ4m4eWL5ueeeo7v7/uLmjyODNcZw/vx5ZmZm2PfsM/yfV7/ATHUKzwlwVZmYsmhVIaYqEELKDwiCClJx8P08lcUEnmcIF7to7ZjB4LPFG2AluIYncRJYND5d3lEq5jrLwSliqpu4xBHl0OIci8rA5hqhXSFOP+XwdUDwZZCUMwRUUPowrkoQhqexLBFaF99pJawBr0g7nmrHmtNEHqztuKoNkTLoYywtFkinUkAJ6ADma2/MsRqINh/XdkTtJuKTHgOyYEZA7a2Vh6tEdnITQByld4AZjqaDpY3Ir9UC1xEb0XKEMtZcR9RhVEOeMANqgNCkyRbmaXebXG8A5WyjJXmyIRRhrZAvDVAqJ/GcAr7Xi+9MIWIxah9iRhB7e8rcokAfQ9liTZ6whDJjkVOP0MiItYmORaieR9lzWOnB1DjAYpYQSZFw6gNRFbS9Rsh2lF1AWMbSglH9WOsDMbSJBspK/s8ROt/58CfpBmKzhSZEhHQ6TTqdZuvWrQ0tgYWFBUZGRjh37hypVKoBuOulA21UhziXy31TZrDlcjkSi3m3N1KP2dlZTpw4QXd396rhnLWxVipxo7EegK2782zbto2dO3c+0J1nMzPYu+3NGMOlS5cYHx9fF6DV13ocQ05104Byuczx48fXNbCw2T3YZpu7oWf38/cu/h55s4TvhHiEuBYwATERVKCJOQG25JFKFrA2hm8V6d5ZCrPtJN0yOvAxap6CTdDm7sCoMVbCy7Tq3YR2gZjqIe1soxJcpmjG8G03SuYJbRFP9RNz9oPN4qoBHEkgdoxScA0QUs5hguAPUHThyF483QWUcfRRFD5iZ7BmFghwVBvaToC5hAVE7SOTGMVRhSYt3e6I1yqVGnCOAnmQbSjyNSBtCnUM7AyoZ6Pv7TzYEko1u97cAHujZi93FvAirWFSYMqI8m8L9gPCCtYGaM7R0RKVg630YNkCkqmJ8DtQp9fIFlJxSzp2W/whNC7zSzuJ+QbXHcJz5tEyhyWGqJ2N8u9tes0OIMRKhlD6wC6j7C2MOoSuD0/Z0SgDpzXi39rrlIJtVKo+yaSLNQptLzbEJoRllFnBqOfQ5ms1juuvPTLHdSPxuJWctNYNMIXoc1yfTn4YOtBGM+1vthLx0tISX/jCF3j99dc5cODAkwOwSin27dtHf3//fR/3ODJYa+1dT+hmw/Z3w53nbmBdB5MwDHn55ZfXXV7ZrCniZqBeXl7m5MmTtLS0PJQc5GZmsEtLS5w8eZL29nZsbxt///x/ICCPryq4NYN0bQ2ul8WWPJLpPOUVF88NUFWHMChQDFx800JH9xy98R1UiksE7jRukCRfuYoKUiSdPVT8Wxibpd09SKl6Dl9vISHbUCxRMRNYCfFUmWIQZXZJdRhNEaV3gdW4UsWYMUCjJIGWeYIwKkt6+lA0zEQJ8HDkPWiWQQ0h+AgJhCXMqgw1DaoV1nBOUcdrZdvO6DH2FpFB+v4mAYqaCL7sQCkB8bFylMi+bhJkAGmAaADmIpYulCQQM7pahB8XMecRcrf3YKNys6zya92OlT4U1Vr5uun9dA7R3fb2qp/lS91AB66rcZ3daCZqyknPoMzlNSL8GiPPIHaeUB0mGoiK3FOUGFSN9hNzbhJzIOB5NKeBFkK1G4uPmBxIDG2GMdJB2f9nGL1vHWfj5sc7LZV4NzpQfWCqTgeq92+b6UAbzWALhcI3zRTx0tISH/vYx/gP/+E/sLS0xLFjx54cgO3s7FyXOMPjAFi4s5eQz+cZHh5Ga31fw/a1sVmZ4t3Wmp+f59SpUw9lebfZ+6oDWz2r37lz50OraW1WDzYMQ9566y127drFdV3iV8//R5QqElchDgEOFm3BE4NbjeG4IRR8Mi1ZJJ8iEZ/H+haby2CCEomgh5K5hpZWOtR2THwKY7K0xDqpmhkod+IE7RRiN8BdIhb2UJKvo4jjq34SOo2hiK924qsWKuGbhBYc24OvFNVwFEjgq0NoCSN+q92KlnhEX5EOrF3C0wcQ840IPKyg9FEII9B2HDB2C8rZUfv9LJEiUZQdSmOquBmIu2oG6Trqt5oZoonfZ1HmCmLL1AX+LV6N3nMNqw4SqTYVwIQo5qKsEBoi/FYdRZk3sAghA6xkXVoyHSC2CaAjOUMrqdrkbl2eMImVrVhpR1jE0oqwBICRAZKxMlpWSzWulJ7D9wIcfQBhqbafqC+sawpRddN4IztRFLDSRigDQAkb3KJQ6ScTG66tuIg2i1giWz2xZwjUe6h4P4PV97/Zf5zxbmoRN9OBBgYGVtGBJicnG3Sgtra2DQ04QXSdXa+365Ma9ffq937v9/jyl7/M22+/zRe/+EU+/elPPzkAu97QWm9qibh+Eodh2Jh4nZqa4uzZs6vEER5mf5s9RWyt5caNG1y7du2ug18Ps9ZGQ0QYGxtjZWWFw4cPP9KHY6MZrDGGkZERqtUqx44d4wuLV/l3N/8QpYskNGgp46gSrlG4XhZVjuGnsthsHO2XcIoJAgoszSTp7V3AtkxjVzrpyCiK1sFTFaqMk9IDZJwOiuEIVldoSaUphZM4thtV7qNslxAniTItWP8aeVtEESeld2HtPL5+Hi0JNDmsXUEkTUzvxYRvEVoAh5g+hDFfrcFhAl/tiSzWZAcQR0kLhN9Y9fotLRCegUbG6IDsQlQvYvMg/TRE+2UIKNUUm5reA/0SwgqoZ7EUwYwBAtKO1N1i6oNE6tnIZUfaMPIcoBGzhJWWJi6rRTOG73QiZBEzVxuIGsLaNCKJ21nn7V2AVNHNnFPpwqo9KAKwizUzgQoWKAfPkInVQTT6rxJ2gtqCxieUZxE7hWJ2jdVc/eZBUQh2E3NmCNWz0XGzK1G/VyzKXidUhyjHPgHS+pBn5ebGkyT230wHAhp0oMXFRaanp6lUKrz99tuNDDeTyax777lcju3btz/G3T/+qF/Lzp8/z/79++nq6uLUqVOk0+mnD2Adx9l095t6NmSM4eLFi0xMTPDss8+yZcuWR1pvMwE2CAJOnjzJysrKhvSNNwNgS6USuVwOx3E4fvz4I0//bQRgK5UKw8PDFItFXNfld6aG+crcMFqXiakQbS0uIXGi1+tacMTimgo2HuBVPOKtc1SzabyUpZJNok2V9u4JFNvpcAdYCm9EF2xzEysOSb0VV0IqZhoRQ9LRFNVpHDwScgAbFAjKQwTVgLi/TMWPJmjj+jlM+DUMAaBIOC+AnUfr51E2hhYFUkSpPWBdXCmArYGbFbQEtR5q3SC9g8XFMpnMEjSXY4mjxIGwmXOaqE0VV4Ai2CqrDdJXT+5aBkE8kFRUKrbLYEcQ9VxT/zPSA7akQfUg5kwTrzUkNCGeV8uIqQ9EXUXU4Sa/1jas6gObwoqp8XKbT45+HPNmQ57QojHsxKotuF4eY/pRROXlStALFPDkXFNPGgJeQFMkVM8gNo+yo4DByHaSXo2SVJumDmVr1L8mTdX5S1S8H6pNML+78SQB7NpopgPF43Hm5+fp7u5mYWGB8fHxBh2oDrj3owMVi8VvmhKx7/tks9nG95lM5ukD2M0uEdfXLBQKnD59GmvtQ/U277bWZpWIy+UypVKp4Ri0EVeNjQJsXSFKa822bds2NFr/qHtZWVnh5MmTZDIZdu3axY+8/rsszBXwVBVfB/gSoiSHJxqtKviewhVwVBUVxojrCoEEFObSdPdPUlzxCFcyJDNCqzdAxY5gwwR+tYNEzBCSxZUMVXOJsq0QV4NknD4MeXwZJK5bKYVvgQMJf1fU87M+YXUXpuyRlxVcdwCtIe4KYRgJyWvZhpIixkTTtlrtwWESbBZoB3rRTNTKvxAZpI+AdNDWcrb2s0RNP7gdJRbCK6sPltpf6802HWfZWjNIN1jZA/bWbUF+M4LYQlNPUyHqcE0P+DBgI1oRYZR41pWh7HXERt6uDmcJrIdV+6MJX1NASQzVRCcSFrG2FbHjKLsU8WBlAEsHqAzajK3eM0kQVmkbW5LRMJMXAAWssVE2Dizn99CWfHvVEob2mqShQ660D62WiblTGLUXZUYQilSd91Hxfuwd4bg+KO41E/IkRhiGeJ53VzrQ3Nwc165da9CB6oDbfB2raxE/zVF/n77ru76L//E//ge/9Vu/xcjICI7jPDkAu96SZx1grbWbqv4xPDxMf38/e/fu3VDTfrMy2ImJCc6dO4dSiqNHj274tT4qqDVzS/fs2cPc3NymmAY8bAZbpyTt2LGDvsEB/u6bn2PKnyOtHVyqxFSICi1xTwhKFidZwq0kSKQWKS0n8EOFjmcxhTTxuFCY7qGlbQZJzOBV+kk4HoXQI+N0koufJKCdVmc7QpmqacFRPtaOkw0uokjQ4tb0hZ2jOPgYc42AZUR8MvFWAi+ieBD2o22JStkQmkEcWlGeC65C6V60tKLMdSLj8xCltiImmtylPrlra76szfzUmserMmepO9tEtnT90eCTnY7WqPFAI4P0KtIkhxjpAb838kFV+7B2rjb8lEDU9gYw1nWBrewGVmql4j4ikYcxrNrZKBW7Tl3juB2RDMpejCaKpRtwaiL8FxAiXWLBYu0ESnc1Zbk+RoawtNfA/LYwBYCRXaimLBfA0I9VW8mkywRmO9reQiQkX25HSUjcizLlVI1dF6gjiF3BqP0E+lsJ3P/9HeO4Pijqn9OnBWCb93k/OtCtW7c4f/48qVSKr3/96wwODpLNZu9Kx9xI3Lx5k5/7uZ/jy1/+MlNTU/T19fFX/spf4ad/+qfvm6R86EMf4jOf+cyqn7344ou88cYb9/iLKOrXsxdeeIHv//7v51d+5VeYnJx8ekvEEL2xG9XZrPM3gyBgx44d7NmzZ8P722gGa4zhwoULTE1NsW/fPi5fvrwpNxL3E4i4V4Rh2BDWqGstLywsvKM6wtZarly5wq1bt3juueeQVIz/483fZjmcI6YMrlRJaoPYKr5fQVUdkvESTtnH0WXCbBtt6UWquTS6HKOlb4qlsQzaCsVcnJj4+N1XKYbdtDtbseQQkyYuHTWbOYdW5xm0GGAHCrB2jGLNgi7jRDZzijY82UXMaQdbxtWHcSSJVRci4AKU3YqWUxHf0wiV/D4yyT9ovFatXmgC0WhyF7aAuFGPVDrI5tPE45FB+ipwhUhTWAVNBukS9WDVUE2taAqLRKAG0MRlbSzBIKI6ABejnkXMBMI8Rj1XmxSugp2uud64oPYhdhSjDhGGQqk4QyoRQ0kOqTnZiJ1C7BRGHUHZtwEnotlIK9aGKPEa1Jpo12UsIcpeRGxdUKIdIz010/b6YFe9jJxCJLnKrs6KJlAv4MdCjClTCV08Hb0P89kddKRPYK2i6PwU1nv/us7FdyqeNoC9X0JyNzrQ4uIin/nMZ/in//SfMjs7yyc/+UlGR0f59m//dg4fPrzh133x4kWMMfzGb/wGu3bt4uzZs/zNv/k3yefz/NIv/dJ9//bVV1/l05/+dOP79VYN69foD3/4w3zXd30XX/jCFxgfH3/6ALZ56ncjAFsXtahWqySTybvKCz7q/h41gy0WiwwPDzfK1MaYd1x2sXkvJ0+eRCnF8ePHG2P5jwLUa2O9ALtW03gsyPKz3/htqmTxVQVRAUnHQGDx3AAnDNFembjV+G3TFBfa8P0KlaLCkSwSxChOdNM3NEa17FCc7SaetqTUAAkNy8EbeLQRq/aiPENMbSehMhRqQ0ZJtQfI4qh2PD2AKxZj5xCSeLoTseNUgvOAJe68gAn/AIgh0o+vdxGB4VHEapS1OLElKtUejKkQBhni/lWs7MNxEigpgBFgojGkg50nFV/A0ooyXyMC0AFQXWA0iFmj7mQR6ah5tdZdb3ys7MSqdqThFhMBj5UdKLuMrKHQGPViJMKvDkVlbDsCxEA6kZoYg9gZlEDJDqKYBzowajDag5nBSk8Td7aK2OtYOtCSRtlbWDIYNQDEsFaj7bWazGE9lkCGcBpZrmBkECN9KKtQdjziCjf2vA9tTkVDTkJNO7mF5cIgrlslX97JlclXGZtpJZN5+7Hq9T5sPG0A+zBerp7nsWXLFn7t136NMAw5cOAA73vf+3jjjTf4xCc+geu6fOlLX+Lw4cOPvKdXX32VV199tfH9jh07uHTpEv/iX/yLBwKs7/v09PQ80vPmcjkqlQptbW381b/6V4EnTMlpPdE8lPSoMTc3x6lTp+ju7ubAgQO89dZb7xqQrd3Tli1b2L9/f0MS0lq7KeXwh9nX/Pw8w8PD9PT0sH///jtKQBvNYNcrAXnixAkSiQTHjx/n6/M3+OXL/x2HIgkxCAFaV9Chh+8XsWVBuQYvsFSCAMdmaGlZIsimSCcDvESOwqRDYCvMjnbQ2Vaie2iEOL20Op2ElEjrXSiWKcfPUrEe7foZsGWS+nk8FaMcnKRKDkw3jnIoh7eIbOZqfFe1G6zgKIW1UwhpEIWnUphaVinSjStJYASlAd2FlkwNtACWwEI2v4tkfARLN1rvAATMIvmCJZOsTdJio2lhE6vpCC8DfmRNRxokiZgLDXCNIgUUUOFtAQpLO6hnosxRfDDFqDeLjiaIawNRDdcbBrAqRSRleDjKKO0YgTlEOnEu0vi12cj1Bh+rdiHmMkbtI/KcLYIJcFis6Q5HYhXanCdUh9H2GwgWI31Y6QKrsbjoVTrIFovCMVdR1K3m4oRqEEN37WcJaFCCPIzqpzVxlsBkqCZ+jd3tBxjceVuvd3Q0oiA18z3XS8/bzDDGICJPBcBuRGhCKUW1WuUv/+W/zEsvvUQQBLz55pvs3bt3k3cZcfbrWfT94vd///fp7u6mtbWV973vffzCL/zCA4V86v3yn//5n+fatWu0t7fj+z7xePzJAdiHiUdVc2q2UNu/fz8DA5Ge7GaLQzxMj7jZjq95T3D7DnYzdEnXA2rWWm7evMnVq1fv2EvzOo87g617yA4ODrJnzx7+48jb/PbN38dVFVxdQRPgqRBlK3hKEXMLCC5xHaC8LORa8d2A6kqMWGyZSj6DrgR0D01QXGzFlF1W5h10aYBMzwSLwU1SajtxnUDoJijG8b0l8sGbgKLVOUgpeBtX9+HSiisGQw5HeojpPoLw6zWbuRZ81U0YRgpFiiFc1YIQIOp5hHjNIL0KkgJJ13xIU6DaiczRR7FyhHSiXjIdBzNONWhFSZJkfJbQ7kQ7rdFksHXBnqLhkEMZzE2U3t8k8tAOqg9sGqR8W9y//n6oHahV9myClT1YaQfKNeu40agsLHvATqDM2Ko1rHoBZZdYzu+gJeM3smArbY1JYTEXa4/dh5YJrKQxcoiI9rOIlfbbE8uAshNYW8BKK9rejEBShmr6wRptJxvgCkS9ZFKrrOaMdGMYAPERO02h0sdE/mfoTR8A7tTrzWazLCwsMD09zeXLlxv2b+3t7bS2tj52+zd4sieI18ZmaBHXlZwcx+Hll1/erK014tq1a/zqr/4qv/zLv3zfx/3pP/2n+cAHPsDWrVu5ceMG/+Af/AP+xJ/4E7z99tv3zdLr1/kgCBpaz7lcLmJcbOor2WCst3T4KIBYt74rlUp36BxvNncV1geKzSXQF198kUxmtb/kZgLsgzLPZkee+9GBNlOof+1NSPPNRt1D9tcv/D5fmH4LT1eIaYM2Fq0MKgxxrUJsmWrBJ+UXyedcOtpCiC0QZOOk23IoI2ibo1LymLjSxbZdUygdkhvrpbvDIeHswhWXfPAW2SAkqXbg6izKpkk4AziUCMwYlgKeJAjCbxASIMRI6n1Yu4Crn6/ZzAVYW0CpIbR0IuYS1oxiAVcdjpxabDWynVPPI+FJWMULjYF6LlJEkrrN3DiGDI5aRKu6b+k1CKFqnsNVb4O0R9zXWvapxNzmsgLCApZesCcRW6oB6CDQhUgasSON3mwU3UAOZW5LGTZ7u0YDV+M1cYhIsF+bb6AF2lLUnPP6sRIDSWLkSI1vOgLqGbQ9ixDWppanI7s4tQ9lzmBkZw1Aq2BLKJYaKkxCBbFXMfI82p5GCBsTwtb6NRWm1ZxhLCiZrJkBHOTc+A+Rbum753mZyWTIZDJs27Ztlf3blStXKJVKq+QD0+n0Y7FZe9oA9lGvTWEYUiwW1y2V+Nprr/Gxj33svo956623OHbsWOP7iYkJXn31VT7wgQ/w4Q9/+L5/+73f+72Nr5955hmOHTvG1q1b+a//9b/yPd/zPff8u/o5cLfy8xMFsOuNhwXEhYUFTp06dYf13aOu96C9wYNBcXl5meHhYVKp1D1t3e4mgvGoUefU3i3y+TwnT57E87wH0oE2q0QMqwE2CALOnDnD8vJy42bjZ0/8Z05lL+PqMp6uoqngOwrXyeJUfbz4MqrcgucWkFBojRukksTXBWwqTzWbJhGfJd2ZJz/ZQ7otYGG0CwlKDO0ZoYrgybOEdpGUcwhPfErhGXCXsaYL7CIlM4UrvWScyFJN62cQBM0sQW0wx9HPgBkmqE32+voFrDkPtKBkAK22oClh5TnEWkQSkcuL2lOTDFwEOkDSdwpCqOfQdgZxtgIeudwk8dgSlWCAuFcXXVgAu4BhAEdF1mu3beYsEAPzVmPqNprcXUBUGlV7PksMK0MY6UIoIebGqn1EpudrvF3ZCmoLEGJkVyTSL1WM7EHsBMqOrxKUsuoYikWMeg5siNhphDxWtjSE9cVeAwuh7EIxDWhCdaD2GnIILThNA1GKBawpYdQA2pyIJqNlCCvtWOtEpWd7mUB/C2X/F6mG6x8aXGv/ViwWG+XkkZGRhnxgR0dHoyy4GfFHBWDz+WiSfL0A+5GPfIQPfvCD933Mtm3bGl9PTEzwyiuvcPz4cT71qU899P56e3vZunUrV65cefCDm6I5SXxqAXY9JeJmBaS9e/cyODh41w/X48hg7weKY2NjXLhw4a5+smvXehwaws1RL8euV7VqM2hI9ddbv5AUCgVOnDjRAHilNf+fr/1rRsrjxHRUDnaswUUQUyYW+lgCbMHH8wvYoktb1yTlbIpKToi1l3AqGfzUIuVcC8sFj67+ccKSgx9mwFfY7F462yzZIMp42t1DFINhfNVHudiH7wYo8ihJE9ctVGoiDr7ajdgpLC6O7MHVnSgqoPdhTQVHJbHmHBGNJsRVW8D8YQ1nPJTaD2uAKrKLq03i4Nb6sRVEv4DUVZzsVLSCmwTZQtwvgRwhNCEmnKYaxIi7U5HrDkSlZjsG6jBi3qiZlw8R0X5ChArKNNuzlTASQ5m3bksZSieWflCZmlWd1yRz2FOj/dzui1oU8ysHaGuNYWUn1G3m0Ih+tmE1R83b1dATPYd4hHIEbAFlRzGyI5ogrsk/arOERWHV82hzoubt2hFl3SYXOePUsm3BIPYWoSTQNuK4Vpzvper9CIizIfCKx+P09/fT39+PMYZsNsv8/Dzj4+NcvHiRRCKxqpz8qMDzNAHsRqprDwuwnZ2d61aOGx8f55VXXuHo0aN8+tOffqTjOT8/z+joKL29vet6fKlUalyz6/8/UQC7mSXiSqXCmTNnyOVyD1RA2myAvRco1s0DZmZm7ukne7f1HgfANvej6+XY9a6zUcP75hJxfbirr6+PvXv3kq2U+Ohbv8NCOEvcCfB1GVcquEZw3By+8VD+EhTSOF4JU/SIewGl+S7aOiap6BQUMrjxBZCQWMzg4LFyq49Eco72/gnK2SStLYLBIaOP4KiQqhnDkMVTcUzsbYxYjNlC2tkNVIk5x9DEwF4jtHkslpgeIAz/EAOIZPBUH9ZE1B5hAM/pB1tA1GHAQ/CIrOE0dYpJZJZ+AZo8VSGGqBcRG6zWDpYBrM2h5XqUGdoRNOB4x/CdyyDbqYYxgiCHMEelmiaTrJuQFyNXHtmJsosIS9EAkfRirYOVGMq8vVrK0JYQKSJhlClHgv3bsNJ/V8H+inmGjszpVSIPVrbUBDEgVPtQZgwhh5HtiF1E7NSqLDdUR2qUnoOAIHYesXOgtuPUsm2xY2DHar3VEmLzhGoP0QBXGWs8tIlKyBX3b1F1/1aD47pZ/HmlFC0tLbS0tLBjxw6q1WqjnHzx4sWGG009u00mk+t+3qcJYDfSg83n83ietyEBnbvFxMQE3/Zt38bQ0BC/9Eu/xOzsbON3zRPC+/bt4xOf+ATvf//7yeVyvPbaa/yFv/AX6O3t5ebNm/zUT/0UnZ2dvP/966NxffjDHyYej5NOp0mlUiQSiScLYNcbD5JLXFpaYnh4mEwmw8svv/zA8ur9yqePEncD7EKhwPDwMCLCyy+/3KC9PCgeB8Cupb88DNF7M63mRkZGuHHjRmOg6tbKLD956t9RskvEVIhLiApDfK1QYoiLxhohoQTjltGBkNkyQ3W+i9CUya/4ZLwqEi9SzbfhxLKk2xZYmUzT1lmkUkgxcSnFwECJih3DM+2g8hSCSXzpp815CZEiBEM4ysNzJymH0QRtyjlCEH4F0Gh6iDlbgRKOfgGFj2IFa1eADFq6cGQZwlp2J9tRZMHWvFtxI+lD1V+b/G0Dpmq/a0GpbmgShABqWW6VUiWO4/agZRzIIfpIQ+QBexFXgeN1gWTwvRLlYD/VqgW7TBjGaEmOIapmDGBnsXYB1LNo83oTgLaDFZAKqla6BWqC/Rm0eauRXVpStwX7zTTVMI6rIy9XK90o8W7vrxaheg/YMla1InahJthvMOpIkyzjRG39loiKZIOaF2wZMRNY6ULZ8Uh7GRoZbKCO4HACI72U3b9D6P6ZVc+92QI19XBdl+7ubrq7u7HWUiwWmZ+fZ2FhgRs3bqzig65VM1obTxvAbiSDfZgbj/XGF7/4Ra5evcrVq1fvGNRsvnZdunSJ5eWICqa15syZM/z2b/82S0tL9Pb28sorr/Bv/+2/ve/1sf5eVatVJiYmGnKy+XyeUqn0dALsvTJOay0jIyNcuXKF3bt3s3Xr1nW9eY7jUC6XH/i49cZaUJyZmeHMmTP09vayb9++h/rwbJYyVH36N5vNcvLkSZLJ5D17vw9aZ6OAXz/Jb926xQsvvEBrayvfmLnOJy79F7AFYqqCryyOLuCEFlEV4kphwyqakKCkcWyRaqApzbTQ2TdGcbENHaZALVJYdunsGqeSbyU/1kc6PU8ik6O4FGfb7nESbi++OoQjIYGZx5EUMe1SrJWBtdmFo5dx1ACK3bgC1i6hpBtFDEfKBDV3G1cfBHMBU1MmcuU5FBNgY6D2ILShzCgNY/ToCET91oYgBEAL6AOIFWCJiM6Srx30I7XerKGlUU1LIPpwJHuojoJdjErLMgR2qUF/8Z0ZfKfW/wzPUAm3UC7FMWEVz82hdIqYOwxEABo50Siw84hdrukOD4KNYSVRywybKxgGJESbP0DXTmsrfVjZjpIQ7Ewku1hLa0N1uFaGto3M1ZKuUXhMzYouGqAy9KIElL3aOGxATdR/FqN2EAn2L6PsGEYdwDEnsPhUvJ8gdP6XO869dwK8RIREIkEikWBwcBBjTEPNaHR0tKFm1N7eTkdHBy0tLav2tNHJ3HcyNgKwuVxuQ5Kr94oPfehDfOhDH3rg45rBNh6P84UvfOGhn6v+Prmuy5e//OU7fv9EAezDyCWuzTir1Spnz55leXm5oTq03thMgf76/upUnXoZ9uDBg/T13X168UFrbVYGWywWeeONN9i2bRu7du16pDvHjfaE6wIWAEeOHKG1tZX/PnqGT137EloXcVUVXwwOBh+LIwpXB5iSR0vHMpXldFQ6ThQIZpM4rrAw0cGWnllKWZ9gJUMmWUQ7BpMP6OqbpLjUzvz1PjItJRztElOtlMOTlAnwZZCME5l3x9QhPOVT5k2QEGOquMqnGkYcVV8dRFFApA2RXpRKoWwR1HaszeOq3shmrkaZUfICEtYyUemIJn1tLNK7XSUIAah+VHiaugRiFIM1TmsBZJBIxtBibCeOTiJr1rDqebB5UDuwVMFMAXM1sf0TIOA7Y/gOGLowxgU7x0phiCDw8L0qSseJude5bUKexZqLiHr+tpSh9GGlG2s1IvaOfSCtOLWJZSCSPmSIUG2p0WpaocFdzWClaxXHFcCo52u/dwhJoewthGrEk60/n5mqPcarDVYtE+j3UnU+jHEO3fX8e1wZ7P2iPgzV1tbGzp07G+bmCwsLnDt3jiAIVnFvnxaArWsmbySDvZeR+9MQ1WqVr371qySTSTzPQymF7/t4ntf4/4kC2PXG2hJxXQT+UUXxN9tAQClFuVzmG9/4BsVi8aHLsGvX2ijAGmOYnp4ml8tx+PDhBxKnH7SfRy0RLy4ucvLkSbq7u1lZWcHzPD5z9XX+0/jX8HQFRwI8DI5U8HQJxzjEvCJUPBwvIFxuJR5fppyNk9KQ7p8iO9VNJqao5JNIWdHeO0p+sZ3KVBfpdA4TKsJymf6d47h0knEPASViegcOHqG5QiG4jhAj7WynEl7CBr0oWojHI1EEERdXd2HCNzAYsIqYPoIJv1rLy1x8/QyYNwAFtKLVjtU2c3aeSPigXOupKpCtQDtICmVHWA2uCVDpNQNRPksr28lkUiAVrG1HWIiWV0eRRqm4/l8SUc8iVGsUmxxiRkD6ELuAo6LeVCYROfMUqweJOecpltqphq04jovn5nFUerVgv53A4qLIImYhAlA1RKUao1gIac/MRlPSjQhBxVbxU610EsoOBAV2DovbyIyNegZtLq7qB1scAvUiQqWWwc6gmK75uHaj7VmM9FPxfhSrtt7zHLTWvuvgtdbcPJ/Ps7CwwPz8PNeuXUMphdaamZkZ2traNswgeFxRF8HZaIn4aY3Z2Vl+4Ad+gO7u7migyXFwHAfXdRu95acSYLXWVKvVVUL0D5rIfdB6m+3Qc/78edrb23n55Zc3RE7fKMBWKhVOnTpFLpcjlUptCFzh0TPYW7ducenSpcY098TEBL9y4Ut8PXeRmKqgJSCmK8REYWwZjxClq5iKId0yT34ujZ8s4hhNPFYmKKXJF1y29E+QXYhRWcyQypSp5DNk/BVinTly822UZruJxUp40k1St5IPXgcsLfp5rCzjO7tR+GiWCMw4kEfbfjzvPNUwADQJ5znC8C1EelBkcPUWhCJaHwOrcaRcA9A04KBVJ5izoHaBtIANwCqwF4Fi7YgYsLcQ1Yk0gCdZGwjKECk3nV99EPUeWtOX0FJtDBJZtoDaSSQIsStakwqWbpTEbksZ1p9VHYokEtV2LLZmnD6OVc8RdyMQTcTmgXmqYSth1Uc718hXhxCdxnUNCgdlr9aEHSLtYDFXUByiM1MTk5AujPSA8bDKWaU1HO07jTaXGnKIFo2R7VgZQNlszXx9pvY7B6P24ayx2AtlO0hLjZrzLZRjPxtVCu4TdZWkJyVEhFQqRSqVYmhoiDAMuXLlCouLi9y4cYOzZ8+SyWQa2e3DeK0+7qhfMzcy5PQ0A2wqleIjH/kIIkI2m6VQKDT+FYvFJ68H+zAl4rq93MLCwroncu+33maUYeuAn8/n6e3t5dChQ++aCw5EXNuTJ0/S0tLC3r17uXnz5ob2Ut/Pw2SwxhjOnz/PzMwMR48epb29HWstvxteYjGbI+lYHBWibQUPQasiMeuiJMRDcBwXXUzS1lokKMSJZ+YRKuRn0yR8S366m9aWedz2MVam2pG8h0lBdtoj07JIYst0lLk6g0BIQj+LJw6lWuk2pnZgmaViF1F0kNIvU2IOE+wjEUugKWHMNaCKIDiSxYSXomMh23ClCCbKBEWGUJTB1HqG9f/VUbAngUwEhhKDMI8SH5qUiyAPtgL2MvUSKtIDbAHVEuntyu3WiCUFqg1ZZeXmYNWLNSnBAGyA1AaojDp62yC97pBDHNTBiKZTE5IQcwukHc/JIzoCOUdHPd3F7A5aUpeohq1Y2YbjxBC7jFItxOVUYx9iZ6N+sjhoMxGBZM071uCizdgqreFogKodt8l8wNJSA90EYuewxBqZcShbUXYJsTcI9HHK/sdBHnyxfhIy2PuF1ppYLEYmk+HgwYOUy+VGOfnMmTMNr9X6dPK7IeVYjzrA/lHNYDOZDD/4gz9438c8UQC73giCgNnZWVpaWnj55Zc3TPDejAw2DEPOnTvH/Pw8mUyGjo6OTaMDPMrexsfHOX/+PDt37mT79u3Mzc09Vj7t3aJcLnPy5EmMMRw/fpx4PE6xWuGH3v5dZp0FUg64yqIokfICwqrFc/NIxcdXJRyvTLAcI0wUkaKL72QpL7fQ2rJA67ZpFkYzVI1QkBTeShu9fTcRscze6CLhuxSWO2n107jeKLngLbQkSaoeArNETD+DKykUOYxtASwJvYUg/AMcH2zQg7IQ2klA48gzOEoBCpE+lMRwKAEVrLSg6ETsBEhfY9AIOwbqADSytyUwS8AWlHhgL0W9VemMUkyjwZ5hFWXHziK6D1WXPbQOIYOI2hKdX3UQr4XIQaQucl9fgrbI85UyRu1DzGgk8EBHTa94dZZr1QHE5iKfVhkCG2kGW3WYtnT0WjxnAVigWo0ThJ0k/HOUwkHK5RipVAxsFcUkYmdqaweIvU4oh2uG6hZLG0b1g/URid8ly3URZtF12cWaiISRAaCEtVUC/V4q/s+ArK+M+qRlsHeL5kEs3/fp7e2lt7e34bU6Pz/fkHKMxWKN7Latre0dkXKsR71X/KjHs1km8WmN5ixeRMjlcszMzOA4ztNZIh4fH2dkZATf93nhhRc25cOyUYCtKyG5rsvx48c5f/78pipDPQwwGmO4ePEik5OTHD58uEHM3iy6z3pLxMvLy5w4cYL29naeeeaZqKdUWOHH3v4cWeYiAQkUjq2S0IKpQlyDyfvE/CJOmCDhLGHSBqeaIJ5ZoJxzUWqFcj5JdSHJwNZbWGOZvdGD4xRZmupGh4qhndFQklkZADtPKdeGI724sSxV5waWEgnpbYhHaOkkqQbBVnH1UUoFg6eLIFWEdly1A8wwxkTvqaffg5jXG/RNpV6o+axasKO1n6ZB7QCWogyWMBrKkTTKzkINeLCj0T99DOw3iHqvdR/YMiJ6Vf9TqSDSPbYXVlm5IX2gOlBmmttQCZYEqB5UU5YL1EzUFVGt2YAdi7SG1RGUOVUT7B+treFETjqs1LLccqQ1LC6u6xJzIwCMOaPEHMgVt5Pwx7GSwqhnAA9MjcLUlLELiyhTARlAm5NrVJg0QhZtLzc93mBoRZuv1ziuf52q+wMNjut64knPYOHe4g3NXqt1KcelpSUWFha4du0axWKxUU7u6Oh4bFKOD9rneuObAWCbX/8bb7zBv/7X/5pLly6Ry+XQWj9ZAHu/k6Eu0jA9Pc3WrVtZXFzctJNnIwA7PT3NmTNnVikhbRaYwcMBY6lUYnh4uJExNo/Abyaf9kEl4nr2vGvXLrZt24aIcH5+nNfO/yeqdoWYruI4VRyxJGNFpOKTSC2jCin8VBGpOmhKVPIpEn6OkCq52SRd3Qs4XpniVDshFSZvdNGWrjK0a5RqWbN0K00qpZgb7ac97ZFouwEEpOK7MOYa1gZUi23ooJWin8Nx9+I7CYRrVM0wYInrY8T9YUQMxih8dQRrriEyiJDAUV0oijVAtAh+NJyjDjbJHvbVMtLVPVRRhyPQUgMgu6OJXzMJalvTQFQh8oGVXpQIYicjsQbpARwWllZoT4+uGSJaRmQbKqyL+9f5rD1gJRpsagqjDiDmYqOHGv1NAqsOR446ah+YMYSVaIhI9TQkFRuPlx0oMVhpIaQXsUuIGWG5sJ2WxDVELLAAZgFjFYHdh6tOYWQbVtrAGsRmUVRRNpKia6gwEY8M0ynWKDwDWBsDYmh7CrCUvZ8kcP/SA87WO+PdmCJ+2FgvlchxnFXqRsVikcXFxYYCEbCKe7te7v16YzOE/h8HTeedjPr5dPbsWX78x38crTWZTIbLly/zZ/7Mn3myAPZekc/nGR4eRmvNe9/7XlZWVlapc2w0HgVg62btt27d4tlnn12lELLZylDrAcbFxUWGh4fp6Ojg4MGDd9xZbpbk4v3WMcZw6dIlJiYmeP755xsarn8wdZlfufzfgAIxFeCLxVpDXAmm5ODqEJt3QOdQFZ9k6ziFpTRx8fAcA2UfncmRW2wlrlfoGpygnEtQWtZUCw6z13rpaM+ybe80lbLGr3aRSC/gO3vxSALLBKSBkHTKJai5u4SlnYScxoQZlOwi5nahpEq5ugckJB2LYcxtpxpX+WD+oJa5ptGqb00PldvZKg4Qj7ipBIh6oUbhgduCEy0g3dH36nCUiZk5IIZiCrGRmbrYabDTWHWMjswVrHWxalf097aK4DV5rdb6mQhiLiFNdBjUAIb65PHtC6PFRdSuO7NcOQASByxGtiH2Vo13+0zk12rLjYllgELwLK4zj9GHo33ZSawtUK52kvDO117LTbA3CRlEUUQICdWBqL9qs1ibaJgBRK8lizIXMOow2nwNS4yy/48JnW+96zn4oHhaSsSPUuqNx+PE4/GGM9DKygoLCwtMTk5y6dKlVc5AbW1tGzYQ2QgHFqLr+qN6rz4pUc/iv/jFL2Kt5fd///f5jd/4DYIg4Nd//deffICdnJzk3LlzqzLEQqHw2Hir6/nwlctlTp06RaVS4fjx43eUOTaTV/ugtZonqffs2cPQ0NBdX8PjzmDr08rlcpmXXnqpMbzw725+g39z6ysoKeGqMnEnQIcWJ5bHCX1iqRzkEviJKn7ogalSWeyms2OCwlKa/JxLR+ciyvqknGVKOZdbF7sZGFikZWCJ3EwrvpOjVIxRuDFAT5clkVkitFl8GaAYREMzvuwiphOAoFUHrnIxiSsYW0WrIhIkUfI6QUg04CMOxlwlkj3ciadagGotC/VRSoMZXX0Q9BEIm63jAJKIPhoBhnoOzDQwFakTUYVa9lYvx4o6jNjroPqjISaKtSx3qAHQIlUwV7G1Xq7Y8Uh9SfqxeGAVYi8hrDTtYwVLHF2bWK476ljpQfDBjrDKsFx2IHa8UYaO/sbH6BdQlDGyuyEIEU357ifh1lSfTKTCZOhCVD9+zCfkCCZcQjNKodxHwp1G6ahPrE30HIE6gransNKPkXYsBmXmsdJSKyFnKMV+BaOff8BZeu94WkrEG92jiDSkHLdv377KGejy5cuUy2VaW1sbgPsofNTNANinvURcP2YTExMNnYOxsTFisVh0o/Rubu5+Ue8lTkxM8Oyzz7Jly5bG7zabVrNeBxy4nSm2tbVx5MiRu95pbtZU8oPWCsOQ8+fPMzc390Bxjc3wcYW7Z7DZbJYTJ06QTqd56aWXGsfkX178ff7b1JvEnCquVPHFogKDrwVlQWOJS5XALRGzCr9lguWJdlIJS2k5TUu8gPU1peU24u4iie4VbHEL7UPzlJYzLI4k6B3IkWrLszip6R/Mo90qrvTT5h3AmDyeisAxCIcphxUEn6SziyB8k2h4aRu+7gK3irWdWOOhzCRG8gRBnLDaSyo2CXV3GXUgKmmGNZUlEtFQk3SDXYBaxhxFO0q1QV1sovFmHAYCEB9sK5gRoIToY7dlBU0EjpZ0VB62U1j1PMvLWVKpAC0eirnI7ByQmqOOVUcQ+w1AYWV7rRwbgMRQTfKLkaNOiGYs0gMmKhMbNYSlM5rwtberRBYB/Qzu2iyXrVjVDYSUg0FcPY4Sg5GtiM0i9kojy9UCRp4nFc9iOEApKCN2Gk8vsJDdTkempptsb4G91eC4KjtKoN5LxfthrN6xrvP0blHnbT4NGexm3wSsdQYqFAqN6eSbN2+ilFpVTl7P4OhGe7CFQuGpB9h6mXxgYIDr168D0N/fz+uvv87p06efLICtn/h13V6Al19++Y46/eMC2PvdkTXLMN4vU6yvt1nSi/fKPOuKSEopjh8//sD+yuPKYKempjhz5gzbt29n586dDa3ij536z5xevkTCDdC2HIn2W8FxykhocZUBU6ZccMnEy1QKLp5to39omuJ8O6YkhH4VKSfp7h6nsNjG7PUuWtoXiSXymKUMfQfHWJzJMH2tl/7eGPFYCbEBrsqRq1wCLCl9BGtG8fRuFElcCbE2i5JuHNWJMiMEJvpgePooyFs4sSgDddQxlHOBIExTKG6hXO6mo/UsqOb+p60pMzXJHkovyA4UFmxkuXZb3P8ImFO3vwcghuj3RKVd9TyYWYRxLH0gNgIpADtFaxoC+wyKUVA9GHYBFcSMYdX2plJxCPYG2EWQdsScjnR91QCWGFiLtmMNgAYQClgSjSwXiFSb6EEkUlNq9o01dINUGypM2gFjHEL9HqCKlTTK0BDDMOpYw1FHAY6OVJhCOUQmUyFfPYA1K8SdKaphElEuvnONUHZT8f8BVnU9zKl6R9TP2z8KGeyDoi7lODAwgDGmUU6uO33VpRzb29tpaWm563VxoxlsLpd7amk69ffoX/7Lf8nCwgJdXV0cP36cbDbL93zP9/C5z32OD3/4w08WwMJt+7S+vr576vbWlZw20xkDuCdo183IFxcX1yXDuNlDTmvda+bn5xkeHqanp4f9+/ev68NYB8aNHrP6a7PWcuXKFUZGRjh06FCjwlANAn707c9xqzRKTFdwMXja4kmIh4vjlPCIE0suE+RaiPsGxyliEYLAsjjaTt/gJJV8ijDXgeOsEFQFRyr0bV2kuNTG9Hmfts4cJtQE+RjbdkflVYfd+DqGiMaVHlwJKAengAra+ijGqZqo/xlzjiJmEqX3oFQvjtqJkhRKfT8TExWCoIUdO15AJIkPxGv2ZGPz0xRyp9BynvbWcZKJHHFvePVBko4a0NWB2APZCbKFKLttpaFNLG0oaV9l+wbUpnYNEMNKK5hRhBzL2d20pWvDUyYbTf4SB9mO2FGMOgQ4UWnXBiDFqOQMUVZqlkEdQtmLQIiVIax0gLW1EvLXVr8Wm0OrLMpGrzEyXh/E2A5Eyqg1NKF8ZTspddt7NvqbLozag6JEKDtQdqTWJ05jpQvHRubwdcGikG0oUVSqHgvZHZy69t0kUrdob89taDq2DrBPegb7TkslKqVobW2ltbW14QxUz24vXLhAtVpdVU6uC/RvxpDToyrcvdtRP4cqlQq/+Zu/SU9PD3/2z/5Zzp07x0svvcRv/uZv8q/+1b96sgC2WCxy5swZDh48eF/7tOaMczN4XyJyz6w4l8tx8uRJfN9fN+d2s4ec6mtZa7l58yZXr15tONA8zDqw8bJOvUR84sQJ8vn8qh70QinHj779b1gJ50k5AQ4WUWU0Aa5RoHJ4VR9rShQWU7S1rpBdiNPRakhvmaQy04+KhawstJByDK09IxQW2ynPt+P4K4Qlj6RboOfZBfIrLtNXuukfiJF0DuCpJMXqmxRMgCPtxHWacjCCowaJ6YP4uhtH9aHVVrT0o1UvSt39vaxWrxKGIdIkXNBsTwZ7GgIANyfnWVm+RSZ1k66OSVKJAnH3D2HVlK+OeJo1Lmt0ILtA7a6J3s9hcZBa7zbKYs82voeIKoN6EZF5qvYQjlqs9W07QFKIrQ8RRRmpUXujsjEdGDUIVBEzBrJ9FVUGe6s2QLULbYZrU8ODRANaFTR5lL12e9sUMThoeyIacgKM9GDpplBycdQ4zX51Fh9UN24TcFtcAnkWxEVsEUMHqnbDEcpelL2FVkVU4lWk7TVe6AwbUoKjo6OIyEOXM4HGTe+TDrDvtpuO67ps2bKFLVu2YK1dVU6+fv06ruvS3t5OEAQbOpZPs9BE/XX/6I/+KK+88gq/8zu/w2c+8xl+53d+h1deeYW/9tf+Gj/3cz/3ZAFsIpHgfe973wNBc7MBFu4+TFQvfw4NDbF79+51n/SbOeRU78HWs+ilpaUH+tvea0+wcYAtlUoEQYC1dpUbz8jKPD915t9RNov4uoJWFTwrOE4FJzQ4ukRCPNzEFJWlduLxCrbo0pEpUymm0CWhvfcm+aUUTjUDQYHFqRY62ueJdVUozHeQHXfw/CphpRVfh+x8JspcfXWE0EzSGvtTxJw9JJy9+M42HBmgWn34oZb1XDSaBQCMOdAw3741OU82+6fp6siypWualtRNPGcRwj9cvYB01fimkf6wxcGyE6v6aoNFbcBs7XcpRA2izFu01ltWFqzsxYoL+FhJIuZW5LWqnkfMmZo7ziJiI5EGUc8hdgSjniUydl+JHHMkhapNVgtZxJzHyi40c0AWI4NRlgtY46LN2w13HACxM1jVQ9p/u7a1WMRnpQXExVlDVzLSj7Y3Vg1QGTpqjjpFDL2E+r1Uvb8LoojFXPr6+ujr61tldN5czqwrG611pmmOPy4RP3yICMlkkmQyyeDgIGEYNpyB5ubmqFarvPXWW6vKyevZex24n/YeLESmJUeOHOFnfuZn+O3f/m0+85nP8Lu/+7t867d+65MFsBDdPT1oGKeumhEEwYZVnOrRnHXW6Sbj4+Oryp8Ps9ZmlogrlQpvvPEGnuc9kplBfR1gQ/uamZnh1KlIDu/o0aMNIHp79ia/eOE/YySHLyGuBHgGHF0iZhxEVYkrhamCriRoaVkmP+8Tb13BdSxOOY4Wn+XJXrq6x3HcBZYmuokrn9xiC9Ulh84tY3R1BSxNpykuxsi0HyCc7WNoy7fS3/4CSu6UjItea+WOn68nHmYgbK35dj27nZmf5+LVA4gInR0fZkvnNJnUTbRMo8Lfb4BrFAIq2VBsgkiBKbK8c2pSgV5Docmog4i5hrKlpseDUS8BpajEbOejDJUEorY2uKxSowlZBmoKSIJRR4AAMZMgPWiu3HbUqYlhhOooDm9hSdVANw6mAOKhm3iyQglrV9CSrQlfgJEtWOmp0XHmYdWEMxi1Fcf8IRah4v0Igft96zrWa51pwjC8p5TgH2ewG49mX9t6q6ilpeWO419/TDwev+fx/maYIoboWhEEAR0dHXz0ox/lox/9KF/96lf5hV/4hScPYNcbDzJdf9ioA2ypVOLUqVMEQcDx48cfqYSxmRlsPp9ncXGRrVu3NmhKjxL1k/xRANZay/Xr17l+/Tp79uzhwoULjd/919HT/Ksb/w9KFYirAE9VcIh8W323iAmElFZYKWADF2UEk3fIpAuYQguxzByxninmRttpSQiFhS7CkqF32yhgyY4NEeQC/vBrz7Ay04ct7mDfvp38b3/r2/jqV7+K37PnruC6kdioqfzq7DYaIJmfn+faCGSzCdLpF+no+BBdHXnS8WtIeAqYh/ArazbSgTKXVwni54tbcGM7cGyRyBSgbgnnYNUBlHlj1RKWAVCdgFMTmBhFyEYlZDOO2FxEzak78OijaHMLo/YAHpHX6iRG7WxIGQo5xF7A2jaspBF7CSODlMopwjAgEfdxGEPsbRBVdppAetHmG7X+a4xQBoE0VuJocxqLS9n/OULn29d9rNc606yVEqxzPzs6OvB9HxH5Y4DdpAjDEN/37zj+CwsLzM7OcuXKFXzfX8W9bXYG+mYA2Dqvuvl1TUxM0NHRwfd+7/c+vQD7OCaJl5eXOXPmDJ2dnXcVa3iYtTbDlPzq1auMjY2RSCTYt2/fhtarX1gedl9BEHDmzBmWl5d58cUX8X2fCxcuYK3lt658ld+beh1XhbiEOESZq6s12gZIOUYynsMU47S2F8GrYHIp/OQKQdElGZ+luJLG5tMMDI5iDSze6sRVCc79z1coTA1x4Q8DOroSZLMl5ufL/IUP7Oav//VIZGCzqEePM5oHSHbu3NnIbufn5zk5toRIJ+3tH4gyrrb/E09fAnMKMaOo8I1VgvgQUglSJOVrtwGRNqzaDsSjUi0+UtMytrKtZil3atWeQvVSlGWq3Vg7XzNnF0QfwanJMmpTz3JTWBlEbJ5QHUFstWZXF0ekhKoZu4sdJeFBvrwTh6uAT6j2R48zWSwZnCatYaGEsjcxak/NJD1NMfbrWH3kkY/13aQE69zPS5cuUS6XsdZy69YtOjo6SCQSTyTYPk0A23yNbD7+W7duJQzDhpTjjRs3OHfuHOl0ms9//vO8/PLLlMvlxwKw3/3d383w8HDD7u9P/ak/xSc/+cn7+nFba/nYxz7Gpz71KRYXF3nxxRf5tV/7NQ4ePHjf56q/TxMTE1y8eJE33niDr3zlK3zta18jFos9eQC73uzhbqbrjxrWWqrVKteuXWP//v0MDg5u6IO3UfCvVqucPn2afD7P7t27mZqaeuS1muNhp5sLhQInT57EcZxGabpSicqGv3j2v/PW4llcXcZXIZ4u41LBsZqYtwzlJLFYGVvWuLpANdtKPDaHJMuoUitpfxE/WaZQdBBcbn7jRZbGh7h0xiFXDDm8u5fKQpFKeYax0WV27+lh3/40H/rQt6x6bx4HwG40g71f3Cu7HR0d5fz5bE1L9tvp6Oggk04j3ELC01GWa5dpTX1pzYoxxE4idhKoyyRux0p/JOloiqsebdRR9B1ZbivovUBIqPajahPLhi4QF2Uv1R8IQCh7IrMA6cXIUCSTaEcoVvaS8i7VaDwVtLkQ6QurZ9Hm5G2dYSxilgAHbc5hZAul2D+rqVNtXjRzP621zM3NNdgA9WGdeim5vb39HRXKv188LQD7oHkOrTUdHR0Np7NSqcT4+DinTp3iU5/6FAAf+chH+K7v+i6+4zu+g23btm3Kvl555RV+6qd+it7eXsbHx/mxH/sx/uJf/Iu8/vrr9/ybf/SP/hH/+B//Y37rt36LPXv28PM///N8+7d/O5cuXbrvpPPnP/95Xn/9dd544w2uXLmC67q8973v5XOf+xzf+Z3f+eQB7HpjszLYeoZWLpfZvn07Q0NDG15zIzSdbDbbMI8/fvw4i4uL74qucZ0K1Nvbewdd6rPmMisLeXynSlyFeGJQoSHmaIKwjCk7xP0VqnlNe+ciYSGBE4CEMVQAqZYJJq71sDx2GIp7WBkNuDkyT09PiqH+NJ4oTv/hdTo7Y/T2Z5iczJFpSfATP/mdaH17H48TCN+JuF92OzY21piW7eh4D+3tr+J5Hn/41S9y5DmPhH8ZCa8h5mzUI61FZPvWhjZfawwiWdoiZxzViphJms3NrbSgpAO1hiYUquepmwEYqxAiM4BQDqHs+WjC2Y43Hm/UMRyZJVfeSyLhROVnChjZga5l0HUBCUMniIfYJQL9J6m4H8Wqe7MGNiNEJMooHIfnnntuVXZ1/fp1zp0713DBam9vf+xC+feLpwVgH5amE4vF2LlzJ//pP/0nbt68yaFDhzh27Bif/exn+cEf/EH27t3L8PDwhm90PvrRjza+3rp1K3/v7/09/vyf//NUq9W7mtdba/kn/+Sf8NM//dN8z/d8DwCf+cxn2LJlC7/7u7/L3/7bf/uez/X3//7fxxjDCy+8wN/5O3+HP/fn/lxjRsZa+/QC7Gb0YOtgFo/H6ejoeKThobvFo4L/5OQkZ8+eZdu2bezatQsReceNA5oFNdZSgQrVMj/0jd9lwV0k5YAnVVxlcXUO38bQOodvfVxdxTcaP24xK920dIxQKblkR/eQG99CaXGI8allDIKXzdG3pYWd27q4MTZPX0eG8lyWtjaPubkSiWSSo0e38WM/+Z247p36yk9bBnu/uH92e55MJkOl6rKc30cs9T7EE7AW7M2mLDeLDr/UEIOIohIJQjSZARjZHkktKoGa0EY9oiz24ipDAUuCUB0GihjZVcty8zX60EEccwLHhZhLZM5DK0a2gziEchjsEsqOYGqG6mInCNVRyv4/AHlnuJDNOsTN2dXu3bsplUrMz8+zsLDAyMhIQ9moDribdW1Y7z6fFoB91DZauVwmFovxMz/zM/zsz/4s2Wx2U8B1bSwsLPDZz36Wl19++a7gCnDjxg2mpqb4ju/4jsbPfN/nfe97H6+//vp9Afazn/0s27dvX5Xl1rUGROTpBdiNZrATExOcO3euAWZnzpx5x/SD10bdOGB0dJTnnnuO7u7uR17rQfu6H8A2e9q+8MILtLa2Nn43nl/g7w3/XxTMAjGniq8sSQ1hWCXuhYSlMjG/hHYKVHIxdMsy5Fsp5oS5q99OeXGI4lyFkclF4vEVtrT4+BVhvJzj8vVptg11cmhPLxe+fhOtha3bOvFjZUQLP/Qj/yux2J0fjqc9g71f3Cu7vXjxIpcuXeLKlStNANCP523Hun8OAGOzSHgWMadQwXlgGmUuNtaWmhmBwwXERIYClnaM6sPQirLTsIqDKxi1F21WU42M7Ir4vJQx9KGoaxD3goRoe3GVGUCoDoINMKqTUL1C1ftxkHcOuO4nshKLxejv76e/v/+uNzfpdLpxvDOZzGMDwLoYzEaF+N+J2AjA1p106u9HOp3mW7/10Qwc7hY/+ZM/yT//5/+cQqHASy+9xOc///l7PrbeglvLFtmyZQsjIyN3+5NGHDp06I6fNZ9jTxzArrcs86gA2+yX2uz4splDU/Uhp/WoJq0Vyb+bccA7kcGWSiVOnowGXNZKL15cmOC18/8eQ56YDjGmSlw01pRJOYqgDJ6uUC0kiKeWUK5m5cpxlsZ6mVuq4jmKwswivR0Z9m3rZmYpx8JoloTvsWNrJ+PTS2hg/voMW7YkmJkpMT6+zKHnB/mBH/yTpNN3l4H8Zstg7xf17PbKlSscPnyYMAzvyG6bAQDnOJbjGA+wBuwNVHgqynTtAo75+ipT9kjOcBtuwwzAxcjOWnnZR6/lstKJooIyX2/8LDAJ8uWdJJOxiF/LSiMLDuUQypxDCKnq76PqfRTknc3S1psZrr25qVOB5ufnOXPmDMaYVUIXzVSgzdhjfQ9PemwEYB9WJvG1117jYx/72H0f89Zbb3Hs2DEAfvzHf5y/8Tf+BiMjI3zsYx/j+7//+/n85z9/3+vx2t9thlLgEwew6w3HcR56yKlYLDI8PNwQSVjrl7qZmSI8eAhgeXmZkydP0tLSwuHDhx+7ccC9pm4XFxc5efIkXV1dHDx4cNWH+8vjF/m16/8NrQrEpApUSXllNB6J5Aq2kKIlUYLAozTXxaUzh0lUO7gyMks6WWZ7dxvkQ6ZjhosjM+wc7GAokWLGrzI5lycwsK23lbGzEywulRna3sHOXRlmZ7J8+G99G+0d954yfJwA+ySHiKyzd9tU3pSdGLUT3KjHFNgVVHgaZU6jglMgtqEpDEQ9WjsHYtA1owMrXZFqk02gKCD2wqp9lau9pGMXUabW30VhGCJUgyibxdJJxfvfCNz//R06UqvjUS+Ya6lA2WyWhYUFpqamGlSg+rFubW3dUPb5NAHsRkRr6hSd9b4fH/nIR/jgBz9438c0D0nVfXL37NnTGFx94403OH78+B1/V7fMm5qaWqUgODMz89AaCGvjqQXYh8045+bmOHXqFFu2bGH//v13nBiO42yaQP963HnqpuQ7d+5k+/bt9zzRHncGOzo6ysWLF+9qYPC562/wf43+AY4u44tBbEBcW4KKkPADwlwcR5WZuXKQ65dSxNwY7U4MtGV3fwe5YoUrF6fwtUNPV4bWdIzSTIHLc/N0dyYY6m9BK82Vt27R19+C5/vcurnAs4cG+LlP/AV6eu6vVvU4M80nLYO9X9yrd3vr1q1V2W1nZ+ft4R3JYJxvwfAt4AE2ROw1VHgKZU4j4U2EWZS90XgesbMI7Tj2es0M3SeUIZA01vp4zhmUNOtmG6zqwDV/iMWh7H+M0Hn1HT8+9dgMqzoRIZPJkMlkVlGB5ufnuXjxYkO3tw64D0sFelrEMGBjmsmFQuGhMthmY/mHjfpn+V7X9+3bt9PT08OXvvQlDh8+DESVxa985St88pOffKTnrMcTB7APUyJeK4J/t2gWSbiffu9myxtCdAKubaw3l6gPHz78wJOmWVx/ox+6ZoA1xnDhwgWmpqY4cuRIY5S+Hv/0/Jf4H3PfwHcC4rqKJsBz86iKSzKzQn66F7OyjeJcC7447OhWxK3i5sQSN3MF9vR3kjEOrT3tTMyuMDm7QjsubekEhXyFkYkVdg1lqM4uE1YtszN5tu7oohoY/tqH/xe2bnvwh2k9APsox+xJvritR+XsXtnt8PDw3bNbANFY2UOo9hDygdqTLTQAV4WnEBTanG4yQy+j7RVCOYJjvwYaKkEX2uvDWgW4aPMmliSl2C9h9Hse45F5cDwOs/W1VKBCocD8/HwkLHLtGp7nNY53W1vbA4d46nt80jNYa+07WiJeb7z55pu8+eabfMu3fAttbW1cv36dn/3Zn2Xnzp2rstd9+/bxiU98gve///2ICD/8wz/Mxz/+cXbv3s3u3bv5+Mc/TiKR4Pu+7+6KYuuNJw5g1xtaa4rF4n0fU+eT5nI5Xnzxxag3dZ/1Ngtg7yXqUCqVGB4exhhzR4n6XlH/oG0mwJbLZYaHhwmCgJdffnlVD8layz88+X9zOneRmArxJUTCyBHHDVxUtYWx0zuJOZ0k8CgU8kwWsvT6SeZLVbpakvR3pMnNFLg6uUhXe5ptfe1ILuDc2XEK7Sn6e9vQyjBxbp6+3lZ27Wnj0uVJZmay/MhP/Gn27lsfZWO9GeyjHLunKYO9X6wnu61P095BTZF2jPMKhlei720VZS6hzGl0eBoVnsWqrlXmAZ4zizVFjGxB22sY2UrJ/yRW736HX/md8bi9YJt1e4eGhhpUoDrYFotFWlpaGoB7txLp0zJBXL+2baRE/DgANh6P8x//43/kH/7Df0g+n6e3t5dXX32Vz33uc6tkdS9dusTy8m0Rl5/4iZ+gWCzyAz/wAw2hiS9+8Ysbdvt5agH2QTSdlZUVTp48SSqVuu+Idj0ehzJU83p1o/aOjo6HUolqzoY3+sFTSpHP57l69Sqtra0cO3Zs1T7K1Qo/+vbnmKiM46kyMaeCtoLj5ijMbyGW3cXoZJmgUsYNCihVoiudoDeepFoOyRcqZAslKnNlersy7NnWzfjMMgu3lmhJxti9s5trN+fwXEO6GiJJj1sjC+za28OOnd184IMvcvjI1nW/nvUAbOSKIw91IXiSM9iNxP2y22aXmntSU8TF6Gcw+pmGVrCYqRrgnqJSeBNHreC6Xg1ct1OK/epj57iuN95p8FortFAsFhvHu04Faha68DzvHbeqe9TYDIB9HCpOzz77LF/+8pcf+Li11w0R4bXXXuO1117b1P08cQC7GVPEdZeNHTt2sGPHjnWtudkAWy85W2sZHR3l0qVLDzRqv9c6sDGR/nqUy2Xm5ubYvXv3HX3f+UKOHz35WbJmHk9ViTkBnoCU05RHn8UUHfJV2NrRwtLkAvF0gsCCUxHOj0yRTsXZ0dOOzVYZtSXOX59i99Zununt4saVGaYmltm+tYPe7jj50TyFwLClLw1orl2b4Yd/7FW+5X/Z81Cv537H0VqLMaZx3OoXrvq/B8U3SwZ7v7hfdnvhwgXS6fS9s9taWNVDqHoIne/gwvULxHzLzq1FlDlP4Hw3yMO5Pj3OeNwZ7IMiHo+vogLVXWnq1YR0Ot3I6p70TLZ+rdxID/Zp1yFeTzxxALveuJtUYhiGXLhwgenp6XX1N9eut1nDRM37O3v2LLOzsxw9epT29vaHXmcjIv31MMZw+fJlstksfX197NixY9Xvr2dn+enT/5bA5vBUBVeqmGKKysI2qkWXVifGSlAiNIbl+SITyyUSFWhTPsrX7BnsZqVQ4sr5CdLxGP09rWQKMcKlMrdWsgz0t6EUTM8u0SEO/f3tXLk0xcx0nu07u/nu92znT377/TU/73Vs7nZc6v0hYwyu6zZ62M2AW+9z3a3f9c2awd4vNpzdUrspkThGH8Doo+/Cq7h/bMaQ02aFUoq2tjba2toaVKD5+XmmpqaoVqt89atfXeUK1EybexKifsP6qJ+VXC63rhbZ0x5PLcCuLREXCoXGEMfavuJ6YjO1jetx/vz5hsXco35A6gDwqNl1nWdbKpXo6uq647i8OXON/+/l/wKSi5SZRNCL+1mcc6gGhrQYrs/P051OUV6pkI75DLQkaHGTTC8UuDC1zN7BLjqVT2u3w83JBUrVKkPpNEYbJpYXKRTLdLY7tEmMkasLJHbH6BtoYWx0mcNHt/KXPvjiIx+btVG3jgLuuAAYYxpVhfrX9XXqx7m55/1HOR41u32Sb04ex5DTZoXnefT29uK6LuVymQMHDjA/P8/k5CSXLl0ikUg0bnBaWlredSGKjQw4QVQivtfA6TdTPHEA+ygl4tnZWU6fPn1X3dz1xmZmsPPz85RKJTo6Ojhy5MiG75ofdW/ZbJYTJ06QTqc5fvw4Fy9eXLXO52+d5F/d/H9xVAnXCm6hH8l3YctCR1wwJYs1lp2dccKCIfQ8ZrMF3HyVHIae9gw9bWlWprJcn11hoKeNPVu7kWLI+TPj7NjWyUBviqmZPOGCItORoqOzwrWrM2zf2cGR9/TyvX/5Tl7aemNtBlvPUOuZytpzqRlA64+rZ7rN2W1zxvukZDzN8U6DxHqz22KxuGn+zI8jnqQM9l5Rp/bVqUDbt2+nWq02qEAXLlygWq02PFc7Ojru67n6uGIzAPaPS8RPcNQzzitXrnDz5k0OHjx4Xzui9ay30R6stZabN29y9epV4vE4fX19m/KBfhQu7NTUFGfOnLmnrvH/7/JX+K9Tb+DrALeaoTrfjSM+hWwVEciIz1KuiKOEibElQmPpa0+zLZlhubJCrmJYzhWR5YDujjSu4zA6vUQiFBKOy5buDNduztHfk+DZoW7OfeMW5XyVoa2dFAoV2jri/Lm/uHdDx6V+UVlb/l1P6ar+vjRzlsMwpFqtMjc31zi/7ldK/qMa98pu5+fnWVlZYXFx8YG923cjnuQMth53u6lzXZfu7m66u7ux1pLP51lYWGBubo6rV6/i+36jlLweKtBm7XMjAPvHPdgnPIwxVKtVJicneemllzY8Tr1RgK33W5eWlnjPe97D5cuX3xUXnLqPbN2tolmJpL7OL575PG8sniGmFG52G04pScp1mJrL4Tua/HKZvK0w2JahlK3Q2tVKaCxStJy/NUPcU2zvacUra64X5rmYnWHXUCcv7OznzNu3cH1NW6tLR1uMROCSmy+wc88WLl2cYiaxwtEXt/MXv+8ZVlaWNnRc6hlsvexbf42PEkopKpUKp0+fRmvN/v37G8er+bx4mEGpPwrRnN3WxQNisRgLCwvr7t2+U/FuDzmtJx5UNRERUqkUqVSqQQWqe942U4Hqx/th1JIeJjY67fy4aDpPWjyVALu8vMzw8DAAL7300qZ8aB9GP3ht5PN5Tp482ei3ep63qVPJ6+3BBkHAqVOnyOfzd73psNbyT6b/gBm1SMp0EMt3UygEeApKhSpbUkls2ZDKuGAs+cUyM9k8jhISFUVbKsG+rV1MzS5y68oCnS0pdgx2MDmfRRUCFgpltg61cX1knsVly76+DiavzTM3l2XPgT4Gt3bgxxz+7o+9ytzc1Ib7nHWArV+UNnIhWVlZadCo6uAKt4fL6qXk5h7vH2e3d4bruvT19dHX1/fwvNvHHE9TiXi9obVepXJULBYbrkA3b95Ea73qBudBdMX1xmaUiDeaFD0N8cQB7IOoF2NjY1y8eJHt27dz9erVTfvANPNNH6bEMjMzw+nTpxkYGGDPnj2N/Wy2MtSDMth8Ps+JEyeIxWIcP378jg9Srlzm41NfZjFcZku4EyeIs7hSpD2WYGYhjwBOpcJyoURvJsXk+ArplM/O7nbcKoxPL3N+ZIZ9g9104BBmXManl8kWy+zobGV+fIXxqWXa2z12bOsgFipunJti284uiqUqV6/M8NJ7d/F3fuhPkUh495wAXm9Ya3Fdlxs3bpDL5RoXmUeZTJyZmeHs2bNs376dbdu2rToHm99PYFW/9t3Ibp/k4au1N6d3693WL/5rs9uOjo5Nu/jfK57WEvHDRDweZ2BggIGBgQYVqM67rXve1o95Op1+5OfaaIn4jzPYdzHuJiBQt1Kbm5vjyJEjtLW1cfXqVYIg2JSew8MCbHMp9plnnlklEl1f750qEc/OznLq1CkGBwfZs2fPHReRyfwyPz78b8gHIc5CHybpU6wEtLpxZhbytMVjLMwXsFqzp6uDSj6gvyPDfL7IzMQy1XLIlo40XS0plqdyzMzmGOjOsG9HN54Rrp6bpLs7QXubz8JSmcF2jSlUyOdKTIwvsXV7F5NTy/z1/+PbaG1LNl7To4JFHdyGhobo7u5mfn6e2dlZLl++TCKRaIBta2vrfS8gde/b69evc/DgwXUJe99tUKp5uOqPcnb7oPfT9/13Nbt9WjLYzdpjMxUIuMMUAmiIXHR0dDzUgNpGMth6H/mPe7BPSOTzeYaHh9Far6K8iMimyxuuZ726BOO9SrHwzvi4Wmu5ceMG165du+eQ17nFcX7+3H/BrabwsxplDZVSSEp7VEshXYkkthiSifk4ovj/s/fd4XGVd9ZniqaojDSSZka9d8lWdyHEQALYYHCBJCS7KUDIBhJ6EloCgaUkwCYBsiENEiC7eLPGxiYBQgk2xdhgSxp1q3dN773d+/3h7717Z9RGmpE0Y3yeh+fBo9Ho3jv3vuf9tXNGxvVweHzIy5RAkSAGL4EDtcEGo9UJgZOGLC0ZHpcH4yoLWsqS4Hd4EQgEMDNrQ0V5Fkpzeeh8fxhlVVkoKpVjbEQHRVYa/v2JL0HBEu9fiVA/8cok15XH4zH1qMLCQvj9fhgMBuj1+iBbMZlMNmcBIZrQZEY5NXX5gggLNUqFjgGR934WarfhkuJ6RLefNYINBbs5jbgCGQwGzM7OMqNAbFegxY7jXA02PMQ8wZIUbG5uLiorK4O+1KXkEpeDcOdNbTYbOjo6kJSUNG8qliDaEWzocYU2Vc1HEEdUA/j90FGI/ZmAhw9ewA2j04uCNAnUBhtSREKoZs3w0jQqZOkw6hzISZeAz+MiYPdjYEKL1GQRSrIzQNkCGJjWwGr3QC4VIleahO5Tk0hNEyA3R4JZtQNCmoOA2Q1pehJGhtWors2DTJ6C6266AEXFsqBjWy7BEmJdrJmJz+dDoVBAoVAwC4hOpwsyzSaR7djYGPx+PzZv3hy1If5wx4BIZHu2RbeRNBGtRXQbaVpzLbBWo2FsV6DQUaC+vj74/f4goYvQ0su5Gmx4iEmCJZHk8PAwJiYm5k3BAtGXN1yKsFUqFXp6eoJGXxYCj8eLqv0dm6ydTic6OjrA5/OxdevWeVM7r4yfwqGJHkgCWXA5AxCBC6cfEPo5MFqdyJVIYDG5kJUmgTiBD4/VB6+fgspkRYILkKUmo7pIAZ3JjskBPaQSMSqKZRifMSIhALjMLsgyhdAaPEhOTkJteRb6PxxBkkSE/KJM2PvdmJ404o4f70R1be6c41tODZadhg23mYm9gBClHL1eD7VajdHRUXA4HCgUClgsFvD5/KiPNiwU3bLTyuQ4z5ZUcrTqw6sV3X7WI9jFsNAokE6nw9DQEEQiEXPN09LSItqseL1e+Hy+cyni9YLH40FHRwc8Hg+2bt264BcRbfWlhSJYiqIwNDSEqakp1NfXQy6Xh/VZq1GDJbZji4lq/GnoYxxTTUDkk8LpDiARCXC4vUgCH36ai1SBCE6rB95AAEmCBJwe0iBRJERBZioEPg7UPiv6J7SoyMtEQVIKTF4nRqYMyFakoiZfhgHlNDxeP0pKMiESJyE1SQjblBnF5XIMDWiQZLSjuFyBK/Y2oWVzyZzjI+cUrhMOIaZIOoUFAgHEYjGsVivy8/Mhk8kYl5Pu7m6kpaUhMzMTMpls2R6e4WCx6Ha+VDL5/3jCao3BLBbdhquZDMRHk9NymyxXA6GjQH6/H2azGUajEUNDQ3C73UhISEBSUhJjO7ec6+pwOADgHMGuF5RKJQQCAZqamha92aKZIgbmj4iJ1KDH48GWLVvCvilWY0xnfHwcQ0NDqKqqQn5+/rzv/d3pj/CJahYJATF8HhoBDwWtx45UrhAzJjtSuRxMzBjB5XJQkZkBt92H8pxMWBxu6GetcLp8yJWnQposhl3jxIDRiOL8TJQXyZDI52G0ZwYZ6QIYTMDYhBHNdXmY6VFBp7GiojYX2blpmJ024fs/2ISLLl1YXzicFDE7tRrpGM7s7Cz6+/tRWVnJSLRlZGSgoqICLpcLer0eOp0OIyMjEAqFTKOUVCqNelpxqeh2qUapWCWJtZgzXSi6ZatKkbRmaHR7LoJdGfh8ftAokNPpRE9PDzweD9ra2hjXINIwtVRGwW63A8C5Gux6obGxETweb8mHdTUs5thRp8ViQUdHB1JTU9HY2LisnWU0m5w4HA40Gg18Ph9aWlqYrsBQ/GHgY7Sr1RDRYtidXojAh5jLB4cC3D4/8pOTYTbYUJQpRQKHC5XGBp3Vjuw0CZIDfAhTRVAHbNAYbZD4eMiQJMHl9KF/TIOWihzoxrSw2XzgcLnIzkoGnydA/7FRlFdlwWH3YmRIg6raXJx3USV27GpY8pwWivBDm5kiIVeapjEyMoKpqSk0NDTMMZYHzow25OfnIz8/H4FAgFHJ6e/vh9frRUZGBrPArIboemh0u9gYUKxjrcl/OdFtPESwsUiwoUhMTGTUo3Jycpjolj0KRAhXIpHMueYOhwOJiYkxXw+PBmKSYIVCYVjktBoES6KHmZkZ9PX1obS0dI61W7ifFY0UsdvthlarBYAFTQNomsbzpz/BKbUaAS8PNrcHCRQXTr8PyRDADy4kQiG0WguMLg9kqRxMTBuRIUnChoIs+K0+DEzrkJQoQFluJrh2P3pOq+BwepGfLUWWNwldJ8aRl5eKkpJkjIzpIMsQI9EdgNftg2rajMJSGfq6Z1BWmYVrv3vhkue1UIo4tJmJNAOtBGS0y2q1orW1NazsA4/Hg0wmg0wmA03TsNvt0Ov1UKlUOH36NJKSkiCTyZCZmYnU1NQ1SSUTsrVaraAoCn6/Hz6fL+Zqt+utlLRUdBsIBODxeJCQkLAmc7crQTwQLPB/TU5cLpeJXAHMqZcDCBK6EAqFDMGuxr2ya9cuKJVKaLVaSKVSXHzxxXj88ccXldG99tpr8eKLLwa9tnnzZpw4cSLi44lJgg0X0a7BEsLu6+uDSqVatuXdfJ8VCYhJu0AgQFpa2rzkSlEUftd/Ah0aNXgUH3QA8Lt98NMU/M4ADB4XClNTMTFjhIDPRY5QBNpNITVJDLPDBYvKDllqEqqL5JjRW6EeNSItWYzKEjmGJvTwutzwaq2QpokxPWNFVWU28nJSoO7WIr8wE0VlcowN65CakYSt2ypw7U0XhnVu86WIo1VvBc486EqlElwuF5s2bVqR2heHw0FKSgpSUlKYTku9Xg+9Xs8oibGj22gv2OxUsk6nQ3d3N0pLS5GUlBSTY0CxJoIRGt22tbVBIBAsu3a7logXgl2oyYl9zWmaZjIKMzMzePPNN/HrX/8apaWljDRptM0hLrroItx3333Izs7GzMwMfvjDH+JLX/oSPv7440V/b8eOHfjzn//M/Dtakp5xTbDRrsECwPj4OBISErB169aI/AojbXIipvHl5eXw+Xxwu93zvu8P/Z9CqdUCfh5cngD4AS6kIjGcdi9ECTzIhYmgPBSy01IgpIG+YQ00CT6U5WRAzhdB53VgaFqPomwpytPSoHFbMTSmRWFeOooUyZjq0UEkSkBxiQxevx42mwspfgpOAQ+jQxpUb8xHaloiRGIBfvDAFeDxwlscQgk2muRqs9mgVCohlUpRU1MTtQUrISEhaI7QYrFAr9czqbHU1FSGbKOpATs1NYWhoaEgMQx2oxRJqceCyEUskNR84HK54PF4kMvlyM7OXlbtdi0RLwQbzhwsh8NBamoqUlNTUVJSguLiYgDAf/3Xf8FgMCAzMxNf+MIXsGPHDuzYsYP5eSS44447mP8vLCzEPffcgz179sDn8y36nQqFQmRlZUX890MRkwS7Esu6SEFmwJKSkrB58+aI6wMrPTYigKBSqdDU1ISMjAyMjo7OIWuapvH7vhM4qVLD76WAABduhw9cDgeiAB8BP4UMoRijMwY4vT5UZ8pgMTuRLRFDkJgIk8qOSbsbBQopaooUcBlcGNJrUJSfAS6PA5/HA7/BjdISGYZGtJiaMaGsWAZNvwazdicUOSlwOf2YHNOjrrEAt957OYTC8Bcldg02ms1MJNIrKipaUWo/XHA4HCYdWVZWBrfbzUS3Y2NjTBpSJpMhPT19RfcTUQubmZlBY2NjUO09FkUu1jtFvBTYxxetzuRoIx5mdYGVzcFmZGTg+uuvR0pKCn73u9/hj3/8I/7xj39g//79OHr0KP76179G9RiNRiP++7//G+edd96SG6ajR49CLpcjLS0NF1xwAR599NGwpkWWQkwSbLjg8Xjwer0RfQZN05iamsLAwACz24rGDb6SJieS1vT7/UERdGg0TNM0/rPnTFqY7+cigcOH3u5EcoIAWoMDBsqJPLEEKp0VckkyknkJsFk90FmdSOAEkEkJIU9NBh2gMa0zQ5EgRlqiGCY4cXpUg6KsJHj0PmgMHiSnUigpkUGrs8M6YURGehIMGgusFg+Ky+SwWl347p2XIDllec0/pAbLJoNIm5mmpqYwPDyMmpqaVdmNLgaRSBSkAWsymaDT6TAwMACPxwOpVMqMAYWa3s8HiqLQ29sLi8WC1tbWJTsuY0HkItZSxKFYKDqMpDN5rY4x1hCJ0ITdbkdycjLq6+tRX1+Pu+++O6r3zt13343//M//hNPpxJYtW/D3v/990fdfdtll+PKXv4zCwkKMjY3h/vvvxxe+8AW0tbVFnMKOa4Ll8/lwuVwr/n1SbyVyeTqdbk0F+tkgHctpaWlobm4O6lhmkzVN0/h113F06rTwuWlQNAV4KcgSk+Cy+6BISYaI5sHr9oPH5SKRw0fPsBqy1GRU5GTANGPAjMYKvcCJ8rwMJHhodHbPQJaRjLxsCfQGC9SDVlSUKUCDh7FxHerqclEsTUbfqQlU1GYjU5EMvdaBwhIF7nxwFzIyV6bIQhp2yIK/UnKlKAoDAwPQarVoampCWlraij4nWuByuUz0Q9M0nE4nMwYUjl6yz+dDZ2cnAoEAWltbl/2Qr5fIRTxFsIthPaPbeCHYSCLt+WQSF7uGDz74IB566KFFP/PkyZNoaWkBAPzoRz/Ct7/9bUxMTOChhx7CN7/5Tfz9739f8G9cc801zP/X1dWhpaUFhYWFeP3113HVVVeFe1rzIiYJdi1SxC6XCx0dHeBwOEx3rtFojDgiJlhOBDs7O4ve3t4FO5bZVnq/7f0UXTot3K4zesIGixNiHh9WmwuuQACZfBFOz2rB5XJRmiYF5aFQkpUBg9WBqVEjEjgBVBXKMKkxw6KyI0koQHmxDINjWvA4PuSKkzEOL0ZGdSgrV8Dl9sGtsiJFLERyiggjQxqUVMhgMbvx9e9cgLyCuWMvS4GmafB4PPB4PHz44YcM2awkOvD5fOju7obb7camTZvCig7XEhwOB0lJSUhKSgpLL5miKHR0dEAsFjPjapFiLUUuYp1gl3te4Ua30bKDiweCJffPSo9zuUL/N998M7761a8u+p6ioiLm/8l6UlFRgerqauTn5+PEiRPYunVrWH8vOzsbhYWFGBoaCvsYF0JMEmy4WCnBEjWkrKysIO/PaNZ0w/GXpWkag4ODzIymTCab930kRfxc/yl8OjMDeDlI4gigNTmgSEzChMoEPp+HFCTA5fOjTJGBJG4CRqcMMNqdqMyRoShZApPfiTGNCQKRE9WZGZiaMmJ62oTcrGTkZIrhVnlgTuKipFSO/tMqqNVm1BRmovODIUikSSgolaGvawpmkwtfunYDyqvnylcuBfJw8vl8bNu2DVarFTqdDmNjY+jp6QlSVFoqLUo2SSKRCJs2bVp3BZxwsJhecm9vL9O5XFJSsioLbaQiF4sh1iPYaMzBhka3FouFmQEleteRRLfxQLAkA7LSzZ/T6VyWyARb5GK5IKnn5cjWks3TfPK8y0Xsr0iLgM/nL2tMh6ZpjI+PY3h4GNXV1YyiD0E0xSHYC9h8N6LP54NSqYTb7cbWrVsXveG4XC7eMakw4+DB66Yg5iTA4/FDLk6Ex+FDnjQVIooHk9UFncOBvKQUjBuMUEiTkZWWDJvOhUmTHQVZachNEyIlwMfgkAaFeVJ4vB7Y7B7ki5PhSxdgfEIPkTgBJSUyCP0UDJNGFJUrMDKogVSejNyCdFyyuxY5xcvfqc/XKUyig/Ly8nkVlcjMqVQqDVp4zGYzOjs7oVAognx44wlsvWSJRIKuri5m/ra9vR1cLjcoul+NDcRyRC6WapSK9RpstDcAXO7/2cGFRreTk5NBpYJwo9t4IFi2m9VKQGqw0cann36KTz/9FOeffz6kUilGR0fxwAMPoLS0NCh6raqqws9+9jPs3bsXdrsdDz74IK6++mpkZ2djfHwc9913HzIzM7F3796IjykmCXY1UsThuM9EW94QmJ9gQx15llo439NMottmATchEWn8ROhsTmQIhdCbnHB7fZDyRBgxWCFNEqMwWQL4ABqA3uKA0EVDlpYCKkBhQmNCJjgQp/Hg9fkxOKZBcW4qKBOF4UEtqqtzIJdLMD5hQGNVNtRjBui1NlTX5yMlVYyxYQ2uv+VibL6gAKOjo2FfCzJGslSncKiiEkml9vT0IBAIMF25FEVhcHAQZWVlKCgoCPs4YhXT09MYGBhAbW0t05xFURTMZjP0ej2jl0wapYix/FqKXIQT3cZDBLua5BWN6DaeCDaSFPFC2bpIIBaLcfDgQfz0pz+Fw+FAdnY2duzYgf/5n/8J6mMYGBiAxWIBcGbN7+7uxksvvQSz2Yzs7GxcdNFF+Otf/xoVt5+YJNhwES4hOhwOdHR0QCAQLOg+s5zPC/fYgDM3I3vnqtFo0NXVFZYjDwB8NDuBd6Ym4PIEkMrlY9ZuQ5Y4CTM6K1KEQog4XIi4fJTI0iEGH12Ds0hMFKA8KxMcZwCn1VqY7R6U52eiQCJBR8ckuJQVMqkAFkcAjlkPsmQS6MUCDI9oUFGZjWxZCgZOjKKiLhdmkxPjozoUlclQVp2N3ddsglarDTtaYS/SQPidwmRmkbh7kFTq8PAwPB4PEhMT4ff7YbPZojpzupZgyzg2NTXNGcMhCjlEL1mn00Gv12N4eHjd9JIXGwMCYr8Gu1bHt5LolmxkYp1gSdCw0mvpdDpXJYLdsGED3nvvvSXfx167xGIx3nrrragfC0HcE+xSKWLiJ5uXl7dkKjGaBBtq4E5mGsfHx7Fhw4awxkhOG3XYP9ALp4eCwM8DH1wohEnwewLIkaQgwcfBjMuKSbsZJalSBAIBVBfIobM6MDmiQ0qiCOUFmZjUmOExewCaA1m6ABqDE8X5aahNSYLy5BhoP4Xikkz096sgAOA3u+DzBqBTW1FULsdQvxoVNTm47pYvMucWTod0OB6u4V7LpKQkTExMgMPhoKmpiZk7HR8fB5/PZ1LJK505XWuQMRyzc6qfQgAArhBJREFU2RyWjKNYLEZBQQEKCgoYvWSdToe+vj74fL4110tmf7ekGzwQCDD/xZKEI8F6klc40S3ZYMXyJgWIjtn6Z8FJB4hRgo1GiphNaAv5yc73edGymGN/nt/vR1dXF2w2G7Zs2RJW6kHncuD3XacwbbQiieLD4PFDnsLDlMECH0VB7OPB5w9ALklCUUoq9EYHpvQWFMhTkSNIglOSgOEZA+S+ZFTK0jExqofJ6kJWphB5WRLwbBQsNjtKSuUYGdEhWSJCXXUOuo8MoKQqG3lFGZieMCJdnoL61iJ8/cYLme8lHKu5aCozEUcjiqKwadMmJgORm5sbNHN6+vRpeL1epit3tcgmUpAxHL/fH3Q+4SIW9JLJcZDz6erqgkgkQmJiIvNMsudtY4FsY0Xsf6HoVqfTAQA++eSTqHYmRxvRMFv/LDjpADFKsOGCz+fP26lLHniHwxE2oQHRNw/gcrlwOBzo7OyEUCjE1q1bw9K49AYCeLrtBExWF2g3oPe6IQpwMaO3QpGSDI4b4IoAm9sDrgfoVWmQmyHBxqIs2PRO9MyoUJyXgZoiBfheCsMDGqSnJcDj5UNv9qImKwUGmw3TOhuqanIgk6VAyOcCZidSpYkYG1KjpqEQ6lkLOBwO7v351RAIgudyF9uIsKObSMnVbrdDqVRCIpGgtrZ2zoPNTrVVVlbC4XAEkU1ycjLTlTyfs8dag3Q+i8ViNDQ0RNy4tN56yV6vFx0dHeDxeGhtbWU2X2stchEOYjX9SqLb9PR0fPzxx6irqwuKbiUSCSNyEQuaydEg2GjUN+MBMUuw4fiFsuucZKEKbSBazoISbYIFgO7ubuTn5y+r0/WPXW1QmW3gB/hIE/LA5VIw2LxITRGDcgQwrjNDIOBBnpAIQQIXirRkmOwu2LUO5GSmIUeWitEZAzbmyBFw+eF0eUHRFMqKFDBNazHar0FFVTZsdjdGRrTYUJeLoWMj4HA5KK5QoLdjCjqVBZV1ufjRo3uRmBQcYS303YTbzBQuDAYDurq6kJ+fj9LS0iU/i20UXVRUFEQ2a9WVuxhsNhva29shk8lQVVW1Kov9QnrJ4+PjUddLdrlcaG9vR3JyMurq6oIW3bUWuVgK5N5cb3JaDCTCjnZn8moc50oJlgivRKLzHk+IWYINB+RL9vv94PP5UKlU6OnpCbuBaL7PI5FXJA8iTdMYGxuD1+tFUVERqqqqwv7dVwf78MnUNHxOCm6fH+l8ESb0FsDvh3PGgrTkRFTmZEJEcdE/rsOUz4faAgXkCWIMmnQYGNegrECOvLQUtH86jvQ0AYrzpRidNoOyecAPAD4fhelpI4pLZLDbPJjtmkZeUQaG+lSwWd3IKUiH3ebBzffthDRjbq1kvgh2pc1MC2FqagqDg4Oorq5e1GpqMbDJhtS9yAgQ6colqdTVfuD1ej26urpQXFyMoqKiNVnoF9NLHh0dhUAgWLFest1uD9osLHQ+yxW5WC2yZdsfxirm6yBeqna7HtFtpDVYu91+LoKNB5AH0u/3Y2BgAFNTU6ivr1+xSDOPx4t4pxsIBNDT0wOTyYSkpKQFzdHnQ79eh7eGR2C1esEFB/DQsLjdKM1Ih3FGD3FaCrQ2B/gewODxoSQrHRaHC+pJC/hcLkpzMzCpNoPvo2DUGJEpFUJn9iBNysPmqjy0fziMTJkYBUXpGB83ID8/A8keP4bUVmTIJEjLSMLkiBb1m0tw+4MXIqcgfd7jnE8bORrNTOSzBgcHGbOD5Vy/xcCue1VUVCxbvjASzMzM4PTp06ipqYnK8PpKwdZLDgQCMJvNK9JLJjaKhYWFyzJUYNduyXMWLZGLpRCNe3O1sdSIzlKdyTweL8h7dbWi23M12PARswQbTooYOHPTdXd3w+/3Y8uWLRF1p7FTzit5EEnKjM/nY+vWrVAqlWGnnO1eL3598hN4nQFkihPB93Pgpv1w+/zQamxQW93ISRChMEmCgI+C1mgHDSCTKwIkCRia1sHj9aFUJsVIvwpOtx+VZQrwBC6kcHlw6R3IzkmDSmVBWnoK5HIJNF3TyM5Ph0gswOigGuW1ubBZ3Ljq61tRWZe74LGyv5toNjP5/X50d3fD5XJh06ZNqxpVJiYmMl2588kXksguIyNjxd6Q7DGcxsZGxpQ6FsDj8Vakl6zVatHT04OKioo5Qi3LQWgtNlKRi6XATk3HKpY7AztfdGswGFY9uo2EYGmaPleDjRdYLBb4/X5wudywBBuWwkKzq+HAaDSio6MjSH5xOcpQ/3HiGKw2L6wuN5LoBGjMduSmSuA2e5CelAiu1wMpT4ieETXk0mRU58vgNnrQP6JBUa4UVYVycH0UhntnkSVPgsbgxsiEHg1l2RjpmIHb60NVTS70ehv0ejvKZGno7lOBomkUlskw0DMLl8OD7913ORo2lyx6rCSCjSa5ut1uZla5tbV1TWtLofKFRL4x1OeVyDeGc54URaGvrw8mkymsMZz1RDh6yRkZGeDxeFCr1airq2N8aaOFSEUulkK8RLArJS52dAtgVaPbSI7T6/UiEAjE9PMQTcQtwc7MzKCvrw8CgQDFxcVRaVghD+1yGp1omsbk5CQGBwdRVVWF/Px85mfhjv28PjSIMY0ZVIAGxwPQfBo1WTL47H44OVyMagxI8QFUAoWqfDnUZhtU4ybIpSkozEnH2KwRjQUyWNQWuL0UTFYfSgozwQvQGOucRVFxJvr6ZzEzbYQiOwkweaGfMqKgTI6xES0UeVKkpIqx9QvVuPjKhrCuE3Am4oxGp7DFYoFSqVzV5p9wwTaJZtctdTodU7dkyzcuJIPZ1dUFn8+H1tbWmBwVWgzzbTiGh4eh0WgAAOPj47Db7cjMzFyVzuyViFwsdc/Eaw12pQg3ul1Js1ukVnUAzhHsemOhL5xtSN7Y2IihoaGoz66GS7BELECn06GlpWVOvTAcsp6xWPF67yBEXD6ENA2OgAYVoHF6RAMOOCjITEN+kgRD4yr0T+lQlS9HZZoUo5NG9I+pUVkox4b8DPR3qpGbI0F5iQQDIxqU52XCpXPAZnXDbHWhqFiGyUkjJBwe3DYPNDoHapoLkSDgYXxYi0v3NOGab39+yXNmE+qpU6cgk8kgl8tXLN2n0WjQ29uLkpISFBYWxtwCGFq3NBqN0Ov16O/vh8/nC5q5FQqFTCQuFArR0tISFwYES0GlUsFut2PLli0QCARMdEu6WtdaL3klY0CkQzfW7i82VksmMdrRbaQEy+FwznURxyLcbjeUSiUoimIMyUdHR6M+uxrO55GFFABjdxeKpSJYiqbx6HsfwOR0w2HxwOrxoCwzHW67F6XyDNg8XnisPsyYzJAI+ZBJJXDpnTC5/cjPlgIawOdwImD2ICdLgmmVFZWlItRX5qDzg+Ezsoc5aZieMqK2Lhe1xZnoPz6M0posmPQOTE/oUVSuQFpGMq677eIlz5ksbMTijyy0o6OjjDC/TCYLq0mIGC+MjY2hrq5uxY1pa4mFBB5mZmbQ39+PxMREuN1upKenY8OGDXGhKLUYKIpCT08PbDZbkBUgOzJaD71kYPljQLE+ogNE3p0bLsKJbkl9fr7oNhAIrLgvgTjpxHKqPpqIG4IlnYsZGRlBggPhyCUuB+FEsGazGR0dHXOOZbmf9Zf2TvgpGj6HH2lJIuSmpsBh8UJttiMhgYcMrggSkRB2oQcmpwsCHx/pyUkYMuoxMq1HTooA+nEb3H4K1RVSuDx+cDkAz+qFJEWMkWENqutyoTfawPP4AacXNAWYDU7kl8oxMaZD0+fKcNM9O8HjLU2I7PnWxMREJCYmBgnz63S6OU1C84kbUBSF/v5+GAwGtLS0QCKRLPq3YxGhAg9qtRq9vb1ITEyE0WjERx99FCTfGG+RrN/vZ9SmWltb511Qw9VLlslkc9yQooVwx4B8Ph8j8Rmri/t6HFtodOt2u2E0GhnCnS+6jaQGa7fbV2XjFauI2aeefAE0TWNqagoDAwOoqKhAQUFB0JcTbXGIpT5venoa/f39KC8vXzKluZji0bjJjH8OjUJM8cDlcMAFBz1DKmSkJKEiOxM8L9AzqoYugYfK3ExYZimMz1pAKYDSPCkcNju043aUlSgwNKrF8LgWteXZGP5kElweB8WlcvR2T0OlMmNDdQ663u5DcXU2pLJE6NU21LakI6cgA9ffcSmEosVTQks1M4UK85MmISJuwPZ4TUhIQFdXFyMTGG/1yfkwOzuL/v5+ZgyHRHY6nQ5DQ0Nwu91BM7exZgofCq/Xi/b2dggEAjQ3N4e9OVhIL7m3txd+v5+p+a2mXjIwf3RrMBgYe8u1FrkIF7FA/iKRaMno1uv1QiwWrygr8Fka0QFimGCBM6mIvr4+6HQ6NDc3zzvmwOfz14Rg2bXfpqYmZGRkhPVZ8xn90jSNJ44eg83ixqTDjdosOTw2LyqyZVCZbNCpbRBwuajKl2Fab4Fu2gJugEJxThrGVBaI5GIk+vjQugOYVVtQWiyDw+nBbI8aBUUZGOhXwWJ2oqAoEymJCfCorZBIEzE+pEZBeQZMehecTi8e/PW/QJK6eC2EXecKp5kptEmI7fE6PDwM4MxDXFVVteI0U6yApmmMjo5icnIyaAyHHdmx5Ru1Wi0GBgaQlJTEEE1qauq6L6psOJ1OtLe3IzU1FbW1tSs+tvXWSwb+ryY7NjaG6elp1NfXM2WbtRS5CBexQLBsLBTdktEzlUq17M5ku90edif+2YCYJVin04lTp04x9b6FdrxrkSL2er1QKpXw+XxM7TccLFTPfbWnH5Q7gDSxGPLEJMzOmqG22JGfnoqi5FQ4XT6MqgzIpmiUp0kxqzJjxuBEnpyLggwRZobsKMxLR2mJDENjOuTnpiHZTWNWZ4c0PRlyhQRTk0a0tBSi/+gAQAOltTno65iE0+6DLEeC7//kCihyFxZxYAsBkHNZyUNBPF6TkpJgsVgglUrB5/PR09MDmqaZyDYjIyPmRM0XAzvNvdQYDnsExufzMZFdZ2cnAATN3K7nNSBSjllZWaioqIjaIrheesk0TWNoaAgqlSroO1qNMaBoINYINhQkup2ZmUFBQQHT8DY+Ph5W7Rb4vxrsZwUxS7AWiwWpqanMTOlC4PF48Hq9Ufu7oQRrtVrR3t6OtLQ0NDU1LauWNl+Tk87uwNs9w9CY7chMTMTIpAHZ0hRsTE2G3+ZH17AKRVlS1BUp4DZ5cHpIjdKCTDhcLgR8fmRwE8FX8DE+aUBVRRbyc6SYVs4iLz8dklQxRobUqN2Yj5QUEUY+HkFhmRyD3TNwubyQZibDoLbhursvQFn1wvKDocpMkXZfEiWjyspKRpyA6OTqdDqMjY2hp6cnSEkolrsMSX3S6/UuO82dkJAQNAJDtILJNWCn09eyVmU0GtHZ2YmioqJVl3JcC71kmqaDNkDs+2m+VPJqilyEi1gnWAKKosDn85noloyzLVW7Bf4vgv2sIGYJNicnJyzXez6fD5fLFbW/yyZFom1cUlKCkpKSZT/o80Wwv3z7GCx2N/IkEngdfmSmJEJttiGVEiAzJQlFWenQmGzg2gOQJomhBtA/qkaRLBGWWQ9GHHrUVGbDanfDaHagMDkJp10+jI3qUFKmQG/3NOgABYHdA5vZiezCDCQmCzExpEFVfQG+cHU1yjcu7EUbTbF+Yhk4PT09R8mIrZNbXl7ONMiQumViYiKTQkxLS4uZlBJ7DKe1tTWi5qVQrWCSTidduaQzm8zcrtbiq9Fo0NPTg6qqKuTmLqzgtRpYDb1k0v1st9vDmkNeqFGKZHHWKrqNF4Kdr9t5odotiW6npqZw+vRpuN3uVSVYj8eDzZs3o7OzEx0dHWhoaFjwvTRN46GHHsIf/vAHmEwmbN68Gb/5zW9QW1sbteOJWYINF6vR5BRNbWN2BHtyfAbTJiskQiEGxrRwef2oyMlEljAJo9MG9BrUqC5UoD5bjvauKdhT3MiUJCBAC6EZtaMwLw0ulxljE3qUlchhGNZjSqtHSZkc/X0qOOxuFBZlYKZjAgUlcghFCRgfUKOkOhunu6ax5YvVqGyRLuqhGy1lJqLJTEY8lnqo2A0yREmInUZlp5LXqyOXODVlZGQsmVlZCUg6nXRmhzYJsTuzo1W/npqawtDQEDZu3BjWhna1ETp3bDKZoNfrw9ZLDgQCTHahpaVl2ddpNUQuwkUk3blriaXmYNm1W7Jpcjgc6OrqwvHjx8Hj8XDdddfhsssuwyWXXBI1vXEAuOuuu5CTk8OsG4vhiSeewC9/+Uu88MILqKiowCOPPIJLLrkEAwMDUZNy5NDhCP6uAyiKgs/nW/J909PTmJ2dxaZNm6Lyd3t6emAwGMDlctHY2BiR4oharcbY2Bi2bt0KP0Xh68+9gvREMWZVFsglSXB5/fBafbA7PChUpEFvdSLRzwWPAkBTGJkxoSJfilRaiK7eGaSlipCVlYbJKSOyhEIIOByMDutQVpUFo8GBAEWhJCMJPZ+MIUkiQlZ+OoZ6ZlFRn4f8UjlueXA3hoaG4PF4UFdXF3Ssy21mWgxkXpnH46G+vj4iMqBpmpm11Ol0cDqdTEfuUqL00QRJoRYUFKwomxEJaJqGzWZjroHNZoNEImGIZiVp1NAGrbS0tNU5+CiB6CWTMSCz2TxHL5miKGY2vaGhIer17NAxIPbSGQ2v2/7+fgiFQpSULC5Vut44evQoWltbVxSJ3nvvvRgfH0dtbS3efPNN9PX14amnnsLNN98c8XG9+eabuPPOO3HgwAHU1tYuGsHSNI2cnBzcfvvtuPvuuwGciX4VCgUef/xxfPe73434eIAYjmDDXTCi2UVst9uhVqvB5/OxZcuWiB9Qdor4f092I00khM/hh9cfwLTRinSOAOlJYlisLoypTShNS4XV6ca4ygSFVIjy/HToRi1AegpyspIxo7ZDIQeqstLRc3Ic1RvykJQsxOiwFrUb82Ac1kA1pkdhuRxjAxrkFfOQIOBBmpGM7/3kCgBgZgEJotXMRECivPT0dNTU1ES8u2f7Y5aXlzOLLBGlJx25Mpls1bpRyRhOJNZ5kYDD4UAikUAikaCkpAQej4dJo46Pj4PP5zPXIJw0KqlP6vX6mNdJJmDrJRcVFc3RSyYCKEKhEI2NjavSLLZSkYtwEQ8pYnKeK4203W43Kioq8Pjjj+Pxxx/H9PR0VJ5ZjUaD73znOzh06FBY/RtjY2NQq9W49NJLmdeEQiEuuOACfPzxx2c/wYaLaKWINRoNuru7kZKSApFIFJUHlKSILS433uwZgmbWCi6Pg1J5BuCm0T2sQlqyB2W5mYAzgNODKuRmJiFdIgCXJ4DYw0NaihjjUwYU5UuQJhECFjfohAQIhXyMDWtQUp6FoUE1XBozuAEKapUFspw0cLkcTI/rUdNUiNsfuwo8/pkHgj2bG+1mJiI0sZqep4mJiSgsLGQ6ckkquaOjAxwOh0mhRiOVTHx9JyYm0NDQENZo1lpAKBQiNzcXubm5oCgKJpMpyHaOzJvKZLI59UeSunc4HHE9h8zWS3a5XDh16hR4PB54PB6OHTuGlJQUJrpdDb1kYPlet+T/F0I8pIjJ2rHS43Q6nUGb1EgcmQhomsa1116LG2+8ES0tLRgfH1/yd9RqNQDMMa1QKBSYmJiI+JgIzgqCjWRMh1iKjY2NYcOGDXC73TCZTFE5NhLBvnyiCyl0AsRyKdRmO1RTZqSIhagulGNoWg+3yQ0xjwthAhdTWjuaqvNgnrJiaEaDmupsmKwuzGjsqMiSYFSpgSRNjKIyOQb6VPB4/KgtkaH7gwHUthZhdsII1ZQJ+aUyOJ0+3PboVRAnCoOOKXQxiLRpgxgejIyMoLa2NupOKwshISEBWVlZyMrKCjJUHx4eRnd3d5BO8HJTyWTuWa/Xo6WlJWbttbhcbpDtHJm5VavVzMwt21S+s7MTNE2vuWPRaoHM7ZKMCYfDYbR2dTrdmuolAwtHt+E0SsVDBMvOdK0EDocj7AmBBx98EA899NCi7zl58iQ+/vhjWK1W3Hvvvcs+ntCNV7QlNWOWYMM9yUgiWOI/arVasWXLFqSkpGBycjJqKWcejwet3Y2Px3WYNdqQnpKIfFEyrAEvhmYMKFJI0VKQDWXnFHh8ID8rFQaLBzMDOuRmSaFWWzE2YUBJUSa8JhsMkxYUl8kxMqyBPCcNqWliiGgKlOPMw6tXWZBblImZCQOKK7Pwwx/tQLosmBgIwUarmYkQEREDSU1NjeiarRTsxoqKigo4HA7odDpoNJogopHJZEtGNH6/H11dXfB4PHEV5XE4HCQnJyM5ORlFRUVB86YdHR2Mhmx5eXnMdGVHArvdjra2tjlzu6Fau2utlwzMjW7DGQP6rBBsuCWJm2++GV/96lcXfU9RUREeeeQRnDhxAkKhMOhnLS0t+Nd//Ve8+OKLc34vK+vMJIVarUZ2djbzularjWqAELMEGy5WWoN1OBzMuMXWrVuZRpxodiVzuVy8PaiDOCkFlTmZcBjd6BpXozwvE1UFMvDdNMZGdVCkCzBj9MDjAyoypOiYmAAXXJQWy9A/pIaYAqw6F0x6F7Jy0iESJ2BsRIsNNdnofKsXBRUKZOVLoZ42o7a1CJpZM770nW3IL5nbFcrlcuFyuWC1WiM2YSa2bGQeNJYkANn1OkI0Op0O7e3tTERDupLZ6S7SoJWQkICWlpa4jvLIvKlEIoHJZEJqaiqSk5MxNjaG3t7euJk7ng8WiwUdHR0oKChAcXHxgvdxqF4yMZZfb73k+UQuyLoTy0RLOohXum4sh2DJJmgpPPPMM3jkkUeYf8/OzmL79u3461//is2bN8/7O8XFxcjKysI777yDxsZGAGcEhd5//308/vjjYR1fOIhpguVwOFiqyZnUOZcT2uv1enR2diInJweVlZVBN3M0CXZEa8aExQWBm4LIw0GWVILsDAmGZ/SoU8hgtzigNzmRmyVBVXEqnCon9DYbSkvkGB7VIV2aiObaPHQfHUJJpQx6vRMTYzoUlcrBo2lYJ4yQZiZjcliL2pYiqKfNsJqcuPWRvahpKgw6FtLMJJFIIBaLcerUqWU74LDhdDqhVCohFosjngddbbCFDdg6wYODg0E1y8TERPT19UEqlUalQSsWQIgoNzcXZWVl4HA4c4hmaGgIYrE4aO44ls+ddHSXlpaioKBgWb+bmJgYk3rJOp0OdrsdQqGQIdxYkXBkI9I68XIINlyE3gPk80tLS4NqvFVVVfjZz36GvXv3gsPh4Pbbb8djjz2G8vJylJeX47HHHkNiYiL+5V/+JWrHFrurYpggX3YgEFhykScWacPDw6ipqZl3qD6aBPv8e+1IFycgJzUdQxM69E1oUV0oR15SEjo6p5ErF6MgOw1aiwNSjgA8GpicMqK6KhtpqWII+VxwzG5wuRxo1DZk5SRjZtqKZHEChj4cgNPhRVVjIUxGB+w2N1IzknDhFfXYdvnGOedNdsxisRgNDQ2gKIpZXIgDTriyhWazGUqlEtnZ2VGV1FsLzBfR6HQ6TE9Pw263QyAQQCQSMaMw8XRuoTAYDAwRFRYGb7jYROP3++fcC2z5xljSjCbHWFVVFXFHd6zoJet0OvT396O2thbp6enrInIRLiKx1COjVuul5DQwMACLxcL8+6677oLL5cL3vvc9Rmji7bffjmq/RczOwQJnQvalDo+iKLz99tu48MILF91xku5Jk8mExsbGBWuFRqMRXV1duPDCCyM5dHSOq3Dff78NsdsLt4+HwiwpJjRm5CSK4TE7YHNTMNk8qK/KAdcZQH/3DGprcjA8pkOAorGhMhu9R4cgU6QiOUWEkWEt8otTkcAXYPrUKMpr83BaOYXimmzoZi1wODy44l+24Nv3XB50HKGdwvM9HGwHHJ1OB4fDseCsqUqlYtyE8vPzI7pGsQKVSoW+vj6UlZVBIBAws5bsBThcFaFYATkn4vATLsi9QFLqdrudkS6UyWTrKtROzqmurm7VG+m8Xi8zBmQwGACsjl4yOaf5hD5CRS5C527XI7olteyFUq+LgaZpVFRU4JVXXsH555+/CkcXe4jpCDacFDG5yRaLOl0uFzo6OsDlcrF169Y5xXA2ohXB/vGdkyiWpkI/a4DT7cOIyoiyNAlGh3Tw0zSqy7LhnzbAa/YgiccHn8/D6IQeJcUyeN1+mIZ1yM1Px/SkEZkKCfgJXHg8fkgpDgIePwKBAMRJQkwOaVG+IQ9JEjGu/dGOoGMIV5kp1AGHpA/Zs6YymQxerxdqtRobN24MqzYS62CbvtfX1zPnRFLJ842/kIgmlhufJicnMTw8HHRO4YJ9L5SWls4rXciWb1yrTcf09DQGBwdXdE4rgUAgWHW95NnZWZw+fXrBc1psDIj8R94XqchFuFhKxWkprEaKOJYR0wQbLhYjRaPRCKVSCblcHlZdbT6B/uWia0IN2k+jf0ANUQIH5XkZCDg8GB3SoTg/A0OTRkzOmrAhT46OT8chTU9EaYkM/YNqiBL4cE2YMDNpQm1DPmZnTJgcNyC/UAp9zxT8JQoIxQKMD2hQXJ2Dwe5pyPOk+N5PdweZpkcie8hOH/p8Pmi1WoyMjMDj8SAhIQE6nQ4A1nSBjTbY3c+tra1z0kLzjb/odDpmUSRzljKZLOJmsWiBaD/PzMxEraN7PulCktL0er1BUd1qbTrIJqipqWldFKfC0Usm1yDcTAfZMDQ0NMxrwxmK1Ra5CBeRECxJEZ8j2DjDfLOwbKP2ysrKsJshCFlHMg/15skBcJwBlOZmon9CA4/FAdrph9dHQ2tyoqJYBr6XgnrShJJiGYZHtUhPT0Z+rhQjn4yjtEyO2UkjZqZMKCyRQauxIcHlhsfuxeSQGoUVCgx2z4LL40KWk4brfrgDokQBc97RFOynKAozMzMQiUTYtGkTQzT9/f3w+Xyroo+72iDjWS6XK6zuZ/b4S3FxMbxeLxPhT0xMgM/nM9dgvVLJxD7PaDSuWMZuKfB4PIZI5qtZJicnM9chGvVrMqM+PT2N5uZmSCSSKJ1JZAhHL3mx+Wui/9zY2LhiHd7lilzEgl6yy+UCRVHnCDZWsFK5RIqi0NfXB61Wi5aWlmXdxOwd4kpupIFJLY6dHIHL60dWejLKpWJMjFqRl52GsqIUDIxrUZQhgUXvwsysGTXV2UhJEcFqdaIgKRFamxtatRX5xTJMjumRV5QBudkB1YAWmXkp0ExaweOfaZM3Gex44LffhPT/z7qyiRWIXPbQbrejo6MDaWlpqKmpAY/Hg0gkQkZGBiorK2G326HT6TA1NYW+vj6kpqYyNctYtaTyeDzo6OgAn89fsdiCQCAImrMkUd3p06eZqI4ssIuVI6KFQCCArq4uuN3usNxjooFQj1dSswwVdyD16+V2mdM0jYGBAWi12lXbMEQDoZsO0jRH5q9D9ZKnpqYwOjoa1Wg8GiIX4SKSJieHwwEA5wg23sBOEZM5RoqisHXr1mXPZrK7kldCsH/5RzsKFFLoLXbA6YLHHkBBdiom1RZUlcqxuSoPncfHUFubC5HBjuFRLaors6E9rYXO6kVeYQamJ42obcgHj8eFV2cF1x+A0+6BNPvMIqOaNCK/TIbv/PhK5JedcfoJp5lpOSAarwuJ27MX2JKSEiZtptPpMDIyApFIBJlMBrlcvmodmMsF2TBEcwyHnUommw69Xo+ZmRn09/cjJSWF2XSstFa3GHw+HyMTuZ5zu+yaJVvcYWhoCC6XK0i+calnkmyQzWYzWltbY2q+ejGE6iX7fD4YjUbmWfL7/aBpGkVFRas6d7wSkYtwEUmK2G63g8vlxs33GQ2cNQTr9/thNpsZO7Ha2toV3QjkZltJo9OMzoKPu8chFvEhE3DgtNIwmDwoL0lBemoixFweKKsPAgEPY+N6lBRnYnzSANesFXwamJ0yoa6xANOTRqhnLWjcmIP2N7tQs6kYAGDUOpBbnImZCROuvetybNh8xnUjmjZzwJkU1uDg4LI6UNlpM7bdnFKpBICgbtz1mJk1mUxQKpXIz89HaWnpqhB+aFRHRPmJqTyp1ZHrECnBu91utLe3IzExERs2bIiZenjoKBSRbyRNc2yv39TU1KDrEAgEmPR9a2vrmmQAVgsJCQmMXvLw8DAmJyeRk5PD+KSuRR0/XJGLcKPbSAiWjOjEwmZ7rRDTBLscuUSDwcCMjxQWFq74S+RwOCvuJH757XbkZyaB8vkwM+5EbUU27E4vxqZNaCjPQc/xcaSmilBSIkf/gBqBAIUKWSr6Tk6gtjEfGrUZGpUF+UUZSEsSwKO3AQA0U0ZkFaZDPWVCWrUE51/RiAt3NQBA0EMSDYP0gYEBqNVqNDc3rziFxRZiJ3ZzxEjd7XaveTeuWq1Gb28vKisroyIuHi7YovzsBqG+vr6I/V3tdjva29uRmZmJqqqqmBIjCAWJ6ohBA5m5JbrI7BRqX18fAoFA3KtoEZA68szMDDZt2sSkR2NJL3k5XrcURa342Ox2+zmCjTdQFAWHwwG3242mpqaotPCvhGB1Rive+Pg0imRipPFTYOB7MDypQ1ZmIkR8AVQDOpSWyjE0okGmIhXStERw7V7mBtZrbcjOl0I1bUZTcyGUr3dAnidFTnEmZscNqGouhHrKhPINefjazV8MamaiaTpicmU3/mzevDlqaRy23RxbI5g0xqxmCpWmaUxMTGB0dHTNxjsWArtWV1VVNad+LZFIgurXi10HIvSRl5e3atH4aoEd1bHHX8bGxuBwOMDn81FYWAiPxwM+nx9X5xYKmqYxNDQElUqFlpaWoDpyLOolhzMGRPSsVwKHwxGztfTVQlwTrNfrhVKphNfrRV5eXtQW0KXmakNht9vxm31vQSYRwqzywca1oKxIhp4hFYQZYvj1Luj0dmTIkpGcLMTIqA7NldnoPDqI3KJMZOdJoZo9kx5OSRJitnMCivx0aKZNqN1UgtlxAxw2F3LK0vCvd1wa9WYml8sFpVIJgUCw6i4r7BoVuxuXpFAJyUSqC0vTNE6fPs00usVKByowt37t8XgYcQv2rOl814EoGZ0NQh9k/EUsFkOn0zGZDYPBgLGxsTXRCV4tsJu0Qsk1FLGilwwsPQbk8/mQmJi4Ir3kcyniGMNiX4TVakVHRwckEgmys7Oj+qUtJ4LV6XRo71Cie8qOXLEElJxC/4gGaZJE1JVmYaRtGiXF6UhMFGBkVIuKimzwfBSME0bIslIxPWFAXVMBVLMmgKbhGNNAO21E7aYSaKZNsFtdSEwRgaaB7TfUgsvlRLWZyWKxMHPCobrMqw12Ny5bF7anpydIrm+5yjmkqzbcMZz1hlAoDBr7CNXHJdfB7/djaGhoTZSM1goulwttbW1MpzqXy11QJ5g9cxvLtVmyuSOG9su9/9ZbLxmYP7rV6/Uwm83Izs6eU5YKpzOZpIg/S4hpgl0IKpUKPT09KCkpQUlJCYaHh+HxeKL2+eEQLFvX2AoJ8lNS0d8/i6KCTOQoUsHjciBy0+DzOZicNqO8PAu9/bMQc7mYGVTBoLOjtqkAWo0VRoMduQXpmDg+iKKKLKgmjbBbzhDr5JAGta3FuPHhvegZaIff7w9qSIgEGo0Gvb29jGj6eu4sQ3VhiXQjUc5ZSLoxFB6PB0qlEjweLy49T0Ovg81mg1arZe7xpKQkuFyus6Ke5XA40NbWBplMhqqqqqBzmU8nWKfTzenOzszMjBmhD+DMutDX1weTyYSWlpaIN3dL6SUnJyczZLuaeslGoxG9vb2oqqqCQqFYkcjFZ03FCYgzgiU1jcnJSdTX10MuPzOiEk2B/nA+j6Io9Pb2Qq/XY9OmTfj1yyfA9dOQpiVheFyHTRsLMNI2DSNNIyc7BeOTVrg9PmyozkH3e6dR01AAg84Os9GJTIUETrsbxbJEqEwOOOxuJKeKMTmsQcXGfIwNqPGNH16GrPx09AwAY2NjyMrKiuhGZUsEbtiwYY4G6nojVLrR5XIxOsls6cZQb1diQZiamora2tq4SinOB5JKVqlUoGkajY2NcLvdzChUJG5I6w2r1Yr29vaw6sjzpdRJg9D4+Dj4fH5Qd/Z6dVOT8SKLxYKWlpaoR5cLzR7r9XqmW3819JJJB35lZSVjsLASkYtzEWwMg3iPOhwObNmyJYhg5lNyigSLESwRKqBpGlu3bsWUyooPPhhEenoychSpEAr4GFVOIzdXioEBNaRSMZKTBeBzOUiwukHTgNXsRIYsBdMTBmxoLoB5aBYWjf8MsQ5pUL6xAAPKSfASeLj9yWtQvjEPFEWhpqYGWq0Wn376KYRCIeRyObO4hrtzJYsAUfyJpnPEakEsFgdJN5LFlXi7kqh2fHwceXl5jC1bvINs5CwWC1pbW5nZSZJKJotrqANONBfX1QAZpysuLkZRUdGyfz+0QShUSYmdQl2r8gBFUejp6YHdbkdLS8uapLDn00tmZ32ioZdMvquKiop53cfYtVsSyS4kcmGz2WK+XBNtxDTBkhuCjCQkJSVh69atcxaPtYpgya5bKpWirq4OPB4Pf3/nY5QVyTA0qUeaRAwFX4Aeswe0gkZKigjTs1aUlUgxfWoS2fnpyJCnYGrcgJrGfJjNTvh0VphVZricHlQ0FOK0cgpc3pnz/txlG7Hl0lrmWHJycpiRD4PBAK1Wi87OTgD/N2caaiDOhtfrRWdnJyiKwubNm2O6jrUQEhISkJWVhaysLKb7cmJiAjMzM+BwOHA6nVCpVHEl3Tgf/H4/Y2Y/3zwoj8eDXC6HXC4PSqlPTEwwi2ssqmoRC72KioqojEyxhT7Y9oNESWktLOcoikJ3dzecTidaWlrW5b5j6yWXl5dHRS/ZbDajvb0d5eXlYX1XhGznE7nw+Xw4fPjwOYKNNWi1WnR1daGgoADl5eXzPiChUomRYj7Bf7Vaje7ubpSWlqK4uPjMYu7y4r1jAygqyEBFsRzmUSPEMglSUkQYHtaiuiYHGo0ZrmkzkpNFmBzRoraxEAadHU6HFzXlMvQe7UVFYyEG2icA7plzU00Ycek1m7D9XzYz5xVqCk8WV4qiYLFYoNVqGQPxjIwMyOXyIJIh6dOUlBRmcxDv4HA4sFqtMJlMqK+vZ7pR40m6cT54vV5GzrGlpWXJucP5UuqkO3t4eBhisZhJoa5nKlmj0aCnp2fZFnrhYj4lpVDBE3YqORpRPmmo83g8aG5ujplNXaR6yRaLBR0dHRF1q7Odzm6++Wb4/X786U9/ivTU4goxTbBOpxNdXV2ora1d9IFcjQiWpDaIQ8n4+HhQ3RcA3vtoAHw+F1MqM0pSU+B1+zEyokVlVTZ6e2fAASCwuKGdtaK26YwxusPhQUqqGMkCDvxGG2jqTDcwh8PBzJge2YUZkOdn4IYHdoWlzMTlcufMmWq12iCSSU5OhkqlQn5+/lmTPiVjEBqNJsg5JnT0JVS6USaTzVEPiiW4XC60t7czG6GVHKdYLEZ+fj7y8/PnNVMnJJORkbFmqWTiQjSf7+lqITTbQWZu55s1XckGLBAIoLOzE36/H83NzTGbll+uXrLNZkN7eztKS0sjHgWjKAq33norTpw4gaNHj8b9aNlyEdOG68CZ9PBSN260TNIJTp8+DZqmUV5eju7ublitVjQ1Nc2pV950zz6IRAJw3X4M96hQUZmF3t5ZFJfIYLO5wDe7kZYqwMiADoXlchg0NjicHmxsyEfX6+2obC7CUOcUxElCpMlSMDNhxJbtdbjp0ashThJE3CnsdrsxODgIjUYDAIzbSWhzULyByOk5HA40NTUtmXYiKXVCuACCSGY9pBvnA1nYFAoFKisro/79sIUddDodHA4H0tLSmHtitfRxJycnMTIygvr6+rCs2dYCpHFOr9fDaDQuO8oPBAJML0ZjY2PM3EPLBVsvWa/XM/VTuVyOqqqqiCJyiqLwgx/8AG+//TaOHDmyonp7vCPmCdbr9S5pum61WnHy5El88YtfjMrfHBoagsPhgMPhQEJCAhoaGubcaCPjOnz37n3YVJMPn9mN3r5ZFJXIYDG74PH6UJefgY4PhpBbnA6jwQ63y4+qjXnwefzgma0Y6ZmGKFGEjJw0TA6qUbulDNOjOvx8//eQkZ0aFdnDoaEhzM7OYuPGjUhJSWHqtgaDIaj9Pxq6uGsFIi7C4XDQ0NCw7KiB3Qyi0+ngdDoZgQOZTLZuRuqkU7OwsJApQaw2QkmGRDLRivJpmsbY2BgmJyfR2NgYFX/a1QA7ytfr9UzDGInqQp99v9/PGCw0NDTELbmGwmKxoK2tDampqfD7/bBarZBIJCvSS6YoCvfeey8OHTqEo0ePorS0dJWPPjZxVhCsw+HAsWPHcOmll0blb/b29mJmZga5ubmorq6ed6F59sUP0NM/g8mOWRQWZ8JsdsFkdmDDxnx41FbQbh9MBgcsNhfyitMwPWZB4+ZiDLzbCXA4UORnYPy0CrWbS9H76SjKG4tw7X07UdFQwAxurxTsCK+hoWFO+ot0Xmq1Wuh0Ovj9fuYhiuUOVFJHlkgkKzZzmO8zCdlaLBYmypfL5avifjMftFotenp6otb4sxKwDRr0ej0ABGnjrmQjMzg4yOhax8v8I2kYI1G+3W5nZCyJwAWZs25oaDgrehmAM9mTtrY2FBUVMZEmexzKaDSGrZdMURR++tOfYt++fTh69CgqKirW8ExiC2cFwbrdbhw9ehSXXnppxLvu6elp9Pb2IikpCeeff/687wkEKNx49z7IuHxMT5pgMNlRuyEffX2zqC3IgHpIC4vZierGAvR1TiG7MBVeNw3/jBbpshSMnz4TsfZ+MoKCymxopoy4+cmvYMv2DRGTK7Hr4/P5qK+vX3JhZHegkrShVCplRoDWK6ILBdHfzcnJWbDZLVKwpRsNBgMSEhKiJt24EKanpzE4OIi6urqg+v56Yr4oP1yhD/L7ZBSsubl5Va3ZVhvsblyDwQCapiEUClFRUYHMzMyzgmAJuZLsyXxg6yXr9XrmngitYdM0jUcffRTPP/88jhw5gpqamrU8lZjDWUGwfr8f7777Lr74xS+uOPqiKAoDAwOYnZ1Fbm4ubDYbWltb533vibZRvPTHD2EzOZGTJ0V3zwwKizKRmSRE95HTqGkqRG/HFMrqcjAxooVAxEOpIgVd7/ejbms5ej8dRXaJDBa9HW6XF1+59VJ86ftfjJg0rFYrlEolMjIyFoy8lwJpgNDpdDCbzUhOTmbIdq0iulAQxam11N9lu9/odDoEAoGozpmS9OnExAQaGhoglUqjdOTRB9HG1el0MJlMjN0cSSWz7wn2PGhTU1PMbNAihdfrRVtbG3g8HlJSUqDX6+H1etfcGSrasNvtOHXqFOP7HC7YeskGgwH33XcfNm7cCJqm8c477+DIkSPYuHHjKh55fCDmCdbn880ZmQkFTdN46623cOGFF67oJvf5fOjs7GQcecxmMyYnJ7Fly5Z53//0r97CcJ8Ko+N65BZmwOXyIi9TAo7djb72SRRXZ2FmwggKNPKKMmCbUkGRmYbeT0aQVSSDy+GB1eREeX0+ckrluOXJr0ZMXCTNWFJSEpFdHxvsiE6v16+LctDk5CSGh4fXNcIjkoWEbO12e0TNQewO6Pma52IZZPSFLK4AgpqDent74fV60dTUFDMjK5HC4/Ggra0NycnJTGc3TdNMeUGv1zPlBXIt4qGJkJAr8UheKbxeL/bv349nnnkGvb29EIlEuPTSS7Fz505cfvnl8wpUfFZwVlTnifblSkZ12CIWW7ZsAZ/Ph91uX/CzHHYPjv6jF+XV2ZDJUzA9ZURzfT663+5DUWUWEpOFGB/SorQ6B8OnZyGGH2NDenDdFDKy06CZMqKyuQhW0wTyyrPwbw9fFXEzE7Fkq62tjaoI/Hxi/FqtFt3d3YyPJ9m9RztVRmp4KpUqaAxnPcDhcCCRSCCRSFBaWsrMmWq1WgwNDS0o3TgfSIRns9niwoggFPONvpB5W6fTCT6fj6KioqiOza0niKl9SkpKkPwmh8NBcnIykpOTg2QL2Qpjq+3vGgmIDnSk5AqcuScsFgump6dx/PhxiEQivP7663jhhRfw4IMPYmpqKm6aKKONsyKCBYB//vOfaGlpWdZCTDQ88/PzUVFRwSyMer0efX192LZt25zfefcfPfjPX74FQaIAxaUy+L0BeGdMMBscsNvdqNiQj9Nd06huzAfP78d0xygCtB82oxvVm0pxum0cVS1FsBgceOzAzZBIV978QVEUTp8+DZ1Oh4aGhjUjIVKjI01SbBN1mUwWsUJUIBBg0oyNjY0xXcNjixno9XpGunE+XVy/38/MTTY2Np41EZ7X60V7ezszb2kwGGA2m9dERWk14Xa7cerUKUilUtTU1Cyrg3a+eiW5Fut9PzscDpw6dQq5ubkR+wnTNI3nn38e999/P9544w187nOfC/q52+2Oy9R5tBBb26p5EO6XvxyxCRL1DQ0Noba2lhGwDuez3n+vH0UlMgyNaJHA40A/oIZBa0V1QyH6O6cAAFwuBwIuoB2cgVlnQ05lBmxGN7NRsFlcuPe56yMiV6LN7PP5sHnz5jW9idmybGxxCyImIJFImLrtcgf4yRgOALS2tsY8Cc0n3ajT6RjFHFK3lUgk6O3thUAgQHNzc8xFNCsFifDY6dPi4uKgjUdHRwcT0S0l5xkrIDZ66enpqK6uXhYJLeTvSswqoj0OtRwQcs3JyYkKub700kv4yU9+gtdee20OuQL4TJMrEAcEGy7ClUtkO+G0trYiLS1tznvmk0oEAIvZic72CVTW5iAvT4rhD0dQUqmAQWuD3xcAj8fF1JgOlXU56Hq9DTWbS6Ea18PnPWMxNzumgyI/Hf/271cht2Tl9USn04mOjg4kJiaGJaW32khKSkJxcTGKi4uDFJSGh4cXbYgJhdPpDFIxivVFOBShCyup0U1NTcFmsyEhIQFyuRxutzvureaAM99XW1sb01THPp+FNh5DQ0OMitJ6zx4vBHJeMpksKoIfbH9XMg6l1+vR2dnJlFqi7YAzH8h5ZWdnR6zoRtM09u3bhx/96Ec4fPhw1ER+zjacNQQbTgRLnHAoisLWrVsXfLAXcuf56P0BcDgcaLVWFKUnQePwwOPxIUHIx8SIFvmlMvj9AfCtZyQQXXY3eAk8GFV2yPLToJux4lv37ULdlrIVn6fJZEJnZyeys7OD0tqxArZ5OHu2kkQxC6VPifZprJ7XckFqdBRFYXJyErm5uZBIJNDpdBgbG4trqzngTO8CWayXGptibzwqKyuZjYdarcbAwEBMNQeR2qRCoViV+5DP50OhUEChUCxq0kBGX6L1951OJ06dOgWFQhGVMbcDBw7g9ttvx/79+6Mm8HM2IuYJdjkp4sUs64gTTlpaGjZs2LBodMTj8RgjYfbC9+HRARSVyCDwB2BWWc80NA1qUFSZjZF+FdLSEzH8fg+QmQJRkhATA2rklSkwMaCCIJmPhu3FkJYlYHp6GnK5fNnpz9nZWfT396OysnLdBAmWA/ZiQqIYrVaL06dPw+fzMelT4Iw8ZVlZGQoKCtb5qKMHo9GIzs7OIFs2ttWcTqdDV1cXaJoOckNa74zEUiCboYKCghWpToUK8pP0Kdt+kDQHrWUWg2wacnJy1kSzO9Skgczcsv1+ycYjkjlsku6O1qbh8OHDuOmmm7Bv3z5cdtllEX3W2Y7YfpKXgcVSxMQJp6SkBCUlJUveYOShZhOs2eRAX/c0mhoKMHJiBHabGxUb8zHQPQ2hKAHJEhG0PeOgfX5MD6lRVl+Aoc4pJKWe6RLd0FqFr951KQwGA1OrTE1NZWqVizU+0DSNkZERTE1NoaGhARkZGSu5ROuK0CjGbrdDq9VieHgYHo+HUfpxuVxx11k7H9RqNXp7e1FdXT1vjZ9tNUc6cYkIfSxINy4Eo9EIpVIZtc1QQkIC42nKTiUTZ6i1mjMlYgv5+flhrRGrgVAHHKIR3NvbC7/fHyTfGG4jocvlwqlTpyCTyaJCrq+//jpuuOEGvPTSS9i1a1dEn/VZwFlDsPOliAkxjY2NYePGjWGPsBCCDQQCTDRx4tgw5HIJRj8ZRV6JDP3KKXD+v72cTmNBfoYIfR+OobKlGAMdk0gQnqmlOKwuFFZl4+v37IQ4SYSUlBQUFRXB4/EwXbhk1IMsumxBh0AggN7eXlitVrS2tsaN5NxiIOlTlUoFiqKwceNGpnY7ODjIXIvl6p/GCqampjA0NBSWc0yoj2eo0wnboGG9rwVx5KmqqpqzaYgGFqphq1QqnD59etWuBcluLaZktNZga4VXVVXBbrdDp9NhZmYG/f39SElJWVIjmESumZmZUaklv/POO7juuuvw/PPP4+qrr47osz4riHmCXWmK2O/3o6enBxaLBVu2bFnWMD8R2mcT9qfHR5CVJECPyQF5nhRcLgfT43pkF6QjhU+D9njOHC/vTMRr1FghTBTAZnbisYO3QZwUvPsWCoWMpRg7TXby5EmmGSYtLQ1jY2Pg8XjYtGlTzHfUhgv2pmHTpk1M9F5QUBB0LSYmJtZErjBaIBu66elpNDU1zdtAtxQSExNRWFiIwsLCoNnKiYkJ8Pn8dTNoUKlU6OvrQ11dXVRnrRfCfHOm7PuCz+cHebuuNJVsNpvR0dERlMaPNXA4HKSkpDBWjAtdC3Za3e12M13QVVVVEZPrkSNH8K//+q949tlncc0110TpzM5+xPwcLEVR8Pl8S76vv78fAFBdXQ2Xy4WOjg7weLwVzxu+++672Lx5M1JSUuCwe/DYXf8L2D0Y6p0BzeUiOz8dk6M6NDTmof21T1HZWoLBtnGkKtJAUxSsJifKGgrw7YeuQmVz+LtikhqanZ2FVqsFl8tl6piRLCSxAq/Xy3RPzudSxAZFUYy4hU6nY7xM5XJ5zNUqyUyywWBAY2Nj1DMN5FqQDu21NGggEXl9fX1MlCeIWQW5Fl6vl0mfLmcOmzgYlZaWxm3tn1wLQrgejwepqamw2+1IT0/Hhg0bIibXDz/8EF/60pfw1FNP4frrr4+7jNJ64qwh2KGhIXg8HuTm5qKjowNyuRw1NTUr3uUfOXIEjY2NSEtLw7G3e/HkbS8jqygDSRIxRvrVqG0pAu3zwTmpwXj/DBJTxEhOS4RmxoyK5iIMtk/g9l9/A9v2tiz7b+t0OvT09KCgoADp6ekMwZCFRC6Xx7TrzUIg40VkZnI5mwXScUmuBbGZI6nkSMUtIgFxL3I6nWuivxtt6cbFMDY2hvHxceZZiDWwJQt1Oh2sVitSUlKYa7GQfjapJa+ng1G0QdM0zGYzOjs7weFw4PP5kJSUFDRzu1xyPHHiBPbu3Yuf/exnuOmmm86R6zIR8wRL0zS8Xu+S7xsdHYVarYbD4UBFRQUKCgoiuhk++OAD1NbWIiMjA0/e8T8Y6JyEXmtDTUsR+ton0bC5CH1vtcPv8yOnRI6pQQ2qt5Sh/+QYqjeVonpzCb5+z5XL/rtEe7empgZZWVnM6zRNM41BZFGNRdebhWCxWKBUKpGVlRWVZotQm7mUlJQgcYu1Wgh8Ph+USiVjvL0emx63281cC+LrGu7s8UKgaRrDw8OYmZlBc3Nz3Ogle71eRlWLOCKxO3F5PB4MBgM6OztRWVl5VunkejwenDp1CqmpqaitrQ2auV2JBeGpU6ewa9cuPPTQQ7j11lvPkesKcFYQLE3TOHnyJEwmE1paWqKSxvroo49QUVGBjPQMfOO8x1BclY3e9glk5kghEvOhbh9EfpkCI11TqD2vHH0nRlDRUoLBjglc/C/n4aYnrlnWDUlRFAYHB6HRaFBfX79ktOByuRiyNZvNDMHI5fJlqyetNkhzTGlpKQoLC6P++WRRJTZzQqGQIdu0tLRVWxjcbjc6OjogEomwcePGmEjfh/q6cjicZSso0TTNSHA2NzfH3P0ULtiOSHq9Hj6fD8nJybBaraisrFwzZ6a1ADEkIF7Jofc8u1tdr9fD4XAwWQ+23RyBUqnEzp07cd999+GHP/zhOXJdIeKeYIkTjs1mg0gkwtatW6Pyd48fP46ioiLoJ124/9rnUVKbA7vVDX+ARo6Ei673+1GztRx9J4ZRVJuHif5ZJGemQJ6XgUcO3gpRYvgpS5/Ph+7ubrjdbjQ2Ni57TIUQjFarhdFohEgkYsh2vQf3Sf0u2kYEC4E9Y6rT6QAgaMY0WiTocDjQ3t7OSOnFYvMVe+yF1OeW0oymKAp9fX2wWCxoamo6K0amgDPryOTkJIaGhiASieB2u4OM1NfLijEa8Hq9OHXqFKOAFs55EMMKkvUQi8V4++230dLSgpycHOzduxd33HEH7rvvvri9LrGA2OkSWQHIIpeYmIiKigpMTk5G7bPJ2M/Jo6chFCVgckSHqsYC6HpG4eWf2e0Z1RYkCBMwM6JBVrEMbpcP9zx/w7LIlTRkiUQibNq0aUWNOwKBALm5ucjNzQ2KYIgAu0wmg1wuX9MuXHaKcaUdtSsBe8aUuL1otVpmrpJdw15pVzYRWsjNzV0TQYKVYqGxF7ZmNCHbpKQkUBSF7u5uuFwutLS0rGtdO9ogM9cbN26EXC6Hx+NhCGZ0dBQCgSBuutXZID61ycnJ80auC0EsFjNTDH6/H3q9HqOjo/jjH/8Iq9WKqqoq5OXlQa/XLzlqdg4LI+YjWOBM+iMUxAknLy8PlZWV0Ov1GBgYwPnnnx+Vv0nmxx6/8SASk4UYHVCjvFCC/g/6kJaVBhqARW9HUV0eJvpmUXd+Bf713l3L6hgmDQlEYSXaDzXpMCSp5EAgsCZduMSSzWq1orGxMSZSjKQZhlwLm80WttAHG3q9Hl1dXXGvOsUmGIPBAIFAAJqmwefz0dzcfFaRq0qlQn9/PzZs2DAvWbBFHUiHNlEZi2Qjttog5JqUlMQYLUSCwcFB7NixA9u3b0dJSQlef/11tLe3Y9OmTXj33XfX3QUoHhEXBOv1ekEOk+2EU1NTwzQpEI3eaIlOK5VKeOzAz76zHzWtReD4/Rh4TwmpIhWaKROqWktw+tQYU3/9we+vx+d2N4f9+Wq1Gn19fWu2UId24bpcrqAu3GgtIqTph6KomLZkm68xiFyLhdLqZBa0pqYG2dnZ63DUqwMyMxkIBBiJUPYIUCyNQy0XJFoPd8Rovg7t0Eg/FjIWPp8PbW1tEIvF2LBhQ8TkOjo6ih07duDLX/4yfvGLXzCfp1ar8eGHH+LLX/5yNA77M4e4enJIfUir1c5xwlmOXV044PF46D85dubv+gNwTczC6/IhIycdmikTuP9fUMJhceGqWy4Nm1xpmsbo6CgmJycX3FGvBti6p+Xl5Uw0R5RhSDQnl8tXXHcj6e7ExMQl9Z7XGyKRKEjoY760OlvQYWJiAiMjI3ErVbkQiAFGUlISs1ATAfrR0VH09PQEOd/EU012enoag4ODaGhoQHp6eli/w+FwIJFIIJFIUFpaGqQPPDo6ypg0ZGZmrlsqmZCrSCSKCrlOTExg586d2L17dxC5AkBWVtY5co0AcUOwXq8XHR0dCAQC2Lp165wHfTUIdqBjBhlZEhgHJpEuOyMc4POcUYvSq8xIECYgu0SOf70vPE3OQCCAvr4+mM1mtLS0rOvoA9tijkRzWq12UdnGxWC1WtHR0QGFQhEVWba1RKi1Guk87evrg9/vh1AohMfjiRmhhWiBSOmlpaUFzYyzBeiJdCOpY8eSdONiIONujY2NkEqlK/6c+fSByZw6RVFMKjkjI2NNsjU+nw/t7e1M53qk5DozM4OdO3di+/bt+PWvfx3VDcMHH3yAJ598Em1tbVCpVHj11VexZ8+eBd9/8OBB/Pa3vz2TPfR4UFtbiwcffBDbt28Pet+BAwdw//33Y2RkBKWlpXj00Uexd+/eqB13NBEXBGuz2XDq1KlFnXCIh2uoA85KQVPAaI8aldUKdJzsQwIv74w84rAaqZkp0E4aUHteOW555hthLTJsBaNNmzbFVI0rNJrT6/XQarWYmJhgmj+IdON850rGcEpKSlBYWBizi2444HK5yMjIQEZGBsrLy9HV1QWTyQShUIiOjo64mj1eDMSWTS6XL7ohYks3hspYrqd042KYmJjA6Oho1Jvr2JkNUnLR6/VzrOZITT/azwEhV4FAEBVyVavV2LlzJ7Zt24bf/va3Uf/+HA4H6uvrcd1114WlXfzBBx/gkksuwWOPPYa0tDT8+c9/xpVXXolPPvkEjY2NAM5Md1xzzTV4+OGHsXfvXrz66qv4yle+go8++gibN2+O6vFHAzFfg6VpGu+//z7kcvmiLhd+vx/vvvsuvvjFL0Y87E/TNI6+8Sn+8uQ7EDgsMExa4PUGkFOqwMyoDhUtxdBMGPDEW3dDnr90RGO326FUKpkZtVhOnbJBduykbguAIVsi2zg9PY2BgQHU1tYGCWPEOwKBALq6uuB2u9HU1AShUDhn9jg5OZkh23ga8yDi9nl5eSgtLV3RcYfKFbLtB9ezMWhsbAwTExNoamqCRCJZs79LskB6vR5GozHqfr9+vx/t7e3g8/loaGiI+PO0Wi0uv/xyNDY24sUXX1z1OjuHw1kygp0PtbW1uOaaa/DAAw8AAK655hpYrVa8+eabzHt27NgBqVSKffv2RfOQo4KYj2A5HA62bNkStsVcIBCIiGBJFDw7bAH0ZpjNdqTnp0I1ZAD3/wcsfAEPd//5u2GRq8FgQFdXF/Lz81e8mK0XQnfsoX6uJHUajmtMPMHr9UKpVILL5aKlpYW5n8RicZAQP4nm4slAnejvRipuz4702faDk5OT6OvrC4rm1qKLnPQ2TE1NrYvyFDsLxJ7F7u7uZprGyH/LXZ/Y5FpfXx/xvWUwGLBr1y7U1NTghRdeiNkmNoqiYLPZgurnx48fxx133BH0vu3bt+Opp55a46MLD7F5ZUNA0r+LgcPhgMvlLmq6vhhomgZN00wdd6pzDDzQcJhdKKorOEOwnDOXK7cpHaaABsPDNORy+YK1KBLdzecJGm/gcDiQSqWQSqUoKytDZ2cnLBYLhEIhOjs7z5rUKWnUIqMPC2UbBAIBcnJykJOTE1Sb6+7uBk3TQV24sZKxICNG0dbfZbu9kMYgEtkODw9HRbpxMZCZ69nZWbS0tKy7pWOo3y9pGhsfH0dvb++iCkqh8Pv9jHFJfX19xPeSyWTC7t27UVxcjJdffjmm9cx/8YtfwOFw4Ctf+QrzmlqtniNYo1AooFar1/rwwkJcEOxyLOtW0uhEiJVkyx0WJz7+32Oo3loO9bgeFr0dAGCYteDKG7+Ib/54L1OnPHXqFGMvp1AokJqaCuDMTJlKpUJTU1NETRaxBqKcFQgEcN555wWlTtVqNQYGBpixhliUbVwMdrsd7e3tyMzMRHV19bLuO3akTyTphoeH0dPTs6R60lpAo9Ggp6dnTUaM2NEcW/hEqVQCiK6yFk3TGBoagkqlQktLS8zdb+zu/bKysiAFpaGhIYjF4qDNBzs6DQQC6OjoAJfLRUNDQ8TXymKxYM+ePcjKysL//u//xuwIHQDs27cPDz74IA4fPgy5XB70s/lkIGM1MxgXBBsu+Hz+sgmWzP2R5igOh4O+jwdBBSj4PH6Ik0WYHdFAUSRDTnk2vvXg1eDxuEzXKbtOqVQqmUiapumY2E1HEyS6E4vFaGxsZB740NQp6TodHR1lFpBYkG1cDMQXtKCgYNFa/1IINVAn41Bs9SS2KcFaYGZmBgMDA+uSyufz+YzdIlHWIuTS3d0d0eaDpmkMDAxAp9OhtbU1LoQQQhWUiBh/Z2cnADB1bKlUiu7ubnA4nKiQq81mw9VXX420tDQcOHAgpposQ/HXv/4V3/72t7F//35cfPHFQT/LysqaE61qtdo1kWFdCWK+yQk4kyYJhzg/+ugjVFZWhr2IkMiVTa4A8Pw9L+Pvv30HohQxckoVGO2eRuuOetz2u28jSbLwHKDL5cKpU6eYdDNFUQy5RFMHdz1AxnBI12k4dSCygGi1Wuj1+nWTbVwKJLVbXl6+qgLwHo8nSNwiNHpZjc3H5OQkRkZGUF9fH/Ys6FphPkekpWzmCGiaRn9/PwwGA1paWuJqPnc+sDMfOp0ODocDfD4fxcXFkMvlEW0eHA4Hrr76anC5XLz++uvrEuWH2+S0b98+XH/99di3b9+8773mmmtgs9nwxhtvMK9ddtllSEtLO9fktFIsJ1UXbg2WRK2h5AoAPR+eRnapArMjWoiTz/i8XvvwlxclV2LHJpPJUFVVBQ6HwygnER1cIlMYb16upHa33DGc0OiFyDaSGUKymK5nnXJmZganT59GXV3dqu+ChUIhM1PJTp2SNCB75CUaqVPS9NPU1MSULmIJSUlJSEpKQlFREdM0ptVqMTY2Nmc8jL0Zo2kafX19MJlMaG1tjeuaPwHJfKSkpMBqtYLLPZMlMxgMEdWxXS4XrrnmGlAUtebkarfbMTw8zPx7bGwMSqUS6enpKCgowL333ouZmRm89NJLAM6Q6ze/+U08/fTT2LJlCxOpisVi5v697bbbsG3bNjz++OPYvXs3Dh8+jHfffRcfffTRmp3XchAXEWwgEAiLOE+ePIns7OxFGzhCm5k4HE7QzWo3OfCNwu+jamsF+k8Mo7SxGN/46dVouKhmwc/UaDTo7e1FaWnpvD60RAdXo9Ew8muxYha+FAgBRbN2x5Zt1Gq1cLvdqyLbuNQxjI+PY3x8fN2jO7brjVarDRp5kclky96M0TSNwcFBqNVqNDc3x12Zgt00ptPpgqQbpVIpBgcHYbVa0dzcfFaQK0EgEEBnZyf8fj+ampqY7t5QC0IAQRaEC3UBu91ufO1rX4PFYsFbb7215puso0eP4qKLLprz+re+9S288MILuPbaazE+Po6jR48CAC688EK8//77C76f4JVXXsFPfvITjI6OMkITV1111WqdRkQ4qwi2vb0dGRkZC3qOhjYzhZIrAHzy93Y89tWnUbWlHCOdk7j+Z1/F5Td8YcHPGx8fx9jYGOrq6uYU4xeC0+lkyMVqtUZFpjDaoGkaIyMjmJqaWnUCInVKrVYLm83GdFmu1vVgE1BTU1NMmYnTNM2MvJDNWFpaGrP5WOp6sKO7pqamuKhLLgZ2Fy65HlwuF8XFxcjOzo6Z5yVSUBSFzs5O+Hy+IHINBRmXI41STqdzXilLr9eLr3/961CpVHj33XfPqkbLeEJcECxFUfD5fEu+r7OzE8nJySgtLZ3zM3a9lTQizYfn7v5v/O03b0OaLcXGC6px53PfXfCYSA2ooaFhxUPtHo+HIReTycSIF5AO3PVoCiKazyaTCY2NjWsaAbFlG8n1IGQbDTEHiqLQ29vL+J3GOgG5XC6GXEwmEyNjOZ9UIXExstvtaGpqOquiO4qi0NXVBYfDgezsbJhMJuZ6EHKJ5Sa6xUDI1ev1oqmpaVkZCyJlqdfr0dPTgyeeeAIXXXQRE+UfOXLkrJL3jDecVQTb09MDgUCAioqKoNcXamaaD3d+/qcwayygaOCZTx6BJH0uuZBRFb/fj4aGhqgtZD6fjyEXg8GwLsbpPp8PXV1d8Pl8aGxsXNf0NVu2Ua/XM2IOi8k2Lga/3x8UJcTymMJ8YEsV6vV6JCQkBJFLd3c3s0jH27ktBqKq5fF40NzczBAQ+3oYDAbweDwmdRqNOvZagGwcPB7Pssk1FCaTCfv378fjjz8OrVYLqVSKXbt24corr8Qll1wSd6WCswFnFcH29/cDAKqrq5nXlkOuHqcHX8u5CeUtJbjye5fi/Ks2zXmPw+GAUqlk3EdW6yEOBAJB5MIeXl8tpSC3282Yv2/YsCGmFF5CZRs5HM6ymoKIWQRRw4mlc1sJKIpi6pSkbsvn81FRUQG5XB7350cQCASgVCoRCATQ2Ni4IAHFqnTjYmAb3LM3DitFIBDATTfdhJMnT+Ldd9/F6Ogo/va3v+Fvf/sbMjMzcezYsSgd+TmEi7ggWJqm4fV6l3zf0NAQPB4P6urqlmxmmg/dH/TjJ5f/HJd95wu48VffmvNzo9GIrq4u5ObmoqysbM3SUWQxJeRC0/QcTeBIYbPZ0NHRgczMTFRVVcXMCM18mK8piK2cFLpQuVwutLe3IyUlJSrG1LEEYrrN4/GQlpYGvV4Pp9MZNF8ar6liv98PpVIJmqbR2NgY9qaB1LEJ2dpstjWXblwK0SZXiqJwyy234MMPP8SRI0fmjJtZrdY11WY+hzM4qwh2dHQUVqsV9fX1zAgOEB65AsD+J/+G/U++hl+ffAyKwuBZWtJNW1VVxZi8rwfYmsBsciHjPyuJXIheclFREYqKiuKqjsVuCtJqtXA4HAy5yOVyeL1etLe3x6WN3lJwu91ob29HcnJy0MaBNNGx50vZ4hbxcA2IRCCHwwkSNVkJ2J6uRqMRIpEoSDd6ra8HqZU7HA40NzdHHF1TFIUf/OAHePvtt3HkyJGINKbPIbo4qwh2YmICer0e9fX1TKfwcqKVR778K9ScV4Gr7tgZ9LeHh4cxPT297uMcoaBpGjabjSEXl8u17HGX1RjDWU+w/UvNZjOAM+o4FRUVZ1UNyul0oq2tDRkZGYvKOhJlLVKnFAqFzP2xHuQSDnw+X1A6P5plGL/fHzQCBIQ38hItrAa53nvvvTh8+DCOHDkyb4NnJFiup6tKpcIPfvADtLW1YWhoCLfeeuscIf4XXngB11133ZzfdblccZttWQhxUahZjtCEx+OBz+dDQkLCshcPj9OL3bfsYP4dCATQ09MDm82GTZs2xURqiQ0OhwOJRAKJRIKysjJm3GV6ehr9/f3MeIdcLp9z4xIhgsnJSTQ2NsbUxiESEP9SkUgEq9UKhUIBn8+HEydOIDExkSGXeO04Bc6k89vb25GdnY3y8vJFz0MgECA3Nxe5ublBLi9Emi+ausDRgM/nQ1tbG4RCITZu3Bj1Y+Lz+UFC/BaLBVqtltGNZo+8RHuxp2kavb29sNvtaGlpiQq5PvDAAzhw4ACOHj0adXIFlu/p6vF4IJPJ8OMf/xi/+tWvFnyfRCLBwMBA0GtnG7kCcRLBAme+uMVAormOjg5GNUmhUISdNlWNaGA12FC5qYz5e8SyrL6+PiabJBYDGe8gkRxbgF8sFqO/vx9Go3HNx3DWAlNTUxgaGgqaTZ5PtpGQbSzJNi4Fi8WC9vZ2FBYWori4eMWbBHapQafTwePxBIlbrMf9TurJYrE4Kobiy0Uk0o1LgZArEciItDufpmk88sgj+NOf/oQjR46gpmZhIZxoYbmerhdeeCEaGhrmjWBvv/12JsN0NiMuIljgzJc7316ArfsrEolw3nnnMZHc2NgYent7kZ6eDoVCsagqTnqOFNmlZ6TyCFGnp6ejpqYmbhZfNsRiMQoKClBQUBAkwD8yMgIulwsej4fa2tqYi8ojQWhUzh6uD5VtJGnCWJJtXApGoxFKpRJlZWUoKCiI6LPY9oMVFRUMuZDsB2kKilQHN1x4PB60tbXNqSevJeaTbiQ2c+yRqOVuyIj4h8ViQUtLS1TI9YknnsBzzz2H9957b03INdqw2+0oLCxEIBBAQ0MDHn74YTQ2Nq73YUUdcRPBer3eOQTLdsIB5m9mImSr0Whgt9shlUoZsp3vRifC78SQOl7TiPOBNMVwOByIxWIYjUYIBAImZbZagvNrAZqmcfr0aeh0OjQ1NYUdlbNF1olsY0ZGBtM0FiuZC6LhXFVVterewmw/V6PRuOqpdbfbjba2NqSmpsbkhjYQCASNAAUCgaARoMU6gAm5ms3mqEg70jSNp59+Gv/xH/+Bd999F01NTRF93nIQrQj2xIkTGB4exoYNG2C1WvH000/jjTfeQGdnJ8rLy6N/4OuIuCXYUNnDcB5K4luq0WgYiUKFQgG5XA6hUMg4j9TW1sas/dFKQaJy0hTD5XLnnS0lZBtPaVNSKycKRiuVzyOa0YRsiWxjuDKFqwWVSoW+vj5s2LAhbDnOaMHv9weJW7C9b9PT0yO+R1wuF9ra2iCVSlFTUxPzG7xQ6UaHwzGvVCF5LynFtLS0RIVcn332WTz22GN46623sGnT3Dn91US0CDYUFEWhqakJ27ZtwzPPPBP5gcYQ4jJFvBzxCDbYvqVkl67RaDA4OIiEhAQEAoGzklzJGE5o3Y69WJLZUq1Wi97eXgQCgbiw2iOqWhRFobW1NaKIk8PhIDk5GcnJySguLobb7WY2H4ODg+siY0nqyQ0NDesiecfn8xnvY7aYQ19fH/x+/6Lzx0uB2Dsu1QkdS5jPQJ2Q7eDgICPdmJmZiZmZGZhMpqiR63PPPYdHHnkEb7755pqT62qCy+WitbUVQ0ND630oUUfcECwBTdOM8P9yyDUUIpEI+fn5yMrKglKphMvlYuTmxsbGmIU03huAZmdn0d/fj+rq6kVTi1wuF+np6UhPT0dlZWVcWO15PB60t7dDKBRGPCs5H0QiEVPHJjKWOp0OY2NjzLjLaqbWx8bGMD4+jqamJqSlpUX985cLLpeLjIwMZGRkoLKykhkRGx8fR29vL6RSKRPtL0UoTqcTp06dYvyF44Fc5wO718Hn8zFd2sQXWqFQwGazISEhYcX3J03TeOmll3D//ffjb3/7G84777won8X6gqZpKJVKbNiwYb0PJeqIG4Jl11tpmo6IXAmcTieUSiXEYjHOO+888Pn8ID3gsbExiMViyOVyKBSKqIjNrxVomsbY2BgmJiaWHf2E7tKJ1R5ZSGPBas/pdKK9vR1paWlrUrdLSEhATk4OcnJygsZdlEplkGxjRkZGxMdCZq9nZ2fR0tISU24/BKEjYiSS02g0GBgYYKL9+TpwHQ4HTp06FdaYUTwhISEBCoUCZrMZAoEA5eXlsFqtGBgYWHGXNk3TePnll3HXXXfh0KFDuOCCC1b5LIKxXE9XAFAqlczvkmdEIBAwzVgPPfQQtmzZwlyfZ555BkqlEr/5zW/W9NzWAnFRg6UoCidPnmRqh+EqMy0Gs9kMpVKJ7OxsVFRUzPt5pP5ERjtIQ5BCoYjpOUq2009jY2NUF+hYsNqzWq1ob29HTk7Oui/Q7NQ60cAl0X5GRsaKvFxPnz4NvV6PpqamuOzyZnfgGgwGJCQkMGSbkJCA9vZ25ObmorS0NGafoZWA2CBqtVq0tLQwzwO7tq/T6RjZQrZ040LXYf/+/fj+97+PV155BTt27Jj3PauJ5Xq6AvPrFhQWFmJ8fBwAcMcdd+DgwYNQq9VITU1FY2MjHnzwQWzdunW1TmPdEBcEOzk5idraWmRkZGDXrl3Yu3cvWltbVxwpqFQq9Pf3o7y8fI5m50IgUQtZSNni+1KpNGYWCr/fz7hzNDY2rurw9npY7RkMBnR2dqKkpCTmJOHYylqkAWY50T6x0rNarRE1a8US2ObpRNozOTkZJSUlMT0StVwQctVoNGhpaVl0tMnj8QR1abNdolJTU5l17dChQ/i3f/s37Nu3D1deeeVanco5RBFxQbDAmcjpH//4Bw4ePIi///3vSE5Oxq5du7Bnzx5s3bo1rAeVPSe5YcMGZGZmruhY2OL7Wq2WSREqFIp17b51u91QKpVISEhYc8eYtbDaU6vV6O3tXbKeHCsI1QSWSCRBmsBsBAIBRvy9qalpXW0CVwMWiwVtbW3IyspCQkICMxLFNiWI13OmaRpDQ0NQq9VLkmso2OUGnU6Hf//3f0d6ejoKCwvx4osv4r/+679w1VVXreLRn8NqIm4Ilg2324133nkHBw8exGuvvYaEhARceeWV2Lt3Lz73uc/Nm5YLBAKM0XY01YvYKUKtVst03yoUijX1pLTb7Yw4BkmlrxdWw2pvcnISw8PD2Lhx44o3RusJErVotdqg2VKSWied0ItZssUrzGYzOjo6UFJSgsLCQuZ1MqPOTpsutAGJVYTWyyM5bpqm8d577+HXv/413n33XfB4PFx88cWMp2teXl4Uj/wc1gJxSbBs+Hw+HDlyBK+88goOHToEiqJwxRVXYM+ePbjwwgshEAgwPT2NP/7xj9i5cycaGhpWTTyArW2q0WiYehyRbFwtsjUajejs7ERBQQFKSkpiJl0NLG61F05DEE3TGBkZwfT0NBobG5GamrpGR756CK3tUxQFgUCA6urqqDRJxRJMJhM6OjqWLMeEpk1JBkQmk8WsAAq5N2dmZiImV4IjR47gmmuuwW9/+1ts3rwZf//733H48GEcO3YMn3766ZoKS8QCAoHAnHWTpumYvB/mQ9wTLBt+vx8ffvgh9u/fj0OHDsHlcuG8887Dxx9/jObmZhw4cGDNogN2PU6j0cDtdq/KqAsRIYiHtOlyrfZIs5bRaIzbhp/FQOQB+Xw+kpKSoNfrQdN0UJNUPNcoibRjRUXFsqIvohtNCJfL5QaJW8TKNSEbv+bm5qhkxD788EN86UtfwlNPPYXrr78+iEQMBgPS0tJi5tzXAmxy/ec//8morG3ZsmWdjyx8nFUEy0YgEMBTTz2F++67j6nt7NixA3v27MGll166JvqqBKSLUKPRMJ6lRI5vpcLqNE1jfHwc4+Pj2Lhx47qIEESCpaz2eDweU5Nc7Wat9QBRMGKPGbEzIFqtlhntiDXZxnCg1+vR1dUVsbQjKcGwm6TY4y7rlU4fGRnB1NQUWlpaokKux48fx969e/H444/jxhtvjJsIbbXAjlK/9KUvoa+vD2KxGKdPn8YNN9yAu+++O+YDCuAsJthnn30Wd911F/7whz/gq1/9Kj799FMmjaxWq3HJJZdgz5492LFjx5rPGTqdToZsbTYbM6BPJBuXAkVRzChHtMdw1gukHkeuCY/HY5q1zobzY8PhcKCtrW1RkQWyKSPXxG63x4RsYzjQ6XTo6uqKuscwTdOw2+1MuWG9rglplIwWuZ46dQq7du3Cv//7v+OWW26JOrmuhqcrABw4cAD3338/RkZGUFpaikcffRR79+6N6rHfeOON+Oijj/DWW28hNzcXV199NU6dOoWPPvoo7AmQ9cRZSbAulwvbt2/Hz3/+8zmqJxRFoaOjAwcOHMDBgwcxMTGBiy++GLt378bll1++5vUe9oC+xWJZcq7U7/eju7sbbrf7rIzs3G43Tp06BS6Xi4SEhCW7b+MNZIY3Ly9vWXOgbEm+tRqJWgm0Wi26u7tRV1e36pKjodckKSmJuU9SUlJWTV1rYmICzc3NUdn4KZVK7Ny5Ez/+8Y/xgx/8YFWO+c0338SxY8fQ1NSEq6++ekmCHR8fx69+9Ss0NzfjV7/6FS644II5BHv8+HF8/vOfx8MPP4y9e/fi1VdfxQMPPICPPvoImzdvjspxe71e7N27FzfffDMuu+wy/PSnP8Xvfvc77N+/H9u2bYPRaIx5H+uzkmCB8ArhNE2jp6cHr7zyCg4ePIjBwUFcdNFF2LNnD3bu3In09PQ1XbhC50pTUlKCFlGPx4OOjg4kJCRg48aNZ123qcPhQHt7e1AnNNtqz2AwMIsokbGMFWIJByaTCUqlknFqWimIkAO5Jmsh2xgOyBjVepgS+Hy+IFOCSOzlFgIpyUSLXHt6enDZZZfhzjvvxH333bcm31u0BPuvueYaWK1WvPnmm8xrO3bsgFQqxb59+6JyrBqNBrW1tXj99dfR1dWFe+65B6+88gouuugimM1m3Hbbbfi3f/s3fO5zn4vK31sNxI1U4nIRzs3K4XCwYcMGbNiwAQ8++CAGBgZw4MAB/PGPf8Qtt9yCbdu2Yffu3bjyyishl8tX/QEQCoXIz89Hfn7+HA9XsVgMr9eLtLQ0bNy48axrdrBYLOjo6JgT2QkEAuTm5iI3Nzeo+/bkyZNxZbVHapLLbfiZDwKBYI5so1arDZJtlMvlUXG7CRek2W7jxo2QyWRr8jfZSEhIQHZ2NrKzs4P8folxBduUYCXz4RMTExgbG4saufb39+OKK67AzTffvGbkGk0cP34cd9xxR9Br27dvX9I5ZyEQ4xY2FAoFvvKVr+DGG2/E8PAw/vGPfzBkqtFo0NfXh9nZ2RX9vbXCWUuwywWHw0FVVRV+/OMf47777sPo6CheeeUVvPzyy7jzzjtx3nnnYffu3di1axdycnJW/YFgEwupaYlEIhiNRpw4cYKRbFytVNhagpDPUkbibGcXttUeIZZYtdrTaDTo6elBbW0tsrKyovrZ7Blj9kx2f3//kl3a0cLMzAwGBgbWzfEnFFwuF5mZmcjMzERVVRVjLzc6Ooqenp4gcYtwSiwTExMYHR1Fc3MzJBJJxMc3ODiIK664Atdffz0efPDBuHx+1Wr1nBKAQqGAWq1e9mexyXVwcBBerxd1dXUAzkTQ77zzDj7/+c8jLy+PmSy4+uqrsXXrVnz5y1+O/GRWEecIdh5wOByUlpbi7rvvxl133YXJyUkcOHAAr776Ku6++260trZi9+7d2L17NwoKClb1ASFpt8rKSuTl5QWJOJw6dYrReVUoFDEfxc0H4vazXPKJF6s9Qj5rEdmFOiKRLm02sUTbpGF6ehqDg4NoaGiIyXpYqHEFUddSq9UYGBhgyjALaQJPTk5idHQUTU1NUSHX0dFRXHHFFfja176Gxx57LO6eVzZCj32l86mEXG+99VYcPnwYZrMZF110EZ566il85StfgdFoxEsvvYSWlhYoFApQFIWGhgb8+c9/BjB/9BsrOEewS4DD4aCwsBB33nkn7rjjDszOzuLgwYM4ePAg7r//ftTX12PPnj3YvXt3VEUeyBjO2NgY6uvrGfUiHo8HhUIBhUIRFMV1dHRERTFpLTE+Po7R0dGII59QYrFYLIw/53pa7ZHIZz3IJ9TthojNz87O4vTp00hNTWU2ISsdWZucnMTIyEjM2OmFg8TERBQVFaGoqIgpw5DoltSyZTIZ0tLSMD09zZxfNAROJiYmsHPnTuzZswf/8R//EfPP52LIysqaE61qtdoVN7YdPnwYb7/9Np599llwOBzcdttt2L17N/77v/8bN954Iy688EL09PTAZrMhPz8fF198MYD5hShiCWdtk9Nqg6ZpaLVaHDp0CAcOHMDRo0dRXV3NkG0kHpcURWFgYABarRaNjY1h7ZyJGbZGo2EUkwjZrmUtLhwQ7VaVShX2+a3075CxDjJ/vBZWe0TzempqKibVp0JlG4lJuFwuD7vkQDZ/0SKf9UaoJjCxxiwtLUVBQUHEi/jMzAy2b9+OSy65BL/97W/X7XmMZpOTzWbDG2+8wbx22WWXIS0tLawmp9Co8/jx4zhx4gRT13U4HGhtbQWHw8Ff/vIXNDQ0zLlmsU6uwDmCjQpomobRaMThw4dx4MAB/POf/0RpaSl2796NPXv2LMuvNBAIoKurixFYWMlsH1FMIrO2sZQypSgKfX19MJvNaGpqWlPBj7Ww2iOuKmq1OmoKP6sJYhJOZBtJ9+1iWRAyBxqttGmsYWpqCoODg5DJZLBarSv2ciVQq9XYvn07zj//fDz33HNr/vyxPV0bGxvxy1/+EhdddFFYnq433HADKisr8aMf/SjI0/Xjjz/Gtm3b8Oijj2L37t04fPgwfvKTnyx7TOcPf/gD2tvb8eGHH+Liiy/G008/zfzM6/Vi06ZN8Pv9+M1vfoNt27bFXUr9HMFGGUSN529/+xsOHjyIt956C3l5eQzZ1tfXL0i2Ho8HSqUSPB4P9fX1UUln0jQNq9XKSDZ6vd41aXyZD4FAAJ2dnfB4POvuGON2u5koLlpzpTRNo6+vDyaTac03D9HAfLrRbNlGLpfLRObR6qaNNZCaeWNjI6RSaZCXKxFBWU56XavV4rLLLkNTUxNefPHFNX3eCFbD0xUAXnnlFfzkJz/B6OgoIzSxlPMPu0777LPP4rbbbsM111yDt99+G4mJiXj66adxxRVXMJsQiqJQWFiIyy67DH/4wx9WcPbri3MEu8qw2Wx4/fXXcfDgQbz55pvIzMxkPG1bWloYsu3q6sLs7Cxyc3NRW1u7KikkkjIlka3L5QqSbFzN+qTX62XqxNHaPEQL0bDaoygK3d3dcDgcaGpqinsBkPlkG0UiEeMzLJVK1/sQow5Sn16sZk42ZsSUgLgiyWSyOfeKXq/Hzp07UVVVhZdffjmm7vn1Rk9PD5555hlcffXV2L59O+x2O2Mof9ddd2Hnzp0xn/4NB+cIdg1BPG0PHDiA119/HSkpKdi1axdyc3Px85//HHfffTduv/32NUuDsPWR7XY7U5+Uy+VR1b11uVxob29HcnIy6urqYvrBCbXa4/P5S6ZMSWTu8/nQ2NgYV5rB4YAYwet0OohEIjidTkilUua6xPtmAgiPXENB5rKJuAWPx8Mnn3yCkpISZoSkoKAA+/fvP+vuiUjw9ttv46c//SnMZjP+53/+B/X19QDOmENcddVVcLvduPfee3H55ZcHbUrioeYainMEu05wuVx455138Mtf/hLvv/8+kpOT8bWvfQ179uxZ0NN2NRFanyQar5EuoHa7He3t7ZDJZKiqqoqrGgo7ZarVagFgjtWez+dj5nAbGhrWJQW4mqBpGgMDA9DpdGhubkZiYiIjUajVamE2m5GSksJcl1iSbQwXKpUK/f39qK+vX3E3O2kyfOihh3Do0CGYTCbI5XL8/Oc/x+7du+Omy3otMD4+jltuuQVHjhzBvffeix//+MfMz+x2O6666ioMDAzgpZdewgUXXLCORxo5zhHsOoGmafziF7/AQw89hP/6r/+CSCTCK6+8gsOHD4OmacbT9oILLljz3a/b7WZIxWw2M1rACoViWc1ARBowFn1ql4v5rPbS09Nhs9mQmJiIhoaGuNtdLwWaphm7wObm5nm/+1DZxnjwcWVDrVajr68vInJlw2azYffu3aAoCpdccgn+/ve/o7+/HxdccAH+4z/+g4nWPitYaDZWpVLh1ltvxdTUFG644QZ8+9vfZt7ndDpx77334he/+EXcb1jPEew64dChQ7jxxhvx+uuvo7m5mXnd7/fjgw8+wP79+3H48GG4XC5cccUV2L17N77whS+seTrO6/UypGI0GpGcnAyFQsFEKwtBq9Wip6cnKtKAsQaapmEwGNDd3Q2apkHTNNLT06FQKOLOVm4h0DSN3t5eWCwWNDc3h3XfsWUb2T6usTgqBpxR2Ort7cXGjRuZOfNI4HA4cPXVV4PL5eL1119nno+xsTG89tpruOqqq+LCASZaINTC4XBw8uRJDA4OMjrqVVVV0Gg0uOWWWzAzM4NvfvObuOGGG+ZsUuMxLczGOYJdJ1AUBY1Gs6idVyAQwLFjxxgVKYvFwnjaXnLJJWvepUqagTQaDYxGI8RiMUO2bOF90olZW1u76o4q6wFiSpCRkYHq6uqg9DrbfjBcKb5YA6m52mw2NDc3r6jbm6RMSSo5GnrA0QSRr4yWwpbL5cKXv/xleL1evPnmm2dlh/VK8fLLL+P222+HTCaDz+fD5OQkfve73+Haa6+FXq9nSPaKK67AnXfeue73RjRxjmDjBBRF4ZNPPmHIVqPR4NJLL8WePXuwffv2NX+g2cL7Op2OUcEJBAJQqVQxK50XKWw2G9rb25GdnY3y8vI56a/Q+mS8We2Rbmin0xm1USoyKkaui9PpDJorXetxLWKpFy1ydbvd+NrXvgaLxYK33nprVYQ3luvpCgDvv/8+7rzzTvT29iInJwd33XUXbrzxRubnL7zwAq677ro5v+dyuaK2MVQqlbjooovw9NNPY+/evTCbzXjuuefw2GOP4bnnnsO3vvUtGI1GfOtb30JycjJefPHFsyIDRHCOYOMQxNOW2OxNTk7i4osvxp49e3D55ZeHPVoSLZDO2+HhYTidTggEAmRlZTGdt7FehwsXZrMZHR0djNTeUudF0us6nS4urPYoikJXVxfcbjeamppWbaFjz5USwY9IZRvDBSHXaFnqeb1efP3rX4darcY777yzauNLy/V0HRsbQ11dHb7zne/gu9/9Lo4dO4bvfe972LdvH66++moAZwj2tttuw8DAQNDvRtOQ4rXXXsPDDz+MI0eOBImu3H///fjNb36Djz/+GFVVVXA4HKBpGsnJySvWNI5FnCPYOAfxtN2/fz9effVVDA4O4gtf+AJ27969Zp62FEUxOqENDQ1wuVyMZGMsu9wsB0ajEUqlcknHn4UQ6lcaa1Z77FGjpqamNetiJx7IZK50NU3TiStVtMjV5/PhW9/6FsbGxvDee++tmZNQOHKHd999N1577TX09/czr914443o7OzE8ePHAZwh2Ntvvx1mszlqxxZKjv/7v/+Lf/mXf8HExARyc3OZmmpPTw927NiBv/zlL0EiGLEs3L8SnD3J7s8o2J62Dz30EE6fPo1XXnkFf/jDH3Drrbfi85//PPbs2YMrr7wSMpks6gu53+9HZ2cn/H4/WltbIRAIkJSUhMzMTMblhtS7aJqeM+YSDyANW1VVVcjJyVnRZ7D9StnNQB0dHeByueu6CQkEAlAqlQgEAmtKrkCwBzJ7EzIxMcE4RRHx/UiuCyHXurq6qJCr3+/HDTfcgOHh4TUl13Bx/PhxXHrppUGvbd++Hc8//zx8Ph/zHdvtdhQWFiIQCKChoQEPP/wwGhsbV/Q3CTmOjIxApVLh/PPPx0UXXYTNmzfj4Ycfxk9+8hOm4VGhUEAikcDlcgV9RrysCeHiXAR7loKmaYyMjOCVV17Bq6++ivb2dmzduhV79uzBrl27kJ2dHTHZer1etLe3IyEhAfX19Ys2JxBlICJs4ff7gyQbY7VTkBiJRyvqCQVpBiJR3FrrRvv9fiiVStA0jcbGxphpMCFOUSSVDICp2S73uhC/4ZqamqikPwOBAG666Sa0tbXhyJEjUff4XQrhRLAVFRW49tprcd999zGvffzxx/jc5z6H2dlZZGdn48SJExgeHsaGDRtgtVrx9NNP44033kBnZyfKy8uXdUyEXD/88EN84xvfwDe/+U18/etfR0VFBX7xi1/g4MGDqKysxJ133onk5GT853/+J/bv34+TJ0+uynMVKzhHsJ8B0DSNiYkJxmbvxIkT2LRpE+Npm5+fv2yydTqdaG9vR2pq6rKlHdn6yFqtFm63myFbmUwWM4v81NQUhoaGojYjuRTmkydcTas9v9/PRNCxPMfLnkHW6XTLui4GgwGdnZ1RJddbb70VH330EY4ePYrc3NyIP3O5CJdgr7vuOtx7773Ma8eOHcP5558PlUo177WgKApNTU3Ytm0bnnnmmWUfV19fHz73uc/hBz/4AW655ZagZq+nn34ahw8fxtGjR1FbWwu73Y6//e1vqKurO+vSwmycI9jPGGiaZjxtDxw4gGPHjqGhoYGx2SsuLl6SbEknbVZWFioqKiKKhOezlMvIyIBCoVh1feTFMDY2hvHxcTQ2Nq6LCs9qW+35fL6g7EOskmso2NdFp9PBbrcvOBZFyLW6unrRcbhwQVEU7rzzTrzzzjs4evQoCgsLI/7MlSAcgt22bRsaGxuD3GleffVVfOUrX4HT6VzwufrOd76D6elpvPnmm2EfD6m7PvDAA1AqlXjttdeYn3m9XqZZzuVy4eTJk0hMTEReXh6ysrLifs51KcQlwT777LN48sknoVKpUFtbi6eeegqf//zn1/uw4g40TUOj0TCetu+//z5qamoY55/5yNNoNKKzszPsTtrlwuFwzJkpJWS7FuMcNE1jeHgYs7OzaGpqipl5xmha7ZHUvlAoxMaNG+N6gXO5XAzZEtlGoqU9MDAQUd2cDYqicM899+C1117DkSNHUFpaGoWjXxnCbXL629/+hr6+Pua1m266CUqlkmlyCgVN09i0aRM2bNiAP/3pT8s+rhtvvBGTk5N444035jQ79fb2ory8PKgz/WzqFl4IcUewf/3rX/GNb3wDzz77LD73uc/h97//PZ577jn09fWtqLvzHM6AeNoeOnQIBw8exLvvvovy8nLG+ae6uhovvvgiXn/9dTz99NNrkhoji6dWq4XFYkFqaiojbLEaAg40TeP06dPQ6/VoamqK2bnVxaz2lvKf9Xq9aGtrQ2JiIjZs2HBWpea8Xi90Oh1mZmZgsVggEAiQk5OzLFek+UBRFB544AH89a9/xZEjR1BRURHlI18ay/V0JWM63/3ud/Gd73wHx48fx4033hg0pvPQQw9hy5YtKC8vh9VqxTPPPIO//OUvOHbsGDZt2rTo8bDJkaR47777buzbtw9DQ0MQCoXM606nEz//+c9xwQUX4Itf/OIqXqXYQ9wR7ObNm9HU1ITf/va3zGvV1dXYs2cPfvazn63jkZ09ILXA1157DQcPHsTbb7+NpKQkmM1m/PjHP8YPf/jDNV+YyTgHIZWUlBSGbKMxO0nUi6xWK5qamqJmwL7aWI7VnsfjQVtbG+NqdDaRK4HJZEJHRwcTLRFrOR6PxzSPLadTm6ZpPPLII/jzn/+M9957jzEcX2usxNP1/fffxx133MEITdx9991BQhN33HEHDh48CLVajdTUVDQ2NuLBBx/E1q1bFz0WktZ1Op3w+/3g8XhISkqC0WhEa2srcnNz8fbbbzOb4F/96ld48skncfTo0XXZnKwn4opgvV4vEhMTsX//fuzdu5d5/bbbboNSqcT777+/jkd3doKmadx77734z//8TzQ3N6OtrQ0ymQy7d+/G3r170dzcvOYLNYlUiGRjUlJSkGTjchEIBIIEFtbTCD4SLGa1JxaLmaa0mpqas5JczWYz2tvb5+hfz9epzTaSX6ipjqZpPPHEE3j22Wfx3nvvYcOGDWt1KjELErlOT0/jm9/8JlQqFVpaWrB3715cddVVOHr0KL7//e/DZDJh8+bNoGka7733Hvbv34/t27d/JtLCbMQVwRJD8mPHjuG8885jXn/sscfw4osvzlEkOYfIEAgE8L3vfQ9vvPEG3nrrLdTU1MDhcAR52qampmLXrl3Ys2cPNm/evOb1PDI7qdFoYDAYIBaLmQguHKECMqZCURQaGxvPGlPsUKs9n8+HxMREVFRUxNUMcrggKltlZWWLCuqzO9h1Oh1cLldQ8xipEdI0jaeeegq/+MUv8O6776KpqWmtTiVmwU75bt26FY2NjaiursZHH30EtVqNm266Cddffz0cDgcee+wx6HQ6pKenY8+ePdiyZctZ3S28EGJjHmKZCF00P2u7orWC3+8HcGZ+jixaSUlJuPrqq3H11VcznrYHDhzAV77yFYhEIlx55ZWMp+1ajNuwBRz8fj8MBgM0Gg1OnTq1pFoS6aTl8/lobm6O62afUHC5XGRmZiIxMRF6vZ7psD19+jR8Ph8yMzOhUCgWjeDiBRaLJSxyBc6sHampqUhNTUV5eTnTVDczM4OTJ0/iySefxCWXXAKKovD888/jrbfe+sySK3tdZaeF9+3bh/PPPx9PPvkkEhMTsXfvXjz11FP49a9/DafTiZtvvhmPPvronM/6rJErEGcESwQJ1Gp10OtarfasdG1ZbwiFQvz+979f8OdisRi7du3Crl274PV68c9//hMHDhzAN7/5TXA4HOzcuRN79+7Ftm3b1kTAm8/nQ6FQQKFQzFFL4vF4QWpJpJP2bGz2IXA4HGhra4NCoWA6wisrK2Gz2aDVajEyMoKenh5kZGQwM6XxJrRusVjQ3t6O0tLSFVnBJSUlobi4GMXFxdDpdBgcHMQLL7yAiYkJlJWV4Y033mC6rT9rm3j2+fJ4PHi9Xvz4xz/GX//6V1RUVDC9DxUVFbjjjjvA5XLx0ksvwW6345577gHwfyT9Wbt2BHGVIgbONDk1Nzfj2WefZV4joyXnmpxiA36/H++//z5eeeUVHDp0CB6PBzt37sSePXtw0UUXrbmFW2i6lLyWmpq6pAJVvMJut6OtrW1B1x/2+0iTVLxZ7VmtVrS1taGkpCQqM6k0TePFF1/EPffcg3379sFsNuPQoUN48803kZWVhZ6enpi/JtHGPffcg9nZWaY7+a233sKzzz6LDz/8EM899xyuuuoq5r2jo6N44okn8MEHH+C1115DWVnZeh12zCDuCJaM6fzud7/D1q1b8Yc//AF//OMf0dvbu26D3+ewMIinLZFstFqtuOyyy7Bnzx5cfPHFa+5pa7PZ0NbWBqFQCJ/Px0gTKhQKpKennxVpYnKOeXl5KC0tDTt6WMhqby1cbpYLQq7FxcUoKiqK+PNomsbLL7+MO++8E4cPH8YXvvAF5mculwunTp36zM3aO51OPPnkkzh48CDOO+88ZnLj+PHjeOKJJ2AymXDLLbcwYz/AmfEgi8WChoaGdTrq2ELcESxwRmjiiSeegEqlQl1dHX71q19h27Zt631Y57AEiKctIVutVovt27cznrYr6QBeDqxWK9rb2xniARAkTej1epnaZCzrIy8Gco4FBQUoKSlZ8ecQqz2tVhvkchMLVntkA0HETqKB/fv34/vf/z5eeeUV7NixIyqfycZq+LkCwIEDB3D//fdjZGQEpaWlePTRR4MmLCKF2WzGiy++iD/96U9oaWnB888/DwD46KOP8PTTT0Oj0eCWW27Bl7/85Tm/e643Jk4J9hziHxRFob29nfG0nZ6exsUXX4zdu3eviqetyWSCUqlcMOKhaZqpTWq1WrhcLkaycTV0gFcDpB4ZraiOgHRqk1nb9bTaI+RaWFiI4uLiqHzmoUOH8J3vfAf/8z//gyuvvDIqnxmK1fBzPX78OD7/+c/j4Ycfxt69e/Hqq6/igQcewEcffYTNmzdHfMyEIK1WK1588UU8//zzqK+vxwsvvAAOh4MTJ07gmWeewcjICG666SZce+21Ef/Nsw3nCPYc1h0URaG7u5uJbIeGhvDFL34Ru3btwhVXXAGpVBrRIk7cVELnIxcD0bvVaDSMDjCRbIzFRiAyphKteuRCYDeP6XS6NbXas9vtOHXqVMTRORt///vfcd111+Evf/lLUD1xNREtP9drrrkGVqs1SDd4x44dkEql2LdvX1SOlZCs3W7HSy+9hOeeew41NTV44YUXwOfz8cknn+Cxxx7D9ddfj927d0flb55NOEew5xBToGka/f39DNn29vZi27ZtjKdtZmbmssiWeNHW1tau2E2F6ABrNJqgRiC5XB4TohRs9aKVdNKuFGwBB61WC4qiVs1qjzRtsdP7keKtt97C17/+dfzpT3/CNddcE5XPDAfREusvKCjAHXfcgTvuuIN5z69+9Ss89dRTmJiYWPZxLTSnSkjW6XTipZdewh//+EdUVlbiz3/+M4RCIfR6PTIzM5f99z4LOPtmE9YZH3zwAa688krk5OSAw+Hg0KFD631IcQUOh4Oamho88MADaG9vR29vLy6++GK89NJLKCsrw+WXX47f//73UKlUWGpvODMzg97eXmzcuDEiq7LExEQUFRVh8+bNOP/88yGTyaBWq/Hhhx/i5MmTmJiYmGMcvVYwGAzo6OhARUXFmpIrcGbWNiMjA9XV1QwhCAQCDA4O4ujRo+js7Px/7Z15XI3p//9fp1MpKYk2TGWrVIqiFVlGaYpiKAzCfGz5oB9SthFDtrE1xNjqayxZigbDKFtiLEWWFlLRBy0K7U6n0/v3R49zT4ds49SpXM/Ho8ejc53rvu/3fR7n3K/7uu739X4hOzsbQqHwi44jXm7Url07qYnrhQsXuGRJT09PqexTmuTk5Lyz9FBbWxuVlZXIz8//YJ+3lzF+KmJxFYlEAMD9vng8HogIzZs3h7e3N3x8fJCSkoIhQ4agsrISGhoaEv0Z/9D01ifImNLSUlhYWGDixIkS2XWMz4fH46FLly4ICAiAv78/njx5goiICBw9ehR+fn6wsbHhPG3bt2//jntHXl4eunfvzl0ApIGSkhL09PSgp6cnUR85LS0NLVq04Eo21odRgHjqW1qOMV8Cj8eDuro61NXV0aVLF26K/fHjx0hKSuKqJYmdbj6V0tJSxMfHS1VcL1++jFGjRiE4OBhjx45tsIk4tRXUebtd2kV3xo4di+bNm2PHjh3vHIeIoKysjB9++AECgQAtWrSQWOLWUD9HWcIEVsq4uLjAxcVF1mE0OXg8HgwMDDB37lzMmTMHz5494wzkFy1ahB49enDTyOLasRcuXKhTL9dmzZrhm2++wTfffMPVRxYXcKjrrNsXL17g7t27MDExkYrXqTTh8XhQVVWFqqoqOnXqxE2xP3/+HKmpqZ9stScW17Zt237WcqMP8ffff2PkyJFYu3YtJk6c2GBFQUdHp9aCOvLy8mjduvUH+3xJ0Z1+/fph9+7dePjw4TuF+cUiq6SkhGnTpnEjXpYt/H7YFDGj0cHj8dC+fXvMmjULFy5cwP/+9z9MnDgR58+fh4WFBXbu3AlHR0fk5eXV27SVoqIi2rVrhx49eqBfv34wMDBASUkJbty4gatXryItLQ2FhYVSiSc3Nxd3796FmZlZgxPX2hBPsVtbW6N3797Q0dFBfn4+rly5gmvXriEjIwMlJSUS25SVlXGFMjp37iyVC/jNmzfx/fffY8WKFZg2bVqDFgU7OztER0dLtJ09exY9e/bkMtrf16dmnfYPUdt30crKCrm5ubhx40atfcSfWc1ntQ35c5Q1bATLaNTweDzo6Ohg8uTJuHHjBvT19TF16lTExsbCxsYGhoaGEp629XExkJeX5+oj13S4SUhIgIKCArS0tKCtrf2vlrjk5OQgKSkJ3bp1g5aWVh2dQd2hpKTEjfprWu1lZmZCWVkZmpqaUFNTQ2pqKnR0dD5YhepzSExMhIeHBxYvXoyZM2fWuyjU9HMFqpfhJCYmvtfPddq0adiyZQvmzJnD+bnu3r1bIjt49uzZ6Nu3L9asWQN3d3dERUUhJiYGcXFxH42n5qhT7LUMVHvNjhkzBj/99BP69+9fL77PTRmWRVyHfEq2IOPLISJ4enoiJSUFZ8+eRdu2bSU8bSMiInD27Fno6elxNnuyqD9cVVUlscSFx+NxYquurv7ReMRTrObm5k0ua1Ns1JCdnc35t4rN0r90mdb9+/fh4uKCuXPnYsGCBTIZcdWFnysAHD16FIsXL0ZGRgZXaOJjy43EhfsBYPHixUhPT4erqyvGjh0LIkJmZibGjBmD+fPnY/jw4RL9GZ8HE9g6hAls/REeHo5BgwZxz6fepqioCKdOnUJERATOnDkDLS0tuLu7w8PDQyaetm8vcSEiiZKNb8fz7NkzPHjwABYWFu89x8aOuCRhmzZt0KZNG250C4Crj/y5VnspKSlwcXHB9OnTERgY+NVPZ9Ycue7duxcXLlyAiooKwsLC0K9fPzg4OGDevHkYP348nj9/zjy2vxAmsHUIE9iGSWlpKU6fPo2IiAj8+eefUFdXx9ChQ+Hu7i4TT1siwuvXrzmxrayslFhP+vz5c6SlpUk9I7ohUV5ejoSEBLRu3RrGxsacCLz92QiFQonP5kNGDQ8fPoSLiwsmTJiAoKCgr15ca65zXbx4MQ4dOoTY2Fjo6uoiPT0dISEhiI2NRVFRERwdHbFr1y6Eh4c3yGVMjQUmsFKm5rOWHj16YMOGDejfvz/3rIXRsCgvL8fZs2cRGRmJEydOQElJiTOQt7e3r3ennZqG4Lm5uXjz5g0AoEOHDtDX12+Szj9v3rxBfHw8NDQ0Pvic/H3lLMWj25rlLDMyMjB48GB4enril19+aZJ2hP+WlJQUbNu2DYMHD8Z3333HTQGLRCLOaD4+Ph6RkZEYOXIk9u/fL+uQGy1MYKXMx561MBouAoEA586dQ2RkJKKiosDj8eDm5sZ52tZ3PeLMzExkZmZCW1sbhYWFKC8vlyjZ2BjqI3+MTxXX2hBb7eXm5qKkpARHjx6FgYEBevfujcmTJ2PIkCEIDg5m4lqDEydOwN3dHWpqajhw4AC+++47AO9WcRIIBLh48SJX49jZ2VlWITdqmMAyGLUgFAoRGxuLI0eOICoqChUVFRKetnVdIjEjIwNZWVmwtLSEmpoagOqpbfHItqSk5F8Xb2goCAQCxMfHQ11dHSYmJl80hVteXo7g4GAcPXoUycnJ0NLSwty5czF8+HDmS/oWixcvRlBQEPz9/REQEMBlEAP/PKMlIggEAgwZMgTDhg2Dj4+PDCNuvDCBZTA+gkgkQlxcHGcgX1xcLOFp+6FiCZ8LESE9PR1Pnz6FlZUVVFVVa+1XXl6O3Nxc5OXloaioCOrq6pzYNgZTcLG4tmzZEqamplJ5PpqTkwNnZ2dYWlpi4MCB3LIVIyMjhISEoHfv3lKIvPHwvtrCADB//nysX78eW7duxbhx495beczIyAhubm5Yv359XYbaZGECy2B8BlVVVbh27Ronti9evICzszPc3d2/2NOWiPDo0SM8f/4cVlZWn7yvN2/ecM8laxqla2trS1X8pYVAIEBCQgLU1NSkJq55eXlwcXGBpaUl9u7dyyWqFRYW4s8//4S9vX2dugw1NGpmC0dFReHevXtQUFBA165dMXToUADVjj3r16/Hpk2bMGHChHe+b7GxsfD19UV0dHSTzVyva5jAMhj/kqqqKiQkJHDOP0+fPsWgQYPg7u4OFxcXiam3j0FEePjwIXJzc2FlZfWvaxm/bZTeokULTmzroz7yp8QXHx8PVVVVmJmZSUVc8/Pz4erqiq5du+LAgQN1lggWEhKCdevWITs7G6ampti0aRP69Onz3v5bt27Fli1b8PjxY+jp6WHRokUYP348935YWBgmTpz4znbl5eVSm4VYvXo11qxZg969e+PBgweQl5eHjY0NQkNDAQBLly7FqlWrsGTJEsybN0/ihqywsBCKiooN8iatscAE9itk1apViIyMRGpqKpSVlWFvb481a9bAyMhI1qE1WqqqqnD37l1EREQgMjIS6enpGDBgANzd3eHq6vrBYglEhNTUVOTn58PKygrNmzeXSkw1KyUVFBRAWVmZE9u6qI/8MSoqKpCQkAAVFRWYmZlJJfno1atXcHNzg76+Pg4fPlxnz6IPHTqEcePGISQkBA4ODvjtt9+wa9cuJCcn17o6YNu2bfD398fOnTvRq1cv3LhxA5MnT8aBAwc4U/ewsDDMnj0bDx48kNj2S5yfavL333/Dw8MDoaGh+O677/D69WscOXIEGzduRO/evbFjxw4AwKJFi3Dt2jWcO3dOKsdl/AMT2K+QwYMHY9SoUejVqxcqKyuxaNEi3Lt3D8nJyQ1ilNPYqelpGxkZieTkZDg6OsLDwwNubm4SnrYikQgJCQmoqKiAlZVVnY0WxDZneXl5yM/Ph6KiIuf8o6amVudiKxbX5s2bS62KVmFhIYYMGQJtbW1ERkbWaeKZjY0NLC0tsW3bNq6ta9eu8PDwwKpVq97pb29vDwcHB6xbt45r8/X1RXx8PFfKMCwsDL6+vnj9+rVUYhRPC4ufvR48eBA//fQTNx0PVBdc2bNnD/bt24f9+/e/c1PNCvdLF5a//hVy5swZTJgwAaamprCwsEBoaCiysrKQkJAg69CaBDU9bW/fvo2kpCQMGDAAYWFh6Ny5M1xdXbFjxw48ffoUo0ePRmBgIHr27FmnU3Hy8vLQ0dGBubk5HB0dYWhoCIFAgFu3buHy5ctITU3Fq1ev6sQcQSgU4tatW1IV1+LiYgwfPhwaGhqIiIioU3EV3xw4OTlJtDs5OeHq1au1biMQCN6Z5lVWVsaNGzck/HFLSkqgr6+P9u3bw83NDbdv3/6s2KqqqgBU30CJhTErKwsA0K5dOwiFQty7d4/rr6amhiFDhuDevXtITU2V2BcTV+nDBJaBwsJCAGiyVYJkidjTdsGCBbhx4wYePnwINzc3HD58GMbGxoiJiYGdnR3y8/PrzfmHz+dDS0sLZmZmcHR0hImJCUQiEe7cuYPY2FgkJyejoKCAu3h/CUKhEAkJCVBSUpKauJaWlmLkyJFQUlLCsWPH6jxrOj8/HyKR6LPMzZ2dnbFr1y4kJCSAiBAfH489e/ZAKBRyhunGxsYICwvDH3/8gYMHD0JJSQkODg5IS0v75Njk5OSQnJyMzZs3AwD27NkDa2tr5OXlQU9PDy1atMCePXvw+PFjbhs1NTWYmZm9c0PHxFX6NL2yMIzPgogwZ84c9O7dG2ZmZrIOp0nD4/HQoUMHzJo1C9euXYORkRHGjh2Ls2fP4pdffoGlpSVnIG9gYFAvFzw5OTmu9m9VVRVXlvD+/ftcfWRxWcLPFUfxyLVZs2YwNzeXiriWl5fD09MTRIQ//vijXh9pfI65+ZIlS5CTkwNbW1sQEbS1tTFhwgSsXbuWy3C2tbWFra0tt42DgwMsLS3x66+/Ijg4+JPjio2NhZ+fH65fv45jx47h8OHDnNPS5s2bMWLECJSVlcHZ2RnGxsbYuHEjysrKPpigxZAO7BnsV86MGTNw6tQpxMXFoX379rIOp8lTWVmJ4cOH4+nTp9zyByJCTk4Ojh8/joiICFy6dAndunXjxFZalm2fg9iNSLzWtmYN4DZt2ny0XrNYXBUVFWFhYSEVcX3z5g1GjRqFoqIi/PXXX5+Vpf0lVFRUoHnz5jhy5AiGDRvGtc+ePRuJiYkfLIgvFAqRm5sLXV1d7NixA/7+/nj9+vV7P4/Jkyfj6dOnOH369AdjCg0NRceOHeHo6AgA+PHHHxEWFoZhw4bh0KFD4PP53A3AlStXEBgYiNTUVLRo0QIaGho4ceIENDQ0mFNOHcME9itm5syZOH78OGJjY9GhQwdZh/NVQEQICQnBmDFj0KpVq1rfLygoQFRUFI4ePYrz58/D0NCQc/6pL0/bt2MqLi7mxPbNmzdo06YNVwP47WUxlZWVuHXrFuTl5WFhYSGVC7hAIMDYsWORm5uL6OjoWj+7usTGxgZWVlYICQnh2kxMTODu7l5rklNtODo6ol27djhw4ECt7xMRrK2t0a1bN+zZs+e9fQoLC+Hk5ITQ0FCYmpoCqBb7wsJC7N27F/7+/pg7dy43KyEnJ8eV2nz9+jX09fWhrKyMysrKJlnbuiHBBPYrhIgwc+ZMHDt2DBcvXkSXLl1kHRKjFsROMmJP2+joaOjr63OettJa6vK5MZWWlnJiW1paKlFwX05OTuriKhQKMX78eDx58gTnzp2TSdED8TKd7du3w87ODjt27MDOnTuRlJQEfX39dwzTHz58iBs3bsDGxgavXr3Chg0bEB0djYSEBBgYGAAAli1bBltbW3Tp0gVFRUUIDg7G77//jitXrsDa2vqD8VRUVEBRURG3b99GWVkZHBwcAFRnJk+aNAlz586Fv78/5xv8999/w87Ojtv+Q1WeGNKD3b58hcyYMQMHDhxAVFQUVFVVuUSNli1bskXlDQgej4dWrVrB29sb3t7eKCoqwsmTJxEREYGBAwdCR0eHG9laWlrWywWTx+OhRYsWaNGiBTp16sTVR3769ClSUlLA5/OhqKgIMzMzqYhrZWUl/vOf/yA9PR3nz5+XWUUhLy8vFBQUYPny5cjOzoaZmRn+/PNPrjpUdnY2l70LVC+/Wr9+PR48eAAFBQX0798fV69e5cQVAF6/fo0pU6YgJycHLVu2RI8ePRAbG/tRcQWqn51XVFTAx8cHZWVlCAoKgrOzMyZMmABFRUWMHTsWQqEQ3t7eCA8PR1hYGB49esStf2biWj+wEWw9Q0QgIpl+wd83xRgaGooJEybUbzCMf0VJSQlOnz6NyMhInDp1Cq1ateJs9qytrev9uZpIJEJ8fDwqKyuhoKCAoqIitGzZknP++Tc3biKRCNOmTcOtW7dw4cIFqRVgaMyIR57iEWx2dja8vLwgEong7+8PFxcXKCgoIDIyEj/++CP09fWRn5+Pc+fOwcjIiC3FqWeYwNYj4h+FmIYgtozGj9jTNiIiAidPnoSysjKGDBlSb562IpGIW7/Zo0cP8Pl8CAQCrmTjq1evoKqqylWR+pRKVSKRCLNmzUJcXBwuXryIdu3a1ek5NAbECUn379/H3r178eOPP8LIyAgvX76Eh4cHhEIh5s+fD1dXVygqKnLLrbp06QIdHR2W0CQDmMDWIwEBAbh06RIGDhyISZMmoWPHjrIOidHEEHvaRkREICoqCnw+n/O07dOnj9Q9ZEUiERITE1FVVQVLS8taL+AVFRUSJRtVVFQk6iO/PaKqqqrCnDlzEBMTgwsXLnxVRfrfh3jkeuvWLQwaNAhjxoyBp6cnevfuDR6Ph9evX2PYsGEoKSnBwoUL4eLiIrE+mD1zlQ1MYOuJFy9eYPLkycjMzISGhgbi4uJgbGyMBQsWYPTo0WzahiF1hEIhLl26xDn/CIVCuLm5wd3dXSqetjXFtUePHp80UhYXWhCXbFRSUoK2tjYqKipgbGwMoPpG9I8//sDFixfZTWgNnj17Bjs7O4wbNw4rV67k2nNzc6GtrY3S0lKMGDECaWlpWLduncSSIoZsYLc09cTNmzeRl5eH2bNn48KFC8jLy4OHhwc2bNiA+/fvyzo8RhNEQUEB3377LbZv345nz54hIiICqqqqmDVrFjp06ID//Oc/OHnyJMrLyz973+LKTyKR6JPFVRyTrq4uLCws0K9fP3Tu3BklJSVwcXFBly5dYGdnh0OHDuHs2bNMXN/i1q1b0NTU5MT1xIkTGDduHKytrREQEAAVFRVERkbC1NQUXbt2lXG0DIAJbL1x/fp1yMvLw8PDAwDQqlUr+Pj4ICcnB0ePHgXwT11RIoJIJKq30nkNlW3btsHc3BxqampQU1ODnZ3dRxfgM2qHz+ejX79+2LJlC548eYJTp05BR0cH/v7+MDAwgLe3NyIjI1FaWvrRfYmdgyorK2Fpafmvn/Hy+Xxoa2uje/fuSEpKQs+ePZGWloaKigp8++23mDlzJi5evAiRSPSv9t/U0NXVxePHj7F48WKMGDEC27ZtQ3l5Ofz8/LB27VpERUVBWVkZUVFRMDY2lkqpS8aXwQS2Hnj58iUSExNx/fp1/L//9/9w8eJFAEB8fDxycnJgY2MDoDr1XiQSgcfjgc/ng8fjfdUi2759e6xevRrx8fGIj4/n7N+SkpJkHVqjhs/nw8HBARs2bEB6ejrOnTuHjh07Yvny5TAwMMCYMWNw6NAhFBUVvbNtVVUV7ty5g4qKis8auX4IIsKWLVtw7do13Lx5E/n5+dizZw8qKirg5eWFmJiYLz5GY0N8U1FZWcm1GRsbY/78+Th16hSEQiH8/f0RFhaG//73v+jTpw+XQCm+ZrBnrrKHPYOtB/766y8EBgZyxc6PHz+OgoICWFlZwcHBAevXr+f6/vTTT0hKSoKDgwPGjx/PLRRnVKOhoYF169bhxx9/lHUoTQ7xyFRss5eRkYGBAwdynrZKSkrw9PSEs7Mzpk6dKpWEKSLCpk2bsH79esTExMDS0lLifbHQfE3Zr+KEpNzcXCxYsAA5OTkYOnQo3Nzc0L59e5SVlUlkYu/evRuLFy9GTEwMV9mJ0TBgtzj1wPXr1yEnJwdfX19s374dDx48wPz589GiRQvMnz+f6/f8+XMoKirCysoKBw8ehL29PSIiIt6736qqqq9mhCsSiRAeHo7S0lKJijQM6SEnJ4fu3btjxYoVSEpKQkJCAqytrRESEgIDAwMYGRnh/v37GDRokNRGrlu3bsUvv/yCM2fOvCOuQLWwSktcQ0JC0KFDBygpKcHKygqXL1/+YP+tW7eia9euUFZWhpGREVelqSYREREwMTFBs2bNYGJigmPHjn1RjGJxLS4uhq2tLfLz8yEvL4/NmzfDz88P165d48T1+vXrWLJkCebMmYOQkBCYmpp+NdeDRgMx6pRXr16Rp6cnjRo1iqqqqoiIqKqqigQCASkrK9OePXveu62Pjw/179+fCgsLiYioqKiIzp07R/n5+bX2F4lERES0a9cuiouLk/KZyIa7d++SiooK8fl8atmyJZ06dUrWIX11CAQCcnZ2Jl1dXbKwsCB5eXnq168fbdy4kdLT06mkpIRKS0s/66+kpIQ2btxIampqdOXKlTo/h/DwcFJQUKCdO3dScnIyzZ49m1RUVOjJkye19g8JCSFVVVUKDw+n9PR0OnjwILVo0YL++OMPrs/Vq1eJz+dTUFAQpaSkUFBQEMnLy9O1a9f+VYzi60NFRQWFhobS9OnTud/00aNHydHRkYYPH879tn/77TcaOXIknTx5UmJ7RsOBCWwdc+bMGTIyMqLly5dLtL9+/ZqUlJRo2bJlRET08uVL2rRpE3l5edGUKVPo6tWr9Oeff5KdnR0lJCQQEdHly5fJ1NSUvLy8aPfu3RQQEECZmZlE9I+4lpaWUrdu3cjb25uEQmH9nWgdIRAIKC0tjW7evEkBAQHUpk0bSkpKknVYXw1CoZA8PT3J3Nyc8vPzqaqqijIyMmjdunVkZ2dHfD6fevfuTWvXrqUHDx58ktiWlJTQ1q1bSVVVlS5dulQv52FtbU3Tpk2TaDM2NqaAgIBa+9vZ2dG8efMk2mbPnk0ODg7ca09PTxo8eLBEH2dnZxo1atS/jlMoFNKECRPIzMyMpk6dKvHe8ePHydHRkb7//nu6fv06ERG9ePGCiJi4NlTYFHEdo6mpibZt22Lp0qWwt7dHcHAwDh8+jEGDBkFdXR2Ojo6oqKjAwoULsWjRIhgaGuLNmzcYPnw4PD09kZWVxa0PfPjwIXJycvDo0SO8fPkSN2/exIABAxAfH88lNFy+fBlKSkro378/5OXlG/2UkaKiIjp37oyePXti1apVsLCw4MylGXXPkydPkJeXh5iYGLRu3ZrztJ03bx6uXLmCzMxMjBgxAidPnoSpqSkGDhyIzZs34/Hjx7V+94gI+/fvh7+/P6KiotC3b986P4eKigokJCTAyclJot3JyQlXr16tdRuBQPCOkbuysjJu3LgBoVAIoLqA/tv7dHZ2fu8+PwV5eXkYGhqiqKgIN2/eRHp6Oveeu7s7/Pz88OzZMyxevBgFBQVcjgZbR99AkbHAfzVkZ2dTUFAQWVlZkZGREY0cOZKioqKIiCglJYU6d+5M27Zt4/pnZmaSvb09ubq6EhFRQUEBTZkyhTp27EgVFRVERPTmzRsyNDSkZcuWcW1z5syhb7/9lhITE4mIqLKy8pPiayx3wAMGDCBvb29Zh/FV8SnfjaqqKnr+/Dlt3bqVBgwYQPLy8mRpaUnLli2jxMREKikpoZKSEgoNDSUVFRU6ffp0PURezbNnzwjAO1PRK1euJENDw1q3WbBgAeno6FB8fDxVVVXRzZs3SUtLiwDQ8+fPiYhIQUGB9u/fL7Hd/v37SVFR8ZNjE888vc327dvJzMyMpk+fTikpKRLvnThxgqKjoz/5GAzZwdx06gkdHR0sWLAACxYs4NYaqqioAADatm0LPp+P/Px8AEBxcTGOHTuGe/fucRnGDx8+REpKCkaNGsVlb5aXl8PS0hKPHj2CgoICBAIBEhISYGJiAhMTEwDVd7ZJSUkfzS4U3wFXVVWBx+M1iDticcm3b775BsXFxQgPD8fFixdx5swZWYf2VfEp3wUejwddXV34+Phg+vTpyM/P5wzkV65cCSMjIxgZGeHUqVM4fPgwBg8eXA+RvxtjTegDhe+XLFmCnJwc2Nragoigra2NCRMmYO3atRJJV5+zz7ep6cealJQEgUAAAwMDaGhoYOrUqaisrMTu3bshEong6+vLFY9wc3P75HNmyBY2RSwDVFRUOHEFADU1NcyYMQNr1qxB9+7d4evri6CgIMjJycHLywtA9Q8wLy8P7u7u3HaPHz9Geno6OnXqBAA4f/48ysvL4eDgAB6Ph4MHD2LQoEFwdHTEkSNHao2FiLBw4UJs374dxcXFkJOTaxDiClSXgBs3bhyMjIwwcOBAXL9+HWfOnMGgQYNkHRrjA/B4PGhqamLy5Mk4ffo0srOzMWfOHFy7dg3z58+vd4Fo06YN+Hw+Z8soJi8vD9ra2rVuo6ysjD179qCsrAyPHz9GVlYWDAwMoKqqyk3L6ujofNY+ayISiThxdXJywrhx42Bra4sZM2Zg//79AKptJadOnYrbt29jzZo1SExM/NxTZ8ga2Q6gGTUpKyujo0ePUmRkJE2aNInMzMyIqDoTefbs2dSnTx+J/vv27aN27dpx08ELFiwgU1NTmjRpEvXt25esrKxo9erVVFJS8t6p4tTUVOLxeKSrq0tycnLUo0cP2r17N71586ZuT5bBqEesra1p+vTpEm1du3Z9b5JTbfTt25dGjx7Nvfb09CQXFxeJPoMHD/6sJCcnJyfq06cPZWRk0J07d6hLly5kYWFBW7du5fr89ttv1LlzZzp37twn75fRMGAC20CprKyk9PR0IiK6efMmmZqa0owZM7j3i4qKaNasWWRpaUlE1an9/fv3p549exKPx6PIyMj3LuepyapVq8jQ0JAqKiooKyuLVqxYQRYWFhQUFFQ3J8ZgyADxMp3du3dTcnIy+fr6koqKCj1+/JiIiAICAmjcuHFc/wcPHtDvv/9ODx8+pOvXr5OXlxdpaGhwWftERFeuXCE+n0+rV6+mlJQUWr169UeX6dR8nr13716ysbGhV69ecTFoaWmRm5sbmZiY0I4dO7i+LHO+ccIEtpFw6dIlevDgAff61q1bZGlpSQsWLCAiopiYGOrRowctXbqU+vXrR+vWrSOijyc5WVhY0MKFC4nonx9/QEAAGRoacskcYt6XkMFgNAa2bt1K+vr6pKioSJaWlhJLhLy9vcnR0ZF7nZycTN27dydlZWVSU1Mjd3d3Sk1NfWefR44cISMjI1JQUCBjY2OKiIh47/HFiYhERFlZWZSZmUn/93//R0REy5Ytow4dOtCjR4/o+fPnpKurS507d6bAwEAiIok19IzGA0tyaiS8vZyhoqICZWVlGDJkCADg9OnTaNWqFX744Qfo6ekhKCgI3t7e0NTUfO8+MzIykJKSAmNjY6SmpnLLgYqLi9G+fXu8fv0aurq6XH/xUiCRSPTOs1r6jOQOBkMW+Pj4wMfHp9b3wsLCJF537dqVM5H/ECNGjMCIESNqfa/mb0IgEHD2gC4uLrCysoKfnx9GjRqFgoICREdHIygoCJ06dUJZWRm6du0KeXl5dO7cGcA/yVTsN9a4YElOjRQbGxukpKTAzs4ORIT09HRoampCR0cHkyZNgpycHFfa7X2uGsePH4e8vDwKCwthZ2eHtm3bwtXVFSdPnsSwYcNgaGgIoFqIN23ahOPHj0MkEnFGBMA/xcg3btyIXr164eXLl/Vw9g2fVatWgcfjwdfXV9ahMGRATXFduXIlfv31VwBAdHQ0CgoKMGPGDLRs2RKKiooQiUR4+vQp8vLyAABZWVlQUVHBzz//jB9++EFm58CQArIdQDO+lJpTRtnZ2dz/+/bto44dO9KzZ8/eu22vXr3Ix8eHiIhyc3MpJCSETE1NadeuXVyf8vJyioqKogkTJlDXrl2pVatW5OfnRwKBgIj+mYK2tbUlT09PKikpker5NUZu3LhBBgYGZG5uTrNnz5Z1OIx6puZvcsmSJaSoqEhpaWk0d+5cGjduHM2dO1ei74sXL8jT05Ps7e1p5MiRpKurK5GQxaaFGy9MYJsoBQUF5OvrS4cOHar1/cePHxOfz6e//vpLon3y5MnUq1cvysnJ4dpqllyMiIggU1NTrv4pEVFxcTHxeDw6fPgw11ZVVfXJRS6aEsXFxdSlSxeKjo4mR0dHJrBfMWvXriVVVVW6evUqEVX/tng8Hrm4uFBZWZlE39u3b9OcOXNozJgxtGLFCq6diWvjhgnsV8qmTZuobdu27yQu7d69m3g8HlfjNC8vjw4ePEhbtmyhO3fuEFF1vdX//ve/3DY7d+4kTU1NLgnr7YuCSCT6ai4U48ePJ19fXyIiJrBfMVu3biUej0d+fn5EVP2bEIlEFBgYSHJycrRz5853tnn7N/I13qA2NViS01dKamoqsrOzMWzYMIwdOxb9+/dHbGwsNm3aBDMzM7Rp0wbp6enw9PREZWUldHV1sXTpUrRu3RrPnj1D//79UVFRAUVFRYSGhmLgwIHQ0dEBAFy5cgXHjh1Dx44d4enp+cFEq6ZEeHg4bt26hZs3b8o6FIYM2bx5M+bNm4dhw4Zh9+7d6NixI6ZNmwYej4elS5dCKBRi+vTpkJOTw6RJk2rdBxF9VR64TRZZKzxDdty9e5dmzpxJOjo6pKmpScbGxuTg4MBZci1cuJBMTU3p6tWrVF5eTqWlpbR8+XLS0dHhpp7Ly8tJTk6O9u3bx92BBwcH0+zZs8na2po0NDRo0aJFVF5e/s7xq6qquL/GTlZWFmlpaXFFP4jYCPZrZN26daSoqEgxMTFUXFxMAQEBpKqqSlu2bJHoFxgYSIqKihJrXRlNDyawDCIiysjIoEuXLnHJS0REixYtIlNTU3r69CnX5uPjQ926daPbt28TEdGePXtIQ0NDoiB5TcE8e/YstW/fXqLQelpaGuXl5Ukcv7EL7bFjxwgA8fl87g8A8Xg84vP5bLrvC9m6dSsZGBhQs2bNyNLSkmJjYz/Yf9++fWRubk7Kysqko6NDEyZMkCi8EhoaSgDe+avtRvBzWLp0KYWHh3Ovnz9/Tj/99BOpqqrShg0bJPquXLmSeDweK9zfhGECy3gvjx49IkNDQ7KxsaF169aRq6srNWvWjGbNmkUvX74kouryccOHD6fi4mIiqq46tWHDBpo3bx5duXKFCgsL6fvvv+d8b4VCIc2ePZs6depE58+fpy1btlBaWprMzlFaFBUV0b179yT+evbsSWPHjqV79+7JOrxGzeeapV++fJnk5ORo8+bNlJGRwfkoe3h4cH1CQ0NJTU2NsrOzJf6kRc3chpycHFq+fDmpqanR2rVrJfrVNHBnND2YwDI+SHZ2Ni1btozmzp1LmzZtombNmnHLeCorK6lZs2YUFhZGRERxcXGkoaFBgwYNohEjRlD79u2pTZs2pK6uzpVefPToEbm6upKamhpNmzaNvvvuO2rVqhWtWrVK4rg1R7NCobBRVpFiU8TS4XPN0tetW0cdO3aUaAsODqb27dtzr0NDQ6lly5ZSj/V95Obm0sqVK0ldXZ1Wrlz5zvs1M/UZTQcmsIxPpqysjI4dO8ZNB+/YsYN4PB6lpqZSZWUl+fn5kbm5OVVUVJBQKCSBQECBgYGkoKBAycnJRER0/Phx0tTUpI0bN1JpaSkREc2fP5969uxJubm5EscT12htrDCB/XIEAgHx+XyKjIyUaJ81axb17du31m2uXLlCioqKdOrUKaqqqqKcnBzq27cvTZ06lesTGhpKfD6f9PT0qF27duTq6kq3bt2q03N58eIFrVu3jng83js+soymCcsiZnwyysrK8PDw4F7r6elh0aJF0NbWBp/Ph5ycHCorKzm/2kePHuHOnTswMDBA165dIRKJkJiYCG1tbUyaNAnNmzcHABgbG+P06dP43//+By0tLaSkpCA8PBxxcXF48uQJnJycMGvWLK6UoxhxhSpxCceGxsWLF2UdQqMnPz8fIpHoHQs4bW3td6zixNjb22P//v3w8vLCmzdvUFlZiaFDh3LVlIDq71xYWBi6deuGoqIibN68GQ4ODrhz5w66dOlSJ+fSpk0beHt7o2PHjhg+fHidHIPRsGiYVyZGo8DZ2Rk///wz1NXVAQBDhw6FSCRCly5d4OfnBx8fHxw/fhyjR48GAKSnp+P27duwsLCAmpoagOqays+ePYNQKISFhQUAYNSoUQgPD8fgwYPx888/Izs7GwEBAUhPT5c4vpycHCeu7ysHyWgafI6xeXJyMmbNmoWffvoJCQkJOHPmDDIzMzFt2jSuj62tLcaOHQsLCwv06dMHhw8fhqGhoYQI1wWampqcuIpEojo9FkP2sBEsQ2rY29vj9u3bCA8PR1ZWFkaOHImYmBi4uroCAB48eICsrCz4+flx22RnZ+PatWuwsrKCvLw8goOD8ejRIyQmJnIjCXd3d0RFRXGjmEePHuHUqVPIzMyEh4cH+vXr12BHsYwv49+Ypa9atQoODg7c98zc3BwqKiro06cPVqxYIWFgIUZOTg69evVCWlqa9E/iPbB1rk0fJrAMqaKsrIyJEycCqB5l6OnpwdraGkSEuLg45OTkwMnJiev/8OFDJCcnY+3atQCqDQhGjBghMU3XvHlzjB49GkSEM2fOwNvbG/b29lBQUMD48ePRq1cv/P7779yUc01EIhF4PB4T4EaKoqIirKysEB0djWHDhnHt0dHRcHd3r3WbsrIyyMtLXtrEYkZEtW5DREhMTES3bt2kFDmDAVZoglH3iDOCExISaPPmzVy7UCiklStXUufOnbnarJqamrRt2zaJ7cU+mleuXCEHBweaOXMm915WVhZZWVnRr7/+yrW9ePGCbty4UWfnw6hfPtcsPTQ0lOTl5SkkJITS09MpLi6OevbsSdbW1lyfwMBAOnPmDKWnp9Pt27dp4sSJJC8vT9evX6/382M0XZjAMmRGQUEBeXl5kZOTExERFRYWkru7Ow0fPrzWwgw///wztW3blhQUFMjBwYFb7jB9+nTy8vIiomoD7L59+5K+vj6pqanRyJEj2UWzFpYuXfpOkQVtbW1Zh/VePscsnah6WY6JiQkpKyuTrq4u/fDDDxIFU3x9fUlPT48UFRVJU1OTnJycuKL8DIa04BG9Z86EwagnXrx4wdUrPn78OBYsWIAlS5bAw8MDxcXFUFFRgby8PObNm4f79+9j9+7diIiIQEREBFJTU1FcXAwfHx9s2bIF5ubmMDExwYYNG5CTk4PVq1fD2NgYy5YtY2bVNQgMDMTRo0cRExPDtfH5/K+mbjSDUR+wZ7AMmVPzoj5o0CAkJydj5syZmDdvHgYPHowpU6bA1taWWwbUqVMnzJ8/H/Pnz0dGRgYuX74MAwMDAICWlhYUFBSgoKAAS0tLbNq0CSUlJR/MOv1akZeX5wwaGAyG9GGZH4wGhYqKChYuXIiCggJERERg2LBh3PKdfv364fnz54iMjOT6d+zYEd7e3nB0dARQPTJ78OABpk+fjosXL6Jt27YwNDRkSU61kJaWhrZt26JDhw4YNWoUMjIyZB0Sg9GkYFPEjEaFv78/fv/9d9jY2MDNzQ1ZWVkYP348OnTowIloSkoKgoODER0djc2bN3PLhBj/cPr0aZSVlcHQ0BC5ublYsWIFUlNTkZSUhNatW8s6PAajScAEltHouHXrFkJDQ3H37l2YmJhg1apVyM/Px6FDh+Dj44NWrVoBAPr27Yvu3btj48aNbM3hRygtLeWm3ufMmSPrcBiMJgF7BstodFhaWsLS0hJAtTCoqKggNTUVhw8fRlxcHLy8vNCyZUukpaXBysqKiesnoKKigm7dutVroQUGo6nDBJbRqFFRUQFQXfouKioKv/32G4KCgqChoYGJEydiypQpMo6wcSAQCJCSkoI+ffrIOhQGo8nApogZTZLXr1+jZcuWLHP4PcybNw9DhgyBnp4e8vLysGLFCly6dAn37t2Dvr6+rMNjMJoEbATLaJKIDQgYtfP06VOMHj0a+fn50NTUhK2tLa5du8bElcGQImwEy2AwGAxGHcAWBzIYDAaDUQcwgWUwGAwGow5gAstgMBgMRh3ABJbBYDAYjDqACSyDwWAwGHUAE1gGg8FgMOoAJrAMBoPBYNQBTGAZDAaDwagDmMAyGAwGg1EHMIFlMBgMBqMOYALLYDAYDEYd8P8BBymTzJInJ7AAAAAASUVORK5CYII=", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(\n", - " agent.solution_terminal.labor_leisure.v_func,\n", - " [0, 5],\n", - " [0.85, 1.2],\n", - " meta={\n", - " \"title\": \"Value function\",\n", - " \"zlabel\": \"Value\",\n", - " \"xlabel\": \"Bank Balances\",\n", - " \"ylabel\": \"Transitory Income\",\n", - " },\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:50:41.670379Z", - "iopub.status.busy": "2024-02-29T22:50:41.669379Z", - "iopub.status.idle": "2024-02-29T22:50:42.097083Z", - "shell.execute_reply": "2024-02-29T22:50:42.097083Z" - } - }, - "outputs": [], - "source": [ - "agent.solve()" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:50:42.101083Z", - "iopub.status.busy": "2024-02-29T22:50:42.101083Z", - "iopub.status.idle": "2024-02-29T22:50:42.513275Z", - "shell.execute_reply": "2024-02-29T22:50:42.513275Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(\n", - " agent.solution[0].labor_leisure.labor_func,\n", - " [0, 15],\n", - " [0.85, 1.2],\n", - " meta={\n", - " \"title\": \"Labor function\",\n", - " \"xlabel\": \"Bank Balances\",\n", - " \"ylabel\": \"Transitory shock\",\n", - " \"zlabel\": \"Labor\",\n", - " },\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "jupytext": { - "formats": "ipynb,py:percent" - }, - "kernelspec": { - "display_name": "egmn-dev", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.13" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/code/examples/example_ConsPensionModel.ipynb b/code/examples/example_ConsPensionModel.ipynb deleted file mode 100644 index a6e87609..00000000 --- a/code/examples/example_ConsPensionModel.ipynb +++ /dev/null @@ -1,775 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "collapsed": false, - "execution": { - "iopub.execute_input": "2024-02-29T22:50:44.514382Z", - "iopub.status.busy": "2024-02-29T22:50:44.513381Z", - "iopub.status.idle": "2024-02-29T22:50:44.525408Z", - "shell.execute_reply": "2024-02-29T22:50:44.524903Z" - }, - "jupyter": { - "outputs_hidden": false - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [], - "source": [ - "import sys\n", - "\n", - "sys.path.append(\"../\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "collapsed": false, - "execution": { - "iopub.execute_input": "2024-02-29T22:50:44.528424Z", - "iopub.status.busy": "2024-02-29T22:50:44.527424Z", - "iopub.status.idle": "2024-02-29T22:50:46.716944Z", - "shell.execute_reply": "2024-02-29T22:50:46.716278Z" - }, - "jupyter": { - "outputs_hidden": false - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\numba\\core\\decorators.py:262: NumbaDeprecationWarning: \u001b[1mnumba.generated_jit is deprecated. Please see the documentation at: https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-generated-jit for more information and advice on a suitable replacement.\u001b[0m\n", - " warnings.warn(msg, NumbaDeprecationWarning)\n" - ] - } - ], - "source": [ - "from egmn.ConsPensionModel import PensionConsumerType\n", - "from egmn.utilities import plot_3d_func, plot_scatter_hist\n", - "\n", - "figures_path = \"../../content/figures/\"" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "collapsed": false, - "execution": { - "iopub.execute_input": "2024-02-29T22:50:46.719942Z", - "iopub.status.busy": "2024-02-29T22:50:46.719942Z", - "iopub.status.idle": "2024-02-29T22:50:46.748044Z", - "shell.execute_reply": "2024-02-29T22:50:46.748044Z" - }, - "jupyter": { - "outputs_hidden": false - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [], - "source": [ - "agent = PensionConsumerType(cycles=19)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "collapsed": false, - "execution": { - "iopub.execute_input": "2024-02-29T22:50:46.751046Z", - "iopub.status.busy": "2024-02-29T22:50:46.751046Z", - "iopub.status.idle": "2024-02-29T22:51:35.072017Z", - "shell.execute_reply": "2024-02-29T22:51:35.072017Z" - }, - "jupyter": { - "outputs_hidden": false - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\interpolation\\splines\\eval_splines.py:232: NumbaPendingDeprecationWarning: \u001b[1m\u001b[1m\u001b[1m\u001b[1mCode using Numba extension API maybe depending on 'old_style' error-capturing, which is deprecated and will be replaced by 'new_style' in a future release. See details at https://numba.readthedocs.io/en/latest/reference/deprecation.html#deprecation-of-old-style-numba-captured-errors\n", - "Exception origin:\n", - " File \"C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\interpolation\\splines\\eval_splines.py\", line 116, in __eval_spline\n", - " kk = (order).literal_value\n", - "\u001b[0m\u001b[0m\u001b[0m\u001b[0m\n", - " return _eval_linear(*args)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\interpolation\\splines\\eval_splines.py:232: NumbaPendingDeprecationWarning: \u001b[1m\u001b[1m\u001b[1m\u001b[1mCode using Numba extension API maybe depending on 'old_style' error-capturing, which is deprecated and will be replaced by 'new_style' in a future release. See details at https://numba.readthedocs.io/en/latest/reference/deprecation.html#deprecation-of-old-style-numba-captured-errors\n", - "Exception origin:\n", - " File \"C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\interpolation\\splines\\eval_splines.py\", line 116, in __eval_spline\n", - " kk = (order).literal_value\n", - "\u001b[0m\u001b[0m\u001b[0m\u001b[0m\n", - " return _eval_linear(*args)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\interpolation\\splines\\eval_splines.py:232: NumbaPendingDeprecationWarning: \u001b[1m\u001b[1m\u001b[1m\u001b[1mCode using Numba extension API maybe depending on 'old_style' error-capturing, which is deprecated and will be replaced by 'new_style' in a future release. See details at https://numba.readthedocs.io/en/latest/reference/deprecation.html#deprecation-of-old-style-numba-captured-errors\n", - "Exception origin:\n", - " File \"C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\interpolation\\splines\\eval_splines.py\", line 116, in __eval_spline\n", - " kk = (order).literal_value\n", - "\u001b[0m\u001b[0m\u001b[0m\u001b[0m\n", - " return _eval_linear(*args)\n" - ] - } - ], - "source": [ - "agent.solve()\n", - "\n", - "T = 0" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Post Decision Stage\n" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:35.076038Z", - "iopub.status.busy": "2024-02-29T22:51:35.076038Z", - "iopub.status.idle": "2024-02-29T22:51:35.421142Z", - "shell.execute_reply": "2024-02-29T22:51:35.420141Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].post_decision_stage.v_func.vFuncNvrs, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:35.425168Z", - "iopub.status.busy": "2024-02-29T22:51:35.424651Z", - "iopub.status.idle": "2024-02-29T22:51:35.746252Z", - "shell.execute_reply": "2024-02-29T22:51:35.745379Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].post_decision_stage.dvda_func.cFunc, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:35.748891Z", - "iopub.status.busy": "2024-02-29T22:51:35.748891Z", - "iopub.status.idle": "2024-02-29T22:51:36.057781Z", - "shell.execute_reply": "2024-02-29T22:51:36.057781Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].post_decision_stage.dvdb_func.cFunc, [0, 5], [0, 5])" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Consumption Stage\n" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "collapsed": false, - "execution": { - "iopub.execute_input": "2024-02-29T22:51:36.062522Z", - "iopub.status.busy": "2024-02-29T22:51:36.061970Z", - "iopub.status.idle": "2024-02-29T22:51:36.525087Z", - "shell.execute_reply": "2024-02-29T22:51:36.524582Z" - }, - "jupyter": { - "outputs_hidden": false - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].consumption_stage.c_func, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:36.529101Z", - "iopub.status.busy": "2024-02-29T22:51:36.528102Z", - "iopub.status.idle": "2024-02-29T22:51:36.836241Z", - "shell.execute_reply": "2024-02-29T22:51:36.835414Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].consumption_stage.v_func.vFuncNvrs, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:36.838350Z", - "iopub.status.busy": "2024-02-29T22:51:36.838350Z", - "iopub.status.idle": "2024-02-29T22:51:37.180522Z", - "shell.execute_reply": "2024-02-29T22:51:37.180522Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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wgP7+/ocev9bR45NOIT/I+nBycpLx8XEuXbrEjRs35hhIZLPZx7rGh4nrF7/4Rfbv35/sA6fimvJ+IBXTlBUzP60bD8ZeDDMzM4yMjOC6Lq+//vqi/HCfluHgj4t268PJyUn6+vrI5XJMTExw48YNTp8+jed5c9LCT8L6MP7swjBMPIPDMCQMwwcWNKWD0lPeK6RimrIi5veOxlHKo7DWcu3aNc6cOcOWLVvYtm3bkqpZ38uR6aOQUtLd3U13dzdAMmpucnLyqbA+jF2t4v/ix9oHGrTPcp3vK5yKa8qzSCqmKcuivXe03RJwMULn+z4nTpxgcnIymfSyFN5vkemjWKz1YVwtvNbWhwv9bpYyKH1+Wjgl5VkgFdOUJWOMIQiCBat1pZRJT+lCTE5OMjIyQqFQ4PXXX19WxPR+j0wfxULWh7G4rrX1YfzZLWbyz2LFtd20PxXXlKeVVExTFk1772hcTTr/ovkgobPWcunSJS5cuLDiSS9pZLo0XNelv78/KexayPpwvrgu1/pwsWI6n0eJKyzszpSKa8rTQiqmKYtifpHRg/a2hBD3RaaNRoPjx49TqVR4+eWX6ezsXNFaHiWmK913e9oj05UK/oOsDycnJzl16hTNZpPOzs4VWR+udI0PEtf2iTjts1xTcU150qRimvJIltI7Ot9QIZ700tXVxWuvvbYqe3VrHZk+7WK62izG+rBdXIvF4gNFay1/L/PFNf5expHrfHGNq4VTUh4HqZimPJD26svFWgK2t0dcuHCBK1eusHv3bjZs2LBqF7aFot/V5P0mpu08zPpwcnLykdaHy03zLmedj5rlmopryuMkFdOUBVmuJWAcObz55psEQZBMellN1vKCmF5s57IU68NSqURHR0fyvMe9zsUMSp9f0JT+vlNWi1RMU+4jnnm5VIN6gHv37gGQz+fZu3fvmszwXExk+l7dM33Sa3uY9eG9e/e4cOECAKdOnaK7u5uuri6y2exTJ64zMzMYY+jv70/HzaWsCqmYpiTEad24Wnepk15Onz7NjRs3ANi1a9eaDcNOI9Onh/nWh/V6nb/5m78hl8tx584dzp49i+u6SeQai+vjpl1crbVMTk5Sq9UolUrpoPSUVSEV0xTg4b2jj2L+pJe/+qu/WtMIajGRqTFm2Wt40tHfs0z8nRkeHkZKSRiGTE1NJUPSz5w581RYH1prk33U+PcdZ2RScU1ZDqmYvs9ZTO/ow4gnvWzcuJGdO3feV4iyFjxqfRMTExw9ehRrbZJqXOxF+/1YzbsWtJvgz7c+jMX1SVoftk/daV9r/G8QiWuj0aDZbAIL97mm4poSk4rp+5h2S0BYWn9mEAS8++67jI6OcvDgwcRtJ36dtay2fdDrtxtDbN26lWw2O8evNp/Pz4mIFnL9SS+OK+NR1bxaa3p6ehILyXbrw8uXL1Mul+f8ntbK+jDexliIdnGdP8u10Wg80LQ/nYjz/iYV0/cp7b2j7f17i2F6epqjR4/ied6Ck17WOrpb6ILVbDY5fvw45XKZl156iXw+TxiG9/nVjo+Pc+HCBWq12gNdf9LIdPksdc7qk7I+NMYsek//QePm5g9Kj8U1HTf3/iQV0/cZy+kdbX9uPOlleHiYbdu2LdoFaTWZL9ax329HR0diDBE38sfMv2g3Gg3Gx8eZmJjg1KlT+L5PZ2dn8n7izyZlaaz0RuRxWR+uZLh6Kq4pC5GK6fuI5faOwtxJL4cPH072wBZivgvSahOLqbWWy5cvc/78eXbs2MHmzZsX/X48z2PdunWsW7cucf0ZHx/nxo0bVKtVvvzlL89JCefz+afmQvi0rONBrOb6FrI+jCPX+daHpVKJzs7ORd0ErebN0mLFdaGJOE/77zJl8aRi+j7BGMOdO3cYHx9/YET5IOKCnmKxuKhJL48jzRuGIUeOHGF6epqXXnqJUql03zFLeb3Y9ccYw9TUFFu2bGF8fJyxsTEuXLiA1nqOuD6J9o5ngZVEfIshtj5svwlajvXhWq7zQeIaFzTV6/Vk1msqru8dUjF9j9PeO1qtVrl37x7bt29f9HPjgp6lRH6PGsO2UuILaE9PD6+99tqaVH/GxgSbN29OBHZiYoJbt25x5swZMpnMHHF9nMO3n2Ye537zQtaH1Wo1EdeHWR8+rABpLdbZ/nfTPig9DMMHtuKk4vpskYrpe5j5ad34LnkxNBoNjh07Rq1WW/Kkl7WKTK21XLlyhcuXL5PNZjl06NCqX2wWej0pZXIxhqiSOU41XrlyhZMnT1IoFOZUoK7WfNBnjbWOTB+GEIJ8Pk8+n2fDhg0PtD4slUrUajUymcwTWe+DJuLEtQzxv8dp4XZf4VRcn17en3/x7wPiaLS9yEgptaiI8d69exw7doyenh5eeOGFJQvDWhQgxXu2U1NTDA8PMzk5+dALy1raCWqt6e3tTSqFm81mcsE+d+4c9Xqdjo6OOUUyqxUFPQuVxk/LBX8h68Nyucz4+DhTU1Ncu3aNW7du3Ze+f1rENQgCxsfHuXXrFrt3775vzzUV16eLVEzfY8zvHW1PFT1K5IwxnD9/nitXrrBnzx7Wr1+/rD/W1S5AmpqaYmRkhHw+z2uvvca9e/eYmJhYtddvZznv13VdBgYGGBgYAJizj3fz5k2CIJiTaiwWi+/Zi+CTjEwfhZSSjo4OOjo6mJiYoL+/n3w+z8TERGJ96DjOE98bbxfX+AZACJEMSm+PXNtN+9Pq8ydLKqbvIeLe0Vgw59+5Pmwvs1arcfToUYIg4NVXX6VQKCx7HauV5rXWcvXqVc6ePcu2bdsYHh5O3tNaRmgrfe3580HjEWZxWhiYc8HO5XJPrQAtlWchcoZZ04ZSqUSpVGJ4eDixPpycnEz2xp+09WHcDxsXLMVrj2+a4xawhdyZUnF9vKRi+h6g3RLwYb2jDxLT27dvc+LECdatW5ekk1bCahQgBUHAiRMnmJiYuK8VZ7FiupwL+1rswbaPMGtPNY6OjnL+/Pk50VB3d/djv2CvNs/CjcFCrTFLsT6MMw1rXXi20DoflBaOJ+JAKq5PglRMn3GW0js6X+TCMOTMmTPcvHmT5557LunlWykrjRynp6cZGRkhm83y2muv3Scui3n9lZx/LaOr9lTjli1b5hjB37hxg9OnT5PNZudEQ2thp7dWPM1p3nYWs84HWR9OTk4mhWdrbX24mH7YhcQ1vrmOI1chRCqua0wqps8w7ZaAiymjb9/LLJfLHD16FCklr732GrlcbtXWtdwCpHaHpa1bt7J169YHOiytleA9biFYKBpqrz49ceLEHMefpz2N+rSvL2Y5rTGLtT6Mo9bVqOpejrlEvJ8asxhxjauFU5ZPKqbPIMu1BIwj0xs3bvDuu++yadMmduzYsep3qMspQAqCgJMnTzI+Ps6hQ4eSaGAhnvY905Wgtb7P9rDdTq9er3P58mVqtRrd3d0PNCV4UjwrkakxZsXrfJj1YVzVvVLrw9VwanqYuDabzSSqXahaOGXxpGL6jLESS0BjDMYYzpw5c9+kl9VkqZHpzMwMR44ceWBad6HXX8vI9GmKrtrt9Ky1vPnmmxSLRSqVCtevX8cYk0RC3d3dT9z28FkR07VY53zrw3q9nohru/Vh/PtaTMtUnHVaTRYrrum4uaWRiukzxEK9o4tlenqaI0eOAPDKK6+salp3PouNTK21XL9+ndOnTz/UOH8+T5vgPS7ii2B3dzcDAwMLmhK0G0x0d3c/sdaOp53HMcggk8nc5/88v2XqUdaHj2Od7eKaDkpfPqmYPgO0947Gez1LmfQSt5ds2rSJS5curXkF4mLELp6Heu/evUemdZfz+svlWRLqhUwJpqen5/RNtrd2dHd3r/nv/v0cmT6MpVoflkolisXiY59e1O4pDKm4LoVUTJ9yjDEEQbCstG6z2eTEiRNMT09z+PBhOjo6uHTp0pr65sKj07wzMzOMjIzgeR6vvfbaffNQF/P6jxK85f5hP+0XhIe974X6JuMCmaUMSF+r9T1NPE5v3oV4mPXh5ORkYn2otSabzSZD05+EOxMsLK6NRuOhrThP+9/SapOK6VNK+z5GfBe9nEkv8YxP13UTgVvrC97D0rzXr1/n1KlTbNmyhW3bti3rgvZeLkBaTZRS97V2xJHQowakr4Rn4SK6GgVIq8mDrA/PnDlDrVbjrbfeQik1pw3nSZh9tIvr/HFzd+7c4ebNm+zbty+Z5RoXNb0fTPtTMX0KmV9ktBQhtdZy8eJFLl68eN+kl/h/n0RkGoYh7777Lnfv3uWFF15IfG2X+/rvldaYx4njOHOqT9sLZN599905e3hxpfBSP480zbs6xP3IuVyOfD7Ppk2b5qTwz50791SMBWy/NsU3//HN9PttUHoqpk8ZS+0dbader3P8+PEHTnpp9/tcS+ZHpuVymZGRERzH4fXXX19yWnc+a5nmhfdOZPoo5hfIzN/DA+ZUCi8mEnpWPrsnneZdLO12gvNT+LG4zrc+jH9nK/07WyphGM4xg3jYoPT3orimYvqUsNze0ZjR0VGOHz/+yEkvj0NM28VuLXpa3++R6VqscaE9vJmZGSYmJrh37959A9K7u7sXvFg/7REfzNrvPe3rhAdX87anfGGu9WG8lTLfSetxWB/O3yZoj1wfJq5KKc6fP8/o6Cjf9m3ftqbrXCtSMX0KWGnv6Llz57h69eqiJr0s151oKcQTLk6cOMGdO3dWvad1sWK63Ivl0x5dGWuYDsaZCSaohtNUzSQNU6Np6kghqYeThPiENiAjczTMJJbod+7KHMY2AYtAooWLKxXGGpTQCKvIqBwWgxIOqseloy9H0RoatSa18gRj9xrUrtTxnDyljh66OvroKfWR9Tow9unai1yI+Pf7rESmi1nnfOvDhWburrX14WJ6Yh8krsYYPve5z/GVr3wlFdOU5WGM4d69e1y5coXnn39+SReiarXK0aNHMcYsetLL44hMgyDg7t27yci0tdjLeb9EpqEJud28yqXaWW7WLzOVH+XrtTKZOzlc4eBIibEBFosnPHxbwWAAS14VmAquYIk+q6zsoBzcjV5YgEcWRBOLQSAQKLSQhIGPILphcYWLoY7FYLHInEDkITBl6mGTe6aJU8vR9G+DDEH4ZLuGuXVnDCU9tMiQl0NYGgih0SKDJkdWRfuxSmTQIosjOpBCokQWLbLJ/8b/X4oMUqzO5ap9qtLTznJbYxaauTvf+nC1B9rHad6l0C6u8ZqeVVIxfULEad3YL3NiYmJJf9zLnfSy1mJ68+ZNbt68ST6f5+WXX16Tu//Vnpc6n6chMp3wx3l76iuM+lepmhmMDTFUuZe5DhY2iW3caZ4jJJpbuzmzk6uNkeT5mzI7udZ4p/WTZb27h1uN40mE2u9uYSI4R9NWAcjLHrRUzIS3AVBo+t1hbvvHk9fsd3YzEZzBtM6Zl/1kNVTVZQAEkkxzI03vCiLQSAzSlpjRV9DKRQpNIDwcMU7dhAjAWtDCxVDDEGIJwRo86VI3dzC2SWBrdKpdlMOTKJFDiSw5tRmoIYQTPUaWjOoGbOuYHFqUkEIlP0tyKJnHhA7Ixlr96laV1eozfZD14eTk5KpZHy5HTNupVCqpmKYsjfm9o0qpRQtcGIacPn2aW7duLWvSy1oJUbyu27dvMzg4OGf+4lqwGFOIarW65N68Jx2tlIMZvjL1Za7XLnI3uEQlnGbQWU9eu0CGLn+IYiaHEIZ+dxMCgSME9XCKkh5Eochqj3J4l4LqRaLoUN2Uw3sUVR8g6NJ9VM0YBd2HQJKVnTTtTOv/l9DSRVmDEQH97j6w4AiXwFbpcrZhrUELF6jh2wo52Y+1kNOdTHIWhMXik7ebKHMasBCCE3Tj6IAZEQ12F0i6nD2MBV9P3n+H2kpgb1MPZgCQeHToYaaDI0g8LJasGqRpriOERlgHIxpYpimb64BoPc8B0cDiY22AMT6e6qYRXiG0dTr3lbkw8wcYcQ2BgxQ5tOjGld1YmkiRQ4o8rlyHoIkU+eg/Cq0oOfpZiHxyrCCHEKv7nV8r04bFWB92dHTMEddHrcMYs6LotlKpkM/nl/38J00qpo+RB/WOaq0TYX0YcVWsUmrZk17WIjKtVCqMjIwkE2hu3rxJpVJZ1XO00z5qaiHxm5qaYmRkhFqtllQ4xpNZFlOE8aQi0wuV83xu7E9wBShpyIk8g9kBbjbOMhGG5GQBV2pumWvQgJLuQxIwGt4DoFP1YWWDO81oAHlOdpKRHrea7wKghUO/u4mbzZHWGS2D3l5uNUeSiLVLb6QaXKNhpgFwyNOh+xhLIlTLoLuv9XP0ORXVEEZUmQzOgABhXHq8bVTCm+REPxKXLD007DjGN8igAFbjOg5N69Oh9yGlQAsPywzK9uFQAgOOzFIOLgJgqNOhdzMdvJOc2xP9CCGYMTeT9XU6L1AOvpp8rq4YQAlJOTifHGOrw/jFd5E2ixAaJQoI6pFIo8FO4agCtfAiQrS+ExaU8DB2EkQTY5to+gjsJQzTQBNFHxm1AWPHkCKHII+jtmOZRhCJryCPkkUEGYTItQS5AyEyyTEQPb4W3rwLsZD1YZwWXqz1YRiGKypyqlQqa+YX/jhIxfQx0W4JCHP3Ch4lcNZabty4walTp1ZcFbvaYhqnm9evX8+uXbuSiHSt92XhfjGd7/W7bt06ZmZmGB8fn+MAFAtrqVRasPrwcWOt5S/H/4LzlZN40nC1cZYO1c2QO0BAgw3eNlzh0LAzzPhTFEUPPV4/k/51mraJIzz63I1MBVephw0kim5nA/VwkunwLo7IkFddOEJQDu6SVz1oXHK6RN1MUdIbkUKRkx0EtkyWIYTegMIDAiCkrxWhetLDN9OU9FasDXFknqYdxxqLJo+1Em08xv2T8buj332eSf9tkIALucwQxpZpMkYTIAS3sglyl5LPJK+2EDBGOYxuDAQOnc4u6uElPDmAFB4Z2Y81UwihcGQfAoUSLpY6BX0Qaw1CKKT1CWwZRw5hTZ2MXE+9EPlUG8q4cpDQXKNpp1pnlxT089SDN5L1OHITwlbwzb3kfWX1SzTCN5NjtBjEER6huYIQGaxtIEUvfngSIRSgwCqkcAnDanQDY8NWZFzD2jLYBpYqWu7CmrfYu8dDyiKVylYkIaBaYptHyY0ImtASZOiIBFpGYowoAHkQueg/Fmfy0G59ODQ0dF/b1LVr15IBC3EbTrFYTNO8T3oB7wfiaDQWmPlCGIvPQpFWPJpsbGxsxWYHsHrVvMYYTp8+zc2bN3n++ecZGBiYc461HrANcyPI2BRidHSUQ4cO0dXVRbPZnDMrNC7CGB8f58yZMzQajftMCua/7lpTC2r8+rV/S9PMMJTppmKqlFQ3Oa251IiiwU3edq41TmIIQRmGxDbuNs61LtCw3tvKuH8FhUKQpcfZwFRwncBGxUUdapB6eJcKUbYgK0tIBXeakeAJJOvcHdxuvp2sq9fZwWRwjtBGe4sZUSKnstxpXm8dEYnkmH8seU5RbaIRjOGre2iRxxF5iqoP30xQ1NuQaFzZiaG1T8uGqKIYSVNOEwTDBGET09DUMmWkEkiVR+CQVZ3MBMfiU1PSz1Px34z2WAEtSniyRDW8OLsefYBqcBSSYzrIqG4a5ghCgMAjp/cThNdQooSW/UhyaOmAbZJRh1ufjosQTaz1UQxiTBNH9RKYS0i6MNRxWIfkHmEcIVvw9Iv44awgKwaRQhGY68ljrjqMNUcwNs5M5XDkMMa8BWisVQixAWFGsUIDDpgGSobY8C2iVIDAGoGULtbOYGmC9YEupL0FzAAVQCHVIYS9SiS2eazYgCTECo9IePMg+lrZ8tYx5Ch6BYrrcmxYvxOLS7lcTiLXy5cvJ8GBEGLZ1oeVSiX5G3wWScV0DVls72h8Nze/T2tqaoqjR4+SzWZ5/fXXHzmabDGsRtRYrVYZGRkBWDDd/Djab2BW9OI0c5z+zmQyC55/fhFGfLcdR64A+Xwe3/epVqtks9k1jVTPls/y+7d+FykC8ipkPAgoqU5KXo7QBnjuVjJSMxXcxZNZBAK36TEqo3Slg0efO8iNZiS6MhHFU/EnxHpvN6PN01gMEk23s5mGmaBpKuRVL54o4kmFb6t0662AIisLBLZGt94eVdyikSIktD49soi1Bk/mqZt7FNQGjPXJyl7K4RUCZkCAwiUjNZOxAGLpdvYz5s+mX7NyAC1CyuZO9ICGrux+prwRAAwgmj0g69S4giCLEjmKehOBGSOrtiGEgxYFoInAouULraKmLMZOkVU7sAQII1EyxDe3ohPhk9f7qMX7tRYc0Y+UM9SDG8mac+pFGuHfEKeVpSjhyB4a4V8n7yOj9mPC02AlUvQgKKJlH9bOoOVz0d4uRSRNIEQxiLUGJQrAGEJuw9oGwkqkyGLMudYrBzTqm3AKJ7A2aC3BQat9YP4qXjZCbEZSgXAsWZOQLyLM7M0R5FByK8KcA5EBLFYUkPYGIBFWgRUgC0hORJ++NWADhCwh7B1C9bcw7j+ZY324cePGpCf5xIkTVCoV3n777cRkIk4LL8bwo1qtruk0q7UmFdM1Yim9o3GkFYuptZYrV65w7tw5tm7dytatW1ftor5SMV0orbvQOR5XZHrnzh2OHz/+0PU8iPlTPGZmZrhx4wYzMzN87Wtfw3XdJLJd7ab3N8be4M/u/RFZ6VByslTCCQZ0Pzeb57C+IS+LFFSOW41RHOFG+5/KYdofo0gfGZ0lox0a4QwltR6BpaBKlMN7FFQfxoT0eusYb15CkyHEp09v5V5wNonmSnqIwI4x40cFQYoM3c6GORHqgLuHMf8ktlXBm5W9aKmY8k8lx/Q6+xiP91QFeME6PM8nsDVyaghFBld1YGyVkt6HEBKHTNSWY8MoXWsNWuTwzT2yahPGNvFEDw3vWiTQAMZgGy7lzFvJubNiJ1WOYIgMACRZ8moL5eCd5Ji82k3ABQJTay3RIawM0yicQ4t+hMhEhUZ2CoRCq36sVWiZwdoaGX0Ia0OwAikVoR1DifVYW8OTWwnDN6HVgCTIIKXCN7PpX0fuJzRfJYyS2oCDp/ZiTFvUKoYRYhprL8ePoNSLeO5pBIMImUVQQAkXQQAyipohg8QHmiCGwDZB9CHsFaAXqAEZtOxA2NbvzE5h5T5UeBRBlHmwCIQ6hDKzNwmWboToQJgzNN1PEDg/tOB3WQhBR0cHjuOwZcsWenp6ku2V0dFRzp8/f5/1YSaTue+alkamKfcRjytarJNRu5g2m02OHz/OzMwML774YuJwslosV0zjoeI3btx4ZBXx4xpjdu7cOW7cuMHzzz+/5Krm+cQXBGMM4+PjvPLKK/c1vRcKhURYF9pvXQxBGPC7N3+XS7XTSOEjpKEgexlwuwlsnX53PRmRZTq8zURwC4tlwN3IuH+Vab8BGgpyAxV7k8lmJCDdej1NM8PNZhRR5WQnOZ3lViOKCiWKfm87d5unWkYNHv3OdsrhDaRwKKohMqoTYQMshh5nFwKFJz2MrdPj7gaidhkICGwDR+cxJiCrSpTDq7iig8A2yJp1+PoydRMJtiuiz2nCn23T6XH2Mxl8HVpFT57oQwlNOZwtcupyDjIdHEk+t6zcgFYSo+sIu5EwlNhmgZqdBrsOrRy0zuA5DkIE5NTzGOvjyiKhvYUSnWBdBBpFHpm/hLFgmCav9tMMvw6tGwZJDk9tph7MCqKn9hDYK9gwLqxT5NTzBGEU2QoyaLkVRAOwaLm7Jcg9QBmpDiAQURGT9MDOIOU+wEfYIoKxKPpEAwalDmDDrxHdv02BXYcSNTA3if+ypDyEMF8lTmODi5S7oU0QEZvQogH2DpauKCoVWxH2HlZuwxKljoXIAA1CeQgwWCuivl47TdP7JKH+1kd+t+NiKSklnZ2diZ3pg6wP48hVSkl/f/+qVfO+8cYbfOpTn+Ltt9/m1q1b/PEf/zHf933f98Dj/+t//a/8+3//7xkZGaHRaLBv3z5+6Zd+acnmEamYriLtvaNLmTsaHzc+Ps7p06fp7OxMJr2sNsuJGmNzCGvtoqqI17oAyfd9AMbGxhZtVrFY2t1Z2h1lms1mkhI+ffo0vu8v2RR+2p/mt679Orea18lq8ARooQjFDJfr5wDLZncn5fAuSjh0qUFKupu6naJbrwMgqATIrKFLrwfAFVlCW0WrbnKqCy0cJAENW6Gg+hBGknOKTDSvIHEw+PQ7Wxlt2+vs1sPM+JfxbSQUjsjTqXu525wVtz73Oe75I8QCmJP9SGG558/uUfa7zzHZPIbAwREF8moDIWVA0KF3InDwWhftTv08EAk9IiS0dfIiT2ga5HQf1fACkjyGKnm5ldDeom6iCFWgKXq7qahjxLczKtyI4QY1W4400Qoydhc19ZVkfZ7cBLZKYK9hwwyOLpBV2zD2Dq7agUAjySMwCEI89SJCWAReK2W7KdqPND6e6sEPZ6NzrbZizBWsjcVW4qmDBOGXkmOUWI8SIWGrlxdAyxex9khSTR2lY4ex4XlggFrdkstuRcsqUfHRICCiqmBbA3kg+p2YECmLYG8DQ0AdxCCa64hkTQ2sOIwyfxP/WrEUkXIQaWZvXIzYgbZ3wEI9839i1OGFv9DzeFAB0nzrw/bRgNevX+cjH/kI+XyesbExvv71r3P48OE5NRhLpVKpcODAAT72sY/xkY985JHHv/HGG3zLt3wLn/zkJymVSvzu7/4u3/M938PXvvY1XnjhhUWfV9inoUP9PcBKJ738+Z//OUIIdu3axaZNm9Zsr+7YsWPk83m2bdu2qOPjNOrQ0BC7du1aVDR269Ytrly5wiuvvLLS5d7H+Pg4IyMjNJtN/tbf+lsPvJONo/ylVj1PTU1x/PhxPvCBDzzwmLh1YHx8PKlwBOa04Mx3fToxfZLP3P40UMdVBqyDH0qG8x1YfBphjW63m5uNs0Akkn1OH3f9qMLVER797iB3/QtA+/7o6XhVDLm7uOe3p3HX49sZamay9RpZuvQAU8EVlHCROPQ4W6iGd5BCI9F4sgitlKlAAgJHOoS23kpkRnuv1jYityXrY2xIUfcwFbxLvLdYcvZQDs5i8Fvvp4O86qLSViDUqZ+jHJycU0SUUZ3UwkttxzxPPTiLFA5SZHBEqVWx22ztRcqoirjl0oS1+GEdETgEZhRjG0gZIG0Pyr0DImr5sUZRdPfQCI8m53LlNqy9F7W+tMjqwzTC2bSyFgM4QhHOKSJ6mdBeROKB8Frp2AzQBFQUkeKhCEA0wQZYGyBFD9grWFtvfeYZlMhh7ZXktSvlYUrFW63XAlAoeQDaxA/WIYUEezN5RMgXUPZdoqg1CxRAbkLYCRAuURxVQArLbGRrsXgo6lgkTe8XsHI7i+WNN97ghRdeWHKqdnx8nL/4i7/gx3/8xxkeHubcuXPs3buXD33oQ/zcz/0cGzZsWNLrtSOEeGRkuhD79u3jB37gB/jn//yfL/o5aWS6CsTR6HIM6uv1OseOHcNay/79+1m3bt0arnTxUaMxhrNnz3L9+nX27du3pHWtRQGStZbLly9z/vx5du7cyalTp9ak/26prQMbNmzAGJPsEd25c4ezZ8/ieV4irG+Zt/jS9J/jCNFKAxpqgaDTrTDmT9Mhu+hze6mbMgPuFjQKT7qEtsGQtxOBxJOKwDYoNteT8TLk3QK+rTHg7gRryMg8TTtFl7MRrMUTBepMIK1DVnbhkkVJw0RwIf5A6XY2cqc5e1HudXYw6Z8kbO2juaKTvO5konm5dYSl13mutT8aR6h9eBKmglZlsNVkgmEa6g4Z1Y/EwZPdCGoIoNPZDzbyBA5tjaLeiyVEWIEUFt9O4opeQlujQ2+j3Er1GgueKBLaMermbrKeDn2ImWA2remIfhwl8MUNJCCxeHY/AccjMwkrMX4JGWbw5SiO2oYULopeoIwQnYCInIuFB5Rx5XNREZN10KJGaO4BGaDeqtiNUr0hIG0fUvoE4dVkTa56AWuOJG5V4OLIPZhWERGAFJuBCtbeBlFCkEUwjJbXQO6Mel9xETiRIMvDIAwYGQminQGxGWwNIbag7NFob5VWkZLsRsYFSRasGEZxE9F242DkIbR5Eyu20sj8G6xc2tbJQkb3i6G7u5u/83f+Dh//+Mf5sz/7M3p6evjSl77E5z//+VUfXr8Y4r/nuAtgsaRiugLm944uZ9LLsWPH6Ovrw3XdxzIyaTFCV6vVGBkZSTx/l7qPsdoFSL7vc/z4caanp5PRcqdOnVqzfdmlvm77HtHw8HAywWNsbIzfvvPbTOhbIH0kDs0wj0+DDscghUOfM0DNjHOtEVW0xm0uQaslZdDdwnR4Hd9G0WJWdlG104w3oorejChS1B3cbJ4BQCAY9HZxJ0nRQp+zjXJ4lSCMXiMne8jIPOXwFjnVj0TTofvxzSQdzhYkEkfkopQmhh7nebAWR2Ro2mk69VaM9XFEFsMUzXCydbFXZOwADfdMrLWU9C4qwTFMS6AlOQpqPRNtBUIdeg81cz4pIlJkKagNlIMjrR7MLHm9g8DcRYoOHHoQuC2TB5+8PtSSP4UiIKSKVDnCsE5WD1EPThFX8LpyCJwZ8K5hAGMsYXU3bm62GEiKbrTsoNEWIWfUfox5l8DGEaKLqw4QhKeQojeqNJZDYMsIIZGqN7pBkHkENZAHQYRYE6BER0s010fixxDYC0TFQoD10WoHmK9SyAPmBpZelMiDnRVp5HNIex5sbI0okeoQqiWaFgfEUCTMtoaROwAH6EaKGoae1vksUEDaaQL1IZrePwextOgyNqRZbp9po9EgDEOKxSI9PT18+MMf5sMf/vCyXmul/Kt/9a+oVCr83b/7d5f0vFRMl8n83tGlpHXjqO/atWvs3buX9evX88YbbzyWdpJHRaZ3797l+PHjDAwMsGfPnmX9caxmAdL09DQjIyPkcrk5+8hrVeS0Gul1rTWiKPmvk/83o/oWRQcQIc3Q4qkmGeljjaZEH9oKuvQAXQySVR6hbTDgDoMFV2mMbdAnh0GAxmW6MYbneHQ5QygUUoChQb+zE2MNWZ2nFk5QUhsJ8elQfcyEVxFWIXEoiH4CppkKRqO1Co9uZyOjbRW8Pc5uxvyjmFZq0RWdZGUHE21tLv3O80wGsxFqRvSipUOdOyjTiaNzdKghAjtBodVyo0UWbIgVAZ3yAMaEaJkntONk1BDGNhFG4khFNTzbOlOTgtpHOXiLOIWs6caVRcrh5WTNRf089fAd4pSlpEBGrafa5oSUVfuw9gZGSIJmP9lMF5IOgswMQWM3QRBiQonraHAtSj+HEgYtS1hzAym6sLZG1J5SIjBRitjaCo58njAcIU6Rg8JTBzBhu0ivR2Iw5kTymFKHseFI63PMI0QJLdcBkxh2Uak06OjYgGxN+kH2t8Qvg2QG5Jaop9Q2UGo9ou21EYNIqq2+UhAWrDyIsl9DtPpaLQrk8yjz1wTqm2l6/wLE0lvw2rsWlkPsmPak7QQ/+9nP8ku/9Ev8yZ/8SdJCt1hSMV0i7ZaAy0nrPmjSy+NyDZJSLmhd2D7Kbd++fQwNDa3oHKvxXuK5jMPDw2zbtm3O57yWFcMrfd3T5dP8p5v/AY0hrwXgYsIcSkyiVTTRxbeasrpGOQTlO3RSYlRFhSnR/ug6rreiT4FgyN3FjeYIeDBjYR07GfVnTec79CDG1hlv7blq4dLrbOSuP5Ksq9/ZzYR/DmEFriiSV70oYQhMlU69FYEio4qEtkaXsxOiOTIIYQlMnS69G2MDcrKDmr2JJ3swpkFG9lG3t2iacuQhgE9erWtV7EYU1XZmwouEttx6Tw6dzg6mg9kCobzaRihuUWsVGkmRpah20bQ3yMhNCOHgiB6srSGEwJGHsBYc6WJsmazaG7XwGIuWLr65iaCIpUxBH6QRvgOYaI0qh6QT33wdJCgPsrl9BGY2QgyMpFHbTC7fJn5iI0I0Wi5HnQibwVE7sPYuWm4HoRF4rcrnJkq9FJ3TKiQBlnKroKmGFMMt44XW36Nw0TILJoraJaDEJmR4BFpGFwBCvYgI/2b2Cyc6UbI/SeNaBMh9SDsOZDBiG6ARsg9BBSMORM+zEkQGacs09Y/gu/8Elukt3O4zvhzK5XKyffKk+MM//EN+9Ed/lD/6oz/im7/5m5f8/FRMl8BK5o5CVJhz8uTJBYt5HqeYxtWwMfV6nZGREYIgWJXq2JUKXRiGnDp1ijt37jzQ9elpjUz/5M6f8LWpN1AiQIkaQljKvqHD8QmMotwU5FSRDkcx5K1HWYU1TZpBg47memwAWoc0jU+v3oqrPbRUGALWuXuYnpmhI1tAC0u/uwMLaKEx1ifEJyu7EFg85VELx8jLPnzToMfZxF2/1YwPdKr11M2tpIJXiQwlvZ7R5myxTbezm3H/3TlFRAXVyVhby0i381xrv9SiRR4ZdKBRhLZCQe1AoHBlB8bWKOjt0X5dSwADpsmrHVh8XEr45nrUzwkoUSCrBiiHs+nggt5HNTiCTVLGHnk9TKVNtDNqByG38cPp+DdKQR+gGR5Hik4kGWzQjfWrCNfFUwcBiRR5oIZSe6NCJhPgOEUCeQMTRjcqfqMDL3sXpaLo09ppXLWdIPxycn4pBtHCIbTXkse0fAFrjiU3PqDR6jlM+LXWzy5SDKNEZC+I3IXAIQiKWDMGcm/UUmqIvHztJMg9UU8pCiUUwt5o9bkCcj/SnEIQ/51LhDo4W8XLbA+pNFdpuD9JoP8erOC7b0w0x3YlkWk+n39iM2Y/+9nP8g/+wT/gs5/9LN/1Xd+1rNdIxXSRxNFo3Eu1lItuuzjMt96LUUotyux+pcwX7XjfdiVp3fmspAApdlcSQjx0FupaOhMtR6T9wOe3b/xHLtZPAJaiyjLjZ1EipMutIVstFllVxpH1aOKoLXI3OB/twwkYLET7o/XW/mim2YXx64Q6ikpccrgywz17JSnuXOft4VZztiI1qs69zVSrHzI2qr/baoURSAbdfcyEV3BkngxdeLITCEBYup19CCtwZIbQ1ig5uwCLsAItILBT5NR6AtOgqDcwGRxLqnEzsodAjhHIaYIwOlen3sdEm+tRTm3C2GkqwXjyWJfeTzmYTTN7cigqRjL3WlNbXLJyiNBOkdO7gChlrYTFUienDmAJkeSwdhwoINBYQrJqgEbYithsA0fuIpCX0JkKzTD6RLL6BRpt6Vgt1uEAfqvSV6ioqtdxRoAQazOEfoGg0UHg3kTJrSjl4ahutAyiwiAGwZiWSE+2XI6iSl4pezDhu8n5pBxG2dtRERFE2Vz5Eq78Km6B1v1PESmHoM3VSIgdKEYRdjp5zMqXkeYCiD4MHpBDyMghKpQvAAJrHaSQWJo0nX9I6HzHg7/Yi2Q1fHmXY0G4EOVymfPnzyc/X7p0iZGREbq7u9m0aRO/8Au/wI0bN/j93/99IBLSH/mRH+Ff/+t/zSuvvMLt21GGKJvNJr2yiyEV00ewWEvABzEzM8PRo0fRWj9UHB5nZGqMwRjD+fPnuXLlSrJvu5rnWI4g3b17l2PHjjE0NMTu3bsfepe6VpaFy/ljvtu4y29d/w0m/FGKjsDiUw0qZJRDYANCU2DKb9LhCMqBhysVzxc3Edg6fc4mrIWsyuDbMt3OBkCQEXl8t4ptjeuzgSAMalhryNuNuK5HxsmADeh3d2OMISMz+MyQV70YW0LhIIShEtxBoADLgLuz1S8a0aW3Ug4vzkaoZOnU67nbnO1D7dG7qIQXkiIiLfLk1UBSRCSQdDvP0TQ3EDaDDovkvC4UGktApz4AiFZLSwNLEa/lcZuVndTDq2hKhNTIiI0E9gZBaz3Cagp6DzPBbFSVkZsJmaBuY0G2FPRhasHXkmMc0Y+WGZrmNIJoTJqndmDMbYRZRxBALjfbZuOpFwGTFDFZO4NiC8ZWcNT2ljlDHDXncTN5jHshOV+ztg2d+TphKxq0VuKogxgzG7WKljevNfHnr9DqMMJeA9ENYhBhvVZFcR3fHKBeq1MsdCKlA7YSRam2CXSiGAUMFkmkwIdQsfOSBUQnUkikme2HNWI72o6CNdQzv4pRLy/qO/4oVjrdplKprFqK96233uJDH/pQ8vMnPvEJAD760Y/y6U9/mlu3bnH16mwh12/91m8RBAE/8RM/wU/8xE8kj8fHL5ZUTB/CStK67RNMNm/ezPbt2x/6ZXtcYiqEwPd93nzzTXzfX3XTg/gcSxHTdmFf7H7t0xKZnpg+we/d+o84QuApizUuofXI6km0bBJasEbTn42iS0cpPPJca5nYJ/ujrbFoAhjydnO9Mduyss7dwYS4QOhEF2ov7CK0k0yFUxCCsIpusZE7ot3ibwfTweXEqN5rpWingot4soTEodPZSMOMkVdDCBSOyAEBlpAe53mstXjSI7Az5PUmrPXBSpQUVMObxLnHHmffrFuRAhX24Js7s567LUejqTlj0fpwhWI6OJMc06EPUg1PIIWLQy+O6EEJB2ub5FTkcatFFkEdSyewGWtDtCgQ2Ls4chPW1lF0AqME5lbrlct4ajeNuIVGgbAlLA3qbS0sWXWAMBxpS8e6uGo3gflK8rOW21ttPhYldyGsg5I9ZAoVrC3hByGBHxA0JVJOoPVmtDYolUeKOtbeSc7nqMNgZtPq2DxSboZWOtaREOp1SDsK4URymFQvIs0IolWQZXERcjfCXMKKdYCHFb3RHq2AULxAu/VgKHrx3Z/GqJ33f6GXyUoj0+Wa4y/EBz/4wYf+Dc8XyC9+8YsrPiekYvpAgiBgdHSUYrEYVWcu4ZccBAEnTpxgfHx80ZNeHleat1qtMj4+zrp16zh8+PCa9HEt5cag0Whw9OhRGo3GkoT9aYhM/+jW/81I+U2kCNCqCdYw40OnI6kELhqNwGAIkHRQDnxKjqLgZsirzbgyi6WGwafX2YwWLgpJaBr0udsQVpJVGQJTo9fdBggqUzWyOQfHVRg7RBgEiFDQCKfRph8hDTlZos44jsijhENGdGGYZLpV/Wpskx53x5z90U69lcngShIRKuHRrTcx5h9tO2YnVXuFMIwKdBQeJWcL1fAinuxHCg9TK4Ks4Mk8GTkARD2lhjpFvR9sGLWOWJ/ATuGIPkJbpaC3UwkjQQ6tj5ZdGDtGw4y2zm7pcF6gGsxGeqpV1VttM17I6ecJwncjUwc8JJ14aj3GjOGq3YDGr3tgqiiRR6lZX2DsJFpux9LEmhCtOgnM6eS1HbkDYy5g4xYWBJ46jDGzLkda9ePpLDYzK9KNxg60vAAijloVShwEewXExpbRQ4mW4zSow2AFjSaEYQWkBwxFLTBiMErjksdSBfIIOYg0x+OPCSu2ou0FBFNxATRGHkKZr2HFZhqZf4eVq9vPvpK2GHj2x69BKqb30d47+uabb/KBD3wAx3EW/fx4MHUul1vSpJe1jkyttZw/f57r16+Ty+XYv3//mp1rsZHpxMQEIyMjdHV1cejQoSUJ+2LNFZbDo9buhz6/df3fc6l+Ci0kOeVSCQQZKejNRNWqGZvFU2UcaVrP0fR5FZS0VMwURb2F8eACvo0uzJ16kKaZphJGqUtXZOl2+rjZmHU4WuftpZq7GNV1NqFLb8CXEzT0NOhI3IoMMs3Z+CnkGuupe9exIkSLLFnZgys9mmaaDj2MsIqMKhHaKq7eGn1uVuJKRUCVTr0LY3xc1Und3EThYbE45Mkol5kg2vsL7BQlfYBp5ygIix+AI0p4qkg5mHX0KennqQYnEuN8JfLk9BCV8EhUBSty5NR2AjOKlF04oh9hHRwZpYhz+jAtxUAJQWimcOUWrK3jyg00wyPEG8qSHI7Mt6p4Izz1PDjH0KJJIwTQ5NW+uaPSxEakbBKYeN0KT72IMZdRsh/wEOSiytukYleAVSghsLaCEAWsaSBkH1nvAnGfq7UeYXMDbuZIInRhsB5HTQLtU18OkVFHETnT2jPVKPU80sxWP1sik35hxrBiCIsHYggpZjB0AhKsAJFDUiNQ30TT+6cgFr8PuFhWY8/0WZ4YA6mYzsG09qfay7wXK3CxQ8+5c+fYvn07w8PDS7qYr6WYxi5LjUaD7du3Mzo6+ugnrYBHRY3tU3F27ty5LPvExUamC82IfdTrPozr1ev8x5u/STWYouAILE3qoUUgqZsAgiLVwKfkaCqBS0Zp6kFIVtUIbAZlHYazG5kxd8mrElCiU/VRCccQMk9GFsnIItZWQUC/uxOJRgmFwSdX30g2myXn5jC2jiWLUYNgLa5wqZsJ8gwQhHVKegPjnATR6imsZ2k441RV3J6i6HF2MtqcrYbt1MME5i7TrWpYiabk7GSirUCoQw8TmlGatowrupEiR1b1EZppdLAFKTT5TBdCRCljR5cwNsQTeXwziifXY2wDgYsUAbUwSvVGxUR7qATRFBZozSCV3VSC2YKSnHqOZngOm9geavJ6D42kOlbjye1APTq/jHyBtezCUoFgJ6Ex5LIFHOFgmULLPa1oNhqLZpJB4eCpFwjCVoraghQ9UQo/HEmOUfI5MBcIkz7TyHfXmNnUthA9OLIHspPABoxxaTa7wUxRC7IgunG0g9JFPN3ED3cSBg1yWYWUPQhzBUseqIDYgrRTCNv6W7YT0Z6p/RrCmtZS4x7Sv2mZMfw/icavrT6rsWeaRqbvAdp7R+OLrxBi0anX9kkvL7300rImvTyo/3OljI2NcfToUXp6ejh06BD37t1b873Z9hFpCw07P378OFNTU7z00kuUSqVlnWMxArlUIW1/3kK8PfU2/9/bv4cnNEoGWOvQDDU5XUZJS2hBGE1/NkqVSiNphiF9megCa6ykoDq53lZ9u97dzfXG7M+D7jbG/dOJA1Je9qClYiY2R/cgL7bNGZPWrYephreZTIzqs5ScQcaDY62+T0Wfu4eyuA42iwxymKaDQlB1KhT0ThzHwVMZsA2s2IQhxJgQT+eohXfwRC+hrVNUm6mGs3660XQZhym/tR4HvHAr5fCdxPQhcjTayHQw+z7zage+vUHTlgGFokBebyMwd8mobUhctCwibAOEJScPY41ByyzGTuPKzVh8rA3xZJFGOJuO9dQuwrA9HavI6P3UWy0swgEZ9CLsGM3WviqAqw8RhLPDxAVZHLkTY64i5eYobSx6kDRa14c+ovKrDFAFuRMIsKaOVAOY8CyRL24NkUxvmb0p0OoQjjeSnM9aRdPfQVZHNzeehqYpIUwBxWxK3sq9SHMTUElEKuR6hJ3GyOcBBVYhhIug3uoh/cdRWfIasRqRaSqmzzgPM6hfjMCNj49z9OhRSqUSr7/++pJSwu2s9p6ptZYLFy5w6dIldu/ezYYNG5I+sLUW0/jzmy9mMzMzHDlyhGw2u+KpOGu9Z9q+dmstn7n5B5yujCDwkaqGazXTzYCS6zDje2SlR9NW8WQTE2Sph5aSA45sEpoMlabGVQHKqZAXXThkyMo8lXCMDjWARNGhu6mbSTr1UHSJlkUCqggEOdWNQlGenkbkoM/Zi7UhrsjQtDPkWhW80mocBTPBdVpdh/S5uxmLp8QIKHgbCN0yDTMeJVutwJ0eopKf3efLyQ0YUabixxWzgl7nOaaDkSjKE3lyakPLEQiKejdYTaNmkconp/cRN5U6wiGwk2TUltac0gHq5gyGKEJWZMmqfipt0W9e7aYRvINpE8SCfo5qmw+vKzegRJ2GuZisMadeIjCXULKvJX55pHCBoFWxK6hXmyh8lCeRtoSxDbRcRxjGtoMhki60LBHGlbcWHLUPzFFMYqAgcNSLmLC9YrcLKbuw4Ww6Vsp9KO4SVT5tIhqVtg5hZ6KpL0K0TB08sroKdj/GNqnXfKQNCeUUWBetmtSae8g5ZxCiFX1aiVQH5k2C6UKIEtJcoen8BL7zsRX1kC6G1ShASsX0GeZRvaMPS/O2i9WuXbvYuHHjiirRFjJTWC6NRoNjx45Rq9V45ZVX5kxxWCsRaqd9Pmv8/2/evMnJkyfZsmUL27dvX3HV3lpV885/3VpY5z9c/w2u1M6RUZqscmiEkJGavmwZqOEYD09PUmjtjwZhkbw3hRIWF5iqu3R6ZRwVUDXQqfqxNLjrR1M+HJGhxxls6xe1rHP3cqs5kozm6tTrsLZKLTtOzYL0NX3ONu74s1W/Pc42quE1qkEkQFrk6NTrmAkuk5V9KOGSk4MEdgoh8uTVOiQOjhCEboMg2I0fNAibgrqsoLRCq26EhKLuZToYaa3OJ6u2Ug1m/XQlLkW9jdA7SQg0A8irrRhzl1qSMhV0OPvbRFOQkVuQWIytklHbwGoyqhtry2i9N7odsAIpXIydxpO7sTRR5IFRguS1JTl1cDbVa0GJQYSo0ghnJ7xk1UFc9zhCBPghgIOr9hK0zQBVYjOSEGsrSUSq5WDUz6n2EO9FSrJAGSn3Az7WCKQUWHMT8IAGWh1qWfzFFcKtqS/hrMk99CFFFtqMHpTcS9G7hZSN5LFGsJ+MPkczKBKGDoY8ShVxrQ/qAAg1r4f0Y4TO9/A4WGkBUrVapaOjYxVX9Ph5X4rpYntHHxQt1ut1jh49SrPZ5Bu+4RtW5UuwWhFjHCl3dXXxwgsv3FfU87gjU2MMp06d4vbt2xw8eJC+vr5VO8daTg+01nKpepn/dOM/0LQVChqgiR96+EYgrKVhcvhhSMmVNMNoHFjZt3S5FYyVYKHS7KDDG0cKgcBjyN3KdBCJaF51U1DdYOsEtk6X3oTCwVUZQlunz92BQOKKTKs/sxM7nSebyZDzCvhmhpIeJjQBBd1NpeXBK9BkRBdawmRwrvWGpulznueeP+telJeDKOEz3TaFpSe7nwknEvUQ0EEXIgwpi1NgJRKPotqFb+6SVUNJlCpao7xUcwdaKXKZItgqRg7i0ENommR1L5Vgtn0nr3bSNNeSHleQdDjPUWmr2HXEOqSwBOFsOjavD7YKjUzrWQU8tZnAXEPLTS3x68NSRSBRajByXRIZYIbQ34oQAY6rcFQnQXiRWPwcuQdrrmCoxB8Jnn5pjseuoISSfRgz+1lKuRvBNawpz65dfQOY0yB6iYqWOhAiC/jR1BcE4LSqeButwiAfKKHsLULrtKqfQ4Q8SFaPAKBkHeOUMMbgqXeTdVbrG8g6UwhhaGR+BaNfe+h3fDVZ6Z5ptVpdkYXp08D7TkyX0ju6kJjGRvD9/f2r2lqy0jSvtZaLFy9y8eLFh0bKj0NM4z+qarXKu+++i7WWV199dVWr9dbaTvArE1/hv439IR4KJX1AUAs1RadMXlhCE13EXXcmeZ4xHn2ZKAVorGSy7jGQjwpErLX0O1u53Zx1vul3tjITXJkzESajMtxunkuOGfL2cLuthcWVvdQYZ7oRnVfh0OsOc8+frVjtcrZTC2/hW0NGduOIAp4sEtgqJb0LKRSuyAENLIasGgBr0SJL046RV5swtolLB4F7B9/GPY4C2Rxgxps9l2vX46tbBPEoLwc8s4uy395T2o+SivKcSTGHaYSX0aKElIMo8mipwAbk1KFou8U6CBFgbA0lO6MUserDD08DLlBHiX60cGmGLf9cC546QCP8OiR2epqc2puMStMumGAwclkKZz9rVx3GhOcRoogQfUjyKFFE0ECpw0QRqUYKBVQQ8nmgCbaDaJaohNa4ckcdhMRAYQboRQqg3Yhe7kWaK7T77kr1EqrVe6oVGOMh1C6EuYgVA0AWI/pQ+EglCOkHBEHggKgwXevgxOVvp9o0dHWdTIZyP8gsZrUIw3DZW1ww22f6LPO+EtN4YPRinYzaBa590stKjeAXYiUi12w2OXbsGNVq9ZGR8mqPR1uI+HN98803WbduHXv27Fl1z81HielK2mK+3vk1psbuIWgiZQjWY9o3dGjNTNMj33Iryqkm9VATGE1OBWhdxVpBPXBxJfTlZrAWmqHGhkUm5WVckUOgGHA3MR3eJCM7yYke8qoH30wjhKTP2YnCQUuJxaff3QcWtHCYqo/iUqCgB7DWkFUZKuFtXNFJYCv0OLsYDyJLQwAlslgajPuX43dIv/s84/7Xk2M80Y2jMkwF15NjepznmUmmwggyYgBXFQhUBckw1kisnycIpwnDElL14GiN9QV4TXJqFxY/8sJlmmbSLyro0AeoBG/Fp8IVA0hZphrcSH4Pef0CtTbXIUmWrN5Mo83g3ZU7wE5jbRMtN4N1cVV/y6RhPyBajkYaKKPlc0BArWZwdBVjp4nEL8BTLxGEb7a+AyDoREmNMSeT8ym5C8wtDDPJY1q9NCdChTyOGgZzGcQQiAyCASQ1QILsAyuJDBRqIHcAPtgmQgwgzYWkYjcIi2A70SaOPqexYgeOPYtgpq2H9AUy8i2st5F657/lYO8QU1NTTExMcOvWLc6cOZPM143FdSX1CgsRhuGKRkhWq9V0z/RZIE7rxtW6i3UyigUu9osFeO2119bkDmq5YtpeAPXqq68+8u7wcfWzAmzbto3h4eE1Oc9iItOlCmolqPIb1/8Nd/PXyAmNKzW+sbhC0JepATV86+KpSXKydZMV5CnqmZZPrKDWLODqGRwV7ZHNNB1ySuN54wQ2mubS5wxyK7Hrswy6e7jTPJ5UyBZVP0qEVJpR+lUg6Hd2c6f5DmSiIV8lNuHbMSr+bAtLj7Od8eA4SmTQIkNRbcQ3kwihoogUB0+6GBp0O89jWzNAhQgJTIW82kJganQ6Q0y3meLn5HoMFcrhzWTNXc5BpsWR1rlB2y6kUZjcHXzAD8ENdtJ0TpHY8JEnqzbTCK/hyQ0I4eGK1lBuJI6O0rFaZLC2TEbtwdqoYtdVGfzwCtE8Tp+MOoAfvktiUmw1Gb2PettepBZDaAJ8ezt5zNWHcL2jCBFngRw8+QKhOY8U6xHCQ7YiPwDVKloSNhM5GMkoTWutjxR9mPAckAOqCNGHFnlIxG8CIfYizTHmTH2RLyJM+55pBqW2I9vaaCzrwfgoVcGKDVEPqVyHtDOtKTCyJaY5hK0QqA/S9P4fILqQkIgmRBX0k5OTTExMcOXKFU6ePEmhUEiOKZVKK86wrYZpQxqZPuXM7x1diiWgUorJyUnOnz/P+vXr2bVr15pNNVhqmtday6VLl7hw4cKSejXXUkybzSZHjx6lVotGZC11HuBSeJSYjo+Pc+HChWTYcEdHx0N/d6fKp/n9m/8pMgZQAVIIgtClYQxKCWpNF2EVeccnsJGF30xT0+NNtwolLWPVIoP5iaRwstroJq8n0K3B4B26Dy0MlXA0Gn+GS0F30TDTdDubESiysoCxVRCCvOpDItFofKr0OLsol6cpeJ1AGSsyCGSrPSXLeMtAIbQ1uvQ2JvzjSQGTJzrJqQJj/mzFbpezj6ngRCLijihQUL1M+nFaWVDSz1E3N5FkyKlhFFkcmcHi06EPIpLoL8RQp1L1kCrAoRdfXsSGEqFCRNCFlC41okgvsNEM0lr4VWajz0yrsGk2re3JYYQYo5HY6Vly+iX88CxK9CBF5HIkpUMUYUZ7kRIHSQA0kLYXY+toOUAYnsVaF6ghRSeO7CMwR1qvPIEjdoF5l7At+nTUyxjzV8z+deZQcjO2bQqLEMNo0QRqUcWu8BAiEj/kbqJbDgEi26ribaWITYiSHQhzGYtCEGLFDqS9g+fExveToA6jzFciC0Eb95Dub/WQ/m2a3v8LxMKpXK01vb29iRNbs9lkYmKCiYkJzp07R71ep6OjIxHXzs7OJV/n0j7T97CYPqh3dLGEYcjU1BS1Wo2DBw+uqTDA0kQu7mstl8u8/PLLS5psEFfzLrcH80FMTk4yMjJCZ2cnr732Gl/4whfWNJ38IDFtN4TYsGED9Xqd48ePY4yhq6uL7u5uuru7yWazyfv/4tgX+J9j/w1HCCwNhIBKYCm5U+SEJTDgiBwZHV3cmiFYk6fTnSG0CoxgvO4ykJuhaSRaWO5WigwVxqJ9MqDXWU85vEXFRhFKRnTgaY/bzePxyhly97b6R6P3VVTrsLZBzdyL3jOCHOuZFieTEZgdeiOBnaJsRlF4aJGnQ6+nYcYp6i1INJ4stqzoLJ4sRdGf9PDtNAU1jMFHWIWWIdVwNtXb5Rxgqq1a2BU9SOkzFczu+3Xq56gGI4mjEdrFERvw5UhrzeCxlVBOYkyd0O9FWBdHdBHYOln9PEIqBAqJwtoKGbUPi4+mgLG3CK1PLEY59RyNZATcFIIhjLiD31aglFUvEIbvECYVtA6e3osfRhW7UoINB9HawdpJZKtoSYl1SKZb/aKyZdCQI6rYfZ6oYjdEyhzWXCa6fAYouQ9pr4CdjT6VeAnaWmYgi5TDELZ58YoNaBkg7KXZ7688gDTXQeSpNQpImcH11kdzSOUL8UGR85Gdoal/EN/9aRCLv5S7rsvAwEAyvapWqyXievPmTYIgoFQqJeJaLBYfea1YSWuMtZZKpTKn6+BZ5D0ppu2WgMCShTSe9BIEAevWrVtzIYXFi+nExARHjx5NRGupm/4PM1RYDtZarl69ytmzZ9mxYwebN29+LP2sC4lp7Ik8MTHBiy++OKfgqVwuMz4+zujoKOfOncPzPDpLnfyl+5fcNJeAOkpK/NCl7IfktaTsu2Skh6FCXtcJrSAMPZRskFFRerXuKxwpWV+MfjahZKZRYENxKvl8tN1IObyJFJqc6KKoB/Bb47a69TBaOLjSxdCk341aLzRO5BFLSN72EpqAnC4w7l8hQy9WBBTVOibDs9hWSlLiklXFOX66Pc4epvwjyUxSJfIU9CBjbZNjSnonDXOZZstzV+LRobdTC6+RlRuQwsWVPUl1rCO7o75L6WFsmZzeGaVjjaUZBATuHWKhKej91IOTWBmABEd7eGwkEEcJgMCArQ2inQrIeJRYNAWmEbZVy9KBK9fhm6touR5BBi0HsXYGIRSa9XMqdqXai7U+xgY4qqNVsRuliIPmJlznHsa2VeyqlzDmjbboM48jN2PaxE+KLQgxgzWzRUtavYQwl0CUWlNfMghRAuqJxy5WIqUbFSIlc0hzaKZgzvi0Q7MG9hY8RxKY3eg5c0hLCNHV6iH9R/jOj624hzSbzZLNZhkaGkqELRbXy5cvI4RIhLWrq4tcLnfftWO1RrA9y7znxDSORuML+VJSD+2TXrZs2ZK81uPgUQYRsV3h+fPn54jWcs4Dc3tAl8t88Wp3flrr1pX5r1+pVDhy5Aiu6yaGEM1mMzm2WCxSLBbZvHkzYRhy/d41fm/id5kMRskKgSMFgTG4IqTQmvASNl2yehpBiEFQ8zN4qo4WgsC4+H4OI8q4IqAWaBqBwhWaTm8aayGwgqbfSSlzBd8CFgbcnYz5Z5PJJHnZBdJhohlHVpZBdx932hyOimodghp3m2fAjToW+519jPlRVKvwKOqNGFvH2IAOvRVpHbKqgLE1Ss4eIu/Y6CYntGWKajuhbZBTvdSC88l6HFHCk0Wmg+PJ+Tv1PmaCd9pEO0OH3sy0P7vGrNpKKEbBm4rrYujQh6iH59GyF4mHI7uQhAhhcTkUrck4hE6FIMgThCUsDTQ9NDLnQGaAOloMIQnxW6bzxkJGv0Aj/Cq0RZ95tTup2AVQYj1ShPdV7KLOgs2j1EBLlEtg68n+aOSxq7G2jJR7I5tBWwB7F+KWGaL0bzL1xUI09WUTtPnnIjYiaUA4a+Ep5EGUPZ0M745StoeQ9hqITckc0nKlSTarCeWh1jkUQiigTEP/MwL3+1hthBAUCgUKhQIbN27EGMPMzAwTExOMjo5y/vx5HMdJhLW7uxvP81Kje95DYrrSuaO+73Py5EkmJiY4dOgQPT09XLhwgUaj8egnrwIPM4iYb1e4XAs+mCumK6FcLnPkyBE8z+O11167z9B/rc0h2sU0noO6YcMGdu7c+ciK5Xcr7/KZqd9DyoC8NAhcgsChSRMJlK2DNJqCW6V1laTse/R6cQ+h5W6lwFDhXhIUlBslis40roraXOq+R2ig6E7hijxKuHQ7Q5TDUYp6EIUmp0qEpowQkqzqilKtQhHSoM/dG00zQWOoEVhBTirqjRodbl8ipACdegszwUXCZN5olpJez5g/Kywdegc1c40wjG4UJJpuZwfTbfuTebUFY2uEtkZWbkTgklE9GCoU9V4EEpA4QhLaCnm1B0MTR3TimxtYG4AFgRtNgWmZM4R2iozcQmAuEs6fQWq+EmVwXfBEEVf0EtjZ9+ZXNyDcMlYqlNyEFBkc1YehjKeiOalxJA8zaLkPSzMaFM4kJmnrsbjqJcLwTaJr/jTGVHHVBsK2CmEltiKYIjSzw8uVPIy1s32t4OGo5yOTBbE52h+lc3bqi3yxdZxu7dvWgGhGKaxH2VNtQqoRci+yfRSb6EaKDroKrf1tA0ZsQ9l7YH0a3r8k1H+Lx4GUks7OTjo7O9myZUuy/TUxMcGNGzc4deoUuVyOer3O9PQ0xWJxydmyOBpOxfQpYCVzRyHa7zt69Cj5fH6OMDyusWjw4DRvvBfZ0dGxYgu++DzAiqLGW7duceLEiYfOaV3rFpxYrM+dO8fly5d57rnnWLfu0WOlPjf6/+MLE/8TLQDRQBBSCQK63Hqrf1QQhA45r4y1kkYokGGegq7hhy6hFZQbHt2ZChU/aoEZrXmsy5UBg7Ew08hRcGoU3ThqsuRVkVtt+6Pr3D3cbR5JCoRyshdHSMqxB28rQm1P2eblAFrCDFG1tCJDj7ObaniTnBpACgdXFlsXcEO3s7+1P+oS2ip5tRFjo32/rM5TCS4RKZmhU++lEpxN/HQlHkVneM4M0rwaxphRqonrkKXTeYFymyATduDKTprmNq5cjxQZXNFPtL9ZBDFMNPElg7XT0f6o9aPWHynwzdVkTVl1EJU7RrxB7BtN2NiIl5uthHXEBhTNuRW76hCBOQZtc0k9+RzGXEHKzdRrBkf3knEVCNua+hIdJ2mCzYHoAVNHyA1Yc5RZIS3gqI1gZntmBVuQXALbPvXlIMIcbVuDQKoXkx5SiwD6ELIfYScxcgdRGrqEFAEWw8SMSzabxdE5pKhjyNL0fg6jnuNJoZRK6g4gCkImJyc5ceIEN2/e5OLFixSLxTmVwo+KWGu1GtbadM/0SbPU3tF22lOn27dvZ8uWLXOe/yTFtL2QZqG1LZf4NZYTNRpjOH36NDdv3uTAgQMP3Ut+HA5F165dw1p7n2Xig47/9Sv/jmvNC0AdLR3qgUvTWDxlqAQOrnBBVMk7dYSAwHi4sk6mVVVZ8x0klnXFKGrxQ0Ez6GRTcTb6uV3uYH1hCqzEDx1Keh2uDghsg069AY1LVuUIbZ1eZxdCCDQe4GMIyapurAnxZJaGHaeg1hPaJlnRRc3eItSRkElcOp1Nc8waSnorleAMgS23jokmvrTvjxbURoSYZjq4mKy5y3mBanARV/ZEg7lFqeX9Gg3sjuzsHQQ1rMpg7CChaZDVvVSDc0QGCk0ycgtNcY9AXm0F9NEM0tqcGaSdeKqv9byIjNqJtddotrkH5dSL+OZCZONHBik6EQoC6RM09+EHAca3GA2O66F0ASl9tBwiMCeYNasv4sh1BObt+O0iGMJRFwnN7GQYLV/Emq9gkiS1g1Z7MYnHrkCIzWjhga1BaxIN9LR6SPtADoMJQRQQTIDYQmTqUI+i6jYBjkwcPESrj1VYsGInihOI1u+vqwBNsx9t38ayjnrm17Fy40Jf7yeG4ziJq9nBgwdRSiX7rWfOnKHRaNDZ2ZmkhIvF4n0335VKlDpP90yfEMvtHY2JjQ4qlcoDU6ePU0zjc8XFU8ePH2d6evq+vciVstzioFqtxsjICNZaXnvttUe6Ga1lAdL09DTj4+Nks1leeeWVR6aVxpsT/Na1f8td/zbFVj+db3wySuG6UdHNTNMl65QJrSEwkqqvyekmUkiaYRY/8AipUtAw03DBKAIrKLjTBKGMRoAHXWwstqITETJZ7iRXvEktiKK9jOjA0UXuJA5HlgF337wItQdXKqb8d5Nj+tznGPdbRgw2MlDIKA/fTFNUmxE45FQJSxVPtmaSIlFoAmYoqh0YfDxRxDe38G2c6vUo6mGmWoLs20nyagt1c2nW0QhLlz5IOZjdB3RED47MMhPMppELaj++uQZWo+0GHFXAlQWgTk5H+6PCKqSQGFtOPHYd0U1oLiQRscAjo3YkxUfGghYbMVwjtHdBgHShlH2hNQKtNXHFKKrlTeQKs+tUYjNSKKytouQOwEWJHnxzB2v70doBY5CyAHYcIXdibR1sgBRdmLah41IMo5gCezX+WBDyEML8TbIGEK3H2npIRQdKDiLtkVY0msOKYSR1rBBYsRfQIDqR1DF0RC9uAsYnA7o7K4TyMI3MJ0F0P/A7/iSJuwOUUniex+DgIIODg1hr51QKX79+HWNMUilcKpXI5/OUy2WklCt2aXrjjTf41Kc+xdtvv82tW7f44z/+Y77v+77voc/50pe+xCc+8QlOnjzJ0NAQP/uzP8vHP/7xZZ3/mRTTlaZ1x8bGOHbsGKVS6aEVsY/Deq/9XBCldY8dO0ahUFiVtO5CLHU/8969exw9epSBgQH27NmzqEKDtYpMY8P8bDbLunXrHimkx6aP8Qd3fg+NIa8jN5/Q5GmaGp7WVAONQ5ZOdwopLALLjO/Sm43bHO7fH63WihTdCp6Kvn9N36VhBN2ZMUIj8UNBtdZNV75KXvVE8z1VF6GtIBD0OXsiqRMOhga9zm4sFolECh/fVMmrIQLToNNZ19ofbc339Psw7hTTYXQ3L5D0ubsZ97+WvOecWo+lSsOMJe+h19mfGNUDuKIXV+ZpmLtk1QYkLp7sxzCNSxHY0urWdAiZSfZHpXWxoopv7iSv3aEPUWlZBQoNxgYooamGsy00Wbkb31yd9bwFCvqFthmkoOjHkZ0Ycw9HDiOEh6IXRPS70GzCWosjc1gzgZY7oopnE6CdEkrNuhU1qkN47ijo9ordFzHmy+Ry0WcZhh6O3D3Pd3cdUgisjdeei4Zy27sgehEMgdUI0YmgCuqFyDLJhpENIXdAbARbBzJoLMJeaL22xcqNKHMRQS1xMLLqMLrNaN8iQR5goHSShn2ZIPOvQDy9g7Pja8n864IQglwuRy6XY/369VhrKZfLibh+8Ytf5J/+03/K7t27cRyHS5cusW3btmVn4CqVCgcOHOBjH/sYH/nIRx55/KVLl/jO7/xOfuzHfozPfOYz/PVf/zU//uM/Tl9f36KeP59nTkzjaHQ5aV1jDBcuXODy5cuLmvTyOCPTdgu+5QwXXwqLvUlon4yzZ88eNmzYsOhzrHYBUpxivnXrFgcPHuTWrVuPfM6f3vkT/mb6i2hhkKKBFCFlX9LtzpATltA0EVbhqimsVVRCi0eejCrjh1lCA80wS9Gdptz00EIwXncYzDUJLYRGMVl3KHlNul2/tU7JdC3DYGckNtPhDCWzmXvqeFIxmxGdZFWBe348JSSKUCf8E0mEmhElMiqfjE6TuPQ6exn3L+DQSU4P4IgcWgggpMvZHx0nHKBBaHM4okRo6hR0H+XgDPFeZOR0NEY1jA3uoeQcYCpos+oTPXgiw5SZNXko6ueomdNY20zWlFe7aYbX8ORGhPCozSgyWYGSLjl5mEgaMmDLCLUJi481dTKqn3o4W2jkyM0IW8Y3Z+OPhIw6RMP8NfF+pcAlq3bhB20tM2IIKU1rjxTAw1UHcfLXMXaAMJAEviBoujSdGbTeS+A3yWQzZNwS2FGE2Iy1dQQlBHewSVQOWu1FmLejNbTMEpQ8AKa9h7QLKbrAzEayQmxDMQFMR/aAIo8V25H2HlYOY3HASpB5JHVC+QLYAKyPkN1Ic42rd18m2///JvcUCykwJ6h5GO1V9Zs2bWL37t0MDg7ymc98hiNHjrB3716Ghob4pm/6Jr7lW76FH/zBH1zSOr7jO76D7/iO71j08b/5m7/Jpk2b+LVf+zUA9uzZw1tvvcWv/uqvvrfF1FpLvV4nCAK01ksW0vZJL4vZY4PHJ6ZxJTHAgQMHkmbqtWIxYroUv98HnWO1ItN6vc7IyAhhGCaG+bdv337g6wdhwP918f/iRuMiUMeVLtXAQwCu9KmFGomDFjU6nHrrOQ4ZWSejov3Puh99t3pykeD4oSAIutjUMRvtjVY6GcxPIrCERjFRyZBzBDnXZ6ZWZEO+C9dkaJgZdLMfgcCVWVxXoqSkz9mLwZCRORpmjLwaigzmRR7fTlMOI7EVSLqdHdH+qAM1plB2PU07wUzL0AEs3c5+Jtqmwniim4zMMNU2J7Tk7KcWXEWJHI7sQpFrORo1k/1RiSRKXFfJiZ2ELfGrhacScwZFFxlZohqnQm00g9TJnsOXDfwgWnlBH6TWNoNUix5cmaOe9JBKsuoAobmNFAWU6AFctOrA2hqeitpCrDW4Mosx91ByK9bWkXRhuIFpS0l76nmCcLZoSuksOW8bpt1g3vZCGGLaImcp90cTXoh6QIXIo+VO4B5C7iEqDnIRuCCaIA8RCayNjO/tKBBZIyK2obiEIO4EqGDFbnTcMmNbVbxq3+wcUuIe0m6k+SpN/aMcvbSL19atfmZqtQnDMNk+Wgqe5/Gt3/qtKKU4fvw4IyMj/NVf/RWf//zn+dM//dMli+lS+cpXvsK3fuu3znns277t2/id3/kdfN9fclXyMyGmcb/n6dOnEUKwe/fuJQlpPOllYGBgSZNeHoeYTk1NcfTo0WS/4HHM9HuU0E1NTXHkyBE6OjoW5fe7EKuV5p2YmGBkZISenh727duXpJIe9Pq363f4jUv/mrHmXTochcXSCJtklMRrta3MNB0KTp3AGgLjUvYFBR1ijMQnR6UmEbpJwRFMNzwUDrXAUvJmaASRl23D72aocC85b7naSSk3gauj70sYergKJu2p6DrsQI/cwVR4nqoIIQTVzJIVBabb0pO9zh4mgzMt0ZJkZQ9Z2UnDjFHUW6hVmnRk+nBUNKorr6KBC1pEjkZFtR1DE01kXlA3s1WuXc5+plrFSL6Nok+xoKPRu0lPqcClqLdTbuvfzMqtCJoYGnNnkFKmVt9EJpvF0RpFFmMncNWOSPxsDiGm8M3l1itZcuoFGmHk+hRaEGTw1DbqQXvF7kYUNZrBbCTtqhcIzHGialkXSSeOGsbaMbTcC8JFkEEhQIQo+SKIEKzGhmNo18eYyAC/Wt1AR+FY8toWH0euT/pFo29ZH0rkZvdMAeROpL0dmTHED6nDSHMCyGJFKaoMloMIyhh5AFBYFFJ4QJVQPgetamYpNMLeouH+Ak31YeCLa2Zfupqsli9voVDg27/92/n2b//2VVzdg7l9+/Z9gcvAwABBEHDv3r1FdQe081SLabslYPwLC4Jg0UJqjOHMmTNcv359WZNeHmWksBLiatQzZ86wdetWtm7dyl/8xV88lj3aB0Wm7WtaaQXxStO87c5KC3kPLySmb028zX++/p9wpSHvWCyK0BQITI2M0tQChUOebi+KPqW1VHyPvkx7/6jDUHEy2R+tVPPkvRodXhSR+aFL1Xfozd7DWEFoJPemS3TkpgnCLDN1i7QFNhTdlqn9nmjvUbhRBa/ahW053CB86uEUyu/CUCdjBpjgZNQ6CeTVANY2mAzOJuvL2M2UeSeZLuaJHhzlMZlMfIFuZx+V4N22KLJAQW+kHt4iqzah8HBlF4ZaK1ruJRrBlsEwSVYNY2hijcFVWSph+wzSPTTDSxhqrUfmziBVOTC2B2OzNMzssOuceo7AnsbYBlH0WySjdhHaO7hyJwgHSSGZi+qpFwGDRCNtDYNCorF2BkftJmib1CJw0bKHoH3/VWxGigqhnb3h0eoFrBkhn59tV9HqMLrwFpY81mTwm0XCQNOU0yi1C6VdtC7gKAE0wJaIPvwC0o4SXUKjauZofFpcsTuDtU2E7J1rYC96USIXWQa2MGIbijGwDRreJwn1BzEt97ZnQUxX6n5ULpefWI/p/OtbfE1ZznXvqRXThYqMtNaLNlGoVCocPRqloJY76eVhRgorod056PDhw0nP1uNKKy8kpkEQ8O677zI2NjZnTSs5x3Ij0zAMOXnyJGNjYw+sZp4vpp+99v/hzam/wpEG0dofrfiCLrdGTkBoBMZqtJ6iGUbTYByRw5UV/DBHYCxhmKPgTFFpZkAYZuoZenMNQhulcScbmi43pDcbCYkxgvFyjvXdsbtNg5l6B4PFOzRFyD0fXJGnqHoZ82f9V/vdXUwF5yKLPwVa5+mU/cyYVruKcXBq6/C9GbTyKKphHJnFlS7T9THy7MVxNMQTX2yVvNpMaJoU1QAzwclESD3RhxKamWA2+u3UzzEdvJUcE9kHDjPTlg7Oys1YMU01vBx93jgU9UF8cw1XrkMIF0UWLSSWgJyO9kenJ8tkCh5C1HDkRoytkZGbaZo3iWM8SQ5PDbVmjkY4cjMBNzFJ0RRk1SHC8E3CpFpW4+rnWqPSPITIo8QQkqhwTKuDgEKSQwo/2oMUG1oTXrrBXAVKhOE0Sgm03JHYBQoqSNWBlwvmRJ+1+hZccQ5ou+7Iw3NNFlAodag1c3QdkMXSgRQaMBh5ODrMKoSUWCqEZBE0sLYLZW8AknrmNzFqf+u7tXQHtyfFSsW0Wq0+kbaYwcFBbt++Peexu3fvorWmp6dnya/3VIppHI3Gkwjiu4TFik1c8blhw4YVTXpRSiXR8Wp9qaenpxkZGSGbzd7nHPS4qofnn6dcLjMyMoLjOLz66qsrmksYs9zItFqtcuTIEbTWD11LLKZ+6POvLnyK282rCBq40qPiZ9ACHNGgHrpErj0NSm6U5g1DD6XqZNQkAM1AYjF05aKiocAIGs0SGzpmXXCm6130ZcaQoiWsVY+c1uS8BpV6B1Xf4Dc9ipmQZrOfoc4ulHURwmAI6HP3YkxIRuaom3vkVB+BbeCQAeEzY2KxtfR6uxiXUdoxABqNPB4uZfceZGEG6GIv08GJ2ehTZOnU69v2RyUdaheBnUQgyavtCCJTB0uNom41/luLI10CM0FGbcGYOq7oo2HPJ5W3AkVB76HS1grjigGEnKASzs4gzan9uLkL+AStbhFFQe9riaZAUkDL9VHq1Ro89RzgIMlH+5D0ApuxNsARHRh7HSn6sLYKSLTqIwhHWmdroMQGsNcJE5ejyC7Qmr9pE2CFIw9i2tpVjCmgVR/GXEWIQRBZpFiHpIpAgVyHtQJJlkKuhrVFgqCOMVVq9RKF7CmEEghhsTaHVpuRcfGRncSyDiVqiLYUu5W7UNxAmFkzfCMPoe0xrBiklvm3WLkl+bf4OrdWRYiryUonxjypweCvvvoqf/ZnfzbnsT//8z/nxRdfXNbW1lMlpo+yBNRaJ+b1CxEEAadOneLu3buPNBVYDPHd1kq/LMAc39/h4eEFS8Afl5i2C93t27c5fvw4mzZtYseOHat207CcyHR0dJRjx44xNDS0qJugu8EonznzaSaCe3RohRWGRtggqwWeiiKJ6aZLyWkSWENoXGZ8QYcOCYyI9kcbCiEb5Fv7o1poKj50Z8o0QokShql6kcH8bLqwVuugmJki40TfxWbQJGeKlHpn9/SsLTIWnCO00TockaOkB7ib9I9Ct7ODcniF0NSRaFzRSUEP0DQTkb8uTjTxxanhBz5B0EWjUUcYh7I3iaP7ESpECwdHilbFbkSn3ks5OEk8Xk2JDAW1eZ6j0RaMGafWNt4scjRqtbng4oo+XFnCmBmyajdSOCgK0WxPDI7sx5gQRxQIuIsJutBuiAQ82UUjPJK8tpYDWHubZlvBUFa/SCP8K+KoVeCRVTvw29pVpFiPFIbQXEOKXoTIocUmsBMgtwDbwAq0zIEtg3wuuskwDZTqwYTniU3updiIsNMILrV+T9MoeQBpjgCNxLJByZegJcAC0MpFOrvIOLP7y02/Hxu4BHIcxAaUyiB1D1oaLBYr1hNVImeQooxlEGsbCKpYsR1t3iaUu2h4/xor++Z8t5fTrfCkWA2T+9VI85bL5WSWMkStLyMjI3R3d7Np0yZ+4Rd+gRs3bvD7v//7AHz84x/n3/27f8cnPvEJfuzHfoyvfOUr/M7v/A6f/exnl3X+p0ZMF9M7+rDIdGZmhpGREVzX5fXXX1+V6Cq+mIdhuKw7lZggCJK0Zez7uxCPM80bhiGnTp3ixo0b7N+/f9UriJdSgGSt5eLFi1y8eHHRe9unwtN8wfw5GSHIa4tFE4QdBLZKRihqQYAr8vS09keFtdSDDH2ZqFjEw3K34jJUaJs/Ws1R8BoUW20uzcCh7LsM5icJjcRayc3JIn2FKs0gQ7kBstWzWnQV1ya68aTiQO96rGjQpbcRVXwaHKWph+NkZR9NU6HH2cpYMFv04ooOHOm1zBkiep29TPpvz0afTg4VdmIyVwiJgj9V78e6d/CpgxVIkaNT76Rp7pJTW5DCjfboMIChQx/EYtC4GDuDkZ1I4xHaOnm9MRFSAFf2IvDn9IsW9X5q4axRQWQYsZtqa7yZckEygKvAN+eRoogkjyu3YuxYZATPMKBQMou1VVx1EGyItT6uzBGGV4ACUEbLXVh7C9OarmJsDVe+RNAmwODgqb2EYfs+aj9KZDBtqWQp94Edw1oFbI36WGU/kko0X1REEbOgAIyB2AHUwRqk6ID2imCxmZxXQ7izLVrl2jB5+Q6K2Rt+Iw7h8LXZntJWD6k2bxPI12h4nwR5f2fBambD1pqVFiBVq9VVEdO33nqLD33oQ8nPn/jEJwD46Ec/yqc//Wlu3brF1auzKfzh4WH+5//8n/z0T/80v/7rv87Q0BD/5t/8m2W1xcBTIqaLtQRcSGzai2a2bNnCtm3bVjW6WmkhTSzynufx+uuv32cIP/98jyMyjcUrTqWuRYplsZ+b7/scO3aMcrm8qBYcay2/f+33eMd8FVcYpGgihEn2R4UAYyXGSrSaphEqAkNrf6/a6h+1hGGBgjtBI8jhG5+an6PkVTCEhEYw03TpdCx92Upy3olKgS29s3t6d6eL9BVG0SoS33xGIfxe7rZZ/PU426iaawSt8WYKly53C2P+MQQaLbJ06E0EZhohFCW9C4FujX5r0OXsjaIca9DCYVLcwGMAK5oU1AbK2WMkvrHWxdaLTGVn9z7zapimuUaQjPqKHY1mi3W0KJHRJSrhUQQuSuTJqW2EZhwhXBzdD1ZF481EjZzej7Uh1oY4Mo8f3kDRRUiVsN6Dm50gaFkDGjtNRu+k0dYeI8jjqk3U2/pFHbEJRQW/bbqKqw4RmvMIkYn2PG0GLbuBGlodBiTCRj2t2Cmk3BOZJVgPQQVrZ4t8lHoBG0bVv9Gf4ARavgjmy8ze8uVRctMc311YF82ktacBBeQRajfSTrR6R4ewaKBAIV/D0kUz8AmCOo1GloxznVB14OhmVFwlt6LNUQL1nTS8fw5i4Zv0Z0lMV6MAaaU1GgAf/OAHH3oD/+lPf/q+x77xG7+Rd9555/6Dl8FTI6aLsQSMq3ljfN/nxIkTTE5OPjTiWwnLjRattclUhS1btrB9+/ZHpmweh5iOjY0xOTlJR0cHL7/88or+CB7GYtK8MzMzHDlyhFwut6jZrPWwzq+e/xXu+TeRsoGDSzXI4gpwZIP/P3t/Hizpndb3gp/f8i65Z5791Kl931RaSlK31HADg90YPGxxPcbjaxzA2I4exsHtwUMMmLHjGjzRpuGyNXQbMPYN2lyGwA7C2EH40mF7jBt6wWqVVFJJKtW+11lzz3yX3+83f7y5ValUdWpTlzDPf5WVme+by8nv+zzPd4mMj3GSUEVU/QFhxOTQqk+oMh/WJJUYZ6nms32WsRCnVRaL471bo1umlmsgBcSpptUL8JXG1306/Srt2KBtASG6LDdL+EoTpY6S9JkuaKa8gxibklMFenYZTxQyVioBvvTYSLIoMUdKWW+jnoz1m57IU9YLI7MGgLLeS99eJXUdCCBCMKOPDByNJFoUyMklhLJYbbB2LyYBEym6oo/Wc/h6EaUhpysk7hq+mMe4LkpUkaJD35wbnFNMTh0eJL4MSDAEFPQuuhPZnr7chnB9uhNylYJ+hig4CeTQcksGmnJqpBcVQoJTSJnFm/kTCS/CLY+6T4BAv0Ay6DSdayJcDk/uIjVjUB5GrBkz3k0q+RS4M2QJLQA5lHwG7DWE3APOo97oM12dR5BmCS/CgHVIEQ70ogtAF5hHssw4c9Qg5F6UPYHAjBtjeRw1sZOV0sPPHaIUjDvZxBRJ4hKBvsj5je+k476PWq1DuVy+I2h+2MD0Yc610+mwffv2R3hGX596IsBUSrmpD0NrPQK2YZpKsVjkYx/72GOx3YMHA9MhM3Z1dZVnn32WmZmZTT3ucUtxhqPUUqnE/Pz8YwNSuHdnOkye2eyFxoXOBX7t4mdppOuUdUYYik1MXkOgMkeeVuxR9SNSm+1HmwlUPUNiBSl5GpEgUCmBsrRjH4mmm8BMromxIAUsd4tsnQDWJClTDFvkBqPf1PTpxSUWamPiTac7TTWsE/gJFthIPGb8XaxMdKgVvYPYrtG163iihBZ5SmqB2DWo6D1IodAihyTFkVLzjmJtiqcKxHYNT5SReMRJRMmbpZkO3XYsOblI317BuLFRfC1/jKZ/AkEGiYkpYSKPlPHONi8PkLgLGOfQYhpFnlAtYl2Lgj4CaAQeGocTfXLqqQEzNsS6DYzrk3VrZmAN+N8QMgNkax2+LNCf2NF6cjeONWxaH5+Deo7UfG3k/CQI8dURjL2KknsQBEhRQuAQWIR6AXAIFIoERwvwMv9dsXucLwqAQsuD2AmzBKiS8/MI9yWG13pC7ETShgkmMfIYwp4GJIgZIIeUOxE0cOKpbFyLRJBD0MHKo0AKNkHKKtKexSERWCyLeBp8tUxH/M+k/rfQWV/nypWrWGtvyQYdBm9/2MD0v/dgcHhCwHSzNexMz507x9mzZx9pmsrdjnk/ADfJjH355Zfva3f7uKQ4k6PUF198kYsXLz7WRBd4/87UWsvp06e5cuXKpklif7TyR/zujd8mlGT7UaeJjYehjxKaXmoIRIGan+0/tXQkJs9cmHWjvhruRxuj/ehaN08tSCj5GRBHqaKX+CzmWySpxjnFjWaBuWJEJw7oxQXiVGNtQjnwuLw+RdH3cKnCphGRrJDzBFurRXIqR8dcxxNFEtdj1jvARvr2qPt0zhCoPKvJq6PXWNN7aZkzGJeNgwWKmneQ9QlHo7xcAAwRF9GihBI5CmoniV0jr7Yh0FkHLDSOiJJ+CjDgJErHxHqF1OVxrouM9tIP3x7oOgErCdT0LePfUO4E1ogmMkEL6jh9M872FAQU9CFSex5PbqPbMRRyW9BqYIuohtmePogeznlIMYWzHQK1c6ANHTyXKKPlAslEwosSO7HuBm4i3swf6EXNRLyZp54fyFw0iCKSKaSsZmYR8mkQGuEyF6xuugLiaRApwoVIGuAsEAARQj6PsF9jvOiMUWoH8ha3ogJCbkPa8UjdiTmk9JFu/LlacSDbyRLQD34Oof8HtuRhy5YtI6/a9fV1VldXOXv27Ch4W2v9oSAfwaPZmf45mH7AZYzBWsvly5d58cUXqVQqj/2Y99MtXr16lVOnTt015/Nex3rUYNpoNEYd/HCU+kGMk+/UmUZRNLJ03Myu1jnHP7/467zZfpVQOqToZ/vRdLwfNS77I9aqTuokqRHgAjzZITF+ZqxgClSDOokJSV1CnJSpBnWUzM6v0Q8oeo7Z/LCzszQ7FXbOZPu7PLDaKrBQauPpbHxcMoJed4ZqdUxAEck8iVumk2RjQYFgzj/ERvI2nsijREhezuHoA4Ip7zA4iS9DoIcn9uAwWJcSqAJdcw2PCgkdKnoXsb0IXga2xnUoqp3Uk3HnF4hZtNT0J+QqFXVkYAM4TGVRlL2n6KszSKZxNsDFJYzp03YRWu1DaY9A5/BkgiXAc7OktkdOL9FLxzvazBqwQDSwFDRuDVjCcorIDA3th4zdyZ1pSE7tIR3EmwlyKLkDMQga0PIoQnhIVwQRMZTMZF1fBdxVBDM4OkCKN6EXhRThfIRIsOZrgzMAKfcj3RmgRaWU3Sjlc4PM0cnUlxcQ9gyIRRA5cPksVYZ0oBcV4BxCBEADK3YjXISjgKKJdNdGr9PKIyh7DvDphz+JVc/e8v2e9KrdsWPHLcHbN2/epN/v85WvfIWpqalR9/o4p0kPWg9L0PyzEAwOTwiYbuYKbG1tbWTC8JGPfOSRsHU3U5vpFo0xnDp1iuXlZZ555plRvt/91qMEuUkpztBhafg+P2oT+jvV7ceo1+u8+uqr1Go1nnvuuXtaOnbTHj995lM00xUEfTwZ0o5DfCnQIqJvAoyFnIopDyQq1oZZ/qjKGLupCUitpZrL9nrGQrtXYbYw1o92oimK3gZaSDpRQJwEGWFJ9mh0p+jGKaEskpoOjW5I35jMFkD49JM2ihmiNEKYPNtnY6wzgMATeUp6lrUBOzd2TWpqnqY5PRiPZnmjM/7eOyS+9OgkQ5lLlvjSTt/K2KlJSOhNEer8YOd6DCEk0nkIkWKJ0KKEcRGhnKY/kRuqRJmcmqEzBD865NU+0vDKhCWeg2g/ifc6yQBjhMsRym10RzFsgpzan6Wm4PDVAQQBmgp1cw0t9g8mEwYlilh3Ey22Yl0PgcYTAemEyb2W27Du2q07U3Wc1H6RcSi3JlBP3aIXFdRQYh5rzyHEHIg8QiwiXBeBRMj5AcM5RNAHEeJsRL9Xp5DfgzAnGQOplxGYhmNiVwdqKCGQdjwad2Ibkj7CjqVSTh5Eu8tZ3is+UMDKgyi3gpHHif3/B07tvv0r/p6aDN7O5/Ncu3aNbdu2sb6+zunTpzeVDfr1KGPMQ/0e/zmYfkBlreXMmTNcvHiRAwcOcOrUqQ90/HGvMe9wrKu1fmhJzqOSxgzBfWVl5Y7ErA+iMx129JNs63379rFjx457fn6n2+/yLy/9Kq20TklLnLD004i850b70WYcUPN7OBzWKZqxouYnpM5hbEC9Lyl6KaFOiFKFc4peqpgt1IHsYuNmp8y20pg92o2KhH6XQpAdw1pBLy4zVxnb4rW7VQLVJAyiwX2gvz7N4uy1Qe8HRbWIIKVv18mrBaTzKahZUteiovcMrOQVWkiM61LRB7AuRYscsVsjtVnnKpBMewdG0WnWRQhXw1KnMQGSFe8pWua1kaZU4lPWu28b2W7PyDquQyh3DULAp3F00exDDN4TT4QYvYpzu0ltD5vF4xD7Yw2r5/Zh7LlBh51VXh+nn/4RYTHz/ZW2iCe3ENnxyNMTO1C0sG4FIapI8mi1B+fW0XIXoHFOokQO6KDVMZxLwMV4qoYxpxnuaKXYhiTBDeLNnOsgxVEwr+Loj0Uz6gWYiDcDiTG7EO4ro3/DPEJODzSqB8nsAYvIgbWhFTWycblCingQIDMFdEAcRLlTGSEJMs9ieQzPfgUr9hIH/xAn71/vbq1Fa83c3NxoFdLr9VhfX2d9fZ3Ll7PvZLVaHQFwLpf7uoyGH2Zn6pyj2+1uKnjkSa8nGkx7vR6vvfYaaZqOkl7eeuutDywWDe4OcEOnpUdlePAoQK7T6XDixAmUUu+7s32cRKdhCSEwxvDGG2+wsrKyaYvCLyx/gd+/8W8IVaYftU5jrY9xPZTw6CSWnMxT9epI4bDOkZocs4P9qMax0smxWBz76673clR9Q2GQUdpNNIkJmc116cd5rJUst33mipmFYD8q0EkEgRR4ymX7Uc/DGolPQsMG9KMAgaPXlyxOj/d5U95+2ubCRPfpUfN2szKx+yyprTiaxHa8i5zyj1FPxhFevqhQUFP0zVVycgkpAgI5Q6N3A58Ceb0EDrQMSGmQV7szP11jCFSOTjr20y2qg0T2PInrjW4r62dp35LmUiGUVTrm7Oi2UO3FiJtY1czSUlwOEW/PzBnsLFIGaBUSegVwKYF6lmZzg0Ihj1Y+xl5DUMLRIpRHcPZd7ACAnauj1D4SM44yE4R4ci/ppDZULKCFxpiJDls+hXBrgI+U+8isBacRrgPqqcFbapCiBKyA2JlJZogRzFIpnmZcc0ghwb45/CgQYh+KS4gJA3snjyHdSYQbqwmceh5lXweKWJEHl8fJOSRdEvXdxMEnQTwYSNyJgJTL5VhaWhplg7ZaLdbX11lZWeHdd9/F9/0RsNZqtcdGyry9/pyAlNUTAaZ3upq6efMmb7zxxnsCqT/IjNH3O97Q8ODmzZuPxGlpWA8Lpjdv3uTkyZMsLS3d1UFISkmSJA98nM2UMYaVlZWR7OVeHbu1ln928XO80zlJTgsEfQSGjhFMBT3ygLEaJSDQG1gHkRFYGxLqJqlV4CBOy8zk13BO4jB0oimmw41BlwGtKCBUUMk1BseNafdm2T2bWQkWc7DeLrBUjgkH9oPWQqezQLU63kVuNPOUQstMZbgbFMz7T9E2lwjlFEr4eKKEzHpnpr3sR14JD0EP4wJ8USG1EQVvjsaEM1JBLSHo0DEDNxfnqHpPU0++CrnM5E+ZPAW1RH3CZCGvdoBo0jUXgUzSUtLHSNw1ArWEwEcSoIWPI6agn2WY06mFI3WraDGbda9iD7E5BUPSFIait5NITmjybAVMnoSTo2mpkFtwrBKb8dg4p57HmrcQoowUCwjyKFkF+njqebI9pEAJPwNZuX8QsVZAsHaLXlSrZ3FmbKPoHGj1PNb8lwm9aIin9t2WOTqLEiVwp0lNiNYVENsRdAANcp5Mt5pDigRHGUeCsBGIGaQ9S9YVpxlLVz2DHulRGxlYyym0/Qqp+lbi4P8F4sHB7F5sXiEE5XKZcrnMzp07McZQr9fZ2Njg4sWLvPnmmxSLxRGwVqvVx7ZvfVjm8Z+PeR9TGWN45513uHbtGkeOHHlPDM69LAUfdd0OcLd3fsPotEdRSqlNG/lPlrWWd999l8uXL3P06FEWFhbuev/HPeZdXV3l0qVLhGHIRz7ykXv+obWTNv/0zKfomnWU6OOJkFbi40mJEjHdNCS1kFcx+UHEWWpDtIgI/QzMUqOJjKWay8a21sFqt8xiYR1jBbFV9JMqnmyghEe9W0C4kE6cEuiY5eYUsXHkREhke3gux0onR0ErSHyEbNLulLEuBlOikl8h8AfnYhQL4R5WB/FmAGW1g465QOwag1scc/5T1Cc6VF9UCVSRjQGrN8stPUJibyBFAV9NIfHRMo9zERXvGM1Gg1w+JNQ5ErdOKJcwrksottA3b8EoOk1S9A7cMur1xEz23prx2LqgDpLas8SjFBhHUT9PL30VKQpIkUdRxZc5HDGhehaERDgfqR3O9bCuirE9bJxH60tY18nMhJwg4KmRM5FzbQQlPBmQmDEzVontWTdnxyN3Tx0D+w6ZwbxGUESrIzi3jJQHMrMD52XaUHpIdTwztncpSpXAXAJKQBshdmTSl4GBvVZ9EHuR9iSTBvZSPY90X0YMWOgOAfI5lB2/h448Qu5DuJtYsZvMS6uAEAqBIfL+Lqn3d0A83JTqfrWbSimmp6dHK504jtnY2GB9fZ23336bOI6pVCqjzrVUKj2ykfDDdKbW2j8H00ddQojR/lEIwcsvv0w+/96E+a9nZzrURm7bto39+/c/8uX/g4DcMPQ8SRI++tGPbupL+bjA1DnH+fPnOXv2LHNzcyMjjrvVm81TfP7yP6dtWhS1AAFdE1PQDn+0H/WZ8vsjGUcj9pjyejhhcU5QjwIqfkQ1zIAkSj16iWaxkBFalLSstItsKw0NBiJ6cR5Pt9haHI4d4Ua9wkJt3AV5vSK+6JIvjYHm2s0pdixkJgGpkfS7FfK+T+I6A72oxhdlrOsSyGKWtIbFFyGJXaOgtmJchEeRmHU65tLouae9I6P9KICmRE7NUE/GZB0hF0nEDaJ0zJbNHI2+hkCjRAVPTOHJAs71KeinECgkIQKDI0aJShZCLiuk9iKZb200sAbcRy/NSDjWNVHkkLJO34xTZ0J1hMS8iZsA4Jx+gUj8KaNP21WQyRwJ1zFmC1KEKFUl8DJjFk89j8Mi8DK3IguCWRwtfHkUZ7OM0+Hza7kbOwDg7D0tI+U8dmL8K8Q2tIhhIjJOyCNIex2EBrEDYz2azRzTNQ/UUUCAtQhZQrABYm/2ulwfIbYiJ9yQHBWknEW68edhWUSJBtLeIPJ/hNT7n3gU9bDdnu/7zM/PMz8/j3NutG/d2NgYWeoNiUy1Wu2Ov7WbrYcB0243W738OZg+wrp69SpvvvnmPYHq6wGmQ2/dGzduPNKx7u11vyC3vr7OiRMnmJmZua/Q88fB5k3TlJMnT9JoNHjxxRep1+usra3d9TH/7vq/4w9X/j2BkhS0wRFgTQlju0gV0EqgoHIUdQOHxFiDtUVmgnG3t9otMl9ojMa4670cJW0o+tEge1QiCSl5PVq9MnEKzb5HNTA0Yo80KdOIUoqehxR9rten0MIhnEdBJ8SkqCjEuISoV2THwpjFudEsMlVq43kRbQMgmPEOsxKPO5mcnCGQirV0LJmoeYdppu/gSFCEeKJMSc+RuiYlfRCJRol8Rr7BUNZP4UjR5GmKSwNgFFgSKnr3yE/XkWYB1qJ9y+6zqJ6ia14ZyWOGGaS9ETsXFFP4skZqb+DL7QgR4okZoINA4OnFTE8oQpxroOVWnOthXJ9AbSOa8MWVTBOoAkZkpCUPcGYXQryDFR3s8M/XHEWpE0xKUwL1HNa+iqAMooCkhhR5EGnWfSLBaaSQWacrD4GLEBRRrMJEfqlUzyHM69nzDyWj7hmmK6+NScJ4KHUEOcESdpQQYh7pXhtZBTqxdfQdM/IpQIMLEcJhSYm9H8Z433rH7/mD1KM0bRBCkM/nyefzbN26FWstrVZrJME5ffo0QRCMgHVqauq+pC4PA6adTnZR+Odg+ojKWsv169c3BVS3Wwo+7hqeWz6f56WXXnqoK7h71WaJQc45Lly4wJkzZzhw4ADbtm27r5HNw2SN3qna7TavvvoqYRjy8ssv4/s+jUbjfY+RmpRfOf8ZzvXeIq8V2agtpZtKpoLmYD+a4glHoDIZS2IV1nkUvcGu0wm6/SKLxfroeVu9GlPBBkpmx+0kHoGylPwM1J1ztLrz7Jkb28+1unnmSwmlcMhMdWzUZ5mpju/T7uTwRMBMdZ0k9enHkl53Cu216PeqLOSzcaxCYomZ8o7iMEgkgojENvBFlcR1qHoHaEwY3CuRI1Q+jXRMPirpA3ST1zCjzk9Q856imf4phNkW0xM18qJG35zHk7MokSeQi5n1nlD4cku2T5Qh1rYJ1R4cEcbG5FRtoBfNKpA7cK5NbIc7WijoY0TmSzAyRpDk1TO36EWlqOCrWWL7NcBDiiLdZo1aOTOOkOoZBBpBDnQE1HAuITU9bFJCiHMYFEoZnA3QYhd2YILgaCBciBBN7IQ0Rcp9YG9iGctolHoOad+YONc8Uj6NsNdB7iVj5/oIkUPYDs3OPsqlArjMrUjYyzhqQBuYQgqNGLCEBSlOTKG5hhim3Tiw8jDKvQ1O0w//V6x6gUdZ1tqH0m7eraSUVCoVKpXKLfvW9fV1Lly4wJtvvkmpVBoBa6VSuStYPoxpQ6fTQWt9V8/yD0s9EWAqpeSFF17YVLc0aSn4uOvGjRtcuXJl07u/h63NaFqTJOHkyZM0m80HNq54lGPeYYTbjh072Ldv3wjU3+8YG1Gdnzn7T4lcCy1jpPDpJBolfJRIaCc5rBOEMiJUjthKcDmU6JJTCc6BsSH91FDJN0itwDnFWjfHVNiib3xMIkhNASk6eCpkpRngC59GnFAKDFfWp5BSIJ3EEVPyAm5EATnliPsB5UKdKNb4XkqrVaMQNgiDIWErptOZZmluOA5u0DcgMPTscIzsmPWODvJGs/dAiRwVbyfN9BSeKA/cixbJOj9FRR8DBFoEWNcjr3fjXIKxMaGu0UnfJZNxWAKWkLTp2wsAGNcm5z1DO/0yY2cin6LaT3vC0tAX83jS0TPDHW1AXh/F2GWUqOLJeUDjiQLQI1RPAxZrEzxVJjWXkExj6aCYRoqExA7HrAmeWKKYfxvjYoZ/opnH7iQRyCfQB0nFxPjUzSBsntStYM0CQoZIMUPgW4TQSLmIcxZEkDFsxQzOFYAWnjz8HgtBJQ+A/fLwowBKSLkE5mt4ErwC4ObRwkfYt8fnIXYNdqs9nFjCiRyIeSRdLDWyMDZwhCjaWLGfKPwJnNz3nu/5w9YHaSd4+741iqLRvvWtt94iSZJb9q3FYvGWi/eH8eYdZpk+CXrZhylr7ZMBpvdTH8SY11rL22+/zbVr11hcXCRN0w/kw74XyA2DxYcM2Qelvj8KMHXOcfr0aS5fvnzHCLc7RbCdqJ/gt6/+b3RMi6JWIAT9NKXoOTw51o9O+b3RfjT7d2v073o/RzXoU8tl4JYYTS/xWCqNU1FutMtsLS4PpDEdUhPiqT47y93Rfa5t1Ng2NTZpb/dzKCuYmqmP73Nzii3TdaJU0eoU6fUD4tRRzknW1xYRFpampil6AkNCIGsYG1NQNTrmHAIfR59QzqKEpDnIG01ck5LaSjt9HTciDGkq+sCIjAQQynmkFDRHgd8gujuR+QZaFPDk1MA8v4ilT1E/A4OEGU+EJG4FX27F2g6emMFwmcS2R6+voI/QS8e7SYFPQe+jPwF+SsyhhU8/He8JA3UQ465lDrliCUmILxdxrkGnu41ypYYQAilyA3buwQygnEWJIql5beL5d6BkByfH0Vg2PYiSJzPN5uBratKn8fQrE4xdiaeeHQBpAUSRzGShCCQgnxtEqmkkHtAGeZg07RD1oVKQMMESdvIw0p7PzB0A3AaIZ1H2K4jxTBgrj+PZL2PFbvrhL+HkrQTJR1VfT2/eIAhYWFhgYWFhpAMdguuFCxeQUo4cmarVKs65h+pM/yzIYj60YPo4x7zdbpcTJ04A8PLLL7O2tsbNmzcf2/Em624gd+XKFd566633DRZ/VMfZTMVxzGuvvUa/339f0tPte9nfvfq7/NHaF/CloKgNDo0zRYzrggupx4KSCgllC+MCEpOgyFPymhgnkWR+utO5Nqlz2NRnox9Q0SlKWnpJmVZsyKkcgerR6s/QiQxxIikEgnaUkKYl2nFEUefwVZNGt4JxKcKG5HWPMMyAJjWCbnOGHQvZ5+55KetNTaXQJp8bk25Wby7QVyfpJ9lPvC+KlNQM6xPRYmW1l4R1HJaC2oYkIKeqONelrA8zyIzDkz6xq5NXu7CujycqxPb6Lb64Nf0M7fzXSCFzaRIFcmoLzYndZyh34FyL/oSXbUkfo29eQyCzlBhKBGoR51rk1LEBE9VDIXB0CNRRHAnSeTjXJrVjy8RQP0tsJi34GgTqmVGYd74Exhbx1NIo9QVAia0oEWPdJUAhKOCpwwi3CmIOKbeCkwhRQqgegqM4l2JMjyQuIeV50jRA6whrQ7TYCSNDiA64PEr0Bgzg4ZdwF5ImuLHjFRyglLuEGOyPHTmcehppr+HkNhwBOAWyjKSHFU8PfHsTBDWkvUQqXyQKfxrE3eMCH6aeFKN7IQSFQoFCoXDLvnV9fZ0bN25w+nSm2T137hzT09PUarX7Gk//WQFTIcSTA6abBYfHOeYd6jS3bNnCwYMHkVJSr9c/sLHyvTSt95NAc7d6GDBtNBq8+uqrVCoVXnrppfclPQ33srGJ+eXzv8j53mmK2sfSx+HopoapYJ0ckNqUnHSEerAfNRaJpODVgWw/2k/KbCmNAaLZrbKQr4/2o73EUfAc1WDcoVozx1JtfCHUj/J4ylDNr43u02wvUilcY/i71evl6fUlOb9Fs12lFzuUKxObDp4r06wnpMahjKZUjNHxPFJbPBngy5TWiPjjmPKeonHLqDekqrdTn7QPlFuxdGgl49dW8Z6inb4BmEwaI6oU1ALGNXD9beTDEp5XQjqDEwkFfQznUiQBztVJyUa4joiy9/Sg+8y0os6leCpHb0Iy48vtSNrEbixNCdXTJPYUjEhLmpx+jtRewZO7ECJAEKLxEcT46nmsMzQadWrVGZxbHvjnttFiB7grWIZdscFT+3D2q9l74wAEnnwea/5oovvM4ak9qGA8ErZuBmyB1K0SmYUs61ROE/guk6PIOcANOtLe4Ll9MreivYTyDYSY+O7LI2jzleFHNtCQPo2acE1yBCD3ouyXSNW3EAU/BeLx7vieFDC9vSb3rbt27aLT6fCVr3wFpRTnz5/njTfeoFQqjUbClUrlrq9jCKYfFlP/9ysp5ZMDppstpdQjNxyw1vLOO+9w9erV9+g0P0j28O0gN+ySh1KhR6VpfVA277A73rNnD7t27brrH4AQgg1X5x+9/ROkdAlkghOGfiJxhGhhaMQ5BBItIgKp6CQeSmSRVqGC2Pg4G9I3ESW/RzMKsoDsvqTsxdSjPM5JjPURok9JB9xs5AikRz1KmMrB1Y0qOa3oJZZQpxR8R7MXEmhL1KtQK49ZtvVmkbzfZ35qqD3s0Lw5w5aFi6P7REFIt6uZns5AOwVyyTYScZXEZt9L6fJUvD3Ebo2iyqz7tMijMCAMFX0sIyg5H0ub1KV4okrqupT1Adrp5Bi0QCAD2ulgzxmCE7vpm4uYCT/dkn6O7oSBgySgqA8Rm7N4MhvFajmFcAYhHHl9PJMuCY2kj8VD2BzOdfDlTuKJ7FJBQKD3Ew1AxzhQzOLLkMRenDjXveTyN0nt+dFtvnoOY97MQI8lBHm0mke4NqjnyAwbyBi7ro6UB3CuD84iRA5rx5mgUuzEk12QY51sku7Fk2+iiEYM3SQ9iq8nu2eQ6gWkfRVHnjgJ8L0qyDkEXax8lowlLBAiBNfCiAMIInApQlSQ9i0S/deJ/R8B8fjN5p9UML29hBBIKdm/fz+Q7VuHEpw333yTNE1Hloe1Wu09+9Y/KxpT59yHE0z7/f6977jJ6vV6nDhxAmvtHZNMPggf2zsda3l5mddff/2WLvlxHGczZa3lrbfe4saNG5sOYX+z/yZ/WPh3A/aoGESlWYqeQcse4Ab70M6EfjSg4tXH/+7nKAdtisFwJKfpJ4pt5TGIZPvRldFjhAvQUrN7cJ/qYD+6Y2ptZC/YjXxcElIr3yQ1kjT1WF4vMV+JaPdCon6RdgSe8PCUYX1tC8I52r2YUqgRqkWnXaBStNS8PTTEGPyky6PSEg05vi3PdhJ5kXQC/GreMzQmdqFKFCjp7XTMKTxRRYk8oVwA10UISUk/Awia9S6qpPDkNhwJqemS14u3ALAnpvFlSH9gJm9cnVDuJzZvYSfOoaifIzJfZrwz1eTUEaJBlJkUJbSYRwoPMATqGUAhCVAYHBFCloEISQXjLiFlNHr+QL1AOjJs6OPoEqhDWHObWb2cmkh9ASm2I0Qf5y4zjFRT8iDSbSBECcRWMiOHPKHfA8oweC+SuIInz2ONQClwTgFHUAO9qBAdtEoRch45acYgqkgxhXQXRrdZFpBCIt1bRN4Pk3p/Cz6gDuphY80+qLqdfBQEAYuLiywuLuKco9PpjPat58+fR0rJ1NQUaZpSLBbpdDqPTCHx2c9+lp/5mZ/h+vXrHDlyhF/4hV/gG7/xG9/3/r/1W7/Fpz/9ad59910qlQp/+S//ZX72Z392U79vt9cT1Zluts1/lJ3i8vIyJ0+eZGFhgYMHD97xy/tBd6ZpmnL69GkuXrzI0aNH3+MA9aiOs1lpTL/f59VXX8U5t+nu+Dcvf54/bXwRJQ0FneCch7U5rOviXI6NSFJWAVp0SWyBvo3xCQhll8gEKKFY7ylKfkQ71ngyoBFLytKRYmhH0zSThBwKJVLa/TkavRgpFEpYEAmpmSKxER4lavlVUuOhZEIvqhKoDkG+nr0XwpD0ZtmzJetQi4VMCjPtS8rF8dizvjrP1i1rqEFOpzWKmreXRvoaSuTQokBeLWQA4wtwU6TG4iIwpoOjivJqCG0o6jm66VkEHo6EUC4ghaVjsv1T4urk5Ba66WsT2lBBxTuGLr2VUWQMKMqEapb2YEcr0OT1/oGnrCKnDg92oSWyiLd9OCzWJQPDhgtIqljaSHL4cp7InBgcL0WJUmYNaCfHv09hzEnMhMl9xtj908F3CwQFfHkQ626i5H4EAULkUUKBS1DyeRAG7OC7aJeBKaCJlPvBXiSLV8vOQ8vdCPsKYEaB3kq+cJtdoMJTx/CDE6NbrCuRJotIbtA2iwgZYlwOLJRLeax8DrADcxENdmVkYO9YRNEA16Yf/BRGf/s9v/ePsj4snendNKZCCIrFIsVikW3btmGtpdlssr6+zuc//3l+/ud/fjQS/rf/9t/yTd/0TQ8cq/k7v/M7fPKTn+Szn/0sH/vYx/jVX/1Vvu3bvo1Tp06xffv299z/i1/8In/rb/0tfv7nf57v+I7v4OrVq3ziE5/gb//tv83v/d7vPdA5CPe4U6I3WcaYTRGLrly5wvXr13nhhQfXdQ0Dqof2e3cDrEajwSuvvMI3f/M3P/DxNlvr6+t89atfpVAo8Oyzzz628cdmX9Mw9m5ubu4Wf+T3q77p88vnf4kL3XcoqhDj+khp6aWKWpARd1KrMdZR9DKQSIzCoSjo7P+H+9FKON4htns1CkEdPcgfjVKf2AimwjE7d701y1RpGTm4JouTHP3YMV3sjJ6n3pqjFK5m2sBYIGyeds9SDAX9xGEdeMInMjHVUJImKb62NJqaqakGYWjwvJg4ylP2Cjg91qJW9H669uIo3DszcDhCM53sWsvINMB64z1ujj0gGwihUSJE4BPKCs51GUkxnEHLHKlbptOro32DpoQUfRI3ZiQX9RFi8zZuwiKvqJ8b7UwBpCiQU0vEEy5BWmxBCYFzPYTIZ7tQMQ+iMzgHgXMWLfLg1nH0ca6Hcx08tZt0wiUoTfPk/SWMHZvJK7GEEgbnxu+XkofAXoHRHhWUfBZnT4PIISgAAVouZP65QmXn4iyCIoK1zA/XdYEEKebAjV8TYhotygg3ZgknZh5sTDDYxWe37cDXdSRjU3srD6PsVZwoE/n/EKsfrYZ0M/XlL3+Z/fv3byoc4utZw3i4j370ow/02B/6oR/i7NmzCCF49913efHFF/mhH/oh/ubf/Jv39Vwf+chHeO655/jc5z43uu3QoUN893d/N5/61Kfec/+f/dmf5XOf+xxnz47NTT7zmc/w6U9/epTIc7/1xHSmm62H7RSHSTTGGF566aV7AtYH1ZlubGyMWMR3I/Y8irrXmHfSFOLgwYNs27btns95rn2ef3bxlwf+rRZEm9QqkkQTKKhHIZ7QWGJyStOIJYHMYVybvPLophJhQ7ppl5JvWe4UCZVPM7IUtGGlW0QJibECREpJaW7UfXKez0YvZa6YstEpkPMErZ6gkouZKmRgax202/NMl4as1JRelCPwOmyvjG35rixPszB7deR0E0eaRr3Azp1jV53V1TKVfIznJWi5FYlPTk1hXJey3gcIxACUU+oU1C6M66PIY1yDeASkjiDZT+y9m7FFHQinKco9NCd8a/1B4HcrzUz2pQ8e+7BcJnUGLWoI8hT0Voyrk9OHyAzbFVL4WNciUIdwLgIHnpTEZsx4DeRBjL1M6gag5tYI9fGBOcPwOyIpqKdHjF0AIUp4aonUfg1BLmPhugWiqI4IQrQ6jkACfrYrpo8TtYFb0TTYM9wCpOoF3JD96zo46gN/3i9OEJIKKLkdJsAbZpCiMADSfCaREVtRpCAkVgz3oT6eZ4iiJp2oQuA7ojhHoG7cAqSxPUrAOzhRJQo+jVUH7/Ktf3z1Z6EzvVdNTU2xa9cuduzYwWc/+1kuX77Mf/yP//G+LyDiOOaVV17hx37sx265/eMf/zh/8id/csfHvPzyy/zET/wEf/AHf8C3fdu3sby8zL/+1/+av/JX/soDvRZ4gsD0gxjzrqys8Prrr78nieZuNZnL+TgYZ845Ll68yLvvvsuuXbs4c+bMY/8juhuYpmnKG2+8Qb1e54UXXqBard7z+b60/iV+99pvYVyElo5A+rSTlJJO0X5Eth8NqfjN0W4zjgOKem3w7z69fo5ysEE5zDpWLRXd2LJjAuxutstsLY2tA9vKR5GyezYjAxVx3KjXWKqsIwcs33Y/RKYFpGjQalfoxRBFAcXAstFLiaMyrSgmr3N4qkW3PU2a9klTQc6XzM9vjF7nyo0ZFuZWUMoSuw6p0VS8fawl48iwnJxHC0vbTHath2kP7AMFHlqUKertpLpOyAGck9hEYpKErumC2IH2BJ4KUDomtatkhg0G19lDWjjDEOiMs5T0FjoTcWqKaXxZoG/G5KBQ7cVxg9hmDlKCPDl9DGOv4amtWcTa0MaQHoF6JmP/2hhfVTDmLFAAOkixgBSKdGB44OihxDacO0++0CQd/Hn66lmcfRXDeOLkqRexI8mMQFBFqr3g1hDyMEL44AKU8DMCkHwu0+Jag5I5sJeAAIhA7EDSGRnYQxchtqPcmaybdVlf7cQwPi0hN1BtOPkcpfB1BBaHwLkc7f4etFil3jvI5fr3USznmZpqf13Yph8mMH3YxJihQmHbtm18//d//30/x+rqKsaY92jd5+fnuXHjxh0f8/LLL/Nbv/VbfO/3fi/9fp80TfnO7/xOPvOZz9z38Yf1xIDpZutBdKbDVJVLly5x5MgRtmzZcl/HAx4LmE762b7wwgsUCgXOnDnz2P+Q3o/N2+l0ePXVV/F9n5deeumeFl/OOX7j0m/wRutrOCJyOsU5h7FllIhJUp9WqiiqEEmPvinRMzGh9FBEtNM8nvDY6FnynmG9FxCoIu3EUhQQYWj2Z2kmEWUdokSXbjRDJ4pQQuFIyPsxvThAipg4nmZbbTz27PXLeETkR7tPh9mYZ8vi9RGPJIoDnPCZq03sR9emqJQbBEHmuBRFHp36DGHQoNOappwrMFWsoQRYUqreU+AsUihwXRJXR1MipUNVH73FvF4Kn5yq3WLEkJPbELqJU+sjo3id7ieRp0ndAJmcJC+eoudfRLMFT+VQlAbSIEteHwcswmWuvcZtoMX8IAx8J6k9xTBRBiCnDxFN6FMFIYHaQ99MkKKYw5ceSTo2uddyP9AELEruQRAixTSSDoYirVaTSqU4ME9YBrE4GFl38OThCSAFKCDl/LgjBRBzaJEDe3nUkQqxEylaYCf0ovIowq0A4cAyMEAwjRR9EGUs2fuCyyNZAWZxdME16cYHKYfjzwQEqINUcycw8hi98P9DyRnW19c5d+4cWuuR1GNqauoDyQn9MIHpwxCl2u02u3bteiTncvvv891+s0+dOsUP//AP84/+0T/iW7/1W7l+/To/+qM/yic+8Ql+4zd+44GO/6ED0/vVmU6mqmxmrHt7Db8oD3sFdnu1Wi1effVVcrncyM1o+LoeN3t4+Dom/2CH7OGtW7duKhGnm3b5lfO/xMX+u5R1HuM0qRXExlELNgiB2BiKQF6vkwdiE1HSmryuZ8cf7Ee3V8Y/ku1+ja3Fxmg/Gqc+Dsl0bmxe0IunmS6tjTSmSerT6eeYKa4QpRprPTq9Gp5rAnnqrZBQBbT7KbW84MryNDlPEacGsNSKCb1eiO9F3LheY2lpbdTZpolHp5lncXHoltMiJwK65hzxhKHCjHdssB/NzlsSUFH7aadv48tplMjhy1kEMQJBWT+DIAsPH+abKsqkpkNBb6ct/pThz4BweVQ6TeSdRHqQ0sQlC3hqlWiCHJRXR4nM6YmdqaOojxOZV7I4NWaQoownyjgXEQxGsc6Bkj7W1fHkfpzrZlmibg1jx/sjTz2DmdSeuiFj97+MRCj5gkSJp7G3kIOKaLkLa08hxDRQQIg55ND6cJBpmo2mBdACdoPrAdNIdx7ojp5NyGcRk168LpO+KPvHI0N7ATh5HOXGFwwORZTsp+Cfx4kZHHkcxWxETUys/xqJ/z+TFyH5AiPSTKPRYH19ncuXL3Pq1KlRTujU1BTVavWxgN6HBUwflnXc6/Ue2rRhZmYGpdR7utDl5eX3dKvD+tSnPsXHPvYxfvRHfxSAY8eOUSgU+MZv/Eb+yT/5Jw9E/PzQgen9jHmHY925uTkOHz78QB/6JJg+KuPpa9eu8eabb7Jz50727t17i58tfLBgKoTgzJkzXLhwYdPs4Xeap/n1y58Dl5BTFksT6ySJEeSVpBEHBMIntjEF7bEeKQoqpG+6lHRAO/GQNqCZdKkGkmutMgXt0YhTisrSTYtoITA2Y9uWfEejW8RTlrV2wFKtMRoXr3fyVPyU2VK29wp0QrM1w3xlbBXX6QZoUuan60DGG722UmPLTB2lBpmkqaC+PsPS0jJR5OGsz0Y9oJKTWJNw48Y8Sih86zO9o4R1BQI3TWojSt4sreQUQyD1xfQgNzQzaI9tn5LaR8+8lTk+ASNHo/TL48+FkILeSXvQqWUa0+1IDGiB4ClazQ6+LoDr0TceUhVQniFQs6TmIm4kc/Eo6AOjNBfrWgg8pIjom/FY2pO7cNRJzPiCJlTHsOatASgHSFHEUwdxbhWtDiLQ4BRK5HB00OrpgY9wn35H4ZcnYtGYz0K/hyNhFyFFBdxZrBuP0JU6inTnMlLR8P2YTH2hCBQQai/CbYA8AqjMNUkWELSx8ijCxRkIy0WkHZv5O3IIuYtCMPDidRFQRggfZf+URP+PJP7/8z0a0knrvD179tySEzr0rR3qKKemph7JSNg596EB00fRmT4smPq+z/Hjx/nCF77A93zP94xu/8IXvsB3fdd33fEx3W73PbyUySnkg9QTA6b3uzO9WwtvreXMmTNcvHiRw4cPs7S09FDntdk0l3vVpF7zmWeeYXZ29rEd6241/CON45hTp07R7Xb56Ec/SqlUuudj/2j1j/g3N/53JA5IyIk8zTiiFqTkdQw4ojig6NXHo1QbUNBrFD0HdOn3cxSCNpVc1uH4WtGNQnZVxoSUm50iS6UWcuBW0408BDl2zIxZvjc3akwVW8RGkvTKdCJBQRbo9rsIs0irHxNID+MStE6Jk2mMi5GuxFRpeeSE0+8GxFHA7FxGDsrlYprrJbbMbhCMDO4djRtL1LacY2NwkyeKFNXMROC3oKT2Y2kBgqLah8DDk2UcPTT7cVicSwlEkdhewRPTpK6DooCvQrpmnJASiCVSewkzJAfhkGI3Msw6YAkZqCV7SPWEf6+tEappjFvHl/sRIkCJMrgYIRxS1MgAKgDqWOcjKOFokVfPk06ALaR4agfJRFqMoIgnl0gm7ifFAp6QeCMTDImShxGuk9kVisMgfIQrI0REdkljMlMESkh3FciTdZtpJn2Z0J5CFyH3I8wkoSRAqQPIka0gWacpF5F2oG/Fw4klpCggSOjEuwGPIKwhAUFCpDevIb09J7Tb7bK+vv5IR8LDi+kPC5g+7M50M78796of+ZEf4fu+7/t4/vnneemll/i1X/s1Ll26xCc+8QkAfvzHf5yrV6/ym7/5mwB8x3d8B3/n7/wdPve5z43GvJ/85Cd58cUX72sNOFlPDJhutoZXE8aYOzJeh2PdOI43DRD3qs2kudyrbvf8fT+95gdhEjH88n/1q1+lXC7z0ksv3bPrTk3Kr1/8dc503wSXEOgUcCTGUtAxqfXpG4EvQiR9ummRyKZooZCkNJI8ORmw1k0o+LDWE4SqSDdNyaGwMqYd1eiZPqEsUfQ2SE2AsQlJGuLpHoWgDoB1jkZrhq0TRvX9WFHxLcX8FaoDy9RkbZr5qWujcXCaatYaBRZmxl1rY6MG9Al9y+pqGS196nVFIUyx6Sz9JKEc+tRXUqZmewQs4kQfTRF5W25oRjR6e8K8XlLxjtBIxwDgUSFUFZoTxvE5tRvrNjCuRSCXkCLEF/M42nhkzjLOWTwZ0pQX0WxDiBjrUnxVJRZjdq60iwjXIeWdERlX2f0Y+d9wI22oI9TPE5uxaQEo8upZjHkbJbZkcWWUkTIgA9QXAIezoKTGuTWkWMK6LkrMoMQKbhhRBih5FOy7AxnN8Lbncfa/jrpnIHte++VbzkPK58BdBLFjYPlUQMgA4RJQzw/YzwYpiwh3A8cs0AEKSBEghlFyAGIeJXrIAUmp4EOULuHZZaBN7P+/Sb3v5EFq0rd2OBIeRpldunSJU6dO3Ze13rA+bGD6MJ3po/Lm/d7v/V7W1tb4yZ/8Sa5fv87Ro0f5gz/4A3bs2AHA9evXR6HoAN///d9Pq9Xil3/5l/n7f//vU61W+eZv/mZ++qd/+oHP4YnRmTrniOP4nvez1vKHf/iH/IW/8BfeQ5BZXV3l9ddfZ2ZmhsOHDz8yecl//s//mWeffXZTzNY71XDcvLCwwKFDh+76R/Kf/tN/4vjx4w8sXt5MXb16lZMnT7Jz504OHDhwz6lAO+nwyxd+gav9cxRUCBj6xiGwlLwuQkBkFBpBqLN9XWwyeUbey37ArRNESYVyOJaZtPs18n4db7AfTYxHJ1HM5sba0JVmjZnSOkJAnCqsydPqQzWEdmwIdUCUeKg0wTqDtY7QV7S6joVqQmIicoGjGzlCDeXiuPu9dq3G4vx41GuMYO1mja1L4z1kr13ApYJibZyfWdUH6JtzOFK0KCDJU9BLpK6JRGdjUCRaeBjaOJdgiRFOIunTt5cZIl1JP0XPnBoBMAjK+mk66bjbUqJAXi3SN+O4MF9sQQhDam8gKSJFkVDtxLmNgWORIjEGE0msaWFdhNIWrWO02oYVrzK02xMUycklUjvWacqB85GdSFbRci+4W0HTU0+DfZuMbVwg6kuKhYPgGiC87HbnMv2qq2cmFK6Hc108teM2mctQ+vL2xG1Tg7HwhfFNYhEtJGJCt+rEDuRAc4oo4MiBnEfSH5xbVu1OhK8MYeBI/B/G6Jd5XBXH8ahrXV9fJ03TUUbo1NQU+Xz+jn97URTxx3/8x3zTN33TEw+ob731FkEQsHv37vt+rHOOY8eO8c//+T/nL/7Fv/gYzu6DrSemM93smFdKiRDillGoc2609zt06BBLS0uPlHn7oHKcyfPaLIv4cY55h9Fy169fRwixqVDxk403+d8u/zqWmLxyINo456FFQk5Dz2g8QhIbEWifeizIy4Ce6ZMTknZSQjpNI0qohZl+NKcUjQiqfkQ79vEkRKkkUOnIiME6uF6vsm1qPNaNEo+Cjtlay8C2mHM0WossVq6Odqj9vgemwMLE41Y3qtRKbXwvJk18ej1J0pvB10021qdIU0EUQznwsa7L6vJc5tATKzyvT1DsYi1IOUk0yo5nXERez1OfkMeEchEhUtpmbM5Q1oeIzLvYATlIiTxFfZjU3iSndmf7THyU8LFEFPQzOFKwBi0lsbnMUBLisRfnro/Gv5YWObVvEOY91obm9TNEvMKob3B5XDqH1dn41Fkf6bYSaA24TNeJN9CNGiBGuikgRlDEuau4kSkFBOoFrJ1g4ro+Jt2HvS2/VMmDOPPfJvrRMp7aMgBSD0QJwWLGhsaBfDbbXTpNlhfUBXFosOcM0TQRbpxk4+QhpL2IGIapuwbIp1D2FcQEg9nKZ6iG72BckTj4Faw6zOMs3/dviTLrdDqsr6+ztrbG2bNn8TxvBKy1Wm00Eh5yGZ50IIWHJyB92L15/+RP/oTf/u3f5jOf+cyTA6b3U1rrkTwmiiJee+01oih6ZGPd2+tBwHQYU9br9e7rvB7FSPlO1e/3OXHixMis4o//+I/veZz/tPIf+b0bv0MgNEL0UaLARhQxHRh8nSKFI7UhZb9BXgD0EGlIXm9Q8Mb+unm/Q2WgHw20oh2F7LhtP7qYb6HkeD/qbJGpQoteVKSbONKkiJI9NhJBs58nSi05q0ltH+3m6CV9QuWRmIhqqY0xAqUsa+sLzNauM/5dsvS6eRYWxiOfbquCkl1KxTH5ZfXqHNOLN1FqAJqppCz30bdXyMmtKBGgZRnhDAhHRT8DWIRQ4PokrokvZkldk7I6cEunKQkoqB200wkikJhFC5+uGXeCebUXw1USMzYVMJ29eIU1lKzhiS0IF+DJIkL0CfVz4CzWpniqRGqvIJkd2AWW0NojlWMTemEXUOIG1rWxA6ST7gjIk4zTYm712M0qJFDHwN1AygMDjWqINQrBBlIeBwzOJihVxJoLQC77fogFtNAwckhKEFSQ3AQ7vgBCHkDaa0waOwh1DGXPIIhwSKCIU0eQdhknd+HIOnJEIYtP4zCIBGF7ODGPtu/QT+a42vlHLJYeL5DeXpPWetu3b8cYM2IJX7x4kTfffHM0En6/jvVJrEexM/0wg+kkUeyJAtM7BUrfqYbgtra2xuuvv87U1BTPPffcY3MNut9usV6vc+LECSqVCi+//PJ9ndfj2JkO3ZWmp6c5cuQISqm7GzeYlM9d/CyXemdQwqBVZrzQS2Nmw05GPbKCxOQIZUQ39XFAahQ5ndJKAkLlsdZ1VANDN1UYV6AbO0IhKXo9jFWAoZ9Ms7U43n12+kUQEaVRTFpEN5ph69Q43SVOcqSxplSYGMeuVqmUVvH0UF4kuLo8zXytTr9fJo0VzaZGSUvgKy5fnqWY82i2U2pFiLGkiUcuTFm9WmD7vvEIsdcOEElIf+rUqPErqN1009Okbhz5VvWeppW+yvBOAo+K3kc3fR09MK/35DRSZNKNon4WEEinEMJgXIdA7sK6LoGYJ7KvM5J/ICjqZ+kVXsEC1q4jyZPT2+hPGMePw7wnjO/lXhzrWBej5VYEOTyxgFAtBLM450jSiCTWONYy83mdoFQfLffdBqQ5ArUba786fNkIplCyhhTnKBbBWhBiCSkM1ow1qlLuR9EFJMi9CEKyMW4fmAW3k2z0HCLdOhmDN5PKSPU80p5AjNjKFif3o82XR+cB4NTz6Mn4NCdx8hk8+1WMPMIbV/8upcqDEUweZSmlRl0p3DoSvnbtGtZaXnvttXuOhL/e9TA7U2MMvV7vQw2m3/AN38A3fMM3AE8YmG62pJRcvnyZmzdvcvDgQbZu3fpYv2ib7Uydc1y6dInTp0+zb98+duzYcd/n9SjHvJPns3//frZv336LDOdOFy6NuMkvnf85luPLBFKRUz6dxCOQAk92cUhiIwikpBhkXUNsJJ7w8f3B2NFlgLe9Mga7dr9KLWzgq/F+tB37zORWSI1HnEo2OkXyQRclctxohFn0WJRQy0kur09R9D3i1BE4h6WHMQV8L2GtXmTX4so4Fabn42ye7fOD/azfY7ldYXFhA88fd1zrNxfYt2s8Lkwin7hdYvu+ZawRxH2f9ZtFqmVHLhdS1lsQKLQIsa6Hp0IsCanpk9dztNO3GP6qD4lGnQHRKHV1PFklsZdIJyQhJfUUXfP6xM6UiQxSgRJlFFP4soZzPZLubgr5Ep4KUYIsiUUexhIhnA80SCe0ocFtuaTWrQ8Yu/9l4lNX+P7TSDXeXzqXw8bzOP91rCmQGSzMEmgfgUCp5xnGlmVmFU2s20GStAj8eYS7gpuw6VPqGNK+C0MNrAOhnhuwc8ffd6GeR9xCjBrGp50BsZDtQsmBqCCIsPJ49mTOIEQZ6a5jWcwckIhB7kXbE6TqG4iCf0piTj+RoDQ5Eq7X65w8eZJarXbHkfDU1NQjk+k9bD0MmHY6g3XNhxhMITPf0Vp/+MA0iiKiKGJ1dZWPfOQjlMuPL+1+WJsZvQ5t+DY2Nnj++eep1WqP7VibKWMMb775Jmtra3c8nzt1pq81Xufzl3+DyPUoKEBEOOcTqIS8zn7sjc2jRRcloJ9mWsPU9gm0ITI+zmraiWM6bNJPFVoaVjoltpbGANKKQnyZMpfPwFfImI1ujW3TY/Bt9gJyKmWunHV+NaDZnme+vDwaB8eJIulX2b1lGecE/UjT6VZB9NESGhvztLsJgSwQp13azRm6cUToW5JeQKW6QRz7eF5Mv13GmJjyTHYOUjniTpWt22+ivezHvpleoaafYiMZGwEoUSSv5mhMhG0X1B6ky7r5vDowyDMtAn0cFRzbcTbGE2UiewlJHkMLiU9B75gwpncIAqQw9EwGdF4eHDtI3TqxrY+OeWuYt0CKAoF6Cutu4g8kOqDRhAi6eOqZjBjlYjxZI5kwvpfMolSIDbKRsNIdbFpBuis418CMrsEOoLiKHSS8CAFpuofQP0MGkBWEKA6ckjYQ8nAW4O1Etpd1bZAHsl2oayPkTsQtshyNUk8hhyQl18QRIORepJ00Yygg5Takmwz0LiPEVoS9SKz/JxL/h0HoD4V+0zmH1prt27ffcyR8Pyzhx1EPszP9swCmw88KnrDO9F5j3vX1dV577TWklOzdu/cDAVK4d2fabrd59dVXCYKAl19++Z42fHerRzHm7Xa7vPrqq2it3/d8bj/O/3Hz/+Df3fw3FLU30P7lqUcxlcEFcGo13UQxFbQGHWBKOwmZDprkdfaZdfs5Cn6PxYE2MzGSer/A1lIT68A6xXKnwFwuwuHRjXLUe5aCDlGyT709TyuOCVVAYvqkGtpRDUgIqKDVymAvZ4njAmlqqJWzEbEQjma7zEx1BU8PYtKsoNOtMbc44VHbyWMSWNw+YV5/fZpiuY0WkvXlEtL5NDc01QrcuDyD7yv27ZxGkyN2K4RyCeO6SPJIGdE1YylGWR8iSs9gJ2QoZf0srQnvXIlPQe2lbcaSEE9ME8giqV0hkDsRIsQTUzjXRwiBFjOApVnvEJbNIFUFLE3y+jmidHIUK/HVXqIJTaakSCi3kNhJbeg8SngkdmiyINDyEIIuAoWSRxDCz9jCOgZnsC4mTXskUYBWN3HKMtxiGPM0xfxrE+fRzOwH7RcH7wSARsmnRrcNPhWk3Av2qwwG4CBmUbKGIMbKp8kMGjRCeEAHKweEJGdRIkC4cUqNZQ4pPKQ7R+z9XRLv7440pI/LY/tR1u2Af/tIOIqikXHEm2++iTHmFuOID3Ik/DA7006ng+/7H4g94+MqIQRvvPFGZgLx9T6ZzZRzjnPnznHu3DkOHDjA8vLyvR/0COtuYHr9+nXeeOMNduzYwb59+x76S/ywY96hDGfLli0cOHDgfb/oQzBNTMIvX/glrvQu4EkDIs6M2pM+s2EPIcA4QT/VTI+Yto5WHDAVdLMfSAervZCFQntkQt+MAgIhmB92nziipMaO8pjh2osKlMKUSq5O1jc7ksY0C5Wr4yi11Cfp5ykXx6PL5fUytUIfoRwbzSICj3rLY6ooaLUWEAZa3RiNxvP7rK6WyQWOVlsyN9UjLA4ZqY4bF2ZZ3Lk8GhF7gaS75rP30HhHm/YqJNbQsuORcEnvJzKXSK3BE9NIchTUFqxrktcHBokpoEVISp2c3Ielj7MWLQO6E7vEUO4E1ohspllNHeTVU/TSP53IM83CvPPlt7OhqBuGeT9FnL6JEvNIkUeKykSY9/OAwzmyxB63ihRLONdCiDmEWMW48efhyaNYe3pCjwq+Oo6zf4xhfOEV+i/iqzF4O6fo9/ah1WV68SJKF9CqgK9LCBHDiJAUo1QFzEWyfWgbqCHlFNjh++FAhGhhEPbE4LsDji1IYRF2fL5WbEOLPoJLmVk9RazcjXR9nPDpe5/AeP8nJuvDCKa3VxAEd2QJr66u3jISnp6eplarPdaR8MOOeb8eIQKPqoaf0x/8wR/w+c9//skH0ziOef311+l0Orz44otUKhXW19c/sMBuuDOYTspMnn76aebm5h7ZsR6kM3XOcfbsWc6fP78pGY6Uknrc4BdP/zztdA0tE3IyoJVoCspHiQ7GFekmCWUtKOoezgliKwmkz0w43o9GSY0txRWcE6RW0o2qeKqFQNCIQiQB3cRQ9CKavRl6sSVOJVKkBDrkSj8krzXNvmGhZNjoFCj40IslBZ1SLg6t7hw3VqZZml0dgXYUK5IoZM/WMWGosVFibjomXxjLONZvzrI0n7Fzk0SRxjm69RJe0KG5skC7k6JFgDUGKWPWrs+TmhhPhczPOSI7Poeq9wyt9ATDXss5S1Uv0JowjteiSiArNM2YPRvKnSBaRPYKAh8lSuTVXhwrCLYi2IlDoEUe59oEaj+OCGu7hGrhFhN6SRlfzhEPwryN6yLYguUmiR1fCPhyH8LdIBmkxUCmDTX2nUx6IhYR5NBqCVwLqY6S+eQ6pMgDawixC+e6ONpose82s/ocWu2mkB9fHBhTxMQVhDrJyKefmSwPdWKcjNiWXXS4/sisHlFDkuJwODFL5pKkkCIGu4qjgKCDkwfQ7tpgN5pdrFm5FW2zRJ3I/6cY/T+853v/YRjz3k+3dzeW8IULF3jjjTcol8ujrrVcLj/S1/8wYNput8nn84/sXD7oGr6P3/RN38T+/fufLDC9/QplyEKtVqu8/PLLoyusB0mOeZi6fSTa6/U4ceIEzjleeumlR/qFeJAxb5IkvP7667Tb7U3vkS+qi/yb+m/Tt11KnsRhSa0hp2IC3SaAQcRYf2Q6n5g8nujiyQxIU+PRSwVTuWzPKIRltVNhqTiWOJg4QNFha2lsvt7q19gxMx6zdiIPj5D5cn10W6szSzW3ilaGNFWZXCauEHht2q1ZWv0U5Xwik1LOSTbWF4iiCCkCtNdGSEeSSJSy3Lw+zY4JsDWppt+G2a1XR7e55SrFYp18YXyeNy8uMLXlGmbgoCQJqHgHiO0yebV7oAvNk6k0E0r6GazLvpdSpCR2GUGIo09RHaVv3hl1mo6IvD5Mb2L8K9Dk1WG66VinqUSFUE6P/HSt9fHlbrTMtIiBehoh9IAZm+CIUK6GI0ZRwtkLOMaGE4F+gcQMrfbAuQ6Beo40HWeVgk+gDmHtRH4pJbRcwtnXGO5ChZhFCjkgEz1PEqf0ehG16hT4daz1caaTOVjJBnjj74UT+1DuJgxJSg6EPIyyryEmTO2dPIp0pxEumrjtGZS7ghNVHAs4EQDTWWCAfI7E+9tYfYw71Z+FzvRudaeR8JAlfPLkSay1txhH5HK5B34/hh7CD9OZFovFJ/7zuFe9+OKLwBO2Mx2Wc47z589z9uzZ97BQ4f6TYx62lFJEUfbHvLq6ymuvvXZfmaj3U/c75h2mzxQKhVsuOO5Wv3/99/li+B/JocnrBOtytJMALRxSeJhEYawgr/skVpE6SZR6lLweAkFqfdpRgK97hNrRjAKcy4C1qAzL3SzYu943TAWKFEezW6XRiyn6OZRs0+xO0zcRnvARrk8u18G6rMNodxapFsfdlbMeNlXMjuQxTfpplanSMoE/vKhyXL08w5Zt48dFfY92vcT8TJONehEtQjr1gNA39PoJ1y/MIaUg6kKtGtNtBzjjoXSP1toMizvGY92si5y5JU4tJ7di7Q26bnxhUNKH6Zl3b0luKevjROYcnpxDihySHL4MgYi8fg4YaENlgcReRTGFoYkn5lEiIh7tNMFEc5C7RGLHLlGhfobIfJmxjMYNGLvjDlKICr46gHVraHkk2z06Hyl8oIceEJJwMVqWsHbCopAFpPBwo9saCKrgrmDt6sQxdlPKr8AgfFwCwjuCr84DCdZVMCak05tFizZSLaD1DrTn4akCki5ObAPXA9cBsRNpv8bkT61Tx9EDL97BcAIrjqPtH2PFEv3wMzi5g/cr59wT35k+yu45CAIWFxdZXFzEOUe73WZ9fZ2VlRXOnDmD7/u3GEfcz0jYOYdz7qHHvB/2GnbnTxyYxnHMyZMnabfbo7Hu7aWUIkmSOzz68dSwEz5z5gznz59/aPP8u9X9dKbDfe3t6TPvV7GJ+YWzP8fV+AKBACEjJI5OmjITZiNR6yS9VDETZnsz56CdjMe6ACudAgvF+mjU2op9ApEyNbGL7EQz7KmOk0h6cY5K3lHNj7uTfqPGdHl17J1rNL1ulXywQb2VR8uQtYakmocoNlxbmUPg6MWC6aKl0yliIkdiI2xcZNu28S69US9QCCzzc9k5hCFs3Mgzt3QN7RmmyPSQ7eVFtu0YGyX0ux79VpnZLTeIuwG+LlHJbwUihJCU9TOQCWQQ9DEuRLkiqWuTl9voTIxiBR5FfZDOkJ3rNtCiQiirdNKxDMWXSwgX003H559TB3DuBqDw5E6kCNFihoa9jmIfSmmcS1GiiHHXUWIO61o4+hTU4VH3mZ1HAU9uudWYnmmULJKaC6PblFhCCYMdgfeAhOTaCOEhxFHAR1BAiARcAmIJR5SRlNzVLNB7eIxbUl9AigbK30cwYcoP0GztZ7r8+i23Ofk8yr6Cw8eJIlAEuRVBGyOfYSjLgRySBqn8KFH4kyCmuVsN3YWe5Hpco2ghBKVSiVKpxI4dOzDGjLyEz58/f98j4eFF/8MQkP4sgOmwnigwrdfrvPLKK5TL5bt2WUop+v3+Hf/vcZRzjvX1dZrN5mNzWRrWZi4UrLW88847XL16ddP72tX+Cj9z9tMkroMWEZ509I0iFFUkHRJTpZX0qfoegj6JKdFOEyqeRsvs34nNLOh81aYXV+mkCdrlSOhjpaIeewTSo5emFD3DemuKxFqsEyiZUPAN7X5AoFNWWwW2T0369ObwUVRLGaD4Pqys5di5sIIeaFNTI+i059g6N+4Yu+08wkmmZ5exVhBFHr3WHFLWiSmwvhFSDALaGxalY+TaLHESkS9Ae12xOAHA3UYWtj01nwG+n4+gN00reQMhx0Sg26PTBJqSPjgAUoUWJXwxhxIBYCjopxEoBBolLNa1CeV+DF20q2bJMIx3mgX9zGAXOvAMdivk9XH66X8lKGT9pzEegT5ENGHdJyllQeDmDEosIkQBKaYGVotuYFZvM20oDufWEMwNdqHbEFzDubE2VMsjOJvlo47M6tVzOPMnuAltaGZW/8qEBa6PlMcR9tp4F+p0Nhqml9kFkoCLEGKWqfLbOCcRwmKdpNXeTq30yuC9jTPClNqKmjDEd/ggD6Dsq6TyJaLgp0Hc+4f5v7fO9G6llGJ6eprp6ewC5H5HwkMw/e+9Mx3WEwWmvV6PnTt33tPs4IPcmTYaDS5cuACwqXSVh617daZRFHHixIlR2Plmvoxf2fgK//rqv6LnupS0j0MTpwZfpgR6jQDop4LpoIuWjkBBP4Wq18dXhkBBYizGCqZGId1t2kmFmcKYCdtNQpzrsVAYy0KubtTYWlsfeef2Yo1Ji2yfWic1Hv1UksbTCNuibRTNzjRJ6ghkiHFdWq05eklEMVA0uo6FWoM01WidsrpSoVxqUywmg/fOsrFWYsfWi4NzalAqKdaul9m+f9wRtzZy+FKwY18GHM7B9YuzTFX7dBvQXptCoAhUme27C6RpJXMISnsQB7Rz50CHIPrZTlPV6JhhZ2VQooh167cEdxfUQRJ7Fsu4ey+q5+jZE4BFEKJEmZzaiXUbhOooDAzzlQhwroUvj9DpruOHGl+Vic1YhqLFIh4uIxYBxrXQYg/GncZN6FE9eQR7y3mAr57F2bcHSTHbgRAlFkG0EeqpwekaBCVwN0BsycawtAZG9+NO0zqJp46Mk2AcZOB6EG4JDA9Rai/SDvS5IiMpSbVIudQmNntJEkE/FuAUYZDgeQfR2iFJEKKKsu+SqL9CHPzDgan+veu/5870XnW3kfC7775LEAS3jISHRKkHfT8/7FaCwxq+/icKTLds2bIpkPwgdqbOOS5fvsw777zD3NwcvV7vA3EduZsMp16v8+qrrzI1NcXx48c3ZVP4m5d/k69ufJFACgoqxbqUxORwGJz1qUcKX3pZzicFWkmKJzwcEYI8ximiRJPYLjmtudbWhNKjk6SUtOB6p0zR82hFMbVAo0RML/KJbZ80KrJYWRsBaadfQokepVw2etUqxvQWmSpeGQFymno0miELEwYOplEkDDvUKmOQvnJ5hrmZJv3IJ43LNFsOX4ZoGXHl6hyBp5DWoazC8xv0WkWEiug28kxNtfHDcadZv7GVpe1XENKRr4JJBc3rs1S3v0tz8HX0dIVyUKUXjveXtj+LkIZItdByJ57O4css0i3rnbZgXYonCqTu8oAkFAM2swacGPUKBKGaom8mDCGYwpNl+hOMYCFmkCIhsZfIzBlKBHI/wjUQwkMyP+iCcyD6OFfMnINcDynmsfa1wfllNWlW71wPxwaeOo41k4QkjZZHbyEkQYinDmUJL2IeyJOkOZK+wCspkJksJ4tKK4C9ASyQyWE8tJxCTKTUOKYRIo+0b2SvXYGn5yjmg0HWaVa9KJP+5PwLNNL/CyL4JEps/mfsw9KZPmouxv3WvUbCb7755oh4Wa/XH4gl/GcFTJ9Yb97N1IOmuGy20jTl1KlTrK2tcfz4cZIk4ezZs/d+4COoO3Wmk8C+WZvCnunzy+d/gUu9dynpHIYYgU8ndUwFWUdmrQSjqPiNwXHAJgG1QW4oDPej66OQbi/y8EiYzQ8Zl452NMOO8jgMvB+HOKuYra0OjiNYbkxRzrVwzme56aNFiDQeCsPV5WmKgU+rH1EKfKRo02yXUCqm2SqwOLM2Npw30FqfZ/u2jJ0b5iJ63ZRKwadWGwNwZ2MaHTTIFcaguXF1kZmF6zjj0Vgv4ExI1MkhTY/1ywv0ugm5fEC7nlCZiQnFNiw9JAUETXrm3Oj5i/oQUe5sph0FUpaJG7uIim+NLh5AUtZH6d1inlAgp3aSmCv4g12oEmUkFjCEKtNk4kAKQ2pvAgWgQ6AOgXf2FnJTIHdhzNcYk4/A18+T3JLcAoF6nnRk0xcgRQ1P7gCaKPk0CD2QyoRACymPZnpTGyHlFHag+QQQYgotp2AAfLguMIcWMWHh2ji4hoWM7WvGY3nEVrRw4Oo4sQQih2MWOXBusmIOsDgHSgJ2HUcNaOHEVnJBE+HqXNr4Ad659Bxx/EUqlQrT09NMTU3dU7f4Z53N+7jqTiPhK1eucPny5TuOhDejcOh0Oh9qaczt9USB6WbrcY552+02J06cwPO8kXvQ6urqB8Yevh1MjTGcOnWKlZUVjh8/PqK8363Ots/xzy7+ChATSIMTLZwF40IC2ScyeXppSig8LAm9tELXxBSVh6NPL61hDKRWIkSPRr9KZBK00BiXklOOXi+Plo5u7DGbq2OdQgnDRrtEPugyNRi9Oue42aiwfSLIW4kA7QT5UibArwIb9RpbZ+r4Xjp6XL2+yNb5a1gr6XZ9TFyk1bGEXsL16zMYA57wSdOEaklw/aagnBc0VhQzi3XC/MCP1sLyxRm27x50ODrCNw7TDZnaOU6Pqd8oEObazO3MLhT6bp2SPkicnsWSokUNSY683jYyZ8iceTJzhqSyTpJux5gO1kYoU6CXH3efWsyhhUffDEEIArmL1L2NnfDrDdURUnvmFvOEUB0ndWexaQlPbUPJHJ6oAD2kegYxYAQrWcHY8wiqA0mMR6D238rsxceTVaz9ysRtmVm9nbhgEMwPWLyvkVknlJByF0qYTB86ikrzkECc1uklmlwIuDySNZgwhRByP8rdzGwEYQCoB1D25EgvCuDkITSXEHY8irbiIMrdxIki/eB/YXrrN/LSkqPX67G2tsb6+jrnzp27p4fth2XM+7hCOx5VBUFAtVplZWWFj3zkI3ccCQ8vcKrV6h2nep1Oh4WFha/D2T+eerI/sfepxzXmvXHjBidPnmT79u3s27dvdHX4uDvhyZqUxvR6PV599VWEELz88suEYXjPx39p7Uv87vV/RWojfCXwZYFmHFHyUnyd/Yi1Y8mUH6Fk9mPVSQzTfown2xSBxCRYoZgtDH/gHKudKrP59ZEzUS8JMdayvdwe3efqRpXFSpsoFfSiEo0+5GWAlhEb7XnacUJBh6RRgpIp7W4VKVNMkqdaWh+FdKepx3ojz+LMtcF7Yon7Gt9vs3Vp/AN749oUWxaujR7nHCxfmmXrnuwH3FlBcyOHMgVy+R4r12axRtLtCqoFn167je3PE6cRNtaUZ/r4ufEoOSMavcrQnMG4Jnlv6y3mDIoioVqgNWTsSvDVAlpKEnsFXA6X5kh60+DHoAN8fQylsvxSIbpYp5GijLMdPLmdxHxtdEyAnD5OZLIMUh2AoU4gjpBMjGIFBTy1ncROEpKm0HIaa5dRcg8QIkUFhQVhUPJ5IAXnkAKsvc4wM1WK3cA6bgSGDim3oNwFcK3R2Ql5BGlPAT18TfaLIp5CuqGpfZjllYoDSLGBE7tx2Z2y86GLk9sz20TXw4lFtHsDMUFwsvJplD0FFIiCn8SqZ7JjC0E+nyefz7Nt2zastaNR5IULFzh16tTIw3Z6eppyufyhGfM+6ecIY0nI3UbC586do9vt3vI5lEolpJSPdMz72c9+lp/5mZ/h+vXrHDlyhF/4hV/gG7/xG9/3/lEU8ZM/+ZP8q3/1r7hx4wZbt27lJ37iJ/jBH/zBBz6HDyWYPmpwm2THHjt2jPn5+Vv+/3HEor1fDR2QhnrWhYUFDh06dM8/Luccv37x13mrfQLrIvKDDs9Yn4rfRwpNN9H4soASbRKTo50mhDKPcx2sLdC3YIyim0ZUAsF6L0+oBBt9xVzYIzIKXzo2+j6zuQQ9YLgaC53eHNumsh9eraDb9ygHCZVcfXSOsjVHpXAVVR6ObCVrGyW2zo/HgGuNAqFS5IOEZmOKKBK0W5piztLpWNJ+jU7UJ6cK5MM1+r0Az48QSHqNMos7x51Qv1UiUBHlmQl3pJV5ZudX0P6QMe1Yu7DIwr5riMFbnPQ1BXaS5lfIq71I4SPJIYXEEVFQx7KUlwEIRWZsdZhXezHuKokdsGJFj0K4j8g7RWaqADGOpLmXoDj29AVJUR8jTl8ZmNuXkNTQqoojIlDHAUGj0aRSrIFrouRunOuCk0ipSCd2kEpsQ9LHDHNDHWi5B+GuYtz4M1HyELjLWNeZuO1ZcNdBVBFiEfARoookQogSYHAkCFdC2itM/ox0ewcp5t5kfDHQR8qnUPZLk9cHOHkcZcfjbwCnnsezX8MhB4EAeZzchXRNjPoGYu/v4dRu3q+klKOOdO/evURRNOpar1zJ5E/OOZaXl1lYWHgoD+3HWR8WMH2/3e7tI+F+vz9iCV+9epXPfe5zNJtNbty4wcGDBx/6PH7nd36HT37yk3z2s5/lYx/7GL/6q7/Kt33bt3Hq1Cm2b99+x8f8tb/217h58ya/8Ru/wd69e1leXn7oaadwmwkQ/YDKOUccx/e8X7vd5ktf+hJ/6S/9pYc+5mRo9rPPPnvHGf6jPN696ubNmyPz6kOHDrF169Z7PqaX9viVC7/Ixd5pSjpP6hKMVUQmpupnXaB1kn6qqPiT+tHMX3dYK508C8X2aD/aiT2U0xSC8X602Z+mGq6CU0SpJEpC4hR87UhNxua0RiNEQqAEqTXkfQVpQN5rYVyfXGCJYocnQ4r5+uj4qxs1qqUmgTcGuo3lBaYnpDBpommsF1hcGGtY+50ycZSQz1u6XYWwAc11nyCICTxNL0opFjTdtqBc7CJkhBcm+GHC6oUqSwfGEp2o7WO6eSpzY/ZvILcgREIy4Qubl/tJ3JUJEJKU9bOk7krmkUtAJpMpgutlhC9SjO0RqFl65o1MhiLAGh+VzOGFY0N+KWpoWSG1Y/KRFouYqIfnj1+7lrtx1HGukUWQUUTJ7QjXAqHJRDCZ5lXRxdHJrAFdCyX2gHuDyX2rks/j7CtMIp+nXgT73275zin5wm23KeLkKJLr+EGVrMP1kKI40J4aIEXYCMQs0r0NNBEYHBKhnkXZcYC6Q+Dks2h7AiP3EwW/hJOzPGg552g0Gnzta1+jVCqNrOyG3VKlUvm6k36GNcxo3szf/tezrl69yurqKk8//fSmH+Oc4ytf+Qr//t//e/7lv/yXdLtddu7cycc//nE+/vGP8y3f8i33LT38yEc+wnPPPcfnPve50W2HDh3iu7/7u/nUpz71nvv/h//wH/jrf/2vc+7cuU2tzTZT/X7/w9mZDse8D0smWFtb47XXXmN2dpbDhw+/7x/TsBN+3OSFNE05f/48SZLw0Y9+9I6GFbfX6dZpfu3iZ3EkhMphaWWByE4wHWZElV6qkAgClRClmtSBc5pQxUTGRwCNfkgtbGIsOCFoRjmKXkSoMyA1Fur9MgvDQG6RkqYlQq/LdHFM8rm2UWPnRCfYTzQkJQrVcffWbFXJ+S20atPu5okSQRJVcaJDrzPLWich53nUWynVUszKSoXAtxgDWqS3AOn6jRqV6Rb5wTn4Ocf1cyG7919FyAnS0soWtu8dn0Ov7RHVq8xsq9PZKJBGPo1Vj0pZUSx46GQm09WhgC6Jq6OoYGhS0sfopicZ53A6yvoYPTO5g1Tk1RG66TgdJYtFW6I7ZOwKgS+2ob0AIyJMvIckAWs8Al8jfIvWhxEiRjgf6dYRE0DqqaMYe4YhO9e5DZTagbnFDSkjH1n7JcxtAGnNK0AJIUoIckg5D3QRgy4YZ5CiBNwEsQSuDXRQ8thtQKoR8iihN5Dq2BXAQ6nDyInu0+Ej5IHb4tOqCLkb4epYcQg3cGYSIouKS9S3Egf/AMTDjQOHo0iAZ555BsjsStfW1njrrbdIkuQ9BJqv1271YZJYPsh6kPMUQvDRj36Uj370o3zxi1/k7/29v8f8/Dx/+Id/yD/4B/+AX/zFX7yvpiWOY1555RV+7Md+7JbbP/7xj/Mnf/Ind3zM7//+7/P888/z6U9/ms9//vMUCgW+8zu/k5/6qZ8il8vd1+sZ1pUrVz6cYDoEPWPMAy3qJ1NoNtP9DY/3OCnrwxg3pRS+728KSP/ryh/xuzf+dzwBjhhfFFmPImq+BNnHOk0nkVT9aNRtthOPkjZomXVUidEkJmShWB89b6NXpRZu4JD0Uo21OfqpoeQ5mr0awilWO47pvGKjI0nTKVpRn6LOE+gG7X4F4yKE9fBEQnHC9Wh1bZq52sqInauVodmpsW1+DHSe52Ninz17xp6ya6slpit9fL9PmvgkiU/9Rgkd9Fi7XkEpTT9KyXt5tG7S3JjG0UN7BhcVmVoYuxz1mgVMbKkMwsODfEp7OWTr7lWCfNYVZ1B0lI55jVtB8zh9cxpfzmfWgC6HlllWaU4dB1KMjQhUhcicIRuBpihRQ8sikRnb9PliEUU76z4lSB+K4V6su4yjnbGEHaTdnfjhRYSIcU4hRZlQHwG3gqcOMNSjSnLgGii5H1wP65p4cg92InYNxED6MiQkNXCujVJPYc1kLJqHpw6/RxsqxQGwZzKtqciTgXGAwNBPjmJMQiHnI2UFYS/hqABNoICQiyPpS/ZuFpFyFulOjG9zBRBLKPs1UvVx4uB/AfFoIrqGqxohBFpr5ubmmJubwzlHt9tlbW1tFMY9tNkbJq98kISgD8uY92FM7iEjIE1PT/Pt3/7tfPu3fzvAXSM471RDcujtq7n5+Xlu3Lhxx8ecO3eOL37xi4RhyO/93u+xurrKD/3QD7G+vs6/+Bf/4oFeyxMXwXY/0hh4MDB9EFP44Rf7Yb8871dD4tOOHTuYm5vja1/72l3vb63lVy/8M8723kKQ4Knspz+2KdNhFyVcJuA3FaaCMUs0NWUq3tgGMIoDjLCUgiFoOZY7JZZGKS2GTuJT9iKqwdhsoN6eY89cxs6tAnHi41DMThjcNzs1Cn4D30uJYo2zPjfX88yWLdfXp8h7Ac1eQtELUKJLszGLMX2sFYR+TLU2BtLWxjyztRvoQU6p9iLWrlVZ2jPWH1ojWb1aYW77eCwadQNEHJCbXqHbDHBJyPqNgCDIvjeXV/MUiz6tesz0rMH0fVJl0YHBS/bTFZMWd1ku6dAa0LjWwJh+H+10fAWsRJGcnKY74ZDkiW0ombEZQ3UUgYcUAdIZHH2km8HRQ1IidWdgwujdF8dQ4UkQQyCwJP15dG4S+ByBeoHU/JdbvieeOk5qvgqECFFBUsZTs+D6KPU8IHDOIing3PVB99kEUjy1E+zJiWcrouQC2FODQ7bAlbOLtMEoOvQglSW0mEEM78dQQ1pDuA5W7AERAgWEkNnoWzwDJGBThMyh7AUS9deIgx9ltMh+BDX8ob4dqIQQFAoFCoXCKHllSKA5e/YsvV6Pcrk8YqeWSqXH2rV+WMD0YZqL4QXM7QSkB31fb3/c3aaIQ0b3b/3Wb42alp/7uZ/jr/7Vv8qv/MqvPFB3Oj8//2SBKdw7IBwYuW6kaXpfJIJGo8GJEycoFoubNoWHWzvTR1nWWt59910uX748Ij61Wq27Hqcdt/jFC7/A9egieSUIFURpSGxBiYTEBkjAOEdBdekkHkpIOqmk6nfpGY0nPdZ7kpJOSZ2kFZXoGwPGR8iEle4UkTVoNNbF+HhsdAKUNHT6PjOlBlGq8JWhFwc465gtjr17W+1ZKvll5GDM6nsJreY0u5ey3WepBP3IRynN1ES+aateJci3CMOEONbYNOT6jQJTFcO1m7NIIShozcZaytx8Qn2tQKGY4EjpN6q3BH53miGhVIS17GIiX45Yv+qztHcdLxzv5VcvzrLj8ApSjd9znRwmlTcI5V6UCMF5BCqHdR3y+ijW9UhNl0BN0TNjwFGiRCgrxHYsL9FiHkSXeMIQ3pc7Sc0ylvF7FqpDAwJRghRlpCjjiV1AAyWfQ2QhY9TX+xQKzcw1SrWRso9LjpL6k7Fo4KvnSEc+wX2cS9BqHjthCgE+Su7BTjgYQQ4lt2PdMkJsA5FHUELiAekgmzQBGyNlDuwFhomjqa0iXYhwY7mRYwYpPITLdNrZPWez8G477hzs6LZ3ib0fIPH+76NA70dVk53p3WqSQLNv3z56vd6IQHPx4sVbiE7T09OPPNz6wwKmj6IzfVg278zMDEqp93Shy8vL7+lWh7W4uMjS0tIt079Dhw7hnOPKlSvs27dv08cfgna9Xn/ywHSzdT/ymOGb9Pbbb7Nnzx527dp1X1dAQoiHDu2+veI45rXXXqPf7/PRj3509KW6G1P5rdbb/IuLn6NnuhQ9BSIGDKkTTAVjSUcn8ZkOxhrFZhwwlxuzNduxZCaMCPSY6BN3ysyWx/u4Tpwnp5sEA9lJIXRc36ixY2bcfbb7Ab70SEho9Wp0YodvK/TiFiZZoJvE5DS0e5LZaot+5BH4CVHkY1LJVHnsA7uyXGZ6qoHW2fF8P+XGWp69e8Z/JM452suL7D40vi2JFL1GmSDXob0xRbsFvipjehGxMjRXfaSXoPEoVOq3AumFWea2L492qwA5e5TIywCyZ9YBR9U7RiuZjErzyKtd9MxJBCFaVtBiBi09BA4lZrJIE5siBaTuBjgPRIIvd+DsrUAaqIMD1m32eVjXxJe7ic1/ZZIIFKjjlCrjMWl252dBXaTX34K1PkqG+LKMDVKUehZchLNtPLWItX86kcCiUXIvbqKDzLJJt+EGDGDHOrgSWsyCuzBxvwpSVGAiWQaxFayHcRYjjwDD3afC0kWIKlkajENhkW6c7pMBqUK6G8Te/5XE+789ciCF8Q/f/XY/uVyOpaUllpaWsNbSbDZHDOG33nqLYrE46lorlcpDA+GHCUwfZvz9KMDU932OHz/OF77wBb7ne75ndPsXvvAFvuu7vuuOj/nYxz7G7/7u79Jut0fHP336NFLKByZ9ra+vf3jBdLPyGGMMb775Jqurqzz33HMjuvbjOt5mqtFo8Oqrr1KpVHjppZdu+UJKKUfRRpN/9P9l5f/H717//xIqSd5LBvlTDmdLVP2hSbrD2QoVb2NkTG5ciakJR6PUeHjCTAAp3GiX2VIaG613Yk1Bx3hq/HpbnQW21m5MPI/GOUF+NCLukcRTVCuXmBqAUxXH9eUaO5cmnIl6AdLlUNLS2CjQ6lqkDTAuZnXVR6kUpRJMXGRhYcI5B8fyxWm27Bz/CCexorMRMru4PjoHpQsIe5PC1vGodO1KkeJsAx2k9LoBcTdk7Uqe6Rm4/HqNMO9hTIKyIdufWgOTB9EFHFV9jO5E7FpGLNpDz5wanFUf4xRaBHTTC6P7aTGDQg4cjLIKxL5MXiK3DAg2HpIQIfo4eQBHF2tbKLFIYl7jdiBNza2M2mE2qQB8lZ2NSJ5Ce1/FOjIjJQeSp0gHBg2CCkLU0GIBRIQYjHszmU9uoCtdABqAw5MLYCfdv4pIUQM3Zh4jykghCLzB67cZsUiKYmZ2P/wExRRa5pDuRiZ7EWUcswihcAhi9X8m8X7gsQApPBrDBikl1WqVarXK7t27ieN41LUOWfhDItP09PQDjQw/TGD6oJ1pmqZEUfRIdKY/8iM/wvd93/fx/PPP89JLL/Frv/ZrXLp0iU984hMA/PiP/zhXr17lN3/zNwH4G3/jb/BTP/VT/MAP/AD/+B//Y1ZXV/nRH/1RfvAHf/C+Py8hBNba7Hf8oV/JI67NjHlhcy5InU6HEydOoJTatOnB3Y73KMB0eDW7d+9edu7c+Z4/7uEf0XAf4ZzjVy/+M95qfw0hQKJwdgvnOhGJ0Qh82qZKSRdZj7sshFNc79fZkZ/hYneV3YU5NJp62+N0Y5lDlWnOtW+yt1DiSrTBklJsiC6daB/L/XWWCjlSk1AWKZ20RTUUNHqWLZUu7Sgg1ClCGDr9gJniGIAbrRLlYn002gXYWJtj69wYTIxRJInHdGWwx82DoUghXycIxp/ltatTbF26jrWQ9PN0moq4WcAPU66cnSWf84iSPh4++co6JpUobYk7eZRz5KpjIG2vVKlMN9GD5/dzCf2NKXY+dQOpHJXBhWj9zByze68SWwazSEXFf4bErRGqo0jhgRNokcO4dXy5C2sbWCJCOUc0ATiKGlpoEju+GPDEIrBMYsc7bF/uJrXXcLeYzh8msaeySDNZQVJEizmgg1Yv0GxsUCh6+KpGak4zJDgBhOoFDLeOe01yGB2MR9HWNdFiJ2bC/QgkvjoykMQMSyPlAYxbRcjdQI7MZCHM7AxFFYjB9pCihLOnRhjoKCBFDTEBuI4iWpSQLiOCCbrgVKbhtVdI9P9I4j8+IIXHYyXo+z4LCwssLCzcYg6/vLzMu+++SxiGtzgBbaaT+7CA6cPsTNvtbDLzKMD0e7/3/8/en0dJkt/l3egnInLf99r3rqru6n2d6ZFkXQkhgWSuwCyyMQJkgRED9hXCry3Zr5EsDLo+XGMZ2xJwrrAOL/flCGMbzGFADGhBmk0z3VXVS+17ZuW+73vcPyIjpqqnpru6q7q7eqznnDk5nZVLZGbE7/v7Ls/zfIhUKsVnP/tZIpEIp06d4rnnnmNoSPG1jUQibG293nqw2Ww8//zz/JN/8k+4dOkSXq+XH/uxH+Pf/tt/+0DvL4oimUzm6AXT/eJewS0Wi3Hz5k36+/uZmJg48Ml5UOGGdrvN3NwcsVjsrhnyzmGnOk1+belXKbYKFBoGRs0T3MrW8BjcxKshjlm7WSlFGTD7CVZSBIxuItUsLr2VzXISq2TEJNv5TiRLrVVGJ5qZy5QQBBs3Mi3AQU4UEQQH4YKMXrJjaPoJRSukSxWcJhPpaoUeq42/KhUZcbpYz2WZ8rrYLEQ52+3AIjYwNesEs3EmewwkK0n6PDqShQoD3hKZvBWrqYEk1SkV7XhdO9xbCias5tquQJpLBejrjXa+CxCNZYR6N/3HdpQFWyKpqJ1A/+v3lQsuSmkZs1lPOmbCoDdQLbWQpDbtpotyoYLNWScXs+PriyFKrwf9yKyTwbO7s2Bdc5SiuDMwCdh1J8nvEqc3YBYHqbVjSMIwkmBBEmzoBAHkBjrJT1uuIsstJKFKQ85oZVa9OIjcjt8RSCdptpeBJm0KtNsFjNLpjs2acu4ZbSAIZ2nsoJwI2DFIZ2jLCUTpLAL6jratFZ2UBnmUdruATIZG9Rg6827vUL10piMZ+PoriuKUNoAky3EUb9Pj0L62I1/WIYrHkDuPq7esNFtOLKZe5TMInV6vmvWSpEWvwoGljiB2IcprNKX3UDf8i4caSJXP8XDVj+5UAmo2m2SzWVKpFMvLy1SrVVwul9Zvtdlsewb3JyWYHoTCUyopbafDUkB69tlnefbZZ/f825e//OU33Hf8+HGef/75A7+v+lv9xV/8xZMbTN+sZ9put1laWiIUCnHq1KlD0348SGZarVaZnlYI6c8888xdSwnqTq/arPG/Ys8RqmaZsB7DpRMIlU1Ea2l8RoVobNEpw1ceg41gJUW3yUW8lqPf7KXWbnDMdIy/2gpyxt3NjUyU4w4/tzIxBgUzW1QY0lnYbJY55e7idibG044h/nYpxNlAD4lSmWGni3S1Qp/DQaRUxG+xsp7LYtVbqDUt6MvdfHs+xFR3P4tRI/W8i/VUF16rmVK9wbdbLWwGPZlqnZPdbhqZPH1ekWB6m8FAm1ytzNigQKmRwuNsU280cLvzNBt69B2Fotial4GxHYG0Demoi67+1wd6GhUDNGX8Q0qmbAtAPm6mq6uNwfJ677gY9eLypSmlDNAyU8y0kFp2RKFIYiXA0KSbllxCrjto6m/t6C/KHW7p6wFHmeQdptJaAKAl5xAFKxbRQ3mX4bYXSdBRk6MImBAFF3qxX7ER0/lQDK4VWQWBEiJOWnIWQWhgEKdotubYoRxPrTSC3rYz8IFeGqe5i9aieIw2mrunew3SZfTmeQShl1bLRKMpUa+aEIUSev0keh3odA0kqbsTXGUEBEBAEk/DXQIugChUEOlF7IgvKJ9MQhQntfsA2kgI4nEEOUpd+j4ahl9RNH4fMh61Lq9Op8Pn8+Hz+QCFPqGWhDc2NpAkSSsH79QRfpKC6UG8TE0m05HXIL4X1PPJ6/U+ucF0r+BWrVaZnZ29L6/Pg7zffqAKQwQCAU6cOHHPk08QBLK6Ap9b/zyCIGAWzZQbBr6TTiHIeQQgVFGyu0RN6VcWGkp2U211hAtEPVR8JDrHq+vQC+S6kgE6LVYoVtB33JytkoFTxj4KubayfKp2aJ1MvFxXAluqopRPC7UaJ3ReFjaSmPQ6VhIpvFYz66ksw14XG6ksp3oC3IrECVjN9Ltc2Gs6rm9n0DVshOIBWiUryXyFtWURh+U0sWyREwMBssUKx8wOZm+uc+aUne1kkL4+AXQF9MYSbrcJ0RTGoOtD0BeUgaa8iKfv9ZJzNW/DaKor5t4dlOJubO4EelMbg7UBVKlknXSfCmrsi2IrgVN3noLuOsh69IJbobpIXbSpYNFdANq02w30gpVaexnFEbuNiAmL6Ke+o9wrCk50opFGW6HwyB1nlFZ7nbr8eoauFwehnabN6wNZRvEUyFn04hiCYAJ0iFioyxEE+TiCWEOW80hCf8c15nXopUu0WrvLvUbpMnJHaEGWS4giWMyXMd8xBVwojON0vNh5nF6h1EgTtOVCx9RbQpDbHVnBOAiDCk2GHI3mcayGxV2vJ4inEdu7g78gnUZq36AtnqBh/JcgPBpZv8ftGKPqCPf399Nut8nlcqRSKTY3N7l9+7amX/sk6AfDwYPp4xTGOCyobcn3ve99Ry+YPqgNWzqdZmZmBp/Pt2+vz/vB/QZTWZbZ2NhgZWWF48ePMzAwsK/n1dsNvu5+GQ9uCq0SAf0U30xsMGHrYakYYdDsY6uSxGdwEKlmsOvMrJfjGEU966U4E9Z+XtrKkW80yOibCMBGUenThUpKwIl1gm+iVaPP4iQWr7GRzuE2mZEEgdVMGoMksZxOYdXrWUon8ZjMrGYzTLq9lKI1nEYTuUqVU70BboXjDHpcpEoVvFYLG6ks+s5FZm6JLCzF6XLZ0EsCwWQev8NCJFPieL+fhVCCyX47sWwRj8VEci5F2iMiyHoWFxs4bCNMv5JnanyK6eUoZ473cmMhzJVTA6y8vEGz1qJ/yEEyu82piw6iyS0GRk3U5Rh2Tw2nv4FB38LmyCLpXy9QxuftdE1md9EYHbqzFNQyrtCiISew6PrJN3fSScChO0lpB49UJ/gxSd2Khq7uvOInKguI6GiRRBJ6abezHQNwmeaOQKoTekHO7QqkenGYdnsNmRItWb1vgkb7BmZbXZGQaCsKSM32LQQUKo0g2JCELqCIJF0GWshyHQk7cnsVGR1Cp78qSZeQ7wi4OukKTscOdxmhQb7gwWV/aaesLpJ4GWGXtykI0iUM8iLVZgC9wQmyUeGWUqElnkegAe0KCAGk1k1aQj91038G4fA2vPfCUcr4RFHE7XbjdrsBRXg9nU6TSinnxiuvvLKLfnOQeY+HhYME02KxeKjJzuPEkTQHvx/odDqazSayLLO+vs7q6iqTk5MMDAw8lN3O/VBjms0mt27dIpvNcvnyZVwu177f54X0K9TEOnbBxUpRT8uoDpcoXDa3wcpWJUmv2U2ynmfQ4uN2PsiIxY/YNhPNQ7aRZ9zhZTmfYtjqYqOUpUsyEWtVGbK62CxlGTA7EKpNLGUb8+kkYy63Eiw9XhbTKU75/NxKJjjr7WI2HmPE5WKo6cRa1vFaPsPgoMLR0ovKxVTvDIOlimUEIJLLc9rmYnk1Q4/LRiRTZMBjIZgu0+9zksiXMRmU069cbXBxsIf1mQhGvcRGKM34sJ/ljQTHhgNEE3nUydZIPM/FiV5ufm2F3l4b4VABq8XG+oqV8KKbeEwiONtkaGSK6WCaqSEXN7+2QO+Ij2K+RKOdY+qqm0R8g2PnbZSqUXyD8LYPTFFtrWIUe6m1kiDUcejOU2zuzPpknHdM94KEUfJSab2efYmYMIq9VHZlqQ50ooOWXEEnTiAIZiQsSEIbWa4jyzXaVEAWEeQk8g5LMp04itwOohiLq/epdJomMnlach69cJJm61uww3HFIJ2j3X5Z+/7Ajk46iywnEaSzHcqOgIAZWc6AMKZoBstZJOkMLvvOoSQoFSdx2XbfJ0iXENvXQARJLCpG4OIlxF3qSSCLl5DaL9EWfDRMXwThcHRR94vHnZneDUajkZ6eHnw+H/F4nLNnz5LJZIhGoywtLWE2m3cNMh0FHeGDDCCptJij+nvcL+Lx+JMbTCVJol6vMz09TT6f58qVK/uS4DvI++1nAKlUKjE9PY3BYODq1av3JSohyzJfjX8dTz3A1wtJ2giUWwqtJFrJApDvZJW11uscUbNkQGw6+Pp2mMs+ZTzVZVD6svqqEuQGXT5iqRABs00Jpno3LwYjXOpRgrTHrGSejs7xmnRK/0YSRERBwN7W8/J8iImAMjgVL5QQgM1UFpNex3I8hc9mYSOdZcLvRc4qWsYtGYyisrh7XE6C6TLFqnLsW4ksdrMBe1uiGimTy1c5PdlLJlfBZFLeP1+ooNeJrAdT9HU78RuMkKlBW0bSKRdiPJbH6bKwuZHk+FQvC3NhHHYTfkEmdDuEO2AnvJ7k+IUhFq5XyAVdRBa7ic9J9AyN0msc45j9vdrvsLm1STYfYfh4F005RaOdpNFOIss16q01RJ2Bhpyg2U5hlgaptF4f6BHQYZIGd8kGilgwiG7q7Q0AmnIMCReiaKTaer0fLAkBBKFFU84gCi6lTCz0IMh1BEkJPPl8GqvVplB3ZDOyXEcQQCdO0G4vszOQ6qUp5PYtdlJsJHEEufUS8o4+rCSepd1+7Y7HnYf2Agg9INgQMCHjxmIpUKqdoNWsIgpV2rILh2UeWdgRqMQLiO3dpWdZPI/UvoaMjabpCyA9ehH3J6F8qq4xDocDl8vFyMgIzWZT67UuLCzQaDS0QSav1/vYyqUHGUAql8tPfGbabreRZRlJkvjSl7509ILpfk+KZrNJLBbD5XLxzDPPHLoKyZ3YT5k3Ho9z48YNBgYGdvmh7hczuVtIspd4tUKDPGPWAKulGN1GF9FaFrvOzEY5jkHUsV6KIyJQbjYQKj5u55QSbqSslAsjhSwAdb0ILcjWlSBcbtY5a+4nlqoiI5CpKgM6ybLSD412Rta38jlEQSBaLHDe2sXMYgS70cBqIk2Xw0Ywk2fM52E1mdb6o4NuJx6zGX/bxLXINqN+ZVKvhQ5BgGA8i81kYDWSYrjLTaZY4by/i2uvbnD2RJ9yvA0l+G9HszgdZjZDacZHlOx0wGJl9sU1jk10I4oCyXgZX8BKPJbn5Ok+clnlMwwNeQm9tkK72SSXKNMz5oQ4FPJF9EYdW0sxBse72FqJY9XLnDq3uwQvCiKibMWiGwFG7vqbteUazU6wbcpJWu0izXYQs26KZjtFo5VEJ1mpNF/P5kSsGEUbzfZulxhREGl1/EPbcg4BEy15mfaOsrCo8yKToNlS+b0SOvEEImUQxxEEAwISMnpEaiAcU3R+2zlEsU8JkDsCqShOIbd3WqaBJJ3qaOi2QC4pfxJPI7VfALGNzggYoc0UkrwIQptmW6LRtFGt92O3lJB0ZxAEXWeIy4BInrYwTMv4fyJLk3f9Th8WnhRjcFUkRsVeOsJqSXinIbqqI7xfZbeDQJbl/+3LvP/sn/0z/sE/+AdcvnyZ559//ugF0/0gFAoRDoexWq1cvHjxkVwgdwumsiyzsrLCxsYGp0+ffuAJ4v8euskLqRiDuACw6ZQ+SZfJSbSW1Uq6w5YAS8UwJ23DvBou4DEYidey9JjthMo5nJKBUK2IU29kq5rHqTexUkjRa3ZQSLfJlvLkazWsoshqJo3PbGE9l6XXZidYyDPkcLKZzzHl9VNJ1JENMtVmi8luP7OhKP0uO7F8EZdFOT61P2oT9SwuRWm77IgChDMlrAaJUKrAcJeb9ViG08Pd3NyI0u200gpXqIhKMI+nCpiMOla3kgz2utkKZzg12cOtfAWnzURpPUuqlsVk1rOxFmdw2MfGWoK+fjfJeIlqrYFOL6EXoJbIkInkGTnZRS5RRi8aMVr0RNbT+AfsxDbyyEITt7FJfCHI1Nsm9vxN9wNRMGKQ+jBIfXd9nCy3ackZmu0krXaGthylJSdotpM0WwlEUaDemkeQbcgUEXEjIdDaEUglAshiBUU4vnOf0IUgB3d5lIrCIIKcobGjDysJI7TlMILgUP7DogRwGiCdQ5abQBVB1iO0Y8g0O5O8IIgTiO0ldgZhxAl07VVNM1gUW8g4cFmXEMWmEoBlqDeHMOpiyDRom/4/yLrL+/peHwaOcplXxb36ujt1hAcGBnbpCK+vr3P79m0cDscuI+6H8ZnVDPogZd4nPZj+9m//Nu9617uAJ7DM22q1mJ+fJxaL0d/fT61We2QXx5sF03q9zo0bNyiXyzz99NP37cWnotyq8Up6BQFIdvplqZqyGFZar1ucAZgkPVOWMfJFA4VGmuNOpXTbY7IRqRQIiEZyrTqjdi/T6TCjdg/VZhNb1cp30mHOd3UzHYsS0BlYr1cZcjpJVsr02uyEiwUCVit2vRF31cirqRTdAx0uWCfAlDrTvcmiUuoNZnI81d3H9EwIr81CKJWnx2kikqsy6jezlijispkhlkGWZU71B8is5ChkK1SKNbp8diLxPCeOdTG/EsPltLAVzlBvtDgxHGDrWhCdIBGKppk80cPifASbXSlHFwpVzBYDW+spzp/sZfrPZ+g95gKgUWljc5oJrsYZPz3A0mwQp8sJ/SKx2VUMegnfqJuZ2RlNi/Vh9XEEQUQneNGJ91bgastVWu0kbTlBq52gLadotRNAjVjuVRzOJoKQAWQkoYG8M5DSjUAReUcgFYU+BDLI5JFlkOUkotAP7SDtHYFZEAYQyHWeq0MWXIjCMDI12uIUIHWIMiICdWShuyOMn0UQBjDpU0og7aDR6kEnJBGosxT6+9QZwOtNPHIXFhVHaQDpzXC/pdO7GXEHg4oT0076zWEZoh9GMD0sjunjwrvf/W6+8IUvkM1mWV9fP3rB9M0WsnK5zMzMDIIg8Mwzz5BKpYhEIns+9mFAFEUajcau+/L5PNPT09jtdq5evXqg8sr1zDoNucWgxcdWOYlTMhOqpjGKetaKSkl3s5TCLBnIF3W8Ek8wYlMmAXP1Tqk2lwXAZLVCtkC7E/zsgomZ9W3O+JU+qpp0tTvBud5UNgnlzueztnXcWozS71IcdbYzOSRRZDWZwWrQsxxLEbBb2UznGPN5MFVEmvkGjVYbq055zS6vm0guQqtz0SVyRfSSiAWJ2HqaZLrE+Iif5fUE4yN2YsmCtoikMkVMRh02UUcpnCOfrnDydD/pVBFBVM6PaDiH3WEgFilw4mQvcq5MZk3pP9ZLMp6Ag9BagolzAyzNBDvDEiJiu425VmJ7O8fU2yb5/p9+Fz09PRpFQZIkTCYT7XabZrP5WBZ9UTAhSv3AG/uKMxvfpPfiRWw2myI7SZ52J+C22wlkuUBbDiG3k7TlJO12AVGo094hKi8QQKIGuwJpAFGodmguAE2QRWAd5LRWBJYJIAktZPl1HWeELiRBoN5y0Wj1YDTakbGgFwFqNIVncPp/dJcLi9Pp1IKA1Wp9JJvit0Jmei+YTCZ6e3vp7e2l3W5TKBRIpVJsb29rOsLqlLDL5Xrg91ITi4P0TJ/0YPorv/IrfPrTn+Y//If/QKVSOXrBdC+ovci+vj4mJycRRXFfcoKHiTsz0+3tbebm5hgdHWV0dPTAF+kr6WUA3HorWyTp0jnItSqMWPwsFMOMWAKUW3X0DR+vJOL4jBbWixnseiMr+SR6BCLtKnpRYqWQRCeIBEtZLlgGmF5PICCwlk2jE5TSrk4UidRrGCWJ5YxCgdnMZ3nG3c8rt0L47VaCmTxDHheb6SyTXT4WY0nO9HVxYztGv8uBSaejBwuvbYY40a/sjNsd8n00U0AviYSzFQIuK8lcmauD/Vx7eZ0zx3tJpkuYjMrmo1iqIYoCm9tp/B4biVSRS2M9TH9jhVNnlYBSqdTR6US2NpL09rkJb2cYHnUp/aVcicXvrGG2GQj0u4mHMkxdGiYdz9NqtNAbJEKrcU6c62X2T19h8qljAGTjOS5+71lMFqO2+GSzWTY3NymVSnzrW9/C5XJpi/5R48UJgoCAE1FyAsfu+lhZbiPLGWQ5idzOgByjLSeQ5RRyO4kotJHby8jIIKdRxOz1ICd2vIoT6Q332dEJBgQ5SOfnRG7bkQQ3ghyirft7YPw5vGZhlwtLKpXSxAt0Ot2u7OlhbWCelAGkwzpGURRxOp04nU5GR0dpNBpa1jo3N0ez2cTtdmvfu9ls3vf5rWbQD3o9FItFLBbLAz33qODKlSt85StfIRaL8c53vvNoB9N2u83Kygqbm5ucOnWKnp4e7W/34xpzGFCDabvdZmFhgUgkwrlz5/D7/Yfy+t/pBFN1WrcpKxmdXlR+Iq/exe1oikmHsmIN2dwka2V6JBNLjRqTdi/zhSRTDi9z2ThTzgDVnECx2iJfrzPh8bKUTmnUlxNeH/OpJFMuN3OpJBe8foqJGu2ykq/2uxzECyV8Ngub6Sw2ozLgJXYuHpvOwPpWgqhdRhBgM5bBYtARShfp9ToIp/KMdblYjWUZ9LnIVQrUM0oGXa4oE6ihaAaHzcR6MMXooI/VzSTjQz5cTYFqQhkmSsYLWK1GNtYSjIz5WV2OM3osQHg7g14S0CVyrK3G8Pc5SITyjB7vIx7KUC5WMVkMbC7FGD7ejVSvUY+lkdsy8Y0E3aMBBo73IuoEGo2GNvTh8XioVCoIgsDk5KRmGL22tobBYMDn8+H1eo8MPWG/EAQRQfACXrjHYctyC1lOKUFVTiHLSZCTIDcQ2uvI8hDIKZBz6EQXQntZe25b1iNJPQjtFdrSO2kb/883yASazWb6+/s18QJVck/t+TmdTi24HmbZ/UkZQHpYAV+v19PV1UVXVxeyLFMqlUin0yQSCZaXlzEajVpgvVcp/jDs1x7UoeUoweFw4HA4+J//838evWCqnuy1Wo3Z2VlqtRpXr159Q0ngMF1c9gNJkmg0GnznO9+h1Wpx9erVQ9tZrZfixGo5bVpXQmC7rggtRKtZpqxj3I5XKTQalJpKKbbWycrbne/AYlB6IRbJwKTdj71m43Zym8s9vQA4O70SR+dxVr0SHI2SxHG3F0NRZCuew9mrDBVVOiXfbFkJgOFcHkkQWE9leKqvj2vXNvHYrYSSebrsRmKFGqeG/dzaiNHlshJO5THoJXrsJhqRCuGtDDW3FavZwHowxUCvm63tDKcmeri1FMFqNjDQ46K2XSCymiJr0dPV7SQayXHiZC/zt8OYTMoxZ1Mlpk50s/K3C3i7LOQTLQI9XhKhPLlUEZvTzOZSjPHT/YQ3khgaNW7+9SxOv52+iR62lyKcfPskz/zgJY3ypP4Hr4+8G41GbdFvtVpkMhlSqRSLi4vU63VtV/+g7iAPiocdEARBQhACQOCej1UCbwbkFJsb1zGb2nT5WwhykbbhIyDcfYnZ6Q0KaN6hO8vu6nd80EnV/90y07tBEARsNhs2m00zRM9kMm8oxb/ZpuYoeJkeJTz11FNHL5gCZDIZZmZm8Hg8XLhwYc8d0qMOppVKhWw2S09PDydPnjzUrEQt8arTut2Sg+1Wjl6TB13TxWysRLpWxiLpWc4rJdzlXLwzrKQE1WAxC4BJ1jO9maSnMygXKxV33UY7t+Gi0i8ztSVWVlNkjQZ0oshaMo1Fr2clnsZtMbGaTNPnsrOdLTAR8GJr6mhmm7TaYNdDAujxuYkVopqWba5UQxDAKIs0t6us1coM9LgIRrJMjXcztxzFZbewRYZmSwlgBkGgFSywkSoxPBpgfTXO8IifWDRHu6107MLbGbw+Gx6bkUokRbvewmQxAgXi2xncfjuhtQTHzw+yML2F2aLHUC6w/lqYgeO9bM1v0z/Ry/ZShEKqwJXvv6BRqtrtNq1Wi0ajQTKZ1NoIasYqCIKms6rSE1KplOYOopLqfT7foXhaPjEQJBB8gI9CpQE6O7JhiP3NQr8Rd3qHqpJ7OydVH3RY7H/3zPRukCRpl47wnZsaddOjZq4HEWyAt0bP9E4cuWBaKpV47bXXmJiYYHBw8E1P/kfVM5Vlma2tLdbX1zEajZw+ffrQL0g1mKqvahYMeEQrjnYP34wFueDtI10rc8zh5UYmSp9oYluuMmb3slpIMWRzES4XeJtzlG8tbdNttREs5OmyWtnKv37b07m/z24nVipxUrQyPR9lzOdmNZnheJePhViS071d3AzHCBYYZwAAs8FJREFUGPa4yZQjdDtsNJptujDz6lKIqQHlgmt2mBLJfBlJFNmIZXBaTWzGMzwz3M/My5sMdFkIxsp4XBaCkaz2mVPZIkaDjvVgisvH+7j1jVVOTPWRSZawWpUAVyxU0eslNtcT9A96SMTynB0PcP2rN+kediAIkI4W6RrwEAumOXFxiEyiQLPZZvR4NwvPX8ff5ya+WmJwSuGSJsNpfP0e/IN+LI7Xs0lRFLXJbEmSOHHihOYUtHPTJooioihq9ITBwUGNVJ9KpTRPS3Xh8Xq9hzZBedRx2AM+OyX3jh07pk2q7sxa9xKKf1TH9zBwVCaO99rUqBPCc3Nz2pBeJpN5oM3jW4EacyeOXDC1Wq28/e1vv2fZTKfTaeW4h3WBtFotbt26RTqdZmJigmAweOjvVW7WuJnbQkRgq6xwCgVZYjOlR7YpJdZmW1nMGx2BBZ/dyXauisdoZrUAvWYHhrKRWknJB/rtDqKlIgN2J7FSSbvtsyvuLwM2B+6aiXZe6Uu6LGYgg8XQUT3qTMw2OkHEIOog2WLbmEcQYCOaxqSXCGfLdLlshFJ5xnt9LIeTnBvtoZ2p084qGx01Q0lny+gkkY1QCr/HxnY0x/GxLgzVNmTqIL8+bh8N53A4zWxuJDk20cXyYgyfz4aYLhBa2ELSiWRiFQIDLmJbWYbGu4kF01TLdYwmPUadTCmaopQuMtwRg0gEkwSGfETX4px8+yRP/8CFXb9DPp9nZkahyKiBFF4/JrVfLsuytolTs1ZRFHeR6ovFojZtvri4iNVq1bJWh8Nx5Bf0g+BhfrY7J1V3CsXPzc1ht9u1Dcxe/Monpcx71HrxOzc1Y2Nj1Ot11tbWSCQS3Lp1i3a7/YZBpnuhVCo9MI3wqOLIBVNBEPb1Y6gnXKvVeijTf+VymenpaXQ6Hc888wzlcpmNjY1Df59r2TWacothi5/NcoIztnH+ZjOKQdSx0inpruaVIBuudvinDSWopqpljtm8pBINlpJZprzK91Dp9FWrnUVfvS03G4w6XVSSdVbCKbotSgaYKCivG84VFInAdBaDJLGSSHGpr5cb00F8dhvhVJ4uu4FYoc6poS5ubcbo8Sgi9TazgR63HV2myfxCnL5uJ5IkkkhXtaxU1dsdG/LTbLWx1WVuXwsyMOjVMtDefjfhUIap033M3dxGb9AxOOgheWuLTCxPvdpg9EQvq7fDWB1KfzcWTmG2GQmuxjl9ro9X//hFpp5RhBii63G6RwJE1+OcfPtx4ptJStkyT33g9WAaj8e5desWIyMjbzBsVxffncF15397Za2qp+Xw8DCNRkMbYrpx4wayLGsLvsfjuW/lrv2KSTwOPMrMby+hePV7Vje9O7NWg8Hw3TLvIcFgMGC326nVapw5c0bbPMZiMU1HWO2Du93uPTcH381MHxFUW5u7Qf2BHgYXMJFIcOPGDXp7ezUqTq1Weyg92tcpMTZknZ10UUcbgX69jZVajnGrm+Vimh69hUijTHdH5chjtOCUzGyGS2Qq6Y67SwqTTsdy53YpndRuLTo9ZkFHJlImVi7gNBuJlmt4LSa2Mjn6XA62s69LBE71+LG2dZBr02qB3SAQA7q9bmKFmDbVW+ro7IoyiNEaa+UiPo+V7WiOkX4366EME90u0tmyprdrkETM6TrBaAKX20pwK8X4pJKBer02wqEMjXoLURTQA61QilgwzdBxP5sLCQwdDkYhXcXls5EKF+if8FCOJgnPryKIAsHFbW3Y6NTbJ4mux8mnCjj9Dv7Ojz2N0+9AlmU2NzdZW1vj5MmTdHV13fP3UgMmvD6opAbWvbJWSZLo7u6mu7sbWZbJ5/Pagj8/P69lUz6f74kX/n6cgd5oNO7KWtXveWtri7m5ORwOhTNtMpmOdLn3SQim8PoA0k5D9OHhYZrNpjbItLS0RL1e1zjFHo9HC6CHNYD0hS98gd/4jd8gEolw8uRJPv/5z/OOd7zjns974YUXeOc738mpU6eYmZk58HEAHP1f7U2gDoUcZoBTZQFnZmY4ceLErnKf2j87bLySXqbL6CKUg+/EktQ7JV11LydXFE/Ofocy7dhvcaATRE5beri+mmTA7qQNjLk9NGWZcbeHerut3R7r3P+Ur4/bcwo/tCXLDHuVHX2vQzmhux3KSe6ymHCajLjbRm7ejtBqdbLbhnJcqUIFSRRYj2c0nd2nRvtY+s42AbedWr1JT0AxHDB3gmetpgTccCzH6bFulr+9gcNmIp+r0NevHIe+4yCTSZcwmfRsrCc4f7qP21+9gWjsDCkZTIiiQGg9QdeAh0Q4S8+QF2+3A3O1TmohSjqYIzDipZAqgaEjGBFO4Qo4iG3E+bn/8GF++BN/l3a7zfz8PJubm1y8eHFfgfROqMFSr9djNBoxGAzodLpdVZNms0m9XtccjlTO3+XLl3nmmWfo7e2lWCxy/fp1XnjhBebn54nH44+UQ32YOApBShRFXC4XY2NjXLlyhbe97W309fXRaDRIJBJ8+9vf5vbt20SjUer1+r1f8BHiSQqmex2nTqfD7/czOTnJ1atXuXLlCj6fj0wmw2uvvcbb3/52fuInfoJ0On3gc/wrX/kKH//4x/lX/+pfMT09zTve8Q6+//u/n62trbs+L5fL8ZM/+ZN8z/d8z4He/04cycx0vzhMrmmj0eDGjRuUSqU9ZQHV6eHD3NWulWK4dHY2UrBdSimCC7kkAJG6UnqtdITqcx3+qQwck7rI5JQApR6KvmPMaehYohkl5ae16fScMfmpZpRFQ+o8QVVHUik2haryd7kt46zo2SqkkUSB1XAKs0Eikqto/dFjPV5WIilOD3dhqAmI2RbtVhtjJyBWO9lqLFnEoBdZ20rS3+PCbzYj5Oo0ak3snRJtrdZAEGA7mMbjtREKKpKBYqlKfisKMkiyDoNJz+ZShP4xP1vLcQbGAsSCaQx6iUY4ymqqwNCpAdZmNhk9M0xsNUmj2MIZsBNbSzJ4oZcf/Oj30n3aq02HNptNnnrqqUPzitwra1V7rTupN+pGUK/X79kD3Mm3fNQqQQfBUc34VHuzXC6nLfZqdeDOXuvj7mk/ScH0Xr1dQRA0Q3RVR/iTn/wkf/mXf0mlUuH7vu/7uHz5Mu973/u0/7+ffvFv/uZv8tGPfpSf+ZmfAeDzn/88X/3qV/niF7/I5z73uTd93s/93M/x4z/+40iSxJ/8yZ/s+/3uhSP5qz2oQfiDolAo8NJLigH01atX92yMqz/yYWanr8S2eXGrgN9oRwbGHV4q7SZdoom83MRvtLJdLeDQG1nJpxixeQiGyyzHsqyk04iCwFo2gwCs57OA4vYCsJXL0m9zkI6UWNxKsplWXGDWUxmFApNIYxBF1tM5zQ3mbE8X6/MJjKJEIlfGb9NTa8mM9fpotWV6Pcr3YrcYcVpNWCoCCzPbFIpVRYQhlsFiNrAeTNLX7SSVLeNzGdDpJAZsFhZeXKfdocIk4gXMZgMbawkGh3zkshV6+ly43BaMlSrLL62QiuSxucxsryUZHA9QrzaxORVuby5d4sTZfmb/5EV83S7qlUaHJgPxrQSBQR/xjST9470MnxrgU1/+f/HU914il8tx/fp1stksVquVXC73ULJANWs1GAyYTCaMRiM6nQ5RFLUg22w2aTQa2jmsTq0+9dRTPP300wQCAbLZLK+99hovvfQSi4uL2nOPIo5yPxfQ7LJ2Vgfe/va309/fT6VSYXZ2lm9961vcunWLSCTyWLLWJyWYPsiglCRJ/MAP/AC/+Zu/CcBLL73EP/7H/5j5+Xn+3t/7e1Q7A5b7Qb1e59q1a7z3ve/ddf973/teXnzxxTd93n/9r/+V1dVVPv3pT9/Xse8HT3Rmehj0mEgkog2fjI2N3ZWKAwcnK+/EX4ZWOj4cyiJk7OxtnJKeWLvKoM1FolZi1O6BloBc0LFWiHHc62MhlWTc7WE5k2bU5WYtm2HY6WIjl2XY6cKuMyBkZJYSKUa8btZTGY75Pawk0po04JDdwmahzJTPjaEtIZVkKrUmJlE5Hr/bRTQf1yg7pVq98x20cZdE1iMJHHYTG6oIQzjD1LFu5lai+NzKxK5eEukVjSQ3suj0EpsbSbq6ncQiOc171O5UBs4Mkog+lWdtvYTLbyWbKHU8SDeRdMp3Ht/O4vbbcVgkmokUzXoTSaf0bsKrMXrGuoisxjj19kniW0n6j/fykV/7+5htJjKZDPl8noGBAS07WV1d5ebNm7hcLnw+H36//6HIBt4ta91riOlOwQhVJUiWZa5du7ZLMOKoyLId1cxUxV4DSAaDgZ6eHnp6enb1tEOhkNbTVgeZHA7HQw90D2ug8rDRarUeWECjVFKqbuPj41y+fJmPfOQj933uJJNJWq3WG9ozXV1dRKPRPZ+zvLzMJz/5Sb71rW89lO/46P9qd8FByrztdpvFxUW2t7c5e/YsgcDd1V7Ui+iwsoJSo850ahsRgdWCIhq+lVOmdhs6ERpQbzUREbDLFv52NcSlbkXNyN6ZAHV3ypM+s4W1bAa/xcJGLsuI2cnLt4JcGFAe77GaWU9lcJqVx1s7z9dLAkZJwtrUcf32NpO9ir5uodOnTeTLSKLARiyD1WRgNZLm7GAXwZkY/d0uErGComBUiOB2mtkKZ7SycyZXZqjXRX4xicVkJJ0qcWyii5WlGMfG7cSiOe2xyUSeE8e7mf/rW7h8RqqlJmNTA2QT6zQbTURJYHtN6ZNmkwVOnPDz2p98h4lLY4iSSHAhTP/xHoLzYfrHe4isxsini/zAL7yXf/S5f4AoioTDYebn55mcnNRkzLxeLxMTE1QqFZLJJIlEgtXVVYxGo0Zgf7NpxINAPZd2VjvuRr0RBEELnNvb25w5c4ZyuUwymWRlZUUTjFBlDh9XZnPUg+m9qDGCIOzSsq3X6xqv9ebNm8iyrE2pPiz+8JOSmR7EGLzY8UzeOc37oOfNXvSnvV6r1Wrx4z/+4/ybf/NvmJh4o+XiYeBIBtOHXeat1WrMzMzQaDS4evXqvka01YXtsILpi/FNGnKbY3YvK4UULkFPSm7g0BvZrOTQIRCtFDlh6OXGltJHDRaUEq5q4J3oGHqnq0o/tdSoc8neTSJaQpYhW1buz5SU22SHAhPJK+pHlUaLPtnM8loCo15iJZLCZtQRy9c0fd3xXi/L4RSnh7sxtgX0hTa1WhOrWQnIqoJRKltGkkQ2t9O4nRYcJgPteJl4qcnoaBfpVAmjKmxfrCJJIlubKQLdDvwOM9Voima1gdPtIxkqkkuXMJr0bC7FGBgLsLkUY3SqByGbJb0eQ2/SszkXZGiqn/WbWwydUgJkJpbD3eXkAz/3Hr7vo+/WhsqCwSDnzp3TrKp2wmw2MzAwoPV10uk0yWSS+fl56vW6Nm3r8/kOrb+6E3dmrXej3qjUMa/Xy8DAgDY9mUqlmJ+f3yVe7vV6H8rx3g1HPZjez/EZDIZdk9iqA0s4HN7FH/Z4PIemevUkBdOD2K9ZLJYDbVJ9Ph+SJL0hC43H43sOExYKBV577TWmp6f5xV/8ReD1CpFOp+Ov/uqvePe73/3AxwNHNJjuFw8STLPZLNPT03g8Hi5evHhf6b6q43oY+NvYOgC6upKFjLh8TGcijNo9zKQjDEkWqgUjValFtlZl0OFkK5/T1I1UQ2+X0cRqJk2P1UYz2WKrUKJQreE0G1lLZnBbTKylMvhtFjYzOXqddsK5Aqe6A4RXUthsegqVOn1OI9u5FqO9Pm6sRzV9XZvZiFEvYWuK3LgWZGxIUT+KJvLo9RIboRQ+t5VQJMvYkI/1rRRPDXUx8/Vlpk4pmXGtqnzG8HYGh8PM5nqSkbEAoa0Uw34f1//yBl0jygRwNl7C6bURWo1z7HQ/KzdDWB1m+kd8xG+tkQ6lqBZrjJ0bYvnauqZilAyl8fa5ySZy/PP/6xc5966TtFotbt++TT6f5/Lly/saxZckCb/fj9/v1wQYkskkkUiEhYUFrFYrfr9fkw18FOVgNbDm83nNGq7RaGiP3Xm8pVKJZDJJNBplaWlJW/AfRZnyqGemB+GZCoKgiZqPjIxo/OF0Oq0JFxyG6tX/TsH0IOeKwWDg4sWLPP/88/zQD/2Qdv/zzz/PBz/4wTc83uFwcPPmzV33feELX+BrX/saf/zHf8zIyMgDH4uKJz6Y7rdnKssywWCQxcVFxsfHGRoauu8f8zD1gP82sgZAvqVMvtY7LjECAlNWP41Ek3C5xOUeJ5DpSALm6LfbiZaKmqH3qMtNuV7HX7fwamKbs/3dzIaiDHvdzIaiDHlcZMpR+t1OEsUyPU4b3VYbprLASrWFzq70R50OG9u5Gq2ODm6xovRHy9U6Izo7a/MxrBZFpL4n4CASzzMxEmBpPc74SIBkpoTDauSE301xW/HEjMUK6A0iG+sJBgY9BLfSTJ3qY+7WNg6HmR6TjtDtTSSdQDZWpmfYR2QjyfELQ+RSRXS6TjlUkClvbBPfTHD8qWMsvLKCrjM5HFmL0TXsJ7aR4Mr7z/NTv/pj9E/2atUHURS5cuXKfYsjALs4dOoCmkwmSSaTGjdtZ9Z6EBH2vbCzHJxIJLh58yZjY2NYrdY37bWq4uWqYMReZUp1wX+Q7+RueBIGkA4rUOn1+j2zVlX1ymKxaN/z/WStT0owPYhS02EJNnziE5/gwx/+MJcuXeLq1av87u/+LltbW3zsYx8D4FOf+hTb29v8/u//PqIocurUqV3PDwQCmEymN9z/oHiig+l+e6atVou5uTkSiQQXL17UHCruF4cVTF9cnSdeK+GQDISbZYyixEo+iYiAsaUI1bt1ykKX6pRyC53hn2rHyFstrzpFA4srcZw9yuM1E+fOwtbsZNK1RhNJFDE1JK7dDDEccAGQ7ojSRzNlDDqJtUgKu9nIaiTFRK+Xwloen9NKsVzXROr9XjuReH4XFcbvsZHfyJIO52m12nT3uoiGs3T3WoiGyzjdFoJbaZrNFv0DbqIzm5QyBSrFOqNTvazNhfH4bEQ2ktSrDURJJLSa4MylQab/x4ucuDpOfDOhLDZqn3Sih1BHlMHb6+affPFncHhtFAoFZmZmcLvdTE1NHeoCunNYJZfLkUwm2dzc1KgsamA9TAGGYDDI8vLyLmGJnUNMsiy/qWDETsutQqFAMpncNVyjbgb2kt97ELxVM9O7Ya+sdS+tZnUjc7fS+5MSTA/aMz0MqteHPvQhUqkUn/3sZ4lEIpw6dYrnnnuOoaEhQBkuvRfn9DBxJIPpYfZMy+UyMzMzCILAM888c6Ae0kGFG2RZZnl5mf+1PA3AmNPHdDrMMYePjWKay7YhvrW6TbfFRrRcwmMys5bLYtXrFVUjSVE30osi67kMT7v7uLGgcDHXkhnFIi2RRhJFVhNp9JJya9LriBdKnHH4mb61jdNqYiOexWXWkyk3GA642YhnmOz3sxhKcHrYh9QCSxm2sxWGety7PkehqIywh2IZRZhBlvE3RNbX4kyc6GFpPoLPbycazmrPSadKGIw6dAJIyRzRYEpTNDJ1+q+ZZBGT1cDmUpTB8S70zRq1uDLBWilWO33SbQZP9LFxK8jwyQFCSxGOXRzlJz79I+gNOi2DGx4eZmRk5KEt7oIg4HK5cLlcmgi7mrWur6+j1+vxer34/X48Hs8D7eLVfu/29jbnz5/XpPPgzYeY1LLwXlmruuCrwzWq/J56feyUOXyQLPuol3kf1fHd6Ruqyu2ppXc1a/V4PG8YGDuK2rx74SBl3sN0jHn22Wd59tln9/zbl7/85bs+9zOf+Qyf+cxnDuU44IgG0/1CkqS7csGSySSzs7P09PRw/PjxA+/4DpKZNhoNZmdnKZfLBC1ADeROHunSm3FXnVQF5d89NiWYDjtdpKsVjrk9zMZjnPB4uJWIc9LrRyjIlLN1SvUGEwEvS/GUdqtSX1QXmLO93aRDRSS7ItbgMgjkShBwWshWcrjtZjbiGcwGHaIg4BB0zLy2qfVHY8mCMlwUSu+iwgTDGS6f6Gf+W2ucONnb+Y6UxSqfUwaS0qkqHq+VcCjDxXP9zD43S+8xFwB6vRFBENjeSOAJ2AlvJJk4O0B0K4VNbDLztRv0T3RjcZrZvB3S+qRWl0IFSYUz/MSnf4Qf/T9+QHP3WVlZYWpqiu7u7gf9mR8IJpNpl+F1JpMhkUiwuLhIrVbD7XZr1Jv9aE+3221u375NLpfj8uXL9yyL3a9ghE6n07LsnfJ7GxsbmvyemrXuN4s46mXex5H13Sm312g0tIGxubk5Wq3WLpH4JykzfdBgqmambzU80cFUp9NRqVTecL8sy6yvr7O6usrU1BR9fX2H8n4PGkwLhQLT09NYrVZOX7rAja9eQxIUSswpZzeroRyRQhkjSjagCtO3O31UqaNuZJJ0jDrdeOomXt3e5uJghypjMu66tRmVTM9i0HO6O4ClJLCYLuLuTNPqjUagokkEpgtKKTlVKHPG42NpNqz1R7v9dqKJAmNDPlY3kxoVxuO04DMaaMXLtJpt8rkKoigQ3EzjdJnZ2kgxMuZnfTVB94STbruR/LqSRbdrQmdSN0rfqI/QaoKpi8Ok4wXMVgNCJk0wkcDT4ya0FH1DnzS6Hqdr2M+H/82P8rYfuqzRnOLxOBcuXMDlct33b3SYEEVRy/JU71OVeqNmJmo5eC8qi7rxarVaXL58+b6HWe5FvVED607qjZplj42NUa1Wtax1c3MTnU63y6D7zYb2vpuZ3ht6vf4NDkPpdFoTiQcIh8Pab3JUA+tR6JkeNRzJYHqQMm+z2eTmzZvk83meeuopTeD6MPAgwTQWi3Hjxg2Gh4c5duwYz4dXaMptJhw+nIKZ7XiFSKGsTOVm05h0OlYyGURgJZNWXFxyWUARdUhtFMGqLIaxvEKRiRc6BuCd22hOGQAyyxLztyN4bGZFoSipiChsp4tYjXpC6SIOs57NeJbRLjck68gGkXKlofVHAz4lmO6kwljNBuRMlaUbYSwWI06XmeBmiqERHxtrSaZO95HLbmO1GjGbJVqJPGvXtzBZdLj8NqJbGW1S1+G2Agkq5RrHpnqY/+pruHx2wltJpt42STqSod2WFU3exTB9492U8xX+j//7WcYvjtJoNLh58ybVapUrV67sK+t7lBAEQfM+HRoaotlskkqlSCaT3Lx5U5sC9fv9eL1e2u0209PTmM1mzp8/fyglv/sVjDAYDLu8LFXBiNXVVSqViiZw4fV6MZvNu67Xxx2s7oajZsG2M2tVz40XX3wRWZaZn5+n0WjsojkdlXNbPX8e9Ls8LJH7o4YjGUz3izuDW7FYZHp6GpPJxNWrVw99WvF+eKZqv2tjY4PTp09rZce/ja5hknR0CU5NiGG7UGDE5WI6FmXc7eFmIk6v3kC4UWfU5WYjl+XvdA3ynZshejrUloDdSiibJ2C3Eswot6FMnm6HjVS5wtt7+nltJsSAz0EwmafbYSKar2p9UdVCrcthpsftxN80MB1O0nW8d9fnKJYUAQeVClMq1Rg2W1ie2WZ41M/GWoKpU0rwtNmUfnSj3tJuzcUSa2txfH0OEqE8Iyf6yCaKSJ1J3XQsj8VuwmwUKW1FKWdKjJzsJ7wcpZKvdPqkIQan+tm4FeTsu07y07/29/H3e6lUKtrvfeXKlSdCOUan071hKCiRSBAMBrl9+7a2wI6Ojj6Uhf9BBCPU4Znx8XHK5bKWtaoCF+pif9Qtzo768el0OgRBYGRkBJvNRqlUIpVKEY/HWV5e1qzNVHGOx9VbVSsbB+mZfjczPWLQ6XTaxR+NRrl58yZDQ0OMj48/lItmv5np3UTzF3MJupoegikliyw3OwLznXaToXOCmjul3YDFgr2mp5VX3rfHYSOSK9DvchAvlN5wO+h2Yq/oaJWVx+tk5fvp8buJ5iOYO6VS1ULNgsjajQS6HhegBE21P2qzGndRYc6M9xCejdDV6aXabEr5sdmZME7ECxiNOjbXE0yd6GHjhUXcXWbybQj0eEmE8lTKNQRRYHs9ib/XRSKS48z5Pl797y8y9TZFmSQTzWFzWdmc29EndVq4/P3n+MX/8lHMNhPZbJbZ2Vm6urqYmJg4UhnHfrFzCtThcHDjxg2NL3r9+nVEUdTKwV6v96FsFu5HMEIUxTcIl6v9v4WFBWq1Gqurq3R3dx+pTErFUSjz3gtqz1QQBI3mpGatO7/rnVmrx+N5pJKS6nlxkJ7pdzPTR4T7KfM2m00WFxcJBoOcOXPmgay09ov9iDao2bHZbObq1au7piKXMik2g2V0gkS6Wul4jyqC9atZRVIw2FEnyrWb9FntlOJ1liMpJroU5Z5KQ7VE231baTSZ8HupJ+sEI1kkv3KcjbbyXSZyivrRdiqPKAgEkznOeN1s3E5hsxjZDKW1oKn2R0+O93B7OYLfaydgt2DINSjlq5qlWjyWx2DUsbHe0duN5pg43o1RgGYiQ73SAJQFNRHOYLEZ2VyMMXAswNZSjOHJLiztOvmtGADh1TjePjfhlSgnnh5n/uVlrU96+p0n+NAnP4goikSjUebm5jh27BiDg4MP+nMeGYRCIRYXFzl58qRWwVDLq8lkUtMPVoeYfD7fI9MPvptXqyAI2vFMTEzw7W9/G7vdrmVSD8q1fFh4EoZ73uwYVbcbdbOlVggSiQTLy8uYTKZdkpIPM2tVg+lByrx+v/8wD+lI4EgG0/2i3W5TqVRIJBI8/fTTD323c6/MNB6Pc+PGDQYGBpiYmHjDYveNzQ3ytToXurq1Kd1bibgmWD9gdxAs5AlYrJgbLUjDSj6F1aBnNZ7GrNexEk9h1EmsJtLarUmvwyrp2VxLEqk1MRskNhN57GYD25kSfqeVUDJPv89BKJnnWI8HYxFauTrNlsxgj5tbhQh+j8IfVfujisuGiLHe5tYLG7g9VkxmPRtrCS14jk92s7wYxR+wk04VsQlw469v4+62otNLpCMlfL1O4ttZJs4OsDQbxOYwE+h1kV/bJnhrC0kv0T/ZQ2gxwsm3TZLaztBqthFFgchqjJ//jz/N9330XciyzOrqKltbW5w+ffqJvyDVzxMMBrlw4cIbqC9qeVXVD04kEpoe7+PSD74b9UYURbq7u3E6nTSbzT25lgdVCDoIjnpmqm5a7hWkdvbhBwcHaTabWl97cXGRer2Oy+Xa1Ws9zM+tDh896GseJjXmKOGJDaa5XI7bt28jyzJPP/30I+mXvRkVR10U19fXOXXqFD09PXs+/2+DmwB0RIYwdTxHXR3ua1dHKnDK4ePlm1uc6nESy5cY83u4sR1jzO/hVjjOyS4/tyMJTvb4WYileHtPP69c32RqIMBcME6Pw8xWvcJIt4cb61F6vQ4SuRJ+pw0BgW7ZxPRKkIlhJdttdbLtYlnhj8YSeXSSSCJd5HSXl9svrtM/4NG8RhfnI/gDili9Xq8sts1GiwG7gZVXlrHYDWSiJU2MweExkQznXjdflds0Y3HWNxOMnRti5foGTr+D0GKEUr6s6e4Onx7kp/7thzRpwLm5ObLZLJcuXdrTJu9Jgkp9yWaz+5I6NJvNDA4OMjg4qOkHJxIJ5ubmaDQaj1w/eKdghCpx2Gq1tP9EUXzD1GoymdR0bW022yP3ED1qA0h3Yid96X6g0+m0335n1qr2tQ0Gw65p7INuvA4yfATfHUB6pLjXhaUquAwMDGij+48Cew0g7Zwe3stUXEWhXmMmGkUniKxmlJJuqKCUdJMdlaNaq8klew+FZA0QXr+4Ot+HXjX+7nxem8HAcbOHWkYZEiqXlT6s02GHTIV2J2rXOqVgsyhRXs0TdyqfIZYqKq4wodQb+qOTIwHKm1kkjxFZBpfHQiiYRpKUi6hYUDxMt0Np+vrcJOeC6MQ25UKd4xcGWbi+hdGslLjz2TKiJLCxsM3YlJ/bf/YyE5fGiK/HMXRoPOlIVumT3g4xdm6YYrbEL//ex+if7KVerzM7O0u73ebKlSuPJas5TKjUl2az+UCf5yjoB6vHoX6eGzduYDKZsFgs2jUiCIJWEt4py7jTjWV2dlYbclIX/MOWZVRx1AeQHjSY7sSdWevOvvbS0hL1en2X6fyDtAsOakP5XWrMEUC73WZubo5YLMaFCxewWq1sbGw8svLNnT3TUqnE9PQ0RqPxntPDL4SCNOU2kx4vi+kU/XYHoUIer9nMei5Ll8VKLdFgM51BFBTX9q1MXqHGpLMABDPKbSiTY9DtJLFVIJzI47GZEIB0uYEoCGwmcugkkbWoUgJei6R5ariP2Rc28LttbMdymuhCr99COFHm5ISf20sR/B4bdrMRRxW2wnm8HTPubKaMKApsbaawO0xsbiQZGPRiMkjoCyUWwzmGp/wkKdDsTPNGttI43BZS2wWGjncjNmpUowlazTaZTBZBgOBSGF+/h8hqTOuTDp3s56d/9UM4fHaKxSIzMzM4HA5Onjz5RKjD3A3qBLLZbObcuXMH3gg+bv3ger3O9PQ0kiRx+fLlXebndxOM2Klrm8/nSSaTbG1tMT8/rwlGeL3eQ5VlfKtmpneDJEm7stZKpaJlrWtra1rW6vF47soh3onDCKZPemVpLxzZYCoIwi5FlUqloi0OzzzzDGazmUZDGYR5VIa6O3umiUSC2dlZ+vv79zVN+q1OidfRyUJ6bDZChTxDDhd+kxVv3ci1RIQT3X7mowl6rSbCpSqjPjdryQxDHheb6SyDbidOo5FWqslaIk2Py0okW6LPY2M7XWS028NaNM1En4+l7SRTgwGMVZDTdZCh2+8gkS7idloIhjMY9Mpxyx2BCIsosfLqOhWvDb1eYnM9icttJbSVZnhU4ZGeONXH/K1tujwWpp+bJTCgXBjlfBOjWRFj6B32Ee6I1m8sRLBJMjNfvcnAiT4MZj2pzSyBER+xtSSOk10Qgkq5wt/50FV+/j/+NHqDjlQqpfWg72bc/qSgUChw/fp1/H7/oShy7YU30w/e2Ng4dP3gSqXC9evXsdlsnDp1atcCez+CEaqH6NjYGLVabZdghCRJu2QOH/Q6V/WLj/I5pGbOD1MC885pbLXXurKyQrVa3dVrfbOs9SCCDWoZ+qgY2h8mjmww3Qm1HBQIBDhx4oT2Q6q3zWbzkQXTZrPJ2toaq6urnDx5kt7e3ns/EfhWUBFcVj1Ii53eq0NQhOrdvcoUslmvfA6rTvlsbosZyOCzWdhKZxlxOHnl+hbnR5W+rElSFqcut4PtdBGntWMAbtTjtVtw1iRu3Axx4pgyJVqrKxuQbK7jhZqvoZNEQpEsl8Z6uPH1Zbp7XETCWc3Me2y8i2ymhM2uvLbcljk56mXr2hqSqDi+BPrcxEMZxk/3s3wzhMtvI7yRRKcTcVBn8/oKroCD4Pw24xdHWb62hr/XS2wtiSTr0Bt1jD49wMn3H+P69DUMBgOpVIoTJ04cmoLV40QymeTGjRuMjIwwPDz8SBb1u+kH78xKHkQ/uFgs7toYvNnnuV/BCKPRSG9vL729vbTbbW0zsLa2tmszcL8lSnVjftSD6aPMnHduVEAZDFLL72tra5q+9J3KVwftmRaLxe9mpo8asiyzsbHBysoKx48fZ2BgYNff1QvwsGzR9oNSqcTW1hZXrlzB6XTu6znzyQTxcgmf2cJGLotFp2cjl+Updx83F6O02jKbacX4O9xRL8p1fE4zHYPvcq3OeU8XqXAJZIgls8qL60xAhUyxYwCeVygwclvGlGoRTKQUI+7tNGajnrVgCpfDzFY4Q5fPRixZZHzYj5St087WkGXw+u1EwlmMJqUkWKu9ziN1OMzUI2mykQz5VJmREz2sz0fw9TiJb2cQO2IM2USRwWMBVr85i9NtJRPNMfXMBNl4Hp1BWbQTwRR2j43YZpJf+v9+jLf90GVqtRq3bt0ilUohCAKrq6vkcrkDCcY/bmxvb7OwsMDU1NSbDqc9CuzUD1azkgfRD85kMszMzDA0NHRfZgI7e61qpngvwQi3243b7WZ8fPxNS5T7GaxRg+lRL/M+zuNTs9ad50c6ndaUr9Rea7PZPPAA0nd7po8QrVaLGzduaNOOb6a3epgeo3dDuVxmaWmJdrvNM888c1/qSuoUr+pBOu7x0My2qHSE6oc9LjbSWXqcdiK5Aj6bhXixjMNoYC2Zodtho5FqkMzlKVbrmPQikVwFh9nIRiyDy2ZiPZbB57AQTOQ4P9zD+vUI3T47wUiWsUEfq1tJjo91sbAao7/HRTZfweuy0KjXcTdEbi7EOD6lLPSFvJK1RrazmghDoMuBKAiMuIzcfmmV/gkv+VQZk0UpW5dyFURJZHstgSfgwG430EylKSTyDE32ElqKUK/UNVnAwJCP2GaSc+8+yU98+kcYvzhKs9lkbm6OWq2mOfzcKRivSu89rKnVw8RO6sv58+cf2PrvYWBnVnI/+sHxeJxbt24xMTFBf3//A7//zuEk2J9ghNlsfsNmYOdgzd2k93aWl48qHncw3Ymd58edG5l0Oo0gCMzPz993+V01sP9uZvqIIMsyr732GgBXr16967TjowimqvuM1+slk8nct0yhWuJtttuMOd3YSjqubSc0oXqvzcxGOkuvU1E3GnA7SRbL9DmsdGPH1zJyPRpmss/D4naafo+dlViOoS43NzeiDPpdZItR+n1Ohp1O9Lk2jUYLt8tKMJLFalWOVzXbbnQUi4ySSHOjSNQlo9OJbG4ksTtMbG2k6Ot3sx3KMHG8m6WFKH09Tpa+MYe+R9lR6kUDgiAQ2Uxic5rZWo0zON7F1lKM8SsBXv1vL3DiqqJolI5mMVmNbNx+XRZwcKofq8PCL37ho/j7vVSrVaanpzEYDFy+fFkblNm54JdKpV1TqzabTQusj4pesV+ow3KZTGZf1JfHif3oB3u9XiRJIhqNcurUqUMXR3kQwYidi/2dIgZms3mXiMGTkpke1crLzo3M2toa+XwenU63q/yuTmTfrRdfr9dptVpH+np4UBzJYCoIAqdOncJkMt3z5N8pKXjY2Flmnpqawm638+qrr97XaxTqNWZiCiXGKEtsbBSpmzoKQh1h+lxFobaUOspCjc7mwCromF9M4hwIAFApKRmj2WwCctoC0Wq3sRj1GMsyt2a3Nes0tS8aTxaUydlwFr1eYiOY5sJEL/N/u4bTZSARLzA6HmBtOc7UqQBzt7Zxe61shzLodBKnT/SQXghRK9UpJCUsdhOby1F6R3xsryWYPD/I4vQWdpeZsWEnqaWQkoEuhTVFo8nLYyy+uqrZp/VP9vKRX/v7mG0mcrkcMzMzdx3M2SmvNjw8rPlxJhIJtra2NOk9VTD+cS5KKlWk0Whw+fLlI59B34k79YPz+TwrKyvEYopS1cbGBsVi8aFtYh5EMOJOEYNMJkMymdRsztSWTL1eP7K/x1HKTO+GdruNxWJhfHxcy1rVXuudQ2Nut3vXBHmxqKx53w2mjxB2u31fGefDykxbrRa3bt0inU5r/dFSqXTf7/VCKEgbmb8TGOTlW0EG3E6CmRx+m4VgJo/DZGQtoagbqYbeG8kMUzYHqytp5DasbicRgEytjSgIbMSzSKLAZjyDThIplusMYGFpLorVbGAjmMKp9UUV15ehPg+b22kmRwOYGjKkayCDzW4gl6lj6agetVpKOSyXqaDTiUjVGhvXNqiWanQPuoluZZg8N8jizBZOj5XttQTtlozLayO7sk18NUKtXGPgRB+bt0OaopHQ4afGt5L8P3/xffyjz/0DBEEgFotx+/ZtRkdHGRoa2vfCbDAYdvlxqv2/5eVlTXpPzVofpUasmmEbjUYuXbr0RIjv3wuRSIRiscjTTz+tDYapVJbHoR98L+qNKIpv4OFGo1HS6TQvvfQSVqt1l2DEUQlgT0owvZMaYzab3+AylE6nWV9f5/bt2zgcDjweD9FolEAgoE0VHxRf+MIX+I3f+A0ikQgnT57k85//PO94xzv2fOz/+B//gy9+8YvMzMxQq9U4efIkn/nMZ3jf+9534ONQcfR/uXvgYQTTSqXCyy+/TLVa5ZlnntF2taIoahfzfvGd8DanTX4aHaH6gL2TmbmV1xz2umgDoz4PjXabcb+XIb2Ter5Fpd4iYDdSbrQY7nJTqNQZ6XZTKNcY6fZQqNQ52R+gslHEotNRb7QY7PPQassMdLsA6PIpvQmn3YzTbsLRElh6NUi7EzSrlY5RQCSHTi+xuZHE5baQyRQ5M+pl/puLuAJmZTCpS3lN9fNnEgX0Bh31ag2n2GBjeo2BE320mm1sbqUcXClUkXQSwfltekYD/Og/+wE++v/+cQDtYjt16tSBJlxV6b3JyUne9ra38fTTT+P1eonFYrzwwgu89NJLrKyskM1mH6qBdaFQ4Dvf+Q5Op/NQOKSPG+12m5s3b5JKpbhy5Qp2u12btj1z5gzvfOc7OX36NHq9ntXVVb7xjW9w7do1Njc3KZVKD+W7FkURSZIwGAyYTCaMRiM6nW4Xv7XZbNJoNLRs1m6309fXhyiKvP3tb2doaIhqtcrNmzf59re/za1bt4hEInuqmz1KHHRK9lHhbjxT9Vo8duwYTz31FFevXqW7u5u1tTV+8Ad/kHe+851IksQf/dEfkU6nH/gYvvKVr/Dxj3+cf/Wv/hXT09O84x3v4Pu///vZ2tra8/F/+7d/y/d+7/fy3HPPce3aNd71rnfxAz/wA0xPTz/wMdyJJ/tq53W6ymEhlUoxMzNDT0/PG0qOO8tO+y0jXp/bZiORZdCj+KoWqsoFq5ZyBZQAYtCJDLqduJt6rm2GGe/qBEGLkWi+istmhlgGh0UpUdnNRi4M9mAstCkVaxj7lOMRO/Go2QmW5UpngZDb2PItwumU1h+12YykElV6ehUqzNh4F6vLMSYmuojNbpFBKT9bbTYgSzZZQNKJhNbieAIOIpspTl4cYv6rrzJ+YbTzPsoCmgimsTotbNwOMnSyn/hWkmf/00c4884p2u028/PzpFIpLl26dKies8Cu/l+j0dDKwdPT05o4u1oOPqyAp3Jih4eHHxn15WGi2WxqKk2XL1/ec05gv/rBfr8ft9v90Czl9kO9aTQaCIKAJElvKGGnUilCoRALCwvY7XYta7Xb7Y/0d3xSMtP7Wf9MJpOWtW5ubvI7v/M7/Pqv/zr/7t/9O37yJ3+SK1eu8KM/+qP80i/90n0dw2/+5m/y0Y9+lJ/5mZ8B4POf/zxf/epX+eIXv8jnPve5Nzz+85///K5///qv/zp/+qd/yp/92Z9x/vz5+3rvN8ORDaYHMQh/EMiyzObmJsvLy3vScNT3gv0rgCxEk2wksh2OaF4RrO+UclcTilvMRkfdSI9EYavEtkX5LKm8QnWptITOv8ud2xI6ScRYlbl5PUSgk3mGYzlEQWArnEGvE9kIpbCYDawHU5wc62LrlRBen41wLMPYeIDV5TiTUz0szkXw+mxEwllMJj3HjgWobCVIbWeQu2xIOont1Thuv53t9aRGhRme7KGr20Y9lqBerlNIF9DpJYILYbqG/cQ2Ehx/+hgLL6/QPRLgn335WfoneqjX69y4cUOT0nvY/Su9Xq+p7ezkLe50YlHLwQ9aegqHw8zPzz926sthoV6vc/36dQwGAxcvXtz3huPN9INv375Ns9nE4/E8dP1g2FswIpVKafMVewlGjI6OUqvVtN7f1tYWkiRpx3xn7+9h4EkJpg+qgGQymThz5gzd3d3MzMwQDof5y7/8S7LZ7H29Tr1e59q1a3zyk5/cdf973/teXnzxxX29RrvdplAoHOqE/ZENpvuFTqc7cDBttVrcvn1by5R2unfshHqi7/f9vr2qUGLU6dxRv4eb2zHGfV4WYklGfW7WkxneNtDPtZkQ3S4b0UwRh0lHutLEadazlcjisZvZSmTxOSzkSlUu+PzcvB6iy2cnlizQ1+1kO5pjuN/DRijN+LCf5Y0EU+PdGNsCYr5OrdrA47ESDmUwqa4wHe3eQkEJ3EZg49UVmvUmLp+VdKyoidUPTfaQSRQwW4zo9BJitcLsX1zH6bfj9NkJzm8zcnaItZlNRs8MEttIILdlpp6Z4Nnf+ggOr2J2PDMzg9Vq5fz58498SEgUxV28xb3oIDs1be+1sMmyzNraGltbW0eO+vKgKJfLXL9+HafTycmTJx94cX/c+sHweg91fX2dUCjE2bNnNUnQNxOM2NmHz+VypFIprR2xU9PWarUe+jE/ScH0QY+zWCxq311fXx8f/ehH7/s1kskkrVbrDRPlXV1dRKPRfb3Gv//3/55SqcSP/diP3ff7vxme+GB60DKvqpUqiiJXr169645ZLRPtN5i+sKrU79WSrqQacndKZl6rBVfbQDvfBhmsnV9jqMvDzc04foeZXKXBgN9FulBhyO8iuZxB7DCF1GDqc9vYjuZw2JRjN5v0GPQStrbAzRfWGZ9UTrp8J9uNRXLodCLBzRQmk8R2MMOl073M/OUsgSE78c0CvcN+ssmSJlZfryqTxvlMicFuCzf/apq+iR5Ci2Gmnpkg92IBk9XYeUwRnUHH8MkBfvbffxi9QUc6nebGjRv09fVx7NixI1EGtVgsWial0kFUmUhAUwfaS3x9Z6n6qFNf9gtV7rC7u3tPC8EHxePSD5ZlmeXlZSKRyK7faL/UG3XjpapHqTzL9fV1TR3oMC3wnqRg+qCft1wuH5pgw53n537lIv/wD/+Qz3zmM/zpn/4pgUDgUI4F3iLB9EEHB9LpNDMzMwQCAaampvZ1Iu9XcSlfrXEjFEUniqwl0gjAVkflKFooELBZqSZrLG8mGekM9tQ7fc5mJ2Nsdt6n2Wxxsj+AHK+RTBTx2JRypNoPzRcV67RUVlE/KpRqDJutrN+IYDDq2FxP4nCaCW6m6O51EQ1nNSpMT58Fc1UmG1RoDy6Xk/hmgUpJ6ZfGQmlMVgObS1GGxgPkVoJ4uxy0mm2cfjuhRWh0KD3RtTgOr53gfJgP/5sf5Yd/6QPA6wpAk5OTByL6P0zcSQdRy8Hr6+vcunULl8ulZVJGo5HZ2Vnq9fojKVU/CqTTaWZnZx9Jz/dR6AfLsrxrs7OzhL9XOfheghE7e387BSOWl5epVqu7BCMetF3wpATTg/Bh1cz0IPD5fBrneSfi8fg9+c9f+cpX+OhHP8p/+2//jfe85z0HOo47cWSD6X4vIJ1OR6VSua/XlmWZYDDI4uIik5OTDAwM3FePdqdzzJvhpbUgLVnmeEAp6aoqR90OGza9gVauwXIiicWoYyOWxaiTiOaqGHQSa1Glr7qdKaOXRKyCjuWbYQTAaNCxHkxq/VC71chGMIXXbWU7muPYoI/SWgajzUyxUNXMu49NeJi7tY3PbycazmI2G+judiKk02ytZPH22hAEiAUzWGxGNpdi9Ax5iWymGD8zQKvRwFSrsLqZwNetTCJnolmMFgMbt0P0jXezvRzl1DuO84Gfew/P/OBlZFlmZWWFUCj0RJVB79S0rVQqWjl4eXkZAKPRyPHjx+9bwOMoIhaLcevWLY4fP/7IdZAfhn5wu93m1q1bFIvFffF87+bVei/BCGCXf+jKygomk2mXYMR+A8+TEkwPUuY9DC9TtZf//PPP80M/9EPa/c8//zwf/OAH3/R5f/iHf8g/+kf/iD/8wz/kAx/4wIGOYS8c2WC6X9zvAJKqTBOPx+/aHz3o+6klXquxo+TTUTk65vYwPRNkaqCL7UQej1kiVGsy1utlbivO8QE/C8EEowEnW6k8zwz2ce3lDSZGAiytx5kcDbC4FufYsJv5lRiDfR5uL0XoDTjodtuwVmW2kyX6+5TPpTe8PjQFUOyUeiVZproWpVqqYrEbSYWL9I8FCK3GmTg7wNJsELffTmQzhd0i8dp/f4W+8W4kncTW/HZHjCHGxKVRll5bw93lpFyo8pFf//scOz+i8XQLhQJXrlx5orU4zWYzAwMDuFwurl+/jtVqxWw2Mzc3p6kDqeXgJy24BoNBlpeXOXPmDH6//3Efzhv0g1Xxhf3qB7daLa1qcOnSpfv+PR5EMGKnE4sqGJFKpVhYWKDRaOzyar1bYD/KCkg7cdAy72G0RD7xiU/w4Q9/mEuXLnH16lV+93d/l62tLT72sY8B8KlPfYrt7W1+//d/H1AC6U/+5E/yH//jf+Tpp5/Wslqz2bxvjfV74S0RTPfbM1UJ9YCm/fog73evYCrLMi92gmmsIzxfrNW53NVDMV6h1ZIpljpG3nYHoWwCfcclxtRxjbGbDPS29DSySinXZFTuN3T+LnUuerktIwhgFSRmX1xneFRZENNJ5fUj29kOfzSFza74kJ473cft52/i67VRzLQZnfKzNBPC4bHAKnTYOhTzFY5PBZj7q2kcXhvBhTAjZwZZv7HF8OlBUtsZJL1y3Banhd/4xq9o0oAzMzNIksSVK1eeuACzF9Qy6ODgIKOjo5pFoOrFubm5qZUo1XLwwxhSOSzsHJ66cOHCm2pfP07c6cVZLpdJJBLE4/E99YPb7bZ2fV+8ePFQeq8HFYwolUqkUilisZh2zGpgvXPIrd1uP/SJ4cPAQYLpYZR5AT70oQ+RSqX47Gc/SyQS4dSpUzz33HMMDQ0BitDITs7p7/zO79BsNvmFX/gFfuEXfkG7/6d+6qf48pe/fODjgSMcTO+nzLufTFF1uvD5fExNTT3wybCfnulCNEmyVCZgtxLK5vFYzOiKsLgdB2REASKZMoIA4bQS9LaTHdeYVIGRgJvcRoFUooKuqRxnJJ5X/h5TTLW3whkkSSQSz3G2L8D8i+tYbUY21xMKBWY7S9+Am+3g61SYqVMBxGqdajiB3JJxuu0kggUaHTPvTELhkW6vJnD5bJAvUCiVKWZLmuOLxaFkA5VipSMZGOHK+8/zy7/385isRgqFAtPT03g8nn33oY86VOrLiRMndlnu3enFqZYoE4kEq6urj4Rn+SBQ+4nJZPKJGZ7aqR88PDz8Bv3gVquFIAgYjUbOnz//UILS3ag3b+bVqkpgqpxnNdO+desWsizvylqfhDKv+jkfdP0slUqHxit/9tlnefbZZ/f8250B8hvf+MahvOfdcGSD6X6xn0wxGAyysLDAxMQEg4ODB8oW9tMzVSkxfS4HJp2OQcnGawvbHOtxsxLJ0O+2EsqUGA642YhnGPA5CSZz9Hod+C1mKttlthMlXHYDsVSRnoCDSDxPf7eLUDSrSQOOD/lpJyq0C3Xq9Raj410s3A7T3esilSzi9ljZDmYwmw1YbUakUpX5by/h7VUWz0ysiKQXCXV4pJGNFMPHuynlKnR7DEz/xTQn3z4JvD7NG9tIYHGa2bwVYuBEH+fefYqf/rUPIYoiiUSCmzdvPlLPzocJWZZZX19nc3OTc+fOaT2yN8OdJco7eZZqOdjn8z22bF0tv5dKpSd6eGrnwFilUuG1115DkiQkSeKFF17AbrdrWevDMkG4X69WSZIIBAIEAgFkWaZQKJBKpdje3mZ+fh6dTkej0SCXyx054wYV6tp3kDLvfj2gnzS8JYLpm5V5VfpCNBrlwoUL91wM9/t+9wre3+6UeG06PRtbJeo9SjbXqCr9Sr/HQShTwm03sxHP4HNa2U7lGXO5uP7iOmeO97IdyeKw6ckW6vi9NiLxPB6XhVA0i9NhYlh242mJ3FhLcvJ0Z2iko95W6wS+XEYReqhW67gbDVZfW8Vk1ZOOFrXhov5jXkIrKcxOiUwCLDYd0de2sI4oYvmJYAqjxcDm7SA9Y11EVmMcf+oYy9fW+eA/+T6+5yfeoQleqIbph+0o8jjQbrdZWFggmUxy6dKl+7aMupNnWSgUSCQSBINB5ubmcDgcWmB90InV+0Wj0WBmZgZZlnc58zzJUHmxaiVEEARqtdqeJggPWz8Y3jxr3WuIyeFw4HA4GBkZoV6vMzMzQ6PRYHZ2dteQk8fjOTK/lbr2HWQA6TB0eY8ijmwwPagCUq1WY3p6WvMfPSyx83sF03ylyu1wnKd6+7gxE6LebLMWTQJQbiknYLKjZpQtKZSWWr3JabeX3LZiDK5SXmqd8muppPy70KGrmEWJjVsJ8Cq9h0g4iygKBLdSmEx6NtYSOF1mgltpJie7CL+6hs1loF5tMXm+j8XpLdyBznCR0w6k0EsGhsY9rH/7FtVihfWbW3j6XMQ3k4xfGmX5tTU8PS4iqzGMZgOf/p+/zNl3ndSCTiKR4OLFi4fWzH+caDab3Lhxg1qtdijZ286Fc2xsjFqtppWD1YnVneXghzGEos4LqCo0T8Kgy71QLBa5du3aG3ixqn5wb2+vJrx+p+qVGlwtFssjyVrvRb0xGAyaWldXV5cmc7i5ualtvtTg+qg2X3vhMILpk9BWeBAc2WC6X+zVM81ms0xPT+P1ejl58uShLhz3CqavrIc44/JTTdWoNdp0O0xE81W6XFZi2RJeu2Lg7bSa2Iim6XHbqYVLJDJVarUGZqOejVAKs1FHPF3FajGwHlIoMJvbaS5P9nHza8v4/A5ikRy9/W7CoQzDo3421hKv+48OeBjoaSOnclQKVboHnSTIv6561MlaI5tJTBYDFr1IfC5CIV5k7PwQq9Ob2H0W0ttZKhXlsZl4ju7RAD/3H36KvvFuzWpM5Vs+SneWhwV1eEqv13Pp0qWHkhEYjcZdnEW1jzY/P0+9Xt9VDr6bl+9+USqVuH79Om63+y3Tx87lckxPTzM4OMjIyMibBpc79YNV1avHrR+8l2DEznVFpQupvXiVerPT4kwVjHiUhgrq8NGDBvPvBtPHBHVi8m5Qe5iq+kUoFGJ+fp7x8fH7svTaL+41gPTK7CZzSzFODyvKGnaTnmi+So/HQSxbot/vJFUoM+R3UXU08Db03Ahvc+JYF/MrMYYHPMyvxBgddLO0nmCoz8PccpShPg/k67RTVWQZurodJOJ5vF4b4VAGm01ZdHU6CUkSMbfbzP71LTy9SvaaTyvuLVsrMewuC6HVOH2jflLRHCeO+3n1T17h5NsniW0kMJg7C3hTRBAFMuE8VrcF9G3+3me/l3wzA9stNjY2sFgsXL58+Yl3SAEl05menn6kQWfnxOrk5KQmu6f20dTen9/vfyDhdTXoHCXlqYNCnaweGxtjcHDwvp67U/XqKOkHJxIJisUiRqNRC657CUaomXYqlWJ1dZVKpYLL5dolGPEwf+OD0ne+G0yPMNQfttFosLKyQiQS4fz58/h8vof2fm8WTGVZ5oU5pV8aimUAaArKV1xRjb+bynMdej3rr0VwjXV1Xle5yHSSuOvfggA+txVDocH8zDYTx7uV1+uUgnMdA/BkQjEAz6RLHAtYmfvmvNIfjZToGvAQC6ZfF6k/383C9BbegJ1mPEkxqlghlTJlBEEgvBTB5rayNb/NwPE+tuZCfOBj38tP/dsfo1gqEAqFmJub0yYs4/H4Yx2qOQzsRX151LhTdq9er2vl4M3NTXQ6nRZY9yNgkEqltKCjUgaedKhDbsePHz/wIMtR0Q9OJBLMz89z8uRJPB7PPQUj1Exb1ZdWxfl3tgzuVzBivziIYINKb3qSOed3w1smmF67do12u83Vq1cfaoP7bvKFC8EEmWIFp0lHptLAaTGyEctgMug0VaOteJbLfd0sXw8jt9sEwxkEAbYjWQBCUYX6Eo7lEASQm22kWIWtehG9XmJrI4nJrGdjPYnDoUgE+gN2opEcwyM+aqEkJVo0ai1GjvewNBvC2+UgFkxr2rmtlszAmJ/4rTUiC9vkXRbsHhub8yH6j/cQnA9rji8Or40Pf+ZH+JF/9gMApDN1UqkUk5OTuN3uXUM1KsfS7/c/9B3yYSISiTA3N/dYFIDuBoPBsKv3l8lkSCQSmoCBx+PRFvs7syj1M71VnGzg9c906tSpQx9y22sjo1JvHqZ+sPqZdopmPIhgxE6Ri1QqxeLiIvV6fZfM4WG0YQ7CMQWl+nO/w3xPCo50MN1PmbdQUIZ29Hr9IzFkfrPMtNVq8T+/8R0ABgMebm7FGQy4ubkRZaTbw/xWnMk+H7pCm0qiSrFc1yguA71uguGMdjvY62YrnGHIZ2Lr1W0GBjxsrCVe9xs90cPSfIS+QQ/zt7YJdDux20zY6jXmNlIMTqpZuRLMip2Bp/h2Br1BhyTIFFeDJLaSDE31szkX4sTVceZfWsbhVU70dquNwWzgg//k+7jy/vO7SP5nzpzRMn+73c7o6OgbOJYmk0kLrPtxYHkckGWZjY0N1tfXOXv27EOrZhwGRFHUFkVVDGBnFmWz2bSsNZvNsrq6euQ/0/0gFAqxtLT0yD6TwWB46PrB4XCYhYWFN/1M9ysYoXr17hS5SKVSxONxlpeXMZvNWtb6oNfkQYPpd8u8RxThcJjbt28jiiLj4+OPpG+3V89UnZS8sZUCoKltAJRboyTS73XgbRqYXQ5y5rhSnnI6TLANboeZYDiDx2khGM7gdlnwGA0UQ0lajRY2u5JRmjoOLmopWB0msugEll9cwulTspNipo6kkwiuxrE5zQRXEnQPeIgG05y9MsS1P36BqWcmSGwlsXmUE7vVVC7MdCSDzqAjny7y61/9l4xfGNEs6nK53JuS/O/kWN7pwPIwDLkPgp1TyJcvX36idss7xQCGh4e1LCqRSPDqq68iyzJ+v592u02z2TwS3/dBoG54HpdS0370g9Ugtl/9YHVzcO7cuX1pVj+IYIQqcqG6Iqnl4Nu3b9NqtXYJRux30O0gwVQN8N8NpkcI7XabxcVFwuEw586d006OR4E7M9NcLsf169cx2RxspcuaUL0oCGzEswDoEKmsF4jZlP5HutPnzHV0clXXl1yhgsWsR8jUWJwO4XIrPchkQlFJikeV0u92KI1OJxLaSnHueDc3/mIWo0VPJlbW+KNqf3Ty/CCL01v4epzYDTKVSAJ4XYQhGUqhN+rYnAvh7XUTWY1z9l0n+ae//TP4+jzUajUtID711FP76oveSU7P5XJaxnrz5k2tPOn3+x+LaECz2eTmzZtUKpW3xBSywWCgq6uLdDqNwWDg2LFjFAqFXY4majn4SfqssiyzurpKKBTi4sWLh6acc1DsRz/4bt+3qod8/vz5+9YGV3G/ghE6nW7XNVksFkmlUkQiERYXF7FarVoZ+26CEQcZQKpUKrTb7e8G08eBvX5Qldxcr9d5+umnsVqth2IQvl/sVEBSM+Njx46xnGnQlmVGuz0shBKMdntYi6a5OtrPzZe38HusRBMFRXghksXpMLO5ncFhM7EZSuOwmahU6gwZLJ1AaiWbKeHxWomGs3T3OIlGcvQPeghtpRk9FkBXKJMLxmg1ZfpH/Czf2MYdcBDZTGGyKDtNuS3j9FgpbcdZfmkRT49LE2HwD3iJbSQYOz/M6vQGY+eGGT03xC//3s9jtpm06VaXy/XAEow7d/Xj4+NaeTIWi7G4uIjNZtMC64NMq94vVP6xTqd7ywgXtFotbty4QbVa3cWLnZycfMP3/SiGag4DsiyzuLhIPB7n8uXLR3Zo5c30g9Xv+0794GAwyNra2qFm2Q8iGKH2h4eHh2k0Ghr15saNG8iyvEswYucG+qCOMcB3g+lRQD6fZ3p6GofDwYULF7Ty1f06xxwEquLS4uIiwWCQc+fO4ff7+f0X/xoAk0E5JrfNxIWuLsg0kWWZLp+DeKpIb5eTdLZMf7eLXL7CQK+b20sRRvu9bF/fxjKoqDT19rvIZkoEuhykUyXFOi2Sw+WyUKs2cLZb3Ly+Se+YurNVTvBiVsl6E+EMkk6iXqljrpdYmQ3RO95NeDmqiTAEhnyKwpFZuVguvOcUP/zLfxdRFDXN08OeblVLT0NDQ7vKk+q0qhpYPR7PofdZHwf15WGj0WgwPT2NIAh78mJ3ft/qorlzqOaold/hdWenbDbL5cuXn5hs+k794EajQTqd1q6lZlNZC4aHhx/qkOT9CkaoYhHd3d2aeUMqlSIYDGr0LDVrbTabBxK5F0Xxifk97xdH4+rZByKRCLdu3WJ0dPQNi/v9OMccBsrlMrFYjKeffhqbzYYsy7y8EAQglinisZtpxGusLscZG1IGC2p15fiaHQNwtd8pyzJnjnUjxMsU81XaqjF4Qznpax1KTbGjfqSXBGrrMTYlQIBCuobeoGNrKdrpj8bo6ncTC2WYOj/A4t9MM3p6AFkGT5eT8HIUXSfgl3NKmTkRTPLsb/007/tH7wKUMtTS0tJDnwTdOeSxc1p1fn6eRqNxqFq2qtHBwMAAY2NjRzYjux9Uq1WuX7+OxWLh9OnT91zkdi6a7XZbG6rZqQykft+PS/Kt1WppJfjLly8fimjF44Jer9f0g1dWVtja2qK3t5dUKsXGxsaBOcT7wX4FI3Zmrap5w+joqCbNmEql2NraQpZlTCYT8Xgcj8dzXxswlRbzVrj29oIg32tc9jGi1WrRaDRYWloiGAxy5swZAoHAGx537do1fD7fQ+fSlUolXn31VWq1Gu9+97u1LGB+K85H/sMf0+22YdbrMWRahEIZLGYDtVoDnU7SeGM6nUi90cZokKjVW5wb7GLhlQ3MFgPVSgOjUUe90UInCVrgNRr0VCp1Tp7oYeFrt7E5DBTSVc1/dHSql7W5sNYfnbo0glyv08pkmHthiYnLYyy9usrA8V5CixEcXhuNRpNqsUbfeDc/+xs/wdl3ndRKa9FolHPnzj02Wy61p5NIJEgkEhQKhV20m/st+UWjUW7fvs3k5CT9/f0P6agfLYrFItevX8fn83H8+PEDZ9mqMlAikSCTyWCxWHaVgx9FFt9sNpmdnaXVaj0055dHDbXvu729zcWLF7US50794HQ6/Uj0g+/EndSbnaFADcJ3WsTdunWLer1Oq9WiXC7jdDq1kvC9AuXLL7/MT/7kTxIOh9+SAfVIZ6b1ep1r165RrVa1LHAvPIqeaTKZZHZ2Fp/PRyKR2HWhv7SgCDWMeF0svBpifDhACBjqUwy8x/o9LK3FOTbkY2Uzyeigj1gyz+XhbmZfWNOkAEfGAqyvxjUKTHevlWi4xLFxL/pmk3o4idxsE+hzU0hHcHqshFbBYFKORW7JSDoJoVrmxnPX8A140OkltuZDOH12ggthBo73ElwIM/nUMfLJAp/8v/8p/RM9u4ZynnrqqcdaitnZ0zkI7UYV4F9bW3tL0USy2SwzMzP09/cfWpa9UxlItTfbOY290wD9YQQ5tVwtSdKuFs6TDFmWWV5eJhKJcOnSpV2bwKOoH7wf6o1Op9O4uJVKRcta19fXMRgMWmDdS2O6VCod2d73YeBIn7HhcBhJkrh69epdL66H2TNVF+Tl5WWmpqZwuVzEYrFdj3l5YYtL/T1UwxXq9RayZlOknKhG1UC705v0Osw0twu0ikoJV5UCtFqVv5s7FBi9XsRk1mOq17n1zUW6hpVpxpbyNDIJhWMbC6WRdBKpWJ6RPis3/vI6XcN+YhsJRs8NsTazyeiZIXLJAk6fgyBh+id6+ek/+hAOr41KpcLMzAwGg+FIDuXsnJ5UR/zvRbuRZZmFhQXi8TiXLl06MpOgB4WqADQ+Ps7AwMBDeY+d9mY7OZbr6+vcunULl8ulfeeHsTjWajWuX7+O2WzeV7n6ScDOAao7A+mdOCr6wXBv6k2j0cBisdButzGbzbummlWZw6WlJer1uiZz6PF4sFqth1bm/cIXvsBv/MZvEIlEOHnyJJ///Od5xzve8aaP/+Y3v8knPvEJbt++TW9vL//8n/9zPvaxjx3oGPbCkQ6mw8PD9PX13fPLf1g9U3UQQuUiulwuqtXqLi3gfKmKmG+xtpJElmVEUWArrEgJbkezAEQ7QS+eKjAx5CO1mCCxnUPfEVVIdwzCk8lOcIwpRuH1agtXo8Hqa+tIOoFsrILFZiS4HMPptRHeSGpUmGMne0ktbEDAgdyW8fUrk7pmqzLZ2ej0bNPRLO/+ibfz8//xp9AbdORyOWZmZggEAkxOTh75oZw7R/z3ot14vV4SicRbSoAfXjcpfxgKQG+GOzmWlUpFqxKsrKxoQgB+vx+Xy3Xf50+lUuHatWvaxPhRP//2A3Ujp5qv3+/597j1g2HvrDWZTJLNZunp6dmlH6xmrWpWOj4+rp0nyWSSP/qjP+JLX/oSAwMD1Ot1arXaA/fCv/KVr/Dxj3+cL3zhC7ztbW/jd37nd/j+7/9+5ubm9tRpXl9f5/3vfz8/+7M/yx/8wR/wwgsv8Oyzz+L3+/nhH/7hB/+C9sCR7pm2220ajcY9H7e8vEytVuPUqVOH9t47LdwuXLignbT1ep2vfe1rvOc970Gn0/G1F5f4tf/8VSZGAyytxRkZ8LIeTDHQ4yIYydLtdxBN5Al4bfS47aSXkiTjBTxeG+lUUbv1+e0kEwW6up3EojnGx7sIX1/FZtOTChc13ujE2QGWZoMcvzDEwvVNpi4NUy1WMdbK3PzmHJNPHWPxlRWGTvazeTuEr89DLlVAFAWsLisf+Ln38CO//HcBiMVi3L59WxMMf9L7GKVSiWg0yubmJq1WC5vNRiAQeGS0m4cFtTqiKjXth+T/KLCzSpBMJmm327vKwfcaGiuVSly7dg2/38/x48ef2N9nJ2RZZm5ujkwmw8WLFw91I7dTPziZTJLL5TTlq4dNdUqn08zMzHD8+HG6u7t3Za1qCNk5xLRzU5TNZvnzP/9zfvu3f5uFhQV0Oh3vec97eP/7388HPvCB+5LwfOqpp7hw4QJf/OIXtftOnDjBD/7gD/K5z33uDY//F//iX/C//tf/Yn5+XrvvYx/7GLOzs7z00ksP8lW8KY50ZrpfHHaZN5/Pa5ZVp06d2lV2Uv+/1Wqh0+l4ZWYDAGNnQtZhU4Ku22UhGMkS8NpIposcC7iZ/voyJ0/3k4wX6Ol1kk4V6el1kU4V6epxkkwU8Afs+FxmyBao5Wt09dhIUdQyTDoXS7Oh7AwNEtz+2jTuHqeiejS/jc2liNT3jAaIrMU5dmGY4EKYn/2Nn+CZD17aJaN3+vRpTRP0rYBIJILf72diYuKR0m4eFmRZZmlpiWg0eqSEC+CNVYJ8Pk8ymWRzc1OT3FOHmO4s76nX2GH2fR831EpWLpfj0qVLh541Pi79YHUSfnJyUjMXuB/BCJfLxT/8h/+QRCLBtWvX+OxnP8tzzz3HH/zBHxAMBvnVX/3VfR2HOkPzyU9+ctf9733ve3nxxRf3fM5LL73Ee9/73l33ve997+NLX/oSjUbjUFtab5lgelhl3mg0ys2bNxkbG9vTJ/HOk+i1G8rwUSyRByCdVYjJhaJCZWm12hxzOChsK3+vd8qt9Y7xt/rvWrWBKAoYW21m/+a2Zp1WKSp/j2+nEUSB8EYSvVFHaDXBqbO9XPvjbxMYUvqjI2cGWb+xxfGnjrHwygqeXg+RtTjuLhcf+/xPM35hRLvg0+n0EyejdzdkMhlmZ2d3WY3tJRL/MGg3DwvtdnuXjOPjoqvsBzspFaoH586hsZ19P0EQmJ2dZWRkhOHh4cd96IcCddK1WCxy6dKlR0Lp2Us/OJFIHKp+sOoNPTExsWcGubPXqvZV30wwolAoYLFYOHPmDGfOnOGTn/zkPbXXdyKZTNJqtd7Q4ujq6iIaje75nGg0uufjm80myWTyUKl/RzqY7vfHP4zMVJZlVlZW2Nzc5OzZs3tScNRjUt9vcS1ONl+h228nmijgdirZqM1iZCOUojfgIL+cJp8pgyyj10tsbiQ19xeDQfm30agjHs1xYsDFzb+5hdGiIx0pYXObSGznCPS7iYcyDBwLEFyJc+xUH81MjloigyyDr99DbCOBxaGUlNTTs5ApMHJmkI99/qfw9Xmo1+vMzs7Sbrd56qmnnmgO306o5eo3G8rZKRKveobG43G2trbe4HZzVKYNm82mZrz+JPIt75TcU8vBN2/epNFoYLfbMRgM1Ov1I7uZ2S/a7TY3b96kXC5z6dKlx/J57lQaOwz94Gw2y/Xr1xkfH98XpUwNrHsJRjQaDf70T//0DWXvBwnwdz5HnV+5n8c/6HvfDUc6mO4XB6XGqAtXsVi8KwVHhRpMv9Mp8Qa8SjDt63aSyZUZ7HPTqrewVdrMReOMT3axvBjTKC/q7bGJLlaWYkwe76a0kaAYr9JuyQyOd7M8G8LbbaeYqeL0WoiHMtjdFnzdTvS1CgsvLTBxeQyAkqp6FExppV67x0b3cIBf/r2fx2Q1UiqVmJ6exm63v6F0/aRiJ/Vlv+XqnaUyNYNS+azqQI0aWF0u12MpP9brdU3y8NKlS088TUT1DW2324TDYcbGlPNWte5zOBxaleBBM6jHBVXKsVarcfHixSOzMTiofrBqKn+QqXG1zNtqtfjFX/xFms0mv/d7v/fAn8nn8yFJ0huy0Hg8/qYDed3d3Xs+XqfT4fV6H/hY9sKTfZV2cJDMtFwuc/36dYxGI08//fS+Lgb1BPnO7CYAlY5ovCqy4DQYmH1hmRMnlf6CodNPVV1f1FujSc/wsA99oUR0NU7/hPLjikJnh9f5eTIpZbq3XChSXNmkZpDQ6SWCC9tYnRY250IEBn3EN5OMnB5k/eYWP/p//AA//q//HqIoasbX/f39Wgn0SYdKPYjFYly8eBGn0/lAr2MymRgYGGBgYGBPfuWjlturVCpcv35d2/Q8Kb3de2Gn3Zi66VEVdtRy8Pr6Onq9fhcN5Chv+lqtFrOzszSbTS5evHjkKGUq7lc/uFAocP36dcbGxg5Mv2q32/zTf/pPefnll/nGN75xoNczGAxcvHiR559/nh/6oR/S7n/++ef54Ac/uOdzrl69yp/92Z/tuu+v/uqv9pTePCiOdDC9nzLvg/RMU6kUMzMz9PT03JeKjCRJZPNlFlfjGA061kMpJEkkHM1xbjDA6qtB5LZMZDsLQCyq9Evj0dyuW4MAK99ZwWjRIQiQT1aRdCKh1Th6o47t9QQWu4l0pMTE6R4W/+o6joCNzHaO7nE/0eUE45dHWX51Df+gl/hWEpvHyi/8p4/w3o/8PwDF6mlxcfHIGV8fBKrkXKlUOlTqy538ymw2q2Wsj8LtRl3Eurq6mJycfEtsegC2trZYXV3d027MaDTS19dHX1/frgxqfn6eer2+q7d9lErdrVaL6elpZFl+okQm7qUfrPY7A4EA3d3dB3qvdrvNL//yL/ONb3yDr3/964fCi/7EJz7Bhz/8YS5dusTVq1f53d/9Xba2tjTe6Kc+9Sm2t7f5/d//fUCZ3P3P//k/84lPfIKf/dmf5aWXXuJLX/oSf/iHf3jgY7kTR/4M2I9B+IOUebe2trQgc78/siRJTM+Facsyw/0eFjvqRlKuTjlWopCv0NvnJryd0dxeVMpLV7eTRDzPpTP9zDw3i9NvJpeoaNKAQ5PdbC5GGTvZx+rtbYaP9yC1GrQyOVqNFr0j3WS2c9icViBBIa8E6kw8i8Vp5kOf/CCn33FCU18Jh8OcP3/+yNApDgrVNUgQBK5cufLQsgFBEHC73bjdbiYmJiiVSiQSCaLR6ENxu1EnJoeGhvYcfHsSIcsy6+vrbG1tceHChXtWD3ZmUGpvO5lMsr29rQmuP2wt2/2g2Wxq5gLnz59/YgLpXtipH5zL5bh27Rput5tKpcI3v/lNHA7HA33n7XabT33qUzz33HN84xvfOLRBsw996EOkUik++9nPEolEOHXqFM8995wmJRuJRNja2tIePzIywnPPPccv/dIv8V/+y3+ht7eX3/qt3zp0jik8AcF0P7ifMm+73WZ+fl4rDz5IkJEkiZm5MAAGvY7+LifetsSNhTinzvYT3ASP10Z4O4MvoLi9+AN2YtEcgS4HLglyQUVFqavPSy4R0qQBrXYl4zGYdBjNevSNGrN/cZ3xCyMAFDoCD7l4AUknUYiUMNtN1Kp1fuRz7yOLsqsvFAra8MpRGao5KNS+r8Ph4OTJk4+0BLhzN1+v17XS5Obm5q7S5IPQbuLxOLdu3WJiYuItox28k9Jz6dKl+7bd2osGsvM71+l0u77zR3Uu7JQ9PHfu3JEuQ98PCoUC09PTjI6OaoFvp37w1tbWvvWD2+02n/70p/nv//2/841vfEPrkR8Wnn32WZ599tk9//blL3/5Dfe9853v5Pr164d6DHvhLRNM1amxuy1k6mBHs9nk6tWrD14eFARuLirBUC8IlJbSJDxKwMplFSeWUsfwu1ysA1Cp1PF6bTRiGVavbeIfUCgptYpSns6mlCCZjimZZilfwWNos/ryIgazgY25EHaPjeD8tiYVOHxqgI1bQZ75ocv8/Od/GqvLTCwWY2lpSbNKWl9f18pkT/KFr+rR9vb2Mj4+/lgzN4PBsIt2o06qzs3N0Ww274t2EwqFWFpa4tSpU286Qf6kQRUuUOlXh0HpufM7v3OgRi3BP0xVoEajwfXr1zEYDJw5c+aJvp52olAocO3aNYaGhnZlkPejH6xu2GVZ5td//df5gz/4A77+9a8zMTHxmD7Vo8eRVkACJQDe6xCbzSZ//dd/zfd8z/e8adlP7Uc5HA5Onz59oNLMn/z5N/lP/78bXJrs4/bfruLxWEmnSjgcZgqFChaLkUqljtGop15voDfo6O1xUlqLkYnm0Oklmo02ZquRcrGK3Wkhnynh7XaQiuYZOd5N/MYqTo+VrbkQxy6MsHJ9nRNPjzP/8jIn3z7J7W8vcvLtk3QN+Xn2P30EvUFHPp9nZmYGr9fL8ePHKRQKJBIJ4vE41Wp1V8/vKPWf7oV7UV+OCmRZ1r7zRCJBsVh8U9qNWgLd3Nzk3LlzuN3uu7zyk4OdfMudymEPC7IsawboiURilyqQ3+/H4XAcysarXq9z/fp1TCYTZ86cecsMhhWLRV577TXNt3i/2KkfnEql+Jf/8l9y5swZZFnm+eef5+tf/zpnzpx5iEd+9HDkM9P99Ex3qhLtFUxjsRg3btxgZGTkUNRWVjZzTPrsCNkayNDd6yKdKtE34Gb+doX+IQ+LcxEGhrwsLUQ4PdHFwl/fwttro92SGTrVw/JskP5RH4szQXqHveQzJbr6PXh9NqRSkVw0Q/8xJVNRXWHanWnhUraMIAi87Qcv84GPfS/weqlwdHSUoaGhN/DOSqUS8Xhcm6o8itzKvbC1tcXKysoTkbkJgoDD4cDhcOxJu9lpaxaNRjUR9LeKcIY63Vqv1x8Z31IQBGw2GzabTRuoUQPr9evXtdKkWg5+kE10rVbj2rVr2Gy2t9SEtRpIBwYG7iuQwm794Hq9zsc//nF+67d+i9u3b2MymfiVX/kVPvCBD/D+97//LTP4eC8c+WC6H6hakHf2TVUvwfX1dc6cOXNo4uDBWym2FpKMdoKdauStxnxRVIK1Xi9y+ngX1WCCZr2F1WoGcpqbjLpFaHWCpEFoc/MvXmVwSjn5Mh2h/MhaTKHCLIaxOM3ENhP88//rF3jmBy/v4lqePHnyTT+j1WplZGSEkZERarWalrHuXOQDgcCh7eQPCrXnFolEDkR9eZzYi3YTj8e5du0asiwTCASoVCqYzeYneogFlBKoKmn3OGkier1+l+G8WppcXl6mUqnsKgfvp82jGrDb7XZOnjz5lgmkqi7ywMDAgXuaer2eXC5HKBTipZdewmQy8ed//ud8+ctf5jOf+QzBYPAt873dDUe+zNtoNDSZqrvhb/7mb7h06ZK26Kr+nLlcjosXLx7a7j+XLfMTP/xf0BskWi1FeUMnCdTrLSxWA6ViDbvDTL3WZMRvZfnlVcwOA5V8HZfXRi5dwu42U8hWsNpMVMp1LDYDfd02Fr95E6PZSClfxt3lJB3J0nusi/BKTJMKPP3OE/zUr35IkwZcWFggkUhw7ty5Bwo4Oxf5ZDKJKIpaYH1cGratVksrFZ4/f/5Iy+jdD1Tz60ajwdjYmCZxuLME/zB7fg8LagnUYDBw9uzZI9tL3FkOzmazWK1WLWvdSyS+Wq3y2muv4Xa7mZqaOhKbzMNAqVTitddeo6+v78CVOlmW+dKXvsS//tf/mueee463ve1tu/5erVafuPP5QXHkt8MPIimoEt91Oh3PPPPMoZabrr+6jixDoNtGaDPH6LEAaytxhkZ8bK4n6R/0UC7VGHbamHtpBXeXhUysTN+Ij+31JP2jfkJrCQbGuwguxxg50UM9nqKazNKoNRk9N8ziKyt0jwRIR7K4u12EV2JY7GZGzw7x8d/9x///9t48PMrybP8/J/vKZCbLJGQhJGSDrDMBCq4o+5IEUbCKpYoeVVutRevW6mv98XXDWrQWXpXaat9aFBIWQWQNiwtKJglZISH7OjNZZ5JMZn1+f8T76UxIIMk8s3J/jqNHDkOa3LM953Nf93WdJ0IihdDpdCgrK4NOp8P8+fOn/IY1na009bAlzTTkYsOlcfa1IKMvADB37lyHcZSxFJJC5OXlxboaEUN+MnbT0dGBS5cusWM3YWFhDu8IRHZuzlACJR3ZM2bMgE6nu8ok3tSgQ6fTQSqVQigUIiUlxaFfg8lAhHT69OmcCOmnn36KP/7xjzh48OBVQgrghhFSwAnEdKKQWdPe3l6UlJRAJBIhJSWF8w930Y8NI3/PfeRN6Os3crEP/MkXNywkAA017VCFjLyJwqNC0StrQlBIANoaujBN6A/UKzAtyA8RMUL46YdRW1KP2QtHut7IW1v7k6sSGYWJiBfhkW0b4ePvjaGhIZSUlMDPz49Tu7nRHrYqlQpyuZw1zhYIBGykmTU+JMSNypUsD4H/Pq7xMjuvN3ZDzratFQw9VYaGhiCVShEcHOx0guPp6Ynw8HCEh4fDaDSyAeikU5Wcf5P+A1eAvF4REREWO6ExDIP//Oc/+P3vf48DBw7g9ttv526hTorLiKm7uzvbYJOUlDRmUKylGI0MSi40AgC6u0dGYLp/CvTu7RlASnI4uipboOoehK//yFM7qBoZkVH2Dv30dSRVxsMNUFyshUY4Mn/XUS+Dm7sbWi+3w8vXC00mozB5v12BTf/feri5ubHpKBEREUhMTLTaB920mYaEQsvlctaCzDQrlIvdE/ECtfbjsjVKpRIlJSUIDw+f0OMyHQEhN4emwdC2rhSMx8DAAHthtveokqW4ubmxBh3Tp09HUVERGxn3/fffs3Z7pBzsSDc0E2VoaAhFRUUQiUScvF75+fl46qmnsGfPHtx5550crdK5cfgzU4PBcF2rQKPRiDNnzkCv10MsFnNuYEy4VNWOZ37zb4SGBUAh/2+gt0Dgj2hRIJqK6jDYPwy/QG+oBzTwC/TB0IAG/oE+GFSqERjkB2XvEFLF0Sg7eB7BkUIoWrrZc1EyN0pGYWYvTMSi+27C0l/eDmDE37S6uhpJSUl2He4nuye5XI7u7m54e3uzZcmpmMOTTuRZs2ZZ5SbIXhBPZC6ixsYauwkKCmJ3rbY8VyY3PjExMS7j1gT89wZh+vTp7M6N9BSQagEAswB0R/XjNUWtVqOoqAhhYWGc3KgeOHAADz/8MP7zn/8gJyeHo1U6P06/MyWxYnq9HrGxsVYTUgCQ/lgPAAgS+EIhH4AonA+VUo2ESD6Kj5YjPI6Pwf5hRMeLcLm0GZEzQ1FzsQWRcaG4XNKM6TNDERE2BK28G0Yjg7CYEChauiEMF6D9igz+QSMXRC8fTwQI/HH/S+uQeksy25Xc0tKCzMxMqz7GiTB69zTaHJ5c4IODg69bqnWm0ZfJ0NnZicrKSqSkpLCBypZwrbGb2tpatiN7vGYarujp6UFpaanL3fgQ4wIyJkKev9F+zaQc3NDQgIqKCgQFBbG7VkccMSNCSs7nLX1fHD58GA8//DA+/fRTKqSjcGoxJRZYZEjb2mdsRT+MnJcOD4/slN3cAJEnD/K6EWvBAP8AAP3sz5M3LsMw8A/0AW9wABXHLyJBMmINqB4gJeCRUnFPex8AwGhg8NaplxGZEA6DwYDKykoolUrMnTt30rZs1sbd3R1hYWEICwszM4evqamBRqNh7+JDQ0PNmolMvYPFYjGCgoLs9yA4pqWlBbW1tUhPT59QLNxUGC/thjTTTOaGZqKQPNLk5GRObhAcBaVSieLiYtYXeTxMZ7fJ0YdpALqPjw8rrEFBQXYvB6vVakilUtbr2FIhPX78OB588EH8/e9/t4q3rbPj8GVeEiw7GrlcjrKyMsyYMQOzZs1CZWUlvLy8rGZfRUZifHy8oNHoIBR6w9ihxED3ANw93WDQGeHr542hQQ38A3wwODAM/5/KvJEzQzDcJkN/Rw90Gh3c3N3A4/Gg0+rhG+CDwb5BCCME6G7vRdadqdjy8WOYFhwAjUaD0tJSuLm5ISMjw6k6W4kzDZlnValU4PP57MhNQ0MDlEolxGKxy4y+kApCa2srMjMz7XKDQJppyK6Vq7Gbjo4OVFVVITU1lbN5bUegr68PJSUlFpfiSYWGiKvRaDQrB9v6s0vGerjqRi4sLMSGDRuwY8cOPPDAAy5T2ucSp9uZEhu2uro6pKamIiIiAoBlmaYTQfrjyEhMdGwwjFot1C0yyOQqiGYEQdbUh5hEEZprZIieFYaWK3JEJ4ShpVaOxPQoNH1bgdAoAYaUasRnxaKupBGJ2XGoKapHVFIELp2/AtHMMGTcMQePvzdiDahSqVBaWsrOuNn7LneymDrTzJw5ky1LEu9gNzc3REVFQafTgWEYp/9wkpnf7u7uKRm7c4VpM81YYzeBgYHsrnWijWNkp+0IRwxcQpJ64uPjLS5Zj67QKJVKdHV1oampCZWVleDz+WblYGu+37kW0nPnzuHee+/Fu+++S4X0GjiVmJJh/t7eXsyfPx/Tpk1j/83DwwMajcZqf1v6YwN4PIDv5Y6SEzUIjx8xSAgJE0DW1MeOxgT+dO4ZGOSH5PRIoL8Pg70DiJ0z0jDk7Tfiiev+U2A4w4wIzy13z8PKRxYDGCmnVVRUuFQcl4+PD4KDg9Hc3IyQkBCIRCJ0dXWhuLgY7u7ubAOTo41/TASSrzo0NIS5c+c61GzdeGM3jY2NExq7aWhoQGNjo8uV4snZrzWSeng8Hvh8Pvh8Pnu+TZ73+vp6eHt7mwWgc/l+J9aHAoGAEyE9f/481q9fjzfffBMPPfSQS1yLrIXDiyl58chwuJubGxYsWHCVUftUA8IngtHIoLK8FcnRAtR9XwMAGOgZOe/s/inlpeenEZn+7gHw3Hhw02pRduhHTJ81ErDb3dYNAJA3jXQEdlzphJu7G+RNCjz3f7/BgtxsAP9tyJk9e7bF4byORH9/P0pLS81GREwTQORyOSorK2EwGMzGPxzdZo/Y6DEMg7lz5zp0d+dkxm48PDxw5coVtLW1uZR/MAB0d3fj4sWLSEpKsolvrI+PD6KiohAVFQWDwcCGcZPnfTIpQ9dCo9GgqKgIfD6fE8emoqIi3HXXXXj11Vfx2GOPUSG9Dg5/ZsowDORyOUpKShASEjKuP2ZTUxO6urogkUg4X0NNZRvefWEvhpUD6O5QQSgKRI9MBUFYIHrlKgQFB6CvewD84ABo1FrMjJ6G8uOlEIj46JX1IzhSgO62XjY6LTIxAm01HUiQzMSj2zdhVtaINWBNTQ1kMhkyMjJcahdAGlfi4+PZEN+xIOUxcs46NDRklnTjSDs+YOQGr6SkhE0ScVaTibHGbry8vKDX65GRkeFSpV2FQoGysjLMnj2bPSKyFwzDYGBggH3eVSoVpk2bxgrrZOa3yY6UZP1aKnylpaVYtWoVXnzxRTzzzDNUSCeAY9/2Y2T268KFC0hISLimGwlxQLIGPxwtQ9vlDkQnBqO7AwiLFKBHpkLo9CD0ylUInxGMvu4BRM4MQVdlI/QDI8YMEfEi9Mr6IYoNQ3dbL0KihJA1KiAImwZvXy+88J8nETx9xBqwvLwcw8PDmDdv3tRzVh0Qct52LRN+gml5bNasWRgaGoJcLkdnZycuX76MwMBA1ijC2udO12NwcBDFxcXsuZSzlaZNMR27mTlzJsrLy9Hb24vAwEDWacsWYzfWRi6Xo7y8HHPmzHGIqo9pAHpcXBw0Gg0ba9bQ0GAWOi8QCMa9WdNqtZBKpawZv6WvT0VFBXJycvDMM89QIZ0EDi+mAQEBWLBgwXUbOqzVgKRSqfDN16Ujf4M3UsIjVn99PX0AgKHBIUTFBUPTIUf75VYEzB1JYdBpR8rOWvVPAeHKkdJwdEoUfrl1A3z8vaFWq9ndzbx58xy+rDlRGIZhy4RTPW/z8/NDbGwse95H7uDr6+vh4+PDnrPa+gJPTAsiIyMttmVzJMjZr1qtZo9SRo/d8Hg8Mw9bZ9mNy2QyVFRUIC0tzWHnmb29vREZGYnIyEi2DN/V1YXq6mpotVoEBwezzz055iJCGhAQwImQVldXY/Xq1Xj88cfx4osvusx72xY4fJkXwIQaixQKBS5fvoybb76Zs7+rUCjw/TcX8I8XzsLHzxuaYS08PNxhZBiAAdzceTDojYiM5aP5u2rweDwYdQZ4+nhCrzXA3cMNDDMiLB6e7tCqtVjz62X45dYN4PF46Ovrw8WLFyESiZCYmOjUuxtTSEC0UqlEVlYW58PsZAyBJN0AMEu6seYFvqurC2VlZS5nWkASbQwGA7KyssY8+zUdu5HL5dBoNE6RdtPR0YHq6mqkpaVZbe7XmpiOmSkUCiiVSgQGBkIgEEAulyMwMBBpaWkWXz9qamqwYsUKbNq0Ca+99prLXI9shVOIqVarvW5AOPGs5cJwmWSE1tbWQtXqhk/fOI7EjGjUXGxB/JzpqKtsx8yU6Wi81IGMuTEo2vstYtOi0VjegvCEUHTWKhA2KxjyK92ITY9GY1kLkubPwuIHbmGtATs7O1FVVeVyF2XSkGM0GpGVlWX1+TqSWUkuNBqNxqyRhsu/T2YtHeG8jUt0Oh1KSkrg7u6OjIyMCVVHGIbB0NAQ+7z39/dPaezG2rS3t+PSpUsudfar1Wohk8lw5coVGAwGeHl5mQWgT+Vmsr6+HsuXL8c999yDP//5z1RIp4Br1BTBXZnXaDSiqqoKcrkcc+fOxa6vvgIA8H4K/PbyGblj9w/0RnwsH+rOkZ2RP39kJCZYJERnrQJBQj7k6IbOoIV3gBdu2ZSNrBVzYDAY0NjYiObmZqe9Ux4PUrL28/NDWlqaTUqAbm5uEAqFEAqFSExMZBs6mpubUVVVhaCgIPac1ZKz6KamJtTV1bncrKVGo0FxcTF8fX0n9ZrxeLxxx24aGhrg5eVl97Sb1tZW1NTUIDMzE0Kh0OZ/31rweDy0tbVBIBAgNTWVtTi8fPnylKoFTU1NWLVqFXJzc6mQWgAVUxNIlqZOp8OCBQvg6emF0m9rAQCdzT+NtrT1joR817ejobgO4TNHxLC7rQcA0NU68rWvc8RWcNq0QPzm0ENwD+SxZx88Hg9xcXEQCAQWrdeRIOkoIpGIE+uyqTC6oUOtVrM7p5qaGvj7+7PCGhgYOKE1mp79SiSSKQWwOyrEbm68aLjJMHrsxnT8w2AwmI1/2GJ8iIyYZWVludTnTKfTobi4mO0gN41NTExMZKsFptm4ZNc6bdq0q97zbW1tWLVqFZYtW4a//vWvdhPSV155BX/605/MvicSidDZ2WmX9UwFpxBTHo933TKvu7s7jEYjjEbjlN4QAwMDbMixWCyGu7s7qqQNGOhXIyI2GB2N3QiLEsDTww1uWiUaShoQPF2AzgbFf79GCiBrVCA0Ohjy5m5k3pmKZ/7xGAKFAdBqtejv74enpycEAgE6OjpQV1eH4OBg9gLvTHaBppDRl7i4OIfKf/T19UVMTAxiYmKg0+nGzAklSTdjvWdIlaK3txdz5851SCPzqTI4OAipVIqwsDDOb36ICUdoaCiSk5PZsRviBmTttJumpibU19e7nNEEEVIvLy9WSE0ZXS0g73lijuLm5oaQkBBcuXIFt912G4aHh7Fq1Srceuut2Llzp913pHPmzMGJEyfY/3aW5jaCU4jpRCDnPAaDYdJviq6uLpSWliImJgYJCQns75GeuQwAEIZOQ0djNyKiglBx+EfEZ4zMSopiQ9Hd3vvfrzNC0d3Wi7CYEKTfPhuPv/dLeHh6YGBgAKWlpewMGHmTDA4OQi6Xo62tDdXV1eDz+RCJRBaXJG1Ja2srLl++7DDjBuPh6emJiIgIREREsJ2SZFTCaDSaGcOTMauysjJ2XGm0SYgzQ4zdo6KiEB8fb9Wbn9FpN6bm8NZIu2loaEBTUxMkEomZQ5qzo9frUVJSAk9PT2RkZEzoGmf6nie9Be3t7XjhhRfQ1tYGLy8vpKSk4KWXXnII4fLw8HDoa8j1cBkxJW8Gg8EwqTJSU1MTampqMHv2bERGRrK7W6PRiNJvRkq8A/1qpKRPR8/lJmgGNeyoCxmR0Wl07H/zeDzcfPd8rHxkJDC3u7sbZWVliI6OvurC5e/vj5kzZ5p518rlctTU1LDh22FhYXafqRyL0aMvzlRKc3d3R0hICEJCQthYLZL8QWK11Go1vLy8kJ2d7dCuRpOF+NFykbE6FXx9fcdMuykpKWF3TlMZu2EYBvX19WhpaYFEInEpxya9Xo/i4mJ4eHhMWEhHY9pbcO7cOdxxxx3w8fFBYGAgkpOTkZycjDVr1uDVV1+123hebW0tpk+fDm9vb8yfPx+vvfYa4uLi7LKWqeAU3bw6nQ5Go/G6P3fs2DEsXLhwQibjxJi8s7MTWVlZCAoKAsMw7Llrf/cgHrn9TfgGeCMq3B9131+CXqeHu4c7W3Lm8Yi3LgDw4OXjid/87SEsyBmxBiS7tslmWup0OlZYu7u74ePjwwrrWOcetsZoNKKyshL9/f1WGX2xJ93d3SgvL2ffC9OmTTMzinBmyFiPNfxoLWWsrmxT96trVQbIjV17ezskEonDxRRaAtmRurm5ITMz0+IdZG9vL9asWYPo6Gjs2bMHXl5e6Ovrw9GjR1FUVIRt27ZxtPLJceTIEQwNDSExMREymQxbt27FpUuXUFlZ6TQNf04hpnq9fkLNRSdPnkR2dvZ1m0TI+IZGo4FYLIavry8MBoOJSPJw+kAJPnnrCOJipkF6qAgJkjjUSusxKysWV0oa2fQX8jVlQQIefut+zMqaCYZhUFNTg46ODmRkZFi0azMYDGxZTKFQsOkU9uqS1Ol07DxiZmamS5U/ybl5SEgIUlJSzIwienp64Ovr67ROQMS0wBnGekznKru6uq45dkNycTs6OpCdne30NzymGAwG9qyTCyHt7+9HTk4OQkNDsW/fPof+7A4ODiI+Ph7PPvsstmzZYu/lTAiXKfMCE7MUJI0X/v7++NnPfnZV4xL5kNaVtcC9vxdD3SMC6+k98lSR1BfTr3EZM/D7Tx5H8HQh9Ho96yIzb948ixss3N3dIRKJIBKJzEzhKyoq2LO+sLAwm7jRkNEXX19fZGVlOcQ5C1eQXMuYmBjExcWBx+PB29ubNSgfqyRpahRh7+aNa9HW1obLly9bNaycS0bH911r7IYYd8ydO9dlcnGBESEtKSkBj8fjREhVKhXWrVuHoKAg5OfnO7SQAiNHYGlpaaitrbX3UiaMS4np9cZjuru7UVpaiqioKDZE3GAwXCWkBoMRZz4+DlX3AHSDIxaAnQ1yAICscST1Rd488jUyXoSHt22Ej783a3zu5eVllQQR0zb45ORk9Pf3s2esxKwgLCzMKuMHZPSFdH86snhMFtKNnJCQgOjo6DF/xsPDw+ympq+vD3K5HNXV1dDpdGZGEY50xtrc3MzOxzrrrOVYYzfE3tBoNCIkJITtlHek536qGAwGNomITBZYwuDgIO655x54eXlh//79TtHcqNFoUF1djVtuucXeS5kwTlHmNRgME4pX+/777xEbGztmGau5uZk9v4yKijJrNDIVUgCo/r4Gzy/5f4hKjEBrTQci4sLQUS+HaEYoZE0KhMWEQN7chbVPrcQvXr0Hbm5ubMQYGQewpdiQ9Am5XA65XI7BwUEIBAL2nNXSu1By1uZooy9c0NbWhkuXLiE1NfW6RvxjYZq4Yvrck12rvSz2TBtysrKyXGo+lmEYVFVVoaenh72pVCgUZs99SEiIU+5UiZASBzFLm4HUajXuueceaLVaHDlyxGEbs5555hmsWbMGMTExkMvl2Lp1K86cOYPy8vJrJk05Ei61Mx2rzGs0GnH58mW2OUEgEMBoNLI/N1pIAUB6rAwAwA+bhtaaDginC9BRL0dItHBETGeEYv1zOViy6TYAI+dRlZWViI+PR0xMjM3FxtSsID4+nh3cJmkrpIkmLCxs0hcYIjbOcNY2GRiGQWNjIxobG5GVlTXlXdtYox+ju7KJsNrKYo+c2Xd2diI7O9ulGnJI85tSqWSD2ENDQzFr1qwxTTpIxcAZzrgNBgPbjyAWiy0W0uHhYdx3330YGhrC0aNHHVZIgZFmzZ///Ofo6upCaGgofvazn+H8+fNOI6SAi+1Mi4uLERwczL4ApFlmeHh43EajsT5gv7vpZdRfbELMnEg0V7axvrtxGTMgb+7CC/95Eqk3J7MX5IaGBqSmpjpkGoVGo2Ev7j09PawL0PUu7gzDoK6uDi0tLcjIyHDaEuFYmIqNWCy22kXG9Kyvq6sL3t7e7FnfeEYRlkJ2bb29vRCLxU65OxsPEqAwMDAAiURyzYqLTqdjz7i7urosGruxBUajERcvXoROp+NESLVaLTZu3IiOjg6cOHHCqUbXnBWnEFOj0QidTnfdn7t48SICAgLY3ZlUKoWvry9r3k3OR3k83rgXsl5ZHx6c9RT8+X4YVA7Bx98bWrUWHl6eEM0IwfOfPYnIhHAYjUZUV1eju7sbmZmZTjEgThxRyMgNaeQgLkBEWE2df7KyslxyZ9Pf329TsSFnfaRhhmEY9oybq4u7qdiIxWKHTXGZCkajEWVlZVCr1ZBIJJNyC7Nk7MYWECHVarUQi8UWn/vqdDps2rQJDQ0NOHXqlNOMljg7LiWmFRUVbIJCSUkJpk+fjuTkZABjNxqNxcn/O4f3Ht2FpPmzcPmHK0icG4eaC/X4WY4Ev3n/IQQKA9gdr16vR2ZmplNetEwv7gqFAjwej02daG1thV6vR1ZWlt0vNFxCYsbI3b+97BuJUQR57oeHhyEUCi2ylSQlQnJBdlZryrEgblQajQYSicQisRkrzmzatGmssNraIIXcJJAxPUuFVK/X4+GHH0ZlZSUKCwsdslrmqriUmFZXV0OlUqG/vx/JycmIjo5mh+8nIqQA8NYv/oZvC35E8s9m4dL5K0hZmIDp8eGsNeDg4CBKS0vZ1m1HKxdNBXLn3tHRgY6ODgAj+aDh4eGsvZ6zo9VqUVJSwrrIOMpjMr24y+VyqFQq8Pl8tmIwkZ0zmZsGwEnTiiNBGnKulbNqCaazxN3d3TYpxROMRiM7RmfpTQIw8lw99thjuHDhAk6fPu1SPQ7OgFOIKcMw0Gq11/2Z8+fPQ6lUIjs7G0Kh0MzRaLzzUVMMBiMemPFrDPWrESD0x0DPIB7edj9WP7oEANDT04OysjJERkZi1qxZDt/QMBlUKhVKSkoQHByMyMhIthysVqst3jXZG7VajeLiYgQGBiI1NdWhx3qIrSQxivDz82Of+7Hcr7RaLYqLi+Ht7Y309HSXuLkj6PV6dkTEFjcJpmM3CoWCHbsh56xcCjnXQmo0GvHEE0/g3LlzKCwsHHfEi2I9XEJMSfmur68PfD4fEomEHXsBJiakAFD1XQ1eWPr/EJU0HYqWLvxu169Ya0DS1ZqcnIzIyEhuHpiDQPyDY2NjERsba/ZcETN+smsi+aD2HPuYDCqVCsXFxXaNhpsqer3erIHJNI1FKBSyQhoQEODwNwmThdjo8Xg8uxiEMAwDpVLJCqvp2I2lQRTkbHtwcHDS57/j/b6nn34ax44dQ2FhoV08lykuIKZDQ0PsnXlwcDB6e3uRkZHBduxO5gLzr1f2YO/bhzB3RSZ+/oe1iM+MZX0/W1tbXa6rFZjc6Mvw8DArrH19fQgMDGR3TY7YpNTT04OLFy+OeZPgbJi6XykUCuj1ejAMAz6fj4yMDJcwKyDodDqzkrwj7LZNx256e3vh7+/PCutk/LKtIaQvvPACDhw4gMLCQsTHx1v0+yhTxynEFBgZ8RhNb28viouLERERgeTkZLS3t6O5uZk9W5nsxfOphS+Bx+Phj3t/h+AIAQwGAyoqKqBSqVzO0J0M9Tc3N0/pJoGMfchkMjPfWkcx4yezv0lJSS5XSVAqlawlpl6vx9DQkFl3qjNUDMZDp9NBKpU6dNl6rLEb04rBeGtmGIa9nmRnZ3MipC+//DJ2796N06dPs65uFPvgtGLa1taGqqoqJCUlISYmhnWiKSkpYa31RCIRQkJCJnTW0t3Riw+3/Au/2/Ur+Ph7Q6PRoLS0FG5ubsjIyHDKs8LxIGM9PT09nIy+EN9aMvZBzPivFbxtTVpaWlBbW+uws7+W0N/fj+LiYsyYMQMzZ84Ej8djTTrkcrmZKbyjxveNh1arZcfZxgq/dkTGGrsJDg5mXZhINzzDMKzZxPVmZCcCwzDYunUrPv74YxQWFmL27NlcPByKBTiNmGq1WjAMww7ct7S0IDMzE8HBwWAYhj0j5fF4Zud85K6dhG6PVw5T9QwgQDBy4SGiLBQKMXv2bKf4UE8U0/EQa4z1GI1Gs5EbhmHMgretudMw3W1nZma63KB6T08PSktLMWvWLMTExIz5M6RiQGaJvb292VK86Syxo6HRaCCVSp36/He8sZuQkBAolUoMDAxg7ty5nAjpW2+9hR07duDUqVNIS0vj6BFQLMGpxFSn06GsrIwdSvf3979uoxERVplMhoGBAQgEAlZYx3pTE9NzEp7sqBefqUCM+EkJzdrdkabzlHK5HFqtFsHBwVYx42cYBpcuXYJCoYBYLHbIM1xLIElBycnJE87GNRgMbDlSoRgJZrDVjc1kGB4ehlQqBZ/Pd6mbV+I+1tDQgOHhYTaX2JKxG4Zh8O677+Ltt9/GiRMnIBaLrbByylRwGjHt7++HVCqFp6cnMjMz4enpaWYNOJE3plqtZoVVqVSCz+dDJBKxZvAkYWPOnDlTMj13ZExHX1JSUmx+wRrLjN905MaSu3Vytk1uspwhFWMydHR0oKqqCmlpaVMuWxuNRjOjCFKOJDc29jrGUKvVkEqlEAgEmD17tkvdvDIMY3acQsrxUx27YRgGO3bswGuvvYajR49i3rx5NngUlIniFGLKMAxOnTqFoKAg9gM3GSOGsSDzfDKZDH19faw4u6KQktEX03M2ezM0NMQKK7mxmYxRAYG4URmNRmRmZrrU2Tbw3/PfjIwMzmzhSDmSPP8DAwMICgpin39b3Yyo1WoUFRWxN3iO8L7kClMhzc7ONjtOmcrYDcMw2LVrF15++WUcOXIECxcutOXDuSavv/46XnzxRfz2t7/F9u3b7b0cu+EUYgqM7KzI3RsxvZ/o/Oi1IO4xarUafn5+6OvrQ0BAgJkZvDPT3t6O6upqpKSkTLg8aGs0Gg27Y5qMGb9Go2HHohxlhIJLGhoa2FSboKAgq/0dcmMpl8vNxj7CwsIQGBhoFZEbGhpCUVERm4/rakJ66dIldHd3QyKRXPfmZLyxGw8PD0RHR8PNzQ2ffvopnnvuOXz55Ze47bbbbPRIrs+FCxewfv16TJs2DYsWLaJiau9FTAStVsvuRi3ZkZoyNDSE0tJS+Pr6Ii0tDR4eHtDpdOyFpbu7G76+vggLC4NIJLJZhBYXMAyDhoYGNDU1IT093WnMrk3N+EnSChFW0xgtMl9MqhWucs4GgJ1tbm9vt2qqzViQ55+MfXh6erI7JoFAwMnzPDg4iKKiIkRERCAhIcFpPlMTgWEYXL58GQqFAtnZ2ZPe5ZuO3Tz77LMoLy9HXFwcKisrkZ+fj5UrV1pp5ZOHHKvs2LEDW7duRWZmJhVTey/iehiNRly4cIE96+NiR9rX14fS0lJEREQgMTFxzN9HHGjIhd3Ly4sVVkeYpRwP00SbrKwsh84xvBakgYY8/8SMPyAgAHV1dYiMjHTJi/GlS5fQ1dXFNtnZC9KZTW4uyTkfSbqZSgPbwMAApFIpIiMjER8f73KvXU1NDeRy+ZSEdDQajQZ/+tOf8P777yM0NBT9/f1YunQp1qxZg9zcXISEhHC08qmxadMmCIVC/OUvf8Htt99+w4upUzhit7a2YvHixQgODkZOTg7Wrl2LuXPnTvkuuaOjA9XV1UhISLimh6WHhwfCw8MRHh5udmEvLi42m6UUCAQOc1HQ6/VsCsW8efOceoDf9DkmDkAtLS24fPky3Nzc2PJwSEiIS5R4TYOvubgYWwrJAA0JCUFycjKUSiXkcjnq6upQXl4+6QYylUoFqVSK6Ohol3PqIUIqk8k4e+2OHDmCXbt2Yd++fVi9ejWqqqpw8OBB7Nq1C+Hh4Vi1ahUHK58au3fvRnFxMS5cuGC3NTgaTrEzBUbKel9//TUKCgpw6NAhBAQEICcnB3l5eViwYMGELqamc4hpaWlTvrMznaWUy+XsjkkkEnFWCpsKw8PDKC0thaenp0Mlo3BFZ2cnKisrkZycjICAAPb5Hx4eZjtTrzVL7MgYDAbW+FwsFjt89J3pPGV/fz8bY0aMIkZDzCZiY2Mxc+ZMO6zYejAMg9raWnR2diI7O5uTjNxDhw7hwQcfxL/+9S/cddddHKySO1paWpCdnY1jx44hIyMDAOjOFE4kpqYMDw/j+PHjKCgowMGDB+Hp6Yk1a9Zg7dq1uOmmm8a8mBoMBjYUmsvAa+KAQi7sBoOBFdZrWYtxzcDAAGs0YY/RF2vT3NyMK1euID093ewmaKzOVIFAwAqrM+zMSTqK0Wi0SsyYtdFoNOxxSE9Pj9k8JZ/PR39/P0pKShAXF4cZM2bYe7mcYnq+nZ2dzUlZ/ujRo3jggQfw97//HRs2bOBgldyyf/9+rF271uzaZjAYwOPx2IqRK1SKJotTiqkpOp0OhYWF2Lt3L/bv3w+j0YjVq1cjLy8Pt99+O7y8vNDa2oqPPvoIq1atsur4hKlJgUwmg06nM7M1tNYbjBi6x8TEIC4uzmFKzlzAMAzq6urQ2tqKrKws8Pn8a/486YwcbcY/3o7J3hBTd3d3d5eoJhBrSVOjCIPBgMjISCQmJrrURZa8N9va2jgT0sLCQmzYsAE7d+7Exo0bHfKzrFKp0NTUZPa9Bx98EMnJyXjuueeQmppqp5XZF6cXU1P0ej3OnTuHPXv2YP/+/VCr1Vi4cCG+++47SCQS5Ofn2+yun3gFE2EdHh5mmze4dP8hA/2OPPoyVUw9hKfSjEOCn0lnNskGtebIx2Qgoz1+fn5IS0tzuWpCd3c3SktLwefzoVarodPprOaAZQ/ITZ5EIuGk0nXu3Dncfffd2L59Ox566CG7vz8nAy3zupiYmmIwGLB9+3a8+OKL7PnT8uXLkZeXh6VLl3JyrjFRSClSJpOx7j+mZ3xT2SkzDIPGxkY0NjY61ejLRDE9Q8zKyrK4XDu6M5uMfNirgYw4/7jiaA8AdHV1oaysjLU/NHXAUigUbDmei3xQe1BXV8eeHXIhpN9//z3Wrl2LN998E48++qhTCSlAxRRwYTHdsWMHnn32WXz44Ye499578eOPP7Kl4M7OTixZsgR5eXlYvny5zUdHhoaGWGFVqVTsGR+xNbweRqORHZ9w5tGX8SBGGgBY60guGd1ABoAVVluccw8ODkIqlbqkYQEw4m9dVlZ2zYzc0UYFAQEB7Gvg6PPcpImRKyEtKipCTk4OXn31VTzxxBMO/dgp4+OSYqpWq7Fs2TK88cYbV9luGY1GlJSUID8/HwUFBWhqasLixYuRm5uLlStXmhkD2GqtxNawv78ffD6fFdax7tb1ej3Ky8sxPDzMyY7N0RgeHjYrfVpb2BiGMWsgI+fcpBTJ9RmmUqlEcXExoqKiXG7OEhgx5C8vL0dqauqEbTlNjTq6u7vh6elpsSG8tSBGKBKJhJOb2NLSUqxatQp/+MMf8PTTT7vc++FGwiXFFBi5SF7vjUnCevfu3YuCggLU1NRg0aJFyMvLw6pVqyAUCm365iZzk8TWbXTzjEajQUlJCTw9PZGenu70Z06jGRwcRHFxsd06kk3PuYlnKpmlDAsLs7hxrbe3F6WlpWwikatBRpcsMeQ3GAysUQSJ8COG8PaeJybHKlwJaUVFBVasWIEtW7bgxRdfpELq5LismE4WYgNGdqxlZWW49dZbkZubizVr1iAsLMymb/bRzTO+vr7QarUICgpCenq6S3VFAmDHJxxpx0ZmKU3N+K9VNbgW5AwxMTERUVFRVlqx/SCNcOnp6QgNDeXkd5LuePIaDA8PmxlF2DLUoKmpCfX19ZBIJJg2bZrFv6+6uhorVqzAY489hldeecUh3u8Uy6BiOgbE3GHv3r3Yt28fioqKsHDhQuTm5iInJwfTp0+36ZufnEH5+PiY5SKKRCKH6Eq1FCI01wq9tjejzeBNwxD8/f2v+RrIZDJUVFRgzpw5CA8Pt+GqbUNbWxsuX77MabLNWJB5YhK8TZKGQkNDrTr2xLWQ1tTUYMWKFdi0aRNef/11p//8UkagYnodGIZBc3Mz8vPzsW/fPnz//feYO3cucnNzkZubi5iYGKt+GEjpLCkpCVFRUTAYDOz5kkKhYM+XRCKRzc97uYCk2jiT0JAwBGIG7+3tzQbOj34NiNCkpaVxtmNzJFpbW1FTU4PMzEwIhUKb/V0SvE2MIvz8/NgGJi59s0nGsVgsvu6M80Sor6/H8uXLsX79erz99tsOdR5MsQwqppOAYRi0t7ejoKAABQUF+Oabb5CRkYG8vDzk5uZyaphARl8aGhqucv0hkPMlcs5q6mXraI0bY9HY2Ij6+nqr72isialns0KhgLu7O3tRV6lUaGhoQEZGhk2FxlYQobF2RNz1IEYRZOzJzc2NLQULhcIpfw5aWlpw5coVzoS0qakJy5cvx5o1a/Dee+85/OeTMjmomE4RhmEgl8uxf/9+5Ofn4/Tp00hJSWGF1ZKRB6PRiMuXL0MulyMrK2tCpSViBC+TydjGDSKsllxQrAHxMu3o6Jjw43MGyGsgl8vR0dEBg8GA4OBgREVFITg42KXOucmNHldCwxXkNSC7Vr1eb9bANNGmPbLjFovFnNwotLW1YdmyZViyZAl27tzpUJ9HCjdQMeUAhmHQ09ODAwcOID8/HydPnkR8fDxyc3ORl5c3qaF8g8GAsrIy1qxgKsPsZNyDzLISv2ASnWXPi7rRaERVVRX6+vogFottap5hC0h6SEdHB5KSkjAwMACZTAaNRsNe1J3VjJ9A5izFYrFD3wiN1Z09Ed9mIqRZWVkQCAQWr6OzsxPLli3DzTffjF27drnUTRXlv1Ax5RjSgfjll1+ioKAAR48eRVRUFCusGRkZ4wqrRqNBaWkp69PKxQWXYRg2Oksmk0Gr1Vp1jvJaGAwGXLx4ERqNximSUSYLwzCoqqpCb2+v2Y2CK5jxA/9tzGtpaeFsPMSWDA0NsWfdxLfZNOmGx+OxZ9xcCalcLseKFSsgFovxySefOL33MmV8qJhaGZVKhcOHD6OgoABHjhxBSEgIm8manZ3NCmtZWRna29sRGRmJOXPmWKUMRCzdyI5VrVbbLLpMq9WaGbo7885sLIxGI8rLyzE4OAixWHxNgVSr1aywkvgy8ho4ohk/YJ6OwpUXrT3RarVmRhHe3t7w8/NDb28vMjMzOTnD7+rqwqpVq5CcnIzPPvvM5d7zFHOomNoQksman5+Pw4cPIzAwEDk5OYiMjMQbb7yB5557Dk899ZTNOnJN/YIHBgY4NSgwRa1Wo7i4GAEBAUhNTXW5MhfZcet0OmRlZU3qudNqtWwZ0hHN+AHz4GuJROKwgj9VDAYDamtr0draCnd3dzafODQ0dMrHIr29vVi9ejViYmKwZ88em87EUuwDFVM7oVarcfz4cbzzzjs4c+YMAgIC8POf/xx5eXnjZrJak6GhIXa3pFQqERQUxF7ULSlDDgwMoLi4GKGhoUhOTnYIceAS4iPM4/GQmZlpURlvLDN+0+5sezx3xMxEoVBAIpG43Bk3MGI4UV1dzXZd9/X1sQ1MGo3GLOlmIqLY39+PnJwchIaGYt++fS53nEEZGyqmdoJhGPz5z3/Gn/70J/zf//0ffHx8sHfvXhw4cAAMw7CZrLfddpvN72qHh4dZYe3r62PLkCKRaFINUcQ+zxVzVoGRXWVxcTG8vb05d6UyHXtSKBRX7ZZs0Q3KMAwbgSeRSJwu2WUidHZ2oqqqaszxLNOzboVCAZVKxbpghYaGjnljoVKpkJeXh4CAAHz55Zd2Pw/fuXMndu7cicbGRgDAnDlz8PLLL2PFihV2XZcrQsXUTuzfvx+PPvooDh8+DIlEwn5fr9fj7Nmz2LNnDw4cOAC1Wo3Vq1cjNzcXd9xxh80/nKQMSYbjAwICIBKJrhu2LZfLUVFR4bL2ecPDw5BKpQgMDERqaqpVxc1oNJrtlqxtxg+MCEllZSX6+/shkUjsLgrWQCaTobKyctw57tEQFyyFQoGenh74+/sjNDSU7UxXq9VYt24d3NzccPjwYYcoh3/55Zdwd3fHrFmzAACffPIJtm3bhpKSEsyZM8fOq3MtqJjaCaPRCJlMNm5EFTCyO/n2229Z96X+/n42k3XJkiU2L7kR5x+ZTIaenh74+vqywmoam0U6IufMmTPh5BBnghjyBwcHIyUlxaY7btNxD9JExrVfrdFoRGVlJVQqFSQSiUuWKYnF41S9hHU6Hbq7u9HY2IicnBz4+PjA09MTwcHBOHPmjEObkAiFQmzbtg2bN2+291JcCiqmToLRaMQPP/zACqtMJsPSpUuRl5eHZcuW2XxMwfR8T6FQwNvbG2FhYTAYDOjo6LC5vZytUKlUKC4uRkREBBISEuxeujYduVGpVOxZ91QDt0lX8tDQkEuOLwH/jYnjypS/t7cXK1euREdHBzw8PDA0NISVK1eyBi6O8hwaDAbs2bMHmzZtQklJCWbPnm3vJbkUVEydEJLJSqLjmpubsXjxYuTl5WHlypWcepNOBOIXfOXKFQwNDcHLywvh4eF2bZyxBn19fSgpKUFsbCxiY2Md7nFZYsYPjLyvysrKMDw8DLFY7JIdqERILYmJM0Wr1WLjxo3o7OzE8ePHwefzIZVKsX//fhw9ehRnz561e9NWeXk5FixYgOHhYQQEBOCzzz7DypUr7bomV4SKqZNDMln37NmDffv2oaamBnfccQdyc3NtlslqNBpRUVEBlUqFzMxMqNVq1taQx+OxF3SBQOC0Nmo9PT0oLS116GQbU0bPUZKkofGM4E3He8RisUvORJL0Ja6EVKfTYdOmTWhoaMCpU6cctrSr1WrR3NyMvr4+5OfnY9euXThz5gzdmXIMFVMXgmEYXLp0iY2Oq6iowC233IK8vDysWbMGoaGhnAurXq/HxYsXodfrr5qxJI0zZJaVYRgzW0NnEVbSTJWcnIzp06fbezmTxjRpqKuriw1ECA0NhUAgAMMwKC0thcFgQFZWlksLaWpqKifn+Hq9Hps3b0Z1dTVOnTrFiTjbisWLFyM+Ph4ffPCBvZfiUlAxdVEYhkFdXR0rrMXFxViwYAHy8vKQk5ODiIgIi4WVjIZ4enoiIyPjml2lxGaRCCsxICcdqY5q5EBCr7nazdib0YEIRqMRbm5u8PT0dNlmI5KXO3v2bE5i/gwGAx577DFIpVIUFhY6TXQg4c4770R0dDT++c9/2nspLgUV0xsAhmHQ1NTERsedP38e8+bNYzNZo6OjJy2sQ0NDKC4uBp/Pn7T9oalfsFwux/DwMCusoaGhDuNf2tLSgtraWqeOiLsWOp0ORUVF0Ov14PF4rBk/ucFxhR1qd3c3Ll68yKmQPvnkk/jmm29w+vRpREZGcrBK6/Hiiy9ixYoViI6Ohkqlwu7du/HGG2/g66+/xpIlS+y9PJeCiukNhmkma35+Pr799ltkZmaynYczZ868rrCSjtbw8HAkJiZatMMlfsFEWAcHBxEcHMyGbdvrgt7Q0IDGxka7Z3VaC51OZ1ZVcHNzu+p1EAqFbFneGXesREhTUlKuOYI2UYxGI7Zs2YLjx4/j9OnTmDFjBgertC6bN2/GyZMn0dHRAT6fj/T0dDz33HNUSK2AU4rpjh07sG3bNnR0dGDOnDnYvn07brnlFnsvy+lgGAYymYzNZCVNCSThZiyh7OnpwcWLF63W0Tp61EMgELDCaosLuqmhu1gsdrpklIkwEecmkrAy2ow/LCzM7t2pE4E0jHF1zm00GvH888/j4MGDKCwsRHx8PAerpLgSTiemn3/+OR544AHs2LEDN910Ez744APs2rULVVVVTtFl6aiQTNb9+/ejoKAAJ06cQEJCAptwk5KSgk8++QSHDx/Gu+++a5Py1uh0FT6fz5pEWMORhzRwdXV1QSwWO4SDDddotVpIpVL4+fkhLS1tQuV5jUbDCitx/iHCamrW4ShYQ0hffvllfP755ygsLERiYiIHq6S4Gk4npvPnz4dYLMbOnTvZ76WkpCAvLw+vv/66HVfmOpBmoYMHD6KgoADHjh2Dv78/+vr68Ic//AHPPPOMzTtxNRoNK6y9vb0IDAxkhZWLnRJx/VEqlRCLxS7pQ6vRaCCVStn0nqm8hjqdzmzkxsvLixVWPp9vd2Ht7e1FSUkJkpKSOLnhYxgGW7duxT/+8Q+cOnWKjpNQxsWpxFSr1cLPzw979uzB2rVr2e//9re/RWlpKc6cOWPH1bkmDMPghRdewPvvvw+JRAKpVIrQ0FDk5uZi7dq1kEgkNhdWrVZrZmvo7+9vZms4WQwGg5lZgTOeD14P4iXM5/Mxe/ZsTl6z8cz4w8LCIBQKbf6+6OvrQ3FxMWd+0AzD4K233sKOHTtw6tQppKWlcbBKiqviGG2TE6SrqwsGg+GqOTGRSITOzk47rcp1MRgMePzxx/HVV1/hxx9/xOzZszE4OMhmsubk5IDP5yMnJwd5eXmYP3++TUZcvLy8EBkZicjISHanJJPJ0NDQAF9f30nlger1epSWlsJoNCI7O9slOlhHo1arIZVKIRAIMHv2bM52j+7u7mySDZkplsvlqKqqgsFgYDuDg4ODrd6hTdypEhISOBPS7du3469//StOnDhBhZRyXZxKTAmjLwYMw9i9vOSK6PV6AMB3332H6OhoAIC/vz/WrVuHdevWsZms+fn5WL9+PXx8fLBmzRo2k9UWIy6enp6IiIhAREQE9Ho9uru7IZPJUFRUdN0SJOlo9fDwgEQicdhZV0sYGhqCVCpFSEiIVfNk3dzcIBQKIRQKkZSUxI4+1dXVoaKiAkKhECKRaMKZoJOhv78fJSUlmDVrFvs+tQSGYfC3v/0Nb7/9No4ePQqxWMzBKimuDi3zUjhBq9Xi5MmTyM/Px4EDB8Dj8bBq1SqsXbsWt956q819Xg0GA7q7u9kSJHH9IbaGpKN1Mo04zsbg4CCkUilEIpHFI0yWrmMsM34uGsn6+/tRXFyM+Ph4ThoQGYbBRx99hP/5n//BkSNHsHDhQot/J+XGwKnEFBhpQJJIJNixYwf7PTLOQRuQHAO9Xo8zZ85g79692L9/PzQaDVatWoW8vDwsWrTI5tmYRqORPduTy+Xs9/h8/nWdm5yVgYEBSKVSh0m3IYwOng8MDDQz458MSqUSUqkUcXFxnMx8MgyDTz75BM8//zwOHTqEW2+91eLfSblxcDoxJaMx//u//4sFCxbgww8/xEcffYTKykqnGKK+0SCZrMTWUKlUYsWKFcjLy8PixYttPrOoUqkglUrh7e0NnU4Hg8GA0NBQiEQiCIVClyj1kscYFRWF+Ph4hxHS0ZBGMjJyQ867Q0NDr5t8RIR05syZiI2NtXgtDMPgs88+w5YtW3DgwAHccccdFv9Oyo2F04kpMGLa8NZbb6GjowOpqan4y1/+Qu8inQCSyUqEVS6XY9myZWwm61Q6cSeDUqlEcXExKzLASJmQ7JS0Wi1CQkLYsz1nFFbyGGNiYhAXF2fv5UwYct5NzPg9PDzYzuCgoCCzMjy5WSDGIVywZ88e/PrXv8bevXuxfPlyTn4n5cbCKcWU4vwYjUYUFxezmaytra1YvHgxcnNzrZLJ2tvbi9LS0nF3MgzDQKVSscKqVqtZW0Nn8akl54dc7dbshWlZXqFQmKUNeXl5oaSkBDNmzMDMmTM5+Xv79+/HI488gt27d2PNmjWc/E7KjQcVU4rdMRqNKC8vZ3estbW1uPPOO5GTk4PVq1dDIBBYJKwkNWQy84fEp1Ymk7E+tcTW0BFDs8loCFfnh44CwzDsyI1MJoNGo4G/vz9mzpzJyU3OoUOH8OCDD+Jf//oX7rrrLo5WTbkRoWJKcSgYhkF1dTUrrJWVlbj11lvZTNaQkJBJCatMJkNFRQXmzJkz5dSQoaEh9mJO/IJJ04wjGDwQ15+EhARORkMckYGBARQVFbHPuakZPzlnnexrcfToUWzcuBEff/wxNmzYYKWVU24UqJhyzNmzZ7Ft2zZIpVJ0dHRg3759yMvLs/eynBJiOp+fn4+CggKUlJRg4cKFbCZreHj4NYW1ra0Nly9fRlpaGkJDQzlZE+lGlclkrF8wEVZ7WBCSZBSuXH8ckcHBQRQVFSEyMhKzZs1iv09ucuRyOZRK5aRei8LCQmzYsAE7d+7Exo0b7dqk9frrr6OgoACXLl2Cr68vFi5ciDfffBNJSUl2WxNl8lAx5ZgjR47g22+/hVgsxrp166iYcgTJZCXC+sMPP2D+/PlsJmtUVJTZBbGyshJyuRwZGRkQCoVWWdNov+CAgADW1tAWJvmkfM2VobsjYiqk1+pMJq+FQqFAT08PAgIC2HPW0Wb8586dw9133413330XDz74oN27nZcvX457770Xc+fOhV6vxx/+8AeUl5ejqqrKJcMWXBUqplaEx+NRMbUCDMOgra2NDTv/9ttvkZWVxZaCiZdqYWGhzbJITcc8uru7rZ6solAoUFZWhtmzZ3OS1emIECGdPn06Zs2aNeHn0NSMv6urC+7u7sjPz0dubi58fHxw9913480338Sjjz5qdyEdC4VCgbCwMJw5c4ZOKTgRrjetTnF5eDweoqKi8OSTT+KJJ56ATCbDvn37kJ+fjz/+8Y9wc3PDQw89BLlcbrMkE1O/YL1ezwprY2MjfHx8WGHlokuZnAOnpqZe5VPtKhAbxIiIiEkJKWBuMWkwGFBbWwuZTIZ7770Xw8PDWLhwIeLi4qDT6Ryymay/vx8ArFZRoVgHujO1InRnajv0ej0eeeQRnD59Gr/61a9w9uxZnDx5EomJiWaZrLbeiRgMBnaXpFAo4OnpibCwMIhEoikJfWdnJyorK5GWloawsDArrdq+DA0NoaioiFMbxNLSUqxcuRLr16+Hp6cnDhw4gIGBAaxZswZ/+9vfMG3aNA5WbjkMwyA3Nxe9vb04d+6cTf7mp59+it/97ndob283a+Jat24d/P398emnn9pkHc4OFVMrQsXUNjAMg/Xr16O6uhrHjh3D9OnTzTJZ8/PzcezYMcTExLDRcfbw4zUajWZ+wTwejxXW0cYEY9He3o5Lly4hPT0dISEhNlq1bVGr1WzXLldCWlFRgRUrVuDpp5/GCy+8AB6PB6PRiKKiInz99ddsNcMR+PWvf43Dhw/jm2++sVlDmVqtRkREBD766CPcc889AEbO4yMjI/H1119j0aJFNlmHs0PF1IpQMbUdu3fvxpIlSxAcHDzmvyuVShw+fBj5+fn4+uuvERYWhtzcXOTl5dklk9VoNKK3t5dtYCLGBMTWcPR6SGdyRkbGuI/R2SFCGhoaiqSkJE6EtLq6GitWrMBjjz2GV155xSHPSAlPPPEE9u/fj7Nnz3JmSDFRHn/8cTQ2NuKrr74CALz77rt47733cOXKFYd+zhwJKqZWhIqpYzI4OIgjR44gPz8fX331FYKCgpCTk4Pc3FybZbKaYmpMIJfLodfr2U7U4OBgtLe3o7a2FpmZmS57jkYyV4ODgzmLiqupqcGKFSvwy1/+Eq+99prDigLDMHjiiSewb98+nD59GgkJCTZfQ0lJCebOnYumpiZERkYiMzMT69atw0svvWTztTgrVEw5ZmBgAFeuXAEAZGVl4Z133sGiRYsgFAo5iYiicItarcaxY8dQUFCAL7/8Ej4+PmzY+cKFC22eKMMwDJsFKpPJMDw8DACYOXMmZsyY4ZIJN8PDwygqKoJQKOTsXLu+vh7Lly/H+vXr8fbbbztMGXcsHn/8cXz22Wc4cOCA2Wwpn8+36eyyRCLB3XffjWXLlmHu3LlobGx0WRMQa0DFlGNOnz495hnDpk2b8M9//tP2C6JMGI1Gg5MnT6KgoIDNZF29ejWbyWprf96GhgY0NDRAJBKhv78farXazNbQGfyCr4c1hLSpqQnLly/HmjVr8N577zm0kAIY9zH/4x//wC9/+UubrWPnzp34y1/+gqVLl6K2thZHjx612d92BaiYUihjoNPpcPbsWezZswcHDhyAVqs1y2S1to1gfX09mpubIRaL2U5TErItk8kwMDDAWukRA3hnQ6PRoKioCEFBQZg9ezYnQtrW1oalS5di6dKl2Llzp8MLqSOhVCoREREBvV6PTz/9lFosThIqphTKdTAYDPjmm2/YsHOVSmWWycplKY5hGNTV1aG1tRUSiQSBgYFj/pxarYZMJmOt9IKCglhhtXX4+lQgQsrn8zFnzhxOhLSzsxPLli3DzTffjF27djllhJ69+cUvfoHDhw9fNSZDuT5UTCmUSWA0GnH+/HlWWBUKBZYtW4bc3FyLM1mJF3F7ezskEsmEfxfxC5bL5ejr68O0adPYkRt7+AVfD41GA6lUimnTpnEmpHK5HCtWrIBYLMann35KhXSKLFmyBCkpKXjvvffsvRSng4ophTJFjEYjpFIpm3DT2tqKJUuWIDc3FytWrACfz5/w72IYBjU1NZDJZJBIJFP2ZNVqtaywEo9aIqyO4POq1WpRVFSEwMBApKamciKkXV1dWLVqFVJSUvDZZ5+5ZJOWtenp6cGxY8dw//33o6qqiprsTwEqpjcgNKWCe4xGI8rKylgj/rq6Otxxxx3Izc3FqlWrrpnJyjAMLl26hK6uLkgkEvj5+XGyJp1OZ+YX7OvrywqrNfyCr4dWq4VUKoW/vz9SU1M5Oc/s7e3F6tWrMWPGDHzxxRdOeXbsCMTGxqK3txcvvfQSnnnmGXsvxymhYnoDQlMqrItpJmtBQQGqqqpw2223IS8vD6tXrzbLZDUYDJBKpdBqtZBIJFYry+r1ejPzdy8vLzbhhgu/4OtBhNTPz48z96n+/n6sWbMGIpEIBQUF9IyPYleomFJoSoUVIeegRFhLS0tx0003IS8vDytXrsSWLVswMDCAgoICmzUOGQwGM1tDd3d3M1tDroVVp9NBKpXC19eXMyFVqVTIy8tDYGAgDh486BRNVxTXhoopBVeuXEFCQgLKy8uRmppq7+W4LAzDoLGxkS0Fnz9/Hl5eXvjd736HBx98EJGRkTYvvRqNRvT09EAmk7F+wcTWUCAQWCx8REh9fHyQnp7OiZAODg5i3bp1cHd3x6FDh2g1heIQUDG9wbFHSsWNjlarxX333YfKykps3LgRx44dw3fffQexWMyGncfGxtpFWImtoUwmY/2Cia3hZIVQp9OhuLgYXl5eyMjI4ERI1Wo17r77buj1enz11Vfjjg5RKLaGiukNjj1SKm5k9Ho97rrrLrS2tuL48eMIDg4GwzDo7OzE/v37kZ+fjzNnziAtLY0V1oSEBJsLK0ndIbOsOp2OFdaQkJDrjp5YQ0iHh4dx7733QqlU4ujRo5PqlqZQrA0V0xsYe6ZU3KgwDIMdO3bgvvvug0AgGPPfu7u7ceDAAezduxenTp1CYmIim3Bjj0xWhmGgUqlYYR0eHkZISAjCwsIQGhp61SiKXq9HcXExPDw8kJGRwcnMp0ajwcaNGyGTyXD8+PExnzsKxZ5QMb0BcYSUCsr1IWkyJJP1+PHjmDFjBpvJytV4yWTXNDg4yArr4OAggoODWWF1c3PjXEh1Oh1+8YtfoKmpCSdPnnTZCDqKc0PF9AbEUVIqKJNDqVTi0KFDbCZreHg4u2MVi8V28aElfsFyuRwqlQru7u7w8vJCVlYWJ/Oyer0emzdvRnV1NU6dOoWwsDAOVk2hcA8V0xsQR0mpoEydgYEBHDlyBAUFBTh8+DAEAgEbHTdv3jyb2+kZDAYUFRVBr9fD09MTSqUSfD6fTbiZyk2awWDAo48+iuLiYhQWFiI8PNwKK6dQuIGKKYXi5JBM1vz8fBw6dAi+vr5Ys2aNzTJZDQYDSkpKAIxk+Lq7u0Oj0bA71t7eXgQGBrKzrBPZsRoMBjz55JP45ptvcPr0aURGRlr1MUyEs2fPYtu2bZBKpejo6MC+ffuQl5dn72VRHAQqphSKC0EyWfPz83HgwAG4u7uzmay33HIL5xmoBoMBpaWlMBqNEIvFY+6ItVqtma2hv7+/mV/w6EqJ0WjEli1bcOLECRQWFmLGjBmcrnmqHDlyBN9++y3EYjHWrVtHxZRiBhVTCsVF0el0OHPmDJtwo9PpsHr1auTm5nKSyWoqpFlZWRPaAet0OjNbQx8fH4hEImi1WiQnJwMAnn/+eRw8eBCnT59GXFycRWu0Fjwej4opxQwqphTKDYDBYMC5c+dYYR0YGMDKlSuRl5eHO++8c9JnmgaDARcvXoRer4dYLJ5SKdlgMKCrqwsdHR3Izc2Fh4cHQkJC0NnZiXPnzrHi6ohQMaWMhsbQUxyWnTt3Ij09HdOmTcO0adOwYMECHDlyxN7Lckrc3d1x++234/3330dTUxMOHz6M8PBwPPfcc4iNjcWmTZtQUFCAwcHB6/4ukpBjiZCSNYlEImRmZqKyshLZ2dmora2FVqvF4sWL8cQTT+D06dMwGAxT+v0Uii2hYkpxWKKiovDGG2+gqKgIRUVFbKRZZWWlvZfm1Li7u+Omm27CO++8g7q6Opw8eRJxcXF49dVXERsbi/vuuw+ff/45lErlVf9fo9GIixcvQqvVTri0ez0YhsH777+P8+fP48KFC+jq6sLHH38MrVaLDRs24MSJExb/DQrF2tAyL8WpEAqF2LZtGzZv3mzvpbgcZMdJEm7q6+tx5513spmsPj4+WL9+PZYtW4Zf/epXnDQzMQyD7du3489//jNOnDgBsVhs9u9kV2rrUZ/rQcu8lNHQnSnFKTAYDNi9ezcGBwexYMECey/HJXFzc0NmZia2bt2KyspKSKVSzJs3Dzt27EBsbCySkpJQUVGBJUuWcLYj/dvf/oa3334bX3/99VVCCoyIqKMJKYUyFnRnSnFoysvLsWDBAgwPDyMgIACfffYZVq5cae9l3VBotVrk5OSgrKwMYWFhqKysxM0334zc3Fzk5ORAJBJN2i+YYRh89NFH+J//+R8cOXIECxcutNLquWNgYABXrlwBMDJP+84772DRokUQCoWIiYmx8+oo9oaKKcWh0Wq1aG5uRl9fH/Lz87Fr1y6cOXMGs2fPtvfSbgj0ej3uv/9+XLp0CadOnYJQKDTLZP3xxx+xYMEC5OTkIDc3d0KZrAzD4JNPPsHzzz+PQ4cOOU0g/enTp7Fo0aKrvr9p0yb885//tP2CKA4FFVOKU7F48WLEx8fjgw8+sPdSbgjq6urw8MMP44svvkBoaKjZvzEMg9bWVhQUFKCgoADfffcdJBIJGx03Y8aMq4SVYRj8+9//xtNPP42DBw+OKU4UijNCxZTiVNx5552Ijo6mOwEbwjDMhHabnZ2d2LdvH/Lz83H27Fmkp6ezwjpr1iwAwJ49e/Cb3/wGe/fuxfLly22xfArFJlAxpTgsL774IlasWIHo6GioVCrs3r0bb7zxBr7++mssWbLE3sujjAPDMOjq6mLDzgsLC5GUlISkpCQcPnwYX3zxBVavXm3vZVIonELFlOKwbN68GSdPnkRHRwf4fD7S09Px3HPPUSF1IhiGQW9vLw4ePIiXXnoJmzdvxiuvvGLvZVEonEPFlEKhUCgUC6FzphQKhUKhWAgVUwqFQqFQLISKKYVCoVAoFkLFlDImCoUC4eHheO2119jv/fDDD/Dy8sKxY8fsuDLn4PXXXwePx8NTTz1l76VQKBQbYLnBJsUlCQ0Nxccff4y8vDwsXboUycnJ2LhxIx5//HEsXbrU3stzaC5cuIAPP/wQ6enp9l4KhUKxEXRnShmXlStX4pFHHsH999+PRx99FD4+PnjjjTfsvSyHZmBgAPfffz8++ugjCAQCey+HQqHYCCqmlGvy9ttvQ6/X44svvsC///1v+Pj42HtJDs2vf/1rrFq1CosXL7b3UigUig2hZV7KNamvr0d7ezuMRiOamppo6fIa7N69G8XFxbhw4YK9l0KhUGwMFVPKuGi1Wtx///3YsGEDkpOTsXnzZpSXl0MkEtl7aQ5HS0sLfvvb3+LYsWN0906h3IBQByTKuPz+97/H3r17cfHiRQQEBGDRokUIDAzEoUOH7L00h2P//v1Yu3atWZC1wWAAj8eDm5sbNBoNDbm2ETt27MC2bdvQ0dGBOXPmYPv27bjlllvsvSyKi0PFlDImp0+fxpIlS1BYWIibb74ZANDc3Iz09HS8/vrreOyxx+y8QsdCpVKhqanJ7HsPPvggkpOT8dxzzyE1NdVOK7ux+Pzzz/HAAw9gx44duOmmm/DBBx9g165dqKqqogHeFKtCxZRCsRK33347MjMzsX37dnsv5YZh/vz5EIvF2LlzJ/u9lJQU5OXl4fXXX7fjyiiuDu3mpVAoLoFWq4VUKr1qDnrp0qX47rvv7LQqyo0CbUCiUKzE6dOn7b2EG4quri4YDIarGuREIhE6OzvttCrKjQLdmVIoFJeCx+OZ/TfDMFd9j0LhGiqmFArFJQgJCYG7u/tVu1C5XE7HuShWh4ophUJxCby8vCCRSHD8+HGz7x8/fhwLFy6006ooNwr0zJRCobgMW7ZswQMPPIDs7GwsWLAAH374IZqbm/Hoo4/ae2kUF4fuTCmUG5BXXnkFPB7P7H/h4eH2XpbFbNiwAdu3b8err76KzMxMnD17Fl999RVmzJhh76VRXBw6Z0qh3IC88sor2Lt3L06cOMF+z93dHaGhoXZcFYXivNAyL4Vyg+Lh4eESu1EKxRGgZV4K5QaltrYW06dPx8yZM3Hvvfeivr7e3kuiUJwWWualUG5Ajhw5gqGhISQmJkImk2Hr1q24dOkSKisrERwcbO/lUShOBxVTCoWCwcFBxMfH49lnn8WWLVvsvRwKxemgZV4KhQJ/f3+kpaWhtrbW3kuhUJwSKqYUCgUajQbV1dWIiIiw91IoFKeEiimFcgPyzDPP4MyZM2hoaMAPP/yAu+++G0qlEps2bbL30igUp4SOxlAoNyCtra34+c9/jq6uLoSGhuJnP/sZzp8/T80NKJQpQhuQKBQKhUKxEFrmpVAoFArFQqiYUigUCoViIVRMKRQKhUKxECqmFAqFQqFYCBVTCoVCoVAshIophUKhUCgWQsWUQqFQKBQLoWJKoVAoFIqFUDGlUCgUCsVCqJhSKBQKhWIhVEwpFAqFQrGQ/x/dV/07yzigPwAAAABJRU5ErkJggg==", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].consumption_stage.dvdl_func.cFunc, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:37.184523Z", - "iopub.status.busy": "2024-02-29T22:51:37.183521Z", - "iopub.status.idle": "2024-02-29T22:51:37.506320Z", - "shell.execute_reply": "2024-02-29T22:51:37.505449Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].consumption_stage.dvdb_func.cFunc, [0, 5], [0, 5])" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Deposit Stage\n" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:37.509961Z", - "iopub.status.busy": "2024-02-29T22:51:37.508961Z", - "iopub.status.idle": "2024-02-29T22:51:37.830382Z", - "shell.execute_reply": "2024-02-29T22:51:37.830382Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].deposit_stage.c_func, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:38.148820Z", - "iopub.status.busy": "2024-02-29T22:51:38.147821Z", - "iopub.status.idle": "2024-02-29T22:51:38.671197Z", - "shell.execute_reply": "2024-02-29T22:51:38.670196Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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d0NA6y/ZeX+REbBPeCCTimrAiWntXWy0MVyt8MzMzHD9+nHQ6zYsvvrigF/CTELk+jHsNLXzfb4rtlStXKJfL5HK5eWJrWU/Gx3WxgrClDo6/N42ckPAk8mR8WhMeK7TWBEGwYDWwlLLZ07ocjDHcuHGDCxcusG3bNrZt27ao0D2JkevDsG2b3t5eent7gcjQIhbbixcvUqvVyOfzeJ5HuVwmDMPH0tAivnZLmWy0VLFtHUKQiG3Ck0IirglLprV3NW5zufcmuhLh832f1157jampKY4cOdJMnS7GGyFyfRiu67Ju3TrWrVsHRDaPsU3j8PAwt27dmmdoUSgUHgvhWaq43svDxBYWdo96HF5zQsJCJOKasCTuLVpabG1MCLGsyHVycpITJ06Qz+d58cUXl1TU8zBxXe263eNSkdtKKpViYGCAkZER1q1bR7FYbPbY3rp1izAM7zO0eJTC0w4XroXEtnXiT+ss20RsEx43EnFNeCjL6V1dbBzcvRhjuHr1KpcvX2bnzp1s3rx5WT2maxm5Po7i2ooQgkwmQyaTYf369fMMLaamprh+/TrGmHnrta+Xe9Ra/l3uFdv4fRlHtveKbVyNnJDwKEjENWFRWqs7l2phGP/+Qe5IsUF+uVzmueeeo6OjY1nntdzoeLk87uJ6L/caWhhjmoYWExMTXLlypdkaFAtuJpNZE+FZaVp4uSxllm0itgmPkkRcExZkpRaGcWShtV6w4KZ1oPnRo0dX1G6yljfIN8LNVwhBPp8nn8+zadMmtNbMzs4yOTnJ6Ogoly5dwrKs+9yj2n0OrydLHRx/b4HUG+HvnfB4kohrwn3EMz9XYrjfGrneu8/Lly9z7do19uzZw4YNG1Z8Y1tK5PpGW3ONWal7VEdHBx0dHWzZsoUwDJvuUcPDw5w/fx7XdeeJ7UItUMs5v0ctWg8T29nZWbTW9PX1JeP1EtaERFwTmsRp4LgaeCVWdfH2reIXDzT3PK850Hw1JJHr6mj1PIbI0CJ2j7p58yZnzpwhk8nMW7NdqnvU4/rFpFVsjTFMTU1RrVYpFovJ4PiENSER1wTgwb2ry6G14ARoDjTv6+vjyJEjbTFCWErkupqb/OMqEGuFZVl0d3fT3d0NzBlaTE1Nce3aNUqlUtPQIrZ0XCyd/7hErg8iLlqL12Hjc44zNonYJrSDRFzf5Cyld3U5tPrLnjt3jps3b7Z1oHnrMRbD8zzOnDmDMYaurq5lmeQ/CdXCa829hhae5zUNLS5fvkylUiGfz8+LbO9dX3/cRai14K51AEH8O4jEtl6v43kesHCf7eP+OhMeHYm4volptTCE1feHxvsAOHbsGMCaDDR/UOQ6OTnJ8ePHKRQKZDKZeSb5sdB2dnYuGnklN8v7cRyHvr4++vr6gKjaO+6xPX/+PPV6nUKh0JxhC4//dYyXPRaiVWzvnWVbr9cXHUKQTPxJaCUR1zcprb2rrf2Dq2VkZASAXC7HgQMH1sSib6EbWGvf7K5duxgYGEBrzfbt2+eZ5F+9epXXXnuNXC7XFNt7I683e+T6MFzXpb+/n/7+fgCq1WpTbG/fvg1EX67iLzL5fP6xM3dYrJp9IRYbr3fv4PhYbJPxegmQiOubjpX0ri6FOA08PDyMlJJt27atmfftvalbz/M4deoUpVKp2TcbGwvA/Sb5nuc1e0BbI6+uri7q9XoirssknU6TTqcZHBykXC7z8ssv09vb2yyQ0lrf5x71qEXnQX3YDyMR24SlkIjrm4iV9q4+jHiguVKKF198kW9961trKlCt4jo1NdVMAy+1b9ZxnHm+vXHkNTExwfj4OFprTpw48ViJQSuP07ncSywqGzZsYMOGDU1Di9bMgRBi3nptNpt93V9T/MWyHSxVbBea+PM4/y0TVkcirm8StNbcuXOHiYkJtm/f3rYP9e3btzlz5gybNm1i586dzRvGWour1pqrV69y6dKlBe0Tl/P6WiOv69evMzk5SVdXFxMTE1y9ehUp5X2GC8lNcWHujQhbDS02btyI1rrpHjU2NtY0tGiNbF+P67uayPVhLCa2cYFUrVZrzrpNxPaNSyKub3Bae1crlQpjY2Ps2LFj1fsNgoAzZ84wNjbG008/3awshZWPnVsqWmtmZmYolUq85S1voVgstm3fcYSxcePGphjMzs4yMTHBnTt3uHDhAo7jzCuOWqnhwhuRh32pklJSKBQoFAps3ry5+becnJycd31bv8wstdJ7uef5eq0D31so2Do4PgzDRVt/ErF9sknE9Q3MvWng+Fv0aokHmqdSKY4ePXrfzW8tI9epqSkuX74MRJXISzU3WCr33sxa3Y22bt1KGIZMT08zMTExz3ChtThqJZaObxSWGxHGnsfFYnHe9Y2Lo+JK71axbcffXGv9yIRrsYk/cS1E/Ps4jdzqi5yI7ZNDIq5vUOJotbVoSSm1qoiydaD51q1bF00vr4WxvjGG69evc/HiRXp7e6nX6w+8ya6V/aFSiq6urubM2dhwYWJiYl4PaCy2HR0dbS3sehKKrVZz7e+9vq2V3tevX+f06dNks9l5a7Yr+TLzekauD2MxsQ2CgImJCYaHh9mzZ899a7aJ2D7eJOL6BuPe3tXW1NJqRG85A82XOnZuuceenp7m2WefpVqtcvPmzbbtv5Xl3qzuNVyo1+tMTEwwOTnJ2bNn8X2/WYn8uLaltJN2r2XeW+nt+35ztN6VK1col8vk8/nmmm2xWFySC9ijjFwfRqvYxmvUQojm4PjWyLZ1CMEb+X31JJKI6xuIuHc1FtB7v9mudC00rshd6kDzdqaFp6enOX78ONlstpkGrtVqaxrBrWbfrusyMDDAwMAAxhiq1WpTbG/cuDFvzmpsuvC43uRXwlpH1rZt32doEUe2Fy9epFarzXOPWixzsJYFTe0k7seNC6BgfmQbt5wt5B6ViO2jJRHXNwCtFoYP6l1drrgaY7h27RqXLl1ix44dbNmyZclj51abFm5NQW/fvp2tW7fOi8CXOpB9ubTzhivE3FDz1raUuOXn8uXLaz767VHweoqW67rz2qpqtVrT0OLs2bN4nkdHR0fz+hYKheb780kQn4XOc7E0cjzxBxKxfRxIxPUJZzm9q8sRPc/zOHnyJOVyedkVuauNXIMg4LXXXmNycnLBFPRS9v84Gve3tqXElbJx8U7r6LfWSuR2F2ytNY86IkylUvdlDmKxvXXrFmEYUiwWqdVqVKvVR36+D2MpXwIWEtv4y3Yc2QohErF9nUnE9Qmm1cJwKWX7S10LXe1A89Ws7caVyOl0mqNHjy7Y5rKW1civ5422tX8WFi7eiafRxOuJjzuPU8FVa+Zg/fr1GGMol8tMTk4yPT3N9evXuXHjxrwe28ctTb+SCLt1vB4sTWzjauSE9pGI6xPISi0MHxa5GmO4dOkS165dY/fu3WzcuHFFH7iVFDQZY7h58ybnz59n27ZtbNu2bdFjr7VJxaMSiMVsGlvXE6WUjI6O4rouHR0dj1308ThHgkIIcrkcuVyO27dvs2PHDlzXbbpzXblypfmFJxbcTCbzSF9PO9LXDxJbz/OaUe9C1cgJKycR1yeM1VgYxuK60A2wnQPNlxu5BkHA6dOnmZiY4PDhw825og/a/1pGro9L9LWQTePx48fxPI/Tp08TBMG8qCufzz/yG+LjLK6txK04cZp+06ZNTcOQyclJRkdHm+5Rj3JNPM5KtZOlim0yXm91JOL6BLFQ7+pyiLe/9wY4OjrKyZMn2zbQfDmR6+zsLMeOHXtgGvheHicBfD1Jp9M4jsOGDRvo6+trpjgnJye5du3aPM/eRxl1PQk34YUiwlbDkC1bthCGYdM9qnVNvPUar7U71+tReNUqtsng+PaRiOsTQGvvavyNe6XpWpj7wGqtuXDhAjdv3mTfvn2sX7++Lee71IKjW7duce7cuQcaUqx0/yvlSRHu1hRnq01ja9Rl23ZTBLq6ul4Xm8YnKXJ92Hkqpe5bE48L0FrduVrXxNtdgPZ6VzW3eiJDIrarIRHXxxytNUEQtGWSTau4VioVTpw4gdaaF154gVwu17ZzflhauNWXeClp4IX2/zABXOk1etxvEIu97oWirlYbwbNnz84TggcNjF+L83vcWIlDk2VZdHd3N9+vsTtXPO2nXC7fV4C22izQcubOrgUPEtt6vf7A1p/H/bO01iTi+pjSug4Sf8te7Zs1vpncuXOH8+fPMzg4yO7du9v+4X1QWnh2dpbjx4/juu6CvsRL4Y1a0NROFrNpbB0Y32q2cO/A+NXwJNxU2+HQdK87l+d5zWt86dIlqtXqfe5Ry73GWuvHyqu6VWzvHa93584dhoaG2L9/f3OWbVwk9WYcQpCI62PIvUVL7fIQjaPJ8+fPc+DAAfr7+1e9z4VYLHK9desWZ8+eZcuWLWzfvn3F6a43SivO68lCNo3xeu25c+fmmS10dXWt2KbxjZQWXi6O49znHhVf4/Pnz1Ov1ykUCvPcox52jR93s4vWe1McDMRfrt/sg+MTcX3MWG7v6lIplUqcOHECgGeeeWbZqdjlcG/kGoYhZ86c4e7duzzzzDPNVpOVspZpYXhjRK4Pw3Vd+vv76e/vX9BsQWvdjLi6urqW3P/5pFy718O4v/UaA/Ou8dDQEEEQzHOPWugLzaNOCy+HMAznmVM8aHD8m0FsE3F9TFhp7+pSaB1oXqlU1tz1p1X8SqUSx48fx7ZtXnzxxbbM5lyKuMbrjd3d3ctqn3gSPuDtPseFzBbigeZxGrnV8KKrq2vRa/okRK7xzf71Ps90Ok06nWZwcBBjDJVKpXmNb968Oe8LTWdnJ7lc7rGPXFtZ6ItAa2T7ILFVSnHp0iVGR0f5kR/5kdf93NeCRFwfA1bTu/og4sKh0dHR5kDzOCpZS+K08NDQEKdPn2bTpk3s3LmzbTeJB4lrPJruwoULZLNZLl68SCqVmmcp+LA1rMc5+vKpMxreYrx8nVIwjSFgNhijrit4pkZW5ZgJ7hCaAE1Ih+qmpEcwRK8pL7up61kQBoEkJXNYArQJUcJC4ZBSWQwhqsNGFW16RZ5qrcxM5Rp3p31qQyGO5VDIdtGR76ar0EvazWEJF99UQDy+1w/m/r6PUrSEEGSzWbLZ7Dzf6dYvNLEwWZZFsVh85IYWD2MpPbmLia3Wmi9+8Yu89NJLibgmtAetNWNjY1y/fp2DBw+27cPTWjjUGjG2w1R/KYyNjTE0NNQU9XazkAAGQcCpU6eao+kymQxa6+a81dZCnsXmrT5uN69x/y4Xyie5Wj1HOZgmzNWxPIU77eIIC58q2gSEOiBvFbjt38CgCU1Ij7OOu/65xp4EnVY/E37UDyuQZFWRSjjc+K3AEi5SCGbDaGA3RuBKh5AowiBjEFmFbQJqQYVS4HG97mENORh3GlSIFnXc7kFujfw2SjgokaZgbSQ0FaSwUCKNTYa0yiMEKJHGEmkcUYyERKSbj1kihZIZVOMxaVJtEcTWqVGPC62+07GhRalU4tSpU5RKJV555ZWmyLYaWjxOryFOCy+HVrGtVCpt7Vp41CTi+oiI08Cx3+fk5GRbPiitNoIL9Y+utbiWy2WGh6Mb9tGjR9fE0WahauTYjCKTyXD06FEsy8LzvPssBVvnrZ45c2aey1FXV1fzm/SjJDQhx2a+w+XKWSp6kplwEkfY1PQ4FXcWoWGz2MH1+hkAbGHT72zgZv0kAJaw6Xc3cqserbELYNDZw+3G7wEGnJ2MeefQRF6zHdYgVT1OVU829pmmy+5n2DvVeIZhnbOfce8Uhuj9U3AGUXjU3JHoOMbCqffip6+CURgjycoeysFNpLCRwsYWGpjFN8PRmRmwZApNFWN0tG+jcaSFpyfQxiMwVQrWNqaDY0hSKJEmb21HU0JgN8Q3R1p2AiYSYpHBkV0IIVFkkI1tlEijQxuhKkAIPD6VuK1IKSkUCjiOw5YtW+ju7m4aWty5c4cLFy7gOM681qp2LLmshpWIaytxK9MbhURcHwH39q4qpdoieK0DzRfrH233IPNWhoeHm5FhJpNZU6u41tcQrym3fplY7HreO2+1Uqk0xfbatWvN7YaGhh6J3d3p2ZO8MvNNQqoM166QUwW6nC4EIVk1gDubI522qIYzFFQ3KZkBPMb9Wyhhk5UFXKW4611ConBEhg6rmzH/MrZII7HoczYwEwyRUUUEkg67n2o4ji2KZFQXrsgi8DBo+px9CCOxhE1InR57DwaDJWyMqRKgsEUWjMFVaabFTTASREDK38y0/RqNjDQpvY5QjeIzBYDEomjvYtx/ufn6O6ydeOYG1aDS2CZNztrIdPAqUXwNWbWZmr4RCTYOGI0QNUp6hMZQQpRwMNQxJgCiyN5VHdTDW2hTpbC3zOXZzxOKKwhspMhgix5sWcTgIckgRRZXDQIeUmQajxWQpJAyixRZpMggyCBFDimyCNHeW2q85iqlpFgsUiwW2bp16319zOfOnSOVSs0T29d7opLWelV9veVymWw228YzerQk4vo6sljvqmVZTaFdKVNTU5w4cYJsNvvAgeZrEbmGYci5c+cYGRnh0KFDzM7OUi6X23qMVuLUYBAEnDt3jjt37qyoCrl13St2Obp16xbXr19v2t3FN6w4jbxWPYehDvmTkc9xp36dLqdANZzGCE3RyXGzfhqAbnsdnjVNSZcRWtJvb6SmpwiMhyUcOmQngShTC0ukRJa0LCCEZsofQqNRWBSdIiPea83jDjh7Gaofa/7ca29jMjhHYKoApEQHaZVjzL/Z3Kbf2ce4P/ecDmsznhmnEtwAAULbdNo7KIkbuKITYWxSYS+eHiP0Mkhy2CKN7VhoDUXrKcDgCAdNCSU3oPERGixpUwluE0WYHnl7F7PB95rHTsl+YJpqONJ4xFCwn2E2eKm5jSsGECKkFJxvbmOqW/HzJxEmhRAWShSAGr4eQmARmllsVaDqX4eGZGMMlnQJzQzG+Bg8LLoIzHU0s0AVRRcptRFtRhFEAmypncA0gixCZBHkkTKHxI1+FlkkBYRMNbbJARmEyC66jnlvH/NCE5Wy2ey8Pua17pcNw3BVgl4ul9dkCelRkYjr60SrhSHMX2tYjeAtd6B5u8W1XC5z4sQJhBDNNHC5XH5d1nVffvllpJRtSz9LKcnlcti2zZEjR+bdsJayXrtSprwJ/vPQfwQ8UspQCifJyCydqW341FjnbCSn8kz4NwmFhwA2pXYwVD9HFBYaNrq7ueOdbRYu9ds7mAyuE5jIQado9WNMlUn/OgobV+bJWZ3MhsPkVB/CKIp2H3U9ScFa34h6s2hTA2HodQ4AAldYBKZCl70HY0JsmcHXk1gig8DCaAXaMBVEa72BqdDnHGCKE6AAG9JikMCMUBHToIFQkgk2UXEuN69JTm3HY4RqOBv9bbDJW/uphBewRTdKuKTVBrSeQAiFI6PXoGQUseasZwCNwALjoSkjpYvWdVy5jlo2SpkbathiI6G+hW9mGkdX5KwD1IK/bp6PI7eAmaEajDceMaStZ6mHrzS3sUQ/tnAI9XUEaYzwESJHEJ5uRLTRBZAoCOtEaWmNMDZSVDFmFoyHoYold2L0d9m3z0GKHOXyDiQ+YCFEFsii5EYEHohIiDsLHXQVUoitWYIgxcysx/T0bW5cv8KZ04ZMtpvOzrn37mrdo+4lSQvPJxHX14E4Wo0FZyHD8MWm1TwIz/OaBQ9LHWi+mlmr9zIyMsJrr73G+vXr2b17d/N1rbWD0vh4dIPr7Oxkz549ba/6jM99ofXaeDxZvF7b0dHRjCByudyy181Pl07zp8P/hQ4rR9ZS3PXv0GevYzq8yYhfRiDY7G7nbv0KlnBQOsWAtZlqOEWXNQjGULS7KOlRitZ6jNEUVDez+i5p2YExmrzqpqLv4usaAou0KCJkyJh/MXqdwqHH3siI92rzvPqcPYx6x9FEXwYzsgdHCqYaEaJA0OPsnR/Bqq1U9DChVUEgcUQHBWsddX2XrNqEFDYp2U1oZhGiM9qLURCG+LKMrm1G6wCpU9RTZaRKYwsLIRwc6VIKo4g7pERWHaLkvwyN9V9LdOHILJXgevN88tbTVIJjRCIGliiSUgXq+lWEhEhEn8EPr6NEAUv0okQOSyjAJ6WOIBAIHITwMKYDxSBG+1iqm1BfR9KLpopNP5K7hHqoeXxXPYsfzgm0Ev1IJIG53XzMUUcw5ntoE38ms9hyM1p/F1BgJEJuQui7GGEhsDG6jpIaE36PKFUgMFogpYMxsxh8pPEopjvpSg2zdd0shjIYSd3biyOHCCYdAjJo1pNyFZadiyJmkQXRC0IAGRBZDNnmf2u5GcTCHtXtENfVTON63EjEdQ1Zau9q/IZcTsP4xMQEJ06coFgsLmugeTsiV601586dY2hoiIMHDzZHosW0U8DvPe7Fixe5ceMGALt27VqTcVyLfTG413jh3vXapfaCxvzF6F/wramvkJKKlDJY2OxI78TTJSBPWuZJScltL0pnFqSLKwx3zHkIICuLZCybm95xAGzSdNnruO3NFS5tcHdzxzvT/LnX3s50eBMd+tgiRU71Ygmo6xkKagMSm4wq4JsyXfYOBBJbuCB8jAlJyx4MBke4eGaagtpKaHzSqotKcBONBiNIqS5cqZgOTjeObOiyn2Lc/3bzXDJyPVJU8BiL7kSWoKj2MxOeJCSSRFPrwbJLVK1hBA4WWfLWZnw9SlptQwobS3SAqYIAW3aDASVSaDNDWu3GmACJRIkAX98BUhhTI28fohq8Ep8ethgAUaIWDjXPOaOepR5+i3jhWIpObNlJPfzb5utIqafQ4RmMkUjRiaCAJXsxZgZLHkAIK0oFU8egkQyA0SiRAyYQcieYOhiJFCm0jiP4kGp1M/nca9HasQGDg632gf7b+LQRYjOSMoTjzXMS8lmEnkufCzIotQ07dRtECst28IIiKhyhXtVUywKlLJTK4zoaS0lAgwkQsogwI4TqB9DOP130/bxaca1UKmQymRU//3EjEdc1Yjm9q62G+g97cxpjuHz5MlevXl3RQPPVimulUuH48eNAVA280IdhLYqm6vU6x48fx/d9nnvuOV566aVHWtW70Hrt7OwsExMTjIyMcOHChUXXawMd8Kmb/4Eh7xq2ACGqTARlNqY2cK12Comi2+rHlZLA+PTam0jJFJKQmfo03aKDjJNBCk2AR5+zHWUUtrComwrd9maM1uTtDkrhXfJqHaH26bAHmPCvoIl6YDvVBmr6LiVTAsARWfKqhzteHI0a+p39jPqvEkeIOTWAoc6UHouuA5Juew8T/vHGhQHXH0CpEr4OcWUPNjlclSegQoe1F9EotIIaRnSSVuuj9Uzh4uspMmob2vi4opN6+iZ+Y/3XhJLQs5lNz4lGztpPOfguhij9rciQVhsptazLZtVefH2puR+Bg65upi7OokQ3UqRw5QaMmUQIhaX6wCiUTANVXHW48foFUgi0mcISG9Gmiiu3EobfJY6OIYOUEl9/t3l8Rx0iDF8ibFRmg4Or9qJ1a1S7DSGmMeZq4xGJUm8h5ZxF0N9Yj82jhI0gBHmEKH/gIggAH8R6MB6IHoS5DvQAVSCFJQsIc7bxZ51Gyv1krHMIqw4uGAResJ+MfTz+0+MFeQQFXOscdftXCZyfeeBnYrVuUknkmvBQ4vFMS3VaahXXB1Gr1Th58iS1Wo3nn3+eQqGw7HNbjbjeuXOHU6dOMTg4+MB0bLvTwnGU3t3dzZEjR5qPr4W4rvTcW6fSbN26ddH1WlkUfFH8BSUzjkSTlgUG3I1oypTDKSxhM+hs4q53hakwAAybU7vn1ldtQ05s5Y5/em591dnORHCNwNQBKKg+pPAZql8DwBIuXfZ67vhzbTUDzl6mgktIbNKyk6zqQ5sqBk2ntQ2JjatSaFOnx94HCCxhYfDRJiAte9A6IGXlqYQjpGUfoanihOvw7At4jWuYwgHlMRmcaB67x36KqdaCI7kOiWFWzxUlddpPMxM0RF5AWq5HSUNoVUD3EwYSXctTsqax1EZsy8VWaWxLYfDIqqfQJsCROUIzgiW6ovVjIqMMmbkWfV0wFVLqEPXwO9BIgUtyuGoDtaBVIPcR6qsYKo1HLDLqAEEYVzo72HIHiCpgsOQujLGxZBdQxlKHiNLgEiUdMLNIuR/wESaPYBxj4tagAKWexoQvE9UHzYAZRIkq6OG4+BopDyP0y8wJu4OUe0B/c+6NKTZhiTqYOxg6QaRAbEOYMYzcjsECbIRI4SqPkMNgNKHWhAZMOM2ZGz/HyOQmisWTzczMQnaYqxnsboxJqoUTFqe1d3U5c1fj7R5UMTw6OsqpU6fo6enh8OHDKy5GWElUqbXm/Pnz3L59e0mG/+0qmjLGcPXqVS5fvjwvSo/3vVbi2g4WWq/95sg3+XL1LwjwSCkfITVCh4x5V5BS4ogUW9yd1EyJPmczEkFapvBNjfXuLoQRVGfLiIxhwN6NMeBIh8DU6LG3YDDYWBjhE5o6jsghiLYp63HSspNQ+/Q4Gxj143RtnV5rF9PBFcKGOKdEBxmVZbSZTjb0OQcY9VujwUEMNWa9C9F1Q9Lr7GGKU2BEZB6htuKbKQSSvNqOxMWVLgaPonUIg0AKC2ECNB62LKJ1I8UcXsOiSEiVtNiINreom3Ljb+SQz+yk7JxqnB0E3npCc4U61cYpS3JqL5XwW81zduVmjJklNCMY7WCpHBm1g9CM4MjtCGEjySHQCBGSsp6NPscihaGEkJsBH3SAozrxwwtAlD611U60vooxsfgqXPUUwbw11/VIERI2K5vBks9izLFm7zBkUHIXJrwE9FGtGTLp7ViijBAKxAAgoipjUwF5iDh9K0UBzAgwCNRA9GNxC2Hiyv06RhxB6W/Ff1YMeaTsR+q5tXMtduKKO2BDLf977Ow6Qn9jVvDExARXrlyZtwQSt6wla67zScS1TazWwnAxQWpdZ2zHQPPlCl8899UYwwsvvLCkb5btiFx93+fUqVPMzMzw3HPP0dHRcd82a5UWXov9/uXkX/Bd76+xlCAlbWZ9UKGkYFeomQq27+AKi+s6EoyC6saRcLd+F4CcLJK2HGbSQ1EA66Xotge4VT8bnzUb3L3caZo+QLe9lVI4zFQY3fBTokDBLjSFVWHT5+xmJrhJSnYgscmpnkbBkaRb7kViYUkLbTy67YOARmJjTI1AOFgig9YBWauDWf9yYxHQULC2MROcxTSiQUcUyagcU82CI0PROsS0/z3iyMsWXbgyw1Tw8rxtKsEpBA626MKRPUhhoU2drNqPEApFDqwahl7CIMD36xhfURJjSNmPsjSW6EYzhG702IImrQaohXMRtCN3EJgbaDPdfCxtHZm3vmqJAWwBfjj3RcNRbyE0lxGiiBTrEORQIgV4WOoIIBG4KBEAHph10Tqw6AJzA+glSt+6KJHB6PiLzww62IrF8aiK2ER/NSUPQfg3Le+uAaSQ0HweCPkMypwBQgwZIAdyM8JMoOUeolt/FiFM5OglDjeuuIOiRii247n/T4zcgQAKhQKFQoHNmzfPWwK5e/cuFy9exLIsfN9nYmIC13VXVL1fLpeTNdeE+cTR6moM9xcSvbUYaL4ccb179y6nTp2iv7+fPXv2LPlb6WoLmmZmZjh27Bi5XI6jR4/e1zsXX9/HOXKN8bTHp299nJH6LSxhQFTwDKRUipQKKDjduPSjDHhBDctfj/E1ShmkreiztpN2UggZYIwmrEsyqRyubaFFwICzN6pnlTa+qdDn7MYYjSMy1Jkmq3qilhnhgqhRDSeQOAgkXfZ67rYUP/XZe5jwTzYrhNOyC0e6THhxdauhxz7IuD9XVZxTAyhZYzqI+2AFKX8bFXkdV3YihUtG9EaRn1B0WAcBiSVctKlRsPbTXM9EE5gZXNFPaGrkrS3NtVNDgCN6CM0oNT1XuFOwnqEUzKVBHdGPmwrxnWEa471R/j6MdaaZTjV+NyJ0CK0xbLkNIRwseoFZEAWitUyJFDaaMo462CiKslFUCfU4kAUquNYR/EY7jgGkWYcUPoGe6wt21DMYfYywcV2jFPJetJ4TbSm2ALMYMwwUESKFYBuWugFyJwIbcKL/F1605io0GIXEgJkBsRlMFSG2oMyJxlps4/uO7EbG68AGjNiKYhhhJpvnoOVhLP0KRmylnvoDjFw4Q9W6BALR/S/+zI6Pj3P9+nVc150X2bruwhXGMXFaOIlcE4D7e1dXY7gvpZyXFo7bXAYGBpYlbA9jKcKntebChQvcvHmTAwcOMDAwsKxjrLSgyRjDrVu3OHfuHNu2bWPbtm0LXs+1FNd27nekOsx/Gv4Es+E40gA4hGEOKcqk7aiIKK1S3KlfQhOCMGzO757Xv1qsDzDJhaYZfpZ1TJkrBF6Uws2rHixhGPWjCFcKm157C8MtLTL9zm4m/QtN0czKHiwhmfav44gcihSd9gA1PU7e2oQUFq7Mo00NgcGVXZH3MA4BJYrWHgwBNik003jaYJGLqohNJ3XnIhjwDXRae5kNT2AaxTyKHBnVx2Qwd34d1n7K4dnmNhZZsqq/IawCSYq8vRdfjzQqcbtRpBsuTD45K4q6BAqJj6GGkgVCXSdl9VPnAiEpoIYy60FOI527BAYwBukfILTn0rdSdGPJHF54rflYWh0iDE8RNK6hwMVWBwnC00jRhSCNkuvBRF8iJD0IIxuuTVWQT0diqEOkyGHMHYRYjzE1BINgLkNzPTfAkjtBf5tcBtBDGHpRItOIdOMTPYjUZ4F6/ABSHUbp+AuJDWIQQRphqmi5k2hNtwspqmi6ga1EIXEOaWYI1Nvw3N9sfMlYGkqpZhvgU089hVKq6R518+ZNzpw5QyaTmSe293Y31Ot1wjBMxDXh/t7V1Q40jy0QwzDk/PnzDA0NrclA84dFrtVqlRMnThCGIUePHl1RgcFK0sLxzNfR0dFFrRtXe4yl0K7I9eXJl/nzsf+Bb2q4MgCpKfshecuipgXVIMO+XLSGN+juQCKwhCDEY9DdiTACR0qCVJ2c3oEfBAhfUNcV7EoXadsipVLYlkApQU7FLTI2nqnSY+9AG01WFSiHw6RlF6HxyMpuKvoOJR0ZJkgsslaO0bjaF+h19jHmvYpppGtTogtbukyEcxFsn3OQKf9E8zlpuQ4hNDVuI3UGW2UpWBsJzBhZaysSC0WWqGgopMN6GmM0lkwRmmkyagsaD6ElloRqGKePNTl7N6WW4iJb9CBEmmo4JzR56ylq4VyKWZHDVQNUWgqn0mo/2tzECEXg9+LaHRDmCM0sfmU7WouocthVYBsc9TToAEsWMGYIKfowcVGUzBLoKOo3pootnyIMjzMndBauOjivIliK9Ug0Ws9lC5Q8gtHHiKL3DEIUseQgMIVmN+VynUJhA9J4gAHZ1xDDFJISyC1gfDB1lFqPaEkNI/qRVBANQRYGjHwaZV5GmLDxl1QgD6L0NwnUD+G5/69F+1gfROtymGVZdHd3Nz/Dvu/fV9yXy+WazlGt9q8rud98/OMf56Mf/SjDw8Ps37+fj33sY/zAD/zAott/4xvf4AMf+ACnT59mcHCQD37wg/zyL/9y8/dve9vb+MY3vnHf8975znfyl3/5l0s+r0Rcl0mrhWE7565KKalUKpw7d67pOrQW6w/3RsitjI6OcvLkSdatW8fevXtXHC0vd123XC5z/PhxLMvi6NGjSzIgX0ujitXu90+H/5jjpZdwhE1aWpSDEFdk6HSmEKKOEBaOMNyqR6YIHaobW8J0EEWfWdlBxnK560X9lhYuPfYGRrnU8Jk39LCNKc4RN4RmwnUEappARNGPI7J0WN2MePHaYGy8fwaDRiApWBuQ+PhmlpzagMIhbRUITIVOew8CicIGQjQ+rixitCalMtT1XdJqPVrXSYkuqmaIwMw0vPgDclYn08Gce1HB2kUpPEVoYs9gh7y9jengeHObvNqJz02qYbm5Tc7ajRdex5XrEbg4shdjygghsWU3xghs6WBMhbTaH10MA1JaBOEIkiKaWbLqIJ5+FTCR74LMYskOfI4hFTgO2GIfobkAok4AGF8ivO2QmkvfKrEZISpocx1BHkEKW+3GmBEsuYPIQSmFwgLhodSz0TGNQhICJcDFmCpSbMPo7xK3OSFcLJkB/Wrj9YMSm5DhMeaiWhDqWURLoRaiAyV7kc2IVYA8gDQTQAottkfnJfsQlNHiUOMtIUGkkKaEZ/0svvNPabhrLJtWn/R7sW2b3t7eprWh53lMTk4yNTXF3/zN3/CP/tE/YuvWrQB885vf5Ad/8AeXLLKf//znef/738/HP/5xXnzxRT71qU/xoz/6o8351fdy9epV3vnOd/KLv/iL/NEf/RHf/OY3ed/73kdvby8/+ZM/CcCf/dmf4Xle8znj4+McOnSIv//3//6yrokwj3oEyBPEvUVLq41WW/n617+O53ls2rRpTcwRYi5evEi9XufAgQPNx1qLpvbv38/g4OCqjjExMcGpU6d461vf+tBt4/T3hg0blvW6v/zlL/N93/d9i6aR4nao5V7HUqnEq6++yg/+4A8u63kAtbDKf7z1Ce54txsiWkcbQc13sGSILW2qoUfRcik6aYp2hpRI4ZsSpvG/jMzhmWkaK2W4Io3Ga/5cnq2QT2WwnOh9p41GakU9KBMEPkHgI4UkZdtge0gFoQ7osPuY9C8TmDoajx57B+XwOoGJxsnZIkfO6mEmuNJ8Pd32Pqb8s80I1hWdZFSachivJ0bGEFPBKWKrQTvswUJgOwYpojVCVxYJTaVhuy+I1lwtQkoYE6AJcCjg61uEpkJIFUmKjNVNNWy1RDxALTzf7GmVpMlaG6mFcyYZKbmL0NxGN3p3QZKzDlIPTzRN9gl6CIISmUw2smw0EkvmMFQb11ljdIA0aYJgOGpRMjVCv5NU5g5SNiqSEbjqGYKW4iYp+qOWJXOr+ZilnsGEr0FzzdXCUgfQ4fHGzzZSbENJDSYE4SBwCII8tco4hUJH5JikDUJkEEwDftTTikIJhTC3gTICMPIQUp9FNNLsBolQT6P08eY5GboQooA0N/Dsf4pv/1zDlWllVKtVvv3tb/P2t7992c+9cuUKf/iHf8gf/MEfMDg4yPDwMM8//zx/5+/8HX7jN37jgZ0Rzz//PIcPH+YTn/hE87G9e/fy7ne/m4985CP3bf+hD32IL3zhC5w9e7b52C//8i9z4sQJXnrppfu2B/jYxz7Gb/7mbzI8PLysyDqJXJdIHK3GvVztEtUgCDh79iz1ep3NmzezZ8+etux3Me6NKmu1GidOnMD3/bYVTS11XXc57T0LHWOtWMn3zRuVG3xm6BPU9AxWQ0C80MGRHp2pMmAIQ5usW0GKChU9Qa/Yzc36XP/nxtQuhrwTzbaMPnsrY/7lpvlBTnZjLI8xroMHEkWfu527wZkozHGgL7OD6fAKpcaNVdbSOKS5Y443j9PvHGDKv4ASDmmZJ6siCz+BiCJWo7BlCm1qdNn7ov0gUEITmDI5tYVAe+Tsdcz4sRk+5K2NeGaYQJYJdLQG2mHtYbLVlUltITQTBGaq8Yik09pPqSXKTcmNQA1P38UWfQhc0mo9oZkibe1urK06KKExxiPTSDEr0mgmgCKSNMYEuKqPehhFgtrM4soNBPIKllvBC6Pjp61D1FpaZiwxgIVGM4y0GpdWHSFwjoMI0doh8LOYoBPj3kHJHVgqhZRFlIi/CA2A1kiRBTONkDswxotaZmQnOpy7uUu5HWWGQc/GfyKkfAuO/DZOjkZgm0fKQWh1XRI7UYwimp7IYORzSH0ZRC8aF8giZBbwCOUzgMQYhRQKTJ2a84uE9jsf9NZeEqtpw9m2bRt/7+/9Pf74j/+Yq1evcu3aNb761a9y8uTJBwqr53l873vf48Mf/vC8x9/xjnfwrW99a8HnvPTSS7zjHe+Y99iP/MiP8JnPfAbf9xd0uvvMZz7DT//0Ty87ZZ2I60NYqoXhSogHmjuOQ0dHx+tiWt0qrnEauK+vj3379rWtaOphBU21Wo3jx48ThuGS23vuZa0sFlfyt/3byb/h/4x9AW3quCrAGCj7ioLtUA40kizVsEZa+VSDDLa02JldR13P0mUNIpDkrAwVPUXRGgADBaubSjhJh7UOgSSj8vi6RLlWImd3k3IyjQ7LgHXOPjAGR7oEpkSn3II2IUpYGOVRDSdROos2Po5fZFxEa36hqdFl7WImuEjYWCu0yZK1+hhtaenpsfcyE5xrttXYokBadTLR0vfabR+kFl5DGBcrzJF2ulFCAQEd1lNEY+BSGGoYcmDWo41PShao69vYoofQ1EnJ9fjmKrrRr6qpk7N2UZq3dro1qhpuCjTk1GGq4ZyI22IdtnLx9RkEKaTI4KrdaD2C0AMEAWQyXdE1wsdtpG+jVHiAMWWkSBPqCo7aFjkuiYZHsSzgpjJoMxdVl2a3kMueBxm7MCls+TRaz7XMCPqRQmJ0/IVKYqlnEeYmiC4Q/QjjIkQBqOPrQ9SqNfK5DqS0wZRB7mtErB0oRgEdpYEB5GGUnrNzRHQghUTquchei+1YZgyMppb6KFo9/7C395JYjYEEzLXhCCGaxYwPY2xsjDAM77NfXbduHSMjIws+Z2RkZMHtgyBgbGzsvuLN73znO7z22mt85jOfWeYrSsT1gay2d/VB+40Hmm/ZsoXt27dz7Nix12WSTGxWceHCBa5fv96W3tmFjrGYuI6Pj3PixAl6e3tXJeiPQ+RqjOG/Dn2Wc5VjOMICIfA0OGToTk0BVTIoBAE9qUi8Qp0iq8JGRXC0vpq1Ugw1DBssHHqduUHnYFjv7mW4fixyZHJBMUAtuEtNR/2YtkjRZQ/OGyXX5+xh0purEM5YXbgyT8m6jTQOwlioWg+z9h0s2YmrXDJ2ESFCwNBtH8QYcKVLSImCtSMaA2ckUhpq4SiKDCE1euz9zMRrpwqssA/fjFAOx5qvodN+mul5Y+DWYQnDTDDXp1uwn6EcHIs8hEUnjuhBChtj6mSs/QgsLJEBqggKUSLdaGyRJdCjOHILxnhICsBdAj3a2HMNV+6nHnyreY7CdGKoUwvnWmbS6mnC8FjzmkUVwbvxY9MFLCy5E0EFASixO7qOshu3UCIIOqjXA3w/RAeKlDuNZW3HsnSjariEMXeax7PVs9Bik4jJIuUm0NF1siWE1gDSjEI41zIj1bNIfRzRaC4yOAi5F6GvYsQgBhdEF5IQIwSheIYoHZ9G4qFFD57zq2i1e5F39vJZrYFEqVRa0PVpKdz7nIcNQFlo+4UehyhqPXDgAM8999yyzysR10UIgoDR0VHy+TyWZbXtZu77PqdPn2ZycnJeVaxSatUzXZdCGIZMTk5SqVQeuGa5GhYqaDLGcOXKFa5cucLevXvZsGHDqo7xqCPXSlDmU7c+zpg/hBIhhhqhcakFCqUCZr00gYYOGzzjEegMM76m0w5xpYMUnXRYvVT1GJ6pklPdpGUHgoBaOEvRGkRhk1EZfFOm296GQFKbDXAzAtvqoMiGhrG+IDCNQeYmJCVzVMMxMqo3sioUBTwzTqlR7SukoNNaz6SKUroeQH09E+a1ZuSlSFO0BhhvqSIu2nsohZfROvqiYIkMXWorpeActuiMItNaJ8gZXNlJSvZHvaHSwhiPgnWoYVyvEKZOyCxOo6c1a22mHETpW0MdJdYRmnHqzZ5WQ8F6hkowFwlaogdbZCiHc209WespvPAU0fqmQtGFq9YTmlFsuQshbPxaCnQZJbIotQ5jDLZMg55CyJ0YoiEFlswT6IvNfdtyD1pfxFCL3y246nCzIlgqSKk+sqkUxsyJdrm8lWz6HELGfacKRx0Gcw3ERhAugs6oX1UYUEeIJtgYwrAM0gUGwdSjCmB9Gcg2rBizCNmPjCuQzSSIbShzJVqbbXxP1PIZlP42Rmyilvr3GLm6uop7aYev8HIzdz09PSil7otS7969e190GtPf37/g9nGFcyuVSoU//dM/5bd/+7eXdV4xibjeQ2vv6iuvvML3f//3t23I8PT0NMePHyebzXL06NF5jdVrMcT8XsbGxrhy5QqWZfHCCy+0fZ5jzL2Razwar1wur9gTeaFjPAjf9xkdHaWjo2NJ1cetPCxyvVK5wn+5/Qk8U8UWUZlOTUvSsk5PyidaXy3gOFNIAS6GWuCwLhWtqVV0lY2p3dzxzjXXV3vtLZSCYbxGNW1WdmKpkBEvKjASSNa5uyinz1M2gAc99lYq4e3mmmxsvD+/Qngfk/6Z5nGysh9b2tT0BDm1HoFNRnYR2GUwOwkDTegbTOBTMjUstQlpC9KqSKDHcGQHoa5jiQyW8CmFkf2hNlVy6hDTzvHo+gfgiG5smWK2ZdB60TpIOThOs2VG5ElbfQ2BVCiRIat2E+i7CNmJQ1/kziSdyDPYOoIxDZsHAaGexZXb0aaGKwephyeJC4cURSyZod4ivq56CuwTWMKnHkLkEbwPv2XNV4lNSFEj0LGJvsBVzxHqK0jZ1zDLz6JECiH8qCLYCMBCCYExFYQoYEwdIXrIZ69gcDAmwBgHrzaIk51LqRuzCSWugmmdanOYlDqByOjGmquFUgeRei76N/RFZhN6vCViHUSKWTQdgIzOS2SQVButNr8OovjA9/dKaIf14XK7IxzH4ciRI3z5y1/mPe95T/PxL3/5y7zrXe9a8DkvvPACf/7nfz7vsS996Us8++yz993n//t//+/U63V+5mcePLBgMRJxbUFrTRAE88rK2+WRGw803759O1u3br1PHNZSXI0xXLp0iWvXrjEwMECpVFozYYX5UeX09DTHjh2jUCjwwgsvtO2LyoMi19gtxhhDvV4nnU43Z64Wi8UHvvaHifbXxr/C/534P411ugA/VNR9yFgu1dBDkKYa1CjYHvXQQggJRpFSs2hjoVBsSG9k3L+CJVyEgXXudib8a1jCwZEZOlQfnplEIOiyNmOLNFIKjAnI1DfgplLknByaGq7cFvnfIlBC4JkyHWoTvvYoOuuY9i8SDenWFK2t1PQdamFUSStx6LS3MurPpSY7re0E8jaBE7XDhMbGCgeZFceaHSMpvQmj7lA3NSyRRZEnY60j0NNY/maksMimuhHCx6BxZHfDNSpNYCZIq81o4yGNhZAh1TCODgOyagflFqGzRJGULFBuqWLOqIPUw/OYxjqxwCFr7aLeXHMVuGoXmAoQRob62FHrDmUIdhNqTSaTw8bGMIMt90d9tmSBiZZqY3DVYYLGvo2JTSZ8tL7W3EbJg6AvEbZEtZY6gm48TxC5JFmiGzc7iTaDhKFFrd6JNLNAJ5bVh2XZWFYBiyr1cBdhUCeTtpCyC6GvE81WLYPYgjTTCBOlvjGT0ZqreRnRmA0718P6rYY5xG9Fxv1rQDvWXFdSc/KBD3yAn/3Zn+XZZ5/lhRde4NOf/jQ3btxo9q3++q//Ordv3+a//tf/CkSVwf/+3/97PvCBD/CLv/iLvPTSS3zmM5/hT/7kT+7b92c+8xne/e53P7TnfjEScWV+72qcrxdCtCVVG0dts7OzDxxo/qD+09VQr9c5ceIE9Xqd7/u+76NcLjM7O9v247QSf8iuX7/OhQsX2LFjB1u2bGnrOuli+7p9+zZnzpxh69atrF+/njAMmZ6eZmJigosXL1Kr1eYNOM/n84uuwdz72GdufYortbPYQgEhoQmimajpaO1ThgpLaLpTjVaN0AU80lb0sx8qOt08I1603hp5+25mqD43rWa9u4dR73Qz0uywBvH0NJVgInrdtiIjNrZEp9Bj72TSv0rYaFFxRJ68VWS0Ofw8Mt6fDq6ghENG9uOKIhIwJowqgo3AlWkMNRy5DWN0lC5VLnU9hjIDBLqKo/vw5XlipQ0DgRKSadOIDm1IhTuYDb/X4sqUJacG5qbcAFm1G89cR+tKY5scWWsnvh4hFVsSyg6kqYIQZOQRjDFYIoUxJRy1LUrf6hBX5fDCufRtSu0nCFvTt4q0dZBaw49X2CCDPoQewzNzKUJHHSHQx4mjakEaW+6MhqKLjQjhIkUfklrj/tADRiBFGqiA3A0E0TBz1YsOLwLR2DohNmOJGphL0XtFgOUeJmWdbB7PGEWlto2UdQo0uBZ4poiiMGddCBi5D6mHQCgM6xtrrusRZgYtnyKKWBVCOAiqeNbPNHpY21OwuBDtiFxXIq4/9VM/xfj4OL/927/N8PAwBw4c4K/+6q/YvHkzAMPDw835zwBbt27lr/7qr/jVX/1V/sN/+A8MDg7y7/7dv2v2uMZcuHCBv/3bv+VLX/rSil/Tm15cH9S7ulrBax1o/uKLLz4waluLNdfx8XFOnjxJV1dXc5JOtVpd8/RzvP/Lly9z5MgRurq62n6MeyNXrTVnz55lZGSEZ555hq6uLjzPu6+BvVqtMjExwcTERPNDF89c7erqmmetGP/3jD/Fp29/knF/GImHQRFqm2qoKdiGWc9FCRtH1jB4aKMo+RadjocUUYpyupam4NaoNG7mOdmFIx3G/es4IoMlHLrsdZTDUfKqDykscqqHup5GyHQ01Fy6lGYmkZaiz9mPMdHQct+U6bA2owlQKKQIqYbjWGTR1Ol2djHeGDcXmDIFtZlqeAvPzLk09dg7Gfdfbl7PnLUZ34wz60fbRHNb9zITnGw8J0WKjQTMEoY+pj6AxELoNNoJyal9jesnsIUi1DOk1Xa09nBlLzV9Ed0QP0WelOprrrlCNIO1HnyvKZCikb6ttPoIyw0oUaEeXmo8Ysio5/H1JZTsQeAiRR4pLCBsVAQLahUPRYByJcp0ExoPS/YR6guAC1SQdGHJDsJGZa8BbLkf9LFmJTMIbPUsOmytCO5CyiK6ZSCAlPtQ5i4gozVWHKQcjFpo5KHIuMFE7UX5XAWtDxIGNepeiDIhHtPYykEpD18fwOFcNNPVRD2sUh26Z9JNZzREQF/Hs9+Hb/+jVfWwLoV2FDSttFvife97H+973/sW/N1nP/vZ+x5761vfyquvvnr/xi3s2rVr1WYyb2pxfVjv6krTwq0DzXft2sWmTZuWNNPV9/0HbrOS4+/Zs4cNGzY0j79WhUAxpVKJY8eiCOX5559fs/mMrdezVqs108BHjx4lnU4v+hrT6TTr169n/fr1GGOYmZmZN+A8XgcfHR2lq6uLy7XLfG74P+LpGiklAE1NG7LKJ2N7QAVtcmSs6WgN0BhCXaRgT2KMJDCK8arLukwVSxoUDp1qkLK+y3QQrbG5MkVWpbnjzbVMDLh7GfLmbgDd1ibK/g28VImqAeWl6LLXz6sQ7rV3MRNcbphOxBHseqb8c9gijyVcCtYm6nqctFpHVqzHwsUSYPDpsp9qFBw5hJSQsgebQjT1RhWZCeaOlVNbqYSX0KoOCpSdIi3WU+McITAbgqwPYNkTVGUUnQokeesA5XAuCkvJLQgCtCnjqi0IY5OS3WhKWNa+yHjCyEbV8CwptQ+Nj0UGY0YJTZXYmCKjnqLemK+qDSjRD1Tw9dDc3189g+OcRIgQPwRwcNQegpYZqEpsRuKjzSxSbkLgYslBhJkGtY94LVOSBkpI+RTgY7RESjB6GBpexpY6jNANA4l5U23mXJ+gN4p+G0VQElD2PlLyNlLWm1uVa/tI25epe1kMKRB5LKuAbTShfBpQGGNF7T7U8exfILR/fMHPQbtZbUFTpVJpSy3G48SbUlyX2ru6kmhypQPN27XmWq/XOXnyJNVqdcHjr+Xa7vDwMK+99hobN26kXC7fN82mncRFU3FrT19f37ItG4UQ9w04Hx0d5ezZs1y+fJn/ee3/y/XCRaQISSlDLRRgUkgZUA0DXJOhHgYUnegGr42gFiiKTpTCDXVIEBTZkJ9rSel39jYKmQwCRY+9Ed9MU9ezZFU3jsjiyhSeLtFtbwMT9bhqUyGlNjM7M0MmlSXluISmTre9C21C0jJPVY/gygKh8XBEB5oZZoKoKMeYEh3WJka9OWHLqw0EDFHXE/EVocs+wGSLj29GDmBLj9kw8qyV2HRYB6jpW7hqHRIHW+QRQgMav7wTS1mk3RyBPY0f2mivjjE+tuig7F6MymoJyag9+OF1dNPaT1Kw9lNuER5HbEDgETRbWAw563DDGEI3npXHVRsI9HUsuR5BCkv2Y8wsQigsBjEmalmCEqG/HSFCHEdhqQJBeJU4fWvLfRh9DU25cd3Atd6CDue8ZgWdKNmN1nN9rlLuQXAdo+fWam31HOjzILqBFIICQqSAIJpqgwBsokWUWqPQyAM6UeY2obHBBAhhEPIQ+dRxACxVI9ACHdqk5FUaMx6oB5tw1TRCBNTdf0toHX3IJ6B9rHbNtVKprNoZ7nHjTSeuy+ldXa64rmageTvSwnEaurOzk2eeeWbB46+FuGqtOXfuHENDQxw6dIienh6uXbu25unnkZER7ty5w549e9i4ceOq9xeX42s0xwe/y03vCrYxIHwMAdK45N3o5lkPFa6ElKxijKIWKgSCrKUJtEsQWpR9TWdqlqpvI4RhR2YHd71LzdFng84Oxvzz0UQcIK/6CCgx7V8DIgemdc4ORloEMSXWUeIuU16UmrREik5rcN4g8257N7PBZUICLJEhJYq4Ko+vZ+iwdiCFwhUFDBUEHWTVBowBS7r4Zpqc2o7Bw6FAYEao68nG+Tjkre1MB61D07dR1RcjX2EAB1y9m3L47SgEk5By+hECfHOh8SyDLm2nnr6JlFkc2YMlO7BlZDqRsQ4jEAjjREVRpo5FN9p4uLIHX19AkMFQQol+LCHxYgtEAynr6UZxU2w3aJNVe/DD70TXzAEd9COEbgw8b5y6PILWFxAiixQ9CJNFyQKCGqoxlxVjR7NTqSDkQSIbwgKYYaLCMQsw2OrpuR5WM0sUnQJ6LvpH7kPq67T6Bkv1lqYRhKVAaxehdjR6WPuJvIJ7sGQAtiCknzDUeL7CBFXKQYoLQ/8PlFugs/M2XV1dK5qtulzCMFxVsWLc5/pG4k0lrrHf7FKdlpYqeK3evHv37mX9+vXLLt5Zjei19pDu3r2bjRs3Lnr8lY6DW4xqtcrx48ebKdlMJtPc/1rZVgdBQLVapVarLTpIfaXFUxPeBH/d+xU8r4TAR0iXIMxQN1XylqQS2MjQxrErKOEhBMx6iqLjIRsOPpO1FEW3St6N0rP1wMURKYa9yDBBIhlwdzLuXcQSLlLYdNkbqYSjCJGiy9qCLTNYQmOMps/Zh9HgSJep2hgpsQHLUlEFrrSp60kych2+rtFpb2Y8OEHc4BiJaJ1JP/a6jSbaTLRYEqbkOpQwTPsjzW167KeYmbefXmyZxdOjpOVGpHBIyV5CZnDYSqM5hupsDRyPrLUPrX2kSGGYItCz0IjR8tZBKrnjAGhK1Oqd2HIK355onlPWeqbhuBRHpxnSagO1sHXNdReYiajQSW4Ak8JR69DMRi03SMDCQgFlbPUUxvhUqwbbKmNMCXCAOq56C0E8l9XMICjiSBut566TkntB30JTannsLRjznZZ3UBZbbgF9FcQAkEKIfiTV6HxEb+O8UtFjciexT7AQ65D6crMiOAjzYDqwYoclM40RO7DNJQQzzR5WoZ7BFScx7noqzr9jc7rA5OQkd+7caS51xKPeurq61iSjFIbhslveWqlUKq+LQ93ryZtCXOM0cFwNvFSnpaUIXjyiLQiCVXnzrlRcPc/j5MmTlMvlRYWmHcdZiMWm6MTXdi0i19hYH6Kigwe93uUK7KnZU/zpyGfx7BppARBSC+vkLUNWRp6xdS9FxikDinoIQmdwZZkgsAiMRcV3yDk16iEYnWbKE3Q6AseqR85DuBSsPHcbQhsajwF7HyMtQ8uL1noq4U1qegqIC462ReurKagZ6GYbFX2bmbBRbStSFO0NjDeckpRI0WntoKZHkaTosLajcHEa/aKd9lPNfSMCtKlhiRyBrpG3+yj5FyJTe3wyajOhnqISzrkLddpPMRXM+be6og9bCEx6CJ+oz7VgH6IczFXDKrKk1Qa88BqOHECIFK5ch1FThCEE/joCPyD0FMaZwbZ3oKzo8+ooBz+8SZy+TatDeOFpaFQkC2PjWvuotaSUbbEBhYffWhFsHcZxjyOEbmiTgyOfJtQXkCI6p6gi2ItcmBpFUMKkEVRB7oiOaXyE6MXoC9AQQyH6Igcp03CdMlMIua9h8NAy1UY+i9Cta64plNqBbBFyw3rQAUpVMGJD1MMqB5DEPayiIa4ZhCkTqB/Ec/8FQnRSLEKxWGTr1q2EYdgc9xbPVs1ms02hfVhr2lJph4lEErk+Ydzbu7ocC8OHRa537tzh1KlTbRlovpK08OTkJMePH6dYLHL06NElpWXaIa6tfbOL2Se2O0KGuTXdzZs3MzEx0TYvZID/fed/8fLM15EYXAGVQGKLPJIKngZpbPwQOt3oJqkNeEZRdKcACDXUvDwD+dimzjBd7qQ/M4kUUfzVaQ0Smlmmw1so4eCKHHmrm7IepaAGkcIir7rxzQyCDIWGS5MAjPHptfcxXZqm4HYgqJCW3YQUkFphK8VUcLF57E5rBxP+KeLwJiW6SSmbCX9uJmuXfZDJYG7t0hEdZFSBKX+uz7RoHaAa3kAKh7TchEUGS6Yw+BSsQwgkEgtJgKaOV3WQtiHnrqMeXkGSRlPGEetQQlANzzUOP0Xeeopq8BIQggBpZ8inNlNvpHgN4NX6seypqD+18WhGvQUvPIsSnZEYUkTJuCI4WsuUOEh8oI40vRhTR8lewvASRqdBVlCiA0t2EzamxRimscUe0GfQzLWr2eo5tP4b5t7NWZTchGkpghJiK5aoA5WG61IKIQaRZhrknqhat2HoIMwsyIOABzqMUs/6GgaFIMSInUhzB9eOjfwnQR1B6ZdaLA8lyEONHtbvx3N/B8T96V+l1H2zVScnJ5mcnOTSpUtUq1Xy+XxTbAuFwoo+V4+qz/Vx5g0rrov1ri6HxQSvdaD5/v377zN7XgnLET1jDFevXuXy5ctLrkaOiauFH+a/uRie53HixAmq1eoD7RPbOW+1dYLOoUOH6Ovr4zvf+U5b9h/ogE/d+g8M1a9jCQPUMCpEhS45JxLKWiBwRAqlqgQ6RTXQ2FJhSx8vyOKHgnKg6Ur5TNVSOFIwVXPoSpXxAhtLGApBN+XUEKaROk7LAkoIRhtTZQSCAXf3vPXVotqEZyaotww2T9PHtDjVXE4sWtuoieHmDFSbHB32RqrhCDm1oSGKnY0ZqAJXdoMBS8SewbvQxkeisIRPLbxDdFvw6bQOzc1bNVFqWEufmWCuqjlyXDrWHEuHncIS/ZSClkk4chehGUMbgyMHEaRJq260mSWjDgISIWykERiqpNRBMH40USYzQmBsjLEwaMLKJurZSPxDU0KyHiFGqLdE1Wn1DGH4EmF8Tjg4am+zIlgqMGE/ylJoM4kUG6IZrGIQyQzIXdCsUr63IjhEyjRGX29cpwAl9yPNNTDV5jko8RZombQDaaTcCi3j6RAbsGSAMFebD0Xj4m6ByFKt55AyheOuj+awymfijRCkEGYGz/opfOcDIJZ2K7dtm76+Pvr6+oCoADMW29OnTxMEAR0dHU2xXagPfCFW04pjjKFcLq+JFeuj5A0prq0WhsCKhBUW7nMtl8ucOBH1vrVzoPlSxTU2pSiVSg80pXjQceDh5tYLMTU1xfHjx+no6ODo0aMPTCe1s/r5+PHjzZF4ceqoHeI9WrvLfxr6BNPhXTAahUstzGCokbMMXqhQpEmpWWxZwgbKvk2HU0eJ6LVN1gSdrk8xHbdMOPihZGNhCoiqTbNiE74d3UCFkTi1XjynhFKKrOwjpXK40kGbOj327mhEuUyhTZ0UuWgnRuMqhwlviAzrQQZkVR8zwWWCRlTniiKuzDLhn26+xl57P1P+d5viZ4s8adXNdIvjUae1h2p4iVrD8UiSIm/toBxewZXrkMIlLdcRmhJCSBzZA0ZiCxdNiYzaiyFAGEOt7qHdiUbBUYW8dYhKcIo4NSxNmqyVo9yaUpbbMXqMsDnlxpCzjlAP59YylShiy17C3B0w69ChjV/vxDATVQdb3Vi2TcrKISkj1QEwPtoEjYrgK0Q9rHWC+mYcZxRtGhXBgCvfgtZ/zdynPYctN6LDuSheiq0IMY3Rc2vDlnoOoS+D6AQxgDAphCgCtYZHcEOkpRMVNsm9RFNtMlhMw7xxcYfnDPkNuLYk0Huw9Ny1MhQRogtpruHZv4Rv/9KqelhTqRQDAwMMDAxgjKFSqTTFNu4DLxaLTbGNJ9fcSztMJJK08GNOHK3GN/bVpCqUUvMm0g8NDXH69Gk2btzY9oHmSzGsiMWtUCgsOQ280HGAZlHXUjDGcP36dS5evMjOnTvZvHnzQ4W5HeIXp727uro4cuTIPDFf7f5fnf4u//Pun+KbOilpQAZUAyg4IVJE2Y6y55K3KwTaoq4NlkkjKaN1lmqo0dpFUqISWAjfip5vW1iyQj1wqYcaYVK46euNoxrWubu5K89AY4Cb9joIxSwzdlQkI5D02bsYqc9FsB3WRkIzyZQ3DS4ESHqs3Uz4J+a2UdsJmSU0Hjm1EYVLWhXQpkLR3oeIDBIbM7erFKzdhNojo7qohlcR2ICPIzqxpctsIzoNzAwd9kFmgjmBVmTIqfXMtLbsqB34DENqNnZJpKCeoRqcx2qY+luiGyUCBIaMFc0WlaSAKsZksVlPqGukrF788AKCHIYSdqMdx9dxZe80Kfcw0jrOnLuRja5tIJTHmgIpzCBKhfMrgtVhsM6DySBVL9KksVQnmGpzfRWjkMIGM4uU+zD4CJMDcxeYi06jVpu4IniSe6faRCexEUkdwtG5h+TTKHOuZZi5AnkYaW6C2NSYw5qhVPZIpy1CebhxDIkQFlCibv0LAmfOT7cdCCHIZrNks1k2bNiAMYbZ2VkmJycZGxvj8uXLWJY1rzgqLmJ6FMb9jztvGHFdi7mrsYlEPND87t27zbRku3mQYUWrN/FSxW0xWsV1KQRBwGuvvcbk5CTPPvssnZ2dS3reaswqjDHcuHGDCxcuLJr2Xo24/o+R/86rs9/EEhJbSko+pGQKS5TRBkIjCEKHnoaNoTaSaqDIN9LE2vjU6xn6c3fjM6Zc76E/O44U0TnN1tJkbE3amsIASrj02puYDm+QkZ0oYVO0+qnZk6AFOuwl9ED7AbNqlqy1Fcu2SNtpjKiiTTeOKFCplsi7XUz7cz2W3dZepoPzzVFptshSsHqZaF07tXdTCq6gG9GpwqVob2E6mIsOs2oroZ4m0GVSciByYVI9hGaWvLUfGuurlhCEpkrO2o82PrbI45khMCr6h0XO2ka5OaS8jC23EZrLeI0iLTDk1BGqLQVISnTgyi5qLS5MrtyLNncAgSU3NnpY+zDM4qpDNMa4o7AgN4vW+wnDKoFvY8QUlp5BKhDCoDhMGH6PSANKGF1DqfWE4bdazmE7MInWcyPelDyCMcdomivjYquDYG6A2NyYalOMptpgQD4btbAaG0lAVMzUAdSA9ShztkVYrUbRU8voOdGFFAU6cw3bPh3NYVVmDIxP3f0IofWD972v240QgkKhQKFQYPPmzWitmZ6eZnJykqGhIc6fP08qlaKzsxPP81b8eYzTwom4Poas1dxVpRT1ep2XXnoJx3F48cUXV1Vu/iAWS6P6vs+pU6eYmZlZURp4oePA0tpk4mHuqVTqvik+SznOSj5sQRBw+vRpJiYmHijmKxFXT3t88uYfcNcbaqyvlggNCGGTtktoA7VAYRkHJX2CMEs59MiqVOTRGnRQCQJqAXSmYLySIW1ZTFShN12l7DsIDEGQIePM4KrGLFXZiSNd7jbWV8Ew6OxjpMWBqWANIFQVz41SjnUjyNbXMy7ONbfJiAGkqjNLVLgkkPTY+ymFN0ipHhQOKdmFaHjfdtoHwQgs6RKaCnlre8OP1+Aql1p4C0kKTY0O6wCl4AzxQHRNmqzayHQwZ4mYldvxzDChmSv26bAPUWox2ics4qgMnr6NLfsjgZYDGKYQcgtRr6jEEi7alEmpgxjjN87TEOghaETRaXUYLzxO0+vXuLjWTurzKoI3oqjim7vNxxznMFLNTccxxiKobUeryxjdi9Y2UnaRTdnRcHT1lsafxUEKD0wGRC9G1xByPUafYk5Y89hqPei5v51gC5IrzJ9q8zRCn2Cu11Yg1bOohohGA857EbIPYabQcmfjdXcgRYhBMznrkk672FYWKapo0njuh9DqAI8CKWUzat22bRtBEDQrkYMg4MSJE+RyuWZU29HRsaRK5Gq1ijEmWXN93Fhu7+pSMcYwPT3N+Pg427dvZ/v27W1NA9/LQuIaj6jL5XIcPXq0Lf1pS22TiVPgW7ZsYceOHcu+risRv3K5zLFjx7Bt+6Fivtz9D9Vu859vf4rZcByJRpCiGmSQsk7OCtFGYEyGrFXCknF/qkOnXUfJGmlgqiYouj52prE2KWzQgs0dUUrXGMOdcoGN+bmbbFFtwmeaupklI7twRJaMyhKYMt32TgQSV2QbPrud5M0gBoMrHTxnmpTegq9rCC+NJ0cxKoqmpUmRk/2Mt6SGO+2dlMIzDUvAhpuSvX3eTNac2oxhnJlgeu551lOUggvYsojExZXdiIYncsE6ROTs6wJVDFswJiDUHimrk1p4FUkGTYW02kY9HCEUk2AgNFPRDNYW711FEUd2UQ7nIu+02kNoruDpuXaVjDqCry9iib5Ge0xnVDuBbngER6YWCg9DDWm6MaaGkgME4WniKmlBAUetI0zNfUnxaoO41jWgRNj4GJjwEJb6HnGDDtgouQ/TkuKNzPddMDWQOxE4QHejh7UX5FbQIYgcgsnoZ1MHU0PJTcgWQYYepHAROlofFwaM2IXiNKIxkaczB54+iGW+h2GgMYd1E48LlmXR09NDT08Pt27d4plnnqFerzMxMcH58+ep1+sUCoV5lcgL3UPL5WjtO1lzfUxYae/qUohToWNjY+RyOXbu3NmW/T6IuDI5Fox4jbPdE2WEEA8sNgrDkHPnzjEyMsLTTz/dNLxfLsstaLp79y4nT55kw4YNS1rPXo64vjT5Lf5i7M8a66shiJCqX6PDDYn6JC1mPYeC7VMNLUQQpeuUqBPoHBXfIEwKbUrUgxTTnoXRCkeCEHVqfoZaGGCRoz8zSagFSmpmyutQuRvNCTc52YMQVUYbDkwA/c6+eRXCedWPoM5UMNZ8rM/Zz7g41fzZDrsQBsrBKNJ0YUmHnOpBmjoFazsicqdFCtlYX92DMQGOzOLrEQKjAQuJTc7a2KwIDnWFrNpBTV8maEangk7rILMtBUi26MWWNrPN1h/Iqafw9BUwFsoM4KgCjsqBqTXXV4WxUI0138gj2MOmSGiuYppimCKltlNv+A9rprHFZrS5Qajn1i3T6vA9FcE2jtpHoFtTvJsjn11TRsntCFyU6ME3d5CyDyUt/MAn8BwwE9TNIJbSKKVRsgvDXO+xFNtQTBP7/2JAyMMI/S1onoNsRKwtPayigJL9SHOsEa1mMHIr0tQwQmLEPsAGUUBSQ1OIdq4DJqZCujrKhPIw9dTvNmwUHz/i7oN0Ok2xWGwOKq9Wq0xOTjIxMcHt27fRWjcnUnV2dpLL5RBCUCqVkFK+Lk5SrydPpLiuVRoY5qLFTCbD7t27uXXr1sOf1AZiMfE8jzNnzjA1NbWsNc7lsNh6aKVS4fjx4wghmgb4qznGUsTPGMPFixe5fv06Bw4cWHJb01L3/yfD/41T5e9gC4UlJSXfJqNyuGoaMGgDWit6Ug0zBimpB4oOJxIXberMehkGcnNGBGG1i470BEpGx6/6WVJKk3eim3+oYabcSzE7gSNzKGw6rcHGjFZFt70ThYMlLDQ+fc4BDJHcRVN16tgiR6g9cnY3U/4lGot42LV+SE0SNAprBBau3kBJnoju8SE44QBYswTMVaL22AeZaZk644o+LGFTC4dxZX+jZWcAzQw2W6MCKCMb51gha+3HGL9R+FTB16NEdn8BBetwc6KNsKK/qRI2lWCuajmt9uGFVzFNMwVBzjrUNNoHUPRhyzyhHsWSm5GkUKIPRAnoxmLznEewmUbK3WjqGBNiyQKBnmsRsuRO0CPouBrXgKuiiuC4wD/ULq61G1vOfbnReh1ojZJnGz+7hOFuUvYUqB4Eg2AshIh6jVHPNKq5Q4TII7gT9bmaGpDCwiDM5cYrNhi5EaWvRIYUjbevUUewWnpmDRIjD7GueJq6eY4g9Xsg2tOVsBbE95J7C5rS6TTpdJrBwcHmumostlevXmV8fJw//MM/ZNeuXaTT6RXdwz/+8Y/z0Y9+lOHhYfbv38/HPvYxfuAHfmDR7b/xjW/wgQ98gNOnTzM4OMgHP/jB5uzXmKmpKf75P//n/Nmf/RmTk5Ns3bqV3/u93+Od73znss7tiRPXOFpdizRwHC3GA83HxsbWZMbqQsTi+u1vf5tsNsuLL764Zsb3C0WVd+/enWeIsdoU+FIKmuKe2Vqttmx3q4eJay2o8u+u/x7j/t1ofVVEa6pSWLiqRGAktUBiizQaDy/MUQl98iqFoULdLzLj+whjkbJ8RitZ0spiqga9aZ8Zz8WVkpKn6HBrpK0QrSEIXUqeoqdR7FTXdQacfdz156wEs7IHJQTlZm+mod/Zz1hLijcte7GUaHnM0Gs/xUR4EYcsadWDKzsii0Q0GQ5iooAH31TwqxJMFsvSZGQnFXGtub6aU9vx9AhVHX2BCMwMRfsg08FcCjRyXJJUwtvNx/LWQarh6ea6rMSJRsOFV3HkIBKXasnBTRPNjbXiGaxpjCkh1VaM8aMWI9VNPZxL1TpyC5gZfH0pfrmkrMON9dXofSRwSaudTY9gACU2IEVA0BxcbuGowxh9CyF7gQ2RM5bMATWUegszM9Nk0mkcuwBmDCG2YEwVQSeWHAE51dy/0btJ26cRwkSFRUYShntxrblUN3QiRSfoub+fENtRTAIzkZ2hyGLEDqQZw8itGGwwEmQOSTWaamNCMAFCFpH6JjdG30K69/9N5jEWVmBekLMYQghyuRy5XI6NGzeitebKlSvs27ePL33pS5TLZbZs2cIP/dAPNf897Iv25z//ed7//vfz8Y9/nBdffJFPfepT/OiP/ihnzpxh06b70+dXr17lne98J7/4i7/IH/3RH/HNb36T973vffT29jbnuXqexw//8A/T19fH//gf/4MNGzZw8+bNFa0HC7NWBrBtxhhDrVYjCAIsy1px7+pCtA40P3ToUDNanJiY4NSpU7z1rW9ty3EWIxb2c+fOsW3bNnbu3Nm217YQX/va13j66afp7OycFznu37+/bZMpvv3tb7N58+ZFPyDT09McO3aMjo4ODh48uGwLtlOnTpFOp9mxY8d9v7tavsZ/vvFxSuEkEoMSLpUwxBEeGStEyYAgzGHLGaxG9OmHOZyWn6dqKTocD8eK1l+rvoUwabJOFAnNra9ONY87XsqSc32UDDDGoidVpKA68cwsUlhILByRxVAHTJQKNeAKF89MYwgIjY8tMvhmipoeR+Mhsei0dzDpz0VmBWsTWk/imbnjdzkHmWoRaFf0YBmDL+aKfWxvG8YeRskUlkxjkceSTtSnigQEiqjKNTQ1DH7DML+XWniekDIGD4suHJmn3hS1eAbreYSM29ckOesQ1ZaIOUopO/h6boB1Wj1NqIcbw73dqCJY5TGmRhSxR8GhIxy0mcDggakh6MQwhCFe4zbzPIIBBBkctRWt56Jor95LyhEIMZdmVvIQRp8lmkqTRogsltwNjDXWVi2C0CL0DWFQJQh9lDAoS2FbKRxrCkENKIHYjsVVBHPj4ow8gmpZczVYCLUfpU+1PNbSw2r9I/5/39zD0aNrV0TZLiqVCi+//DJvf/vbV/T8r3zlK3zgAx/gk5/8JF/96lf5yle+wtTUFBcvXnzg855//nkOHz7MJz7xieZje/fu5d3vfjcf+chH7tv+Qx/6EF/4whc4e/Zs87Ff/uVf5sSJE7z0UvTF8pOf/CQf/ehHOXfu3KoGEcATErnGvavnzp1DCMGePXvaJj6Tk5OcOHGi2TvaGi2uxQDze2ltdQEeaLrfLuJK3nq9zokTJ6jX66vyRV6IB0WWN2/e5Ny5c6taT15s/18b/Qp/dfd/ERgPVwYgNJXA0On4hEYjsJmqOxTtgErgYEtFPTQ40gOTpepLAl9iZB0/zDJdt3GEg6d9UlZA2cvg6QCHPOsyk4RaoWTI2EwX3fnxZqrYhC62gLt+PAXF0G/v5473PeIINiO7cKXNVDDU3KbXOdAwgYiitZToJKUKVMM7ZNUg9WpAhzuAkjWEzJJlU1TxKixCU6Zg7UEbv1F4M0NdjxMLVF7spexE56NNmaDWgaWqaDUnMkXrAOXgeLOnVZIia22lFM45LqXlNqCKpoorNyNwSMkeDLNUa5tJpdPYlosSDtpM4crdGOpIk0KIaXx9s/l60+pZvLBxTQwI0rjW1nntOLbYhKKM17Lm6liHCcK4IthC0oGttmHMOErubQh1BgUgwkYPqwZjEQZj4ATAOqCMFLsxusU5iSAaBNAoZor+Wr04MgPOjcjrHwj1diRDKDlXiFX39pN1LoFIY0QxqjyW/QhK6HjmKgopHKBCKCOzCwxIoRBmmLrzYTz1k8DX17SIsl20o8c1n8/zjne8g3e84x1AZB7zIDzP43vf+x4f/vCH5z3+jne8g29961sLPuell15q7j/mR37kR/jMZz6D7/vYts0XvvAFXnjhBX7lV36F//2//ze9vb28973v5UMf+tCyX+NjLa6tFobxHzAIgraIT+skmcV6KZdi7LAaZmZmOH78OOl0mqNHj/KNb3xjzce0QfS6pqenm+PpljsebykslBYOw7DZL3z48OGm3+lK998qrsYYPnP9P3K2/F1saWNjMesbMsolrWYQaARRWq83FVUnSiGph5reVK2xDxirZhgszK1VVoMCHanJpmh6fgYhDR1uFA1qAxOz3XTmxtHaoeqB73WwpaiwhE23vROJjS0iw/w+Zz8Gg0QiCQlMlYLaQqDrFOw+Jv0LxLfzvNpIYKabM1kB0noTs7wa+9WTkr0oIanq4eY23fYBZoO59hFFlqxaT13fJiUHkcLFFT14TBEGBl3Po7XGESnqbgXH2oZUGqM1tkpRDefcnHLWfmrBhSh6jK5iYwZrlCZVGdCmF21s6i0p5Yx1kCA8gzFe41lZUmovoRnBljsQwkGJfOOc44pgE/kWmyoaC4WLNiVstYugJTUc9b72zHtMiS1IcYuwpT3GUs9g9DFy2bn2GEsdRoffAzIIkUXQjZLZqA+1IYaQivqXTb0xczUAsthiFIzb+NkjDA+Rc+MvU7OEYY0gLJC2Wwz5RQ9KZCKLwwZabEMxAaZO3f3XhNbb0Q13uSdBXFfrzlQqle77Yv+wtr94yS4unopZt24dIyMjCz5nZGRkwe2DIGBsbIyBgQGuXLnCV7/6Vf7BP/gH/NVf/RUXL17kV37lVwiCgN/8zd9c1ut6bMV1oaIly7Ie+o1mKbQOFH/QJJkHGTusBmMMN2/e5Pz582zbto1t27YhhHhdIuXYGvLixYvs3r17Wb7Ey+HePtd7i6VWm+pqFddSUOIPrv5/mPLvYglB1L8qUELhqAkCLakGNhIJ+NTDHJXAp6BSGFPBC4pM1X1c6WDLGmOVHJYQzHqS3nTIjOeSVpKpuqTb9chaQWN91WG2btNbiCOqGhOlTgY7RqgYQyWAtOgkJdNMhHMj39Y5+5j0X2tWEbuig7QqMOofa76+Hns/5fA2SqTIq01YIosrbaZrE+TZi207iIYHsKaOJbKEpk5W9VIO5tYyXbkOiaHUWN/0zSRF+6nIXUmEYIOy0xTkeqr6NAGRVJhyH5ZTwm+OVxMUrCN44XUcOYAUDpIslpRASMY6AsYwM10ilXOR1HHkFrSp4sqNeOF3aVogksNV66m3pG9tuRXfDKHNnLVgRh0mCF8mbPaYRpNvojVXCyFyKLEeiUFgsNQhoig22+hX7QG5CaN9pCiCvgV0EoYzKCWw5I6GsEJs9KBECfSFZkNOZPBwllZnpmiqTYvpAwqlDmOJ65jGmLnQ5KJJP4HHRG07kZDbOLaL43gYsQOBhzFFlLkNCGqpT6DVIWCuSOjNIK6VSmXFbTj33rseZuu60Patj2ut6evr49Of/jRKKY4cOcLQ0BAf/ehH3xjiGker8aSF+IW3Q3zGxsY4efIk3d3diw4Uj1FKNaPndr3JY5OE8fHx+6K3tRhk3orv+7z22mt4nseOHTvYvHnzmh2rNXKNR9O1q1gq3r8xhoulC3z25qephNMoQAo3clxSHlnLiybShA45u9KMPoPQpcupYskKKWC2LuhO10lZUe9nzbfAZOjumAIgi2G8UmRjfu7GP1nOkHU0hVSVmpfCCyWzFYfujEYH/fRlC831VYOhTxYxaFyRwjNTFKzNhMZD4WCoMRvORTK99gHG/bk2kIzsRVJlwh+BNMxi6OIgU8GJpkDbIkterWO6xdChYO3B12MIFBm1BYmLIwsYqhSsg8Rjy2ypCPUMabUdYzws0Uk9faU5t9Roiahvopxu7NuAIwYQcopKMBcxZ9UhnOwlfMJG0KzIWfuaFcGCNLbchASMCXHUfgQ2UuSJ3Iu6gK0YE2CLPNoMIcUAxlSIxKkbP4zXlAOU6AFzq8WTGBz1LEb/bYsgW9jyKXRLNa7WOSzVg9bXEWIdiDRSrEdSRqBADtA0x28dM6drkX+wPk00k1UDWZTahIyLmcwUhgFsUcOxRyJfCCAwO7G4jpK15jUs1XaTd8+gRV/Uw6q2Ns8xvs+t9RJRO1jtRJyVDErv6elBKXVflHr37t37otOY/v7+Bbe3LKt5Hx4YGMC27XlfFvbu3cvIyAie5y2ryPSxEteHWRhaltU0418uWmsuXbrE9evXlzzQPL7Aq33zxMzOznLs2DFSqRQvvvjifamPtRTXOAWdyWTI5/Nr3lMWv5bLly83qwIXGk23Gl4JvsOJ698hMB4p5QOGSqDpdDw0BoHFVN2iaEE5cLCFpBoa0rJOEKbR2kIbhaFGKLOMejYp6VANfHJ2wHQ9hUCjdZbu1BRaS6TUTJd76EiPYanob1WpCxzhsKVnLgUpRZFR73jTktAVBXJWB3f8uQKWHnsP08FFdCPH64gCOdVPJRyJ/IHjiTaUAUFa9TE1M0MhU8RQJae2RQVPRqFESCmM08eGon2IGf8kzdSwyJJVA/Mdl9Q2Qn2HajjTfF6H/QylZgGSwBH92FaBQJQIg02EgUB7LtIOEbaFY/cipcCWWUI9Ruj14LgaCTiyQD083jyeLTdgzDC+mW4eL2U9S71leowgRVptx295TIn1CBES6utRwQ8ZLLkFzATILYBCGImSaTBlkE9FFc26jlLd6PAisWm/FJsQZhrBtegMzCxKHkLq7wFeM2JV8i0wb+aqi5S7oGXmKmIDSmQRpoqROwAXQwcSPypXE+sb1z+FRQnBINrUgAp+uIVC6iSz1Q28dPYXsN1ROjuD5ozVdndDrCXtMO1fbr2H4zgcOXKEL3/5y7znPXMey1/+8pd517veteBzXnjhBf78z/983mNf+tKXePbZZ5vFSy+++CJ//Md/PC+gunDhAgMDA8vu3nhsxHUpvasrjVxXOtA8vrhhGK6qcswYw+3btzl79uwDHY/WKi1869Ytzp49y9atW9m+fTuvvPLKmq/tGmO4desWWmuef/55CoVCW/f9F8H/ZkhcwpUpHGxm/v/s/XmwJdd13gv+9pDTGe881DzPVSgUChJBSqJClqEW/fxkRatb4bCpDlmGLaPblgg5NLT97DAdbdkt26Q4i27o0ZJCtJpqW8+UaIu0+7UIg6DEAVUoVAEoTDWPdzrzyWHv3X/kmW6hUOMFWVBo/UMiK0/mznPy5pdrrW99XwoF4VFQDaRwOAc4zXTYE8S3gsRoZqM8c7AOljoF5kvDbLTZLFMOVxgL8++mm0YYB5OFhd554dLKGLPlRYz1aCcCZ6pktkmoJZdXxvGkx0NT67AuYdLfAy6XDlASUtugpDaQ2k5ubJ6eGIy1RHIaJQQrg5Jun9z0DfoAqUUJqYrUeWOgqlfVO0ncWWLbV2UKqOo9dM1lCmojUgRoUUGQIbBU9GHA9TLmBkpO41yVzHYo6HUjwAqBXI9wXbr25ZwTpaEaHqJrjkMvN4ytxrbW4ReP5WsMQDCHJw2pO42ggBRFQrUTY68j5EYEW8FppMxF+wN1BEeGsxm+jDD2PFABGmi1G2cvYF1fBWsRrbaRmdFRGJ9A7cGsYgnP5oSqkTlaKfeDu45zCtiKFCFSziJpgjoECLAWIUrAUm495zrgLFJUwL44PKXYjBYdhLvc/7lwcj/Kfns1S1gdRdvhGvozrBHHyeR7kRP/gke/NxjMf/aVjfrPqFqtRqVSeaBB9n4JTe12+57IlE899RQf/OAHOXr0KI899hif/exnOXfu3GBu9Vd+5Ve4ePEiv/VbvwXkzOBPfOITPPXUUzzxxBM899xzPP3003z+858fHPPv/b2/x8c//nF+7ud+jr//9/8+r776Kv/iX/wL/sE/+Ad3vb4HAlzvVMLwXsCnP785OzvL3r177+om6K/lfoAoyzJOnTrFwsICDz/8MFNTU7c831qCXp9AdPXq1VXnfqfLz41Gg8XFRYIguGf3nreLWlLjE2f+Dcss9GzEGxgn8IQk8FqkVtLNPEAgSCAr0LWGkgxwdEizMZaThIKMULLFSreMsZZuphn3E5qpj4+jnimmgoyizsE4TjX1bsiG8T4YG5aaVdaPXUHJ/LssZD6eqa7SDJ72d1NLX8P2CEBKRIzpdSz0+qsCzYS3i9guItFU9LaeRnCEJWbCy3VkHSIH3+4VQjbgREJJzdM0Lw7IRYoSBTVDLRv2bktqB217CuOag2253OEwA9NigkCVaJljgOxlubvI7AJSjuMxg8BDixBEh4J6CLA4l6FURCovk9lxHB1MdwwVLpKJHkmMFoHcu4r9K0UJT97QcxWbUTRIzVCZyldHMPY0QkRIMQGugJYTQBtPHcUhEU6gpA+ujuzbubkAIZo4NyRUKXUE12MX5wWjZZQ8CvarDJkBuQk6q2QK55ECcC+Tk5uKCLUH6ZZ7s6vrcGighKCLk/vzUr1LEWIc6S5gmc4FJzAgtqHtcTL1o8TBPwXh4fs5sWZ2dhbnHJ1Oh0uXLtFsNgf2lqNONPcquPBOxVoQmiYmJu76cz/5kz/J4uIiH/7wh7l8+TIHDhzgS1/60qDddfny5YFtHsDWrVv50pe+xIc+9CE++clPsm7dOj72sY8NZlwhn9b48pe/zIc+9CEOHTrE+vXr+bmf+zl+6Zd+6a7X98CA651IGPbZwnd6zL7B9v0Ymt9PNtkXvvd9/45IPGsJeu12m+effx6l1FsMB+5VVP9Ooq9JXCgUmJmZWVNgfbF+kt+9+DRd20QIi7EeTSMoqJSCTpEiHx2JvCaq505jTEDBa6JkmwhoJ5KJoEPk5aXQbqbAFpkprPTO4lhqjbG+uDSwyVxuRURaUA67dJMi7cRhsiIFr8vVeoVI+9hMo6xj/ViBsjeJdZZQhsRumYKawboE6TyktKwMZAMdk94eltIX6WeneWl4jMURT9aqt5t29iaGLoQQo5jUuweKSwKPotoMpDgySnoXAg9flLF08NmRlymdxRcRqbtGINdjXAdNFcsS3cG8qqGgdtDKhiNDkoii3kjbDEk8gdyMc00S2wNDCSV9mFgcR4gAzCRZFmDiItZfQqu9aC9AywAlFZY2vjyAI0VRAHd14K8KEOhHSXvg61wT4Qp4cjOZGYK0EuuRwmDMsI+m5CFwr/YUkgBClHwY7EWE3Ar4rKzETI7NIsh6DjYWrEWKENx1YI6cwDSD5BpDz1WDkDtQ9hgCM1BYQj6CGikhOzyE2ota5cNaBTGHdBdIvJ8l9X4GxFtbTUIICoUCk5OTXLt2jccee4xGo8HS0hLXr1/ntddew/O8gYTgxMTEOyY2c6dxv22zVqt1U9GHO4knn3ySJ5988qb/9rnPfe4t297//vfz7W9/+607j8Rjjz3G17/+9VvucyfxQICrlPKOfhyt9R0B3aih+ajB9r3EvYLrxYsXOXXqFJs3b2bHjh13dH1rNfpz9epVTpw4wfr169m9e/dbzv1OZK7WWl5++WUuX77M4cOHuXr16poC+B9e+d/4/y1+BWMTAp0AjrZ1TPgxDgb91XHf0k49AuXTSDMqOqVjCrhUEmcSKWOUKLDYTgllQCtLGAtSGrGPlo5mHDFbXB4Aa701QSVcxtP579JNLZqI2fHhA73ZnKZQuoSnc/l9k0WM6XmujQDkuLeDtrlAZtsINL4oU9Hrie0yFb0FiYcvSjnLFce4PISzBq0iUrtMqGYwLiaOO5T8KvVs2Lst6610zDmM689bSsa9/ayM6AH7YgpfeNRHiFMlvZ+ueQWHQYkKihKRWodxdQpqP0JoJAFKWBwxkToEGAQBzi1jnKXfyyzph4nNN3t4kaGUR+hFpMHQS7XbnUd7NZTug6gjUo9gzBDIBSGe2oex51Fya04qElUkBrB46lFcnsejSHE0gSDXDxbbev6qg84pWu7F9sX3HcAYkV9AuOfo355CbMlLw3bYM0ceQtjTgAQxBURIuQVBDScO4pDkdncRghZWHgAysClSjiHt63lmjcX2sl/hzpD4v0Dm/fVb3eoAq6p4fdu3LVu2YIyhVquxtLTEuXPnOHXq1ConmrGxsfvKIu8l/sIo/ebxQIDrncadAN2lS5c4derU2wLLO3HO0TDGcOrUKa5du3bXwvf3O/pjreXVV1/l3LlzHDx4kLm5uZvut9bg2u12OXbsGNZaHnvsMQqFAtevX18TcDXW8MkzH+NM5xSBDPBl3l+NUES6hRSQOVAM+6uhFhgLc1HehxzMr5aHHp3tVpmiv0Kl11/tpAHGMtjHObi4PM5spUE382jFAcYUsa5DpBQXlscJkNhM41xClkxRCDQbqiV8qenaJSI5TeY6VNUmlrOhU4snioSytIoRPOntpp4dH/it5o42O1hKR/1W1+NJQ8wZJAGSiIreQeKuE6mN+UwoQS5WT0pFH8I5m6uZuYTMLaMZI6NB1TtEMxsRTnAWTxVX2cdFaivGXac7YOM6SvqRnuLSEAyLeh+pfQ0t19FpO4rherTK59GVPNr7qE9YamNMBZN1MK6J6UzilZ5HyKGDjVazZP2yrCMHTPcK2ciIjq8extljmBE7N08exdpvkJduS0gxiRBVIEbKh0BohAsROFrpAhQeApEhXIiklv/ghEC3N2ozvEZcglKbkasy0QJCbuoRoXrbxAxS+kg3LMtbsRtJG0dAHPwbrL4ztbe362MqpZiYmBiUUZMkYXl5meXl5UG/tlqtDsC2XC6/4+M8a9Fz/Qtw/S7HqHPMjeXj0f7ioUOH1szQ/G6yyWazybFjx/A87568X+8H9LrdLsePHydN09uSttYSXJeWljh27BjT09Ps27dv8Ed2v71qgIV4gU+d+Qgt08AXAkcD6ySeEERei8wJYuPjnMWJBOMiEmsoqADrOqSmSi1OiVREoBo04zKJTUmziErQppNpfAX1WDEZpvh+DmxJJml2ymyazDOZwIOrtQrz5QVUz6O1lCmazTJT00PVINuayg3JRR8gNZPeDpayF3sm4wVKagOWFgLJmLcH4RShDHF0qXq782txBk+FxPYagZjGuE5PBOJ10Pmx8/LvelZGzM5DOYcUlnikTFrVB+hkLw6IUwKPireHVnYCLcZRooAvZ3o9QkFRH0YgkfgI0cG5EOfmMLZLqOfoZifpmwhoMYkvI2KTZ9HWrYDdgOUUsRnJTvWjxCOjMEJHlNVWMi8nCDnnk8ZzvR5uGyV3oHWIVuNIEZOP6GwBm6FkBdwlYIrcBCDDkzuwg7lT05NQTHH2+WHlVu5GuteABmM94xkpj/Q8V/t/36IHrK+BmAcRgSsgZQnIsPKR/Nqdy0vf1LBiG8J1cRRRNJCur7YFVu5D2TcBnzj8t1h15E5u+/yzdzj+5/v+oF8LOVD1yVHnz+dKWGNjYwNAfif6tfdL+PzzaJQODwi43umPPToaMzqf2mg0OH78OFrr+3Zzudk57wQk+r3GTZs2sXPnznt6W7xX0FtcXOT48eNMTU3xyCOP3FZtaS2AzznHmTNneO2119i9e/dbZBvv9xzfXvk2X7j82yS2hcSB82lnglAnRDpDCDBZSMFrjfRXKxT9FkrkGWsn0VSDDoWR/qqgyPRgXtXRjKeYLVxHCoe1glqngBLgex3a3Qqt1KJdCUGLxeYY1oHGQ9vcHKBWm6GTxQgTsmPWktkQZwXY3BRgSeR6wJaMkl5HPT09Qm4KmNCbV2WwJbWJzK3QSFcGa5zyHqKeHUMRQlYm0lMEuoAjo6IPIoRE9gGFBE9OYm1CKKvE5k0EIY4mWowRyCqtXkk5l4icoWteGel3Oir6YTojhuSKEoGapz0i7B+qXQiagMOXOxEiQItxVuwltNjd6+sblCxh3VW02Ix17Vy5WPhkZsi89dQ2dHQRR2Owhk5zF4XiM1gxLPEG6hB2pLcpmEDJaax9HSGmgQJCrkO4du7qI2chd8xFEuNEiLMxnc4ypcIOhDnBEFh9pNwD/UzU1YBxlBDIEbcdJzYi6SLskHjl5B60O4+gg8MHili5B+UWMPIREv9DOLXt5jf628S9ztYXCgUKhQLr16/HOfcd6dcaY+5LFOYvwPUBiD5o9MG1P+7x8ssv31Vv827idmXh0Yz5oYceuq+M+W5L0M453nzzTV5//XX27NnDhg0b7uhF5X4z174e8srKCo8++ihjY2M3Pce99o//46Uv8LXl/53MpcP51dQxEcQ5+QRJLQ6oqoxO5hFITTO1VPyEbhaCUzQTSai7SOGz3FX4BHRNylgQ080UWjqWOhHrS0NR+1Z3jFJQI/DyLC8zKe2kwEx1yDpttacIvKsj+whcfYLpqUt0ASRU9EZSu0JmV1C2hMs0KhmjHdSI9EY8HeCp3I7MEjPm7cM6gxYhqVtCOIkkxGGY8LZT77F/DR2EncSwTD3rm433ZlqzP6NPipKEVNRmGiMzraHchBAxxjUJ5EakCAnENJYmkdqFIBfl8ESIYYlA7cS6LsJqpDDEZtg7Laj9ZPYV3MjISUEdoZt9lbAEqQNpy3hyjtgMySO+3IJ0K1h3GUE5F8dXO8AtIuQ2QIFTSBERVFoYe5As62JMB5MUIHqtZ9qRIdiIEgnO5tKMzrWR8iCY53F0Bxmrp74H7NdGGMESa7YiXJ+wIoBZhJwC1wS5h1w8uJRLHmKwYhwwvbUluUQxE0ALxB6UO5UTnABBgpWH8OyfYsV2kuAf4+TNRQ1uFWshXHOrfu358+fXrF97Pz1X5xztdvueXGce9HhXgWu/wd8XmnjxxRdZWlq67YjL/cStAK/VanHs2DGUUmuSMd8N6KVpygsvvECz2bylhOPbnedega/ZbPL8888Pxmze7s33XjLX1KR8/MxHuNB9FV/6BASsJFCUHqFqgQDjBJqAqV5/FSuwFmb6/VWZ91c3VFYGx73WKjEeNajI/JrbqUcnlawv1cmMxDnF5VqJ2XJCMw5odwu0Uw8lMgqe5vzSBGXfJ0skmpR2u4yUFl9JOrFjZqwBzgeRMOXtpZa9kotHCFBCUS3MUfNPY8g9V1RrCu3XcWooqZc72gx7db4Yp6CKdMxZAjmDEiGhmKPWuYRPiaLeCAi0CDA0KapdOFKctfhS0zavDY6VqyS91hMwAJygoh+iMTIeo8UYoazQGtERDuUujLhI6prk5utFin09YLUNiQfkAv3QJVBHqNWWKZYK+Mons5cRVHE0COU+nD1NTvkCRwNf7SE1o5lohCe3rdII9rw5Il/hwlcG27qdrWi5QiY8hNyEkhFazyJpgzrYu0aLFCVgAcSWXBeYBMEU1dLwRQFmkUJB3zXHgRA7UZxDDAzjwclDSHcC4YbTCk4d7bnalLGiAK6Ak1NIOqTqx0iCD4G4N9BYS1W4ftysX7uysrJqvvZe+rV/QWi6eTwQ4Ho3PQClFLVajVdffZUoim6qdLSW8XbgevnyZV588UU2btzIrl271uQP4U7BtW/oXiqV7mmOVEpJmqZ3vb4rV65w4sSJOyp93+24z5XuFT599tfpmhZ+Tx84dZJACSKvjXWQGB+cBRlj0oDUOiLt4eiSmTKNOCVURQq6RjctkNqUJCszFtSwziEcrHQjxoMU38+ZtQ5HOy6zZSov80UBXKuXWF9dxtP5d1Q1klZjgtmJYZa7uFKmWmgzPdYf+RDM+PupZa/hy0oOhnICQYYjF9MHiSc01uuSZmXSLCY1HURapFZ4FaQEYSmpTTi3QtucBSBzDcb1Q6xkX4coV8FVpkhRzbEyIvpQVFtxXKdtar0VKSreYRJ7oacHHPQMyH0gpaiPkKdhDi0cxi3jiTmMaxPIrSR2tGwKBbWFrhmSehRTaFmka84Mf3e1HsQ1YtOfq82db6w5iRBlpJhBUETJcaCLp44CAudEvi5XQ8ndONdFUkSwuGpeVasjFKMT9FU0nINOaxel0lcHgoeOEF/tBDsqNDGNEkVwpzEmQOkqiM0IWoAGMQtCIlwBKRIcFRwpwsYgppD2Nfrm8A6JUA+jB/OwK7nYhBxH2z8jU4+TBL8M4t5Lru8EuN4Yvu8zMzMzqLZ1Oh2WlpZu2q8dHx+nUCjc9Fl9v2v9i7LwAxD9h/WJEyfYvn37QPD+nYwbAc8Yw8svv8yVK1fuuwx8YyilbmlMMFoG7xu638v1321ZuM9CPn/+PIcOHXpb7c7RuJ2Z+Wj86dLX+YOr/4HUdhAYrPPpZoJAJQTKYJ0gMxFF3eyV6iDNihSDxqC/2k09SkFMwcsf6olRuKzATHHo9dmKp5gMFxBI2olHnBQxzqBEzEprnE5qCGUJa1rU2+O0s4yi9shiAaJNozlJYmKkLVEKF1Aq6a3FZzbKFZeAnCGst9HM3uhlfbmkxbS/j6WR7DT0piiEmo55c1C21O2NJP4CSgYEciOeKuKrIo6Eqj5MvV4nKkSEOiBzNSK5GeO6RGKGjjk1EJQQaMp6zyr2ry9mUULRGXGrKap9pPY0Cd3BtpI+Qif7Vm7ZJoooMYEnQyAhVA+Tj6D4SCyOLlLtx7kURRWjTuP6lj1ICuqhgb+qc20kFaQMSUdBWmxG0CQb6WN66iEY+KsqBCWUOgDuai5DKDxwHlJEeNUu1hwmy2KyNMZkPi68hFZFpGyD2IgWbXA5YCgVg5hB2hMwUtqW6ijSPYfo3bcOAfIIapXCUhEhdyDcVazYBvg4SgihEBhi7wky7+/cdIb1bmKtJFfvJqIoYv369av6tcvLy7ft195P5mqt/Qtwfafjdg/jJEl48cUXMcawa9cutm7d+rb7rmWMZq79+VkhxGDkZC3jVqBnjOHkyZMsLCzct13b3YBr3/M1SZK7mhm+07Lw5y/+Lt9aeXaVPnCcwkTY7ckYOupJyLgfExuFJzWNxDHmJcSZh0RRixWVoItA0Eo8cAHGpVTDnMhkneB6u8SGQX/VkqQVCkGDyM+BwFpJnJaYqZ4frC1sj+OpRaJK0tsHmgvjbJod7cFWKQea1NYpqY1IPCI1jnFtfL2VvpeqLzwyV+vpAcdoiqRukY4ZskunvIPUezKChgY2K5LEbdrhkFAj5DpScZE4G5aUx/VDA9lCSQFfTuPJIpYOxcG8aiG3USNDi0msSwlkidReQBINhO6Laied3oiOo42gimSZ2AwF+kN1gNScGOm5OiJ9lNj8GV6viCSpEqqNOHcVLXcgRIAUVXAGhEX2/VXxEK7VmzlVeblY7sfZ4UsBCLTcju0Bcj7XXEXKGeyIsIXnbSLyY3BnBtvana0E+joJOmcAE9JqFpmc8EEdYCB5KMsIlkHswNEB10WIDchVBucVpJxBuuGMsWUOJepIe4XY/xCZ9zdZi/hOZK63itF+7ebNm2/ary0Wi0xMTJAkye0P+DbRbucVpL8A1+9SjBqal0qlNQe1W0UfXK9cucKLL764ZvOzN4u3A71Wq8Xzzz+P53lrZtd2J8C3srLC888/f0+er7crC3eyDh9/8yNcTt4kEBpf+tQSKAoPX7XBaRJr8ITPVM9/VSOwTjET5X+Q2sFip/iW/upM1Eb1+qutxMNaj5moSysOEE5zrRkwU7LUOgWS1GelYylogRSG80sThEogjE/kJTSTAGsCMpuRxB6bZofZ1ZXFMWbGGgid0rZ5GXbS28X1ZAgMRTmLEhkNOywpj3sHqGcnyQ3JBb4Yp6LnyNwSJbUDKXw0JZxOcM6QplMkWReTKNA1bFJAeh6IjLLauEoP2JM50aY9EPGHkj5EO/uzwThO34O1bYbsX8UkviyT2ot4cj2SCE/OIGiQTxGvxzmLkhHO1dByM44Yazv4agPxCMhJpghk2DMzz0PL3WT2xAgjGHz1CMYMiVggCdTDvbGaCkIUkYz1eqcpUvVHYbx8ltc1EXJfDoSUUCzAiH+rVEcoRy8wLG3XqDd3Mjl2cnBK5zy03o9cpbBURsg5pD0+kDZ0Yn2vaiIw8hA5+SpECIclJfH+Psb7P7BW8d0G1xvjVv3afuJzL/3aViv/2/7zBq6NRuPBBtdRQ/OdO3eyefNm/uzP/uyenXHuJaSUXL16lYsXL3Lw4ME7Konez7lu7O/2QX3jxo33POJzs/PcCvhG/Wb73/vdlp9vVYk43znHZ858nNR1CKXA0SZzikA5Ii8Hzm7moQVAh8RoYgOR0ghijA1pJRblfMaDJpnVWJfRSSaZLw7Bb7kTUfVTgiB/oCsB7W6ZbdM50JUiWGqW2DDWIfSG2WltZZKpiWF2ulIvUAocU+VlnIMkVSzXpikVGphkjOlwHE9EvelPw6R3EIdDIRF0SV2LUM6Q2jZVbysr2fHBsUMxSSD1KsWlitpL3Tw/EJQQUlIt7qcRDD/nsirSBLS800jKKFGg4G3GUUOIMQLW4ZzAExHWNYnUbqxLsa5LqKp0zajn61acWyGxOSAbt0xRHyY2zzFwCEBRUIeIsyEISTGOp8ZJ7LcAhaREuzHJeEUi0HjqMAKFEEVyS7kizhmci9FyCmNOAwWgiaCAr7ZiB6IMdYQrIEQTa4drzZ1prmAZGtordQRpXxxZa4SUhxH2Us8uzgN8hChQLDSpt3YSBBqTxWRpSORfxtMVtGrjxARKePmsK+Q9czGB5jKiL6bhejOs7hVwim74b7DqUdYyrLVrKh261jHar7127Rr79u0jjmOWl5c5f/48zrkB0N6qX9tqtdBav6O8me9kJEnCH/7hH/LFL37xwQHXGx/Gb2dofqcSiGsR7XabixcvYq3lve997zueMY/O1I5qI681qN9J+XlxcZFHHnnkngS1b3WOZxa/yh9d/Y8Y1wUyEusTG4knE3zZ65W6iKKu5YLpQGaKVP0aqifOEKcBkRdT6AFxahStpMRUtIBzkFlJN52koJfBeSy1NNJFtNOUQGdcqU2QGUcoAhLXwRfjLDRjqr6m2ZIUwyatdoRUKWm3SrW4iO/l95yxkkZrjPUz/XJug8z5xPYasR3Oz874B1lJj9FX+dGiSMmbYSU7jiRAiwJlvRnrakihqcgD4PLZWEubkt6FI8PaFF+V6ZqzSCIsHUI2IbwlMr3UO1sd05mmKf4UIfpqRwFFtZ3GSFbri3m0TOkMGMGKoj6MsZeRYgxPzoLz8GQJ6BCqw4DF2hRPlcnsRZSYwbgWigmk6JLa/kiQwZcbkcWXMC4diBvlGsFD+zgICNSuVa42UszgyQrOLSLlViBEiimEi0E4JPM4Z0EESNfAiSmcKwINPLmvJ3nYD42Se4bWcA6gjJTrwDyPJ8ErAmIW7fsId3bwyXY8jxZtrOzgmEHKAlKtR8k2lnH6JX5HiKKJFTuJw3+Ekzvfcp/fbzxomeutwhhDoVBgampq0K9tNptvma8dBds+mPa9XN8t1/p20f+9vvCFL/DLv/zLbNiw4cEB19HoG5pPTEy8xdD8nbJluzH6+rylUgnf978jpeg+IPXlBI0x962NfKvz3BijYv+PPfbYfZWfb3xZcs7xO+f/Pccbf0ZmE0Kda8XGKYwH/f4qNFOPcb+GcQCCWhIw6TexTuKcYKnjM11oontl304SYTFMRcNy41K3wIZSX6UophUXCYMVJsq97NTBtVqV+fFhdhp0KgjqbJjpE3scl65OsnnuGmmmaHcDunGJJDWUQ8H1a9NIodg2PYcvDVClqGaxNiNUZbrmAr6o5lmrmETIlEZvNtUSU9Y7aGbHeqVhkPiU9XaWs2ODNYVyHUIk1LPh6Ihob4bCElJERHIcQZgboHtdrH2ILE3J0oQshaZeRuk5hE7x5RSOs6R2yOIt6YfoZENgEgQU9Xa6I8CnxRxKSLrZsMQbqH1k9hzOgRLzSEJ8uR7nVui2NvdehBVSRji3gpZ7ca6LcwYtiqvKxUpsQYkmtpcpOgdaHsKZb6yao9XqUaz5GsO7VuGpwz1gLYIokos+lIEE5BEQvRIyCmiB3EeWtYi7gmpRwAgL2cl9FIM3EQNiV5N6ewdjha8j7PA+NvIRfPt1rNhKN/w4Tt6bIcjt4t0Crn3TlVFCkxCCcrlMuVx+235ts9nkv/yX/8LGjRvv+TnzqU99il/7tV/j8uXL7N+/n49+9KN8//d//9vu/yd/8ic89dRTnDx5knXr1vGLv/iLA3s6yIX+f/qnf/otn+t0OrddY//3+v3f/30+8IEP8Bu/8RsPFriOGpq/nSjC3Tjj3Osa+hnjgQMHSNOUq1evvmPnGw0pJUmS8OyzzzIzM7NKTnCtz3MjuF67do0XXnhhzXrKo33dVtrk42c+ytX4LL6U+NpnJUkpSY2WMdYGdKyhoBRjfit/JjpBZj1mev1W6WChU2R9uTY4x7VWiemoi3WW1AQ0EoEnfMZ8w1KzDCjqHcV4QbDU1CT+OPVuQtnzEXS4Xh9HSos0IaFuIZXBWklmHJ3WOJvncmlDTxtWmgUmig18v/fwLTuWrs3T4Nv0ybG+qFJUZZbSYRmzqnfRtRfBSSI513OYmcC6FhW9H4EEBEpoMtegqHZgSdCUSN1lkhEx+XH9EM3CtzGAsaBEiUjN0hixj4u8LQi9ggiHOsp0t2HClwCHcAWUqBLp9TjXyMX4hULio8hL9KE6hHUJAh9BnXSkXxyqIyT2ecDmSaFrEaqHBtlpoQyZLaPVPOnIvKoSG1Gii3FnybnTJTy1D+EWcuauWA8ohMit20RfCN8lICax5jWgDDSAAp7aCrbPvG6BK+bMcTsywyq29nSDR74LdlOOzuV2hIAjwqmHkPYSTm7EEYBTICtUyh0ye4gsizFZl24cUQzO0rJ7uZ78I8bGq0TRW6VY1yLeLeDaT3Ru9Zy6sV+bpinHjx+n3W7z2c9+lqWlJd7//vfzwz/8w/zwD/8w3/M933Nbfsfv/d7v8fM///N86lOf4n3vex+/8Ru/wY/+6I9y6tSpmzrsvPnmm3zgAx/giSee4Hd+53d49tlnefLJJ5menl5lOVepVHjllVdWffZOwL9/D8zOzg4s7x4YcO12uzz//POkacp73vOet1XseCfLwu12m+PHjw8E6IvFIpcuXfqOZMrOOa5du0ar1eLAgQNs2LDhHTvXKLg653jttdc4c+YM+/fvZ926dWt2Duccrzdf5/917hM9tSWJo0tqFdEN/dWCzvBlDlztTBFJ0KqDcxAbiSJiXakPrI56Z5L54hB46l2fspdS8HIwNhpanWm2zeQvRuNAs1NittKlFMSDa2815qlWh4zddifCZoJCVKfdKdFOBGRjGNeg3RpnacGQpJaCHzFecVT1LpzLkCiE6NAZ6Po6Jr2HWM6O06+ROlIqqsjKKjH+zWR2mXREHH/Me4jG4HMCT4xTUvNkdhHXXU8Ulgm8am+GNqOkD+e6vIQYlnHOR1LC0qKiD9GJRgX6BVkMHTHqpboRJRokI2SgSD1EYkb7mIpIHyGz59ByM5IQQREtNII091d1eYYyPjaJc9cRzOBootiEcOewDCUWPbUbZ79B7n1Kfp3qEax5ZkRNKULJbbhRyUMxjRZj4JZAbEWIEMQE0vUYq3I2n4XGQ9IBJ8ide1ogdhDKFxFi5MVS7kf3DdUdvRnWh1A9LWQFaB2Av5NKeIqO+wEuLfw9FpeavHL6TwmCYAAc4+Pja9YnfbeAa/85cjdJgOd5HD16lH//7/89f/AHf8Cv/uqv8sEPfpD/9t/+Gx/72MfYvXs3zz777C2P8W//7b/lZ37mZ/jbf/tvA/DRj36UP/7jP+bTn/40v/qrv/qW/T/zmc+wadMmPvrRjwKwd+9evvnNb/Kv//W/XgWuQoi3NTy5VfR/q8cff5zf/u3f5o/+6I8eHHA9ffo0xWLxtobmSql7EkC4XfRN1efm5tizZ89gDd+JMnSSJLzwwgs0Gg3CMHxHgRWGWWX/vO12+5YvNPd6jpP6Rf7gXG7mLURKbDSZiRAyJRCSduahiQhkHd0rCxtbpqRrA73gOM1nFSNdI7N5NtuMA8p+nVYSkjpwpoKUDZwtc3klJNIRjTimFDguLo+jhMRZgZQJ5aDAQlNT1JJm02d6xDpupTZGKaoTFfrjOQlLjQk2zw77ct2gSBw7xsfzbK6WwZS3h2Z2GttLYaUIGNM76djLFNUmpPAJRBlJhhOOqsjNxiU+1jVAVhDWx7gOJb2Fxkhp2BcTBCKk2SvLihAQO2hnL6wCq4o+QmtkplWKAmW1k9i+gidmESLCk9MIl4IP1sySZSlp4ohtE6kitJ5H6IRAbCExo+XikEBvJ+5nog4UM/iyTmqGo0tK7KRQuExmhypPvjqCMSfI+6jrEERoOZ/rEvdmZnECKSJwK0i5B+c6PXH8CNdXTgKk2IISbXCvD7Yh9iPN8+T+q71N6gjCfItRAQypHkXa53EUSNIA3xsDOYOgjZXDdQgRIVwdI3YjiMFlCFFB2lOk+iex/i+wuaTYvCXP2vqM2TfffJMXX3yRSqUy6C1Wq9V7Bsh3C7j253HvNXtvtVpMTk7yxBNP8MQTT2CtvW2lMEkSvvWtb/HLv/zLq7Y//vjjfO1rX7vpZ5577jkef/zxVdt+5Ed+hKeffpo0TQcvRc1mc1DKPnz4MP/8n/9zHn744dteR99M5tixY/z3//7fefbZZx8ccD148OAdiQ4opeh2u7fd707DWsvp06c5f/78TTO3d8L7dDRWVlY4duwY1WqVAwcOcPLkydt/6D5DSkmWZTz33HOUy2Uee+yxNWUmOuf4wsp/4PXgFFhLoCyQktq8vyp6QNrKfIr+8uAzjTRkMlgZHOd6u8hsoYGS+fefpCHOGWaL9d5nEq61Kmwo92cwmyRZgdDrMFHuDo57ZWWMTZNDy7JOXARjmJvKy77WwsWrk8xPtPPeaqdEM5ZIJJEnuHZ1Dk9J6q2ESqRyQYl6hcmqZExvZGUVGFYJVJWVkR5lVe2gZU9hRsTxx7yHqKVDMFSiTEFP0zTHe8INRQpyA841EEJRkg+BEzRqHVRZ46utOFIy0yXSM7Sz4SysJ6bxpaJr+qYBTSKxhyQ7uQqQS8ERpB4hAzmN6W4ii76JcyIvtco5PBWAs/g99q8kQGFwxEg1jnMJkgrGnUOIbHD8QD06FJAgwbkugdpzE/H9ceyI7KIUm0G0wZ0jzx3LKLUH6ZYQogRiA7mwRBFBp6cHnPYkDmcQ5jQ5Q9gACqUeGsyrCtHK7fDkLHJUHEKMIcUEcmRG1jKHFBLpXibx/gGp91MwAiJKKSYnJwcz53EcDxSOXnzxRay1qxxp3o4xe7O4Xxu371SshVH6KJ9FSsn8/K372AsLCxhj3kLynJ2d5cqVKzf9zJUrV266f5ZlLCwsMD8/z549e/jc5z7HwYMHqdfr/Pqv/zrve9/7OH78ODt33pq01v8OJiYmeOKJJ3L9+1t+4jsYd9pLXctMstPpcPz48QFx6GazVu9U5jo67rJjxw62bNlCvV7/jpSgFxcXieOYnTt3rrnKVT2t84k3P8K19AJaWjzlUU8gEiWUiElNga5NKSpJpGIyq8ksgGTM72KdxDrBUidkptAmsRLlfBbaPtOhoWMd7aRKLbGESIoartcnyawjyQSlQLDcTuh0CyQuJRQFCn6NZqeAlBlJXKAc1fCDHvvXQKc5w7Z1OUBHIaw0CkxXHcVoCERL1+bYtukasuc9ao1HRW/pAavM2b9qM4YWQiiqeh8CiS8LONfGZzuODGNTAlWhnZ1FUcLQHBCX+nrAxrUoqa20s2Or1I4q3gF0+aWccmNAMU4gqzQHtnOCotoD1BAoQrUHgYcWVaCNlntwGJzN8GSFzJ1DMY2hiSTAV5OkUW8ERTisKWPsVRDDsRef/RhewIyQjXz1KJnN1yAV+ViN3IO1l1FyZ88CroiSktxI/Wh+AbbXPrDXyW3lGki5E+xZGLwEGLTajrB5Jtp//1by0RvkDRVCHkLY0cylilJbEO46TmwHEdDpakxmKZdCrDySr8OBkBrsdRzjQAvHPIo6uCax/2Ey76/c9t4PgoD5+Xnm5+cHjNnl5WUWFhZ4/fXXBwpH/RLyrRxp3k2Z6/28BDSbzXuecb3xuXUzK9Lb7T+6/T3veQ/vec97Bv/+vve9jyNHjvDxj3+cj33sY3e0pp//+Z8f/P8HBlzvNLTWa0Joun79Oi+88AKzs7O3LEW/E+CaZRknT55kaWlp1bjL/Zql3y6stbz00ktcvnwZrTXbt29f0+O/3HiZ3zz3SQwZkZRY0lz/V1mKvf5qO/WoeBmezH/DduZRVBYt87JenCkkEevLKwB4OJrdMTaW8ywz9KAZw0SQUur5r9rQ0WjPsH58WE5qd4sUSKhEK70tjnp9jonyZZwTdGOPuFsgTh2h1+Ha0iRJBr6IiE0HGWhqSyG+J0i6mnK5RtItIFQXk4WMRRH1rE98sJTURhrmlYGdnEAy6e1lJR0KNfhiEk8GrKRDwkRZ7SF1lwFNpDYhXECkxnGuTUkf6C8dJXyMW8LGM3iBRYsSuAaxHRWL2E9iTo4AsqCkH6adjY69FInkPF0znJn1xAYEGcYtoOX6Xul2DnQTmMcYS5YlZInEuBWkmkbrDKViPLWVbERNKUsLFIJ1ZAPrNlBiA1IsYEZ8ZpXcC+48duD7ms+rOvMyiAjBBLylhJwfT1AkF+Tfnmv6kiDFLNhjw5tRTKJFBWGH1nbOrSfUXbS/NBSRENtRLCLs8AXCyr0oewknKsT+v8Lqu59hHWXMbtq0aRVj9uzZs5w8eZJyubzKkWYUTN8t4Hq/Gfa9SB9OTU2hlHpLlnrt2rW3HVmcm5u76f5a67dVu5NS8uijj/Lqq6/e1fquXbvG66+//u4D1/sFu75O7rlz5+6IwLPW4Hqjq8zo8PQ7WYLudDocO3YM5xyHDx/m2LFja3r8/3L1j/jfF/8YKSyCmNhorA2wwhAJTT0RRLKAEg0EHp0MPFHGlysIFJkNiLMIR4tQJdTiEJxHNxWEustip0JqHZoQS5eKLHChmVLyAla6CZMFy5VaBV9CNxOU/YRCYMmMQAio1yaYGs+zUyEcnW5AMWgzNTYcvblwdYr52XODayp0fdpNn82bRxjK16pMVNoI5QjFDJKQop4mcy0q3m4EIvcsRZG5BiW1E0uMchGZW6ZjLgzON+Yd7vVXHTiQBFT0VuojgByIOaS0tHvAJAPw2IVxZ7EkKFFGUqSoN2HcMpHa1xOg10g8nGsRqv15WdY6PClI7LBnGcq9ZPYMlvzlx7plQn2U2PwPBsOqKArBQTI9IgVoi2TJODL8Ns56QAnBPCZuIsIQrY6QaxCHKJGXbJ2Y7KkpTYJ9lWF2Cko9iuuVkHFtHDU8dQjsKMGpiJKbhp6rAEwhRQHcKaAAvbKxIgMhsaLfT/WRwpCkdZK0TBgKoIrmIoJRYD2MsidxYow4+H9i1Z5b3fZ3HDdTOOqXkE+dOkWWZatKyN8NbeF7ifvNXNvt9l2PGvq+zyOPPMJXvvIVfvzHf3yw/Stf+Qo/9mM/dtPPPPbYY3zxi19cte3LX/4yR48efduWmHOOY8eOcfDgwTte27lz5/ilX/ol/ut//a8PDrjejWH6vYJdt9vl+PHjpGn6tmXgG6OvmnS7ksOdRN9Q/e28Z/sM27V+a11cXOTYsWODLL3b7a4ZiBtr+MyZT/Jm5yUcFiktgozUScaDTm+sBrLUp+DlbFTnoG0DKkFfTSljoV1kprA06K+ShBgS1o30Tq+2KsyXh2+fhpBQd9hWyYGhiuPS8jibJ4as124c4TKPYqFGq10gzRQrjZDJkmW5oUnicerdlFD6eKrL4vVJpMyIUyiHMFYdMpQvXZxm/fx1pHRkLsaSUtFjLI70TgtyHVJ0adrrg21VfYCmOdWTHxRoUaWsN5PaJYpqJ1J4KKLcFJ6Ukj6EwyBRONqkdqlneN7BtXaQFk/TBz7rYop6I61sWA7VYhotQrp2+KIQqp0gLpHYfB5Y4BPpIxh7Ic9WRYBwHkoWcXQIVF4ytTbBlxWMfZP+KIwU65AalMpfFIRMyZIKWr1BodQhM/11HAa+jmFYafLU92DN8PsSjCHVTnJP130I4YHLnXsECaiHcc6ANSgZgL0AhEAXxGYkLfqC/NBGiE0o91ruduNy2Qcn+nZxKVHvOerEEZR7AYHNBfop4uRBpLuGUd9H4v0CTq1/y/2+VuH7PnNzc8zNzeWs9VaL5eVllpaWeOONN7DWcvbsWbrd7irRhQct1qLnei92oU899RQf/OAHOXr0KI899hif/exnOXfu3GBu9Vd+5Ve4ePEiv/VbvwXAz/7sz/KJT3yCp556iieeeILnnnuOp59+ms9//vODY/6zf/bPeM973sPOnTup1+t87GMf49ixY3zyk5+843V96EMf4o033uALX/jCgwOudxr3OufaLwPf7fxof7/7AVdrLS+//DKXL1++pZNO/1xrBa6jZup79+4dsJDvxWv1ZrGULPGpM7/OYnIZJTI8KWmlDo8CktxoPMFSUKBlRjsLyaxDCUekDLEpYIygFgsmIsNKHBEqj6UOTIWSdpYgKVGLE8peQFFnLDamiE2GMwJfG6zNMKaIJUPZChtH2L/t9jhaNYiKrd73kdCozbFzQz56MwG0uxHjSjJeGc5yrlyfZG5qEa+nypSmkpWFKSqlOq3mGGOFCmPRBEIYHI5x71Cuuys0uBaZA19MkbomVbWT+ojcoRZlIjU+MEAHKKotZPYc2WAcByreQ7SyoS6uQFFWh2kFr6KZRasiWlRQOBCWgnoEcAgkQhiMreGJdRjXIpBbyOwLMAJykTpAnA0zZEGBQG+mO2JursUsnlCkZlha9eQuHCuARMltvcx0iiBqYc0EjUaDIPTIYg+lrqPVBEonSNlFyz2rgDVXTpodZqyQKyeJHET7GasQW5GiDnZISkPuz2dkCXsShwGCSaTogqj0pnAtuAKS68A0jja4Ou1kD5Xw2Mg6BE7uQts/xciDxMH/AmKc71QIISiVSpRKJTZu3Ii1lq9+9av4vr+mpubvRKxFz/VeTFh+8id/ksXFRT784Q9z+fJlDhw4wJe+9KXBjOnly5c5d274crl161a+9KUv8aEPfYhPfvKTrFu3jo997GOrxnBWVlb4O3/n73DlyhWq1SoPP/wwX/3qV/me7/meO1qTMYY//uM/5pvf/CZ79ux594Hr3c65jgpTjALMnUb/xrnXN7TRcuztnHT6x18L4EvTlBdffJFarfYWM/XR89wriL9YO8H/euEzWJdRUJrMGRJjiBREOs+OWqnHhM7QI/3VqmfRMu9LxpnCkxGbqisAlHA0u9NsrlxHCCgF0EpTJiNDxe8LATiWmzNMjvRXu3FEZmG8l9VmRtFqzqLUEsYWuNqKCGREs5NSiRznrk7hSQEIjM2YKDlqK0XCIGNhocyWTcNjJ3FAox4wN98H7Tau61FLXsbKIeFpyjtEPRuWKyURZbWRunkxB0FRIFJzONdFCElFP4RAovCADlYFeG6SzLYp6vU92cLegD5lQjVD2xxDaMhood0mjHuT2A21lAvqILF5eWA7l6swPUJsvoGgkLNhRRVPVIGYQB1BCAlWIpWHdXW8gZdqAeEWMG7ohuOrw2T2JAPVDOdyMpP5k+EaipLQewjrD18erC2QdqeRwUmsq+TkJjWLknkRXfQ8XYVTSCHIhSK2g2vnXqruDeiVrQGEfLjXS836l4lUj+azqT1EFoCTj6Dc8AXCoYjTXRT9N3MJRQo9u7gygoRE/59I/Z8DEfHdjP7f5ObNmykUCiRJMshqX375ZdI0pVqtDkrIpVLpHbfefLu4355rp9O5ZwW6J598kieffPKm//a5z33uLdve//738+1vf/utO/fiIx/5CB/5yEfuaS2QX4sQYjAq+q4D17spC/fLwEmS3PMc5yi43u24Sj9bvnF29u1ircC10Wjw/PPPUygUeO973/sWVuL9guv/dvk/8T+W/794QoDoEluNcB6ZTfGlx0oiKMoQaONcgXoSE6kiuAbWhXSziCTzSG2TghZcaZXxhEc3MwQqpdsew1iHJzXWJYx7Ba7UfEqeZKkjmK00acU+vspYbkdMFzuUdX82FRr1CabG+73NNqYZEamE6fFc+m8SuHhtgg3TS8heGTpNJY3lKls2XSXLJCbzub5YpFrIf/vLV6aJtI9MfTauC0mzImkSY1xMSJWmexMhfRwJgZhBCUnT5MSlzNUpqHW0slNYhj3ecX2Yxkj2qESBgtpAo8f+FfhEaiuCDIGgoPbTaLQpFybxVC656Ll1WBuj1RiZeYN8BCXpSRnuIB6MwrTzLE7Eg20AntyGYwmbDVWMQnUIOyBGaaQo46m9WLeAlnsQQoPzUCLA0UarwziXYm2Hblvhl4c9XckcWmm86ELvv+skSRncq0jdGmSnUuxH8ia44ZidVEcQpp+9F4EiQu1EuGWQ+8mdaSRCFhG0sPIAwiU5yUnOI+1wHMoRIeRWikFPPcvF5M47Psp+g1T/H0n9fwjiu/9IvLE15Ps+s7OzzM7O4pyj3W4PwPbMmTNIKQdAOzEx8R0tIa9F5rrW8q7frVBK8fjjj/MLv/ALfOITn3hwwPVue663K9P29YmnpqZ45JFH7sou7cZ13cyt5lYxqnq0b98+1q+/s97NvZzrxrh8+TIvvvgiW7ZsYceOHTf9jvp/tHdqZt6PzGZ84s2PcL77OhKBEBaLIDaCcb9BQYBzXdLMo+AtUYBcEMCEFHS/B9lloV1kurCM7gGblwZkNmGmMASeK80K60rDUq1xAVoptkwNtXEvL4+zYWyJ1Cq6aYFuEqCNR2a7rNRmaHYNwmk8Zem4lDgpEGcxvixTKS6SpT5Kd+m2IxSK2Z6dnNaW+nKJdTN5aXiMHmhfm2ds3eu5aZoG3xujJIt07JD9KzrrMH4bpEdBbUWKgEBVsa5DSe8BHM4ZfFEgcVfwxCzWtZAU0FLSHnGridRWUnNuQDbK9YO2kYqvk/aSNoFHUe2lMyKBqMUUgaxi3AK+3I4QIYqxXBQBh1JTgEGIAOdWsC7q9R7rFNSRwWxqPzy1ZZW5uaCMJ+dJzfC6pZhDC0G5PMx0lTyAcM3cSFzsA+EjXIVCFIObz83NTZck9gn0Ap7noVWKEAYpH0WMCFlAByF3I8zoqE2AUruRdpglO0oIOY+0/ZcKr2cXV0SQ0oq3g9AE4Xh+D5MQ679P5v1fVs2wfjej/3J9sxdfIQTFYpFisciGDRuw1lKv11laWuLixYu89NJLFIvFVSL572QJeS16rmspXvPdjCiK+Ef/6B/xwQ9+kL/yV/7KgwOudxp9kDTG3BQwR4Ft7969rF+//r5LJnczIpMkCcePH6fT6dxTtnyvjOFRTeRb9XX75+h/5k7javcqnz33SZbTawgSlDR0DVgToGVGMy1gnEULkMJRiyOcAyEsgZK0syrGSBpJxlggud4uUdI+K3HGeODRzrooSjTTmIKKKHsdGp0KxqUkac7sDb0cWDMj6HQm2TSRg28gMzrdIoFsUSp2yQvgDmtmmJm4NHhmJqmPaQbMTAx7MY2VcXyviacty8slBB61WoDvJdRWZolTS0EqaisZYxMxBbkZS4xHAcsSnRHSUFUfoBGdxPasx5NM4iUb6USjAg8ThLKwqg9bUDvI3BWMM3hyFklIKNdjqaP1bnIPU9AyoC7P4bENZIK1Fl8W6IyM1fhyE5IGyYjGbqgOkqwSwu+bmw8BGTQFeQhjTiHFHEJEuZeq9IEMr2ep5qxDSY1zS0ixEefaKDGJ5FqvF9s7mjyEs6dxxMPZVHUUZ5/B9fJVKaHoPUrRH5bTnZM0mzuIgtM4N4dUBZQqo1QBQQbqaC5v6AxSlhDuCo5pcuZxESmCgV0cAGIGJTpIl/9OxQDibD2evQ40SPx/TOb9zze54797cStwvTGklIyNjTE2Nsa2bdtI03SQ1Z4+fZo4jleVkMvl8pqWkO83c221Wn9uMleAI0eO8K1vfYvf/M3ffPeB62iZ9kZwjeOY48eP0+1211TO706zyeXlZY4dO8b4+Phb3Hzu5lx3C6798neWZXfkotP/47rT83xr+Zv87qWnyWxKUftY5xNnMYGEoCes30o9qn6G6in0tDJNUVo8lZdr40zhqYiJXn+1iqPRnWZTZRkpoAp00pCqb6gOVJocS41pZqvXBgDZiQt0EygHLRabRZTwsWmRLG2hZIXlepGi71FvG6YrjmvLFQq+oJMYQs8xNzEcq7l0cYKN6xYHpWGlJQvXqmzbMtQabqyUUNKybT4H9rZdYFzvpWNO56MwRChRoqQ2kroaZb0bgUYKD2EFiWiQJVvJTBdnFfgJXX25715GWR+ibU7Q768a16GiD9HMhtqqSpSJ1DTt7DQ6yjuePhvQIiWxryIIUKJMqHbg3AJCrMNjI45ckxnauZavS7Cuja/WEZthticpEcp5sl4G6Fwrt3kT10jN0DlGy53AVTIz/A49+RC4l3BIYJI4VpQKe8DVEGo/+RgMCFFAuBrI3flYjmvhqRvHakpotZFqqZ+910mzCkmnRSEaVjGcmMcTcvUMq9iMdG1wTZxYhyMCOYekg0NixEbA0Wwl+MpgRZHU/zBGv48HLe4GXG8Mz/MGPqvAqhJyn+AzKmQRRffXXzbG3HMZul/i/vNmlB6GIU8++eSDA653+jbV17G8EewWFxcHNnVHjhy55zLwzeJ2fV7nHGfPnuXVV1+9Z3PxftxtWbgP6JOTk+zfv/+O3iL75ec7Adf/94Xf409rX0Uh8HSGJcXa/A9SOI9aAiWVqxAZW6KexZR0iLEtEuOT2jJJJohNl6KnqDUreELRzRwFL2apUwYs0nko2aXsSzqJxlOOhWaBdWPDh+pio8h4FFOp5BlY6DtWarNMjw2zx1bHR7uA2YmVwbbLC+PMjTfQOsM56HY8us0pSoUaS4tjOKdotgXVyMeYDteuzqGkJWlCoZQigxZZ4qG9lCn/IPURuUOQhKrKyoh1WyQ3AG0StwAS8KGi9tE1Lw8EHpxVyO5WOuElfLURrSIUBaTQQEJRHwZncM6ipSC1lxA55QufXVh7Pu+jAo4uodpHbL7GqtlUdYh4lW9qCU+u65mgA3j4cmvvIeDw1EEEHlDsyRgmKKZwLkFQAncR64a63oF6FDsiIIGLMelO7Mg5IUDJ3TjzzeG8qqjgqXmw3yanfZQRYh1S9MBEPgxCgfMIfIHzWqSmijUd0kQR6Bb+iOuPE3uQ7lwuhQjgaiAPouy3Bu43kM+wjoWvYFyJJPgEVu3nQQxr7eBv9H6jUChQKBRYv3491loajQZLS0tcvnyZV155hSiKVpWQ7/a5+d0QkXiQ4mtf+xqf//zn+fjHP84rr7zCpz/9aTZs2EAYhg8OuN5NjKo0Oed4/fXXefPNN9m9ezcbN25cc+bcrcA1yzJOnDhBrVbj6NGjjI/fH4X/TkvQo4C+a9cuNm3adFfXfbtxnMTGfPT1f82V5Ay+8BECUusRG8e43yASYF2CzjxCvUio6ZUIQwp6gULvzlrsFJmKGoP+ajcNSI1gttgXWs/7qxtKi4PstNn1wfnMVuokqUdiJLVWiUoYs9QOCVSF1AhU7EhcysrKHK00JlQaa2OKUUynG+B5XRqNeTZMDzPRJPaJ2yEzsxcG25q1CSrlRt4L7K1p4cIc67Zcpv+8z1JFVe6gbV4nlHMoEeLLCXApCKjqwyAcwmkQHYxTPZJXg7LaTmtkxEWKiIK3kY56GQckQLczhicV6FH27y6MO0dqhn1m09qBLV5GyzEk80CEL0tAl0g/gsNhTYanyhh7CSXmsK6VM3SFIB3pD/tyC8JdInMj8obqMJn9OgNG8EAjeOjkAz6BOgzuElLuRBACIdYoBMtI+QhgcDZFqRLWnCUnJLUQYh4tVE9EAiBDiDEkV24YtdmNtJeAJgLwJAjvEEX/NQQxzkmMjag3NxL6NYScQ6kQrQOkKiPpYNkLIkXYDk7Mou3LdNNpLrb+KfPlBxNY4Z1TZ5JSUq1WqVarbN26lSzLBlnt66+/TqfToVKprCoh324da9FzfTeD6+hvdfXqVb7whS9QrVZpNBoPFrjeaLD9dtEHuziOeeGFF+h0Onzv934vlUrlHVnX22WTfVZuFEU3ZeXe67luB66j8on3Cui3Os/F9kWePv9pGtkyEgOiiXGOxHgUpKGV+QgkmXVESrCchPhCk5iMola00yrWKmpJykQgWOwUKGmfWpwyHnhY2nTTIolNkK7CuuL1AbAutyoUgxah13/gp5h4ki1Twwy2m5QxaUqlOhzPSBcnmR67ilL5/WOM4vryOHOTV+l2Q9JE02oUkCIhCjzOX5imGPisNDKqReh0S7RbEcXAsnDFZ+P2KwNgbTciPOfR8V8Bx0B5qZm9tEqMf9w7TH2EDCTxqehttLJvD8T4fTmLxIKAkjwM5GpKLkhIswZZEmBcB5GN5WIRAyF8mZubF7+dS03Yei5lqNbTNcMS8tDc/Nhgm692Yt01HBYl1iFFhCfWIWggxK5cRMFZpCjiWETJTTjXwboGvtyxiuAkKOCrrVg7dMjJxffHkOJNSqWc/CXFeqQwWDPiaiN3oei9KMgdCALoz6YyBW4reXk8RLoloEReP28g1VGkPYagrwdrUd5epqqjZWVYaexgsjLCEnYSJw/j2T/DyP28eOnvUK6sja3iOxXfKelDrTXT09NMT08D+ShJH2zPn8+FOUaz2puNEd5Pz9UYQ6fTeVeD6/d93/fxfd/3fQD8wA/8ABcvjrRRvluLup9QSg3cZO6nv3k357sRXC9evMipU6duycq9l7hdWbjVavH888/jed5b5BPv9jw3e5H52uLX+I9XfofUJkTSQ4gCjTSmojLGg5zN20w9Kl6M7D34RaYp6QzV0/qNM4VWEVt6/dUKjkZ3ivXlOrLfO00DFIKxXi/NWlhsTlMMVrAmYDEOkC6gk2ZUQ8H5pQkKno+wCpPGSCmJY00YWJbrAZtmlgfA2miFKOGxfjrPhFRoqC2PMT93Ha3zNY9ZWLg6y85tQ3ZrtxNguwU278rXlKWaaxeqTI4bwiCioufBSTxZwro2ntqOJcPYmEhN0DKvIcjHcfrEpVaWg4txLXw5S2LPYNywZ1nWD9E2x+gp8YMSjOtDdEwOGs4GmKSMZozYWyHtbqFYrODpAgrXU1M6gHNxDlZuhcwOM/VQHyYxJxgKSNQI5NFVs6mgCdRBUvvVwRZBEV9uxNjnEVQQooQS0z3xfVDyaM6udSq39HN1rNtCmjYI/BlwF3EjsoJKHULaV6FPqnJ9a7ivMWoNJ9SjiL6/ai9yu7hXQczlvVQiEFUEMVbm4hk4gxAVqpXLpHYG4VpAQquzjvHSMZrJI7S8/wdJevG7NhN6p/Hd0hWOoogoili3bl3uUtUrIV+9epXTp0/f1Lv2fsC11cpfTN/N4Ap5sqO15stf/jJXrlzhp37qp7DWvvvA1TlHlmW8+uqr7N69+67LofcSo6VaYwwvvfQSV69e5fDhw4O3vnfiXDfG1atXOXHiBBs2bGDXrl339Qd4s8z1d8//Dt+sP4vEEekUSMlMRFl3ESjamcITRRQtMhvSMSmBCLCuS2o1qQ2JM0fiMkpexnI3QglHKwmZDGtkVqGloRmXKXpNQj9/4FsruFqvjAjvx8TNiErYYKaSl4/Hio6V2hwTlfODLLcba8jKbF+Xg6FzsLA8Seh3EUJQX5mi2TZEsoQ1LVaWZugmKUpZMAFRYYVup4jSMUmriFAdSiPSie2laTZuuoTS+ffUyCRVvY/ldFRqcKzXcx0CQkltB9fCOUNB7UCIAI8KiA6OCmCxLsOjRGovosU4xjXIs9ONA2AF8NQYYSTJ3KtYwCtCpzOPDZcRAxELiNRqEBUUCPUhjLuCL3eC8MF5eCJE0MZTD+NchnP9GdnT5A1ii2QWJTyMfSn/XqmjmEBwAWOG34+S+8Cew/Q0goWALN1O6L9KDpgVhCii5A4EKwi5F1A4J5CigHCNAcEJ10TILYhV5WeNUgcHdnG4Bo4AIXcg7ag4RBEpNyJdL4OX5N+z2Ey1dJXFzv/M6Yv/E0vLJ3HODWbWJyYm1tRqca3iQRDtF0JQqVSoVCps2bKFLMtWedf2jQc6nc5ATvVu1/znAVydc4PE7otf/CJvvPEGP/VTP4WU8sEC19uVhfvm3mmasm3btoHU1Tsd/cy13W5z7NgxhBC8973vvW+m3c3iZqDnnOPVV1/l7NmzHDx4kLm5uTU9T9d0+bev/yuup+eIZAGwNNIAh6PqtdDSYp2FzKfg5UQS62K0jSj7Q2LJSlJmPFpB92zZuolPYiUbykN1pSvNCuuKDayTJGnEclsTeR5axSzWx+kaB9ZHq5TrqSXURcDimwJOLBHHRZyIcVmElF3KpYXBsReXZ5kZvzqwhTOZotspMzN/ZrDGVrOMMynV6lD799r5SSZmVnBOUVsqgvGpL/lUKxlXL0zje5rtm6fR+KRumYLaQmY7uYmAaNAxQ2eaitrfIy4NiTRV7zCNEfavJKSottI0Q4DwxAy+9EjtFXy5ESFCPDEDro0QAp95HJb6cotiMcXZCtYqkE1cvJMkGrJ/QRPonSPEJZCUCeUsqRmO6EgxhxRq1TYt9/VmUzW6N5sqqSBFDEwDm3AuRVBGuIs4FD09JJw9TKl4bGQdDbTcDfbZ3i+Ur03JgzfYxYVIuQP6pWbKIKZRchxBgpUPkQtG6Fx7mBZW7s0FJ5xDiRDhhtdgmUEKD+neIPGeICz8XQ5N5RyDb3zjGyilVjnTTE5OMjExQaVS+a6DGjwY4HpjaK2Zmpoa6AB3u12Wl5c5ffo0Z8+e5cyZM28pId8u6Wm1Wvi+vybttO9WCCF48cUX6XQ6XLx4kSAIOH/+PEmSPFjgeqtYXl7m+PHjVKvV23ohrnUopajX67z++uusW7eOPXv2vGM3/41l4f7cbLfbvWOzgTs9j7WWM60z/Ob5zxDbFp4ASx3rJFoIKn6McZAaj9Q6CtrSTjVaenQyS9WzJCYCJ1jsSuYKbVKTl4hWOh7jQUKxVyrOLMTpBBvLORgqDLU4pFroUPDzMqlzjpXmNDOVYak2SQrEMYyND4k+VxfGmB1fASdotkNwIYt1zWTZUVuZxRlBs53hS4nvp1y5Ok4hFNSbjumxmLA8FGW49OY0G7b1+7kpCE13xWf7nmFp1XQmSOwFGnbY963ovXTMazmpq+dMU1YbMW6FYm8cByfR0sO4BgW1B+NisA4tFW0znH2N1Hacu0Ji8+/BuCWK6qGeMMTQfLykH6FQeWmED+wRyH2k4hWcGSPLfExWxNchqc3w9RGEVOAcnpBYt4QSG3PRCjEF4ip2pETtyUNY+3I+D9s7ia8ewdn/0Zvc7e2nvgdrvj7iVqNR8jDWnacbryOKxnuawwUgRqwiOFXBDE0AYBwpxsEOe7OICC0yRM9CLofudbnjkh1KU1qxES26CM7hEDjKWLkV6bo44dP1fhbj/U+D/aWUaK0Hgvmj5uYnTpzAWsv4+PgAbN+Jl+c7iQcRXG+MMAyZn5/n9ddf58CBAyilWFpa4vr167z22murvGvfrkLQn3F90Mv0bxf93+lLX/oSv/3bv83FixdRSvE3/sbfeHeUhZ1znDlzhtdee20w5tI3OP9ORJ++3mg0OHToEPPz8+/o+UbLwrVajeeff55qtcpjjz22pn1lKSXPNZ7j2YX/Rmq7eCIv1dXiLlXtCFSCc4JOpql6GYVerzI1mlAmFMOhPrAgYlNlpXdkR607yXRhEQGkRtLJIqy1lLyYWrtCnDmsKeJEB2eqLDUzIqVpJobpouVKvULJkxij8WWbcmFIGrp0bYLNs0OgzYzAGsG2dUPgW1qosGGuQxAOFZ+Wrq9j07qLw5JyO6JbrxIVm9QXZmi2DJgAT1qMTVm4PEeSJgQ6Yt0cGFsjL5uanlXciHauiynpDdRHVJI8MYknI9rZcEwoUtswYpGurQEqn4/VuzH2KlJuQIitOCfRIsLRJlL7cC7BuDaBmiU2xwbHUozhyUlSewIECJUQ6Q04mjjeyFnIDkxrA6G/SDJSQvbUYYw91dPynUFQQMuNQB2pDpLr/JJbubGIkNtxro1zLbTcdoP4fgElt+DsNxECwiBnjWsxDf25WQBmUCKAkZcK2IAQCohBbgdCEONIUhzgxCyQgVNIkYBdwJFLHTq5G+0u5e43gMBh5Xq0fQ2wxP6/xOgf4MYYBa6bmZsvLi4OeoxhGK7qMb6TvI7ReLfYzcFQb6BUKlEul9m8eTPGmEEJebRC0P8uq9UqUkqazeYttdYf9Oj/Rj/4gz/Izp07+cxnPsPU1BTvfe97WVlZebDA9cY3mCRJOHHiBI1Gg0cffZSxsTHg3p1x7jb6ohSdTmfwR/hORz9zPX/+PC+//DI7duxgy5Yta/p255zjfwR/wqX2GRCGQOVAmWQwGXRQ0gGOblak4jVwCDIrSExEpFogHNYJWomPrxKK/goAxsJKp8pMccTyLStQ0C2iHjgHGlq1KhsmhpmhaocUNMyN5Q/KKo5afY6x0pVBibfT9TDJGJVCg0ZzgmZssWmAFRnlwOP6tTmSNCVUIULVMSag3XZ4XsrC9XE2rBuy+OJ2kbgNE/P9NdSxdoJK5QphNBxBuX5hHVPz50l7X73Eo+LtI7YXiNQmJCFalNE4HIayfhjX0wGGjNQuIiljaVBSh+iaUwyNzDOKaivtbFRW0KegdtEeMQBQYoxAjg3UlJzVeHIbWloEgkAdBDwkEUKkOBKcm8URI10ZF7yO689/Aml3HzI61rvCXK4yUA+TmSGZCQICtXvVDGsuebgOa58nn0stIcRMPpvqHEIdJU0yOt2Y8eo4uDqwDVwbKKJYBjcsxSN3Ie0VcI3+142Q+1D22HBeFXDyANKdRrh4ZNthlLuAE1Uc8zjhA5MIOhj5MKn3BFYf4mbxdrKpo+bmN/YYX3vtNbrd7juqdDQa74bMFYYayDcSmpRSTE5ODkzI4zgesJBPnjzJK6+8wu/93u+xYcOGe35h+dSnPsWv/dqvcfnyZfbv389HP/pRvv/7v/9t9/+TP/kTnnrqKU6ePMm6dev4xV/8xYE93Y3xH/7Df+Cv//W/zo/92I/xB3/wB7ddS981Z8uWLUxOTrJp0ybgAWYL99nAlUqF973vfavKCnfrjHMvsbS0xPHjxwdvWn2ng+9EXL16lSRJOHLkyOAGXatoJA1+/cy/YcG/QCg0UuZCEL5QCBljnEeSGRQeJd1ACLDOktoSVX/I/mx0K1TCFbS0GCtITUQndVSD3Ojclx4LHcl0CEkyRhpLVjoZpcAH1+F6bZLUGZST+DomFSmdJEDLhLg9y8RIabjbLWJSw3i170zToh1PMDt9DU/n94GzcOXSBHPzw0yx3Q5o1grMzSzTaEYoQpauBJRKhm5saTcjAk/RbFqmJxz15SJJ1yFVl25tnNmNQ0D2xBiBqtDIhmMeBbWZxFyh7YZ957I+QGcViDoq+ghd8ypaTvaEIgp4MgQSCjpnuzpr0DIks1fQYgbjGmgxiRJt0hFz8yyeR0fnSe1wDCnUD/f6q2ZwzoI6Sma/kWe15OAoxS7wr5LEW8hSAfgEukDmZyh9OJcXdClKlrAj8omSeaRQI9saueG5u4C1wxcpIbZTjq7CiOawkPuR9g3yudkxEEWE2IqgllvFCQkIBCHStXFyU6+X2gKxCWmfZxTCnHoE3cuIRa8ubcUjaPssVqynG34cJ9+ei+GcuyPgurHH2Ol0BiXks2fPvqNi+e8mcHXO3ZYtHATBKu/a+fl5Ll26xH/6T/+Jc+fOsWHDBh5//HH+8l/+y/zwD//wLaVbAX7v936Pn//5n+dTn/oU73vf+/iN3/gNfvRHf5RTp04NgG003nzzTT7wgQ/wxBNP8Du/8zs8++yzPPnkk0xPT6+ynAM4e/Ys//Af/sNbAvWN0WdMdzodjh8/TqVSYWxsDOHuVr39HYwsy8iyjDNnzgzUjm6WtZ0+fZo0Tdm/f+0HwUfL0H1RijfffJNGo8FDDz205ucbjXa7zde/nmco733vewnDcE2P/1rrNZ4++yksKc61kTLDOUVqoezlmYG1AcalFPouMy4Xjqj0/t05x0K7xLrysFe31Ckw5md4Kt/HWOgk44xHw/JtrV3E0wmlYCjUsFSfYrY6LOcmaUCn7TNWbtJNFLiA6ysBY1FGasBYga8Uja5lqiRwJsFXkGQJ2hUYm7iC1vntvLhQplJMCaMhCC1cnGFy/lrOFgaMgfbCPJNzQ0GJTsvHdApUppYwqcZTZcpBPvcphUKgAIkSAcK1sS7GkpDZNpGa74lF9OTr8CmqnbRH/VDFOL4skdghCSqQm3GuiRmxj4vUXqw7h0AhRQlBhJYz1GuXKRZLaKVxziBFCcuVXCHLtXG0KKjdZCMlZCHKeHI9mR2aAkimEC4AMbz2LJ0h0AYp+4ApRsT3NblJuYeghBBJriBFCiRIKjhzticikd87Uj7S65sO+7VCHkXY1bOpuV3caiswJx9B2W/j8EGUgBLIDQia5DmBBCeACClqOMokwT/DyVsbbz/33HPs3r2biYmJW+53qxgVy19aWqJer1MsFge92mq1el+qRefOnaNWq3Hw4MF7PsZ3ItI05ZlnnuEHfuAH7ikD/e3f/m1+93d/lw9/+MN8+ctf5itf+Qrz8/P84R/+4S0/973f+70cOXKET3/604Nte/fu5a/9tb/Gr/7qr75l/1/6pV/iP//n/8xLL7002PazP/uzHD9+nOeeG5L+jDG8//3v56d/+qd55plnWFlZuaPMtQ+uP/iDP8h73/te/sk/+ScPnkJTmqYcO3aMer3Oo48++rbiCEoput3uTf/tfs9/4sQJ6vX6Kg/U+3WquZPo29NFUUSlUllzYP3y1T/mvy/+Ecbl86nGaJqpoCAlTmQkpkArs4x7BoTFWE07U5S1IVIp1nm0EokSHpWgTTuNSIwlzcpo1aaRBKTWxzqFxFHUgmsrE6TOoYXOy5RELKaaUFtq7YCN48MyYbtbxRNdJqo5aBfCjMvXS2ybv4bspShJqoi7E8xPDUktzXqJYpgO3FiyTFJfWofWy7TbAUsrEdopkpZEqpTa1VniNKFQELRqMDO3SJZKtGdprYzh6ZjiVG8+1sso6Xna2SnsiOj9uD5Mc2QcR+JT0jto9VxcJEUCOY8WPo6Mgj6ERCHwUSLDug6h3IOli6ZCas9jWRocv6SPEJtv0e9WGrdMQR0hzp4hKOYUJ2MCAr2LeKScK6kSyg0Y80reSxVFlJhG9EQrcvF9B04ghcO5Jaybw7kmgnWE3gWEGL6MJPFOQv80iGREfP8RnPkabmQ21VOPgv1G3pLOt+TA6i4NjMxxXl5KppPLG5KB6+alZfsyDoXA5P8rDwzAVpDgXAOhNqDssKft8EHuRtnnyeRjxMG/AnF7Afg7zVxvFTcTy+8D7UsvvUSapoyNjQ3A9k6Ys6Pxbslc+8/E+5lzLZfL/NAP/RA/9EM/xL/8l//ytu2+JEn41re+xS//8i+v2v7444/zta997aafee6553j88cdXbfuRH/kRnn76adI0HVRFP/zhDzM9Pc3P/MzP8Mwzz9zsULeMs2fP8ou/+IuEYZiP6Nz1Ed7BOHfuHM6526odvRM913q9zrFjx27qgXo3HrJ3G6Pyjfv27aPT6dDpdG7/wbs4/r87+yleab2IsQmRFjgyuggmwi5K5P3VRhIyEw4frI0kYMzvDICtHntEOqPg5X1RYyFOx5grDQGylZTxZZ2C19PPDR2XVsaZHzE2b3QDPKHZPJlnR5mRNFuzeHKFZqbpdCdpx45IheA61GrzNJMuRd+j2c2YrXbptEO0l1BfrjAxXsP3h1KYVy5PsHnjsDScJj4r1yM27RqWbmuLRUIvY3rn8HqvXZihWm3QbQmaS2MINKEeY3yzpqT30p9N9UWR2J5DUcXQQIsxfFmkNZKd+nIK6xZpj8j5FdU+EvvCKmeakn6ETvZtchBVaDFGpLZh3RKBOtDT+dUoPBwtfHWQZnOJMNL4qkQyck4t1qNJMT1ZQec6aLET407j3MpgP08ewNpXR3xlwVdHcPYkggghJsCFWDuNEjXa7a0YY9FaoFWFIKghxHpwTaCJpw6tEt+3TuKpA2D/tH+ZgI+Uu98yfqPUDuQqwJxCyHmEq2PlHsAHFyKkB3Qx4iEQCdgYIcZQ9lVS9VdIgv8FxJ3Nq/Z1e9cyPM97i9/q0tISi4uLvP7663fEnL1xje8WcO1rvd9L3Ez68HYZ8MLCAsYYZmdnV22fnZ3lypUrN/3MlStXbrp/lmUsLCwwPz/Ps88+y9NPP82xY8fu+jr611+pVHj55Zf5wAc+gBDiwQLX7du335Ho/Vr3XC9cuMBLL73Etm3b2LZt21vOfzeWc3cTaZrywgsv0Gw2B/KNb7755ppd20q8wifOfoSF5BKBBE9LmqklpIgQXdKsSMOmlLWPJzukpkjXJoQywpctjC3QtYLMRDjqOFfgassjkgVaWZeqr7nUrFDWActJwnSgyVJNI3V0shhpAqpRnTj18FRKrVWhEjUJvZ7gvHN0WjNMVoa9zTQJEGimx4agnS5XKBdrTI8P+5iXzk+xYd0i3ViTJkXqDYmwPp7KOHd+mkLgk7YzQs9DiDqN5SpCxjRrEfPzK3j+cMRl4fwccxvzzDcqQ5ZImtcmqaw/Tb23myfGCUWRhjkxWFckt4BoY+kQqi1IQjwx0SMQTRCyGWtTPFnAuMsoUcW4Bo6YkjpEZ4S4JEVIICfpjtjAKabRMqJrzw73k9MI0SGxZ4BcSSlQe5BuBUQZxRwCjSAC0QWKOJf0ytozWHsCRoB1VHw/t4er4alHEHwd5UP+jqmxZhdafbP/lWFtgGQbiFMgpoEiaVYg7YJXViCP0ldOkrII9iowR24N56HlOMIOy3SOKYQoIHtON8KBEzNIESDt8P6wbgYpfKQ7RuL9LVLvybvyYV2LzPVWMeq3unHjRowx1Gq1gbH5yZMnV+n33my29n7F8L9T8d0U7b/xGX07f++b7d/f3mg0+Jt/82/y7/7dvxv02O8m+r/f3/pbf4uPf/zj7Nmzh8OHDz9Y4Hqnb0FrlUkaYzh16hTXr1/n4Ycfftsv9p3IXPuZcrFY5L3vfe/gbfZe/VxvjJP1k/yv5z+Fw1JQGuNirANPOgpejQKQGUdJpoS6TQgYZ/Gco6DzLM+5mOVuifUDA+wWsYko+iuM90TuCz604nG2V4dZWqNToBhklMM+AcqxWJ9ivLiIcz7LbQ/tinQ6joJvuHBtkqLvU2+nlAOFpcPCyhieylhp+mycWcHrsY2zTNCtz7B5U76mojY0GopKUVKpDMk1jYVpqvOLBOEQRFcurWPjxgs4p2g1QtI4wnSL2KTJwplZuh2DpxXdtqU8nhGwGWSCchHOLdN1Q5Ar6f10zSs4lzOt0x5xadQqTqAo6720zWgJuUSkdpLYs3hyA1IU0GIMSQY4QvUI/R6lwGLtNUQuIImv9oL36iqBilDtwpjnsQwrOYF+lNSsLmsF6ijZALg9pJjAl5tx1FDyUJ75OQ8pAqCJlAdxdMF2kXICydAz1rlxpCvj6R7ByXXJjEG5mLB4ZaTFOp/LXZqRjEJsQAsLbhkn1oEo4JhCkgASK2YAi3OgJGCXcIwDjdz03DUR7jKx/0tk3v+Zu43bPYTXOpRSAyDdsWPHTWdrR7PaKIredZnrvUar1brrUZypqSmUUm/JUq9du/aW7LQfc3NzN91fa83k5CQnT57kzJkz/NW/+lcH/95/BmuteeWVV9i+fftt1/Z3/+7f5ZlnnuFnfuZn2Lt374MFrncaa1EWbrVaHDt2DKXUbclDaw2uly5d4uTJkzfNlNcCXL945T/zzNJ/QwtwtMmcopvlfwRSOOpJAessvnA4oTGpT2wcBeUwWJJsnKVuhicFUmRca41hnMNZhZYZy12NEAHOGQQ+VS+mHRdwZMRpiUq0hN+TDDRWsFCvsGG8T1zq4GwJZVuMTeUi7tUKXFuYYMvcInqEbNRszrJt3bCX2m1V6HYtvtfl2rUpkgQ8ERJnMcUAGk2PakGyeF0wM1sbEJeskSxcGGPDlpy8IzBI6eFLKG0YlpCXL5UplGMKlTyzi1lENDeiozMgUiQFlChR1FvzPqjekxOcnESLAOPqRHIXlhjrEgJZojNCLPLEPEpAbHJikXFLhGo7mT21SswhVAfJzCsjJWQI1SOk9jTWlNBqDC0jPDkGroNSD+OwOJeiRBVrzyGYwFFHoPFuFN8XIZ4cwwwUkUAwiZIVrDkzsi1XcHK2D6xlpNyKEgaBBKZxTpIkYLIUa5p0xQZ8P0OIIoGuwwhJS8jdKHcF4Xri/a6GE7tR9gSCYYneyb1oziHssD1ixR6Uu4YTRbr+P8HeZIb1TuKdKAvfTdw4W3ujfm8YhkgpKRaLA83aBzXWwij9btXmfN/nkUce4Stf+Qo//uM/Ptj+la98hR/7sR+76Wcee+wxvvjFL67a9uUvf5mjR4/ieR579uzhxIkTq/79H//jf0yj0eDXf/3X2bhx4x2tLQxDfv/3f5/f//3f57nnnnt3guv9loX7Gr3r169n9+7dt337Witwtdby8ssvc/ny5bfVJb4f8pSxhk+d+RhnOq/gnCVQEtcD1qrf7ZFYHM00YDocPrjqScBs2EEM+quW6YIh1N3ecaGdTDAWDjPDTlpCiS5Fb5idXlweZ+PEAtZBmnnU2gGB1PgqYak5STu1FGWRbreDEBavHWJcikeRQrCIyXwgxhqfRttjZnw4jtOolSgVmoyPDXuWFy5MMzd/fjALa43g2oUJtu4alpQbyyHSFCmWOixcmcBZTaupGC9oWo0WSXOONEswiWJsqouQBmdBSMeYOkyrMGSxGhsj0hka4ZBhqKgSqkka2XBcxpfr8ERCbF8aGJkHahvO1hDCR+tZBBJJkAsioLFiEmtb+HIjySqRBkGkHybukaW0D5YGWuwhzZ4Z2auEpzaSjvQ1JRNoOY5z11Bya6+nOobE5K4y8ig5sUgghcXaq0AEdHpyhAur+rVSrke5M+CaA3UmIfcTeW+ANyw1x+lufPkmghRrPawrgthFIJs4ua0nmSiBEEkbJzfjXBfhOjgxj3YvIkYIU1Y+hLKngCJx8GGsOsy9xjtdFr6buJl+7/LyMq+//jpLS0s888wzg9nayclJSqXSA6VmtBbgei9l4aeeeooPfvCDHD16lMcee4zPfvaznDt3bjC3+iu/8itcvHiR3/qt3wJyZvAnPvEJnnrqKZ544gmee+45nn76aT7/+c8DOSgeOHBg1Tn6mgo3br+T+Imf+Al+4id+4t0JrvcKdtZaTp8+zYULFzhw4MAdvzWtRTbZ7XZ5/vnncc7x2GOPvW055F77uwvd63zm3CdYSK6gRYanMjLncKaEJ9sYU6RhUkpehKBNN6nQdgkVHQEtUjtON3NIp4hNh0BGXOl6lDyPldgwHeZC/JESLMeSuUIHT/bFJyTdpMrGnui9FFCPA6pRh4LfL2E6vMY81dI5RE7CJss8ao2QuYnzg+tYqpWIfEOlkFKrlXDGZ2XFY7IKi4uauO3T6MQEMiL0a9TqJcIgBeuwSYF1W4bA2lwaI/TbFCeG4z61a/NMbb2C8gzjvXUtnV3Hur3Dvl4WK4piM2l4iUhtQ4oARQGsI6VDGu8gy/LrUp4i9hZyc29M7sFqz5L2lIMcMYHcQzf7JqNzqDkjeLR02zc3/wagkKKMZBJPjePoEqgjgKS2UqdaHgfXRMmdONcCp5HSkY30MJXYhKSNsa/1T4mWOxH2JJZhlqzkPnBnsa49su0wzl1CiAqIWQQBQowj6ebbyEdwhCv1+qE54Qig1dlDOTpNn+ksZUoSr6ccfqunWpGfw/AwHqvZnU4dxbPfxiFxVHEUcHIr0tUx6vtIvP8bTm3jXqM/l/kgAdRo9C3grl69SqVSYXp6ekCMeqdna+8l7rfn2m637wlcf/Inf5LFxUU+/OEPc/nyZQ4cOMCXvvSlgdb85cuXOXduWJHaunUrX/rSl/jQhz7EJz/5SdatW8fHPvaxt8y43m8sLi7yR3/0R5w4cSKvOqzp0e8z7vSmvxdw7Xa7HD9+nDRNeeyxxygWb0/bv5/zjcbi4iLHjx9nenqaffv23fKGvBcgP1Z7nt++8FmMSymqkMxJuhkoYSn1dHtTIyjqlFC1CRVkJqHgBJFeIOoZndeyfH61PwCVuohQxWyu5Nli6BwrnTE2lYf91ZVWASFAijbLrRKJkWCinNSTVVloGsqeT7cD1ShlsVamGDhaXUcldMxNrAyOdXlhgrmJZbTKv2vfc7SW17Fze17OnQDiro8jYnrE37VdHwPaFMo1mvUQmwU0lor4Xgfrj7N4rUyx4JF2JaHXor5QRHkpYZSxfLnIup1DYO02A+iG2KlXSXo/Qyg3YrhK6hZ6tnBQjnaT2LM4OsMsrrODLLyGllP4ahPC+WhRwokOBf0Q1mUY2yHUkyTZcPxEUiRQG4gHhuoGUEiZ9cA2Dy3WEwVNHC+T9dam5XacWMS6Ws8aroyWW8DVEGISyZZ8bcJHuTZOCHBlnGuixDawLzBq+abUUVxvDMhBDsrqewZM34GusXwU3Kg1nCRJDxHoS0MpQzykKFMsdLE8jLUxJmvRjSsU/Fexuj8SJEE9hB6M31gcdZDb8ezXMXIXif8rOHl/DlR9EsuDkrm+XfR7rlEUsX79etavX79qtrZPwCyVSgOgHRsb+45f1/1mrs1m866ew6Px5JNP8uSTT9703z73uc+9Zdv73/9+vv3tb79157eJmx3jVtHtdvmn//Sf8vTTT7N7926UUg8WuN5p9MvCd/oW2ge3qakpjh49etc3RB9c7/atd1SQYs+ePWzYsOG2n7/bsvD/59IXeG75T/CEwhMdDA2s8/FkhkbQSjUSH0uCLwJqiUIJhXUGXzjirEInNXQySTVIWOmGaCmox5qpsIvqZafdTGFMxGxxhLjUHqcY1Ai8nnWcg6srVTaNSBt24hBhUqZmcpAvA4vLY0yWa/heRpppOrEm6U7gqSbt5gz1RkrBD6g3U8bKGZevTOB7ple+TJmeGo7VXD0/wfT8Crq3hpKXcvmNElt3DrPhLBO0F+eY3jrc1qn7ZJ0is1tX6NRDsiRg+YrP+JikWAzQ6QxRFCLQONpY53BMkrkaZb2fdvYCQ+aOoyQfIi70jMxZIEkVKttK4h8b/raiRCDnaWXDsrIvNuGJAOdSfLUfgY8gQkqLczFSlnHECBcguQbeyuCznjrQy0y7vVXU8eR2zCq1ph4j2DzL6F2Vi+9/AyghRBlBESHnEK6NUI/AwEC9BFwFsbE3ftNCyf1gvzlyNI2Q+wm9Xm/WXgc8lNqHtKMELx/t7ybSwxGizJRpd+fQ6jKIzSgVonSEVkUkXVL1OEnwfwdR5n5jlCH6IMfNiEK3mq09deoUWZYNXGnuZbZ2rdZ5N9Gfc/3zEBcuXOA3f/M3+cM//EP+0l/6S8ADLH94q+iDY180+u3COccbb7zBG2+8ccfgdqvz3U0ZJMsyTpw4Qa1WWyVIcSfnupPMNbUpv/7Gv+Fi/Cq+CBACjC3STBMm/S5SWsARJwFjQU+/lZh6EjDmNQf91WZiqAQwXRyOx7TjaTaWh+XVOC1ibELRS6h1Ijzhc62hmSrCQrNMICRt4yhpHyVbLDUnMC7Bcz5StKkW+2VIx9LSLLMTlwfTE1I42p2Q9dN9paAVhMhL19tmmoM1XL9aZWaygeelOCtIU5+FC+NEpTYLl6t42qfVzigGBaSss3xtBkMXrQzaFhibHWan7ZUyuIRyz0w9qnRpXC2xcfsifk9bOAMEh2iZbzFazq3oI3Syl/DkNIoCQkR4ogzERBwFDMbGSBmRqjdw1kPIFJdVELJAzFBW0BcbUDRJR0ZtPLkT607j7PDaA3mQzL2MIcEhgAqhPoBz1/HULvKyrEQSAXWU3AOug3V1PLUNO0JcAoGnjoyI7zdxroNSB7Hmf4w43Xh4au9breHETrCvgZjriTZUECJEkNFND2BMSjEKkLKMsBdwVIE6UETI+cGoTf5tlvC8ecb1a4NtmYnodiaICi+w1PpeVtz/lYmJkLWwXe3/XT3o4HonbOEbZ2tbrdZNZ2snJycHxuZrHWvRc73XzPVBi1arxaZNm/jBH/xBgAdPROJuysJwa3Dti/43m827ArebRf9Gv9Obqdls8vzzzxOG4W0FMW52rtuB65XuFT579hPUs2UkFiFaWOdITcB0TwjCOjC2wJjfxDoBGDJTZSJYGWi1tuMCBa9F0NPntU6w2C4xVxwC61InYjJso2WeGVZCx1KzwLaZfJ9KEVrdgAJQjUYEJZozFArXBuzfLPO4vFBmutrlyvIYgQqptQ0FrfFUxvXrU0hhSFNHpZhRKA11jOtLc8zPXBoQl4S01K6NsWHHiC1cqrBXS8xsGApWdFsFZCooTl4l6WqyOGT5UgE/SPF0gfNXSxSLPo3llMlpS9IMwEq8Yoyf7qIljq363iv6MK0sLy1Z2yHDp6C20hzJRJWoEMkqiTsJKtf11WIDToE1lizeBM5DySL4AumNI8UsjjaSMpl7HRg62ITqMKk5zmA8Rzg8sZ3M5BlhT1mZQD1KZv5k1Xo99QiZ+TMgRIgKkgqe+v+z9+dhctz3mSf4iYi877Pu+0AVLhInSZCStdbYpCVPj6TxofaO1bZb1raa3b0r0TO2ND22e+RDT1tam6O2KMluznq0amvlx273WG2qJVpuyRQJihRQuKoKqLsyKyvv+74i9o/ISGQBBaBQQAEFjb7Pw6eIzMiMjMjIeH/f433fLlAqSNIpQEBRZESsKEoYhL6WkH4DvTQCHUAINiSxB+SWq41SAMWhioy0rOFMemiIdnSCD6HDQk7BiyC4EJQisjAOggmwIggiCg2awjGgDnIDUW/GJq1SaP4jgrn/O6nUJrOzC21uqNfrxeFw7AogH7Wy8E5DEARsNhs2m42hoaEtrjSdxuba+bPb7fflHNxLz1UT23iUjdI7o6enh+eee45//+//Pb/yK7+y/0Qk4M6G6XCdD9toNLZt6mezWS5cuIDNZtvCId1tdGaud4pIJMLly5cZHh5mcnLyrm8CdwLX76fe5K8i/4GaXMQkqjqvmVoFMyKiVKPW1KPQRJH1WHRFaEFpoW7FbcyiINBUBLIVE3Z9lbqso1Y1UJcF6k09OqlJtORAVgTqDRGzTiFTMlNvyihyAxQDJmORfNmMJNVRZAM6sVMzGFJpP373dV5ZU4ZSyclIr9ontVqgWKrS7QS79TqQ5DM+nI4kBkMTRYFa1chm2IXLXiYc9SEKOoxIZNN1/H6ZZNSB1dZAVmo0SlZ6Bq6Xi4s5KyZJxuRWs3aDqUEuJtI3kURnULNTLxBf8TN6NIYgatecgq5xkIYUwiiMIAlmBIwYRTMKFSzSURSlRkMuYpRclJrXhfx1ghOjaG0LPIBKv0EoIYtJBBH0epAYBvkaTbFMs/VVi41xJP0c0EDAjiQ40ItjQAaDdLz9PWZTZQzOPKLYhyznUchh0p3eQrUBVXWp0dREKiooSh2d1IPcYaAOBiRxHHmL1q8ZSRxCVmIIwhAIZlX0Hz0IDRBPAA2Qa4iiGTqOtSG7EBUTgnJ9mETBiygYEJQVQPNm9atm5vL1a0RuP7ZITf/LCJZ/yYRDPWaNG5pMJtnYaPXfW0BxN4M9P0yZ6+1iO1eaZDJJKpUiFAqhKMqWEvJufWsf1rTwfgqtVZjJZPj2t7/Nv/t3/47XXnuNsbGx/QeuO43t6DiKohAMBtuk39HR0fvyQxIE4Y690M5J5Mcee+yWhOY7xe2Gp/5/oT/nzfRrKolBAqigUMYg6LEaNGqNQrFuwGXYSrXxmq6DWLmuw22sopeuKx7lqx48tg6ruLoVsyWHTrxeEo2kXfR7OmguFSM2XRNFkClVbdSbOmolG3WlSCzVQ6XeQCeqHFW7pUihZEWvqyDLqsau3XKdvhGNOun2JRAl7QYIibiD8dGOG7AM5aSf8UPXKTrVsh65ZMVsL1DKOcnnRQyCk1quSEUPomhBEWoYdEYs9jSS/rq7UWKti+7RSIfAj4JFeYyKTgXMiqxmzy7dYfI3WMOZpaEWsEroBCd6sQudYAABTGJXazJWRhRlGnIcQbEiU8QojSHLmyji9e9HkicRdEtcz0PzKM0haspr0FGoNUmnsDmvqFu1QNkoPUFdXkUQxxCwtPSL7UAJSToOSg1FLqCXepDlcx0OM3okcRylY8IYzOikQZSW+41CChS76s2qrHVs50QUnCBr7jcCCP0g62koMjrxMKAHxYAgSMgUEQQnKGVQFCRkROX6d6gCq4SoRKjpP0xd/8+3qC7dyA3VBntCoRBXr17FarW2wVbzCt0utBvhDzu43hhGo5G+vj76+vq2cGsjkQgLCwuYzeYtvrU7Bcw7teXuFD8M4KpFKpXCYrHwnve8h8uXL/PGG288uuB6Iwg1Gg3m5uZIJBJ7YtV2O9DTfF9rtdpdTyLfGKIo3kQZaDQbvLj6h2xUltEJIjqxjHbTrdRMOIzXaRSNph2X4TrVoilbcLd7rtCUVWH968AKkYKDPvt1YC3V9Fh1tQ5ghVyhm/4OjeBa3YCEjEGvgUSDfMpNl3ejfV9UFIVE0slo3/UhqGLZiE6QVLpO1kOhBErdCkKFzYgPox4UaggNK93dYRRFvc8qMiQ3nPQNX78p1yp6ynkj3q5WxmrOIgh2RML4+q8Dd2LdgaMnidQaoKqVTMTX7Hh9MhuX3RiMBuRmA0kxMfJYFqHuRBFyICi49EcoNa6rEwnoMUvDVNq2apozTJ5S8/rAlE7oQqJJo3FdRMEojiNQRi/2tvrKBkQsCLoycBhZKdFs5mnW3Qj6WcQOYNXxOPUbslNVian1mJJAU3hq3lAeNkjHaGhav9hb/NcedVCqVR5Wh5esKESBPiALNNGLPdBheQc2RMENHWpVCHZEQcSoX1P/LYOCS3Xzka+X7hXBjU60ICoRFGwogh0FP4IgoSBQk36Guv7Dt5UzFAQBp9OJ0+lkdHR0y2DP7OwszWaznZV5vd4tWdnDFpDYaeylQtOtuLWpVIqFhQWq1SpOp7NdFbgdt/ZeMtdGo0G1Wn3kwVUQBGRZ5syZM7z11ltbntt34LqTsjBsVWkqFApcuHABvV6/J1Zt2v62A9d0Os2FCxfweDycOHHinhVVtB+V1s/IN/L8weLvkWuqN0+dICErIsWGjmbDSEVRyDccFBoyAjoaMjRxokNPRW7QbXRRrphJlxukayW6TGbS9QJ+g4Fso4TfZCLXyJMoDVFoFPAadThEM7FqBlmoYtbLVOoCPmuRbMmCXtdAJzYp10R8tutDN4m0Hb87syULzKf99PuvZ561uh5F1mO2qmBvNJVoNJ3YfZvo9dfPbWjDy+CAOoBUb+gp5fWUUlYsVoXgchdWs5FipYxR1GOw5KiUjBgtVap5Kzqhgcl+HVhzUTfungxS6/0lnUy94GDkaBhBVHD0q9tllrvwj29QaaLqGyjg1B+jJscxSgcRBSOCIqETTDSVDEZpkqZcoKmUMYiOLaVgCS8S0OhQJzKIA0CMhpzteGyShnxlixKTUTqCIswBJpXrKZupV9ytLHoKaGIySZj0XprNFcAIVFGB9TTNG8vDupM0m51l3wKSNE6z2XkjkDBIB1G22L7pEcVJmkoCQRxFFZcwI2JU5RcFN1ADuYwo2FHkueuLKmyIguuG8rANneBAVDSVrEJr+luPKG9Q1/331A23B9btYrvBnmQySSwWY3FxEZPJ1AYKvV7/f3lwvTE0bq0maKOZDmhayJ3cWq/Xu2V+5F56roWCeu941MEV1Ht2Op0mEolgtVrR6/XodLr9B647DQ3swuEwV65cYWhoiMnJyT27KG/shSqKQiAQYGFhgcnJyR0ZDux0P3B9Vfji8mdUYFUMmIQ+LqcLdMtdrCkZjtgGWSgGOWwfZLUaZMrWx7XCJuPWHpaLEaasY1yJ1rHqTKwXMgxYe1nIZum39DOXyeEV7Vwo1OizdPP9TI4h6zBy1sx6SWYtm2HS7WExnWLEYuXVUpHDHi+zqSQnunu4nNjg6X4P1XwBt0lhLRVmqs9EvJRgwCORKpQY8BaIJF1YTXX0+hqNqg1HB0c2lzVjt5W2AGsy6mNw4DqHVdLVEapeBjuHlxoScsKCr/c6eFXyDio5GYPRRDpqQhINVEsCglCHphdZKWN1NikmzXgHwx09VghfdDL0+PWMGBT0jUkKYifYiNh10+Q6xfYxYZR6qTY3kcR+JEEFEB0CCE30Si8yVRS5iUSJupJrl2UN4iiyvHEDsB6kLl9FzYabqniE/jFEcYbO8nC9NIle3ynAYMIonUBWYojSYwjoURQBSbShKCkEcRLkArKSRi8dQm7OdLxWwCAd7ZA4VI9MFKfbA02KEgd0SOIUyOe2TBSL4jiKrJbR600L9aYTi6kPaCILx1GJwQoiJhSSNOlHUPJADUHsRlRWaEg/Qc3wibsG1hujc7BneHh426wMVPctr9f7QOgqu4mHqS1ssViwWCwMDAwgy3LbdGA7bm2j0dj15ywW1TbVow6u2nf1jW98g8997nMMDAyg0+kwGo2PNrgGg0Gy2ew99TjvZn9a5tpsNpmdnSWZTHLq1Klb+s7udj+gfmmvxr7FZiXBkPkol9IVqg2FctNAWWyCArWWWLt2szOI6uCWTWfkoHWUYtFCorLBqM/HeiFDr9nORjFLr8VBqJTDIxpJyjX6zA4MgkSf4uH18Aane/tYy2Zw6NVVqrF1AzK1/t1QFAZtPjJhPVfDBYbcToJpgUzKTLHu57ICdrORf5gpMWC3sJEv8Y6hQS5fXuPEAQer8SAHRy2E01FG+gUqzRROex1ZaeJ0ZqlWzBiMZQQBIqtehsY6gLUJ6Zidrv7rIF0tGBFkBXe/uhq2+iATttLTV0Nvui5yXwj78PTHqOR0KHULhZQCNRuiUCK+2M3wQR9NuYRSs9LQX+noTwrYdYcoNS53PGLAJA1QaS60vq8ysmBHEouU5OvlYUnwIQpQVeKAhCQ4MYgjCEoVnTTd0ugFEQmFApLgpylnUShikg7TaM7SCay14hhW23U6D0C5MIBke33LYwbpNPXGd7Y8ZtSdRmleRhC6EQQ7KCZEseXiI55ElUIsIwh+FPkyoCAgoJqmH24JTlw/A50ADCAIVURsiK3pYXV4SUIQpxA7smIZCUGcRlDC1KSfom74rZbC1f2NzqxMURRisRhXr14lnU6zsrLyQOgqu4n9ItwviiJutxu32834+Di1Wo10Ok0ymWRubo5arUaj0aDZbN41t7ZYLKqG4vtYO3knoR2v1+vl4MGDGI1G8vk8+Xz+0QTXcrmsfnidjqeffvqunRV2Exq4lkolZmZm0Ol0nDlz5r6XoLWBi0BpgzfTl+k3HeK7sSQu0UqmmcMumojKeYyintViDBGBYEkdMtqspNALEuWKke+Goozb1S8+V1PLpIW6CjTFlnRfRVEXCxZBTzhUxeBQ+6fpivo3mFL7sDlBvVGuZTPoRRGTIhGP1ImU8nTZrQTSOcZ8blYSaY70dnElHOOw20miUMJh0HPK10stWaNWk4glDMRiHqoFE03ZyeJClQHfEQLxHONdDswGE/aKyKWrQQ5N2YhmQvj9YLFXkMUsPX4LTV0IHXZEfR6DrkqjAu6+633lSsaOxV7ZAqzFqBe7L4akl7G4ZSBLIeGi77GN9jaFRgyn7hh5nZrZSTjR4cSs60WhjEV3AlBUX1csVOVVBIwoVBEFK2bRtbU8LLiRBB2N9vCOjICJprxCU7k+2WwQR6nLEZQO8XqjdARFSaATRzr6s1ZqyiaCchhRqqEoBUR6sNm2Ks+U8hOI9hv7s0+gtErGihJFUaJI0mnkDrN1AJ10CqUt/KBDwYkoTanGAuIxECQEWUEQbEAChOGWuESGRuMAFsNW4BfEI4hbQBkE6SiSfAlZPEjd+D+DsPcyfoIgqNmETsfjjz/etoJLJpNtuorD4WiXkO12+0PJarV5i/1oOWcwGLaU4N98803sdjuJRILl5WUMBsOWwajbLVY0R5z9WDm4m9DamM899xzPPffcluf2Hbje6WQnEgkuXryIXq9nYGDggQArqOCaTqeZnZ3dseD/bqOgK/HX8VeoNc3ka0ZqchNzU0W4YVsXV3IBRix+rhU2GbV0sVqK0WfyUG7W6BMn+G4ogttgZjmfxKE3sphLYNUZWMzGsUh6FrMJzJKOcLPEU85hXr8WxqzXs5RK4TKaWE6ncUgSsUadAbuDjXyOcZeb1WyGH+se4uyVII/1d5MqlhlwOYjli3gsZlZIY9CpN4VqvYHDoKeZbnI1HsVi1OG0mliNpBnt8bASSfHYSA+X1iKIzRoC0GNzMPP9dbq9dsxGE9cWygz0jjN/KcVj031currJkQO9XFkI8+T0AIvfX6NaaTA24WczGuSx0y42o2sMjhppiHHMzjLeHhm9WMPuziI3r19bkVkHfQdTW867Q3eMfON6ybSp5LDqx8g3tsr8OaQpCs1ObqsLs9Sn6ghLjyEIegRFQkREJosg6GnKOUCPSG0LsOqFARQluQVYDeIYiryETLmdtOrFg9Tli5htdZqoGbxBeoyGfFGdEhZciIIdSejF7shRrz9Oo1Gl2aygNC2I1mVEyYAotDSRpVNtsG0fh3QaZYvyUgNRHIPmWZQbthNusLQTpFPolXkqDR96gwsUI4LgQaBMUzyOQB3kMghdSM0rNIUhaqY/bglRPJjozAg7reBAla/bTsdXA9u74arf62eE/c/F1UClp6cHt9t9S25t52Kl85juRfpwv8WtMGvfgeutQlEUlpeXWV1d5eDBg2QymT0xML/VvsvlMul0mqNHj9Lb27tn+6o2q7zuOE+54OFaMYEbddpRtBihDHJr2EsrATv06uKi2+jhrVAes1UFt1G7m3SyzLjdw0wqzITdy8V0mEMOL5fSEaatPrKxMiVRoaEojLs8XIhF6DYYyFQrjLo9XEzE6bHa2Mjn8Fus2OsGalm1FK1dTuW6OnUcL5TU7DaZwazXUW006akZCcQLTPZ5WdxM8thoD5dWIzitarZfLLUEL0QDJ3qczJ0P0et3EI7lODTRw9xSBKdNPf5ypY4oCmxGszw52c/l/7rE4LCD4HoOk9FIOWsiOG8mnx9h40qFyamDXAtnGfaamXttka5+F/Vak0I+zdEf8xEJrzB+wkapEqFrROD/9v7HKDeXMUtjVBoxFCGPU3+cQmNrVujQHaK8ZXpYh0nqoty8Xh4VsWAUuyjLq9cfE1zoBQNNKkjiOKJgbg34NEDoQlZqKEoFFBGUuFqqbYVenECRV4DrE9466WBLqF9W9Y2VMpLgo9H8B0BG1IFBB3rxGCgXABWna00D1coBzMY4ku4wkmhCQEQQLKCkQZhUXW+UDKJ46AaZQw1Yz215TJBOIcrnQARJLIEcA/E0orwVgBXxJJJ8FlnwUzd9HgQPDzJuJ19qMpnadBVNxzeZTBIMBpmbm9siwrCdwfn9ikcFXGHrQNON3FptsZJKpQgG1TaJ2+3GaDQiCEKbhnO3metLL73EZz7zGcLhMIcPH+bFF1/kne985y23/+53v8sLL7zA7OwsfX19/Pqv/3rbPQfgP/7H/8jv//7vs7S0RL1eZ3Jykl/7tV/jQx/60F19rlgsRqPRwGQyIUnSo6MtXKvVuHTpEqVSiSeffBKHw0E+n7/vBua323e1WmVoaGhPgRXg/4x8m0zZwRppHIqRtFDGIhlZL8cREVgvqcM+4YqadaVqBQ5aR1lOKCQqFXpMms5vW04eAElU/+oEkUGLE33ZSKCQxWdVH9cmtOutCWwtycvXqvTb7OSjVZaiSXrsNiRBYCWZxqLXsxRL4bdZWE9l2qXhJwf7uXYlwqjPAYDNrJb9mi3FhHimgCQKBJN5+tx2jAWQdQ2qtQZdXjvhWK492xJL5rGaDawEEowOeNFlaijZausY1RmY0EYKf5edzVCag0f6mb8SwmYzkk7nCUVS+PtcxEIZDp4cZv5cnkzIQmKpi8QiDI4/xbh7klHbf9P+DgKBAOlsnLFDfdTlJHUlQV1OICtlas1V9IKDuqw+ZpK6KXcISQgYMUl9VJuL7cdEwYZetFOX1enZppJEhwdBiFFTrtObJKEHQajSVFIIWFVAlgYQ5AqidBSAXDaN1WZHoISAA1nJIAhN9OI0cgtstdBLR25QWQK9bgq9ZQ5BaHndylCtTGE2bc1iddIJBHmuJXNoQ8CEIHhBKaGIJ1A5uRVQXAjNqyh0AJd4QgXbjlDE40jyeRTsNEwvgTTAg46d2s116vhqvUYtq718+fIWEQav13tfW0OPitAF3F5buHOxonFrk8kk3/zmN/nkJz/ZNhp45ZVXeNe73rWjLPZrX/saH/vYx3jppZd45pln+NKXvsR73vMe5ubmGBoaumn71dVV3vve9/KRj3yEr3zlK7z++us8//zz+P3+tiOOx+PhX//rf8309DQGg4H//J//M7/yK79CV1fXTWXeG0OW5XYJ/+WXX+aNN97A4XBgNBoxmUwIyk54Lw8wms3mFiP0TCbDhQsXcDqdHDlypF3HX1hYoF6vc/jw4T37LNlslpmZGRwOB5IkYbVamZiY2LP9Xc4u89uzX8NRMxIQs0wZe7hWjXDQPsB8foMxazcrxSi9JjfhShq33opX7OV8NEulUUcnigioA0cmSUepUceuN5KrV3AbzKRrZU57BrmymsYoSaQrFVwmE9lqFRMCVdTXNVt9H4NOYtTuohivsZHKMehyEMzkmPR7WYwnOdrXxeXNGCcGezkfDHNqqA+xBmJR5uJKhBG/nbV4nh63jVS+jCiA3WIkni0x6LGg1xvpw8z5y0GOTvVy+VqYkQEPwXAGk0GHzWokmshzaLKHXK7MgN7IpbcDDI/52AymQVDw+mxENnMcfmyA2UsbTE73IMoKkZlVjGaRVLhI74ST8FKW3lE36WiBRl1mZLqHjeU4YyNOfv7/9RyHnj7Q/h6CwSCZTIajR4/e8TtTlCYNJUNDjtOQEzSVHHV5g4acoNECYJ1ootyYQWkJ7IvYMYl2Gh2DT6LgRRIkmlvAtheRMnJHGble8WMylYDrNCi9eBhJKAJmBMEISAgYEamCUkahgKLkEehGZJnODFhRphFZRBA6OeMHMOlWtzwmiEcR5Tk6wRvxsZZWsALoaDSt1Bqj2Cx1wND6HAJgRCQHSpmm6TdRpJN3PK97EbFYjPX1dU6fPr3r9+gUYUgmk+RyOSwWyxYRi3vpl5bLZd58801+/Md/fNfv8SBCURT+63/9r5w5c+auFZ5SqRT/y//yv/Dtb38bk8lEKBTiHe94B7/0S7/EP/kn/+SWr3vyySc5ceIEX/jCF9qPHTx4kPe///18+tOfvmn73/iN3+Bv/uZvmJ+/LpTy0Y9+lIsXL3L27NmbttfixIkT/PRP/zS/8zu/c9vjeOGFF/iFX/gFTp8+zbvf/W4ajQbd3d3kcjkqlcr+zVw7qS4TExOMjIxsWc1JkkS5XL7NO9xbaKPnmtLT/Pz8nmfKn19+lUyjQnstqBehqmabAHadukL2Gx1UmnV6xRG+HQryuKeXi6kw0w4fs5ko004/V7NxJh0+FnMJxu0eVvIpnvGM8r2FEKMuDyuZND06PZFKhV69gXC9xkGvj/lkgiP+Lq7EYzzl7ef7VzY4PtDLRipHl8NKMJPD0cpEpdaqtVJvYDHoodDkykIUp8WE1agnkMjjsxmJpAscHPQzH4zTIynEgWGvj0vfX8fW70EQYCOcwWk3sb6RYmLEz+JanIlhH9FEHqfJQPitEGGnCYfDTGA1wcSBbhavRbHZ1V5YsVDFaNRhEQVygRjFTJmu/m5S4SKirMdsMxJeS9Mz4iCymkNW6ljlEonlItNP3bxg2umaUxAk9IIXvXh70RJFUZAp0pDjyHKKphKj2QLkhhxHFGRqzaso1JCVDBIeRBpbgFUSelCkAp3AqhMGEJQATeW6FrMoDIOSoNmhUSyJYyhKAFmwIOBEEKyIgk8FYE6gUEdpVmg0vmw3nwAAw9xJREFURHRCFIVmu/TfbI6h5xpbgXUKUb7K9UnmBk3Zhc04iyBfXxwrwgFEJYBCA9n0/35owAq3LwvvNG4UYajX6226z/z8PPV6/SYRi7vZ536ZFL5TaBn2bhYSHo+HI0eOkEql+Nu//VuWlpb45je/eds2X61W49y5c3ziE5/Y8vizzz7LG2+8se1rzp49y7PPPrvlseeee46XX36Zer1+08CVoij8/d//PdeuXePf/tt/e8fj+OIXv9heBMViMb7+9a8zOjrafn5fgmuj0eDKlSuk0+lbUl22kz+8H9FsNpmfnycajW5RerpXT9c7RTATZaGwiRUDKbGCXpBYK6ol4I1yqwRcVW+qOvTE0lZ0LQcXqXUbNEvq12nTqYDjMqhg7DNasdYtVPMCCgJes5mVTBqrJEGjTrfTSTgRx9qi2lh0ek45eimn6igKVFuVhFxZHYaJZguIgtDurxYqVab0LmavRRnrcbMSSXNkuJsr61HcFgOJQhWlqb6HqDNwasDF2mwUo0HHSjDJUJ+H9VBKHVbKhzGb1Iu+UKpyYqKXhe+t4fZYiWxmOHSkn7krIfQG9VjTqTIOh5nNjRTHpns4/41L9E2oJg2lXB2n10poJcHU8SGuzQTUKsSojs23FzDbjXjH3czMzLT7RbvpA+0kBEFAwoYk2UAave22ilKnqaSQ5QRNJU5TTiIrcVDKhNNv4XI1QcwgKAqiUETZAqy9CORQOoBVFPoRlAQKRRQFFDKIDIG8gcz1KWtBGMaoT6GCt0hTcVCr96M0SxQbA0iSHp1Oj15vRI+MIvSDkkN1MhrEqIsjCJ3AOoSoRBCo0TT+Jorueun9YcReAJder6erq4uurq62GH0ymdwyQasN9bjd7jtST+7Vxu1Bxb2AK2yVPpyYmLhjRTCRSNBsNm+iXHZ3dxOJRLZ9TSQS2Xb7RqNBIpFot/iy2Sz9/f1Uq1UkSeKll17iJ3/yJ+94DO9+97t56aWXyGQyrK6u8ud//uc888wzmEwmrFbr/gPXQqHA22+/jdFo5Omnn76lKPdegF25XGZmZgZBEHj66ae3lDtEUaRer9/m1buPRCLB1y69CjoYtXdzJR+k3+BmrZpgwOxlo5zErbcRrCQ5ZBvj1ZUEMgLlelIdIiqo2U2opN5koxUVhBOVIn1mB9lkg/l4igm3OkCSbA0SFVrnL11TQXOzkKPLYiUXqxCIZbAaDRh1EkuxFA6TkeV4kh6HjY1sjgm/h6V4itMDfaxdS2DqUXsmTqsZSCO2AKpYbSAAG8kcDrMBa01HPlkglSlxeLKH2cUILruJdaDRUD/PZjSLw2bC1hSoR0qUSzUmJruJbGZoNGREUWAjkMLlNpGMFzl8dIBSMEFiVaW8lLJN/H0uosEUU8eHyCaLNGoNdPqW9GMhTyFeYOhAH//tr/wkvb297SlRSZIwmUzIskyj0XgoPDxB0KMTukG8mbs9s/5d+n0n2zcmRSkiywlkRf1PUfLIcghZjiMrSWQ5hySUacrXhTkEupEowRZg7UYUCi1aDYCMKJgwGyOgXJ+qrte9KI0aCIV2zqrQjV5oUG86aDR7MBgdKFhUoSvBjyy9A0X/c/f5LN193I/M9XYhCAJWqxWr1brFnUazgSuXy3eUFnxUMlft3rvbz7pbR5wbz9edvtPttr/xcbvdzoULFygUCnz729/mhRdeYGxsrG0fd6v4rd/6LX7rt36LP/qjP6JcLvOlL32Jl19+mUajsf8s50C9uHp6epiYmLjtSeuUP7wfoVF8enp6OHjw4E0XzV6AuaIorK6usry8TMRdhdL1wpum7+E12NkoJxkwe/GKPcSzEjVFYdrp42o2zpjNw0ohxYDFwUYpR7fJRrCYxWe0YJWM1FIN5nMaxSaFy2hkJZvBodMTbdTpslhYz2Xpt9mx6Q2YixLz0QSTfg+L8RSHev3MheNM9/i5GIrQ77QTyRVwmU2c6u1FysgUSjUqdfW7iGfVYaXVaAqbSc9mtkyX3Ygo6ZmwODl/IcBj030Ewxm0ymsiXWxnsQO9LgrFKke7vMy8vszho+rgSyZTwmjUsbYSY3DYy/pqgpFxF3q9RDOaZmN+E4NJonfES3gtyaFTI8Q3M9QqdQwmPcHlGIce7+X8f3yT6TPqKjkTzXL83Ucwmo3tKdFMJsP6+jrFYpHXXnsNl8vVzmr3Iy9PEKxIklV12rlNKIqCQg5FTqAoaVBiKHIMRUkit8rSiryEgq4FpnYEQdwCrODCZDBuBduGDUFuYDDGMbSqbIpsRxJcCEoIWfezKIZfvf8HvovY6UDT/YobJ2jL5XLbnWZtba1NB+qUZ3yUwFVzJ9tNFAqFu6JR+nw+JEm6KUuNxWK3FBDq6enZdnudTrdFe14UxXbmfOzYMebn5/n0pz99R3B94okn+Iu/+Aui0Sjvete7+KM/+iO8Xi+VSoVarbb/wNXpdO7opN+vsnCnofrBgwcZGNh+ivF+g2unmfqxUyf4o9nvIyIQaAlCJBtqBpFvlHHrbeSLJs5GI5zwqmK4WunXa7KwUkjRY7azUcoxYHUSrRQ4aOvhtYUQx7t62cjlGXO5OR8N40EgA0x4vZyPRhiwOYiVSkzY3bw9G+JYv1oq0fqqplbmprTylGKtjl4S0Vfg4lwYp8WEyaBjeTOJ32llI5Fjos/L0maSIbeJQqXOWI+fpZkwlX61EpDKltBJImsbSbq8NkLRLNNj3VxdidLrtRMKFigKalkzvJnG5bYQXE9y4GAvC/Nh7A613G0QBNIrMVaLVboGHUTXs3i6HITXkuQzZSx2E4GFKOOH+5DzBSqRJIIgEFmJ0zfRzfCRQQRJoF6vt52PPB4P5XIZQRCYmpoimUySTCZZWVnBYDDg8/nwer24XK59SfS/VQiCgIATpDv7GiuKjKJkVTMAJYmiJEGJg1JDkNda/06CksNstCLI1yejm00d1ZoDmzlEuXEGRf8/YtgnC5KHLdxvNpsZGBjYIi2oVUw0uo/ZbL7JuGM/xv2wm7vVvXa7MBgMnDx5kldffZUPfOAD7cdfffVV3ve+9237mjNnzvD1r399y2Pf+ta3OHXq1G0FLhRFaUtl3im0/vtf//Vf8+STT255bt+B690Ypt8r2NXrdS5fvkw+n7+jofr9BNdiscjMzEy79H2hsE5FrrUFIVyCmUSzgFUyosgCqayd9aqqlhRolYC10m+6qg51FRtqybqpKBwzD5JNNVCU65ScYlktBZssFqhWaLR6JvVmkyfcfaSjZZqyQqY1JBbNqeAWTGeRRJGVeAqrQU+yUOK4o4sLs5uMdrtZjaY5PNTNbCBKv9dBPFvEKLXoP5KOCZeF5FKGWrXB+kYKr8vCRjjDpDa0NOInliyg04kcHu0mcy1JKVdhLVdhYMjDRiDF4aP9ZNIqIAPEo3keP9LH7KtX6Bq0U8xW8PrdRNezJKNZHG4rG8tRDjw+RDSYQiwXufraLDaPjYGpXoJXN+mf7OHMf3cKSZKQZbn9H1wfsTcaje2bYbPZbEu/Xbt2jVqthtvtbmcmu/XE3E3s9U1XEEQEwQ24gcnbbqsoMgo5UJKsrfwAs7mBy14mUYizvPFjZHNvtsUE7sXo/H7Eg85cbxed0oJw3bN2c3OTSqXCa6+9tivP2gcVD8PL9YUXXuBDH/oQp06d4syZM/zJn/wJgUCgzVv95Cc/SSgU4stf/jKgTgb/8R//MS+88AIf+chHOHv2LC+//DJf/epX2+/56U9/mlOnTrUpV6+88gpf/vKXt0wk7yRuBFbYh+C607hXsMvn88zMzGCxWDhz5swdFVju5Oe604jFYly6dImBgQEOHDiAKIq8mVIl4+w69QbtEa1kmmUOWIZ5dS3GuMNHpBRn2OZivZChq1X6dRlMLOeTWHV6FnMJekw20skGoXQanSiiE0SW0kkkBNbzOXSiyHo+j14UWUynsIoS9UyTUDpHpd7AbTaxkkjTbbeykckx7HGxnsow1e3jWjTByYFeoqtZJI96c3TZzBBNo2uBabmqAnwokUGvE7FjIBrKkC/WmRj2sbSeYGzYRzJTag8tFUs1REHAJAtEFhKkEkUmp3tYvBrB7bawEUhRrTYQRYHAepLuHic+i45yKAGygtGovk8kkMLX6ySynmL6xDBXzxcxW/SQTLC6UmLwYD/rsxsMTvcBkE3kOf2eY+3vXZZlms0m9XqdRCLRbjtoGa0gCPh8Pnw+35bBFc19xWw24/V68fl8t/UU/aELQQRcILgoVMoIejtGxzBGB5zsUac8tex/Y2MDQRBu6bKy1/GwM9fbheZZqykfTU5O7sqz9kHFvTjiwO56rh/84AdJJpN86lOfIhwOc+TIEV555RWGh9WWSDgcJhC47sQ0OjrKK6+8wsc//nE+//nP09fXx+c+97k2xxVUkH/++efZ2NjAbDYzPT3NV77yFT74wQ/u+ti0eKTBdbc9183NTWZnZxkZGbljb7dzf/eiCNWpMHXkyJEtYhTfb4Fruq5mi00U+uR+IjmJuqJg06ur1i6TjfVChkGrk1ilwKjNw0xqk3G7l1pTxlK2cC4ZblNqDrg9LKRTDJktBMolDnq8zCcTHPL5qdTrGBM1VrIZHuvr5tJmlGGvi/RGhH6Xg2i+iM+qikNYDQaO9XYjZRSSmRJ+m1q2T+aK6tRwNIPFqGdpM4HboqeJyFO9PZw7t85wr5V8sY7FrN5EqxoAR7LYLEY2Y1memuznwneXOHy0n1SiiF6v/miTySJms4HVlThDIz5SiTxDbhMzfzdH15ADQRRIbObpG/GxuZbg0MkREuEstWqdySN9XHnlLfpGu0gEEowcHQQgsZHCP+SlZ8SPxb51YE0TDJEkqd1310C3cztRFLcMrjQajTbvUfMU1W6EXq9332UdexXblTINBkPb6FyW5baYgEZ1e5BZ7X4vtcJ10NrOs7bz+rqVZ+2Dinudai4Wi7uSP3z++ed5/vnnt33uz/7sz2567F3vehfnz5+/eeNW/O7v/i6/+7u/e9efYyfxyIKrTqdrl+92+oORZZlr164RCoV4/PHH6erq2vH+7iVT7iw/P/XUU9jt9vZz66U44Uoal95KsJzArbcRy+pZLRVwG9X9xcpqCThXV/sAtabmhqOWfN2ildeWQhzrVkHPqmVjrRJvt8tFoFxqU226DBbOL23SZ1azPrGl3iTL6vuVayoAZsplBMAsS1y8EsZqMmA26FkOp/A5LATiWcZaOsHDHgvr1TrjvX4iCynqRvU9anV1QRKO5zCb9KwEEgz0uNiIZDh6oJdyME8jox5XpdJoTwL7/HY2N9JMH+rj6twmHo+F0kqEYC6H3iCRihTpGXIRXkszOm1jcy1BMV/GZDVg0gmUQjEquTImqwps0bU43SN+omtxDr9jmqf+0Va+ZS6X48KFC213i05fXVBvJtr1pi3qtKxWFMUtdIxCoUAymSQcDnPt2jWsVms7q32YZdEHEbc7NlEU26AxNjZ2U1YLtMuge5HV7qey8K1iu4zwTp61ZrN5i2D+g5gFuB9l4c774A9j7DtwvZueK6hf8k7oEpVKhQsXLtBsNnflpLNbcC0UCszMzGA2m7ctP2tZ64DZi0tno1nxMFfapM9gZbNaxG+yEihmsOuNLGUTGESJpVwSEYGNYo4T1kEurydpKgqhvEqtCKTVvmypBZqRljFxpFjgSW8/q6tpqo0myQptvqpOFFlOpFRJw3gKt9lEJFfgme5+zl0IMt7rYTmc4vBQF7OBGAM+J4lcCatR/R70OokjA11UNkukkkWEpoLJqCOaLNPX7WQzmuXgRDfzS1G8bis6UUCXqrK5kqDZ48RsMbC2Gm9PAh95bIBEPI8gwORkF6G3V6jkS5TyNSYfG2Dx0gYmmwqc4Y0EVoeJzbUERx7v4+2/OsvBpycRBIHNlRi9492El6Mcfsc00bU4xUyRJ957vP0dxGIxrly5wujo6E1iJdrNuBNsO//bLqu12+3Y7fa2yIAGIJcuXUJRlHamthtB+H0mqLYl7jYz7MxqFUVp6/nuVVa7n8vCWtxpWvhOnrW1Wq1N99nLCfd7LQvvNnN9lGLfgStcd1y4XWhf7E64iKlUiosXL+L1ejl8+PCuLordgGs0GuXy5cttI/ftLnINXI1Y+E4oz+Nu9YflkgxsUmTI6iJeKTJm93AxFWbK4WUuE2PK4aeeE0gVaiQr5bZ7jc9gJFYp0222sFkq0WO1Eczn6LPZ8TVNJKJFIvkCwx4n66ksI24na+ks090+rkYTHOnr4spmjHGfh/RGAbmsfg/a9LA2VFSpqdlbKK5yWr1mO2vzMQrFKoO9LoLhDAdGfCysJfC7rWxGs23uq0kU2biaIifLdPc4iUayTB3q49rcJnaHWuIqlWpIkohRgOxyhORmhpGDXazNx9rKUNlYCU+3nVQkz+CUl/x6hNDcMoIoEJjfpP9ADxvXwgy8Y5rwcpRcIoery8GP/fxTOP0OFEVhfX2dlZUVDh8+vCNPYA1A4frgkwa022W1kiTR09NDT0/PFgAJBoNbAMTn8+2ZgMWDinsBfkEQts1qtd8usKXUvpus9lHJXO/mM97oWdtJ99E8aztFLO6XZ+29ZK5a9v2oG6XfKfYluO4ktCGT2wGedvNcXFxkamqKwcHBXd+8tP7bTkJRFJaWllhbW+Po0aP09PRsu12pUWU+t8EB0wT/EEhRl2XCZVUIIt9Uy6p1WT0+TYXJIuk5YPfjrtk5mwhxuqeP1WyGLrOFjXwOr15PolZl0OkiWi4xYHegE0QmdC7OLm1wcqiPjUwOn9XKeiqL06TepKwtkqJeFDnY5YN0k81YDotOfTyevd5fNRv0LG4mcJh0FOsKzwwPcO6tNQ5P9jK7GMbjtBIMZ9rl5my+rA4khdOcPtDPlW8vMj7ZzdJClIlJO9FIti3UH4/msNqMbASSnDjcy8w3LtE34VLPgaRD0okEl2PX+6ynRtDrdejzJTJrSSS9RNeYj+hSHFe/WnaKhRK4uhxE1+N87E//Hzzz/ieQZZmrV68Sj8c5efLkbSfFbxWd9mVwfShKA9ztstpOAKlWq+2sNhAIbOFFejyeR9JI+n4tDvYiq/1hBNfOEAQBi8WCxWJhcHBwTz1rH1bP9VGKR+/X2xG347p2SiiePn0al8t1T/vSMtc7lb7q9ToXL16kVCpx5syZ267OZtJr2OV+wjmFXKNKr9lOqJTDKunZqBXQixKLucQWFSajYmB5PUnNrl7YmaoqBh/LqM9LJjMUC5Rb1ByrpKMUrpJ2twzTq6oaU66i/jtZUvuym9m82l9Fx+pCHFEQsJkMrIRTdLtsbCRz7f7qiNfKWrLOeK+PQrhEI6fuS8tc0rkSoigQjGSwmCTWQmnGh3xYqgqkKigK7SnfQr6CJIkE1hLtLPbwkX7Km2ky66qIvVKXMFkMrF+LMjjRxdrVCCPTvWyuJTDoRYorQWLpAsOHB1ieWcPX4yG6FKeWb+DsdhBbTTB0oo/3f/gn6Tnqbd9sGo0GTz755H1zNdkuq9V6tZ1UH21hqNfrt9ic3Xgj7CzvWa3WfZ/V7tXA0HZZrTbgczdZ7b2WMh9E3E8Rie08a7Ws9l49a3/Uc71z7Etw3UlZGG5dqtV4pAaD4bYSincTndnJrS4qjd5jtVo5c+bMHUsw/yW4zqVEmtM+lUzdb3ESLucZMtmZL6aYsHuYb6kwBUtZnnGN8b2FEF6zmdVsBqfRyFI6hUkQCdeqmHU6FtNJTDodi6kkZ/wDnLsSQi/qWIolsRkNLMWSOE1GluIpHAYdG9kCfU478UKRHxsY4q2ZAFMDPq5tJDg60s3ltSi9HjvRTAG7SRuAEhnrdiPH64QCaWR/E71OFYVwOy0ENlUwXQ4kGOgyYzGL+NFx6cIaEwfU0utmKI3DYWZ9LcHoRBcrizHGxrsQRQElmSNwOYjVacTlsxFeT3Lg8UEWLgYxtwaU0vE8h48PcP4vv8fEiREWIhmMrYnkrcNLU7j9Tn7jz/4lmGQikQgrKysIgkB3dzfZbBadTnffs8RbZbWdpWS4Xj4WBKHNe5yYmGiX9zSw1TRqNcDej/Gg+sEGg2HbUvudstof9sz1TmEymejv76e/v/+ePWvvZaFSq9Wo1+s/Kgvv59iOjqP1OQcHB5mcnLyvq0C49YotEolw+fLlu6L3vBZRzbSTFVXgodIqBWu9SatOBZJukw2pZKBSUG9eww4XyXKZbr2RbLXKuNvNbCrJpNvLpXiUg14f+opELdOg3lSY7nZzeTPGmM/NpVCUEa+bi6EIXWYjuVqDAZcDV01PPaeeS7Nh66JA468GY0kEAbw2O4HZGIlyjW6fnXA81xaFGB/2k86WsFpUoDNIUA+UCCdrbVqNJg6hifBrNB2jTqS8FCZdrODptZEKFzh0qpdMotB2Z48E03i7HTjMIrVYErkpt8EptBihb6KbzaXrw0sDU338yu/9Y8w2E+l0mlwux+DgIH6/v635evnyZVwuFz6fD7/fvydDILfLarcrH98oYKFp1CqKwrlz57YIWNztcN5excOgutwuq9UGyDTAqNfrD4W2cjex0wHNe42detZqWe2N1Z1ms7nr/m2xqFIOfwSu+zg6y8KyLLO4uEgwGOTIkSO37HPuNrQb441Zg6IoLCwsEAwG74res5CNE60U8BjMrBRSGEWJpVYJeKOlvhQt55mweUkmaiwk0hzyqaBeb1Fx5NZfU6uco5dEui1W7BUDP1jd5MSgyqXVaROv2gq+ReFpyAqDDhuVaIXVYIohvwuAzWQeSRRYi6ZV/mo4id0okSk3eXpsgJmz6xwc72Z+OUqPz040kW+LQlRbNJ5oIs+R0S7W3grS5XcQCWeZOtjLtfkwLreVjUCqLdQf3szw+JE+Lr5yga5+O4W0TM+Aj1S4QKVUQ9KJbLT6rJlkgQPjbn7wN28zeXIUSScRvLrJ4ME+AnMhBqd62VyKkk/l+Uf/4ln+6ad/AVEU2dzcZH5+nqmpqbbsmtfr5cCBA5TLZRKJBPF4nOXlZYxGY1swYi+oDXfKam8cihIEoQ2koVCIxx57jFKpRCKRYGlpqS1gockyPqzsbD/wSG+V1YZCIXK5HPl8nmazuaPs7GHEw9IWvvG8aZ61Gp3sRs/ae+m5FlrshR/1XB9C3K0EYq1W4+LFi1QqFZ566qk9WRFpN7pOcL2X/f5DVM1ah21uUqkyEw4vs5lYW4jfLRrwG2yshYqkyoVWqTeFThBZSKogHGuqnpur2Yz6pjIoCYV1Uf13MJ1FANZT2TblRpMyNOokDIjkwjWWy0U8djOBeIZ+r4NQMsdkn5fFzSRjfjsr8TyjPV6UXBM5o974pdbUcKHUctSJZjEZdawGk/T4HfTZLDQSZeSGgs9vJxLOtgec0qkCBqOOtdUE/QNu3EaJymYCmgo2h5UYOTKJAmarkfWFCEOT3azOh5k8MkBtM0pipYrRYmBtdoPhwwOsXFxvi0Skolnc3U5++p/9BD/14Xe3h8uCwSDHjh3bItithdlsZnBwsD0EkkqlSCQSzM/PU6vV2tO8Pp/vvvVnO+PGrPZ2VB9BENpgOjg42KZiJJNJ5ufnaTQaW7Lavfi8t4uHDa6dcWNWe/HiRXQ6HZVKpZ2d7TeJwf0g3H8rz1rtGqvX60iS1FYqu1vP2mKxiMVi2ff973uNfQmuOw1JkigUCiwuLuJyuTh+/PiellQ6VZpyuRwzMzM4HA7OnDlz1/t9LbIGXM8izZKa+XlNFtaLafplK+eWEhzr7iFZLjPh9nAlHqPfYCRUqzLh9rCUTjHmcrOSSXOme4CL82H6nQ4C6WybajPqdbGazDDu87CcSHGgy8tSPMU7BgZ5+3yAyR4X2VKGQZ+LVL5Ml8tGKJnD0ho4UuQmPS4bUrbJtYUYA91OREFgPZTCZjGyupGkv8dJKJLl4Hg366EU4047M68tM32ot3Wu1Gnh4HoKr89GKJhmcrqHcChDr03PhW/P0zVsRxAguZnD02VnczVxvc9qMTJyoJvIhUUKyRzRbImJE6Ms/mAFs00Fj3gwibffTTae49f/v/+SYz9+mGazyezsLLlcjtOnT+9o8SNJ0hZqQ6FQIJFIEA6H2zJ0fr+/LXP4IMrHGtDmcrm2FV69Xm9v2/l5i8UiiUSCSCTCwsJCW8DiQWRq+yFzvVM4nU4GBgba2VkikSAUCjE/P4/NZntg5+pWsR/A9cbYzrNWG9r8/ve/j9FovCvPWg1c9/u1cq/xyIKr5lyQSCQ4cODATeT/vQgtU9bkE8fGxhgbG7vr/RbrNWaSISRBYDmv2ndtllUBiFqzyajiI5dXy6vaOzdbLg1+h4NQIo67lZH4zRZ8mBHz0JQV/HYrgXQWv02l2nitFlaTGVwWdXuX2cRjDj+1zNb3r7VKtLmSOkUciKr9VbvNTn05y3Iuj89tZSOaZWzQy0ow2fZj9bqshCJZrGYD3U0dqZBKrdkMZTCZJYLrSUbG/KwuxxkeGyCZKGC3GskXymzM59AZJNLhEgPjXQSXYhw8OUwqlkfj5+hEhdxigNh6nINPTTL/5iKSTl31hpaj9Ix2EVmN8cR7j/NLv/PzDEz1Ua1WuXDhAqIo8sQTT+yKFykIQlsQQpOhSyQSJBIJLly4ALAlq71fHEItOsvH8Xicy5cvMz4+jtVqvWWvVhMY0DKOG/to98oVvV3sZ4EL2DrQ1Jmd3dir7TxX2vl6UFntfgTXztA8aw0GA0NDQ3i93raIxdLSEpVK5Y5T7v9XoOHAIwquzWaTubk5CoUCvb29jI6OPpD9iqLI2toayWSSY8eO4ff7d/U+b8TWqSsykw4vi7kkfRYHm6UcozYPm+EymVIVRZYRBYGVltpSuKQOASRbIJsol3CbTNSyDeYCcSb86rh9rqw+nymrIJlqUW2ShRK9Djv5cJG1UAa/04IgQChdwKCTWIkkcViMrIRTuMw60qU6T431c/mtINOjXaRSRfq6nSTSRewtZSTtVprLV5gY9LI5E6JZk4nlKwwOewmsJenttxAOlbC0pnwr5RoTE12svbGA3KhTyFSZONrP0uUQdrc6mFMu1pB0EhvLMY6dHuIHf/U6h5+ZIrYep9FoIkoiG1dDDEz1snEtzOF3TOHpdfGvvvCrOLw28vk8Fy5cwO12c+jQoft2s9Lr9Vu4l9lslkQiwfr6eps6owHt/RSECAaDLC4ubhG66ByK0izKthOw6JTN0zK1G6dqfT7fPXEeO2M/ZyO3U2jarueYTCbZ3Nzk6tWrDyyr3e/gqoXWc5UkqX3Nw848awuFwq6oZS+99BKf+cxnCIfDHD58mBdffJF3vvOdt9z+u9/9Li+88AKzs7P09fXx67/+620HHYA//dM/5ctf/jJXrlwB4OTJk/z+7/8+TzzxxC7OyM2xL8H1die9VCq1M5Le3t77ni3cKqrVKtVqFVmWdyWf2BmvtfqtLoM6udhnsdNlsCMW9KwUwky7PVxNpxhzOFnJZug2mohWK221Ja/ZjCCDv2phPh7HYTKyEk/hMBlZjqtUm5WWhOFKIo3Xasai02HOCqxF0gz4nGwksvS7LYTSJaYH/VwNxhny2siVqgz4XIw3JIRsA0VWkHTqj71cUbPdWLKIJImsb6RwOcw4TAaa4SKbiRIHj/QzfyWEw6keW7OpQnAsmsVsMWDVS+RWo+QSBYYPdlHIxNDp1cswFclhtZsILEYYmepV+bpRNbMv5koYzHrWrgQZPjTA6uUAI0cG2bgWZvLkGL/42z+L3qBrZ3gjIyOMjo7u2c1eEIT2tOXExASVSqWd1a6urraVcfx+Px6PZ1f9Ja1fHAqFOH78eNueDHYnYHFjpqZRfS5cuLBlaEq7Ce7m8+5ncN3p5+vMakdHRx9oVvsocHHh1qyJ23nWfvWrX+WrX/1qm9d9N1zZr33ta3zsYx/jpZde4plnnuFLX/oS73nPe5ibm2NoaOim7VdXV3nve9/LRz7yEb7yla/w+uuv8/zzz+P3+9uuON/5znf4hV/4BZ5++mlMJhN/8Ad/wLPPPsvs7Cz9/f33doLYp+B6q4jH41y6dIne3l6mp6dZWlqiVqvt+X6z2SwzMzNtx/p7pT58L7oGqBQcSRAwNgy8vbTJ8W51wtnSurGJrSx10O0mGgkzYHcQKRY45PJxcT7CdLefdWC0Ra3p/HshFGGk5XJzyOvj/EyQx0bVHqjfaWEjkcXa6qsaWyXWarWGw2LEUBaZn9ukv9VfDYbSmE16VoMJurx2wrEs48M+VoNJHh/p5sLfL3LkMXUCt9lUe9LJRAGDQSKZKNPd6yQRy3PiSB8zr1y8rrgk6FSh/pW4ahcXTDF1fIh4KI2pUeHSa3P0TXRjc1lZn91g8sQoCz9YwdySSExuZvjF3/5Zfu5/+kcoikIgEGBpaYlDhw7d92nxO4XJZNpyU0mn08Tjca5du0a1WsXtdrepPjuhg8iyzOzsLNlsltOnT9+xjHa3AhY6nW6LW402Vbu2tsbc3Fxbycfn8+04y9jvZeHdZoW3y2o7jRnuR1b7KGWudwLGGz1rBwYG0Ov1fPnLX2ZpaYmuri5+8id/kp/6qZ/iueee2+IUdmP84R/+IR/+8If51V/9VQBefPFFvvnNb/KFL3yBT3/60zdt/8UvfpGhoSFefPFFAA4ePMgPfvADPvvZz7bB9T/8h/+w5TV/+qd/yl/+5V/y7W9/m3/yT/7Jjs/FreKRANdOu7bDhw/T16d6cup0Osot55e9Cq2ENjExQTwev+f3W8wlCJfzeAxm4pUChw39vLUSUVWYWlO/wYz6t9YaDCjU1Yyx2mzwpLefcrJOtdHkemF269/Of53y9VCKV5Hl65lnttgqHbcmfVc3E4gCGIwmugoNFq9G8LmthKJZRgY8rG2k2qL7PX47sWQeh9XEtNtFcVPtFSfiefR6icBqHH+XnXAow+RUN4vXovj9Nmz1BqmVsHpcJaU9CTww0UVgIcrQhGoXZ7EYqAbDBDbAN+Bhcyl6vc/asqKLrsboHvHzof/153jmA6fbbkexWIwTJ07csxrXvYYoiu2brTYAolF9FhYWsFgs7VLadtQZTeWr2Wxy+vTpu86MdiNg0cl51JR8tIxDp9O1j+d2Ays/LJnr7eLGrFYzZkilUjfxQ3eT1T4q4LqbDLuvr49/8S/+BYqi8Prrr/Obv/mb/Jf/8l/40pe+xFtvvcVLL7207etqtRrnzp3jE5/4xJbHn332Wd54441tX3P27FmeffbZLY8999xzvPzyy9Tr9W0rM6VSiXq93la0utfYl+Da+QOo1+tcunSJYrF4k13bvRqm3y407dlwOMzx48fx+Xyk0+l73p8mHDFu97IRLtE0CNRkmXGXm+VMGq/BQLxWxSqKBAp5rHo9S6kkDoMRqShwZSOKUSchCQIrCVU0fzWZaf9VH0/htpioJqqshnOIAi2rOLWvuhpJ4XdaiWWLeC16kqU6J0Z6Wb0YYXzQx6acobdL7a86W9O4mlh+qVyjx2cnv5ImEcqAIODvUqk2EwdaesEHnMRjefQGHQ6HntJ6nI1rEXQGEV+vk8Rmtj0JbGtlocV8hamj/Vz6z2/i73O3e6mJjRTNVp81eHWT/skeSrky/9P/8TyTJ8fadn6VSoUnnnhi34kEaAMgVqu17WKSTCZJJBJcvnwZWZbxeDz4/X68Xi+yLLddlI4fP35fSoR3K2BhMBi2KPloAhbLy8uUy+W24IbmJdr5e93v4Hq/gUuv19/XrPZRAFft+tnt59SkD5988kmefPJJfvu3f/u2VY9EIkGz2bzJWKO7u5tIJLLtayKRyLbbNxoNEonEtlnyJz7xCfr7+/mJn/iJXRzVzbEvwVULje5is9m2lRPcK3DVJk0bjQZnzpxpl4Fv5LnuJl6LrnHU2UM9I7GZK9LXowrGO1uTm36DkWStRpfOwGqtwrjbQ7pcZlhw8vZKiKluH9eiCSa7vCzGkkz4PSzFU+2/k11eGo0m3U0TF5ciTA/4uboR59CQl7lAjOEuN5fXIvhsRuLZIi6rkVGfD122SbXaaAvoa2IQiYwq2B/YTGM1G5AQ8JRgbTXJ5FQPi9cidPeoYGpsCUmUijUEAURFQYxnCSTKdA87ia5n6T7iIRHOts9HfDODzWnGahAohaNU8xVcficb18IUMyUMZgNrs0GGDvazdiXIsXcf5pd/7x/jH/BSLpeZmZnBZDLxxBNPPBJC9zqd7qYho3g8TjAYZHZ2tj2hPDY2tic32d0IWGj9xcnJSUqlUjur1QQ3NPDY75Zue/357kdW+yiAq1b52O3Cr1Qq3dTm2GkvvDPuVInYbvtb7esP/uAP+OpXv8p3vvOd+8YN37d3o1AoxNzc3G3pLjqd7ib5w3uNTCbDzMzMtvZ09wrmpUYdpS4wu5ppu82ECqoLzmZrKlgymqCQb/NfPXoTweUMzS71gra1+qROk/rDdJlNW/72WqxcvBCid0jN4EwG9SvWazdTRX2fbL6IQRIxVATmZjfo9tnbIGo26lkJJtXScCTL6ICH1Y0UTx4cYPa7Kxw6ojb7DQb1PUut8nI4lMZqNbK2Gufxo/3Mfusy3UMOCokyXr+b6HqWQq6sKi6txOgecJOK5zlytIe3/+ObHHr6AADJzTQ2t5X1uQ0mjo+weG4Vi9PC6fcc419+/sOYbSYymQwXL16ku7ubAwcO7Psb0nbReTN2OBxcunSpzVc9f/48oii2y8der3dPFg93I2AhiuJNriuauMDVq1epVqssLy/T09PTzmr3UzzosvVOs1qPx4PT6Ww7b+33a1m7LnYLroVC4a4Ed3w+H5Ik3ZSlxmKxW9pE9vT0bLu91uLojM9+9rP8/u//Pn/3d3/HY489tuPPdafYl+CayWS4evVquxx7q7jfmWswGOTq1atMTk4yPDx80w+xU0RiN3F2I8ibSxEm3R4W0yn6bXZChTxWUSRar2GSVOF9SRCI1muc9vRwbTFOqVonnFV7m9GsSsmJF7S/qi5xslDiiZ4+wqsZavUm0bQqMbaZVA3HA7EMkiiwHEqglwSago4xvZ715QzdLQnD0UEvq8FkW9qwTysNO8wcH+qmHi0hN2UKubJK49logelKnP5BN6FgmulDfehrdaqbSZTm9f5eNJjC5jQTWIwyfKCHtathxg/1I5UKZAOxtjawb8BDeOV6n1XX0jl+7McO8sFPvg9RFIlEIszNzTExMbHtpOCjFhsbG1y7do3Dhw+3B7G0cmwikWjrH2tDUT6f74HpH9/Oq1YQhPbnOXDgAN/73vew2+3EYjEWFxexWCztLE0Dj4cZDxO4tstqtQnkK1eutNsDzWaTemvGYr+Gds+9l7Lw3dAYDQYDJ0+e5NVXX+UDH/hA+/FXX32V973vfdu+5syZM3z961/f8ti3vvUtTp06taUC+pnPfIbf/d3f5Zvf/CanTp26yyO5fexLcHW73bzzne+8I8n9foGrLMvMzc0Ri8U4efLkLRva97q/14IBANwmdUXvQCAEjLu9XErGmfCoKkxTHi+NRIl0rEKqVKHPaWczm6fbbmUjm8Nns7QEIsyspzL4bRacDT3hcIZErkS3y8ZmKt+WMhzpcrMWS9PrNBHOVnh8uJvYYhqDQ812NX1gR4u/qlFvKrU6dquRRqzM+lwEk1mP3WFifS3BwJCX4HqS6UN9XJ3bxO2xkkmVMFZqzL52DYfPjN6oI7lZoHvQTTSYZur4ENdmAlhsRvqGvaQX1glf20QUBQamewnOb27ts4oC4eUI//x/+2V+6sM/3h5sCwQCHD16dNc84/0S2vEEg0FOnDhxE9VGK8dq+sfxeLytJ/yw9I9vR/URRZGenh6cTieNRqMNHrOzszSbzS0CFg9DanA/DVzp9fptOcjxeJzz589js9m2aPk+7IVJZ2jDTLs9l6VS6a4lal944QU+9KEPcerUKc6cOcOf/MmfEAgE2rzVT37yk4RCIb785S8D8NGPfpQ//uM/5oUXXuAjH/kIZ8+e5eWXX+arX/1q+z3/4A/+gN/8zd/kz//8zxkZGWlnupoQy73GvgRXYEfqMdu54txtVCoVZmZmUBSFM2fO3LaUJUnSPVF//iG4DkC8qGaV5ZbwvqY2ZJJ0dFus9ChW3kylOdbnJJjJ0dsC136Xg2i+yJDbSaJQYsjjwiDpOGBy8dZskGNjvSRypbZFnCZlaDOq7++wmOhyuDDlFbKZMl67Cq6aPnAiVUQQUKk3Rj3lcp1hvZmVy5uMjqsKS5qTjdNlJrh+XeFJbsi46nWWzi1jc5vIJcpMHBlg6coGVqcRgiC3OK8iMuX1EIlgQpUxPLeKw+sANrf0WUeODvFLv/vBtpTh3NwcmUyGU6dOPfJekBrVJpPJ7Eia0Ww2MzQ0xNDQUFv/OB6PMzc3R71ef+D6x50CFpokY7PZbP8niuIWyTxNRlIrid4oyvAgQG+/Ws5pWa3FYmFtbY2nnnqqXULeLwuTzrgfRul3C14f/OAHSSaTfOpTnyIcDnPkyBFeeeUVhoeHAQiHwwQCgfb2o6OjvPLKK3z84x/n85//PH19fXzuc59r03BAFaWo1Wr87M/+7JZ9/fZv/zb/5t/8m10fnxb7ElzvVrh/t5FOp5mZmcHv93Po0KEd8bZ2u7/ldIrNQh6XwchqLotBFNmsVlQVppbRuaCAEpcJm1XwzVZUykyxZXBeratgrEkV2iQ9jXCVgq+65flyTf2bb0kZRlNZRAHceiuXzwVwOczoJJFQNIfRILG6kbyJenN8qo/1tzfoHVddfqwthSWNx5pOtYQk1hNMTHSx8eYiNpeRaqnB2MF+5s+to2v1ZLPJApJOYO1aiMnDfi7+p7McfHKSeCCBrtVDTm6mOvqso+TTBX7tf/8oA1N9bYMEWZZ54oknHvrN5V5Do9o0Go1dHc9+0D/WPod2PJcuXcJkMmGxWNq/EUEQ2iXkThnJG83OtaEpDTz2ShjmURi4AjAajVgslnZW2/n9ag41D7Pcfj+M0ncjf/j888/z/PPPb/vcn/3Zn9302Lve9S7Onz9/y/dbW1u7689wN7EvwXWnodPp2qvou/nRaIIDCwsLTE1NMTg4uKPX30vP9R8CatbqEQQywAGvjyvxGBNuN0vp68L7LrOJ9VQGsySylspi0etZiicx6iSW4ikMksRSPMnpvj6uXAwhy7ASTrYkDFOYDDpWwklsJgPL4RRWg0SxrvBEXy+XfhBgsNdFMJxhYsTH0lqCoR4rgch1aUOn3cyx8V7ERIVKsUa5rAJ7LJpDr5dYX43j8ari+2MTXVj0EkoySylXwd+vZpOVUk3toa7GcflsJMMFxg73IRcLlMIxFFkhmUghiALBqyH8g14iK7F2n3XoUD+//DsfxOGzUygUuHDhAg6H46YBs0cxtAlns9nMsWPH7nlI6WHrH9dqNWZmZpAkidOnTyOK4o4ELG60hUskEgQCAebn59sCFl6v977KSO7XzFWLzvOkxXbf763K7dv5ru5F3A9wfdQrTzuJfQuugiDcUfGl08B8pzcpzSklmUxy6tSpLX2uO8VuM2VZlnnl6iwAFqsNqhVMrc/uNVnwuM0ILeH9QbeTZLFMj8XEar7EmM/NlXCMA10e5iJxDnb7sDZ11BM1KrVmm2qjSRgeHupiNhCjz6WjUKlxoN9PJpCHsvrD9TitBMMZLKatZfdypY5eJ6IrN7n2/XVsdhNms4G11QTdPU6ikes81vFJF5l0EY9Jx4VvXsY/qP5QiukqFpuRwEKU/jE/G8sxDp4coVFvYpLrXPqHOQamejFajCTX03SN+ogux3H2qiWicqnMj33wDP/8f/tl9AZd2/B6cHCQ8fHxfZ117CTy+Tznz5/H7/czPT29Jzf6W+kfr62t3Xf943K53O4PHjly5KbJetiZgIVmCzc+Pk61Wt0iYCFJ0hZZxt0uRjT95f18DWmZ9e0+44292kKhQDKZfKBZ7b1INGqiKveqcvcoxL4F152E9gU3Go0d/ei0rEEURc6cOXPXq7zdgGulUuHNcz9gPpdFEgTWW9SbUCGP12SmlmkwF4wz3a1ORTfbNx/19QatH6vX4bGY8cpGzs2HOD6mkqA1qo1Jrx2/uiDRSRJTvV6EZINoOIejVXpM59Tp4kg8hygKxNNlzEY9yXSRo34v82fXGB7xsb6WYOpQL9fmwvi77UQjWYytEq4sy4z7baydW0FnEElFivQOewmvJ9viEA6PBZZBpxMwFHOsn4/i7nGxcS3MgdNjLLy9gq/XQ3Q5jihL6I06xp4a5PB7Jzg/cw6DwUAymeTgwYP3RefzYUcikeDSpUuMjo4+EAcnuL3+8crKCgaDYdf6x4VCYctC4VbHc7cCFkajkb6+vrb+rLY4WFlZ2bI48Hq9dzUxfTuO436Ju51m7sxqb3RB6sxqtcz2fmW199pzLRQKP8pc93toP8idAJ4mUN7T08PBgwd3dXHcLbhqnNlVERqKsoWCY5J0OAp65hJxzHodS/EkOlFsqy5FS2ofdT2VAdRhIHMWNnKqAEM4rVJzIq2/oaQK2msR1SrOa7WzMLOJKAiYjaousMthJrCZpsfvIBLPMdTrJBDOcmSyi8xCCkmv3oDsLdF97RwVC+pnCW9m6Op2kF3YpF6ukkkUGTvcx8rsJp4uO+H15PXzHckxNt3Dtb87j7fHSWwlx6FnpkhHMu0Brngwhd1jIxZI8vF//1Ge+cBpqtUqV65cIZlMIggCy8vLZLPZexLAf9gRCoW4evUqhw4duq1+6l5Hp/5xs9kkk8nsSv84nU5z4cIFhoeH78ocobNXq2WSdxKw0LRpJycn244ryWRyy+JAk2W83bWhget+Lwvfy+e7VVarefver6z2YfVcH7XYt+C6k7Iw3BnwFEVhfX2dxcVFpqenGRwc3PVnupuBJk2TeHJyku8G14DrFJxxu5uZ+U0OdncBWcZ9Hq6EY0x1e7kWTTDmc7OSSNNnt7KZL3Kqv5fF2Rheu4VwKk+P20YkXaDXYyfcQbnxWfVkyg3eMTrIuTfXmBzxs7gWZ3q8m6vLUQZ6XGRyZbq8NiLxHDarkQGvGVOmQSqSw9OSIkwlCi1z8yRWm5H11QT9A26MBh2WSoWra0kGp7yko4V2NptNFVWbuJUYvl4nHreZWjxJKV1k9LAq6l8pVlQZw/lNukf8RNfiHHv3YX7xt3+WyZNjNBoN5ubmqFarbaeKGwXwNanAvZqKvZ/RSbU5fvz4fdMsvR/RWW69G/3jWCzGlStXOHDgAAMDA7vef+ewE+xMwKLTcUVbHCSTSRYWFqjValvUj25cHHSWo/dr3E8e7l5mtfcCroqi/Kjn+qjE7cC12Wxy5coVUqkUp0+fvmdB950MNHVqEp84cQKv18trZ78LQKpS5klvP7l4hVrj+vtopV9NfcltMQNpPGYjA1YHurxArd6kx20jnMrT67YTSRfocavgatGpi5Chbi/+WJVGViWhm1tyhDpJ/cE2WpO+xRb1xqwIrM2maTgqmEx61lbieH02NkNpRsZ8rK0kOHi4j/nZTfq67Fx85SLdIw4ABFl1tAmuxHF4rGwsxxk92Mv6QpSp6S7e/quzTD81qR73Zgaz3cT67AZDh/pZuxxk5MgAFruZf/nSh/EPeNuUKIPBwOnTp9uDN50AUCwWt0zF2my2NtA+KDrHTkPjTqfT6R1RbR5m7ET/2Ov1tlVyjhw5cktlnN3GbgQstGujU5YxHo+zuLiI2WxuP+9yuR6ZzHWvKjP3M6u9l89Zq9VoNpv7+vdwv+KRB9dbSSCWSiVmZmbQ6XQ8/fTT94W+cacsuVarceHCBWq1WluTeCWTJpTP4zNbsFR0zIdj6tSiILCSVL1KNzJqSTeaU1WX0sUSJklCLChcXg9zoF/txxZbrjalqvpXo9qUqg0GvU6q4Qrr60kaLb3iSDyHIMBGJINeJ7K2kcRqMRCKZnhyvI/L31vB6zeRjJc5cLCXhfkwPX0ukokCNvv1lezRyS4il9dRZJlcrIzdZSG4FGVwopvAYpTpE8PkUkWsDjNDPRbi1zZahuabbcWlqSfGufbWMlanOsjQP9XHr/zeP8ZsM5HNZrlw4cJtB30EQWiTu0dGRtp+pPF4nEAg0JYK1ATwH2b5WKOm1Ot1Tp8+ve8z7BvjRv3jXC7H0tIS0WgUUCkMhUJhzxY1uxGw0BYHQ0NDNBoN0uk0iUSCubk5ms0mTqf6m6jVavv2+3hQClLbZbWajKWW1XZWAW48X/eSuRYKKs3wR+D6EONeuK6JRIKLFy+2fV/v1wV7O3DN5XKcP38ep9PJiRMn2gNW/xBYZ8DmYFzn4s2lDQ71+pkLx9tC+4MuB8FMji6blY1MDrfZRKXeoL9hZCmSxmJU3WzMBj0rrb/qv3WshFOYDRIem53cep61ZAFvSw+43VftcxPYTLdLxEcme6lFCshZNXs1mdQfia6lylRtAXgylsdsMdBM5gkvRylkyvSNedlcSTJ9Ypir59extXqz9VoDX4+T5OwK6c00pXy5LbQ/fGSAxEaq/X3GAgn+u3/5HP/007+AIAhEo1FmZ2cZGxvbVnLyVmEwGLb4kWr9w8XFxbZUoJbVPkiNWy0DNxqNnDp16pEwE7hThMNhCoUCTz31VHvQTKPOPAz94ztRfURRvIkHHIlESKVSnD179r76r97PeFjyjHq9/ibBj+2yWo/Hg8vlumdwFQThR9PCj0J0Ap6iKKyurrK8vMyhQ4fu+5SpJqx940h/OBzmypUr25oMrCRTlCI1yl4VtEytm48mtN9ltxLM5Oh3O4gVihzweVm5GsdtM6IAoz1uZtdjjPW4mQ3EONDjZi4Qo8eiY6PW4MRQHzNn1zgy2Us8WaCvy0kyXaS71Vd1t4aYzEY9Qz0ujLk6KwtxjJNqWa9YqKs6wcEUJrNaGvZ32Wk0Zaa6bFx5fZG+CReFTBm318HmSpJGS6wiEcliNOmRG00sjRIrcxtMPzXB1TeXsLrUH08xW0LSSQTmQ/SOdfGBj72X5/7pj7e/q9XVVY4cOUJXV9c9fS9a/2hqaqpdPo5Go22B9L0UVdAin88zMzODz+fbM6rNgwxZlrly5Qr5fH6LnV/nNO/D0D+Gu6P62O12JEkiFArxzDPPkEql2iVvRVG2CFjsRBlur+Jep3DvR9wuq9WqADqdDpvNRqVSuesqgOaI87CP80HEDwW4NhoNGo0GV65cIZPJ8MQTT7TLQPd7X3C956AoCouLiwQCAR5//PGbAKJUq/ONtxZpyjIrSVWFaTOjTvcmiyolptAq8dYbTU739iInGxRKNXpaZVld6yLUaWo4NXVy1+2w49fbqSUqoFyn8NRawKdJGqay6n4MgkDxWoqKKKoguhrH7bGQTpUYHFZ1grXS8EC/i5XvLZDtVm+mZpMVyJCIZNEbJIKLMfx9LmIbaY6eHuHy199k6olx9dy0JA7jgQQ2l5XAXIjhwwPEAgme/3e/wmPvOoQsy8zPz7e5xg6H4/58Qa3o7B9qtl/xeJyZmZm22LxWPr5fmZbGyR0ZGXlgVJu9jEaj0VaROn369Lags1P9Y7/fj9vt3jMLvZ1Qfer1OoIgIEnSTSXvZDLJxsYGV69exW63t4HWbrc/0O9xPzribJfVzs3NUSwWOXv2LBaLpb046Rx8u1UUCoU9WXTtx9i34Ho3ZeFyucybb76JwWDg6aef3rPVZ6dohSzLW0zct+shvL0eotZstkvAmgC/22JiNZnBYriuvmRuiMxfjWAx6hEECGdKCEAwrlJvgnEVnCOZIl6bmVq8ymogg9ViUGUIQykMekntq5oNrG4kcTstbIQzPDE9wJXvLDEy4mNtNcGB6V4Wrqr91XSqhNNpJog6+HT4YA+5RdVLVZLAYNIRXIri63USDaYYP9zH8uwmXf1ufF4Tlc0YjVqDXCKPzqAjML9Bz2gXkdVYO4vtGe3if/yz5xk40EutVuPSpUtt6b+97n912n518iY7My0tq91tqWpzc5P5+fmHTrW5X1Gr1Th//nzbjWSnC5Bb6R/Pzs7SaDTweDx7rn8M22e1yWSyPZ+xnYDF2NgY1Wq1PVEbCASQJKn9md1u957JMmqxH8G1M7Ss1mQy4fP56OrquimrvV2vFv6vQ8MB2L/f5A6jXq8TCATw+XycOnVqT8s62oWfz+c5e/ZsW+z/Vs3515dVIem216pD3W7E4wJgzOfGaTbxpKeXK3MRRrrd5Ms1RrrcFKsNup1mUoUyA14HqUKFbocJv8POkGQhuJ5mqN9NvlhlZMBDqVxnZMBLtdZkuN+DLCsM9jg52ueHpJrdakNKWn+1VlWz3FSqiCgK6BsN1t9YJLAYxdNjJ5csMTTRQ63SwN+nfmaDyYDRrKeZyzH7jXNsLGzi6nIQvLrJ8KEBKoUq3n5V9UpuKhx6+gDPf+5XGDjQS7FY5O2330an0z2UQR9RFNucyaeffpqnn34av99PPB7njTfe4I033mBxcZF0Or0jmUuNanPt2jWOHz/+QwGspVKJt956C6vVek/yjJr+8aFDh3jnO9/J6dOncTqdhMNhvve973H27FmWlpbIZDI7otztJkRRRKfTEQqF2NjY2KIi1Ww2aTQa1Go1Go0GsixjNBrp7e3lyJEjvPOd7+Tw4cMYDAZWV1f53ve+x/nz51lfX6dQKOzJZ97v4KqFVr7WstqDBw/yzDPPcOLECRwOB9FolLNnz/L973+fxcVFUqlU+/dUKBSwWq13nbm+9NJLjI6OYjKZOHnyJK+99tptt//ud7/LyZMnMZlMjI2N8cUvfnHL87Ozs/zMz/xMu8r04osv3tXn2Uns28z1TqHd2FKpFF6vl+np6T3fp7biPX/+PENDQxw4cOC2F8n3VlRwTbVKwKWWoH6z9cN0G02kMnnqklq+clhaxuc2M0TTOEx6ItkyOkUtHY93+7nyVpDucdXz02lXy7ZWs7qg0NSaBAHcTgu6bJ2rMxuMjqnWbIlEQZ0eDqYwGnUE1hJYrDrSqSLHp7q5+HezdI86iK7W6B30kYrk0bUcdcpFtRxdyJbocUjM/f1lBqb6CMyHOPT0ATKxHMaWuH8+VUBv1DF6dJCPfPZD6A06UqkUly5dor+/n4mJiX1RFrJYLO1MS6OfxONxLl68CNBWL9pOTL6ztL3fqTY7DU2esaen547X9t3Ew9I/1to24XB4y3e0U6qPJmChqVtpAharq6vo9fr2Z75fln+PErjeeLw39mo7LQfn5uaYnZ3lP/2n/0RXV9ddn6uvfe1rfOxjH+Oll17imWee4Utf+hLvec97mJub29bPeXV1lfe+97185CMf4Stf+Qqvv/46zz//PH6/v+2KUyqVGBsb4+d+7uf4+Mc/vvuTcZt4JMG10Whw6dIl8vk8fX19D8yuamVlBVmWmZycZHx8/LbbryXThFrTvyvJDKaWCpMkCKwm0hzr7WH1apx0roxRVC+2ZIuKkymUAci1VJqQ9JwacJFdz9OoN8nm1edTGXX7RLJljB7LIgoCzYaMLVNndTWiikCsJfD57UQ2MwwNewmsJ5mc6mHxWoSuHhNKtEx2Mw6A3W4nSo58toQgCITXEljsJgKLUcYO9hK9uETviBe5KWP3qjerWmvCeHM5itNnJ3h1kw/9rz/Hz3z8p4HrCkVTU1P3JDywl3Ej/UQrH6+urnLlyhVcLle7fGw0Grl48SK1Wu2BlLYfRKRSKS5evPhAesYPQv9YUZQti5/Okv925eM7CViYTCb6+/vp7+/fImCxuLhIpVLZUg7dbXvhUQHXnfBcdTrdll5tV1cXoVCIv/zLvyQUCnHo0CHe85738J73vId3vvOdt6VK/uEf/iEf/vCH+dVf/VUAXnzxRb75zW/yhS98gU9/+tM3bf/FL36RoaGhdjZ68OBBfvCDH/DZz362Da6nT5/m9OnTAHziE5/YzWm4Y+xbcL3VD6pQKDAzM4PJZOLMmTNsbGyQz+f39LM0Gg0uX75MNpvFYDDsSGnne62S8LDXRXojwrjPzWw4zqTfg1sykQkXSebKbbUlj91MIJ7FZTWxGk1jMUhE8lWcFiP2hp7gWpxCsYrDZmI9lMLttBAMZ+jy2tiM5+jvdhKKZjl2oI/VswGGR7wkI3lGx7u4OrdJd6+TRDyPw2kBkugNEqOjPsobYRJrOdxdVkRJILyaxOY0E1yK0TfqI7QSZ+rYEEqjgVQskI2k6R5Sjz8ZSmG0GFmfDdJ/oJfQQpgj75zmp//ZT/D0+0+jKApLS0tsbGzsO4Wi28WNmrzlcrmtXrS4uAiotmDT09MPdbr0fkU0GuXKlStMT08/cB3nvdA/1qacC4XCjtoPt/OqvZOABdAWsEgmkywtLWEymbYIWOw0U3tUwPVup5oFQeDAgQN86lOfwufz8frrr/PhD3+Yb3zjG/zSL/0S73//+/n85z+/7WtrtRrnzp27CQCfffZZ3njjjW1fc/bsWZ599tktjz333HO8/PLL1Ov1Pe+da7FvwXW7iEajXL58maGhISYnJ9vTf/fi6Xqn0MQo9Ho9Tz/9NN///vd3tD8NXLXWjFGnw2rQ06ez8dalAMfH+wjGs/S01JYG/S5S+TIDPgeZYgW/zUC+0uSQy8f5CwEOT/YyuxhmqM/NlYUwAz1O0tkSPX4HsWQBn8dGt9WMPlOnXmu0ZQk1N/NKWc0u02m1NGwAghfWqFZq2N0m0rEiI1M9rF2LMHVsiGsXAri8VkIrcSxGgR98/W36JrrR6SWC8yF8Ax4iq3EmT42x+IMVXF0OSrkyv/L7/5iJ46NtdSyNxvEoDzGYzWYGBwdxuVycP38eq9WK2Wxmbm6urV6klY8fNbANBoMsLi7y2GOP4ff7H/bHuUn/WBOD2Kn+cbPZbFcVdjODsRsBC4vFgsViYXBwsC1gkUwmuXr1KvV6fQvV53ZAv5cKTfcz7oXnWiqVcLvd/MzP/Aw/8zM/05bevFUkEgmazeZNimDd3d1EIpFtXxOJRLbdvtFokEgkHthsxCMBrloGtLa2xtGjR+np6Wk/p1Fx9iI0sf9OMYqdgHm5XudcQBXNX21RcKr1Bl01E5GwqsZUKKslX83YvNEyQM/m1Od9dju51RhVvUqpUVpuN9pgQL0ln1ip1jEZdUj5OlffDtA3oA4TRcNZRFFgI5DEZNazvhrH7bESDmU4cXSAi9+4SNewg/J6lb4RP9fSQSytgSdtH7lMiakDXma/eR5Xt5PQYoSxY8OsXFhn7LFhEhspJL36I7M4LHzmO7/VljK8cOECkiTxxBNPPHKAs11oZdOhoaE2l7nTi3R9fb1d0tTKx7sZ3HhQobU5AoEAJ06cuGdp0L0ISZLa5WHtJhyPx4nFYtvqH8uyzMzMDAAnT568LxnKvQpYFItFkskk0Wj0jjKDsiw/sKzqXuJeRSQ6F9qa9Oad4sbf0Z3sA7fbfrvH9zL2LbhqJ0GTktMoLzcKPut0uvueuXaK/R88eHBLn3An4v0aBWfc52E5keJoTxfhpQxGSSJSyGNtGZkb9RKrkSR6SWQ5nEQUIFmsc3Kol/UrEWq1JoHNtKrhu5lGkkTWQqm2lKHJqCObrzBmtnLtBwE8XiubG2l6+lxENjOMjPlZW4m3+av9A266jBKFjRgAdoeVGDkqLUP0RDijZqZLMbw9DuRUhlKjQSlXZuTIIOlIBrNVBeBiroQoCoSubfLEe4/za/+ff47JamwLKXg8Hg4dOvRIlLnuFBrV5uDBg/T19bUfv9GLVCtpxuNxlpeXHwjPczeh9SMTicQjM4zVqX+sDcx06h83m00EQcBoNHL8+PE9AandCFhokp0a51rLxK9cuXKTgMWjUBbWjnO34FosFu+K1+7z+dqa1p0Ri8VuqW/d09Oz7fY6na5dyn8QsW/BFa4r3litVs6cObPtD+Z+l4U7zdS3E/vfiXi/VhJ2W0yc7u1DX1RYKteYGO0hVSgz2u3mynqUsR4P88E4Q14bgWSBkS4nXslMOVKiVG7Q5TYRS1cYG/SyEkwyPuRjOZBoSxkenewldjmCuc+NokBvn4tUsojPbyOymcFmN7Y+s4jPZ0OOZ1n+wRruHiuCAIlQDr1RYmMpjq/XSSyUYexQH+VCBa9F4MK35jj8jikAai0AjqzFsDotBOZCDB7s59i7j/DLv/dBRFEkHo9z+fLlB+pZupehqUitr69z7NixO/4wbyxp3sjz1MrHPp/voWXzWrm+WCw+0sNYnQNo5XKZH/zgB0iShCRJvP7669jt9nZWu1emDnfrVStJ0pYhn3w+TzKZJBQKMT8/j06no16vk81m950RhRbave9eysKdC9Q7hca1fvXVV/nABz7QfvzVV1/lfe9737avOXPmDF//+te3PPatb32LU6dOPdDKwL4F11KpxJtvvsnIyMhtqRv3syys6cICtzRT3wmYv7ESQC+J6Kpw8comU/2aEbpampBE9Vg0NxwJGYfFyIDBxvnzAR6fVi8+c0v3125TQdJmMbYe13N0vAdTpkY+XUbpU0vBtZr6ufJ5VdA/EcsjCKA0moixDMuJPBaHkXSkyMCYn42VOIMHfAQXEhis6mcyWUQCry9inFBXhbFAAqPFyNrsBr3j3YSXo0w/NcHiD1Z537/6Kf6bX3xnO9NfXl7m8OHD990x5WGE5m6USCQ4derUXVtkaTxPrTyYz+eJx+MEg0Hm5uZwOBxtoN3tROzdRr1e58KFCyiKssV56FGOUqnE+fPn25USQRCoVqvbmjrstf4x3Dqr3W4oyuFw4HA4GB0dbZt+1Ot1Ll68uGVoyuPx7JvvSrv37TbDLhaLdz1N/cILL/ChD32IU6dOcebMGf7kT/6EQCDARz/6UQA++clPEgqF+PKXvwzARz/6Uf74j/+YF154gY985COcPXuWl19+ma9+9avt96zVaszNzbX/PxQKceHCBWw2GxMTE7s6thtj34Kr1Wrdtgx8Y9yvzFUzgPb5fBw6dOiWK7M77W89laFQqfGYzc/FK5uYDDpWIikkUWQ1kkIQrqsurYUTANhtdhqJHNGK+rgmWVgoqUNIibRKuYmlCoiCgKkBs6+v4XRZ2n1Vg0FifS2BzW4ksNqi3oSzPHakn2t/P4uvz0azLjN0tIer59dxeK2wEsdqswIJJMHAyKSHlX+4TKNWZ+VKAN+gm3ggyYFTYyz8YAVPr4vwchSjycBv//Wv8fiPH26DUDwe5+TJk3siO/mgQ6N6VavV+5Lddd5Ix8fHqVar7fKxNhHbWT7ei6EWbeFoMpl47LHHHonBmTtFoVDg3LlzN/FyjUbjQ9U/hpuz2jtRfQwGQ1tNrLu7uy3LuL6+3l6MaWD7oBZj28X9ANe7bUN88IMfJJlM8qlPfYpwOMyRI0d45ZVXGB4eBlRt90Ag0N5+dHSUV155hY9//ON8/vOfp6+vj8997nNtGg6orZ7jx4+3//3Zz36Wz372s7zrXe/iO9/5zq6O7cbYt+AK7ChbuB89V83Y/MCBAwwNDd32wr0TuM6sbWLLi+ic6nuMdnuYD8aY6POytJlkuMvFeiyD26wjXW5wdLCLjcsxrCYDoXihTbFx2k0ksxW8LguhSBa/x0YmV+L0cA+XX1uhf9BNKJhu91UnDnSztBBlbKKLq7Ob9PQ66fVYaMbSNOvNVq80S6OufvZMvIAgCoRW41jsJqySTHI5SiFRZPzECMvn17B6zCSCaUoVFezTsSw9Y138sz/6Jfone9r9cI3v+SDdZ/YqtGEsvV6/Z2Uko9G4hTOp9eHm5+ep1Wpbysf3wyqxWCxy/vx53G73D00fPJvNMjMzw9DQEKOjo7f8zd6of6yZwj9s/ePtBCw67ysaPUnr5WtUn/X19bbRvSZg8SCdl7Rhpt2C+27AFeD555/n+eef3/a5P/uzP7vpsXe9612cP3/+lu83MjKyZ8pgWuxrcNUmMm8XWg/0TtNj28V2xuZ3ijsNNH3n7RUS6RK9TrVpb2xN09pbKkpWg/oj6/U6GRcNSPkmlUqDyWE/yUyJ/m6VYtPf7SCbr9DX7SKZKTHQ7SSznEIpqtms22MjFEy3JQ2NLWN0FDCZ9YjFMnP/sICrSy3BZOIl9EYdgcUITq+NzbUEg5NdpCI5Dox7+MHfvMWRd0wTXo5iMLb6gQ0RQRRIb+Swui2gl/nvP/WT5BppCDVZW1vDYrFw+vTpHwprNY1D/SBBqHMidmpqikKhQCKRaPfhtN6h3+/flZC8BkL7SRnrXkOb3B4fH99Woed20anKtZ/0j+PxOIVCAaPR2Abb7QQstEw8mUyyvLxMuVzG5XJtEbDYy+/4XulCuwXXRzEe+Ttip1bo3dzga7UaMzMzNBqNtrH5Tvd3K3Ct1BrMLIcQBYG1WMsFJ9lywcmp2V8yW8Cgk7DLBi6f32BqVHXSqbeoOM2mOjDQaLnL1OsNxge8NMNFoutprBMqiOazqkpTMqG+f2QzgygKFHJleg0S195YxOIwkImV6Bv1sbmaYPxIP8tXQowf8pJNFvD47BTXQhRUD2xyqTyCIBBaDGP32AjMbTB0aID12Q1++qM/yS/97s9TKObZ2Nhgbm6uPcEZi8Ue6pDO/YjtqDYPOm6UCazVau3y8fr6Ojqdrg20OxFUSCaTbRDSSmiPemhDc9PT03c1GLNd3NgX1xY24XCYq1evPhCrQm0QcH5+nsOHD+PxeO4oYKFl4pOTk5RKpbbMYGeL4W4FLHYa92KLp9GpHmXO+93EDw24NhqNHYOrZmzucrnuyvVD21+tVtv2ufPLIar1JmM9HlYiKfq8DjaTOTw2VX3JrJdoInHAbGX+ckh1sQklW9SaFDpJpdjodSKBzTSSKGASReJzEZL1JmazgfXVOHaHicB6Aq/PRjiUobffRTiUYXq6h+iFdewuPc2GwuB4N9dmgrh8NjZXE+hb2sO1WoPRqW4iM4sk1uKUknkcXjvBeXUCODAX4uCZSebPLmL32PjQv/lZfvZ//EcApNI1kskkU1NTuN3uLUM6GsfT7/c/UrZS4XCYubm5h6JQdLswGAxbeofpdJp4PN4WVPB4PO2b/41ZlnZMPyxOPXD9mI4cOXLfh+a2W9hoVJ+91D/WjqlTxGM3AhadohvJZJJr165Rq9W2yDLej7bNvXBcQa0O3e1w4KMa+xpcd1IW1i6ynfZdb2dsvpO4XeZ6dr7lgtPigna7bGwmczgMAilgut9PZCGFwSPRaCocGPKwsBpvU2smhn0srSeYGPaxEkwy5jay8NpaWwd46mAX1+bDDAx6mZ8N0dPrIpko4PXacdtNiNkC+WQBl08tbzcb6rnLpdSBqEgwhcGkw6iD8JV14oEEI0cHWbscbIFpHrvH3nqtjMFs4H3/6qd44r3Ht4gOPPbYY/h86gS03W5nbGzsJo6nyWRqA+2NZPn9EoqisLa2xurqKo8//nj7mPZjiKLYvklq4gSdWZbNZmtntZlMhuXl5X1/THcTGxsbLCwsPLBjMhgMe65/vLm5ydWrV295THcrYKF5FXeKbiSTSWKxGIuLi5jN5nZWu9vf5L2C64/Kwo9Y7GRiWFEUFhYWCAaD2xqb7zRuB+QauKY14f2CWgqW9DoeH+xBl2mSzZQZ6nYBYDKoq19zq19qafVlHTYTBz0uqml1etjQyjglSWwfC0C11lClDOUml749i8NnRhAgl6i0+6sOt5WN5Th9Iz7CgSTHTg3x9l++zqFnpogHElidajm82Rp0Sm2m0Rt15FJ5fv+b/zOTJ0bb3N9sNntL0YEbOZ43OszshUH5vUTnlPPp06cfqdV0pzjByMhIO8uKx+O8/fbbKIqC3+9HluW7qujs19AWQA9LSWon+scaqO1U/1hbLBw7dmxHmtu7EbDQRDc01yetfDw7O0uz2dwiYLHTwbl7AVcN8H8Ero9Q3InrqnHHyuXyLY3N72Zf24FrMJ5lI5HF2RLeN+ok1mIZdKKA12hl7lwIe8uSbTOqgmY0oUodxlp92XiyQLfXTmElw8ZKAptdBd3wZgZBgNBGCkkSCawnMBp1RDczHBn1cflbl7G5jOQSZQbG/Wwsx9um5mOH+sili3i7HRibVYot95tqy3EnHkyhN+pYn9vA2+8mvBLl2LsP86++8Kv4+j1Uq9U2QD755JM76qveSJbPZrPtjPby5cvtcqbf738oIgaaEUO5XP6hmHI2GAx0d3eTSqUwGAxMTEyQz+e3OLZo5eNH6Vg1W8mNjQ1Onjx5V8o+exk70T++3fnW9JyPHz+O2+3e1We4WwGLG11qCoUCyWSScDjMtWvXsFqt7bL37QQs7mWgqVwuI8vyj8B1P8ROSy23o+MUCoW22PpTTz11z72SWyk0vXlVzVqH/E4uFyv4bXpSZZGTPT2ce3uNoT43gc10272m22cnmsjT5bUTiefxe2zYzAbEaJngWpLuHifRSJaeXieRcJbBYS/B9SSj435Wl+NMHeylHIhTjKdQFOgb8bNwYQOnx8bGchxDKxtuNmS83Q6yyxusnFcF9k1WI+uzG3QN+Yitx5k4PsLSzBoTx0cZe3yYX/vf/zlmm6k9PetyuW7L/b1ddK76Jycn2+XMaDTKtWvXsNlsbaDdzTTs3Ua1WmVmZqZt2L5fyPn3Es1mk0uXLlGpVLbwcqempm463w9iSOd+hKIoXLt2jVgsxunTp/ftEMyt9I+1832j/nEwGGRlZeW+ZuG7EbDo9F6t1+ttqs+lS5dQFGWLgEXngvpeBpqKRbU99SNwfYTiVtlkLBbj0qVLW1x09mpfZ+fXAcjl1Cy0z+/FsJKhkVeHn9xOC4HNND63dQu4dvvsxJJ5xnvdXPmvyxw63EcQ8HfZiUayuD0WIuEsTpeZ4DpYbUaGhj0YCyWWF6L0jrsAaNZVwE9r08OBFHqDjmatgZTLsHJtk4EDvWwshDlweoyFt1fwD3mJBRIYWspPx3/iCD/za/8toii2NVvv9/SsVqoaHh7eUs7UpmE1oPV4PPe9T/swqDZ7HfV6nZmZGQRB2JaX23m+tZto55DOfivXgwoOc3NzZDIZTp8+/chk2zfqH9frdVKpVPu31Gg0UBSFkZGRXXu+7iTuVsBCE6/o6elpm1Ekk0mCwWCbDqZltY1G455E+0VRfGS+z3uN/fFruse4sSysDd+srKzc5KJzP/Z1I7hW6w3OLYYQgEShylSfj8i1JIlEEZ2sglI2p6kuqWBbblnA1RsNjg93UwrkkJsy5Yr6fKm1XaGglm+zabWPaxAEYudWyZokBFEgG6tgNBtYX4iq/NXVBL3DXsLrSY6eGuLy377NgROjbAKuLgcbC2GkluxisaUEFQ/Eef5zv8xz//THAbVstbCwsOeTpp1DI53TsPPz89Tr9fuqxaspcA0ODjI+Pr5vM7a7iUqlwvnz57FYLBw9evSON73Om6gsy+0hnU7lIu187+XN/3bRbDbbJfvTp0/fFxGNhxV6vb6tf7y0tEQgEKCvr49kMsna2to9c5h3EjsVsOjMajUzirGxsbaUZDKZJBAIoCgKJpOJWCyGx+O5qwWZRsP5Yfjt7ST2Nbju9EvoBDytn5bL5XjyySfve59mu4GmV79/mWqjyaDXht9qJx/Mk0gU8bosbESzLYPzNBazgdWWm81qKIndakRI1lhdSYCiYDTqCKy2LOLWEhhNEhuBFE6XmY1gkhNH+7n0txdwdVnIxEoMT/Wwfi3CxNF+li6H6B1u8Ve7HLgdBmrRJI2q6u8KkInnVbnEhTAWp1kV35/u4yOf+UUe//HD7VJcJBLh5MmTD3R4pHMaVhNTuBXN525LhJFIhNnZWaamprY4HD3KobU7fD5f2w7xbkIURdxuN263u82X1Ka9NWu0zvLxg8jyG40GFy9epNlsPnCR9b0KrW8cCoV44okn2iXR/aR/fDuqz41SkleuXKFWq7G6utqemtZ+t3cCTs1u7kfg+giF1nPVRLwNBgNnzpzZE1GDzp6rBkbfPjePThQYcbg59/01Hp/uIxTN0tftJJkpMdjrZnYxzHCfm/nlKMP9HnL5CkNGC5ffXmNyqpvFa9E25WZ0oouF+TDdvTY2gwUGBj007UVKm6oWsa/HRSZWwuYwt46/xfWtNzGa9DRzOa68ehFvv1udGr4aUrPWa5sMHVJ5rNNPTpBN5PnEn/8/GTjQu2XI58knn3yopZvOntC90Hw0Q4GVlZUfKlpKJpPhwoULDAwM3LcsvFO5SLNz65z27jSE3wvQ08rbkiRx4sSJfVOivpdQFIXFxUXC4TCnTp3asijcj/rHO6H66HS6Nhe4XC63s9rV1VUMBkMbaLfTyC4Wi/u2d74X8ehfwaiAl8/nWV1dpa+vj6mpqT1baWtZcucEcqouMWVzEw+qU8DFlj2bZmhOy+hco9K4rSYSF6LIYyr4G4zqzcpgUC9GnU7dThQEnC4zQqbA0psr+IdUukitrK4wE5EMgiAQXk+iN+jIJgr0eQ3M/t1Fese6CK/EGD8+wvLMGuOPDZOJ5bB71JXzwFQf//ovPojDa6NcLnPhwgUMBsO+HPLpnM7UKAV3ovkoisLVq1eJxWKcOnVq30ya3mtoCkWTk5MMDg7uyT467dw6OZ6rq6tcuXIFl8vVPuf342ZZrVY5f/48ZrN5R+XtRyE6B7JuBNYbY7/oH8OdqT71eh2LxYIsy5jN5i1T05os48LCArVarS3L6PF4sFqtuy4Lv/TSS3zmM58hHA5z+PBhXnzxRd75znfecvvvfve7vPDCC8zOztLX18ev//qvtx10tPirv/orfvM3f5Pl5WXGx8f5vd/7vS2Wdvcj9jW47uRL0Aj1mUyGw4cP73nZT8tc33zzTcxmM8Pjh6j8x2WqpTq5QgWzUd9WWVrfSCIKAuubaZVKE8lwbLyX4LkNysUq0XCLkrOp/g23/m5uqAbpzbqMLpFlZbmMziCRjpSwOc0El6J4e5xEg2n6x/yEVuIceGyA8PkFXENeFAU8fW7CKzFMrWGlel0tDacjGd79i+/goy/+kgrI2SwXLlygq6trTxcl9ytupBRsR/Pxer3E4/EfKkMBuG7avhcKRbeKGzme5XK5XUVYWlpqCxP4/X5cLtddXz/lcplz5861J9L3+/W3k9AWdpoZ/d1efw9b/xi2z2oTiQSZTIbe3t4t+sdaVqtlrZOTk+3rJJFI8Bd/8Re8/PLLDA4OUqvVqFarO+6lf+1rX+NjH/sYL730Es888wxf+tKXeM973sPc3Ny2utKrq6u8973v5SMf+Qhf+cpXeP3113n++efx+/1tV5yzZ8/ywQ9+kN/5nd/hAx/4AH/913/Nz//8z/O9732PJ5988j6dQRCUvbYGuIeQZZl6vX7L5zVxg2g0isfj4eTJk3v+mSKRCBcuXGB4eJjp6Wn+z1cv87n/47scPtDL7EKY6fFuri5H22pLI/0e1kIpBnvdePV68hs5wqFMm2LT2+civHldwnBg0MNGMMXRI/0s/P0VPD1W4sF8Wxd46vgQ12YCHDw5zPy5dQ6fGqFWriEWcsy+dpUDp8dZeHuZ4cOqJrC3z00uVUAQwOa28dP/7Cf42V/7bwGIRqPMzs62BdAf9V5IsVgkEomwvr5Os9nEZrPR1dX1wGg+exVaeVtTktqJ6MCDiM4qQiKRQJblLeXjO7VlisUi586dw+/3Mz09/ch+P52hKApzc3Ok02lOnjx5Xxd2nfrHiUSCbDbbVubaa2pVKpXiwoULTE9P09PTsyWr1SCkcyiqc5GUyWT427/9W774xS9y9epVdDodP/ETP8F73/tefvqnf/q2kqNPPvkkJ06c4Atf+EL7sYMHD/L+97+fT3/60zdt/xu/8Rv8zd/8DfPz8+3HPvrRj3Lx4kXOnj0LqBZ2uVyOb3zjG+1tfuqnfgq3273F8/VeY19nrreLTmPz4eFhyuXynu5Pu8EtLCwAtOkpb11c1zYAQN/qf2pqS06HCUfWxKDZzIXXVzjy2ADhUKbtt+r12QhvZvB6VZ1gl8eK22pAjqdp1mVMFvV9jK3SsdIyXK9W1EWHXpC59F/extPnQqeXCMxvYHNbCcyH2ubmEydGCV4N8ZHP/CJPv+/UFtm/o0ePtjVNfxgiHA7j9/s5cODAA6X57FVoymLakNl+Km/fWEXI5XIkEgnW19fbwy7aUNSN5UBN3/t+9o0fdmgUomw2y6lTp+57Vvmw9I+1Sfupqam2WcLdCFi4XC7+h//hfyAej3Pu3Dk+9alP8corr/CVr3yFYDDI7/zO72y731qtxrlz5/jEJz6x5fFnn32WN954Y9vXnD17lmeffXbLY8899xwvv/wy9XodvV7P2bNn+fjHP37TNi+++OJdnZc7xSMJrul0mpmZGfx+P4cPHyYYDJLP5/dsf9qPRiO0f//730eWZWr1JhfmN9qlX4BwTC3txlOF1ovBUZBJN1r92Ba1plRU+7LFYrX9uMGoQyyUmfuHa22ruGJG3W4zkEDSiYRW4hjNejbXEhw52sMP/uqNdn917PFhVi6uM/3UIFffXMLbMjd3dzv56Iu/xOSJ0faxpFKpR07273aRTqe5ePHiFmu17UTv94Lms1fx/2/vvcObPM+3/1Me8t5D3hOMbTwlQwLZCXvYptCQZnxp1q9J2oySNKtNmubNL6OkLU1TeJvQNEn7TUnBZoQRpg1kkMSSjTc24G1ZkqdkW9Z83j/E/VQCG69Hk/tzHDk4Yox8a/g5n/u6r+s8jUajhe2kvcZjpoL5CAfJIDVvQjM/N+TxeDh37hySk5ORlJRk76VzAumkHR4eRkFBgU1GiMbzP1YoFJz6Hw8ODqKyshJpaWnj7jDNz2rJuexEBhYqlQq+vr7IyclBTk4OXnzxxWt6x/f29sJgMFx1BCIQCNDT0zPuv+np6Rn3+/V6PXp7exEdHT3h90z0mDPFocV1vA9DR0cHGhsbLYLNp+ItPFM0Gg2qqqpgMBiwePFieHt7sz+vtrkLYxo9kuJC0drZj5jIIHTLhxAe4gepXImM5Ei0f98JT3ce2nuU8PXjo621Fz6+fLS1Kkx/tvTCz88LQ0OjSA72Rv2Z8/ANMEXFBYX7ol+mQnRSGKStfezoTVpOHEa75dD2m+wTyfmqz+VsV6ORGPYPIzknAY9t3YTw2FBotVqcO3cORqMRN9xwg1PPEJpDytsTNfmMN+Yjl8vR3t4+6zEfa6HX69kgemec97zSIpCUj2tqaqDT6RAQEAA+nw+tVuuwNzdTxWg0oqamBqOjoygoKLDL87nSCY0L/+PBwUFIJBLMnTt3Sr0sRGjHM7DQ6XTYt2/fVWXyqQj+ld8zWXb3eN9/5den+5gzwaHF1ZxrBZtfy/5wNphH05l3MRJxJSXhoMuiFhHqh275EKIjgxAfGgj3QQ00o1okZ8agsb4b8QlhON8gRUKi5Z9JyeHoqWyBNpgPMEBcqgBNVR0IifDHUO8o/INMj+8X4I2o+BC4DavQKrmEtIIUAMDwgMlWTNamgIenOzobuxEQ5o+o5Eg8+9Hj8PbzwsjICCorKxEQEICsrCyX6cgkozZTLW+bl9bIDkuhUFg06BChDQ4Otku5kmQNe3h4oKCgwOnHUkhuqtFoRHd3N1JTUwGAnWEODAxkqwgz3WHZC2I9qdFoIBKJHOZGYbb+x0NDQ6isrJxVV7p5YtkvfvEL6PV6fPTRR1P+9+Hh4XB3d79qRymXyyds6IuKihr3+z08PFjNmOh7uG4SdIrfWrJ71Ov1WLx48VUfBmvsXHt6elBTUzNuNB35wHx/rhUAMHA5uHxErYWnhzt8dQxqvm5BeqbpfIL8UzKKY/5n+jwBGPkghuQq+AeaGlXIuSpz2d2pX2EqKY8Oq9BbfQHDPp7w4HugraGLPV8VJEZA1qZAck4CWqrbcffzhfjJb9bBzc2NDQKPi4tjS6bODhl1kMlkEIlECAoKmtHjeHt7Iz4+HvHx8ePOd9raHlCtVkMikbA3Qc5yNjwZ5vFq5CaIOACR8nFLSws8PT0txk4c+SbQYDDg3Llz0Ov1EIlEDjfCRpiu/7FKpYJEIkFqauqsx72MRiOeeuopnD17FuXl5dN6PD6fD5FIhGPHjlmMyRw7dgxFRUXj/ptFixbhiy++sPja0aNHLUxJFi1ahGPHjlmcux49ehSLFy+ezlObFIcWVx6Px95BBQcHo6CgYNxftslScaYDcVRpaWlBTk7OuHcz7u7ukMqH0CEdRKC/N9q7B+Dj5YmBoVHM8fdHU0UH3Nx46GjvMzkidQywqTY8HtDdZfqTzxhRd6oBXt4ecHPjYVA+ampKapbB25ePzosK+Af7oF86jIy8GNQd/AHBMUHo7xhEVFoEepoUSMyMRdMPlxAeHwpZmwL+IX74+V8exLIHbwdgirY6f/68wwWBzwZikTcyMsLpqM2V852Dg4PsjtYWaT7koiYQCDBv3jyXuAkCgPb2dly8eHHceDUvLy/ExsYiNjbWYofV0NAArVZrcTbuSKVxg8GAyspKMAzjVKYXk/kfk/PSyMjIWdvGGo1GPPvssygvL0dZWdmMhHrz5s144IEHUFBQgEWLFuGDDz5Ae3s7O7f60ksvoaurC59++ikAU2fw+++/j82bN+PRRx/Ft99+i7///e8WXcBPP/00br31VrzzzjsoKirCvn37cPz4cXz11Vezer5X4tCfCJ1Oh4qKCiQnJyM5OXnCiw1XZWFz68Qbb7xxwmYfd3d3SOq7AQDx0cGoa+5BanwYBs73wiPIAxqNHknJ4Wht6UVCYhja2/oQlxCKzvZ+xMWHQi5XQpQZjaqjtQiJ8sNAzwh7npqcEY2WBinm5sShuboTcckRwNgYjH1DMBoYxCRGob9jEH6BpuYWpdJ07jogH4RvkA82vliE7FsyWHeY7u5u5OfnO8z4xmzRarWoqqoCj8fDwoULrbZb4PF4rD1gWloaRkZGoFAo0NPTY5U0H9KRmZiYeM3PujPBMAxaWlrQ3t4OoVA4aXXBfIdFzsZ7e3vR1dXFGshb24t3Kuj1ejYsIT8/32mEdTzM/Y+HhoYgFosREhICtVqNU6dOITAwcEavudFoxEsvvYRDhw6hvLx8xo1rGzduRF9fH15//XVIpVJkZWXh0KFDSExMBGCaDmhvb2e/Pzk5GYcOHcIvf/lL/PWvf0VMTAzee+89dsYVABYvXoydO3fiN7/5DV555RWkpqbi888/53TGFXBwcfX09MTNN9886R0rF2VhUo7z8PCY1DrR3d0dVfXkDeUhMzkSPioDLsmHERMVDADwDzTtbAKDTLuq4BA/dLb3IyzcH+5DI1BetjKMiArBQM8Ia2Xocznz1cPTHb4B3nAbHUH1sXNIzU8CAAxdzoAd6lHB3cMdSukIfAK8oRnTYsNbyzEI012/SqVim2EcpUlntpBz48DAQMyfP9+mJUPzu32tVsuWMtva2ixKmTMZ85HL5aitrUVaWprLeB+bjxAVFBRMO2ZsvLET89fcw8PD4jW31WfB3KYxLy/PocvW00GlUqGyshIpKSmsEM7U/9hoNOK3v/0tSkpKUF5ezp6xz5QnnngCTzzxxLh/9/HHH1/1tdtuuw0SieSaj7lhwwZs2LBhVuuaDIcWV8B0JjaZzwVpAzcajTM6oyKjPQKBABkZGZM+htEI1F1QwI3Hgy/DQ9237Qi9bCvYqzCNBA30m5qMhgZNyTPKITXi4kOguiBFV2MPQqNNgjeqMo3i9JMRnu5BAIBaNQY/gxoXvuuCl68pfzUwLAAdjd0QJEVA1qpAcnYCWmrasXjdAjy+9afwC/aBTCZDU1MTGw3V0tLCltWc+UJA/HRjYmI4iw+cKXw+32LMh3TC1tfXQ6/XT2vMp7OzE01NTcjKykJkZKSNnoF1IUYKZNyLixGiK1/zKxt0SMnemq5FOp2O9S7Pyclx6t8nc1QqFcRiMRITEy12mNPxPyY38AzD4M0338S//vUvlJWVIS0tzU7Pyv44tEMTYCoDTrZEvV6P48eP46677pp2mbCzsxMNDQ0Woz2TsbP0JP6xrwEFKTE4d+oComKC0dNtMoboVagQHOKHwYERBAb6QKlUwz/AG3ExQeir7cCAXAUffz7UI1oEhvhB2T+CkIgADChUiIgJhqJ7EHOzYtBxth7hsSForenA3IIUNFdcQsaiuWj4thnzb56Huq/OY/7N8yBIjMATf3kQnnwPKJVKVFVVISwsDOnp6VCpVFAoFJDL5RgbG7M4M3Sk86vJmGzUxlFgGIZ9zRUKBYaHhycc8yEl07a2NuTl5SEkJMSOK+cO83lPoVBoNaEjEPtTsqs1dy2KiIhAYGAgJzdiWq0WEokE3t7eyMnJcZlGs+HhYVRUVLC5zVPF3P+4r68PL7/8MnJycsAwDI4dO4aysjLk5ORYceWOj8PvXHk83pR2roCpyWCq4mo0GnH+/Hl0d3dfNdozGa1dSsS6ecIwMAYACA/3R0/3IATRQehVqBATG4zBgRHExodAWadG+pwIVB2sQnRyECAHEudGobGyHTGJYVD2jyAqIZQV17BwP/CUQxjuH0ZipqkByZNvepsMelPpe2RwFDweDzcVL8Dqx5YC+G9pMSUlBYmJiVfNvY2MjEAul7Ndm4442zke7e3tuHDhglPs7Hg8HgIDAxEYGDjumI95jFtPTw9r6u4qRh6ke1ar1dps3pPH48Hf3x/+/v5sgw4RWolEwpYySfl4JuejGo0GYrEY/v7+LtXBTYQ1Pj5+WsIKWPofa7VaPPPMM3jvvfdQV1cHb29vvPrqq1i9ejVWrVrlMo2U08XhxXUqEC/LqZ676nQ6VFVVQaPRYNGiRdMuW134Tgp59zC8Ek0vHwk212pMloQGg5FdV2ZiKJStMoABvLy8AQyxNwvk+3RaPXhuPHgYdJAc+A4Jl0W1r6sfANB9SQ4PT3d0NHbDN8gHsjYFnv/nz7G4eIHFrOf8+fMnnNXy8/NjG8M0Gg27ozW/6EdGRnJ2pz9byJmdVCqd1aiNPRlvzEcul0MsFoNhGERGRkKtVsPHx8epm2KA//5OAbDrWIqnpyfrWmReymxuboZarbYoH0+ly5wE0gcEBGD+/PkuI6zE1zk+Pn7WZ6Kenp4YGhpCZ2cnvv32W3h7e+PgwYP4+OOP8dprr6Gjo8NlXrfp4PBlYZ1Ox9pqXYsTJ06goKBg0oswCZn28/NDbm7utC9qsp4hPHzvB/D184R6VAdvbz60Oj3ceDzw3Hgw6I3ge7mDz/dECGNAV6MUfB93aNUG+Pl7Y3REAx9fPsbUWvC9PKDXGeHjx0dUmDfOn6mDb4APhgeGERoTgr6uAcTOjUJXcw87v5p9WwY2/Z+NrJVhY2MjFAoF8vLyZiRA5hf93t5euLm5sUJrLw9eg8HAlhbz8/Md2vZvOpAwcJ1Oh9TUVNaS0bxkb80zQ2tBSqZ8Ph+5ubkOexZpXj4eHByEn58fu6sdz/R+bGwMFRUVCAkJQWZmpkPcdHLByMgIKioqEBsbO2tfZ4Zh8Pe//x2vvPIKDh06hJtuusni78fGxpzu88wVDn+7PNU3fiodw8QcID4+HmlpaTP6UIm/uwQAiIj0Q1vLIOKTwtDUIEXSXAEuNsuQnBoBrUaPYIMe5ys6EBrtj37pMOLnCtDRLEPCXAHam2VISo9Ca2MPUrNioWrpgl6lh0FnQFxaNBrONkOQFIm+rgEEC4LQ1dwD30AfpOQm4pkP/j+Ex4ZCp9OhuroaOp0ON9xww4w/wOazneYevKQ5h1x8uDQCvxZk1AYAFixY4DCON7NFo9GgsrISfD6fdV0iAQNkzEcqlaKxsZEd84mMjHR4xyKys3OGkinp+E5MTIROp7vK9N7cMESn00EsFiM0NBQZGRkO/R5MByKsMTExnAjrp59+it/85jfYv3//VcIK4LoVVsAJxHWqXGvWlaTAXLhwAfPnz2eTHWZCxfctlx/T9P+el4PNvX1MwhMW7Iv6YzXgJ5jSS6Jiw9AvHUZAsKkE5X95NMfX3xvxqRHgq0fQ3dCJjMVzAfzXF1gzauoiVl0OAIhOEeDRLffD288Lo6OjqKyshK+vL6f2eFd68KpUKsjlctYIPCQkhI1ws8YvzejoqIU7kaPugKYLeV4TZZZONuZDzsatFZQ9U0ZHRyEWixEWFuZ0AuTp6YmoqChERUXBaDSygfCkE5acn5P+BVeAvF/R0dGzdmpjGAb//ve/8atf/Qr79u3D7bffzt1CXQSXEdeJdq4kWYQEFwcHB8/4Z+i0elRXtoPHAxRyk+hJL4/O9MpVyM6IQrekBVq1DmqV6Rx2qN80ijOoMH3/wOVRHU83oPPbWgRFmAazu5tlcPdwR0djF7x8+Wiv70RAmD86GrpQ/PRKbPo/d8PNzY1Nf4mOjp7x7nsqmDfnkJBsuVzOWqaZZ6VysbsiTlzWfl62RqlUorKyElFRUVN6XuYjJ8SxyDwo29aVhIkYHh5mL9T2Ho2aLW5ubqxhSExMDCoqKtiIvG+//Za1ByTlY0e6wZkqo6OjqKiogEAg4OT9KikpwTPPPINdu3bhrrvu4miVroXDn7kaDIYpWRt+//33iImJsRjCJ6U4hmGQn58/691WlbgVv/nVLkTHBELarWSDziMiAxHh6wlZYxeG+kbgH+yD4UE1AkNNozbkz+Bwfwz1jSBbGAfJnm/ZedXYtGh0NUmRlB1vGr0RpaBZfAmZi9Nwx703YdlPbwdg8mdtaGjAvHnz7Go2QHZXcrkcfX198PLyYsuYMzG7J53Oc+bMQUJCgpVWbXuIpzMX0WrjjfkEBwezu1pbnkuTG6GEhASXcZMC/nvDEBMTw+7sSE8CqSYAsAiEd1Q/YXPUajUqKioQGRnJyY3rvn378Mgjj+Df//43CgsLOVql6+EyO9cry8LkAhASEsJZiZGUhP0DTDOiYeH+GB3RICnMB5XH6xGdGoyhPiAuJRKNkjZ21Ib8GZ0YhvBAT4zJTV3A4XGhkLUqEBIZiK4mKfyDTBdITy8P+If44b5X1iPrlnTW77ijowN5eXnTGhuyBlfurq40uycX/LCwsElfd2catZkOPT09qKurQ0ZGxqyOIQjXGvNpbm5mO74nas7hiv7+flRVVbncjRAxUiBjKeT1u9JvmpSPW1paUFtbi+DgYHZX64gjbURYyfn+bD8XBw8exCOPPIJPP/2UCuskuIy4mpeFpVIpamtrkZqayumdtfiyuJLAc3d3HvgDw5CNmUq/Pt6+AAZh1F8ODb7c5Ww0MAgK9YNhYAiN5bWYI0wGAIwqTWk6ysvnqr2XA9cNeiN+f/JVxM6NgsFgQF1dHZRKJRYsWDBtGzlr4+7ujsjISERGRlqY3Tc1NUGj0bB3+RERERbNSebex0KhcFblekejo6MDzc3NyMnJmVIM3kyYKM2HNOdM5wZnqpA81vT0dE5uGBwFEi1JfJ0nwnx2nByVmAfCe3t7s0IbHBxs9/KxWq2GWCxmvZpnex08duwYHnzwQfz973+38OqljI/Dl4VJ0O5k1NbWwtPTE25ubmhra0NOTg6nOyF5zxAeuvcDBAR6Q6UcQ0y0LwbrZTDq9GAA8MCDu4cb9DoD+N6e0I7p2D/jUyIwdKEDSsUQGCMDhmHg4eEOrUb339Gb6BD0dQ8g/64sbP7ocQSG+bNRe25ubsjNzXWqzlninEPmaVUqFYKCgtgRn5aWFiiVSgiFQpcZtSEVhs7OTuTl5dnlhoE055BdLVdjPlKpFPX19cjKyuI899KeDA4OorKyctale1LBIWJrNBotyse2/t0lY0RcdTuXlZVh48aN2LZtGx544AGXOQqwJi4jrqRpCQCEQiHnrjeH9ldh29ZjyJgfA0ajgapNBlnrEKJTQiC9NIDkjBi0NHQjMU2AtiYZm3KTmR+P88cliJ0ThUvn2jAnPwkXKluRtiAVTT9cRMaNc9FwthmZN81DVHIEnnjPZGWoUqlQVVXFztjZ+y54tpAypkwmw8DAANzc3BAXF4eoqCiHMa6YDWTmuK+vD/n5+Q5TYSA3OMQaMCAggN3VTrURjezEc3Nz7X4kwSUkiSg1NZXTEjfDMFAqlazQEhtM8/KxNT/vXAvrmTNnsGHDBmzduhUPPfSQ0/+u2gqXKAuPjo5CJpOZLAFvuskqd4mSH1rg4ekOH8aI6lNNiEoxGTaEhAZBemkAPn6mn+l3Od3GL9AHmTkxMPT1QzOigY+/acfA9zV9n/vlER6jkQGPx8MtGxZi1aNLAJjKb7W1tS4VP+bt7Y2wsDC0t7cjPDwcAoEAvb29kEgkcHd3ZxuiHG3cZCqQfNnR0VEsWLDAoWb7JhrzaW1tndKYT0tLC1pbW12udE/Ojq2RRMTj8RAUFISgoCD2fJy87pcuXYKXl5dFIDyXn3di1RgSEsKJsJ49exZ333033nnnHSqs08ThxXWyN7O/v5+d+fT29raKsOp0BlxsliExkI8LZy8AAIZ6Teeliq5BAEBvjynVpl+uhIenO5jhYdQcqURUsqk0reg0NTHJW3tNozcXZHBzd4O8XYEX/vULLCoqAPDfBp/MzMxZhxU7EkNDQ6iqqrIYSTFPOJHL5airq4PBYLAYN3F0W0Bi+8cwDBYsWODQ3aPTGfPx8PDAhQsX0NXV5VL+xwDQ19eHc+fOYd68eTbxvfX29kZcXBzi4uJgMBjYcHLyuk8nRelaaDQaVFRUICgoiBNHqYqKCvzoRz/C66+/jscff5wK6zRx+LIwwzDQarXj/l1HRwcaGxsxb948MAyD3t5eiEQiztdQW9mGPz27E+48I+SdQ4iIDYaia5BNsQkTBKJPpkRIRAB0Wj1iwr1QX1aL0OgQ9EsHEBEfBkVHH6KSI9HTIkdcWjQ6m6SYK0rGY1s3YU6+ycqwqakJMpkMubm5LrVLII0wqampbMjxeJByGjmnHR0dtUjycaQdIWAqv1VWVrJJKc5qejHemA+fz4der3e5UrBCoUB1dTUyMzMRHR1t17UwDIPh4WH2dVepVAgMDGSFdjrz42THSrKOZyuEVVVVWL16NV5++WU899xzVFhngGNvCyaAnG8RU/fQ0FB0dXXNOjB9Ir77shp9XQOIn2e6yIRFBUHRNYjQqEAougcRGR+KPpkSsUlh6JI0AQHBAICo5Aj0SwcQmRAORUcfwmJD0NMiR3BkEPg+fLz076cQFmOyMqypqcHY2BgWLlw4JUNxZ4Gc110rVIBgXk6bM2cORkdHIZfL0dPTg/PnzyMgIIA1rrD2udVkjIyMQCKRsOdazlbKNsd8zCc5ORk1NTUYGBhAQEAAWxWyxZiPtZHL5aipqcH8+fMdoipkHgifkpICjUbDxri1tLTA09PTonw80c2bVquFWCxmwwVm+/7U1taisLAQzz33HBXWWeB04qrVanHu3LmrEm2m4i08E1QqFb45aprfhMH04R4bNkXN9V2eV1UNDSMxLRKjnT1QtMgRHGZqZtGNmRqxxi5bGY4MmUZ24tJj8OD/fw+8/bygVqvZ3c/ChQsdvgw6VRiGYcuKMz2v8/X1RVJSEnteSO7wL126BG9vb/ac1tYXfDJDHRsbO2sbOUeCnB2r1WosWrQIXl5eV4358Hg8Cw9eZ9mty2Qy1NbWIjs722Hnqb28vBAbG4vY2Fi2bN/b24uGhgZotVqEhYWxrz3JYybC6u/vz4mwNjQ0YM2aNXjiiSfw8ssvu8xn2x44fFkYMJU8gP8m2vj7+yMnJ8dCiBQKBc6fP4+bb76Zs5+rUCjwVfl3+OQ3XyEg2BfDQ6Pw8uVDO6aHh4cbjAwDMEBMYgDav24Aj8eD0cDAw9MdRoMRPDfe5a8Z4cH3gFatxdqfL8dP39gIHo+HwcFBnDt3DgKBAGlpaU69+zGHBGYrlUrk5+dzPlxPxh5Ikg8AiyQfa17we3t7UV1d7XImCiSxx2AwID8/f9yzY/MxH7lcDo1G4xRpPlKpFA0NDcjOzrba3LE1MR9rUygUUCqVCAgIQEhICORyOQICApCdnT3r60dTUxNWrlyJTZs24c0333SZ65G9cApx1Wq1kMlkqK6uRkJCwrjemMRzlwsDaZKR2tzcjIFLDD7740nMy0/A+cp2zM2JQ3N1J1KzYtHSIEWuMA4/lHzDRsJFp0VC2iSHYG44ZM29SM6NR8u5Dsy7YQ6WPHALa2XY09OD+vp6l7tIkwYfo9GI/Px8q8/3kcxOcuHRaDQWjTlc/nwy6+kI53VcotPpUFlZCXd39ynHMDIMg9HR0VmP+Vib7u5uNDY2utTZMbkeXrhwAQaDAXw+3yIQfiY3l5cuXcKKFSvw4x//GH/4wx+osHKAw9cgGYbBpUuXWIu8iS5qXJWFjUYj6uvrIZfLsWDBAmzfu58sBADg4WH64Pr6eSEhyhejPX2m/w8wnZOGRoZA2iRHYEggZOiFVq+Flz8ft2wqQP7K+TAYDGhtbUV7e7vT3klPBClx+/r6Ijs72yYlQzc3N4SGhiI0NBRpaWlsg0h7ezvq6+sRHBzMntPO5iy7ra0NFy9edAj7SS7RaDSQSCTw8fGZ1nvG4/EmHPNpaWkBn8+3e5pPZ2cnmpqakJeXh9DQUJv/fGvB4/HQ1dXFWrsSS8bz58/PqJrQ1taG1atXo6ioiAorhzi8uJKdycKFC68ZBs6FuJIsUZ1Oh0WLFsHD3RPV314Ez42HzhZT+VHa0Y/wqCAo6i+hs64TkYnhAP47aqPoMP05IB0EAAQGBuAXBx6CewCPPTvh8XhISUlBSEjIrNbrSJD0F4FAwInV2ky4skFErVazO6umpib4+fmxQhsQEDClNZqfHYtEohkF0jsqxB5voii86XDlmI/5uInBYLAYN7HFuBIZacvPz3ep3zOdTgeJRMJ2qJvHRKalpbHVBPNsYLKrHc+spaurC6tXr8by5cvxl7/8xW7C+tprr+F3v/udxdcEAgF6enrssh4ucHhxdXd3h0gkgvGyT++1vs9oNMJoNM7oA2J+nisUCuHu7o5z316AekSDuNRIdF6UIzoxDHy+O/SKXrTVdSIiPgzytl6Ex4VC3qZg/4xMCIe8vRd5d2XhuX88joBQf2i1WgwNDcHT0xMhISGQSqW4ePEiwsLC2Au+M9kbmkNGbVJSUhwq/9LHxwcJCQlISEiATqcbNyeVJPmM95khVYyBgQEsWLDAIY3ZZ8rIyAjEYjEiIyM5vxkipiARERFIT09nx3za2tpQV1dn9TSftrY2XLp0yeWML4iw8vl8VljNubKaQD7zxKzFzc0N4eHhuHDhAm677TaMjY1h9erVuPXWW7F9+3a771jnz5+P48ePs//vLM1yE+Hw4jpVyDmRwWCY9oekt7cXVVVV7HkueRzJ6UYAQFCoLzovAoLoQFTt/RbzFqQCACIuj9hEJkagt7MfkQnh6O3sR0R8GLJvy8AT7/0UHp4eGB4eRlVVFTuDRj40IyMjkMvl6OrqQkNDA4KCgiAQCGZdwrQlnZ2dOH/+vMOMN0yEp6cnoqOjER0dzXZiktEMo9FoYXRPEpaqq6vZ8SjSnekKEKP6uLg4pKamWvVm6Mo0H3Oze2uk+bS0tKCtrQ0ikQiBgYEcPQv7o9frUVlZCU9PT+Tm5k7pGmf+mScVwO7ubrz00kvo6uoCn89HRkYGXnnlFYcQMg8PD4e+hkwXlxFX8uEwGAzTKju1tbWhqakJmZmZiI2NZXe/RqMRVV+Z3JiUg6PIyIpGb0Mr9Fo9xkZMozjayyM2WrWW/ZPH4+HmDTdg1aOmAOG+vj5UV1cjPj7+qguZn58fkpOTkZyczHrvyuVyNDU1sWHkkZGRdp/pHI8rR22cqfTm7u6O8PBwhIeHszFiJNmExIip1Wrw+XwUFBQ4tOvSdCF+ulxkzM4EHx+fcdN8Kisr2Z3VTMZ8SG9GR0cHRCKRSzlK6fV6SCQSeHh4TFlYr8S8N+HMmTO488474e3tjYCAAKSnpyM9PR1r167F66+/brdxwObmZsTExMDLyws33HAD3nzzTaSkpNhlLVzgFN3COp1u0rIwABw9ehSLFy+ekmk6MaLo6elBfn4+goODwTAMe27bL1PiZ3dtQUCwLyICPdBx7hK0ai08+J4w6A1wc3eD+UvH4/HA9/bEL/76EBYVmqwMya5uupmeOp2OFdq+vj54e3uzQusIJvdGoxF1dXUYGhqyyqiNPenr60NNTQ37WQgMDLQwrnBmyBiRNfx0Z8t4Xd/m7lzXqhyQG73u7m6IRCKHCU3gArJjdXNzQ15e3qx3mAMDA1i7di3i4+Oxa9cu8Pl8DA4O4siRI6ioqMCWLVs4Wvn0OHz4MEZHR5GWlgaZTIY33ngDjY2NqKurc9oGQqcQV71eP6VmpRMnTqCgoGDSphMyLqLRaCAUCuHj4wODwcCKJY/Hw/HdFfj8/eNIiPKF+KCETbGZI0zGBUkL5giTcEHSitT8JFysbEXGorl45Pf3YU5+MhiGQVNTE6RSKXJzc2e1qzMYDGwZTaFQsPmp9urC1Ol07DxkXl6eS5VLybl7eHg4MjIyLIwr+vv74ePj47RORcREwRnGiMznOnt7e6855kNygaVSKQoKCpz+Bsgcg8HAnpVyIaxDQ0MoLCxEREQE9uzZ49C/uyMjI0hNTcXzzz+PzZs323s5M8JlysIA2LOya0EaOfz8/HDjjTde1QhFfmlb6jqh7ZJhxNPUDezuafpg871NJUK+j6n5yMuXj5TcRPzqkycQFhMKvV7PutwsXLhw1g0b7u7uEAgEEAgEFib3tbW17FlhZGSkTdxyyKiNj48P8vPzHeKchitIrmdCQgJSUlLA4/Hg5eXFGq6PV8I0N66wdzPItejq6sL58+etGt7OJTweD/7+/vD390dycvI1x3yIkciCBQtcJhcYMAlrZWUleDweJ8KqUqmwfv16BAcHo6SkxKGFFTAdmWVnZ6O5udneS5kxLiWuk43j9PX1oaqqCnFxcUhLSwNg+hBfKax6nR5lO45CPaSG8XJogPSiDAAga1MAAOTtptGcmNQoPLrlfnj7ebFG7nw+3yoJKeZt9+np6RgaGmLPaIl5QmRkpFXGHcioDekudWQxmS6k23nu3LmIj48f93s8PDwsbnIGBwchl8vR0NAAnU5nYVzhSGe07e3t7Hyus856jjfmQ+wYjUYjwsPD2U58R3rtZ4rBYGCTlsjkwmwYGRnBj3/8Y/D5fOzdu9cpmiU1Gg0aGhpwyy232HspM8YpysIGgwF6vX7S7/v222+RlJQ0btmrvb2dPf+Mi4uzaFwyF1YAqD3TiF+vfAvx6THoaOxGzBwBui/I2FSbyMRwyNt6se6ZVfif138MNzc3NlKNjB/YUnxIuoZcLodcLsfIyAhCQkLYc9rZ3qWSszpHG7Xhgq6uLjQ2NiIrK2vSYIHxME+UMX/tya7WXpaA5g0++fn5LjWfyzAM6uvr0d/fz95kKhQKi9c+PDzcKXeyRFiJw9lsm4vUajV+/OMfQ6vV4vDhww7b6PXcc89h7dq1SEhIgFwuxxtvvIFTp06hpqbmmklajoxL7VzHKwsbjUacP3+ebXYICQmB0Whkv+9KYQUA8bFqAEBQeCA60I2QqBB0X5CxqTaRCRG4+/lCLN10GwDTeVZdXR1SU1ORkJBgc/ExN09ITU1lB8lJmgxpyomMjJz2BYeIjzOc1U0HhmHQ2tqK1tZW5Ofnz3hXN96oyZVd30RobWUJSM78e3p6UFBQ4FINPqSZTqlUssH0ERERmDNnzrimIaSi4Axn5AaDge1nEAqFsxbWsbEx3HvvvRgdHcWRI0ccVlgBU/PnT37yE/T29iIiIgI33ngjzp4967TCCrjYzlUikSAsLIx9Q0jzzdjY2ISNS+P9wj1942/QWtuBhMxYtNd3ISkrHq21HUjOSYCiow8v/fspZN2czl6gW1pakJWV5ZBpGxqNhr3Y9/f3sy5Fk13sGYbBxYsX0dHRgdzcXKctKY6HufgIhUKrXXTMzwp7e3vh5eXFnhVOZFwxW8iubmBgAEKh0Cl3bxNBAiGGh4chEomuWZHR6XTsGXlvb++sxnxsgdFoxLlz56DT6TgRVq1Wi/vvvx9SqRTHjx93qlE5V8EpxNVoNEKn0036fefOnYO/vz+7exOLxfDx8WHNyMn5Ko/Hm/DC1tfdj4fSfgn/ED+MDI7AJ8AHYyMa8L09EREfhpf+/TRi50bBaDSioaEBfX19yMvLc4qBdeLYQkZ8SGMIcSkiQmvuTJSfn++SO5+hoSGbig85KyQNOAzDsGfkXF3szcVHKBQ6bErNTDAajaiuroZarYZIJJqWm9lsxnxsARFWrVYLoVA463NjnU6HTZs2oaWlBSdPnnTaURZnx6XEtba2lk2IqKysRExMDNLT0wGM37g0Hsc+OYX3f/4R0m+Yg8bvLrAjODcWivCL9x9CQKg/uyPW6/XIy8tzyouY+cVeoVCAx+OxqRqdnZ3Q6/XIz8+3+4WHS0isGtkd2MtukhhXkNd+bGwMoaGhs7LBJCVFcoF2VivN8SBuWRqNBiKRaFbiM158W2BgICu0tjZsITcNZCxwtsKq1+vxyCOPoK6uDmVlZQ5ZTbtecClxbWhogEqlwtDQENLT0xEfH8+aAUxFWAHg7fv+gm/3VbDimrFoLmLmRLFWhiMjI6iqqmJbxR2tvDQTyJ29VCqFVCoFYMpHjYqKYu0AnR2tVovKykrW5cZRnpP5xV4ul0OlUiEoKIitKExlZ03mtgFw0gTjSJAGn2vlzM4G81nmvr4+m5TuCUajkR3bm+1NA2B6rR5//HH88MMPKC8vd6keCWfEKcSVYRhoL4/EXOt7zp49C6VSiYKCAoSGhlo4Lk10vmqOQW/AA4m/wKhSDf8QXwwPjOKRLfdhzWNLAQD9/f2orq5GbGws5syZ4/ANEtNBpVKhsrISYWFhiI2NZcvHarV61rsqe6NWqyGRSBAQEICsrCyHHiMiNpjEuMLX15d97cdz59JqtZBIJPDy8kJOTo5L3OwR9Ho9O5Jii5sG8zEfhULBjvmQc1ouhZ1rYTUajXjyySdx5swZlJWVTThSRrEdLiGupNw3ODiIoKAgNkWHWCZORVgBoO6rRry8wjSCI2/vxS93/Iy1MiRds+np6YiNjeXmiTkIxP84KSkJSUlJFq8VCRcguyqSj2rPMZPpoFKpIJFI7BqFN1P0er1FQ5R52kxoaCgrrP7+/g5/0zBdiO0fj8ezi2EJwzBQKpWs0JqP+cw2WIOcjY+MjEz7/Hiix3v22Wdx9OhRlJWV2cUzmnI1Ti+uo6Oj7J17WFgYBgYGkJuby3YET+eC8+lv/4OSPxzEgpV5+Mmv1yE1L4n1Le3s7HS5rllgeqM2Y2NjrNAODg4iICCA3VU5YtNTf38/zp07N+5Ng7Nh7s6lUCig1+vBMAyCgoKQm5vrEuYJBJ1OZ1HCd4TduPmYz8DAAPz8/FihnY7ftzWE9aWXXsK+fftQVlaG1NTUWT0ehTucQlwB00jJlQwMDEAikSA6Ohrp6eno7u5Ge3s7ezYz3YvpM4teAc+Nh9/s/iXCokNgMBhQW1sLlUrlcgb1xGSgvb19RjcNZMxEJpNZ+O46SrgAmT2eN2+ey1UalEola+Gp1+sxOjpq0f3qDBWFidDpdBCLxQ5d5h5vzMe8ojDRmhmGYa8nBQUFnAjrq6++ip07d6K8vJx1naM4Bk4rrl1dXaivr8e8efOQkJDAOuVUVlayVoACgQDh4eFTOqvpkw7gg83/xC93/Azefl7QaDSoqqqCm5sbcnNznfKscSLIGFF/fz8nozbEd5eMmZBwgWsFkVuTjo4ONDc3O+zs8WwYGhqCRCJBYmIikpOTwePxWNMQuVxuYXLvqHGFE6HVatnxufHCwB2R8cZ8wsLCWJco0m3PMAxrfjHZjO5UYBgGb7zxBj766COUlZUhMzOTi6dD4RCnEVetVguGYVgDgI6ODuTl5SEsLAwMw7BnrDwez+KckNzVkxDyicpnqv5h+IeYLkREpENDQ5GZmekUv+RTxXwcxRpjREaj0WLEh2EYiyBya+5EzHfjeXl5Ljc439/fj6qqKsyZMwcJCQnjfg+pKJBZZi8vL7Z0bz7L7GhoNBqIxWKnPj+eaMwnPDwcSqUSw8PDWLBgASfC+vvf/x7btm3DyZMnkZ2dzdEzoHCJU4mrTqdDdXU1OyTv5+c3aeMSEVqZTIbh4WGEhISwQjveh5yYuJMwaUe9GM0EEixASm7W7r40n+eUy+XQarUICwuzSrgAwzBobGyEQqGAUCh0yDPg2UCSkNLT06ecDWwwGNjypUJhCpyw1Y3OdBgbG4NYLEZQUJBL3cwSd7SWlhaMjY2xucyzGfNhGAZ//vOf8e677+L48eMQCoVWWDmFC5xGXIeGhiAWi+Hp6Ym8vDx4enpaWBlO5YOqVqtZoVUqlQgKCoJAIGDN7UmCyPz582dk4u7ImI/aZGRk2PwCNl64gPmIz2zu5snZOLnpcobUj+kglUpRX1+P7OzsGZe5jUajhXEFKV+SGx17HXuo1WqIxWKEhIQgMzPTpW5mGYaxOH4h5fuZjvkwDINt27bhzTffxJEjR7Bw4UIbPAvKTHEKcWUYBidPnkRwcDD7CzgdY4jxIPOEMpkMg4ODrFi7orCSURvzczp7Mzo6ygotudGZjnECgbhlGY1G5OXludTZOPDf8+Pc3FzObOxI+ZK8/sPDwwgODmZff1vdnKjValRUVLA3fI7wueQKc2EtKCiwOH6ZyZgPwzDYsWMHXn31VRw+fBiLFy+25dO5Jm+99RZefvllPP3009i6dau9l+MwOIW4AqadF7m7Iyb+U51fvRbE3UatVsPX1xeDg4Pw9/e3MLd3Zrq7u9HQ0ICMjIwplxNtjUajYXdU0wkX0Gg07BiWo4xscElLSwub2hMcHGy1n0NuNOVyucWYSWRkJAICAqwieqOjo6ioqGDzgV1NWBsbG9HX1weRSDTpzcpEYz4eHh6Ij4+Hm5sbPv30U7zwwgv44osvcNttt9nomUzODz/8gLvvvhuBgYG44447qLia4TTiqtVq2d3qbHas5oyOjqKqqgo+Pj7Izs6Gh4cHdDode6Hp6+uDj48PIiMjIRAIbBYZxgUMw6ClpQVtbW3IyclxGvNu83ABkiRDhNY8NozMN5Nqhquc0wFgZ6u7u7utmtozHuT1J2Mmnp6e7I4qJCSEk9d5ZGQEFRUViI6Oxty5c53md2oqMAyD8+fPQ6FQoKCgYNpVAPMxn+effx41NTVISUlBXV0dSkpKsGrVKiutfPqQY5ht27bhjTfeQF5eHhVXM5xCXI1GI3744Qf2rJCLHevg4CCqqqoQHR2NtLS0cR+POOSQCz2fz2eF1hFmOSfCPLEnPz/foXMcrwVpyCGvPwkX8Pf3x8WLFxEbG+uSF+fGxkb09vayTXv2gnR+k5tNck5Iknxm0hA3PDwMsViM2NhYpKamutx719TUBLlcPiNhvRKNRoPf/e53eP/99xEREYGhoSEsW7YMa9euRVFREcLDwzla+czYtGkTQkND8ac//Qm33347FdcrcAqH787OTixZsgRhYWEoLCzEunXrsGDBghnfRUulUjQ0NGDu3LnX9OD08PBAVFQUoqKiLC70EonEYpYzJCTEYS4Ser2eTdlYuHChUxsKmL/GxKGoo6MD58+fh5ubG1tODg8Pd4mSsHkQOBcX59lCMlDDw8ORnp4OpVIJuVyOixcvoqamZtoNaSqVCmKxGPHx8S7nJESEVSaTcfbeHT58GDt27MCePXuwZs0a1NfXY//+/dixYweioqKwevVqDlY+M3bu3AmJRIIffvjBbmtwdJxi5wqYyoBffvklSktLceDAAfj7+6OwsBDFxcVYtGjRlC6u5nOQ2dnZM77zM5/llMvl7I5KIBBwVjqbCWNjY6iqqoKnp6dDJb9wRU9PD+rq6pCeng5/f3/29R8bG2M7X681y+zIGAwG1shdKBQ6fNSf+Tzn0NAQG9tGjCuuhJhfJCUlITk52Q4rth4Mw6C5uRk9PT0oKCjgJCP4wIEDePDBB/HPf/4TP/rRjzhYJXd0dHSgoKAAR48eRW5uLgDQnes4OI24mjM2NoZjx46htLQU+/fvh6enJ9auXYt169bhpptuGvfiajAY2JBsLgPAiUMLudAbDAZWaK9lhcY1w8PDrPGFPUZtrE17ezsuXLiAnJwci5ui8TpfQ0JCWKF1hp07SX8xGo1WiVWzNhqNhj0+6e/vt5jnDAoKwtDQECorK5GSkoLExER7L5dTzM/HCwoKOCnjHzlyBA888AD+/ve/Y+PGjRysklv27t2LdevWWVzbDAYDeDweW1FyhUrSbHFKcTVHp9OhrKwMu3fvxt69e2E0GrFmzRoUFxfj9ttvB5/PR2dnJz788EOsXr3aquMa5qYJMpkMOp3OwobRWh84YlCfkJCAlJQUhylRcwHDMLh48SI6OzuRn5+PoKCga34/6by8Mlxgoh2VvSEm9e7u7i5RbSBWmObGFQaDAbGxsUhLS3Opiy75bHZ1dXEmrGVlZdi4cSO2b9+O+++/3yF/l1UqFdra2iy+9uCDDyI9PR0vvPACsrKy7LQyx8LpxdUcvV6PM2fOYNeuXdi7dy/UajUWL16Mb775BiKRCCUlJTbbFRCvYyK0Y2NjbDMIl+5ExGDAkUdtZoq5B/JMmntIEDbp/CbZqNYcMZkOZJTI19cX2dnZLldt6OvrQ1VVFYKCgqBWq6HT6azm0GUPyE2fSCTipBJ25swZbNiwAVu3bsVDDz1k98/ndKBl4atxKXE1x2AwYOvWrXj55ZfZ86sVK1aguLgYy5Yt4+RcZKqQ0qVMJmPdiczPCGeyk2YYBq2trWhtbXWqUZupYn4GmZ+fP+vy7pWd32TExF4NacSZyBVHiQCgt7cX1dXVrF2juUOXQqFgy/dc5KPag4sXL7Jnj1wI67fffot169bhnXfewWOPPeZUwgpQcR0PlxXXbdu24fnnn8cHH3yAe+65B99//z1bOu7p6cHSpUtRXFyMFStW2HxUZXR0lBValUrFnhESG8bJMBqN7LiGM4/aTAQx9gDAWl1yyZUNaQBYobXFOfnIyAjEYrFLGigAJn/u6urqa2YEX2mc4O/vz74Hjj5PTpoiuRLWiooKFBYW4vXXX8eTTz7p0M+dMnVcUlzVajWWL1+Ot99++yqbMKPRiMrKSpSUlKC0tBRtbW1YsmQJioqKsGrVKgujAlutldgwDg0NISgoiBXa8e7m9Xo9ampqMDY2xsmOztEYGxuzKJVaW+gYhrFoSCPn5KR0yfUZqFKphEQiQVxcnMvNeQKmgIGamhpkZWVN2UbU3Dikr68Pnp6esza4txbEmEUkEnFyU1tVVYXVq1fj17/+NZ599lmX+zxcz7ikuAKmi+ZkH1QSXrx7926UlpaiqakJd9xxB4qLi7F69WqEhoba9MNO5jaJDd2VzTgajQaVlZXw9PRETk6O059ZXcnIyAgkEondOp7Nz8mJ5yuZ5YyMjJx1I9zAwACqqqrYxCVXg4xKzSZgwGAwsMYVJLKQGNzbe56ZHMNwJay1tbVYuXIlNm/ejJdffpkKq4vhsuI6XYhtGdnRVldX49Zbb0VRURHWrl2LyMhIm374r2zG8fHxgVarRXBwMHJyclyq6xIAO67hSDs6MstpHi5wrarCtSBnkGlpaYiLi7PSiu0HaazLyclBREQEJ49Juu/JezA2NmZhXGHLkIa2tjZcunQJIpEIgYGBs368hoYGrFy5Eo8//jhee+01h/i8U7iFius4ELOJ3bt3Y8+ePaioqMDixYtRVFSEwsJCxMTE2PSXgZxheXt7W+RCCgQCh+h6nS1EeK4VAm5vrjS3Nw938PPzu+Z7IJPJUFtbi/nz5yMqKsqGq7YNXV1dOH/+PKfJPeNB5plJEDlJUoqIiLDqmBXXwtrU1ISVK1di06ZNeOutt5z+95cyPlRcJ4FhGLS3t6OkpAR79uzBt99+iwULFqCoqAhFRUVISEiw6i8HKbXNmzcPcXFxMBgM7PmUQqFgz6cEAoHNz4u5gKT2OJPwkHAHYm7v5eUFgUDAmiaYvwdEeLKzsznb0TkSnZ2daGpqQl5eHkJDQ232c0kQOTGu8PX1ZRuiuPT9JhnPQqFw0hnrqXDp0iWsWLECd999N959912HOk+mcAsV12nAMAy6u7tRWlqK0tJSfPXVV8jNzUVxcTGKioo4NXAgozYtLS1XuRIRyPkUOac19+J1tEaQ8WhtbcWlS5esvuOxJuae0wqFAu7u7uxFXqVSoaWlBbm5uTYVHltBhMfakXiTQYwryJiVm5sbWzoODQ2d8e9BR0cHLly4wJmwtrW1YcWKFVi7di3ee+89h//9pMwOKq4zhGEYyOVy7N27FyUlJSgvL0dGRgYrtLMZsTAajTh//jzkcjny8/OnVIoixvYymYxtBCFCO5sLjDUgXqxSqXTKz88ZIO+BXC6HVCqFwWBAWFgY4uLiEBYW5lLn5OTGjyvh4QryHpBdrV6vt2iImmoTINmRC4VCTm4curq6sHz5cixduhTbt293qN9HinWg4soBDMOgv78f+/btQ0lJCU6cOIHU1FQUFRWhuLh4WiYBBoMB1dXVrHnCTIbryXgJmaUlfsckKsyeF3mj0Yj6+noMDg5CKBTa1MzDFpB0FKlUinnz5mF4eBgymQwajYa9yDtruACBzHkKhUKHvjEar/t7Kr7TRFjz8/MREhIy63X09PRg+fLluPnmm7Fjxw6XusmiTAwVV44hHY5ffPEFSktLceTIEcTFxbFCm5ubO6HQajQaVFVVsT6zXFyAGYZho8JkMhm0Wq1V5zivhcFgwLlz56DRaJwi+WW6MAyD+vp6DAwMWNw4uEK4APDfRr+Ojg7OxlFsyejoKHtWTnynzZN8eDwee0bOlbDK5XKsXLkSQqEQn3zyidN7R1OmDhVXK6NSqXDw4EGUlpbi8OHDCA8PZzNpCwoKWKGtrq5Gd3c3YmNjMX/+fKuUjYgFHdnRqtVqm0W1abVaC4N6Z965jYfRaERNTQ1GRkYgFAqvKZhqtZoVWhLXRt4DRwwXACzTX7jy0rUnWq3WwrjCy8sLvr6+GBgYQF5eHic9AL29vVi9ejXS09Px2WefudxnnnJtqLjaEJJJW1JSgoMHDyIgIACFhYWIjY3F22+/jRdeeAHPPPOMzTp+zf2Oh4eHOTVMMEetVkMikcDf3x9ZWVkuVxYjO3KdTof8/PxpvXZarZYtWzpiuABgGQQuEokc9gZgphgMBjQ3N6OzsxPu7u5sPnNERMSMj1EGBgawZs0aJCQkYNeuXTadyaU4BlRc7YRarcaxY8fwxz/+EadOnYK/vz9+8pOfoLi4eMJMWmsyOjrK7qaUSiWCg4PZi/xsypbDw8OQSCSIiIhAenq6Q4gFlxAfZB6Ph7y8vFmV/cYLFzDv/rbHa0fMVRQKBUQikcudkQMmA4yGhga2q3twcJBtiNJoNBZJPlMRyaGhIRQWFiIiIgJ79uxxueMPytSg4monGIbBH/7wB/zud7/Dv/71L3h7e2P37t3Yt28fGIZhM2lvu+02m9/1jo2NsUI7ODjIli0FAsG0GqyI3Z8r5swCpl2nRCKBl5cX565Z5mNWCoXiqt2ULbpNGYZhI/9EIpHTJddMhZ6eHtTX1487DmZ+Vq5QKKBSqViXroiIiHFvNFQqFYqLi+Hv748vvvjC7ufp27dvx/bt29Ha2goAmD9/Pl599VWsXLnSruu6HqDiaif27t2Lxx57DAcPHoRIJGK/rtfrcfr0aezatQv79u2DWq3GmjVrUFRUhDvvvNPmv6ykbEmG9f39/SEQCCYNH5fL5aitrXVZu7+xsTGIxWIEBAQgKyvLqmJnNBotdlPWDhcATMJSV1eHoaEhiEQiu4uENZDJZKirq5twjvxKiEuXQqFAf38//Pz8EBERwXa+q9VqrF+/Hm5ubjh48KBDlM+/+OILuLu7Y86cOQCATz75BFu2bEFlZSXmz59v59W5NlRc7YTRaIRMJpswkgsw7V6+/vpr1h1qaGiIzaRdunSpzUt0xJlIJpOhv78fPj4+rNCax4SRjsv58+dPORnFmSABA2FhYcjIyLDpjtx8vIQ0pXHtt2s0GlFXVweVSgWRSOSSZU1iSTlTL2SdToe+vj60traisLAQ3t7e8PT0RFhYGE6dOuXQpiihoaHYsmULHn74YXsvxaWh4uokGI1GfPfdd6zQymQyLFu2DMXFxVi+fLnNxyLMzwcVCgW8vLwQGRkJg8EAqVRqczs8W6FSqSCRSBAdHY25c+favdRtPuKjUqnYs/KZBpCTrufR0VGXHJcC/huLx1XIwMDAAFatWgWpVAoPDw+Mjo5i1apVrKGMo7yGBoMBu3btwqZNm1BZWYnMzEx7L8mloeLqhJBMWhKV197ejiVLlqC4uBirVq3i1Ft1KhC/4wsXLmB0dBR8Ph9RUVF2bcSxBoODg6isrERSUhKSkpIc7nnNJlwAMH2uqqurMTY2BqFQ6JIdrkRYZxOLZ45Wq8X999+Pnp4eHDt2DEFBQRCLxdi7dy+OHDmC06dP270JrKamBosWLcLY2Bj8/f3x2WefYdWqVXZd0/UAFVcnh2TS7tq1C3v27EFTUxPuvPNOFBUV2SyT1mg0ora2FiqVCnl5eVCr1awNI4/HYy/wISEhTmv71t/fj6qqKodO7jHnyjlOkqQ0kbG9+TiRUCh0yZlMki7FlbDqdDps2rQJLS0tOHnypMOWgrVaLdrb2zE4OIiSkhLs2LEDp06dojtXK0PF1YVgGAaNjY1sVF5tbS1uueUWFBcXY+3atYiIiOBcaPV6Pc6dOwe9Xn/VjCdpxCGztAzDWNgwOovQkuas9PR0xMTE2Hs508Y8Sam3t5cNeIiIiEBISAgYhkFVVRUMBgPy8/NdWlizsrI46QPQ6/V4+OGH0dDQgJMnT3Ii1rZiyZIlSE1Nxd/+9jd7L8WloeLqojAMg4sXL7JCK5FIsGjRIhQXF6OwsBDR0dGzFloyiuLp6Ync3Nxrdq0SW0gitMRQnXS8OqqxBAkB52q3Y2+uDHgwGo1wc3ODp6enyzYvkbzgzMxMTmINDQYDHn/8cYjFYpSVlTlNVCLhrrvuQnx8PD7++GN7L8WloeJ6HcAwDNra2tiovLNnz2LhwoVsJm18fPy0hXZ0dBQSiQRBQUHTtms09zuWy+UYGxtjhTYiIsJh/Fc7OjrQ3Nzs1JF410Kn06GiogJ6vR48Ho8NFyA3PK6wg+3r68O5c+c4FdannnoKX331FcrLyxEbG8vBKq3Hyy+/jJUrVyI+Ph4qlQo7d+7E22+/jS+//BJLly619/JcGiqu1xnmmbQlJSX4+uuvkZeXx3Y2JicnTyq0pGM2KioKaWlps9oBE79jIrQjIyMICwtjw8ftdYFvaWlBa2ur3bNKrYVOp7OoOri5uV31PoSGhrJlfGfc0RJhzcjIuObI21QxGo3YvHkzjh07hvLyciQmJnKwSuvy8MMP48SJE5BKpQgKCkJOTg5eeOEFKqw2wCnFddu2bdiyZQukUinmz5+PrVu34pZbbrH3spwOhmEgk8nYTFrS5EASfMYTzv7+fpw7d85qHbNXjpaEhISwQmuLC7y5Qb1QKHS65JepMBVnKZIgc2W4QGRkpN27X6cCaUDj6pzcaDTixRdfxP79+1FWVobU1FQOVklxZZxOXD///HM88MAD2LZtG2666Sb87W9/w44dO1BfX+8UXZyOCsmk3bt3L0pLS3H8+HHMnTuXTfDJyMjAJ598goMHD+LPf/6zTcphV6bHBAUFsaYV1nAMIg1hvb29EAqFDuGwwzVarRZisRi+vr7Izs6eUjlfo9GwQkuciYjQmpuHOArWENZXX30Vn3/+OcrKypCWlsbBKimujtOJ6w033AChUIjt27ezX8vIyEBxcTHeeustO67MdSDNR/v370dpaSmOHj0KPz8/DA4O4te//jWee+45m3f6ajQaVmgHBgYQEBDACi0XOyniSqRUKiEUCl3SR1ej0UAsFrPpRDN5D3U6ncWID5/PZ4U2KCjI7kI7MDCAyspKzJs3j5MbQIZh8MYbb+Af//gHTp48ScdXKFPGqcRVq9XC19cXu3btwrp169ivP/3006iqqsKpU6fsuDrXhGEYvPTSS3j//fchEokgFosRERGBoqIirFu3DiKRyOZCq9VqLWwY/fz8LGwYp4vBYLAwT3DG88XJIF7IQUFByMzM5OQ9myhcIDIyEqGhoTb/XAwODkIikXDmZ80wDH7/+99j27ZtOHnyJLKzszlYJeV6wTHaMqdIb28vDAbDVXNqAoEAPT09dlqV62IwGPDEE0/g0KFD+P7775GZmYmRkRE2k7awsBBBQUEoLCxEcXExbrjhBpuM1PD5fMTGxiI2NpbdSclkMrS0tMDHx2daeah6vR5VVVUwGo0oKChwiQ7ZK1Gr1RCLxQgJCUFmZiZnu0t3d3c2qYfMNMvlctTX18NgMLCdx2FhYVbvACfuWXPnzuVMWLdu3Yq//OUvOH78OBVWyrRxKnElXHlxYBjG7uUoV0Sv1wMAvvnmG8THxwMA/Pz8sH79eqxfv57NpC0pKcHdd98Nb29vrF27ls2ktcVIjaenJ6KjoxEdHQ29Xo++vj7IZDJUVFRMWrIkHbMeHh4QiUQOO2s7G0ZHRyEWixEeHm7VPF03NzeEhoYiNDQU8+bNY0etLl68iNraWoSGhkIgEEw5E3U6DA0NobKyEnPmzGE/p7OBYRj89a9/xbvvvosjR45AKBRysErK9QYtC1M4QavV4sSJEygpKcG+ffvA4/GwevVqrFu3DrfeeqvNfWoNBgP6+vrYkiVxJSI2jKRjdjqNPc7GyMgIxGIxBALBrEemZruO8cIFuGhMGxoagkQiQWpqKicNjQzD4MMPP8Rvf/tbHD58GIsXL571Y1KuT5xKXAFTQ5NIJMK2bdvYr5HxEdrQ5Bjo9XqcOnUKu3fvxt69e6HRaLB69WoUFxfjjjvusHk2qNFoZM8G5XI5+7WgoKBJnaWcleHhYYjFYodJ7yGMjY2x78Pg4CACAgIswgWmg1KphFgsRkpKCiczpwzD4JNPPsGLL76IAwcO4NZbb531Y1KuX5xOXMkozv/9v/8XixYtwgcffIAPP/wQdXV1TjHUfb1BMmmJDaNSqcTKlStRXFyMJUuW2HxmUqVSQSwWw8vLCzqdDgaDARERERAIBAgNDXWJ0jB5jnFxcUhNTXUYYb0S0phGRnzIeXlERMSkyU5EWJOTk5GUlDTrtTAMg88++wybN2/Gvn37cOedd876MSnXN04nroDJROL3v/89pFIpsrKy8Kc//YneZToBJJOWCK1cLsfy5cvZTNqZdPpOB6VSCYlEwooOYCorkp2UVqtFeHg4ezbojEJLnmNCQgJSUlLsvZwpQ87LSbiAh4cH23kcHBxsUbYnNw/EyIQLdu3ahZ///OfYvXs3VqxYwcljUq5vnFJcKc6P0WiERCJhM2k7OzuxZMkSFBUVWSWTdmBgAFVVVRPudBiGgUqlYoVWrVazNozO4rNLzh+52s3ZC/MyvkKhsEhT4vP5qKysRGJiIpKTkzn5eXv37sWjjz6KnTt3Yu3atZw8JoVCxZVid4xGI2pqatgdbXNzM+666y4UFhZizZo1CAkJmZXQklSU6cw/Ep9dmUzG+uwSG0ZHDBEnoyhcnT86CgzDsCM+MpkMGo0Gfn5+SE5O5uSm58CBA3jwwQfxz3/+Ez/60Y84WjWFQsWV4mAwDIOGhgZWaOvq6nDrrbeymbTh4eHTElqZTIba2lrMnz9/xqkoo6Oj7MWd+B2TJhxHMJwgrkRz587lZBTFERkeHkZFRQX7mpuHC5Bz2um+F0eOHMH999+Pjz76CBs3brTSyinXK1RcOeb06dPYsmULxGIxpFIp9uzZg+LiYnsvyykhJvolJSUoLS1FZWUlFi9ezGbSRkVFXVNou7q6cP78eWRnZyMiIoKTNZFuV5lMxvodE6G1h2UiSX7hypXIERkZGUFFRQViY2MxZ84c9uvkpkcul0OpVE7rvSgrK8PGjRuxfft23H///XZt+nrrrbdQWlqKxsZG+Pj4YPHixXjnnXcwb948u62JMnuouHLM4cOH8fXXX0MoFGL9+vVUXDmCZNISof3uu+9www03sJm0cXFxFhfIuro6yOVy5ObmIjQ01CprutLv2N/fn7VhtIXpPyl3c2VQ74iYC+u1Op/Je6FQKNDf3w9/f3/2nPbKcIEzZ85gw4YN+POf/4wHH3zQ7t3UK1aswD333IMFCxZAr9fj17/+NWpqalBfX++S4RHXC1RcrQiPx6PiagUYhkFXVxcb/v71118jPz+fLR0TL9iysjKbZbGaj5X09fVZPTlGoVCguroamZmZnGSVOiJEWGNiYjBnzpwpv4bm4QK9vb1wd3dHSUkJioqK4O3tjQ0bNuCdd97BY489ZndhHQ+FQoHIyEicOnWKTkE4Ma43PU9xeXg8HuLi4vDUU0/hySefhEwmw549e1BSUoLf/OY3cHNzw0MPPQS5XG6zpBZzv2O9Xs8KbWtrK7y9vVmh5aILmpwjZ2VlXeWz7SoQ28bo6OhpCStgaYlpMBjQ3NwMmUyGe+65B2NjY1i8eDFSUlKg0+kcsjltaGgIAKxWcaHYBrpztSJ052o79Ho9Hn30UZSXl+NnP/sZTp8+jRMnTiAtLc0ik9bWOxWDwcDuohQKBTw9PREZGQmBQDAj4e/p6UFdXR2ys7MRGRlppVXbl9HRUVRUVHBq21hVVYVVq1bh7rvvhqenJ/bt24fh4WGsXbsWf/3rXxEYGMjBymcPwzAoKirCwMAAzpw5Y5Of+emnn+KXv/wluru7LZrC1q9fDz8/P3z66ac2WYerQcXVilBxtQ0Mw+Duu+9GQ0MDjh49ipiYGItM2pKSEhw9ehQJCQlsVJ49/ISNRqOF3zGPx2OF9kqjhPHo7u5GY2MjcnJyEB4ebqNV2xa1Ws12BXMlrLW1tVi5ciWeffZZvPTSS+DxeDAajaioqMCXX37JVjscgZ///Oc4ePAgvvrqK5s1qKnVakRHR+PDDz/Ej3/8YwCm8/zY2Fh8+eWXuOOOO2yyDleDiqsVoeJqO3bu3ImlS5ciLCxs3L9XKpU4ePAgSkpK8OWXXyIyMhJFRUUoLi62Syat0WjEwMAA2xBFjBKIDeOV6yGdz7m5uRM+R2eHCGtERATmzZvHibA2NDRg5cqVePzxx/Haa6855Bkr4cknn8TevXtx+vRpzgwypsoTTzyB1tZWHDp0CADw5z//Ge+99x4uXLjg0K+ZI0PF1YpQcXVMRkZGcPjwYZSUlODQoUMIDg5GYWEhioqKbJZJa465UYJcLoder2c7XcPCwtDd3Y3m5mbk5eW57DkcyZwNCwvjLBqvqakJK1euxE9/+lO8+eabDisSDMPgySefxJ49e1BeXo65c+fafA2VlZVYsGAB2traEBsbi7y8PKxfvx6vvPKKzdfiKlBx5Zjh4WFcuHABAJCfn48//vGPuOOOOxAaGspJJBaFW9RqNY4ePYrS0lJ88cUX8Pb2ZsPfFy9ebPPEHIZh2CxUmUyGsbExAEBycjISExNdMsFnbGwMFRUVCA0N5exc/NKlS1ixYgXuvvtuvPvuuw5T9h2PJ554Ap999hn27dtnMdsaFBRk09lpkUiEDRs2YPny5ViwYAFaW1td1pTEFlBx5Zjy8vJxzyg2bdqEjz/+2PYLokwZjUaDEydOoLS0lM2kXbNmDZtJa2t/4ZaWFrS0tEAgEGBoaAhqtdrChtEZ/I4nwxrC2tbWhhUrVmDt2rV47733HFpYAUz4nP/xj3/gpz/9qc3WsX37dvzpT3/CsmXL0NzcjCNHjtjsZ7siVFwplHHQ6XQ4ffo0du3ahX379kGr1Vpk0lrb9vDSpUtob2+HUChkO1lJ6LhMJsPw8DBr/UcM7Z0NjUaDiooKBAcHIzMzkxNh7erqwrJly7Bs2TJs377d4YXVkVAqlYiOjoZer8enn35KLSFnCRVXCmUSDAYDvvrqKzb8XaVSWWTSclm6YxgGFy9eRGdnJ0QiEQICAsb9PrVaDZlMxlr/BQcHs0Jr6zD6mUCENSgoCPPnz+dEWHt6erB8+XLcfPPN2LFjh1NGBtqb//mf/8HBgwevGsuhTB8qrhTKNDAajTh79iwrtAqFAsuXL0dRUdGsM2mJl3J3dzdEItGUH4v4HcvlcgwODiIwMJAd8bGH3/FkaDQaiMViBAYGciascrkcK1euhFAoxKeffkqFdYYsXboUGRkZeO+99+y9FKeHiiuFMkOMRiPEYjGb4NPZ2YmlS5eiqKgIK1euRFBQ0JQfi2EYNDU1QSaTQSQSzdhTVqvVskJLPHaJ0DqCT61Wq0VFRQUCAgKQlZXFibD29vZi9erVyMjIwGeffeaSTV/Wpr+/H0ePHsV9992H+vp6GhrAAVRcr0NoCgf3GI1GVFdXs8ECFy9exJ133omioiKsXr36mpm0DMOgsbERvb29EIlE8PX15WRNOp3Owu/Yx8eHFVpr+B1PhlarhVgshp+fH7Kysjg5Dx0YGMCaNWuQmJiI//znP0559uwIJCUlYWBgAK+88gqee+45ey/HJaDieh1CUzisi3kmbWlpKerr63HbbbehuLgYa9asscikNRgMEIvF0Gq1EIlEVivj6vV6CzN7Pp/PJvhw4Xc8GURYfX19OXPHGhoawtq1ayEQCFBaWkrPCCkOBRVXCk3hsCLkHJUIbVVVFW666SYUFxdj1apV2Lx5M4aHh1FaWmqzRiSDwWBhw+ju7m5hw8i10Op0OojFYvj4+HAmrCqVCsXFxQgICMD+/fudoomLcn1BxZWCCxcuYO7cuaipqUFWVpa9l+OyMAyD1tZWtnR89uxZ8Pl8/PKXv8SDDz6I2NhYm5dqjUYj+vv7IZPJWL9jYsMYEhIyayEkwurt7Y2cnBxOhHVkZATr16+Hu7s7Dhw4QKstFIeEiut1jj1SOK53tFot7r33XtTV1eH+++/H0aNH8c0330AoFLLh70lJSXYRWmLDKJPJWL9jYsM4XWHU6XSQSCTg8/nIzc3lRFjVajU2bNgAvV6PQ4cOTTiqRKHYGyqu1zn2SOG4ntHr9fjRj36Ezs5OHDt2DGFhYWAYBj09Pdi7dy9KSkpw6tQpZGdns0I7d+5cmwstSRUis7Q6nY4V2vDw8ElHXawhrGNjY7jnnnugVCpx5MiRaXVjUyi2horrdYw9UziuVxiGwbZt23DvvfciJCRk3L/v6+vDvn37sHv3bpw8eRJpaWlsgo89MmkZhoFKpWKFdmxsDOHh4YiMjERERMRVoy96vR4SiQQeHh7Izc3lZOZUo9Hg/vvvh0wmw7Fjx8Z97SgUR4KK63WII6RwUCaHpOWQTNpjx44hMTGRzaTlapxlumsaGRlhhXZkZARhYWGs0Lq5uXEurDqdDv/zP/+DtrY2nDhxwmUj9yiuBRXX6xBHSeGgTA+lUokDBw6wmbRRUVHsjlYoFNrFR5f4HcvlcqhUKri7u4PP5yM/P5+TeV29Xo+HH34YDQ0NOHnyJCIjIzlYNYVifai4Xoc4SgoHZeYMDw/j8OHDKC0txcGDBxESEsJG5S1cuNDm9n8GgwEVFRXQ6/Xw9PSEUqlEUFAQm+Azk5s2g8GAxx57DBKJBGVlZYiKirLCyikU60DFlUJxckgmbUlJCQ4cOAAfHx+sXbvWZpm0BoMBlZWVAEwZxu7u7tBoNOyOdmBgAAEBAews7VR2tAaDAU899RS++uorlJeXIzY21qrPYSqcPn0aW7ZsgVgshlQqxZ49e1BcXGzvZVEcFCquFIoLQTJpS0pKsG/fPri7u7OZtLfccgvnGbAGgwFVVVUwGo0QCoXj7pi1Wq2FDaOfn5+F3/GVlRSj0YjNmzfj+PHjKCsrQ2JiIqdrnimHDx/G119/DaFQiPXr11NxpVwTKq4Uioui0+lw6tQpNsFHp9NhzZo1KCoq4iST1lxY8/Pzp7RD1ul0FjaM3t7eEAgE0Gq1SE9PBwC8+OKL2L9/P8rLy5GSkjKrNVoLHo9HxZVyTai4UijXAQaDAWfOnGGFdnh4GKtWrUJxcTHuuuuuaZ+JGgwGnDt3Dnq9HkKhcEalZ4PBgN7eXkilUhQVFcHDwwPh4eHo6enBmTNnWLF1RKi4UibD9u2FFMoU2b59O3JychAYGIjAwEAsWrQIhw8ftveynBJ3d3fcfvvteP/999HW1oaDBw8iKioKL7zwApKSkrBp0yaUlpZiZGRk0sciCUCzEVayJoFAgLy8PNTV1aGgoADNzc3QarVYsmQJnnzySZSXl8NgMMzo8SkUe0LFleKwxMXF4e2330ZFRQUqKirYCLe6ujp7L82pcXd3x0033YQ//vGPuHjxIk6cOIGUlBS8/vrrSEpKwr333ovPP/8cSqXyqn9rNBpx7tw5aLXaKZeCJ4NhGLz//vs4e/YsfvjhB/T29uKjjz6CVqvFxo0bcfz48Vn/DArF1tCyMMWpCA0NxZYtW/Dwww/beykuB9mRkgSfS5cu4a677mIzab29vXH33Xdj+fLl+NnPfsZJcxTDMNi6dSv+8Ic/4Pjx4xAKhRZ/T3atth4tmgxaFqZMBt25UpwCg8GAnTt3YmRkBIsWLbL3clwSNzc35OXl4Y033kBdXR3EYjEWLlyIbdu2ISkpCfPmzUNtbS2WLl3K2Y71r3/9K9599118+eWXVwkrYBJVRxNWCmUq0J0rxaGpqanBokWLMDY2Bn9/f3z22WdYtWqVvZd1XaHValFYWIjq6mpERkairq4ON998M4qKilBYWAiBQDBtv2OGYfDhhx/it7/9LQ4fPozFixdbafXcMTw8jAsXLgAwzfP+8Y9/xB133IHQ0FAkJCTYeXUUR4OKK8Wh0Wq1aG9vx+DgIEpKSrBjxw6cOnUKmZmZ9l7adYFer8d9992HxsZGnDx5EqGhoRaZtN9//z0WLVqEwsJCFBUVTSmTlmEYfPLJJ3jxxRdx4MAB3HrrrTZ6NrOjvLwcd9xxx1Vf37RpEz7++GPbL4ji0FBxpTgVS5YsQWpqKv72t7/ZeynXBRcvXsQjjzyC//znP4iIiLD4O4Zh0NnZidLSUpSWluKbb76BSCRio/ISExOvElqGYfC///u/ePbZZ7F///5xxYpCcQWouFKcirvuugvx8fF0p2BDGIaZ0m60p6cHe/bsQUlJCU6fPo2cnBxWaOfMmQMA2LVrF37xi19g9+7dWLFihS2WT6HYBSquFIfl5ZdfxsqVKxEfHw+VSoWdO3fi7bffxpdffomlS5fae3mUCWAYBr29vWz4e1lZGebNm4d58+bh4MGD+M9//oM1a9bYe5kUilWh4kpxWB5++GGcOHECUqkUQUFByMnJwQsvvECF1YlgGAYDAwPYv38/XnnlFTz88MN47bXX7L0sCsXqUHGlUCgUCoVj6JwrhUKhUCgcQ8WVQqFQKBSOoeJKoVAoFArHUHGljItCoUBUVBTefPNN9mvfffcd+Hw+jh49aseVOQdvvfUWeDwennnmGXsvhUKh2IHZG4RSXJKIiAh89NFHKC4uxrJly5Ceno77778fTzzxBJYtW2bv5Tk0P/zwAz744APk5OTYeykUCsVO0J0rZUJWrVqFRx99FPfddx8ee+wxeHt74+2337b3shya4eFh3Hffffjwww8REhJi7+VQKBQ7QcWVck3effdd6PV6/Oc//8H//u//wtvb295Lcmh+/vOfY/Xq1ViyZIm9l0KhUOwILQtTrsmlS5fQ3d0No9GItrY2Wuq8Bjt37oREIsEPP/xg76VQKBQ7Q8WVMiFarRb33XcfNm7ciPT0dDz88MOoqamBQCCw99Icjo6ODjz99NM4evQo3d1TKBTq0ESZmF/96lfYvXs3zp07B39/f9xxxx0ICAjAgQMH7L00h2Pv3r1Yt26dRbC3wWAAj8eDm5sbNBoNDf22Edu2bcOWLVsglUoxf/58bN26Fbfccou9l0W5zqDiShmX8vJyLF26FGVlZbj55psBAO3t7cjJycFbb72Fxx9/3M4rdCxUKhXa2tosvvbggw8iPT0dL7zwArKysuy0suuLzz//HA888AC2bduGm266CX/729+wY8cO1NfX00Bzik2h4kqhWInbb78deXl52Lp1q72Xct1www03QCgUYvv27ezXMjIyUFxcjLfeesuOK6Ncb9BuYQqF4hJotVqIxeKr5rCXLVuGb775xk6rolyv0IYmCsVKlJeX23sJ1xW9vb0wGAxXNdwJBAL09PTYaVWU6xW6c6VQKC4Fj8ez+H+GYa76GoVibai4UigUlyA8PBzu7u5X7VLlcjkdH6PYHCquFArFJeDz+RCJRDh27JjF148dO4bFixfbaVWU6xV65kqhUFyGzZs344EHHkBBQQEWLVqEDz74AO3t7XjsscfsvTTKdQbduVIo1yGvvfYaeDyexX9RUVH2Xtas2bhxI7Zu3YrXX38deXl5OH36NA4dOoTExER7L41ynUHnXCmU65DXXnsNu3fvxvHjx9mvubu7IyIiwo6rolBcB1oWplCuUzw8PFxit0qhOCK0LEyhXKc0NzcjJiYGycnJuOeee3Dp0iV7L4lCcRloWZhCuQ45fPgwRkdHkZaWBplMhjfeeAONjY2oq6tDWFiYvZdHoTg9VFwpFApGRkaQmpqK559/Hps3b7b3cigUp4eWhSkUCvz8/JCdnY3m5mZ7L4VCcQmouFIoFGg0GjQ0NCA6OtreS6FQXAIqrhTKdchzzz2HU6dOoaWlBd999x02bNgApVKJTZs22XtpFIpLQEdxKJTrkM7OTvzkJz9Bb28vIiIicOONN+Ls2bPUbIFC4Qja0EShUCgUCsfQsjCFQqFQKBxDxZVCoVAoFI6h4kqhUCgUCsdQcaVQKBQKhWOouFIoFAqFwjFUXCkUCoVC4RgqrhQKhUKhcAwVVwqFQqFQOIaKK4VCoVAoHEPFlUKhUCgUjqHiSqFQKBQKx/w/sNrUHdQ7GyoAAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].deposit_stage.v_func.vFuncNvrs, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:38.674701Z", - "iopub.status.busy": "2024-02-29T22:51:38.674197Z", - "iopub.status.idle": "2024-02-29T22:51:38.999265Z", - "shell.execute_reply": "2024-02-29T22:51:38.998263Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].deposit_stage.dvdn_func.cFunc, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": { - "collapsed": false, - "execution": { - "iopub.execute_input": "2024-02-29T22:51:39.344349Z", - "iopub.status.busy": "2024-02-29T22:51:39.342844Z", - "iopub.status.idle": "2024-02-29T22:51:41.141358Z", - "shell.execute_reply": "2024-02-29T22:51:41.140359Z" - }, - "jupyter": { - "outputs_hidden": false - }, - "lines_to_next_cell": 2, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CPU times: total: 0 ns\n", - "Wall time: 0 ns\n" - ] - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "%time\n", - "plot_3d_func(agent.solution[T].deposit_stage.gaussian_interp, [0, 5], [0, 5])" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": { - "lines_to_next_cell": 2 - }, - "source": [ - "## Grids\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:41.144374Z", - "iopub.status.busy": "2024-02-29T22:51:41.144374Z", - "iopub.status.idle": "2024-02-29T22:51:41.155908Z", - "shell.execute_reply": "2024-02-29T22:51:41.155402Z" - } - }, - "outputs": [], - "source": [ - "grids = agent.solution[T].consumption_stage.grids_before_cleanup" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:41.158916Z", - "iopub.status.busy": "2024-02-29T22:51:41.158916Z", - "iopub.status.idle": "2024-02-29T22:51:42.671050Z", - "shell.execute_reply": "2024-02-29T22:51:42.671050Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_scatter_hist(\n", - " grids[\"mMat\"],\n", - " grids[\"nMat\"],\n", - " grids[\"dMat\"],\n", - " \"Pension Deposit on Endogenous Grid\",\n", - " \"Market Resources $m$\",\n", - " \"Retirement balance $n$\",\n", - " \"PensionFullEndogenousGrid\",\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:44.029225Z", - "iopub.status.busy": "2024-02-29T22:51:44.029225Z", - "iopub.status.idle": "2024-02-29T22:51:44.042240Z", - "shell.execute_reply": "2024-02-29T22:51:44.041239Z" - } - }, - "outputs": [], - "source": [ - "grids = agent.solution[T].consumption_stage.grids_before_cleanup" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:44.045258Z", - "iopub.status.busy": "2024-02-29T22:51:44.044249Z", - "iopub.status.idle": "2024-02-29T22:51:45.519368Z", - "shell.execute_reply": "2024-02-29T22:51:45.519368Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_scatter_hist(\n", - " agent.solution[T].deposit_stage.gaussian_interp.grids[0],\n", - " agent.solution[T].deposit_stage.gaussian_interp.grids[1],\n", - " agent.solution[T].deposit_stage.gaussian_interp.values,\n", - " \"Pension Deposit on Endogenous Grid\",\n", - " \"Market Resources $m$\",\n", - " \"Retirement balance $n$\",\n", - " \"2ndStagePensionFullEndogenousGrid\",\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "jupytext": { - "formats": "ipynb,py:percent" - }, - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.13" - }, - "vscode": { - "interpreter": { - "hash": "79951e4b60143e56f74775fb161f6f6a8dbe0cc643d2aff46d80703e071913a3" - } - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/code/examples/example_ConsPensionModel_baseline.ipynb b/code/examples/example_ConsPensionModel_baseline.ipynb deleted file mode 100644 index dd4c3dd4..00000000 --- a/code/examples/example_ConsPensionModel_baseline.ipynb +++ /dev/null @@ -1,952 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:47.746566Z", - "iopub.status.busy": "2024-02-29T22:51:47.746566Z", - "iopub.status.idle": "2024-02-29T22:51:47.757585Z", - "shell.execute_reply": "2024-02-29T22:51:47.757585Z" - } - }, - "outputs": [], - "source": [ - "import sys\n", - "\n", - "sys.path.append(\"../\")" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "collapsed": false, - "execution": { - "iopub.execute_input": "2024-02-29T22:51:47.760586Z", - "iopub.status.busy": "2024-02-29T22:51:47.760586Z", - "iopub.status.idle": "2024-02-29T22:51:49.937347Z", - "shell.execute_reply": "2024-02-29T22:51:49.937347Z" - }, - "jupyter": { - "outputs_hidden": false - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\numba\\core\\decorators.py:262: NumbaDeprecationWarning: \u001b[1mnumba.generated_jit is deprecated. Please see the documentation at: https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-generated-jit for more information and advice on a suitable replacement.\u001b[0m\n", - " warnings.warn(msg, NumbaDeprecationWarning)\n" - ] - } - ], - "source": [ - "import matplotlib.pyplot as plt\n", - "from egmn.ConsPensionModel import PensionConsumerType, init_pension_contrib\n", - "from egmn.utilities import plot_3d_func, plot_scatter_hist\n", - "from HARK.interpolation._sklearn import GeneralizedRegressionUnstructuredInterp\n", - "\n", - "figures_path = \"../../content/figures/\"" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:49.941350Z", - "iopub.status.busy": "2024-02-29T22:51:49.940349Z", - "iopub.status.idle": "2024-02-29T22:51:49.952906Z", - "shell.execute_reply": "2024-02-29T22:51:49.952906Z" - } - }, - "outputs": [], - "source": [ - "baseline_params = init_pension_contrib.copy()\n", - "baseline_params[\"mCount\"] = 50\n", - "baseline_params[\"mMax\"] = 10\n", - "baseline_params[\"mNestFac\"] = -1\n", - "\n", - "baseline_params[\"nCount\"] = 50\n", - "\n", - "baseline_params[\"nMax\"] = 12\n", - "baseline_params[\"nNestFac\"] = -1\n", - "\n", - "baseline_params[\"lCount\"] = 50\n", - "baseline_params[\"lMax\"] = 9\n", - "baseline_params[\"lNestFac\"] = -1\n", - "\n", - "baseline_params[\"blCount\"] = 50\n", - "baseline_params[\"blMax\"] = 13\n", - "baseline_params[\"blNestFac\"] = -1\n", - "\n", - "baseline_params[\"aCount\"] = 50\n", - "baseline_params[\"aMax\"] = 8\n", - "baseline_params[\"aNestFac\"] = -1\n", - "\n", - "baseline_params[\"bCount\"] = 50\n", - "baseline_params[\"bMax\"] = 14\n", - "baseline_params[\"bNestFac\"] = -1\n", - "\n", - "baseline_params[\"cycles\"] = 1" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "collapsed": false, - "execution": { - "iopub.execute_input": "2024-02-29T22:51:49.956931Z", - "iopub.status.busy": "2024-02-29T22:51:49.956272Z", - "iopub.status.idle": "2024-02-29T22:51:49.984544Z", - "shell.execute_reply": "2024-02-29T22:51:49.984544Z" - }, - "jupyter": { - "outputs_hidden": false - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [], - "source": [ - "agent = PensionConsumerType(**baseline_params)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "collapsed": false, - "execution": { - "iopub.execute_input": "2024-02-29T22:51:49.988003Z", - "iopub.status.busy": "2024-02-29T22:51:49.988003Z", - "iopub.status.idle": "2024-02-29T22:51:53.561534Z", - "shell.execute_reply": "2024-02-29T22:51:53.560534Z" - }, - "jupyter": { - "outputs_hidden": false - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\interpolation\\splines\\eval_splines.py:232: NumbaPendingDeprecationWarning: \u001b[1m\u001b[1m\u001b[1m\u001b[1mCode using Numba extension API maybe depending on 'old_style' error-capturing, which is deprecated and will be replaced by 'new_style' in a future release. See details at https://numba.readthedocs.io/en/latest/reference/deprecation.html#deprecation-of-old-style-numba-captured-errors\n", - "Exception origin:\n", - " File \"C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\interpolation\\splines\\eval_splines.py\", line 116, in __eval_spline\n", - " kk = (order).literal_value\n", - "\u001b[0m\u001b[0m\u001b[0m\u001b[0m\n", - " return _eval_linear(*args)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\interpolation\\splines\\eval_splines.py:232: NumbaPendingDeprecationWarning: \u001b[1m\u001b[1m\u001b[1m\u001b[1mCode using Numba extension API maybe depending on 'old_style' error-capturing, which is deprecated and will be replaced by 'new_style' in a future release. See details at https://numba.readthedocs.io/en/latest/reference/deprecation.html#deprecation-of-old-style-numba-captured-errors\n", - "Exception origin:\n", - " File \"C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\interpolation\\splines\\eval_splines.py\", line 116, in __eval_spline\n", - " kk = (order).literal_value\n", - "\u001b[0m\u001b[0m\u001b[0m\u001b[0m\n", - " return _eval_linear(*args)\n" - ] - } - ], - "source": [ - "agent.solve()\n", - "\n", - "T = 0" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Post Decision Stage\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:53.564533Z", - "iopub.status.busy": "2024-02-29T22:51:53.563535Z", - "iopub.status.idle": "2024-02-29T22:51:54.695406Z", - "shell.execute_reply": "2024-02-29T22:51:54.694478Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\interpolation\\splines\\eval_splines.py:232: NumbaPendingDeprecationWarning: \u001b[1m\u001b[1m\u001b[1m\u001b[1mCode using Numba extension API maybe depending on 'old_style' error-capturing, which is deprecated and will be replaced by 'new_style' in a future release. See details at https://numba.readthedocs.io/en/latest/reference/deprecation.html#deprecation-of-old-style-numba-captured-errors\n", - "Exception origin:\n", - " File \"C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\interpolation\\splines\\eval_splines.py\", line 116, in __eval_spline\n", - " kk = (order).literal_value\n", - "\u001b[0m\u001b[0m\u001b[0m\u001b[0m\n", - " return _eval_linear(*args)\n" - ] - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].post_decision_stage.v_func.vFuncNvrs, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:54.697915Z", - "iopub.status.busy": "2024-02-29T22:51:54.697915Z", - "iopub.status.idle": "2024-02-29T22:51:55.006265Z", - "shell.execute_reply": "2024-02-29T22:51:55.006090Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].post_decision_stage.dvda_func.cFunc, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:55.009268Z", - "iopub.status.busy": "2024-02-29T22:51:55.009268Z", - "iopub.status.idle": "2024-02-29T22:51:55.333085Z", - "shell.execute_reply": "2024-02-29T22:51:55.332086Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].post_decision_stage.dvdb_func.cFunc, [0, 5], [0, 5])" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Consumption Stage\n" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "collapsed": false, - "execution": { - "iopub.execute_input": "2024-02-29T22:51:55.336122Z", - "iopub.status.busy": "2024-02-29T22:51:55.336122Z", - "iopub.status.idle": "2024-02-29T22:51:55.642360Z", - "shell.execute_reply": "2024-02-29T22:51:55.642360Z" - }, - "jupyter": { - "outputs_hidden": false - }, - "pycharm": { - "name": "#%%\n" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].consumption_stage.c_func, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:55.646137Z", - "iopub.status.busy": "2024-02-29T22:51:55.645370Z", - "iopub.status.idle": "2024-02-29T22:51:56.090553Z", - "shell.execute_reply": "2024-02-29T22:51:56.090553Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].consumption_stage.v_func.vFuncNvrs, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:56.093554Z", - "iopub.status.busy": "2024-02-29T22:51:56.093554Z", - "iopub.status.idle": "2024-02-29T22:51:56.418986Z", - "shell.execute_reply": "2024-02-29T22:51:56.417986Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].consumption_stage.dvdl_func.cFunc, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:56.421986Z", - "iopub.status.busy": "2024-02-29T22:51:56.421986Z", - "iopub.status.idle": "2024-02-29T22:51:56.730958Z", - "shell.execute_reply": "2024-02-29T22:51:56.730958Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].consumption_stage.dvdb_func.cFunc, [0, 5], [0, 5])" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Deposit Stage\n" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:56.734464Z", - "iopub.status.busy": "2024-02-29T22:51:56.734464Z", - "iopub.status.idle": "2024-02-29T22:51:57.121307Z", - "shell.execute_reply": "2024-02-29T22:51:57.120307Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].deposit_stage.c_func, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:57.469937Z", - "iopub.status.busy": "2024-02-29T22:51:57.469937Z", - "iopub.status.idle": "2024-02-29T22:51:57.806300Z", - "shell.execute_reply": "2024-02-29T22:51:57.805363Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_3d_func(agent.solution[T].deposit_stage.v_func.vFuncNvrs, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:51:57.809299Z", - "iopub.status.busy": "2024-02-29T22:51:57.809299Z", - "iopub.status.idle": "2024-02-29T22:51:58.149370Z", - "shell.execute_reply": "2024-02-29T22:51:58.148295Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "%time\n", - "plot_3d_func(agent.solution[T].deposit_stage.gaussian_interp, [0, 5], [0, 5])" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": { - "lines_to_next_cell": 2 - }, - "source": [ - "## Grids\n" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:00.206397Z", - "iopub.status.busy": "2024-02-29T22:52:00.205963Z", - "iopub.status.idle": "2024-02-29T22:52:00.217996Z", - "shell.execute_reply": "2024-02-29T22:52:00.216994Z" - } - }, - "outputs": [], - "source": [ - "grids = agent.solution[T].consumption_stage.grids_before_cleanup" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:00.220996Z", - "iopub.status.busy": "2024-02-29T22:52:00.220996Z", - "iopub.status.idle": "2024-02-29T22:52:01.786494Z", - "shell.execute_reply": "2024-02-29T22:52:01.785412Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_scatter_hist(\n", - " grids[\"lMat\"],\n", - " grids[\"blMat\"],\n", - " grids[\"dMat\"],\n", - " \"Pension Deposit on Exogenous Grid\",\n", - " r\"Market Resources $\\ell$\",\n", - " \"Retirement balance $b$\",\n", - " \"PensionExogenousGrid\",\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:01.788924Z", - "iopub.status.busy": "2024-02-29T22:52:01.788924Z", - "iopub.status.idle": "2024-02-29T22:52:02.980746Z", - "shell.execute_reply": "2024-02-29T22:52:02.980746Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_scatter_hist(\n", - " agent.solution[T].deposit_stage.gaussian_interp.grids[0],\n", - " agent.solution[T].deposit_stage.gaussian_interp.grids[1],\n", - " agent.solution[T].deposit_stage.gaussian_interp.values,\n", - " \"Pension Deposit on Endogenous Grid\",\n", - " \"Market Resources $m$\",\n", - " \"Retirement balance $n$\",\n", - " \"2ndStagePensionEndogenousGrid\",\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:04.635324Z", - "iopub.status.busy": "2024-02-29T22:52:04.634819Z", - "iopub.status.idle": "2024-02-29T22:52:04.909207Z", - "shell.execute_reply": "2024-02-29T22:52:04.908205Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(-1.0, 10.0)" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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/uwNDeTN+gTo2fXkFSVnXr0Dey9ikoaGBO++8k46ODkJDQ8nNzeXkyZPEx9+49aIfW6QtWLBgsLZqOARB4Omnn/bouvi0UagUKJUK+o39yGwOFCoFKo20JsztdtPR0InaR33N9N1/wsSFWSRkxWIxWQmLC5FEAUOig0jPTePC/gJEt0jO/AzC4q5caI2dJvpNFqJTIult76W7rReH3TlYO3VhfyEHXjmGRqcmb38BOr2WzV9fO/j+zuZuXvnx27TWtRM7Lpo7v7kOv0DpTbetvh1Tt5no1MjB4uibBa2vdsS1sNgQVmxdNOyaQqlg89dvY8nd89Do1B7HLGVSInd+cz0V56oIDA9g1m3TJOvTVkyk9HQFLdWtxI6L9liPGx9N/sEiagrr0ejURCUPieqIIgggyK7888qSSPXFWvwCdQRHBVJb1EBzVcugSLNb7ez+2/7BCMqpneeZuDBzMNrmdDh5+YdvU362ClGEouNlPPHr+9HpfQa3f+C14xx87TgCsGjLHObfPlOye53N3VzYV4hcIWPq8gkexwfA2m9DJpd51F9+HtDpfVi8Zc6I65MXZxEQpqezqZvYtCgik8Ik6xm5acRnxNBQ0YzO34c5a6dL1l1ON26XG5VaiVwpx2ax43K5JK85vuMcJacqCY4MpPhkBSd3nGf5ffMlr6kurOfDfx7B6XAyf2Mu2bPHfcLf/NMjMiGUe/7fGkrPVOMboGP6suHLKPKPlVORV0dodCDtjV0c3HbaK9LGEJ9VJO3VV18dlc8cS9w0RTB+gb6sengJu/+2H7fbzcI75hB2VSef0+HkjV9sJ/9wMSq1ktWPL/coEv+kBIT6ExDq7/FzmUzG5m+sZcKCTERRZPz0FElEJz4jhphxUdSXNKJQyJmzfobkptfXbcbpdBESHYTdYqe7tVey/cNvnqDsTBUhkYEUHivl1I7zLLl73uD6+b35bHtuF5Y+C4lZcdz//c2SBgCL2cqFvQU47E5y5qUTOEz31s2KTCYbMRULkDV7PFmzxw+7FhwZyOO/vG/ExoF5G3NRqpW01rYRnxnrUYe48M45dDR2Yeoykz4jhZz5V6IGgiCQkB3Hmd15GLv6CAzzJ+KqKJooggjI5DLkctnAv6+6lvV2mGiqaiE0JgilWkmboZN2Qye6zAGR1tnczYF/HcXpcAEie186TPbcdIIiAgCw9Fl54buvU1tkQBCg9EwVj/z0rsGHD1EUOfj6CQ6/eQKFUsHqx5aSMy9D8vsZu/ooOl6GUq0gZ246Ko1qxON8MyIIAsk58SN2fQaE6nn4J1torGhBH+znkS4NCNMzY9Ukjr17FofdydRlOR6vsVsdAPj4aehsAZtV6k9l7bfxxq920lLbjlwho/O53UQlhxN86Xu+TEtdO6Wnq9D6aZi0MPMzFd2JGTEenaFDuZxluPx3IPD5S/V7+Xxww4m07tYeTN1mIpPCUKqkF5LpKyeRMz8DURQ9bphVebWc+/Ai+iBfTN197P77fiYtyvKoe7uWXcgnQaVWetzELuMX6MvWH26h9FQFGp2a7CHF0uOnpxAWG0JdcQM+eh8mL5EWQdv67QiCgI9eS2dz9+CF+zIHXzuGxdhPSEwwFeerKT5ZwbTlE4GB6OJrP32HvAOFiG6R83vzefTn90pqo4qOl3HkrZMo1UqW3jufuPHRku27nC5a69rR+fuMeoRyrKPWqkese1IoFcxdP2PE946bmsyTzz+MqauP0NgQj86/9V9eRWhMMH3dZrLnpUvqFNVaFUvumsuuv+3H0mdjypJsErOuNFX4BfkSGhNMTX49AJHJ4QRHBQ6uu51uXG43SpUcEXC7RFzOK1Ga1rp2mmvaiEoKx2Fz0FDWSE+7keDIgW00V7ey96XDuF1uHLY+3nv+Q1KnJA3+3VnMVv7xndeozq9DLpdRvqyaO//fWsnf1oX9BRx64wRKjYpVWxeRmH3FWgUGHqzqihuRK2TEpUffkGn8j0Kn9yFtyvA2FIIgsGrrQibOz8DtFolOCfc4BpMXZVF8soKWug4i4kOZtDBLsm7ts9HX009QuD8qjYqu1l5MXX0SkdbZ0sM/vvcmLbUdyBUyGitbWf/F5cPuk9PhRK6Qf+b1jzmz0yg8UUFdWTPhscEsWD/to9/k5brhFkXc18i4fdxtfZ4ZsyJtaFgf4OLBIt7+zQ6sZivJExO557u3e4ixfy+Vd/kp7MqXb7c52PmnPRQcLSUqOZz1T95yXSNKgWH+zFw9ddi1yKRwHnn2noHalogAkoY8mU9fOYmK89W01LUTlRLBpEXSC7VKq8Jhd2I1W5HJZBIx0NdtpvJCDYFh/mh0Ghormmmubh1Mm3U2d/PGL96jt92Iy+Wmq6WbJ59/ZPBJ29pv418/GkiraX01rH/yFg+RWXa2ivriBkJjg8mZnzHszXakxoGbHb9A32HTiDDQYbjigeHrIAFm3TaNtGnJOKwOwhNCJcdPpVZy11PrObbtNE6ni9xbpkg+53Kn4Ynt50CAmaunEhJ9xcssKCKAgFA9zTVtiKJIfEaMpLvQZnHgsDvRB/thM9uwWx047U649JLG8mbqSxuJTArH0mel9FQFfT3mwX1oM3Sw7bnd9Bv7cTpcvN5t5r/+eOW8cjldvP7z7eQdKEImF5h92zRufXSpRBy0N3RyevcFAKYtnyiJnF/G7R5oChnL9hbXQhCEYTs+LxM3Loonnr2HtoYOwmJCCAiTPiTpQ3wZNyWJCweLEEWR1IkJkrpGAENZM611HcSnR9HV0kvRiXLWPrFUcj65nC52/eMQFw4WExDmz4YvLPNM319HfP192Pqd9XQ2d+MbqEPnN3LJg5frj3jp/9Ha1ueZMSvS/v6tV3nwe3dJIjN7Xz5MX3cfwZFBlJwsp+RkxYjWD0NJnpjA5CXZFBwpxUevZfn9CyUpxwt78zn0xgl8/LRcPFCEb6CvxHQVBro0u1p6CI0Nvu6eWGGxIcPehACScuL54m+30mboJDIxTNKFBrDqoSW80fsefd1mpq2cROZVNSlaPw2BEQHUFRmQyeUEhOnxv6oDsrfdiLmnn4j4UKz9NnrajfQb+1FdSuuWnCyn4HAxwZGBdLX08OELByUirexMJf/8/hv0dfWh1qroN1oktVu9HUbe+tX7NJQ3kTY1mbVfWiUR2qIoUnWxFlNXH0k58Z+7SN1HcdlOZDjCYkNY9+VVw64JgsCtjy1lyqWUf1RyuEQA6YP92PLNdRx79wxyhYwFm2ZJ0pWx4yLJnJVG4dFS5Ao5c9bNkDRu6EP80Om1tNV34HK4iEmLRHPV34ypy4ylz0JITDBWs42+HjPWPuugSGusbCH/cDG+gTqcNgend+cxZ/2MwYYZa7+Nl555i5rCehCh7EwVT/zqfsm5U3Kqgu1/2IPd6mDBppnMXjvNIwLUXN2KuddCzLgbt1YzIEzvIc4uI5PJ2PTVVaTnpuB2ukifnoJaK007B0X44xugo7GyBYfDRdbMNI8HpuJTlRzedga1j5rqgnp2/O0gD/9ws8fniaJIV0svcqWcgE+5gUGhlBMeN7IPnxcvNwNjVqSVn6nk5PvnJB2VcoUcl0vE6XAiCAIy2b8fclcoFdzx/9axaEsHah+1R3ekubcfl8tNcFQglj4rxg6jZL2upIF//fAtult7iUwK596nNw2mfsYCgeEBI0b+knLi+a8/PYa1z4pfkK/kRqVUKbnjG2vZ88/DOGx2Zq+bIbnxRyaHEzMuipr8OgRBYMLCTIkIFAQBQRAQRXGgDn7ITbCmoJ6+rj4Ss+IwlDVSdqZSItIOvHqMvAOF6IP9OLn9HNEpkczdkDu4fnTbaXb8aQ+WPisxaZE89JO7Jd9dU1ULH75wCKvZyuy10z2ieC6Xi/qSRgRBuGlTZv8pMpnsmlGaxOw4jxTkZRRKBVu+uZ7aQgMKlYL4jGjJdx8WG8L6J1dx+M2TqH3UrLhfauQanRpBQmYclRdqkMmEgcaEqzpMVRolCqUCi8mC0+HCN0AnqZPqbumhrb6DiPgwEAasG7qauwdTwnarnW3P7aajqQulWsmuvx8kKSdeEv05tfMC2/+4B2u/jeSceO57+naPaRvFJ8ppb+giLj2apBGOxVhHpVExZUh0/WrixkWx4UsrOLu3AL9AHUvu8myGsJhtOB0uwkP12K0OTD1mj9eIosiOvx/k1Af5yOUyltw5izmrp3i8zsvNz1jxSbsZGLMiDREcNqfkRyu3LuLNX26n32hh0uJsMmZ9vC4lmUxGRELYsGvpuWmc2H6OuuIGfAN0TFkqbSo4tu0UzTVtRCaEUVNQx/m9+Sy950oXVXdbL3tfPISpq4/JS3KYuHDki+JngUqtHLEYODolkvu/7/lUDKDVabj/+5spOFKCQqlg4qIsidDJmJlGzvwMys5UERThz/Ih6bng6IHC9YbyJlxONxFDOtxMXX3IZDKCIgIwdpgwGy2S9VPvn0N0uYkbF0V9WRPlZ6sGTY5dThevPfsuNfn1KBQymqpaCIsLGbSacLvdvPWrHZz9IA9BEJi+ahLrn7xFIibKzlRyZnceWl8NC+6Y7SG87TYHzdWt+AXqCIoYO6J8LKBUKUidnDji+oT5mUyYP7zlgsZHzX1P307JqQoUSjmZs8dLvpfw+FCW3D2XQ6+fQK6QsfKhxRIz2YBw/4EpFMUNwEDzTeBVdVZ2qwNrvw3fAB1aXw1dLT1Y+q5YXFzubrVbHYRGB1F+rpryc9VMvKq549SuC7zzuw+w9tvwD/blnm9vJGVigmQbeQeKKD9fTXBUIHPXzfCIUt0oTFyQwcQFw9fMAqRNTiA2LRJDRTM+vhpm3uJpi9NY1cqJHXkolHJsFgf7XzvBxHnpXg8zL14+AWNWpEUkhXsYxo6blsJ//ekx+k0WgiICRjUqcrnuy1DaSFBkoMTZHkAml4P7SnH10M9++9fvc/FgEQqFnKqLdQRGBBCffqVDydTdx/k9+bjdIpMWZw3bBTpW8Q/RM2fd8AXwKo2Ke75zOx2NXfjotR71VZOXZNPf20/F+Woik8NZeMecIes5lJ+rpq64gdC4EDJnpUk/O9SP+tJGOpu7UaoU6PRXIh3WfhvdLT0Ehvvj6+9DS207PW29gyKtrb6DC/sK8PHTIrpFzu3JZ97GmYPdnG2GDl75yTa6W3oQ3SKt9e089ov7Br/bfpOFF7/3OlUX6/DRa1n/5C2S5g9RFDn74UWq8moJjw9l9rrpHkLYYrYO7GNEgHds1BB8A3SDDSxDEQSBBZtmMeOWychkMg/xo9VpuPtbGzi54zwAM1ZN8pgYMGVxNsfeO4u5t5+M3FRihzjca3RqHDYH/SYrcoXco3Gj9FQlTruThIwYaosbqLpYJxFpZWeqeONXOwbFn81s45arZg0DVFyo5cjbp5Ar5Cy8YxZx4zxd9m8EAkL0PPSDTdSVNOIbqBt2WsBAp6WIIJchkwm4RwiAWM02tv/9INUFBhIzY7j1gQX4+Hn/Nm4mPisLjpuRMSvSHvrpXUQleKZifPy0kpTE1ZSdreKDv+/H5XSz+K65I3ZTjsS1nPHnbcylobyJzuZuxk9PZeryK5E2URRpqmxBH+RLUGQgdcUNdDZ2DYo0p8PJSz94k9JTA/PDCo+W8Miz90jmQHa39lB8ohyNTk3O/AyPztWxjFwhH9YoFUAulzN/0yzmb5o17HrmrHE8+vN76WjoJDo10uP43/rYMuxWB10tPczdkEv6zCsizsdPy7hpKZz9II+etl7iMmIk5qRKtRKFSj5wExVF1Do1SvWVU76jsYveDiNx46MxdvbRWtuGzWIfvNkXHS+j9FQlobHBdDR2sf9fRyTnVOHRUt78xXZs/TYEmYDdapek51vr2nnpB2/R1tBJWEwwd397g+Q4OR1OTmw/R0dDJwlZcUxcmOmRLu43WTD39hMUEXDDFr9/Eq4lbMPjQ7ntieG7EC/X3KXnpuKwO0mZmCAR0IIgcOvDS3jrNzsxG/uZuXoK46enSLYRGheC82AxzdVtKJRyAsOlD1Ytte30mywkZsbSVNVKXUmjZL23w8RrP99OZ3M3olukzdDJl34rrZszdZvZ/Y+DtBk6yZo9jrnrpo3ZlLxfoI6sIQ9RVxOdHMa0pdmc21uEXCln/ghzN4/vzOPEzjx8/DSc2JlHULg/SzbPHGaLXm5U3CIjivT/ZFufZ8asSNMHfbyi036ThTd/sZ32hk5kMoG3f7OD2HFRo9ahGZUcwZd+9yDGzj4Cw/0lTQeCIJAxaxxH3z6FsctMWFwIsVfZVHQ1d1Nf0khoTDAyuYyG8mbaDZ3EpA08jRq7TPz1f/+FobQJuUJGdUEdt39VOgevtshAdX4dQREBI3ZI3qjEpEaOOBkiMjGcL/xm67Ddn4IgsPGrt5IyMQG71UHWnPGS4vXgyEBWPLCIvS8eQpAJLLtvoSSCGZUcTlhsKHUlDQgyGZMXZ0tuoHKFHEEm4LQ7cbvdHiKppaYNq9lKYlYcDeVNGEqlN+nTuy5QV9xARGIotUUGTu+6wOrHlg2uH3rjBDv+tA+nw4nPzgsoVQqy5lzxZKu6WMtrP3uPvh4zyRPj2fLN9Wh9r4gWa7+NUzvOD0SKZqZ5RH8vv8Zhc+AboPvMbROuN3K5bER7C4CUSQn81x8fxm6xo/P38Tg+CzfNxGFz0FTZQtqUJKYMiexHp0bgG6CjuqAehVLuMZGit8OIqdtMeHwITruL3o6BJpyrz7Fdfz/A8ffOodaqqC9pJCjcn+w5Ul++0rNVnNtbgM7fhwUbckdsEviskclk3PbIYmaunIhcISckavjyAFOPGbfLTUhUIH29Fno7TSNu0+VyY+zsw8dPc8Omkr14+SSMWZH2cek3WTAbB/yAFCrF4AVyNG001Fo1oTHDd4Ctfnw5UckRmHv7Sc9NlUSE/IL9CAzzp6GiCUGQER4fIumgrC9ppLGimdhxUfR2GCk6WsZtT9gHu+nqig38/Vuv0NPWi1Kt5Na2pSzYPHvw/S6ni1M7z9NS00bsuCimLJtwU4k4GHlslFqrZsYtIxcnz147nclLBwabD+3eCwj15/7vbyb/cDEaHzXTVk6S3KizZo9jwsIsys9UEhYX6jG5IDo1Ah+9D9UFdSiUChKyPAvLRcRLc109962m0IBMJpCUHUdNoYHGyhaJSNvz4mFa6zsIiQqk8Egp+bNLmLHqSi3Q9j98yLFtp3G5RM7szuORZ++R2CsUnyhn23O7sPbbmLo0h9WPL5McR2u/jfN7C3BYHWTOGTdsp6jb7UYUkYybupm4Vq2mj5+WtSNE6gBSJyVy5zduo+piLUERgZLvBhh4WEuLpOpiHQiQOTPNQ2C11XWg1qqITAqjtqjBw6i6pa6dV5/dTk+7EVEUaTd08dAPN0vOU1EUKTtbTZuhk5i0CJKGOQ+vFzKZjIgRouqXSZ+axIVDJdSVNhEQ7EvmjJRhX2cxW3n117upKW5EH6Rj05eWEzfMvE8vYw+vBcfocdOItKCIAMZNS+Hi/gJEYPyMVIlDOwykGU/vuoCPXsuSu+cREj2y0/zHRaVWjuhzptVpuOOb6zj0+nHcLjfzNuZKarcCwvzx8fehpaYVu81JyqQElFfdOKrz6+lp6yXhUlql6HiZRKSd2H6Wbb/didPuRK1VIchkkmkKnc3d7PjTHjoau5i8OJv5mzyHNJu6+3DanQSE+d90EZdrpcyuNYR7oN5uI92tvfjotR7bSc9N485vrqOmsJ6QqCBm3DJZsj7jlslUnK+hzdBBYlacx3p8ejRFx8qoKTSg0ak9xga5XW4EAeSKSxMF3O7BNVEUKTtdhc7fh5DoIGqLGmisaB4UaS6Xm/ee/5DOpi58A3QcfecM6blpg5ElURR54xfbObcnH7fbzZkP8nj05/dIzsvS05W89/yH2C12Ft4xm9lrpYahToeTstNVOBxOxk1NlkT5Pi9kzkwjc+bwKUCNj5p7vrWe/COlyOUCExZkekRjs+eOp768+SoPRKnAam/oorfDRPz4aHrajTRVt0pGxgGcP1DEW7/ZheVS9/bd31xL2jANHdZ+GzaLHf2QDu/rTdqkBB56eiNNNW1EJoQQO0IU/eLRcgpPVhIYpqeppp39b57m/v+9bdjXevFys3LTiDSZTMad/28t2XPTcbvcZMxMk1zImqtbef3Z9zB29eF2uuhq6eHxX95/3S5WceOjuec7tw+7FpMayfovr+L4u2fQBehYuXWRZL+CIgJQaVU0VbVgszo8xKehrAm3001iVhw1BfU0V7UAV0Ta9uc/5Pyei2h9Nez8y17C4kPJyL1yYzm96wI7/7wXp8PJ9JWTuPUxacSl32Sh9FQFMrmMjFnjPldzGmUy2YhWK4IgkDMvY8Tax7DYEJ749f30tPUSEObvEclbsHk2Ko2KdkMnidlxHvYhC++YfaluzsS46cmSdUEQiMuI5uwHF+nr7Ucf5CuZByu63ThsDpRqJRqdmr6efpyOK93S/SYLFeeq8Q/xwzdAR1NVK02VLYybNhDVsFvtvP3bnbQbOlGpFez86z6ScuIGBa0oimx7bhendpzH7XIzbnoKD3x/s8RLramqhX0vH8VmsTH7tumk53oOK+9s7sZusXuY8d4s+If4MXfdyG74c9dPJzDcn+5WI8kT4jzS/lFJ4YTGBFFb3IBMLjBlSY7H31/p6Sqs/Tbi06OpKWqg8mKdh0grP1/D27//gH6TlezZaax7YpmkZON6E5MSTkzKtc1wXS43oiiiUisQhIGyAy83Bl4LjtHjhhJp3a097PrrPrpaepm6bAIzbpksETMqjWpEc9vOpi5MXX3EpkXS226kra4Dh80hualU5tVQU1BPcGSgh9XEp82UpRM8bD8ukz0vndWPLaPoeBnhCaEsv2+BZD0mLYqzH+RRU1iPykdFZLK04aK9oQMfvZawuBDqShoxdlypAbH229j9t330GwdqZY6/e4YJCzKJzxiob7Jb7bz4vdcpPV2JIAhMWZrDlqc2SI77xYNFnN+bjz7Ej8V3zfXoXHU6nHS19OAX5Pu563DU+KhHtH1RqhQeQ82vJn1GKk/+30OYuvoIiw/1uDmv+9JKAsL8MXX2MWFBhmRcl0KpYMHmWez+2wG6W41kzk6TdCZqfNQERQVSfbEOY2cf+iBfSWmA3eoYiMwEXrGw6DddsUcxdfVRcLgE3wAdap2aygu1NJQ3D07DcDqcvPbse9QWGpDJZTRWtvDF3zxA8FUp1ZM7zrHzL/tw2p3kzM/k9q/eKok02W0OLuwroN9oIT03dcTjeCMjk8nIGSLOryY4MoD7vr2BwmNlaHw1TF/ueY0IjgpAdIu01LajUMoJCJWmVEVRZOffD9Le0IU+2JfTuy+SPj2FrCERQLfbTdm5Gvp6zKRMiPfwkrzeZOemkHe4FENFC0FheuauubbnWntTN7WlzQSE+JKSHXvTZQRuJETA/ZGv+ve39XlmzIq0wmOlzFwhdQjf9twu8vYXoNKoaChvIiQ6iJRJI/s0XU10WhThiWHUlTYik8mYvnKiJKVYdbGWF777GsYOE0q1EmOnSZJS/CyRyWTM2ziTeRuHv6HPWjMVuXzAJywuPcbDumTSomw++PsB6oobCY8PIemqAmfR7cbtGhibI1fKcVvsuK9qp2mqaqXqYi1hsSHYrXaKT1bQ09Y7eEOvK2ng9V+8R39vPy6ni94OE1ufuXPw/abuPl76wZvUlzQSGObPnf+7jthxV8SEKIoUHS+jtbadmHFRjJuaPOzv+HkdG+Ufoh9xyoJfoC9rrmpEGMqcddNJmZgwYAQ8Lkoi8uQKOXd8/Tb2vHgYa5+VmWumSiJxOn8fpizJ5tg7ZzB1m0nPTSX2KvsIjU6N1m9gooDCaEGjU0t8zPpNA9YjQZEBaH01tBk66W7tHRRpdqudPf88jK1/oGj//N58pi7Nkfw9b//DHo69cxqX08XJHed55Gd3S6KaPe1Gdv51P+2GTiYsyGDehhke54jd5sDU2Yd/qN9nGjn6JESnRFzTdHjBhlysZhuG8mZSJiYwfXmOx2scNidypRy1VoWxsw+Xw3Ps3oHXT/Lhv47isDqJSgrjwe/f/pkKNX2QLw9+Zz2t9R34B/t6iM+raTV08vefbKetoRutTs2t981h5jDHwYuXG40xe9V64+fv4qPxkZjCtta2ofPXERoTRF1JI10tPf/29gLD/HngB3dQeLQUjU7NlGUTJAKwttCAscNEQmYsjZUtlJ6ulIg0S5+FD/5xcHB80eItc8eMJYJcIZe4+A9l0ZY5RCSEYuzsI2VyomS8lNZXy8I7ZvPhi4ewmG1MXpIticj4XoqkdDR24XK5CIsLRXNV7VFHQyd9XX0kZMTS0dRFY0WzZEj9+b0FlJ6qIDQmmIaKJg6+dlyS9j374UXe/OV2rH1WfAN0bHlqA5lXmRS3GTp461fv09HQyaTF2ax8cLHkuLvdbirOVWM120iZnIhO7zXOvIwgCCPW2wFEJIRxz7c3jvje1Y8vJ31GKg6bk5TJiZKos0qjYuN/3cr7f9qDzWJn0Z2zJfYivgE+JE9MIO9AEV2tPcSnxxB59axHQUAQBkT6wEOBIPl7dLvdFB0rxcdPS1BkAPUljRjKmiQibcdf9nF65wU0OjWNlS2ERAWSNftK40VbfQcv/2gbHY1dRCWHs+V/13mIjt4OEw3lTQSE+xOdPLIQGstodGrWPj6yWBcEgYWbctn+5/10txkZPzV52Jq1s3sLBux00kJpKG+mKt/A1CWeIq2xqhVDxcDxTv6UI1YaH9WwnmxDKb9YT1tDF3FpkTTXdXD+cJlXpH2GeBsHRo8xK9IsJit1JQ0SkZYzP4P9/zpKXXEDYXGhI46sGYnw+NAR/bxCooNQaVU0VjTjsDuJGvLkevC14xx45RhqrZKa/Hr0QX7k3nol/C6KIhXnqzH39pM8MeFjW4h8mshkMrLmjJxSmXf7TNJnpmG3OohMCkMuvyKCQqKCWPflW9j3ryMolApWPbRYkrKMHR9NSEwwNUUG5ArZYCflZdyugaC3XCFHEGSD/75M5YUabP02ErPiqC6opzq/TiLSdvxpDyUnK/AL1HHg1WPEpEVJzokP/n6A/a8cxWFzkjwxgQd/tEXio1dTWM/+l4/gdLpYsHm2R6TO6XBSV9yAQqUgbny0N0VyFXK5bLBGbThSJyfylecfBjzHgclkMjb9zxpSJyfhsDnInpsuEdAqtZLlDyxkx5/24rA5mLZiIglZsZL3RySGUXSsFMslAR80pFO7vb4TjU5DREIodcUN9LRLrRyOvnuGmiIDYTHBlJ+r5szuiyy7d97gekdjF3//zus017TiG6Bj/ZdXSiYOwICIKzpRhlKlIGdexg1rAzF1STZx46IwG/uJTo5ApfGsKw2KCKC5tp0OdxcqrQq/QJ3Ha2qKG3jxx+/R3W5E56dlwxeXMWn+yNeW64VvgA8KlYKOpm7sVgdBY9SmxIuXj8uYFWkKtdJjoPiKBxYRmRiOqauPcdNTRjSe/U/InpfOmidWUHa6gvCEUJbcPU+y3lrfgVwhIzIpnJpCA92tPZL1/f86ygf/OIDdYicuI4aHfnKXRKgNDB7uGfAHig4aU2JAEIQRh7cDTFyYNeKYq7DYEB545k5KTpSj8/eRmPwCTFqcRcHhYhorWwiPD2HexlzJekh0EIgDA7UVSrlHkX5vhwm1VkVQZCD1JY2Ye/sH1+w2B6d3nketURIWE0x1fi01BfWDIs9itvLqT96hpbYNQRiIrDz5fw8Pzh51Opz860dvU3CkBLlCzvxNM1m5dbHk8wuPlXJ+bz5+Qb4sunOOR+rRbrXTUtuOf4jf53L4+7XOY61Ow6w1w3c8A0xbPpG0KUnYrY5h/yY2fOUW9MF+GDtNTFs+gbj0aMn6hAUZNFa1UFfSQEh0EMlDOiNdThcCoFApBmpk3NIHhOKTFTRWNhM3PpqmqlZO7bwgEWn9JgsvPP36gFWKXEbZuWru+uY6yX7arXbO7inAbLSQMSPlmmnJz5qw2GBg5GvmmkcWIwgC3W29TF2aTdrkBI/XlJ+vpbu1l/iMaAzlzRQcLx9RpLndbuxWJ2qt8lO/3uXkptDW0MXFYxWk5MSy/E6vOe5niRsB93C+Q//htj7PjFmRtnLrIqavlPoOyRVyJi8ZOYTdb7KQt78Qt9tNzvyMjxXNkslkzF0/g7nrhx9/lD4jlZKT5dQWGfAP8SN5yAy/E++fRS6XEZMWRX1xA5UXagebGERRZN+/jnDw1WOIIsxcM5VbHl7i4XVk7DSh0ijR+g4/UWGsci0z2oBQfx79xb20GzrxD9V7jI2atzEXm8WOobSR5IkJTB/iNTVj1WTeq/2A+tJGolMiGHeVK7xCKcc3UEd9SRNOhwuNjxqfq8ZG9XWbMXaZCIkKQq6Q0dthxNhpGhRphrImCo+W4B/sh9Vs5cR7Z5m7PnfQELehvInXfvYOps4+3G433S09bP3hlivb7zHzz6ffoLbYgG+Ajtv/ezXpM650MIriwCiq2kID4fGhzFwzxaMuym6109NuJCBUL0knfl64lrANjgzkjq+PbLkw//ZcgqMCMXaYSJ4Q75HazV01maq8OrpaeohPj/ZoKtLo1MgVcnrbjTgdTklNHQzUYxrKm4lMCsfSZ6X8bDV9Pf2SCNP7f97P0XfO4Ha5Ob0rj0d+soXQGKnfXHVBPTWFBoIiApgwP33M1laGx4Xw0A82XfM1+iBfZAo5bQ1duJ3uESNWrYZO3nzuQzpbehg/JZG1jy4eNno3WsgVcpbfMZPld3jF2VhAFAf+H61tfZ4ZsyJt7obcj1Xz5XK6+NeP3qLwaCmiCBf2F/LIz+6WjF76JExfOQnfAB3thg7i0mMGu9hgIJrgH6Knra4dAJVWJbng97QbBz3SZHIZx989zdRlEwa71dxuN+/9fjfn9uSj0qq47QsrPGwdXJdsQ3wDdTdch6Raqx6crjDc2q2PLB3xvbm3TiE8PpTeDiMJWXGSmiKZTMb6r9zKO7/bhbmnnznrpktc94MiAkjKjqfoeCmIDNTjXVUcr1QrkSsV9Jss2C12/EP1yJVXzrk2QyfGDhPxGTF0NffQUN4kaWAoOFJK+bkqwuJCaDN0cuDVYxKRln+omDd+vh1rvw25Qo7D7mDRnVdml7Y3dPLSM2/RVt9BeHwod397g8RQ1u12c25PPu2GTuIzYsiYmeYRkXA5XVjNNnz02jEVnb0efFRnZOy4KL74m/vpau4hJCbIY5zcxAUZ1BY3UHKygtRJiSy7Rxo99w/xQ+fvQ2tdOy6nm9hxkWh0V64noihSfLICnV5LcGQgdSWNGMqbJCKttsjAC997i94OIyrNQEPS/CHRZJfLTdnZKmz9dlInJUimZow1pizOpLO5m7LztcTMTmPBxuEfave+coLKgnoCQvw4vaeQhPRopi8bvvPeixcvIzNmRdrHpbu1h+qLdQRHBKJQKTCUNtJa1yEpgv8kCIJwKY02btj1dV9exbbf7qS33ciMWyaPOI5muNto9cU6jr93Bo2Php7WXnb8aQ+Zs8YNilSzsZ+Xn3mLmsKBWrg7/t9aEoe4ivd2GGk3dBIWHzKm6uE+KYIgSATxUBKz4vjK848giqJHhEKukHPXtzaQd6AQ0S2SMz9DEq2KTolg8Za5HH37JD56H259dKlEAMekRRISE0xt0UC6a+a8qZLPkMkEEARcDheiW/R4qGiubsPabyMxKxZDWRP1Q2Y7nnz/HNX5dYTHhVJ1sY5TO85LBnQfe+cM7/7+A+xWB74BPtz9rQ1kXGWb0Fzdyqs/e5eulh5SJyey6WtrJF5sbrebwqOl9LabSJmUcM0mgpsV3wDdiKJHpVGx6au3YrfaUao9U3KhMcFseHIVR7adRqNVsfTeeZIh7IIgEJ0SQd7BIvpNFnwDdR6jkGoKG+jtNJKQGUNTVSslp6s8RNruvx/k0FuncDicJGXFsfX7m9DppYJSFEV6202otMoRZxdfD1RqJbc+uJBbH7z268x9VhQKOX6BvvR29mGz2K/PDnoZE7gZPQuO0drOjcpNI9J0ATr0IXqaq1oQZALBkYH4h0jFirnXTMX5GtQ+asZNSx7VtENMaiRfeu5BSWfjZQJC9cy/fSYHXzuOWxSZddt0SQODy+nC5XSj1qqwWew4bJdmRTJw0794oIji42UERwXRUtPG/peP8OCP7xp8f11JAy99/026W3sIiQ7i3qc3EXVVp5rb7abkZAW9HUZSJiVes/7sRkQQhBGjSD5+WmatGb7zVRAEltw9j1m3TUOukHlEXcNiQ7j/+5spOlaGzt+HaUPS7znzMyg8XkpVXh0RiWEsHRKJiUwOR6NTU1M40FQRlxEjWb/SVCEDxGGbKkS3m6TsWKoL6qkvaZSItD0vHqamoJ6giAAu7CsgdVISM1dfaWY5+PoJdv1l32DN10M/3iIRam2GDt55bjedTV1MXprD0nvmefxNGMqaMHYORBPHcoTnk3CtNHP2nPEeszSvZt0Xl6MP9sXYYfLojAYIigxArVHRVNmKw+4gIkHauGS32jm3rwC1j5qw4GBqiw3UFjeQeZXxr8vl5t0/7OHCgWJUGiVrH1tyzX0aC+Quz6apuo2mmjZiksPJmDG8tY4oihzfmcfJDwvwD/bllvvmERl/c12fPo+ICIijVEs2Wtu5UblpRJpWp+GOb6xl30uHcbnczN80S1Lv0m+y8LenXqHqYt2AiejmWddMs/2nDCcWBEFg8V3zmLgoG9EtehRJJ+bEkz03neIT5SjVShbeOQel6kr9hts94LksV8gQhIGL9tWc/SCP1to2YtKiMJQ3cW5PvkSkHXztOLv+um/A2T0+lId+chdhcVduFl0t3Rx+8yRWs43pKycNG7ly2B0IgnDDek1di2tFJmLHRUt83a5G66vh/u9tpru1F12Aj0caOmdeOi7HGmqLGgiNDZYIKIDpqyZTfraa9sZO4tNjmLZiomQ9KiWCi4eKqS9tRK1VERorLfq2mgfSqDq9lu7WXuxWabTi4sEiZDKBhMwYaosMVF2sk4i09/+4h8Jjpej0Puz552GikyMks0NP7TzPe89/iMVkJS49mgd+sNnjb+rQGyfoaukhc9Y4j85IGGjusJgs+AX5jtlarE9CQKieDV9eOeJ69pxxrH50CcUnK4hICGXxljmSdYVKgV+QL/WljTjsDjQ+GnyH1MZVF9RzaucFtL4aejuM7PjbQTJyUz0it5UX66i4UIt/iB9Tl2Z/ppNBcmaPIzQ6iJ52E9HJYeiDfId9XU1xIztfPIrbLdJQ2YrD6uSxH97+uUvde/EyEjfUHdftdlN6upK+bjOpkxM9hqcnZMZKIkxXU1NQT3VBHdHJ4fR2mDj7QR7L7lsguZDZbQ46m7rQB/uNut+WIAjDDrCGgRTC3d/eSEN5Mxqdp0P9hAWZ5B0oxFDaSHB0EAvvkJrsXjbltZitCAIeBbp5+wuQyQTiM2KoK26k8kLtoEhzu928+pN3KD1VAQKUn6viC7/ZKumyPLH9LHtfPIRMLmPVw0uYtEhaW9JvslCdX4ePn5bE7LjP1QVWrpAPdKgOgyAITF6SM2KzS2RiGF/47QN0NnUTHBXoIRYXbh6YsdpS00byhAQmLZZ22M5eO43GymZaatuJS4+WCCwYiATWFNTTXN2GSqP2GO7d1dyDVqcmJCaI+tJG+nrMkvWj75zGbnUQlRxObZGBsjNVkmaeHX/ex7FtpxBkMopPlOMXoJM01NSXNvL6s+/R02EkdVIim/5njYeQrSk00N4wUJZws04UmLN2GnPWDh/NlclkrP/iCrb/aR/mXjOzb5tK3BBfMJfThdstolQrUSjlOB1OxCHV1PVlTbz043foaTchV8joaetl1daFn9rv9e8QmRBKZMLwlkeX6evpx2q2EZMSTlebka723mGzEV5uLLzdnaPHmBVpdpvD42eDNhdWB9EpETz807s9hNpI6Px90Pio6WzqxmK2EZcRjeKqInFjl4mXvv8m9aWN+If4ccf/W+dR9/VpolAqJEXvV+MX6MsjP7uHtvoO9MF+g92Jl5m9djr1JQ201raTnpsm8W8DCI4OorbIQGtdOyqtEv1VaWCLyUJLTRtBkQHo/HU017TS0dA5KNLaGzrZ+ee92C12XE4X7/3fB6ROThpMfZmN/fztqVeovliLWqti2f0LJcXxlzscK85XExIdxNwNuR4zLJ0OJ6auPvyCfG/KSN218PHT4jNu+EieSqNi2b3zR3xv5qxxfOE3D9Dd2kt0SoRHOvLWR5cgyIRBR/6r/ecApq2YyM6/7KO+tJHIpHBShhic+gbosFsb6e00IVfKJUXzAPUlDWj9BsaN1RYZaK3vkIi0fS8fwVDeRFBEIHkHihg3LZncW66cm3kHi3jzl9vp6zYTHBXEfU9vkthsuFxuTmw/R11JA7Gpkcy6beqw54fb7b5mynusE58ezRd/de+I4iQpO47s2eMoPlWJUq1i0eZZHsfBUN5Mb4eJhMxo2uo7Kb9Qy6phPuvcvkJOfXAR3wAfVtwz75Itx2dHQnoU0cnhNFS2olDKmbViwk0ZcfXi5T9lzN4R//rNl3noB/dIIjpnP8hDLpcRNz4aQ2kjlRdqmLZi0jW2coX4jBhWPriYo9tOE5niw21fWCG5GOTtL6TsTBVhccG01LRz8LVjHiKtprCetvqBp/7rXYSt0qhG7JAMjgzk8V/ej7m3H12Aj8SMFmD1Y8tAhPbGTiYvypbUNWn9tMRlRFNwqITO5h6iksMlA9xtFjt2mwPfQB1Ohwu71YHNYh8UBJUXaqjOqyUqOZyulh6OvXOa+ZtmDu5D8Yly3vzFe1j7bYgi2Ppt3ProFXf0zuZu/vXDt2ipbSciMYy7v7VBIrwvF793t/aSPCF+xGPweSUsNmTEGkP/ED1bvrluxPfO25hLRGIYxk4TyRMSCIoIkKzf8tBiLEYLvR0m5q6b7iHy0qYk0VDRTG2hgYAwPTFpUhsWu9WBXC5H46NCFEWcQ0YR5R0oxGy0EJ8ZS22RgdLTFRKRdmZ3Hu/8fjdup5vzewoQZDLmrp8+uO50ONn5l/3kHSwmNCaIDV+5xUN0iKJIR2MXSrXymmOFxgIjiUyVWsmWb6yhqaoNjU49rLAKiwlGp9diKGvG7XITm+ZpiWMob+adP+zF2m/DaXdi7rXw2E/u/EzFrT7Il61PraX8Yh0+vhrSpw3fcHUZi9nGkR0X6G4zkT4lgZyZqdd8vZfPBu/EgdFjzIq06ot1nNl1gRVbFw3+LCgykKaqFtoNHai0KnwDh69zGA5BEJi3cSZzN+QO/vvjcPFgEa///F36uvsJjAjg/u9v9oh8ud1uXE6XpJ7seiFXyD0ibJcJigjkvu9tHnZNJpOx+etrSciMw251MHFhpqTuKDIxjKw547l4oAhBJjDjlsmSm7nWV4NSo6SnzUi/yUpYfIhE/LbWtWMx20i8NG6rrrhB8vnH3z1DxblqQmOCKT9bxYn3zrLqqg7HI2+dYscfP8RmsRMYEcjWH94pKc5uqGjmvf/bTU+bkZmrp7LgUorwMi6ni8oLNTjsTlInJ46aJcvNgCAII85KBYhJi+LL//cQTrtz2OL65Q8sJDA8AGOnibQpSR5F83PXz6Clto2Opi6ScuI8it0DQvW4nS7aGzqRyWQef8+tde04rE4Ss2OpLW6gsapFsp5/uIRDb55E66uh9HQlu/52gPu+e2XMldvt5p3ff8D5vQXIlXJWbl1I7qrJkm2IokhjZQu2fhux46M/0zqua6FQKjzSoFeTMjGeDV9eScmpSoIi/Jl3lZi9TE+7EXNvPzFpkfS09dLR2IXb5faobbP0WTny3jl6O0ykT08mK/fTFUIBoX5MXzK8WfZQdv3rOEd35CEIAoWnq/Dx05KSFfPRb/RyXfGmO0ePMSvSBPDodrvtCysQBOhq6WHa8omMnz7yyJoRtzuCOJu4KIvCo6XUlzYSkRjqMVz94qEi+nstJGTGUFNooPRUhUSk1ZU08NYvt2Pq6mPK8omsemjxDRO29wv09ZiwcBm5Qs6d/28d01dORiYTSJoQLzmGKZMSWXzXXE6+f4746EDWfmmVZD0mLRLfAB+qC+pRKOUeKTWX04XIpTq6YaIthUdLEMWBesOaIgPVF2sHxYAoimz77U4qz1ej9dWw++/7iR0XNTikWxRF3v39bk68dxaX00XGrDTufXqz5EZcmVfD4TdOIJPLWHjnHOLTpRd8p8OJoawJjY+aiMSwGzal9p8ik8lG7H5UqZXMWecpBi6TMTONL/52K73tRiKTwz3q0RbdOQdTl5mG8iamLZ/oMa0idlwUWt+B7liVRknCkO7YfqMFl8NFYEQAtn47pk7pWKj6kkZO78pDo1NjNdvY8+JhJi7IlKTbD71xkj0vHcZhczJ+ejJ3P7Xe4/ftbOqmpa6diPhQgodYbIwVBEFg0oIMJi3IGPE1ceOjiEoKo6G8GblcxqQ1k4f1otzxj0Mc234BBCg4Xo7uO1oSM8aGEKovb0GrUxMWE0RdWTOthk6vSPNyUzNmRVpsejRTh3S7hceH8vBP77nm+0zdfbhdbvTBfh/rhqoP8uOhn95NZ2MX+hDPxoGAMH/cbjfthk7kchm+V7mOi6LIu7/bRV1xI36BPhx67TjJExIkxqYNFc0cev04LqeLuRtyr2u92ydFoVSMGHGRyWQsv38hi++ai0wu8xCmaVOSueupDVRdrCMoIoAZt0gjGVOXT6T0VAUdTd3EjIvyuFGHx4dSdqaK5upWVBqlJBUqiiI9bb3o/H0IigikobxJUvxu6urjwv4CtH4aND5qys5U0VjeRGL2QPeqscvEqz95h3ZDB6IILbXtPPn8w4Niwm5z8MqP36bo2MDsxmX3LWD+plmS/Ss+WU7BkVL0wb7M25Dr4VrvcrrobOrGN1D3mfpbfVYERwZ6jPq6jD7Yj3u+M/yAd4BJi7IQBIHGyhYiEkKZvETasJI+I5WolAgMpU346LVMXzlRsn65uF64PMzdLbVBt9scHH77FKIIQeH+lJysoLrAwPhpV8712uIGXvrhNrpbewgMD+Dup9Z5iEWXyz0gfBQyolMixqyQ9w/244HvbqDkTDVanZoJ84a38agtaULrpxkQQqVNtNR1jCjS3G43Dpvzus00TcmOoaG6jdqSJvyDfYlJuvmaTW4GRARE0WvBMRqMWZH20E/uIizq4/nlHHn7FHtfPITbLTJn/XSW3bvgY10wVWrliLVmC++Yjamrj/qSRqavmuQxsqqvpx+NTo1/qD+NlS1Y+qyDa9Z+G6/86G0MZY0IgkBDWRNf+v1DkhFJ1fl1nNtzEa2flrnrZ9xwcyCvVfCfMXMcGTOHNwGOSY3kC7/dSkdDJyExwR5jo5Y/sBC3201rbTuZs8eTPe+Kw7xMJmP6yknsfekwDeVNxGXEkDThin2ISqtC46Oho7ELm9mGSqtCe5VQMnaYMHWZiEgIw+V00dthpK/bPCjSagvrKThcQkConr4eMwdfP87MNVMHIy2GsiZe+fE2jJ19iIh0Nfdw11PrB7ffb7Lw0jNvUVNQj1+gL5u/vobkCQmS36/4ZDl1RQ2ExAQxeUkOcrlU5IqiiKXPikanvmEis6OFIAhMWpTFpEXDp8KCowJ5+CdbqCtuwD9ET0KmVEjEpccwZWk2eQeKUGmULLlrLpqronlyuQyVRklvu5F+hRy5SoFSLT2PLx4qvjTxIZq6kkbyDhZJRJrL5eatX+/g/P5iZHKB2bdNZdXWhR7XHbfbjbnXgo9e6/EdX0+CIwOZs2bKNV+TkhPL4XdaqS1uJCDEl+gRrokNVa289fs99HaYyJ6VxuoHF0iasT4Nlm3KJSDEj97OPlJz4ogfN/w4Oi9ebhbGrEj7uPMrjZ0m9r54EJvZjlwh59DrJ5gwP3PU2vr9An2566kNw64JgsDc9TPY+Ze9NFW1kJQdJ5k4YOrqo6u1h7DYEOQKOd1tvXS39g4Kko7GTl76wZt0NHQC0FTZwsM/vXvwQn+5Q7LkZBkhMcEs2DTrhpvveS38An09xNnVa5u+NvL8xqX3zicuPQZzbz9pU5Ik0xY0PmrWPbmK9//wIXbbwEimq8+H0NhgYsZFUXm+BkEQSJ+ZRmD4lbFTCqUCuUI2YDBsd+KnlCPIrtx8W2rbMHb2kZAZQ0djF7VFBsm+XTxYTPGJckKiAmmta2fvS0ckIq30dCUvP/MWpm4zKrWSfqOF+bdfmT3Y12PmtWffpa64kcikMO74xlrJWCwYaGZprm4jKjl8xO7gm5nAMH+PY3IZuVzGhidXMXfdDJRqhUdET66Qs/rRpbz3/EDN49xbZ5CYJT2GGp0GBAFjZx8geKRsW2rauHCgGB8/DU67k1M7LzB7zVRJk0Jvh4lXnn2PpqpWIpPCuPNrazzsUMYSK++dR1CYP72dfYybkkjcCEJo1wtHqCtpRB/sx/GdeSRlxTBhzvAPY6OFSqNkzqqJn+pnePnkeGvSRo8xK9I+Li6XG7dLRKGSI1cosNvsHjVtMGDKKlfIRz0qMWf9DGLGRWHu7ScxO06SLg0M9ydufDSlpyoQgaSceMkMybb6Drpbe4jPiMHY2UdjRTPWftvgDaH0dCVv/nI7tn4bbpeIzWxj7ZeuNNhb+23s/us+agoNJOXEsfLBxR51NU6HE1u/DR+9z5hNx/wnyGQySVp5KBm5aYyfnoIoih5dr2qtmvue3kzegUIEmYxJi7IkEcGErFhmr5vBmd15BITqufWxZZKmkOiUCALD/akuqEcul5EzX1oPJF6aMiyTyRBkgoe3VV1xA309/SRlx2Eob6Iyr1Yi0k6+f56LB4sJvJSKO/LWSdY8vnxwvfhEOf/68TZMXX3og3zZ8tR6ybGw9FnZ8Zd91BbWkzo5kZVbF3mcF91tvXQ2dhEWHzqi4eiNjEwm83D5v5rMmWmkTkrAYXcO640489bJNJQ3YyhvInvOOGbeKk3Xy5Vy5Ao5Nosdl8OF1k/jEU06ueM8JaerCI4IoPR0FcffP+fhYWY2Wjj6zhlMPWayZqZJUq7XG7VWxbx1w/u6XY3ZZEGpUeEXqMPU3Yetf+yOfio8U0N5/sAs0VnLstBcp/Ts5xVRFHCPVrpzlLZzo3LTiLSAUD2z103n8JsncNnsTFsxSWIlIYoie186zPF3z+Djp2Xdl1cNFpiPBoIgjFhnplAquPvbGzn34UXcbpFJi7IkxcsRiWGERAcNdD4KA+a1V6+31XdgMVlIyIylpaaN+tImyfaPbTvNgdeOo/FRU1dswD9EL2l8aChv4rVn36W3zUj6zDQ2fOUWyc1aFEXqSxuxW+zEZ8Rcc0zOjci1BLk+2I95G2cOuyaTyVj92DIWbJ6FUq30iKJEJUdwz3c2UnyiHN8AHblDJgrkzEvn4sEiaosMBEcGepgQh8YGo9IoqS9txO1yE5UsTSvZLXZEt4hfoC/drb1YzdKbYMmpCoydJhKzYgebWa4WaYffOsmRS92PDeXNBIT6S0RgbZGBl3/0Nt2tvYRGB3Hvd2+XpPvdbjdnP7xIc3Ub0akRTFmS4yHwRVHEYXeiVCluWPGv0qhGPOf1Qb5s/cEmbP021D5qj98xPC6ERXfO4vBbp1BrVay4f76HX53D7gRRxMdPQ2czw86xfPf5Dzn9QT4ABUdLefiHdxKTGuHxOqvZhs1qRx/k+5kf79m3TGL73w7SUttO/Pgoxk0Z+Xpq7beRd7Qcp91JVm4KASHXb75wVXETr/3xAGZjP4Ig0Ge0sOae2R/9Ri9exgA3nEhzOV3YbQ40Qy6YgiCw/P6FTJifidvtJjIpXHJzrimoZ+9Lh5HLZHS39PD2b3fwtb8+cd3qfPwCfT06Ri8TFBHIPd/dxMUDhWh0GmaumSr53eLGR6EP9qOm0IBCKSdtqtRLqLu1B0SRiIRQagrr6e0wStZ3/20/dcUNBIb6c2bXBVImJTJt+cTB9X0vH2Hfy5c63Gakcu93b5fctLpbezi3Jx9BEJi6fMINVy/3SRAE4ZoD65MnJHjUmV3GN0DHgz/ecsWEeEikauLCTKx9VsrP1xA5TEdxzoIM8g4W0lTVQkh0EFOWSgvnA0L1CDKBtvoOBJmAf6g07dfd2gtAePzA5IGh58XZDy/SWtdBTGokDeVNXNhfKBFpp3dd4K1f78RusQ8Y2YowddmVxg6zsZ+3frWDmoJ6YtIiuf2/V3vYwBi7+miqbCEoMuCGnRkrCIKklm3o2qLNs5ixYiKCTBi2OWTSwkwKj5fRUtdBeHwIUxZ71tjVFDXgG+BDSFQgtSWNtNS1e4i0opMVvPv8HqwWO5Pmp7PmsaWfaX3btCVZRCaGYuo2E5cW6TEU/jJut5s3fr+Hi0fLcbtFLhwu5cHvrMPHd/hjOtq0GDoxmyzEp0bQ2thNTVnLR7/JyyfCO7tz9LihRFpdsYE3f7EdY1cfExdmseaJ5ZIWckEQRiz8t5qtOKwOguJDQQCLyYrT4UKlHrjIud1uTrx3ltLTFYTHh7L4rrnXte4rbny0h8/UZRKz47n7O7dTdaGGgHB/j6aFcdNSuLC/gNoiA/pgP1InS0WcxWxDqZSj8/eht8OIw3plmoPNYuPotlMICARFBFByspyagnrGTRuwN7H22/jn996gKq8WhIFC90d/fu+gjYUoihx/9wxHt53CL8iXNY8v9zCc7TdZaKpswT9UT2jMZ+twfr1RqZXEpA5f0yOTyZh12zRm3TZ8aikmNZLHf3U/LTVthMYGe4wVm7V2Gt3tRmoK6piWk8Cs26ZK1jNyUyk4XEJtUQP+oXqPDt2BcWIDjQmCTEChGuJiX9aEw+YgMTuO2kIDDeVNEpF28v3znN9bgD7El/zDxYQnhErm4bY3dPKP77xGS20bfkF+bP7aGtKHeG7VlzRSeqYS3wAdU5dPGLM+ZR/F0K7eq4lOieDxZ++hzdBBaHTwsPVoqRPjObHjAqZuM0ERAUQN6Vp0u93s+OsButp68Q3QcXJXHpkz00ib7Bm96uvtp6fdSEhUoMd0j9EmJvmjTb37evqpLDDgH+yLRqeioaqV5tp2krOuTw1lVHwIvnotteUtyOQyksZ7mw283DiMWZF2asc5Fm+eL4l0bf/Dh9SXNeEf5MvRbadImZRI9tz0a2zlCok58aROTqLifDVKjZLc1VMkN4SCIyW8+7tduFxu8g+V4Ha5WfPECsk23G43VrMNra/muqcaxk1NHtEGI3tuOlo/zUBaKiXCY0D63PUzaKvvoLW+nYTsODJnXynulSvkqLUqjB2mwRu16qp6jY7GLpqqBiwQRLdIU2UL3S09hMcP1PnUFTfw/h/34Ha6BkxBLXa+8vwjg8ent8PI37/9Kg1lTej8fbj9v1eTNefKd3a5KaKxoomIxHCmrZjoEd10uVxY+6w3XT3dv8O1CuO1Og0bv3LLiO/NmZeBzt+H1tp2olIiPBoL5qybjqGskda6DjJy08gdYo8SlRyBQimnrrgBpVohKR+AgZo3t9tNQJg/vR0m+o0WyXrh0VIaKpqJTYuisbKFEzvOSURac3Urf3/6dbqae5DLZbQ3dnHb48sk2yg5Xcnxd8+g0qhYvGWOR0oYBs4ht1v8TKNKH4V/iB/+10jxrXl0KaExwZh6zGTMSCVqyMOm6B7wEFQoFai1Ssw9Zg9PQYC60iZe/eUOetpNRCaEcs8314x4/lwvtL4a/IN9aahoRSaX4R/se13TnYnjI7nzicWUFxgICPZl5pLM6/bZn1e8jQOjx5gVae89/yF6f39mXOUQ3m+0oFIr8Q30xdjdN2xtx0hodRruf+YOqi/WodGpPYRMR0MXNoudhMxYmqpaaKpqlax3Nnfz2k/foaW2jcTsODb9z22jPoT9k5AyMZGUicPXhExcmEVkUjg97UZi0iIl+61QKrjtCyt49/e7sZptzN2YK7mZB4bpCQj1p7m6BRCIHRclmf3Z192Htc9KdEoEPe1GjO1GnA7nYIF94dFSagrqiUoKp7WuncNvnZSItHN78nn92Xexmm2oNEpcDpckstRW3z7gZdbYRcrEhIEh3VdFON1uN8UnyjF19ZE6OZGQ6M9XpO6juFY6NjgykMd/cd+lcWI6D5GTe8tkRFGkoaKZuHHRHiPYcuamc2F/IYbSRoIiApi0SJqOVWqUyGQy+nrMuF0utEPSW4ayJrpbeknIjKG9oZPSU5USkdbZ1M3rP99OT1svbpdIe0MnX/7dVklzR8X5Gt77w4dY++3M35jL7Numegh5l9OF2WjBN8BnzNqYaHRqFm4avjYSBh6mFm7KZdc/DtHb0UfmzDRSJsR7vO7Y++dprm0nIi6E6iIDFw6WsGhT7qe56x+JUqVg85eWs/eNU9itDubcMpHgISPIPm3SJ8WTPsnzeHn5dPCKtNFjzIo0h9VOS02b5GfzNs5k+/Mf0FLXRvKEhI89cUCr03jMH7xMQlYs+hA/aosMKNXKwXTfZQ6+doySUxUEhQeQt7+IhMw4SSG4zWLj9K48zL39pOemejjXf9aEx4cORr+GkjFzHCmTk3A5XR7F8Tp/HVueWs+xbacGZiduyJW8JiErjrjMGOoKDShUCmbcOlnSAalUK5HJBCx9VpxOF+ohBdqNlc1YzVaSsuOpLTZQX9ooEWn7XzlKZV4tQRH+XNhXQNKEBOaunzG4vu/lI3z4j4PYbQ4iEsN4+Kd3S9KCDeVN7PjzXvqNFuasnyGpxYOBKF1dUQNul5uErNjP3YD3a40TkyvkzFk78kSBuPRoHv/FvTRVtxIeF+Jxfk1ZmkNNQT2VF2oGJlPcOUeyHhIdjM5fi6GsCZfDRUZummS9u7UXU3cfkUlhWPpsdLf10m+0DO6vw+7k7ed20VrXjlqrYtffD5CYFUt0ypVarjZDJ6/+7F06GrtIyIxh8/+s8Xi4EkWRvp5+1FrlmG6amblqEklZsVjMNmJSwoc9V2UyYXBaiyAIEsuYq6kpbmDPqydw2p3MXzeNzBkff3rLxyE6KYz7vrH63359f5+V4x8UDEQWpyYxbsKNY/7txctoMmbvSBpftcfA5txbpxAzLgpTVx/xGTGj6uCePCGB+57eTHV+HUGRgUwaUtxrNduQyQT8gnR0t/Z4RPG2P/8hR7edxu1ycXrneR79+b2Sm5bT4aT8XDWiWyR1cuKYuxmo1EoYoR4oPj1mRNHpG6DjwR9uoexsFVpfjUfN0YQFGZSdqaT8bBVx46NZ/oDUeiAyMRy1Vk1tkQG5Qk70kPqty/VSOn8dXa292Icc9/N78pErZMQnDZiNVl+sGxRpLpeLN37+HjVFBlQqBe/+bhdRyeFEpwx8xsCkiN2cfP8cojjQdbv5G2slVh21RQZObD+LQqlg3sZcDyFyeQqF2kc95gd4fxqERAcREh007JpWp+Hub20Y0Yw3KSeOjV+5hYsHiwkI17NoiIiLTA4jOjmC2uIGZDKBiQsyJZM+HDYHlj4rfgE6fPx96Gjsot8kTbkefOMEVRfrCI4MpOBIKckTEpi/8UpkyeV08e7ze7h4qBitr4YNX15J6jB1XqIoIl6yU/ksCY+7dvPF3Num0ljZSlebkdSJ8Uxe6Dkmytpv443ffkBLfQcymUBHcw+RCaEEhX+2adGr2f7Po5zaW4QoiuSfrOTBb67xThe4gfAOWB89xqxIW//krUxekuPx85GKsGFgIPOxd07jcrqYuXqqRwH7R5EyKXFEW45pKyZScb5mwJAyOYIJV3liiaJI6elKdHotIdFB1BYZMJQ1Dd7QRVHkrV+9z5ndebjdbnLmZXD3tzdKnoTtNgf1xQ2ofVTEpEXdULVX+mA/jwjVZdRaNXd/eyN9PWa0vhqPp/+pyyfgdrkxlDYSmRzOzNXS4veZq6dSV9xAS00bsWlRkokDMCASGiuaB6Mpfld1UNqtDnrajQSE6PEL8qW5uhVjZx/Rl4IGXS0DXatanQa5Qkb+4RLmb5o1KOKMnSb+9cO3aalrB1HEUNbEF5/bOljL6HK6ePOX75N3sBiVRsGtjyxl2pBRZvWljRQfL0fn78O0lRM9CrlFUcRmsaO6lBq82RCE4TseL3OtiQI6vQ/3f28T+YdLUKoVTFqUJTlGPn5apizJ5ui20/T19pM21XPIu91iR5AJaP00dLaIOGwOyXr5uRpOvH8enV5Lq6GT7X/ex3/934OSv7/mmja2PbebrtZepi7NZtm988bsdxWdHM4Xfn4Xpi4zAWF6lCrPS3y/yYqp10xgmB6lWklPmxFjt3lMibSa0uaB62mEP3XlzTTXdXpFmpfPJWNWpE1cmPWxhIrdauflH75FbUE9AFV5tXzxuQc9PIv+U9KmJPOF3zxAR2MXkUlhBFxldyAIA7Va5/ZcxGzsxy/Il9DYK7VRXS095B8uxi9Ah0KloORkBS01bYMi0m5z8OL3XqfkVAVKlZIld89j8V1zJZ9v6u7DUNZEQKieqGRP/6SxjCAII04UkMlk5N46hdxbhx9VM356Kl/4zVa6mruJSonw2M6aL6xAkMvoau5m6rIJkhS4xkdN1tzxnHjvLL2dJhKyYokbf0W4qzRKlGoF5h4zMvnAIPGrZxB2NnfT3WYkKjkch9VBZ1MXfZe672BglNfZDy/iG6DD3Gvmg38cZOKirMEbY1t9By9893XaDZ3IFDKaa9vY9N9XUj5Oh5N3/+8D8g8VExDqz+3/favHg0V7Qyc1BfX4h+pJm5J0Q4n30SAw3J/5t49cU3XLw4sZNzUZm8VO6qQEjxmSM1ZNoqbQQFt9B7FpkeTMk0aWHHbHQJrfV4PFbB3wphNFyXHe/se9lJ+vwTfAh/2vHid2XBSZM6Wp2dqiBs7uzUejUzN79VTJ5IrrjcZHfc2uzoBQP1Jz4rl4rAzRLZIyIY7I+OEjdD3tRt7/x2FaDZ1kz0pl8e2516VBIzk9ihN7C+nr7ScgxI/IeG+t6Y3EQE3a6Jwn3pq0mwRjp4mOhk7C4kJQKOV0tfTQ2dw9aiINIDQmeEQLiXVfXkVAmJ7eDhMTF2ZJ0oManRq1Vk1vey8yuRytrwbNVUXUNQX1FJ8oJzgikL4eM0fePsmc9dNRawcutN2tPfztW6/QWN6Mzt+HdU/ewuTF0iLt+tJGmqtaiEyOGNHK40blWsc9NCaYrc/cOeyaIAis+9IqkickYrfYSc9NRed/5XzwC/Tl1keXsfuv+3C73Sy+a56k8SAsLoSIhFDqShoASM9NvWaH3tDAfEN5Ex2NXSRmx9LZ1E3Z6UqJACg6Vsbxd87go9dSU2Rgx5/38eiz9wy+v7Wunb/+779oretA66th9WPLmL32Sr2e2+3m8JsnKTxaSnhCKCseWOghYm0WO6117QSE6kesPbuRkclkkhFsQ0mdlMgTv7yXrpYeIhLC8AuUXg/SJicyfnoKlRdqUPuoWXB7rkeUrLfDhEanJigiAEN5s0cXa1dLDy/9+B06GjsRRWgob+aRn2zx2I7VbKOpphX/EP11L5y/GplMxqYnV5AxPRmX001mbsqIA9J3v3ycc5fGXu197SThMcGf+ugngFvvnUNwhD/GHjMZUxK9UbQbDPcoThwYre3cqNw0Is0/VE9kcgQV56pAhPjMWI8be1NVCwVHStD4qJm+atKo+qDpg/247Qsrh13T6X1Y9+VV7PjzHtwukaX3zJMUt6s0ShQqBf2mfqz9NvyCfSX+b8UnyqkvbiQ2LZLmmlaOv3taItJKT1fw8g/fwthhQh/ix11PbWD89Cu1YQ67g1M7ztPTZiR1cqJHU8TNjEKp8BC0VzN12YSBcU6i6FEnqNP7cO/Tt3NhXyFyhYxpKyZKvpeknHimLM3h4qEStL5alt23QJJeCokJRh/kS13JwESByZMSJREaa78dp9OFPtgPS58Vc2+/5PPLz1bTWtdBfEY0zdVtnNuTLxFpBYdL2PGnvQgClJ+rRhAENv7XrYPrxk4TL/7gTepLG/EL8GXT/6zxEDQ1BfVU5tXiH+rHlCU5kt/vZiE4MtBjbudlNDoN9393A4ayZnz0WiITPcVA7qpJ7PzbAQzlzcSmRXrUrLU3dtHT3ktMWhRmYz/Nte1Y+mwSc9feDhMvPPM2DRXN+Pr7sOHLK8nMHXmc2aeNxkfN1GFMdYfS1dqDWqsiLDqIuvJmjN3m67B3oNWpWbRu6ke/0IuXm5ybRqQpVUru/vZGzuy6MHBDXJojqYXpbu3hhe++RnPVgFdPXUkD93zn9uuWPsqemz7oTzb0CTshM5YFm2dxcvs5gqODWP34ckntlkqrQq6QYezqw2l34TOkO63kZDm97UYSs+KoKayn6HiZRKTt+ech9vzzEE6Hi5Pvn2XrD7dILEiaqlrY9Zd99PWYmbV2ukd9mSiK9LT1IooigeEBN13K7VoGqqExwSy7b/6wa3KFnE3/s4aFd8xGpVV5+FHFjY9m89dv4/z+AvRBfiy6UzpRIH1GCgmZsRhKG9H6aZmzTtpJ6Rc0kB5vN3Rh67cTFBkgWe9u7cVudZCQGUNTVatHN3T+4RIqztcQHh9KW307h988IRFp9SWN/OO7r9PT3otCqaCnrZdl9y4YXHe73Rx87Thn9+QTEhnI6seXeTz4uJwuWuva0fpqCAyX7t+NgkqjInkYO4vLzFk3jajkcEw9ZpKyYj0ikuFxIYREBWIoa0IQIHPWOLS+0nRj0YkBk+jIxDBa6js4su3MsCKtvqyJirw6/IP9mLQg/TMXzRPnjqehqpW6smZCowNJzfF2WXr5aLwTB0aPG0qk2Sw2Tu04T1+3mfEzUj28zgLD/Fl234Jh39tY2UJbfQfxGTH0dpioyqvFYXN4jD+qv+T5FDtu9FOGIxUbC4LAyq2LmX/7LBRKuUdEZ8KCTKrz6yg+XkbihHhWbl0kWfcL8kMQBNoNnQiC4DG2qeJ8DSq1krjx0dQWDzQ1XD52breb13/+HjUX61CqFbzz3C4iE8MGa6NEUWTfy4c59PoJAOZuzGXpPfMlQq23w0jxiXLUPmqy546XWHDc7MhkshGtTQCy5owna874Ydf0wX488tO7qStpQB/k61GPlj03nSV3zyX/UDGpU5NY+aD0e0+aEE9ghD+1RQ2oNEoPY2eZXIYgDNS+iW6QDRkwX1tsoLfDODATtraN0lOVEpFWdrqK3X8/iEwu0FA+MC926w+vpJbtNgev/exdik+Uo9IoWf3YMslEAhiYNlF8ohy5Qk7mrLQx19X87yAIwjVFXEConnueWk/eoWJUGhUzVnoaMsuVcgSZgLXfhtvpRqX2vPQ2VrXywg/epqu1F4VSTmdLN8vvnuvxuuvJzJUTCI4MoKfdREJ6FOGxI9eG2W0OPnjlBMVna4hKDOW2rfPRB45eucm/i7XfTnlhA0qlnLTsmM9c6H4e8fqkjR5jVqRZ+23ohzgavP/HPRx96xQup4vTuy/wyM/u+beL6EOig9CH+FFf1oTodpOem3ZpLM4ArXXt/O2pVwZG2ATq2PjV1Uxc+NHpgNFkpC44lVrJpq+tGbELcPa66XS39lB9sY5JS7KZPSQiE58eTXV+HXUlDfj4+RCRcJU1iN1JT2sv+hA//EP0NFY209thIuZSXXRXSw8HXzs+4LuEwKE3TjB5cfZg7Za518zf/vdfgxYaM9dMZeNXVw+KOFEUOfHeWS4eLCQoKogVDyz0EJHWfhudTV0EhPmPKYPg64HO38fDH+wycoWclVsXeYjyy8SNj2brM3dSk19PYIS/hxicsCCDouNl1BTWE5kU5hHJC40ORqNT01DRjNPhJCpF+rdk6u7DbrUTNz6aNkMnHc3dkvWqvFouHiwiINSf3k4TH/7zEJMWZw8WltttDl78wVuUnq5CkAlMWpjJXU+tk5y/xk4TJ3dcwGaxMWlhloftzo1CdEqExJ9tKBPmpVN2ppqKvFpi0iJYctccj9fUlTTS1dZLfHo0rfWdFJ+qHFakWc028o+V4XK6yJqZOmJTzmggCALjJiX8W689f7iUQ++dR+uj5vyhUnz1WtY9vPCj3ziK2G0OXnxuD2UFBmRyGbkLM1h33+ybLvrv5fPDmBVpf/3myzz8zD2SQu7ys1Vo/TSExgRTW9xAQ3nzvy3SIhLCuOMb6zj7QR4+ei0L75D+4RafKKelppX49BgaKpo5vfO8RKS5XC7OfZhPW30HcenRZM9Nv65/+IIgjNixpdVpuP2/14z43uVbF6H109LZ1MX46amkXTVeSqVRkT0vnWPbTmPs6iMuPZq49CtRRFEUEbkUBRQu+0Vd2XZ9aROGsiZi0gb86wqPlrL68eWD+1p2ppJ3/283LoeLklOVOGwO7v7WxsH3d7V088/vvUFzdStBEQHc9dQGSURJFEUuHiwa6M4bH8346Skex31gLJBb4m/2eeFaM191eh+2PnMHXS09+AbqPIyKx89IYe0XV1B8opyQ6CAWb5EKguQJ8UQmhlFf2ohKo2LqUqkljiAIIAi4XG5Et+jxvbRUt1GdX09YXDAOm4PSM1V0t/YO1oe53W5ee3Y7BcdKQRyYTvHYL+6VpI37TRb2vnyU1rp20mekMmvNlDFrf3EtND5q7n5qLcbOPnz02mFT7EER/mh91DRWtuKwO4gapj7O7Xbz2q92kn+sDLdb5PzBYh58euOnPqPz36Gv14LL6SYkKgCrxU5vZ99134eGmg4qi5sIiwzE0m8j/3QVS9dNwc//+s1h9uJNd44mY1ak1RbWc3pXHqseWjz4s/iMGE6+f45+owW/QB3hI7SNj0T6jFTSZwxfrKv11SCTy+hq7cFpd0r8tgCOv3uWd3+3C7vVgY9ey5b/Xe/Rzt/bYaTfaCEsLmRMhdi1Og3L7x/5ifa2L6wgMTseq9lKem6a5Mk8ODKQOWunc/TtU4gizF47TWJeqg/2xUevpbW2DbvNQWJWHMqrUjldLT1Y+2wkZMbQWtfuUTd1bk8+1RdriUgIo7GimaPbTnHHN9YNrp/acZ63f7MDW78dXYCWu57aKJka0Wbo4M1fbqejoZMJCzK55ZGlkno+URSpyqvF3NtP8sSEUe32vRGQK+QjdsYKgkDuLVPIvWV4+5PgqCAe+vEWKvNq8Qv0ZfwQV/qUSQlMXTaBgiMl+AX7svLBRRJ7Bt9AHVo/DR2NXbhdbsJig/G5qpjeYrJiKG8iKCIAnb8PLTVttNV3SETahy8OpNoVKgWVebXog3zJucorb6DD9RT5R0oIiwth5QMLP6ID97NDJpNd0/B43JQkbntsCQXHygmKCGDpltker+ntMFFZUE9AqB6VRomhrJmWug4S0ocX6uKlJ6rr8UA5flI8p/YUUlfWgk6vYcLs4SPEnyY+vmrUWiVdHSYcdifhUQGoNWP2NufFy0cyZs9eYRj1vOaJFfiH6ulpM5IzL4P4jNhh3vmfMXlpDoayRopPlJM+K42lQ2rbavLrcLvcJGXHUVNQT0NZk0Sk5R8uZttvd2LpszJuWjJb/nf9oIXGZa7nBfPjcK0OSEEQWLF1EVMuRVFCY0Mk+x+dEsnaL63i6LZT+PhpWfXwEklEKzErjuDoQGqKDChVCo+6qYFtCYhuERA8jk3F+WqcNgeJWbFUF9RRV2SQiLRdf9lH6alK9EE6Dr1xgthx0RIT5H0vH2HPPw8NzGXNiuWhH98lEWottW3s/9dRbBY7M1dP9Rg1JooibfUdiKJIeHzomPvuPm2Co4IIjhp+ooBCqWDT11azeMscNDq1R9otKCKA9V9eyf5XjqFUKVh+3wJJNE/rpyEqKZzikxV0tfQQFhviIShbatpRapREJYVTW9xA55CUa9GxMnb9bT+CIFB9sQ6AO/5HGlVuqGhm/6vHcdiczF037ZqWHZ8lgiAwY8VEZgwxRL4aHz8t+iBfmqrbLok+P/yDh093nt1fxIE3T6FUK1h17zzS/s205X9KTHI4D33rNuorWgmJ8Ccx4/pbAUXEBHHL5hkc2nkRlUbJLXfkXrMxyMung9eCY/QYsyItLjOG6SsnSn7mG6DjloeXjvget9tNbaHhP5rDqFIruf2/1+Byui4VXEtPjJi0SC7sL6CupAGVVkXYkGLxD184SG+7kaCIAAoOl1C6uJIJCzIH14tPlrPjT3twOVwsvXc+U5ZKC6zHMoIgEBY3cnH81GUTPArGLxOZFM7WH26h4lw1/iF+kmMCMGXZBEpOldNU2ULsuCjmXDWXEyAiMeyS91QTSrWS4CEjiIydJlQaJYERgZhKGyVjgdxuNyffP4dMJhCTEkFtQT1VebWD++Byunj1p+9SdbEOmVygrqSBL/5m62CkUBRFPnzhIIffPIkoDowlW/3YUsm50d7Qyfm9BcgVcqatmOBRbwcDdTJyuWxMRVdHC5lMNmKkDgaGsOcMEeZXv3fz19dwdNtp7FYHU5bkDBoFX2b8tGSq8+uoLTLgH6InIVM6nqyn3YjN6iAhI4bmmjbaDZ2SdbvNwWvPbsdQ3owgE2iqbuWLv7pPYjYriiL5R0qpLW4gNCaIGUOsVsYSaq2K27+8gn2vncBhczJv3TSPrmIYsAXZ/tcDWMw2nA4Xbz+/l6/8+p5PPS0aHht8zeaC4bD222hr6iEg2HdUGg1mLExn+oKB+szP20PVWMGb7hw9xqxIe+gndxMS8e//sV+ew3hi+1lEUWTiwizu+H9rP3ad0kgX5zkbckEQaK5uJTE7jslLpJGnwUJ5t+gxa6zfZOHtX71PV0sPMrmMd3+/m/jMWIlX2vm9+Rzddgqtr4aVDy7+2COtxjIxqZEjjvMKDPPn0Z/fR1dzN/6heo+6qfm3z8TldNFQ3kzKxAQPMTjjlik0V7dSX9pIdHIE469KZw9MOtDRbuhAEARUWhVavyvbt/RZ6WzqIjgyAJ1eS0tdB10tPYMirbu1lyNvn0YQBGRygZPvn2P6yolEJAzUCvWbLPzze29QV9yAIAiUn63ikWfvHnw4EEWRQ2+c4NDrJ1BpVax5fJkkCgjQ12Om/GwVah8146enjFlx8GkRGObP6kdHfvCat3EG+mA/ult7SMyOIzFLagGRNCGe4MhA6oobUGqU5MyVNk/09/bT024kOCoQtUZJR1MPvR1GiUgrOlHOa7/YTr/RikKlwG5xsGDIlANRFGmoaKGvx0x8evSozg3+uCSkR/Pg0xuv+Rqz0YK1305QuD82i53+Pis2i31M1K5dTU+HiRd/9QFNdR3oA3VsfmIxSemf/NrnFWdebhbGrEj7uBeTnrZezu65iEanRqFUUHC4mPmbZl1z1ufHQaVWegyAvprlDyzk7V+/T3+flYkLsySDxq1mKxazDf8QP5QqBT0dpgHX8kvXoubqVrb9dif9RgsOhxNTVx9PPv/I4A3b7Xaz7+UjXNhXQGhsMGueWOFhzimKInarHZVGdcNdoFRq5aDw8VjTqFjxwPDdjTAwUzUsLoTediNxGTGSqIIgCKx78hbe/s0OTJ0mcldPJXXylVSXzt+H5AkJXDhQSHdrD7HjoolKDr/yfplwycLCjUwuXBJrV2qu2hs6aa1tJyopHIfdSUNlMz3txkHx3VjZwocvHEJ0u+ntMPLO73aTOjlx0Iai32Th7995jaq8WhQKOXM3zOC2L6yQ/H4FR0o4tfM8On8fltw9zyNq5Xa76WjsQuOjvmknCky+hulqdHIEW5/ZTHX+QJ1W5ixpHZQ+xI/E7DgKjpaCKJKYGedhmdJY2Uq/yUpiViyG8mZqiwwwRKSd2pXH+3/eh8VsIyE9mvufvt1jesFYIioxjJScWErP1SCTCUxbko0+aPi0qCiKFByvoLGmjfDYYCbOHXfdmjPyTlRSU9pMRFwwLYZOju7OHxWR5uWzRRzFdKfoTXfeHCjVSpSqgTmMcrkchVqBSiOtRXC73bTVd6D2UQ+bIvgkZM0eT3xGDP1GCyExQZIIXmB4AFlzxnP20oD1zNnjJWLA2Dkg2iISQjH1mAdSOBb74NN64dFSPvj7ARRKOQ1lTSiUCu75zu2D7+/rMfP6s+9SV9xA7PgoNn3tNo8btqm7D2OnidDYkJuqRkMQBBIyR65NjBsfzZP/9/Cw3Z+CILD567eRPDEBh81Jzvx0Sb1aYJg/i7bMYf8rx8AtMmf9dIlICooIIDDcn6bqVhBFErLiJDdCW78Nh81BYLg/cpMFm8WOw+YcFGl1xQ3U5NcRlRSOqbuP8/sKWP7AwsEHlObqVl7/xXb6uvpwOd10t/Ty+K/uGxThLqeLN371PvmHilFplKx5fLlHbWF3W++gj9mE+Rk3pE/ZRxGdHEH0CF3eMpmMO/5nNeOnJuF0uMiZOx6trzRaG5EQisZHTW1xA4IAseM9RcKRbadx2J1EJoRSU2Sg/Fw1U4ZE01vrOzjwxkls/XZyV05k3NTPrvZNpVFyz9fXUHa+BrlSzvgpiSM+vF08Vs7rz32A1WxDpVHisDmZsWzkKR2jiVw+0DXucDgRRVB8ziLJXrx8FDeNSPMN0LH6sWXs+svAHMaFd84lLPZK96fT4eSNn79H/uESlGoFqx9bxrQVk0Z1H/wCfYf1LBIEgdv/ezXZc9Nxu9ykTU2W1MvFjIsiZnwUdYUD3j4zbpksuZGYuvpw2J1EJYfTUtNOZ1OXZPvH3z1D3oFCAsL8yT9UTFRSBKseXjK4XplXw2s/fQdjVx/xGTHc853bJfvpcrkoPVWJpc9K2pSkmy4iIwjCiGlvra+GuUPq4K5m4ebZA1YsokhAmL/kRucX6MuWp9ZzYvs55HIZczfMkIig2PHRjJ+RQvGJioFI2cYp6Pyv+MD5BujQ6Aa6H20WO7HjoiTefZ3N3fR1mYlJi6S3w0SboUNiwFyVV8u5SwPe+7rN7PrrfnLmpQ+eW309Zv7+7VepL2lEJpdRlVfL5q/fJvkdys5UcXTbKRRqJUu2zCF6mMhzv8mCKIo3rIedj5+WWWtGHjGUM3c8doud6kIDEQmhzFrt2e2q0/vQVN2KsasPuUKOasisS5fTxWu/3EF1gWGgvrG0kSeevZuQKM9xVAM2NuKnHq3S6NRMmDu8kfLVGCpasPTZSMyIpq6smbqypusm0ibNSaM0r576ylZik0KZf+vE6/K5Xj5dvDVpo8cNJ9J62nvp6+knIiHUozFgytIJZM9NRxRFj87Kqot1nNubjz7QF1O3mQ/+cZBJi7M9tnH1AOzRRKFUkDV7+AvmgJ/VnYMRj+x5GZJ9SJ2cSHhcCHUljai1Ko+mA4vZiugW8Q/2o6e1F4vZKlk/+Nox2gydhMeFUHamiosHi5iz7oow2fXX/Rx87RhOm5P4jBge/tk9kohSm6GDY++cRnSL5N46ZVhvOofdgUx2cxbHXyvqGp8eQ3x6zLBrKrWSe769ker8epRqBYnZ0nqqmLRIbn1kCYfePInO34fVjy2VWFjEpEURnhBKXUkjcoWM6SsnSUSgKA78L8hkCDIBzwHvzTRWNBOdGklft5mSUxVYzbbBB4Du1h5ee/Zdulp6EEWRjoZOvvS7ByWR1uPvnWXPPw8hiiIL75jN/NtnSj5DFEXqihuxWWwkZMaOOKh7LCMIAtOWT2Da8pGbeW55aBFv/XYXpu4+5tw2jYwhdiSWPhudzT0ERfjj46eltf5SfeMQkdZU3ca25z+kp83I1KXZLN0y+zP3fQuLDkKpUmCoaEEmCEReY4LGaOOr17L166vo6ezD198HtebmifJ/nvFOHBg9biiRVnCkhLd+vQNLn4XUyYnc9a2NHoXm10rnCAiXbDBEhn7vDruD9/+wh8KjJUQmhbPuyVtGHMr8aeAfomfm6uGf9sPiQnnop3dTk1+HPkTvYRMxcUEm+YeKaahoJiQmmEmLhjY1yEAUL00NkBbVupwuzn14EbVGRUR8GHUljVTn1w3ai9itdl76wZvUFNQjAJXna/jCc1sHoyqiKHLo9eMceuMEah8Va55Y4eGgb+41U1NowDdAR3xGzA1XM/dJUGlUHt/XZQRBYNZt05h127Rh1wNC9Wx95g4Kj5Wh8VExZUjTRPLEeCYvzqbgaAlaXw1L750veejwD9UP+o85HU4SM2MlEaCeNiOmbjORiWHYLHa623ox9/ajuiRKe9qNfPCPA1j77chkAntfPkLmrHESn7z9rxxj78tHcdjspE1N5t7vSI1VRVGk+EQ53a29JGbHXdOVfywTnx7Nk7/bisPmGLZeVuevJTk7lrxDJXS39hKTFjnssPbtf95PZV4dOr2W/a+dIDYtkowRzo/rxdRFGTjsTurKmohOCmPmyo/uPHe73dgsDjQ+n7wGVq6QExw+uuUnXrzcLIxZkVZ6ppJpiyZJLgB7/nkIY8dAp1bRsTJKTlaM6O81lJSJCUxZlkP+oWJ89D6seGCR5IZ2fm8BR946idZXw8VDxfgG6iSmqjCQPupu7SEkJthDHH7ahMWGSNK3VxOfEcvjv7qflpo2wuNDPYrLF22ZQ1t9O8bOPtJnpjFx4RUbDJlchn+onur8OpwOJ1pftaQguqfdSHvDQBROrpDT2dxFZ1P3oEhrrGjmwxcOIrpFetuNvPPcLlImJQ5GY4xdJv721CvUFRnQ6DTc+uhSZq+9MrZKFEXO7cmn8kINYXEhzFk33UNou5wuzL396Px9bspI3bUIiwthUdzw37tCqWDz129j4eZZaHRqjwHnkYlhrH/yFo69cwYfvYbl9y2QROoiEsOISY0YEOAygey56RIjWJfDicvpRq0dGEVmtzlwOpyD63abg6PvnEGQQUh0MGVnqqgpNJB+leg49s4Z3vvDHmwWO8GRAWz9wR0eo59KT1dSU2ggJCaIyVeNlRpryOUy5CM0NAmCwO1fWUVSThwOq4PsOeOHbSzo7TSi0akJigigoaKFfqN1mK1B8ekq8g6XoA/yZf66aZ9qk4JcIWfOrZOYc+u/V/7R3tzDG/+3l/amblKyYtjw6KIx1zXq5bPFm+4cPcasSHv1J9vQqrQS81OZfCAS5na6BzrtZP/+lydXyNn0P7ex6M45qH3UHn5W/UYLToeT4KhArGYrve0myXp9aSMvP/MW3a09RCSGce/TmyQWGp81IVFBI+5PYlYcTz7/CKauPoKjAiXiVBAENv7Xrbz3/AeYuvqYddt0Eq6yOQgI8ycyIYyKCzUAJGTGSiIp1n4bdpuD4IhAzMZ+rGbrQN3UJZFWfraa2sJ6YlIiaW/o5Oi2UxKRVnSslDd+8R42sw0EAbvVLunm7G7r5ZUfvU1TVQtRKRHc+c31kvSjKIqUn6ums6mLhMzYf3tM2M2CXC4jMil8xPWJCzKZOMSb7jJaXw33Pr2JgsMlyJVyJi3KkqTegiIDmb5yIie2n0MURaatmETYVYJRLpeh8VHT225EEASUKgXqIQI7/3AJoiiSkBlDbVEDVRfrJCKt7GwVL/3wbfp6+lGqFfQbLczfKO2sbDN0cmFfATKFnOkrJo7ZiQJaXw1zrlH7BpC7ciK7XzhMQ2ULsWmRpE7yHNzeUNnCa7/eianLjNst0tXSy73/e9untdsfmwNvn6Ei30BAqB/nD5eRMD6K2f9G9O1GpbqilX0f5ON2iSxclkWat/vUy3VkzIq0/t5+qgvqJCJt+QOLeOuX2+k3WZiwMIuMmR9v7IhMJhvRlDU9N5UT74VRV9yAb4DOI7V04r0zNFe1EJkUTm1hPef35LPsqqkExk4T+14+Qk97L5MWZV/34ewfhY+fdkRvp5i0KJ741QPDrqnUSu7+zkZO77yA2+Vm6vIJku3EpccwfnoKJScqkCvlzNuYKykwv2yJ0tNuxGK2eYxlaqltx9pnJTErjoaKZupLGiXrx985TcmpCkKiAik9WcGJd89ImiLO7M5j22930G+0EBQZyAPP3CmZZdnd2sPOv+yjo7GLyYuzmbN+hkd6pq2+g36ThejUSJSqMfsn8akQGObPvCGi6DKCIHDro0svNU5AzLhIiYiTK+Ss/eJy3vndB1jNVnI3zCAxW9ppGxoTRNnZKlpq21GplfiHSgVWfUkj5t5+ErNiaahopjKvViLSzMZ+XvzBm9SXNgFQmVfLIz/ZIomout1u8o+U0t3SS2JWzDW7fT9r5q6dRlRS+ODvPJwtRltDF8YuM/Hjo+hs7sFQ0fyp1cr+J1jMNmRyAT9/H3rbTdisjs96l+jpMuNyuggK9RvV42Tpt/P6S8doaepBEATaWnt58hu3oPe/MZtorhfeiQOjx5i9I8mVCo/IUPqMVP7rz49h7u0nJDpoVAtuIxLCeOTn91Jf3EBQZKDHhV4mlyEykHoD4VKh9hW2PbeTcx9eRC6XU3mhBv9QvcR4s99kIW9/IS6ni5z5GcM6049VgiICWbF1eK8ylVrJvd/dRNXFOpRqBUk50shAem4q8zfN5PyefBKzY1n9+HLJenRqJDp/H6oL6lAoFSTlSIvrHXYnAgwWuzvs0htC/qEi7BY7CZmxA9YIZ6skIm37Hz7k7Ad5aHzUNFY0ExwdJKmZO7XjPO//cQ82q51x05K5+1sbJcXvpu4+Tr5/HofVwYSFmcPWVDkdTtxu8aayNrmMTCYbcYA7wLipyfz3nx/B6XANm/Jafv8CXC43rXUdZM0ZJ5m7CRAaG3xpBmUTLpfb4/i2Gzppq+8gOiUCu8VOY0UzvR0myWSCI9vOsOMv+3FY7ehD9Dzw9EaPv1+7zUFtkQG5QkFiVsxnVqwvCAIpEzyjZ1cTnRxOcEQAtcWNyGQC2bPSRhQe5w4Uc+Tdc2h0albeM4f4YexDRpvpS7KoK2+hubadqMRQsmckf+qfeS1OHCjhg23ncLncTJ+bxi2bpo/a92syWTD2WggJ80Mmk2HsGfi3V6RdG2/jwOgxZkXasvvnM+OWyR4/1+l9RrQCqLxQwwcvHMTldLHozjkjdlOOxLVShnPWzaC+pJGOpi5SpyQxdflEyXpDWTO+ATpCY4KpLTLQ0dg1KNJcLhf/+tHbFB4pAeDCvgIe+fm9kptaX89A951KrSRz9riPNdLqs0alUY04uF4ul7P6seWs2DpQAzj0ZjN+egp3fnM91QV1hEQFeXznU5dNoPhEOW2GTiKTwz06WwMjAnDYnbTWtaNQyD3sQ1rr2vHx0xJ2qTu2t904uOZ2u9n78hFsFhsBof4UHSuj4lw1WXPGD66/9rN3B1N2Fw8V8fiv7pcMyb54qJj3/7gHl9PFwjtme9h52G0Oyk5X4naLjJ+eckN2P34UCqVixPNVH+zHHV8fOVWXMy8dS5+V8vPVRCSEsWBI92hQZCABYf40VrWAKJKcE4/fkOhTyalKEEXiM2KoK26gusAgEWlOh5NXn91OwdFS5Ao5s1ZPYfUji8dMZGoo4bHB3P2N1ZScrkKn1zJ9ec6wr2ut7+C9vxzAarbhtDvpN1r48i/vRqH8dOs20ycn8Nj31tPVZiQqIXRURjn9p5j7rOx57wI2mwOVWsGJg6VMnJFMbOLodKgGB/uRnBpO4UUDAGnpUYR5mxxuGH784x/zv//7vzz55JP8+te//qx35z9izCqBhZvnfCyhYjFbef3n79FW345MJuPN5veJTo0cNdPayKRwvvDbrRg7TQSE+XtETTJmpnH4jRMDBdDRQcSOu/JE29tupCa/juDIQJRqJYbyJlpq2gZvJJY+C3//9itUXahFppAzc/UUNn51teQm0mbooCqvFn2wHxkzR36yHqsoVcNHmQRhoGB96OD1y8SkRfGF3zxAu6GT0Nhgjwjk0nvnY+u30fj/2TvL8LjOa23fe5jFzGxZlmVbZmZ24sSJE4ehwfJpe0qnTVNK21Pu6VeGtGEmO07MzLItWcwsjXCkYdrfDyWyt0Zykka2pUT3dfmH9c5szewZzX5mvWs9T1Ubk+dlBsR1TVs2hXf+sY/6kmYiEsIklT5BEFCqlXg9PlxONzK5DPklFziH1UlDaTOh0cHog3S01phprzMPijR7v4M3fr+T3s4+lEoFO/+xj4wZKYPpCX6/nxf+9w0K9hQh+kVyF2Vz12M3Sd7XTRUtHHjxOAALb5w9rJ1Hf48VUWREx/jxjEwmY97GfOZtDPQmg4HnfPu3buD4jrMolHIWbp4dsCUdnRxB2ckqWqrbUWpUhMYES9abKtsoPl5BcGQQboebM7sLWfpe3NT7eD1e3vnXQYqOlBOdHMn1D62UREddbZKz40jOvnxAeX+PHYfNRWRcKLZ+B309NlwONwrllY+siowLJTJubPTkiv6BrWCZIAzE8olDg/n+c+QKGdvuWUTh2Xr8fpGp05NQqcfsZXPMMBYGB06dOsWf//xnpk4d/kvOeOET826zWexYe22ERYcgV8rp7eijv9s6qskCGp16xCmmDQ+tIiopAmuvjUlzMiQxR4ZgPUERJpoqW5HJBEKjQwi6pBrTUNZC3YVGYtOisFrsFB0qZf0DKwcrhubGTv769adob+hEpVGy/jMrWXbrgsH7i6JI6fEKmipaiU6JJHdR9rgTcZcjKNw04vawKdTIbd/aMuJ9V9w+YGrc120d8Ju7xANKEAQ2PriSV36zA6fdxZwN+WTmX3SJ1xo0RKdEUnaiku62XiLiwwi/ZHLW4/LgdnrQm3SoNCr6uvtx2d2D610tPZQcqyA43IhcIaf8VBVtdR2DUWUOq5NnfvwqTZWtwMBwyhd+f7+kUnzw5ePsfeYwoiiydOt8lt4yX/Laup1uSo5X4vf5yZ6TEeCm/0kgcVLcZbdcV92xCBjob8yekx6Q36nRqVGqlNh6bXjc3oF4tiFfss4fLGXfC8dRa1W01RWj0au59SsbA35Xf4+NtroOQmOCCRsSBn+1iUuLJDkrluoLjcgVMmatmoLOOPLrL4oivZ39KBTyaxZp5XZ56GrvIyjUgM7w8SdC9QYNy9ZPZfdb5/C4fcxalEl88vDT0P8pOr2auQs/Wv/zBNcWq9XK7bffzl/+8hd++MMfXuuH87H4xIi00OhgMvNTOb+/GFEUyZqdTvQQn6LSE5Wc2nkWrVHD8m2LRtUHTaVWjuh3pdKouPUbN7Dn6YN4PT4W3zRPIh5NoQa0Bg3mxi48Lg/xWbGSbbGqglra6ztJmhxHe10HBXsKJSKt6FApzz7xKvY+O2qdmpu/skmSpuC0uwYMbes7yZqVxuz1MwJE3NVyQb/ayGQy8kaYboSBCmjK1ERcdjdB4dKmY5lMxrZvbObQKydw2tzMXD1V8p4xhRnJXz2Vo2+cxt7nIHfJZOIyLvZU6YxatAYNPe0WZDIBfbAOvelilcPS2UdPu4WoxHAEmUBvRx+Wjr5BkdZjtrD7qYN4XF4EQWDvc0eYsnDSoMWK3+/nhZ+/ydk9RfhFkew5Gdzz/VskVd6u1h4OvXwcp8PN7DXTAnoGYeC19/vFMWt98UHoTVo2P7p6xPWopHBW37GI/S8dx6hSsOH+5QFitr/Hjs/rIzwuBLfLQ2+7JeA4HU1d/OuHr9LW0Ikp1MCtX9lIxvTk0X46HxqtQcOd39xE+Zk6lGoFOXPSR/xyJooiO/59mJO7LyCTy1izbT5zr1KqwPv0dPbz9O9209rYRUi4kW2PriBuFATV4jW55ExPwuPxERkT9In7DBuPXImetL6+PsnP1Wo1avXwQv+zn/0sGzZsYOXKlRMibawgk8m49Rs3MGXhQPRSzoIsycWqrc7Mcz95ld6OPvw+P52N3Tz8y7uvWsUpcVIc9/5g27BrMalRXP+5dRx44SgavZqND62WbImZwo2oNEra6ztxWJ0BfXN1FxqxWWyk5iZRV9JI9fl6iUjb/e8D7P73QWRyGReOlKEz6STbiw1lzZIQ8pV3LJacF1EUaas14/P6iE2P/sR9CGr1mhF970KigrluyLDD+wiCwHWPriF3UTZej4+U3ETJ66YP0nHjF9ez4297EX1+Vt21ROJlFhoTQlxmDBVnqhEQSMtLktib+L0+/D4RhVKBTC7gcXvx+/yD6z3tFkpPVhIUYUKhUlB9vo62GjOJ722T+Xx+nvvpa5SfHjh+5ZlaPvvreyRN9w1lzbz6u7fp6+pn9rrprLpzccDra7PYsXT2Ex4fOi6HIwRBYPGNs5m7fhqCTDbsBG9WfgoR8aE0lLWgNWqHDXUvPFxOY1Ub8elRtFSbObHz3LAize30UFvchFqnImlS7BX9jDEG65m5YuQvIe/TXGPm6NvnUSjkOG0udj13jKnzM9BdxcprweFKqktbiIoLprmukyPvFrH1wWWjcuywyPEziPVpQBSFUQtGf/84CQnSYaDHHnuM733vewG3f+655ygoKODUqVOj8vuvNeNKpA3aXJgt5C2bEmBkq9Gpmbl6eL+ezuZu+rr6ScyKxdLZT3u9GbfTLYmPqi9touZ8PaExweQuyr6qYmTWmmnMGjKM8D6T52Wy7v7lFOwpIiI+jI0PS6sG4XGhKFRKmipaEARB4mUF0FjeglKtIDYtmtriRswNnYNroijy2m93UFtYj96kY9e/DpCYHU/WzIsTW+/+az8Hnj+K3+dnxqo8bvqvjZJz02O2UHigBIVSzvQVuSNafXwSkclkpOUlj7ieMz9r0Cpm6MV6IDZqC2d2FYEoMn1lrsTINzQmhLkbZ3D09VN4PTBnvdSnTGfUojfq6GjqQqaQYQzWow++uFXq6HfQXt9BaHQIepOW9voOOpu6BkWaKIq89n87qS1sQB+kY88zh0menEDWrIuvfW1RA8/97HUsXVYSsmK58ztbAnrjetottNS0Ex4bItlOHmtcLo0kJiWSz/zoVupLmgiJCiZtyJQxgFKlQCYI2PudA9O8wwyBuBxu/v3j1ygvqEWpUrDilnmsuHX+qD6P/wS/T0T0iyiUMnxeGf73EkgmmGC80NjYiMl0UYwPV0VrbGzki1/8Iu+++y4azSej9WPMirThmj9f+7+3Of3OORQKOZVnawmOMA27fTMccRkxgxN+MplA/uo8yYd2fUkjf//2s/SaLai0KjY+tDogp/BaIZPJWH7bIpbftmjY9dnrp+O0OakprCdhUhwLh0wYZuanUXW2ltoLjRjDDIOVFhg4z33dVnRG7YALelUbjn7H4HpfVz+HXzmJIAho9BoKdp1n3qZ8ErIGjuGwOnjyseepLaxHEATKTlZy7w+3DYo4URQ5uaOAE9sLMIUbWf+ZFQFedW6XB3N9B6Yw4ycu3B0CxdmlBIWbWL5twbBrgiCw4YGVAzFfokhMWpTkWFqDhpu+vIGd/9iH1+Njxe0LJduxOpOWxElxFB0uo7u1h7j06IAWgP5uK1qjhpCoIJqqWgNyXw+8dJz2hk4iE8OpPFPDuX3FLN5y8f3VUt3Ok4+/SEdjF6ZwI9u+fr1E4MPA5HJlQS1qnZqsWWljdls1Mj6MyCFpHZeSvzKX6sIG6kqbSZuayLKb5gTcpq6kifIzNYTHhtLfY+XoWwUs2jwL1TXOpIxLi2TGkkmcPVSOXC5j8aYZGK6yjcSMhRmUnq2ntaGLuORwFlzl7dYJrh5XYrvTZDJJRNpwnDlzBrPZTH7+xUEkn8/HwYMH+b//+z9cLhdy+fhKrRl1keb1evne977H008/TVtbGzExMdxzzz38z//8z0eqTD37xCvc+a1bJE3UzZWX2FyUNNHZ3P2hRVpIZBD3fP9Wig6VotGrmbV2muSCV32+nl6zheScBFqq2yg5Vi4RaW6nm73PHqapvIW0aSksvmnumIkoUigVlxVxS2+ZjyFET1dLD6lTE8mYcbE5XiaTMXdjPrv+dYCmqjaSpySQPj3l4rpchlwuw213Xfz/Jc+7rdZMc0UrMalRuB1uagobsHT2D/bc1RU38vrvd+JxeXCd82Dvd/DIL+8ZPPfWXhv/evwF6oubMITo2fq1wIt8+akqGkqbiUwKZ+qQ8PlPOoIgXDbvMnNmGpkzh/epkslk3PLf15M8ZSCqaNqyHIkIFgSB+dfN5J0n99Nc1UrKlETSpyUPeyzRL4IgBJz7osOltNUObLE2lrdw6p3zktfP3u/gn997kZrCAR+8RTfOZtNDqyTH8Pv9VJ2tw97vIC0v+Zo1tX8QepOWu797IzaLA51RM+zfv1qrQqlS0N9rw2lzYwozIpMHvl/dLg+7njlCeUEdCZkxrL97saRfcbSRy2Xc+PAK5q/LQ66QExl/9SczQ8KNPPitjaM6ODDB2ORKbHd+GFasWEFRUZHkZ/feey+TJk3i61//+rgTaHAFRNpPf/pT/vjHP/Lkk0+Sk5PD6dOnuffeewkKCuKLX/zihz7Oub3FpE85zco7Fg/+LHtuJgdeOErdhUbC4kIkFaEPQ0xq1IgROqHRwSjVSlqq23E53EQlSbcMD7x4jJ1/34tCIaf0RCU6k5Y56y96eomiSGN5C9YeK0k5CSN6uV0L5Aq55LEOZcXti0jOScBmsZM2LVmSCmAI1rP2vuXs/PtefD4/C2+YLTmHwZFBGEL0tNaaQRSJz4pFf8k3dEtHH7Y+B4mT4uhp66GzqVvinl54oITyU9VEJYZjbuxk33OHJRf5kmPlPPXDl7H12lDr1Di/5GTOhovfkqy9Nl7//U7qLjSSkZ/KdY+uCZjANTd20tPWS2x6NMaQT56NxeUwhhhYefvw4h0GBHxidjy2PjupuYkBiRBLt86nra4DS2c/WTNTmbZssmRdo9MgyAT6uqz4/WLAdGF9SRO1RQ3EpkbR12WlYM8F1ty9RFLF3v30YfY8cxiPy0Py5Hju++GtAY/DYXXSWmsmKMxIWOzoDfx8VGQy2WVFZFJ2HMu2zuXY9nOYQvRc9+DyYa2ETu++wN4XT6LWKmmsaEVv0rL+7sXDHHH0kMlkxA4T+j4SPp+fo+8UUlPcTGxKBEs2Tv/YFUGVWklM4sjVygkm+DgYjUamTJH2k+r1esLCwgJ+Pl4YdZF27Ngxrr/+ejZs2ABAcnIyzz77LKdPnx729i6XC5fLNfj/9yc4RFHEYZVuvax/YCVRSRH0d1sDbC4+LlOXTGajeRXFR8uJTolkzT3Shtb2ug5kgkB8Ziy1Fxroau6WrB978zRv/eldnFYXSTkJ3PejbQGCwN7vwO/zB1yArjWCIEiqZ0OZuzGfKQsn4ff5A7YjQ6KCufXrmzn0ynEUSiUr71gkaS5PykkgLi2ahtJmFEo5s9fPkFRUZXIZggA+rx/RT0C1te5CI9YeK6m5STSUNlFZUCsRaQdfOsaJ7WcwBhs48tpJIhPCWHrLxe3DkmMVPP+/b2DtsRKTGsU9P7hFMnjhtLs4+vppLB0WsmalDxs15vP6cLs8Iw4XjGcEYWBgYSSSc+L5wv/dR1/XQO7r0Kb7WWvzBno5CxuYPCeDpVul/Vf6IB0avZrOlh5cdhcJWbHILxEtPp+fk2+fRaFUEPlehbz6fD15Sy6KQUtnP09+/2WaKlrQB+m46UvryRnmdRLf67O6lhVuQRBYddtCFt8wG7lCNqLXo6XLis/rIzIhmsaKVnrNfcPe7lpScLCcN/91BESRwhPVyGQCK24cfoJ9ggkuRWT0kgJGz/VufDLqIm3hwoX88Y9/pKKigszMTM6fP8/hw4dHdPt94oknePzxxwN+Hh4fGhAho1Irmbdp5ABjl8NF8ZFyfD4/OfOzPlIDu0wmY+ktCyQX+EtJn55C4cESai80og/SkTQkdubwyyfwurzEpERSW1RP+alqyRDDybfP8vZfdw9Uo26cw6o7lwRsHXk9XgSZMCZLspcTllmz0smalT7sWkhkEPc9cRvlJ6vQGrWSiy8MiOMLh0upLqwnOiVCUjkFBoSBemAowu8XAxrTLZ39CIKM8PhQ+oqsWHvtkvWjb5zC0tlHXFoUjeUtFB0sldiX7Pz7XvY9fxTRL3JmdxH3/2gbKbkXm8ZrLzTw0q+2Y+2xMm1ZDtc9siYgN7LyTA22PgcZM1I+kZW6y+W+6oxa7vzOFtxODyqNMuA9nZAVy/r7l3P41ZPoTFo2Pbxa0pMmkwmYQg10tfQgiiJqrUpSiQUoPlpObVEDMamRtNV3cvi1UwEiraWmnVd+t5OedgszVuay9u4l17T37YOSJTKnJ3HinfPUl7WgN2rJnj1ytFJLrZnjOwtBEFiwfhpRV6kS1dnWi8ftISUrlsaqdtoauz/4ThNMMMbYv3//tX4IH4tRF2lf//rXsVgsTJo0Cblcjs/n40c/+hHbtg1vP/HNb36T//qv/xr8f19fHwkJCdz/49tJyv7wQcl+v5/nfvo65/YWgQiT5qRz749uGzXLgDkbZgx4mTV0Ep8Vy6TZUlGiC9LiqnLT19WPXCFHo7v4IW3rs7Pjr7uxW+woVUr2P3eE3IXZg9uGoihy8KXjHHzxKCqNius+u3bYmCW3041CpRh3FhjhsaGEb5497JrOqOXeH26jq7UHY4gerUEqBmaumYatz0HV2VriM2NYfLM0DHzq4smUHC2nrriRsNgQsudKz5vWoMXv82Oz2BFkQsDFs+pcHVq9hqikcOqKm2ipbpeItDf/uIvmihZMoQYOv3qKjBmpkrixXf8+yJ6nD+F2eEieksD9P5ZWUHs7+tj//FGsvTZmrMyV5Ia+j9vpHjDFDdKNy347QQg8r5euLbh+FvOvmznscxMEgc2fX8frv99JX7eNeRtnBFT25EoFgkzAaXPh9/oCjGgB3vrLHqrO12MI1rP/hWMkTYplyvwsyW2cNheFh8vweX1MmZ91TXvf0nITuf+xLTRVtRMeF0L6MNOkALZ+B8/8cgfNVe0A1Je18MiPb5F8vlwpEjOi0Bu11JW3oNKoSJv80dpLJvj0MhYSBz4pjLpIe/7553nqqad45plnyMnJ4dy5c3zpS18iNjaWu+++O+D2IxnShX/EyJHutl7KT1UREhn0nmdU/UBD82Wcyj8KgiBc1hR10yNrePmXb9LXZWXJzfPIvuRi7PP48Hn9qDRKlBoV9n4HHrd3cL25qo13/rkXv9dPd5uFV3+7g7S/PTLYt+P1eHnzD+9yfn8xQRFGbv7q9YOu9e/j9XixdPZjDDWMOy8ruUJOZMLwppZyhZzl2xayfNvCYddz5mfxwM/upL3OTFxGDLFp0ib7FbcvpKO5i+6WHmaszGX6kNio1KlJNJa3UHuhEVOYkZhU6Ra6w+pEpVFiCDHQ12PD7biYKOD3+zm54ywKhZzIjIHM1prz9YPvE1EUeemXb3L+QCkyuUDF6Woe+eXdkp6+8lNVvPKbHTisTmaszGXTI2skFSBRFKkpbBixZ2y8cDnxmZgVy+d+c++IZsp5S7IpP11N5dk64jNjWHl74Huhr9uGRqcmNCqIxopWHP3SVgm/389zP3+TwsNliCKc3VvMfT/YOmKCyNUgITOGhMyYy96mt6Of7nYL0cnh+H0iXW29WLr60eiufDVtcn4Kt31hNU3VZiLiQsibN3y1fIIJhuIXBfyjNDgwWscZr4y6SPva177GN77xDW699VYAcnNzqa+v54knnhhWpI0WepMWQ5AOc2MnMpkMU7gx4Juy0+6i7kIDap2a5JyEUa1aJGXH86U/PYTX7Q3wYzKGGph//UwOvngcT5+D6SumSJzpnVYnbqeHsOgQ7P0OnDYnHpdn8DjFR8o59MoJ9CYttUUNbP/Tuzz084vn0tLZx9M/epnmilbC40K5/X+2BNhcdLX20N3aQ0xq1Li90I/E5WKDopMj+fxv78Npd6EzagNe8/WfWUFQmJHezn4mzUoLmBZevGUub/3pXdrrO0iblizZ1hUEgaBwI53N3cNu1fm8Ppor2wiOMBISFUR9afNAUPwlFdQ3/rgLc2MXxhA9R147xaTZGZIq7YEXj7Hzn/tx2VwkTY4PqNS5nW6Ov1WApbOPzPw0icfZeEIYZnL0fTQ6NXd8+wb6u21ojZphv4TM2zCd7X/bR2NlKwlZMWTMkPZY9pj7qCqsJyQyCKVaQX15y0CKx5Dho47mbg69egqX082ctdNInfLhq/lXgrCoICLjw6gvawEgbUoCIVfJuFUQBCbnpzA5f+R+1QkmmODKMuoizW63B3wblsvl+P1X1jhRa9By81evY+c/9uLz+llx2yKJu7vT7uLJx56n4lQ1So2SFbcvYtWdS0b1MchksmENMwVBYO29y8ldNBmf10d8Royk7ywxO46smemUHq9AoZKz8Ma56IMuCimn3YXP6yMozIjT5sRqkfZdndxxlrITVUTEhVJb1MChl0+w5csXcwfLT1fz3E9epa+rn5iU95rn4y5+E/d5fRQdKqW/x0bWrLQRq1rjFblCPuK0rUanZsVlph/nbconYVIstl4bidnxkjghQRC44Qvree13b2Pp6mf+dTNJu8TCQqFUkD49hVM7z2Lp6CcyKVwizkVRxGV3oVIr0Bo09PfY8Lg8kvVjb5wGEeIyoqkvGRicuNTE+Z1/7mfvc0fwe/2c2nmOe3+4jZRLhIXNYmf7X3bTVNFK1qx0Vt+9JKD5XxRFbBY7WqN2zHqYyWQygsJH9tCbvymf2NQo+ntsJE+OCxhw0Zu0mEIMtNaaEWQygiONAaa8Pq+P537+FtXvef7VFDbw6M/vGNX834+KRq/mjq9t5My+EgQBZq7I+cBKubm5m+baDiJjQ4hLHb3hqrGGpddGRUkLOp2aSbnxY/a9+2lkYrtz9Bh1kbZp0yZ+9KMfkZiYSE5ODmfPnuWXv/wl991338c+9qDNRa+NpMnxARfejBmpEg+wS6ktaqDiVDURCWH0dfVz9LWTLNk6X/KB5/f73zP31I76lqEgCAFblO+j0qi463s3U32uDqVaKbnQA0yanU5yTgINZU3oDFoW3iA10fT5/CCKKDVKEMDr9UnWj71xasCCIi2ahrImzu8vkQiTnf/Yy75nDuNxe4lOieSBn90pmYA0N3ay//mjuB1u5m7KJ31a4Ddrl8OFIAiXdXUfr4z0usFAY/znfjfw3h6uEnTjl9YTnxmDo9/JlIVZkvMqk8lYdssCdvx1D12tvWTPSSfjkoB3QRAwhRtpq++gp12G8j0xdylV5+pQa1VEJUVQX9JEc2WrRKTtfe4IR14/hdagpbmyldCYYOZtvDgda+uz8/z/vkldcSORCeHc8rVNg9mg7+Pz+els6kJr0IxZs2FBECTPeyganZqtX97Au88cxu/xseSmOYREScWXzeKgo7mb0JhgtHoNHY1ddLX2Bog0URQ5f6iM1toOYlIiyFs06Yr2EobHBLPmtg+XWlBf0cpTv9hBV5sFU6iBWz63iuxPYCWsz2Lnb7/bTWNdJwqFnGVrc1l/Q/4H33GCCcYZoy7Sfve73/Gd73yHRx99FLPZTGxsLA899BDf/e53P/axj791hjf/+C5Oq3NEm4uRUGtVKNQK+rusOKxOgiJMyBUXv3k5rA6e++lrVJ+rIyQyiFu+ccNlL86jjVqrZvK8rGHXgsJNPPDTO6gvacIUZhh0+3+fGStzuXC4lPb6DqJTopi7Ufphpdaq8Pv9OPod71X7pAL0/L5iVBoVsenR1Jc2U3ehcVBM+Lw+nn3iVarP1oIANUX1fO639xEafdGr6shrJ9nz9EEEmYy19y0PiLdy2JzUnK9HrVORlpc8LpvjL8flno9Wr7lscsWCzbNIyU3A3u8kcVJsgMi9/tE1vPLbt7F09LHoxtkB25lJk+OpL2mivqQJfZCO6GTpNnd3aw9yhXxgMOJCA32d/ZL1UzvPU3ighOCoICoKatj/4jFuvqQK63F7ef5/36DkWAVqnZrrH13NtCG9maIo0tHYhdfjIzolYswOtiTnxPPgj24dcd0QoiMxK5biYxV0ixbi0qOISgysKhfsK+Gl3+3EaXeh0anxenzMHCbr81pQcqqWzlYLyVkxNFS2cf5IxTUVab1dVro7+omKD0E/ijmhtZXtNNZ1kpAYTneXlTPHqlizadoVs19pbOzirbfOYbe5WLgoizlzxmdbwdXiSiQOfFoZdZFmNBr59a9/PaLlxofF3NCJaYq09+LQy8fxujwj2lxcjpTcRJbftpBjb5wmOsLI5s+vl2w5nt1zgfP7iwmJCqa+tJk9Tx3k7sdvGfKYOgZ7ii6N37kaGIL15MwfXsRFJoTzyK/uoaOxi9CYYEyh0mrH8tsW0d7QSVdLN1OX5pA/5JxFJobTVmfG4/aiNWgIjrh43m0WO51NXYTFhqA1aGhv6KS7tXdQpHU2d7Hz73txO934fSLb/7SLrFlpg4/BYXPyz+88R8WZalRqJcu2LWTtvcslv7/0RCUlx8oxhRlZeMPsgAlPURRxOdyoNMoxKwA+DkOHHS4lPjOWz//uPvx+cdjtnHX3L8cQrKe7vZfJczIC/O5yFmRRfqpqMJNyaK+W2+lBFAf8zHrbLbjsbsl6xZkazu69QHCkCUtHP+/88wBTF0tzbQ+8eJw9zx7G5/UzfXkON35hfcBjdTnc9JothEQFjdlqq0wm45b/2sDp3Yl43F7yFk0adgK0obwFp91NcnY8daXNNFa0jhmRpjdpkMkEuswW/H4RQ/C1M9WuKmnh+b/sp6/HTnR8CHd+fiXhUaOzdWwM0qLVqjC3W3A63ETHxSC7Qtudfr/Iiy+coLa2A6VKwWuvnSE2NpiEhAlT3pEQxYF/o3WsTzNjNrvzb99+hgd/eCcpuRcbufVBOpor2+jrtgbYXHwQgiCw5u5lLLtlAXKFPOAbl8ftRfSLaHRqZHIZbufQi1U1z/z4FSwdfYTHhXH341uJz4z9eE9yFNGbdOhzhv9AjkqK4PO/ux97vwN9kC5A6Gz+wnrUOjU97RZmrsmTbLcaQvQk5cRTdLAUURRJyIoj6pJqjdvpweP2ojfp8Hn9eNwe3M6LfVV1FxqpLKghOimSvq5+jr91huXbFg5eqOtLm3jmxy9j6ehDEGT0tPey9avXD97faXfx8q/eouJ0NeHxYdzytesChiLMjZ20VrcTmRg+YqLEeEYQBOTDRAvBQKVu9V0j91bmr5yKKcRAR3M3CVmxAQMWeUuyObfvAm21ZkJjQ5izfvplH4s4xFrS1mfnwIvH8Hn9qLUqzuwuYvbaaSRlxw/epr2+g6efeI3O5m6ik8K5/Vs3Dpsa4Pf7LztAcDUwhuhZNsTmZShRieEoFHIaK1pRKOTDVtsArBY7b/x1Hw3lLWROT2bDPUs+0D/t4zJ7RQ5t9V1UFjaQviiLJZtGThq50pzYV0pXex8xiaE0VpspPFHD8usu//76sKSkR7H+xnyOHSwnKEjHxptnXbH3jcfjpbfXgSlIh8mkpbWlh74+xwffcYIJRoExK9K6W3q4cLhMItI2Prx60OZi0Za5EpuLD8tI3+KnLplMwZ5CmitbCYkKYuGN0g/qM7sK6WnrJXFSHPUlTRQeLJWItI6mLt7847t0t/Ywc3UeS7bOH1PbenKFfMSt4fDYUO787s3DrslkMm79+g2k5aXgcXmYtnyK5DhRyRHkLc2hYHchgiAwZ8MMSZVRo1ej0qjoNVtw2FzERpqk2Z817fR19pMyJZGOxi5qCxskv//sniJO7zyHMcxA5Zkadv37ILd/e8vgen1pE//63ot0tnQTHGHitm/eIJnA9Hq8HHntFE0VrSTnJDB3U35Alcfn9Y0oYMc7giBcNt8zKimCh39+J211HYTFhASIp4wZKUxblkPp8UqMIXrW3L1Uco4EQUCQCfh9fnxe33v/l57DY9sLqC9pIioxnOrCek69c5619y6V3KZg7wV2/fsQgkxg3b3LyF04fNV4LDBnzVS8bi/1ZS0kTYplzpqpw97u4GunOLmrCEOQlsNvniUyPpSFm65s35RGp2br51bh9/uv+XtZqZIj+kVcDg8IAgrl6G1FCoLAwuWTWbh88gff+GOiVivJy0vg8OEK+vscJCdHkJT0yRquGm38yPAzOu+/0TrOeGXMijRBJkM3ZDAgKTueL/7xQTwu74j+Rj6vD1EUR4xjGYmQyCAe+t+7aKs1ExxpkvRcAWgNGvx+ccDhXiag0Ut//+v/9zaFB0vQGjTs+OseYlKjJGKht8PCie0F+Dw+pq/MJSZl/FR8DMF6iUv/pcjlcrZ+9TpmrZmGTC4jKSdeIk6TcxJYfdcSDr96ktDYEG74/HqJSItJi8YUbqL2QgOCTBbgY+a0ufD7/ZhCjfR3W7H3SSdbLxwqw9zYScqUBOpLmjm794LkvB99/TSv/34noihydk8RCqWcORsuVhfMjZ0895PX6GjqInlKArd+fXPAQEpdcSPdrT0kTIoLaKr/JGAKM444EKBSK7ntmzfQ0diF1qAmKFzagqAzall99xLe+cd+vF4fC66bGeD9JfoGJrtlMgEQEIfsX/S0W3jjj7uwWxz4RZHXfv8OKVPiA6xiSk9WUVvcSGh0MLNWTb1m8U9yhZzFN3xwPFJvpxWZTCA8NoS60mb6e+wfeJ/R4j8VaJfm6n5clqzPo7Wxm+6OfnLyk5ixINCge7xw/eZ8UtOicLk8ZGfHYhjF/roJJrgcY1ak5a+eyrzrAiOg5HI5ct3wH87n9xez/S+78Xl9rLxj8WUjpIZDZ9QG+GS9z5Kt82mv76Clqo0ZK6dKLvQAXS096E06IuLDqC9rxnJJg7bP6+OZH79C2YlKEOHC4TIe/c29kotQd1sPRQdLUagUzFiZG9CXNZaRK+QjZn8KgsDy2xax+OZ5yOSygItH4qQ47vifLe/1pJmYv1l68ZuycBKndp6luaoVY4iBuRulr6nWqEUmE+hpsyCKYkCkUEtNO36/SPLkeGqKGmir75Cs73v+KFVn6wiLCabwQCnpeSks2Xqx0b9gdyEv/3o7VoudyPgw7v3hrZIeMqfdxcGXjmNu6CQzP5VZa6cFXOT8fj8uuxuNXj2mqqsfFrlcFjCQcClz189g8pwMfF4/wZGmgOc4d0M+1efr6WrtIWlyPPmrpJUnu9WJy+4mKMKE3+fH6XDhsLokfx+VZ2t55iev099rQ6FUYO21sXIYg2O/34/T5kKjV1/zStLU+ZmUna6hoayF0KhgJs0cuYFfFEXqy1qx9tlJnhSLIejq9pK1NXbz2pOH6DH3k784i5U35n/s8xcVF8Jnv3M9NqsTY5D2mr8eHweFQs706SNn3E4gZaInbfQYsyLtlq9d/5GyN20WG6///m36OgdimXb8ZTfp01NGrfIREhnEgz+7E7fTjUqjCrgQzVg1lXf/uZ+GsmaiUyIlfV193Vaaq9oIjw1FrVPT0dSFuaFz8CJk67Pzz+88T31JI4IgUHGmmrsfv0XyodZU0UL5qWoMIXryV039yJXCa83lHu/lsj8j4sN4+Bd301TRQkh0cEAFcu7GGbRUt1F9ro5py3ICJimTsuM5/c55aooa0OjVAVUej9ODIBPQmbR0tfUG9CIW7C7CYXWSlD2wzV16vFIi0nb/+yC7nzqEIEDRoVJ0Jq0kNsrc0MnzP3udjuZuMmakcPNXNgVUgc2NnXQ19xCbHhVQqRovXM6aIyY1kkd/dTc97RbCYoLRDAmqj04KJ3t2OucPlSIIAjNWTCEsNlhym8byVqy9NlJyEmiubqPmfAMMSZqzdPbz/C+301zdRnx6NLf810ZMYdcuS3XKvAwMIXo6mrqIS4siNmVkz7Ij28/x9tOHcdrcJE+K4Z5vbcZ4FZv+33r6KBXnG9EZNex57QzxqRFMnpH8sY+rUMoJuobxWxNcGyZ80kaP8XWlvwwuhxuXw4MhWI9CpaC/14bL7hrV3zGQUTj8NuuK2xcRkxpFf7eVjPxUSV+WMURPVEI4lWdrAYhJjZLEXrXWtNNS3UZcejQO64BdhbXHNnjha6sz84//eZaOpi4UKgUdjZ1sfGj14P1FUeT8/mLqS5uITAhn9rrp12wr6EpgCjOOaE+iM2q543+24PP6hn3OczZMR6GS017XQWx6NNOXS6fw5m6YQU1hPW31nSRkxpK3TGovYQw34vX46GrpQSaXB1TqGitaUKoVxKVHU3uhEXN9J1yyM7z7qYNUnq0lJDKIM7sKSc1NYsEl1cKK09U8+9PXsHT2E5UYzt2PbyU6+eLFXBRFSo5W0FLTTmxqFJPnZ47LatzlQtrlCjm3/vcm8lfmggBZM1MDqi4RCWGodWoayprx+0WJKfD7HHnzDMXHKgiNCuLC0QoSJxWw5s7FAbfzerx0tfZiDNF/pC+C/wnJk2JJnvTBA0ZHd5xD9InEpUZQV9pC5fl6ZizJvqKP7VJ6u6xodCrCokw0VZuxDYnVmmCCCa4NnxiRFhIVzPQVUzixvQC/z0/e0pyASb9TO89y5LWT6IN0rPvMylH1QZPJZJIKyqUolApu+58tHH7lBF63l9nrZ0gqDyFRwRhCDLRUv7c1NyUBnenixaO+pInOlh5SpiRibuyi+Ei5RKQVHSrluZ+8ir3fgVKtxO1ws2TrRfNLh83J7n8foLmyjcz8VJZsnR8gaPx+P16Pb9zlfr7PSKJUJpMF+LZdSvr0FD77m3vpbu0hOiUyYLhi9Z2LsfXaaKlqY+aaPGYM2apLn5ZMZUEtNYUNGMMMxGdJL8gOqxOZXIYxRE9vRx8uh7RSd2LnWXraLcRnxtJY3kzhwVKJSDu37wIv/PxNHFYnWoOGrV+7junLLgpNv9/PsTfPUH6qiujkSJZtW4BWP/76ZVQaFTnzRx4EmjI/kxs/t5bKs7VEJISx+MbZAbd5/9wagnV0t1sCzjWAtdfOMz97g/rSZkxhBm75rw0kT44PuN3Vxhisp62hk95OKwqVAq3+6maKzl6Wzc7nT9BU3UFcSgQZU679OZlg/DLhkzZ6fGJEmiAI3PD59UxdPBnRL5KalyS5cDdVtPDa/+3EZXfhdrqxWux88f89cNX6JMJjQ9n8uXXDroXFhHDr16/n8KsnUGsHYoou3R4MiwlBZ9TSVNGCx+0je660Abe5shV7v5PU3CQaypqpLW7kUlOG/c8dYfdTh1CpFVQW1GAIMTB73cVR+KaKFl785ZtYOvqYtmwKmx5eLTl3oijSVmvG5XATnxkz7rZaP4iwmJARfe9CooK574fbRmyoXnbrAgzBBrpbe0iZmkjmJYkBAHM35tNQ2kxLTTvxGTHkLpIKeZ1Bi+j3099jfa9SK50+rilqwN7vIGVKIrUXGqgtapCItMKDpbz++534fH4KD5bi9/vZ+OCqwXVRFDn48gmOvXmGoHAj1z+6hti0wKEVr8cLXH5b+loiCAKz1+Yxe+3IvojTl06m5HglLbVmohLDmbYkcPLv/KFSyk5VEx4XQltdJ/tfPME9j117QbLx3sW88qc99HfbmLtmKlmjsNX4UVi0biqxiWH0W+ykTIol+BpuE08wwQQXGZufyCPQ2dzFW3/aTXdbD7PWTGPhjXMkF065Qk5m/vBWA31d/dj77MSlRWPp6sdituBxeSTbl8VHy6k5X0dwVDBzN85Aqbp6VaWBYO3hp5/SpiVz4xfXc3bvBUKjg1k1xBcrKjkSjV5N3Xs9bYlDqjntDZ3I5TJi0wa25LpbeyTr2/+8i9qiBoJCDRx6+TgpuYnkLbm47XfwxWO8++R+PG4vOQsmcdu3bpCcG5vFxrl9xfj9ItOW5XzoFIjxxEhbjAqlgnmXsVXImZ/Fo7++h+62XuLSowN6t5ZunUdbfQfm+k6mL5/CrLXTJOsRcWHI5TKaKluRK+QBPZadTV24HR6ScuJprmqjtaZdsl59rp63/74PgNZaM77fvs1nf3235PkU7CkauI0Iq+5cJBHw7+P3+/G6vSjVyjG73Zo8OZ5H/vd2zA1dRCWGB8Q+AYOTpYJMhiAwYqZwV2sv7zx1iL5uKzNX5DJz5ZU1q03IiOYL/3sbPq//Q1tV9HZZaW/sIiI2hNCPGbouCALpE9WzCUYJURQQxVHqSRul44xXxpVIe/3/dnJ+fzEavYa3/rSLyMTwERvOh5KYHU/Cex5nCoWc+ZtnSQRaxZlqnvnRy/T3WFEoFdj77Ky5Z9mVeiofCUEQmLV2OrPWDm8EOX35FDwuD7VFDcSkRAZMSGbNTKPkaDm1xY2Ywgyk5CZK1q29dtQaFUHhJvp6bDhtF3v53E43+184is/rwxRqoOhgCbWb8gfFsNfj5akfvETp8UpEoOhgCZ/56R2SbdOSY+UcemWgSrjyzsUB28x+v5/utl60erUkWP6TQlRSBFFJw09HhsWG8sgv7hpx+nPedTNxOlzUFzeSPCUxIPIraXICxjAD9cVNKNWKgOxaq8WG0+4iITOGrtZees0WSVWwr9vKm3/chbXXjiAT2P7XPaRNS5ZUFtvqOnjxl2/R3dZL9twMNn92zZjdFg+NCiY0KnjE9byFkyg6XE5DeQsR8WEs2TJn2Nu98v/epfhEFUqVgqaqdsLjQkjOjhv2tqOF8BG8xJprzTz1y510tvYSEmHkti+u+VC9bxNMcDWYGBwYPcasSNv1r/1semCd5GJgbuxEH6QjIiGM+lKpzcUHYQjWc/+Pb6P0eCVqnYrcRdKm3KaKgemx1NwkWqrbqDpbKxFp9n4Hb/3pXepLmsjMT2Xd/SvGTLyNIAjMWT+DOeuHdxefuzEffZCOjsYuErPjAi7kCzbP5o0/vENzdRvJk+OZNPui8BVkAgqVAo/bi8vhRq6QSbbEulp6qCtuIjwuFJlcRn1pEx2NncSlDwixzpZuXvj5G/Sa+/D7fHS1dvPF//fA4DG8Hi8v/fJNig6WotapueEL6wNem46mLqrP1WEMNZA9N2Ncj/IPh0wmCwhOfx+lSsHqO0dOFMiYkcKd37mJuuJGQmOCmb5c6jOXmptIYlYsDWUDAw4zt8yRnD+X3YXb5cEQMmDka+93BERDvfPkfqrP1xEUbuLE9gJSpiQw65JoMVEU2f/CMU7vKiQkMohND60cUZRea4yhBu7//lY6mrowhRmHjX3y+/20N3ZhDNYTGh1EY3krPea+Ky7SPgrnj1TSWt9JQkYUTVVmzhwomxBpE0zwCWTMirQ9zxwmMiaSRVsuOv/PWDmVXf86QH3JgM1Fat5H860JCjcFVCLeJzolEq1RS11xIzAQXH0pB144ypFXTqIzadlfdZTQ6BDJYxNFkbKTVfR3W0mfnhxghnstEQSBqYtHduaeuzGf2PRo+rutJE2WmogqVUo2PrSKN36/E7fLy4Ib5pA8JWFw3RhqwBRmoK22AxCJTIyQ2Ej0mi1Ye2zEpkbisDrpbbdg73MMbvtVnKnh1M5zmEINWDos7PjLbnIWZA0KiY6mLv76jadoqzWj0qpYd/8Kll/ijyWKIkdfP03p8QoikyJYeceigIk9n9dHX1c/+mD9mK0AfRwy81MDeuHexxRm5P4f3UplQS36IF1AQHtYbAh5SyZz6p3ziKLI9GU5ktgvAHufA4VKgSnMSF9Xv6TSCgOv4TtPHkAQBJoqWxFFkQeeuE1yG6fdxbE3C7B09TFpZprki8DVRqVREpc+cl6qTCZj6oIsDr12moayFqKTI0gaQQA5bS7eeeYojZVtZE5PYvlNc0bVWX8kBradwd7nBFFErf3kva8nGL/43/s3Wsf6NDNmRZrf46O7vVfys1V3LSEmNQprj42M/FTCY0OHv/N/QPacDLZ+9ToqztQQHhfKoiHbIL1mC4JMIDIxnJqihoAq3r7njrDz73txOdzEpUVz/09uD2hG72rtwev2EpkYPub6eoZmOl5K3pIcMvNT8bi8GEMNkseuM2q59Rs3sO/Zw4h+kSW3zJeIvNi0aOIyYqgrHuiXm75iCoZLqhd+nx/RLyJXyJHJZQE9QlVna2mr6yBpcjzt9Z0U7C6UiLSiQ6W89vud+H0+ig6X4ff5JAMa/T1WnnniVRpKmgmLDeG2b90gmZ6EAQuUpopWIpPCJZmTnxSCwk3MXD18w71MJmPLF9czbWkOoiiSlpcUEJs1b2M+rbVmmqtbicuIYfKQwZX+ngG7m4RJcXQ2ddE1pOcR4O1/7OfgSyfwiyIFey5w3w9uCZiqFEWRlhozALGpkdf0b2T9PYuJTY3E3u9kUn4KoSMEgx947TQHXj2FWquivqwZU4ieuZcZbhgt5q7Mob6ilaZqM1kzklmw7sr/zgkm+LBM9KSNHmNWpBlC9aRPkzp0y2Syy1aErL02zu4pwuf1kbdsCiGRw3+wDocgCMxYOZUZK4fP4Zs8P4sLh8uoK24iJCoooCJxauc5ZIJA4qQ4GsqaqTpbKxFpB186xq5/H8Dn8TFzzTQ2f35dwLadrc+OTC4bkxYKWoMW7QjzAClTEkn50W3DrumMWu75wa0UHSxBqVYybfkUyfPOzE9l6pLJlJ6oRGvUsvLOJZJ1U5gRlUZJe30njn6HxF8OoLO5B7fDTXJOPC3V7bRUSxvnT79znpKj5YTFhlJ7oZH9zx/l1q9vHlyvLWrgycdfoKfNginUwC1fv15ipeL3+zn2xhnqihuJy4hm4Q2zAyYgRVHE4/KM6ab6yzEwcDN8JQ5g2rIcIhLD6DX3kZAViylU+kZIm5pEbFo0jeXNqNRKZq4O/BuqOV+P1qAhMjGM+pImWqrbJSJNFEXe+sseju04C8DcddPZ9OCKa3Y+FUoFM1d88LBAZ0sPMrmM6KRw6kqb6enouwqPbsB78b5vbsJhdaE1XPt0haG43V6USvm4/HuYYIKxxJgVabd/ews58z98yLLP6+PpH71MybEK8IucP1DCQz+/a8SMz49K3pIcDMF62us7iM+MDag8hcUE01zZSkdjJyqNUtLrYuuzs/eZw3icA9OkJ3YUkL86b7BqI4oiu586yOFXTiBXyNnw4EryV0m/GYuiiLXXhlqrGjO9cB+WkMggFt80b9g1lUbFHd+5ibZaM1qjNqD6mD03g3X3LadgdxFhcSFsfHi1ZD05Jx5TuJG64iaUKgWT5kirPF6PD1EEtUaJTBj4/6WUHKugu6WXlNwE6kqaKDxYKhFpp3ae59Xf7sDn83Fml4AgCJJUA3u/gxd/8Ra1hfXEpEex9avXBXw5sFnstNWaCY0JJuQyTe1jmbi0aOLSht8iDIkK4v4f3UrVuToMwXomzQ6csE6ekkBTZRt1xU0YQw3EpkqrmZ0tPZzYeQ7lewL45M5zzN0wncgh06y95j7OHypFJpcxfenkgHzPq82k/BRKTlVTX9aCKdRA2pChnCuJTCZDbxpb8XFul4dXnz5GeVEzkTFB3HT3QsKjrlyKRmdHH263j6jooIAK8ATXDlEU8E9U0kaFMSvS0oZU0T6IHrOF+pImwmNDUCgVNFe20l7fMarbV2l5yaTlJQ+7dt2jaxBFka6WHmaumRYgFhDeyzMbZlalpbqNfc8eBsDeZ2f7n3cxeV7mYH6n1+Pl5V9v58LhUvQmHTf916aArEy3y0N3aw9B4cZxlfsJA1WL+Mzhe35kMhnLb1vE8tsWDbueOjWJex7fSs35ekKig5m+Qto4P33FFAoPltBWayYiMZz5Q/JgDSF6ZHKBjqZuRL8YECNkru/A4/KQkptIfUkTzVVtkvXjbxVQsLuQoHAjFw6XE5V4jM2fWzu43tXSzT8fe4HWWjNBYUZu/fpmMmZIX7vWmnaqz9cTFGEkZ37WmKuKfBhCo4OZPcQ+5FI23L+M4AgTvWYLk2ank5yTIFmXyQZyXT3u9/3a5AEXXafdxb9+/Cq1RQ0AlJ2q5r7Hb76m6Rozlk1GZ9LS2dxDfHoUKTmX/7w5e6iMC8erCA43svSGWVc1+ulqcOZYNScPVmAwaSkramL3W+e49f7A1IfR4Mihct7efg6Px0fetES2bpuH4hOUtDLBBDCGRdpHxRCsJyQyiMbyZgRBICIhPKCiYe21UX6qCrVOTfacjFH9cI9MjOCBn9457JrepGPVnUt45x/78Hp8zN2YT8IlXmZetxef14chSI9MJuD1+CQVn9LjlZzcUYAhWE9bnZntf9nNF//fA4PrfV39/OvxF2iubCU4MojbvnUjCVnSSl9nSzcdjV1Ep0R+pG3g8cDlxHN4bCgP/+IuzA2dhEYHB2Rjztkwg46mLspPVTN5XiZLL0lqAEiYFIvGoKGmqAG1VkXKFGmlxGlzIvpFgiJMWDr7cVgdkvVz+0toKGsmLj2alup2jr55WiLSWmva+du3nqWzpRulWsn6+5ez7NYFkmPUFNZTeLAEnVHL/OtnXfPq0X+CRq9hxbYFI66HxQSz4tb57H3hOADLbp5LaHSw5Dbmhi6aq9qISgrH6/ZRX9pMb0dfQPXV6/Fy/mAZtj4HWfkpRCWGj/rzeR9BEMiemQozP/i2NcVNvPLHPTisLvw+P1aLg21fWvvBd7wC2KxO6srbMJi0JKaPXv+f0+HG7xcJCtVj7Xdi63d88J3+A9wuL7vfvYDb5UNvUFNwpo5Zc9LJyBx5IGSCq8eEBcfo8YkRaRqdmm3fvIG9zx7G5/WxaMtciXGorc/O37/1DDWF9ciVcpbcPI/rHr16H5ALNs9m8rxMvB4f4XGhkg/F+MxYpi7J4fz+YuQKGQtunCMxhPW4vfi9frQGDfY+e0Am6ZldhVSeqSEyIZzmylYOvnSc27+9ZXC9+nwdT//wZXrNFiISwrj78VskIeF+v5+iQ6VYOvpIn54iWfskoDfpAsTV+2h0am768sYR75u3dMDUt6milajkCPKHxEJNXZzN2b0XaCpvJSQqKKCnUalSIAgCTpsLv9+PWiOdwqs+X09ncxdJOQm01ZopPFgqEWnmxk6e+uHLdLb0IAjQUtPOPY/fIjlGXXETB14aEDdLbppL8gdUc8YqS26aO5itOrTvDSA4woQp1EB7fSeiKBKXHj2sYN355EEOvHwSr9dHdFI4n/nB1hETJa4mHS092PocJGXF0NHcQ9OQ/smrhbXPwT9/sZO6ynY0OhVrb57FwjW5H3zHD0HOtEROHa6kqa4TY5CW2Ys+fMvKR0IAmUzA7/fj8/kRBAGZ7NN9MR9LTEx3jh7jSqSJokjFmRpsvTZS85IIjpBWhOIzY7nrsa3D3re+pGmg+Ts9mr6ufgp2F7Hm3mUSQ1u3y0Pne/5JV6JaMVI/klwh59avb2b+9bNQKOUBW3+TZqeTOTON6sI6tHoNyy6ZboSB8yIy4GmGICD6Rcn6qZ3n6GruJiErlvqyZs7tK5YIsf3PHeHtv+3F7fQQHhfC/U/cLlm3dPax//kjWHvt5K+aOmwygt9/cUrzk4QgCExbNoVpy4ZvIo/PjOXhX9xFa007kQnhRA6p2uSvnkrl2RrqiptIzU1i6S3SSl1QhBGVVkVbrRmnzUlEgrQHq62ug+62XpJz4ultH9jS93q8g8MLtj47z/30NdrqOoCBytznf3cvetPFbbSu1h7e/vs+etotzFw1lbkbZ4zZhu7hxNngWpiBW76ykcOvn0aukLHs5nkBMVqiKFJ4uBy1Xk1sTDCN5S3Ul7aMKNIGEwiuwvlIyIgmJNJEXVkrcoWMOdOTr/jvHI7KC03UVrQRmxxOV7uFo7uKWbB6yqicg8iYYB78yhqa6joJDTcSmxj2wXf6D1CpFKzbMI03Xz+Dx+Nn7rx0klPGpjffBBN8HMaVSNv//NEBmwu7i7jMGD7zkzs+9NadIViPRq+mo6kbl8NN4uQ4lJd4ZvX3WPn391+koaQJU5iRW76+ecQttCuBXCEfsdqjM2q578fbaKpoxRCsDzAKnbEyl+IjZTRVthKTEhlgH6LRqwcHD2SCgGpINef8gRJkMoHknHjqipuoPl8/KNJEUeTFX7xB4YESBEGg4nQVD//iHkl4/YUjZbz1p3fxun0sv20h86+TJh74fD4ay1qQyWXEZ8aMy56ry3G57E+9Sce9P7gVa48NnUkbMBmaMz+LdfevoPBACREJYaz/zArJenRSBCHRwdQXNwEi01fkSo7R19mPpaufyMRwREQsnX30dVklIu3137/D+QMlqLQqWqrbCI8PJeOSnkaf18eBl45TcaaWuPQoVt2xCM0YnDAGSM9LIv0y/oiCIBCVFE7RkXLcDjdao5bgESKTio5W8M5ThxFFkdW3LSBvSK7qaBObHMFd/72R8rP1GIN15C8beVL9SqLRqVEo5Vi6rTjtbgzJ2lEVqcGhBoIvI7ZHi5mzU8nKjsHt8hIaZhizXzw+jYiiDFEcnc/50TrOeGXMijSXwwVDPltP7ihAECAhK5bG8haqCmpGjEoaSkJWLBsfWs2hV46jD9Kx6ZE1ErFwbl8xFaeqiUwIw9zQyb7nDgeItIayZtrrzMRlxFz1LUG1Vj2iaAyOCOKhn99FZ3M3QREmyQUaYMnN82ipbqOt1szUpZMDDH2jkiOoLaqntaYdlVZJyCUXNZ/XR3NFK0HhJkKigqgvbaajqWtQpDlsTl777Q6623pRqhTs+Mtu0vKSB4Wk3+/n5V9t58y75xEEmH/9LDY9skbygdrZ3EXhgRKUGhUzV08dd4MPH4RMJgvI7Lx0bdkt81k2pML2PpGJ4dzx7S2DPWkLhkR+hcWFEp8ZS+WZGgAyZ6YSFisVjO31HeiDdYTHhdJQ2oxliE1EwZ4idvxtLzK5jPJTVSiUctbdt1xym67WHk6+fQ5RFJm5ampAxXAssfmRVWgNGno7+pi5MnfYZv7+Hhuv/WkPli4rggCv/3kPSdlxBIcP/zqNFklZsSRlXdtkgKyp8SzZkEfBoQqSMqLYePvwk9fjAaNRC1f2JZtggmvKmBVpf/vWM3zmB3dKDGuDo0w0V7XR2dKDUqNE/xG2JAVBYP71s5h//awR1rk4gSmKCEOaFYuPlvPcT16lr6ufkOhg7vzuzQGiSRRFRFG8JpUilUY1onAMiQrm4V/cjcPqRGcM/Na84YGVCIJAR2MXeUsmM/kS6xOFUkHa9BRO7TyHpaOPyKRwYtMuVtHcDjcuhxtjiAG1VklvZz8Oq3Nwvb2ug7N7itAaNPi9Pk68fZYFN8wZrDz191j5x3eeo7GsGUEmo/pcLXc/fovkMZ58+yzH3zqDMczA+vtXBFQSfT4/Xc3d6EzacdlU/0Gk5SWRNkL1SKVWcuf/3Mi5fcXAgKfZ0FSFvGVT2PvsYRpKm4lKDA+YrOxus+B1e0nOSaCpopX2+k7Jutvl4ekfv0r1+ToASk9U8sgv7gpIdug1W2iuaic0JpiYFKnFxtUkLDqY27626bK3sVuduOxugsONCIKArd+Ow+q84iLtP6GlvpPjuwde3/mrpxCd8PG2EGUyGetvmcOqG/KRK2SfuMr2BNce8b1/o3WsTzNjVqTVFtZzcsdZyfbPdY+uxe8T6W7tZebavFGNlpm2bApFh0upL24iKjkyoO+r8GAJfd1WknMSqClqoPR4pUSktda28/Kv3qKnrZf81XmsuXcZcvnY6c8a8FQaftw/KNzEtm/cMOJ9t3xpA/EZMdj7neQumkR43MWLhCnMyLTlUzj+5hn6e61MWZhNXMZFsahQKZArZLjsAxNtGoMGperi266lup22GjMJmbHY+uxUn6/H3mcfDFqvL2nitd/vxO1w43Z6sFkcfPbX9wyKOLfTzbM/fZ2yE1XojBq2fGkDk+dlSh5/Z0s31WfrMIYZyJ6T8YnbFjGFGVl809wR19fctZiYlEhsvTYy81MDDIFTcxMxhRmpL2lCpVUF/F31mvtor+8gMjECuVxGR1M3Xa09EpHWXt/Jk4+/RFt9B8YQPTd9aQO5C69Q0/goEB4bQvasVM4eLAUR8hZmERk/fIKJKIqUnamloaKNiLgQpi26ejYpdquTZ3+3a2DIQBCoK2/l0cdvRKP9+F6Jl/4dTvCf09lt5XRhPXK5jDnTkjEZP1k7Af8JE9Odo8eY/SsdWskCiEmJ4pFf3jNQ6RrhQmvvdyD6/YMX+Q+LIVjPZ564na6WHoyhhgBBExRuRPT76WzqRiaXYRjib/TWH9+l4nQNxmA9e54+REJWnCQovKu1h8OvnsDtcDN73XSSJkurGWMZrUHL0luGt08QBIHNn1vHlAWT8Hl9pE9PQam6WMkJjwtl1Z1L2PfcYQRBYM29yyVbf6HRwRjDDDRVtSH6/aTmJUv6oXo7+rBZ7CRmxdLTbqGruRu/zz84oFB6vJLzey8QEhVET3svO/+xTyLSOpu7+cs3nr4k+3M5y4dYXJzbd4HioxWERAWxZOu8YcWs1+NFrhifDupyhZzpy3JGXM+YkcLdj91EQ1kL4XGhTFkgFVfBEUbC40KpK24CICEzJsAeo/hYBS017SROiqWpqp1T75wPEGn2fgfv/vsgzdXtZM9OZ8mWOdds0EQul3HzF9cybXE2ougnc3rKiI+l7Ewtz/xyBzaLHaVaicPmYsH6aVflcfZ2WekyW4hKCEUUoavNgqXLimYEQTnB1cXucPPX545Q2zhQfS6tauPRu5agmDDWnWCUGLMiLTEnnlkjmGOOdKE8saOAnX/bg98vsuTmeSzbtvAjXVSVKmVAruP7LL5pHj3tFuqLG8lbPoW5m6TGSJaOfrR6NaExwTSUt2Dvsw+u+bw+nn3iFSpOVYMAFaerefQ390mGHjpbujm7pwi5Qs6stdMkFhxjHblCTtas4auagiCwZOt8Zq2bjiAQ0G8WER/GrV/fzNE3TqPRqVhx+2LJxTI5J574jBgaylqQK+QsXpMnWb842SoDAidbB7I/zSRNjqO9vpMzu85LRFrVuTpe+MWb2C32weGKrV+9bnDd5/Wx/S97OLuniODIILZ8eaCqeCket5fWmnb0Ji1ho5gnezW5nNecSqPi9m/dyPG3zuD3i8xeOy1AyGr0amRyGZbOfnweL/qgwGrCnmePcOClE6i0KuqKmzCFGpi5KjBCShRFXHY3ap3qiopilVpJztwPrsY3VLRh7bWTMjmOxqo2qgsbrppIC400ERUXSl1ZKyIiaTlxhESMvS3ZTyvtnX20mi3ERQXj9vpoaO6mt89O+Dj6/L4SDLQNjd6xPs2MWZH2mZ/cQUT0h++96O+x8vZfd2PvcyJXytnzzGFyFkwK6F/6TzEE6yXeY0OZuymft/60i8byFuIzY8i8RLTY+uy013UQFhuCzqilrb6DrubuQZFm73fw5GPPU1/chCBA+ekqHvzpnRIx0lTRQsmxCnQmLbPXTR930VBD+5cuZdLsjGFtPWBgK/a+H22j7EQVWqOGqYuzpfedk0HuoklUnK7BFG5k9d1LJOvGUAMqtQpzQxeOfmeAiDLXd2DrtZOcE4+5oZOG0mbJesmxCg6+eAyNXk31+Tq2/3k3D/3vRdNip93FMz9+hfLT1Wh0ajY9spqZQyK9rL02Ks7UoFIryZ47uibKV4vIhDCue2T1iOszVkyhoayZ8tM1TJqVNqxxrbmpG7lSQUxKJHXFTfSYA3Mue8wWXvjlDtrqO0ieHM9NX1x3zaOPwmODUWmUNFa14feJRCdfvaEJjVbFHV9aw+kDZQiCwMwlkwJ6Die4doQF6wkO0tFstoAokhwfhnGMTkZPMD4ZsyLto2Zuej0+fF4/aq0ShUqBw+YajJi5lCvli7Rg82xiUqPo77aSkpsocbY3BOuJy4yh5Gg5nc3dxKbHSKbj2us7aKs1E5sWhcfpoam8ZWBA4T1fNXNjJ//4znN0NHQiV8pprWnn5q9crPaIokjRoVJqCusJiwlh7qZ8yZbjeCcsJiRgqvF9NDo1dz12M+aGTvRBuoBEgey5Gay7fxlndhWSOSuN64Zkf8ZnxRIUYaKmqAHFMEHjDqsTr8dHcGQQbqeH/m6rZL3iTA0XDpcTHhdKT3svu586RP7KqYPvL4fNyT8fe57qc/XIFXLmXz+TGz6/TvL+s3T2UbDnAogDFhvBEVcu6/BKodGpufVr1+F2eQYNfIcyeU46FQU11JU0ERRhJHWYnMuDr56i9FQ1wZFGzh0oIXFSLMtuHrnf7mowffEknDYX1UWNRCeHs3SE9+KVIiwqiDVb53zwDSe46piMWu7eModDJ6sGIuzmZ6Ge6PXDLwr4R8k6Y7QyQMcrn5h3U3CEiTkb8zny6gncLi8zVk2VTCGKosjhV05w6JUT6Exarn90DSm5I/stfVQEQRhxu0gmk3HbNwe2izwuD9NX5Er6ssJiQgiOCKK1ph2/XyRlSqJkcrWpvIXOpi5SpiTS1dpN2YlKSV9e2ckqnv3Jq9h67cgVMuxWB2vuXjZ4f7fLw75nD1NX3EhKbiLLbl0QIOJEUZT0eo0nFErFiJOtMpmM5dsWsnzIIMj7JE6K467v3jTQTxhmYM6GGZL1rFlpJGbH0VDWjNagDcj+lMtkCDIBj9uD3+dHoZSev4aSZuouNBKTGom11875/cWsvXfZYGXR7fLw1A9fpqKgBsSBKeIHf3aHpFJq67Nz9PXT2Prs5C7MHnHScyxwuSrP3PXTMYbo6WzpITk7fthkBKfVhSAMmNr2mvtwOdzDHqvkRBXHtheg0WlYces8opOvnJGpTCZjwYbpLNjw4ex+3C4Pu188SU1JM8lZMazcOmdUGv0nGJukJkaQmjhhpHspE9Odo8cnRqQJgsCGB1aSt2Qyfp+f+KxYyQRWQ1kzO/62B7/XR3udmZd+9Rb/9ZeHr9oEpinMyOq7l464dtu3buDoG6dRKOUsvnme5GIXHh+GMdRAQ1kzPp+PadNSJJWKlqo27BY7qbmJNFe1UlvYIDn+sddPsfNve5Er5ZSfrEKr17Boy8XqRGdzFy/+8k3M9Z3kLMjiukfXBlxsLZ0DDfxRSRHjUshdjvTpKQGB9e8TFG7igZ/eTt2FRoyhBpImS4VF1uw0Zq3J48KRMkKig1l//wrJa2MI0aPRa+hs7sbt9BCfESMxE+5u7aGpopXIhHAEQaCpqm2g2nqJ6HzlN29zelchiCLnD5Ty0M/ukIgSn9fHiR1naalpJz4jhtnrpo1JWwVBEJgy//ITnzNW5FBeUENzVTvRSRFMXRB4+46mbl787dv0dVrx+Xx0tfXw2Z/fMWbelyd2XWDvK6dQqhTUlDSjM2pYfuPVrb5NMMEEnwzGlUhrqzPz+u/fpru1l1lrp7P8toWSi5EgCAHB4u9js9hx2VxEJ0fS192PrdeO1+1Frh34YBdFkbN7L1Bxupqw2BAWbZn7kbdcPw4puUkjVvYSJ8Wx9WvXU7CnCFOogRW3L5KsR6dEojVqqb3QgCCTkTSkQmFu7MTv95OUEU9NUQOdLd2S9Xf+uZ/SoxWYwowcefUkCVlxzFl/saJUeLCEV36zA6fNSdasNLZ980bJufF5fZQcq8DlcDNpdvonzqvMGGKQTOpeikKp4Jb/vp5VbUvQGjQBvXdx6dFsengVB148hs6oZcODqySJAe+bBDdXtQEQkxJJ0CXbnT6fn9oLDZhCDYRGB1Nf0kRrrVki0o5vL+DV3+3E6/GiUiuRyWXMHjJ001LdTtHhMjR6NbPW5F22R/BakjEtmUd+ehsdzT3EpEQMmyjSY7Zg7bEN2Ir02elus+C0u0fsXfP7B7Idr9Zkbk9HPz6vn8SMcOrKW+kepvduggk+yUxYcIwe40qkvf77nRQfKUdv0vHOP/cRmx7N5LmZH3xHIDkngZSpSVSfq0OpUjDn5hmS3M6yk1W8+PPXcfQPGLE6bU42Pbwm4DiXs/+4kkxdPJmpi4ePkZk8L5OtX7ue6rO1hMeHseCG2ZL1tGkpnNlVSO2FBvRBOlKHiMH+HisKlYLQ6GD6e6w4+h2S9Xef3E9/Vx8hUcEUHShh+vLcwSxLURR5/fc7OfLaSXxeH2l5ydz/xO0SEdDR1MWxN0/j9/mZvW76sFuTVzNDcbQRBOGyAd5z1s+QiN5L0Ro03Pr1zRx6+QQiIotvnCuZnJTLZSTnJHBmVyGWzn7CYoIDtvYaK1rxeX0k5yRQd6GR1hppcHdPu4UnH3+RtvoOZIJAY1kzt3/7Rsm5FkWR2guNWDr7SZ4cT0jUh4tbuxJExIcRET/y0FBsahQxKZE0VrQikwlMX5aDzjh8s/bxnefZ99IJVBolG+9dSlb+8BXT0SQ9N57T+0uoK2tFb9KQOXX4uLcJJphggg9izIq0xooWcmZKG6h72nrRGbWEx4XSWN6Crdf2oY+nM2q570fbqDxTg1qnJmtWmmS9vc6Mvc9BypREWqrbqC9pkqxbe228+tsd1BU3kjEjhes/tw7tGJniEQSBGStymbEid9j16cunoNaqaK1pJzY9muw50knK2Wun01jWQn1pE9EpUQFmsIIgDIxU+0XEIRUJp83J+f3F6I1aDCF66i400lDaNDit6XZ5ePpHL1N9rg6A8lNVfO6390l87Ar2FLHrXwcQZDLW37+cKQulGYp+v5+W6nYUSjlRSRHjUshdjsRJcdz+7RtHXL/xC+uITo7AanEwdeGkADf/xKxYzrx7nroLjai0KuLSpSK4pbqNjuYukibFYenqp/p8PR6XR9L3duLtc7z5x93Y+x3EpkVx7+M3B5jewoBfnCAI13Rr0RCs4+7v3MiFIxWoNEqmL5087HuiraGTHf88gNvlxePy8Oofd/Pl394dEMo+2kyemcpdX9tAa10nUQlhZEy99p6IoihSUdxMS0MXsQmhZE6JvyJ/Rz6vnwuFDdjtbiZNjiXkKmR4TjD2mLDgGD3GrEj712PPc//37yAz/6KYmr1uOjv/sY+G92wuRuojGgm9STdYARpKfGYshhADNYX1yJXygCGAgy8d49TOsxhDDBx78wyRiRGSZnS/30/xkXL6u62kT08mcgw1kgqCQM78LHJG6AeasXIq4fFh9LT1kpgdNzhV+j5r71vOy796C7vVybRlU8iee1HkqTQqjCF6GitacdhcaAwaDJd4BPV19mFu6CAqMRyFUkFXSzedLT2DIq3HbOH13+/E1mvH7/fzym93kDwlYXDL1Ofz89Kv3uLs7iLkChnLti1k5ZDtXktnH8VHylFqlOQtmTzu7Ek+CEOwntV3LRlxfc6GGcjkMlprzcRnxDBjpVSsh8eFEhRmoqG8BdEvkj03A+WQnsNTO8/jcXtImBRLY1kL5adrAkTa8R1n2fP0YWQKOevuW8q0JdcmIBwGop+WbJl92dvY+524HB5Cokw4bS4cNidul+eKizSA9CkJpE+59uLsfYpO1/HC3w5gt7nQ6dVsvX8JU2eNflVx++sFHNhbgtfrJz4hlAc/t5Kg4OGTTib45DKx3Tl6jFmRZunoo/REpUSkLdu2kLiMGPq6raRPTxm2X+U/JX16Crd/+0aqz9URHBXM3I3S7akB6wWB8LhQ+rqt2Cx2yfq+Z4+w8+97cTvdRCVF8Jmf3kFkgtRPydzYidvpISY1ckxFRsFANSdx0vD9fDnzs0iaHI+9z05YXKjkscsVcm76ynW89ad3cfQ7WXzTXInZqyncRHRyJFUFtYjv/Z5LL/72PsdAhmJkEH6fb+BianUOirSmihYKdhWiM2hwOd0cfOk4czfMGFy39zv4x3eep/ZCAzKZjIozNdz2zRskVYKqs7Wc2HEWjV7FkpvnD1sh8vn8CAJjsuH+g5DLZczdMPx2KkBUUgS3fO06zuw6j86kZenN8wOqKEERRqrOu+lu7UWulKMb0t/V2dzN23/fh8vuxufz8eYfd5MxLRl9kPQCbO21UXW+Hp1RQ/q05Gt6PuPTo8iYlkTpqWrkSjnz1k3DEDSyYBBFkd7OfhQKOcaQT1ZfZXVZCzark+SMaOoq26guaxl1kebz+Tl3pg6tRklImIHG+i7qaszkzUge1d8zwQSfJsasSBNkMoLCpM7agiCM6GwP0NfVz6md5/B5fcxYNVUSzv5hmDwvi8nzhq82TV2Sw4Uj5dQVNxIWGxJQlTq7pwiZXEbS5HjqS5upPlcnEWkHXzrGu0/ux+vxMW1ZDjd/5bqALSNrrw1BJoyYsXktMQTrRxwISM5J4HO/vX/YNZVaye3/cxMnthfg8/qYNcStPjo5gqxZaRQdKgUEZqzMJSz2Yn+XXCFHJpfh8XjxeXyoNCoE2UWB0VTRSmN5C3Fp0dj67JSdrMJmsQ8+1s6Wbp554lW6WnoQ/SItNWYe/dU9yC+JbTny2in2PXcElVbFpodXBWwHi6KIuaETmVxGeFzouNxunTQrjUlDtvgvZe09S7H3O+hs7mHO+mlMXSTdcnbaXbidHoyherweH26nG5fDLRFpNoudvz/2InXFjSjVSpbfOp81dy6+Ys/pg1Cpldzx9U1UFQ544GVMSxrxtRNFkbefOsKJdwuRyWWsuW0+c1cHpiFcaXxeH2XnG3Ha3WROjcd4GVH5UQiLMCGTyWhp7EImkxF2Bbz4ZDKB0HADFWWtuNxetDoVplF6/BOML/wIo+Zv5p+opI1N5m+eFRC9dDm8Hi9P/fAlyk5UAnDhcBkP//LuUZtiy56TwUP/eydtdR3EpUcTkxolWY9ICKOhrIn2ug7UWiVB4RcFpsPmZO+zh/G6vWiNWgp2FzJ73QxSpw408IuiyL5nD3PgxWMIMoG19y5n7sZ8yfFFUcRmsaPSKMfddl5YTAjrP7Ni2DW5Qs7t376R8lPVAyJ8drqk+hKXHs3CG+dw/M3TaA1a1t67TCLygiNM6E1a2urMeL1+krLj0OgvDoR0NXdj6egjPjMGm8WOuaETp9U5KC5aa9rZ8dc9eD1e3K0eXv3d26TlJQ2eY1EUeetPuzi+vQBBJrB06zxW3i4VHj6vj8qCWnxeHxkzUsbd6wMDiQIP/+wO/H7/sNWvmJRIcuZlcP5gKTKZjFlr8wKGC2ouNFJX3EhsWjS9Zgsn3z7Hym0LAr6MOKxOSk5UIcgEcuZmXNHtR41OzZS5w6dZXEpLbQdHd5xDrpDhtLvZ9ewxcudloL/KU7A7njvBobcL8Xl9pEyK5d6vrkM/wlDER2Hu8mzsNhe1lW2kZEQzd/nw08ofB0EQuGnbXLa/VkCfxc7chZkkp46dto8Jrh4TPWmjx5gVadc/uvYjWWD0dvTRVNFCRHw4SpWCtrp2Opq6SMoONMz8T4nPjCU+M3bYtU2PrEaQCXQ2dzNjRS7Zl0ydCoKATCbD5/Xj8/gQBJmkGmRu6GTPM4cQfSI+r4+3/7aHnAVZg/mdPp+PN37/DgV7itAaNGz50oaAiqLP66O7rRdDiH7MDDR8WFQa1YgWF4IgsP7+5cy/biYKpTwg0zQyMZwtX9rAoVdPotGpWHvvMonFRUxqFJGJ4TSWtyAIAlOXZKO95KJn73fgdroJjQ7GYXXitDpxOy821bfVmjn21hkUSjlej4+DLx1n5uppg6kAoijyym93cPLts/h9IlMWTuLO72yRPAaf10fhoVIc/QMWJpebBL3WjLQ9KVfI2frVTcxcnYdMJpCWF1iV0hm1qHVqutt6cVgdhMeFIhsSNO1xe3n6p29QerJq4PVYmMXt39wsqWxeC/w+P36/H5VCidznx+8XA3JgrzQup4ezRyvR6tWYgnXUV7TRUNVO9vSPb16sUilYu+XDf+n9T4mOCeb+R5Zf8d8zwQSfFsasSPuomEINhMWGUnehEUGA6JQoQqODJbexdPZRerwStW5AFFx6If24hEaHcNdjW4dd0+jUrLt/Odv/vBuPx8u8TfkSU1Svx4vP60ejU+P1ePH7/Hg9vsH1qoJajr5+Cq1BQ0djJ2/84R2+OjNt8CJp73fw9A9fpraoHmOYkW3fuIHkHGnTcn+PFXNDJxHxYZK0g/GAIAiX7T/MW5pD3tKcYddMYUbufnwr5/eXoNIomb1uukSIJEyKIyM/lbITlcgVchZsniXts3rvHIvvXbQH/LYuLveaLZw/UII+SI9SpaDsZCUt1e2S/r7tf9nNwZeO4/X4iEuP5oGf3iGJfhJFkaLDZXQ0DnypSJ+e/BHP0NVBpVZedss0NTeB1Xcs4thbBUQnR7D5kVUBQs7c0El1YT1hsSH4fX4qztbR3dozrOWGKIq4HG5UGuUV722LS4skf2k2BQfLkMvlLL4+/7L9a1cChVKOKVhHQ7UZt9ODRqfCcI1zS8cjLreX7h4bwUFatOOwqv3JYPQGB5jY7vxkoNKouO1bN3LwpeP4fX7mXzdTUnWxWWz8/VvPUFfShFwhY/71s9jypY1Xrb9o1trpTJqTgdvpITQ6WPJ7Y1KjmLFyKmd2nUcmE1hwwxzJRdzj8uD1etEaNLjsLlwOt8Sv7dy+CxQfLSMsJpS2GjN7njrI/U/cPnj/1pp2/vX4C3Q0dREaFcwd3705YEig9kIDnU1dJEyKIzpZavEw3olOjiT6nuGfk0qt5K7HbqbqbC1KlYL0GamS1yY6OYKFm2dz9M3TKNUKlt26QJIPqtapUWtV9Jr7kCtkaPRqtIaLlTqfz8+5fcVo9BpCooJoLG+hvqSR4CUXReX7ZrRuhxtjmIE7v7OFzBnSDNHmqjaqztZhCjMwdcnka155Gg5BEFi2dR5LbpozonmsPliHzqilu60X0S8SFhuCbpgeTIfVycu/f5fqwgYiE8LY+sV1hMUEX7HHLpPJuOGhFcxbNw25XEZk/EfrZx0N5HIZN963mO3PHMPW72LBminET2wXfiS6e2z849kjtLRbCAvRc/ct84gbw5XrCSb4IMaVSBNFkbKTVVh73pvuHGIVEZMSxS1fu37Y+9aXNtNY3kJ8Rgz9Xf0UHSxl40OrJVuqLoeL9vpOgsKNAUHdo8HQrbr3kclkbPnyBuZsmIFcLiMuI0ZygUufkUr2nEwqz9Sg0qpYfqs0aUH0iyAOfBMXZOD1+iTHL9hdSFNFKwmZMTRVtHJq51mJSDu37wIv/uINrD02wmJDuecHt0rW3S4PJ7YX0NfZR+bMNDKGCIjxjkanZsqCScOuCYLAuvuXM2f9dGRyWcB7TmfUsvlza9nxlz14PT5W3rFIUhWSyQYmgstPVeNyuNGZtJjCpO+tspNV+Lw+knLiqStuoraoQSLSWmva+ft3nqeruRuFSkFHczer7wzsi6s4U4PX7SVjRgqaa7jlfbmqV3C4iRs/t4bdzx5BrpCz6rYFwyYFnN5zgYJ9JZhC9ZQX1LL3pePc/Pm1V/JhI5PJiP2IGaAdLT1UFjViMGnJmZ32scVzYnoUj3x388c6xqeZEwW1VNWaiYo00dDczaHjVdx6w0Qk19VmIrtz9BhXIm3fs4fZ+Y+9uByewW2joRfNkTCFGdGatLTXmXG7PKTkJkoyFPu6+/nX916gobQZY4ierf+9mayZI2/tjDZyuXzE/jmNTs0937+FxvIWdEZtwNDC1CWTObu3iIbSZsJiQlh6ywLpsZUKBAGcNhcioFBJX/aze4uw9zlIzkmg9kIjZScqJSLt3X/uY8/Th/B5fJzYXsD9P7ld8lg7mrrY+fe9WDr7mb1uOrPXBQZRO+0ufB6vxMR2vCAIAmGXmRTOXZhNzvwsRJGAi7QgCGz50gZ2/G0PfV1W5qyfHhAsHpUUwfn9JbRUt6NUKQLe07UXGuls7iY5J572ug6KDpVKRJooirz2+3c4vr0Av89P1qx07vneTQEDDD6vj96Ofowhums63JAzN4OcD2jmdznciH4/plADfd02HFbXVXp0H56O1l7+/sSbtDd1o1QpWLFlFqu3zrnWD+tTj8jA352AgP/T3nV+jRBFAXGUpjtH6zjjlXEl0k6+fRaZTEbipDgaypqpLKgdVhAMR3xGDJs/t47Dr5xAH6Rj/QMrJd/4iw6WUllQS3RSBO0NHRx44WiASKsrbqSt1kxsevSInmJXCpVGFWCw+z7GEAMP/uxO2us7CAo3BfSczd04g5rCOlqq2sicmcqCzVIT0OCIIHxeHx1NXcgVsgCrjfLT1ai1KqImRVBX0kRTeYtEpL3867coOVqOSq2kpbqVyMRwSU9c0aFSXv/9TtxON3M2zGD9Z1ZKKoV+v5/64ia8Hi/JUxJRqsbV2xK4fPUoKimCe79/64jry26dj8/jo6W6nYz8FPKHmNGGRAWh0alpqW7H7XATPSRxoL/HRuHBEvRBOjR6NVXnammqbCM192IckbXXxrM/fYP60mZCooK49b+vIy5NKvbHElPmZ3JmbzHN1WaCwo3MXjV8mgZA6ekaDr5+ekAobZ1LUtbwwz2jTW1pC+amHhIzouho6eX80coJkXaNmTU9meKyFlrbLcTHBrPoQ0z2TjDBWGbMXg1P7DjDiq1LJBe/0JiQgYibxk7UWiXGjxg5MmvNNGatmTbsmiAbaAj3ur2I/sCKSPHRcp594hX6uq0ER5i44zs3SYx2YaCi4ff5r0lkjkqjGjFcPjgiiIf+9y6svTYMwfqAx7fi9kX091hpKm9h1trpzBwSzp2UHU9DSRP1pU3oTVqiki5uCfn9fsz1ne8FgIdQX9pET3vvoEjzuD288Yd36GnrQWvQcvCl40yel0XKlAEBIYoi2/+8m8OvnsTn9ZO7OJvbv3WDZKjDZrFTsLsIv8/P1KWTR9XEeCyg1WvY9PCqEdcnzU5n08OrKDxQQlhcCGvvWSpZ1+hUaA0azI1dOPqdqLWqAOuZgj0XKDleSVhsCI3lLex/4Ri3f3Oz5DZup5tjb52lt6OPrPwUJs0e2ZPwShOdGM5DP76VlhozYdHBRCUOn+XZY+7jpf97h96Ofvx+P91tFr7wizskVfIrRVCYAbVOSVtDNy6nm4zcsZMw8GklPNTA5z6zjK5uKyFBenS6icGBa4H/vX+jdaxPM2NWpL3xh3cxmYIkwdTXf3agJ6W7tWegEX8ULyLTlk2h5Fg5NYX1xKRFseIOac9P8dEy+rutpOQkUFvUEJCG0FZn5qVfvklXSw/Tl09hw4Orrmm+4VDkCvmIfXamMOOIk6kA6x9YiT5IR3dbL5PnZZI2LXlwTSaTkbd0MgdePE5/aTMxadGSKprf5x/MidQaNTjbLXhcnsF1a6+NkzvPodIoUWvVFB8po6midfAYPq+Pp3/8CsVHy0EUObe/mAf/9w6JzUhzVRv7nz+Kz+tj0Y1zSMkNDLT2+/3DbkeOBwRBYOHmWSzcPHxvjUqj4sYvrOetP+/G7XSz9Jb5ASHsfp8fURQHqpTCwHkdys5/HmDfC8fw+/yc2V3IvY9vJeUaRhsFhxsJDr/8JLKl24rV4iAyIRS3y4ulux9bn+OqiLTMqQlsuGMBZw6WERoZxLpt867475zgg9GolRPDAhN8YhizIs3jcNNWa5b8LCopggd/dudl72ez2PD5/JhCP5rNhM6o5d4fbKPHbMEQrA/waHtf4JgbOhHksoDjb//TLipOV2MKNXDghWMkZsdLckJ7zBYOv3Icp83FzNV5pOR+fO+jq4XOqGXd/cOb0QJseHAV8Zmx2PscTJqTIempUmvVLN4yl91PHaS3o48pCyeRPOWiiFKoFKjUSno7LHjdXhQqhcTctMdsoa64kfCYEBQqBc2VrZgbOge3W10ON8/8+BWayltAgMbyFj7/f/djuqTKWny0nLf+vBuPy8PK2xcFGAXDgM+e2+kmIj5sXCYKZOan8uU/PgAw7OPPWzKZ8wdLaaluJyIulAXXBXpmVRc2oNGpiUoKp76kmeaqtgCR1lbfwRt/2k1Pu4VZq6eybOu8a3q+ohPDSMyMprqoEUEQyJ2fSVD41Qn1FgSBBevyWLAu76r8vgkmGC9M9KSNHmNWpKn1auIuyYD8MBx78zTv/GMffr+fRVvmsvKOxR/pAiJXyEeMklq0ZS6Wzj5qixqZuTaZeUMucv09VtRaNSFRwfT3tmDvdwyu+f1+nvvJq5Qcq0AQBMpOVPLob+6TmJr2mC2c3VOEIAjkr5o6rrzMFEoF+atGvlAt27aQzFnpuB1uEibFolRdrHJo9Rque2Q1b/5pFz6PjyVb50l6rowhBkIigwbNaCPiwyT2JP3dVnraLYTHh6FUyelut9BrtgyKNIfNyau/3UF3Wy8KpYLtf95N6tQkIhMvRnadfPss2/8ykDowbdkUbvzi+oCKW3NlK9ZeO4mT48asWfDl3ushUUE89NPbaKvvJCQySJKI8T7JOfE0lDZTX9KMPkhHTEqgbckbf9xNyYlKdAYt7/z7ELGpUZf1TrvSaHRq7vz6dRQfr0Iml5G3MOsDPdXaG7toqe0gKiGU2GGe4wQTTPAxEYWBf6N1rE8xY1ak3fCFDeSv+vDZef09Vnb+fS9OqxO5Us6+546Quyh71Dy/dEYtW786vL0HwNyNM3n9/+0csPnIjJFsxTptLlpr2gmLDsYQrKelpp2Oxs5Bkea0u/j3916g6lwtgiBQeryCB352h0TMmBs7KT5SjkavZsbKXNTaD5/GcK0RBEESuj6UvKU5TJ6fhd/nD4gIUmtVbPvGZvY+ewSvx8fiLXMk27bBkSYSJsVSdqIKgJTcRCISLvYvuexunHY3xlADao2K3s4+iYB2O9288+R+nDYnWqOW0++cY8aKXNLyLlY6j715mrf+shuXzUVKbhL3fH9rQL5qQ2kznS3dJGTFDmvMOhbQ6DUkTx45gWPdPUswhujpabcwaVaa5By8T3e7BZ1BS3hcCI2VbVgt9oDbeD1e9r1wnKrz9SRmxbJi2/yPlB7yUTGFGpi3ftqHum1tSTNP/WI7PeY+gsKM3PqltWRNGz9V7QkmmODTxZgVaTNW5H6kKpjP68Pv96NUK1Go5Djtbolr//v4/f4RjTY/DnM2zCA6JRJLZx/JOQkSIaE1aEjMjqPwQAldbb3EpEQSdYl47GzuprmqjejkSPw+P43lLfS09RKZONBX1Nth4e/ffpbW6jZkchn1JY3c+vUbJL+/prCeitPVBEWYmLkmTyLwxgOXm+iMz4zlrsduHnZNoVRwx/9s4cy7hfj9ItOX50gqXUHhRqYty+H4WwX0d1vJWZAVWKF9b0pfEAJz4kRR5MBLx/G6vEQmhlN1tpaK09VMX35x2vDc/mJe+tVbWLttRCSEcc/3byEuPVpyHHNjFw2lTYRGh5A6NbBnbiyg0WtYedvCy95m9pqpvPPvQzRWtBKXEU361ECBc+rdQt759yHkSjmV5+pQ61Ss3LZgmKNdfYpPVdPdZiE5O5a6slYKj1RMiLQJJhhlJgYHRo8xK9I+KkHhJuZfP2sgfsfmJX91HrGXWAyIosjBl45z6OXj6Iwarv/cuhEtLf4TBEEIiGK6dO2W/95MUnYCLoebactyJBOKwREmgiNNtNYM9ODFZ8RgvGS7s6milfZaM4mT4rB09FF2ogq30z3oddVQ1syTjz1HT3sfCqWc7rYeNjxwcVpQFEVO7Tw3MBSRGsWCzbNGNRLrWmMMMbD0lvnDrgmCwA2fX8eUBZMGA9AvFYQqjYqVdy7m7b/txeVwM3PNVImPmSAI6Iwa2mrdWHttyJXyAI+xgj1F2C0DW6H1JU2UHq+QiLTmqjb+8Z3n6WzpRm/SccMX1jFzSJXY7XRTfb4euUJOWl7SmBo6uZRlW+cRmxqF1WInfWoSwZGBwyjd7Ra8Hh8JWTHUl7Vgbuwa8XhOu4v+Hhshkaar8p7UG7UIgkBXmwUQr3r003D4/X6cDg9aneqK9Pe5XV6OHiiju9NKxqQYpkxPHJd9lxNM8GnkE3OlFgSBtfcuJ29JDj6vj7iMGElvSkNZMzv/vhfR56ezqYuXf/0WX/nLI1ftYmgMMbDqriXDrhmC9Wz75o0cevk4gkxg6db5kmpQaHQwhlA9TZWt+Lw+smalo1RfrJQ1ljXTa+4jZUoC7fUdlJ+qloi0s3sv8NIv38TtcCOTy/B5vCy/bdHgutPuYuff91Jf0kTatGRW370UlVpaifP7/bidHtTaK3MhuZLIFfLLTgLP25jPpFlpuBxuIhPDA3qaNj64ipd/vR2bxc6iG2YHHMsYYsDn9dHV0oNMJpNmfzKQKNDR1EVyTgJNla2c3XtBItK8Hi9PP/EaFw6XIZfLmLtxBjd8fl3Aebb12envthEWG3LNvOQEQfjAHrTUKYkYQ89RX9KMRq8mc0bKsLdrqmrj+V/uoKejj4TMGG772kaMwVfW7HjO6lzMTd1UFTWSkZfIok0fzmfxStFl7uOFvxzA3NJLcmYUN92/GL1hdHsed28/z+4d5/H7Rc4cr+ZuzTIyJ18dL7kJPp2Io5jdOXoZoOOTcSXS2us7eP33O+lu7WHmmmksv00ajyQIArFp0cPe197nwO1wE5UUTl+3FbvFgcftHRRpoihydu8Fyk9VERYTwuKb513RPpqhJOckjFiJi02L5uavXMeJ7WfQB+lYdddSyQU8PD4MnUlHY3kLPq+P+Ezpdl5brRmnzUVqbiINZc00lLdI1g+9dJz9zx1BrVVRd6GBoDAji7bMHVw3N3by/M9ep7Opi8yZaWz58saAc9NjtmDtsRKVHBkg8MYDl0uuSJ2axJf/9CAel1eSy/k+K+9YRH9XPy3VbcxYOTWgl9IYokehHIhz8rq9ksEHgKaKNspOVBEaE4zb6eHs3mKWb1souV1NUQPP//wN+rutJE6K445v3xhgOjxWyJ6dxl3fvoGmyjaiEsPIHkEgH3zlFE1VbYTHhlJ2uoaz+0pYfIUjfHQGDbd8YQ1+v/+Kh7Z/GA7sKKTiQhMhYQbOn6ghKSOKpetHd1q0ttqMUiUnNj6U2mozLU3dEyJtgivLRC7UqDGuRNrrv9/JhcOl6Ixa3vnnPuIyYsie8+EcpZOnJJA2LZnKMzUo1ArmbsyXCI3yU1W8+PM3cLzXVO6wOrj+s+sCjnNpsPnVZOriyUxdPHnYtcz8VLZ8eSMXjpQRFhMsqZIBxGfGoDNqqCmqR6lSkjJEDHa19gAQnRJJbVEDvWaLZH33vw9Qebqa4KggTr9zjpQpicy//uLFtPhoOS/98k1sFjspuYnc9T1pY70oipSfqsbaayNtWvK4NKNVKBUjbseFRAZx34+2jfjemL4il7a6DoqPlpM5I4VVQ3I3tQY1Ko2Svk4rXreXkOjggAGK/c8fxVzfSURCGBWnayg8WMr8IRPGpSeqOPTqyYEt3NsXXHZY40qTMS2ZjEv89IbD6/MDAnKlHETw+6/ep/FYEGgALqcbQRAwmLT0dFlxO72j/jtS0iKpLm+lttqMXq8h9hqEx08wwQT/GeNKpHW39aIzaolICKehrJn+buuHvq9Wr+GeH9xKZUENGp2ajHxpSHh7XQf2PjvJOQm01ZqpL2mWrNv67Lz2u7epLWogfXoy1392LVpDYDD0tUAQBGauzmPm6uG/gecuyuaWr2+mobSJiIRwiUEwDDjanz9QTF1xI6ZwI+lDAtTt/Q7kSjmmUCOWjj6cdmmO4t5nD9Nr7iMifiBI/MLhMsnv2PPMYd59cj8uh5v4jBge+OkdkiqRw+bkxFsF2Psc5CzIIukyE4hjmZHEu1Kl4LpHVnPdI6uHXY9KimD9/cvZ++wRFCoFGx9cMWzFjvfyCMVhvlp2tfby4q+209vRh9/np6u1h8//9p6Aqqa930FLdTtBESYi4q7txXrhphk0V7XR29FHam480xYPH3IP4LS7OX+4DLfDQ86cdEKjr77Qr69so7GqnfDoYLKmjU5f16zFWVSXttLa1E1MQihTZw+/NfxxWLkhD51BPdiTlpF97cT7BJ8O/Aj4R2mb8qMc5w9/+AN/+MMfqKurAyAnJ4fvfve7rFsXWHAZL4xZkfbiL97gtq9tkQih2WunsfMf+2gsayYuPZqMEXpdRkJn1JK3JGfYtfisWIyhBmovNCBXyEmfnixZP/zyCU5uL8AQoufYG2eIiA9nxe0XK1aiKFJ6ohJLRx9p05KJTAhnrCAIAtOX50omEi8lb2kOWqOWtloz8ZkxAQMVczfk01DaTHNVK3EZMeQuypasyxUyRL8fn8eHIIBsiMfYyR1nkctlJGbF0lDeQtXZWomgfO13b3NiewE+n8jpXed5+Od3SXzMOlu6eecf++nrtjJ77bRhrVn8fj8+r39c5n4CzNuUz+x100AQhk1FWLJ1Hu0NnfR1W8nKT2PqYulr0NthwdprIzo5AqfNRW9HH45+p0SkWTr7efL7L9NY0YI+SMeWL6wjd0HWlX5qI5I6JYHP/fx2ejv6iYgPHbG9QBRFXvnDLgr2leD3i5zeW8wD37/pqjb915Q08+9f7cTSY0OrU3HD/UuYuST7g+/4AaRPjuPhb22kq72P6IRQgkJGfwtbpVawdPWUD77hFcDj8XH8VDW9vXYyM6LJyhi+HWWCCUaD+Ph4fvKTn5CePtBi8eSTT3L99ddz9uxZcnKGv/aPdcbsFe3UznOkZCVJtu6WbVtITFo01h4r6dNTLttH9FFJy0vm9v+5iaqztQRHBjF3o7Ta1Nfdj4hIeFwo/d1WrL3SKt6hl4/z1p924XK4iUoM5/4nbpdkXMJA35bb4SYiIWzMbLfAgIjLmpkWECj/PlMWZhMeH0Z3aw/xmbEBRrur715Kr7kPa6+VqUsmB4i40Jhg2urMiGI3aq0K4yUXIr/fT+WZGgzBesJiQgYC3CtbJSLt5V9vp/hIOUqVgqbyFsLjQyUB7/WlTbzy6x30dfWTvyaP9fcvDzi/9n4H1l4bYTEhY3Zy8nKPK21qEp//7b0DgwNxIQEVstjUKOLTY6gtHnDez1uSjTFUesEvPlZBbXEDMSlRtNd3cujVk8OKtJ52CzUXGjCGGMiYnnxFt/eNIQaMIZdPCHDYXFSeq8cYasAQpKOltoPmGjNZQ75IXUmqipuxdNtIyoyiqaaDkjP1oyLSAMKjggiPGn8tAB+GnbuK2LW3GK/Xz7ET1Xzm3sWkDoksm+ATyDUys920aZPk/z/60Y/4wx/+wPHjxydE2qjjF7H2So0yBUG4bA9aX3c/p985j8/rY/qK3BHTA0Yie07GiMefungyRYdKqStuJCQmmJz50q2Zgj1FIEJS9oANQ2VBjUSknXz7LNv//C5ul5e8JZO5+SvXBVyU3e9lWo7Fxvvo5MgRjYHTp6Xw5T8/hM1iJyQqCLlc+rzez1ztaetl9vrpZF4iBmUyGYnZ8RTsKaK/x0ZQuDEgwL291jwQ4B4TTH1JMz1tvRKR9sb/e4e64kaMIXoOPH+U1NxEJs/NHFyvOlvLCz9/g/4eO+nTk7jtWzcGpAb0mC10t/YSnRwRMJ05VjAE60ccFtAaNNz12BYuHClHoZQzbenkAKGqVCmQyWQ4bE58Ph+aYcKnu9p6+ft3X6ClxoxGp2L9vctYdIWb+T8ItVZFaFQQNcVNWHtsGIJ1H5jpOdoEheqRK2S0N3Xj8/oJixo+B3cCKeWVbSiVchLjQ6mt76KxqXtCpH0KEMVAz8mPcyyAvr4+yc/VajVq9cjDfT6fjxdffBGbzca8eeM3V3fMirSQmGCmLBy5R2UoPq+Pp3/4MmXHKxGBooOlPPKru0etbyxrVjoP/u9dtNWaiU2LCpgiDY8NpeZ8HeaGTpRqpaTa5HF7ePfJ/Tj6neiDdJx5t5D8VXlkXNL7dWJHAe/+cx8Aq+9ZFtA39v5zFGTCmKrCvY9WrxkxLikmJZKHf37XiPe98UsbCIsNwdpjI29ZjsRjTCaTkbs4m0Mvn6C/x0Z0SiSJlwg0URTp77Gh0asJijDRXNWG0+qUHP/dfx3A3NhFWEwIFw6VUXSwlNnrLlovVJ+v59knXsXS1Ud0ciR3PXZzQGqApbOPlqp2wuJCxtRW9qUER5hGDGEHmLo4m/IzNVQU1JKQGcOqOxYH3KbybB3N1e0kZsVibuzk5DvnRxRp9n4HbqeHoHDjFa22yeUybv78GnY/fwyHzcW8tXlEJVzdVIf8xZPo7bJSWdhAbHIkS68L/PucIJCkxDBq6zqpb+hCp1MRNYyv3gQTfBgSEqQDb4899hjf+973Am5XVFTEvHnzcDqdGAwGXn31VSZPHn7objwwZkXavT/YRuowbuYj0WO20PjeVphSpaStrh1zY5ek4vJxic+IGXFibv0DK/B5fZgbO5m2bMqwAnOkbxY9Zgvb/7xrUFxs//MuMvNTB7dzRVHkwAtHOfTycdR6NZs/t47M/MCtSafdhVKtCKhkjXVMoQY2PTx8Uz3AxodWE5ceg6PfSfbcDEKjgwfXBEFg0Q1z2PHXPbRUtZMyJTFgKET0D0xdyuWygcnwIa/DsbdO09HcRWxaNA1lzZzfX8zKSwRMW52ZJx97gfaGzoEooa9vJmuIV5jb6aa+tBmNTk18ZsyY9JJTa1Xc/s3N9PfY0Bo0w/bvGYJ0qNQKOlu6cdpchIxwUb1wtILX/rgbt9NN3uJsNj+88opuI0cnhXPHf2/64BteQn+PjY7WXsJjgjF9zF4vhVLOmq1zWLN1zsc6zqeNDWvz0GnVdHdbyZ4UO9GT9inhSjhwNDY2YjJd/DwaqYqWlZXFuXPn6O3t5eWXX+buu+/mwIED41aojVmRFv0Rg49NoQbCYkKoL2kEBKKTIwgZ0ufR191P2Ykq1FoVOQuyRtXhPDQ6hLsfv2XYNaVKyZp7lvLWn3bhdLjJXz1VIkDdDjdetxedSYcggNPhxu30DK43lrfwzj/3I/r9dLX28spvtvPVvz06+Ph9Xh9v/L93OLfvAkHhRrb816YAcerz+bB09GEI1gc45o91lCqFpPI1lIU3ziY+K2bQAmRoruby2xbS1dqDpauf7DnpTFko7cNSqpUggsvuGhBzQ94XhQdLaalpJyErlqaKVk7uPCsRaU67i39//2XKz1Sj0ihZfdcSlt4cWF7vabe8Z5h77XoSBUEYDJ8fjslz01mxbQEFe4tJnpzAxgdWBNzG5/Oz4x/76e3swxis5+Q755kyL5Os/NGfTPxPaanr4Klfvk1Xay+hUUHc/l/riE+dCFO/2ui0Kjas/fAZzBN8MrgSZrYmk0ki0kZCpVINDg7MnDmTU6dO8Zvf/IY//elPo/J4rjZjVqR9VFQaFbd960YOvHgUn9fP/OtnYQq9uOVohd7xrAAAylZJREFU67Pz928/S92FBmRyOQs2z+LGL264ahWPWWunk5GfisseODgQkRBG3rIpnH7nHAAzV+dJQsIdVidup5uI+DCsPTYc/U48bu+gSCs5VsHhV0+gM2qpL2lm+5928eiv75U892d//Aq1FxoIjgxi2zduID5TamZps9gwN3YRHhf6gY3cYw1BEEiZMnIeZvacDL70hwfo67YSmRge0PO39OZ5tFa309nSTc78LGatkVqZaHRqBEGgv8eG3+8PsMeoKayn7FQVEfFhWDr7OPTySRYOid46ufMc2/+yB4/LQ+6iSdz8XxuH/ZJwrXz43kcmk7HmzsWsuTNwK3QQUcTr8aFQyFGqlfh7B87LSDhtLmz9DkIiTVdNnBYcLKO1toO4tEiaqjs4va90QqRNMC5we70cLK6lx+pgckIkOYkT1cePgyiKuFyuD77hGGVciTRRFKk+V0d/j5W0vOSAKcOY1KiA4PH3aShtpqGkibi0aPq7rRQeKGH9AyslfVRul4eOxk5MYcYrIlSCI4af4JLJZNz05Y3krxz4xpmSmyi5mCVNjiczP5XyU9UoVAoWXzdT8riddhc+jw9TqAGX3YXNIh24KNhdxIXDZYTFhNBY1sLeZw9z12NbB9fb6zv41/dewNzYSWh0MHd85yYSsuIkx2iuaqW9vpO49OiAqdXxgCnMGPB+eZ+opAg+99t7sVnsGEIMARYYM9fkUXuhgZrCerJmprNsSE6oSq1CoVRgs9hx2d2ERAVLbEi8Hi+7/nUQh9WJIVhPwe4L5K+cSuYl27Jul4cdf91D8dEKYtOjueGzawgeo6a/coWc5bfMY8c/D9DXbSV3fhZpI4TG11xo5MXfvYO110ZGXhJbv7TuqiR5DGzlCjjtbkBEqRpfLQATfHp57UQJO06X4vX7OVRSy+c3LiAjZmz2wY7ElRgc+DB861vfYt26dSQkJNDf389zzz3H/v372blz5+g8mGvAuBJpB188xo6/7cFpc5E4KY77n7htROEzFGOoAa1Ri7mxE7fTQ+LkeFSaixUVa6+Nf3//xYEpwWA9W//7+mH7vq4UA95sw28XaXRq7nr8FmrO16PSKEkb4uQ+aXY6KVOTqC9uRGvQSCKdAPxeH6IootQoEWQCXrfU1fzMrkIaypqIS4+hpaqNE9sLJCKt9EQlzz7xCpaOPsJiQ7nre1slEVZ+v5+ig6WD+ZQjPY+xjEKpICh8+FK6zqjlrsduxmlzodapAqpBqXmJLL5pDqd2niMyMZzrH10dWDESBr5kiKIIwsD/L6VgdxGHXjmJ1qDh3P5ijCF6bvrSBsltvB4v5/aXYLM4yJqVSvQ1FMtz100jLTcRh81JbGrkiK0D7z5zlPb6TkKigjh/uJzJc9KZueLKe3bNWTmF2tIWWus6yZqWxLw1E1tuE4wPShvbUSsVpISaqG7rot7cM+5E2rWivb2dO++8k9bWVoKCgpg6dSo7d+5k1apVH3znMcq4EmnHt58BERKzYmksa6byTA2z1n64gOT4jBiu/+xaDr18HJ1Jy4YHV0ka7AsPllB2soqohDDMTV3se/ZwgEhrrmqltWb46c4rjVavIWf+8MajxhADn/nJ7dSXNGEKNQRsZU5dmsPZfRdormwlPPb/s3ee0XGV59q+9vQZaUa992LJkmVLtuXee8UNg3HBNNNJCHxpkBPOSUIoOQRCkhMSEgIp9GJjwLjj3qusbvXey0ia0dT9/RDY3h7JJVYzzLWW17L17tmzNZZm3/O8z3PfPi4iTiaXIQgCtk4bImJXTM8lnN2TRWu9kejkCIozy8g8kCsRaYc3n+DTP36JxWzF4Kdn/f/cLplctZit7Pv4CPXljQwZFUP63NRB2Vh/JQRB6D4FgK5K6KINs5ixaiJKtdKlIV+hVHzdk7gTi9lK+txU4i4biuloNeFwOPEP9cXc3omx0TVNY8sbX7H3o6M47A6CogJ44PnV+IX69N43eZ0EXEO8kMPuQCYXUKoViGJXP1t/4O2v5/6fL6PdaMbToB203nhu3FxObLAfhTWNFNU24alRE+Z7803EDlTA+htvvNErz3k1Jk6cSFpaGmlpaaSmpjJixAi02r5JIBq0Is1hd7h8zcvfQNX5Ghqrm1GqlegM1+dnNXbByB4b0AVBQKArP1B0inCZiMg7Ucjbz35Ea30b3oEG1v18pUSIDDQeBp3EG+xSfAK9ePCl9dSW1OMdaHCpPo5bNIqC00VUF9YSlxbD5OXSCTZPHw9EUaSxuhlBLnPxEcs9XoDD7iR6WATFmeUUnyuTvDY7397Pjn/sQRAEzu7JQuupIWXSxelXY2Mbn/15B9XFtaRMGsqcO6e63FSdTicWs/VCf9hgRKfv+Zc0fc4IhoyMxmK24R/m41JpGzounqNbTlOaU4GHtwcjZ0iNF0VR5Nz+XLSeGvxCvSnLqaI0t9JFpBVnlrPj7f3YrHamrxzPsAnd/0z0FzNuHUtTTQst9UYSRkaRMr77sPVL6a3wc7lCjtcVhiTcuBmM3DohBb1WRaPRxPDoEIaG33y9lAO13dlfLF26lLNnz/Lqq6+Sn58PQHx8PKmpqRLxFhJy4xFsg1ak/f2/3uW+X6yVCIolj8zDbrPTXNvK1NvSSBp/beHq18KIaV1mtcXnygiKCpBYMABkHsihpa6VmJRIis6VkXkwVyJEGqub+fT/tlJbUkfajBTm3jV9UH1613poJNWvS/EJ9OKh395Fa0MbBj9PlCppY/3UleNpqGiiLKec8ZNGuaQxBEUFkLE3m8qCGlQaJb4hUuFQllOJUq0kLD6Y4sxyakvqJSJt+z/3cnTLKXR6LTv+uRf/MF9JbFR9RSPv/+9m6ssaiBsZzW3/7xYXTzZrp5WWeiPegV6D0gwY6HE7FSAsLpgNz6+hPK8Kv1Afoi/LLxUEgaDoAM4dyMVisqDz0uJ72fRyp8nCB698QU1JHTK5jMaqZkJiAiWWJf1N8rh4QmICuzzuovwlLQaX09lhYfMbe8g/W0pEfDDLH5x5xUlUN26+jejUKpaNG5gYLzfXxk9+8pMLfz958iRLly5l5MiRKJVK3n77bZ5++mkEQcDf35/a2tobeq4+EWmVlZX85Cc/4csvv8RsNpOQkMAbb7zB6NGjr/kc508UcuTzU8y/Z8aFr4XGBfPoq/ciimKPn7QtZgtOp9ijsWpPeBh03Pvr1TRWNePp4+Fi46D38UQQBBoqm5DJBBfn9y//toszu87h4e3Brn/vIzgmUJKVaWozc+Tzk3S2dzJ8apJLY/5Ao1Aq8AvpfuvM4Kvn7l+u6rHCMWvtFESnk6rCWhLT4xh5Wc9RfFoU508WUnSuDL2PB+GJ0u3YhsomVGolQVH+lGRVuGz17X73APnHC/EJ8uLUjgxihkUy5daL1b7a0nre/vUn1Fc0EhwdyLqf3+ryvZg7Oqkva8Q7yGvQ3vgDI/wIvIJJ6/LH5qMzaDE2tJE+d4RLEL3JaKa9uQPfIB+UGgXNta0Ym9pdRFpdRSNfvrkHY2M7Y+aOYNyCtD6tTvoEGnr0W7uU47syObI9A08vHWf25+Ib7MUt90zrs+saSOw2B7u/zCA/u4rwKD/mLR2Jth8GKty46RcGKBZqIHjggQf4v//7P5YuXXrha1u2bOGBBx7g7rvvvuHz97pIa25uZtKkScyYMYMvv/ySwMBACgsL8fb2vq7ziCI4bHaXrwuC0OMN5cT2s3z5t504HE6m3z6RabdPvK6bj0Kp6HFycdLysTRUNlJ0tpRhk4cyadlYyXpzbQtqnZqAcF9Ks7viay5+LyIf/vYzTu3IwOl0cGpXBg+9fLcktsrc0UnmgVxEp8iwSYkuInEw0JMw1npouOWheT0+bsYdk/Dw8qCpupmY4ZEuGaGp04ZRkllOSVYFfiE+JFzmt2VqMyOTy9D7etJc1+U1dimHPjtJcWYZQZEBFJwp4fiXZ5h/70Vx31jdzL9++RHVRbV4BRhY/dPlxKRIq4pWi43qwlp0Bq1L2sBgwS/EmzU/WdrjuneggSEjozm7LwenU2RIWjQh3fgNbvrTdrIOn0etVVFdUkdAhB9xw3u2MOkvOoxmRKcTvyAvOlpNtDebrv6gPkIURbJOlNBQ20pUfBAxQ2982+JSThwuYPunp1EoZRTmVqPWKFmw/No/xLpx42ZwkJOTw4gR0sGkhQsX8qc//Yk//OEPN3z+XhdpL774IhEREbz55psXvhYdHX3d5wmND2LUnGufyGpv6eDzv2yno8WEQilnx7/2kTQ+odfsIjwMOtY8fWuPPlaj56RSeb6a0pxKgqICJPmUNqud4oxSvPw88Q70oiyviurC2gsizeFw8N4LG8nYm40oigwdN4R7f71Gsm1najOTe6wAlVrB0HFDetWIt69RKBVMXJLe4/r4xaPwCfKiqbqZ6JQIl6GMcQtHUZJZTlVhDWHxwQyfIk1zEB1OBATkii4Rebln15mvsijOLCMkJpCa4noOfnpMItLMHZ28/ezHnD9VjFqnYskj80ifI/VKE0WRpuoWHA4nAeG+g7IvTiaTcfv/W0zy+CHY7Q5SJiSg1kqNi0VRpL68Eb2PB37B3pTlV2FsaOv2fNZOG8VZ5SjVSqKTw/rc4yx5bBwn92RTmleNwc+DtCndD8r0B0e/yuHTfxzE0mnD4KNj3ffnEJ/ce9XvlsZ27DYH4dF+lJc0UFfd2mvnduNmoOmLxIHByrhx4/jzn//Miy++KPn68OHDOX369A2fv9fv9Js3b2bevHncdttt7N27l7CwMB555BHuv//+bo+3WCwSo7lvQlQ3vLCOkKiga35em9WOw+ZA46FGqVLQ0WbGZrFd/YHXSU835wlL0gmI8KO5tpWY4ZGSaoxSpSBsSAjn9mfT2tiGT5A3gZEXR6qbqls4f7II3yBv5Eo5xRll1JXWX5jStJgt/OO/3yf/eCEyhYxxi0Zz2/+7RXItrQ1G8k8W4WHQMnTckEGZ79kTgiAwdGzPDeXJ4xN45JW7aaxuJiw+2KW3a/ziURScLqaxupnoYeGkX2ZGK5N1DYXYrQ6coojisl7B/BOFZB8+T0C4L001Lex6+wCjZ4+48PqKosiudw6w58MjiE6RiUtGs/C+mS4/C6IoYjFbUWtVAybiNDo16Vf4cCMIAmnTh7HnoyOU5VUREhPo0v8GXZXFf7/wKTnHClCoFExbMZb5669gcNsLRCaE8MAvVlJZVEdAmC9hA2g+m3emDLvdQdSQQErzaynOre5VkRY3NASDj46Swnq0WiXJI7rvF+0Luqxgun4v3LjpE0QB8Tuy3fmnP/2J8ePHU1tby5NPPklKSgpWq5WXXnoJD48bi6ODPhBpRUVFvPbaazz55JM8/fTTHDt2jO9///uo1WrWr3cN2X7++ef5xS9+4fL16zWT9Q4wMGbBSA5uOkanycKoWcMJiZOKvKNbTrHvo8Po9FoWPziHqOTee2MUBKHHaU9BELj9R0sIivLH1GZm5KwRkgqfh5cOT28P6sobEAQB70Av9Jf0TVXkV1N4toSgqADMHZ2c25/NgvtmXniNjI1t/O2ptynLqUSlVjJz7WQW3CuN86kurqXgdAneAQaGTUq8qUQcdA0n9FQVDY0L5tHf30NzTQt+ob4uVhmj56aSd6KQ8rwqopLCmLpSakGiUCgQZAJWiw2H3eliodFSb2TfR0dxOpzI5TIObT7B6NkjCI6+eD0NlU28/9JnXTYjo2O49fGF/WLa+p8w/66phMUHYzKaSBgd4xKfBlCWW0XuiSL8QnzoMJo5uvUsU5ePueIEa28QEOZLQNjVrT36Gv8Qbxx2B9VlTShUcnz8uzdC/k8ZkhTK3Y/OorykAf9AA8mp/SPSyssb+eSTE7S2mhg/Pp7Zs1PcYs2NmxsgKSmJo0eP8thjj5GWloZSqcTpdKJQKHrFEqTXRZrT6SQ9PZ3nnnsOgJEjR5KVlcVrr73WrUh76qmnePLJJy/822g0uqTdXwuCILD4wTmMmJqM0+EkKjlc4oNWcb6azX/ahvXrXMyP2j/jB395sN8mML38DSx5ZH63azq9ltt/tJRt/9iD0+Fk1prJkmqRh5cOrYeGxuombFY7QdGBkm2sooxSynOriEwMpbG6mRNbzzDv7hkXhFhNSR1/++nbNFQ0odIoWXDfTGaumSK5hrzjBRRnluMX6sOo2cNvupB2D4Ouxz4+g68nG55fQ2u9Eb2vp0t2aeLYOMbMTyPzYC7+Yb4s3DCrh0qYiPh18f3y5Z3v7CfvRCHeAQZObDtLdHI4k5aOkRxTklXO8e1nUWtVTFk+rltx1B/IFXLSpiVd8Ri1ToVSraCtuQOL2Yp/mA+KbgLZL2WgIq3aWkyc3p+H0+kkdWICPgE3LqhmLhmJw+6gqqyRhOERjJx4deuQ6yU2IZjYhP71W9y48SQF52vw8NCwffs5IiP9GDo09OoPdOPmOvgubXcCDB06lJ07d1JWVsaZM2eQyWSMHj16cFpwhISEuKTNJyUl8fHHH3d7vFqt7jHN/nKaapr58o3dNNW0MHrOCCbcki65Kchksh5tJtqb2zG3mwmJDqStqR1jUztWiw3tJSIt5+h58k8W4h3gxYRbRvdrEHn8yJgenfqDowO55eF57HnvICqdisUPzJFcm6ePBxqdirryRsztnYTEBUtel8IzJTRUNhGdHE5NSR1n92ZLRFr+yUL++csPaW9q79oqbulg+qpJF9adTifHtpymOLOM0NggJi0fe1P1xMHX06uh3VdoFEoFq360hHl3T0fjoXaZDPYOMDDt9vHs+eAwolNk0tIxku1qAJOxs8uXy19Pa0MbnR3SrLimmhb+/dxGGioaEUWRyoJaHvzNWpeKZmdHJ/WVzfgGebn40fUn4fHBzF49kQObTmDw9eSWB2b2aG3SWNPCptd3UVvawPCJCSxYP6Xffj4cdgfv/WE7OadKEIFzRwq5/+dLb7iKqfVQs+TOSVc/8CZCFEWMrSZ0Hmp8/TyoqGjGZLJe/YFu3Li5JiIjI4mM7N0hrF5/J500aRJ5eXmSr+Xn5xMVFdXDI66dTX/cypnd51BrVVSeryYg3O+aDWUjk8KJHhZB0dlS5Eo5E5eOkbyRF2WUdpnVNrShUMppa2pj8YNzb/iae4uxC0YyZn73VglxqdEsuG8WR744icFPz9JH50uO8wowoNIoqS6uo9PUKQlvB7qmUZvaiUmJpOJ8NfkniyQi7dTOc3z8yufYrXYEmYDD4WTm6skX1q0WGzv+tY/CMyVED4tg7l3Tur1J9pZJaV8gCAI+PWRlCoLAzDsmkTZ9GKJTxC/Ux+X/YdzCkZRml1N5vobQ2EBSJkmb3usrGmmpayU8IZSOVhM1xXWYjGaJlUtDZRP/evYTaku7MlTXPLWU8CG9O1V4rQiCwIyV45m0eDQyuXBF0bXj3UOcO5SPp7cHezedICQ6oF+inwCaG9ooO1+Df7AXcqWcqpIG6iqbiRziDqW+HEEQmDBxCFu3ZlBZ0UxUlB/x8dfe9/tdIqesli+O5ACwcNxQkqPcP0/XxXetlNaH9LpIe+KJJ5g4cSLPPfcct99+O8eOHeP111/n9ddfv+Fz15XW42HQERDhR2l2Jc211z4RpdNruefZ1eQeK0CtVTFsYqLkRlt5vpq2pnZih0dSU1JHweliyeOtnVa2/n03hWdLiR0Rybx7ZvZ7z1FPW0mCIDDta8uR7kiekMCi+2dzZk8WAeF+LLx/tmQ9MMIftVZFeV4lDruT0HjpG1JtSR0Ws4XY4VGU5VZSeb5asn7081Ps/NdeVGolhWdK0Oo1zLnEDNjUZmbj77+k8EwxUcMiufUHC1185pxOJ+0tJjwGaYSPIAg9+sgBDJuQwEMvraeppoWw+GC8A6TDDcHRgfiH+lKeV4UADJuUiM4g7e86uSuTkuwKQmIDqSys5cgXp1n5A1eRVpZbSW1pA6FxQYTF9+3N40rms9/Q2tiOUqXsmhbNq6bDaO7Ta7oUvbcOnwAD5YV1CAIEhPrg3cv9Y98mZs5MJiLCj44OC/Hxgej7uMfwZqTNbOEf209Q19zl11jX0s5/rZ2N4Tq9N7/LiL04ONBrAwg3Kb0u0saMGcPGjRt56qmn+OUvf0lMTAy/+93vWLt27XWdp9NkwXCZ/2Xq9GHs/Pc+SrMrCYryJ+Y6vZ30Pp6MmZfW7VpwTCAe3jpKssoRBMFl2/TgpuPsfvcAaq26K4Tdx9Olr6siv4rm2lYihoZec/B7fyCTyZi+apKkOnYpw6cmsex7C8k/UUBQTCAz7pgsWQ9PCEWr11J8rgylWkF0ivR1b6ptwWFzEjw0kJKsCpqqmiXrhzef4NiXp9H7eHByx1kCI/1YcO/MC+ttze28+8ImynMqCYz0Z/VTy/G/rHncbrPTVN2C3tezxwzNgSYkJrBbXzIAL389dz5zK2e/ykapUTJ+0SiXqmJXA7eAw+4ExG4bunOOFfDubzbT1tSOV4CBdU8tIz4tuve/metg9MxhlJ+vpiyvmqAIXxJHd79t3xeoNSpWPTaHvZtP4XQ4mbQgFYPPjU9UfVsRBIGEfu6Du9lo6+ikzWQhwNsTQQBjRyetpk63SHMzIPRJ48jixYtZvHjxDZ3jjafe5v5n78Q/7OLW3Ny7phP0dU9Z4pi4XjUdjR8Zw6ofLSP32Hl8g32YctkEYEtdC06Hk+DoAEqyymmubZGsn9p1jo9/9zkdLR2ExgZzz69Xu1yfzWrDZrH3+YTc9SKTyZi4dAwTL2t0/4YR05IRRZHy3C4RlT4/TbI+ZGQMx748TUlWBTqDjsQxUrPaDqPpwjahsaldYvQLcGzLabIO5OIb4kP+qSL2fnSYWx9fdGG9vaWDfz/7cVeAvJ+eNU8td3Hbd9gd1JbWozPoXKpYg4WwuGDC4nq+QY6ZO4K8E0VUF9cRlRTGxKWu3nKZh/IxNrUTnRxOcVY52UcLuhVpVouNqqI6PPSaPjfnHT0jGf8Qb5rqWolKCMUvxPuqj3HYHXSareg8NTc8bBAWE8Cax3s2U3bj5noI8PEkIdyfs4VdOwbDY0II9nFXZ90MDIO2+7s0s5xjX55h4YaLVhJyhZxRs4b3+BhzRydnv8rCYXcwfGoSBt9r/8USBIHU6cNInT6s2/WE9HhObM+gJKsCT28PEtKl015HvzhJZ5uZiMQwSnMqyD6cz7TbJlxYP3+qiI9f+Rxzu5nRc9NY/OCcQdufdTmCIJA2I4W0Gd33GSVPSOCeX66i8nwNwTFSI1+A4ZOTOLUrk5KsCnwCvRgxTTpYYrPYcYqg9dQgk8mwXpYocHp3JjlHzxMQ5kdNcR273zvAPb+848K6xWzlnec3kneiEK2HmuXfW8CIqdLnEEWRxqpmBJmAb7D3oDSj9Q704oEX19BSZ8Q7QN/t4IrBt6tKVF/RhEyQdRtx1dlh4d8vfErBmRLUOjW3bJhJ+pyef29uFEEQiE4KIzrp2nzEKgpr+ej/dtLa1MbQUTEsf7DnoQQ3bvobpVzOhoXjOX2+EhGRkfFhKAdhC4abwYHZbEYURXS6rkGv0tJSNm7cSHJyMnPn3nhf+6AVadeLw+Hg3ee7XPsRRU7tOsf9L67rtb6xYRMTuffXq6kqqCEkNshlEtPT2wObxU5LbQtyuUyyJSeKIpv/tJWaknr0Ph7s/+gIielxJI65KPSKMkrZ9tZX2Cw2ZtwxmeFTrmyRMNi40nRqzPBIHv7teioLarq2BGOlzcppM4eRsS+b2rIG/MN8GbdQGuD+TROqTP61uaw0UIDcY+fJ3J+DT4gPzbUtbP/HXoZPSZKY0X7x150c+fwUgqxrCGDGHa5bv1aLDVunDZ1BO2AiTqVWXjG/c/KysTTXGSnJqmDkjGTGLxrpckzeqWJyjhV0mfPWtrL7/UOMnp0yaITp9ncPU5ZfjZe/nhO7s4gfEcno6TfXz7ubbzceGhWTh/fftv23DREBkV7qSeul8/QVS5cuZcWKFTz00EO0tLQwbtw4lEolDQ0NvPzyyzz88MM3dP5BK9KiUiIYuyDtmo9vqTNSeLoY32BvlCoFZTkV1JbU9aphbVxqNHGp0d2uzbtnBm1N7dSVNzBx2RjSZl6sOomiiLndglqrwsNLR3tLB9bOi2kIFrOF9//3U2qKapEr5Hz08meExgdLGtULThez76PDyBVyZq6ZPOgC2q/Glcxog6MDefiVu6gtqccv1AefIG/Jeur0ZM7uy76w3TrtNulWtCCTdek4p/NrMSetUNYU13Fo8wnkcjl2m4M9Hxxi1OzhEi+6wjMlfPTqFjpaTaRNT2bpI/MG5QCDh0HLHT+85YrHKJRyZHIZFrMVh92B8grN//WVTZRkV+Llr2dIWlS/CLlOkwW5Uo6nQdtlhdPptoFw4+ZbxXdouvPUqVO88sorAHz00UcEBQVx+vRpPv74Y5555plvr0i77/m1+Adfey+Nh5cOg7+eqoJaBJmAT5AXhsvigzpNFgrPlKDSKIlLi+7V7cbACH8efuVuHHaHi12BTCZj2u0T+fKNndRXNJIwJo74URc/pZnaOmlv7sA3xAe1RkljTQttTe0XRFprg5F3X7josVVbWs/jr92PWnuxSph5MJcjn59AZ9Axe91UAiOkPl6DHb2PZ48pEwY/PQ+8uJa68ka8Awwuk6FDx8SRNmMYuccK8A4wMO+u6d2LDaHLhFa87JdeFEU+/+suaorrMPjpObT5JInpcQybeNFGw2F3sOeDw2QfzickLoj5d093uY7BQuLoGMbOG8G5g/n4h/iw8J7uX4+68kb+/ouPqStvROOhZvF9M5jYTWWut5m0aCR1lc3UVjQSlRhC8mU9jG7cuHFzs2AymdDru1qrtm/fzooVK5DJZIwfP57S0tIbPv+gFWnXu02p0alZ9eNl7PjXXhx2B9Numyjxveo0deVf5n2dRTj1tgksfmBOr16zIPTsJzV5+VhihkdibjMTmRQmEVhe/noSx8Rxetc5RFEkYXQcIZfkFrbUG2lraickJrBrS7XeSFtzx4Vz1JTU8cH/foqxsR2n3UFjVTOPvnrPBREqiiLHvjzN8a1n8A40MP/emRfC3W8WVBpVj55hKo2KtT+7lcaqJnR6rYt4Co4JZMIt6Rz54iRyhZzpt09wyf80t3eiVCvQ6TUYG9uwWuyS9dNfZfHlm18hl8soOFOCQiln2aPSBAm7zU7mwTw6TRaSxg7Ba4CsIBRKBSu/v4A5ayej0al7/F3KP1NCbXkjkYkh1JQ0cHJ3Vr+ItNRJCQRH+tHa2E5YXCAeg2yQxo0bNzfGd6iQRnx8PJs2bWL58uVs27aNJ554AoC6ujoMl1tU/AcMWpHWE3Vl9bQ1dxA2JMTl5hM9LIL7X1jX7eNKsyvIP1FIYKQ/7c0dHP/yNLPWTpG4y4uiSFtTOxpPTa83MguC0KPIkMlk3PGTZSRPSMRhdzBsYqJExAVFBRA2JISisyUIgkDyxESJAG2qaaGtuZ3wISEYm9poqGjE2mm78PoUnytj0x+/xGa2YrXYMbd1cv+LF18np9PJ7ncOcHJHBgERfix5ZF63Is5usyNXyAdNb9OlyOWyHquHgiCw+IHZjFs4Erlchu9lfmeCIDBj1UQ++8sO6iubSBgdS2K61CS5pc6IzWInbFg4ledrqC9vlKyLosinf9rO4c9O4nA4iUoO4/7n1gxYaoAgCHj7X/kNQu/tgVIpp6GyGUunFd8ezHz7gqAIP4Ku0Hs3kIjiN9Ffg+/n3I0bN4OLZ555hjVr1vDEE08wa9YsJkzoGhjcvn07I0fe+Ifem0qkndxxlk1//BJzeyexI6K46xeresxrvBytpwaVRkVLXSudJivBMQGSIG2L2cIHL20m/3ghBn89t/9oKVFJ4Vc4Y++i0qhIn5va7ZpGp+auX9zO2T3ZyOSyrmzNS/qlwoeEEBIdRHleJYJMRvq8VEm2Z3NtC6ZWM1HJYTRWNlNbUifJWcw+nM+2N79CrpBRmV+FIMA9v1p94fF2m53P/rydjL05+IX5ctuTi136y0RRpL2lA62nZlBGRgmCcMUt4HELRxI5NJSOVjPhia4fAOLTovEJNFCaVYFap5ZshULXhGnmgVw8vHTofT0pz62iLLeSpHFDJMed2ZvNgU+OodapmXf3NCITBy43MWViAjNXTeDs/jzi06KYf9eUKx5flFlBSU4lfiHeDJ845KaZTr4ejuzJYe/Wc2h1KhavGkds4sAkPrhxc1PzHSqljR07lpKSEmpra0lNvXgPnzVrFitWrLjh8w++u+kV+Oq9g5iNZvzD/cg/UUTu0fOMntO9sLmciMRQ5t09nf0fH8E31Ieljy6QiImMvdmc2pGBl7+Birwqtr35FQ/85k7JOVobjNSVNeAf7tdjhFBf4R3gJbH0uBSDn567n72DzAO5aHRqRs0ZIakCRA2LIDgmgNLsCuQKOeNuGS1Zb/s6xzQqNoza0noaLzOjzdibzf6Pj6LTa8k/UciXb+zm7l+uurBu7bTywUufkXe8AO8AL1b9eAnhCVLx4XA4aa5pQWfQDjqfuG+4fOr0UqKHhXPvr+6gJKsrhD55QoJkXaVR4hVgoCSrHHObGZ1Bi8FPut1ZW9rAxj9spcNoxm6109bUzvf/eE+3orY/qjlyuYz5d05h/p1XFmcABRll/Ps3n2NsakelUdLeMp1Ji/t+a7Q7RFHEZrWjVCl69fWpKmvkiw+OYbM6qLXY+OSfB/nB/yxHoRx8AyRu3AxmvkuJAzExMVRXV7tUzeLi4ggMDMThcNzQ+W8qkabWqbDbHHR2dF41T/ByBEFg+qpJTF4xDplc5lIFsFntiE4RrYcao0LuMnFWWVDNP//nAxoqm/AN9mHdMyv7tdJ2NQIj/CV5mpfiH+rLvb9eQ+6xAjy8dKTNkHrBxY+MITg6kNLsrirR5cLX1NaJw+7EJ8iLzg4LbV/HpXzDma+yOLUzA4OfntLcSra9tYf7nltzYb3TZOG9FzeRf6IIT28dt/2/W1wyVx0OJ/XlDWg9NS79YoOFyKQwInvwApPJZNz25GK2vLGbDqOZycvGuEQ2GRvbMBnNBEX6YzKaaG1sw2KyovCS/hwf23qW3e8fQqVVsui+mSSOvrZ82r6kJKcKY1M7UUNDqSyqI/dU8YCItOb6Nj56/Suqy5uIHRrCig3T0PVSAkVHWycWsw3/YC862jtpbzNjtdr7XKS1NHfQ3m4hKNgLpVsQunFzUyFePon2Ne3t7Wg0N/7eNGhFmrmj06XpbuGG2Xz42810tJgYu2AUwy4Lsb4WehJ2KZOGciL1DGW5leh9PZm6Ulq1OrXzHFUFNUQODaM8r4oT285IRJq5o5Ndb++ntrSepLFDmLAkfVD1tFzJAiMg3I/7X1xL4ZkS9H56ly26pPFDCB8SQlleFR5eOsYvGi1Zt1vtOBzOC033nSaLZD3zQC5n92TjG+RFXXkj297aIxFpVouN91/8lOwj+ah1KpY9Ot/FOFcUReorGpEr5FfM0BxIwuKDuf/5NT2vDwkmIjGU4sxyZHIZY+aNcMnvrC1r4LO/7cJqsmKz2tn4x2088af7JNvXA4FfsBdKlYKq4nrsVjvBkQMzPbzvizNknyzB21/PqQPniYgPYtritF45d0RsALFDQzifVYlcIWPizGS0ur593TMzyvn4/aOYTFbi4oO4854pff6cNwulNc1sO5yDw+Fk5pgEEqO6j1xz42YgePLJJ4GuAtAzzzxzwcwWunxbjx49Slpa2g0/z6AVaW/89G3u//V6SaRNXGo0T77+EJ0dFvS+nr0qggx+eu7/zZ1UFdRg8NO7ROko1UoEmYCprSs8+vLg6R3/3Muuf+9HoZSTd6wATx8Pieu90+kk+3A+Ha0mEkbHuniBDTT+YX6SCK5L8Qvx4YH/XUdpdgVeAQaXCuKwSYnEbI2kPK8KTx9PpqwYJ1kXnSKiKCJXypHJBBwOqRvt+ZNFnPkqE+8AA60NbWx9cw8jpiVfqHY6nU4+/8sOjn55GrlMxqy1U7rd+jW1mbFZbBj89INKIH+DTq/l7v9ZSfaR8yjVSoZPGepynR2tJiwmC77B3lg6LJjazFhMFheR5nQ6Obsvl8aqZqKHhROfGtWn1546JZG2lg7yTpUQEuXPzJVj+/T5esLUbkGQyTD4etDS0Eanqfc81jRaFesfm835rEqUKgWJKWF9/nO0a9s5WltM+PvrycmqJCuzgvSxA185HWgsVjtvfX6UsupmBEGgrLaFn6yfhfcgbZVwcxnfgZ6006dPA10FhHPnzqFSXXyPVqlUpKam8sMf/vCGn2fQirTS7AqOb5XGQkFXg313cTkAeccL2PK3XdhtdmatnXrFCKnu0HpoejSrnXDLaEqyyqg8X83QcUOYvFwqRCrPV6PSKAiNC6Ykq5yGCun03/Z/7GHnv/dhs9gJHxLChhfXSfraRFGkqrAGm8VORGLooDNS9fI3uEQtXbr2wG/WUXm+Gq8Ag0uD/rBJiSSNi6fobBkGfwOz1nS/LXspl94cqwtrOfz5SZQqJTaLja/eO8joOSMkVhtn9mTx2WvbsVlspM9L7TF269KBiYHA4Kdn/KJRPa6HDwkmPi2a3OOFyOUyxi0cib6b6KeDm0/y+d92Y+20off1ZP3PlvepUJPJZExdms7UbvJE+5NRUxI4n1lBRVEdQRG+DO9lQaPzUJPajyJJkMlwiiIOhxNBANkg/HAxELSZOmk2mgj09USpkNPQ0kGT0eQWaW4GDV999RUA99xzD6+++mqv2G10x6AVaQJdxqPXirmjk49e/pz6ikYUChmb/rCFyKSwXvMD6xIid9Le0oGHlw65XCqiEsfEU3i6mJKscgx+eiIvCQAXRZET286iUikJiQ6kPK+K4oxSfGaPuHDMrrf3s/ud/dhtXbmjq3+6XLI1K4oiTTUtAIMye1Kn17r0mV26ds+zq6ktqcfTx8Nl6GLI6FjSZqaQfTgfT19P5t/TgxltD1gtNr54fSetjW3o9BoOfnqclElDiR1xUbQYG9vY+IetlOdVkZAey5KH5/ZaZFhvotKoWP+zFeSfKkaulDM0Pbbb1yLvZBGiKBKVHEZpdiUl2ZV9Xk27XkRR5MyBfCoKawmK8GP09CTk8hubCE1MjeTBny+hobqVkCg/fAMGZ//itTJv4Qg+evcoHR2djEiLInn44OlzHUi89Tpiw/zJOF+FiEhCRAAhg7RX1c13mzfffLNPzz9oRVr0iEjGLLj2xuTO9k5MbWZ8Ag0o1Upa6o10tJp61bRVJpP1GNo+7fYJ6H09aa5pIWZ4JPFpFxMFBEHAL9SHurJ6HA4Hag+1pDpiajOz/+MjAOh9PMjYm82kpWMviAxRFNn5733s/eAQAFNWjmfueqmQEUWRlnojCqW8R+f+gUSlVhLRg92ESq1kzdMraKhoROupcZmKDIkLYsLi0RzdchqlSsGMOyZJDWtF8ULSg0qtwtzeNehwKXs+OMypXefQ+3pyePNJgqMDmXqrtBpaml3B6T1ZaD3UTLglvdvw8v5A46FmxJShVzwmOCqArCPnqSqsRaVR4hfi3eOx9RVNlBfU4B/i3a+WH2cO5vPBn3bQabKiUimw2xxMnD/i6g+8CkFhvgSF3VxmzD2RmBTKD36yEFOHBV8/zxsWsd8WFHIZ9y4Zx/GsMuxOJ6OHRqDtZe9KN27+U5588kl+9atf4eHhcaE3rSdefvnlG3quQSvSNjy/Fv/Aa38j9g70InlCAid3nEV0iiSNT3CxVMg7XsCRz0+i8VAzY/XkXo1OksvljJmX1uP68u8vRKlS0FzXyriFoyRh5DK5DIVSTkerCZlMhlwhR37JlFdjdTN7PziE6BBBgH0fHWH07BEXeshEUWTL33Zy5LOTyOQyFtw3i/GLpc39oijSXNuCSqMalHFGcrmsx8EGmUzGLQ/NZfzi0d0ODqg0Kqavmsj2f+ylraWdEVOTiRkuzWxta25HJpfhF+pDW1M7HUaTZL2xupl/PfsJdWUNCAKU51Vz36/vcKlitbd00FTbSmC4LxqP3pkq/E+YvXoSgiBQXVJP4ugYUqd2L+oqC2v5x7Mbqa9qRu/jwa2PzSV18pUFYG9RVVxPZ4eVmKRQyvJrKMuv7hWR9m3Dw0ONh8fgq+oONJ5aNTPSh1z9QDeDDpFetOAYhAHrp0+fxmazXfh7T/TGjtegFWk99Z31hCAI3PbDJQyfkoTD7mDouCGS1ID6ikbefWEjzbWtiA4ndWUNPPLqPS7bln1FcHQgG3pIQ9Do1Cx6cC6f/3k7dpudacvHEjlUavUgAoIMQEAUpfmTlQU1HPjkGHKFjM72Tra+uZvhU5MuGP06nU4+/eNWTuw4i1KlYMnD8xg1W3qzdDqdNFQ2odGpXSpZg4GrmdFOWTGOhNGxWM02woYEu/T0pU0fRt7xIkqyKvAP82XYeKnPWW1pPU3VzUQlh2Fsaqciv4pOk0WSSFGWW8k7z2+ipd5IUJQ/659ZOWCTphoPNYvum3HV43KOF1JX0UR0Uhjl56s5syen30RacIQfKo2S0vxqZDIZYbHu6Tw3br4TfMsHB77pR7v8733BoBVp3WHu6OTQpuMYG40kT0gkcUy8ZF2lVvbY3N5U3YyxsY3wISF0tHRQX9FIZ4dFklhQXVxLwekSvPz1pEwe2q+O6qNmDSdp/BDsVrvLdqVfiA9TVoxj/8dHAZHJy8fhf8l2j8PuwOl0olaqcDqcF/58Q/G5Mg5/dgKth5r25g62/G0XKVOSLohYu83ORy9/RsbebFQaFUsecRVxDoeT2pI6NB4afIO9++x1+E8RBIHg6J5FwLCJiTzwooG68gbC4oNdqnZBkQH4BHtTml0JwPDJQ1161g59doKakjqCYwIpzarg1K5M5qyTGsE67A7O7suho9VM4ugYAgfIquIbdHotcoWMxpoWHHYnBr/+28IdOTURm81OaV41odEBTJjnrqK5cePm24XZbEYUxQsWHKWlpWzcuJHk5GTmzp17w+e/qUTaZ69t4+DGY4iiyOldmWx4cZ1LxaknQuKCCI7qatoXZAIjZ6ZInO9rSup446l3qC9vQKVRseC+mcxcc3Un9t5E66GBbnYiBUFg3t0zLgingHA/SRk1PCGE0XNSObUzA7lcxrTbJkqEnugUEZ0iCqUCuUKO0+GQlOIKz5RwYvtZ9N4etDV38OXfd5M6fdiFapTNauf933xK1sE8lBoltzw4hzHz0yTX6LA7qC6uQ6VR9uo2cm8SnhBCeEL3MT9+oT7c+V+3cmp3JloPNZOWuvrcyb6uujpsDhBAJnMtZW99cw9ffXgEu81OcFQg9z93B36hA+frlj4rheqSOnKPFxE7PIIZt43vt+eWyWSMnzOc8XOub8rajRs3NzddhbTe2u4c3CxdupQVK1bw0EMP0dLSwtixY1GpVDQ0NPDyyy/z8MMP39D5byqRVnimBA8vHQHhfpRkVVBdVHvNIs3g2xWd1FUtUpI+L01yEy48U0J9eQPRyRHUlNZxZk+WRKQ5nU5ObDtLWU4FIbFBF/qj+osrbffJ5XJWPrmYiUvHoFDKXapE0SkRpM1M4dy+bJRqBbPWTpVsJ4uiCGLXTVUQBBcH5cIzJZzenYm3vx5jUzvb/rFHkh9qt9l5/383c25fDgqVgvn3zGDycqmPltPppKa4DtnXvWeDbToVuqKfoof1PF03ZdlYKvKqaKxuJmF0rEvWqiiKnNmbg1qrIiw+iLKcKkqyK1xEmiiKFJ0rp7GqmcikUIJ76MXrDVQaJbc+Ou+arUeqiuvY9vZBTO0WJi5MY2QPvW5u3Lhx4wZOnTrFK6+8AsBHH31EcHAwp0+f5uOPP+aZZ575bom02NRoDm06TntLGV4BXlfMWuyOwAh/Zq+b2u2ad6AXKq2K6uI6Ok2dLoLo1M5zfPTbzVjMVhRKBU6n6GLaau7oxNjQhm+IN0pV/04iyWQywod0XyVSKBXc8ZNlTLt9ImqtysWoN35kDGkzU8g6mItWr2HeXdMlAlQQukSi0+lEdIou28AlmeWc2Z2J3teTjlYTu97ez5j5aRcMWJ1OJ5/+31aOfXkGQSYw7bYJzF0/zUU0NNe2YLPaXSqFg4WQ2EAe/d3dGBvb8Anyckmv6Npy9Sdjfx42iw2tXoN3oKttwKldmXzyx22YjCb8Qn25+79v7fH/rre4ltfT4XDy4R+3U5JThUIlp66yieBIP0Ki+05EunHj5lvIt7wn7VJMJhN6fVcf9/bt21mxYkXXLsL48ZSWlt7w+QetSHPYXUNJlzw8F99gb4yNbQybmHjNVbRrIXlCAosfmMPpr84REO7PwvtnS9arC2uwmKzEDI+kNLuC8twK4KJIK8+r5N3nNtJc10rE0FDW/dfKQdWAL1fIryjiVj+1nLrSBjQeapc0hPiRMaTPHUHGvhw8fTyYf+8MiYiTyWUIMgG7zY7T4USukCNcshVYU1zHsS1nUGmU2G12DnxylHELR+F9icfVwU+Ps+2tPTjsDtLnprL00XkuYtBhd9DZYUFn0A6YiOtO5F7KskfmofFQ01JnZPScEcQOj3Q55syeLCxmC1HJ4ZRkV5B3oqjPRdq1YO200tLQhre/Hk9vHTWlDRibOtwizY0bN256ID4+nk2bNrF8+XK2bdvGE088AUBdXV2vGNwOWpH25n+9x32/XCsJ29Z6aplz57QeH+N0Oik6W4rD4SR2ROR1VbMEQWDa7ROZdvvEbtdD4oJR61QUZ5ahUCmIGCrdFtv7wWEqzlcRFBlA3rECTu3MYPqqSRfWW+pb2fbWHppqWhg1M4WxC0cNqmqRXC7vsTIpV8i5/UdLmLV2Cmqd2sU/LDolggm3jObE9gw8vHQsuG+mZLJWkHWJOIfdgcPuRKFSSPq5TG1mdv5rH1azFbVOzdEtpxg1azhRlxgCV+RX8cFLn9FSbyRpXDy3/mDRdU8A9wd+oT6sfWr5FY/xCvTCbnVQX9GEXCHH06d7S5Sqojr2fHQEm9XOpFtG97lZrUanJnlMLMd2ZNLa1E5kQghhce6JTDdu3LjpiWeeeYY1a9bwxBNPMGvWLCZM6Ios3L59OyNHXrvXa08MWpGWf6KAw5+dZP49V7cZgK4+n0//uJXDnx3H6RAZPjWZtT9b0WOg+vUyes4IRKeT8rwqgmMCGbdQGu3jdDoRBAFBJnRVei8r0X76x62c3HEWlVpJaVY5viE+Eod+U5uZ41+extxhYcTUJELjgnvlunsLmUzWYwVJJpOx7LEFTLttIiqN0sWHLTg6gKkrx3Nw0zFUWhWz103tvsoo9JwysfWtPZTmVOAd6MXxbWcZMkraE+ZwONn74WGyDuYRHBPIgntnDEo/OIA5ayZjbuuksqCG8QvTGDUzxeUYq8XG+7/9nNLcKmQygYr8ah797Z2S6mNvIwgCS++fSWxKBFazjaT0GDy9dFd/YD/gcDixWe1oBjho/ruGKIrkl9RR29hGdJgvkSHfDhNhN256i5UrVzJ58mSqq6tJTb14T5o1axbLl1/5A/u1MGhFmiiCw2a/5uNb6o2c2pmBxkODSq0k+1AulQU1LmHg/ymCIDBm/kjGzO9eGU9dOYHK89W01BuJT4sm7bIbb01xHR4GHYER/pRkl1+IeIKuN8IPf/sZp3ZmIDqcnNqZwcMv3yXZdrSYLWTsy8Fhc5AyeeigEyCCIPRozdE1nTqdcYtGIZfLXASaTq9l1topbP/nHqwWG2MXjCRiqNQZv7O9E4VSgYdBR2u9EWunTbKesTebL9/YjUwuo+BsKTK5jFsfXyg9h+niazhsYsKAbUd7+eu582dX/uXtaDXRVNeKf6g3Kq2KxqpmWuqNfSrSoMvGZvT07m1sBorSglo+eXM/ba1mUsfFsXj1uEGXbftt5XhmGe9+cYJ2kwVfLx33r5xEfB8OurhxczMSHBxMcLC0sDJ27Ngejr4+Bq1IC40PcvHquhJqrQqlWomxwYhFqUChVrr4XImiSH1FIyqNEu8Arx7O9J8RPSyC7/1xAy31RgLCfVFrpc+dMmUou97eT3F2OQHhfkQPu+iIbzFbKTrb5c/m5aen4nw1VYW1F0Sa0+nkvRc/5czuc4iiSPz2GDa8sE7y/Vk7reQcPQ8iJI0fMui2AgVBcMnsvJTJy8eSPCEBm8VGYKS/y1bwlFvHUVfeSF1ZPdHDIhg2UWpG21JnxGqxEz0snKqCWurLpQH3TqeTD176jDNfZeF0isSlRrHh+dUSs9pvGOgQdugKYo8eGkbWkfOIIkQlhRIY0XMvnN1mp76yK1VgsFS/eost7x2lvKgeg4+OQzuziEsKISU95uoP/A+prW6hrraV0DBf/AIGT1/pQHA2rxJzp43YCH+KyhvIKapxizQ3V+c7NDgA0NLSwhtvvEFOTg6CIJCUlMR9992Hl9eN64xBK9I2vLCOkKhrn97U6bUsfXQ+n7++A6fdwcw1UyRWFA6Hg42/38KpnedQKOUs3DDbJTrpRvH09uixwjX/npkERQXS1tRO4pg4ybWptSqCYwLJOZJPa0MbPoFeErPa1oY28k8W4h3ohVqjojS7y34kJiXywvf27gubOPtVJiKQOi2ZO5+5TVJtsFps5J8oRCYTSEiP67Vt4N7kSia5qdOGERwdSGu9kbCEEIkJMUBcahS+wd6UZleg0qhImZQoWW9rauf8qWK8AgxodCrKciupLqwjdsTFxn6Hw8mOf+3j5M5z+IV4s/yx+T1GVfU1crmMO350C6d2Z2K3OUidmiTx9buUDqOZd176nOKsCjy9ddz2/fkMGYCw9eKcKqpKGwiJ9CM2ufeGejraO1FplOi9dLS1mrFYbFd/0H9Ifm4V77y5n9ZmE34BetbfP53I6MHp+9cf+HnrcDid1DQYkctkePXwM+jGjQRR6PrTW+caxJw4cYJ58+ah1WoZO3Ysoijyyiuv8Nxzz7F9+3ZGjRp19ZNcgcF3p/6ankLCHXYHFrMVrafGpdqROn0YwyYl4nSKksZ1gLLsCo5tOY3WU4O5rZPt/9hD2swUl2pbXyFXyF18tb5BEARW/Xgpe94/hMloZsz8NIk48DBoMfh6UlVQi1zRtV146VZdQ0UTuUfP4xPohSATyD1WQF1Zw4VBAIfdwbvPf8LZr7IQZALpc1NZ9ZNlkulJq8VG4ZkSZDKBuLToQSnigqICehRNkUlh3PPL2ynJLMc3xJthE6UiTavXYvDzpPJ8DXKFHL2fJ17+0ipJ9uF8dr97EKVaQX15I1/8dRf3PnuHy3M57A5a6tvQ++j6tGLpYdAyZdmYqx6XeTifnONF+If60FDVzFcfHu13kZZzsoT3/m8HbS0mPL20rHp0NsPSY6/+wGtg8rzhfPHeEWoqmohJCCYhJeLqD/oPOXWsmJamDiJjAigprCPzTNl3WqTNnZiEyWSltKqJpPgQJqT1XQXTjZubkSeeeIIlS5bw17/+FYWi675pt9vZsGEDP/jBD9i3b98NnX/w3YmvQElWOR/+djNtTe2kTh/G0kfnu4iJnsTFN438Xc39cHkNVRRF9n5wiFO7zuEf5sviB+fgG9x/TvG+wT6seHxRt2sqjYrbf7SU7W99hdViZ/rtEyWZkVq9Bq2nmua6VgQB9H4GdIaLn3hrS+vJOZyPb7A3DoeTcwdymH3ntAuDAA67g/df/JQze7IQBEifl8btP7xFIuIcdgdFGaWIIsSOiByUIi5yaFiPtiwqtZJVP1zCtn/uxdZpY+rKcS4msx1GEzarjeCYQBz2BlrqjS7naW/p4N0XN1OaU4lPkBd3/HgJYXHX59fXtwzM3kBeRinG5g6iE0Moza8m70xZr4m08TOSCI/2p91oJjI+CF0fhpF7eKoRnSItTR0IMgGtbnC1DfQ3njo165b0Tm+NGzffRk6cOCERaAAKhYIf//jHpKen3/D5B9+d9gp8/pftVORV4eVv4NCnxxkyKrbHrM7LiUoOJ31eGqd3nUOlVTN73TRJFS37cD5f/HUnMkGgJLMM0Sly1y9WSc4hiiKmNjNaT02/5noCxKRE8uBLd3W7ZvDVs+LxRWx98ytEUWTe3TMusy7RoNapaKk3IjpFvAL0aD0v9mLVlNSTdSgP7wADToeDjH3ZzFoz+YKIczqdfPS7Lzix9SwgMmr2cFb9eKnkNRBFkYr8amwWG5FJYYNTxCWFcf/za3pcTxgVS2hsMOV5VWg81Ixd4DokcmpXJtlHzuMX4k15bhV7PjjM2qeW9eFVX52UCQlkHMynOKsC/1AfZtw27uoP6mW8/fTIZAK1FU0IgoC3f+/2coXH9M+289SZydRWt1BZ1kT6uDjGTRrSL8/rxo2bmxODwUBZWRlDh0rTWcrLyy+Y3N4Ig+9OegXMX/emeHrrMDa1YTFbr/mxckVXdNLUleNRqpWSShSAsbENa6eNqKQwaksbqK+QNp53tHbw3oubKM2qIDDKn9VPrXA5x0CSMjmJYZO6fkgu3wb2CfJmySPz2f6PPQgygYUbZkt65zQealQaJcbGNkSniN7PE80l1YqGyibOfpWFp5cWQSaQsS+H6asmERJz0UNr+z/3suf9Q9htDoZPGcqap5a7CDVjYxsdrSYCI/0H5XSeb7A39z+/mqJz5Rj8PInrZsvQYXciiiJKjRJk3ZsuA5w7mMf+TcfRaFXMXjuZyMTQbo/rDTwMWu75+XIaqpq7+iIHYHBgwtwU2po7KMqpInpoCBPn3Zx5nV7eOu57ZBY2mwOV6qZ6e3TjZvDwHRocWLVqFffddx8vvfQSEydORBAEDhw4wI9+9CNWr159w+e/qd6Fpt02kU//tJXasgbiUqNJGnd9n3JlMhnB0d2bc8alRRMU6X+h8XzkTOlN5uiW02TszcYnyIu844Xs+/AQy79/cXtSFMULvWCRSWEXmvr7kytNJI6ek8rIWV3f0+VVQL8QH255aC7b/rEHuVzGgvtmSnoCuyZnFbS3mhAEAY2HGs0l20AdRhOHPj2OTBAw+Hpybn8uZcsqiR1xUeRkHczj41e/wNzeScLoWFY/tbzb6Vtrpw2VRjlg05XegV6MmtXzRE7a9GTO7sumuqiOgDBfJi1xLWfXVzbx8R+20tbUjsPhpLnOyPd/fzfKPrzpK5SK68oArato4sAXZ7Bb7Yybm0LUDYpItUbFLXdNufqBNwGCILgFmhs3bq6Jl156CUEQWL9+PXZ7l22YUqnk4Ycf5oUXXrjh899U70RjF4wkPCGEtqZ2IpPC0Hr23qRRYIQ/G15YS8HpEgx+niRf1nhuNVtxOkU8vDxoqmmh0ySt4p3YfpaPX/kcc5sZg7+Bu/7nduJHSptsTW1mOlpN+AZ7D0gl6UpbtGPmpzFq9nAQBORy6XFe/gYWPziHbW/uQRRF5t41XeLhJlfIUaoUdLSYQACFUo7yssGN7f/a2zW5GuTFuf25pM3IlwhhY1M7H760mfK8KiKTwrjt/93S4/DIQOIT5MWDL66ltqwBn0Avl+EDuFgxDIr0p7PDQmtjG+b2TpS+g+P7sVntvP/7bRRlVYAgUJRdwcPP3o6X3+C4Pjdu3Li5WVCpVLz66qs8//zzFBYWdtlkxcej0/XOjsagFWlb/raTFY8sdpmeC40LhrjuH9NQ2cjBT4/jsDm+FnTXVx0IjAwgMLL7akTq9GGc3p1JTXEd/mF+jJmXJlnPPpSH1WQhelgExZnlnD9VJBFphWdLeP83n9Le3E5cWjRrfnZrtx5dA8mVhOOYeWmkzUhBFF0nZzU6NYsfnMNnf96B3Wpn4rIxhCe4ZlGKl8cwXMLBTcfI2JeDV4CBs3uyCB8Swty7pkuOyTtRyMkd59DpNUy7fcIVfdf6Eq2nhujknk2SQ2ODiEgMpTizDJlMxsgZw9D3EP10fEcGBzefRGfQseDuqUT0Q4Zne6uJ+qrmLqNctZLGmlaa641ukebGjZve4Tu03fkNOp2OlJQuE/ve3AkatCJt74dHCIkIYdptE67peJvVxtu//oSC08UA5B0v4LE/3Ndr1ZiQ2CAe+d3d1BTX4Rfmi3+oNB7FP9wXh8NJTXEdCqUc78sExI5/7aW2tB7/UB8y9+eSsTdbEi1VXVzLZ69tp7XeyPjFo5m8YtyAG6pezpW269JmpDB03BAcdoeLhxnA3PXT+OTVLZiMJoZPTSJpvNSM1txhQaTLjb+lrhVTe6dkvba0nndf/JSWulZEp0hdeSP3v7DG5TWqLq6jtcFI+JCQAUtl0HpquOu/VpB15DxKlZwRU5K6/b+sLKxl8+u7sZit2Cw2Oowmvv+7u1wqmb2NwceD8LhAck6WACIRQ4IJCBs8/ZVu3Li5yfmOibQ33niDV155hfPnzwMwZMgQfvCDH7Bhw4YbPvegFWmi3UFLfes1H9/W1E5dWT2B4X6oNEoaqptpqGzq1S0zL3+DZGryUmbcMRmLyUJ5XjWJY+IYMz9Nsu6wd2V7yhVyREREp/Qnb+OrW8g9VoDWQ80Xr+8gJC6I+Es8iZpqmvnqvYN0dlhIn5dGYnoP5cQB5Eqec8MmJhKZFEZHq4mAcD+Xqt3I6cPIOpBLxflqAiL8SZs+TLLeUNlEa4ORiKFhtNYbqS6qxWaxSSqtZ/Zk8cmrX9JhNBE+JIS7f3n7gFXbvPz1TFx8ZRPDtuZ2zO2dBEcH0NbcjrGxHZvFhryPvfvkCjl3PD6fE7uzsdsdjJwyFA+3SakbN27cXDc///nPeeWVV/je9753IVz98OHDPPHEE5SUlPDss8/e0PkHrUgz+OtJGH3tQsTgpyckNoj844WIQERCqEsgeHNtC5kHclGqlb1uZKvTa1nx+OIe12eunkxjZROtDW0kjoln+JSL47pOp5PG6mY8vXX4hfhQlleFsbH9wrooirz/4qfkHM1HEATOnyrikd/dQ2DERZPNtuZ2jnx+ElunjbSZKYMuoB26DIp7Es0xwyN56LfrqSttICg6QJK4AF2VzIAwP0qzK5AJAqNmD3fpezuw6TgdRhPBMYGUZleQfTifSUulZrD1FY0c23oGURQZO3/kFaOW+pqIhFAiE0Moya5ErpAxYdFI1P0UIG7w9WTmSrf/lRs3bvoC4es/vXWuwctrr73GX//6V8kk55IlSxgxYgTf+973vr0ibd0zK69relOhVLD2v1Zy9POT2G0ORs8dIdnu6jCaePO/3qM0uxyZXMb5U0Ws+/nKfttSTBo3hMdfu5+2pnYCowIkfV0ymYz0eans+vd+yvKqCE8Ikdg/dJos1JTU4R3odSHbs6Gi8YJIczqdvPv8RjIP5CCKcHZvFo/87h5J1c/c0cmpHeewdloZPjXJZbt2MBAQ7ucirL/BN9ibu/57JecO5qHWqhi3cKTL/53WQ43d5qC9uQO5Qu4ieCxmK28/t5HizHJAJP9kEY/8dj2aAeoN9DBoufuZW8k9UYRao2TYhCFX/HmsKW3g6PYMAMbPTyVoAAWmm/6luKyBz3eeo9NiY9bkoYwa3v/T427cuHHF4XB0a1o7evToC9OeN8KgFWnRw1zfhERRpPBsCe3NHcSOiJJEIwH4BHox/96Z3Z6vqqCGyoJqwuJDMLWZyT9ZSEerSSLkrBYbNcV16H08JNOLvcWVtkvn3T2DiMSu7cCE9DjJcRqdmtgRUZzamUFLbSshcUGEXFIpMxnNlOdV4hfsg86gpaa0npqS+gvnEEWRD/53M6d3ZyI6RU7uyOCh366XfO92m53MA7l0dlhIGj+kx+scSMKGhBB2hcb6+ffMoK2pg+a6VsYsSGXENKnRcXNtK3XljQRFdQW415c30ljTQthlVcfa0gaOfnkagLEL0q7L2uJ6Mfh6MnbuiKseZ27v5O2XPqM8vwaAwsxyHnn+jn6LNXMzcFhtdt7ZeIyK6hYUChkffHaSsBBvggbh76gbN8B3qidt3bp1vPbaa7z88suSr7/++uusXbv2hs8/aEVadxz45ChfvL6Dzg4LEUPDuO/5NXgHXFvPkXegF57eHlQX1+K0O4lKiZC47pvazPzrlx9SeKYEnUHLiscXXXOaQW8gk8lImTS02zVBELjth0uISg6n02RlxNQkSa+VVq8hODqQvOMFNNa0EBjhJ9nG62g1UXC6GO8AAx4GLdVFtVQV1pIwuiu2RxRFPv3TNg5tOo7d7iA6OYL7X1wrEXGiKFKSVU57cwcxwyMHrCn/SoTFB/O9P96L1WxF46F2qUp5BxoICPelJLMcBIHIoaH4XibGO00W3n5+I6XZlSDA+dMlPPrynQNWbfuG5nojjdWtBEX5I4oijVXNtDS0ERzpFmnfdjo7bRjbO/Hx1qHVKKlvbMfY1ukWaW7cDBLeeOMNtm/fzvjx4wE4cuQI5eXlrF+/nieffPLCcZcLuWvhphJphz87gSiKRCSGUp5bSf6Jom6je7ojINyP2364hIMbj6HxUDNn/TRJ83r24Xxyj5wnIMKPhsomdr+z30WkNVQ2UpFfjX+4H+H9YJVwKTq9lumrJnW7JpfLueOny9n/8RGsnVbGzB8pqQRqPTX4hvhQfK6Mlnoj3gEGfIIuijxrp42MvdnoDFoMfnrKcispy6kkecLFCcwDG4+x5a+7MHd0EpUczn2/Xu1SyWxv6aC5tpWACL8Bq/DI5TKJ+L4UjU7N2qeWc+SLU0CX797lx7bUtVJf2URwdAAIXQMLTbWthMa6ntPUZqapphW/EO8en7O38A3yIjDcl5KcSgBiU8LxCRjYm7QoirS1mNDo1KjUN9VbyU2F3lPDsIQQjp0poaXVzJCYAMJDvAf6sty4cQNkZmYyalTXkFhhYSEAAQEBBAQEkJmZeeG4/7S16qZ6Z/Xy11OZX01jdTMKtQKP64y/SZk0tMdqlUwuQ5AJ2K12nE6ny/Rhxflq3vr5e9SXN2Dw17Pqx8t6PNdA4Bfiw7LHFnS7JlfIWf3TZez8934sJgsTlqRLer+UagXeAV4UZ5Zhbu/8WqxJG/wPbjqO0+kkPD6Y0qwK8k8WkT439cJ6aXYF7zy/kZb6VkJjg1j/37d1u2XssDu6XusBshcJjPRnycNze1z3DvQiMMKfkqxyAKKTw/ENcq3WVhfX8fYLn9JQ1UxghB/rnl5GYA/9dL2BRqdm7Y9v4fjOcwiCwNjZw/ttyKA7rBYbH/1tL3lny9F767jt/mlEDembYZWWpg4K86rx8NSQMCy033NzBxpBELhj2RiSE0Kx2R2kJIai1Xy3g9/dDHK+Q9udX331VZ+e/6YSabc8PA+b1U5zbStTVo4naXzvhR+nTEokdUYKeccLCIzwd+ltyz6UR11pPdEpEZTlVnFy+1mJSLOYLez41z7KciqIS4tm1popgypkPDg6kHX/dWu3azKZjNt+eAtb/rqLDqOJSUvHuBgB6309qSqqpaXeiEIld6kcHdh0jJriOoJjAik6V8apXZnMWjP5wrrNaufzP2/n3IFcAsL9uPWJRZLp1MGCRqdm3dPLOb7tDKIIY+aldrvVeXTbWcrzqwmJDqA0p5IT2zNYeO+MPr22gFAfFq6f2qfPca1kHi/m9IHzGHx0VJc2sO3D4zzw9C29/jwtTR288fsdVJQ0oFIrmHNLGrMXp/X68wx2VEoF6d1kybpx42bg2b9/P3/5y18oKiriww8/JCwsjH/961/ExMQwefLkq5/gCgweFXENhMYF8+ir9yKKYo+fpq0WG4iiS1LB1VBpVNz5zEqaalrwMGhdIqe0ei0yhYymmhYcdgeelznI7/voCDv/uRelWknBqWI8vTyYtOyixYEoihRllNJU3UzUsIhBJ1DCh4TwwG/W9bi+9JG5fPS7L2itMzJ+STpDL5u8lX1twOqwO0AAmUxaKTu7J4sDG4+hNWjJOXaebW/t4c6fr5Qc01zbyrGtp3E6RdLnjOhx0rOvCQj3ZeF93Q+gfIOAAIg4Hc6uf8sG95i40+ns1QqU3ebA6XSi0aqQyWXYLDc+xdQdhfk1VJQ0EBHjT0OtkeMHC5i1KHXQGT27cePmEkSh609vnWsQ8/HHH3PnnXeydu1aTp06hcViAaCtrY3nnnuOLVu23ND5B61IqzhfRfJo154bQRB6fIM+81Umn7++A4fNwfRVk5i6cvx1vZnLZLIerSnGzE+jqqCa3GMFpE5LZuYaaZh0Q2UTCF3N60UZpTTVtEjWT2w787XjvpmACD/u/fVqFy+zDqOJjlYTfiE+A5LteSXCE0J5/P824LA7uq0QTr11PJX51TTVtpA4Oo7Rc6QTi+b2TuwOBz5B3nS2d9LW1C5Zt1ps/PvZjyk4U4IoQs7h8zz8ynqX6Cy7zU5rfRt6X4/rFuK9yYRFIyk6V0Z9ZRNxIyIZOy+12+NEUeTY9nOc2JmJt7+e+eun4NeP/URWi40v/nmA7ONFBEX6seL+Gd1u314vSaOiiEsOo7SgFk+DlikLrz6h+p/gqdeg1ihpqDViarcQGRvgFmhu3AxyvjsuafDss8/y5z//mfXr1/Pee+9d+PrEiRP55S9/ecPnH7Qi7R/PvM+GX93JkFGx13S8qc3M5j9tw9hgRKFSsP0fe0gcE0dwdGCvXI9Gp2bVj5fhcDiQy10FVMLoWM7uyaI4qxy9ryexI6RbEyd3ZmDttBKVHEZpdgW5xwokIi3/ZCEfvrSZ9hYTQ0bFsPrpFd1me4qiOGA3KUEQetzCDYsP5rE/3IuxsQ2fIG+XCKmhY+MJiwumPLcSD28dYxdKBz5a6oxUF9cREOmPXC6jtryBxspmSQZoa4ORt5/bSOX5GvzCfFn71DKC+tAe40oERvjxyEvraKk34hNo6FEwFmdWsPmvu7BZ7JzvtNFpsnDfL1Z2e2xfcOZAPge/PItOryHrWBEGbw9uf2zODZ9X76Xj3h8tpKq0Ab23joA+Ep4JyaHMXTqSY/vziYwNZOkdbgNeN27cDB7y8vKYOtW1DcVgMNDS0nLD5x+0Iq2lzkj2kfxrFmk2iw2bxYZOr0WlVWFsasditvb6dXUn0ABGzR6B1lNDTUk9YUNCXGKbfIK8sVlsNFQ0IVfIXQK3d/xzL/UVjfiF+HJufw7DD+RKQtyri2rZ+PstNNW0MGZ+GnPWTxt0DdQanbrHqc6AcD/uf3EdZTkV+AR6E5kUJln38tfjH+ZLSXYFAOHxwfgESys+x7eeJe94EQHhvpRmlbN/4zFW/mCRy3OV5VbSWm8kMikcL3+9y3pvodaqCIq88rZ1S4MRc1snEYkhNFa3UFve0K9C29TWidMh4htowNxuwdjS0Wvn1uhUxCaFXv3AG0AQBGYuGMHMBX1TqXPjxk0f8B0aHAgJCaGgoIDo6GjJ1w8cOEBs7LXplysxaEWaIJdh8L32G6zBT8+Y+Wkc3HQMU0cnI6YmExYv3U48tz+HfR8dRqNTM/fu6UQkhvVwtv/gegWB5AmJJE9I7HZ97l3TMRlNVBfVMWFpOiNnDZesi86uG7dcLiCKrtmen/7fVvKOFeDhpWPnv/cRMTSM5EtCylsbjOz4515a6loZOWs4o+d0v/02kPgEevWYpanWqlj79HIObj6B0+FkwqJRLkHtDocDURRRfF2lc9idLuc5vv0sn/7fNjqMZsLig7jnl6vwCxm48PCopDCCovwpy6tGoZAzfkH/9lMljY7myI5zlOXX4OmtY/T0pH57bjdu3LjpT55//nk++eQTcnNz0Wq1TJw4kRdffJHExO7vy73Bgw8+yOOPP87f//53BEGgqqqKw4cP88Mf/pBnnnnmhs8/aEXaxKVjmLDENWqhJwRBYPFDc0mZnITdZidmeKRka66+opGPXt5MW2M7doeT5rpWHn/tfpQq5RXO2nv4BHpxz69W97g+c+0UmmqaaW1qJ2l8AimTpfYeLXWtaPUa/EK7sj07Wk2S9Y2//5JTO8+iUCooOleKT5C3ZMvV2mnl8GcnMTa2kzgm7oKR7WAiKCqAFd/r3kYEYNSs4WQdzKe2rIHgmEAmLHINMD/6xWksZisRCSGU51WRd7yQid38HLU1d9Bc20JAuF+fepz5BXtz7zO3kneqGJ1BS+rkvnuz6I6gCD8eeGY5ZQW1+AYaiOwjmww3bty4GWj27t3Lo48+ypgxY7Db7fzsZz9j7ty5ZGdn4+HRNwbsP/7xj2ltbWXGjBl0dnYydepU1Go1P/zhD3nsscdu+PyDVqQte3S+y9aZqc3M/o+PYGxsY9ikoZJKEnQ1/l/eC/YNrfVGOlrNBEUHYm7vpLXeSGeHRSLSqotqyT1WgKePByNnpvSrhUby+AQef+0B2po7CIrydxGP4xeP5su/76Y8r4rIoWEMGRUjWa8qqMbT24OAMD9KsstprGqSvBZf/n03X713CIfdyfGtp7nv+TVEJYVfWBfFrizLxsomIpPD+92s91oICPfjod/eSUNFEz7BXt2GtXv66LBZbLTUGZEr5N3aZ5TlVvLOi5tprm8lOCqA9f+1ok+rbQHhvgSEX1tWqsPhZO/G42QdLSQ4yp/56yahv8F0B98gr14ZFnDjxo2ba2GgBge2bt0q+febb75JYGAgJ0+e7LZvrLf49a9/zc9+9jOys7NxOp0kJyfj6el6f/pPGLQirTs++/N2Dm48BkDG3mw2vLhOIjSuRGh8MOGJoRSfK0MmExg1WxrAXlfewBtPv0N9eQNypYLakjoWP9iz6WlfcKVsz2m3TyRsSAhtzR3EpUa5HDdsUiJ7PzhMSXY5/uF+RF72uuSfLEKjUxMU5U9JVgWV+dWS1+741jN88vstmNs68Qn25p5frXJ5bTtaTdSW1uMX6jNg2Z46vdaln+1SFtwzA5PRTENVM5Nnj2HEVFfD4cNfnKKmtJ6Q6EBKsis4tSuTOeumdHO2/ifjQB7b3j6ETCGjKKsCuULGiodmD/RlubkEc6cV0Smic+emunHTbxiNRsm/1Wo1avWVfwdbW1sB8PW9tg/JN4JOp+s2aP1GualEWnFGKZ5eOgIi/CjJKqemuO6aRZpOr+WeX91B5oFclGolqdOTJb1BJZnl1Jc3EpUcTkNFE+f250hEmiiKXdOb50rxD/Nj/C2j+22rFLq2c680RLHw/tkERQXS3tLB0HFDXKYeo4dFUJFXTUlWBZ7eHgRFS9cz9mVj67QRPSycksxy8k8USV7buvIG/vHfH1Bb2oBPkIE1T68gJiXS5TqcTucVbVL6mqCoAB7+7foerUKgK4FBdIrYbXYELnq8XY7dZifrSAFWs5WhY+Jchj36gtbGdmxWO1GxIVQV19NY3dLnz+nm2jl6oogvtmbgdIrMmDqUmdOGui1B3Li5nD4YHIiIiJB8+b//+7/5n//5n54fJoo8+eSTTJ48mZSUlF66GClOp5O33nqLTz75hJKSEgRBICYmhpUrV3LnnXf2ynvDTSXS4kfGcOCToxSfK8M7yMtlMOBqePkbJAazl+Ib7I3OoKWqoAarxcaQdKkgyj6cz/u/2YTJaEYml2Hu6GTu+umSYxwOBx0tJjy8dP3uc6ZUKRm/eHSP64vun43B15Om2laGTUggLjVasu4X6oPNaqe2tKuSeHku56md5yjPrSJsSDCVBTUc+fykRKSJosjeDw9zcNNxPLx0LHtsPtHDpL9U/cWVrEIAJi8dQ1leFY1VLSSMiiV9juvkoCiKbHptJ0e/PIPD4SA2JYJ7f3EbOr22mzP2HnHDI/AJNFCaW41aq2LYuPg+fT43105beyeff3mWjg4LCoWcHbuzSE4KJcS9lezGTZ9TXl6OwXBxB+dqVbTHHnuMjIwMDhw40CfXI4oiS5YsYcuWLaSmpjJ8+HBEUSQnJ4e7776bTz75hE2bNt3w89xUIm3Rg3PwDfGhramNpPEJLtFFN0JcWjTLvreAU7vO4RNoYN7d0oifqsIaTEYzMSmRVJyvpiSzXLLeXNfKe89vpKqwhqDoANb+7NZusysHCp1e6/I9XcrsdVPp7LBQWVBD8oQERs+RTp8qVQoQwGKyIIoiKo20iliSVcG2t/YAXUMan7y6hR/8+X6JTYjNauf0rnN0tJoZOi6ekJje8bC7XoKjA3js5fUYm9rxDjB0K+jM7Z1kHs7Dw0uLh5eO0twqyvOrSezjgYuIIcHc81/LKMmpxDfIi6T0wTfg8V3FbndgtztRq5UolXJMJit2m2OgL8uNm8FHH1TSDAaDRKRdie9973ts3ryZffv2ER5+bbtt18tbb73Fvn372LVrFzNmSO+tu3fvZtmyZfzzn/9k/fr1N/Q8N5VI03pomLm65xwsp9NJ0dlSHHYHMSOiUKmvfTtSEATGLRzFuIWuE4MAIbFBaPVaijPLkMllRA2T/scf/fwkOUfy8QvzJe94IYc+Pc6iBy6ahjrsDo5uOUVdWQORSeGMnJkyqLZJ9D6erP7p8h7XxywYyfnTxZTnVRGXGs2UW8dL1k2tJiwmKyGxgbTUG2lr7sBhdyJTXRRpn7++kwOfHMNudxD8xUkeeHEdfqEDY4+h0qh6TJeALksQvbcnFedrMLV3ovXUdDuo0BeExwURHhfUL8/l5trx9tIxfmwc+w/lY7HaGT0yitB+TI9w48bNlRFFke9973ts3LiRPXv2EBMTc/UH/Ye8++67PP300y4CDWDmzJn89Kc/5e233/5uibQrIYoim/+0jUOfHsdhdzB8ShLrfr6y1yY0h01M5PYfLaU4owT/cH8XexBrpw0R0Hqov/631Ej3wCdH2fzaNmwWO1q9BrlcRur0YZJjqotqaazuctn3DhhcWygGX0/uf2Etbc0deHrrXF7XmBGRxI6IpCijFIVKyeTlYyWpA6IoknUwD42nustGJLuS0pwKiUgTRZG9Hx3hyGcnMfjrWfLQXEniQH8iV8i57QcL+PLNvZjazUxZNobQ2J4rf7XljZw7lI9KrSR9Vgo6fd/ZergZGARBYMnCVNKGR+BwOomM8EPeQz+jGzdu+p9HH32Ud955h08//RS9Xk9NTQ0AXl5eaLW926qSkZHBb37zmx7XFyxYwO9///sbfp5BK9L2fnCIBXfNvmaR1dbUzsntZ9Ho1Ki1KrIP51ORX91rfVGCIDBq1nBGXWZC+w2j5owg61AutWUNhMQEMnpummS9NLsC0SkSOzyS4nNlVBbUSERa5sFcPvjNp7Q1txMUHcg9v7rDpfnfbrNjMprx9PEYkLQBuUKOd0D35eZvBjMKzhSj0WkYMlr6CUYQBIJjAsnYn0NnhwUPbw98g6VVtKKMMra+uQeA6pJ6Nv7hSx77/T0uFUdRFDG3d6LWqfv0JhmZGMqDL/TsbfcNxqZ2/vncp1QV1SLIBEqyK7jzqaWDqlLqpncQBIGoSL+Bvgw3bgY3A5Q48NprrwEwffp0ydfffPNN7r777l66oC6ampoICup5xyMoKIjm5uYbfp5BK9K2vrUHvwA/Ji4dc03HKzVK1FoVzbWtWM1WlGolGg9pY6EoirTUtSJXyq8rzeBaCB8SwqOv3ktdWQMBEX4uFhXhiaGc+SqTkqxy1B5qgi/rxzq25RTGpnYiEkIoza0k80CuRKRVF9Xy7gsbaapuJnZEFHf8dHmfN7FfLx5eOlKnDetxfcX3F+Dpo6O1vo30ualED3O1+LCYLIQNCaG5toWW+jacThG5/KLY6TRZ+PjVLeSfLMIv2Jvbf7iE4OiBye/8hqqiOmrLGggfEkx7i4mirArM7ZYBq6aZ2jvpNFnx9vfsEzHvdDrJzajAbLIwJDkMg7fu6g9y48aNmz5GFPsvQ8rhcKBQ9Cyh5HI5drv9hp9n0Io0h9VGfWXjNR+v9dCw9LEFfP6X7dgsdmasniwJV3c6nXzx+g6OfnEKuULOgvtmXXEa8j/B4Kd3mYr8hqkrx6NQyqkpqSN6WCQjZ0pHgnUGLU67g9aGNmQymYvA3PXOfkoyy/EL8SZjbzZDRscxZcW4C+umNjNb3thNRV4ViWPimHPn1H41470WfIO9ueNHS3tcjxkeQeTQMEpzKlFplExZkepSKTvzVRYnd2Rg8NNTdK6MnW/vZ93PVvT1pV8RvxBvDH6eVBbU4nQ6GZIWjcaj+8D1vibnVAkb/74Xc4eVYWNiuHXDdJew+xtl+8aT7P4iA7vNTmRcIPc9MR+91+D6wODGjRs3fYkoitx99909TplaLJZeeZ7BdRe/BJ2XrlsfLlEUEUWx2wrB8ClJJE9IwOl0uniYVZ6v5uCm4yhVCjrbO9n65m5GTEvut2qUQqlg6soJPa7PXjeVpuoW6srqGTM/jdFzpdmbNosNmUxA66mhqaYFu1Wq0He/d5D9Hx5G46mhLKcC7wAvJtxyUYSKokjG3mwqz9cQHBNA2syUQRfQrvfx5L7nVlNwuhitXktiN5ONFrMVp8OJp7cHxqZ2zO2d3Z6rLK+KkzvPoVQrmLh4NL7B3n123QFhvqz6wQKObstA66Fm+q1jB+S1FUWRL987QnN9GwYfD07uzSVlTCwpY3pvQtRhd3Di4HlUagVBYd6UFdZRcr6G4el916Drxo2bm4zvQMD6XXfdddVjbnRoAAaxSFv142UMnyINg64uquXj331Oc20r6fNSmXf3DJeboVwhR46rR5nT2RVaLlfIkclliE4R0SkN6D61M4OTO85i8Dcwd/20frXQ8A/z4+FX7sZmsaFUK136mSYuHUtZTiV15Y1EJUcwYlqyZL2hogm5Uk5wdADFmeW01kvdmU/vzuT933xKZ4cFtVaFzepg3MKRkmPaWzooy63E4KcfsFgog69nj31/ACmTEjmx/SxVRXXofTyYeItrNbS1oY23n99ETUk9AGU5VTz44po+9a5LHBVD4qiBFyoOuwOZTEChlCOKIDp79x1OJpdh8NbRWFeDw+FAo1PhMci23d24ceOmr3nzzTf75XkGrUhLGjfERahsfm0r+SeK8PTWsevt/UQkhpEyyTX2pzvCE0IYPTeVUzszkCvlTF81CQ+viw7yxZllfPzK55jbO7Hb7LQ3t3Pfc2t79Xu6GoIgoNJ0v02WmB7H9/54H821rQTHBOJhkPYBDZuYQO7R85RkVeAdYCB+ZLRkvTy3ks4OCzEpEZRklVOSVS4Raa0NRt54+l0q8qvQ6rUse2w+Y+aluVzHN3v+A9UU7xfiwwMvrqOyoAafQIPLcAV0+bQ11bQQnhCCub2TmtJ6OlpNPW5FDxTN9Ubyz5Si89SQPCb2hkWkIAjMXjGGzf/cT1uLiWHpMQwZ0buGwoIgsGL9ZD5//yjGFhMTZiQRk+C2C3Hjxs1FBLHrT2+d67vMoBVp3dFa34bWU41fiA9leVWYjOZrfqxcLmflk4uZvHwsCqWcgAh/yXpTdTPtLSaiksNorGqmurAWURQviBGH3cH2f+whY282QdGBLH1sPj6B/WuT4Rvs4zIR+Q3pc1Px9PagoaKJiKGhLlOtgZEBKFQKynIrkcllLkayOUfOU5pTQfiQEGpL6jm46ZiLSDuzJ4vt/9iDIAjMu2cGIy6rdPYXeh8Pho6J63E9MMIPv1AfKvKrQRBIGhuHRw8h5fUVjWQcyEOpVpI+O6Xftr9bG9t589efUllUh1whZ9qy0Sxaf+P5oSMnJxCVEIyprZPgSD8Uyt6vHoZH+/PQTxb1+nnduHHzbWGgIta/fdxUIm384tFs+etOyvKqiEgMZch1ur/LZDJC47qPkopMCicw0p+S7Arkchlj5qdJqkVn92Sx89/7UKmVVBZUo9apXMxfjU1t1BTX4R/m26OY6isEQSBp3BAY1/362AVp2Kw2SjLLCU8MZeJSqc9bl52FnLbGNqwWm0ulrqXeyKd/3Epbc0dXZNIfviR6WAQG34sGr6IoUnimlPrKRiITQwkbqC1TPz13/mwFp3dnolQpGL9oVLdWHW1N7fzjV59QWViLIAgUnSvjrp+v6JcqYWleFZVFdYTHB9FU28qZfbnMXzupVyxFfAMN+AZemzO3Gzdu3LgZvNxUIm3KreMJjQvG2NROXGqUi83FjRAQ7se9v15NzpF8PLx0jJwtzXNsa2rHbrUTFh+MrdBOU7XU/6S2tJ5/PPM+tWX1eAUYWPuzW13yMQcSuULO1FvHM/WypIBvGD5lKJOWpZOxL4eYlEgWbJglWTe3mek0WfAOMHT5lHV0Ym4zS0Ta6d2ZfPS7LZiMJnyCvLnrv29zsdnoL8Liggi7imt/VXGXdUZYfDAdRhMl2RWYjGY8vPreUkLv7YHWU01teSMWs5XQ6ABksu/2J8brxW53YLHY0elUbk86N24GE9+BwYH+4qYSaYIgED+y5+bs9pYOTmw7g93mIHX6MALCr890MiQ2iJDY7m/sCelxBET4U5pTidZTw6jLRNyZrzKpOF9FREIoFeerOfrFSYlIs1ps7Pr3PooySokaFsHc9dN67D8bCBRKBSseX8SiB+ag0ihdBjICI/0ZOi6es3uyEQQYOXM4ARHS17fLqLaTqORwSrIqyD9Z6CLSqovrOLDpGA67g4mL04lMCuvz760n/EJ8MPjqqSqqw+lwEp8aicazf7zNopNCWbR+Ckd3ZGLw8WDh+sluoXEdlJY28P57R2hr6yQlJZxbV45B0YeDIW7cuHEzENxUIu1KOBwO3nnuE7IO5iLSJZoefuVul227/5SQ2CAe+M06ijPL8QnyYsgo6VbrNxOZJqMZ0Smi1kq9U458doLt/9iDUqXg/KkidHqtSw5paU4F1YW1hMQFEZXU/xUoQRDQ6Lr3fJEr5Kz+yTJGzRqOgEDCmDgXIecb5I3D5qCurBG5QobeV5p1ae208u4LmyjJrkAQoORcOY/9/h48e+gX62v8Q324/cmFHN3alVQx47ZxV91udDqd2K0Ol4D560UQBCbMT2XC/NSrH+zGhS8+P0N5RRPe3jqOHCkgITGEkSOjBvqy3Lhx8x1k165d7Nq1i7q6OpyXuUb8/e9/v6Fz97lIe/7553n66ad5/PHH+d3vftdnz9PW1N6VBRnig1qnpqakjtqSemJH9N4bd2BkAIGR3bvbj10wkqKMEkqzKhiSHsvU26SeaM21LTjsDqKSwinOLKOxskmynne8gH8/+zHGBiMGPz1rfnZrV4/ZJdhtdlob2tD7el5XeHxvodKoGD6552GBGXdMpMNooiK/mqFj40m/zOuttaGNhqpmAiP8kCvlNNcaaappcRFpNSV1HP3yDIIgMH7RKAIj+i6GJ3F0LInX2NtYklvFxtd20NbSwajpySxYP9Wd3ThAmM1WlEo5Hh5qjK1mrBbbQF+SGzduLuU7sk35i1/8gl/+8pekp6cTEhLS6zsifSrSjh8/zuuvv86IESOufvBlHNp8gjmrpyGXX9sWhqe3B/6hvhSfK0UQBPzD/fC5zMDUYrZw/mQRcqWChNE3bnlw+fPf++s1dLSa0Om1LueOHRHN0S2nKM4sQ2fQuQw9ZB/Oo7W+lZiUSIozy8g+lCsRaS31Rv797MdUFdYQEObH2p+tIDBSOqE60Oh9PFn9k2U9rvsEeREWH0z+ySIQRaKGRbhsSZvazPz7uU2U51YBUHi2lEdeXo9aO/Bbw5+98RXl52vw9Nax79OTxA2PJKkbw103fc+0aUPZuPEktTVGYmIDSB42cNvmbty4+e7y5z//mbfeeos777yzT87fZyKtvb2dtWvX8te//pVnn322x+MsFoskPsFo7DJh/eIv2/H29rrm6CaFUsGap1ew5/2D2Cx2JixJl1hk2Kw2/v2rj8g6mIdMLmPc4lGsfOKWXlW9MpkMvY9nt2spk4dy1y/uoPJ8NSGxQQwdGy9ZN/gZEGQy6sobEQQBrwCpvcexLafJP1FIQLgvRedK2b/xKLc+ftEGQRRFDn16gqzDeQRG+jPnzqm9ttXbWyiUCtb9bDnHt2XgdDgZNSsF7WU9YM21rTRUNhMSG4jT4aS+somWOiNBUa6CtMvPzoTez7PPK1qiKNLRakatVWHw9aS9tY5OU+/Efri5ftLHxBIW7ovRaCYiwhddD9v0bty46X++Sz5pVquViRMn9tn5+0ykPfrooyxatIjZs2dfUaQ9//zz/OIXv3D5us1io7a0zuXrbc3tdLSaCAj3c6lWBUUFsOrHy7p9nsrzNeQdL8A/zBeL2crZr7KYu366y4So1WJDoZT3eqyPIAgkpseRmN69v9fEZWNorm2h8EwJI2cNZ9LysZJ1p6Nrn1upViIg4LBJ970zD+Sy6f+2IjqcZB3IxWl3suLxhZJj2prbyTteiEanJmn8kD514O8JL38Ds9dO7nHdL8SbwAhfSrMrAYgbEYVPkOsUb21ZA+/+72Yaq5qJSAxl9Y+WoPfpu942QRCYvGQUW/+1n5qSBuJSIkhIc/dADSQhId6EhHgP9GW4cePmO8yGDRt45513+PnPf94n5+8Tkfbee+9x6tQpjh8/ftVjn3rqKZ588skL/zYajURERKDx1BAxVNo8n30kn49f/gxTm5kho2JZ87Nbe2x0vxydXoNaq6alrhW7zYFviA+qS7bQnE4n2978iqNbTuHhpePWHyzu1X62q6H10LDyyVt6XB81ZziZB3OpLWsgJDaQ8YtHSdYbq5qxmq1EDwunuqiWqsIayXqH0cTff/YexZllXeapK8ez5JF5Ls8jiiJOpzhgvVYaDw3rnl7O8e0ZCAKMnZ/W7RTs3o+PUnyuHP8wX3KOnOfEjgxm3N5zNmpvMGnRSCITQugwmolKDEWn759JUDdu3LhxMzjp7Ozk9ddfZ+fOnYwYMQKlUtov/vLLL9/Q+XtdpJWXl/P444+zfft2NJqr38TUanW3KfK3PrGYkTNTJF/b8Y89NNW04hfizbn9OWQfynOxwuiJwMgAFj84h51v70epVrD4wbloPS5e3/lTxXz13oEus9r8ajb9YQtPvP6QZDtUFEWMjW1oPTX9bp8RGOHPw6/cRX15I36hPi7bqtEpEXgFGCjJqkCpUpA8IUGyXppVQWl2OWHxwRgb2ji16xzz750h+T4KThfz6Z+20dnRyeTl45i6cvyA2EIERvqzaMPMKx5jt9oRZAJqrQqnKGK3Ofr8ugRBIDJhYAx63bhx4+am4Tvkk5aRkUFaWhoAmZmZkrXeuH/2ukg7efIkdXV1jB59sZfM4XCwb98+/vjHP2KxWK5pGCB12rBeFwjjFo1mzIKRCILgcm6LyYKt045/qB8Ou5MOo1kSC2XttPL+/35K3rECDH56bvvhEmJSInv1+q6Gh0GHx7Du+8yih0Vwzy9XUXi2FN9gL1JnSAWuh7cOjYeG+q/NU6OSw1GoLv73O+wONv7hS6oKa1Hr1Gz7xx5ihkcSOVTakN1Y1UR5fjX+oT6EJ4T2/jd5jYxfOJLirHIaKpuITAwlbXpyj8fWlDaQe7wQT28dadOSUCi/Nc4zF2hrNVGcV4PeoCU6MdjtuebGjRs3/cBXX33Vp+fv9bvVrFmzOHfunORr99xzD0OHDuUnP/nJNU9rdsec9dP46OXPaG81kTJ5KMkTE6/7HD31msWPjCFuZDRFZ0tRaVVMXj5OcmzGvhxO7cjAO8BA5fkatr25m4d+e7fkHPUVjZRkleMb7E3siKh+v1HGDI8kZnj3wjFyaBiLH5jNgY3H8PDSccvDcyXfn81qp8NowtNbh6ePJ3VlDZjbOiXnqCqs4a1n3qeurBG9nye3//CWK1py9CWxwyN59LfraappISgqAA9D95mbDVXNvPXLj6kta0CukFNdXMct98/q9ti+xOFw0lDVjMZDjZdv98Ml/ymtTR28+fJWygvr0OhULFw1jklzU67+QDdu3LjpA9zJnb1Hr4s0vV5PSsplVRwPD/z8/Fy+fr0kT0jkB38JpaPFRGCkf682vuv0Wu57bg3FmeXo9FqikqX9cA6bvcukVqdGrpBh7ZT6MlUX1fL3n71DXVkDOoOO5d9fyNgFI3vt+m4UQRCYuHQME5eO6XZdo1OTPjeNfR8doaO1jiGjY4m6LC0g+3A+tWUNRCWHU55XxcntGS4izWF3cGZPNsbGNhJGxfRpfqd3gAHvgCtHg5XlVlFX3kDk0DAaq5s5dzCfxRtm9quAtlntfPjaLrKPF6HSKLnlrimMnHL9HzB6oiCrkrKCOsJj/amvbuXwziy3SHPjZhBhdTjIqK/B7nSSGhCMVtn/Ppdu+o6WlhbeeOMNcnJyunK0k5K477778PLyuvqDr8JNt+9j8NVj8NV3u1ZdVMvudw9g7bQycenYHicpe0LrqSV5fEK3a8kTE4kbGUNZdgV6Xw+mr5okWc89VkDd1wKmqqCGkzszJCLNbrOz7a2vyDyQR1h8MLc8PLdXs0d7g4UbZpIwKgZLp5X4tBiXoQytXotMLqO5pgWn3emSKACw49/72fnv/disdvxDfdjw3Ooeo7b6A58gL3QGLVWFtdisduJSIvq9wlmQWcGZA/l4+XlgbOpg+wdHSZ00pNcmiDU6FUqlnOaGdiwmKwbvwWW94sbNdxlRFPlrxgn2lRfjFEXSg8N4In0SqhvYVXIzeDhx4gTz5s1Dq9UyduxYRFHklVde4bnnnmP79u2MGjXq6ie5Av0i0vbs2dPnz2G32Xn3hY2UZJYhk8koz63i0d/fi1+IT6+cX+/jyf0vrqOqoAaDnyf+YVITVk8fD+RKBQ2VTVgtNnwCpQLs9K5z7Hr7AGqNksrz1ah1Km77f0skx9SW1lN8rgyfIC8S0uP6XUzIZDISriBs0+emUllQTe7RAoZPGcrM1ZNcjsk8mItCpSBsSDAlWRWUZFV0K9JqSxtoqTcSFh/Up7FQ0clhLHtoLid3Z+Ltr2fOFew/+pw+aoAdmhbJtMWpnDp4nqBQHxat6dspVzdu3Fw79WYTJ2oq8VZrUMnlZNTXUGZsId6n75JUBpzv0ODAE088wZIlS/jrX/+KQtElqex2Oxs2bOAHP/gB+/btu6Hz33SVtJ4wGc00VTfjF+KD1lNDXXkjLXWtvSbSoGtLsCdbjpEzU6gpruXcvhziR8Uy7+4ZkvW2pnYcNjuBCSFUnK+muaZFsl5dVMsbT79DfXkDGk8NSx6ex6RlUq80AIvZikKlGBCLDLVWxe3/bwkOh7PH5w+ODqQ8t4rKghq0nhp8gl3LvecO5PLR776kw2giNC6Ie/7nNnyCbrws3B2CIJA+O4X02de3/eewd02L9saWenxKOCMnJ5B1oggPg5a5q8b1qg+fXC5j4apxzLs1HZlc5h4acONmEKFTKNEpFNSZTMhlAnqlCr3Kbb78beHEiRMSgQagUCj48Y9/THp6+g2f/1sj0jx9PIgZHsm5/Tk01bQQmRxOcEyg5JjmulbOfpWJXCFn5KzhvVrBUSgV3PLQPG55yNV7DCBhTDx+Yb6UZFeg02tcpi/PnyqivryB6OQIqopqObXrnESkORxOvnh9J6d2ZuDh7cHKJxb1+3TpN1xJIN7y4GzUWhWN1c2kTkvudsv50OaTtLd0EBITQHluFZmH8pmyvPteuYHg9N4ctr19EIA5qycyekbPk6PXglKlYNX35lBf1YJGp+r1wYFvGAhzYlEUOXLwPCeOFuLt48GCW0biH9B9O4IbN99FPFUq7huRzjvZZ3GIIisSkgny6Jv3gEHDd6iSZjAYKCsrY+jQoZKvl5eXo9ff+Hvht0akyWQyVj+1goTRZ7HbHIyYliyJRTJ3dPKP/36f4oxSEASyj+Sz4fm1/XZjCx8SwgO/uZOSzHL8Qn2IHxkjWdf7eqJQKagtq8dituAXKq0A5h0vYN9HR9B6qKnIq2Lzn7bz+J82SI5prmvlzO5MZDIZo+YM7zGiqi/x8jdw25OLr3iMxlONw+agvdX0tddZ90201k4reSeKEEUYOia2X7zpWhvb+ezve+kwmgH4/M29xKWEX3VA4WrIZDKCwn174xIHFYXna9n88Qnsdgfn82qwdNrY8Ej/T8+6cTOYGRUUysjAriEqd6X728WqVau47777eOmll5g4cSKCIHDgwAF+9KMfsXr16hs+/00n0iryqzA2tROVHO6STanTa5ly6/huH1dX1kBVQTUhMYHYLHZKsytormvFP/TijdPpdNJQ2YRaq+qTpv7g6ECCowO7XRsxLZm5ZdM581UWSeMTWHCf9EZnMVmx2+zoff2wWmx0GE0SH7dOk4V//s+HFGaUICCQfTSf+19Y6+IJ5nQ6sVnsAxpYPvfOqbTUGWmqaSV97ghSp7lWqhwOJ+//9gvO7MsGEUZMGcq6p5b1uajuNFmwdlrRe+sQBAFzRyedJmufPufNTEtzByazlahofxrqjdTVGgf6ktx8h7HY7dS2t+Oj1aLvxiR9IHGLs28nL730EoIgsH79eux2OwBKpZKHH36YF1544YbPf1OJtKNfnGTzn7Zhbu8kMjmce59djcHv2sqJ3gEGDH56qovrEEWIGBoqyXp02B189PJnnN2ThVKt5JaH55E+N7WvvhUX5HI58+6e4dLL9g0J6bHEpUVTnFGKxkPD1FulaQD15Y1UFlQTEh2Iw+6gLKeK5tpWAsIvNqdW5Ffx0cuf01JvZMS0ZJY8PHdAjF1DYgJ57Hd30WmyotNrun3zaqhsIvdEIT4BXggC5J0ooq68kZCY7kVubxEQ5sPwCQmc2pONCIycOpSAb2EFrLeIjg0kONib0pIGFAoZE6e680zdDAzNZjN/OHiEoqYmfLVaHpowlgR//4G+rO8m36HtTpVKxauvvsrzzz9PYWEhoigSHx+PTtc7U/Y3lUjb/8lRrJ02QmKDKDlXRu6xgmv2IvPyN3DHT5ez/+MjKJQKZtwxCbX24ietgjMlnNh2Fk9vHe0tHWx9czdpM4ZJRIzdZqe2tB6dQYdPYN80uveEh0HHhufWUJJVjoeXjohEqdu/d6ABb38DNSX1iKJI+JAQF4uMLW/spjirHC8/PYc+PU7siCjSpg+THGPu6KQsuxIPLy1hQ0L67NOfXCHv0YAWuqqiGp2alvpWQMDg54lO3/PxvYVMJuPWR+eQNjURUYT4EZEDlmN6M+AfoOe+h2aQl1uNh6eaVHfovJsB4lBpGedqagkzGChvNfJl7nkSJrtFmpv+QafTMXz48F4/700l0jy8dFjMVoyNbciVcjQe11fOjk+LIT4tpsd1kW+2DwUX9W4xW3j715+Qd7wArYea5d9fROplAqev0XpqSBo3pNs1vY8nq59azv5PjiKTy5h++wQXn7OOVhMqtRK9n5625nYsJotk3dRm5q1n3qcooxS1Ts3CDbOY1IP5bV+j9/Fg+aPz2PbPfYiIzFs3BS//nqumdpudysI61FolQZH+NyQuFUo5iaN6/jlxIyUw2IvAbqZ43bjpbwS63se/+bubgeHbnjjw5JNP8qtf/QoPDw+efPLJKx476ALW+5JFD8zB3GamtaGNycvHMew/iIXqibjUKEbNGs65/blo9Rrm3jVdUkXLPVpA5v4c/EJ8aKppYfs/9zBiWrJ0y7GikfMni9D7ejJsUmKv2ixcC1eKhQKYtGwMm/+0neqiWqKSIxg6Nl6yfv5UEQWniwmKDqSpppl9Hx5m4pJ0F8HTXNtKTUkd/mG+ku3U3iZlYgLDJnSJ0iuJLpvVznsvf0HWkQKUKgVzVk9k6iCaFnXj5tuAKIpUt7ahksvx1/edt+F/ysSoSE5WVFHc1EyktxcLk7o3JnfTD3zLtztPnz6NzWa78PeeGJQB631J5NAwfvCXB7F22lyqRDeKQqngjp8uZ8bqejQ6NT5B3pJ1QSaA0NXQLoqiiwBrqGribz99m5riWpRqJXPumsa8u7rvLxsoxs4fSWhsEMbGdiKTwlwsSFRqFXKlnPaWDqxmKxpPjcs5KvKr+ecvP6KhqgnvAANrn1pOXFp0n13ztfyQl+RUcu5QPl5+ejpaTezdeJzxC9JQadzRK27c9AYOp5N/HTrN4YIyFDIZK9JTmJV8fYkufY2PVstPpk+hvqMDb40WT/XADUe5+XZzaah6Xwes33TNNjKZrEeBVni2hFcf+Su/ueuPHPuyZ3V7pXOHxAS5CDSAoeOGMHLmcDo7OvEJ9mb+vdL8x6KzpdSU1BGVHI5SpeD0TmnIvCiKHPr0OL976C+8+fN3qStvuO7r6w3CE0JJnpDQrUdcwpg4pqwYh1wuIzQumCUPz3MRSRn7c6gpqSMsPpjG6haO78jor0vvEblchlwuw2q2YrPaUSjkg7NG7sbNTUpRXRP780tQyuV02uxsPpWNyWq7+gP7GbVCQbiXl1ugDTRiL/8ZxJjNZkwm04V/l5aW8rvf/Y7t27f3yvlvqkralbBabHz4283UFNWhVCvY/KetRCaF9Wh5cb2o1ErW/tetNFQ2odNrXUSOl78ejU5NbUk95vZOFx+0ooxSPvvzNhw2B0UZZVg7rTz4v3dJv4dOK8XnylBpVEQPQMakXC5jycPzmHPnNJRqRbeTnyqNCplMhrGpHdEpotO7VttEUeTAphOc3JGBb4g3i+6b6eL71ptEJ4cxafEoju/MxMtfz8J7p6FSu6tobty4ceOmb1m6dCkrVqzgoYceoqWlhbFjx6JSqWhoaODll1/m4YcfvqHzf3tEmtlKR6sZL38DWr2Ghsom2ls6evU5ZDIZgRHdTwslpMex+ME5HN96Bt8QbxY/OEey3lpvxNTWSeTQMJqqmqkva5T4nFktNv71q4/IPnwehVLO9FUTWXDvzF69/mtF28025zeMXzSSstxKSrMrGDYxgSkrxrkck3eiiC/+tguA4qwKHA4n9/zPbX12vTKZjEX3Tmfq8jEoVYorXn9/0ljbSlNdG8GRvui93KHnbnomt7yOs4VVeGrVTE+Nw6MfjJuvh9hAX6YkRHO4oAyNUsGSUcnoVO4PQm7cnDp1ildeeQWAjz76iODgYE6fPs3HH3/MM8884xZp3+DhpWPE1CSOfH4SY1MbQ0bHEp4gtamoLa3n2JenEQSB8YtHuYSk3wiCIDDl1vE9munGDI8kLC6YstxKFEo5E5aNkVTKyrIryDlSgF+INyajmSOfn2TabRMkthN1ZQ3s+fAwtk4bE24Z3WOOaF/i6e3BPb+8nU6TBY1O3W21z9jYhsVkJTIplPryJhoqmvr8ugRBwNBHcUv/CfkZ5Xzw2m6MzR0ERfiy/sn5BIR4D/RluRmElNe38PrnR2hs60AmCNQ2t3HvfNfc3oFELpNx16RRzE0ZMmgHB9wMIr7lgwOXYjKZLsQ/bd++nRUrViCTyRg/fjylpaU3fP5vjUgTBIHl31/I0LFDsFntJI6Jk/SumdvN/OsXH1KaUwFAwekiHvndPf0SNQTgE+TNvc+vIf94IR5eOlImS3O+VFoVSrWCtuYOLCYL/mF+KFRSj7Z3nt9I0dlSBAGKz5Xx2B/udYkrstvstLeY0Pt69pm/lyAIaD16rlbFDo8kKMqfspxKlGoladN7zr4syizj/OkSvPz0pM8Z3u/musamdhprWgkI88GzF6tdR3dl0VTfRliMP5VF9Zw7WsjMZaN77fxuvj1U1LfS1G4iPtSfupZ28irqJVX2wYIgCIR6934Sixs3NzPx8fFs2rSJ5cuXs23bNp544gkA6urqMBhu/PflphJpoiiSf7KItqZ24tKiXQxlFUoFw6ckdfvYxqpm6isaCY0NwulwUlvaQEtdK4GRAReOcdgdVBXWoFQrCYoK6PU3Sf9QX/yXdu9eH5EYyux1UzjwyTEMfnqWPDxX0lfV3mKivqIR/zAf1Do19RVNNFU3S0RabWk97724ifrKJiKHhrH6p8sGJL/TP8yXe3+1ioIzJeh9PBk2sXtvt7K8Kv757EZa6lpRKBU017Wy4O7p/Xad5edreOeVL2mqMxIQ5sOdP1xEUETvVFfVWhWi6MTU1gmCgFJ1U/2quelHwvwN+HhqKaxqBCA1LnTQCTQ3bq6Hb7tP2qU888wzrFmzhieeeIJZs2YxYcIEoKuqNnLktZntX4mb6s6x78PDbPnbLjpNFsLig9nwwlp8g6+tId03xAf/MF/KcisBkdgR0XhfIvIcdgfv/2YTZ/dmo1DImbN+GtNXTeqj78QVQRCYtWYKk5ePQ66QuVSU9L6eRCaFkX0oD1HssiMJigqQHLP3o8MUZZTiF+pL9qE8Tmw7y4w7pN+D0+mkIr8amUzo00SBwAg/Aq8ieMrzqmitNxKdHE5tWQO5J4r6VaQd35VFTVkDoTEBVBbUcmpvLgvW9c7/+fRbRlJb0URjrZER42MZNaX3PP2uREFuNTVVzYRF+hETH9Qvz+nmxogM9GHDgnGcLqhEr1Mza2T3H2rcuHEz+Fi5ciWTJ0+murqa1NSLUZKzZs1i+fLlN3z+m0qkHdt6GhCJHBpGWW4l508VM27htYk0nV7Lnf99G0e3nEImCIy/JV2y1VmaXcHp3ZnofTwxt5nZ8/4hxi0ahdbzYk+Yw+6gurgOtVbVZyauPQWfy+Uy1jy1nONbz2K32kmbOQyPy7bnbBY7CAJqnRpRBLvNIVl3Op18/LstnNxxFplM4P+3d9/xcZVX4v8/d7p67724y1WysdzBxh1iMKZ3yEKwExxvdlPIhpKAf0l2WfKDADFLgJAQHELHNAPGFWNb7r2q9y6NNP1+/zAQhOQi6Y5GI5336zV/aObOc88Msu7huc9zztQll7Dw7st89n/tMclRBIRYKDlegdvlITk7vk/PrzfqQQVH+9lSAgajdreHY5MiuO+hq2iz2gkKsfRJYeMDuwtZ+9IWrC12QsICuPGuGQzPSfb6eUXvjUqPZ1R63/7+C+E1g2hNGkB8fDzx8R3//U6apM26Ur9K0iJiwyg5WkZtaR0ms7FTknIh8emxfO+++V2+pjecrbXltDtxOd0EGnQo37qwupwuXv3tWxzcfASj2ciCu2YzpY9bJoVEBHPZDeee6clfnMuZA8XUltWRMjyRcZd2bFtVeaaa3Z/uxxJkwe10sX1dAVOuzO1UF05VVZrrWjAFmM679qy3hoxP5+oV8zm07TiRCeFcdm2+187VlakLx1FyvJLqsnqGTchg4uwcTcfXG/R9uqvzyMFSrC120jJjOHOyiuOHyyVJE0L0vUGWpH366ad8+umnVFdX4/F4Orz25z//uVdj+1WSdsUP5uF2uaktayBv3lhG5mvX9iN1RDLTrr6EL9ftJjg8kAV3z+mw8eD0/iL2bjhIWGQIrY1WPv3bJvLmj+uwbsza3MbxXacwWUwMn5SN3qDXLL6LkTkmjeV/uIOGykbi0mI6JbF6gx69Xo/D5sDtchMQZEH/nduqbpebt576iL0bDxEQaOGqH80/Z7/Q3lIUhbw5o8mbc3FNaR02JzvWH6C10crw3EzSRyb16vzRCeHc+5tltDRaCY0I6vP/XlqLiDq7/rCqohG9QU9YhJT9EEIIb3r44Yd55JFHyMvLIyFB+yVEfpWkxaXFcM9/33benU8ejweP29PtXYKKorDo3y5n+tLJGEwGgkI7XuB0Oh06nYLL6cbt9qDodHw7BFubnZd+tZYTBafRGXRMu+oSlvxwQZ/fSoyIDeu0oeJrsanRXHbDVDa+9gVmi4m5t8/qVLbi+O4zbF+3m8CwAGor6nlvzacMn5TdLxYyf/CXTWx6axcel4cd6w9w98PXkJjRu2LFBqOeiJiBsWNt+mUjaW22UXSqmqxh8eTP6Jt1cEII8V2+v2L0jWeffZYXX3yRW265xSvj+1WS9rVzJQzHdp7k7T9+iL3Nzoxr8pmxLL9byYWiKIRFd33BzhiTyiWLctn9yQGCI4JYePdsjN8q5lh8pJRT+wqJz4jF2tTGns8OMO+OSzvUOas4XcX29/egKDDlijxiU7sujOstiqJw2Q3TmLRgPIpO6ZSIAridLtxuD+YAE+1GA067s8uk2OPxcHJPIfZ2B1lj0zp8Tm85WnAGS5CZmKRIio6UUXqyqtdJ2kBiCTBx1Q1d1+kTQgihPYfDwZQpU7w2vl8maV1x2J288Yd1VBfXYg4w8dGLG8gal96poG1P6fV6rr5/EbOum4o5wNSpLVRQWCCWIDN15fU4bE4Ss+M7NPhua2nnr79+neJjZcDZXp/L/3BHp40CPZ0J7I6u+nZ+LXt8BqPyh3Bs12nMASYuu2Fql4veP3ppE5//4wucDhfZY9O4/eFlXk/UUobEs+PjA7S3VhAcHkhMkvdaTQkhhOihQbQm7e677+aVV17hv/7rv7wy/oBJ0lwOFzarjeCwQILCAqktb6C91abpORRFISqh68QgKTuBxffM5fN/bCMg2MIV987tkGjVVzZSW17/TZ22mtI6GqubOpTROHOgmDef/IDWhlbyr8xjzs0z+vw2oyXQzC2/uoayE5UEhlg6lfmAswnxzo/2YbIYiUmO5NT+YgoPlTJysndLB1z5/csIjQymsbqZ0dOGkTFSFsULIYTwHZvNxpo1a/jkk08YM2YMRmPHdmmPP/54r8YfMElaYEgAE+ePZ9M/v8Da3M7wS4aQ9p2LeFVRDdve2QnA5MW5JGRoW0cq/4o8Ji/O7TKxikqMIDY1msJDJQBkjU0nIu5fa8dUVeXNJz+g6HApQWEBfPLXzWSMTiN7XHqHcdqtNurK6omID+/ydqUWTGYjGTkp53zdYNQTFBZI6fEK3C435kBTl43WtRYcFsjiO2d5/TxicKqsa8HmcJIcG47BS906hBADy/79+xk3bhwABw8e7PCaFpMsAyZJA1j4/TkMm5iNw+Yka1x6hzpotjY7f/31Pyk6VIKKysndZ1jx5J0d6qBp4Vz/UQKCLNzyq2vY+eFeFEVh0sLxHeLzuD1YG60EhQYQERtG+alq2lvaO4xRW1bPXx55jeqiWiITwrnpF1eTNCRB0/gvhk6n4+ofzuftpz/G2tzOtCV5nRLir6mqyqEvTlB2qpL4tBjGTB/eLzYhCPFtn+8+ydubDuBwuhk/NInbF03C4Oe7fYXwmUF0u3PDhg1eHd+vkjRVVTmx+2xbqMyxndtC6XQ6hkzI7PK9jdVN1JbVEZd+tt1TbXk99ZWNJGX/K0lTVZXKwmp0Oh2xqdGaJxOxKdEs+v6cLl/TG/RMvjKPT17eRPmpajLHpZH1nVm0gvX7KTxUQkJGHGUnKvnivQKu+fHiTmPVlNbhaHcQnxnntf6dGTkp3P/HO1FV9byFWvdvPsra/12HrcWOOdCE0+4i7/KLK7khRF9wOF188MURHE43IYFmdh0tYerYTEakS8cGIXpkECVpAJs3b+ZPf/oTp0+f5rXXXiMpKYmXX36ZjIwMpk2b1qux/SpJ2/TP7bz/f59gs3a/LVREXBhxaTGc3leECmTkpBL5rfVlHo+Hd/74IV9+sAedojDj2nzm3jqrT2d95tw0nczRqbS32MjsYsekopzd1uxxewAVRdc5ti1v7uCjlz7H5XAxduZIlv37FV6r/6UoygW/n6KjZbS32EgflUzRkTLOHCqRJE30K4qioNcpuN0enC43Op0OfR90iBBC+L/XX3+dW265hZtuuondu3djt9sBaGlp4bHHHuP999/v1fh+9Zdo5wd7QD3bFqrsRAUnCk5f9HvNAWZu/tUy5t81m/l3XMotDy7rUE2/qrCGL9/fg/Grxf5b3viSxprmTuO0NLTS2mjt/YfpgqIoZI1NJ2fa8C53Sk6cP47s8RlYm6ykjkhm6nc6Htja7Hz6yhacNicBwRZ2f3qAwoMlXon1YsUkRWIwGSg9UYmiKMT1cdmR76qvbqa8sBa323Phg8WgYDToWTJzDGHBAXg8KjPGZZKd7NvfUyH8maLxoz/7zW9+w7PPPstzzz3XYdPAlClT2L17d6/H96uZtIi4MIqPllFXVo/RYiToPKUkuhKdGMnCu2d3+ZqiU1B0Ch63G7fLjd6o73CrUFVVNvx9C5//YxuKojD3tllMXaJNb66LFREXzj3/fSuNVU2ExYR2Kt+h0yno9WdnBNwu9zef6bsKD5ey/uVNuBwuZlwzmVEadm74rknzxmJvd1J0uJTkYQnkL57gtXNdyK4NR1j31y047C5GTcxk2Q9mYzT51T8B4SWTRqYyMiMOu8NFZGigrJsUQlyUY8eOMWPGjE7Ph4aG0tjY2Ovx/eoKtfjeubhcLmpLG5ipcVuouLQYpi+9hG1v7cQUoGf2TTMIjQr55vWa0jo+/fsWVJcHt9vDRy9uIGfa8A7Fb1VVpa6iAY/LTUyK9mva4OzOy3MVwTVZTMy/8zLWrfkEp9PF5EW5pH9nl6bD5uC1/3mX8lNV6PQ6akrriE+POWdpkd7SG/TMuuYS4BKvjH+x3C4361/7knarnZDwQPZuOU7ujOEMG5/mtXOqqorL5f5mdlb0b8EBZoIDzBc+UAghvpKQkMDJkydJT0/v8PyWLVvIzOx6jXx3+NXVIy4thnt+f/62UKqqXnAxe1cURWH+HZcxeVEuOr2uU+cBt9ONx+XBZDaid7vxuD24nO4Ox2z8xzY+/dtm3G43k+aP58rl87sdR2/lzR3LsIlZOGxOIuPDO31P1qZ2mutaiYwPx2QxUV/ZQEt9q9eStJ7weDyc3F+CzWoja3QqQaHa7MBVFAXVo+LxqCg6vDqP3lDbyj9f3ExFaT1DRiZy1c1TsQSaLvxGIYTwd4No48A999zD/fffz5///GcURaG8vJwvvviCn/zkJ/zqV7/q9fh+laR97VwJ2ql9hbz91Ae0tdqYeU0+066+pNttoSLiwrt8LS49hrx5Y9n5wR4UnY6pSyYSGf+vY1saWtnw6hZcDhdGs5Ht63aTN29cp44H5acqaalvJWV4ktcq9IdEBJ/ztbCYELLHp7Nv42FUFbLHphHfRWslj8fDtncKOPzFcWJTo7n85umdGrZ7yydrt7Phnztw2J1kjkzm9v9aQlAvvyu9Qc+8Gybz3ktbcNic5M4YQXaO94rhfv7BPg7tKSIsIoidm4+TnB7D9Lk5XjufEEKIvvef//mfNDU1cemll2Kz2ZgxYwZms5mf/OQnrFixotfj+2WS1hW3y83rT7xH+clKzAFm3n/+U9JGpZA6PEmT8XU6HVf9aOFXfS91JGXHd5EAKt/M5CkK8J3Xd360l7f/+BHtLe2kjkjmjt9c36nBubfpdDqu+48rGTl5CG6Xh5H5Q7EEdr7Fc2jbcd790yeoqsrhL0/idntY+qMFXo/P7XKz4+MDGIwGohMjOHO4jDMHS8nJ7303g/HThpE9KhmbzUlUXKhXZzlbW2zodArhUUE0NVppb3N47VxCCCF859FHH+WBBx7g8OHDeDweRo4cSXCwNtd2v9rdeT4OuxNrYxsh4UFExofjaHN0KgbbWzqdjpRhSSQPSeiUoIVEBHPZjdMxWox43B7yr5xIUnZ8h2M2v/4lNquN+PQYzhws5uiXJzqdo7Gmmf2bDlNyrFzT2L/NEmhm4rxxTF404ZxJYn1l09kepFlxmANMVBbWeC2eb9PpdYREBGJtaaO+qglTgFHTGceQiCBiEsK9fhs6d8oQQiMCKTldQ1xiBDm53lv7JoQQom+1tbWxfPlykpKSiI2N5e677yY9PZ1JkyZplqDBAJpJCwiykDdvLJte205rYzVDcjNJ/U4V/KbaZnZ+uBeX082EOaOJTdF2m/3MZfmMmTECl9NNdFJkp0QuINiC0+6ipcGKXq/r0IAdzm5OeOGXr1J+uoqgsECW3r+QCXPGaBrjxcrISSYsJoTCQ6WYzEav9+X8mqIoLPm32bz93AasTW1MXjCWjFHazIb2pZHjUrnnPxZRV91MQmokUTGhF36TEEIMBINgTdqDDz7Iiy++yE033YTFYuHvf/87P/jBD3jttdc0Pc+ASdIAFv3b5QzNzcLe7iB7fEaHOmhul5u/Pfo6R788CarKwc1H+METt2ve//Jca9oAFn5/Nm3N7TTVtTD5ijxypg3v8PrhL45TdrKS1OGJlJ+qYvu63V0mac11LbQ0WIlNjfZaCYnU4Unc/tAyTu8vJiIujLEzR5z3+MaaZsrPVBOTGElMcmSvzp02PJEf/veNPdoA0p8kpESSkNK770IIIfyNlvXN+msxnDfeeIPnn3+e66+/HoCbb76ZqVOn4na70eu1KyDvd0laxekqmutbSRmW2Ok2mE6nY9jE7C7f11jTTNnxCmKSIjFajFQV11BTUkfQqI5JmsPmwONRu1yn1VtpI5JZ+ez3sbc7CAi2dDnTpjfoaKxuxulwERzRuQ7cke0neO3xd2lraSdrbDo3PXC11zYgpI9MJv0cPTm/reJMNX959E2qS+sJiw7h+lWLGDoho1fnvphuBkIIIYQvlJSUMH369G9+njRpEgaDgfLyclJSUs7zzu7xqyStYP0+3nryA9qa20kd+fXC+5ALvxEIiQwmKimSwgPFoEB8emyH3ZkAuz/Zz/vPfYLb5ebSG6YxfelkzRMFvUF/zqRq3GU5FB8t4+DWYwzLy2L+HZd2OuaTv22msbqZqKQIDn9xnEPbjjFx3jhNY+yuA1uPUVFYQ+qwREpPVLDr04O9TtLE4HT4VCX7j5cRHhLAjLxsAi1StkQIvzMIbne63W5Mpo5/nwwGAy6XS9Pz+FWStumf22lvaScuLYYz+4s4sv0Elyy8uAr2JrORmx5YyubXt+Nyusi/Iq9DsVprcxvvPvsxLfWtGIx6Pnrpc4ZNzCYuLcZbH6fLGK/58WKWrJiP3qDvMkHU6b7aQepWQem6HInb5abgkwM0VDaSOTaNIeO9mzCZA8woOoXm+lY8HggIloKgovsKy+p44c0vaGxuR1EUahus3HzFxAu/UQgh+piqqtx+++2Yzf+63tlsNu69916Cgv51F+yNN97o1Xn8KkkLDLHgdLhobbKi62Lh/YXEpcVwzaorunzNYXPitDsJDLZgNBtpbW7DYetYNqGysJqPX/qctpZ2plw5kTEzRvb4s5yP4TwV6i+/ZQaNNc1Ym9sYM30Eo6YO63TMhrXb+PCFz3E5XYRFh3DbQ9eSOTrVK7ECTJw7mqKjZZw5VMqIiVnMvNq33QWEfyqvbqKpxUZmSjTVdS2cKKr2dUhCiB5Q1LMPrcbqj2677bZOz918882an8evkrQFd8+htcFKU10LlyzO7bTwvjfCY0KZtGA8W9/aSbvVzthLR5GY9a8SGh6Ph1d/+xan9xWiN+gpP1FJbGo08emdC8F609C8LFY++32sjW1EJUagN3ReoHhs12n0Bj3JQxMoPFxK8dEyryZpgSEB3PKLJdjbHZgDTLKWTPRIYmwY4SEWTpfUggK5o7z3OyuEGJg2bdrE73//ewoKCqioqODNN99kyZIlmp/nhRde0HzMrvhVkpY6PImVf7rnnAvve0NRFBbfO5fR00fgdnlIz0npkADZ2x00VDYQERtGSEQw5aeraKhq6pCk2drsbPrndmpK6hg2MYvcy8d4JWEJCg08767U5KHxnNxzhtLjFViCzMQknXuHoc1qp73VRnhsaK9iVRTFK5stxOCRnhTF7Vflc+BEOWHBFmbkdb0JSAghzsVqtTJ27FjuuOMOli5d6utwes2vkjQ4/8L76pJa1v9lI60NViYvzmXsrFHdGlun05Exuuuio5ZAM0Pzstn14V4aa1pIGZ5I8tCEDses/8tGPv3bZhRF4cDmIwSGBGjaBP5izb1lJkazkZrSOoZPzD5nDEd3nuL1Jz/AZrWTM2UoS3+04Ly3WoXwtpFZ8YzMir/wgUKI/ssLGweam5s7PG02mzusB/vaggULWLDA+91x+sqAuSKrqso/fv82x3eewmAyUHq8nOjkSJKyEy785ougKArL/v0KssamY293kDNteKcemcVHyzBZjCRkxlF4qJSqoppOCVLx0TKOfnmS4PBA8uaPw2Tu3rq6ixEQbGHhnZed9xhVVXn/hQ3UVzYSFhXKzo8PkDNlGKN8kFQ21bXi8XgIjw6RW6VCCCE6+W5ZiwcffJCHHnrIN8H0oQGTpDkdLmpL6wmLCSU8JpSS4xU0VDZqlqQBmCwmJi/OPefr2eMzOLW3kDMHSwiJDCZlWMfm6pWF1bz4q7XUltWjN+ipLqllyQrfZfwux9mie0azAdXjwe3y9HkMm9/dzWf/3IHH42HKgrHMvWGKVxK1qrIGSk/XEJsYTkpW364jFEII0TslJSWEhv6rc0tXs2gD0YBJ0kxmIyMmD2H7ewU017WQlJ1Ayneaq7vdbo7vOo3D5mDIhEzNi8DOvnEaIeFB1Fc2kjUunezvlL4oPlJGXXk9GTkp1JTWcfiLE10madamNhqqGolKiuzQNUFLiqIw+/opvLPmExprmxk5eQhDc/u2tllzfSuf/XMHDrsTvUHPlvf2MHbqMOLTtG3XVXyyipf/8DF11c2EhAWw7PuXkjNR6rgJIYTXaLwrMzQ0tEOSNlgMmCQN4KofLSRtZAr2NjsjpwwjLLrjf9B1az5h8z+343K4GJKbyR2P3qBpEmQwGpjyvXPXdYpJjiI4PIjio2W4XR6GT+rcD7PkWDl/e/R1GqrPbkq49VfXEJXondZCuXNGkzYyibbmdhIy47zWYupcPB71bOsnvQ69XofT7cGjar/f+sieYmorm0gfGk/xySr2bT8pSZoQQoh+z++SNLfLja3NTmBIQKfbYue7HdlutVHw8T4sgSaCkyI5ta+Q4sOl52wj5Q0Zo1NZ+uPF7Pv8EOGxocy+cXqnY7a9u4uK01XEZ8RReLCEgk8OMPfWmV6LKToxEhIvfBxATVk9uzccRtEpTJyTQ0RsWK/OHRYVzNRF49j0zm6cDhcTZ48iPjWqV2N2JSjEgk6vo7aqCY9HJbSLdluDXWFJHYeOlhMUZGJybiYWL6yVFEIMDoOhTlpf8askrfhoGa/9zzs01TQzasowrrp/0UUvvDeaDASFB1J+ohKH3Yk5wERgaMfbnS0NrWx+/UusTVbGzhrF0NwszT/DhNmjmTB79DlfP9tQXMHt9oBytsNAV1obrZSdrCQiNozYVG1vD3bFZrXzt9++S+GRMkDl+O4z/Nuj1/Vq44OiKMy5djJjpgzF41GJS4n0SkP1ibOGU1Vaz7EDJQwdnczMRWM1P4c/q6xu4vm/baGmrgW9TkdFVRM3XDXJ12EJIUS3tba2cvLkyW9+PnPmDHv37iUyMpLUVP+rvehXSdoHz39K8eFSwmNC+XLdboZMyGTCnDEX9V6D0cDSlYt5+48f0t5iY8ayfJKHdpxCev1/32P3JwcAlYNbj3Lvf99GQmacFz7JuU1bMpHiI6XUVTQwZEIGuXM7JxR1FQ289NBrlJ+uIigskGtXLWbUlM6dB7RUW9FAVUkt8enReFweKgpraappISa5d7diFUUhLkX72bNvM1uMLL17Jqqqyu7RLhSX1VNb30pmWjQ1da0cOV4h35UQwi/t2rWLSy/9V9/rVatWAWc7BLz44os+iqrn/CpJs7XaMJgMBIUF0VjbgsPm7Nb7s8am8+M/3XN2HdR3ZmzcbjdFh0sJjQomKj6CwsMlVBXVdErSasvrqStvIDErrlMJDi0kZMax/A930FzXQnhsWJczVYe2Haf4WDnJQxKoOF3F1rd3eT1Ji4gNIzIunLJTVQCkDU8kNEr7z+9NknR0LS4mlLAQC0Ul9Xg8KiOy4+W7EkL0nKqefWg1VjfMmjUL1Qtrm33Fr5K06Usn8+b//z5VRTVkjE7tUaFYRVG6vADp9XqyxqWz4/09NNW2EJ0U2SlBO15wmr//f2/SXNtCfHostz1yLbEp2t9qtASaz1u93xRgRKfTYW204nK6CQjxzg7QbwsKDeDG/1jM9g/2otPryF80HnOAyevnFd6XlhzFjUsvYff+YkJDApg9Xbt2a0IIIXrOr5K0CXPGkJAVR3NdKynDEjUvoXHVjxYSnx5LW3M7o6cPJy4tpsPr298roL6ikeQh8ZQcL2f/xiPMubnz4n9vGzdrFKf2FXG84DRZY1K5/KZzx+B2uSk7WYnBZCAhI7ZXMyRJWXEsXTGvx+8X/deYkcmMGZns6zCEEEJ8i18laQAJGXEkZHS9TszldLF/42Gsze0Mn5RNTHL31joFhQYy5+YZ53zdHGhC9ahYm9tRdApGc8evT1VVvly3m61v7yQkIpjF98zp0KRdK5ZAMzf+bAltLe1Ygizo9V0vtne73Lz2xPvs3XgYvV7PzGsuYa4PkkohhBCDh+zu1I7fJWnn8/7/fcrGtdtwOV0kZMVzz+9vISIuXLPxL71+KlWFNdSU1jFmxgjy5nVc1F98pIx3nvkYp91J0eFSbFYbP3zqLq+s71EU5bxN1gHKTlayd+NhgkICsNucbH1nF/mLJhAiJSiEEEKIfm/AJGkej4d9Gw5iCTITlRBP0dEyzhws0TRJi02JZvkf7qC91UZgaECnzQfNdS20tbSTPCSBxuomGqqacDndnYrEWpvbqCqsISoxolPBXS3pDXr0eh12mxOn3YnJHIjeoH2JCyGEEOIbXmiwPlgNmCRNp9MRkxrN4W3HsLc7CAwNICK2cwKkqmqXuzsvlt6gJzi865mo9JwUUoYlUny0DIPBwKQF4zslaDWldbz00D+oKqolPCaUG39+FRmjvVO7JTErjhlLL2HbuwWYzIEsuGOW5uv4hBBCCOEdAyZJA1i6cjEBQRaa61qYtGA86Tkdk5/yU5W88Yd1NFY3M3H+OC6/daamxVNDIoK567EbObbjJJZgCzlTO5fF2PPZQUqOlpGYnUDFqSq+eK/Aa0maoijMu2UG+YsmoDfoCQqVBK0/UlUVm82JxWKU0hdCCL+nfPXQaqzBbEAlaTHJUdz28HXnfP3tP37IiV2nCQoL5JOXN5EyLJGR+drWFwuPCeWSRRPO+brBqAdFwd5mx6N6MJj05zz261ovvb1wh0b6Vz2zwaShwcqrr26noryB9PQYrr3uEoKDvV9SRQghvEZud2rGr5I0l9PFjg/20FjdzNDcTLLHd69JdlNNMwHBFqISIyg+Vo61ub3TMW6Xm7aWdoLCAr3Tomj+OE7uLaT4SBmZo9OYeU1+l8cVfHKAT/62GZ1Ox/w7ZjF6Wt/VrlJVldqKRlBVohMjNJ/dOXmwlG0f7sdoMjDzygkkpnu/rVV/tXHjUQ4dKiUiIog9ewpJTYtizpwcX4clhBCiH/CrJO3jlz5n/V824na52f7eLu589EbSR6Vc9PsnL87lgz9/RvGxclKHJzE0N7PD67Xl9fx99RtUF9WSMjyJG39x9TnXn/VUSEQwdz16A831rQSHB3VaswZQX9nIu39aT1tzOx63h7f++BGZo1MJCjv/bk4tqKrKJ2u/YNPbu0CF/AVjWXDrDM0StcbaFtb+cT11lU2oqkpVaR33/XoZJrNf/Spqpr3dgQKEhgbQUG/FbnP5OiQhhBD9hF9dGY/tPIXJYiI+PYbCQyWUHCvvVpI289opJA9NpLm+lexx6YRGhXR4feM/tnF812miEyM4tOUoX67bzezzFIrtKb1BT0Rs2Dlfb2+1YW+zExYTisflxt5mx2a190mS1ljTwuZ3dqOqZ5u7b/tgH7mX5WjWX7OhtoXmBisJqVHYbU7qq8/uiDWZQy785gEoLy+DY0fLKS2tJz4+nLHj/K8BsBBCCO/wqyQtZVgihQeKKT5aRmBoALHdTBwURTnvLVKHzYlOUQgMCaCuvAGnvXNvUHu7gzMHijFZjGSMTvXKQu/49BiGT8pm/6YjKDqFvMvHEBF/7qROS4py9qF6VFTlqwWgGn7EuORIEtKiKT5eCSiMmpgxqOu2DRkSz/IVl1Nd3UxCQgSRkYP3uxBCDBCyJk0zfpWkLfz+HAJCLNSVNTByyjCG5mVpOv4lCydwcvdpKotqSBqawLjLOq4NctgcvPTQPzi24yQGk4HLbpjKvNsv1TQGODvTdsNPv0funDEoOoVheZnnXR+nqipNtS2YA0wE9HLReVh0CLOunsiG13eCqjLlivHEJEX2asxvCwy2cOuqBezffhK9Xs+EGcPO2TFhsIiJCSUmxnv18oQQoi9JxwHt+FWSFhgSwKLvX37B41RV7dEMV+aYNFY8eRe1ZfXEpccQGtnxFtyZgyUc23mK6KRIWhutfPFuATOvnXLeZug9ZbKYuizh8V1ut4e3n13Png2HsQSY+N4PLidnSvcbz39NURRmXT2JsdOGo6oqkXFhms8WRsaFMet7uZqOKYQQQgw0mk9hrF69mokTJxISEkJsbCxLlizh2LFjWp+mS1VFNTyz6kV+c/3/su659bjd7m6PEREXzpAJmZ0SNDjbM9NkNtJS30pbiw1zoPlsSY3vaK5r4cCWIxQfLevR5+iOU/uK2P7+HvR6hYbqJtY9vwG329OrMRVFITIujKj4cKnbJYQQQviI5knaxo0bWb58Odu3b2f9+vW4XC7mzp2L1WrV+lSdrHtuPUe2H6e9pZ0Nf9/Coa3aJoepI5KYffN0zIFm4tJiWLJiPgZjx8nIhqpGnvvZ3/jzL19lzX++zK6P92kaw3e5XW48bg8miwmDUY/L6QJ1kM8PCyGEEAOA5rc7P/zwww4/v/DCC8TGxlJQUMCMGTO0Pl0HTdXNWALNRCVGUny0DGtTm6bjK4rCnJumM2PpJWf7Yho6z6Id3n6CkmPlpAxLpOJMNV+8s4u8uWO7GE0bWWNSyckfytFdpzBaTFx2XX6XcQkhhBB9QjYOaMbra9KampoAiIzsevG53W7Hbrd/83Nzc3OPzzVp4QTeffZjSo6WkZQd3+XGAmuTlfrKRqKTowgI6tkie5PFdM7XAoIt6PU6GqubcdqdBHt556LJYuLmXyyh7GQVAcGWbu94FeBwuDAY9Oh0cmtXCCFE/+HVJE1VVVatWsW0adPIyem6ivrq1at5+OGHNTnflO9NJD4jlqbaFjJGp3aqRVZ6vJy//uZ16isaiE+P5daHlhGdpG1SM2bGCAqvmsSBTUfIHpvO/Dsv6/I4t8vNng2HaKhqYsj49G7Ve/sug9FA2oikHr9/sHK7PLz3+i72FhQSFh7INTflk5wmSa4QQoj+watJ2ooVK9i/fz9btmw55zE///nPWbVq1Tc/Nzc3k5LSs4RFURSyxqaf8/Vt7+yk/EQFCZlxFB4sZtfH+5l/h7YlNAxGA1f/aCGL77kco8lwzoX3n726lY9e3IjL6SI8Now7f30dqcMl0epLh/aXsHnDEQICTZw5Vc17b+zi3h/P83VYQgjh1xTP2YdWYw1mXkvSfvjDH/LOO++wadMmkpOTz3mc2WzGbL64EhZNtc28+8zHVBZWM3rGCObcPAO9/uLXX319rNvlBoVz3t7SorG5yWw87+tHvjxbay15aAJFh0spOlImSVofs9kcuFxuwsIDsdudtLbaL/wmIYQQoo9ovrtTVVVWrFjBG2+8wWeffUZGRveaoJ/Ph3/+jB0f7Ka2pI6PX/ycfZ8f7tb7p141ibRRKVhb2hmSm8nE+eM6xb71rZ2svvlJnrj3OU7uLdQs9u9KzI7HZrVReqICc5CZyPhwr51LdG34yCTSs2IpL23AaDQwddaF69IJIYQQfUXzmbTly5fzyiuv8PbbbxMSEkJlZSUAYWFhBAQE9Grs2rJ6zAEm4r7q3dlS19Kt98enx7LiyTtpqm0hPDas02xX2YkK1v3fJ7gdLqqLa3n9iXX8+3P3dCqzoYUFt8/CZDJQU1rHqCnDGDl5iObnuFjWlnYaqpqJjA8jsJcdC/xJaHggd6+YQ9GZGkJCA0iR9WhCCNFr0nFAO5pnH8888wwAs2bN6vD8Cy+8wO23396rscddmkPxkTIKD5USnRRJ9oTuz9KZA8zEpnR9e9Xa3I69zUFsShStjVbamtpw2JxeSdKCwgK58gdzNR+3u8oLa3jlf96nrrKJ2OQIbv7JIk3bQPV3wSEWRo3p+aYNIYQQwls0zz5ULxZSnfK9iUQmRNBQ2UjGmFQSMuI0HT9tZDJZY9M4sfsMeoOe6VdPIjCk8+xfZWE1x3aeIigskHGXjvJKEvddDpuTA1uP4XK4GDEpm9CoYE3G3fHxAcpOVRGfHkPxsQp2bTjMgpunaTK2EEKIwUgKpWnFr3p3KorCiEvOf1vQ4/HQ3mojMCSg2wv/LYFmbn/kOk4UnMZoMTJsYnanY+rK63nhl69SWVSDwaCn7GQl37vPuzsCVVXl9Sc/pODTg3jcHjJyUrj719f2upk6gE6vQwU8bg8qnLeRuxBCCHFBkqNpZkBdkesqGnh65Qv89tYneeG/XsXa3P2OA4EhAYydNYqRk4ei13f+eoqOlFFVXEvayGQswRYObD7i1dlDgNbGNo7uOk1IZBDxmTGUHCun7FSVJmNPnjeG9BFJWJvbyR6dwsTZozQZVwghhBC941czaRfy+dqtHNt5isj4cPZtOEj6qBQuu0HbW3cRsWEEhQVSfrISp91JxuhUrzchtwSZCY0MpvREJS0NVoLDAgnT6HZnbHIk9z16LU11LYRFh1ywdIhWnA4XhSeq0Ot1pA+Nkxk8IYQYKGQmTTMDKkmzWe3odAoh4UE0VDbisDk1P0d6TgpX/XABuz7eR2hUCPNun3XOY1VVpa2lHXOAqVfr1owmA8tWLuCjlzdjb7Mz/apJxCRrtxPRZDH26WYBt8vNP57byP6dZ9DpFPIvG8EVN+V7PdkVQggh/MmAStImLRjPyT1nKD9dRUJWPGNnjtT8HIqikDd37AWbprucLt5++mP2bz5CSHgQV9+/kMzRqT0+b+qwRL7/m+t6/P7+pKyojkO7iwiLCMThcFGw9QQzFowhXKPZQSGEEL6jfPXQaqzBbEAlaUMmZLL8D3dQW1ZPQmYcYdGhHV5XVZXt7+1m61s7CAoP5Ip7Lid5aKJXYjny5Um2v1dAUFgQZScrWfd/n/LDP9zhlXP5G7PFiMGkp7XFhsvpJjQiEKN5QP0qCiHE4KWqZx9ajTWIDbgrY3RS1DmbphcfLePdZz/G5XBiO+bE1mrn/mfu9sp6KKfdhdvtITA0gLbWdmytNs3P4a/ikiKYd3UuG9btQ6/XsfDaSQQNoiK6QgghxMXwqyTNYXey5fXtVBZWkzU2nUkLJ3RrHVNLfSvtLTaSsuNorG2mqbYZl9ONyax9kjYsL5PscemcOViCJcjMzGX5mp/Dn029PIeJM4ahKApGk1/9GgohhBB9wq+ujp+v3coH//cpqLB3wyHMgWbGXZpz0e9PH5VC6sgkig6XojfombF0nNd2MwaFBXLnr6+j5HgFwWFBJGTGeuU8/qyvdpIKIYQQ/sivkrSSY+XodDpShiVy5mAxlYU13Xp/cHgQdz16A0d3nMQSZGbUlK4bau/57ADb1+0mOCKIebfNIjYlukfxWoIsDBmvXYN5IYQQot+TEhya8askLWtMGoe3HeP0gWKCwgJJGdb9Rf+hUSFMWjD+nK+XHi/n9T+8T3uLDafDSUtdKz94/DYpDyGEEEJcBGmwrh2/StKmL52MJchCTWkdaSOTGZk/VPNzNFQ3YW20kjwsicaqJmpK63C73H3Sn1MIIYQQ4mt+lXnoDXomL8716jlShiWRkBlH8ZGz69amXJnXpwladUkdH768mea6VibNG8PEy0fLLJ4QQgj/Ibc7NeNXSdrFqC6p5eTuMwRHBJEzbXi3y2uEx4Ryx6+v58j2E1iCu7cxobdUVeWNp9dztOA0JrORyuJaYlOiSB+RpPm5GutaOXO4jOCwQLJHJ0siKIQQQvQzAypJqy2r4/9+9jeqCmswmg1cfttM5t12abfHiUmOIuaai2u7VHysnJa6FlJHJBMSEdTtc32bx6NSW1ZPSHgQEXFhlJ6ooKmupVdjdqWxtoU/r36XsjM1mAOMzLt+MjOvmKD5eYQQQgjRcwOqq/WpfUVUFdWQNjIJo8nA3s8OefV8Oz7cy5r//CvP//JVnvv532isburVeHq9jrEzhmOz2ik5XkFiRixpPdgccSEnDpRQdqaG5KyzZUF2fnZY83MIIYQYnBT+tXmg1w9ffxgfG1AzaWHRIVgCTVSeqcFmtTEkL8ur59v2zi4cNidJ2QmUHC3n6M5TTF7UuxmpBbfNIHlIAu2tNoZNyCA8JvTCb+qmoJAADCY9dZVNtFsdhEeHaH4OIYQQQvTOgErShk3MZvE9c9n10V4iEyJYdM/lXj1fSEQQDpuDptpm9AY9liBzr8c0GA2MnzlCg+jObfiENOYsnUjBxqOkDonjilunefV8QgghBhHp3amZAZWkKYrC9KWTmb508nmPa2tp58yBYgJDA0gfldLjRfML7ryMtpZ2GqqamHbVRHKmdl0ct7/R6XRcvuwS5lwzSTYMCCGEEP3UgErSLoa1uY0X/mstp/cVYg4wM++OWcy6dkqPxkrMimPFH+7A6XD5ZYsjSdCEEEKI/mtAbRy4GKf2FnJqzxkSMmJRVZUtb+zA4/H0eDxFUfwyQRPd43C6OHm6mtKyetRBPv0uhBDnpWr8GMQG3UyaOdCMwWykqbaF9lYbcWkxMqMkzsvucPHS37dy+GgFRqOehZeP5tLpw30dlhDCD1TZaihpKyPMGEp2cIZcb0S3DLqZtCETMrjs+ikYzEZShiWyZMV8+UcjzuvU6WoOHi4nMiII1aOyYfNRnE63r8MSQvRzFe1V/L34Dd4p/5B/lLzNroa9vg6pTygaPwazQTeTptPpWHDXbGbfPAODUd/tjgRi8DEa9RgMOtraHNgdLsLDA1F0g/1PhxDiQgqtxdQ7GkgJSKTSXsOhpmNMjBzv67C8z/PVQ6uxBrFBm6GYzEZJ0MRFycqIZebUYeh0CtFRwSxZNB6DXn53hBDnF2IMxqgYqLHX4fA4iDRH+Dok4WcG3UxaT1SX1OG0O4nPiEUvF+dBR6dT+N7CccyeOQKjUY/ZJP9shBAXNjJ0GHUxDRxtOUGsOZpZMT2rJOCfBvmKf43I1eYCNr+5g49f3ozL6WLczJFcs3IheoNes/FLT1VxZMcpAkMCyJs9CnOASbOxhbaCNShW3B/YnS7KapsIC7IQFdq7frNCiHPTKTpmxk5hZuxgSs6EliRJOw+b1caGtV/gcrgIDLGw+7ODTJw3lszRqZqMX1PewF8ee5ua8gZ0Oh0VRTVcs3yuJmP7K5fLzaYNRygvbSAjK5b8aUPRyfovzbS223n2vS84WV5LsMXMzXMmMC4ryddhCSEGEi1LZwzyCTlJ0s5HUVB0Ch63B5fTjaLoNE0YSk9WUVvRSPrwJOqqGjlWUIjH4xnUa+U2f36U994sAGBvQSFGo55J+dk+jmrg2HuqnMNFVcRHhFDV2MoHO45KkiaE0JhkaVoZvNnARbAEmpl/+ywCQwPweFTyF48ndYR2F7SYxHBCIoIoOVFBS72VpOy4QZ2gAZSXNqCqkJoejcPpoqqyydchDSh6nQ4FcLrdeDyqbIAQQoh+TGbSLmDi3DEMn5iFw+YkMj5M05pqydnxLFsxlz2bjhIaEcSspZM0G9tfZWTFsqfgDKdPVhMQaCIlNcrXIQ0o47ITmTgslUNFlSREhXJl/ihfhySEGGAU9exDq7EGM0nSLkJIhPcWV+fkDyEnf4jXxvc3k6cOwWjSU1XRSEpqFGPGp/k6pAElwGTk3xZNpq7FSrDFTIC0NBNCiH5LkjTRr+h0ChMvyfJ1GAOaTqcQExbs6zCEEAOVLEnTjCRpQgghhNCM3O7UjqwaFkIIIcSA8fTTT5ORkYHFYiE3N5fNmzf7OqQekyRNCCGEEBpSNX5cvLVr17Jy5UoeeOAB9uzZw/Tp01mwYAHFxcVafLA+J0maEEIIIfq15ubmDg+73d7lcY8//jh33XUXd999NyNGjOCJJ54gJSWFZ555po8j1oYkaUIIIYTQjhcm0lJSUggLC/vmsXr16k6ndTgcFBQUMHdux849c+fOZdu2bZp/zL4gGweEEEIIoR0v7O4sKSkhNDT0m6fN5s69lGtra3G73cTFxXV4Pi4ujsrKSo0C6luSpIlO7DYnB3YX4XK5yRmfSnBIgK9DEkIIMYiFhoZ2SNLO57tF51VV1bQQfV+SJE104PF4+MeLW9i74zQeVWX3F4nc+aM5WAJMvg5NCCGEX/BNobTo6Gj0en2nWbPq6upOs2v+QtakiQ6aG9s4fricsMgg4hPDKTpVTWVZg6/DEkIIIc7LZDKRm5vL+vXrOzy/fv16pkyZ4qOoekdm0kQHgUFmQkIDqCitR6dXCA0LJCQs0NdhCSGE8Bc+7DiwatUqbrnlFvLy8sjPz2fNmjUUFxdz7733ahRQ35IkTXRgMhu59vapfPTWHpxOFzPnjSYqJsTXYQkhhPATiqqiqNpkad0d57rrrqOuro5HHnmEiooKcnJyeP/990lL888+0JKkiU7Ss+O45yfzfR2GEEII0W333Xcf9913n6/D0IQkaUIIIcRXPKqHoy1HsbqspAelE2OO8XVI/kcarGtGkjQhhBDiK1trt7K1ditu3EQaI1mWsoxoc7Svw/IzkqVpRXZ3CiGEEF852nIUg85AoiWRekc9pe2lvg5JDGKSpAkhhBBfiTZHY3PbqLZXY9KbCDVcXAFV8S2+668+4MjtTiGEEOIrl8VehkEx0OhsZFToKDKCMnwdkhjEJEkTQgghvhJmDOOKxCt8HYZ/kyVpmpEkTQghhBDaUdWzD63GGsRkTZoQQgghRD8kM2lCCCGE0JDc79SKzKQJIYQQQvRDMpMmhBBCCO3IRJpmJEnzI9YWG2XFdYRHBhGbEO7rcIQQQoiuDfLkSiuSpPmJhrpWXnpyPWVFdQSFWrjm1mnk5Kb7OiwhhBBCeImsSfMTh3YXUXy6hrikcFqb29n62WFfhySEEEJ0oqiqpo/BTJI0P2E0G1AUBWuLDbfLQ0CgydchCSGEEMKLJEnzE+MmZZI7JRtVhbTsOOZcOd7XIQkhhBDCi2RNmp8wW4zc8G+zaLPasViM6A16X4ckhBBCdCYdBzQjSZofURSFoGCLr8MQQgghRB+QJE0IIYQQ2pGZNM3ImjQhhBBCiH5IZtKEEEIIoR3pOKAZr82kPf3002RkZGCxWMjNzWXz5s3eOpUQQggh+g1V48fg5ZUkbe3ataxcuZIHHniAPXv2MH36dBYsWEBxcbE3TieEEEIIMeB4JUl7/PHHueuuu7j77rsZMWIETzzxBCkpKTzzzDOdjrXb7TQ3N3d4CCGEEMJPyUSaZjRP0hwOBwUFBcydO7fD83PnzmXbtm2djl+9ejVhYWHfPFJSUrQOSQghhBB9RfVo+xjENE/SamtrcbvdxMXFdXg+Li6OysrKTsf//Oc/p6mp6ZtHSUmJ1iEJIYQQQvgdr+3uVBSlw8+qqnZ6DsBsNmM2m70VhhBCCCH6kuzu1IzmM2nR0dHo9fpOs2bV1dWdZteEEEIIIUTXNE/STCYTubm5rF+/vsPz69evZ8qUKVqfTgghhBD9ydcdB7R6DGJeud25atUqbrnlFvLy8sjPz2fNmjUUFxdz7733euN0QgghhBADjleStOuuu466ujoeeeQRKioqyMnJ4f333yctLc0bpxNCCCGEGHC8tnHgvvvu47777vPW8EIIIYToj6TBumakd6cQQvhInb2VHbWF6NGRH5tJiNHi65CEEP2IJGlCCOED7S4HfzzyOUebKkFR2NdQyo9Hzsag0/s6NCF6R0pwaEaSNCGE8IHy9iYKrXUkB0Xg9Lg52VxNvd1KbECor0MTone07BQwyDsOSJImhBA+EGUOItwYSKm1EVBJD44m1BTg67CEEP2IJGlCCOED4aZAvj90Gh+XH0av07E4eTQWvdHXYQkh+hFJ0oQQwkdGhCcwIjzB12EIIfopSdKEEEIIoR0pwaEZSdKEEEIIoR3Z3akZzXt3CiGEEEKI3pOZNCGEEEJoRlVVVI1KZ6iD/HanzKQJIYQQQvRDMpMmhBBCCO3ImjTNSJImhBBCCO3I7k7NyO1OIYQQQoh+SGbShBBCCKEdmUnTjCRpQgghhNCQLErTitzuFEIIIYToh2QmTQghhBDaUVXwyO1OLchMmhBCCCFEPyRJmhBCCCFEPyS3O4UQQgihHdndqRmZSRNCCCGE6IdkJk0IIYQQ2pGZNM1IkiaEGLCcHjfvFR/mcEMVQ0Kj+V56Dma9/NkTQvgH+WslhBiwPis/wdrTe9CjY199GRaDkSvTRvk6LNENbtWFDh2KIqtz/IWqqqgazYBpNY6/kiRNCDFgVbe34vJ4yAqL5kRTDeVtTb4OSVwkVVU50rSR4y1bMeksTIj8HvEB2b4OS1wMud2pGflfEyHEgDU8PJZQo5njTdUEGIzkRMT7OiRxkeocxRxsWo/D00aDo5yC+rfwqG5fhyVEn5KZNCFEr3hUFavTQZDRhE5RfB1OB3nRKfwoZwZFLQ0kBYWRG53s65DERXJ6bLhUB6GGWGy04PC04Vad6BS9r0MTF+InM2mPPvoo69atY+/evZhMJhobG712rp6SJE0I0WM1bVae3vMlpS1NZIVH8YPxkwgzW3wd1jcURWFcVBLjopJ8HYropmhzGvGWIVTajqNXjAwNnoJR139+t4T/czgcLFu2jPz8fJ5//nlfh9Olfpekfb1IsLm52ceRCCEu5I3D+9hZeIrogCC21h0j2WTmyuwRvg5LDBBjLEtI4AxGxUSMLkOuCxfp6+/JV4vubfZ2zWbAbA4b0DknMJvNmM3mXo398MMPA/Diiy/2ahxv6ndJWktLCwApKSk+jkQI0V3v+ToAIcQ36urqCAsL67PzmUwm4uPjefiVn2s6bnBwcKec4MEHH+Shhx7S9Dz9Ub9L0hITEykpKSEkJASln61v+a7m5mZSUlIoKSkhNDTU1+EMCPKdaku+T+3Jd6o9+U611dTURGpqKpGRkX16XovFwpkzZ3A4HJqOq6pqp3ygt7No/qLfJWk6nY7kZP9a3BsaGip/WDQm36m25PvUnnyn2pPvVFs6Xd8XcLBYLFgsvls7+NBDD31zG/Ncdu7cSV5eXh9F1Dv9LkkTQgghhOiJFStWcP3115/3mPT09L4JRgOSpAkhhBBiQIiOjiY6OtrXYWhGkrReMJvNPPjgg4Pm3nhfkO9UW/J9ak++U+3Jd6ot+T4vTnFxMfX19RQXF+N2u9m7dy8A2dnZBAcH+za4ryjqYG+MJYQQQohB5/bbb+ell17q9PyGDRuYNWtW3wfUBUnShBBCCCH6IendKYQQQgjRD0mSJoQQQgjRD0mSJoQQQgjRD0mSJoQQQgjRD0mS1kNPP/00GRkZWCwWcnNz2bx5s69D8lurV69m4sSJhISEEBsby5IlSzh27JivwxpQVq9ejaIorFy50teh+LWysjJuvvlmoqKiCAwMZNy4cRQUFPg6LL/kcrn45S9/SUZGBgEBAWRmZvLII4/g8Xh8HZrf2LRpE1dccQWJiYkoisJbb73V4XVVVXnooYdITEwkICCAWbNmcejQId8EK3pEkrQeWLt2LStXruSBBx5gz549TJ8+nQULFlBcXOzr0PzSxo0bWb58Odu3b2f9+vW4XC7mzp2L1Wr1dWgDws6dO1mzZg1jxozxdSh+raGhgalTp2I0Gvnggw84fPgw//M//0N4eLivQ/NLv/3tb3n22Wd56qmnOHLkCL/73e/4/e9/z5NPPunr0PyG1Wpl7NixPPXUU12+/rvf/Y7HH3+cp556ip07dxIfH8/ll19OS0tLH0cqekpKcPTAJZdcwoQJE3jmmWe+eW7EiBEsWbKE1atX+zCygaGmpobY2Fg2btzIjBkzfB2OX2ttbWXChAk8/fTT/OY3v2HcuHE88cQTvg7LL/3sZz9j69atMmuukcWLFxMXF8fzzz//zXNLly4lMDCQl19+2YeR+SdFUXjzzTdZsmQJcHYWLTExkZUrV/LTn/4UALvdTlxcHL/97W+55557fBituFgyk9ZNDoeDgoIC5s6d2+H5uXPnsm3bNh9FNbA0NTUBEBkZ6eNI/N/y5ctZtGgRc+bM8XUofu+dd94hLy+PZcuWERsby/jx43nuued8HZbfmjZtGp9++inHjx8HYN++fWzZsoWFCxf6OLKB4cyZM1RWVna4VpnNZmbOnCnXKj8ibaG6qba2FrfbTVxcXIfn4+LiqKys9FFUA4eqqqxatYpp06aRk5Pj63D82quvvsru3bvZuXOnr0MZEE6fPs0zzzzDqlWr+MUvfsGOHTv40Y9+hNls5tZbb/V1eH7npz/9KU1NTQwfPhy9Xo/b7ebRRx/lhhtu8HVoA8LX16OurlVFRUW+CEn0gCRpPaQoSoefVVXt9JzovhUrVrB//362bNni61D8WklJCffffz8ff/wxFovF1+EMCB6Ph7y8PB577DEAxo8fz6FDh3jmmWckSeuBtWvX8te//pVXXnmFUaNGsXfvXlauXEliYiK33Xabr8MbMORa5d8kSeum6Oho9Hp9p1mz6urqTv/HIrrnhz/8Ie+88w6bNm0iOTnZ1+H4tYKCAqqrq8nNzf3mObfbzaZNm3jqqaew2+3o9XofRuh/EhISGDlyZIfnRowYweuvv+6jiPzbf/zHf/Czn/2M66+/HoDRo0dTVFTE6tWrJUnTQHx8PHB2Ri0hIeGb5+Va5V9kTVo3mUwmcnNzWb9+fYfn169fz5QpU3wUlX9TVZUVK1bwxhtv8Nlnn5GRkeHrkPze7NmzOXDgAHv37v3mkZeXx0033cTevXslQeuBqVOndioNc/z4cdLS0nwUkX9ra2tDp+t4CdLr9VKCQyMZGRnEx8d3uFY5HA42btwo1yo/IjNpPbBq1SpuueUW8vLyyM/PZ82aNRQXF3Pvvff6OjS/tHz5cl555RXefvttQkJCvpmlDAsLIyAgwMfR+aeQkJBOa/qCgoKIioqStX499OMf/5gpU6bw2GOPce2117Jjxw7WrFnDmjVrfB2aX7riiit49NFHSU1NZdSoUezZs4fHH3+cO++809eh+Y3W1lZOnjz5zc9nzpxh7969REZGkpqaysqVK3nssccYMmQIQ4YM4bHHHiMwMJAbb7zRh1GLblFFj/zxj39U09LSVJPJpE6YMEHduHGjr0PyW0CXjxdeeMHXoQ0oM2fOVO+//35fh+HX3n33XTUnJ0c1m83q8OHD1TVr1vg6JL/V3Nys3n///WpqaqpqsVjUzMxM9YEHHlDtdruvQ/MbGzZs6PJv52233aaqqqp6PB71wQcfVOPj41Wz2azOmDFDPXDggG+DFt0iddKEEEIIIfohWZMmhBBCCNEPSZImhBBCCNEPSZImhBBCCNEPSZImhBBCCNEPSZImhBBCCNEPSZImhBBCCNEPSZImhBBCCNEPSZImhBBCCNEPSZImhBBCCNEPSZImhBBCCNEPSZImhBBCCNEP/T9CyZgElpNYxgAAAABJRU5ErkJggg==", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "plot = ax.scatter(\n", - " grids[\"mMat\"],\n", - " grids[\"nMat\"],\n", - " c=grids[\"dMat\"],\n", - " cmap=\"viridis\",\n", - " vmin=-1,\n", - " vmax=5,\n", - " plotnonfinite=True,\n", - " alpha=0.6,\n", - " s=5,\n", - ")\n", - "cbar = fig.colorbar(plot)\n", - "cbar.ax.set_ylabel(\"Pension Deposits $d$\")\n", - "\n", - "plt.xlim([-1, 10])\n", - "plt.ylim([-1, 10])" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:04.912205Z", - "iopub.status.busy": "2024-02-29T22:52:04.912205Z", - "iopub.status.idle": "2024-02-29T22:52:05.438266Z", - "shell.execute_reply": "2024-02-29T22:52:05.437264Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\alujan\\AppData\\Local\\Temp\\ipykernel_25100\\129224659.py:2: UserWarning: No data for colormapping provided via 'c'. Parameters 'vmin', 'vmax' will be ignored\n", - " scatter = ax.scatter(\n" - ] - }, - { - "data": { - "image/png": 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BAH7//XdomoagoCCrP3APDw/s3bu3wH8QAgICCvjNZrPVrYwJEybg7bffxt69e9GpUycEBASgXbt2ltsihZF/a6awKtmQkBDL8/l4e3sXuK1gNputPlNjK/n/SIaEhADQv0ZBQUEFnJUqVQLwV860tDRUqlSpwOddAgMDUapUKct5bdu2xYYNG5CTk4PY2FhUqVIFDRo0wKpVq2zKVqNGDfz3v/9FYGAghg4diho1aqBGjRpWn38sDL2/n+K8Tx6Ev78/mjVrVuBR2Pgvvvgi7t69i1KlSmHEiBEF5l2cdU5LS0OpUqVQvnx5q/Pu/12mpaUhJycH//znPwu8Fzp37gwAD/2bMZvNAGBZC71rWxz69euHpUuX4uzZs+jevTsCAwPRokULbNmypViv79mzJ1JTU7F//36cOHECaWlpmDJlSrHmm5eXh2vXrgEA1qxZg7i4OHz00Udo2bIlypcvj9jY2GJ99qpdu3ZW63vv59UeRmF/w9evX4enp2eB39ulS5csv7P8z9tVqVKl2GMBtv2dXrt2DZqmFbmOAB76d3X/e6kwQkNDARS++UtJSUFqaioWLVpU6GuL27UgLS3tgf/uEfvAdifEQt26ddGsWbNCn6tQoQJMJhN27txp+UfiXgo79jBKlSqF+Ph4xMfH4/r16/jvf/+LiRMnomPHjjh//jy8vb0LvCb/H6yLFy8WeO7ChQuoUKGC7nnYysaNG2EymdC2bVsA+tfo/s/cAbD8hyw/Z0BAAPbt2wdN06w2HZcvX0ZOTo5V3m7duqFbt27Izs7G3r17kZiYiN69e6N69epo2bKl7nxt2rRBmzZtkJubi/379+Of//wnRo0ahaCgILzwwguFvube38/9/9Fz9O/nXjIzM9GvXz/UqlULv//+O15++WV8/vnnlueLu84BAQHIycnB1atXrTZ3929AypUrZ7miUtRVnbCwMF0Z9Lz3S5cubVUskk9hV+QGDBiAAQMGIDMzEzt27MDrr7+Orl274uTJk6hWrdoD51SxYsUi/8142Hzd3NxQrlw5AH/+7cybNw/z5s3DuXPnsHHjRowfPx6XL1/G5s2bHziHDz74ABkZGZafi/se0zQNX3zxBXx8fCwZ8osNihrTz88PwF+fO/71118tG6LiovfvtFy5cnBzcytyHfPnXVJCQkJQv359bNmyBVlZWVb/h7hJkyYA/mwXUxjFLWQJCAjA999/X+A4iyfsC6/YkWLRtWtXaJqG3377rdArJA0bNiyRv2zZsujRoweGDh2Kq1evFtmQuGXLlvDy8irw4fpff/0V27ZtQ7t27Uo0j+KybNkyfP3115YmnoD+NcrIyMDGjRutjiUlJcHNzc2yWWzXrh1u3ryJDRs2WJ338ccfW56/H7PZjMjISEuByKFDh4rMUZz/J+/u7o4WLVpYqjkPHjxY5Ln5t2Pu//2kpqbip59+ctjv534GDRqEc+fOYd26dViyZAk2btyId9991/J8cdc5MjISAAp8YH316tVWP3t7eyM6OhqHDh1Co0aNCn0/FHa18kHoee9Xr14dJ0+etKroTUtLw+7du4v0+/j4oFOnTpg0aRLu3LmDH3/8Udf87qd27dqoXLkykpKSrG55ZmZmYu3atZZK2fupWrUqhg0bhg4dOli914q6klu7dm2rdS1uQ+Dp06fj+PHjGDlypGUT07VrV6SlpSE3N7fQ31nt2rUBAE899RTc3d2xcOFCPUtiRXH/Tn18fNCiRQusW7fOKn9eXh5WrlyJKlWqoFatWjbP414mTZqEK1euID4+vsBtansQHR1d5L97xH7wih0pFq1atcI//vEPDBgwAPv370fbtm3h4+ODixcvYteuXWjYsCEGDx6syxkTE4MGDRqgWbNmlhYJ8+bNQ7Vq1VCzZs1CX1O2bFlMmTIFEydORGxsLHr16oW0tDRMnz4dpUuXxuuvv26PuBZu375t+SzU7du3cfr0aWzYsAFffvklIiMjrW5N6F2jgIAADB48GOfOnUOtWrXw1Vdf4cMPP8TgwYMtm8XY2Fj861//QlxcHH755Rc0bNgQu3btwuzZs9G5c2e0b98ewJ8Ver/++ivatWuHKlWq4Pr165g/fz48PDwsm5HCyN9szp8/H3FxcfDw8EDt2rXx6aefYtu2bejSpQuqVq2KrKwsLF26FAAsYxZG7dq18Y9//AP//Oc/4ebmhk6dOuGXX37BlClTEBoaitGjR9v4myic69evF/isGvDnfzQfffRRAMBHH32ElStXYtmyZahfvz7q16+PYcOGYdy4cWjVqhWaN29e7HX+29/+hlatWuHVV1/FjRs30LRpU+zZs8eyAbz3s2Tz589H69at0aZNGwwePBjVq1dHRkYGTp06hS+++ALbtm3TlVXPe79fv3744IMP0LdvX7zyyitIS0vDnDlzCjRufuWVV+Dl5YVWrVohODgYly5dQmJiIvz9/S2fB7MVNzc3zJkzB3369EHXrl0xcOBAZGdn46233sL169fxxhtvAADS09MRHR2N3r17o06dOvDz80Nqaio2b95sVZHcsGFDrFu3DgsXLkTTpk3h5uZW5NXCe7n3PZKZmWlpULxz50707NnTqkL5hRdewKefforOnTtj5MiRaN68OTw8PPDrr78iOTkZ3bp1w7PPPovq1atj4sSJmDlzJm7fvo1evXrB398fx48fx5UrVwqtegZs/ztNTExEhw4dEB0djTFjxsDT0xMLFizAsWPHsGrVqhK3fsmnV69e+PHHHzFr1iwcOXIE/fv3R82aNZGXl4fz58/jk08+AfDXlUu9xMbG4t1330VsbCxmzZqFmjVr4quvvsI333xjl/mT/49zajaIkSiqQXFhLF26VGvRooXm4+OjeXl5aTVq1NBiY2O1/fv3W84pqpr0/gqxd955R4uIiNAqVKigeXp6alWrVtVeeukl7Zdffikwt/urNj/66COtUaNGmqenp+bv769169ZN+/HHHwuM5+PjU2Ae+Y1JH0Z+tVf+w8fHRwsPD9d69OihffbZZ1aVfrauUUpKitasWTPNbDZrwcHB2sSJE7W7d+9a+dLS0rRBgwZpwcHBWqlSpbRq1appEyZM0LKysiznfPnll1qnTp20ypUra56enlpgYKDWuXNnbefOnZZzimoCOmHCBC0kJERzc3PTAGjJycnanj17tGeffVarVq2aZjabtYCAAC0yMlLbuHHjQ9ctNzdXe/PNN7VatWppHh4eWoUKFbS+fftq58+fL7C+xXmfFMWDqmIrV66saZqmHT16VPPy8tLi4uKsXpuVlaU1bdpUq169unbt2jVN04q3zpqmaVevXtUGDBiglS1bVvP29tY6dOhgqSicP3++1blnzpzRXnzxRa1y5cqah4eHVrFiRS0iIkJLSEiwnJNfFfvZZ58VeG1hv6/ivPc1TdNWrFih1a1bVytdurRWr149bc2aNQXWdsWKFVp0dLQWFBSkeXp6aiEhIVrPnj21o0ePPnT9UUiD4sLYsGGD1qJFC6106dKaj4+P1q5dO+27776zPJ+VlaUNGjRIa9SokVamTBnNy8tLq127tvb6669bNbq9evWq1qNHD61s2bKayWQq1t/wve8Rk8mk+fr6arVr19b69eunffPNN4W+5u7du9rbb7+tNW7cWCtdurTm6+ur1alTRxs4cKD2888/W5378ccfa48//rjlvEcffdTq93X/epfk73Tnzp3ak08+afl35YknntC++OILq3OK+rc8/z2WnJz80DXTNE3bsWOH9vzzz2tVqlTRPDw8NG9vb61evXra4MGDrf4d07QHdw8orDr7119/1bp37675+vpqfn5+Wvfu3bXdu3ezKtaOmDRNwPVWQsgDiYqKwpUrV3Ds2DFnT4XYgaSkJPTp0wffffcdIiIinD0dQojC8FYsIYToYNWqVfjtt9/QsGFDuLm5Ye/evXjrrbfQtm1bbuoIIU6HGztCCNGBn58fVq9ejYSEBGRmZiI4OBj9+/dHQkKCs6dGCCHgrVhCCCGEEElguxNCCCGEEEngxo4QQgghRBK4sSOEEEIIkQQliify8vJw4cIF+Pn52a2RIyGEEEKII9A0DRkZGQgJCbFqhF4YSmzsLly4oPv7/AghhBBCjMT58+cLfA/3/Sixscv/+pPz588X+EodQgghhBAjc+PGDYSGhhbr69yU2Njl334tU6YMN3aEEEIIcUmK83EyFk8QQgghhEgCN3aEEEIIIZLAjR0hhBBCiCRwY0cIIYQQIgnc2BFCCCGESAI3doQQQgghksCNHSGEEEKIJHBjRwghhBAiCdzYEUIIIYRIAjd2hBBCCCGSwI0dIYQQQogkcGNHCCGEECIJ3NgRQgghhEhCKWdPQBby8jQkn7iMM1cyEVbBB9G1A+HmZhJ+nspO2fJwjbhGRnUyj3pO2fI4e40cCTd2diL5xGV8tPMMsnPyYC7154XQdnWDhJ+nslO2PCKcsuUR4ZQtjwgn86jnlC2PCKeesR0Jb8XaiTNXMpGdk4falfyQnZOHM1cyHXKeyk7Z8ohwypZHhFO2PCKczKOeU7Y8Ipx6xnYk3NjZibAKPjCXcsOJSxkwl3JDWAUfh5ynslO2PCKcsuUR4ZQtjwgn86jnlC2PCKeesR0Jb8XaiejagQBgda/dEeep7JQtjwinbHlEOGXLI8LJPOo5ZcsjwqlnbEdi0jRNc/YkRHPjxg34+/sjPT0dZcqUcfZ0CCGEEEKKjZ59DG/FEkIIIYRIAm/F2gmWmhu71FxVp2x5uEZcI+bhGhnFyXYnksNSc2OXmqvqlC2PCKdseUQ4mUc9p2x5RDjZ7kRyWGpu7FJzVZ2y5RHhlC2PCCfzqOeULY8Ip56xHQk3dnaCpebGLjVX1SlbHhFO2fKIcDKPek7Z8ohw6hnbkfBWrJ1gqbmxS81VdcqWR4RTtjwinMyjnlO2PCKcesZ2JGx3QgghhBBiYNjuhBBCCCFEQXgr1k6w1NzYpeaqOmXLwzXiGjEP18goTrY7kRyWmhu71FxVp2x5RDhlyyPCyTzqOWXLI8LJdieSw1JzY5eaq+qULY8Ip2x5RDiZRz2nbHlEOPWM7Ui4sbMTLDU3dqm5qk7Z8ohwypZHhJN51HPKlkeEU8/YjoS3Yu0ES82NXWquqlO2PCKcsuUR4WQe9Zyy5RHh1DO2I2G7E0IIIYQQA8N2J4QQQgghCsJbsXaCpebGLjVX1SlbHq4R14h5uEZGcbLdieSw1NzYpeaqOmXLI8IpWx4RTuZRzylbHhFOtjuRHJaaG7vUXFWnbHlEOGXLI8LJPOo5ZcsjwqlnbEfi9I3djh07EBMTg5CQEJhMJmzYsMHy3N27dzFu3Dg0bNgQPj4+CAkJQWxsLC5cuOC8CRcBS82NXWquqlO2PCKcsuUR4WQe9Zyy5RHh1DO2I3H6rdjMzEw0btwYAwYMQPfu3a2eu3XrFg4ePIgpU6agcePGuHbtGkaNGoWnn34a+/fvd9KMC4el5sYuNVfVKVseEU7Z8ohwMo96TtnyiHDqGduRGKrdiclkwvr16/HMM88UeU5qaiqaN2+Os2fPomrVqsXyst0JIYQQQlwVPfsYp1+x00t6ejpMJhPKli1b5DnZ2dnIzs62/Hzjxg0HzIwQQgghxLm41MYuKysL48ePR+/evR+4Y01MTMT06dMdODOWmjvDKVserhHXyKhO5lHPKVseZ6+RI3GZjd3du3fxwgsvIC8vDwsWLHjguRMmTEB8fLzl5xs3biA0NFTo/FhqbuxSc1WdsuUR4ZQtjwgn86jnlC2PCCfbnZSAu3fvomfPnjhz5gy2bNny0PvLZrMZZcqUsXqIhqXmxi41V9UpWx4RTtnyiHAyj3pO2fKIcOoZ25EY/opd/qbu559/RnJyMgICApw9pUJhqbmxS81VdcqWR4RTtjwinMyjnlO2PCKcesZ2JE7f2N28eROnTp2y/HzmzBkcPnwY5cuXR0hICHr06IGDBw/iyy+/RG5uLi5dugQAKF++PDw9PZ017QKw1NzYpeaqOmXLI8IpWx4RTuZRzylbHhFOPWM7Eqe3O0lJSUF0dHSB43FxcZg2bRrCwsIKfV1ycjKioqKKNQbbnRBCCCHEVXGpdidRUVF40N7SQG32CCGEEEIMjdM3drLAUnNjl5qr6pQtD9eIa8Q8XCOjONnuRHJYam7sUnNVnbLlEeGULY8IJ/Oo55Qtjwgn251IDkvNjV1qrqpTtjwinLLlEeFkHvWcsuUR4dQztiPhxs5OsNTc2KXmqjplyyPCKVseEU7mUc8pWx4RTj1jOxLeirUTLDU3dqm5qk7Z8ohwypZHhJN51HPKlkeEU8/YjsTp7U4cAdudEEIIIcRV0bOP4a1YQgghhBBJ4K1YO8FSc2OXmqvqlC0P14hrxDxcI6M42e5EclhqbuxSc1WdsuUR4ZQtjwgn86jnlC2PCCfbnUgOS82NXWquqlO2PCKcsuUR4WQe9Zyy5RHh1DO2I+HGzk6w1NzYpeaqOmXLI8IpWx4RTuZRzylbHhFOPWM7Et6KtRMsNTd2qbmqTtnyiHDKlkeEk3nUc8qWR4RTz9iOhO1OCCGEEEIMDNudEEIIIYQoCG/F2gmWmhu71FxVp2x5uEZcI+bhGhnFyXYnksNSc2OXmqvqlC2PCKdseUQ4mUc9p2x5RDjZ7kRyWGpu7FJzVZ2y5RHhlC2PCCfzqOeULY8Ip56xHQk3dnaCpebGLjVX1SlbHhFO2fKIcDKPek7Z8ohw6hnbkfBWrJ1gqbmxS81VdcqWR4RTtjwinMyjnlO2PCKcesZ2JGx3QgghhBBiYNjuhBBCCCFEQXgr1k6w1NzYpeaqOmXLwzXiGjEP18goTrY7kRyWmhu71FxVp2x5RDhlyyPCyTzqOWXLI8LJdieSw1JzY5eaq+qULY8Ip2x5RDiZRz2nbHlEOPWM7Ui4sbMTLDU3dqm5qk7Z8ohwypZHhJN51HPKlkeEU8/YjoS3Yu0ES82NXWquqlO2PCKcsuUR4WQe9Zyy5RHh1DO2I2G7E0IIIYQQA8N2J4QQQgghCsKNHSGEEEKIJPAzdnaCPYSM3UNIVadsebhGXCPm4RoZxck+dpLDHkLG7iGkqlO2PCKcsuUR4WQe9Zyy5RHhZB87yWEPIWP3EFLVKVseEU7Z8ohwMo96TtnyiHDqGduRcGNnJ9hDyNg9hFR1ypZHhFO2PCKczKOeU7Y8Ipx6xnYkvBVrJ9hDyNg9hFR1ypZHhFO2PCKczKOeU7Y8Ipx6xnYk7GNHCCGEEGJg2MeOEEIIIURBeCvWTrDU3Nil5qo6ZcvDNeIaMQ/XyChOtjuRHJaaG7vUXFWnbHlEOGXLI8LJPOo5Zcsjwsl2J5LDUnNjl5qr6pQtjwinbHlEOJlHPadseUQ49YztSLixsxMsNTd2qbmqTtnyiHDKlkeEk3nUc8qWR4RTz9iOhLdi7QRLzY1daq6qU7Y8Ipyy5RHhZB71nLLlEeHUM7YjYbsTQgghhBAD41LtTnbs2IGYmBiEhITAZDJhw4YNVs9rmoZp06YhJCQEXl5eiIqKwo8//uicyRJCCCGEGBin34rNzMxE48aNMWDAAHTv3r3A83PmzMHcuXOxfPly1KpVCwkJCejQoQNOnDgBPz8/J8y4cFhqbuxSc1WdsuXhGnGNmIdrZBQn250UQadOndCpU6dCn9M0DfPmzcOkSZPw97//HQCwYsUKBAUFISkpCQMHDnTkVB8IS82NXWquqlO2PCKcsuUR4WQe9Zyy5RHhZLsTGzhz5gwuXbqEp556ynLMbDYjMjISu3fvduLMCsJSc2OXmqvqlC2PCKdseUQ4mUc9p2x5RDj1jO1InH7F7kFcunQJABAUZL0DDgoKwtmzZ4t8XXZ2NrKzsy0/37hxQ8wE74Gl5sYuNVfVKVseEU7Z8ohwMo96TtnyiHDqGduRGHpjl4/JZH3PWtO0AsfuJTExEdOnTxc9LStYam7sUnNVnbLlEeGULY8IJ/Oo55QtjwinnrEdiaHanZhMJqxfvx7PPPMMAOD06dOoUaMGDh48iEcffdRyXrdu3VC2bFmsWLGiUE9hV+xCQ0PZ7oQQQgghLodLtTt5EGFhYahUqRK2bNliOXbnzh1s374dERERRb7ObDajTJkyVg9CCCGEENlx+q3Ymzdv4tSpU5afz5w5g8OHD6N8+fKoWrUqRo0ahdmzZ6NmzZqoWbMmZs+eDW9vb/Tu3duJsy4IS82NXWquqlO2PFwjrhHzcI2M4mS7kyLYv38/oqOjLT/Hx8cDAOLi4rB8+XKMHTsWt2/fxpAhQ3Dt2jW0aNEC3377raF62AEsNTd6qbmqTtnyiHDKlkeEk3nUc8qWR4ST7U6KICoqCpqmFXgsX74cwJ+fu5s2bRouXryIrKwsbN++HQ0aNHDupAuBpebGLjVX1SlbHhFO2fKIcDKPek7Z8ohw6hnbkTh9YycLLDU3dqm5qk7Z8ohwypZHhJN51HPKlkeEU8/YjsTpt2JlgaXmxi41V9UpWx4RTtnyiHAyj3pO2fKIcOoZ25EYqt2JKPSUCRNCCCGEGAlp2p0QQgghhJDiw1uxdoKl5sYuNVfVKVserhHXiHm4RkZxst2J5LDU3Nil5qo6ZcsjwilbHhFO5lHPKVseEU62O5Eclpobu9RcVadseUQ4Zcsjwsk86jllyyPCqWdsR8KNnZ1gqbmxS81VdcqWR4RTtjwinMyjnlO2PCKcesZ2JLwVaydYam7sUnNVnbLlEeGULY8IJ/Oo55QtjwinnrEdCdudEEIIIYQYGLY7IYQQQghREN6KtRMsNTd2qbmqTtnycI24RszDNTKKk+1OJIel5sYuNVfVKVseEU7Z8ohwMo96TtnyiHBK2e7k8uXLuHTpkr3m4tKw1NzYpeaqOmXLI8IpWx4RTuZRzylbHhFOPWM7Eps2dkePHkX9+vURHByMypUro3Llypg8eTIyM40Ryhmw1NzYpeaqOmXLI8IpWx4RTuZRzylbHhFOPWM7Eptuxb700ksICgrCRx99BB8fHxw4cADvv/8+1q5di927d6NcuXL2nqfhYam5sUvNVXXKlkeEU7Y8IpzMo55TtjwinHrGdiQ2tTvJ38zVqVPHckzTNDz33HMoXbo0Vq5caddJlhS2OyGEEEKIq6JnH2PTFbtmzZrh2rVrVsdMJhNmz56Npk2b2qIkhBBCCCElpNgbuy5duqBx48Zo0qQJBg0ahNGjR+Pzzz9HUNBfFSDp6elK3oYFWGruDKdsebhGXCOjOplHPadseZy9Ro6k2Bu7hg0b4uDBg1i2bBl+//13AEB4eDh69uyJJk2aIDc3F8uWLcO7774rbLJGhqXmxi41V9UpWx4RTtnyiHAyj3pO2fKIcLp8u5M33ngDmzdvxsWLF3Hx4kV89dVXmDJlCm7fvo2FCxdi7NixOHnyJKZPny5yvoaFpebGLjVX1SlbHhFO2fKIcDKPek7Z8ohw6hnbkdj0GbugoCD87W9/w9/+9jfLsdu3b+PIkSM4cuSI3SbnSrDU3Nil5qo6ZcsjwilbHhFO5lHPKVseEU49YzsSu33zhJeXF5544gk88cQT9lK6FCw1N3apuapO2fKIcMqWR4STedRzypZHhFPP2I7EpnYnrgbbnRBCCCHEVdGzjynRV4oRQgghhBDjYLdbsarDUnNjl5qr6pQtD9eIa8Q8XCOjOF2+3Ql5MCw1N3apuapO2fKIcMqWR4STedRzypZHhNPl253cz86dO9G3b1+0bNkSv/32GwDgk08+wa5du+w2OVeCpebGLjVX1SlbHhFO2fKIcDKPek7Z8ohw6hnbkdi0sVu7di06duwILy8vHDp0CNnZ2QCAjIwMzJ49264TdBVYam7sUnNVnbLlEeGULY8IJ/Oo55QtjwinnrEdiU23YhMSErBo0SLExsZi9erVluMRERGYMWOG3SbnSrDU3Nil5qo6ZcsjwilbHhFO5lHPKVseEU49YzsSm9qdeHt74/jx46hevTr8/Pxw5MgRhIeH4/Tp06hXrx6ysrJEzNVm2O6EEEIIIa6K8HYnwcHBOHXqVIHju3btQnh4uC1KQgghhBBSQmy6FTtw4ECMHDkSS5cuhclkwoULF7Bnzx6MGTMGU6dOtfccXQKWmhu71FxVp2x5uEZcI+bhGhnFKVW7k7FjxyI9PR3R0dHIyspC27ZtYTabMWbMGAwbNszec3QJWGpu7FJzVZ2y5RHhlC2PCCfzqOeULY8Ip3TtTmbNmoUrV67g+++/x969e/HHH39g5syZ9pybS8FSc2OXmqvqlC2PCKdseUQ4mUc9p2x5RDj1jO1IStSg2NvbG82aNbPXXFwalpobu9RcVadseUQ4Zcsjwsk86jllyyPCqWdsR2LTxi4xMRFBQUF48cUXrY4vXboUf/zxB8aNG2eXybkSLDU3dqm5qk7Z8ohwypZHhJN51HPKlkeEU8/YjsSmdifVq1dHUlISIiIirI7v27cPL7zwAs6cOWO3CdoDtjshhBBCiKsivN3JpUuXEBwcXOB4xYoVcfHiRVuUhBBCCCGkhNh0KzY0NBTfffcdwsLCrI5/9913CAkJscvEXA2Wmhu71FxVp2x5uEZcI+bhGhnFKVW7k5dffhmjRo3C3bt38eSTTwIAtm7dirFjx+LVV1+16wRdBZaaG7vUXFWnbHlEOGXLI8LJPOo5ZcsjwilVu5OxY8fipZdewpAhQxAeHo7w8HAMHz4cI0aMwIQJE+w9R5eApebGLjVX1SlbHhFO2fKIcDKPek7Z8ohw6hnbkdh0xc5kMuHNN9/ElClT8NNPP8HLyws1a9aE2Wy29/xcBpaaG7vUXFWnbHlEOGXLI8LJPOo5ZcsjwqlnbEdSoj52vr6+ePzxx+01l0LJycnBtGnT8Omnn1qKNvr374/JkyfDzc3m/sp2h6Xmxi41V9UpWx4RTtnyiHAyj3pO2fKIcOoZ25HY1O4E+PMzdVu3bsXly5eRl5dn9dzSpUvtMjngz2+4ePfdd7FixQrUr18f+/fvx4ABA5CQkICRI0cWy8F2J4QQQghxVfTsY2y6Yjd9+nTMmDEDzZo1Q3BwMEwmcVUge/bsQbdu3dClSxcAf/bQW7VqFfbv3y9sTEIIIYQQV8Smjd2iRYuwfPly9OvXz97zKUDr1q2xaNEinDx5ErVq1cKRI0ewa9cuzJs3r8jXZGdnIzs72/LzjRs3hM+TEEIIIcTZ2LSxu3PnToFvnRDFuHHjkJ6ejjp16sDd3R25ubmYNWsWevXqVeRrEhMTMX36dIfMLx/2EDJ2DyFVnbLl4RpxjZiHa2QUp3R97JKSkjBlyhR7z6cAa9aswcqVK5GUlIT69evj8OHDGDVqFEJCQhAXF1foayZMmID4+HjLzzdu3EBoaKjQebKHkLF7CKnqlC2PCKdseUQ4mUc9p2x5RDil6mOXlZWFuXPnIjIyEsOHD0d8fLzVw5689tprGD9+PF544QU0bNgQ/fr1w+jRo5GYmFjka8xmM8qUKWP1EA17CBm7h5CqTtnyiHDKlkeEk3nUc8qWR4RTz9iOxKYrdkePHkWTJk0AAMeOHbN6zt6FFLdu3SrQ1sTd3b1AJa6zYQ8hY/cQUtUpWx4RTtnyiHAyj3pO2fKIcOoZ25HYtLFLTk629zyKJCYmBrNmzULVqlVRv359HDp0CHPnzsWLL77osDkUB/YQMnYPIVWdsuUR4ZQtjwgn86jnlC2PCKeesR2JzX3sAOD48eM4d+4c7ty585fQZEJMTIxdJgcAGRkZmDJlCtavX4/Lly8jJCQEvXr1wtSpU+Hp6VksB/vYEUIIIcRV0bOPsWljd/r0aTz77LP44YcfYDKZkK/Ivw2bm5trw7TFwY0dIYQQQlwV4Q2KR44cibCwMPz3v/9FeHg4vv/+e6SlpeHVV1/F22+/bdOkXR2Wmhu71FxVp2x5uEZcI+bhGhnFKVW7kz179mDbtm2oWLEi3Nzc4ObmhtatWyMxMREjRozAoUOH7D1Pw8NSc2OXmqvqlC2PCKdseUQ4mUc9p2x5RDilaneSm5sLX19fAECFChVw4cIFAEC1atVw4sQJ+83OhWCpubFLzVV1ypZHhFO2PCKczKOeU7Y8Ipx6xnYkNl2xa9CgAY4ePYrw8HC0aNECc+bMgaenJxYvXozw8HB7z9ElYKm5sUvNVXXKlkeEU7Y8IpzMo55TtjwinHrGdiQ2bewmT56MzMw/d6YJCQno2rUr2rRpg4CAAKxZs8auE3QVWGpu7FJzVZ2y5RHhlC2PCCfzqOeULY8Ip56xHUmJ2p3cy9WrV1GuXDm7Nyi2B6yKJYQQQoirIrwqtjDKly9vLxUhhBBCCLGBYm/s9HwH7Ny5c22ajCvDUnNjl5qr6pQtD9eIa8Q8XCOjOF2+3UlxW5gY8VasI2CpubFLzVV1ypZHhFO2PCKczKOeU7Y8Ipwu3+4kOTm5WI9t27aJnK9hYam5sUvNVXXKlkeEU7Y8IpzMo55TtjwinHrGdiQl+oydI74r1lVgqbmxS81VdcqWR4RTtjwinMyjnlO2PCKcesZ2JDZt7Fztu2IdAUvNjV1qrqpTtjwinLLlEeFkHvWcsuUR4dQztiOxqd1JTEwM3N3d8eGHHxb6XbFt2rQRMVebYbsTQgghhLgqwtud8LtiCSGEEEKMh00bu8K+K7Z27dpKf1csS82NXWquqlO2PFwjrhHzcI2M4nT5dif3wu+KLQhLzY1daq6qU7Y8Ipyy5RHhZB71nLLlEeF0+XYn9zJ58mTk5eUB+PO7Ys+ePYs2bdrgq6++wnvvvWfXCboKLDU3dqm5qk7Z8ohwypZHhJN51HPKlkeEU8/YjsSmK3YdO3a0/O/w8HAcP37c0N8V6whYam7sUnNVnbLlEeGULY8IJ/Oo55QtjwinnrEdCb8r1k6w1NzYpeaqOmXLI8IpWx4RTuZRzylbHhFOPWM7EpvanaSlpSEgIAAAcP78eXz44Ye4ffs2YmJi0LZtW7tPsqSw3QkhhBBCXBU9+xhdn7H74YcfUL16dQQGBqJOnTo4fPgwHn/8cbz77rtYvHgxnnzySWzYsKEkcyeEEEIIITai64pdp06dUKpUKYwbNw4rV67El19+iaeeegofffQRAGD48OE4cOAA9u7dK2zCtuCIK3YsNTd2qbmqTtnycI24RszDNTKK05HtToQ1KE5NTcW2bdvQqFEjNGnSBIsXL8aQIUPg5vbnhb/hw4fjiSeesH3mLgxLzY1daq6qU7Y8Ipyy5RHhZB71nLLlEeGUot3J1atXUalSJQCAr68vfHx8rIomypUrh4yMDPvO0EVgqbmxS81VdcqWR4RTtjwinMyjnlO2PCKcesZ2JLr72N3fzkTV9ib3w1JzY5eaq+qULY8Ip2x5RDiZRz2nbHlEOPWM7Uh0tzvp378/zGYzACArKwuDBg2Cj8+fYbKzs+07OxeCpebGLjVX1SlbHhFO2fKIcDKPek7Z8ohw6hnbkegqnhgwYECxzlu2bJnNExIB250QQgghxFURVjxhtA0bIYQQQgj5C7t984TqsNTc2KXmqjply8M14hoxD9fIKE5HtjvRAzd2doKl5sYuNVfVKVseEU7Z8ohwMo96TtnyiHBK0e6EFA1LzY1daq6qU7Y8Ipyy5RHhZB71nLLlEeHUM7Yj4cbOTrDU3Nil5qo6ZcsjwilbHhFO5lHPKVseEU49YzsSm27Fnjt3DqGhoQV62GmahvPnz6Nq1ap2mZwrwVJzY5eaq+qULY8Ip2x5RDiZRz2nbHlEOPWM7Uh0tTvJx93dHRcvXkRgoHWItLQ0BAYGIjc3124TtAdsd0IIIYQQV0XPPsamW7GaphX6jRM3b95E6dKlbVESQgghhJASoutWbHx8PIA/v0ZsypQp8Pb2tjyXm5uLffv2oUmTJnadoKvAUnNjl5qr6pQtD9eIa8Q8XCOjOKVod3Lo0CEAf16x++GHH+Dp6Wl5ztPTE40bN8aYMWPsO0MXgaXmxi41V9UpWx4RTtnyiHAyj3pO2fKIcErR7iQ5ORnJycmIi4vD119/bfk5OTkZ33zzDT744APUrFlT1FwNDUvNjV1qrqpTtjwinLLlEeFkHvWcsuUR4dQztiOxqSqWXy1WEJaaG7vUXFWnbHlEOGXLI8LJPOo5ZcsjwqlnbEdi8zdPbN26FVu3bsXly5eRl5dn9dzSpUtLPDFXg6Xmxi41V9UpWx4RTtnyiHAyj3pO2fKIcOoZ25HY1O5k+vTpmDFjBpo1a4bg4OACFbLr16+32wTtAdudEEIIIcRV0bOPsemK3aJFi7B8+XL069fPpgkSQgghhBD7Y9PG7s6dO4iIiLD3XIrkt99+w7hx4/D111/j9u3bqFWrFpYsWYKmTZs6bA4Pg6Xmxi41V9UpWx6uEdeIebhGRnFK0e4kn5dffhlJSUmYMmWKvedTgGvXrqFVq1aIjo7G119/jcDAQPzvf/9D2bJlhY+tB5aaG7vUXFWnbHlEOGXLI8LJPOo5ZcsjwilFu5N8srKyMHfuXERGRmL48OGIj4+3etiTN998E6GhoVi2bBmaN2+O6tWro127dqhRo4ZdxykpLDU3dqm5qk7Z8ohwypZHhJN51HPKlkeEU8/YjsSmK3ZHjx61fMPEsWPHrJ4r7KvGSsLGjRvRsWNHPPfcc9i+fTsqV66MIUOG4JVXXrHrOCWFpebGLjVX1SlbHhFO2fKIcDKPek7Z8ohw6hnbkdi0sUtOTrb3PIrk9OnTWLhwIeLj4zFx4kR8//33GDFiBMxmM2JjYwt9TXZ2NrKzsy0/37hxQ/g8WWpu7FJzVZ2y5RHhlC2PCCfzqOeULY8Ip56xHYlN7U4AYOfOnfjggw9w+vRpfPbZZ6hcuTI++eQThIWFoXXr1naboKenJ5o1a4bdu3dbjo0YMQKpqanYs2dPoa+ZNm0apk+fXuA4250QQgghxNXQ0+7Eps/YrV27Fh07doSXlxcOHjxouTqWkZGB2bNn26IskuDgYNSrV8/qWN26dXHu3LkiXzNhwgSkp6dbHufPn7frnAghhBBCjIhNt2ITEhKwaNEixMbGYvXq1ZbjERERmDFjht0mBwCtWrXCiRMnrI6dPHkS1apVK/I1ZrMZZrPZrvN4GCw1N3apuapO2fJwjbhGzMM1MopTqnYnJ06cQNu2bQscL1OmDK5fv17SOVkxevRoREREYPbs2ejZsye+//57LF68GIsXL7brOCWFpebGLjVX1SlbHhFO2fKIcDKPek7Z8ohwStXuJDg4GKdOnSpwfNeuXQgPDy/xpO7l8ccfx/r167Fq1So0aNAAM2fOxLx589CnTx+7jlNSWGpu7FJzVZ2y5RHhlC2PCCfzqOeULY8Ip56xHYlNV+wGDhyIkSNHYunSpTCZTLhw4QL27NmDMWPGYOrUqfaeI7p27YquXbva3WtPWGpu7FJzVZ2y5RHhlC2PCCfzqOeULY8Ip56xHYlNG7uxY8ciPT0d0dHRyMrKQtu2bWE2mzFmzBgMGzbM3nN0CVhqbuxSc1WdsuUR4ZQtjwgn86jnlC2PCKeesR2Jze1OAODWrVs4fvw48vLyUK9ePfj6+tpzbnZDT5kwIYQQQoiR0LOPsemKXT7e3t5o1qxZSRSEEEIIIcRO2Lyxy8rKwtGjR3H58mXk5eVZPff000+XeGKuBkvNjV1qrqpTtjxcI64R83CNjOKUqt3J5s2bERsbiytXrhR4zmQyITc3t8QTczVYam7sUnNVnbLlEeGULY8IJ/Oo55QtjwinVO1Ohg0bhueeew4XL15EXl6e1UPFTR3AUnOjl5qr6pQtjwinbHlEOJlHPadseUQ49YztSGza2F2+fBnx8fEICnL+ztQosNTc2KXmqjplyyPCKVseEU7mUc8pWx4RTj1jOxKbbsX26NEDKSkpqFGjhr3n47Kw1NzYpeaqOmXLI8IpWx4RTuZRzylbHhFOPWM7Epvandy6dQvPPfccKlasiIYNG8LDw8Pq+REjRthtgvaA7U4IIYQQ4qoIb3eSlJSEb775Bl5eXkhJSYHJ9FcViMlkMtzGjhBCCCFEBWza2E2ePBkzZszA+PHj4eZm08f0pIOl5sYuNVfVKVserhHXiHm4RkZxStXu5M6dO3j++ee5qbsHlpobu9RcVadseUQ4Zcsjwsk86jllyyPCKVW7k7i4OKxZs8bec3FpWGpu7FJzVZ2y5RHhlC2PCCfzqOeULY8Ip56xHYlNV+xyc3MxZ84cfPPNN2jUqFGB4om5c+faZXKuBEvNjV1qrqpTtjwinLLlEeFkHvWcsuUR4dQztiOxaWP3ww8/4NFHHwUAHDt2zOq5ewspVIKl5sYuNVfVKVseEU7Z8ohwMo96TtnyiHDqGduR2NTuxNVguxNCCCGEuCp69jE2Vz/s3LkTffv2RUREBH777TcAwCeffIJdu3bZqiSEEEIIISXApo3d2rVr0bFjR3h5eeHgwYPIzs4GAGRkZGD27Nl2nSAhhBBCCCkeNn3GLiEhAYsWLUJsbCxWr15tOR4REYEZM2bYbXKuBHsIGbuHkKpO2fJwjbhGzMM1MopTqj52J06cQNu2bQscL1OmDK5fv17SObkk7CFk7B5CqjplyyPCKVseEU7mUc8pWx4RTqn62AUHB+PUqVMFju/atQvh4eElnpQrwh5Cxu4hpKpTtjwinLLlEeFkHvWcsuUR4dQztiOxaWM3cOBAjBw5Evv27YPJZMKFCxfw6aefYsyYMRgyZIi95+gSsIeQsXsIqeqULY8Ip2x5RDiZRz2nbHlEOPWM7UhsuhU7duxYpKenIzo6GllZWWjbti3MZjPGjBmDYcOG2XuOLgF7CBm7h5CqTtnyiHDKlkeEk3nUc8qWR4RTz9iOpER97G7duoXjx48jLy8P9erVg6+vrz3nZjfYx44QQgghrorQPnZ3795FdHQ0Tp48CW9vbzRr1gzNmzc37KaOEEIIIUQVdN+K9fDwwLFjx5T96rCiYKm5sUvNVXXKlodrxDViHq6RUZxStTuJjY3FkiVL8MYbb9h7Pi4LS82NXWquqlO2PCKcsuUR4WQe9Zyy5RHhlKrdyZ07d7Bw4UI0bdoUAwcORHx8vNVDRVhqbuxSc1WdsuUR4ZQtjwgn86jnlC2PCKeesR2JTVfsjh07hsceewwAcPLkSavnVL1Fy1JzY5eaq+qULY8Ip2x5RDiZRz2nbHlEOPWM7Uhs2tglJyfbex4uD0vNjV1qrqpTtjwinLLlEeFkHvWcsuUR4dQztiMpUbsTV4HtTgghhBDiqujZxxT7il18fDxmzpwJHx+fh36Obu7cucXVEkIIIYQQO1Hsjd2hQ4dw9+5dy/8uClU/Y8dSc2OXmqvqlC0P14hrxDxcI6M4Xb7dyb2fq1uxYgWqVKkCNzfrolpN03D+/Hn7zc6FYKm5sUvNVXXKlkeEU7Y8IpzMo55TtjwinFK1OwkLC8OVK1cKHL969SrCwsJKPClXhKXmxi41V9UpWx4RTtnyiHAyj3pO2fKIcOoZ25HYtLErqt7i5s2bKF26dIkm5Kqw1NzYpeaqOmXLI8IpWx4RTuZRzylbHhFOPWM7El3tTvKLJkwmE6ZOnQpvb2/Lc7m5udi3bx+aNGli1wm6Ciw1N3apuapO2fKIcMqWR4STedRzypZHhFPP2I5EV7uT6OhoAMD27dvRsmVLeHp6Wp7z9PRE9erVMWbMGNSsWdP+My0BbHdCCCGEEFdFSLsT4K8CigEDBmD+/PncJBFCCCGEGAibvnli2bJl9p6Hy8NSc2OXmqvqlC0P14hrxDxcI6M4Xb7dyf3s3LkTH3zwAf73v//hP//5DypXroxPPvkEYWFhaN26tT3n6BKw1NzYpeaqOmXLI8IpWx4RTuZRzylbHhFOqdqdrF27Fh07doSXlxcOHTqE7OxsAEBGRgZmz55t1wm6Ciw1N3apuapO2fKIcMqWR4STedRzypZHhFPP2I7Epo1dQkICFi1ahA8//BAeHh6W4xERETh48KDdJudKsNTc2KXmqjplyyPCKVseEU7mUc8pWx4RTj1jOxKbbsWeOHECbdu2LXC8TJkyuH79eknn9EASExMxceJEjBw5EvPmzRM6lh5Yam7sUnNVnbLlEeGULY8IJ/Oo55QtjwinnrEdia52J/nUqFEDH3zwAdq3bw8/Pz8cOXIE4eHh+Pjjj/HGG2/g+PHjIuaK1NRU9OzZE2XKlEF0dHSxN3Zsd0IIIYQQV0XPPsamW7EDBw7EyJEjsW/fPphMJly4cAGffvopxowZgyFDhtg06Ydx8+ZN9OnTBx9++CHKlSsnZAxCCCGEEFfGpluxY8eORXp6OqKjo5GVlYW2bdvCbDZjzJgxGDZsmL3nCAAYOnQounTpgvbt2yMhIeGB52ZnZ1sKOoA/d7qiYam5sUvNVXXKlodrxDViHq6RUZzStTuZNWsWJk2ahOPHjyMvLw/16tWDr68vfvvtN1SuXNmec8Tq1atx8OBBpKamFuv8xMRETJ8+3a5zeBgsNTd2qbmqTtnyiHDKlkeEk3nUc8qWR4RTqnYn+Xh7e6NZs2Zo3rw5bt68ieHDh+ORRx6x19wAAOfPn8fIkSOxcuVKlC5dulivmTBhAtLT0y2P8+fP23VOhcFSc2OXmqvqlC2PCKdseUQ4mUc9p2x5RDj1jO1IdG3srl+/jj59+qBixYoICQnBe++9h7y8PEydOhXh4eHYu3cvli5datcJHjhwAJcvX0bTpk1RqlQplCpVCtu3b8d7772HUqVKITc3t8BrzGYzypQpY/UQDUvNjV1qrqpTtjwinLLlEeFkHvWcsuUR4dQztiPRdSt24sSJ2LFjB+Li4rB582aMHj0amzdvRlZWFr7++mtERkbafYLt2rXDDz/8YHVswIABqFOnDsaNGwd3d3e7j2kLLDU3dqm5qk7Z8ohwypZHhJN51HPKlkeEU8/YjkRXu5Nq1aphyZIlaN++PU6fPo1HHnkEI0aMcHg/uaioKDRp0oTtTgghhBAiPcLanVy4cAH16tUDAISHh6N06dJ4+eWXbZ8pIYQQQgixG7puxebl5Vl9hZi7uzt8fBx/TzklJcXhYz4Mlpobu9RcVadsebhGXCPm4RoZxSlFuxNN09C/f3+YzWYAQFZWFgYNGlRgc7du3Tr7zdBFYKm5sUvNVXXKlkeEU7Y8IpzMo55TtjwinFK0O4mLi0NgYCD8/f3h7++Pvn37IiQkxPJz/kNFWGpu7FJzVZ2y5RHhlC2PCCfzqOeULY8Ip56xHYmuK3bLli0TNQ+Xh6Xmxi41V9UpWx4RTtnyiHAyj3pO2fKIcOoZ25HY/M0TxBqWmhu71FxVp2x5RDhlyyPCyTzqOWXLI8KpZ2xHoqvdiavCdieEEEIIcVWEtTshhBBCCCHGhbdi7QRLzY1daq6qU7Y8XCOuEfNwjYzilKLdCSkalpobu9RcVadseUQ4Zcsjwsk86jllyyPCKUW7E1I0LDU3dqm5qk7Z8ohwypZHhJN51HPKlkeEU8/YjoQbOzvBUnNjl5qr6pQtjwinbHlEOJlHPadseUQ49YztSHgr1k6w1NzYpeaqOmXLI8IpWx4RTuZRzylbHhFOPWM7ErY7IYQQQggxMGx3QgghhBCiILwVaydYam7sUnNVnbLl4RpxjZiHa2QUJ9udSA5LzY1daq6qU7Y8Ipyy5RHhZB71nLLlEeFkuxPJYam5sUvNVXXKlkeEU7Y8IpzMo55TtjwinHrGdiTc2NkJlpobu9RcVadseUQ4Zcsjwsk86jllyyPCqWdsR8JbsXaCpebGLjVX1SlbHhFO2fKIcDKPek7Z8ohw6hnbkbDdCSGEEEKIgWG7E0IIIYQQBeGtWDvBUnNjl5qr6pQtD9eIa8Q8XCOjONnuRHJYam7sUnNVnbLlEeGULY8IJ/Oo55Qtjwgn251IDkvNjV1qrqpTtjwinLLlEeFkHvWcsuUR4dQztiPhxs5OsNTc2KXmqjplyyPCKVseEU7mUc8pWx4RTj1jOxLeirUTLDU3dqm5qk7Z8ohwypZHhJN51HPKlkeEU8/YjoTtTgghhBBCDAzbnRBCCCGEKAhvxdoJlpobu9RcVadsebhGXCPm4RoZxcl2J5LDUnNjl5qr6pQtjwinbHlEOJlHPadseUQ42e5EclhqbuxSc1WdsuUR4ZQtjwgn86jnlC2PCKeesR0JN3Z2gqXmxi41V9UpWx4RTtnyiHAyj3pO2fKIcOoZ25HwVqydYKm5sUvNVXXKlkeEU7Y8IpzMo55TtjwinHrGdiRsd0IIIYQQYmDY7oQQQgghREF4K9ZOsNTc2KXmqjply8M14hoxD9fIKE62O5Eclpobu9RcVadseUQ4Zcsjwsk86jllyyPCyXYnksNSc2OXmqvqlC2PCKdseUQ4mUc9p2x5RDj1jO1IuLGzEyw1N3apuapO2fKIcMqWR4STedRzypZHhFPP2I6Et2LtBEvNjV1qrqpTtjwinLLlEeFkHvWcsuUR4dQztiNhuxNCCCGEEAPDdieEEEIIIQrCjR0hhBBCiCQY/jN2iYmJWLduHf7v//4PXl5eiIiIwJtvvonatWs7e2pWsIeQsXsIqeqULQ/XiGvEPFwjozjZx85Gtm/fjqFDh+Lxxx9HTk4OJk2ahKeeegrHjx+Hj48xKlAA9hAyeg8hVZ2y5RHhlC2PCCfzqOeULY8IJ/vY2cjmzZvRv39/1K9fH40bN8ayZctw7tw5HDhwwNlTs4I9hIzdQ0hVp2x5RDhlyyPCyTzqOWXLI8KpZ2xHYviN3f2kp6cDAMqXL+/kmVjDHkLG7iGkqlO2PCKcsuUR4WQe9Zyy5RHh1DO2IzH8rdh70TQN8fHxaN26NRo0aFDkednZ2cjOzrb8fOPGDeFzYw8hY/cQUtUpWx4RTtnyiHAyj3pO2fKIcOoZ25G4VB+7oUOHYtOmTdi1axeqVKlS5HnTpk3D9OnTCxxnHztCCCGEuBp6+ti5zMZu+PDh2LBhA3bs2IGwsLAHnlvYFbvQ0FBu7AghhBDicujZ2Bn+VqymaRg+fDjWr1+PlJSUh27qAMBsNsNsNjtgdn/BUnNjl5qr6pQtD9eIa8Q8XCOjONnuxEaGDh2KpKQkfP755/Dz88OlS5cAAP7+/vDy8nLy7P6CpebGLjVX1SlbHhFO2fKIcDKPek7Z8ohwst2JjSxcuBDp6emIiopCcHCw5bFmzRpnT80Klpobu9RcVadseUQ4Zcsjwsk86jllyyPCqWdsR2L4K3Yu8hFAlpobvNRcVadseUQ4Zcsjwsk86jllyyPCqWdsR2L4jZ2rwFJzY5eaq+qULY8Ip2x5RDiZRz2nbHlEOPWM7Uhcpiq2JOipJiGEEEIIMRJ69jGG/4wdIYQQQggpHrwVaydYam7sUnNVnbLl4RpxjZiHa2QUJ9udSA5LzY1daq6qU7Y8Ipyy5RHhZB71nLLlEeFkuxPJYam5sUvNVXXKlkeEU7Y8IpzMo55TtjwinHrGdiTc2NkJlpobu9RcVadseUQ4Zcsjwsk86jllyyPCqWdsR8JbsXaCpebGLjVX1SlbHhFO2fKIcDKPek7Z8ohw6hnbkbDdCSGEEEKIgWG7E0IIIYQQBeGtWDvBUnNjl5qr6pQtD9eIa8Q8XCOjONnuRHJYam7sUnNVnbLlEeGULY8IJ/Oo55Qtjwgn251IDkvNjV1qrqpTtjwinLLlEeFkHvWcsuUR4dQztiPhxs5OsNTc2KXmqjplyyPCKVseEU7mUc8pWx4RTj1jOxLeirUTLDU3dqm5qk7Z8ohwypZHhJN51HPKlkeEU8/YjoTtTgghhBBCDAzbnRBCCCGEKAhvxdoJlpobu9RcVadsebhGXCPm4RoZxcl2J5LDUnNjl5qr6pQtjwinbHlEOJlHPadseUQ42e5EclhqbuxSc1WdsuUR4ZQtjwgn86jnlC2PCKeesR0JN3Z2gqXmxi41V9UpWx4RTtnyiHAyj3pO2fKIcOoZ25HwVqydYKm5sUvNVXXKlkeEU7Y8IpzMo55TtjwinHrGdiRsd0IIIYQQYmDY7oQQQgghREF4K9ZOsNTc2KXmqjply8M14hoxD9fIKE62O5Eclpobu9RcVadseUQ4Zcsjwsk86jllyyPCyXYnksNSc2OXmqvqlC2PCKdseUQ4mUc9p2x5RDj1jO1IuLGzEyw1N3apuapO2fKIcMqWR4STedRzypZHhFPP2I6Et2LtBEvNjV1qrqpTtjwinLLlEeFkHvWcsuUR4dQztiNhuxNCCCGEEAPDdieEEEIIIQrCW7F2gqXmxi41V9UpWx6uEdeIebhGRnGy3YnksNTc2KXmqjplyyPCKVseEU7mUc8pWx4RTrY7kRyWmhu71FxVp2x5RDhlyyPCyTzqOWXLI8KpZ2xHwo2dnWCpubFLzVV1ypZHhFO2PCKczKOeU7Y8Ipx6xnYkvBVrJ1hqbuxSc1WdsuUR4ZQtjwgn86jnlC2PCKeesR0J250QQgghhBgYtjshhBBCCFEQ3oq1Eyw1N3apuapO2fJwjbhGzMM1MoqT7U4kh6Xmxi41V9UpWx4RTtnyiHAyj3pO2fKIcLLdieSw1NzYpeaqOmXLI8IpWx4RTuZRzylbHhFOPWM7Em7s7ARLzY1daq6qU7Y8Ipyy5RHhZB71nLLlEeHUM7Yj4a1YO8FSc2OXmqvqlC2PCKdseUQ4mUc9p2x5RDj1jO1IXKbdyYIFC/DWW2/h4sWLqF+/PubNm4c2bdoU67Vsd0IIIYQQV0W6didr1qzBqFGjMGnSJBw6dAht2rRBp06dcO7cOWdPjRBCCCHEMLjEFbsWLVrgsccew8KFCy3H6tati2eeeQaJiYkPfb0jrtix1NzYpeaqOmXLwzXiGjEP18goTke2O9GzjzH8Z+zu3LmDAwcOYPz48VbHn3rqKezevbvQ12RnZyM7O9vy840bN4TOEWCpudFLzVV1ypZHhFO2PCKczKOeU7Y8Ipxsd2IjV65cQW5uLoKCrBcrKCgIly5dKvQ1iYmJ8Pf3tzxCQ0OFz5Ol5sYuNVfVKVseEU7Z8ohwMo96TtnyiHDqGduRGH5jl4/JZH15U9O0AsfymTBhAtLT0y2P8+fPC58fS82NXWquqlO2PCKcsuUR4WQe9Zyy5RHh1DO2IzH8rdgKFSrA3d29wNW5y5cvF7iKl4/ZbIbZbHbE9Cyw1NzYpeaqOmXLI8IpWx4RTuZRzylbHhFOPWM7EpcpnmjatCkWLFhgOVavXj1069bNMMUThBBCCCEikKp4AgDi4+PRr18/NGvWDC1btsTixYtx7tw5DBo0yNlTI4QQQggxDC6xsXv++eeRlpaGGTNm4OLFi2jQoAG++uorVKtWzdlTI4QQQggxDC5xK7ak8FYsIYQQQlwV6b55ghBCCCGEPBxu7AghhBBCJIEbO0IIIYQQSeDGjhBCCCFEErixI4QQQgiRBG7sCCGEEEIkgRs7QgghhBBJ4MaOEEIIIUQSuLEjhBBCCJEEbuwIIYQQQiTBJb4rtqTkf2vajRs3nDwTQgghhBB95O9fivMtsEps7DIyMgAAoaGhTp4JIYQQQohtZGRkwN/f/4HnmLTibP9cnLy8PFy4cAF+fn4wmUzCxrlx4wZCQ0Nx/vz5h35JLzEm/B3KAX+Prg9/h3LA36N90DQNGRkZCAkJgZvbgz9Fp8QVOzc3N1SpUsVh45UpU4ZvYBeHv0M54O/R9eHvUA74eyw5D7tSlw+LJwghhBBCJIEbO0IIIYQQSeDGzo6YzWa8/vrrMJvNzp4KsRH+DuWAv0fXh79DOeDv0fEoUTxBCCGEEKICvGJHCCGEECIJ3NgRQgghhEgCN3aEEEIIIZLAjZ2dWLBgAcLCwlC6dGk0bdoUO3fudPaUiA4SExPx+OOPw8/PD4GBgXjmmWdw4sQJZ0+LlIDExESYTCaMGjXK2VMhOvntt9/Qt29fBAQEwNvbG02aNMGBAwecPS1STHJycjB58mSEhYXBy8sL4eHhmDFjBvLy8pw9NSXgxs4OrFmzBqNGjcKkSZNw6NAhtGnTBp06dcK5c+ecPTVSTLZv346hQ4di79692LJlC3JycvDUU08hMzPT2VMjNpCamorFixejUaNGzp4K0cm1a9fQqlUreHh44Ouvv8bx48fxzjvvoGzZss6eGikmb775JhYtWoT3338fP/30E+bMmYO33noL//znP509NSVgVawdaNGiBR577DEsXLjQcqxu3bp45plnkJiY6MSZEVv5448/EBgYiO3bt6Nt27bOng7Rwc2bN/HYY49hwYIFSEhIQJMmTTBv3jxnT4sUk/Hjx+O7777jXQ8XpmvXrggKCsKSJUssx7p37w5vb2988sknTpyZGvCKXQm5c+cODhw4gKeeesrq+FNPPYXdu3c7aVakpKSnpwMAypcv7+SZEL0MHToUXbp0Qfv27Z09FWIDGzduRLNmzfDcc88hMDAQjz76KD788ENnT4vooHXr1ti6dStOnjwJADhy5Ah27dqFzp07O3lmaqDEd8WK5MqVK8jNzUVQUJDV8aCgIFy6dMlJsyIlQdM0xMfHo3Xr1mjQoIGzp0N0sHr1ahw8eBCpqanOngqxkdOnT2PhwoWIj4/HxIkT8f3332PEiBEwm82IjY119vRIMRg3bhzS09NRp04duLu7Izc3F7NmzUKvXr2cPTUl4MbOTphMJqufNU0rcIy4BsOGDcPRo0exa9cuZ0+F6OD8+fMYOXIkvv32W5QuXdrZ0yE2kpeXh2bNmmH27NkAgEcffRQ//vgjFi5cyI2di7BmzRqsXLkSSUlJqF+/Pg4fPoxRo0YhJCQEcXFxzp6e9HBjV0IqVKgAd3f3AlfnLl++XOAqHjE+w4cPx8aNG7Fjxw5UqVLF2dMhOjhw4AAuX76Mpk2bWo7l5uZix44deP/995GdnQ13d3cnzpAUh+DgYNSrV8/qWN26dbF27VonzYjo5bXXXsP48ePxwgsvAAAaNmyIs2fPIjExkRs7B8DP2JUQT09PNG3aFFu2bLE6vmXLFkRERDhpVkQvmqZh2LBhWLduHbZt24awsDBnT4nopF27dvjhhx9w+PBhy6NZs2bo06cPDh8+zE2di9CqVasCrYZOnjyJatWqOWlGRC+3bt2Cm5v19sLd3Z3tThwEr9jZgfj4ePTr1w/NmjVDy5YtsXjxYpw7dw6DBg1y9tRIMRk6dCiSkpLw+eefw8/Pz3IF1t/fH15eXk6eHSkOfn5+BT4T6ePjg4CAAH5W0oUYPXo0IiIiMHv2bPTs2RPff/89Fi9ejMWLFzt7aqSYxMTEYNasWahatSrq16+PQ4cOYe7cuXjxxRedPTUlYLsTO7FgwQLMmTMHFy9eRIMGDfDuu++yTYYLUdTnIZctW4b+/fs7djLEbkRFRbHdiQvy5ZdfYsKECfj5558RFhaG+Ph4vPLKK86eFikmGRkZmDJlCtavX4/Lly8jJCQEvXr1wtSpU+Hp6ens6UkPN3aEEEIIIZLAz9gRQgghhEgCN3aEEEIIIZLAjR0hhBBCiCRwY0cIIYQQIgnc2BFCCCGESAI3doQQQgghksCNHSGEEEKIJHBjRwghhBAiCdzYEUIIIYRIAjd2hBBCCCGSwI0dIcSQREVFYdSoUU7xihrbHrj6/AkhYuHGjhDiNPr3749nnnmm0OfWrVuHmTNn2n3MknoXLVoEPz8/5OTkWI7dvHkTHh4eaNOmjdW5O3fuhMlkwsmTJ20e70HYewO3a9cu1K5dG507d7abkxDiWLixI4QYkvLly8PPz89w3ujoaNy8eRP79++3HNu5cycqVaqE1NRU3Lp1y3I8JSUFISEhqFWrVonm7ChGjBiBESNG4JdffnH2VAghNsKNHSHEkNx/NSozMxOxsbHw9fVFcHAw3nnnnQLnVK9eHfPmzbPyNGnSBNOmTdPlfRC1a9dGSEgIUlJSLMdSUlLQrVs31KhRA7t377Y6Hh0dbflZ0zTMmTMH4eHh8PLyQuPGjfGf//zH8vzmzZvRunVrlC1bFgEBAejatSv+97//FTqP/v37Y/v27Zg/fz5MJhNMJpPVhiwvLw9jx45F+fLlUalSJas1KIwTJ07g999/R6VKldCwYcMHnksIMS7c2BFCXILXXnsNycnJWL9+Pb799lukpKTgwIEDTvFGRUUhOTnZ8nNycjKioqIQGRlpOX7nzh3s2bPHamM3efJkLFu2DAsXLsSPP/6I0aNHo2/fvti+fTuAPzeZ8fHxSE1NxdatW+Hm5oZnn30WeXl5BeYwf/58tGzZEq+88gouXryIixcvIjQ01PL8ihUr4OPjg3379mHOnDmYMWMGtmzZUmSmzZs3o0OHDti8eTNvxRLiwpRy9gQIIeRh3Lx5E0uWLMHHH3+MDh06APhz41KlShWneKOiojB69Gjk5OTg9u3bOHToENq2bYvc3Fy89957AIC9e/fi9u3blo1dZmYm5s6di23btqFly5YAgPDwcOzatQsffPABIiMj0b17d6txlixZgsDAQBw/fhwNGjSwes7f3x+enp7w9vZGpUqVCsyxUaNGeP311wEANWvWxPvvv4+tW7dact7Pzp070bZtWyxcuBDz589/2NIRQgwKN3aEEMPzv//9D3fu3LFsiIA/PytXu3Ztp3ijo6ORmZmJ1NRUXLt2DbVq1UJgYCAiIyPRr18/ZGZmIiUlBVWrVkV4eDgA4Pjx48jKyiqwsbpz5w4effRRy3ymTJmCvXv34sqVK5YrdefOnSuwsXsYjRo1svo5ODgYly9fLvL8Y8eOoXz58njhhRfg7e2tayxCiHHgxo4QYng0TSvWeW5ubgXOvXv3bom99/PII4+gSpUqSE5OxrVr1xAZGQkAqFSpEsLCwvDdd98hOTkZTz75pOU1+Zu0TZs2oXLlylY+s9kMAIiJiUFoaCg+/PBDhISEIC8vDw0aNMCdO3d0z9HDw8PqZ5PJVOgt3Xx+/fVXpKamPvQzhoQQY8PP2BFCDM8jjzwCDw8P7N2713Ls2rVrBdqIVKxYERcvXrT8fOPGDZw5c6bE3sKIjo5GSkoKUlJSEBUVZTkeGRmJb775Bnv37rX6fF29evVgNptx7tw5PPLII1aP0NBQpKWl4aeffsLkyZPRrl071K1bF9euXXvgHDw9PZGbm/vQuRYHTdMwbtw4IZXIhBDHwSt2hBCnkp6ejsOHD1sdK1++vNXPvr6+eOmll/Daa68hICAAQUFBmDRpEtzcrP+/6ZNPPonly5cjJiYG5cqVw5QpU+Du7l7k2MX1FkZ0dDSGDh2Ku3fvWq7YAX9u7AYPHoysrCyrjZ2fnx/GjBmD0aNHIy8vD61bt8aNGzewe/du+Pr6ol+/fggICMDixYsRHByMc+fOYfz48Q+cQ/Xq1bFv3z788ssv8PX1Rfny5Ys19/vZuHEjbt26herVq+PIkSNIS0uzutpICHEduLEjhDiVlJQUy2fM8omLiytw3ltvvYWbN2/i6aefhp+fH1599VWkp6dbnTNhwgScPn0aXbt2hb+/P2bOnPnAK3bF9RZGdHQ0bt++jTp16iAoKMhyPDIyEhkZGahRo4ZVlSoAzJw5E4GBgUhMTMTp06dRtmxZPPbYY5g4cSLc3NywevVqjBgxAg0aNEDt2rXx3nvvWV0NvJ8xY8YgLi4O9erVw+3bt3HmzBlUr179oXO/l+zsbCxfvhxLlizBiy++iKpVq2L58uW6HIQQ42DSbP2QCSGEOJmoqCg0adKkQO86QghRFX7GjhBCCCFEErixI4QQQgiRBN6KJYQQQgiRBF6xI4QQQgiRBG7sCCGEEEIkgRs7QgghhBBJ4MaOEEIIIUQSuLEjhBBCCJEEbuwIIYQQQiSBGztCCCGEEEngxo4QQgghRBK4sSOEEEIIkQRu7AghhBBCJIEbO0IIIYQQSfh/+sTEBemmk2oAAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "scatter = ax.scatter(\n", - " grids[\"lMat\"],\n", - " grids[\"blMat\"],\n", - " # c=np.maximum(grids[\"dMat\"], 0),\n", - " # cmap=\"viridis\",\n", - " vmin=-2,\n", - " vmax=15,\n", - " plotnonfinite=True,\n", - " alpha=0.6,\n", - " s=5,\n", - ")\n", - "# cbar = fig.colorbar(scatter)\n", - "# cbar.ax.set_ylabel(\"Pension Deposits $d$\")\n", - "\n", - "plt.title(\"Pension Deposits on Exogenous Post-Decision Grid\")\n", - "plt.xlabel(r\"Liquid Wealth $\\ell$\")\n", - "plt.ylabel(\"Retirement Balance $b$\")\n", - "fig.savefig(figures_path + \"SparsePensionExogenousGrid.svg\")\n", - "fig.savefig(figures_path + \"SparsePensionExogenousGrid.pdf\")" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:05.441268Z", - "iopub.status.busy": "2024-02-29T22:52:05.441268Z", - "iopub.status.idle": "2024-02-29T22:52:05.453282Z", - "shell.execute_reply": "2024-02-29T22:52:05.453282Z" - } - }, - "outputs": [], - "source": [ - "grids = agent.solution[T].consumption_stage.grids_before_cleanup" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:05.457313Z", - "iopub.status.busy": "2024-02-29T22:52:05.456315Z", - "iopub.status.idle": "2024-02-29T22:52:05.595410Z", - "shell.execute_reply": "2024-02-29T22:52:05.594497Z" - } - }, - "outputs": [], - "source": [ - "gauss_interp = GeneralizedRegressionUnstructuredInterp(\n", - " grids[\"dMat\"],\n", - " [grids[\"mMat\"], grids[\"nMat\"]],\n", - " model=\"gaussian-process\",\n", - " std=True,\n", - " model_kwargs={\"normalize_y\": True},\n", - ")" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:05.598924Z", - "iopub.status.busy": "2024-02-29T22:52:05.597923Z", - "iopub.status.idle": "2024-02-29T22:52:06.311531Z", - "shell.execute_reply": "2024-02-29T22:52:06.310529Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# get_ipython().run_line_magic(\"matplotlib\", \"widget\")\n", - "plot_3d_func(gauss_interp, [0, 5], [0, 5])" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "jupytext": { - "formats": "ipynb,py:percent" - }, - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.13" - }, - "vscode": { - "interpreter": { - "hash": "79951e4b60143e56f74775fb161f6f6a8dbe0cc643d2aff46d80703e071913a3" - } - } - }, - "nbformat": 4, - "nbformat_minor": 4 -} diff --git a/code/examples/example_GaussianProcessRegression.ipynb b/code/examples/example_GaussianProcessRegression.ipynb deleted file mode 100644 index 19bb0806..00000000 --- a/code/examples/example_GaussianProcessRegression.ipynb +++ /dev/null @@ -1,300 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:23.089883Z", - "iopub.status.busy": "2024-02-29T22:52:23.088882Z", - "iopub.status.idle": "2024-02-29T22:52:23.572341Z", - "shell.execute_reply": "2024-02-29T22:52:23.571343Z" - } - }, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:23.576365Z", - "iopub.status.busy": "2024-02-29T22:52:23.575355Z", - "iopub.status.idle": "2024-02-29T22:52:23.586907Z", - "shell.execute_reply": "2024-02-29T22:52:23.586907Z" - } - }, - "outputs": [], - "source": [ - "rng = np.random.RandomState(5)\n", - "figures_path = \"../../content/figures/\"" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:23.589906Z", - "iopub.status.busy": "2024-02-29T22:52:23.589906Z", - "iopub.status.idle": "2024-02-29T22:52:23.602932Z", - "shell.execute_reply": "2024-02-29T22:52:23.602932Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "((10, 1), (10, 1))" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "def f(x):\n", - " return x * np.cos(1.5 * x)\n", - "\n", - "\n", - "# Define latex function\n", - "latex_func = r\"$f(x) = x \\cos(1.5x)$\"\n", - "\n", - "x_min = 0\n", - "x_max = 10\n", - "n_true = 1_000\n", - "n_test = 100\n", - "n_train = 10\n", - "s = 0.000005 # noise variance.\n", - "\n", - "X_true = np.linspace(start=x_min, stop=x_max, num=n_true)\n", - "y_true = f(X_true)\n", - "\n", - "X_test = np.linspace(start=x_min, stop=x_max, num=n_test).reshape(-1, 1)\n", - "y_test = f(X_test)\n", - "\n", - "X_train = (rng.rand(n_train) * x_max).reshape(-1, 1)\n", - "y_train = f(X_train) + s * rng.randn(n_train).reshape(-1, 1)\n", - "X_train.shape, y_train.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:23.605954Z", - "iopub.status.busy": "2024-02-29T22:52:23.605449Z", - "iopub.status.idle": "2024-02-29T22:52:24.350269Z", - "shell.execute_reply": "2024-02-29T22:52:24.350269Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize=(15, 5))\n", - "ax.plot(X_test, y_test, label=latex_func, linestyle=\"dotted\")\n", - "ax.scatter(X_train, y_train, label=\"Randomly sampled points\", s=100)\n", - "ax.legend()\n", - "ax.set_xlabel(\"$x$\")\n", - "ax.set_ylabel(\"$f(x)$\")\n", - "ax.set_title(\"True function and randomly sampled points\")\n", - "fig.tight_layout()\n", - "fig.savefig(figures_path + \"GPR_True_Function.svg\")\n", - "fig.savefig(figures_path + \"GPR_True_Function.pdf\")" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:24.353267Z", - "iopub.status.busy": "2024-02-29T22:52:24.353267Z", - "iopub.status.idle": "2024-02-29T22:52:24.365968Z", - "shell.execute_reply": "2024-02-29T22:52:24.365449Z" - } - }, - "outputs": [], - "source": [ - "# Define the kernel\n", - "\n", - "\n", - "def kernel(a, b):\n", - " \"\"\"GP squared exponential kernel function\"\"\"\n", - " kernelParameter_l = 0.5\n", - " kernelParameter_sigma = 1.0\n", - " sqdist = np.sum(a**2, axis=1).reshape(-1, 1) + np.sum(b**2, 1) - 2 * np.dot(a, b.T)\n", - " # np.sum( ,axis=1) means adding all elements columnly; .reshap(-1, 1) add one dimension to make (n,) become (n,1)\n", - " return kernelParameter_sigma * np.exp(-0.5 * (1 / kernelParameter_l) * sqdist)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:24.369284Z", - "iopub.status.busy": "2024-02-29T22:52:24.369284Z", - "iopub.status.idle": "2024-02-29T22:52:24.381571Z", - "shell.execute_reply": "2024-02-29T22:52:24.381059Z" - } - }, - "outputs": [], - "source": [ - "K_train = kernel(X_train, X_train)\n", - "K_test = kernel(X_test, X_test)\n", - "K_cross = kernel(X_train, X_test)\n", - "\n", - "L = np.linalg.cholesky(K_train + s * np.eye(n_train))\n", - "Lk = np.linalg.solve(L, K_cross)\n", - "mean_prediction = np.dot(Lk.T, np.linalg.solve(L, y_train)).ravel()\n", - "var_prediction = np.diag(K_test) - np.sum(Lk**2, axis=0)\n", - "std_prediction = np.sqrt(var_prediction)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:24.385253Z", - "iopub.status.busy": "2024-02-29T22:52:24.384718Z", - "iopub.status.idle": "2024-02-29T22:52:24.877073Z", - "shell.execute_reply": "2024-02-29T22:52:24.876560Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize=(15, 5))\n", - "ax.plot(X_true, y_true, label=latex_func, linestyle=\"dotted\")\n", - "ax.scatter(X_train, y_train, label=\"Observations\")\n", - "ax.plot(X_test, mean_prediction, label=\"Mean prediction\")\n", - "ax.fill_between(\n", - " X_test.ravel(),\n", - " mean_prediction - 1.96 * std_prediction,\n", - " mean_prediction + 1.96 * std_prediction,\n", - " alpha=0.5,\n", - " label=r\"95% confidence interval\",\n", - ")\n", - "ax.legend()\n", - "ax.set_xlabel(\"$x$\")\n", - "ax.set_ylabel(\"$f(x)$\")\n", - "ax.set_title(\"Gaussian process regression on a noisy dataset\")\n", - "fig.tight_layout()\n", - "fig.savefig(figures_path + \"GaussianProcessRegression.svg\")\n", - "fig.savefig(figures_path + \"GaussianProcessRegression.pdf\")" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:24.880080Z", - "iopub.status.busy": "2024-02-29T22:52:24.880080Z", - "iopub.status.idle": "2024-02-29T22:52:24.893109Z", - "shell.execute_reply": "2024-02-29T22:52:24.892109Z" - } - }, - "outputs": [], - "source": [ - "L = np.linalg.cholesky(K_test + 1e-6 * np.eye(n_test) - np.dot(Lk.T, Lk))\n", - "f_post = mean_prediction.reshape(-1, 1) + np.dot(L, rng.normal(size=(n_test, 50)))" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:24.896144Z", - "iopub.status.busy": "2024-02-29T22:52:24.895137Z", - "iopub.status.idle": "2024-02-29T22:52:25.487022Z", - "shell.execute_reply": "2024-02-29T22:52:25.486362Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize=(15, 5))\n", - "ax.plot(X_true, y_true, label=latex_func, linestyle=\"dotted\")\n", - "ax.scatter(X_train, y_train, label=\"Observations\")\n", - "ax.plot(X_test, mean_prediction, label=\"Mean prediction\")\n", - "ax.plot(X_test, f_post, linewidth=0.8, alpha=0.5)\n", - "ax.legend()\n", - "ax.set_xlabel(\"$x$\")\n", - "ax.set_ylabel(\"$f(x)$\")\n", - "ax.set_title(\"Random sample of functions from the Gaussian Process posterior.\")\n", - "fig.tight_layout()\n", - "fig.savefig(figures_path + \"GPR_Posterior_Sample.svg\")\n", - "fig.savefig(figures_path + \"GPR_Posterior_Sample.pdf\")" - ] - } - ], - "metadata": { - "jupytext": { - "formats": "ipynb,py:percent" - }, - "kernelspec": { - "display_name": "egmn-dev", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.13" - }, - "vscode": { - "interpreter": { - "hash": "79951e4b60143e56f74775fb161f6f6a8dbe0cc643d2aff46d80703e071913a3" - } - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/code/examples/example_WarpedInterpolation.ipynb b/code/examples/example_WarpedInterpolation.ipynb deleted file mode 100644 index fecbfb5b..00000000 --- a/code/examples/example_WarpedInterpolation.ipynb +++ /dev/null @@ -1,814 +0,0 @@ -{ - "cells": [ - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Warped Interpolation\n", - "\n", - "import matplotlib.pyplot as plt\n" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:27.124279Z", - "iopub.status.busy": "2024-02-29T22:52:27.124279Z", - "iopub.status.idle": "2024-02-29T22:52:27.603114Z", - "shell.execute_reply": "2024-02-29T22:52:27.602112Z" - } - }, - "outputs": [], - "source": [ - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "\n", - "figures_path = \"../../content/figures/\"" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Assume we have a set of points indexed by $(i,j)$ in 2D space for which we have corresponding functional values in a 3rd dimension, such that $f(x_{i,j},y_{i,j}) = z_{i,j}$. In practice, we are interested in cases where the $z_{ij}$ are difficult to compute and we are unable to compute them at other values of $x$ and $y$ -- which is why we want to interpolate. For the callibration below, we will generate these $z$'s arbitrarily using the function\n", - "\n", - "$$f(x,y) = (xy)^{1/4}$$\n", - "\n", - "because the figures look good for our illustrations.\n", - "\n", - "These $(x_{i,j},y_{i,j})$ points however are not evenly spaced, and do not form a rectilinear grid which would make it easy to interpolate the function off the grid. Nevertheless, these points do have a regular structure as we will see.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:27.606146Z", - "iopub.status.busy": "2024-02-29T22:52:27.606146Z", - "iopub.status.idle": "2024-02-29T22:52:27.771169Z", - "shell.execute_reply": "2024-02-29T22:52:27.771169Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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oz549OXMvv/yypk2bls8yAFAQ/H5p9Wr7vs+X+1jvuLXVW6ECOFt5BYsvfvGLeu655/TAAw/o1VdfVVtbm9auXauGhgan6gMAV0Wj0qZN0pQpufPhsD0fjbpTFzBa5RUs5s2bp82bN2vDhg268sordd9996m1tVW33nqrU/UBgOuiUWnfPnsvhWTf7t1LqAAGktceC0m66aabdNNNNzlRCwCMWn6/vUFz61b7lssfwMD4rhAAAGAMwQIAABhDsAAAAMYQLAAAgDEECwAAYAzBAgAAGEOwAAAAxhAsAACAMQQLAABgDMECAAAYQ7AAAADGECwAAIAxBAsAAGAMwQIAABhDsAAAAMYQLAAAgDEECwAAYAzBAgAAGEOwAAAAxhAsAACAMQQLAABgDMECAAAYQ7AAAADGECwAAIAxBAsAAGAMwQIAABhDsAAAAMYQLAAAgDEECwAAYAzBAgAAGEOwAADAA7JZKZGw7ycS9tgNeQWL5uZm+Xy+nD8XXXSRU7UBAIAhiMWkykopErHHkYg9jsVGvpax+T5h9uzZeuaZZ/rGfr/faEEAAGDoYjFpyRLJsqRQ6MR8Z6c9v2mTFI2OXD15B4uxY8dylgIAgFEgm5UaG+1QcSrLknw+qalJqq2VRuo8QN7B4pVXXlF5ebmCwaA+8IEP6IEHHtCMGTMGPT6dTiudTveNk8mkJCmTySiTyQyj5IH1rmVyzdHG6z3SX+Hzeo/0V/i81mMiIR08eOJMRSiUybmVpK4uqb1dqqo6u9ca6t+Zz7IGyjkD27Ztm3p6ejRz5ky99dZbuv/++/XnP/9ZL774okpLSwd8TnNzs1paWvrNt7W1qaioaKgvDQAAXNTT06O6ujp1d3erpKRk0OPyChanOnr0qC6++GL927/9m1asWDHgMQOdsaioqFBXV9dpC8tXJpNRPB5XTU2NAoGAsXVHE6/3SH+Fz+s90l/h81qPicSJDZuSfaZi3bq46utrlEqd6G/LlrM/Y5FMJlVWVnbGYJH3pZCTTZgwQe973/v0yiuvDHpMMBhUMBjsNx8IBBx5U51adzTxeo/0V/i83iP9FT6v9FhdLZWW2hs1Tz5NkEoFlEoF5PNJ4bB93NnusRjq39dZ/R6LdDqtP/3pT5o8efLZLAMAAIbB75dWr7bv+3y5j/WOW1tHbuOmlGew+NKXvqQdO3Zo7969+u1vf6slS5YomUxq2bJlTtUHAABOIxq1P1I6ZUrufDg88h81lfK8FHLgwAF98pOfVFdXly644AJ98IMf1HPPPadp06Y5VR8AADiDaNT+SGl7u5RM2nsqTFz+GI68gsXGjRudqgMAAJwFv9/eoLl1q33r1u+v5LtCAACAMQQLAABgDMECAAAYQ7AAAADGECwAAIAxBAsAAGAMwQIAABhDsAAAAMYQLAAAgDEECwAAYAzBAgAAGEOwAAAAxhAsAACAMQQLAABgDMECAAAYQ7AAAADGECwAAIAxBAsAAGAMwQIAABhDsAAAAMYQLAAAgDEECwAAYAzBAgAAGEOwAAAAxhAsAACAMQQLAABgDMECAAAYQ7AAAADGECwAAIAxBAsAAGAMwQIYAdmslEjY9xMJewwAXnRWwWLVqlXy+XxqamoyVA7gPbGYVFkpRSL2OBKxx7GYm1UBgDOGHSw6Ojq0du1azZkzx2Q9gKfEYtKSJdKBA7nznZ32POECgNcMK1gcOXJEt956q77zne/ove99r+maAE/IZqXGRsmy+j/WO9fUxGURAN4ydjhPamhoUCQS0cKFC3X//fef9th0Oq10Ot03TiaTkqRMJqNMJjOclx9Q71om1xxtvN6j1/pLJKSDB6VQyB6HQpmcW0nq6pLa26WqKjcqNM9r7+Gp6K/web1HJ/sb6po+yxro56nBbdy4UStXrlRHR4fGjx+va6+9VldddZVaW1sHPL65uVktLS395tva2lRUVJTPSwMAAJf09PSorq5O3d3dKikpGfS4vILF66+/rquvvlpPP/205s6dK0lnDBYDnbGoqKhQV1fXaQvLVyaTUTweV01NjQKBgLF1RxOv9+i1/hKJExs2JftMxbp1cdXX1yiVOtHfli3eOmPhpffwVPRX+Lzeo5P9JZNJlZWVnTFY5HUp5IUXXtDbb7+tf/zHf+yby2azam9v18MPP6x0Oi2/35/znGAwqGAw2G+tQCDgyJvq1Lqjidd79Ep/1dVSaam9UfPk+J5KBZRKBeTzSeGwfdwp/9kUPK+8h4Ohv8Ln9R6d6G+o6+UVLK6//nrt3r07Z2758uWaNWuW7r777n6hAjiX+f3S6tX2pz98vtzHesetrd4LFQDObXkFi+LiYl155ZU5cxMmTFBpaWm/eQBSNCpt2mR/OuTgwRPz4bAdKqJR10oDAEcM61MhAIYuGpVqa+1PfyST9p4KL17+AADJQLB49tlnDZQBeJvfb2/Q3LrVviVUAPAqvisEAAAYQ7AAAADGECwAAIAxBAsAAGAMwQIAABhDsAAAAMYQLAAAgDEECwAAYAzBAgAAGEOwAAAAxhAsAACAMQQLAABgDMECAAAYQ7AAAADGECwAAIAxBAsAAGAMwQIAABhDsAAAAMYQLAAAgDEECwAAYAzBAgAAGEOwAAAAxhAsAACAMQQLAABgDMECAAAYQ7AAAADGECwAAIAxBAsAAGAMwQIAABhDsAAAAMYQLAAA54RsVkok7PuJhD2GeXkFizVr1mjOnDkqKSlRSUmJ5s+fr23btjlVGwAARsRiUmWlFInY40jEHsdiblblTXkFi3A4rK9//evauXOndu7cqQ9/+MOqra3Viy++6FR9AACclVhMWrJEOnAgd76z054nXJiVV7BYvHixbrzxRs2cOVMzZ87UypUrdd555+m5555zqj4AAIYtm5UaGyXL6v9Y71xTE5dFTBo73Cdms1n95Cc/0dGjRzV//vxBj0un00qn033jZDIpScpkMspkMsN9+X561zK55mjj9R7pr/B5vUf6KzyJhHTwoBQK2eNQKJNzK0ldXVJ7u1RV5UaFZjn5Hg51TZ9lDZTjBrd7927Nnz9ff//733Xeeeepra1NN95446DHNzc3q6Wlpd98W1ubioqK8nlpAADgkp6eHtXV1am7u1slJSWDHpd3sHj33Xe1f/9+vfPOO3r88cf13e9+Vzt27NAVV1wx4PEDnbGoqKhQV1fXaQvLVyaTUTweV01NjQKBgLF1RxOv90h/hc/rPdJf4UkkTmzYlOwzFevWxVVfX6NU6kSPW7Z454yFU+9hMplUWVnZGYNF3pdCxo0bp0suuUSSdPXVV6ujo0OrV6/Wt7/97QGPDwaDCgaD/eYDgYAj/3CdWnc08XqP9Ff4vN4j/RWO6mqptNTeqHnyj9GpVECpVEA+nxQO28f5/e7VaZoT7+FQ1zvr32NhWVbOGQkAAEYLv19avdq+7/PlPtY7bm31VqhwW17B4p577tGvf/1r7du3T7t379a9996rZ599VrfeeqtT9QEAcFaiUWnTJmnKlNz5cNiej0bdqcur8roU8tZbb+mf//mf9be//U0TJ07UnDlz9NRTT6mmpsap+gAAOGvRqFRba3/6I5m091R47fLHaJFXsPje977nVB0AADjK77c3aG7dat8SKpzBd4UAAABjCBYAAMAYggUAADCGYAEAAIwhWAAAAGMIFgAAwBiCBQAAMIZgAQAAjCFYAAAAYwgWAADAGIIFAAAwhmABAACMIVgAAABjCBYAAMAYggUAADCGYAEAAIwhWAAAAGMIFgAAwBiCBQAAMIZgAQAAjCFYAAAAYwgWAADAGIIFAAAwhmABAACMIVgAAABjCBYAAMAYggUAADCGYAEAAIwhWAAAAGMIFgAAwBiCRYHIZqVEwr6fSNhjAABGm7yCxapVqzRv3jwVFxdr0qRJuvnmm7Vnzx6nasP/i8WkykopErHHkYg9jsXcrAoAgP7yChY7duxQQ0ODnnvuOcXjcR07dkyLFi3S0aNHnarvnBeLSUuWSAcO5M53dtrzhAsAwGgyNp+Dn3rqqZzx+vXrNWnSJL3wwguqrq42Whjsyx2NjZJl9X/MsiSfT2pqkmprJb9/xMsDAKCfvILFqbq7uyVJ559//qDHpNNppdPpvnEymZQkZTIZZTKZs3n5HL1rmVzTbYmEdPCgFArZ41Aok3MrSV1dUnu7VFXlRoVmefE9PJnX+5O83yP9FT6v9+hkf0Nd02dZA/08fGaWZam2tlaHDh3Sr3/960GPa25uVktLS7/5trY2FRUVDeelAQDACOvp6VFdXZ26u7tVUlIy6HHDDhYNDQ3asmWLEomEwuHwoMcNdMaioqJCXV1dpy0sX5lMRvF4XDU1NQoEAsbWdVMicWLDpmSfqVi3Lq76+hqlUid63LLFO2csvPYenszr/Une75H+Cp/Xe3Syv2QyqbKysjMGi2FdCrnzzjv15JNPqr29/bShQpKCwaCCwWC/+UAg4Mib6tS6bqiulkpL7Y2aJ8e/VCqgVCogn08Kh+3jvLTHwkvv4UC83p/k/R7pr/B5vUcn+hvqenl9KsSyLH3+859XLBbTL3/5S02fPn1YxWFo/H5p9Wr7vs+X+1jvuLXVW6ECAFDY8goWDQ0Neuyxx9TW1qbi4mK9+eabevPNN5VKpZyq75wXjUqbNklTpuTOh8P2fDTqTl0AAAwkr2CxZs0adXd369prr9XkyZP7/vzoRz9yqj7IDg/79tl7KST7du9eQgUAYPTJa4/FMPd5wgC/396guXWrfcvlDwDAaMR3hQAAAGMIFgAAwBiCBQAAMIZgAQAAjCFYAAAAYwgWAADAGIIFAAAwhmABAACMIVgAAABjCBYAAMAYggUAADCGYAEAAIwhWAAAAGMIFgAAwBiCBQAAMIZgAQAAjCFYAAAAYwgWAADAGIIFAAAwhmABAACMIVgAAABjCBYAAMAYggUAADCGYAEAAIwhWAAAAGMIFgAAwBiCBQAAMIZgAQAAjCFYAAAAYwgWAADAGIIFAEDZrJRI2PcTCXsMDEfewaK9vV2LFy9WeXm5fD6fnnjiCQfKAgCMlFhMqqyUIhF7HInY41jMzapQqPIOFkePHtXcuXP18MMPO1EPAGAExWLSkiXSgQO5852d9jzhAvkam+8TbrjhBt1www1O1AIAGEHZrNTYKFlW/8csS/L5pKYmqbZW8vtHvDwUqLyDRb7S6bTS6XTfOJlMSpIymYwymYyx1+ldy+Sao43Xe6S/wuf1Hr3WXyIhHTwohUL2OBTK5NxKUleX1N4uVVW5UaF5XnsPT+Vkf0Nd02dZA2XVofH5fNq8ebNuvvnmQY9pbm5WS0tLv/m2tjYVFRUN96UBAMAI6unpUV1dnbq7u1VSUjLocY4Hi4HOWFRUVKirq+u0heUrk8koHo+rpqZGgUDA2Lqjidd7pL/C5/UevdZfInFiw6Zkn6lYty6u+voapVIn+tuyxVtnLLz0Hp7Kyf6SyaTKysrOGCwcvxQSDAYVDAb7zQcCAUfeVKfWHU283iP9FT6v9+iV/qqrpdJSe6PmyT9iplIBpVIB+XxSOGwf57U9Fl55DwfjRH9DXY/fYwEA5yi/X1q92r7v8+U+1jtubfVeqICz8g4WR44c0a5du7Rr1y5J0t69e7Vr1y7t37/fdG0AAIdFo9KmTdKUKbnz4bA9H426UxcKV96XQnbu3Knrrruub7xixQpJ0rJly/T973/fWGEAgJERjdofKW1vl5JJe0+FFy9/YGTkHSyuvfZancV+TwDAKOT32xs0t261bwkVGC72WAAAAGMIFgAAwBiCBQAAMIZgAQAAjCFYAAAAYwgWAADAGIIFAAAwhmABAACMIVgAAABjHP9201P1/tbOZDJpdN1MJqOenh4lk0nPfmOd13ukv8Ln9R7pr/B5vUcn++v9//aZfvv2iAeLw4cPS5IqKipG+qUBAMBZOnz4sCZOnDjo4z5rhL/44/jx43rjjTdUXFws36nf03sWksmkKioq9Prrr6ukpMTYuqOJ13ukv8Ln9R7pr/B5vUcn+7MsS4cPH1Z5ebnGjBl8J8WIn7EYM2aMwuGwY+uXlJR48h/LybzeI/0VPq/3SH+Fz+s9OtXf6c5U9GLzJgAAMIZgAQAAjPFMsAgGg/rqV7+qYDDodimO8XqP9Ff4vN4j/RU+r/c4Gvob8c2bAADAuzxzxgIAALiPYAEAAIwhWAAAAGMIFgAAwJiCDxbt7e1avHixysvL5fP59MQTT7hdklGrVq3SvHnzVFxcrEmTJunmm2/Wnj173C7LmDVr1mjOnDl9v8xl/vz52rZtm9tlOWbVqlXy+XxqampyuxRjmpub5fP5cv5cdNFFbpdlXGdnp2677TaVlpaqqKhIV111lV544QW3yzKisrKy33vo8/nU0NDgdmlGHDt2TF/5ylc0ffp0hUIhzZgxQ1/72td0/Phxt0sz5vDhw2pqatK0adMUCoW0YMECdXR0uFLLiP/mTdOOHj2quXPnavny5frYxz7mdjnG7dixQw0NDZo3b56OHTume++9V4sWLdJLL72kCRMmuF3eWQuHw/r617+uSy65RJL06KOPqra2Vr///e81e/Zsl6szq6OjQ2vXrtWcOXPcLsW42bNn65lnnukb+/1+F6sx79ChQ7rmmmt03XXXadu2bZo0aZL+8pe/6D3veY/bpRnR0dGhbDbbN/7jH/+ompoaLV261MWqzHnwwQf1yCOP6NFHH9Xs2bO1c+dOLV++XBMnTlRjY6Pb5Rnxmc98Rn/84x/1wx/+UOXl5Xrssce0cOFCvfTSS5oyZcrIFmN5iCRr8+bNbpfhqLffftuSZO3YscPtUhzz3ve+1/rud7/rdhlGHT582Lr00kuteDxufehDH7IaGxvdLsmYr371q9bcuXPdLsNRd999t1VVVeV2GSOmsbHRuvjii63jx4+7XYoRkUjEqq+vz5mLRqPWbbfd5lJFZvX09Fh+v9/6+c9/njM/d+5c69577x3xegr+Usi5pru7W5J0/vnnu1yJedlsVhs3btTRo0c1f/58t8sxqqGhQZFIRAsXLnS7FEe88sorKi8v1/Tp0/WJT3xCr732mtslGfXkk0/q6quv1tKlSzVp0iT9wz/8g77zne+4XZYj3n33XT322GOqr683+kWRbqqqqtIvfvELvfzyy5KkP/zhD0okErrxxhtdrsyMY8eOKZvNavz48TnzoVBIiURixOsp+Esh5xLLsrRixQpVVVXpyiuvdLscY3bv3q358+fr73//u8477zxt3rxZV1xxhdtlGbNx40b97ne/c+16p9M+8IEP6Ac/+IFmzpypt956S/fff78WLFigF198UaWlpW6XZ8Rrr72mNWvWaMWKFbrnnnv0/PPP6wtf+IKCwaBuv/12t8sz6oknntA777yjT33qU26XYszdd9+t7u5uzZo1S36/X9lsVitXrtQnP/lJt0szori4WPPnz9d9992nyy+/XBdeeKE2bNig3/72t7r00ktHvqARP0fiIHn8Usgdd9xhTZs2zXr99dfdLsWodDptvfLKK1ZHR4f15S9/2SorK7NefPFFt8syYv/+/dakSZOsXbt29c157VLIqY4cOWJdeOGF1je/+U23SzEmEAhY8+fPz5m78847rQ9+8IMuVeScRYsWWTfddJPbZRi1YcMGKxwOWxs2bLD+93//1/rBD35gnX/++db3v/99t0sz5tVXX7Wqq6stSZbf77fmzZtn3Xrrrdbll18+4rUQLArE5z//eSscDluvvfaa26U47vrrr7c++9nPul2GEZs3b+77D733jyTL5/NZfr/fOnbsmNslOmLhwoXWv/7rv7pdhjFTp061Pv3pT+fMfetb37LKy8tdqsgZ+/bts8aMGWM98cQTbpdiVDgcth5++OGcufvuu8+67LLLXKrIOUeOHLHeeOMNy7Is65ZbbrFuvPHGEa+BSyGjnGVZuvPOO7V582Y9++yzmj59utslOc6yLKXTabfLMOL666/X7t27c+aWL1+uWbNm6e677/bcpyckKZ1O609/+pP+6Z/+ye1SjLnmmmv6fcz75Zdf1rRp01yqyBnr16/XpEmTFIlE3C7FqJ6eHo0Zk7ul0O/3e+rjpr0mTJigCRMm6NChQ9q+fbu+8Y1vjHgNBR8sjhw5oldffbVvvHfvXu3atUvnn3++pk6d6mJlZjQ0NKitrU0//elPVVxcrDfffFOSNHHiRIVCIZerO3v33HOPbrjhBlVUVOjw4cPauHGjnn32WT311FNul2ZEcXFxv/0wEyZMUGlpqWf2yXzpS1/S4sWLNXXqVL399tu6//77lUwmtWzZMrdLM+aLX/yiFixYoAceeEC33HKLnn/+ea1du1Zr1651uzRjjh8/rvXr12vZsmUaO7bg/9eQY/HixVq5cqWmTp2q2bNn6/e//70eeugh1dfXu12aMdu3b5dlWbrsssv06quv6q677tJll12m5cuXj3wxI36OxLBf/epXlqR+f5YtW+Z2aUYM1Jska/369W6XZkR9fb01bdo0a9y4cdYFF1xgXX/99dbTTz/tdlmO8toei49//OPW5MmTrUAgYJWXl1vRaNQze2RO9rOf/cy68sorrWAwaM2aNctau3at2yUZtX37dkuStWfPHrdLMS6ZTFqNjY3W1KlTrfHjx1szZsyw7r33XiudTrtdmjE/+tGPrBkzZljjxo2zLrroIquhocF65513XKmFr00HAADG8HssAACAMQQLAABgDMECAAAYQ7AAAADGECwAAIAxBAsAAGAMwQIAABhDsAAAAMYQLAAAgDEECwAAYAzBAgAAGEOwAAAAxvwfJQl1JfvDXrkAAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "points = np.array(\n", - " [[[1, 7], [3, 8], [5, 9]], [[2, 2], [4, 4], [6, 6]], [[7, 1], [8, 3], [9, 5]]],\n", - ").T\n", - "values = np.power(points[0] * points[1], 1 / 4)\n", - "\n", - "fig, ax = plt.subplots()\n", - "ax.scatter(points[0], points[1], c=\"b\")\n", - "ax.grid()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "In the graph below, we can see the true function in 3D space, along with the points for which we actually know the value of the function.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:27.774677Z", - "iopub.status.busy": "2024-02-29T22:52:27.773171Z", - "iopub.status.idle": "2024-02-29T22:52:28.996375Z", - "shell.execute_reply": "2024-02-29T22:52:28.995454Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure()\n", - "ax = fig.add_subplot(projection=\"3d\")\n", - "ax.scatter(points[0], points[1], values, c=\"r\")\n", - "ax.scatter(points[0], points[1], np.zeros_like(values), c=\"b\", alpha=0.5)\n", - "for i in range(3):\n", - " ax.plot(points[0, i], points[1, i], zs=0, zdir=\"z\", c=\"r\", alpha=0.5)\n", - " ax.plot(points[0, :, i], points[1, :, i], zs=0, zdir=\"z\", c=\"g\", alpha=0.5)\n", - "\n", - "for i in range(9):\n", - " ax.plot(\n", - " np.array([points[0].flat[i]] * 2),\n", - " np.array([points[1].flat[i]] * 2),\n", - " [0, values.flat[i]],\n", - " \"--\",\n", - " c=\"b\",\n", - " alpha=0.5,\n", - " )\n", - "\n", - "x = np.linspace(1, 9, 100)\n", - "xmat, ymat = np.meshgrid(x, x, indexing=\"ij\")\n", - "zmat = np.power(xmat * ymat, 1 / 4)\n", - "ax.plot_surface(xmat, ymat, zmat, alpha=0.5)\n", - "ax.set_zlim(0, np.max(values))\n", - "\n", - "ax.view_init(30, -120)\n", - "\n", - "fig.savefig(figures_path + \"WarpedInterpolation.svg\")\n", - "fig.savefig(figures_path + \"WarpedInterpolation.pdf\")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The underlying regular structure comes from the points' position in the matrix, the $(i,j)$ coordinates. If we join the points along every row and every column, we can see that the resulting grid is regular and piecewise affine (curvilinear).\n" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:28.998966Z", - "iopub.status.busy": "2024-02-29T22:52:28.998966Z", - "iopub.status.idle": "2024-02-29T22:52:29.150931Z", - "shell.execute_reply": "2024-02-29T22:52:29.150931Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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lJeN+QkICACaTCZPJdH9R5yL9Wta8pr1xtDZGRcGVK6qnomyRvxlc9D1OfLOT1P5JGc8xXKvM4OCneavLACr6Vsw4XxD/DRzt/cuNVdr48su4zJyJNncuaR99pJINO+Ho76Gjtw8cv422bN+9XtOgaVk/L/43TdN4++23+fzzzzEajZjNZsaPH89bb711x+8ZO3Ys48aNy3F+1qxZeHp63utLCweUbE7m7+t/s+7qOrwP7mPzFLjhChXedOehEi1oW7wttbxqycZfhVCzd9+lxN69HHnySfaHhuodjhACSEpKon///sTHx+Pj43PH5+UpsZgzZw6vv/46X375JXXq1CE6OprRo0fz1VdfEXqH//y59VgEBgYSFxf3n4HllclkIiIigpCQEFxcXKx2XXviCG00W8ysP7me6Xums2D/IlIsyQAYLHBighvlb6YwsGg4C1P7ZXzPsmXQooVeEVuPI7x/d2OtNhqWLsW5Rw+0okVJi42FIvZR+nL099DR2weO30Zbti8hIQF/f/+7JhZ5KoW8/vrr/O9//+Opp54CoF69epw8eZJPP/30jomFm5sbbm5uOc67uLjY5E211XXtSUFs4+ErhwmPDmf67umcTjidcd75eg3SdoSixTzNopQJjGIijyeuYKZ5EAaD6gW/09TTgqogvn959cBt7NYNqlfHcPgwLtOnw8svWy84K3D099DR2weO30ZbtO9er5en4fRJSUk43bZojdFolOmmIlfXb13nl+2/0GxKM2p8X4NPoj7hdMJpfN19Gf7QcLY8s4U5LQ5giHoLw40AFhp7AtDFvBQPVE/GxImOlVSIe+TkBK+8om5PnKhG+gohCoQ89Vh07dqV8ePHU758eerUqcOuXbv46quvGDp0qK3iEwVMmiWNiGMRhMeEs/jgYlLMqgxmNBjpWLUjg4MG07VGV9yd3QF4OEBtbDlqFGyLa0JSiRJ4X77MAL+VdJr0JD166NkaoatBg+Ddd9Uy34sXQ8+eekckhLgHeUosvvvuO9577z1efPFFLl26RNmyZRk2bBjvv/++reITBcS+S/sIjwlnxu4ZnE88n3G+bsm6DA4azID6AyhdpHSu39ujh+r5jow0cO6bZlRdsoRf2s/DqceT+RW+sEeenvDCC/Dxx2rqqSQWQhQIeUosvL29mThx4n9OLxWFx5WkK8zeO5vwmHC2n8tcy8TPw4/+9fozOHgwDUo3uKdZHUajGqC5aXtzqi5ZgtPSPyEpSf1xEYXXiBHwxRewaRNs2QKPPKJ3REKIu5C9QkSemMwmVhxdQXhMOH8e+hOTRc1rdnZypku1LgwOHkznap1xNbre1/WvV6uGVqEChpMnYcUK+ZRa2JUuDQMGwNSpqtdi3jy9IxJC3IUkFuKexFyIISw6jJl7ZnI56XLG+QalGzA4eDD96vajhFeJB38hgwFLz54Y0/+ISGIhxoxRicWCBWq8RaVKekckhPgPkliIO7p08xIzd88kPCacmIsxGedLeZViQL0BhAaHUr9Ufau/rta7t/p0unQp3LwJXl5Wfw1RgNStCx06wOrV8O23alt1IYTdksRCZJOSlsKyI8sIiw5jxdEVpFnSAHA1uvJEjScYHDSYjlU74uxkux8drWFD9ak0NlZtn927t81eSxQQr76qEotff4UPPgBfX70jEkLcgSQWAk3T2H5uO+Ex4czeO5uryVczHmtSrgmhQaE8VfcpinsUz5+ADAbo0wc+/xx+/10SCwEhIarnYu9elVy89preEQkh7kASi0Ls3I1zzNg9g/CYcPZf3p9xvqx3WZ6u/zShQaHUKlFLn+B691aJhZRDBKhkc8wYGDoUvvlGLXziwKsmClGQSWJRyCSbkllyaAnhMeGsPrYai6ZWTXV3dufJmk8SGhRK+8rtMTrpvNxlw4ZQuTIcP642C+nTR994hP7694e33oIzZ9Sqav363f17hBD5Lk9LeouCSdM0Np/ezLA/h1FmQhn6LejHyqMrsWgWmgc2Z3LXyVx49QKzes6iY9WO+icVkFkOAZliKBQ3N3jpJXV7wgS49/0ThRD5SHosHNip+FNMj5lOeEw4R64eyThfvmh5BtUfxKCgQVTzq6ZjhHfRpw989pnqsUhMtJsdLoWOhg+HTz6BHTtg40a1Q50Qwq5IYuFgbqbeZNHBRYRFh7E2di0a6lOdp4snvWr3YnDQYFpVbIWToQB0VgUHQ9WqcPSoGmvx7666ohDz94fQUPj5Z9VrIYmFEHZHEgsHYNEsRJ2KIiw6jN/3/05iamLGY60rtiY0KJSetXri7eatY5T3Ib0c8sknqhwiiYUAGD1aJRZ//gmHD0P16npHJITIQhKLAiz2WizTYqYRHhNO7PXYjPOVi1UmNCiUQUGDqOhbUb8ArSE9sVi+HG7cAO8ClhwJ66tRA7p2VYnFxInw4496RySEyEISiwIm2ZxMeEw40/dOJ/JkZMZ5b1dv+tTpQ2hQKC3Kt7injb8KhPr11SfSw4dVOURmAghQU0///BPCwuCjj8DPT++IhBD/ksSiALBoFtbFruO3Xb+xYP8CUvakAGDAQPvK7QkNCuXJWk/i6eKAO4Gml0M+/liVQySxEACtWqkpyTt3qrLIO+/oHZEQ4l+SWNixI1eOEB4TzrSYaZxOOJ1xvnrx6gwOHszA+gMJLBqoY4T5pHdvlVisWAEJCeDjo3dEQm8Gg1rme8AA+P57tRKnm5veUQkhkMTC7ly/dZ15++YRFh3G5jObM877uvvSp1YfqiRWYXSv0bi63t+25AVSvXqqrn7okOr+HjBA74iEPejdG958Uy2YNXs2DB6sd0RCCGSBLLtgtphZeXQl/Rb0o/T/lWbY0mFsPrMZJ4MTnat1Zm6vuZx/9Tzfd/qeGl41HGf8xL2SxbJEblxc4OWX1e2vvpIFs4SwE9JjoaP9l/cTHh3O9N3TOZ94PuN83ZJ1CQ0KZUC9AZTxLpNx3mQy6RGmfejTRw3SW7kS4uOhaFG9IxL24Lnn4MMPYc8eWLNGbVYmhNCVJBb57ErSFebsnUN4TDjbzm3LOO/n4Uf/ev0ZHDyYBqUbFL5eibupUwdq1YIDB+CPP+Dpp/WOSNgDX1945hm1MdmECZJYCGEHJLHIByaziZVHVxIeE84fh/7AZFE9D85OznSp1oXQoFC6VO+Cq7EQjZvIq/RyyLhxqhwiiYVIN2oUfPcdrFqltlWvW1fviIQo1CSxsKGYCzGEx4Qzc89MLt28lHG+QekGhAaF0r9ef0p4ldAxwgKmd2+VWKxaBdevq0+rQlSqBD16qB1Pv/4apkzROyIhCjVJLKzs0s1LzNozi/CYcKIvRGecL+lVkoH1BhIaHEr9UvX1C7Agq1NHHfv2qXLIoEF6RyTsxZgxKrGYMUOt1FqqlN4RCVFoSWJhBanmVJYeXkp4TDjLjywnzZIGgKvRlSdqPEFoUCgdq3TExeiic6QOoE8f+OADVQ6RxEKka9pUHZs3ww8/qAGdQghdSGJxnzRNY+f5nYRFhzF772yuJF/JeKxJuSaEBoXyVN2nKO5RXMcoHVDv3iqxWL0arl2DYsX0jkjYizFj1M/Hjz/CW2+Bh4feEQlRKElikUfnb5xnxu4ZhMeEs+/yvozzZb3L8nT9pwkNCqVWiVo6RujgatVSg/P27oUlS2RRJJHpySfVeIvYWJg2DYYN0zsiIQolSSzuwa20Wyw5uITwmHBWHVuFRbMA4O7szpM1nyQ0KJT2ldtjdDLqHGkh0aePSizmzZPEQmQyGtUMkdGj1SDO554DJ1kDUIj8JonFHWiaxtazWwmLDmPuvrlcv3U947Hmgc0JDQqlT50+FHWXhZryXe/e8P77EBEBV69CcSk3iX8NHapKZYcOwfLl8PjjekckRKEjicVtTsefZvru6YTHhHP4yuGM8+WLlmdQ/UEMChpENb9qOkYoqFlTbae+ezcsXqz+mAgB4O0Nzz8PX36plvmWxEKIfCeJBZBkSmLhgYWEx4Tz1/G/0FB7Dni6eNKrdi9Cg0JpXbE1TgbpVrUbffqoxGLePEksRHYvv6xKIevWwa5d0KCB3hEJUagU2sRC0zQ2ntpIeHQ4v+//nRupNzIea12xNaFBofSs1RNvN28doxR31Ls3vPuu2h/iyhXw89M7ImEvAgJU4jlrluq1mD5d74iEKFQcIrEwmyEqSt2OioKWLdU4rtzEXotlWsw0pu2exvFrxzPOVy5WmdCgUJ6u/zSVilXKh6jFA6leHYKDITpalUOeeUbngIRdGTNGJRZz5sCnn6pkQwiRL/LUt1+xYkUMBkOOY8SIEbaK764WLoSKFaFLF3W/Sxd1f+HCzOfcSLnB1F1TaR3WmsrfVmbshrEcv3Ycb1dvnmnwDJGDIzk68ijvt3pfkoqCRLZSF3fy0EPQqhWkpcH33+sdjRCFSp56LLZt24bZbM64v3fvXkJCQujdu7fVA7sXCxdCr16gadnXwjl7Fnr2sjA2bD3HvMNYcGABSaYkAAwYaF+5PaFBoTxZ60k8XTx1iV1YQe/e8Pbb8NdfEBcH/v56RyTsyauvwoYN8MsvqmxWpIjeEQlRKOQpsShRIvuGWZ999hlVqlShVatWVg3qXpjNasq6pmU/byl2BK3mLKg/nbGxpzLOV/erzuCgwQysP5DAooH5HK2wiapV1cC8Xbtg0SK1boEQ6bp0USWzw4dh6lQYOVLviIQoFO57jEVqaiozZsxgzJgxGAyGOz4vJSWFlJSUjPsJCQkAmEwmTCbT/b48UVFqzJ6HB7g6XefZUi/i9v4q0p65AenjK24VpWulvrzR4WmalG2SEeeDvK6e0uMuqPHfzf20z6lnT4y7dmGZOxeznS+W5ejvH9hfG51efhnjSy+hTZxI2nPP3Xnw1T2yt/ZZm6O3Dxy/jbZs371e06Bpt3/mvzfz5s2jf//+nDp1irJly97xeWPHjmXcuHE5zs+aNQtPT+uUIVJNt2g76Cn8kqHFUAO36jakTbE2NCnaBFcnV6u8hrBPnufPE/LCC2hOTqycOpXUorJgmchkTEkh5Nlncbtxg3/efJPzTZvqHZIQBVZSUhL9+/cnPj4eHx+fOz7vvhOLjh074urqyp9//vmfz8utxyIwMJC4uLj/DOxuoqIyB2wCTPdpQM+L+/jU52U+Mv1fxvlly6BFi/t+GbtiMpmIiIggJCQEFxfH2yn1fttnfOQRnHbuxPzDD1jsuBzi6O8f2GcbnT74AOOnn2Jp2hTzhg0PdC17bJ81OXr7wPHbaMv2JSQk4O/vf9fE4r5KISdPnmTNmjUszDr14g7c3Nxwc3PLcd7FxeWBGt2ypVq64OxZNc5ibdpL9OQFWibuINnigsGgZpj919TTgupB/+3sXZ7b17cv7NyJccECjC++aLvArMTR3z+wsza+/DJMmIDT5s047dgBjzzywJe0q/bZgKO3Dxy/jbZo371e776Wkpw6dSolS5akS9Yug3xmNMI336jbBgOsdWoLQBPLVrxRi11NnOh4SYXIRfqspPXr4dIlXUMRdqh0aRgwQN3+6it9YxGiEMhzYmGxWJg6dSqhoaE4O+u7vlaPHjB/PpQrByedKpFYujQupNHLfz3z56vHRSFQqRI0bgwWS/YFTIRI98or6uuCBXDihK6hCOHo8pxYrFmzhlOnTjHUTvZn6NFD/Z5YtgwuBwcD8OtTEZJUFDayWJb4L/XqQYcOKvlM7+oUQthEnhOLDh06oGka1atXt0U898VoVAM0L9evD4DTX2t0jkjku1691NcNG+DCBX1jEfbp1VfV119/hfh4fWMRwoE51HadcfXrozk5wYEDcOaM3uGI/FSxIjRpIuUQcWchIVC3LiQmwuTJekcjhMNyqMTCVKQI2kMPqTtrpNei0JFyiPgvBoPanAzg22/BQRdIEkJvDpVYAGjt2qkbklgUPunlkMhIOH9e31iEferfH0qVgtOn1chvIYTVOXZicX9rf4mCqkIFtUaBpqnR/0Lczs0NXnpJ3f7qK/kdIYQNOF5i8cgj4OkJFy/Cnj16hyPym5RDxN0MH642Gdq+HTZu1DsaIRyOwyUWuLlB+m6rERH6xiLyX3o5JCoKzp3TNxZhn/z9ITRU3ZYFs4SwOsdLLADat1dfZZxF4RMYCM2aSTlE/LfRo9XXP/6AI0d0DUUIR+OYiUVIiPq6YQNk2QBNFBJSDhF3U6MGdO2qEtCvv9Y7GiEcimMmFnXrqv0BkpNh0ya9oxH5rWdP9TUqSu1SJ0Ru0qeehoXBlSu6hiKEI3HMxMJgkHJIYRYQAM2bq9sypVDcSatW0LCh+gDy8896RyOEw3DMxAIyEwsZwFk4STlE3E3WBbO+/17KpkJYieMnFtu3w9Wr+sYi8l/PnuoPx6ZNajEkIXLTp4/aHvnCBZg9W+9ohHAIjptYlCsHtWurwVnr1ukdjchv5cqpnelAyiHizlxc4OWX1W1ZMEsIq3DcxAKkHFLYSTlE3IvnnwcvL7WgnozJEuKBOXZikT7tVBKLwim9HLJlC5w6pXc0wl75+sIzz6jbsmCWEA/MsROLVq3A2RmOH1eHKFzKlIGWLdVtKYeI/zJqFDg5wcqVsG+f3tEIUaA5dmLh7Q1Nm6rb0sVZOEk5RNyLypXhySfVbVkwS4gH4tiJBcg4i8KuRw9VDtm6FU6c0DsaYc9efVV9nT5dbWIohLgvjp9YpI+z+OsvMJv1jUXkv9KlMzelk3KI+C9Nm8Ijj0BqKvz4o97RCFFgOX5i0bgx+PjAtWuwa5fe0Qg9SDlE3Kv0Xosff1Qrcgoh8szxEwtnZ2jTRt2Wckjh1KOHGpi3bRvExuodjbBn3btDxYoQF6dKIkKIPHP8xAJk2mlhV6oUtG6tbv/+u66hCDvn7Jy5pfpXX4HFoms4QhREhSux+PtvSErSNxahDymHiHs1dCgULQqHDsGKFXpHI0SBUzgSi2rVoHx5NShr40a9oxF6SC+H7Ngha5qI/+btrVbjBJgwQd9YhCiACkdikXUbdSmHFE4lSkDbtuq2lEPE3Ywcqcoi69bJoG8h8qhwJBYg4yyElEPEvQsMzPx5kWW+hciTwpNYtGunvu7eLYvfFFZPPglGI+zcCUeP6h2NsHdjxqivc+bA2bP6xiJEAVJ4EosSJSA4WN3+6y9dQxE68feXcoi4dw89pBZXS0uD777TOxohCozCk1iAlEOElENE3qQvmPXLL5CYqG8sQhQQhTex0DR9YxH6SC+HREfD4cN6RyPsXZcuUL06XL8OU6fqHY0QBULhSixatAA3N1UvPXRI72iEHvz8MmcISTlE3I2TE7zyCgDaxIlEbVD7DUVFydZDQtxJnhOLs2fPMnDgQPz8/PD09CQ4OJgdO3bYIjbr8/BQyQVIOaQwk3KIyItBg0jx9sNw/DiTuvwBqI6MihVh4UJ9QxPCHuUpsbh27RrNmzfHxcWFFStWsH//fiZMmICvr6+NwrMBGWchundXaxTs3i09V+KuFq705MsbLwAwMu2bjPNnz0KvXpJcCHG7PCUWn3/+OYGBgUydOpUmTZpQsWJF2rVrR5UqVWwVn/WlJxbr14PJpGsoQifFi2f+HEg5RPwHsxlGjYLvGUEKrjSzbKLYv2Nz0odpjR4tZREhsnLOy5P/+OMPOnbsSO/evdmwYQPlypXjxRdf5Lnnnrvj96SkpJCSkpJxPyEhAQCTyYTJin/Y069112vWqYOznx+GK1dI27QJrVkzq8Vga/fcxgIqP9tn6NED5xUr0ObOJe3NN23+euD47x84XhujouDKFcDDjzmpTxFqnkaxKV/SwqUJW7TGpBlciIuDyMjMKmtB5mjvX24cvY22bN+9XtOgafc+PcLd3R2AMWPG0Lt3b/755x9Gjx7NL7/8wqBBg3L9nrFjxzJu3Lgc52fNmoWnp+e9vrRVNfryS8r9/TcH+/blUL9+usQg9OWSmMhjgwfjlJbGX999R2JgoN4hCTt23XSdP7d8wvwJmTOJ0tzduVKrFlfq1iWuTh2uV62K5pynz2pCFChJSUn079+f+Ph4fHx87vi8PCUWrq6uNGrUiE2bNmWce/nll9m2bRubN2/O9Xty67EIDAwkLi7uPwPLK5PJREREBCEhIbi4uPzncw2//Ybz8OFYmjbFvGGD1WKwtby0sSDK7/YZu3XDacUKzO+/j+Xdd23+eo7+/oHjtTEqCh57YR2pXQdBkYt02e/G+CPlKB99jWLatWzP1by80Jo1Q3v0UbRWrdAeeghcXXWK/P442vuXG0dvoy3bl5CQgL+//10Tizyl12XKlKF27drZztWqVYsFCxbc8Xvc3Nxwc3PLcd7FxcUmb+o9XbdjRwCc/vkHp+RksGKCkx9s9W9nL/KtfX37wooVGBcswJhLr5qtOPr7B47RRrPFzFrtQ1Kf+ggMGlyqw5pNM3nu+xM0e+oxqtw6RBvW09FjA508N2C4cgVDRETmwHAPD2jeHFq3Vit4Nm6sprsXAI7w/t2No7fRFu271+vlKbFo3rw5h24bRX/48GEqVKiQl8vor2JFqFpV7Rexfj088YTeEQk9dOsGLi6wb5866tTROyJhJ87dOMeAhQNYf2I9GICdz8CKb3FydgFOoBmc2Guoz17q02rGyxi6W2D/fvX7ZP162LAB4uJgzRp1gEo0mjbNTDQefrjAJBpC5EWeZoW88sorbNmyhU8++YSjR48ya9YsJk2axIgRI2wVn+3ItFPh65vReyWzQ0S6VUdXEfxzMOtPrMfLxYsZT85gQeivBJTKPiYsIADmz4cePVALadWtCy+9pE5eugR798IPP0Dv3mqvouRkWLsW3n9fJRa+vmrvmnHjVCJy65Yu7RXC2vKUWDRu3JhFixYxe/Zs6taty0cffcTEiRMZMGCAreKznfTEIv3ThCicsi6WJcu8F2ppljTe/uttHpv5GJeTLhNUKoidw3YyoP4AevSAEydg2TL13GXLIDb236QiNwaD6gF78UX1s3XxourR+PFHVYIrVUolEuvWwdixqhfD11d9HTtWnU9OzodWC2F9eR7C/Pjjj/P444/bIpb81aaN+pRx8CCcOaM+fojC54kn1AC7AwdUOaRuXb0jEjo4k3CGfgv6EXUqCoDhDw3nq45f4eHikfEco1FNKV2+XH01GvPwAgYD1KqljhdeUEns4cPZSyfnz6uv6QPKXV1VuSS9dNK0Keg0k06IvChce4Vk5eurBlOBlEMKs6JF4bHH1G0phxRKyw4vI/jnYKJOReHt6s3cXnP56fGfsiUVVmcwQI0aMGwYzJ6duX/RL79A//5QtiykpsLGjfDRR2p/G19fePRRePdd1dN686bt4hPiARTexAJknIVQevdWX6UcUqiYzCZeX/06j89+nCvJV2hYpiE7h+2kT50++R+MwaB2UX3+eZg5U/WiHjkCkyfDwIGqR9VkUvNfx49Xv7uKFVOzTt55B1avlm3dhd0o3Ku5tG8PH3+ssn+LRZVGROHzxBNqdP7Bg2rAXb16ekckbOzk9ZM8teAptpzZAsDIJiP5MuRL3JztZJaGwaBmrlWtCs8+qxLe2NjM0sn69XD6NGzapI5PPlH73zRqpEonrVurpKNIEV2bIQqnwp1YNG0KXl5w+TLs2QNBQXpHJPTg46PKIUuWqF4LSSwc2pKDSxi8ZDDXb12nqFtRfuv2Gz1q3WkUpp0wGKByZXUMHaoSjRMnMsdnrF8PJ0/Cli3q+OwzNQikUSM1PiM90Shga/aIgqlwf0R3dVX/6UDKIYWdzA5xeKnmVEavHE33ud25fus6Tco1YdewXfafVOTGYIBKlWDIEAgLU0lGbKy6PWSIesxshq1b4YsvoHNntflekybwxhtqWkt8vM6NEI6qcCcWINNOhdK1qyqHHD6stlMXDuX4teM0/60532xV256PeWQMG4dspFKxSjpHZkUVK0JoKPz2Gxw/rnowpk1TPRxVqqhEY9s2+PJLePxxlWg0agSvvQZLl8L163q3QDiIwl0KATXOAtT2hLduwb8brYlCxttbfapbtEj1WkhZzGHM3z+fZ/54hoSUBIq5FyO8ezhda3TVOyzbK18enn5aHaDGZKRPZ12/Xq08vGOHOiZMAIMB5+Bg6gQGYjCb1ZT8YsV0bYIomKTHok4dKFNGLUaTZXM1UQhJOcSh3Eq7xYhlI+j9e28SUhJoFtiM6OHRhSOpyE1goJphMnmymnFy5oyagfL882pGiqZh2LWLqn/8gXPPnuDnBw0awCuvwOLFcPWq3i0QBYQkFgZDZq+FjLMo3B5/XPVYHT0KMTF6RyMewJErR2g6pSk/bv8RgDebv8n60PWUL1pe58jsSLlyas2MX35Ra2icO0fa9OnEduyIVqOGSq6jo2HiRHjySfD3Vz15o0apnr0rV/RugbBTklhAZmIh4ywKtyJFoEsXdXvePH1jEfdt9p7ZNJzUkOgL0fh7+rO8/3I+a/8ZLkbH3cnSKsqUQevbl90vvEDanj1qJdA5c9RKobVqqURj92749lu1lrm/P9SvDyNHwoIFanadEEhioaQnFjt2SBZe2MliWQVWsimZ5/98nv4L+5OYmsij5R8lelg0nap10ju0gql0abWvyY8/qn1OLlxQ/y9GjMjcCXjPHvj+e+jVC0qWzNyI7fff1UZsolCSxALU8rl16qg/JGvX6h2N0FOXLmp762PHYNcuvaMR9+hg3EEe/vVhJu+cjAED7z76LmtD11LOp5zeoTmOUqVU4v3992ohuUuX1E6uL72UufbLvn1qR9c+fdTza9fOvhGbKBQksUgn004FSDmkAJoWM42HJj3Enkt7KOlVktVPr+ajth/h7CST3myqRAno2RO++06VSC5fViWRl19WJRJQm/v99JPq+ShdWpVUhg9XJZbz5/WNX9iMJBbpZACnSCezQwqEm6k3GbJkCKGLQ0kyJdG2Uluih0XTvnJ7vUMrnPz91diLb75Rg5/j4tQgz9GjIThYDZQ/eFANFu3XT/UUp2/ENmuW2ohNOARJ6dO1agUuLmr1umPH1IIyonDq3FltTx0bq8bdNGqkd0TiNvsu7aPP/D7sv7wfJ4MTH7T6gHcefQejU172Mhc25ecH3burA+DaNbVba/oy5Lt2qQXpDh+GSZPUc6pVy1yCvFUrtfmaKHAksUhXpIjaOyQyUpVDJLEovLy81NTTefPUIYmF3dA0jd92/cbIFSNJTkumTJEyzOo5i9YVW+sdmribYsXUhn9PPKHuX7+uEo30Bbt27VLraxw5Ar/+qp5TpUpmktG6tVqLQ9g9KYVkJeUQkU7KIXbnRsoNnl70NM/++SzJacl0qNKB6OHRklQUVL6+ain9//s/2L5dLcC1dKlaYrxxY7Xb9LFjMGUKDBqkVhJN34QtPFwtWS7skvRYZBUSAu+/r2aGmM1qd0BROHXqpHouTp5Uv/QaN9Y7okIt5kIMfeb34fCVwxgNRj5q8xFvtngTJ4N8NnIYRYuqgdPpg6cTEuDvvzO3id+xQ5UnY2Nh6lT1nIoVM3szWrdW94XuJLHIqlEj9cN97Zr6IW7SRO+IhF48PdWnqTlzVK+FJBa60DSNSTsmMWrlKFLMKZTzLsecXnNoUb6F3qEJW/PxUQl+p3/XIblxQyUa6aWT7dvVrq4nTqgeDFC9GllLJ5UqqUGjIl9Jup+Vs7PaeAdk2qmQxbJ0lpCSwFMLnmL4suGkmFPoXK0z0cOjJakorLy94bHH4NNPYfNm9QFw1Sp46y1o1kz9/j51Su3o+swzanxG+kZsv/6qluqX/8f5QnosbhcSojbciYiAt9/WOxqhp/RyyKlT8M8/8PDDekdUaOw8v5M+v/fh2LVjODs582m7TxnTdIyUPkSmIkWgQwd1ANy8qRKO9NLJP/+ojdZmzFAHQLlyGB99lArFi6sZKLVqSY+GDUhicbv0hbL+/lv9oHp56RuP0I+HhxrBPnu26rWQxMLmNE3jh20/8OrqV0k1p1K+aHnm9prLIwGP6B2asHdeXmoAfvog/KQklWikl062boWzZ3GaM4dgUEuVlymTvXRSvbokGlYg6f/tqlaFChXAZFJToUThlj475PffwWLRNxYHd/3WdXr93ouRK0aSak6lW41u7Bq2S5IKcX88PaFdO/jwQ7WMwPXrsHYt5nfeIa5OHTQ3N7X65+zZajXQmjXVol1PPaVWCz1wQEon90kSi9vJNuoiq8ceU12up0+rTzzCJv45+w8NfmnAwgMLcXFyYWLHiSzqu4jiHsX1Dk04Cg8PaNMGywcf8Pf48aRdvqx6MsaOVb0Vbm5qo7W5c9X+JrVrq2XI+/TJ3IhNEo17IolFbtLLIZJYCHd36NZN3Za9Q6xO0zS+2vwVzX9rzonrJ6jkW4m/h/7NqEdGYZAuaWFL7u6qBPLBB7BunerR2LBB9XC0basev3RJ9Vam7+h6+0Zs0ouZK0ksctOunfq6Z4/KYEXhJuUQm7iafJVuc7rx6upXSbOk0bNWT3YO20njcjK1V+jA3R1atoT33oO//spcGfSjj1QvtoeH2mht/nwYOVLt6FqyZPaN2OT3AyCJRe78/aFBA3X7r7/0jUXor0MHNaf+7FnYskXvaBzCptObCP45mD8P/4mr0ZUfOv/A771/x9fdV+/QhFDc3KBFC3j3XdV7ff26GtQ/frz6neDpCVeuwMKFakfXoCC14+uTT2ZuxFZIEw1JLO5EyiEinZRDrMaiWfji7y9oObUlpxNOU7V4VbY8s4UXG78opQ9h31xd1XoZb7+t1s+4fh02bVLranTsqGalXL2qlitI39HV319twvb112ovFLNZ1ybkF0ks7iRrYiEDdkT6YllSDrlvl29e5vFZj/Pmmjcxa2aeqvsUO57fQYMyDfQOTYi8c3FRG1f+73+wcqVasGvLFvjsM7UGTpEi6tySJTBmDDRsqHZ8feIJ+OortbqzgyYaso7FnbRooT6pnjsHBw+qhVRE4ZVeDjl3Tn1KaSGrP+ZF5MlI+i3ox7kb53B3dufbx77l2YbPSi+FcBwuLmqtm4cfhjffhLQ01UuRvk38xo0QHw9//qkOUFtIPPpo5joawcFqBdECTnos7sTdPfOPh5RDhJub6tIEKYfkgUWzMD5yPG3C23Duxjlq+NVg67Nbee6h5ySpEI7N2VntMfT662rX1itXYNs2tZvr44+rDyrx8eqx119Xzy1eXG3C9sUXauXQtLQ8vaTZDFFR6nZUlH4dInlKLMaOHYvBYMh2lC5d2lax6U/GWYis0meHzJ/vsF2Y1nQx8SKPzXiMd9e9i0Wz8HT9p9n+/Hbql6qvd2hC5D9nZ7XR5auvqh6Lq1dVOWTCBFUe8fVVG60tX656PB5+GIoVU2WVzz9XZRaT6Y6XX7hQbe6avjlsly7q/sKF+dG47PLc51KnTh3WZNmgy+jIW4uHhKg3eP169Ya6uOgdkdBTSIjqujx/Xo0Ob9lS74js1roT6wj9I5QLiRfwcPbgxy4/Mjh4sN5hCWE/jEY17qJhQzUGw2xWSxyk73USGanGaKxcqQ5QA0RbtMgsnTRqBC4uLFwIvXqp4YAeHpkvcfasOj9/PvTokX9Ny3Ni4ezs7Ni9FFkFBalRvXFxatVFqasXbq6uaipZWJgqh0hikYPZYmb2+dnMi56HhkadEnWY13setUvU1js0Ieyb0ajGWAQHq1klFotKNNL3OtmwQfVyrFqlDgBPT7RmzTn6Tyuaaq3ZRmMgs8SoaWox6dGj1cS2/OoHyHNiceTIEcqWLYubmxsPP/wwn3zyCZUrV77j81NSUkhJScm4n5CQAIDJZML0H906eZV+LWteE8DYpg1Ov/+OeeVKLDpvQmWrNtqLgtA+Q48eOIeFoc2fT9r//V+e/qcWhPY9iHM3zjFo8SAiL0YCMDhoMBM7TMTTxdNh2uzo76Gjtw8KWBtr11bHCy+oRGPfPpwiIzFERmLYuBFDXByGNRG8QQRvAEl4sMWrBFd+86W8e21OURFQn40jIx/8s/G9/psZNO3e51KuWLGCpKQkqlevzsWLF/n44485ePAg+/btw8/PL9fvGTt2LOPGjctxftasWXh6et7rS+umfEQEDX74gas1arDx88/1DkfozGAy8diQIbgmJhL18cdcqVtX75Dswq6EXUw8NZH4tHjcndwZHjCc1sVb6x2WEI7LYsH7zBn89+7Fb+9e/Pftwy0+PuPh775+lfKVHrXqSyYlJdG/f3/i4+Px8fG54/PylFjc7ubNm1SpUoU33niDMWPG5Pqc3HosAgMDiYuL+8/A8spkMhEREUFISAgu1hwLceoULlWrohmNpF24oGrsOrFZG+1EQWmf8fnncQoLwzx8OJZvv73n7yso7cuLNEsa4yLH8cWmL9DQqFuiLi/4vcDgroMdpo1ZOeJ7mJWjtw8cr41RUWqgpma8SeVuQbS8fopO8eUYsv8wycmZ7Vu27MF7LBISEvD3979rYvFAE2a9vLyoV68eR44cueNz3NzccHNzy3HexcXFJm+q1a9bpQpUq4bhyBFc/v47cwVGHdnq385e2H37+vaFsDCMCxdi/P77PBcu7b599+hMwhn6LehH1Ck1v23YQ8P4ou0XrItY5zBtvBNpX8HnKG1s2VKtu3Wm7lj2VzvFgYQAWjT7jOSnXUhOdsFggIAA9bwHHWNxr/9eD7SORUpKCgcOHKBMmTIPchn7J9NORVbt2qlpYJcuqcJlIbT8yHKCfw4m6lQU3q7ezOk5h58f/xkPF4+7f7MQwmqMRnh+/AZ45BsAXFb+TBHnIoAauAkwcWL+DdyEPCYWr732Ghs2bCA2NpatW7fSq1cvEhISCA0NtVV89kESC5GVi0vm3K1CtliWyWzijYg36DKrC1eSr9CwTEN2DttJ37p99Q5NiEIpMTWRsOtDAfA6+CzG2A4ZjwUE5P9UU8hjYnHmzBn69etHjRo16NGjB66urmzZsoUKFSrYKj770Lo1ODnB4cNw6pTe0Qh7kL5Y1oIFeV4dr6A6ef0kLcNa8uWmLwEY2WQkm4ZuomrxqjpHJkTh9b81/+P4teME+gRyesoEli1T55ctg9jY/E8qII9jLObMmWOrOOybry80aaJWPluzBoYO1Tsiobc2bVRh8/JlNb+8XTu9I7KpJQeXMGTJEK7dukZRt6L81u03etTS4TeWECLDuth1/LDtBwB+6/YbxTx9aNHCxPLlaqCmXutXyl4h90rKISKrQlIOSTWnMnrlaLrP7c61W9doXLYxu4btkqRCCJ3dSLnB0D/Uh9zhDw2nfeX2OkeUSRKLe5WeWPz1l2ybLZT0csjChQ5ZDjl+7TjNf2vON1vVoLBXHnmFqKFRVCpWSefIhBBvRLzBiesnqFC0Al+EfKF3ONlIYnGvHn5YrdN++TLs3q13NMIetG6dueT7+vV6R2NVC/YvoMEvDdh+bjvF3Iux5KklfNXxK1yNrnqHJkShF3Esgp93/AyoEoi3m7fOEWUnicW9cnVVf0hAyiFCcXaGnj3VbQcph9xKu8VLy1+i1++9SEhJoGlAU6KHR/NEjSf0Dk0IASSkJPDMH88AMKLxCNpWaqtzRDlJYpEXMs5C3K53b/V14cL/3NK4IDhy5QjNpjTLGAz2RrM32DB4A+WLltc5MiFEutdWv8bphNNULlaZz9p/pnc4uZLEIi/a/zs4ZuNGuHVL31iEfWjVCkqUgCtXYN06vaO5b3P2zuGhSQ+x68Iu/Dz8WNZ/GZ+HfI6LseCvTCiEo1h1dBWTd04GYGq3qRRxLaJzRLmTxCIvateGsmVVUvH333pHI+xBAS+HJJuSGfbnMPot6MeN1Bs8Wv5RoodH07laZ71DE0Jkcf3W9YwSyMtNXqZlhZY6R3RnkljkhcGQ2Wsh5RCRLuvskAJUDjkYd5CHf32YSTsnYcDAu4++y9rQtQT4BOgdmhDiNmNWjeHsjbNULV6VT9p9onc4/0kSi7xKTyzWrNE3DmE/WraEkiXh2jU1HbkAmB4znUaTGrHn0h5KepVk1cBVfNT2I5ydHmhfQiGEDSw/spyp0VMxYGBqt6l4uXrpHdJ/ksQir9ITi507VV1dCKMRevVSt+28HHIz9SZDlwxl0OJB3DTdpE3FNkQPiyakSojeoQkhcnEt+RrP/fkcoNaSaVH+Afc+zweSWORVmTJQty5oWoH5dCryQXo5ZNEiSE3VN5Y72HdpH01+bZLxyWdsq7FEPB1BGW8H351YiAJs9KrRnLtxjup+1fm47cd6h3NPJLG4HzLtVNyuRQsoXRquX7e7hFPTNH7b9RuNJzdm/+X9lC5Smr8G/cUHrT/A6KTTZgJCiLv689CfTIuZhpPBibBuYXi4eOgd0j2RxOJ+ZB3AqWn6xiLsg52WQxJTExm0eBDP/PEMyWnJhFQOIWZ4DG0qtdE7NCHEf7iafJXnlz4PwKtNX6VpYFOdI7p3kljcj1at1CZUJ0/CsWN6RyPsRfpiWXZSDtl9cTcPTXqIGbtn4GRwYnzb8awcuJKSXiX1Dk0IcRcvr3iZC4kXqOlfkw/bfKh3OHkiicX98PKCZs3UbSmHiHTNm6sxOPHxuv5caJrGL9t/ocnkJhy+cphy3uVYH7qetx99GyeD/JcXwt4tOrCImXtm4mRwIrx7OO7O7nqHlCfyW+Z+ybRTcTs7KIckpCTQb0E/hi8bToo5hU5VOxE9PJpHKzyqSzxCiLyJS4pj+LLhgFpWv0m5JjpHlHeSWNyv9AGca9eC2axvLMJ+pM8OWbwYUlLy9aV3nt/JQ5MeYu6+uTg7OfNF+y9Y2n8p/p7++RqHEOL+jVwxkks3L1GnRB3Gth6rdzj3RRKL+9WoEfj6qlkA27frHY2wF82aqWXfExJg9ep8eUlN0/j+n+9pOqUpR68epXzR8kQOjuT15q9L6UOIAmT+/vnM2TsHo8FIWPcw3Jzd9A7pvshvnftlNELbf7erlXEWIp2TU+Ygznwoh1y/dZ1ev/di5IqRpJpTeaLGE+watqtAjSAXQsClm5d4YdkLAPyvxf9oVLaRzhHdP0ksHoSMsxC5SS+HLFli011w/zn7Dw1+acDCAwtxcXLh645fs7jvYop7FLfZawohbGPE8hHEJcVRr2Q93mv5nt7hPBBJLB5E+jiLTZsgMVHfWIT9eOQRCAiAGzdsUg7RNI2vN39Ni99acOL6CSr5VuLvoX8z+pHRGAwGq7+eEMK25u2bx/z983F2ci7QJZB0klg8iCpVoGJFtaNlZKTe0Qh7YcNyyNXkq3Sf250xq8dgspjoWasnO4ftpHG5xlZ9HSFE/riYeJEXl70IwDuPvkPDMg11jujBSWLxILJuoy7lEJFVemKxZAkkJ1vlkptPbyb452D+OPQHrkZXvu/0Pb/3/h1fd1+rXF8Ikb80TeOFZS9wJfkKQaWCePvRt/UOySoksXhQsm+IyM3DD0NgoCqRrVr1QJeyaBa++PsLHp36KKcTTlOlWBU2P7OZEU1GSOlDiAJs9t7ZLDq4CGcnZ8K7h+NqdNU7JKuQxOJBtWunei727oXz5/WORtgLK5VD4pLieHzW47y55k3Mmpm+dfqyc9hOh+guFaIwO3/jPC8tfwmA91u+T1DpIJ0jsh5JLB6Unx80/PeXvJ3tail0lj475I8/7qscsvHkRoJ/DmbF0RW4O7vzy+O/MLvnbHzcfKwcqBAiP2maxrClw7h26xoNyzTkfy3+p3dIViWJhTVk3e1UiHRNmkD58nDzJqxYcc/fZtEsjI8cT+vw1py9cZYafjXY+uxWnn/oeSl9COEAZuyewZ+H/8TFyYXw7uG4GF30DsmqJLGwhqzjLGQbdZHOYMjstbjHcsjFxIs8NuMx3l33LhbNwtP1n2b789upX6q+DQMVQuSXswlneXnlywCMbT2WuiXr6hyR9UliYQ3Nm4O7uxpjsX+/3tEIe5KeWPz5JyQl/edT18auJfiXYCKOR+Dh7MFvT/xGePdwirgWyYdAhRC2pmkazy99nuu3rtOobCPeaP6G3iHZhCQW1uDuDo/+u3ukTDsVWTVqpNY6SUrCsHJlrk8xW8yMXT+W9tPacyHxArVL1Gbbc9sY0mCIlD6EcCDhMeEsP7IcV6Mr4d3DcXZy1jskm5DEwlpk2qnITZZyyJWf5wMQFZW5Ie75G+cJmR7CuA3j0NAYGjyUbc9to07JOnpFLISwgTMJZxi1chQAH7X5iNolauscke08UGLx6aefYjAYGD16tJXCKcDSE4v16yE1VddQhH1Z66emnRZZvxzjrVt06aI6MT4IjyD4l2DWnViHl4sX07pPY0q3KXi6eOobsBDCqjRN49k/niUhJYGHyz3Mq01f1Tskm7rvxGLbtm1MmjSJ+vVlUBkA9etDiRJqBsDWrXpHI+zEwoXQ/s2HOE4lvEii1I4daIY0zlR/lw9jO3Lp5iXqlazH9ue383TQ03qHK4SwgSm7prDq2CrcjG6EdQ/D6GTUOySbuq/EIjExkQEDBjB58mSKFStm7ZgKJicntVgWSDlEAKrcMWoUaBiYhyqH+G9cS2q/DtByPBg0vA4MY9OQrdT0r6lztEIIWzgVf4oxq8YAML7t+ELxf/2+Ro6MGDGCLl260L59ez7++OP/fG5KSgopKSkZ9xMSEgAwmUyYTKb7eflcpV/LmtfMK0PbtjjPmYNl9WrM71l/21t7aKMtOVr7oqLgyhXw8IA/LD34X8rnlNqxgz7lINrJk9jtP2E52I9tm6FFC8dos6O9h7eT9hV8+dlGTdMYungoN1Jv0DSgKSMeGmHz17Vl++71mgZNy9vCC3PmzGH8+PFs27YNd3d3WrduTXBwMBMnTsz1+WPHjmXcuHE5zs+aNQtPT8eqJXtcvkyH555Dc3Ji+bRppBWRaYIC0rQ0ZpybzufvLaH61czzZldXEipUIL5iRRIqVSK+UiUSKlYkzcNDv2CFEFazKm4VP535CVeDK1/X+Jpy7uX0DumBJCUl0b9/f+Lj4/HxufMKwHlKLE6fPk2jRo1YvXo1QUFqXfO7JRa59VgEBgYSFxf3n4HllclkIiIigpCQEFxc9FvFzLlOHQxHjpD2++9o3bpZ9dr20kZbcbT2RUVBp6dOYeo2EEu5LQSfh4/3l8d/c2nqpO2jCDdz/T6tShW0+vXRgoLUUb8+BASoGSZ2ztHew9tJ+wq+/GrjiesnaPhrQxJTE/m/9v/Hy01ettlrZWXL9iUkJODv73/XxCJPpZAdO3Zw6dIlHnrooYxzZrOZyMhIvv/+e1JSUjAasw9KcXNzw83NLce1XFxcbPKm2uq696xDBzhyBOd166BXL5u8hO5ttDFHaV986T9IHToYzf0a3CrK/i2/kDbOnTb9OnMrzUhVjtHWL4Yfn4/GaXc0xMTAmTMYjh3DcOwYLFqUebHixSE4GIKC1NfgYKhZE1ztczdER3kP70TaV/DZso0WzcLwFcNJTE3k0fKP8kqzV3Ay5O/qDrZo371eL0+JRbt27dizZ0+2c0OGDKFmzZq8+eabOZKKQikkBH74QQZwFmKp5lTejHiTiVsngjtwtjHMn4PxViCwXD3J4MRRqvHZpGo49ciSgMbFqQQjJgaio9Vx4ABcvQpr16ojnYsL1KmTPeEICgIZUC2Ern7e/jNrY9fi6eLJb91+y/ekQm95Siy8vb2pWzf7uuZeXl74+fnlOF9otW4NRiMcOQInT0KFCnpHJPJR7LVY+s7vy7Zz2wAY/fBoHkn8nNdWuHLlVubAp4AAmDgRevS47QL+/mp2UfoMI4CUFLVUfHqikZ50xMdnnsuqQoXsPRtBQVCpUoEopQhR0B2/dpzXI14H4LN2n1G1eFWdI8p/jrmeqJ6KFlW7Wm7erJb3fuYZvSMS+WThgYUMXTKU+JR4irkXI6x7GE/UeAKAXk9CZCQkJMCyZdCypco/74mbGzRooI50mqYS16w9GzExEBurzp88qbZrT+fjoxKMrAlHnTpqOXohhFVYNAtDlgwhyZREqwqtGNFkhN4h6eKBE4v169dbIQwHExKiEouICEksCoFbabd4ffXrfL/tewAeCXiEOT3nUME3s7fKaIQWLWD5cvX1gauGBoNavrNiRcg6SPj6ddi9O3vPxt69KqPZuFEdWYOqWTPn2I0SJR4wOCEKpx/++YHIk5F4uXgVyhJIOumxsIWQEPjwQ/jrL7BY1OJZwiEdvXqUPr/3YdeFXQC80ewNPm77MS5GnQa++fqq7pCWLTPPmUxw6FDOUkpcHOzbp46ZMzOfX7ZszlJK1apWyIaEcFxHrx7lzTVvAvBlyJdULlZZ54j0I4mFLTz8MBQpkjkQL2sXtnAYc/fO5bk/n+NG6g38PPyY9uQ0OlfrrHdYObm4QN266hg4UJ3TNDh3Lmcp5cgRdf7cOVixIvManp5q2fqsCUe9euDllf/tEcLOmC1mBi8eTHJaMu0qtWNYo2F6h6QrSSxswcVFDeJculSVQySxcCjJpmReWfUKv+z4BYAW5Vswu+dsAnwCdI4sDwwGKFdOHZ2zJEOJibBnT/aejd27ISkJtmxRR9ZrVKuWvWejTh2VtAhRiHy79Vv+Pv03RVyLMOWJKYW2BJJOEgtbCQnJTCzeeEPvaISVHIo7RJ/5fdh9cTcGDLz96NuMbT0WZycH+a9UpAg0baqOdGYzHD2as5Ry/jwcPqyOefMAcAEeK1oUY6NGKqFOTzhq1FAJtxAO5lDcId5e+zYAEzpMyDa2qrBykN+Gdqh9e/V140ZITlYbRogCbcbuGQxfOpybppuU8CzBzB4zCakSondYtmc0qsSgRg3o2zfz/MWLOdbc0A4dwi0+Xo0v+uuvzOe6ualSTNZSSv36ahaVEAWU2WJmyJIh3Eq7RUjlEJ5r+JzeIdkFSSxspVYtNQju3Dn4++/MREMUOEmmJEYuH8lv0b8B0KZiG2b2mEkZ7zI6R6azUqXUSrMdOmScSktIYNPkyTQvUgTnvXszezhu3IAdO9SRVaVK2UspwcFQvrysuSEKhK+3fM3mM5vxcfNhyhNTMMjPLSCJhe0YDKocEh6uyiGSWBRI+y7to8/8Puy/vB8DBt5v9T7vtXwPo5PMkMiVhwfXq1ZF69w5s/RhscCJEzlLKadOqXU3YmOzL1/u65tzVkrt2qrXQwg7ceDyAd5d+y4AX3X4isCigTpHZD8ksbClrInF55/rHY3IA03TCIsOY8TyESSnJVO6SGlm9phJ20pt9Q6t4HFygsqV1ZF1qdGrVzPX3Eg/9u9Xa3Fs2KCOdM7OKrm4fflyP7/8bIkQAKRZ0hi8ZDAp5hQeq/oYQxsM1TskuyKJhS2lL8u8a5eaeurvr2884p4kpiby4rIXmb57OgAhlUOY/uR0ShUppXNkDqZ4cTV7qnXrzHOpqWpvlKw9G9HRcO2aSkJ2785+jYCAnKWUypVl7RhhUxM2TeCfs/9Q1K0ok7tOlhLIbSSxsKXSpdVc/z171EC2rAPfhF3afXE3fX7vw6Erh3AyOPFh6w9569G3Cv30sXzj6pq59Hg6TYMzZ7L3bMTEwLFj6vyZM2oGVroiRdTA0KwJR926ai0OIR7Qvkv7eH/9+wB889g3BWuaeT6RxMLWQkJUYhERIYmFHdM0jck7JzNq5Shupd2inHc5ZveczaMVHtU7NGEwQGCgOrp2zTyfkKB6MLL2bOzdq9bi2LRJHemcnNSsltuXLy8lvVDi3pnMJkIXh5JqTqVLtS4MChqkd0h2SRILW2vfHr76SiUWmiaj3e1QQkoCw5YOY87eOQB0qtqJaU9Ow99TSld2zcdHbbzSokXmubQ0ta5G1p6NXbvg8mVVYjlwAGbPznx+qVI5SynVq8vy5SJXX/z9BTvO78DX3ZdJXSdJCeQOJLGwtZYtVffuqVNqkaFq1fSOSGSx6/wu+szvw9GrRzEajHza7lNebfaqlD4KqvRBnrVrQ//+6pymwYULOZcvP3RIrcWxapU60nl4qNJJesKRvny5t3e+N0fYjz0X9zBuwzgAvuv0HWW9y+ockf2SxMLWvLygWTNYv171WkhiYRc0TePHbT8yZvUYUs2pBPoEMrfXXJoGNr37N4uCxWCAMmXU8dhjmedv3lSlk6wJx+7d6vy2berIqmpVjPXrU93dHYOmQaNGakl0+dTq8NJLICaLiW41ujGg3gC9Q7Jrkljkh5CQzMTixRf1jqbQu37rOs/9+Rzz988H4IkaTzC121SKexTXOTKRr7y81IaBDz+cec5iUYNCb5+VcvYsHD2K09Gj1AKYNUs9v3jxnKWUWrVk+XIH82nUp+y6sIviHsX5+fGfpQRyF5JY5If27eGdd2DdOlUDdpZ/dr1sO7uNvvP7Ens9FhcnFz5v/zmjHxktvyiE4uSkehWrVYPevTPP/7tTsXnHDs4tX07AlSsYDhxQa3GsXauOdK6umWtuZE06fH3zty3CKqIvRPNR5EcAfN/pe0oXKa1zRPZP/sLlh4cegmLF1Fz87dvhkUf0jqjQ0TSNb7Z+wxsRb2CymKjoW5G5vebSpFwTvUMTBYG/P7Rrh6VlS3bWqEHpzp1xMZvVgl5Zezaio9VslfTbWVWokHNWSsWKUkqxY6nmVAYvHkyaJY0etXrwVN2n9A6pQJDEIj8YjdC2LSxYoMohkljkq6vJVxm6ZChLDi0BoEetHkx5Ygq+7r76BiYKNnd3aNhQHek0DU6ezLl8+YkT6vzJk7BkSebzfXxyLl9ep466ttDd+MjxxFyMwd/Tn5+6/CQ9m/dIEov80r69SizWrIH33tM7mkJjy5kt9J3fl1Pxp3A1ujKhwwRGNB4hvyCEbRgMqheiYkXo3j3z/PXr2Zcvj4lRA0cTEtQOyBs3Zj7XaFTjNG5POEqUyL92CHae38n4jeMB+KHzD5T0KqlzRAWHJBb5JeTf7bU3b1YL+BQpom88Ds6iWZiwaQJvr32bNEsaVYpVYV7veTQs0/Du3yyEtfn6qqnnLVtmnjOZ4ODBnKWUK1dU0rF3L8ycmfn8smVzllKqVJE1N2wgJS2F0MWhmDUzvWv3pk+dPnqHVKBIYpFfqlRRW0THxqrNlbp00TsihxWXFEfo4lCWH1kOQN86fZnUdRI+bj46RyZEFi4uan2MevVg4EB1TtPg3LmcpZSjR9X5c+dg+fLMa3h65ly+vF49NeNF3LcPN3zI3kt7KeFZgh86/6B3OAWOJBb5qX17mDxZjbOQxMImNp7cSL8F/Th74yxuRje+7fQtzzV8TkofomAwGNTaGOXKZf8dkZiotgbI2rOxZw8kJcGWLerIeo3q1XOWUsqUkYGi92Db2W18/rfajfqnLj9RwktKUHkliUV+CglRicWaNXpH4nAsmoXPoj7j/XXvY9bMVPerzu+9f6d+qfp6hybEgytSBJo2VUc6sxmOHMm55saFC2pV0UOHYN68zOeXKJGzlFKjhkx/z+JW2i0GLxmMWTPTr24/etbuqXdIBZL8ROWntm3VJ4Z9+1SXZllZEtYaLt28xNOLnmb1sdUADKw/kJ+6/EQRVxnHIhyY0Qg1a6rjqSzTIC9ezEw00r8ePKj2S4mIUEc6N7fM5cuDgjDUrYvzzZv53BD7MXb9WPZf3k8pr1J81+k7vcMpsCSxyE9+fmpNi+3bVa/FINkZ70GtP7Ge/gv6cz7xPB7OHnzf+XuGBA+R0ocovEqVgg4d1JEuOTn35ctv3IAdO9SB+oPQBdDeey9nKaV8eYcupWw5s4UvN30JwC+P/4Kfp5/OERVckljkt/btJbGwArPFzMeRH/Nh5IdYNAu1S9RmXq951ClZR+/QhLA/Hh7QuLE60lksajB5lp4NLToaw+nTGI4fh+PHYdGizOf7+uYspdSurVYaLeCSTckMWTIEi2ZhYP2BdKvZTe+QCjRJLPJbSAh89plKLGQb9ftyIfECAxYOYG2sWkZ5SPAQvuv0HV6uMhJeiHvm5KRmq1WpAj3VWII0k4mIuXPpUKoUzll7OPbtU2txrF+vjnQuLmrNjaw9G0FBqne2AHl/3fscjDtImSJl+Oaxb/QOp8CTxCK/NWumPj2cP6/+s9atq3dEBcqa42sYsHAAl25ewsvFi5+6/MTTQU/rHZYQDsPk7Y3WunXm2jsAKSlw4EDOreevXVMlld27Ydq0zOcHBuYspVSurJIZO7Pp9CYmbJ4AwKSuk2QzQiuQxCK/ubvDo4/C6tWq10ISi3uSZklj7PqxfLLxEzQ06pWsx7ze86jpX1Pv0IRwfG5umUlCaKg6p2lw+nTOWSnHj6vzp0/D0qWZ1yhSJLNHI/1adeuqD1o6STIlMXjxYDQ0QoNCebz647rF4kgksdBDSIhKLCIiYPRovaOxe2cTztJ/YX8iT0YC8HzD55n42EQ8XPT7hSREoWcwqAGd5cvDE09knk9IyLl8+Z49ai2Ov/9WRzonJzXl9fat50uVypcmvLv2XY5cPUJZ77JMfGxivrxmYSCJhR7Suxg3bIDUVIcY/GQrK4+u5OlFTxOXFEcR1yJM7jpZdhgUwp75+ECLFupIl5am1tW4ffnyy5dVieXAAZg9O/P5pUvnLKVUr/7Ay5ebzRAVpW7/uCyKiTETAfi166+yKaEV5Smx+Omnn/jpp584ceIEAHXq1OH999+nU6dOtojNcdWrByVLwqVLau+QVq30jsjumMwm3lv3XsYKeA1KN2Bur7lU86umc2RCiDxzdla7ttapA/37q3Oaphbzur2UcviwOn/hAqxalXkNDw/1uzNrz0b9+ve879LChTBqlNqKZeqMW7wS+SpaMY22xYbSqZr8DbOmPCUWAQEBfPbZZ1StWhWA8PBwunXrxq5du6hTR6b53TMnJ2jXTmXoa9ZIYnGbU/GnGPTHIDad3gTAiMYj+L8O/4e7s2wlLYTDMBjUMuNlykDWD6c3b6o1N7KWUmJi1PLl//yjjqzXqFIlZymlXLlsM+4WLoRevVQu4+EB089PRyt2DOIDWPvZVywMgB498qfZhUGeEouuXbtmuz9+/Hh++ukntmzZIolFXoWEqMQiIgI++kjvaOzGP/H/MGTKEK7duoaPmw9TnphCr9q99A5LCJFfvLzg4YfVkc5shmPHcs5KOXtWbdB29CjMn5/5fD+/jCTDUj+Yn94IwqjVIg0XzIGRLItbpp73xxQMKUUZPRq6dZONYq3lvsdYmM1mfv/9d27evEnTrOvX3yYlJYWUlJSM+wkJCQCYTCZMJtP9vnwO6dey5jVtqlUrXABt2zbSLl2CYsXu+i0Fro15kGpO5a2/3uK7WLWM7kNlHmJm95lULlbZYdrryO9fOkdvo7RPR5UqqaN798xzly9j2L0bQ0xMxlcOHsRw5QqsXQtr1+IERAApuLLfqSYxzsfZuBNmugzF6VwbcDcRFweRkdmHhRRUtnwP7/WaBk3TtLxceM+ePTRt2pRbt25RpEgRZs2aRefOne/4/LFjxzJu3Lgc52fNmoWnp2deXtrhtB0xAu+zZ/nnf//j/COP6B2Obi6mXOT/Tv4fR5KOANC1RFcGlRmEi5OLzpEJIQoap9RUvE+fpmhsLEVjY/E5cYKisbG4JCVlPGdjZRfOfBmOp7Fw/w3Kq6SkJPr37098fDw+Pj53fF6eE4vU1FROnTrF9evXWbBgAb/++isbNmygdu3auT4/tx6LwMBA4uLi/jOwvDKZTERERBASEoKLS8H4g+Q0ejTGH3/EPGwYlu/uvuFNQWzj3Sw6uIjnlz1PfEo8vm6+vFD2Bd7t9a7DtC8rR3z/bufobZT2FTxRUdCls0Zg2dnUajyY4AvQoHp3hi6YSXJyZhuXLXOcHgtbvYcJCQn4+/vfNbHIcynE1dU1Y/Bmo0aN2LZtG9988w2//PJLrs93c3PDzc0tx3kXFxeb/ODa6ro20bEj/Pgjxr/+wpiHmAtUG+8gJS2F11a/xvfbvgfgkYBHmN5tOvv+3ucQ7fsvjt4+cPw2SvsKjpYtoViZGxx+4gMO+8LS5GEs6NKJ5BkuJCe7YDBAQIB6niONsbDFe3iv13vg9VU1TcvWIyHyoHVr9ZN89Cj8O4W3MDh69SjNfmuWkVS83ux1IgdHUqFoBZ0jE0I4GqMR6r7yOviehGsVcVn/acZj6RNHJk50rKRCb3lKLN5++202btzIiRMn2LNnD++88w7r169nwIABtorPsfn4ZI58XrNG31jyybx982j4S0N2nt+Jn4cfS/st5YuQL3AxOsanIyGEfVl9bDWrr6oedf9NUzGYMte9CAhQk0lkqql15SmxuHjxIk8//TQ1atSgXbt2bN26lZUrVxKSdbMakTfp/3YREfrGYWPJpmReWPoCfef35UbqDVqUb0H08Gi6VO+id2hCCAcVfyueZ/94FoCXGr/Ehc2tWfbvTNNly9Su8ZJUWF+exlhMmTLFVnEUXiEhMG4c/PUXWCx2ufvfgzoUd4g+8/uw++JuDBh4q8VbjGszDmcnWVFeCGE7r65+ldMJp6lcrDKftf8Mo1EN0Fy+XH2V8odtyG92vTVpAt7eap3Z6Gho2FDviKxq5u6ZDFs6jJumm5TwLMGMHjPoUKWD3mEJIRzcyqMrmbJrCgYMhHULw8vVS++QCg3H+3hc0Li4qEGc4FDlkCRTEs/+8SwDFw3kpukmrSu2Jnp4tCQVQgibu37rekYJZNTDo3i0wqM6R1S4SGJhDxxsnMX+y/tpMrlJxqeFD1p9wJqn11DWu6zeoQkhCoFXVr3C2RtnqVa8GuPbjdc7nEJHSiH2ID2xiIqC5GS1S04BFRYdxojlI0gyJVG6SGlm9phJ20pt9Q5LCFFILD28lLDoMAwYmNptKp4usrpmfpMeC3tQo4bajS8lRSUXBVBiaiKhi0MZsmQISaYk2lduT/SwaEkqhBD55lryNZ7/83kAxjQdQ/PyzXWOqHCSxMIeGAwFuhyy5+IeGk9uzLSYaTgZnPi4zcesGriKUkVK6R2aEKIQGbVyFOcTz1PDrwYftZFdo/UiiYW9KICJhaZpTN4xmSa/NuFg3EHKepdlXeg63mn5Dk4G+dESQuSfJQeXMH33dJwMToR1D8PDpeCWlAs6GWNhL9q1U1+jo+HyZShRQtdw7uZGyg2GLR3G7L2zAXis6mNM6z6NEl72HbcQwvFcSbrCsKXDAHit6Ws8ElB4d4u2B/Kx0l6UKgX166vbf/2lbyx3sev8LhpOasjsvbMxGox83v5zlvVfJkmFEEIXI1eM5OLNi9Tyr8W4NuP0DqfQk8TCnth5OUTTNH7c9iNNpzTl6NWjBPoEEjkkkjeavyGlDyGELhYeWJjxISe8ezjuzu56h1ToyV8De9K+vfoaEQGapm8st4m/FU+f+X0YsXwEKeYUulbvyq5hu2gW2Ezv0IQQhdTlm5cZvnQ4AG82f5PG5RrrHJEASSzsS8uW4OoKp0/DkSN6R5Nh+7ntNJzUkPn75+Ps5MxXHb5iyVNL8PP00zs0IUQh9tKKl7icdJm6Jevyfqv39Q5H/EsSC3vi6QnN/513bQflEE3T+GbLNzSb0ozj145T0bcifw/9m1eavoLBYNA7PCFEITZv3zzm7ZuH0WAkrFsYbs5ueock/iWJhb2xk3EW15Kv0WNeD0avGo3JYqJHrR7sGraLJuWa6BqXEEJcunmJEctHAPD2o2/zUNmHdI5IZCWJhb1JH2exbh2kpekSwtYzW2nwSwMWH1yMq9GV7zp9x/ze8/F199UlHiGESKdpGi8ue5G4pDjql6rPuy3f1TskcRtJLOxNw4ZQrBgkJMC2bfn60hbNwoRNE2gxtQUn409SpVgVNg3dxEtNXpLShxDCLszdN5cFBxbg7ORMePdwXI2ueockbiOJhb0xGjMXy8rHcsiVpCs8MfsJXot4jTRLGn3q9GHnsJ3SxSiEsBsXEi9klEDeffRdgksH6xuQyJUkFvYo67TTfBB1KorgX4JZdmQZbkY3fu7yM3N6zsHHzSdfXl8IIe5G0zSGLx3O1eSrBJcO5u1H39Y7JHEHsqS3PUofwLllC9y4Ad7eNnkZi2bh86jPeW/de5g1M9X9qjOv1zyCSgfZ5PWEEOJ+zdwzkyWHluDi5EJ493BcjC56hyTuQHos7FHlyupIS4MNG2zyEpduXqLzzM68vfZtzJqZAfUGsP257ZJUCCHszrkb53h5xcsAfNDqA+qXqq9zROK/SGJhr2w47XTDiQ0E/xzMqmOr8HD2YMoTU5j+5HS83WzTMyKEEPdL0zSGLR3GtVvXeKjMQ7zZ4k29QxJ3IYmFvUofZ7FmjdUuabaY+XDDh7Sd1pbzieep5V+Lf577h6ENhsqsDyGEXZoWM42lh5fianQlvHs4zk5Swbd38g7Zq7ZtwWCA/fvh7FkoV+6BLnch8QIDFw7kr1i1c+qQ4CF81+k7vFy9rBGtEEJY3dmEs4xaOQqAca3HUadkHZ0jEvdCeizsVfHi0KiRuv2AvRZ/Hf+L4J+D+Sv2LzxdPJnWfRq/dftNkgohhN3SNI3n/nyO+JR4mpRrwmvNXtM7JHGPJLGwZw847TTNksb7694nZHoIF29epF7Jeux4fgdPBz1txSCFEML6pkZPZcXRFbgZ3QjrFiYlkAJEEgt7lj6Ac82aPG+jfu7GOdpNa8dHkR+hofFcw+fY+uxWavrXtEGgQghhPafiT/HKqlcA+KjNR9QqUUvniEReSApoz5o1UzueXrwIe/dCzXtLClYeXcnTi54mLimOIq5FmPT4JPrV62fjYIUQ4sFpmsazfzxLQkoCjwQ8wpimY/QOSeSR9FjYMzc3aNlS3b6HckiaJY231rxFp5mdiEuKI7h0MDuf3ylJhRCiwJi8czIRxyNwd3YnrFsYRiej3iGJPJLEwt7d47TT0/GnaR3Wms/+/gyAFxu9yOZnNlPNr5qtIxRCCKs4ef0kr65+FYBP2n5CDf8aOkck7oeUQuxd+jiLDRsgJSXXpyw9vJTQxaFcTb6Kj5sPU56YQq/avfIxSCGEeDAWzcLQP4aSmJpIi/ItePnhl/UOSdwn6bGwd/XqQcmSkJTE3slbAIiKArMZUs2pvLrqVbrO7srV5Ks0KtuIXcN2SVIhhChwftn+C2tj1+Lh7MHUblOlBFKA5Smx+PTTT2ncuDHe3t6ULFmS7t27c+jQIVvFJgAMBk7VUOWQiDdUOaRLFwioe4K6E1ry1ZavABj98GiihkRRuVhl3UIVQoj7EXstltcjXgfgs/afUbV4VZ0jEg8iT4nFhg0bGDFiBFu2bCEiIoK0tDQ6dOjAzZs3bRVfobdwIXywUZVD2pjXAmCutoQL3RpwJHkrXk6+LO67mK8f+xo3Zzc9QxVCiDxLL4HcNN2kZYWWvNTkJb1DEg8oT2MsVq5cme3+1KlTKVmyJDt27KBl+uwFYTVmM4waBRZUYtFQ28GEwz+S2mO1esLpR/DZNIfH366gY5RCCHH/ftz2I+tPrMfLxYup3abiZJAKfUH3QIM34+PjAShevPgdn5OSkkJKlkGHCQkJAJhMJkwm04O8fDbp17LmNfUWFQVXrgAeJTlgqkKttGM0XbCa61Xh+JmhnN02keuaO5GRJlq00DvaB+eI72FWjt4+cPw2Svus6+jVo7y5Ru1W+mnbTwksEmjz15b38MGvfTcGTcvjko7/0jSNbt26ce3aNTZu3HjH540dO5Zx48blOD9r1iw8PT3v56ULpZtfPU//yEvZzpmdnUkqXZrEcuVILFs247hZrhwpRYuqTcyEEMIOWTQL7xx9hwM3D1CvSD3GVRknvRV2Likpif79+xMfH4+Pj88dn3fficWIESNYtmwZUVFRBAQE3PF5ufVYBAYGEhcX95+B5ZXJZCIiIoKQkBBcXFysdl09RUWpgZoAxbxiGFGmH/08fLi1I5lK5uO4k/v0UwCtaFG0atWgWjW09KN6dahaFby986kFeeOI72FWjt4+cPw2Svus59t/vuW1Na9RxLUIO5/dSUXfijZ9vXTyHt6/hIQE/P3975pY3FcpZOTIkfzxxx9ERkb+Z1IB4ObmhptbzkGFLi4uNnlTbXVdPbRsCX5+atf0c8mN+PjmfurMXk6/fp1JSXaiPKdpVuIw0989jNPRw3D4MBw6BCdPYoiPx7B9O2zfnvPCZcpAjRpQvXr2o1IlcHXN/4bexpHew9w4evvA8dso7Xswh68c5r317wHwfyH/R7US+b+Qn7yH93fNe5GnxELTNEaOHMmiRYtYv349lSpVuq/gxL0xGuGbb6BXr5xVDc1g5CQVmfBzRZx6dMj+4K1bcOyYSjQOZ0k4Dh+Gy5fh/Hl1rF+f8wUrVco96ShXTkorQogHZraYGbJkCMlpybSv3J7nH3pe75CEleUpsRgxYgSzZs1iyZIleHt7c+HCBQCKFi2Kh4eHTQIs7Hr0gPnz1eyQK1cyzwcEwMSJ6vEc3N2hTh113O7aNThyJGfCcfgwJCXB0aPqWLYs+/d5euZMNtKPYsWs2WQhhAObuGUim05vwtvVmylPTMEgH1gcTp4Si59++gmA1q1bZzs/depUBg8ebK2YxG169IBu3SAyEhIS1N/8li1VB0OeFSsGTZqoIytNg3Pncu/lOH5cJR3R0eq4nb9/7r0cVauqJEcIIYCDcQd5Z+07AHzV8SvKFy2vc0TCFvJcChH6MBqhRQtYvlx9va+k4r8YDKrcUa4ctGmT/TGTCWJjc086zp2DuDh1/P13zmtWqJB7L0f58jZohBDCXpktZgYvHkyKOYWOVTryTINn9A5J2IhsQibuzsUlMyG4XWJi9tJKetJx6JDqXjlxQh2rV2f/Pjc31aORJdkwVK6M6/XrqvdECOFQJmyewNazWynqVpRfn/hVSiAOTBIL8WCKFIEGDdSRlaapgaK59XIcPap2at23Tx3/cgY6Adro0bn3clSrpl5PCFGg7L+8n/fWqVkgEx+bSIDPf88mFAWbJBbCNgwGtStryZLkWBbUbIZTp3IkHdrhw3DqFIbr1+Gff9Rxu3Llck86KlVSPStCCLuSZkkjdHEoqeZUulTrQmhQqN4hCRuTxELkv/RprZUqQceOGafTTCZWLlrEY9Wq4ZI+piPrrJW4OLWox9mzsG5d9ms6O0PlyrknHWXLylRZIXTyxd9fsP3cdnzdffnl8V+kBFIISGIh7IrFzQ3q1s1ZWgG4evXOU2WTkzNv387L685TZX19bd4mIQqrPRf3MHb9WAC+fexbyvmU0zcgkS8ksRAFR/Hi8PDD6sjKYrnzVNnYWLh5E3btUsftSpbMPeGoWlUNMBVC3BeT2cTgJYMxWUw8UeMJBtYfqHdIIp9IYiEKPicntWJYQAC0bZv9sdTU7FNls/ZynD8Ply6pIyoq+/cZDFCxYs6Eo0YNCAxUrymEuKPPoj5j5/mdFHMvxs9dfpYSSCEiiYVwbK6uKhmoUSPnYzdu3Lm0kpCgEpLYWFi1Kvv3ubmpGSq5JR1+fjKeQxR60Rei+TDyQwC+7/w9ZbzL6ByRyE+SWIjCy9sbGjZUR1aapnox/muq7N696rhdsWJ3niprBxu8CWFrqeZUBi8eTJoljSdrPkm/uv30DknkM0kshLidwQClSqnj0UezP5aWln2qbNZejlOn1F4sW7eq4zbOAQE0K1YMp+XLoWbNzF6OihXVrBYhHMAnGz8h5mIMfh5+/NTlJymBFELy20yIvEif1lq5Mjz2WPbHkpKy7yqbNem4cgXDmTOUOHMG9uzJec0qVXKWVapXh9KlpbQiCoyd53cyfuN4AH7s8iOlipTSOSKhB0kshLAWT0+oV08dt7tyhbQDB9g9fz5BHh4Yjx5VCceRI2qqbPoy6LcrUiT3sRzVqkHRorZvkxD3KCUtJaME0qt2L/rU6aN3SEInklgIkR/8/NAefpjTV65Qr3NnjOmrhFosasGv3Ho5YmPVXiw7d6rjdqVK5d7LUbmyTJUV+e6jyI/Yc2kPJTxL8GPnH/UOR+hIEgsh9OTkpKavBgZCu3bZH0tNVVvW55Z0XLgAFy+qY+PGnNe8fapsetIRECBTZYXVbT+3nc+iPgPgpy4/UcKrhM4RCT1JYiGEvXJ1VYM8a9bM+VhCQuZU2awJx+HDahrt8ePqWLky+/e5u2efKpuecFSvrqbKCpFHKWkphC4OxayZearuU/Ss3VPvkITOJLEQoiDy8YGHHlJHVpqmejFy6+U4dgxu3VKDR28fQApqZdPcejmqVlXjR4TIxdj1Y9l/eT8lvUryXafv9A5H2AFJLIRwJAaDmklSujS0bJn9sbQ0OHky96Tj9Gm1F8uWLeq4XWBg7r0cFSrIVNlCbOuZrXyx6QsAfu7yM/6e/jpHJOyB/EYQorBIn9ZapQp06pT9saQktfjX7QnHoUNqbY7Tp9Xx11/Zv8/FJdtUWUPVqvhduaIWHQsIkKmyDuxW2i0GLxmMRbMwoN4Anqz1pN4hCTshiYUQQpU66tdXx+2uXMm9l+PIEVVaOXhQHahfKC0A3nlHrWyaWy9HtWqqlCMKtPfXvc/BuIOULlKabzt9q3c4wo5IYiGE+G9+ftC0qTqysljgzJlsSYfl0CGSo6PxvHwZw40bsGOHOm5XunTuSUflyrL0eQGw6fQm/m/T/wEw6fFJFPcornNEwp5IYiGEuD9OTlC+vDratwfAbDKxZvlyOrdrh8vp07nPWrl4UU2XvXABIiNzXrNSpZwJR/XqUK6cTJW1A0mmJAYvHoyGxqCgQXSt0VXvkISdkcRCCGF9bm5Qq5Y6bhcff+epsomJavbKsWOwYkX27/PwyJwqe3vSUVw+MeeXd9e+y5GrRyjrXZaJHSfqHY6wQ5JYCCHyV9Gi0KiROrLSNNWLcaepssnJsHu3Om7n55d7wlG1qkpIhFVEnYpi4paJAEzuOpliHsX0DUjYJUkshBD2wWCAMmXU0apV9sfS0uDEidx7Oc6cUQNMN29Wx+3XTJ8qe3vSUaECGI351ryC7mbqTYYsGYKGxtDgoXSu1lnvkISdksRCCGH/nJ1V70PVqtD5tj9oN2/eears9etqO/tTp2DNmuzf5+qqpsrennBUrw4lS8pU2du8/dfbHL16lACfAL7q+JXe4Qg7JomFEKJg8/KCoCB1ZKVpmVNlb+/lOHIEUlLgwAF13K5o0ZzJRvXqag+WQmjDiQ18+4+aUvpr118p6i4764o7k8RCCOGYDAbw91dHs2bZH7NY1IJfuSUdJ06oAabbtqkjCxegY7FiGOvXz9nTUamSQ06VTUxNZMiSIQA81/A5OlbtqHNEwt5JYiGEKHycnNQYiwoVICQk+2O3bmXuKnt70nHpEu7XrsGGDerIymhUyUVupZVy5QpsaeV/a/5H7PVYyhctz/91+D+9wxEFgCQWQgiRlbs71K6tjtuYLl9mU3g4zf39cc66pf3hw5ljPY4ehWXLsn+jp2fupZXq1aGY/c6sWBu7lh+2/QDAlCem4OMmK6aKu5PEQggh7pWvL9erVUPr3Fntk5JO0+D8+dx7OY4fV3uxREer43b+/rn3clStqpIcndxIucHQJUMBGP7QcNpXbq9bLKJgkcRCCCEelMEAZcuqo3Xr7I+ZTHeeKnv2LMTFqePvv3Nes0KF3Hs5ype3+lRZsxmiotTtqCiYk/g6J+NPUtG3Il+EfGHV1xKOLc+JRWRkJF9++SU7duzg/PnzLFq0iO7du9sgNCGEcAAuLmrF0GrVoEuX7I8lJqrSye0Jx6FDagDpiRPqWL06+/e5uakejdySjhIl8jyeY+FCGDVKTaKZPRseG7GG1L6/APDbE7/h7eZ9/+0XhU6eE4ubN28SFBTEkCFD6Nmzpy1iEkKIwqFIEQgOVkdWmqZ6MXLr5Th6VE2V3bdPHbfz9c094ahWTb3ebRYuhF691Et6eECSOQlTp5HqwX9e4lq9NlDJ2g0XjizPiUWnTp3o1KmTLWIRQggBqsehRAl1NG+e/TGzWU2VvT3hOHwYTp5Ui4L98486bleuXLZkw1ylOhNfrI5Rq0QaaszI1LNT0XxOw9XKsOYzRu+Bbt1kkVJx72w+xiIlJYWUlJSM+wkJCQCYTCZMJpPVXif9Wta8pr1x9DZK+wo+R2+j3bSvXDl1tG2b/fytW3DsGIbDhzEcOYLhyBH496vh8mU1puPsWVi3DgAjEAmYcCbWUIljLkXZP3s71+tAzIbJGI2uxMWZiIyEFi3yvZU2YTfvoY3Ysn33ek2Dpmna/b6IwWC46xiLsWPHMm7cuBznZ82ahaen5/2+tBBCiDxwSUzE69w5ipw9S5Fz5yhy7py6f+4czlk+/AFMHBhEpV45f2+Lwi0pKYn+/fsTHx+Pj8+dpx7bPLHIrcciMDCQuLi4/wwsr0wmExEREYSEhOCSdRqYA3H0Nkr7Cj5Hb6OjtS8qCrp01ijLOapZDlOzWARNas7g2z3ziUlukvG8Zcscq8fCkd7D29myfQkJCfj7+981sbB5KcTNzQ03N7cc511cXGzyptrquvbE0dso7Sv4HL2NjtK+li3Bzx+On63IMa0iGxLa0PqVFsT0a0JysgsGAwQEqOc52hgLR3kP78QW7bvX6zlZ9VWFEEIUGEYjfPONun37DNX0+xMnOl5SIWwrz4lFYmIi0dHRRP+7glxsbCzR0dGcOnXK2rEJIYSwsR49YP58NRY0q4AAdb5HD33iEgVXnksh27dvp02bNhn3x4wZA0BoaChhYWFWC0wIIUT+6NFDTSmNjISEBDWmwhHLHyJ/5DmxaN26NQ8w3lMIIYQdMhrVAM3ly9VXSSrE/ZIxFkIIIYSwGkkshBBCCGE1klgIIYQQwmoksRBCCCGE1UhiIYQQQgirkcRCCCGEEFYjiYUQQgghrEYSCyGEEEJYjSQWQgghhLAam+9uerv0VTsTEhKsel2TyURSUhIJCQkOu2Odo7dR2lfwOXobpX0Fn6O30ZbtS/+7fbfVt/M9sbhx4wYAgYGB+f3SQgghhHhAN27coGjRond83KDl88YfFouFc+fO4e3tjeH2fXofQEJCAoGBgZw+fRofHx+rXdeeOHobpX0Fn6O3UdpX8Dl6G23ZPk3TuHHjBmXLlsXJ6c4jKfK9x8LJyYmAgACbXd/Hx8chf1iycvQ2SvsKPkdvo7Sv4HP0Ntqqff/VU5FOBm8KIYQQwmoksRBCCCGE1ThMYuHm5sYHH3yAm5ub3qHYjKO3UdpX8Dl6G6V9BZ+jt9Ee2pfvgzeFEEII4bgcpsdCCCGEEPqTxEIIIYQQViOJhRBCCCGsRhILIYQQQlhNgU8sIiMj6dq1K2XLlsVgMLB48WK9Q7KqTz/9lMaNG+Pt7U3JkiXp3r07hw4d0jssq/npp5+oX79+xmIuTZs2ZcWKFXqHZTOffvopBoOB0aNH6x2K1YwdOxaDwZDtKF26tN5hWd3Zs2cZOHAgfn5+eHp6EhwczI4dO/QOyyoqVqyY4z00GAyMGDFC79CsIi0tjXfffZdKlSrh4eFB5cqV+fDDD7FYLHqHZjU3btxg9OjRVKhQAQ8PD5o1a8a2bdt0iSXfV960tps3bxIUFMSQIUPo2bOn3uFY3YYNGxgxYgSNGzcmLS2Nd955hw4dOrB//368vLz0Du+BBQQE8Nlnn1G1alUAwsPD6datG7t27aJOnTo6R2dd27ZtY9KkSdSvX1/vUKyuTp06rFmzJuO+0WjUMRrru3btGs2bN6dNmzasWLGCkiVLcuzYMXx9ffUOzSq2bduG2WzOuL93715CQkLo3bu3jlFZz+eff87PP/9MeHg4derUYfv27QwZMoSiRYsyatQovcOzimeffZa9e/cyffp0ypYty4wZM2jfvj379++nXLly+RuM5kAAbdGiRXqHYVOXLl3SAG3Dhg16h2IzxYoV03799Ve9w7CqGzduaNWqVdMiIiK0Vq1aaaNGjdI7JKv54IMPtKCgIL3DsKk333xTa9Gihd5h5JtRo0ZpVapU0SwWi96hWEWXLl20oUOHZjvXo0cPbeDAgTpFZF1JSUma0WjUli5dmu18UFCQ9s477+R7PAW+FFLYxMfHA1C8eHGdI7E+s9nMnDlzuHnzJk2bNtU7HKsaMWIEXbp0oX379nqHYhNHjhyhbNmyVKpUiaeeeorjx4/rHZJV/fHHHzRq1IjevXtTsmRJGjRowOTJk/UOyyZSU1OZMWMGQ4cOtepGkXpq0aIFf/31F4cPHwYgJiaGqKgoOnfurHNk1pGWlobZbMbd3T3beQ8PD6KiovI9ngJfCilMNE1jzJgxtGjRgrp16+odjtXs2bOHpk2bcuvWLYoUKcKiRYuoXbu23mFZzZw5c9i5c6du9U5be/jhh5k2bRrVq1fn4sWLfPzxxzRr1ox9+/bh5+end3hWcfz4cX766SfGjBnD22+/zT///MPLL7+Mm5sbgwYN0js8q1q8eDHXr19n8ODBeodiNW+++Sbx8fHUrFkTo9GI2Wxm/Pjx9OvXT+/QrMLb25umTZvy0UcfUatWLUqVKsXs2bPZunUr1apVy/+A8r2PxIZw8FLIiy++qFWoUEE7ffq03qFYVUpKinbkyBFt27Zt2v/+9z/N399f27dvn95hWcWpU6e0kiVLatHR0RnnHK0UcrvExEStVKlS2oQJE/QOxWpcXFy0pk2bZjs3cuRI7ZFHHtEpItvp0KGD9vjjj+sdhlXNnj1bCwgI0GbPnq3t3r1bmzZtmla8eHEtLCxM79Cs5ujRo1rLli01QDMajVrjxo21AQMGaLVq1cr3WCSxKCBeeuklLSAgQDt+/Ljeodhcu3bttOeff17vMKxi0aJFGf/R0w9AMxgMmtFo1NLS0vQO0Sbat2+vDR8+XO8wrKZ8+fLaM888k+3cjz/+qJUtW1aniGzjxIkTmpOTk7Z48WK9Q7GqgIAA7fvvv8927qOPPtJq1KihU0S2k5iYqJ07d07TNE3r06eP1rlz53yPQUohdk7TNEaOHMmiRYtYv349lSpV0jskm9M0jZSUFL3DsIp27dqxZ8+ebOeGDBlCzZo1efPNNx1u9gRASkoKBw4c4NFHH9U7FKtp3rx5jmnehw8fpkKFCjpFZBtTp06lZMmSdOnSRe9QrCopKQknp+xDCo1Go0NNN03n5eWFl5cX165dY9WqVXzxxRf5HkOBTywSExM5evRoxv3Y2Fiio6MpXrw45cuX1zEy6xgxYgSzZs1iyZIleHt7c+HCBQCKFi2Kh4eHztE9uLfffptOnToRGBjIjRs3mDNnDuvXr2flypV6h2YV3t7eOcbDeHl54efn5zDjZF577TW6du1K+fLluXTpEh9//DEJCQmEhobqHZrVvPLKKzRr1oxPPvmEPn368M8//zBp0iQmTZqkd2hWY7FYmDp1KqGhoTg7F/g/Ddl07dqV8ePHU758eerUqcOuXbv46quvGDp0qN6hWc2qVavQNI0aNWpw9OhRXn/9dWrUqMGQIUPyP5h87yOxsnXr1mlAjiM0NFTv0Kwit7YB2tSpU/UOzSqGDh2qVahQQXN1ddVKlCihtWvXTlu9erXeYdmUo42x6Nu3r1amTBnNxcVFK1u2rNajRw+HGSOT1Z9//qnVrVtXc3Nz02rWrKlNmjRJ75CsatWqVRqgHTp0SO9QrC4hIUEbNWqUVr58ec3d3V2rXLmy9s4772gpKSl6h2Y1c+fO1SpXrqy5urpqpUuX1kaMGKFdv35dl1hk23QhhBBCWI2sYyGEEEIIq5HEQgghhBBWI4mFEEIIIaxGEgshhBBCWI0kFkIIIYSwGkkshBBCCGE1klgIIYQQwmoksRBCCCGE1UhiIYQQQgirkcRCCCGEEFYjiYUQQgghrEYSCyGEEEJYzf8D0wFalDDDs2IAAAAASUVORK5CYII=", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "ax.scatter(points[0], points[1], c=\"b\")\n", - "ax.plot(points[0], points[1], \"g\")\n", - "ax.plot(points[0].T, points[1].T, \"r\")\n", - "ax.grid()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As we can see, this curvilinear grid can be easily transformed into a rectilinear grid by using the coordinate values $(i,j)$ of the underlying matrix that contains the values. For interpolation, this rectilinear grid allows us to use the standard fast interpolation methods available in SciPy.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:29.154436Z", - "iopub.status.busy": "2024-02-29T22:52:29.152930Z", - "iopub.status.idle": "2024-02-29T22:52:29.293556Z", - "shell.execute_reply": "2024-02-29T22:52:29.292554Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "coord_points = np.mgrid[0:3, 0:3]\n", - "fig, ax = plt.subplots()\n", - "ax.scatter(coord_points[0], coord_points[1], c=\"b\")\n", - "ax.plot(coord_points[0], coord_points[1], \"g\")\n", - "ax.plot(coord_points[0].T, coord_points[1].T, \"r\")\n", - "ax.grid()" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:29.296568Z", - "iopub.status.busy": "2024-02-29T22:52:29.296568Z", - "iopub.status.idle": "2024-02-29T22:52:29.686283Z", - "shell.execute_reply": "2024-02-29T22:52:29.685364Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 5))\n", - "\n", - "ax1.scatter(points[0], points[1], c=\"b\")\n", - "ax1.plot(points[0], points[1], \"g\")\n", - "ax1.plot(points[0].T, points[1].T, \"r\")\n", - "ax1.grid()\n", - "\n", - "coord_points = np.mgrid[0:3, 0:3]\n", - "ax2.scatter(coord_points[0], coord_points[1], c=\"b\")\n", - "ax2.plot(coord_points[0], coord_points[1], \"g\")\n", - "ax2.plot(coord_points[0].T, coord_points[1].T, \"r\")\n", - "ax2.grid()\n", - "\n", - "fig.savefig(figures_path + \"Homotopy.svg\")\n", - "fig.savefig(figures_path + \"Homotopy.pdf\")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Below we graph values of the function at their index coordinate points in the matrix.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:29.688788Z", - "iopub.status.busy": "2024-02-29T22:52:29.688788Z", - "iopub.status.idle": "2024-02-29T22:52:29.811751Z", - "shell.execute_reply": "2024-02-29T22:52:29.810750Z" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(subplot_kw={\"projection\": \"3d\"})\n", - "ax.plot_surface(coord_points[0], coord_points[1], values, alpha=0.5)\n", - "ax.view_init(30, -130)\n", - "\n", - "ax.scatter(coord_points[0], coord_points[1], values, c=\"r\")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The objective is to be able to interpolate the value of the function at any point off the grid, where presumably we are only interested in points internal to the curvilinear space and not outside the boundaries. For example, we can imagine that we want an approximation to the function at the point $(x,y) = (3, 5)$ pictured below. If we could find the correspoinding point in the coordinate grid, interpolation would be straightforward.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:29.815265Z", - "iopub.status.busy": "2024-02-29T22:52:29.814256Z", - "iopub.status.idle": "2024-02-29T22:52:29.966316Z", - "shell.execute_reply": "2024-02-29T22:52:29.965928Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize=(10, 5))\n", - "ax.scatter(points[0], points[1], c=\"b\")\n", - "ax.plot(points[0], points[1], \"g\")\n", - "ax.plot(points[0].T, points[1].T, \"r\")\n", - "ax.scatter(3, 5, c=\"m\")\n", - "plt.grid()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Method 1: Quad Interpolation\n", - "\n", - "A straightforward and generalizable approach would be to identify the quadrilateral in which the point lies, and then use quad interpolation to find the corresponding z-value.\n", - "\n", - "Quad interpolation consists of finding the affine transformation that maps the quadrilateral to the unit square, and then applying the transformation to the point of interest. Having located the corresponding point in the unit square, we can use standard bilinear interpolation to find the corresponding z-value.\n", - "\n", - "![Quad Interpolation](https://www.particleincell.com/wp-content/uploads/2012/06/mapping-small.png)\n", - "![Quad Interpolation](https://www.particleincell.com/wp-content/uploads/2012/06/interpolation-300x279.png)\n", - "\n", - "This approach is generalizable to any number of dimensions, and it is desirable for our purposes. However, we have not found a general tool in the Scientific Python environment that would allow us to do this.\n", - "\n", - "This appears possible in other proprietary software but we have not found an open source tool that would allow us to do this.\n" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Method 2:\n", - "\n", - "We can find where the x-coordinate of the point of interest intersects with the index-coordinates of the matrix.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:29.969935Z", - "iopub.status.busy": "2024-02-29T22:52:29.968937Z", - "iopub.status.idle": "2024-02-29T22:52:30.122973Z", - "shell.execute_reply": "2024-02-29T22:52:30.122973Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize=(10, 5))\n", - "ax.scatter(points[0], points[1], c=\"b\")\n", - "ax.plot(points[0], points[1], \"g\")\n", - "ax.plot(points[0].T, points[1].T, \"r\")\n", - "ax.scatter(3, 5, c=\"m\")\n", - "ax.scatter([3, 3], [3, 8], s=150, facecolors=\"none\", edgecolors=\"m\")\n", - "ax.axvline(x=3, color=\"c\", linestyle=\"--\")\n", - "ax.grid()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This is similar to assuming that we have 3 linear interpolators formed by connecting the points on the green lines in the x-direction, and for each interpolator we can approximate the corresponding y and z values using the grid data.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:30.126999Z", - "iopub.status.busy": "2024-02-29T22:52:30.126999Z", - "iopub.status.idle": "2024-02-29T22:52:30.325608Z", - "shell.execute_reply": "2024-02-29T22:52:30.325531Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize=(10, 5))\n", - "ax.scatter(points[0], coord_points[1], c=\"b\")\n", - "ax.plot(points[0], coord_points[1], \"g\")\n", - "ax.axvline(x=3, color=\"c\", linestyle=\"--\")\n", - "ax.scatter([3, 3], [0, 1], s=150, facecolors=\"none\", edgecolors=\"m\")\n", - "ax.grid()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now, for each circle in the figure, we have a corresponding pair $(y,z)$, and we can interpolate in the y-direction to find the corresponding z-value for the point's y-coordinate.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:30.328544Z", - "iopub.status.busy": "2024-02-29T22:52:30.328544Z", - "iopub.status.idle": "2024-02-29T22:52:30.493084Z", - "shell.execute_reply": "2024-02-29T22:52:30.493084Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(figsize=(10, 5))\n", - "ax.scatter(points[0], points[1], c=\"b\")\n", - "ax.plot(points[0], points[1], \"g\")\n", - "ax.plot(points[0].T, points[1].T, \"r\")\n", - "ax.scatter(3, 5, c=\"m\")\n", - "ax.scatter([3, 3], [3, 8], s=150, facecolors=\"none\", edgecolors=\"m\")\n", - "ax.axvline(x=3, color=\"c\", linestyle=\"--\")\n", - "ax.hlines(y=[3, 5, 8], xmin=1, xmax=3, color=\"c\", linestyle=\"--\")\n", - "ax.grid()" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:30.497129Z", - "iopub.status.busy": "2024-02-29T22:52:30.496083Z", - "iopub.status.idle": "2024-02-29T22:52:30.896313Z", - "shell.execute_reply": "2024-02-29T22:52:30.895336Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(10, 5))\n", - "\n", - "ax1.scatter(points[0], points[1], c=\"b\")\n", - "ax1.plot(points[0], points[1], \"g\")\n", - "ax1.plot(points[0].T, points[1].T, \"r\")\n", - "ax1.scatter(3, 5, c=\"m\")\n", - "ax1.scatter([3, 3], [3, 8], s=150, facecolors=\"none\", edgecolors=\"m\")\n", - "ax1.axvline(x=3, color=\"c\", linestyle=\"--\")\n", - "ax1.hlines(y=[3, 5, 8], xmin=1, xmax=3, color=\"c\", linestyle=\"--\")\n", - "ax1.grid()\n", - "\n", - "ax2.scatter(points[0], coord_points[1], c=\"b\")\n", - "ax2.plot(points[0], coord_points[1], \"g\")\n", - "ax2.axvline(x=3, color=\"c\", linestyle=\"--\")\n", - "ax2.scatter([3, 3], [0, 1], s=150, facecolors=\"none\", edgecolors=\"m\")\n", - "ax2.grid()\n", - "\n", - "fig.savefig(figures_path + \"Mapping.svg\")\n", - "fig.savefig(figures_path + \"Mapping.pdf\")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We can do the same by connecting the points on the red line, and interpolating $(y, z)$ values for the point's x-coordinate.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:30.898851Z", - "iopub.status.busy": "2024-02-29T22:52:30.898851Z", - "iopub.status.idle": "2024-02-29T22:52:31.047796Z", - "shell.execute_reply": "2024-02-29T22:52:31.047796Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "ax.scatter(points[0], coord_points[1].T, c=\"b\")\n", - "ax.plot(points[0].T, coord_points[1], \"r\")\n", - "ax.axvline(x=3, color=\"c\", linestyle=\"--\")\n", - "ax.scatter([3, 3], [0, 1], s=150, facecolors=\"none\", edgecolors=\"m\")\n", - "ax.grid()" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:31.050797Z", - "iopub.status.busy": "2024-02-29T22:52:31.050797Z", - "iopub.status.idle": "2024-02-29T22:52:31.218238Z", - "shell.execute_reply": "2024-02-29T22:52:31.218238Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "ax.scatter(points[0], points[1], c=\"b\")\n", - "ax.plot(points[0], points[1], \"g\")\n", - "ax.plot(points[0].T, points[1].T, \"r\")\n", - "ax.scatter(3, 5, c=\"m\")\n", - "ax.scatter([3, 3], [1.8, 8], s=150, facecolors=\"none\", edgecolors=\"m\")\n", - "ax.axvline(x=3, color=\"c\", linestyle=\"--\")\n", - "ax.hlines(y=[1.8, 5, 8], xmin=1, xmax=3, color=\"c\", linestyle=\"--\")\n", - "ax.grid()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "However, the two processes might provide different results. The differences in results arises from the values that are weighted in the interpolation. In the first case, interpolation uses the values that correspond to the quadrangle in which the point of interest lies. In the second case, the lowest cirle lies in an adjacent quadrangle, meaning that the $y$ and $z$ values corresponding to that point come from interpolation in the adjacent quadrangle. Because of this, the second result is weighing values that are further away from the point of interest, and the result is less accurate.\n", - "\n", - "Additionally, we could start this method in the y-direction, and the results could be different yet.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:31.221238Z", - "iopub.status.busy": "2024-02-29T22:52:31.221238Z", - "iopub.status.idle": "2024-02-29T22:52:31.389749Z", - "shell.execute_reply": "2024-02-29T22:52:31.389749Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots()\n", - "ax.scatter(points[0], points[1], c=\"b\")\n", - "ax.plot(points[0], points[1], \"g\")\n", - "ax.plot(points[0].T, points[1].T, \"r\")\n", - "ax.scatter(3, 5, c=\"m\")\n", - "ax.axvline(x=3, color=\"c\", linestyle=\"--\")\n", - "ax.axhline(y=5, color=\"c\", linestyle=\"--\")\n", - "ax.scatter([3, 3, 3], [1.8, 3, 8], s=150, facecolors=\"none\", edgecolors=\"m\")\n", - "ax.scatter([1.4, 3.75, 5, 9], [5, 5, 5, 5], s=150, facecolors=\"none\", edgecolors=\"m\")\n", - "ax.grid()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Method 3: Dense Interpolation\n", - "\n", - "A third approach would be to use an interpolation method once (any of the above, or others), for the cross-product of all x and y coordinates, to create a rectilinear grid of $(x,y,z)$ values. Having done this, we can ignore the original curvilinear grid and use the rectilinear grid for interpolation. This method has the advantage of allowing us to interpolate in the original space and not in the warped space.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:31.392694Z", - "iopub.status.busy": "2024-02-29T22:52:31.392694Z", - "iopub.status.idle": "2024-02-29T22:52:31.543099Z", - "shell.execute_reply": "2024-02-29T22:52:31.543099Z" - } - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "all_coords = np.mgrid[1:10, 1:10]\n", - "fig, ax = plt.subplots()\n", - "ax.plot(points[0], points[1], \"g\")\n", - "ax.plot(points[0].T, points[1].T, \"r\")\n", - "ax.scatter(all_coords[0], all_coords[1], c=\"y\")\n", - "ax.scatter(points[0], points[1], c=\"b\")\n", - "ax.grid()" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As illustration, we can use `HARK.interpolation`'s `UnstructuredInterp` which wraps `scipy`'s unstructured interpolators (`griddata`). This method is not very fast, which is why we are looking for a faster alternative.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": { - "execution": { - "iopub.execute_input": "2024-02-29T22:52:31.546126Z", - "iopub.status.busy": "2024-02-29T22:52:31.546126Z", - "iopub.status.idle": "2024-02-29T22:52:33.333481Z", - "shell.execute_reply": "2024-02-29T22:52:33.333481Z" - } - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\alujan\\micromamba\\envs\\egmn-dev\\lib\\site-packages\\numba\\core\\decorators.py:262: NumbaDeprecationWarning: \u001b[1mnumba.generated_jit is deprecated. Please see the documentation at: https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-generated-jit for more information and advice on a suitable replacement.\u001b[0m\n", - " warnings.warn(msg, NumbaDeprecationWarning)\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "from HARK.interpolation import UnstructuredInterp\n", - "\n", - "z_interp = UnstructuredInterp(values, [points[0], points[1]])\n", - "z_vals = z_interp(all_coords[0], all_coords[1])\n", - "\n", - "fig, ax = plt.subplots(subplot_kw={\"projection\": \"3d\"})\n", - "ax.plot_surface(all_coords[0], all_coords[1], z_vals)\n", - "ax.plot_surface(xmat, ymat, zmat, alpha=0.5)\n", - "ax.view_init(30, -130)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Why do we need other tools?\n", - "\n", - "`scipy`'s unstructured interpolators (`griddata`) can be used to interpolate with curvilinear or piecewise affine grids, but they do so by discarding the underlying structure of the grid and instead producing a triangulation of the input points. This triangulation is comparatively slow, and discarding the structure also prevents us from using more fine grained information we may know about the function, such as its derivatives.\n", - "\n", - "An additional tool that we found useful is `scikit-image`'s `PiecewiseAffineTransform` which can be used to find the affine transformation that maps the curvilinear grid to a rectilinear grid. Again, however, this tool starts by creating a triangulation of the input points regardless of the structure of the grid.\n", - "\n", - "In our applications, we already have a structure to the grid that should be useful for interpolation. Namely, the index coordinate $(i,j)$ of the matrix that contains the values describes a grid that is piecewise affine and/or curvilinear. We would like to use this structure to speed up the interpolation process.\n" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Questions\n", - "\n", - "1. Which method is the most accurate?\n", - "2. Which method is the fastest?\n", - "3. Are there other methods that could be used?\n", - "4. Do these methods generalize to higher dimensions?\n" - ] - } - ], - "metadata": { - "jupytext": { - "formats": "ipynb,py:percent" - }, - "kernelspec": { - "display_name": "hark-dev", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.13" - }, - "vscode": { - "interpreter": { - "hash": "ab336f3885e19cdf99951e4b73ee65835b5095c97279903ad09e0692d3a202c7" - } - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/code/tests/test_package.py b/code/tests/test_package.py deleted file mode 100644 index 5172fa15..00000000 --- a/code/tests/test_package.py +++ /dev/null @@ -1,9 +0,0 @@ -from __future__ import annotations - -import importlib.metadata - -import egmn as m - - -def test_version(): - assert importlib.metadata.version("egmn") == m.__version__ diff --git a/content/docs/conf.py b/content/docs/conf.py deleted file mode 100644 index 3d8e668a..00000000 --- a/content/docs/conf.py +++ /dev/null @@ -1,45 +0,0 @@ -from __future__ import annotations - -import importlib.metadata - -project = "SequentialEGM" -copyright = "2024, Alan Lujan" -author = "Alan Lujan" -version = release = importlib.metadata.version("egmn") - -extensions = [ - "myst_parser", - "sphinx.ext.autodoc", - "sphinx.ext.intersphinx", - "sphinx.ext.mathjax", - "sphinx.ext.napoleon", - "sphinx_autodoc_typehints", - "sphinx_copybutton", -] - -source_suffix = [".rst", ".md"] -exclude_patterns = [ - "_build", - "**.ipynb_checkpoints", - "Thumbs.db", - ".DS_Store", - ".env", - ".venv", -] - -html_theme = "furo" - -myst_enable_extensions = [ - "colon_fence", -] - -intersphinx_mapping = { - "python": ("https://docs.python.org/3", None), -} - -nitpick_ignore = [ - ("py:class", "_io.StringIO"), - ("py:class", "_io.BytesIO"), -] - -always_document_param_types = True diff --git a/content/paper/2_method.md b/content/paper/2_method.md deleted file mode 100644 index 2c48f06e..00000000 --- a/content/paper/2_method.md +++ /dev/null @@ -1,356 +0,0 @@ - - -(method)= - -# The Sequential Endogenous Grid Method - -## A basic model - -The baseline problem which I will use to demonstrate the Sequential Endogenous Grid Method (EGM$^n$) is a discrete time version of {cite:t}`Bodie1992` where a consumer has the ability to adjust their labor as well as their consumption in response to financial risk. The objective consists of maximizing the present discounted lifetime utility of consumption and leisure. - -\begin{equation} - \VFunc_0(\BLev_0, \tShkEmp_0) = \max \Ex_{t} - \left[ \sum_{n = 0}^{T-t} \DiscFac^{n} \utilFunc(\CLev_{t+n}, \Leisure_{t+n}) \right] -\end{equation} - -In particular, this example makes use of a utility function that is based on Example 1 in the paper, which is that of additively separable utility of labor and leisure as - -\begin{equation} - \utilFunc(\CLev, \Leisure) = \util(\CLev) + \h(\Leisure) = \frac{C^{1-\CRRA}}{1-\CRRA} + \labShare^{1-\CRRA} - \frac{\Leisure^{1-\leiShare}}{1-\leiShare} -\end{equation} - -where the term $\labShare^{1-\CRRA}$ is introduced to allow for a balanced growth path as in {cite:t}`Mertens2011`. The use of additively separable utility is ad-hoc, as it will allow for the use of multiple EGM steps in the solution process, as we'll see later. - -This model represents a consumer who begins the period with a level of bank balances $\bRat_{t}$ and a given wage offer $\tShkEmp_{t}$. Simultaneously, they are able to choose consumption, labor intensity, and a risky portfolio share with the objective of maximizing their utility of consumption and leisure, as well as their future wealth. - -The problem can be written in normalized recursive form[^f2] as - -\begin{equation} - \begin{split} - \vFunc_{t}(\bRat_{t}, \tShkEmp_{t}) & = \max_{\{\cRat_{t}, - \leisure_{t}, \riskyshare_{t}\}} \utilFunc(\cRat_{t}, \leisure_{t}) + - \DiscFac \Ex_{t} \left[ \PGro_{t+1}^{1-\CRRA} - \vFunc_{t+1} (\bRat_{t+1}, - \tShkEmp_{t+1}) \right] \\ - & \text{s.t.} \\ - \labor_{t} & = 1 - \leisure_{t} \\ - \mRat_{t} & = \bRat_{t} + \tShkEmp_{t}\labor_{t} \\ - \aRat_{t} & = \mRat_{t} - \cRat_{t} \\ - \Rport_{t+1} & = \Rfree + (\Risky_{t+1} - \Rfree) - \riskyshare_{t} \\ - \bRat_{t+1} & = \aRat_{t} \Rport_{t+1} / \PGro_{t+1} - \end{split} -\end{equation} - -in which $\labor_{t}$ is the time supplied to labor net of leisure, $\mRat_{t}$ is the market resources totaling bank balances and labor income, $\aRat_{t}$ is the amount of saving assets held by the consumer, and $\riskyshare_{t}$ is the risky share of assets, which induce a $\Rport_{t+1}$ return on portfolio that results in next period's bank balances $\bRat_{t+1}$ normalized by next period's permanent income $\PGro_{t+1}$. - -[^f2]: As in {cite:t}`Carroll2009`, where the utility of normalized consumption and leisure is defined as - - \begin{equation} - \utilFunc(\cRat_{t}, \leisure_{t}) = \PLev_{t}^{1-\CRRA} \frac{\cRat_{t}^{1-\CRRA}}{1-\CRRA} + (\labShare\PLev_{t}) - ^{1-\CRRA} \frac{\leisure_{t}^{1-\leiShare}}{1-\leiShare} - \end{equation} - -% \begin{equation} -% \begin{split} -% \vFunc_{t}(\bRat_{t}, \tShkEmp_{t}) & = \max_{\cRat_{t}, -% \leisure_{t}} \util(\cRat_{t}) + \h(\leisure_{t}) + -% \vEnd_{t} (\aRat_{t}) -% \\ -% & \text{s.t.} \\ -% \labor_{t} & = 1 - \leisure_{t} \\ -% \mRat_{t} & = \bRat_{t} + \tShkEmp_{t}\labor_{t} \\ -% \aRat_{t} & = \mRat_{t} - \cRat_{t} \\ -% \end{split} -% \end{equation} - -## Restating the problem sequentially - -We can make a few choices to create a sequential problem which will allow us to use multiple EGM steps in succession. First, the agent decides their labor-leisure trade-off and receives a wage. Their wage plus their previous bank balance then becomes their market resources. Second, given market resources, the agent makes a pure consumption-saving decision. Finally, given an amount of savings, the consumer then decides their risky portfolio share. - -Starting from the beginning of the period, we can define the labor-leisure problem as - -\begin{equation} - \begin{split} - \vFunc_{t}(\bRat_{t}, \tShkEmp_{t}) & = \max_{ \leisure_{t}} - \h(\leisure_{t}) + \vOpt_{t} (\mRat_{t}) \\ - & \text{s.t.} \\ - 0 & \leq \leisure_{t} \leq 1 \\ - \labor_{t} & = 1 - \leisure_{t} \\ - \mRat_{t} & = \bRat_{t} + \tShkEmp_{t}\labor_{t}. - \end{split} -\end{equation} - -The pure consumption-saving problem is then - -\begin{equation} - \begin{split} - \vOpt_{t}(\mRat_{t}) & = \max_{\cRat_{t}} \util(\cRat_{t}) + \DiscFac\vEnd_{t}(\aRat_{t}) \\ - & \text{s.t.} \\ - 0 & \leq \cRat_{t} \leq \mRat_{t} \\ - \aRat_{t} & = \mRat_{t} - \cRat_{t}. - \end{split} -\end{equation} - -Finally, the risky portfolio problem is - -\begin{equation} - \begin{split} - \vEnd_{t}(\aRat_{t}) & = \max_{\riskyshare_{t}} - \Ex_{t} \left[ \PGro_{t+1}^{1-\CRRA} - \vFunc_{t+1}(\bRat_{t+1}, - \tShkEmp_{t+1}) \right] \\ - & \text{s.t.} \\ - 0 & \leq \riskyshare_{t} \leq 1 \\ - \Rport_{t+1} & = \Rfree + (\Risky_{t+1} - \Rfree) - \riskyshare_{t} \\ - \bRat_{t+1} & = \aRat_{t} \Rport_{t+1} / \PGro_{t+1}. - \end{split} -\end{equation} - -This sequential approach is explicitly modeled after the nested approaches explored in {cite:t}`Clausen2020` and {cite:t}`Druedahl2021`. However, I will offer additional insights that expand on these methods. An important observation is that now, every single choice is self-contained in a subproblem, and although the structure is specifically chosen to minimize the number of state variables at every stage, the problem does not change by this structural imposition. This is because there is no additional information or realization of uncertainty that happens between decisions, as can be seen by the expectation operator being in the last subproblem. From the perspective of the consumer, these decisions are essentially simultaneous, but a careful organization into sub-period problems enables us to solve the model more efficiently and can provide key economic insights. In this problem, as we will see, a key insight will be the ability to explicitly calculate the marginal value of wealth and the Frisch elasticity of labor. - -%\begin{equation} -% \begin{split} -% \vFunc_{t}(\bRat_{t}) & = \max_{ \labor_{t}} \h(\leisure_{t}) + \Ex_{t} \left[ \vOpt_{t} (\mRat_{t}) \right] \\ -% & \text{s.t.} \\ -% \labor_{t} & = 1 - \leisure_{t} \\ -% \mRat_{t} & = \bRat_{t} + \tShkEmp_{t+1}\labor_{t} \\ -% \end{split} -%\end{equation} -% -%\begin{equation} -% \begin{split} -% \vOpt_{t}(\mRat_{t}) & = \max_{\aRat_{t}} \util(\cRat_{t}) + \DiscFac \Ex_{t} -% \left[ \PGro_{t+1}^{1-\CRRA} \vFunc_{t+1} (\bRat_{t+1}) \right] \\ -% & \text{s.t.} \\ -% \aRat_{t} & = \mRat_{t} - \cRat_{t} \\ -% \bRat_{t+1} & = \aRat_{t} \Rfree / \PGro_{t+1} -% \end{split} -%\end{equation} - -## The portfolio decision subproblem - -As useful as it is to be able to use the EGM step more than once, there are clear problems where the EGM step is not applicable. This basic labor-portfolio choice problem demonstrates where we can use an additional EGM step, and where we can not. First, we go over a subproblem where we can not use the EGM step. - -In reorganizing the labor-portfolio problem into subproblems, we assigned the utility of leisure to the leisure-labor subproblem and the utility of consumption to the consumption-savings subproblem. There are no more separable convex utility functions to assign to this problem, and even if we re-organized the problem in a way that moved one of the utility functions into this subproblem, they would not be useful in solving this subproblem via EGM as there is no direct relation between the risky share of portfolio and consumption or leisure. Therefore, the only way to solve this subproblem is through standard convex optimization and root-finding techniques. - -Restating the problem in compact form gives - -\begin{equation} - \vEnd_{t}(\aRat_{t}) = \max_{\riskyshare_{t}} \Ex_{t} \left[ \PGro_{t+1}^{1-\CRRA} - \vFunc_{t+1}\left(\aRat_{t}(\Rfree + (\Risky_{t+1} - \Rfree) \riskyshare_{t}), \tShkEmp_{t+1}\right) - \right]. -\end{equation} - -The first-order condition with respect to the risky portfolio share is then - -\begin{equation} - \Ex_{t} - \left[ \PGro_{t+1}^{-\CRRA} \vFunc_{t+1}^{\bRat}\left(\bRat_{t+1}, \tShkEmp_{t+1}\right) (\Risky_{t+1} - \Rfree) \right] = - 0. -\end{equation} - -Finding the optimal risky share requires numerical optimization and root-solving of the first-order condition. To close out the problem, we can calculate the envelope condition as - -\begin{equation} - \vEnd_{t}'(\aRat_{t}) = \Ex_{t} - \left[ \PGro_{t+1}^{-\CRRA} \vFunc_{t+1}^{\bRat}\left(\bRat_{t+1}, \tShkEmp_{t+1}\right) \Rport_{t+1} \right]. -\end{equation} - -### A note on avoiding taking expectations more than once - -We could instead define the portfolio choice subproblem as: - -\begin{equation} - \vEnd_{t}(\aRat_{t}) = \max_{\riskyshare_{t}} \vOptAlt(\aRat_{t}, \riskyshare_{t}) -\end{equation} - -where - -\begin{equation} - \begin{split} - \vOptAlt_{t}(\aRat_{t}, \riskyshare_{t}) & = \Ex_{t} - \left[ \PGro_{t+1}^{1-\CRRA} \vFunc_{t+1}\left(\bRat_{t+1}, \tShkEmp_{t+1}\right) \right] \\ - \Rport_{t+1} & = \Rfree + (\Risky_{t+1} - \Rfree) \riskyshare_{t} \\ - \bRat_{t+1} & = \aRat_{t} \Rport_{t+1} / \PGro_{t+1} - \end{split} -\end{equation} - -In this case, the process is similar. The only difference is that we don't have to take expectations more than once. Given the next period's solution, we can calculate the marginal value functions as: - -\begin{equation} - \begin{split} - \vOptAlt_{t}^{\aRat}(\aRat_{t}, \riskyshare_{t}) & = \Ex_{t} - \left[ \PGro_{t+1}^{-\CRRA} \vFunc_{t+1}'\left(\bRat_{t+1}, \tShkEmp_{t+1}\right) \Rport_{t+1} \right] \\ - \vOptAlt_{t}^{\riskyshare}(\aRat_{t}, \riskyshare_{t}) & = \Ex_{t} - \left[ \PGro_{t+1}^{-\CRRA} \vFunc_{t+1}'\left(\bRat_{t+1}, \tShkEmp_{t+1}\right) \aRat_{t} (\Risky_{t+1} - \Rfree) \right] \\ - \end{split} -\end{equation} - -If we are clever, we can calculate both of these in one step. Now, the optimal risky share can be found by the first-order condition and we can use it to evaluate the envelope condition. - -\begin{equation} - \text{F.O.C.:} \qquad \vOptAlt_{t}^{\riskyshare}(\aRat_{t}, \riskyshare_{t}^{*}) = 0 \qquad - \text{E.C.:} \qquad \vEnd_{t}^{\aRat}(\aRat_{t}) = \vOptAlt_{t}^{\aRat}(\aRat_{t}, \riskyshare_{t}^{*}) -\end{equation} - -## The consumption-saving subproblem - -The consumption-saving EGM follows {cite:t}`Carroll2006` but I will cover it for exposition. We can begin the solution process by restating the consumption-savings subproblem in a more compact form, substituting the market resources constraint and ignoring the no-borrowing constraint for now. The problem is: - -\begin{equation} - \vOpt_{t}(\mRat_{t}) = \max_{\cRat_{t}} \util(\cRat_{t}) + - \DiscFac \vEnd_{t}(\mRat_{t}-\cRat_{t}) -\end{equation} - -To solve, we derive the first-order condition with respect to $\cRat_{t}$ which gives the familiar Euler equation: - -\begin{equation} - \utilFunc'(\cRat_t) = \DiscFac \vEnd_{t}'(\mRat_{t} - \cRat_{t}) = \DiscFac - \vEnd_{t}'(\aRat_{t}) -\end{equation} - -Inverting the above equation is the (first) EGM step. - -\begin{equation} - \cEndFunc_{t}(\aRat_{t}) = \utilFunc'^{-1}\left( \DiscFac \vEnd_{t}'(\aRat_{t}) - \right) -\end{equation} - -Given the utility function above, the marginal utility of consumption and its inverse are - -\begin{equation} - \utilFunc'(\cRat) = \cRat^{-\CRRA} \qquad \utilFunc'^{-1}(\xRat) = - \xRat^{-1/\CRRA}. -\end{equation} - -{cite:t}`Carroll2006` demonstrates that by using an exogenous grid of $\aMat$ points we can find the unique $\cEndFunc_{t}(\aMat)$ that optimizes the consumption-saving problem, since the first-order condition is necessary and sufficient. Further, using the market resources constraint, we can recover the exact amount of market resources that is consistent with this consumption-saving decision as - -\begin{equation} - \mEndFunc_{t}(\aMat) = \cEndFunc_{t}(\aMat) + \aMat. -\end{equation} - -This $\mEndFunc_{t}(\aMat)$ is the ``endogenous'' grid that is consistent with the exogenous decision grid $\aMat$. Now that we have a $(\mEndFunc_{t}(\aMat), \cEndFunc_{t}(\aMat))$ pair for each $\aRat \in \aMat$, we can construct an interpolating consumption function for market resources points that are off-the-grid. - -The envelope condition will be useful in the next section, but for completeness is defined here. - -\begin{equation} - \vOpt_{t}'(\mRat_{t}) = \DiscFac \vEnd_{t}'(\aRat_{t}) = \utilFunc'(\cRat_{t}) -\end{equation} - -## The labor-leisure subproblem - -The labor-leisure subproblem can be restated more compactly as: - -\begin{equation} - \vFunc_{t}(\bRat_{t}, \tShkEmp_{t}) = \max_{ \leisure_{t}} - \h(\leisure_{t}) + \vOpt_{t}(\bRat_{t} + - \tShkEmp_{t}(1-\leisure_{t})) -\end{equation} - -The first-order condition with respect to leisure implies the labor-leisure Euler equation - -\begin{equation} - \h'(\leisure_{t}) = \vOpt_{t}'(\mRat_{t}) \tShkEmp_{t} -\end{equation} - -The marginal utility of leisure and its inverse are - -\begin{equation} - \h'(\leisure) = \labShare\leisure^{-\leiShare} \qquad - \h'^{-1}(\xRat) = (\xRat/\labShare)^{-1/\leiShare} -\end{equation} - -Using an exogenous grid of $\mMat$ and $\tShkMat$, we can find leisure as - -\begin{equation} - \zEndFunc_{t}(\mMat, \tShkMat) = \h'^{-1}\left( - \vOpt_{t}'(\mMat) \tShkMat \right) -\end{equation} - -In this case, it's important to note that there are conditions for leisure itself. An agent with a small level of market resources $\mRat_{t}$ might want to work more than their available time endowment, especially at higher levels of income $\tShkEmp_{t}$, if the utility of leisure is not enough to compensate for their low wealth. In these situations, the optimal unconstrained leisure might be negative, so we must impose a constraint on the optimal leisure function. This is similar to the treatment of an artificial borrowing constraint in the pure consumption subproblem. From now on, let's call this constrained optimal function $\hat{\zEndFunc}_{t}(\mMat, \tShkMat)$, where - -\begin{equation} - \hat{\zEndFunc}_{t}(\mMat, \tShkMat) = \max \left[ \min \left[ \zEndFunc_{t}(\mMat, \tShkMat), 1 \right], 0 \right] -\end{equation} - -Then, we derive labor as $\lEndFunc_{t}(\mRat_{t}, \tShkEmp_{t}) = 1 - \hat{\zEndFunc}_{t}(\mRat_{t}, \tShkEmp_{t})$. Finally, for each $\tShkEmp_{t}$ and $\mRat_{t}$ as an exogenous grid, we can find the endogenous grid of bank balances as $\bEndFunc_{t}(\mRat_{t}, \tShkEmp_{t}) = \mRat_{t} - \tShkEmp_{t}\lEndFunc_{t}(\mRat_{t}, \tShkEmp_{t})$. - -The envelope condition then provides a heterogeneous Frisch elasticity of labor as simply - -\begin{equation} - \vFunc_{t}^{b}(\bRat_{t}, \tShkEmp_{t}) = \vOpt_{t}'(\mRat_{t}) = - \h'(\leisure_{t})/\tShkEmp_{t}. -\end{equation} - -## Alternative Parametrization - -An alternative formulation for the utility of leisure is to state it in terms of the disutility of labor as in (references) - -\begin{equation} - \h(\labor) = - \leiShare \frac{\labor^{1+\labShare}}{1+\labShare} -\end{equation} - -In this case, we can restate the problem as - -\begin{equation} - \h(\leisure) = - \leiShare - \frac{(1-\leisure)^{1+\labShare}}{1+\labShare} -\end{equation} - -The marginal utility of leisure and its inverse are - -\begin{equation} - \h'(\leisure) = \leiShare(1-\leisure)^{\labShare} \qquad - \h'^{-1}(\xRat) = 1 - (\xRat/\leiShare)^{1/\labShare} -\end{equation} - -## Curvilinear Grids - -Although EGM$^n$ seems to be a simple approach, there is one important caveat that we have not discussed, which is the details of the interpolation. In the pure consumption-savings problem, a one-dimensional exogenous grid of post-decision liquid assets $\aMat$ results in a one-dimensional endogenous grid of total market resources $\mMat$. However, as we know from standard EGM, the spacing in the $\mMat$ grid is different from the spacing in the $\aMat$ grid as the inverted Euler equation is non-linear. This is no problem in a one-dimensional problem as we can simply use non-uniform linear interpolation. - -However, the same is true of higher dimensional problems, where the exogenous grid gets mapped to a warped endogenous grid. In this case, it is not possible to use standard multi-linear interpolation, as the resulting endogenous grid is not rectilinear. Instead, I introduce a novel approach to interpolation that I call Warped Grid Interpolation (WGI), which is similar to {cite:t}`White2015`'s approach but computationally more efficient and robust. The details of this interpolation method will be further explained in [Section %s](#multinterp), but for now, we show the resulting warped endogenous grid for the labor-leisure problem. - -```{figure} ../figures/LaborSeparableWarpedGrid.* -:name: fig:LaborSeparableWarpedGrid -:align: center - -Warped Curvlinear Grid that results from multivariate EGM. This grid can be interpolated by WGI. -``` - -## Warped Grid Interpolation (WGI) - -Assume we have a set of points indexed by $(i,j)$ in two-dimensional space for which we have corresponding functional values in a third dimension, such that $f(x_{ij},y_{ij}) = z_{ij}$. In practice, we are interested in cases where the $z_{ij}$ are difficult to compute and $f(x_{ij},y_{ij})$ is unknown, so we are unable to compute them at other values of $x$ and $y$ --- which is why we want to interpolate[^f3]. These $(x_{ij},y_{ij})$ points however are not evenly spaced and do not form a rectilinear grid which would make it easy to interpolate the function off the grid. Nevertheless, these points do have a regular structure as we will see. - -[^f3]: For this illustration, we generate $z$'s arbitrarily using the function $$f(x,y) = (xy)^{1/4}.$$ - -```{figure} ../figures/WarpedInterpolation.* -:name: fig:warped_interp -:align: center - -True function and curvilinear grid of points for which we know the value of the function. -``` - -In [Figure %s](#fig:warped_interp), we can see the true function in three-dimensional space, along with the points for which we actually know the value of the function. The underlying regular structure comes from the points' position in the matrix, the $(i,j)$ coordinates. If we join the points along every row and every column, we can see that the resulting grid is regular and piecewise affine (curvilinear). - -In [Figure %s](#fig:homotopy) we see the values of the function at their index coordinate points in the matrix. We can see that there exists a mapping between the curvilinear grid and the index coordinates of the matrix. - -```{figure} ../figures/Homotopy.* -:name: fig:homotopy -:align: center - -Homotopy between the curvilinear grid and the index coordinates of the matrix. -``` - -The objective is to be able to interpolate the value of the function at any point off the grid, where presumably we are only interested in points internal to the curvilinear space and not outside the boundaries. For example, we can imagine that we want an approximation to the function at the point $(x,y) = (3, 5)$ pictured [Figure %s](#fig:mapping). If we could find the corresponding point in the coordinate grid, interpolation would be straightforward. We can find where the $x$-coordinate of the point of interest intersects with the index-coordinates of the matrix. This is similar to assuming that we have 3 linear interpolators formed by connecting the points on the green lines in the x-direction, and for each interpolator we can approximate the corresponding y and z values using the grid data. Now, for each circle in [Figure %s](#fig:mapping), we have a corresponding pair $(y,z)$, and we can interpolate in the y-direction to find the corresponding z-value for the point's y-coordinate[^f4]. - -[^f4]: For more examples of the Warped Grid Interpolation method in action, see the github project [`alanlujan91/multinterp`](https://github.com/alanlujan91/multinterp/blob/main/notebooks/CurvilinearInterpolation.ipynb). - -```{figure} ../figures/Mapping.* -:name: fig:mapping -:align: center - -The method consist of extending the loci of points in the $x$ dimension to find the corresponding crossing points in the $y$ dimension. -``` diff --git a/content/public/SequentialEGMn.pdf b/content/public/SequentialEGMn.pdf deleted file mode 100644 index a9dce0b0..00000000 Binary files a/content/public/SequentialEGMn.pdf and /dev/null differ diff --git a/docs/_extensions/grantmcdermott/clean/_extension.yml b/docs/_extensions/grantmcdermott/clean/_extension.yml deleted file mode 100644 index 10b1e450..00000000 --- a/docs/_extensions/grantmcdermott/clean/_extension.yml +++ /dev/null @@ -1,13 +0,0 @@ -title: clean -author: Grant McDermott -version: 1.0.0 -quarto-required: ">=1.3.0" -contributes: - formats: - revealjs: - theme: [default, clean.scss] - menu: - side: left - slide-number: true - date-format: long - diff --git a/docs/_extensions/grantmcdermott/clean/clean.scss b/docs/_extensions/grantmcdermott/clean/clean.scss deleted file mode 100644 index 3382dc01..00000000 --- a/docs/_extensions/grantmcdermott/clean/clean.scss +++ /dev/null @@ -1,298 +0,0 @@ -/*-- scss:defaults --*/ - -// Custom colours and variables - -$jet: #131516; -$accent: #107895; -$accent2: #9a2515; -// $accent2: #e64173; -$right-arrow: "\2192"; // Unicode character for right arrow - -// fonts - -/* -Note: This theme uses the Roboto font family, which it imports from Google - Fonts to ensure consistent weighting in addition to availability. 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display: flex; - align-items: center; - justify-content: center; -} - -.etable img { - max-width: 100%; - max-height: 100%; - width: auto; - height: auto; - object-fit: contain; -} \ No newline at end of file diff --git a/docs/conf.py b/docs/conf.py new file mode 100644 index 00000000..0f8872ed --- /dev/null +++ b/docs/conf.py @@ -0,0 +1,64 @@ +from __future__ import annotations + +import importlib.metadata +from typing import Any + +project = "SequentialEGM" +copyright = "2024, Alan Lujan" +author = "Alan Lujan" +version = release = importlib.metadata.version("sequentialegm") + +extensions = [ + "myst_parser", + "sphinx.ext.autodoc", + "sphinx.ext.intersphinx", + "sphinx.ext.mathjax", + "sphinx.ext.napoleon", + "sphinx_autodoc_typehints", + "sphinx_copybutton", +] + +source_suffix = [".rst", ".md"] +exclude_patterns = [ + "_build", + "**.ipynb_checkpoints", + "Thumbs.db", + ".DS_Store", + ".env", + ".venv", +] + +html_theme = "furo" + +html_theme_options: dict[str, Any] = { + "footer_icons": [ + { + "name": "GitHub", + "url": "https://github.com/alanlujan91/SequentialEGM", + "html": """ + + + + """, + "class": "", + }, + ], + "source_repository": "https://github.com/alanlujan91/SequentialEGM", + "source_branch": "main", + "source_directory": "docs/", +} + +myst_enable_extensions = [ + "colon_fence", +] + +intersphinx_mapping = { + "python": ("https://docs.python.org/3", None), +} + +nitpick_ignore = [ + ("py:class", "_io.StringIO"), + ("py:class", "_io.BytesIO"), +] + +always_document_param_types = True diff --git a/docs/equations/hank1.tex b/docs/equations/hank1.tex new file mode 100644 index 00000000..99342334 --- /dev/null +++ b/docs/equations/hank1.tex @@ -0,0 +1,7 @@ +\begin{align} + V_t(e, a) = \max_{c, n, a'} & \left\{\frac{c^{1-\sigma}}{1-\sigma} - \varphi \frac{n^{1+\nu}}{1+\nu} + \beta \mathbb{E}_t\left[V_{t+1}(e', a')|e\right] \right\} + \\ + c + a' & = (1 + r_t)a + w_t(e) n + \\ + a' & \geq 0 +\end{align} diff --git a/docs/equations/hank1_1.tex b/docs/equations/hank1_1.tex new file mode 100644 index 00000000..9f0e4887 --- /dev/null +++ b/docs/equations/hank1_1.tex @@ -0,0 +1,5 @@ +\begin{align} \tag{labor} + v_{(t,1)}(e, a_{-}) & = \max_{n} \left\{ - \varphi \frac{n^{1+\nu}}{1+\nu} + v_{(t,2)}(e,m) \right\} + \\ + m & = (1 + r_t)a_{-} + w_t(e) n +\end{align} diff --git a/docs/equations/hank1_2.tex b/docs/equations/hank1_2.tex new file mode 100644 index 00000000..484b7a58 --- /dev/null +++ b/docs/equations/hank1_2.tex @@ -0,0 +1,7 @@ +\begin{align} \tag{consumption} + v_{(t,2)}(e, m) & = \max_{c, a} \left\{\frac{c^{1-\sigma}}{1-\sigma} + \beta v_{(t,3)}(e,a) \right\} + \\ + a & = m - c + \\ + a & \geq 0 +\end{align} diff --git a/docs/equations/hank1_3.tex b/docs/equations/hank1_3.tex new file mode 100644 index 00000000..fddba2f1 --- /dev/null +++ b/docs/equations/hank1_3.tex @@ -0,0 +1,3 @@ +\begin{align} \tag{expectation} + v_{(t,3)}(e, a) = \mathbb{E}_t\left[V_{t+1}(e', a)|e\right] +\end{align} diff --git a/docs/equations/hank2.tex b/docs/equations/hank2.tex new file mode 100644 index 00000000..4ca16565 --- /dev/null +++ b/docs/equations/hank2.tex @@ -0,0 +1,7 @@ +\begin{align} \tag{1} + V_t(e, b, a) = \max_{c, b', a'} & \left\{\frac{c^{1-\sigma}}{1-\sigma} + \beta \mathbb{E}_t V_{t+1}(e', b', a') \right\} + \\ + c + a' + b' & = z_t(e) + (1 + r_t^a)a + (1 + r_t^b) - \Psi(a', a) + \\ + a' & \geq \underline{a}, \quad b' \geq \underline{b}, +\end{align} diff --git a/docs/equations/hank2_1.tex b/docs/equations/hank2_1.tex new file mode 100644 index 00000000..d389e5ef --- /dev/null +++ b/docs/equations/hank2_1.tex @@ -0,0 +1,9 @@ +\begin{align} \tag{1} + v_{(t,0)}(e, b, a) & = \max_{a'} v_{(t,1)}(e, \ell, a') + \\ + m & = z_t(e) + (1 + r_t^a)a + (1 + r_t^b)b + \\ + \ell & = m - a' - \Psi(a', a) + \\ + a' & \geq \underline{a} +\end{align} diff --git a/docs/equations/hank2_2.tex b/docs/equations/hank2_2.tex new file mode 100644 index 00000000..dfb24de7 --- /dev/null +++ b/docs/equations/hank2_2.tex @@ -0,0 +1,7 @@ +\begin{align} \tag{1} + v_{(t,1)}(e, \ell, a') & = \max_{c} \left\{\frac{c^{1-\sigma}}{1-\sigma} + \beta v_{(t,2)}(e,b',a') \right\} + \\ + b' & = \ell - c + \\ + b' & \geq \underline{b} +\end{align} diff --git a/docs/equations/hank2_3.tex b/docs/equations/hank2_3.tex new file mode 100644 index 00000000..6a11a18f --- /dev/null +++ b/docs/equations/hank2_3.tex @@ -0,0 +1,3 @@ +$$ + v_{(t,2)}(e, b', a') = \mathbb{E}_t V_{t+1}(e', b', a') +$$ diff --git a/docs/equations/hank3.tex b/docs/equations/hank3.tex new file mode 100644 index 00000000..075c6c43 --- /dev/null +++ b/docs/equations/hank3.tex @@ -0,0 +1,7 @@ +\begin{align} \tag{1} + V_t(e, b, a) = \max_{c, n, b', a'} & \left\{\frac{c^{1-\sigma}}{1-\sigma} - \varphi \frac{n^{1+\nu}}{1+\nu} + \beta \mathbb{E}_t V_{t+1}(e', b', a') \right\} + \\ + c + a' + b' & = z_t(e) + (1 + r_t^a)a + (1 + r_t^b) - \Psi(a', a) + \\ + a' & \geq \underline{a}, \quad b' \geq \underline{b}, +\end{align} diff --git a/docs/equations/psi.tex b/docs/equations/psi.tex new file mode 100644 index 00000000..78cbb9d3 --- /dev/null +++ b/docs/equations/psi.tex @@ -0,0 +1 @@ +$$\Psi(a', a) = \left(\frac{\chi_1}{2}\right) \frac{(a' - (1+r_t^a)a)^2}{(1+r_t^a)a + \chi_0}$$ diff --git a/docs/equations/sim.tex b/docs/equations/sim.tex new file mode 100644 index 00000000..8e6d473e --- /dev/null +++ b/docs/equations/sim.tex @@ -0,0 +1,7 @@ +\begin{align} + V_t(e, k) = \max_{c, k'} & \left\{\frac{c^{1-\sigma}}{1-\sigma} + \beta \mathbb{E}_t\left[V_{t+1}(e', k')|e \right] \right\} + \\ + c + k' & = (1 + r_t)k + w_t e + \\ + k' & \geq 0 +\end{align} diff --git a/docs/equations/sim_0.tex b/docs/equations/sim_0.tex new file mode 100644 index 00000000..623dd422 --- /dev/null +++ b/docs/equations/sim_0.tex @@ -0,0 +1,5 @@ +\begin{align} + V_t(e, k) = \max_{c, k'} & \left\{\frac{c^{1-\sigma}}{1-\sigma} + \beta W_t(e, k') \right\} + \\ c + k' &= (1 + r_t)k + w_t e + \\ k' &\geq 0 +\end{align} diff --git a/docs/equations/solving_hank_1.tex b/docs/equations/solving_hank_1.tex new file mode 100644 index 00000000..1503cb0f --- /dev/null +++ b/docs/equations/solving_hank_1.tex @@ -0,0 +1,27 @@ +$$ + v_{(t,0)}(e, a_{-}) = \max_{n} \left\{ - \varphi \frac{n^{1+\nu}}{1+\nu} + v_{(t,1)}(e,(1 + r_t)a_{-} + w_t(e) n ) \right\} +$$ + +$$ + \varphi n^{\nu} = v_{(t,1)}^m(e,m) w_t(e) \tag{euler} +$$ + +$$ + n(e_\times,m_\times) = \left(\frac{ w_t(e_\times)}{\varphi}v_{(t,1)}^m(e_\times,m_\times)\right)^{\frac{1}{\nu}} \tag{egm} +$$ + +$$ + a_{-}(e_\times, m_\times) = \frac{m_\times - w_t(e_\times) n(e_\times,m_\times) }{1+r_t} \tag{budget} +$$ + +$$ + a_{-}(e_\times,m_\times) \Rightarrow m(e_\times, a_{-\cap}) \qquad n(e_\times,m_\times) \Rightarrow n(e_\times, a_{-\cap}) \tag{swap dims} +$$ + +$$ + n(e_\times, a_{-\cap}) \Rightarrow n(e_\times, a_{-\times}) \qquad m(e_\times, a_{-\cap}) \Rightarrow m(e_\times, a_{-\times}) \tag{regrid} +$$ + +$$ + v_{(t,0)}^{a_{-}}(e,a_{-}) = (1 + r_t) \left(\frac{\varphi n^{\nu}}{w_t(e)}\right) \tag{ec} +$$ diff --git a/docs/equations/solving_hank_2.tex b/docs/equations/solving_hank_2.tex new file mode 100644 index 00000000..9dc10217 --- /dev/null +++ b/docs/equations/solving_hank_2.tex @@ -0,0 +1,29 @@ +$$ + v_{(t,1)}(e, m) = \max_{c} \left\{\frac{c^{1-\sigma}}{1-\sigma} + \beta v_{(t,2)}(e,m - c) \right\} +$$ + +$$ + c^{-\sigma} = \beta v_{(t,2)}^a(e,a) \tag{euler} +$$ + +$$ + c(e_\times,a_\times) = \left(\beta v_{(t,2)}^a(e_\times,a_\times)\right)^{-\frac{1}{\sigma}} \tag{egm} +$$ + +$$ + m(e_\times,a_\times) = c(e_\times,a_\times) + a_\times \tag{budget} +$$ + +$$ + m(e_\times,a_\times), c(e_\times, a_\times) \Rightarrow a(e_\times, m_\cap), c(e_\times,m_\cap) \tag{swap dims} +$$ + +$$ + c(e_\times,m_\cap) \Rightarrow c(e_\times, m_\times) \qquad a(e_\times, m_\cap) \Rightarrow a(e_\times, m_\times) \tag{regrid} +$$ + +$$ + v_{(t,1)}^m(e,m) = c^{-\sigma} \tag{ec} +$$ + +e$\times$ogenous e$\cap$dogenous diff --git a/docs/index.html b/docs/index.html index 28ab9a36..dec29ee8 100644 --- a/docs/index.html +++ b/docs/index.html @@ -1,1167 +1,1915 @@ - - - - - - - - - - - - - - - - - EGMn: The Sequential Endogenous Grid Method - - - - - - - - - - - - - - - -
-
- -
-

EGMn: The Sequential Endogenous Grid Method

-

IAAE 2024 – Thessaloniki, Greece

- -
-
-
-Alan Lujan -
-
-alujan@jhu.edu -
-

- Johns Hopkins University
Econ-ARK + + + + + + + + + + + + + + + + + + + EGMn: The Sequential Endogenous Grid Method + + + + + + + + + + + + + + + +

+
+
+

+ EGMn: The Sequential Endogenous Grid Method +

+

IAAE 2024 – Thessaloniki, Greece

+ +
+
+
+ Alan Lujan + + +
+
+ alujan@jhu.edu +
+

+ Johns Hopkins University
+ Econ-ARK +

+
+
+ +

June 26, 2024

+
+
+

Bellman’s Priciple of Optimality

+
+

+ An optimal policy has the property that whatever the initial state + and initial decision are, the remaining decisions must constitute + an optimal policy with regard to the state resulting from the + first decision. +

+
+
+

Motivation

+
    +
  • Structural modeling of decision making under uncertainty
    • +
  • + Modern Economics requires solving complex problems that are + computationally challenging and time consuming +
    • +
+

Main Contributions

+
    +
  • +

    + Extending the Endogenous Grid Method (EGM) to models + with multiple states and controls +

    +
    • +
  • +

    + Using Gaussian Process Regression (ML) to handle + unstructured grids +

    +
    • +
+
+
+
+

+ A simple consumption-savings problem +

+

+ Agent maximizes present discounted value (PDV) of lifetime utility

+

+ \[\begin{equation} \max_{c_t} \sum_{t=0}^{\infty} \beta^t + \mathrm{u}(c_t) \end{equation}\] +

+

Recursive Bellman equation

+

+ \[\begin{equation} \begin{split} v_t(m_t) & = \max_{c_t} + \mathrm{u}(c_t) + \beta\mathbb{E}_t \left[ v_{t+1}(m_{t+1}) + \right] \\ \text{s.t.} & \quad 0 < c_t \leq m_t \\ a_t + & = m_t - c_t \\ m_{t+1} & = \mathsf{R}a_t + \theta_{t+1} + \end{split} \end{equation}\] +

+
+
+

+ A simple consumption-savings problem +

+

Recursive Bellman equation

+

+ \[\begin{equation} \begin{split} v_t(m_t) & = \max_{c_t} + \mathrm{u}(c_t) + \beta\mathbb{E}_t \left[ v_{t+1}(m_{t+1}) + \right] \\ \text{s.t.} & \quad 0 < c_t \leq m_t \\ a_t + & = m_t - c_t \\ m_{t+1} & = \mathsf{R}a_t + \theta_{t+1} + \end{split} \end{equation}\] +

+

How do we solve this problem?

+
    +
  • + Value Function Iteration (VFI) +
      +
    • Discretize state space (interpolation)
      • +
    • Grid search optimization (brute force, iterative)
      • +
    +
    • +
+
+
+

+ The Endogenous Grid Method by + Carroll (2006) +

+

+ \[\begin{equation} v_t(m_t) = \max_{c_t} \mathrm{u}(c_t) + + \beta\mathbb{E}_t \left[ v_{t+1}(\mathsf{R}(m_t - c_t) + + \theta_{t+1}) \right] \end{equation}\] +

+

+ \[\begin{equation} u'(c_t) = \beta\mathsf{R}\mathbb{E}_t \left[ + v_{t+1}'(\mathsf{R}(m_t - c_t) + \theta_{t+1}) \right] + \end{equation}\] +

+

+ \[\begin{equation} \mathfrak{c}_t([\mathrm{a}]) = + \mathrm{u}'^{-1} \left( \beta\mathsf{R}\mathbb{E}_t \left[ + v_{t+1}'(\mathsf{R}[\mathrm{a}]+ \theta_{t+1}) \right] \right) + \end{equation}\] +

+

+ \[\begin{equation} \mathfrak{m}_t([\mathrm{a}]) = + \mathfrak{c}_t([\mathrm{a}]) + [\mathrm{a}] \end{equation}\] +

+
+

+ Contribution: + \((\mathfrak{m}_t, \mathfrak{c}_t) \quad \Rightarrow \quad + \hat{c}_t(\mathfrak{m}_t) = \mathfrak{c}_t\) +

+
    +
  • Simple: Inverted Euler equation
    • +
  • + Fast: No root-finding or + grid search optimization required +
    • +
  • + Efficient: Finds exact solution at each + gridpoint +
    • +
+
+
+
+

Limitations of EGM

+
    +
  • + One-dimensional problems/sub-problems (nested) +
      +
    • + (GEGM) + Barillas and Fernández-Villaverde (2007) +
      • +
    • + (NEGM) + Druedahl (2021) +
      • +
    +
    • +
  • + Can result in non-rectangular grids +
      +
    • + (Curvilinear) + White (2015) +
      • +
    • + (Triangular) + Ludwig and Schön (2018) +
      • +
    +
    • +
+
+
+

EGMn: The Sequential Endogenous Grid Method

+
    +
  • + Insight: Problems in which agent makes several + simultaneous choices can be decomposed into + sequence of problems +
    • +
  • + Challenge: Rectilinear exogenous grid results in + unstructured endogenous grid +
    • +
  • + Solution: Use machine learning to + interpolate on unstructured grids +
    • +
+
+

Contribution:

+
    +
  • + Simple, Fast, Efficient: Inherits properties of + EGM +
    • +
  • + Multi-dimensional: Can be used for problems + with multiple state variables and decisions +
    • +
  • + Cutting-edge: Functional approximation and + uncertainty quantification approach using Gaussian Process + Regression +
    • +
+
+
+
+

+ A consumption - leisure problem +

+

Agent maximizes PDV of lifetime utility

+

+ \[\begin{equation} \mathrm{V}_0(B_0, \theta_0) = \max_{C_{t}, + Z_{t}} \mathbb{E}_{t} \left[ \sum_{t = 0}^{T} \beta^{t} + \mathrm{u}(C_{t}, Z_{t}) \right] \end{equation}\] +

+
+

Recursive Bellman equation in normalized form:

+

+ \[\begin{equation} \begin{split} \mathrm{v}_{t}(b_{t}, + \theta_{t}) & = \max_{\{c_{t}, z_{t}\}} \mathrm{u}(c_{t}, + z_{t}) + \beta\mathbb{E}_{t} \left[ \Gamma_{t+1}^{1-\rho} + \mathrm{v}_{t+1} (b_{t+1}, \theta_{t+1}) \right] \\ \ell_{t} + & = 1 - z_{t} \\ m_{t} & = b_{t} + \theta_{t} + \mathsf{w}\ell_{t} \\ a_{t} & = m_{t} - c_{t} \\ b_{t+1} + & = a_{t} \mathsf{R}/ \Gamma_{t+1} \end{split} + \end{equation}\] +

+
+
+
+

+ A consumption - leisure problem +

+

Recursive Bellman equation in normalized form:

+

+ \[\begin{equation} \begin{split} \mathrm{v}_{t}(b_{t}, + \theta_{t}) & = \max_{\{c_{t}, z_{t}\}} \mathrm{u}(c_{t}, + z_{t}) + \beta\mathbb{E}_{t} \left[ \Gamma_{t+1}^{1-\rho} + \mathrm{v}_{t+1} (b_{t+1}, \theta_{t+1}) \right] \\ \ell_{t} & + = 1 - z_{t} \\ m_{t} & = b_{t} + \theta_{t} \mathsf{w}\ell_{t} + \\ a_{t} & = m_{t} - c_{t} \\ b_{t+1} & = a_{t} + \mathsf{R}/ \Gamma_{t+1} \end{split} \end{equation}\] +

+

where

+

+ \[\begin{equation} \mathrm{u}(C, Z) = u(C) + h(Z) = + \frac{C^{1-\rho}}{1-\rho} + \nu^{1-\rho} + \frac{Z^{1-\zeta}}{1-\zeta} \end{equation}\] +

+
+
+

+ Breaking up the problem into sequences +

+

+ Starting from the beginning of the period, we can define the + labor-leisure problem as +

+

+ \[\begin{equation} \begin{split} \mathrm{v}_{t}(b_{t}, + \theta_{t}) & = \max_{ z_{t}} h(z_{t}) + + \tilde{\mathfrak{v}}_{t} (m_{t}) \\ & \text{s.t.} \\ 0 & + \leq z_{t} \leq 1 \\ \ell_{t} & = 1 - z_{t} \\ m_{t} & = + b_{t} + \theta_{t} \mathsf{w}\ell_{t}. \end{split} + \end{equation}\] +

+
+

The pure consumption-saving problem is then

+

+ \[\begin{equation} \begin{split} + \tilde{\mathfrak{v}}_{t}(m_{t}) & = \max_{c_{t}} u(c_{t}) + + \beta\mathfrak{v}_{t}(a_{t}) \\ & \text{s.t.} \\ 0 & + \leq c_{t} \leq m_{t} \\ a_{t} & = m_{t} - c_{t}. + \end{split} \end{equation}\] +

+
+
+
+

+ Breaking up the problem into sequences +

+
+
+

+ Starting from the beginning of the period, we can define the + labor-leisure problem as +

+

+ \[\begin{equation} \begin{split} \mathrm{v}_{t}(b_{t}, + \theta_{t}) & = \max_{ z_{t}} h(z_{t}) + + \tilde{\mathfrak{v}}_{t} (m_{t}) \\ & \text{s.t.} \\ 0 + & \leq z_{t} \leq 1 \\ \ell_{t} & = 1 - z_{t} \\ m_{t} + & = b_{t} + \theta_{t} \mathsf{w}\ell_{t}. \end{split} + \end{equation}\] +

+
+
+

The pure consumption-saving problem is then

+

+ \[\begin{equation} \begin{split} + \tilde{\mathfrak{v}}_{t}(m_{t}) & = \max_{c_{t}} u(c_{t}) + + \beta\mathfrak{v}_{t}(a_{t}) \\ & \text{s.t.} \\ 0 & + \leq c_{t} \leq m_{t} \\ a_{t} & = m_{t} - c_{t}. + \end{split} \end{equation}\] +

+
+
+

Finally, the post-decision value function is

+

+ \[\begin{equation} \begin{split} \mathfrak{v}_{t}(a_{t}) & = + \mathbb{E}_{t} \left[ \Gamma_{t+1}^{1-\rho} + \mathrm{v}_{t+1}(b_{t+1}, \theta_{t+1}) \right] \\ & + \text{s.t.} \\ b_{t+1} & = a_{t} \mathsf{R}/ \Gamma_{t+1}. + \end{split} \end{equation}\] +

+
+
+

Solving Labor-Leisure (EGM, Again)

+

+ We can condense the labor-leisure problem into a single equation: +

+

+ \[\begin{equation} \mathrm{v}_{t}(b_{t}, \theta_{t}) = \max_{ + z_{t}} h(z_{t}) + \tilde{\mathfrak{v}}_{t}(b_{t} + \theta_{t} + \mathsf{w}(1-z_{t})) \end{equation}\] +

+
+

Interior solution must satisfy the first-order condition:

+

+ \[\begin{equation} h'(z_{t}) = \tilde{\mathfrak{v}}_{t}'(m_{t}) + \theta_{t} \mathsf{w} \end{equation}\] +

+
+
+

+ EGM consists of inverting the first-order condition to find + leisure function: +

+

+ \[\begin{equation} \mathfrak{z}_{t}([\mathrm{m}], + [\mathrm{\theta}]) = h'^{-1}\left( + \tilde{\mathfrak{v}}_{t}'([\mathrm{m}]) + \mathsf{w}[\mathrm{\theta}]\right) \end{equation}\] +

+
+
+
+

Solving Labor-Leisure (EGM, Again)

+

Using market resources condition we obtain endogenous grid:

+

+ \[\mathfrak{b}_{t}([\mathrm{m}], [\mathrm{\theta}]) = + [\mathrm{m}]- + [\mathrm{\theta}]\mathsf{w}(1-\mathfrak{z}_{t}([\mathrm{m}], + [\mathrm{\theta}]))\] +

+
+

+ So now we have the triple + \((\mathfrak{z}_t, \mathfrak{b}_t, \theta)\), where \(\mathfrak{z}_t\) is + the unconstrained approx. of optimal leisure for each + \((\mathfrak{b}_t, \theta)\) + corresponding to each + \(([\mathrm{m}], [\mathrm{\theta}])\). Generally, we can construct an interpolator as follows: +

+

+ \[z_t(\mathfrak{b}_t, \theta) = \mathfrak{z}_t\] +

+
+
+

Actual leisure function is bounded between 0 and 1:

+

+ \[\begin{equation} \hat{z}_{t}(b, \theta) = \max \left[ \min + \left[ z_{t}(b, \theta), 1 \right], 0 \right] + \end{equation}\] +

+
+
+
+

Pretty Simple, Right?

+

What is the problem?

+ + + + + + + +
+ Exogenous Rectangular Grid
+ Exogenous Rectangular Grid + 		+ Endogenous Curvilinear Grid
+ Endogenous Curvilinear Grid +
+
    +
  • + One solution: Curvilinear Interpolation by + White (2015) +
    • +
+
+
+

A more complex problem

+

+ Consumption - Pension Deposit Problem as in + Druedahl and Jørgensen (2017) +

+

+ \[\begin{equation} \begin{split} \mathrm{v}_{t}(m_{t}, n_{t}) + & = \max_{c_{t}, d_{t}} u(c_{t}) + \beta\mathbb{E}_{t} \left[ + \mathrm{v}_{t+1}(m_{t+1}, n_{t+1}) \right] \\ & \text{s.t.} + \quad c_{t} > 0, \quad d_{t} \ge 0 \\ a_{t} & = m_{t} - + c_{t} - d_{t} \\ b_{t} & = n_{t} + d_{t} + g(d_{t}) \\ m_{t+1} + & = a_{t} \mathsf{R}+ \theta_{t+1} \\ n_{t+1} & = b_{t} + \mathbf{R}_{t+1} \end{split} \end{equation}\] +

+
+

where

+

+ \[\begin{equation} \mathrm{u}(c) = \frac{c^{1-\rho}}{1-\rho} + \qquad \text{and} \qquad \mathrm{g}(d) = \chi\log(1+d). + \end{equation}\] +

+

is a tax-advantaged premium on pension contributions.

+
+
+
+

+ G2EGM from
+ Druedahl and Jørgensen (2017) +

+
    +
  • + If we try to use EGM: +
      +
    • 2 first order conditions
      • +
    • multiple constraints difficult to handle
      • +
    • + segments: combinations of first order conditions and + constraints +
      • +
    • + \(2^{d}\) segments where + \(d\) is number of control + variables +
      • +
    • requires local triangulation interpolation
      • +
    +
    • +
+
+
+

+ Breaking up the problem makes it easier +

+

+ Consider the problem of a consumer who chooses how much to put into + a pension account: +

+

+ \[\begin{equation} \begin{split} \mathrm{v}_{t}(m_{t}, n_{t}) + & = \max_{d_{t}} \tilde{\mathfrak{v}}_{t}(l_{t}, b_{t}) \\ + & \text{s.t.} \quad 0 \le d_{t} \le m_t \\ l_{t} & = m_{t} + - d_{t} \\ b_{t} & = n_{t} + d_{t} + g(d_{t}) \end{split} + \end{equation}\] +

+
+

+ After, the consumer chooses how much to consume out of liquid + savings: +

+

+ \[\begin{equation} \begin{split} + \tilde{\mathfrak{v}}_{t}(l_{t}, b_{t}) & = \max_{c_{t}} + u(c_{t}) + \beta\mathrm{w}_{t}(a_{t}, b_{t}) \\ & + \text{s.t.} \quad 0 < c_{t} \le m_t \\ a_{t} & = l_{t} - + c_{t} \end{split} \end{equation}\] +

+
+
+
+

+ Breaking up the problem makes it easier +

+
+
+

+ Consider the problem of a consumer who chooses how much to put + into a pension account: +

+

+ \[\begin{equation} \begin{split} \mathrm{v}_{t}(m_{t}, n_{t}) + & = \max_{d_{t}} \tilde{\mathfrak{v}}_{t}(l_{t}, b_{t}) \\ + & \text{s.t.} \quad 0 \le d_{t} \le m_t \\ l_{t} & = + m_{t} - d_{t} \\ b_{t} & = n_{t} + d_{t} + g(d_{t}) + \end{split} \end{equation}\] +

+
+
+

+ After, the consumer chooses how much to consume out of liquid + savings: +

+

+ \[\begin{equation} \begin{split} + \tilde{\mathfrak{v}}_{t}(l_{t}, b_{t}) & = \max_{c_{t}} + u(c_{t}) + \beta\mathrm{w}_{t}(a_{t}, b_{t}) \\ & + \text{s.t.} \quad 0 < c_{t} \le m_t \\ a_{t} & = l_{t} + - c_{t} \end{split} \end{equation}\] +

+
+
+

And the post-decision value function is defined as:

+

+ \[\begin{equation} \begin{split} \mathrm{w}_t(a_t, b_t) & = + \mathbb{E}_{t} \left[ \mathrm{v}_{t+1}(m_{t+1}, n_{t+1}) \right] + \\ & \text{s.t.} \\ m_{t+1} & = a_{t} \mathsf{R}+ + \theta_{t+1} \\ n_{t+1} & = b_{t} \mathbf{R}_{t+1} \end{split} + \end{equation}\] +

+
+
+

+ Breaking up the problem makes it easier +

+
+
+

+ Consider the problem of a consumer who chooses how much to put + into a pension account: +

+

+ \[\begin{equation} \begin{split} \mathrm{v}_{t}(m_{t}, n_{t}) + & = \max_{d_{t}} \tilde{\mathfrak{v}}_{t}(l_{t}, b_{t}) \\ + & \text{s.t.} \quad 0 \le d_{t} \le m_t \\ l_{t} & = + m_{t} - d_{t} \\ b_{t} & = n_{t} + d_{t} + g(d_{t}) + \end{split} \end{equation}\] +

+
+
+

+ After, the consumer chooses how much to consume out of liquid + savings: +

+

+ \[\begin{equation} \begin{split} + \tilde{\mathfrak{v}}_{t}(l_{t}, b_{t}) & = \max_{c_{t}} + u(c_{t}) + \beta\mathrm{w}_{t}(a_{t}, b_{t}) \\ & + \text{s.t.} \quad 0 < c_{t} \le m_t \\ a_{t} & = l_{t} + - c_{t} \end{split} \end{equation}\] +

+
+
+
+
+

And the post-decision value function is defined as:

+

+ \[\begin{equation} \begin{split} \mathrm{w}_t(a_t, b_t) & + = \mathbb{E}_{t} \left[ \mathrm{v}_{t+1}(m_{t+1}, n_{t+1}) + \right] \\ & \text{s.t.} \\ m_{t+1} & = a_{t} + \mathsf{R}+ \theta_{t+1} \\ n_{t+1} & = b_{t} + \mathbf{R}_{t+1} \end{split} \end{equation}\] +

+
+
+

Steps:

+
    +
  1. + Compute + \(\mathrm{w}_t(a_t, b_t)\) +
    2. +
  2. Solve consumption problem (EGM)
    3. +
  3. Solve pension problem (EGM, again)
    4. +
  4. Done!
    5. +
+
+
+
+
+

Solving the pension problem

+

The pension problem, more compactly

+

+ \[\begin{equation} \mathrm{v}_{t}(m_{t}, n_{t}) = \max_{d_{t}} + \tilde{\mathfrak{v}}_{t}(m_{t} - d_{t}, n_{t} + d_{t} + + \mathrm{g}(d_{t})) \end{equation}\] +

+
+

Interior solution must satisfy the first-order condition:

+

+ \[\begin{equation} \mathrm{g}'(d_{t}) = + \frac{\tilde{\mathfrak{v}}_{t}^{l}(l_{t}, + b_{t})}{\tilde{\mathfrak{v}}_{t}^{b}(l_{t}, b_{t})} - 1 + \end{equation}\] +

+
+
+

+ Inverting, we can obtain the optimal choice of + \(d_{t}\): +

+

+ \[\begin{equation} \mathfrak{d}_{t}(l_{t}, b_{t}) = + \mathrm{g}'^{-1}\left( \frac{\tilde{\mathfrak{v}}_{t}^{l}(l_{t}, + b_{t})}{\tilde{\mathfrak{v}}_{t}^{b}(l_{t}, b_{t})} - 1 \right) + \end{equation}\] +

+
+
+
+

Solving the pension problem

+

+ Inverting, we can obtain the optimal choice of + \(d_{t}\): +

+

+ \[\begin{equation} \mathfrak{d}_{t}(l_{t}, b_{t}) = + \mathrm{g}'^{-1}\left( \frac{\tilde{\mathfrak{v}}_{t}^{l}(l_{t}, + b_{t})}{\tilde{\mathfrak{v}}_{t}^{b}(l_{t}, b_{t})} - 1 \right) + \end{equation}\] +

+

Using resource constraints we obtain endogenous grids:

+

+ \[\begin{equation} \mathfrak{n}_{t}(l_{t}, b_{t}) = b_{t} - + \mathfrak{d}_{t}(l_{t}, b_{t}) - + \mathrm{g}(\mathfrak{d}_{t}(l_{t}, b_{t})) \\ + \mathfrak{m}_{t}(l_{t}, b_{t}) = l_{t} + \mathfrak{d}_{t}(l_{t}, + b_{t}) \end{equation}\] +

+
+

+ Now we have the triple + \(\{\mathfrak{m}_t, \mathfrak{n}_t, \mathfrak{d}_t\}\) + where \(\mathfrak{d}_t\) is the + unconstrained approx. of optimal deposit for each + \((\mathfrak{m}_t, \mathfrak{n}_t)\) + corresponding to each + \((l_t, b_t)\). Generally, we can + construct an interpolator as follows: +

+

+ \[\begin{equation} \hat{d_t}(\mathfrak{m}_t, \mathfrak{n}_t) = + \begin{cases} 0 & \text{if } \mathfrak{d}_t < 0 \\ + \mathfrak{d}_t & \text{if } 0 \le \mathfrak{d}_t \le + \mathfrak{m}_t \\ \mathfrak{m}_t & \text{if } \mathfrak{d}_t + > \mathfrak{m}_t \end{cases} \end{equation}\] +

+
+
+
+

Unstructured Grids

+

+ Problem: Rectilinear exogenous grid results in + unstructured endogenous grid +

+
+
+

Exogenous Rectangular Grid

+
+
+

+ +

+
Sparse Pension Exogenous Grid
+
+
+
+
+

Endogenous Unstructured Grid

+
+
+

+
Unstructured Pension Endogenous Grid
+
+
+
+
+

How do we interpolate on this grid?

+
+
+
+

Functional Approximation

+
+
+

Bilinear Interpolation

+ +
+
+

Curvilinear (Warped) Grid Interpolation

+ +

+ See: + White (2015) +

+
+
+

What about Unstructured Grids?

+ +

+ See: + Ludwig and Schön (2018) +

+
+
+

Artificial Neural Networks

+
+
+

+ +

+
+ Figure 1: ANN (Source: scikit-learn.org) +
+
+
+
+
+

Artificial Neural Networks

+
+
+
+
+

+ +

+
+ Figure 1: ANN (Source: scikit-learn.org) +
+
+
+
+
+
    +
  • + Based on biological neural pathways (neurons in a brain) +
    • +
  • + Learns function + \(f(X): R^n \rightarrow R^m\) +
    • +
  • + Consists of +
      +
    • + input (features) \(X\) +
      • +
    • + hidden layers + \(g(\cdots)\) +
      • +
    • + output (target) + \(y = f(X)\) +
      • +
    +
    • +
  • Hidden layers can have many nodes
    • +
  • + Neural nets can have many hidden layers (deep learning) +
    • +
+
+
+
+
+

Gaussian Process Regression

+

+ A Gaussian Process is a + probability distribution over functions +

+

+ \[\begin{equation} \begin{gathered} f(x) \sim + \mathcal{GP}(m(x), k(x, x')) \\ \text{where} \quad m(x) = + \mathbb{E}[f(x)] \\ \text{and} \quad k(x, x') = \mathbb{E}[(f(x) + - m(x))(f(x') - m(x'))] \end{gathered} \end{equation}\] +

+

+ A Gaussian Process Regression is used to find the + function that best fits a set of data points +

+

+ \[\begin{equation} \mathbb{P}(\mathbf{f} | \mathbf{X}) = + \mathcal{N}(\mathbf{f} | \mathbf{m}, \mathbf{K}) + \end{equation}\] +

+

I use standard covariance function

+

+ \[\begin{equation} k(\mathbf{x}_i, \mathbf{x}_j) = \sigma^2_f + \exp\left(-\frac{1}{2l^2} (\mathbf{x}_i - \mathbf{x}_j)' + (\mathbf{x}_i - \mathbf{x}_j)\right). \end{equation}\] +

+
+
+

Approximation

+
+
+
+
+ +
+

Note

+
+
+

Gaussian Processes

+
    +
  • + mathematically equivalent to + neural networks with an + infinite width +
    • +
  • + do not require as much data as neural + networks +
    • +
  • + offers uncertainty quantification of the + mean function +
    • +
  • + can be used to approximate any function + arbitrarily closely +
    • +
+
+
+
+
+
+
+
+ +
+

Universal Approximation Theorem

+
+
+

+ A single hidden-layer ANN can + approximate any continuous function + arbitrarily closely as the number of + neurons in the hidden layer increases. +

+
+
+
+
+
+

An example

+

+ Consider the true function + \(f(x) = x \cos(1.5x)\) sampled + at random points +

+ + +

True Function

+
+
+

An example

+

A random sample of the GP posterior distribution of functions

+ + +

Posterior Sample

+
+
+

An example

+

+ Gaussian Process Regression finds the function that best fits the + data +

+ + +
+
    +
  • + Gaussian Process Regression gives us +
      +
    • + Mean function of the posterior + distribution +
      • +
    • + Uncertainty quantification of the mean + function +
      • +
    • + Can be useful to predict where we might need + more points and update the grid +
      • +
    +
    • +
+
+
+
+

Back to the model

+

Second Stage Pension Endogenous Grid

+
+
+

+
+
+

+ +

+
+
+
+
+

Some Results

+
+
+

Consumption Function

+
+
+

+ +

+
Pension Consumption Function
+
+
+
+
+

Deposit Function

+
+
+

+
Penstion Deposit Function
+
+
+
+
+
+
+

3 decisions: 2-asset HANK with labor

+

+ \[\begin{align} V_t(e, b_{-}, a_{-}) &= \max_{c, n, b, a} + \left\{\frac{c^{1-\sigma}}{1-\sigma} - \varphi + \frac{n^{1+\nu}}{1+\nu} + \beta \mathbb{E}_t\left[V_{t+1}(e', b, + a)|e \right] \right\} \\ c + a + b&= w_t e n + (1 + + r_t^a)a_{-} + (1 + r_t^b)b_{-} - \Psi(a, a_{-}) \\ a &\geq + \underline{a}, \quad b \geq \underline{b} \end{align}\] +

+
+
+

3 decisions: 2-asset HANK with labor

+

+ \[\begin{align} v_t^0(e,b_{-}, a_{-}) &= \max_{n} \left\{ + -\varphi \frac{n^{1+\nu}}{1+\nu} + v_t^1(e,m, a_{-}) \right\} \\ + m &= w_t e n + (1 + r_t^a)a_{-} + (1 + r_t^b)b_{-} + \end{align}\] +

+
+

+ \[\begin{align} v_t^1(e,m,a_{-}) &= \max_{a} + v_t^2(e,\ell,a) \\ \ell + a &= m - \Psi(a, a_{-}) + \end{align}\] +

+
+
+

+ \[\begin{align} v_t^2(e,\ell,a) &= \max_{c,b} + \left\{\frac{c^{1-\sigma}}{1-\sigma} + \beta v_t^3(e,b,a) + \right\}\\ c + b &= \ell \end{align}\] +

+
+
+

+ \[\begin{align} v_t^3(e,b,a) = \mathbb{E}_t\left[V_{t+1}(e', + b, a)|e \right] \end{align}\] +

+
+
+
+

Conditions for using Sequential EGM

+
    +
  • + Model must be +
      +
    • concave
      • +
    • differentiable
      • +
    • continuous
      • +
    • separable
      • +
    +
    • +
+

+ Need an additional function to exploit + invertibility +

+

Examples in this paper:

+
    +
  • + Separable utility function +
      +
    • + \(\mathrm{u}(c, z) = \mathrm{u}(c) + h(z)\) +
      • +
    +
    • +
  • + Continuous and differentiable transition +
      +
    • + \(b_{t} = n_{t} + d_{t} + g(d_{t})\) +
      • +
    +
    • +
+
+
+

Future work

+
    +
  • + Work out abstract class of models that can use EGM\(^n\) +
    • +
  • Use GPUs to compare time/accuracy trade off
    • +
  • Test out model with more choices
    • +
+
+
+

Thank you!

+
+ +
+
+ +
+

+ engine: github.com/econ-ark/HARK +

+

+ code: github.com/alanlujan91/SequentialEGM +

+

+ website: alanlujan91.github.io/SequentialEGM +

+
+
+

References

+
+
+ Barillas, Francisco, and Jesús Fernández-Villaverde. 2007. + “A generalization of the endogenous grid method.” + Journal of Economic Dynamics & Control 31 (August): + 2698–2712. + https://doi.org/10.1016/j.jedc.2006.08.005. +
+
+ Carroll, Christopher D. 2006. + “The method of endogenous gridpoints for solving dynamic + stochastic optimization problems.” + Economics Letters 91 (June): 312–20. + https://doi.org/10.1016/j.econlet.2005.09.013. +
+
+ Druedahl, Jeppe. 2021. + “A guide on solving non-convex + consumption-saving models.” + Computational Economics 58 (October): 747–75. + https://doi.org/10.1007/s10614-020-10045-x. +
+
+ Druedahl, Jeppe, and Thomas Høgholm Jørgensen. 2017. + “A general endogenous grid method for multi-dimensional + models with non-convexities and constraints.” + Journal of Economic Dynamics & Control 74 + (January): 87–107. + https://doi.org/10.1016/j.jedc.2016.11.005. +
+
+ Ludwig, Alexander, and Matthias Schön. 2018. + “Endogenous Grids in Higher Dimensions: + Delaunay Interpolation and Hybrid Methods.” + Computational Economics 51 (March): 463–92. + https://doi.org/10.1007/s10614-016-9611-2. +
+
+ White, Matthew N. 2015. + “The method of endogenous gridpoints in theory and + practice.” + Journal of Economic Dynamics & Control 60 + (November): 26–41. + https://doi.org/10.1016/j.jedc.2015.08.001. +
+
+
+

+
+

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+
+
+
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-
- -

June 26, 2024

-
-
-

Bellman’s Priciple of Optimality

-
-

An optimal policy has the property that whatever the initial state and initial decision are, the remaining decisions must constitute an optimal policy with regard to the state resulting from the first decision.

-
-
-

Motivation

-
    -
  • Structural modeling of decision making under uncertainty
    • -
  • Modern Economics requires solving complex problems that are computationally challenging and time consuming
    • -
-

Main Contributions

-
    -

  • Extending the Endogenous Grid Method (EGM) to models with multiple states and controls

    • -

  • Using Gaussian Process Regression (ML) to handle unstructured grids

    • -
-
-
-
-

A simple consumption-savings problem

-

Agent maximizes present discounted value (PDV) of lifetime utility

-

\[\begin{equation} -\max_{c_t} \sum_{t=0}^{\infty} \beta^t \mathrm{u}(c_t) -\end{equation}\]

-

Recursive Bellman equation

-

\[\begin{equation} -\begin{split} -v_t(m_t) & = \max_{c_t} \mathrm{u}(c_t) + \beta\mathbb{E}_t \left[ v_{t+1}(m_{t+1}) \right] \\ -\text{s.t.} & \quad 0 < c_t \leq m_t \\ -a_t & = m_t - c_t \\ -m_{t+1} & = \mathsf{R}a_t + \theta_{t+1} -\end{split} -\end{equation}\]

-
-
-

A simple consumption-savings problem

-

Recursive Bellman equation

-

\[\begin{equation} -\begin{split} -v_t(m_t) & = \max_{c_t} \mathrm{u}(c_t) + \beta\mathbb{E}_t \left[ v_{t+1}(m_{t+1}) \right] \\ -\text{s.t.} & \quad 0 < c_t \leq m_t \\ -a_t & = m_t - c_t \\ -m_{t+1} & = \mathsf{R}a_t + \theta_{t+1} -\end{split} -\end{equation}\]

-

How do we solve this problem?

-
    -
  • Value Function Iteration (VFI) -
      -
    • Discretize state space (interpolation)
      • -
    • Grid search optimization (brute force, iterative)
      • -
    • -
-
-
-

The Endogenous Grid Method by Carroll (2006)

-

\[\begin{equation} -v_t(m_t) = \max_{c_t} \mathrm{u}(c_t) + \beta\mathbb{E}_t \left[ v_{t+1}(\mathsf{R}(m_t - c_t) + \theta_{t+1}) \right] -\end{equation}\]

-

\[\begin{equation} -u'(c_t) = \beta\mathsf{R}\mathbb{E}_t \left[ v_{t+1}'(\mathsf{R}(m_t - c_t) + \theta_{t+1}) \right] -\end{equation}\]

-

\[\begin{equation} -\mathfrak{c}_t([\mathrm{a}]) = \mathrm{u}'^{-1} \left( \beta\mathsf{R}\mathbb{E}_t \left[ v_{t+1}'(\mathsf{R}[\mathrm{a}]+ \theta_{t+1}) \right] \right) -\end{equation}\]

-

\[\begin{equation} -\mathfrak{m}_t([\mathrm{a}]) = \mathfrak{c}_t([\mathrm{a}]) + [\mathrm{a}] -\end{equation}\]

-
-

Contribution: \((\mathfrak{m}_t, \mathfrak{c}_t) \quad \Rightarrow \quad \hat{c}_t(\mathfrak{m}_t) = \mathfrak{c}_t\)

-
    -
  • Simple: Inverted Euler equation
    • -
  • Fast: No root-finding or grid search optimization required
    • -
  • Efficient: Finds exact solution at each gridpoint
    • -
-
-
-
-

Limitations of EGM

-
    -
  • One-dimensional problems/sub-problems (nested) -
      -
    • (GEGM) Barillas and Fernández-Villaverde (2007)
      • -
    • (NEGM) Druedahl (2021)
      • -
    • -
  • Can result in non-rectangular grids -
      -
    • (Curvilinear) White (2015)
      • -
    • (Triangular) Ludwig and Schön (2018)
      • -
    • -
-
-
-

EGMn: The Sequential Endogenous Grid Method

-
    -
  • Insight: Problems in which agent makes several simultaneous choices can be decomposed into sequence of problems
    • -
  • Challenge: Rectilinear exogenous grid results in unstructured endogenous grid
    • -
  • Solution: Use machine learning to interpolate on unstructured grids
    • -
-
-

Contribution:

-
    -
  • Simple, Fast, Efficient: Inherits properties of EGM
    • -
  • Multi-dimensional: Can be used for problems with multiple state variables and decisions
    • -
  • Cutting-edge: Functional approximation and uncertainty quantification approach using Gaussian Process Regression
    • -
-
-
-
-

A consumption - leisure problem

-

Agent maximizes PDV of lifetime utility

-

\[\begin{equation} -\mathrm{V}_0(B_0, \theta_0) = \max_{C_{t}, Z_{t}} \mathbb{E}_{t} \left[ \sum_{t = 0}^{T} \beta^{t} \mathrm{u}(C_{t}, Z_{t}) \right] -\end{equation}\]

-
-

Recursive Bellman equation in normalized form:

-

\[\begin{equation} -\begin{split} - \mathrm{v}_{t}(b_{t}, \theta_{t}) & = \max_{\{c_{t}, - z_{t}\}} \mathrm{u}(c_{t}, z_{t}) + - \beta\mathbb{E}_{t} \left[ \Gamma_{t+1}^{1-\rho} - \mathrm{v}_{t+1} (b_{t+1}, - \theta_{t+1}) \right] \\ - \ell_{t} & = 1 - z_{t} \\ - m_{t} & = b_{t} + \theta_{t} \mathsf{w}\ell_{t} \\ - a_{t} & = m_{t} - c_{t} \\ - - b_{t+1} & = a_{t} \mathsf{R}/ \Gamma_{t+1} - \end{split} -\end{equation}\]

-
-
-
-

A consumption - leisure problem

-

Recursive Bellman equation in normalized form:

-

\[\begin{equation} -\begin{split} - \mathrm{v}_{t}(b_{t}, \theta_{t}) & = \max_{\{c_{t}, - z_{t}\}} \mathrm{u}(c_{t}, z_{t}) + - \beta\mathbb{E}_{t} \left[ \Gamma_{t+1}^{1-\rho} - \mathrm{v}_{t+1} (b_{t+1}, - \theta_{t+1}) \right] \\ - \ell_{t} & = 1 - z_{t} \\ - m_{t} & = b_{t} + \theta_{t} \mathsf{w}\ell_{t} \\ - a_{t} & = m_{t} - c_{t} \\ - - b_{t+1} & = a_{t} \mathsf{R}/ \Gamma_{t+1} - \end{split} -\end{equation}\]

-

where

-

\[\begin{equation} - \mathrm{u}(C, Z) = u(C) + h(Z) = \frac{C^{1-\rho}}{1-\rho} + \nu^{1-\rho} \frac{Z^{1-\zeta}}{1-\zeta} -\end{equation}\]

-
-
-

Breaking up the problem into sequences

-

Starting from the beginning of the period, we can define the labor-leisure problem as

-

\[\begin{equation} -\begin{split} - \mathrm{v}_{t}(b_{t}, \theta_{t}) & = \max_{ z_{t}} - h(z_{t}) + \tilde{\mathfrak{v}}_{t} (m_{t}) \\ - & \text{s.t.} \\ - 0 & \leq z_{t} \leq 1 \\ - \ell_{t} & = 1 - z_{t} \\ - m_{t} & = b_{t} + \theta_{t} \mathsf{w}\ell_{t}. - \end{split} -\end{equation}\]

-
-

The pure consumption-saving problem is then

-

\[\begin{equation} -\begin{split} - \tilde{\mathfrak{v}}_{t}(m_{t}) & = \max_{c_{t}} u(c_{t}) + \beta\mathfrak{v}_{t}(a_{t}) \\ - & \text{s.t.} \\ - 0 & \leq c_{t} \leq m_{t} \\ - a_{t} & = m_{t} - c_{t}. - \end{split} -\end{equation}\]

-
-
-
-

Breaking up the problem into sequences

-
-
-

Starting from the beginning of the period, we can define the labor-leisure problem as

-

\[\begin{equation} -\begin{split} - \mathrm{v}_{t}(b_{t}, \theta_{t}) & = \max_{ z_{t}} - h(z_{t}) + \tilde{\mathfrak{v}}_{t} (m_{t}) \\ - & \text{s.t.} \\ - 0 & \leq z_{t} \leq 1 \\ - \ell_{t} & = 1 - z_{t} \\ - m_{t} & = b_{t} + \theta_{t} \mathsf{w}\ell_{t}. - \end{split} -\end{equation}\]

-
-

The pure consumption-saving problem is then

-

\[\begin{equation} -\begin{split} - \tilde{\mathfrak{v}}_{t}(m_{t}) & = \max_{c_{t}} u(c_{t}) + \beta\mathfrak{v}_{t}(a_{t}) \\ - & \text{s.t.} \\ - 0 & \leq c_{t} \leq m_{t} \\ - a_{t} & = m_{t} - c_{t}. - \end{split} -\end{equation}\]

-
-
-

Finally, the post-decision value function is

-

\[\begin{equation} -\begin{split} - \mathfrak{v}_{t}(a_{t}) & = - \mathbb{E}_{t} \left[ \Gamma_{t+1}^{1-\rho} - \mathrm{v}_{t+1}(b_{t+1}, - \theta_{t+1}) \right] \\ - & \text{s.t.} \\ - b_{t+1} & = a_{t} \mathsf{R}/ \Gamma_{t+1}. - \end{split} -\end{equation}\]

-
-
-

Solving Labor-Leisure (EGM, Again)

-

We can condense the labor-leisure problem into a single equation:

-

\[\begin{equation} -\mathrm{v}_{t}(b_{t}, \theta_{t}) = \max_{ z_{t}} - h(z_{t}) + \tilde{\mathfrak{v}}_{t}(b_{t} + - \theta_{t} \mathsf{w}(1-z_{t})) -\end{equation}\]

-
-

Interior solution must satisfy the first-order condition:

-

\[\begin{equation} -h'(z_{t}) = \tilde{\mathfrak{v}}_{t}'(m_{t}) \theta_{t} \mathsf{w} -\end{equation}\]

-
-
-

EGM consists of inverting the first-order condition to find leisure function:

-

\[\begin{equation} -\mathfrak{z}_{t}([\mathrm{m}], [\mathrm{\theta}]) = h'^{-1}\left( - \tilde{\mathfrak{v}}_{t}'([\mathrm{m}]) \mathsf{w}[\mathrm{\theta}]\right) -\end{equation}\]

-
-
-
-

Solving Labor-Leisure (EGM, Again)

-

Using market resources condition we obtain endogenous grid:

-

\[\mathfrak{b}_{t}([\mathrm{m}], [\mathrm{\theta}]) = [\mathrm{m}]- - [\mathrm{\theta}]\mathsf{w}(1-\mathfrak{z}_{t}([\mathrm{m}], [\mathrm{\theta}]))\]

-
-

So now we have the triple \((\mathfrak{z}_t, \mathfrak{b}_t, \theta)\), where \(\mathfrak{z}_t\) is the unconstrained approx. of optimal leisure for each \((\mathfrak{b}_t, \theta)\) corresponding to each \(([\mathrm{m}], [\mathrm{\theta}])\). Generally, we can construct an interpolator as follows:

-

\[z_t(\mathfrak{b}_t, \theta) = \mathfrak{z}_t\]

-
-
-

Actual leisure function is bounded between 0 and 1:

-

\[\begin{equation} -\hat{z}_{t}(b, \theta) = \max \left[ \min \left[ z_{t}(b, \theta), 1 \right], 0 \right] -\end{equation}\]

-
-
-
-

Pretty Simple, Right?

-

What is the problem?

- - - - - -
-Exogenous Rectangular Grid
Exogenous Rectangular Grid -		 -Endogenous Curvilinear Grid
Endogenous Curvilinear Grid -
-
    -
  • One solution: Curvilinear Interpolation by White (2015)
    • -
-
-
-

A more complex problem

-

Consumption - Pension Deposit Problem as in Druedahl and Jørgensen (2017)

-

\[\begin{equation} -\begin{split} - \mathrm{v}_{t}(m_{t}, n_{t}) & = \max_{c_{t}, d_{t}} u(c_{t}) + \beta\mathbb{E}_{t} \left[ \mathrm{v}_{t+1}(m_{t+1}, n_{t+1}) \right] \\ - & \text{s.t.} \quad c_{t} > 0, \quad d_{t} \ge 0 \\ - a_{t} & = m_{t} - c_{t} - d_{t} \\ - b_{t} & = n_{t} + d_{t} + g(d_{t}) \\ - m_{t+1} & = a_{t} \mathsf{R}+ \theta_{t+1} \\ - n_{t+1} & = b_{t} \mathbf{R}_{t+1} - \end{split} -\end{equation}\]

-
-

where

-

\[\begin{equation} - \mathrm{u}(c) = \frac{c^{1-\rho}}{1-\rho} \qquad \text{and} \qquad \mathrm{g}(d) = \chi\log(1+d). -\end{equation}\]

-

is a tax-advantaged premium on pension contributions.

-
-
-
-

G2EGM from
Druedahl and Jørgensen (2017)

-
    -
  • If we try to use EGM: -
      -
    • 2 first order conditions
      • -
    • multiple constraints difficult to handle
      • -
    • segments: combinations of first order conditions and constraints
      • -
    • \(2^{d}\) segments where \(d\) is number of control variables
      • -
    • requires local triangulation interpolation
      • -
    • -
-
-
-

Breaking up the problem makes it easier

-

Consider the problem of a consumer who chooses how much to put into a pension account:

-

\[\begin{equation} -\begin{split} - \mathrm{v}_{t}(m_{t}, n_{t}) & = \max_{d_{t}} \tilde{\mathfrak{v}}_{t}(l_{t}, b_{t}) \\ - & \text{s.t.} \quad 0 \le d_{t} \le m_t \\ - l_{t} & = m_{t} - d_{t} \\ - b_{t} & = n_{t} + d_{t} + g(d_{t}) - \end{split} -\end{equation}\]

-
-

After, the consumer chooses how much to consume out of liquid savings:

-

\[\begin{equation} -\begin{split} - \tilde{\mathfrak{v}}_{t}(l_{t}, b_{t}) & = \max_{c_{t}} u(c_{t}) + \beta\mathrm{w}_{t}(a_{t}, b_{t}) \\ - & \text{s.t.} \quad 0 < c_{t} \le m_t - \\ - a_{t} & = l_{t} - c_{t} - \end{split} -\end{equation}\]

-
-
-
-

Breaking up the problem makes it easier

-
-
-

Consider the problem of a consumer who chooses how much to put into a pension account:

-

\[\begin{equation} -\begin{split} - \mathrm{v}_{t}(m_{t}, n_{t}) & = \max_{d_{t}} \tilde{\mathfrak{v}}_{t}(l_{t}, b_{t}) \\ - & \text{s.t.} \quad 0 \le d_{t} \le m_t \\ - l_{t} & = m_{t} - d_{t} \\ - b_{t} & = n_{t} + d_{t} + g(d_{t}) - \end{split} -\end{equation}\]

-
-

After, the consumer chooses how much to consume out of liquid savings:

-

\[\begin{equation} -\begin{split} - \tilde{\mathfrak{v}}_{t}(l_{t}, b_{t}) & = \max_{c_{t}} u(c_{t}) + \beta\mathrm{w}_{t}(a_{t}, b_{t}) \\ - & \text{s.t.} \quad 0 < c_{t} \le m_t - \\ - a_{t} & = l_{t} - c_{t} - \end{split} -\end{equation}\]

-
-
-

And the post-decision value function is defined as:

-

\[\begin{equation} -\begin{split} - \mathrm{w}_t(a_t, b_t) & = \mathbb{E}_{t} \left[ \mathrm{v}_{t+1}(m_{t+1}, n_{t+1}) \right] \\ - & \text{s.t.} \\ - m_{t+1} & = a_{t} \mathsf{R}+ \theta_{t+1} \\ - n_{t+1} & = b_{t} \mathbf{R}_{t+1} -\end{split} -\end{equation}\]

-
-
-

Breaking up the problem makes it easier

-
-
-

Consider the problem of a consumer who chooses how much to put into a pension account:

-

\[\begin{equation} -\begin{split} - \mathrm{v}_{t}(m_{t}, n_{t}) & = \max_{d_{t}} \tilde{\mathfrak{v}}_{t}(l_{t}, b_{t}) \\ - & \text{s.t.} \quad 0 \le d_{t} \le m_t \\ - l_{t} & = m_{t} - d_{t} \\ - b_{t} & = n_{t} + d_{t} + g(d_{t}) - \end{split} -\end{equation}\]

-
-

After, the consumer chooses how much to consume out of liquid savings:

-

\[\begin{equation} -\begin{split} - \tilde{\mathfrak{v}}_{t}(l_{t}, b_{t}) & = \max_{c_{t}} u(c_{t}) + \beta\mathrm{w}_{t}(a_{t}, b_{t}) \\ - & \text{s.t.} \quad 0 < c_{t} \le m_t - \\ - a_{t} & = l_{t} - c_{t} - \end{split} -\end{equation}\]

-
-
-
-
-

And the post-decision value function is defined as:

-

\[\begin{equation} -\begin{split} - \mathrm{w}_t(a_t, b_t) & = \mathbb{E}_{t} \left[ \mathrm{v}_{t+1}(m_{t+1}, n_{t+1}) \right] \\ - & \text{s.t.} \\ - m_{t+1} & = a_{t} \mathsf{R}+ \theta_{t+1} \\ - n_{t+1} & = b_{t} \mathbf{R}_{t+1} -\end{split} -\end{equation}\]

-
-

Steps:

-
    -
  1. Compute \(\mathrm{w}_t(a_t, b_t)\)
    2. -
  2. Solve consumption problem (EGM)
    3. -
  3. Solve pension problem (EGM, again)
    4. -
  4. Done!
    5. -
-
-
-
-
-

Solving the pension problem

-

The pension problem, more compactly

-

\[\begin{equation} -\mathrm{v}_{t}(m_{t}, n_{t}) = \max_{d_{t}} - \tilde{\mathfrak{v}}_{t}(m_{t} - d_{t}, n_{t} + d_{t} + \mathrm{g}(d_{t})) -\end{equation}\]

-
-

Interior solution must satisfy the first-order condition:

-

\[\begin{equation} -\mathrm{g}'(d_{t}) = \frac{\tilde{\mathfrak{v}}_{t}^{l}(l_{t}, - b_{t})}{\tilde{\mathfrak{v}}_{t}^{b}(l_{t}, b_{t})} - 1 -\end{equation}\]

-
-
-

Inverting, we can obtain the optimal choice of \(d_{t}\):

-

\[\begin{equation} -\mathfrak{d}_{t}(l_{t}, b_{t}) = \mathrm{g}'^{-1}\left( - \frac{\tilde{\mathfrak{v}}_{t}^{l}(l_{t}, - b_{t})}{\tilde{\mathfrak{v}}_{t}^{b}(l_{t}, - b_{t})} - 1 \right) -\end{equation}\]

-
-
-
-

Solving the pension problem

-

Inverting, we can obtain the optimal choice of \(d_{t}\):

-

\[\begin{equation} -\mathfrak{d}_{t}(l_{t}, b_{t}) = \mathrm{g}'^{-1}\left( - \frac{\tilde{\mathfrak{v}}_{t}^{l}(l_{t}, - b_{t})}{\tilde{\mathfrak{v}}_{t}^{b}(l_{t}, - b_{t})} - 1 \right) -\end{equation}\]

-

Using resource constraints we obtain endogenous grids:

-

\[\begin{equation} - \mathfrak{n}_{t}(l_{t}, b_{t}) = b_{t} - - \mathfrak{d}_{t}(l_{t}, b_{t}) - \mathrm{g}(\mathfrak{d}_{t}(l_{t}, - b_{t})) \\ - \mathfrak{m}_{t}(l_{t}, b_{t}) = l_{t} + - \mathfrak{d}_{t}(l_{t}, b_{t}) -\end{equation}\]

-
-

Now we have the triple \(\{\mathfrak{m}_t, \mathfrak{n}_t, \mathfrak{d}_t\}\) where \(\mathfrak{d}_t\) is the unconstrained approx. of optimal deposit for each \((\mathfrak{m}_t, \mathfrak{n}_t)\) corresponding to each \((l_t, b_t)\). Generally, we can construct an interpolator as follows:

-

\[\begin{equation} -\hat{d_t}(\mathfrak{m}_t, \mathfrak{n}_t) = \begin{cases} -0 & \text{if } \mathfrak{d}_t < 0 \\ -\mathfrak{d}_t & \text{if } 0 \le \mathfrak{d}_t \le \mathfrak{m}_t \\ -\mathfrak{m}_t & \text{if } \mathfrak{d}_t > \mathfrak{m}_t -\end{cases} -\end{equation}\]

-
-
-
-

Unstructured Grids

-

Problem: Rectilinear exogenous grid results in unstructured endogenous grid

-
-
-

Exogenous Rectangular Grid

-
-
-

-
Sparse Pension Exogenous Grid
-
-
-
-

Endogenous Unstructured Grid

-
-
-

-
Unstructured Pension Endogenous Grid
-
-
-
-
-

How do we interpolate on this grid?

-
-
-
-

Functional Approximation

- -
-
-

Bilinear Interpolation

- -
-
-

Curvilinear (Warped) Grid Interpolation

- -

See: White (2015)

-
-
-

What about Unstructured Grids?

- -

See: Ludwig and Schön (2018)

-
-
-

Artificial Neural Networks

-
-
-

-
Figure 1: ANN (Source: scikit-learn.org)
-
-
-
-
-

Artificial Neural Networks

-
-
-
-
-

-
Figure 1: ANN (Source: scikit-learn.org)
-
-
-
-
    -
  • Based on biological neural pathways (neurons in a brain)
    • -
  • Learns function \(f(X): R^n \rightarrow R^m\)
    • -
  • Consists of -
      -
    • input (features) \(X\)
      • -
    • hidden layers \(g(\cdots)\)
      • -
    • output (target) \(y = f(X)\)
      • -
    • -
  • Hidden layers can have many nodes
    • -
  • Neural nets can have many hidden layers (deep learning)
    • -
-
-
-
-
-

Gaussian Process Regression

-

A Gaussian Process is a probability distribution over functions

-

\[\begin{equation} -\begin{gathered} - f(x) \sim \mathcal{GP}(m(x), k(x, x')) \\ - \text{where} \quad m(x) = \mathbb{E}[f(x)] \\ - \text{and} \quad k(x, x') = \mathbb{E}[(f(x) - m(x))(f(x') - m(x'))] - \end{gathered} -\end{equation}\]

-

A Gaussian Process Regression is used to find the function that best fits a set of data points

-

\[\begin{equation} -\mathbb{P}(\mathbf{f} | \mathbf{X}) = \mathcal{N}(\mathbf{f} | \mathbf{m}, \mathbf{K}) -\end{equation}\]

-

I use standard covariance function

-

\[\begin{equation} -k(\mathbf{x}_i, \mathbf{x}_j) = \sigma^2_f \exp\left(-\frac{1}{2l^2} (\mathbf{x}_i - \mathbf{x}_j)' (\mathbf{x}_i - \mathbf{x}_j)\right). -\end{equation}\]

-
-
-

Approximation

-
-
-
-
- -
-

Note

-
-
-

Gaussian Processes

-
    -
  • mathematically equivalent to neural networks with an infinite width
    • -
  • do not require as much data as neural networks
    • -
  • offers uncertainty quantification of the mean function
    • -
  • can be used to approximate any function arbitrarily closely
    • -
-
-
-
-
-
-
-
- -
-

Universal Approximation Theorem

-
-
-

A single hidden-layer ANN can approximate any continuous function arbitrarily closely as the number of neurons in the hidden layer increases.

-
-
-
-
-
-

An example

-

Consider the true function \(f(x) = x \cos(1.5x)\) sampled at random points

- -

True Function

-
-

An example

-

A random sample of the GP posterior distribution of functions

- -

Posterior Sample

-
-

An example

-

Gaussian Process Regression finds the function that best fits the data

- -
-
    -
  • Gaussian Process Regression gives us -
      -
    • Mean function of the posterior distribution
      • -
    • Uncertainty quantification of the mean function
      • -
    • Can be useful to predict where we might need more points and update the grid
      • -
    • -
-
-
-
-

Back to the model

-

Second Stage Pension Endogenous Grid

-
-
-

-
-

-
-
-
-
-

Some Results

-
-
-

Consumption Function

-
-
-

-
Pension Consumption Function
-
-
-
-

Deposit Function

-
-
-

-
Penstion Deposit Function
-
-
-
-
-
-
-

3 decisions: 2-asset HANK with labor

-

\[\begin{align} -V_t(e, b_{-}, a_{-}) &= \max_{c, n, b, a} \left\{\frac{c^{1-\sigma}}{1-\sigma} - \varphi \frac{n^{1+\nu}}{1+\nu} + \beta \mathbb{E}_t\left[V_{t+1}(e', b, a)|e \right] \right\} -\\ -c + a + b&= w_t e n + (1 + r_t^a)a_{-} + (1 + r_t^b)b_{-} - \Psi(a, a_{-}) -\\ -a &\geq \underline{a}, \quad b \geq \underline{b} -\end{align}\]

-
-
-

3 decisions: 2-asset HANK with labor

-

\[\begin{align} -v_t^0(e,b_{-}, a_{-}) &= \max_{n} \left\{ -\varphi \frac{n^{1+\nu}}{1+\nu} + v_t^1(e,m, a_{-}) \right\} \\ -m &= w_t e n + (1 + r_t^a)a_{-} + (1 + r_t^b)b_{-} -\end{align}\]

-
-

\[\begin{align} -v_t^1(e,m,a_{-}) &= \max_{a} v_t^2(e,\ell,a) \\ -\ell + a &= m - \Psi(a, a_{-}) -\end{align}\]

-
-
-

\[\begin{align} -v_t^2(e,\ell,a) &= \max_{c,b} \left\{\frac{c^{1-\sigma}}{1-\sigma} + \beta v_t^3(e,b,a) \right\}\\ -c + b &= \ell -\end{align}\]

-
-
-

\[\begin{align} -v_t^3(e,b,a) = \mathbb{E}_t\left[V_{t+1}(e', b, a)|e \right] -\end{align}\]

-
-
-
-

Conditions for using Sequential EGM

-
    -
  • Model must be -
      -
    • concave
      • -
    • differentiable
      • -
    • continuous
      • -
    • separable
      • -
    • -
-

Need an additional function to exploit invertibility

-

Examples in this paper:

-
    -
  • Separable utility function -
      -
    • \(\mathrm{u}(c, z) = \mathrm{u}(c) + h(z)\)
      • -
    • -
  • Continuous and differentiable transition -
      -
    • \(b_{t} = n_{t} + d_{t} + g(d_{t})\)
      • -
    • -
-
-
-

Future work

-
    -
  • Work out abstract class of models that can use EGM\(^n\)
    • -
  • Use GPUs to compare time/accuracy trade off
    • -
  • Test out model with more choices
    • -
-
-
-

Thank you!

-
- -
-
- -
-

engine: github.com/econ-ark/HARK

-

code: github.com/alanlujan91/SequentialEGM

-

website: alanlujan91.github.io/SequentialEGM

-
-
-

References

-
-
-Barillas, Francisco, and Jesús Fernández-Villaverde. 2007. “A generalization of the endogenous grid method.” Journal of Economic Dynamics & Control 31 (August): 2698–2712. https://doi.org/10.1016/j.jedc.2006.08.005. -
-
-Carroll, Christopher D. 2006. “The method of endogenous gridpoints for solving dynamic stochastic optimization problems.” Economics Letters 91 (June): 312–20. https://doi.org/10.1016/j.econlet.2005.09.013. -
-
-Druedahl, Jeppe. 2021. “A guide on solving non-convex consumption-saving models.” Computational Economics 58 (October): 747–75. https://doi.org/10.1007/s10614-020-10045-x. -
-
-Druedahl, Jeppe, and Thomas Høgholm Jørgensen. 2017. “A general endogenous grid method for multi-dimensional models with non-convexities and constraints.” Journal of Economic Dynamics & Control 74 (January): 87–107. https://doi.org/10.1016/j.jedc.2016.11.005. -
-
-Ludwig, Alexander, and Matthias Schön. 2018. “Endogenous Grids in Higher Dimensions: Delaunay Interpolation and Hybrid Methods.” Computational Economics 51 (March): 463–92. https://doi.org/10.1007/s10614-016-9611-2. -
-
-White, Matthew N. 2015. “The method of endogenous gridpoints in theory and practice.” Journal of Economic Dynamics & Control 60 (November): 26–41. https://doi.org/10.1016/j.jedc.2015.08.001. -
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(n[t] = r) : delete n[t], this; - }, - }), - (t.exports = e), - (t.exports.TinyEmitter = e); - }, - }), - (r = {}), - (o.n = function (t) { - var e = - t && t.__esModule - ? function () { - return t.default; - } - : function () { - return t; - }; - return o.d(e, { a: e }), e; - }), - (o.d = function (t, e) { - for (var n in e) - o.o(e, n) && - !o.o(t, n) && - Object.defineProperty(t, n, { enumerable: !0, get: e[n] }); - }), - (o.o = function (t, e) { - return Object.prototype.hasOwnProperty.call(t, e); - }), - o(686).default - ); - function o(t) { - if (r[t]) return r[t].exports; - var e = (r[t] = { exports: {} }); - return n[t](e, e.exports, o), e.exports; - } - var n, r; -}); diff --git a/docs/index_files/libs/quarto-contrib/videojs/video-js.css b/docs/index_files/libs/quarto-contrib/videojs/video-js.css deleted file mode 100644 index f9a6f7fc..00000000 --- a/docs/index_files/libs/quarto-contrib/videojs/video-js.css +++ /dev/null @@ -1,1954 +0,0 @@ -@charset "UTF-8"; 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"" : t + "px"), - void (i || this.trigger("componentresize")) - ); - if (!this.el_) return 0; - (t = this.el_.style[e]), (i = t.indexOf("px")); - return -1 !== i - ? parseInt(t.slice(0, i), 10) - : parseInt(this.el_["offset" + ut(e)], 10); - }), - (e.currentDimension = function (e) { - var t = 0; - if ("width" !== e && "height" !== e) - throw new Error( - "currentDimension only accepts width or height value", - ); - return ( - (t = w(this.el_, e)), - (0 !== (t = parseFloat(t)) && !isNaN(t)) || - ((e = "offset" + ut(e)), (t = this.el_[e])), - t - ); - }), - (e.currentDimensions = function () { - return { - width: this.currentDimension("width"), - height: this.currentDimension("height"), - }; - }), - (e.currentWidth = function () { - return this.currentDimension("width"); - }), - (e.currentHeight = function () { - return this.currentDimension("height"); - }), - (e.focus = function () { - this.el_.focus(); - }), - (e.blur = function () { - this.el_.blur(); - }), - (e.handleKeyDown = function (e) { - this.player_ && - (ht.isEventKey(e, "Tab") || e.stopPropagation(), - this.player_.handleKeyDown(e)); - }), - (e.handleKeyPress = function (e) { - this.handleKeyDown(e); - }), - (e.emitTapEvents = function () { - var i, - t = 0, - n = null; - this.on("touchstart", function (e) { - 1 === e.touches.length && - ((n = { pageX: e.touches[0].pageX, pageY: e.touches[0].pageY }), - (t = window.performance.now()), - (i = !0)); - }), - this.on("touchmove", function (e) { - var t; - 1 < e.touches.length - ? (i = !1) - : n && - ((t = e.touches[0].pageX - n.pageX), - (e = e.touches[0].pageY - n.pageY), - 10 < Math.sqrt(t * t + e * e) && (i = !1)); - }); - function e() { - i = !1; - } - this.on("touchleave", e), - this.on("touchcancel", e), - this.on("touchend", function (e) { - !(n = null) === i && - window.performance.now() - t < 200 && - (e.preventDefault(), this.trigger("tap")); - }); - }), - (e.enableTouchActivity = function () { - var t, i, e; - this.player() && - this.player().reportUserActivity && - ((t = Ve(this.player(), this.player().reportUserActivity)), - this.on("touchstart", function () { - t(), this.clearInterval(i), (i = this.setInterval(t, 250)); - }), - (e = function (e) { - t(), this.clearInterval(i); - }), - this.on("touchmove", t), - this.on("touchend", e), - this.on("touchcancel", e)); - }), - (e.setTimeout = function (e, t) { - var i, - n = this; - return ( - (e = Ve(this, e)), - this.clearTimersOnDispose_(), - (i = window.setTimeout(function () { - n.setTimeoutIds_.has(i) && n.setTimeoutIds_.delete(i), e(); - }, t)), - this.setTimeoutIds_.add(i), - i - ); - }), - (e.clearTimeout = function (e) { - return ( - this.setTimeoutIds_.has(e) && - (this.setTimeoutIds_.delete(e), window.clearTimeout(e)), - e - ); - }), - (e.setInterval = function (e, t) { - (e = Ve(this, e)), this.clearTimersOnDispose_(); - t = window.setInterval(e, t); - return this.setIntervalIds_.add(t), t; - }), - (e.clearInterval = function (e) { - return ( - this.setIntervalIds_.has(e) && - (this.setIntervalIds_.delete(e), window.clearInterval(e)), - e - ); - }), - (e.requestAnimationFrame = function (e) { - var t, - i = this; - return this.supportsRaf_ - ? (this.clearTimersOnDispose_(), - (e = Ve(this, e)), - (t = window.requestAnimationFrame(function () { - i.rafIds_.has(t) && i.rafIds_.delete(t), e(); - })), - this.rafIds_.add(t), - t) - : this.setTimeout(e, 1e3 / 60); - }), - (e.requestNamedAnimationFrame = function (e, t) { - var i = this; - if (!this.namedRafs_.has(e)) { - this.clearTimersOnDispose_(), (t = Ve(this, t)); - var n = this.requestAnimationFrame(function () { - t(), i.namedRafs_.has(e) && i.namedRafs_.delete(e); - }); - return this.namedRafs_.set(e, n), e; - } - }), - (e.cancelNamedAnimationFrame = function (e) { - this.namedRafs_.has(e) && - (this.cancelAnimationFrame(this.namedRafs_.get(e)), - this.namedRafs_.delete(e)); - }), - (e.cancelAnimationFrame = function (e) { - return this.supportsRaf_ - ? (this.rafIds_.has(e) && - (this.rafIds_.delete(e), window.cancelAnimationFrame(e)), - e) - : this.clearTimeout(e); - }), - (e.clearTimersOnDispose_ = function () { - var n = this; - this.clearingTimersOnDispose_ || - ((this.clearingTimersOnDispose_ = !0), - this.one("dispose", function () { - [ - ["namedRafs_", "cancelNamedAnimationFrame"], - ["rafIds_", "cancelAnimationFrame"], - ["setTimeoutIds_", "clearTimeout"], - ["setIntervalIds_", "clearInterval"], - ].forEach(function (e) { - var t = e[0], - i = e[1]; - n[t].forEach(function (e, t) { - return n[i](t); - }); - }), - (n.clearingTimersOnDispose_ = !1); - })); - }), - (s.registerComponent = function (e, t) { - if ("string" != typeof e || !e) - throw new Error( - 'Illegal component name, "' + e + '"; must be a non-empty string.', - ); - var i = s.getComponent("Tech"), - n = i && i.isTech(t), - i = s === t || s.prototype.isPrototypeOf(t.prototype); - if (n || !i) { - var r = n - ? "techs must be registered using Tech.registerTech()" - : "must be a Component subclass"; - throw new Error('Illegal component, "' + e + '"; ' + r + "."); - } - (e = ut(e)), s.components_ || (s.components_ = {}); - r = s.getComponent("Player"); - if ("Player" === e && r && r.players) { - var a = r.players, - r = Object.keys(a); - if ( - a && - 0 < r.length && - r - .map(function (e) { - return a[e]; - }) - .every(Boolean) - ) - throw new Error( - "Can not register Player component after player has been created.", - ); - } - return (s.components_[e] = t), (s.components_[ot(e)] = t); - }), - (s.getComponent = function (e) { - if (e && s.components_) return s.components_[e]; - }), - s - ); - })(); - (pt.prototype.supportsRaf_ = - "function" == typeof window.requestAnimationFrame && - "function" == typeof window.cancelAnimationFrame), - pt.registerComponent("Component", pt); - var ft = function (e) { - if (void 0 === e) - throw new ReferenceError( - "this hasn't been initialised - super() hasn't been called", - ); - return e; - }; - var mt = function (e, t) { - (e.prototype = Object.create(t.prototype)), - ((e.prototype.constructor = e).__proto__ = t); - }; - function gt(e, t, i, n) { - return ( - (function (e, t, i) { - if ("number" != typeof t || t < 0 || i < t) - throw new Error( - "Failed to execute '" + - e + - "' on 'TimeRanges': The index provided (" + - t + - ") is non-numeric or out of bounds (0-" + - i + - ").", - ); - })(e, n, i.length - 1), - i[n][t] - ); - } - function yt(e) { - var t = - void 0 === e || 0 === e.length - ? { - length: 0, - start: function () { - throw new Error("This TimeRanges object is empty"); - }, - end: function () { - throw new Error("This TimeRanges object is empty"); - }, - } - : { - length: e.length, - start: gt.bind(null, "start", 0, e), - end: gt.bind(null, "end", 1, e), - }; - return ( - window.Symbol && - window.Symbol.iterator && - (t[window.Symbol.iterator] = function () { - return (e || []).values(); - }), - t - ); - } - function vt(e, t) { - return Array.isArray(e) - ? yt(e) - : void 0 === e || void 0 === t - ? yt() - : yt([[e, t]]); - } - function _t(e, t) { - var i, - n, - r = 0; - if (!t) return 0; - (e && e.length) || (e = vt(0, 0)); - for (var a = 0; a < e.length; a++) - (i = e.start(a)), (r += (n = t < (n = e.end(a)) ? t : n) - i); - return r / t; - } - function bt(e) { - if (e instanceof bt) return e; - "number" == typeof e - ? (this.code = e) - : "string" == typeof e - ? (this.message = e) - : T(e) && - ("number" == typeof e.code && (this.code = e.code), b(this, e)), - this.message || (this.message = bt.defaultMessages[this.code] || ""); - } - (bt.prototype.code = 0), - (bt.prototype.message = ""), - (bt.prototype.status = null), - (bt.errorTypes = [ - "MEDIA_ERR_CUSTOM", - "MEDIA_ERR_ABORTED", - "MEDIA_ERR_NETWORK", - "MEDIA_ERR_DECODE", - "MEDIA_ERR_SRC_NOT_SUPPORTED", - "MEDIA_ERR_ENCRYPTED", - ]), - (bt.defaultMessages = { - 1: "You aborted the media playback", - 2: "A network error caused the media download to fail part-way.", - 3: "The media playback was aborted due to a corruption problem or because the media used features your browser did not support.", - 4: "The media could not be loaded, either because the server or network failed or because the format is not supported.", - 5: "The media is encrypted and we do not have the keys to decrypt it.", - }); - for (var Tt = 0; Tt < bt.errorTypes.length; Tt++) - (bt[bt.errorTypes[Tt]] = Tt), (bt.prototype[bt.errorTypes[Tt]] = Tt); - var St = function (e, t) { - var i, - n = null; - try { - i = JSON.parse(e, t); - } catch (e) { - n = e; - } - return [n, i]; - }; - function wt(e) { - return null != e && "function" == typeof e.then; - } - function Et(e) { - wt(e) && e.then(null, function (e) {}); - } - function kt(n) { - return [ - "kind", - "label", - "language", - "id", - "inBandMetadataTrackDispatchType", - "mode", - "src", - ].reduce( - function (e, t, i) { - return n[t] && (e[t] = n[t]), e; - }, - { - cues: - n.cues && - Array.prototype.map.call(n.cues, function (e) { - return { - startTime: e.startTime, - endTime: e.endTime, - text: e.text, - id: e.id, - }; - }), - }, - ); - } - var Ct = function (e) { - var t = e.$$("track"), - i = Array.prototype.map.call(t, function (e) { - return e.track; - }); - return Array.prototype.map - .call(t, function (e) { - var t = kt(e.track); - return e.src && (t.src = e.src), t; - }) - .concat( - Array.prototype.filter - .call(e.textTracks(), function (e) { - return -1 === i.indexOf(e); - }) - .map(kt), - ); - }, - It = function (e, i) { - return ( - e.forEach(function (e) { - var t = i.addRemoteTextTrack(e).track; - !e.src && - e.cues && - e.cues.forEach(function (e) { - return t.addCue(e); - }); - }), - i.textTracks() - ); - }, - xt = "vjs-modal-dialog", - At = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - (i.handleKeyDown_ = function (e) { - return i.handleKeyDown(e); - }), - (i.close_ = function (e) { - return i.close(e); - }), - (i.opened_ = i.hasBeenOpened_ = i.hasBeenFilled_ = !1), - i.closeable(!i.options_.uncloseable), - i.content(i.options_.content), - (i.contentEl_ = $( - "div", - { className: xt + "-content" }, - { role: "document" }, - )), - (i.descEl_ = $("p", { - className: xt + "-description vjs-control-text", - id: i.el().getAttribute("aria-describedby"), - })), - J(i.descEl_, i.description()), - i.el_.appendChild(i.descEl_), - i.el_.appendChild(i.contentEl_), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.createEl = function () { - return n.prototype.createEl.call( - this, - "div", - { className: this.buildCSSClass(), tabIndex: -1 }, - { - "aria-describedby": this.id() + "_description", - "aria-hidden": "true", - "aria-label": this.label(), - role: "dialog", - }, - ); - }), - (t.dispose = function () { - (this.contentEl_ = null), - (this.descEl_ = null), - (this.previouslyActiveEl_ = null), - n.prototype.dispose.call(this); - }), - (t.buildCSSClass = function () { - return xt + " vjs-hidden " + n.prototype.buildCSSClass.call(this); - }), - (t.label = function () { - return this.localize(this.options_.label || "Modal Window"); - }), - (t.description = function () { - var e = - this.options_.description || - this.localize("This is a modal window."); - return ( - this.closeable() && - (e += - " " + - this.localize( - "This modal can be closed by pressing the Escape key or activating the close button.", - )), - e - ); - }), - (t.open = function () { - var e; - this.opened_ || - ((e = this.player()), - this.trigger("beforemodalopen"), - (this.opened_ = !0), - (!this.options_.fillAlways && - (this.hasBeenOpened_ || this.hasBeenFilled_)) || - this.fill(), - (this.wasPlaying_ = !e.paused()), - this.options_.pauseOnOpen && this.wasPlaying_ && e.pause(), - this.on("keydown", this.handleKeyDown_), - (this.hadControls_ = e.controls()), - e.controls(!1), - this.show(), - this.conditionalFocus_(), - this.el().setAttribute("aria-hidden", "false"), - this.trigger("modalopen"), - (this.hasBeenOpened_ = !0)); - }), - (t.opened = function (e) { - return ( - "boolean" == typeof e && this[e ? "open" : "close"](), this.opened_ - ); - }), - (t.close = function () { - var e; - this.opened_ && - ((e = this.player()), - this.trigger("beforemodalclose"), - (this.opened_ = !1), - this.wasPlaying_ && this.options_.pauseOnOpen && e.play(), - this.off("keydown", this.handleKeyDown_), - this.hadControls_ && e.controls(!0), - this.hide(), - this.el().setAttribute("aria-hidden", "true"), - this.trigger("modalclose"), - this.conditionalBlur_(), - this.options_.temporary && this.dispose()); - }), - (t.closeable = function (e) { - var t, i; - return ( - "boolean" == typeof e && - ((t = this.closeable_ = !!e), - (i = this.getChild("closeButton")), - t && - !i && - ((e = this.contentEl_), - (this.contentEl_ = this.el_), - (i = this.addChild("closeButton", { - controlText: "Close Modal Dialog", - })), - (this.contentEl_ = e), - this.on(i, "close", this.close_)), - !t && - i && - (this.off(i, "close", this.close_), - this.removeChild(i), - i.dispose())), - this.closeable_ - ); - }), - (t.fill = function () { - this.fillWith(this.content()); - }), - (t.fillWith = function (e) { - var t = this.contentEl(), - i = t.parentNode, - n = t.nextSibling; - this.trigger("beforemodalfill"), - (this.hasBeenFilled_ = !0), - i.removeChild(t), - this.empty(), - ve(t, e), - this.trigger("modalfill"), - n ? i.insertBefore(t, n) : i.appendChild(t); - t = this.getChild("closeButton"); - t && i.appendChild(t.el_); - }), - (t.empty = function () { - this.trigger("beforemodalempty"), - me(this.contentEl()), - this.trigger("modalempty"); - }), - (t.content = function (e) { - return "undefined" != typeof e && (this.content_ = e), this.content_; - }), - (t.conditionalFocus_ = function () { - var e = document.activeElement, - t = this.player_.el_; - (this.previouslyActiveEl_ = null), - (!t.contains(e) && t !== e) || - ((this.previouslyActiveEl_ = e), this.focus()); - }), - (t.conditionalBlur_ = function () { - this.previouslyActiveEl_ && - (this.previouslyActiveEl_.focus(), - (this.previouslyActiveEl_ = null)); - }), - (t.handleKeyDown = function (e) { - if ( - (e.stopPropagation(), - ht.isEventKey(e, "Escape") && this.closeable()) - ) - return e.preventDefault(), void this.close(); - if (ht.isEventKey(e, "Tab")) { - for ( - var t, - i = this.focusableEls_(), - n = this.el_.querySelector(":focus"), - r = 0; - r < i.length; - r++ - ) - if (n === i[r]) { - t = r; - break; - } - document.activeElement === this.el_ && (t = 0), - e.shiftKey && 0 === t - ? (i[i.length - 1].focus(), e.preventDefault()) - : e.shiftKey || - t !== i.length - 1 || - (i[0].focus(), e.preventDefault()); - } - }), - (t.focusableEls_ = function () { - var e = this.el_.querySelectorAll("*"); - return Array.prototype.filter.call(e, function (e) { - return ( - ((e instanceof window.HTMLAnchorElement || - e instanceof window.HTMLAreaElement) && - e.hasAttribute("href")) || - ((e instanceof window.HTMLInputElement || - e instanceof window.HTMLSelectElement || - e instanceof window.HTMLTextAreaElement || - e instanceof window.HTMLButtonElement) && - !e.hasAttribute("disabled")) || - e instanceof window.HTMLIFrameElement || - e instanceof window.HTMLObjectElement || - e instanceof window.HTMLEmbedElement || - (e.hasAttribute("tabindex") && - -1 !== e.getAttribute("tabindex")) || - e.hasAttribute("contenteditable") - ); - }); - }), - e - ); - })(pt); - (At.prototype.options_ = { pauseOnOpen: !0, temporary: !0 }), - pt.registerComponent("ModalDialog", At); - var Pt, - Lt = (function (n) { - function e(e) { - var t; - void 0 === e && (e = []), - ((t = n.call(this) || this).tracks_ = []), - Object.defineProperty(ft(t), "length", { - get: function () { - return this.tracks_.length; - }, - }); - for (var i = 0; i < e.length; i++) t.addTrack(e[i]); - return t; - } - mt(e, n); - var t = e.prototype; - return ( - (t.addTrack = function (e) { - var t = this, - i = this.tracks_.length; - "" + i in this || - Object.defineProperty(this, i, { - get: function () { - return this.tracks_[i]; - }, - }), - -1 === this.tracks_.indexOf(e) && - (this.tracks_.push(e), - this.trigger({ track: e, type: "addtrack", target: this })), - (e.labelchange_ = function () { - t.trigger({ track: e, type: "labelchange", target: t }); - }), - it(e) && e.addEventListener("labelchange", e.labelchange_); - }), - (t.removeTrack = function (e) { - for (var t, i = 0, n = this.length; i < n; i++) - if (this[i] === e) { - (t = this[i]).off && t.off(), this.tracks_.splice(i, 1); - break; - } - t && this.trigger({ track: t, type: "removetrack", target: this }); - }), - (t.getTrackById = function (e) { - for (var t = null, i = 0, n = this.length; i < n; i++) { - var r = this[i]; - if (r.id === e) { - t = r; - break; - } - } - return t; - }), - e - ); - })(ze); - for (Pt in ((Lt.prototype.allowedEvents_ = { - change: "change", - addtrack: "addtrack", - removetrack: "removetrack", - labelchange: "labelchange", - }), - Lt.prototype.allowedEvents_)) - Lt.prototype["on" + Pt] = null; - function Dt(e, t) { - for (var i = 0; i < e.length; i++) - Object.keys(e[i]).length && t.id !== e[i].id && (e[i].enabled = !1); - } - function Ot(e, t) { - for (var i = 0; i < e.length; i++) - Object.keys(e[i]).length && t.id !== e[i].id && (e[i].selected = !1); - } - function Mt(e) { - var t = [ - "protocol", - "hostname", - "port", - "pathname", - "search", - "hash", - "host", - ], - i = document.createElement("a"); - i.href = e; - for (var n = {}, r = 0; r < t.length; r++) n[t[r]] = i[t[r]]; - return ( - "http:" === n.protocol && (n.host = n.host.replace(/:80$/, "")), - "https:" === n.protocol && (n.host = n.host.replace(/:443$/, "")), - n.protocol || (n.protocol = window.location.protocol), - n.host || (n.host = window.location.host), - n - ); - } - function Rt(e) { - var t; - return ( - e.match(/^https?:\/\//) || - (((t = document.createElement("a")).href = e), (e = t.href)), - e - ); - } - function Nt(e) { - if ("string" == typeof e) { - e = - /^(\/?)([\s\S]*?)((?:\.{1,2}|[^\/]+?)(\.([^\.\/\?]+)))(?:[\/]*|[\?].*)$/.exec( - e, - ); - if (e) return e.pop().toLowerCase(); - } - return ""; - } - function Ut(e, t) { - return ( - void 0 === t && (t = window.location), - (":" === (e = Mt(e)).protocol ? t : e).protocol + e.host !== - t.protocol + t.host - ); - } - var Bt = (function (n) { - function e(e) { - for (var t, i = (e = void 0 === e ? [] : e).length - 1; 0 <= i; i--) - if (e[i].enabled) { - Dt(e, e[i]); - break; - } - return ((t = n.call(this, e) || this).changing_ = !1), t; - } - mt(e, n); - var t = e.prototype; - return ( - (t.addTrack = function (e) { - var t = this; - e.enabled && Dt(this, e), - n.prototype.addTrack.call(this, e), - e.addEventListener && - ((e.enabledChange_ = function () { - t.changing_ || - ((t.changing_ = !0), - Dt(t, e), - (t.changing_ = !1), - t.trigger("change")); - }), - e.addEventListener("enabledchange", e.enabledChange_)); - }), - (t.removeTrack = function (e) { - n.prototype.removeTrack.call(this, e), - e.removeEventListener && - e.enabledChange_ && - (e.removeEventListener("enabledchange", e.enabledChange_), - (e.enabledChange_ = null)); - }), - e - ); - })(Lt), - Ft = (function (n) { - function e(e) { - for (var t, i = (e = void 0 === e ? [] : e).length - 1; 0 <= i; i--) - if (e[i].selected) { - Ot(e, e[i]); - break; - } - return ( - ((t = n.call(this, e) || this).changing_ = !1), - Object.defineProperty(ft(t), "selectedIndex", { - get: function () { - for (var e = 0; e < this.length; e++) - if (this[e].selected) return e; - return -1; - }, - set: function () {}, - }), - t - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.addTrack = function (e) { - var t = this; - e.selected && Ot(this, e), - n.prototype.addTrack.call(this, e), - e.addEventListener && - ((e.selectedChange_ = function () { - t.changing_ || - ((t.changing_ = !0), - Ot(t, e), - (t.changing_ = !1), - t.trigger("change")); - }), - e.addEventListener("selectedchange", e.selectedChange_)); - }), - (t.removeTrack = function (e) { - n.prototype.removeTrack.call(this, e), - e.removeEventListener && - e.selectedChange_ && - (e.removeEventListener("selectedchange", e.selectedChange_), - (e.selectedChange_ = null)); - }), - e - ); - })(Lt), - k = (function (i) { - function e() { - return i.apply(this, arguments) || this; - } - mt(e, i); - var t = e.prototype; - return ( - (t.addTrack = function (e) { - var t = this; - i.prototype.addTrack.call(this, e), - this.queueChange_ || - (this.queueChange_ = function () { - return t.queueTrigger("change"); - }), - this.triggerSelectedlanguagechange || - (this.triggerSelectedlanguagechange_ = function () { - return t.trigger("selectedlanguagechange"); - }), - e.addEventListener("modechange", this.queueChange_); - -1 === ["metadata", "chapters"].indexOf(e.kind) && - e.addEventListener( - "modechange", - this.triggerSelectedlanguagechange_, - ); - }), - (t.removeTrack = function (e) { - i.prototype.removeTrack.call(this, e), - e.removeEventListener && - (this.queueChange_ && - e.removeEventListener("modechange", this.queueChange_), - this.selectedlanguagechange_ && - e.removeEventListener( - "modechange", - this.triggerSelectedlanguagechange_, - )); - }), - e - ); - })(Lt), - jt = (function () { - function e(e) { - void 0 === e && (e = []), - (this.trackElements_ = []), - Object.defineProperty(this, "length", { - get: function () { - return this.trackElements_.length; - }, - }); - for (var t = 0, i = e.length; t < i; t++) this.addTrackElement_(e[t]); - } - var t = e.prototype; - return ( - (t.addTrackElement_ = function (e) { - var t = this.trackElements_.length; - "" + t in this || - Object.defineProperty(this, t, { - get: function () { - return this.trackElements_[t]; - }, - }), - -1 === this.trackElements_.indexOf(e) && - this.trackElements_.push(e); - }), - (t.getTrackElementByTrack_ = function (e) { - for (var t, i = 0, n = this.trackElements_.length; i < n; i++) - if (e === this.trackElements_[i].track) { - t = this.trackElements_[i]; - break; - } - return t; - }), - (t.removeTrackElement_ = function (e) { - for (var t = 0, i = this.trackElements_.length; t < i; t++) - if (e === this.trackElements_[t]) { - this.trackElements_[t].track && - "function" == typeof this.trackElements_[t].track.off && - this.trackElements_[t].track.off(), - "function" == typeof this.trackElements_[t].off && - this.trackElements_[t].off(), - this.trackElements_.splice(t, 1); - break; - } - }), - e - ); - })(), - Ht = (function () { - function t(e) { - t.prototype.setCues_.call(this, e), - Object.defineProperty(this, "length", { - get: function () { - return this.length_; - }, - }); - } - var e = t.prototype; - return ( - (e.setCues_ = function (e) { - var t = this.length || 0, - i = 0, - n = e.length; - (this.cues_ = e), (this.length_ = e.length); - function r(e) { - "" + e in this || - Object.defineProperty(this, "" + e, { - get: function () { - return this.cues_[e]; - }, - }); - } - if (t < n) for (i = t; i < n; i++) r.call(this, i); - }), - (e.getCueById = function (e) { - for (var t = null, i = 0, n = this.length; i < n; i++) { - var r = this[i]; - if (r.id === e) { - t = r; - break; - } - } - return t; - }), - t - ); - })(), - qt = { - alternative: "alternative", - captions: "captions", - main: "main", - sign: "sign", - subtitles: "subtitles", - commentary: "commentary", - }, - Vt = { - alternative: "alternative", - descriptions: "descriptions", - main: "main", - "main-desc": "main-desc", - translation: "translation", - commentary: "commentary", - }, - Wt = { - subtitles: "subtitles", - captions: "captions", - descriptions: "descriptions", - chapters: "chapters", - metadata: "metadata", - }, - Gt = { disabled: "disabled", hidden: "hidden", showing: "showing" }, - C = (function (a) { - function e(e) { - void 0 === e && (e = {}); - var t, - i = a.call(this) || this, - n = { - id: e.id || "vjs_track_" + Pe++, - kind: e.kind || "", - language: e.language || "", - }, - r = e.label || ""; - for (t in n) - !(function (e) { - Object.defineProperty(ft(i), e, { - get: function () { - return n[e]; - }, - set: function () {}, - }); - })(t); - return ( - Object.defineProperty(ft(i), "label", { - get: function () { - return r; - }, - set: function (e) { - e !== r && ((r = e), this.trigger("labelchange")); - }, - }), - i - ); - } - return mt(e, a), e; - })(ze), - zt = Object.freeze({ - __proto__: null, - parseUrl: Mt, - getAbsoluteURL: Rt, - getFileExtension: Nt, - isCrossOrigin: Ut, - }), - Xt = - "undefined" != typeof window - ? window - : "undefined" != typeof f - ? f - : "undefined" != typeof self - ? self - : {}, - Kt = Xt, - Yt = function (e) { - if (!e) return !1; - var t = Qt.call(e); - return ( - "[object Function]" === t || - ("function" == typeof e && "[object RegExp]" !== t) || - ("undefined" != typeof window && - (e === window.setTimeout || - e === window.alert || - e === window.confirm || - e === window.prompt)) - ); - }, - Qt = Object.prototype.toString; - ei.httpHandler = function (n, r) { - return ( - void 0 === r && (r = !1), - function (e, t, i) { - if (e) n(e); - else if (400 <= t.statusCode && t.statusCode <= 599) { - e = i; - if (r) - if (Kt.TextDecoder) { - t = (function (e) { - void 0 === e && (e = ""); - return e - .toLowerCase() - .split(";") - .reduce(function (e, t) { - var i = t.split("="), - t = i[0], - i = i[1]; - return "charset" === t.trim() ? i.trim() : e; - }, "utf-8"); - })(t.headers && t.headers["content-type"]); - try { - e = new TextDecoder(t).decode(i); - } catch (e) {} - } else e = String.fromCharCode.apply(null, new Uint8Array(i)); - n({ cause: e }); - } else n(null, i); - } - ); - }; - /** - * @license - * slighly modified parse-headers 2.0.2 - * Copyright (c) 2014 David Björklund - * Available under the MIT license - * - */ - var $t = function (e) { - var n = {}; - return ( - e && - e - .trim() - .split("\n") - .forEach(function (e) { - var t = e.indexOf(":"), - i = e.slice(0, t).trim().toLowerCase(), - t = e.slice(t + 1).trim(); - "undefined" == typeof n[i] - ? (n[i] = t) - : Array.isArray(n[i]) - ? n[i].push(t) - : (n[i] = [n[i], t]); - }), - n - ); - }, - Jt = ei, - I = ei; - function Zt(e, t, i) { - var n = e; - return ( - Yt(t) - ? ((i = t), "string" == typeof e && (n = { uri: e })) - : (n = g({}, t, { uri: e })), - (n.callback = i), - n - ); - } - function ei(e, t, i) { - return ti((t = Zt(e, t, i))); - } - function ti(n) { - if ("undefined" == typeof n.callback) - throw new Error("callback argument missing"); - var r = !1, - a = function (e, t, i) { - r || ((r = !0), n.callback(e, t, i)); - }; - function s() { - var e = void 0, - e = - l.response || - l.responseText || - (function (e) { - try { - if ("document" === e.responseType) return e.responseXML; - var t = - e.responseXML && - "parsererror" === e.responseXML.documentElement.nodeName; - if ("" === e.responseType && !t) return e.responseXML; - } catch (e) {} - return null; - })(l); - if (m) - try { - e = JSON.parse(e); - } catch (e) {} - return e; - } - function t(e) { - return ( - clearTimeout(u), - ((e = !(e instanceof Error) - ? new Error("" + (e || "Unknown XMLHttpRequest Error")) - : e).statusCode = 0), - a(e, g) - ); - } - function e() { - if (!o) { - clearTimeout(u); - var e = - n.useXDR && void 0 === l.status - ? 200 - : 1223 === l.status - ? 204 - : l.status, - t = g, - i = null; - return ( - 0 !== e - ? ((t = { - body: s(), - statusCode: e, - method: d, - headers: {}, - url: c, - rawRequest: l, - }), - l.getAllResponseHeaders && - (t.headers = $t(l.getAllResponseHeaders()))) - : (i = new Error("Internal XMLHttpRequest Error")), - a(i, t, t.body) - ); - } - } - var i, - o, - u, - l = n.xhr || null, - c = ((l = - l || - new (n.cors || n.useXDR - ? ei.XDomainRequest - : ei.XMLHttpRequest)()).url = n.uri || n.url), - d = (l.method = n.method || "GET"), - h = n.body || n.data, - p = (l.headers = n.headers || {}), - f = !!n.sync, - m = !1, - g = { - body: void 0, - headers: {}, - statusCode: 0, - method: d, - url: c, - rawRequest: l, - }; - if ( - ("json" in n && - !1 !== n.json && - ((m = !0), - p.accept || p.Accept || (p.Accept = "application/json"), - "GET" !== d && - "HEAD" !== d && - (p["content-type"] || - p["Content-Type"] || - (p["Content-Type"] = "application/json"), - (h = JSON.stringify(!0 === n.json ? h : n.json)))), - (l.onreadystatechange = function () { - 4 === l.readyState && setTimeout(e, 0); - }), - (l.onload = e), - (l.onerror = t), - (l.onprogress = function () {}), - (l.onabort = function () { - o = !0; - }), - (l.ontimeout = t), - l.open(d, c, !f, n.username, n.password), - f || (l.withCredentials = !!n.withCredentials), - !f && - 0 < n.timeout && - (u = setTimeout(function () { - var e; - o || - ((o = !0), - l.abort("timeout"), - ((e = new Error("XMLHttpRequest timeout")).code = "ETIMEDOUT"), - t(e)); - }, n.timeout)), - l.setRequestHeader) - ) - for (i in p) p.hasOwnProperty(i) && l.setRequestHeader(i, p[i]); - else if ( - n.headers && - !(function (e) { - for (var t in e) if (e.hasOwnProperty(t)) return; - return 1; - })(n.headers) - ) - throw new Error("Headers cannot be set on an XDomainRequest object"); - return ( - "responseType" in n && (l.responseType = n.responseType), - "beforeSend" in n && "function" == typeof n.beforeSend && n.beforeSend(l), - l.send(h || null), - l - ); - } - (ei.XMLHttpRequest = Kt.XMLHttpRequest || function () {}), - (ei.XDomainRequest = - "withCredentials" in new ei.XMLHttpRequest() - ? ei.XMLHttpRequest - : Kt.XDomainRequest), - (function (e, t) { - for (var i = 0; i < e.length; i++) t(e[i]); - })(["get", "put", "post", "patch", "head", "delete"], function (n) { - ei["delete" === n ? 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"vertical-lr" - : "vertical-rl", - unicodeBidi: "plaintext", - textAlign: "middle" === t.align ? "center" : t.align, - font: i.font, - whiteSpace: "pre-line", - position: "absolute", - }), - this.applyStyles(n), - this.div.appendChild(this.cueDiv); - var r = 0; - switch (t.positionAlign) { - case "start": - r = t.position; - break; - case "center": - r = t.position - t.size / 2; - break; - case "end": - r = t.position - t.size; - } - "" === t.vertical - ? this.applyStyles({ - left: this.formatStyle(r, "%"), - width: this.formatStyle(t.size, "%"), - }) - : this.applyStyles({ - top: this.formatStyle(r, "%"), - height: this.formatStyle(t.size, "%"), - }), - (this.move = function (e) { - this.applyStyles({ - top: this.formatStyle(e.top, "px"), - bottom: this.formatStyle(e.bottom, "px"), - left: this.formatStyle(e.left, "px"), - right: this.formatStyle(e.right, "px"), - height: this.formatStyle(e.height, "px"), - width: this.formatStyle(e.width, "px"), - }); - }); - } - function Ii(e) { - var t, i, n, r; - e.div && - ((t = e.div.offsetHeight), - (i = e.div.offsetWidth), - (n = e.div.offsetTop), - (r = - (r = e.div.childNodes) && - (r = r[0]) && - r.getClientRects && - r.getClientRects()), - (e = e.div.getBoundingClientRect()), - (r = r ? Math.max((r[0] && r[0].height) || 0, e.height / r.length) : 0)), - (this.left = e.left), - (this.right = e.right), - (this.top = e.top || n), - (this.height = e.height || t), - (this.bottom = e.bottom || n + (e.height || t)), - (this.width = e.width || i), - (this.lineHeight = void 0 !== r ? r : e.lineHeight); - } - function xi(e, t, o, u) { - var i, - n = new Ii(t), - r = t.cue, - a = (function (e) { - if ( - "number" == typeof e.line && - (e.snapToLines || (0 <= e.line && e.line <= 100)) - ) - return e.line; - if ( - !e.track || - !e.track.textTrackList || - !e.track.textTrackList.mediaElement - ) - return -1; - for ( - var t = e.track, i = t.textTrackList, n = 0, r = 0; - r < i.length && i[r] !== t; - r++ - ) - "showing" === i[r].mode && n++; - return -1 * ++n; - })(r), - s = []; - if (r.snapToLines) { - switch (r.vertical) { - case "": - (s = ["+y", "-y"]), (i = "height"); - break; - case "rl": - (s = ["+x", "-x"]), (i = "width"); - break; - case "lr": - (s = ["-x", "+x"]), (i = "width"); - } - var l = n.lineHeight, - c = l * Math.round(a), - d = o[i] + l, - h = s[0]; - Math.abs(c) > d && ((c = c < 0 ? -1 : 1), (c *= Math.ceil(d / l) * l)), - a < 0 && - ((c += "" === r.vertical ? o.height : o.width), (s = s.reverse())), - n.move(h, c); - } else { - var p = (n.lineHeight / o.height) * 100; - switch (r.lineAlign) { - case "center": - a -= p / 2; - break; - case "end": - a -= p; - } - switch (r.vertical) { - case "": - t.applyStyles({ top: t.formatStyle(a, "%") }); - break; - case "rl": - t.applyStyles({ left: t.formatStyle(a, "%") }); - break; - case "lr": - t.applyStyles({ right: t.formatStyle(a, "%") }); - } - (s = ["+y", "-x", "+x", "-y"]), (n = new Ii(t)); - } - n = (function (e, t) { - for (var i, n = new Ii(e), r = 1, a = 0; a < t.length; a++) { - for ( - ; - e.overlapsOppositeAxis(o, t[a]) || (e.within(o) && e.overlapsAny(u)); - - ) - e.move(t[a]); - if (e.within(o)) return e; - var s = e.intersectPercentage(o); - s < r && ((i = new Ii(e)), (r = s)), (e = new Ii(n)); - } - return i || n; - })(n, s); - t.move(n.toCSSCompatValues(o)); - } - function Ai() {} - (ki.prototype.applyStyles = function (e, t) { - for (var i in ((t = t || this.div), e)) - e.hasOwnProperty(i) && (t.style[i] = e[i]); - }), - (ki.prototype.formatStyle = function (e, t) { - return 0 === e ? 0 : e + t; - }), - ((Ci.prototype = ci(ki.prototype)).constructor = Ci), - (Ii.prototype.move = function (e, t) { - switch (((t = void 0 !== t ? t : this.lineHeight), e)) { - case "+x": - (this.left += t), (this.right += t); - break; - case "-x": - (this.left -= t), (this.right -= t); - break; - case "+y": - (this.top += t), (this.bottom += t); - break; - case "-y": - (this.top -= t), (this.bottom -= t); - } - }), - (Ii.prototype.overlaps = function (e) { - return ( - this.left < e.right && - this.right > e.left && - this.top < e.bottom && - this.bottom > e.top - ); - }), - (Ii.prototype.overlapsAny = function (e) { - for (var t = 0; t < e.length; t++) if (this.overlaps(e[t])) return !0; - return !1; - }), - (Ii.prototype.within = function (e) { - return ( - this.top >= e.top && - this.bottom <= e.bottom && - this.left >= e.left && - this.right <= e.right - ); - }), - (Ii.prototype.overlapsOppositeAxis = function (e, t) { - switch (t) { - case "+x": - return this.left < e.left; - case "-x": - return this.right > e.right; - case "+y": - return this.top < e.top; - case "-y": - return this.bottom > e.bottom; - } - }), - (Ii.prototype.intersectPercentage = function (e) { - return ( - (Math.max( - 0, - Math.min(this.right, e.right) - Math.max(this.left, e.left), - ) * - Math.max( - 0, - Math.min(this.bottom, e.bottom) - Math.max(this.top, e.top), - )) / - (this.height * this.width) - ); - }), - (Ii.prototype.toCSSCompatValues = function (e) { - return { - top: this.top - e.top, - bottom: e.bottom - this.bottom, - left: this.left - e.left, - right: e.right - this.right, - height: this.height, - width: this.width, - }; - }), - (Ii.getSimpleBoxPosition = function (e) { - var t = e.div ? e.div.offsetHeight : e.tagName ? e.offsetHeight : 0, - i = e.div ? e.div.offsetWidth : e.tagName ? e.offsetWidth : 0, - n = e.div ? e.div.offsetTop : e.tagName ? e.offsetTop : 0; - return { - left: (e = e.div - ? e.div.getBoundingClientRect() - : e.tagName - ? e.getBoundingClientRect() - : e).left, - right: e.right, - top: e.top || n, - height: e.height || t, - bottom: e.bottom || n + (e.height || t), - width: e.width || i, - }; - }), - (Ai.StringDecoder = function () { - return { - decode: function (e) { - if (!e) return ""; - if ("string" != typeof e) - throw new Error("Error - expected string data."); - return decodeURIComponent(encodeURIComponent(e)); - }, - }; - }), - (Ai.convertCueToDOMTree = function (e, t) { - return e && t ? Si(e, t) : null; - }); - (Ai.processCues = function (n, r, e) { - if (!n || !r || !e) return null; - for (; e.firstChild; ) e.removeChild(e.firstChild); - var a = n.document.createElement("div"); - if ( - ((a.style.position = "absolute"), - (a.style.left = "0"), - (a.style.right = "0"), - (a.style.top = "0"), - (a.style.bottom = "0"), - (a.style.margin = "1.5%"), - e.appendChild(a), - (function (e) { - for (var t = 0; t < e.length; t++) - if (e[t].hasBeenReset || !e[t].displayState) return 1; - })(r)) - ) { - var s = [], - o = Ii.getSimpleBoxPosition(a), - u = { font: Math.round(0.05 * o.height * 100) / 100 + "px sans-serif" }; - !(function () { - for (var e, t, i = 0; i < r.length; i++) - (t = r[i]), - (e = new Ci(n, t, u)), - a.appendChild(e.div), - xi(0, e, o, s), - (t.displayState = e.div), - s.push(Ii.getSimpleBoxPosition(e)); - })(); - } else for (var t = 0; t < r.length; t++) a.appendChild(r[t].displayState); - }), - ((Ai.Parser = function (e, t, i) { - i || ((i = t), (t = {})), - (t = t || {}), - (this.window = e), - (this.vttjs = t), - (this.state = "INITIAL"), - (this.buffer = ""), - (this.decoder = i || new TextDecoder("utf8")), - (this.regionList = []); - }).prototype = { - reportOrThrowError: function (e) { - if (!(e instanceof hi)) throw e; - this.onparsingerror && this.onparsingerror(e); - }, - parse: function (e) { - var n = this; - function t() { - for ( - var e = n.buffer, t = 0; - t < e.length && "\r" !== e[t] && "\n" !== e[t]; - - ) - ++t; - var i = e.substr(0, t); - return ( - "\r" === e[t] && ++t, - "\n" === e[t] && ++t, - (n.buffer = e.substr(t)), - i - ); - } - function i(e) { - e.match(/X-TIMESTAMP-MAP/) - ? mi( - e, - function (e, t) { - var i; - "X-TIMESTAMP-MAP" === e && - ((t = t), - (i = new fi()), - mi( - t, - function (e, t) { - switch (e) { - case "MPEGT": - i.integer(e + "S", t); - break; - case "LOCA": - i.set(e + "L", pi(t)); - } - }, - /[^\d]:/, - /,/, - ), - n.ontimestampmap && - n.ontimestampmap({ - MPEGTS: i.get("MPEGTS"), - LOCAL: i.get("LOCAL"), - })); - }, - /=/, - ) - : mi( - e, - function (e, t) { - var r; - "Region" === e && - ((t = t), - (r = new fi()), - mi( - t, - function (e, t) { - switch (e) { - case "id": - r.set(e, t); - break; - case "width": - r.percent(e, t); - break; - case "lines": - r.integer(e, t); - break; - case "regionanchor": - case "viewportanchor": - var i = t.split(","); - if (2 !== i.length) break; - var n = new fi(); - if ( - (n.percent("x", i[0]), - n.percent("y", i[1]), - !n.has("x") || !n.has("y")) - ) - break; - r.set(e + "X", n.get("x")), - r.set(e + "Y", n.get("y")); - break; - case "scroll": - r.alt(e, t, ["up"]); - } - }, - /=/, - /\s/, - ), - r.has("id") && - (((t = new (n.vttjs.VTTRegion || - n.window.VTTRegion)()).width = r.get("width", 100)), - (t.lines = r.get("lines", 3)), - (t.regionAnchorX = r.get("regionanchorX", 0)), - (t.regionAnchorY = r.get("regionanchorY", 100)), - (t.viewportAnchorX = r.get("viewportanchorX", 0)), - (t.viewportAnchorY = r.get("viewportanchorY", 100)), - (t.scroll = r.get("scroll", "")), - n.onregion && n.onregion(t), - n.regionList.push({ id: r.get("id"), region: t }))); - }, - /:/, - ); - } - e && (n.buffer += n.decoder.decode(e, { stream: !0 })); - try { - if ("INITIAL" === n.state) { - if (!/\r\n|\n/.test(n.buffer)) return this; - var r, - a = (r = t()).match(/^WEBVTT([ \t].*)?$/); - if (!a || !a[0]) throw new hi(hi.Errors.BadSignature); - n.state = "HEADER"; - } - for (var s = !1; n.buffer; ) { - if (!/\r\n|\n/.test(n.buffer)) return this; - switch ((s ? (s = !1) : (r = t()), n.state)) { - case "HEADER": - /:/.test(r) ? i(r) : r || (n.state = "ID"); - continue; - case "NOTE": - r || (n.state = "ID"); - continue; - case "ID": - if (/^NOTE($|[ \t])/.test(r)) { - n.state = "NOTE"; - break; - } - if (!r) continue; - n.cue = new (n.vttjs.VTTCue || n.window.VTTCue)(0, 0, ""); - try { - n.cue.align = "center"; - } catch (e) { - n.cue.align = "middle"; - } - if (((n.state = "CUE"), -1 === r.indexOf("--\x3e"))) { - n.cue.id = r; - continue; - } - case "CUE": - try { - gi(r, n.cue, n.regionList); - } catch (e) { - n.reportOrThrowError(e), (n.cue = null), (n.state = "BADCUE"); - continue; - } - n.state = "CUETEXT"; - continue; - case "CUETEXT": - var o = -1 !== r.indexOf("--\x3e"); - if (!r || (o && (s = !0))) { - n.oncue && n.oncue(n.cue), (n.cue = null), (n.state = "ID"); - continue; - } - n.cue.text && (n.cue.text += "\n"), - (n.cue.text += r - .replace(/\u2028/g, "\n") - .replace(/u2029/g, "\n")); - continue; - case "BADCUE": - r || (n.state = "ID"); - continue; - } - } - } catch (e) { - n.reportOrThrowError(e), - "CUETEXT" === n.state && n.cue && n.oncue && n.oncue(n.cue), - (n.cue = null), - (n.state = "INITIAL" === n.state ? "BADWEBVTT" : "BADCUE"); - } - return this; - }, - flush: function () { - var t = this; - try { - if ( - ((t.buffer += t.decoder.decode()), - (!t.cue && "HEADER" !== t.state) || - ((t.buffer += "\n\n"), t.parse()), - "INITIAL" === t.state) - ) - throw new hi(hi.Errors.BadSignature); - } catch (e) { - t.reportOrThrowError(e); - } - return t.onflush && t.onflush(), this; - }, - }); - var Pi = Ai, - Li = { "": 1, lr: 1, rl: 1 }, - Di = { - start: 1, - center: 1, - end: 1, - left: 1, - right: 1, - auto: 1, - "line-left": 1, - "line-right": 1, - }; - function Oi(e) { - return "string" == typeof e && !!Di[e.toLowerCase()] && e.toLowerCase(); - } - function Mi(e, t, i) { - this.hasBeenReset = !1; - var n = "", - r = !1, - a = e, - s = t, - o = i, - u = null, - l = "", - c = !0, - d = "auto", - h = "start", - p = "auto", - f = "auto", - m = 100, - g = "center"; - Object.defineProperties(this, { - id: { - enumerable: !0, - get: function () { - return n; - }, - set: function (e) { - n = "" + e; - }, - }, - pauseOnExit: { - enumerable: !0, - get: function () { - return r; - }, - set: function (e) { - r = !!e; - }, - }, - startTime: { - enumerable: !0, - get: function () { - return a; - }, - set: function (e) { - if ("number" != typeof e) - throw new TypeError("Start time must be set to a number."); - (a = e), (this.hasBeenReset = !0); - }, - }, - endTime: { - enumerable: !0, - get: function () { - return s; - }, - set: function (e) { - if ("number" != typeof e) - throw new TypeError("End time must be set to a number."); - (s = e), (this.hasBeenReset = !0); - }, - }, - text: { - enumerable: !0, - get: function () { - return o; - }, - set: function (e) { - (o = "" + e), (this.hasBeenReset = !0); - }, - }, - region: { - enumerable: !0, - get: function () { - return u; - }, - set: function (e) { - (u = e), (this.hasBeenReset = !0); - }, - }, - vertical: { - enumerable: !0, - get: function () { - return l; - }, - set: function (e) { - e = - "string" == typeof (e = e) && - !!Li[e.toLowerCase()] && - e.toLowerCase(); - if (!1 === e) - throw new SyntaxError( - "Vertical: an invalid or illegal direction string was specified.", - ); - (l = e), (this.hasBeenReset = !0); - }, - }, - snapToLines: { - enumerable: !0, - get: function () { - return c; - }, - set: function (e) { - (c = !!e), (this.hasBeenReset = !0); - }, - }, - line: { - enumerable: !0, - get: function () { - return d; - }, - set: function (e) { - if ("number" != typeof e && "auto" !== e) - throw new SyntaxError( - "Line: an invalid number or illegal string was specified.", - ); - (d = e), (this.hasBeenReset = !0); - }, - }, - lineAlign: { - enumerable: !0, - get: function () { - return h; - }, - set: function (e) { - e = Oi(e); - e && ((h = e), (this.hasBeenReset = !0)); - }, - }, - position: { - enumerable: !0, - get: function () { - return p; - }, - set: function (e) { - if (e < 0 || 100 < e) - throw new Error("Position must be between 0 and 100."); - (p = e), (this.hasBeenReset = !0); - }, - }, - positionAlign: { - enumerable: !0, - get: function () { - return f; - }, - set: function (e) { - e = Oi(e); - e && ((f = e), (this.hasBeenReset = !0)); - }, - }, - size: { - enumerable: !0, - get: function () { - return m; - }, - set: function (e) { - if (e < 0 || 100 < e) - throw new Error("Size must be between 0 and 100."); - (m = e), (this.hasBeenReset = !0); - }, - }, - align: { - enumerable: !0, - get: function () { - return g; - }, - set: function (e) { - e = Oi(e); - if (!e) - throw new SyntaxError( - "align: an invalid or illegal alignment string was specified.", - ); - (g = e), (this.hasBeenReset = !0); - }, - }, - }), - (this.displayState = void 0); - } - Mi.prototype.getCueAsHTML = function () { - return WebVTT.convertCueToDOMTree(window, this.text); - }; - var Ri = Mi, - Ni = { "": !0, up: !0 }; - function Ui(e) { - return "number" == typeof e && 0 <= e && e <= 100; - } - function Bi() { - var t = 100, - i = 3, - n = 0, - r = 100, - a = 0, - s = 100, - o = ""; - Object.defineProperties(this, { - width: { - enumerable: !0, - get: function () { - return t; - }, - set: function (e) { - if (!Ui(e)) throw new Error("Width must be between 0 and 100."); - t = e; - }, - }, - lines: { - enumerable: !0, - get: function () { - return i; - }, - set: function (e) { - if ("number" != typeof e) - throw new TypeError("Lines must be set to a number."); - i = e; - }, - }, - regionAnchorY: { - enumerable: !0, - get: function () { - return r; - }, - set: function (e) { - if (!Ui(e)) - throw new Error("RegionAnchorX must be between 0 and 100."); - r = e; - }, - }, - regionAnchorX: { - enumerable: !0, - get: function () { - return n; - }, - set: function (e) { - if (!Ui(e)) - throw new Error("RegionAnchorY must be between 0 and 100."); - n = e; - }, - }, - viewportAnchorY: { - enumerable: !0, - get: function () { - return s; - }, - set: function (e) { - if (!Ui(e)) - throw new Error("ViewportAnchorY must be between 0 and 100."); - s = e; - }, - }, - viewportAnchorX: { - enumerable: !0, - get: function () { - return a; - }, - set: function (e) { - if (!Ui(e)) - throw new Error("ViewportAnchorX must be between 0 and 100."); - a = e; - }, - }, - scroll: { - enumerable: !0, - get: function () { - return o; - }, - set: function (e) { - e = - "string" == typeof (e = e) && - !!Ni[e.toLowerCase()] && - e.toLowerCase(); - !1 === e || (o = e); - }, - }, - }); - } - var Fi = m(function (e) { - e = e.exports = { WebVTT: Pi, VTTCue: Ri, VTTRegion: Bi }; - (Kt.vttjs = e), (Kt.WebVTT = e.WebVTT); - var t = e.VTTCue, - i = e.VTTRegion, - n = Kt.VTTCue, - r = Kt.VTTRegion; - (e.shim = function () { - (Kt.VTTCue = t), (Kt.VTTRegion = i); - }), - (e.restore = function () { - (Kt.VTTCue = n), (Kt.VTTRegion = r); - }), - Kt.VTTCue || e.shim(); - }); - Fi.WebVTT, Fi.VTTCue, Fi.VTTRegion; - var ji = (function (n) { - function i(t, e) { - var i; - return ( - void 0 === e && (e = function () {}), - ((t = void 0 === t ? {} : t).reportTouchActivity = !1), - ((i = n.call(this, null, t, e) || this).onDurationChange_ = function ( - e, - ) { - return i.onDurationChange(e); - }), - (i.trackProgress_ = function (e) { - return i.trackProgress(e); - }), - (i.trackCurrentTime_ = function (e) { - return i.trackCurrentTime(e); - }), - (i.stopTrackingCurrentTime_ = function (e) { - return i.stopTrackingCurrentTime(e); - }), - (i.disposeSourceHandler_ = function (e) { - return i.disposeSourceHandler(e); - }), - (i.queuedHanders_ = new Set()), - (i.hasStarted_ = !1), - i.on("playing", function () { - this.hasStarted_ = !0; - }), - i.on("loadstart", function () { - this.hasStarted_ = !1; - }), - oi.names.forEach(function (e) { - e = oi[e]; - t && t[e.getterName] && (i[e.privateName] = t[e.getterName]); - }), - i.featuresProgressEvents || i.manualProgressOn(), - i.featuresTimeupdateEvents || i.manualTimeUpdatesOn(), - ["Text", "Audio", "Video"].forEach(function (e) { - !1 === t["native" + e + "Tracks"] && - (i["featuresNative" + e + "Tracks"] = !1); - }), - !1 === t.nativeCaptions || !1 === t.nativeTextTracks - ? (i.featuresNativeTextTracks = !1) - : (!0 !== t.nativeCaptions && !0 !== t.nativeTextTracks) || - (i.featuresNativeTextTracks = !0), - i.featuresNativeTextTracks || i.emulateTextTracks(), - (i.preloadTextTracks = !1 !== t.preloadTextTracks), - (i.autoRemoteTextTracks_ = new oi.text.ListClass()), - i.initTrackListeners(), - t.nativeControlsForTouch || i.emitTapEvents(), - i.constructor && (i.name_ = i.constructor.name || "Unknown Tech"), - i - ); - } - mt(i, n); - var e = i.prototype; - return ( - (e.triggerSourceset = function (e) { - var t = this; - this.isReady_ || - this.one("ready", function () { - return t.setTimeout(function () { - return t.triggerSourceset(e); - }, 1); - }), - this.trigger({ src: e, type: "sourceset" }); - }), - (e.manualProgressOn = function () { - this.on("durationchange", this.onDurationChange_), - (this.manualProgress = !0), - this.one("ready", this.trackProgress_); - }), - (e.manualProgressOff = function () { - (this.manualProgress = !1), - this.stopTrackingProgress(), - this.off("durationchange", this.onDurationChange_); - }), - (e.trackProgress = function (e) { - this.stopTrackingProgress(), - (this.progressInterval = this.setInterval( - Ve(this, function () { - var e = this.bufferedPercent(); - this.bufferedPercent_ !== e && this.trigger("progress"), - 1 === (this.bufferedPercent_ = e) && - this.stopTrackingProgress(); - }), - 500, - )); - }), - (e.onDurationChange = function (e) { - this.duration_ = this.duration(); - }), - (e.buffered = function () { - return vt(0, 0); - }), - (e.bufferedPercent = function () { - return _t(this.buffered(), this.duration_); - }), - (e.stopTrackingProgress = function () { - this.clearInterval(this.progressInterval); - }), - (e.manualTimeUpdatesOn = function () { - (this.manualTimeUpdates = !0), - this.on("play", this.trackCurrentTime_), - this.on("pause", this.stopTrackingCurrentTime_); - }), - (e.manualTimeUpdatesOff = function () { - (this.manualTimeUpdates = !1), - this.stopTrackingCurrentTime(), - this.off("play", this.trackCurrentTime_), - this.off("pause", this.stopTrackingCurrentTime_); - }), - (e.trackCurrentTime = function () { - this.currentTimeInterval && this.stopTrackingCurrentTime(), - (this.currentTimeInterval = this.setInterval(function () { - this.trigger({ - type: "timeupdate", - target: this, - manuallyTriggered: !0, - }); - }, 250)); - }), - (e.stopTrackingCurrentTime = function () { - this.clearInterval(this.currentTimeInterval), - this.trigger({ - type: "timeupdate", - target: this, - manuallyTriggered: !0, - }); - }), - (e.dispose = function () { - this.clearTracks(ai.names), - this.manualProgress && this.manualProgressOff(), - this.manualTimeUpdates && this.manualTimeUpdatesOff(), - n.prototype.dispose.call(this); - }), - (e.clearTracks = function (e) { - var r = this; - (e = [].concat(e)).forEach(function (e) { - for (var t = r[e + "Tracks"]() || [], i = t.length; i--; ) { - var n = t[i]; - "text" === e && r.removeRemoteTextTrack(n), t.removeTrack(n); - } - }); - }), - (e.cleanupAutoTextTracks = function () { - for (var e = this.autoRemoteTextTracks_ || [], t = e.length; t--; ) { - var i = e[t]; - this.removeRemoteTextTrack(i); - } - }), - (e.reset = function () {}), - (e.crossOrigin = function () {}), - (e.setCrossOrigin = function () {}), - (e.error = function (e) { - return ( - void 0 !== e && ((this.error_ = new bt(e)), this.trigger("error")), - this.error_ - ); - }), - (e.played = function () { - return this.hasStarted_ ? vt(0, 0) : vt(); - }), - (e.play = function () {}), - (e.setScrubbing = function () {}), - (e.scrubbing = function () {}), - (e.setCurrentTime = function () { - this.manualTimeUpdates && - this.trigger({ - type: "timeupdate", - target: this, - manuallyTriggered: !0, - }); - }), - (e.initTrackListeners = function () { - var r = this; - ai.names.forEach(function (e) { - function t() { - r.trigger(e + "trackchange"); - } - var i = ai[e], - n = r[i.getterName](); - n.addEventListener("removetrack", t), - n.addEventListener("addtrack", t), - r.on("dispose", function () { - n.removeEventListener("removetrack", t), - n.removeEventListener("addtrack", t); - }); - }); - }), - (e.addWebVttScript_ = function () { - var e, - t = this; - window.WebVTT || - (document.body.contains(this.el()) - ? !this.options_["vtt.js"] && S(Fi) && 0 < Object.keys(Fi).length - ? this.trigger("vttjsloaded") - : (((e = document.createElement("script")).src = - this.options_["vtt.js"] || - "https://vjs.zencdn.net/vttjs/0.14.1/vtt.min.js"), - (e.onload = function () { - t.trigger("vttjsloaded"); - }), - (e.onerror = function () { - t.trigger("vttjserror"); - }), - this.on("dispose", function () { - (e.onload = null), (e.onerror = null); - }), - (window.WebVTT = !0), - this.el().parentNode.appendChild(e)) - : this.ready(this.addWebVttScript_)); - }), - (e.emulateTextTracks = function () { - function t(e) { - return n.addTrack(e.track); - } - function i(e) { - return n.removeTrack(e.track); - } - var e = this, - n = this.textTracks(), - r = this.remoteTextTracks(); - r.on("addtrack", t), r.on("removetrack", i), this.addWebVttScript_(); - function a() { - return e.trigger("texttrackchange"); - } - function s() { - a(); - for (var e = 0; e < n.length; e++) { - var t = n[e]; - t.removeEventListener("cuechange", a), - "showing" === t.mode && t.addEventListener("cuechange", a); - } - } - s(), - n.addEventListener("change", s), - n.addEventListener("addtrack", s), - n.addEventListener("removetrack", s), - this.on("dispose", function () { - r.off("addtrack", t), - r.off("removetrack", i), - n.removeEventListener("change", s), - n.removeEventListener("addtrack", s), - n.removeEventListener("removetrack", s); - for (var e = 0; e < n.length; e++) - n[e].removeEventListener("cuechange", a); - }); - }), - (e.addTextTrack = function (e, t, i) { - if (!e) - throw new Error("TextTrack kind is required but was not provided"); - return (function (e, t, i, n, r) { - void 0 === r && (r = {}); - var a = e.textTracks(); - return ( - (r.kind = t), - i && (r.label = i), - n && (r.language = n), - (r.tech = e), - (r = new oi.text.TrackClass(r)), - a.addTrack(r), - r - ); - })(this, e, t, i); - }), - (e.createRemoteTextTrack = function (e) { - e = lt(e, { tech: this }); - return new si.remoteTextEl.TrackClass(e); - }), - (e.addRemoteTextTrack = function (e, t) { - var i = this, - n = this.createRemoteTextTrack((e = void 0 === e ? {} : e)); - return ( - !0 !== t && - !1 !== t && - (h.warn( - 'Calling addRemoteTextTrack without explicitly setting the "manualCleanup" parameter to `true` is deprecated and default to `false` in future version of video.js', - ), - (t = !0)), - this.remoteTextTrackEls().addTrackElement_(n), - this.remoteTextTracks().addTrack(n.track), - !0 !== t && - this.ready(function () { - return i.autoRemoteTextTracks_.addTrack(n.track); - }), - n - ); - }), - (e.removeRemoteTextTrack = function (e) { - var t = this.remoteTextTrackEls().getTrackElementByTrack_(e); - this.remoteTextTrackEls().removeTrackElement_(t), - this.remoteTextTracks().removeTrack(e), - this.autoRemoteTextTracks_.removeTrack(e); - }), - (e.getVideoPlaybackQuality = function () { - return {}; - }), - (e.requestPictureInPicture = function () { - var e = this.options_.Promise || window.Promise; - if (e) return e.reject(); - }), - (e.disablePictureInPicture = function () { - return !0; - }), - (e.setDisablePictureInPicture = function () {}), - (e.requestVideoFrameCallback = function (e) { - var t = this, - i = Pe++; - return ( - this.paused() - ? (this.queuedHanders_.add(i), - this.one("playing", function () { - t.queuedHanders_.has(i) && (t.queuedHanders_.delete(i), e()); - })) - : this.requestNamedAnimationFrame(i, e), - i - ); - }), - (e.cancelVideoFrameCallback = function (e) { - this.queuedHanders_.has(e) - ? this.queuedHanders_.delete(e) - : this.cancelNamedAnimationFrame(e); - }), - (e.setPoster = function () {}), - (e.playsinline = function () {}), - (e.setPlaysinline = function () {}), - (e.overrideNativeAudioTracks = function () {}), - (e.overrideNativeVideoTracks = function () {}), - (e.canPlayType = function () { - return ""; - }), - (i.canPlayType = function () { - return ""; - }), - (i.canPlaySource = function (e, t) { - return i.canPlayType(e.type); - }), - (i.isTech = function (e) { - return e.prototype instanceof i || e instanceof i || e === i; - }), - (i.registerTech = function (e, t) { - if ((i.techs_ || (i.techs_ = {}), !i.isTech(t))) - throw new Error("Tech " + e + " must be a Tech"); - if (!i.canPlayType) - throw new Error( - "Techs must have a static canPlayType method on them", - ); - if (!i.canPlaySource) - throw new Error( - "Techs must have a static canPlaySource method on them", - ); - return ( - (e = ut(e)), - (i.techs_[e] = t), - (i.techs_[ot(e)] = t), - "Tech" !== e && i.defaultTechOrder_.push(e), - t - ); - }), - (i.getTech = function (e) { - if (e) - return i.techs_ && i.techs_[e] - ? i.techs_[e] - : ((e = ut(e)), - window && window.videojs && window.videojs[e] - ? (h.warn( - "The " + - e + - " tech was added to the videojs object when it should be registered using videojs.registerTech(name, tech)", - ), - window.videojs[e]) - : void 0); - }), - i - ); - })(pt); - oi.names.forEach(function (e) { - var t = oi[e]; - ji.prototype[t.getterName] = function () { - return ( - (this[t.privateName] = this[t.privateName] || new t.ListClass()), - this[t.privateName] - ); - }; - }), - (ji.prototype.featuresVolumeControl = !0), - (ji.prototype.featuresMuteControl = !0), - (ji.prototype.featuresFullscreenResize = !1), - (ji.prototype.featuresPlaybackRate = !1), - (ji.prototype.featuresProgressEvents = !1), - (ji.prototype.featuresSourceset = !1), - (ji.prototype.featuresTimeupdateEvents = !1), - (ji.prototype.featuresNativeTextTracks = !1), - (ji.prototype.featuresVideoFrameCallback = !1), - (ji.withSourceHandlers = function (r) { - (r.registerSourceHandler = function (e, t) { - var i = (i = r.sourceHandlers) || (r.sourceHandlers = []); - void 0 === t && (t = i.length), i.splice(t, 0, e); - }), - (r.canPlayType = function (e) { - for (var t, i = r.sourceHandlers || [], n = 0; n < i.length; n++) - if ((t = i[n].canPlayType(e))) return t; - return ""; - }), - (r.selectSourceHandler = function (e, t) { - for (var i = r.sourceHandlers || [], n = 0; n < i.length; n++) - if (i[n].canHandleSource(e, t)) return i[n]; - return null; - }), - (r.canPlaySource = function (e, t) { - var i = r.selectSourceHandler(e, t); - return i ? i.canHandleSource(e, t) : ""; - }); - ["seekable", "seeking", "duration"].forEach(function (e) { - var t = this[e]; - "function" == typeof t && - (this[e] = function () { - return this.sourceHandler_ && this.sourceHandler_[e] - ? this.sourceHandler_[e].apply(this.sourceHandler_, arguments) - : t.apply(this, arguments); - }); - }, r.prototype), - (r.prototype.setSource = function (e) { - var t = r.selectSourceHandler(e, this.options_); - t || - (r.nativeSourceHandler - ? (t = r.nativeSourceHandler) - : h.error("No source handler found for the current source.")), - this.disposeSourceHandler(), - this.off("dispose", this.disposeSourceHandler_), - t !== r.nativeSourceHandler && (this.currentSource_ = e), - (this.sourceHandler_ = t.handleSource(e, this, this.options_)), - this.one("dispose", this.disposeSourceHandler_); - }), - (r.prototype.disposeSourceHandler = function () { - this.currentSource_ && - (this.clearTracks(["audio", "video"]), - (this.currentSource_ = null)), - this.cleanupAutoTextTracks(), - this.sourceHandler_ && - (this.sourceHandler_.dispose && this.sourceHandler_.dispose(), - (this.sourceHandler_ = null)); - }); - }), - pt.registerComponent("Tech", ji), - ji.registerTech("Tech", ji), - (ji.defaultTechOrder_ = []); - var Hi = {}, - qi = {}, - Vi = {}; - function Wi(e, t, i) { - e.setTimeout(function () { - return (function i(n, e, r, a, s, o) { - void 0 === n && (n = {}); - void 0 === e && (e = []); - void 0 === s && (s = []); - void 0 === o && (o = !1); - var t = e, - e = t[0], - u = t.slice(1); - if ("string" == typeof e) i(n, Hi[e], r, a, s, o); - else if (e) { - var l = Qi(a, e); - if (!l.setSource) return s.push(l), i(n, u, r, a, s, o); - l.setSource(b({}, n), function (e, t) { - return e - ? i(n, u, r, a, s, o) - : (s.push(l), - void i(t, n.type === t.type ? u : Hi[t.type], r, a, s, o)); - }); - } else - u.length - ? i(n, u, r, a, s, o) - : o - ? r(n, s) - : i(n, Hi["*"], r, a, s, !0); - })(t, Hi[t.type], i, e); - }, 1); - } - function Gi(e, t, i, n) { - void 0 === n && (n = null); - var r = "call" + ut(i), - r = e.reduce(Yi(r), n), - n = r === Vi, - r = n ? null : t[i](r); - return ( - (function (e, t, i, n) { - for (var r = e.length - 1; 0 <= r; r--) { - var a = e[r]; - a[t] && a[t](n, i); - } - })(e, i, r, n), - r - ); - } - var zi = { - buffered: 1, - currentTime: 1, - duration: 1, - muted: 1, - played: 1, - paused: 1, - seekable: 1, - volume: 1, - ended: 1, - }, - Xi = { setCurrentTime: 1, setMuted: 1, setVolume: 1 }, - Ki = { play: 1, pause: 1 }; - function Yi(i) { - return function (e, t) { - return e === Vi ? Vi : t[i] ? t[i](e) : e; - }; - } - function Qi(e, t) { - var i = qi[e.id()], - n = null; - if (null == i) return (n = t(e)), (qi[e.id()] = [[t, n]]), n; - for (var r = 0; r < i.length; r++) { - var a = i[r], - s = a[0], - a = a[1]; - s === t && (n = a); - } - return null === n && ((n = t(e)), i.push([t, n])), n; - } - function $i(e) { - return (e = Nt((e = void 0 === e ? "" : e))), Zi[e.toLowerCase()] || ""; - } - function Ji(e) { - var t; - return (e = Array.isArray(e) - ? ((t = []), - e.forEach(function (e) { - (e = Ji(e)), Array.isArray(e) ? (t = t.concat(e)) : T(e) && t.push(e); - }), - t) - : "string" == typeof e && e.trim() - ? [en({ src: e })] - : T(e) && "string" == typeof e.src && e.src && e.src.trim() - ? [en(e)] - : []); - } - var Zi = { - opus: "video/ogg", - ogv: "video/ogg", - mp4: "video/mp4", - mov: "video/mp4", - m4v: "video/mp4", - mkv: "video/x-matroska", - m4a: "audio/mp4", - mp3: "audio/mpeg", - aac: "audio/aac", - caf: "audio/x-caf", - flac: "audio/flac", - oga: "audio/ogg", - wav: "audio/wav", - m3u8: "application/x-mpegURL", - mpd: "application/dash+xml", - jpg: "image/jpeg", - jpeg: "image/jpeg", - gif: "image/gif", - png: "image/png", - svg: "image/svg+xml", - webp: "image/webp", - }; - function en(e) { - var t; - return e.type || ((t = $i(e.src)) && (e.type = t)), e; - } - I = (function (u) { - function e(e, t, i) { - var n = lt({ createEl: !1 }, t), - i = u.call(this, e, n, i) || this; - if (t.playerOptions.sources && 0 !== t.playerOptions.sources.length) - e.src(t.playerOptions.sources); - else - for (var r = 0, a = t.playerOptions.techOrder; r < a.length; r++) { - var s = ut(a[r]), - o = ji.getTech(s); - if ((o = !s ? pt.getComponent(s) : o) && o.isSupported()) { - e.loadTech_(s); - break; - } - } - return i; - } - return mt(e, u), e; - })(pt); - pt.registerComponent("MediaLoader", I); - C = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - i.options_.controlText && i.controlText(i.options_.controlText), - (i.handleMouseOver_ = function (e) { - return i.handleMouseOver(e); - }), - (i.handleMouseOut_ = function (e) { - return i.handleMouseOut(e); - }), - (i.handleClick_ = function (e) { - return i.handleClick(e); - }), - (i.handleKeyDown_ = function (e) { - return i.handleKeyDown(e); - }), - i.emitTapEvents(), - i.enable(), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.createEl = function (e, t, i) { - void 0 === e && (e = "div"), - void 0 === t && (t = {}), - void 0 === i && (i = {}), - (t = b({ className: this.buildCSSClass(), tabIndex: 0 }, t)), - "button" === e && - h.error( - "Creating a ClickableComponent with an HTML element of " + - e + - " is not supported; use a Button instead.", - ), - (i = b({ role: "button" }, i)), - (this.tabIndex_ = t.tabIndex); - i = $(e, t, i); - return ( - i.appendChild( - $( - "span", - { className: "vjs-icon-placeholder" }, - { "aria-hidden": !0 }, - ), - ), - this.createControlTextEl(i), - i - ); - }), - (t.dispose = function () { - (this.controlTextEl_ = null), n.prototype.dispose.call(this); - }), - (t.createControlTextEl = function (e) { - return ( - (this.controlTextEl_ = $( - "span", - { className: "vjs-control-text" }, - { "aria-live": "polite" }, - )), - e && e.appendChild(this.controlTextEl_), - this.controlText(this.controlText_, e), - this.controlTextEl_ - ); - }), - (t.controlText = function (e, t) { - if ((void 0 === t && (t = this.el()), void 0 === e)) - return this.controlText_ || "Need Text"; - var i = this.localize(e); - (this.controlText_ = e), - J(this.controlTextEl_, i), - this.nonIconControl || - this.player_.options_.noUITitleAttributes || - t.setAttribute("title", i); - }), - (t.buildCSSClass = function () { - return "vjs-control vjs-button " + n.prototype.buildCSSClass.call(this); - }), - (t.enable = function () { - this.enabled_ || - ((this.enabled_ = !0), - this.removeClass("vjs-disabled"), - this.el_.setAttribute("aria-disabled", "false"), - "undefined" != typeof this.tabIndex_ && - this.el_.setAttribute("tabIndex", this.tabIndex_), - this.on(["tap", "click"], this.handleClick_), - this.on("keydown", this.handleKeyDown_)); - }), - (t.disable = function () { - (this.enabled_ = !1), - this.addClass("vjs-disabled"), - this.el_.setAttribute("aria-disabled", "true"), - "undefined" != typeof this.tabIndex_ && - this.el_.removeAttribute("tabIndex"), - this.off("mouseover", this.handleMouseOver_), - this.off("mouseout", this.handleMouseOut_), - this.off(["tap", "click"], this.handleClick_), - this.off("keydown", this.handleKeyDown_); - }), - (t.handleLanguagechange = function () { - this.controlText(this.controlText_); - }), - (t.handleClick = function (e) { - this.options_.clickHandler && - this.options_.clickHandler.call(this, arguments); - }), - (t.handleKeyDown = function (e) { - ht.isEventKey(e, "Space") || ht.isEventKey(e, "Enter") - ? (e.preventDefault(), e.stopPropagation(), this.trigger("click")) - : n.prototype.handleKeyDown.call(this, e); - }), - e - ); - })(pt); - pt.registerComponent("ClickableComponent", C), - pt.registerComponent( - "PosterImage", - (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - i.update(), - (i.update_ = function (e) { - return i.update(e); - }), - e.on("posterchange", i.update_), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.dispose = function () { - this.player().off("posterchange", this.update_), - n.prototype.dispose.call(this); - }), - (t.createEl = function () { - return $("div", { className: "vjs-poster", tabIndex: -1 }); - }), - (t.update = function (e) { - var t = this.player().poster(); - this.setSrc(t), t ? this.show() : this.hide(); - }), - (t.setSrc = function (e) { - this.el_.style.backgroundImage = e ? 'url("' + e + '")' : ""; - }), - (t.handleClick = function (e) { - var t; - this.player_.controls() && - ((t = - this.player_.usingPlugin("eme") && - this.player_.eme.sessions && - 0 < this.player_.eme.sessions.length), - !this.player_.tech(!0) || - ((N || O) && t) || - this.player_.tech(!0).focus(), - this.player_.paused() - ? Et(this.player_.play()) - : this.player_.pause()); - }), - e - ); - })(C), - ); - var tn = "#222", - nn = { - monospace: "monospace", - sansSerif: "sans-serif", - serif: "serif", - monospaceSansSerif: '"Andale Mono", "Lucida Console", monospace', - monospaceSerif: '"Courier New", monospace', - proportionalSansSerif: "sans-serif", - proportionalSerif: "serif", - casual: '"Comic Sans MS", Impact, fantasy', - script: '"Monotype Corsiva", cursive', - smallcaps: '"Andale Mono", "Lucida Console", monospace, sans-serif', - }; - function rn(e, t) { - var i; - if (4 === e.length) i = e[1] + e[1] + e[2] + e[2] + e[3] + e[3]; - else { - if (7 !== e.length) - throw new Error( - "Invalid color code provided, " + - e + - "; must be formatted as e.g. #f0e or #f604e2.", - ); - i = e.slice(1); - } - return ( - "rgba(" + - parseInt(i.slice(0, 2), 16) + - "," + - parseInt(i.slice(2, 4), 16) + - "," + - parseInt(i.slice(4, 6), 16) + - "," + - t + - ")" - ); - } - function an(e, t, i) { - try { - e.style[t] = i; - } catch (e) { - return; - } - } - pt.registerComponent( - "TextTrackDisplay", - (function (a) { - function e(i, e, t) { - function n(e) { - return r.updateDisplay(e); - } - var r = a.call(this, i, e, t) || this; - return ( - i.on("loadstart", function (e) { - return r.toggleDisplay(e); - }), - i.on("texttrackchange", n), - i.on("loadedmetadata", function (e) { - return r.preselectTrack(e); - }), - i.ready( - Ve(ft(r), function () { - if (i.tech_ && i.tech_.featuresNativeTextTracks) this.hide(); - else { - i.on("fullscreenchange", n), - i.on("playerresize", n), - window.addEventListener("orientationchange", n), - i.on("dispose", function () { - return window.removeEventListener("orientationchange", n); - }); - for ( - var e = this.options_.playerOptions.tracks || [], t = 0; - t < e.length; - t++ - ) - this.player_.addRemoteTextTrack(e[t], !0); - this.preselectTrack(); - } - }), - ), - r - ); - } - mt(e, a); - var t = e.prototype; - return ( - (t.preselectTrack = function () { - for ( - var e, - t, - i, - n = { captions: 1, subtitles: 1 }, - r = this.player_.textTracks(), - a = this.player_.cache_.selectedLanguage, - s = 0; - s < r.length; - s++ - ) { - var o = r[s]; - a && - a.enabled && - a.language && - a.language === o.language && - o.kind in n - ? (i = (o.kind !== a.kind && i) || o) - : a && !a.enabled - ? (t = e = i = null) - : o.default && - ("descriptions" !== o.kind || e - ? o.kind in n && !t && (t = o) - : (e = o)); - } - i - ? (i.mode = "showing") - : t - ? (t.mode = "showing") - : e && (e.mode = "showing"); - }), - (t.toggleDisplay = function () { - this.player_.tech_ && this.player_.tech_.featuresNativeTextTracks - ? this.hide() - : this.show(); - }), - (t.createEl = function () { - return a.prototype.createEl.call( - this, - "div", - { className: "vjs-text-track-display" }, - { translate: "yes", "aria-live": "off", "aria-atomic": "true" }, - ); - }), - (t.clearDisplay = function () { - "function" == typeof window.WebVTT && - window.WebVTT.processCues(window, [], this.el_); - }), - (t.updateDisplay = function () { - var e = this.player_.textTracks(), - t = this.options_.allowMultipleShowingTracks; - if ((this.clearDisplay(), t)) { - for (var i = [], n = 0; n < e.length; ++n) { - var r = e[n]; - "showing" === r.mode && i.push(r); - } - this.updateForTrack(i); - } else { - for (var a = null, s = null, o = e.length; o--; ) { - var u = e[o]; - "showing" === u.mode && - ("descriptions" === u.kind ? (a = u) : (s = u)); - } - s - ? ("off" !== this.getAttribute("aria-live") && - this.setAttribute("aria-live", "off"), - this.updateForTrack(s)) - : a && - ("assertive" !== this.getAttribute("aria-live") && - this.setAttribute("aria-live", "assertive"), - this.updateForTrack(a)); - } - }), - (t.updateDisplayState = function (e) { - for ( - var t = this.player_.textTrackSettings.getValues(), - i = e.activeCues, - n = i.length; - n--; - - ) { - var r, - a = i[n]; - a && - ((r = a.displayState), - t.color && (r.firstChild.style.color = t.color), - t.textOpacity && - an(r.firstChild, "color", rn(t.color || "#fff", t.textOpacity)), - t.backgroundColor && - (r.firstChild.style.backgroundColor = t.backgroundColor), - t.backgroundOpacity && - an( - r.firstChild, - "backgroundColor", - rn(t.backgroundColor || "#000", t.backgroundOpacity), - ), - t.windowColor && - (t.windowOpacity - ? an(r, "backgroundColor", rn(t.windowColor, t.windowOpacity)) - : (r.style.backgroundColor = t.windowColor)), - t.edgeStyle && - ("dropshadow" === t.edgeStyle - ? (r.firstChild.style.textShadow = - "2px 2px 3px #222, 2px 2px 4px #222, 2px 2px 5px " + tn) - : "raised" === t.edgeStyle - ? (r.firstChild.style.textShadow = - "1px 1px #222, 2px 2px #222, 3px 3px " + tn) - : "depressed" === t.edgeStyle - ? (r.firstChild.style.textShadow = - "1px 1px #ccc, 0 1px #ccc, -1px -1px #222, 0 -1px " + - tn) - : "uniform" === t.edgeStyle && - (r.firstChild.style.textShadow = - "0 0 4px #222, 0 0 4px #222, 0 0 4px #222, 0 0 4px " + - tn)), - t.fontPercent && - 1 !== t.fontPercent && - ((a = window.parseFloat(r.style.fontSize)), - (r.style.fontSize = a * t.fontPercent + "px"), - (r.style.height = "auto"), - (r.style.top = "auto")), - t.fontFamily && - "default" !== t.fontFamily && - ("small-caps" === t.fontFamily - ? (r.firstChild.style.fontVariant = "small-caps") - : (r.firstChild.style.fontFamily = nn[t.fontFamily]))); - } - }), - (t.updateForTrack = function (e) { - if ( - (Array.isArray(e) || (e = [e]), - "function" == typeof window.WebVTT && - !e.every(function (e) { - return !e.activeCues; - })) - ) { - for (var t = [], i = 0; i < e.length; ++i) - for (var n = e[i], r = 0; r < n.activeCues.length; ++r) - t.push(n.activeCues[r]); - window.WebVTT.processCues(window, t, this.el_); - for (var a = 0; a < e.length; ++a) { - for (var s = e[a], o = 0; o < s.activeCues.length; ++o) { - var u = s.activeCues[o].displayState; - te(u, "vjs-text-track-cue"), - te(u, "vjs-text-track-cue-" + (s.language || a)), - s.language && oe(u, "lang", s.language); - } - this.player_.textTrackSettings && this.updateDisplayState(s); - } - } - }), - e - ); - })(pt), - ), - pt.registerComponent( - "LoadingSpinner", - (function (i) { - function e() { - return i.apply(this, arguments) || this; - } - return ( - mt(e, i), - (e.prototype.createEl = function () { - var e = this.player_.isAudio(), - t = this.localize(e ? "Audio Player" : "Video Player"), - e = $("span", { - className: "vjs-control-text", - textContent: this.localize("{1} is loading.", [t]), - }), - t = i.prototype.createEl.call(this, "div", { - className: "vjs-loading-spinner", - dir: "ltr", - }); - return t.appendChild(e), t; - }), - e - ); - })(pt), - ); - var sn = (function (t) { - function e() { - return t.apply(this, arguments) || this; - } - mt(e, t); - var i = e.prototype; - return ( - (i.createEl = function (e, t, i) { - void 0 === t && (t = {}), void 0 === i && (i = {}); - i = $( - "button", - (t = b({ className: this.buildCSSClass() }, t)), - (i = b({ type: "button" }, i)), - ); - return ( - i.appendChild( - $( - "span", - { className: "vjs-icon-placeholder" }, - { "aria-hidden": !0 }, - ), - ), - this.createControlTextEl(i), - i - ); - }), - (i.addChild = function (e, t) { - void 0 === t && (t = {}); - var i = this.constructor.name; - return ( - h.warn( - "Adding an actionable (user controllable) child to a Button (" + - i + - ") is not supported; use a ClickableComponent instead.", - ), - pt.prototype.addChild.call(this, e, t) - ); - }), - (i.enable = function () { - t.prototype.enable.call(this), this.el_.removeAttribute("disabled"); - }), - (i.disable = function () { - t.prototype.disable.call(this), - this.el_.setAttribute("disabled", "disabled"); - }), - (i.handleKeyDown = function (e) { - ht.isEventKey(e, "Space") || ht.isEventKey(e, "Enter") - ? e.stopPropagation() - : t.prototype.handleKeyDown.call(this, e); - }), - e - ); - })(C); - pt.registerComponent("Button", sn); - Bt = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - (i.mouseused_ = !1), - i.on("mousedown", function (e) { - return i.handleMouseDown(e); - }), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-big-play-button"; - }), - (t.handleClick = function (e) { - var t = this.player_.play(); - if (this.mouseused_ && e.clientX && e.clientY) { - var i = - this.player_.usingPlugin("eme") && - this.player_.eme.sessions && - 0 < this.player_.eme.sessions.length; - return ( - Et(t), - void ( - !this.player_.tech(!0) || - ((N || O) && i) || - this.player_.tech(!0).focus() - ) - ); - } - var i = this.player_.getChild("controlBar"), - n = i && i.getChild("playToggle"); - n - ? ((i = function () { - return n.focus(); - }), - wt(t) ? t.then(i, function () {}) : this.setTimeout(i, 1)) - : this.player_.tech(!0).focus(); - }), - (t.handleKeyDown = function (e) { - (this.mouseused_ = !1), n.prototype.handleKeyDown.call(this, e); - }), - (t.handleMouseDown = function (e) { - this.mouseused_ = !0; - }), - e - ); - })(sn); - (Bt.prototype.controlText_ = "Play Video"), - pt.registerComponent("BigPlayButton", Bt), - pt.registerComponent( - "CloseButton", - (function (i) { - function e(e, t) { - e = i.call(this, e, t) || this; - return e.controlText((t && t.controlText) || e.localize("Close")), e; - } - mt(e, i); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-close-button " + i.prototype.buildCSSClass.call(this); - }), - (t.handleClick = function (e) { - this.trigger({ type: "close", bubbles: !1 }); - }), - (t.handleKeyDown = function (e) { - ht.isEventKey(e, "Esc") - ? (e.preventDefault(), e.stopPropagation(), this.trigger("click")) - : i.prototype.handleKeyDown.call(this, e); - }), - e - ); - })(sn), - ); - Ft = (function (n) { - function e(e, t) { - var i = n.call(this, e, (t = void 0 === t ? {} : t)) || this; - return ( - (t.replay = void 0 === t.replay || t.replay), - i.on(e, "play", function (e) { - return i.handlePlay(e); - }), - i.on(e, "pause", function (e) { - return i.handlePause(e); - }), - t.replay && - i.on(e, "ended", function (e) { - return i.handleEnded(e); - }), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-play-control " + n.prototype.buildCSSClass.call(this); - }), - (t.handleClick = function (e) { - this.player_.paused() ? Et(this.player_.play()) : this.player_.pause(); - }), - (t.handleSeeked = function (e) { - this.removeClass("vjs-ended"), - this.player_.paused() ? this.handlePause(e) : this.handlePlay(e); - }), - (t.handlePlay = function (e) { - this.removeClass("vjs-ended"), - this.removeClass("vjs-paused"), - this.addClass("vjs-playing"), - this.controlText("Pause"); - }), - (t.handlePause = function (e) { - this.removeClass("vjs-playing"), - this.addClass("vjs-paused"), - this.controlText("Play"); - }), - (t.handleEnded = function (e) { - var t = this; - this.removeClass("vjs-playing"), - this.addClass("vjs-ended"), - this.controlText("Replay"), - this.one(this.player_, "seeked", function (e) { - return t.handleSeeked(e); - }); - }), - e - ); - })(sn); - (Ft.prototype.controlText_ = "Play"), pt.registerComponent("PlayToggle", Ft); - function on(e, t) { - e = e < 0 ? 0 : e; - var i = Math.floor(e % 60), - n = Math.floor((e / 60) % 60), - r = Math.floor(e / 3600), - a = Math.floor((t / 60) % 60), - t = Math.floor(t / 3600); - return ( - (r = - 0 < (r = isNaN(e) || e === 1 / 0 ? (n = i = "-") : r) || 0 < t - ? r + ":" - : "") + - (n = ((r || 10 <= a) && n < 10 ? "0" + n : n) + ":") + - (i = i < 10 ? "0" + i : i) - ); - } - var un = on; - function ln(e, t) { - return un(e, (t = void 0 === t ? e : t)); - } - k = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - i.on(e, ["timeupdate", "ended"], function (e) { - return i.updateContent(e); - }), - i.updateTextNode_(), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.createEl = function () { - var e = this.buildCSSClass(), - t = n.prototype.createEl.call(this, "div", { - className: e + " vjs-time-control vjs-control", - }), - i = $( - "span", - { - className: "vjs-control-text", - textContent: this.localize(this.labelText_) + " ", - }, - { role: "presentation" }, - ); - return ( - t.appendChild(i), - (this.contentEl_ = $( - "span", - { className: e + "-display" }, - { "aria-live": "off", role: "presentation" }, - )), - t.appendChild(this.contentEl_), - t - ); - }), - (t.dispose = function () { - (this.contentEl_ = null), - (this.textNode_ = null), - n.prototype.dispose.call(this); - }), - (t.updateTextNode_ = function (e) { - var t = this; - (e = ln((e = void 0 === e ? 0 : e))), - this.formattedTime_ !== e && - ((this.formattedTime_ = e), - this.requestNamedAnimationFrame( - "TimeDisplay#updateTextNode_", - function () { - var e; - t.contentEl_ && - ((e = t.textNode_) && - t.contentEl_.firstChild !== e && - ((e = null), - h.warn( - "TimeDisplay#updateTextnode_: Prevented replacement of text node element since it was no longer a child of this node. Appending a new node instead.", - )), - (t.textNode_ = document.createTextNode(t.formattedTime_)), - t.textNode_ && - (e - ? t.contentEl_.replaceChild(t.textNode_, e) - : t.contentEl_.appendChild(t.textNode_))); - }, - )); - }), - (t.updateContent = function (e) {}), - e - ); - })(pt); - (k.prototype.labelText_ = "Time"), - (k.prototype.controlText_ = "Time"), - pt.registerComponent("TimeDisplay", k); - jt = (function (e) { - function t() { - return e.apply(this, arguments) || this; - } - mt(t, e); - var i = t.prototype; - return ( - (i.buildCSSClass = function () { - return "vjs-current-time"; - }), - (i.updateContent = function (e) { - var t = this.player_.ended() - ? this.player_.duration() - : this.player_.scrubbing() - ? this.player_.getCache().currentTime - : this.player_.currentTime(); - this.updateTextNode_(t); - }), - t - ); - })(k); - (jt.prototype.labelText_ = "Current Time"), - (jt.prototype.controlText_ = "Current Time"), - pt.registerComponent("CurrentTimeDisplay", jt); - j = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this, - t = function (e) { - return i.updateContent(e); - }; - return ( - i.on(e, "durationchange", t), - i.on(e, "loadstart", t), - i.on(e, "loadedmetadata", t), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-duration"; - }), - (t.updateContent = function (e) { - var t = this.player_.duration(); - this.updateTextNode_(t); - }), - e - ); - })(k); - (j.prototype.labelText_ = "Duration"), - (j.prototype.controlText_ = "Duration"), - pt.registerComponent("DurationDisplay", j), - pt.registerComponent( - "TimeDivider", - (function (n) { - function e() { - return n.apply(this, arguments) || this; - } - return ( - mt(e, n), - (e.prototype.createEl = function () { - var e = n.prototype.createEl.call( - this, - "div", - { className: "vjs-time-control vjs-time-divider" }, - { "aria-hidden": !0 }, - ), - t = n.prototype.createEl.call(this, "div"), - i = n.prototype.createEl.call(this, "span", { textContent: "/" }); - return t.appendChild(i), e.appendChild(t), e; - }), - e - ); - })(pt), - ); - f = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - i.on(e, "durationchange", function (e) { - return i.updateContent(e); - }), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-remaining-time"; - }), - (t.createEl = function () { - var e = n.prototype.createEl.call(this); - return ( - !1 !== this.options_.displayNegative && - e.insertBefore( - $("span", {}, { "aria-hidden": !0 }, "-"), - this.contentEl_, - ), - e - ); - }), - (t.updateContent = function (e) { - var t; - "number" == typeof this.player_.duration() && - ((t = this.player_.ended() - ? 0 - : this.player_.remainingTimeDisplay - ? this.player_.remainingTimeDisplay() - : this.player_.remainingTime()), - this.updateTextNode_(t)); - }), - e - ); - })(k); - (f.prototype.labelText_ = "Remaining Time"), - (f.prototype.controlText_ = "Remaining Time"), - pt.registerComponent("RemainingTimeDisplay", f), - pt.registerComponent( - "LiveDisplay", - (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - i.updateShowing(), - i.on(i.player(), "durationchange", function (e) { - return i.updateShowing(e); - }), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.createEl = function () { - var e = n.prototype.createEl.call(this, "div", { - className: "vjs-live-control vjs-control", - }); - return ( - (this.contentEl_ = $( - "div", - { className: "vjs-live-display" }, - { "aria-live": "off" }, - )), - this.contentEl_.appendChild( - $("span", { - className: "vjs-control-text", - textContent: this.localize("Stream Type") + " ", - }), - ), - this.contentEl_.appendChild( - document.createTextNode(this.localize("LIVE")), - ), - e.appendChild(this.contentEl_), - e - ); - }), - (t.dispose = function () { - (this.contentEl_ = null), n.prototype.dispose.call(this); - }), - (t.updateShowing = function (e) { - this.player().duration() === 1 / 0 ? this.show() : this.hide(); - }), - e - ); - })(pt), - ); - ui = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - i.updateLiveEdgeStatus(), - i.player_.liveTracker && - ((i.updateLiveEdgeStatusHandler_ = function (e) { - return i.updateLiveEdgeStatus(e); - }), - i.on( - i.player_.liveTracker, - "liveedgechange", - i.updateLiveEdgeStatusHandler_, - )), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.createEl = function () { - var e = n.prototype.createEl.call(this, "button", { - className: "vjs-seek-to-live-control vjs-control", - }); - return ( - (this.textEl_ = $( - "span", - { - className: "vjs-seek-to-live-text", - textContent: this.localize("LIVE"), - }, - { "aria-hidden": "true" }, - )), - e.appendChild(this.textEl_), - e - ); - }), - (t.updateLiveEdgeStatus = function () { - !this.player_.liveTracker || this.player_.liveTracker.atLiveEdge() - ? (this.setAttribute("aria-disabled", !0), - this.addClass("vjs-at-live-edge"), - this.controlText("Seek to live, currently playing live")) - : (this.setAttribute("aria-disabled", !1), - this.removeClass("vjs-at-live-edge"), - this.controlText("Seek to live, currently behind live")); - }), - (t.handleClick = function () { - this.player_.liveTracker.seekToLiveEdge(); - }), - (t.dispose = function () { - this.player_.liveTracker && - this.off( - this.player_.liveTracker, - "liveedgechange", - this.updateLiveEdgeStatusHandler_, - ), - (this.textEl_ = null), - n.prototype.dispose.call(this); - }), - e - ); - })(sn); - (ui.prototype.controlText_ = "Seek to live, currently playing live"), - pt.registerComponent("SeekToLive", ui); - function cn(e, t, i) { - return (e = Number(e)), Math.min(i, Math.max(t, isNaN(e) ? t : e)); - } - li = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - (i.handleMouseDown_ = function (e) { - return i.handleMouseDown(e); - }), - (i.handleMouseUp_ = function (e) { - return i.handleMouseUp(e); - }), - (i.handleKeyDown_ = function (e) { - return i.handleKeyDown(e); - }), - (i.handleClick_ = function (e) { - return i.handleClick(e); - }), - (i.handleMouseMove_ = function (e) { - return i.handleMouseMove(e); - }), - (i.update_ = function (e) { - return i.update(e); - }), - (i.bar = i.getChild(i.options_.barName)), - i.vertical(!!i.options_.vertical), - i.enable(), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.enabled = function () { - return this.enabled_; - }), - (t.enable = function () { - this.enabled() || - (this.on("mousedown", this.handleMouseDown_), - this.on("touchstart", this.handleMouseDown_), - this.on("keydown", this.handleKeyDown_), - this.on("click", this.handleClick_), - this.on(this.player_, "controlsvisible", this.update), - this.playerEvent && - this.on(this.player_, this.playerEvent, this.update), - this.removeClass("disabled"), - this.setAttribute("tabindex", 0), - (this.enabled_ = !0)); - }), - (t.disable = function () { - var e; - this.enabled() && - ((e = this.bar.el_.ownerDocument), - this.off("mousedown", this.handleMouseDown_), - this.off("touchstart", this.handleMouseDown_), - this.off("keydown", this.handleKeyDown_), - this.off("click", this.handleClick_), - this.off(this.player_, "controlsvisible", this.update_), - this.off(e, "mousemove", this.handleMouseMove_), - this.off(e, "mouseup", this.handleMouseUp_), - this.off(e, "touchmove", this.handleMouseMove_), - this.off(e, "touchend", this.handleMouseUp_), - this.removeAttribute("tabindex"), - this.addClass("disabled"), - this.playerEvent && - this.off(this.player_, this.playerEvent, this.update), - (this.enabled_ = !1)); - }), - (t.createEl = function (e, t, i) { - return ( - void 0 === i && (i = {}), - ((t = void 0 === t ? {} : t).className = t.className + " vjs-slider"), - (t = b({ tabIndex: 0 }, t)), - (i = b( - { - role: "slider", - "aria-valuenow": 0, - "aria-valuemin": 0, - "aria-valuemax": 100, - tabIndex: 0, - }, - i, - )), - n.prototype.createEl.call(this, e, t, i) - ); - }), - (t.handleMouseDown = function (e) { - var t = this.bar.el_.ownerDocument; - "mousedown" === e.type && e.preventDefault(), - "touchstart" !== e.type || M || e.preventDefault(), - le(), - this.addClass("vjs-sliding"), - this.trigger("slideractive"), - this.on(t, "mousemove", this.handleMouseMove_), - this.on(t, "mouseup", this.handleMouseUp_), - this.on(t, "touchmove", this.handleMouseMove_), - this.on(t, "touchend", this.handleMouseUp_), - this.handleMouseMove(e, !0); - }), - (t.handleMouseMove = function (e) {}), - (t.handleMouseUp = function () { - var e = this.bar.el_.ownerDocument; - ce(), - this.removeClass("vjs-sliding"), - this.trigger("sliderinactive"), - this.off(e, "mousemove", this.handleMouseMove_), - this.off(e, "mouseup", this.handleMouseUp_), - this.off(e, "touchmove", this.handleMouseMove_), - this.off(e, "touchend", this.handleMouseUp_), - this.update(); - }), - (t.update = function () { - var t = this; - if (this.el_ && this.bar) { - var i = this.getProgress(); - return i === this.progress_ - ? i - : ((this.progress_ = i), - this.requestNamedAnimationFrame("Slider#update", function () { - var e = t.vertical() ? "height" : "width"; - t.bar.el().style[e] = (100 * i).toFixed(2) + "%"; - }), - i); - } - }), - (t.getProgress = function () { - return Number(cn(this.getPercent(), 0, 1).toFixed(4)); - }), - (t.calculateDistance = function (e) { - e = pe(this.el_, e); - return this.vertical() ? e.y : e.x; - }), - (t.handleKeyDown = function (e) { - ht.isEventKey(e, "Left") || ht.isEventKey(e, "Down") - ? (e.preventDefault(), e.stopPropagation(), this.stepBack()) - : ht.isEventKey(e, "Right") || ht.isEventKey(e, "Up") - ? (e.preventDefault(), e.stopPropagation(), this.stepForward()) - : n.prototype.handleKeyDown.call(this, e); - }), - (t.handleClick = function (e) { - e.stopPropagation(), e.preventDefault(); - }), - (t.vertical = function (e) { - if (void 0 === e) return this.vertical_ || !1; - (this.vertical_ = !!e), - this.vertical_ - ? this.addClass("vjs-slider-vertical") - : this.addClass("vjs-slider-horizontal"); - }), - e - ); - })(pt); - pt.registerComponent("Slider", li); - function dn(e, t) { - return cn((e / t) * 100, 0, 100).toFixed(2) + "%"; - } - pt.registerComponent( - "LoadProgressBar", - (function (r) { - function e(e, t) { - var i = r.call(this, e, t) || this; - return ( - (i.partEls_ = []), - i.on(e, "progress", function (e) { - return i.update(e); - }), - i - ); - } - mt(e, r); - var t = e.prototype; - return ( - (t.createEl = function () { - var e = r.prototype.createEl.call(this, "div", { - className: "vjs-load-progress", - }), - t = $("span", { className: "vjs-control-text" }), - i = $("span", { textContent: this.localize("Loaded") }), - n = document.createTextNode(": "); - return ( - (this.percentageEl_ = $("span", { - className: "vjs-control-text-loaded-percentage", - textContent: "0%", - })), - e.appendChild(t), - t.appendChild(i), - t.appendChild(n), - t.appendChild(this.percentageEl_), - e - ); - }), - (t.dispose = function () { - (this.partEls_ = null), - (this.percentageEl_ = null), - r.prototype.dispose.call(this); - }), - (t.update = function (e) { - var l = this; - this.requestNamedAnimationFrame( - "LoadProgressBar#update", - function () { - var e = l.player_.liveTracker, - t = l.player_.buffered(), - e = e && e.isLive() ? e.seekableEnd() : l.player_.duration(), - i = l.player_.bufferedEnd(), - n = l.partEls_, - e = dn(i, e); - l.percent_ !== e && - ((l.el_.style.width = e), - J(l.percentageEl_, e), - (l.percent_ = e)); - for (var r = 0; r < t.length; r++) { - var a = t.start(r), - s = t.end(r), - o = n[r]; - o || ((o = l.el_.appendChild($())), (n[r] = o)), - (o.dataset.start === a && o.dataset.end === s) || - ((o.dataset.start = a), - (o.dataset.end = s), - (o.style.left = dn(a, i)), - (o.style.width = dn(s - a, i))); - } - for (var u = n.length; u > t.length; u--) - l.el_.removeChild(n[u - 1]); - n.length = t.length; - }, - ); - }), - e - ); - })(pt), - ), - pt.registerComponent( - "TimeTooltip", - (function (i) { - function e(e, t) { - t = i.call(this, e, t) || this; - return (t.update = We(Ve(ft(t), t.update), 30)), t; - } - mt(e, i); - var t = e.prototype; - return ( - (t.createEl = function () { - return i.prototype.createEl.call( - this, - "div", - { className: "vjs-time-tooltip" }, - { "aria-hidden": "true" }, - ); - }), - (t.update = function (e, t, i) { - var n = he(this.el_), - r = de(this.player_.el()), - a = e.width * t; - r && - n && - ((t = e.left - r.left + a), - (r = e.width - a + (r.right - e.right)), - t < (e = n.width / 2) ? (e += e - t) : r < e && (e = r), - e < 0 ? (e = 0) : e > n.width && (e = n.width), - (e = Math.round(e)), - (this.el_.style.right = "-" + e + "px"), - this.write(i)); - }), - (t.write = function (e) { - J(this.el_, e); - }), - (t.updateTime = function (n, r, a, s) { - var o = this; - this.requestNamedAnimationFrame( - "TimeTooltip#updateTime", - function () { - var e, - t, - i = o.player_.duration(); - (i = - o.player_.liveTracker && o.player_.liveTracker.isLive() - ? ((t = (e = o.player_.liveTracker.liveWindow()) - r * e) < - 1 - ? "" - : "-") + ln(t, e) - : ln(a, i)), - o.update(n, r, i), - s && s(); - }, - ); - }), - e - ); - })(pt), - ); - Xt = (function (i) { - function e(e, t) { - t = i.call(this, e, t) || this; - return (t.update = We(Ve(ft(t), t.update), 30)), t; - } - mt(e, i); - var t = e.prototype; - return ( - (t.createEl = function () { - return i.prototype.createEl.call( - this, - "div", - { className: "vjs-play-progress vjs-slider-bar" }, - { "aria-hidden": "true" }, - ); - }), - (t.update = function (e, t) { - var i, - n = this.getChild("timeTooltip"); - n && - ((i = this.player_.scrubbing() - ? this.player_.getCache().currentTime - : this.player_.currentTime()), - n.updateTime(e, t, i)); - }), - e - ); - })(pt); - (Xt.prototype.options_ = { children: [] }), - q || A || Xt.prototype.options_.children.push("timeTooltip"), - pt.registerComponent("PlayProgressBar", Xt); - I = (function (i) { - function e(e, t) { - t = i.call(this, e, t) || this; - return (t.update = We(Ve(ft(t), t.update), 30)), t; - } - mt(e, i); - var t = e.prototype; - return ( - (t.createEl = function () { - return i.prototype.createEl.call(this, "div", { - className: "vjs-mouse-display", - }); - }), - (t.update = function (e, t) { - var i = this, - n = t * this.player_.duration(); - this.getChild("timeTooltip").updateTime(e, t, n, function () { - i.el_.style.left = e.width * t + "px"; - }); - }), - e - ); - })(pt); - (I.prototype.options_ = { children: ["timeTooltip"] }), - pt.registerComponent("MouseTimeDisplay", I); - Bt = (function (a) { - function e(e, t) { - t = a.call(this, e, t) || this; - return t.setEventHandlers_(), t; - } - mt(e, a); - var t = e.prototype; - return ( - (t.setEventHandlers_ = function () { - var t = this; - (this.update_ = Ve(this, this.update)), - (this.update = We(this.update_, 30)), - this.on( - this.player_, - ["ended", "durationchange", "timeupdate"], - this.update, - ), - this.player_.liveTracker && - this.on(this.player_.liveTracker, "liveedgechange", this.update), - (this.updateInterval = null), - (this.enableIntervalHandler_ = function (e) { - return t.enableInterval_(e); - }), - (this.disableIntervalHandler_ = function (e) { - return t.disableInterval_(e); - }), - this.on(this.player_, ["playing"], this.enableIntervalHandler_), - this.on( - this.player_, - ["ended", "pause", "waiting"], - this.disableIntervalHandler_, - ), - "hidden" in document && - "visibilityState" in document && - this.on(document, "visibilitychange", this.toggleVisibility_); - }), - (t.toggleVisibility_ = function (e) { - "hidden" === document.visibilityState - ? (this.cancelNamedAnimationFrame("SeekBar#update"), - this.cancelNamedAnimationFrame("Slider#update"), - this.disableInterval_(e)) - : (this.player_.ended() || - this.player_.paused() || - this.enableInterval_(), - this.update()); - }), - (t.enableInterval_ = function () { - this.updateInterval || - (this.updateInterval = this.setInterval(this.update, 30)); - }), - (t.disableInterval_ = function (e) { - (this.player_.liveTracker && - this.player_.liveTracker.isLive() && - e && - "ended" !== e.type) || - (this.updateInterval && - (this.clearInterval(this.updateInterval), - (this.updateInterval = null))); - }), - (t.createEl = function () { - return a.prototype.createEl.call( - this, - "div", - { className: "vjs-progress-holder" }, - { "aria-label": this.localize("Progress Bar") }, - ); - }), - (t.update = function (e) { - var n = this; - if ("hidden" !== document.visibilityState) { - var r = a.prototype.update.call(this); - return ( - this.requestNamedAnimationFrame("SeekBar#update", function () { - var e = n.player_.ended() - ? n.player_.duration() - : n.getCurrentTime_(), - t = n.player_.liveTracker, - i = n.player_.duration(); - t && t.isLive() && (i = n.player_.liveTracker.liveCurrentTime()), - n.percent_ !== r && - (n.el_.setAttribute("aria-valuenow", (100 * r).toFixed(2)), - (n.percent_ = r)), - (n.currentTime_ === e && n.duration_ === i) || - (n.el_.setAttribute( - "aria-valuetext", - n.localize( - "progress bar timing: currentTime={1} duration={2}", - [ln(e, i), ln(i, i)], - "{1} of {2}", - ), - ), - (n.currentTime_ = e), - (n.duration_ = i)), - n.bar && n.bar.update(de(n.el()), n.getProgress()); - }), - r - ); - } - }), - (t.userSeek_ = function (e) { - this.player_.liveTracker && - this.player_.liveTracker.isLive() && - this.player_.liveTracker.nextSeekedFromUser(), - this.player_.currentTime(e); - }), - (t.getCurrentTime_ = function () { - return this.player_.scrubbing() - ? this.player_.getCache().currentTime - : this.player_.currentTime(); - }), - (t.getPercent = function () { - var e, - t = this.getCurrentTime_(), - i = this.player_.liveTracker; - return ( - i && i.isLive() - ? ((e = (t - i.seekableStart()) / i.liveWindow()), - i.atLiveEdge() && (e = 1)) - : (e = t / this.player_.duration()), - e - ); - }), - (t.handleMouseDown = function (e) { - _e(e) && - (e.stopPropagation(), - (this.videoWasPlaying = !this.player_.paused()), - this.player_.pause(), - a.prototype.handleMouseDown.call(this, e)); - }), - (t.handleMouseMove = function (e, t) { - if ((void 0 === t && (t = !1), _e(e))) { - t || this.player_.scrubbing() || this.player_.scrubbing(!0); - var i = this.calculateDistance(e), - n = this.player_.liveTracker; - if (n && n.isLive()) { - if (0.99 <= i) return void n.seekToLiveEdge(); - var r, - t = n.seekableStart(), - e = n.liveCurrentTime(); - if ( - (r = - (r = e <= (r = t + i * n.liveWindow()) ? e : r) <= t - ? t + 0.1 - : r) === - 1 / 0 - ) - return; - } else - (r = i * this.player_.duration()) === this.player_.duration() && - (r -= 0.1); - this.userSeek_(r); - } - }), - (t.enable = function () { - a.prototype.enable.call(this); - var e = this.getChild("mouseTimeDisplay"); - e && e.show(); - }), - (t.disable = function () { - a.prototype.disable.call(this); - var e = this.getChild("mouseTimeDisplay"); - e && e.hide(); - }), - (t.handleMouseUp = function (e) { - a.prototype.handleMouseUp.call(this, e), - e && e.stopPropagation(), - this.player_.scrubbing(!1), - this.player_.trigger({ - type: "timeupdate", - target: this, - manuallyTriggered: !0, - }), - this.videoWasPlaying ? Et(this.player_.play()) : this.update_(); - }), - (t.stepForward = function () { - this.userSeek_(this.player_.currentTime() + 5); - }), - (t.stepBack = function () { - this.userSeek_(this.player_.currentTime() - 5); - }), - (t.handleAction = function (e) { - this.player_.paused() ? this.player_.play() : this.player_.pause(); - }), - (t.handleKeyDown = function (e) { - var t, - i = this.player_.liveTracker; - ht.isEventKey(e, "Space") || ht.isEventKey(e, "Enter") - ? (e.preventDefault(), e.stopPropagation(), this.handleAction(e)) - : ht.isEventKey(e, "Home") - ? (e.preventDefault(), e.stopPropagation(), this.userSeek_(0)) - : ht.isEventKey(e, "End") - ? (e.preventDefault(), - e.stopPropagation(), - i && i.isLive() - ? this.userSeek_(i.liveCurrentTime()) - : this.userSeek_(this.player_.duration())) - : /^[0-9]$/.test(ht(e)) - ? (e.preventDefault(), - e.stopPropagation(), - (t = (10 * (ht.codes[ht(e)] - ht.codes[0])) / 100), - i && i.isLive() - ? this.userSeek_(i.seekableStart() + i.liveWindow() * t) - : this.userSeek_(this.player_.duration() * t)) - : ht.isEventKey(e, "PgDn") - ? (e.preventDefault(), - e.stopPropagation(), - this.userSeek_(this.player_.currentTime() - 60)) - : ht.isEventKey(e, "PgUp") - ? (e.preventDefault(), - e.stopPropagation(), - this.userSeek_(this.player_.currentTime() + 60)) - : a.prototype.handleKeyDown.call(this, e); - }), - (t.dispose = function () { - this.disableInterval_(), - this.off( - this.player_, - ["ended", "durationchange", "timeupdate"], - this.update, - ), - this.player_.liveTracker && - this.off(this.player_.liveTracker, "liveedgechange", this.update), - this.off(this.player_, ["playing"], this.enableIntervalHandler_), - this.off( - this.player_, - ["ended", "pause", "waiting"], - this.disableIntervalHandler_, - ), - "hidden" in document && - "visibilityState" in document && - this.off(document, "visibilitychange", this.toggleVisibility_), - a.prototype.dispose.call(this); - }), - e - ); - })(li); - (Bt.prototype.options_ = { - children: ["loadProgressBar", "playProgressBar"], - barName: "playProgressBar", - }), - q || A || Bt.prototype.options_.children.splice(1, 0, "mouseTimeDisplay"), - pt.registerComponent("SeekBar", Bt); - Ft = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - (i.handleMouseMove = We(Ve(ft(i), i.handleMouseMove), 30)), - (i.throttledHandleMouseSeek = We(Ve(ft(i), i.handleMouseSeek), 30)), - (i.handleMouseUpHandler_ = function (e) { - return i.handleMouseUp(e); - }), - (i.handleMouseDownHandler_ = function (e) { - return i.handleMouseDown(e); - }), - i.enable(), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.createEl = function () { - return n.prototype.createEl.call(this, "div", { - className: "vjs-progress-control vjs-control", - }); - }), - (t.handleMouseMove = function (e) { - var t, - i, - n, - r, - a = this.getChild("seekBar"); - a && - ((t = a.getChild("playProgressBar")), - (i = a.getChild("mouseTimeDisplay")), - (t || i) && - ((r = he((n = a.el()))), - (e = pe(n, e).x), - (e = cn(e, 0, 1)), - i && i.update(r, e), - t && t.update(r, a.getProgress()))); - }), - (t.handleMouseSeek = function (e) { - var t = this.getChild("seekBar"); - t && t.handleMouseMove(e); - }), - (t.enabled = function () { - return this.enabled_; - }), - (t.disable = function () { - var e; - this.children().forEach(function (e) { - return e.disable && e.disable(); - }), - this.enabled() && - (this.off( - ["mousedown", "touchstart"], - this.handleMouseDownHandler_, - ), - this.off(this.el_, "mousemove", this.handleMouseMove), - this.removeListenersAddedOnMousedownAndTouchstart(), - this.addClass("disabled"), - (this.enabled_ = !1), - this.player_.scrubbing() && - ((e = this.getChild("seekBar")), - this.player_.scrubbing(!1), - e.videoWasPlaying && Et(this.player_.play()))); - }), - (t.enable = function () { - this.children().forEach(function (e) { - return e.enable && e.enable(); - }), - this.enabled() || - (this.on(["mousedown", "touchstart"], this.handleMouseDownHandler_), - this.on(this.el_, "mousemove", this.handleMouseMove), - this.removeClass("disabled"), - (this.enabled_ = !0)); - }), - (t.removeListenersAddedOnMousedownAndTouchstart = function () { - var e = this.el_.ownerDocument; - this.off(e, "mousemove", this.throttledHandleMouseSeek), - this.off(e, "touchmove", this.throttledHandleMouseSeek), - this.off(e, "mouseup", this.handleMouseUpHandler_), - this.off(e, "touchend", this.handleMouseUpHandler_); - }), - (t.handleMouseDown = function (e) { - var t = this.el_.ownerDocument, - i = this.getChild("seekBar"); - i && i.handleMouseDown(e), - this.on(t, "mousemove", this.throttledHandleMouseSeek), - this.on(t, "touchmove", this.throttledHandleMouseSeek), - this.on(t, "mouseup", this.handleMouseUpHandler_), - this.on(t, "touchend", this.handleMouseUpHandler_); - }), - (t.handleMouseUp = function (e) { - var t = this.getChild("seekBar"); - t && t.handleMouseUp(e), - this.removeListenersAddedOnMousedownAndTouchstart(); - }), - e - ); - })(pt); - (Ft.prototype.options_ = { children: ["seekBar"] }), - pt.registerComponent("ProgressControl", Ft); - jt = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - i.on( - e, - ["enterpictureinpicture", "leavepictureinpicture"], - function (e) { - return i.handlePictureInPictureChange(e); - }, - ), - i.on( - e, - ["disablepictureinpicturechanged", "loadedmetadata"], - function (e) { - return i.handlePictureInPictureEnabledChange(e); - }, - ), - i.on( - e, - ["loadedmetadata", "audioonlymodechange", "audiopostermodechange"], - function () { - "audio" === e.currentType().substring(0, 5) || - e.audioPosterMode() || - e.audioOnlyMode() - ? (e.isInPictureInPicture() && e.exitPictureInPicture(), i.hide()) - : i.show(); - }, - ), - i.disable(), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return ( - "vjs-picture-in-picture-control " + - n.prototype.buildCSSClass.call(this) - ); - }), - (t.handlePictureInPictureEnabledChange = function () { - document.pictureInPictureEnabled && - !1 === this.player_.disablePictureInPicture() - ? this.enable() - : this.disable(); - }), - (t.handlePictureInPictureChange = function (e) { - this.player_.isInPictureInPicture() - ? this.controlText("Exit Picture-in-Picture") - : this.controlText("Picture-in-Picture"), - this.handlePictureInPictureEnabledChange(); - }), - (t.handleClick = function (e) { - this.player_.isInPictureInPicture() - ? this.player_.exitPictureInPicture() - : this.player_.requestPictureInPicture(); - }), - e - ); - })(sn); - (jt.prototype.controlText_ = "Picture-in-Picture"), - pt.registerComponent("PictureInPictureToggle", jt); - j = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - i.on(e, "fullscreenchange", function (e) { - return i.handleFullscreenChange(e); - }), - !1 === document[e.fsApi_.fullscreenEnabled] && i.disable(), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-fullscreen-control " + n.prototype.buildCSSClass.call(this); - }), - (t.handleFullscreenChange = function (e) { - this.player_.isFullscreen() - ? this.controlText("Non-Fullscreen") - : this.controlText("Fullscreen"); - }), - (t.handleClick = function (e) { - this.player_.isFullscreen() - ? this.player_.exitFullscreen() - : this.player_.requestFullscreen(); - }), - e - ); - })(sn); - (j.prototype.controlText_ = "Fullscreen"), - pt.registerComponent("FullscreenToggle", j); - pt.registerComponent( - "VolumeLevel", - (function (t) { - function e() { - return t.apply(this, arguments) || this; - } - return ( - mt(e, t), - (e.prototype.createEl = function () { - var e = t.prototype.createEl.call(this, "div", { - className: "vjs-volume-level", - }); - return ( - e.appendChild( - t.prototype.createEl.call(this, "span", { - className: "vjs-control-text", - }), - ), - e - ); - }), - e - ); - })(pt), - ), - pt.registerComponent( - "VolumeLevelTooltip", - (function (i) { - function e(e, t) { - t = i.call(this, e, t) || this; - return (t.update = We(Ve(ft(t), t.update), 30)), t; - } - mt(e, i); - var t = e.prototype; - return ( - (t.createEl = function () { - return i.prototype.createEl.call( - this, - "div", - { className: "vjs-volume-tooltip" }, - { "aria-hidden": "true" }, - ); - }), - (t.update = function (e, t, i, n) { - if (!i) { - var r = de(this.el_), - a = de(this.player_.el()), - i = e.width * t; - if (!a || !r) return; - (t = e.left - a.left + i), - (a = e.width - i + (a.right - e.right)), - (e = r.width / 2); - t < e ? (e += e - t) : a < e && (e = a), - e < 0 ? (e = 0) : e > r.width && (e = r.width), - (this.el_.style.right = "-" + e + "px"); - } - this.write(n + "%"); - }), - (t.write = function (e) { - J(this.el_, e); - }), - (t.updateVolume = function (e, t, i, n, r) { - var a = this; - this.requestNamedAnimationFrame( - "VolumeLevelTooltip#updateVolume", - function () { - a.update(e, t, i, n.toFixed(0)), r && r(); - }, - ); - }), - e - ); - })(pt), - ); - k = (function (i) { - function e(e, t) { - t = i.call(this, e, t) || this; - return (t.update = We(Ve(ft(t), t.update), 30)), t; - } - mt(e, i); - var t = e.prototype; - return ( - (t.createEl = function () { - return i.prototype.createEl.call(this, "div", { - className: "vjs-mouse-display", - }); - }), - (t.update = function (e, t, i) { - var n = this, - r = 100 * t; - this.getChild("volumeLevelTooltip").updateVolume( - e, - t, - i, - r, - function () { - i - ? (n.el_.style.bottom = e.height * t + "px") - : (n.el_.style.left = e.width * t + "px"); - }, - ); - }), - e - ); - })(pt); - (k.prototype.options_ = { children: ["volumeLevelTooltip"] }), - pt.registerComponent("MouseVolumeLevelDisplay", k); - f = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - i.on("slideractive", function (e) { - return i.updateLastVolume_(e); - }), - i.on(e, "volumechange", function (e) { - return i.updateARIAAttributes(e); - }), - e.ready(function () { - return i.updateARIAAttributes(); - }), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.createEl = function () { - return n.prototype.createEl.call( - this, - "div", - { className: "vjs-volume-bar vjs-slider-bar" }, - { - "aria-label": this.localize("Volume Level"), - "aria-live": "polite", - }, - ); - }), - (t.handleMouseDown = function (e) { - _e(e) && n.prototype.handleMouseDown.call(this, e); - }), - (t.handleMouseMove = function (e) { - var t, - i, - n, - r = this.getChild("mouseVolumeLevelDisplay"); - r && - ((t = de((n = this.el()))), - (i = this.vertical()), - (n = pe(n, e)), - (n = i ? n.y : n.x), - (n = cn(n, 0, 1)), - r.update(t, n, i)), - _e(e) && - (this.checkMuted(), this.player_.volume(this.calculateDistance(e))); - }), - (t.checkMuted = function () { - this.player_.muted() && this.player_.muted(!1); - }), - (t.getPercent = function () { - return this.player_.muted() ? 0 : this.player_.volume(); - }), - (t.stepForward = function () { - this.checkMuted(), this.player_.volume(this.player_.volume() + 0.1); - }), - (t.stepBack = function () { - this.checkMuted(), this.player_.volume(this.player_.volume() - 0.1); - }), - (t.updateARIAAttributes = function (e) { - var t = this.player_.muted() ? 0 : this.volumeAsPercentage_(); - this.el_.setAttribute("aria-valuenow", t), - this.el_.setAttribute("aria-valuetext", t + "%"); - }), - (t.volumeAsPercentage_ = function () { - return Math.round(100 * this.player_.volume()); - }), - (t.updateLastVolume_ = function () { - var e = this, - t = this.player_.volume(); - this.one("sliderinactive", function () { - 0 === e.player_.volume() && e.player_.lastVolume_(t); - }); - }), - e - ); - })(li); - (f.prototype.options_ = { - children: ["volumeLevel"], - barName: "volumeLevel", - }), - q || - A || - f.prototype.options_.children.splice(0, 0, "mouseVolumeLevelDisplay"), - (f.prototype.playerEvent = "volumechange"), - pt.registerComponent("VolumeBar", f); - ui = (function (a) { - function e(e, t) { - var i, n, r; - return ( - ((t = void 0 === t ? {} : t).vertical = t.vertical || !1), - ("undefined" != typeof t.volumeBar && !S(t.volumeBar)) || - ((t.volumeBar = t.volumeBar || {}), - (t.volumeBar.vertical = t.vertical)), - (i = a.call(this, e, t) || this), - (n = ft(i)), - (r = e).tech_ && - !r.tech_.featuresVolumeControl && - n.addClass("vjs-hidden"), - n.on(r, "loadstart", function () { - r.tech_.featuresVolumeControl - ? n.removeClass("vjs-hidden") - : n.addClass("vjs-hidden"); - }), - (i.throttledHandleMouseMove = We(Ve(ft(i), i.handleMouseMove), 30)), - (i.handleMouseUpHandler_ = function (e) { - return i.handleMouseUp(e); - }), - i.on("mousedown", function (e) { - return i.handleMouseDown(e); - }), - i.on("touchstart", function (e) { - return i.handleMouseDown(e); - }), - i.on("mousemove", function (e) { - return i.handleMouseMove(e); - }), - i.on(i.volumeBar, ["focus", "slideractive"], function () { - i.volumeBar.addClass("vjs-slider-active"), - i.addClass("vjs-slider-active"), - i.trigger("slideractive"); - }), - i.on(i.volumeBar, ["blur", "sliderinactive"], function () { - i.volumeBar.removeClass("vjs-slider-active"), - i.removeClass("vjs-slider-active"), - i.trigger("sliderinactive"); - }), - i - ); - } - mt(e, a); - var t = e.prototype; - return ( - (t.createEl = function () { - var e = "vjs-volume-horizontal"; - return ( - this.options_.vertical && (e = "vjs-volume-vertical"), - a.prototype.createEl.call(this, "div", { - className: "vjs-volume-control vjs-control " + e, - }) - ); - }), - (t.handleMouseDown = function (e) { - var t = this.el_.ownerDocument; - this.on(t, "mousemove", this.throttledHandleMouseMove), - this.on(t, "touchmove", this.throttledHandleMouseMove), - this.on(t, "mouseup", this.handleMouseUpHandler_), - this.on(t, "touchend", this.handleMouseUpHandler_); - }), - (t.handleMouseUp = function (e) { - var t = this.el_.ownerDocument; - this.off(t, "mousemove", this.throttledHandleMouseMove), - this.off(t, "touchmove", this.throttledHandleMouseMove), - this.off(t, "mouseup", this.handleMouseUpHandler_), - this.off(t, "touchend", this.handleMouseUpHandler_); - }), - (t.handleMouseMove = function (e) { - this.volumeBar.handleMouseMove(e); - }), - e - ); - })(pt); - (ui.prototype.options_ = { children: ["volumeBar"] }), - pt.registerComponent("VolumeControl", ui); - Xt = (function (a) { - function e(e, t) { - var i, - n, - r = a.call(this, e, t) || this; - return ( - (i = ft(r)), - (n = e).tech_ && - !n.tech_.featuresMuteControl && - i.addClass("vjs-hidden"), - i.on(n, "loadstart", function () { - n.tech_.featuresMuteControl - ? i.removeClass("vjs-hidden") - : i.addClass("vjs-hidden"); - }), - r.on(e, ["loadstart", "volumechange"], function (e) { - return r.update(e); - }), - r - ); - } - mt(e, a); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-mute-control " + a.prototype.buildCSSClass.call(this); - }), - (t.handleClick = function (e) { - var t = this.player_.volume(), - i = this.player_.lastVolume_(); - 0 === t - ? (this.player_.volume(i < 0.1 ? 0.1 : i), this.player_.muted(!1)) - : this.player_.muted(!this.player_.muted()); - }), - (t.update = function (e) { - this.updateIcon_(), this.updateControlText_(); - }), - (t.updateIcon_ = function () { - var e = this.player_.volume(), - t = 3; - q && - this.player_.tech_ && - this.player_.tech_.el_ && - this.player_.muted(this.player_.tech_.el_.muted), - 0 === e || this.player_.muted() - ? (t = 0) - : e < 0.33 - ? (t = 1) - : e < 0.67 && (t = 2); - for (var i = 0; i < 4; i++) ie(this.el_, "vjs-vol-" + i); - te(this.el_, "vjs-vol-" + t); - }), - (t.updateControlText_ = function () { - var e = - this.player_.muted() || 0 === this.player_.volume() - ? "Unmute" - : "Mute"; - this.controlText() !== e && this.controlText(e); - }), - e - ); - })(sn); - (Xt.prototype.controlText_ = "Mute"), pt.registerComponent("MuteToggle", Xt); - I = (function (n) { - function e(e, t) { - var i; - return ( - "undefined" != typeof (t = void 0 === t ? {} : t).inline - ? (t.inline = t.inline) - : (t.inline = !0), - ("undefined" != typeof t.volumeControl && !S(t.volumeControl)) || - ((t.volumeControl = t.volumeControl || {}), - (t.volumeControl.vertical = !t.inline)), - ((i = n.call(this, e, t) || this).handleKeyPressHandler_ = function ( - e, - ) { - return i.handleKeyPress(e); - }), - i.on(e, ["loadstart"], function (e) { - return i.volumePanelState_(e); - }), - i.on(i.muteToggle, "keyup", function (e) { - return i.handleKeyPress(e); - }), - i.on(i.volumeControl, "keyup", function (e) { - return i.handleVolumeControlKeyUp(e); - }), - i.on("keydown", function (e) { - return i.handleKeyPress(e); - }), - i.on("mouseover", function (e) { - return i.handleMouseOver(e); - }), - i.on("mouseout", function (e) { - return i.handleMouseOut(e); - }), - i.on(i.volumeControl, ["slideractive"], i.sliderActive_), - i.on(i.volumeControl, ["sliderinactive"], i.sliderInactive_), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.sliderActive_ = function () { - this.addClass("vjs-slider-active"); - }), - (t.sliderInactive_ = function () { - this.removeClass("vjs-slider-active"); - }), - (t.volumePanelState_ = function () { - this.volumeControl.hasClass("vjs-hidden") && - this.muteToggle.hasClass("vjs-hidden") && - this.addClass("vjs-hidden"), - this.volumeControl.hasClass("vjs-hidden") && - !this.muteToggle.hasClass("vjs-hidden") && - this.addClass("vjs-mute-toggle-only"); - }), - (t.createEl = function () { - var e = "vjs-volume-panel-horizontal"; - return ( - this.options_.inline || (e = "vjs-volume-panel-vertical"), - n.prototype.createEl.call(this, "div", { - className: "vjs-volume-panel vjs-control " + e, - }) - ); - }), - (t.dispose = function () { - this.handleMouseOut(), n.prototype.dispose.call(this); - }), - (t.handleVolumeControlKeyUp = function (e) { - ht.isEventKey(e, "Esc") && this.muteToggle.focus(); - }), - (t.handleMouseOver = function (e) { - this.addClass("vjs-hover"), - Be(document, "keyup", this.handleKeyPressHandler_); - }), - (t.handleMouseOut = function (e) { - this.removeClass("vjs-hover"), - Fe(document, "keyup", this.handleKeyPressHandler_); - }), - (t.handleKeyPress = function (e) { - ht.isEventKey(e, "Esc") && this.handleMouseOut(); - }), - e - ); - })(pt); - (I.prototype.options_ = { children: ["muteToggle", "volumeControl"] }), - pt.registerComponent("VolumePanel", I); - var hn = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - t && (i.menuButton_ = t.menuButton), - (i.focusedChild_ = -1), - i.on("keydown", function (e) { - return i.handleKeyDown(e); - }), - (i.boundHandleBlur_ = function (e) { - return i.handleBlur(e); - }), - (i.boundHandleTapClick_ = function (e) { - return i.handleTapClick(e); - }), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.addEventListenerForItem = function (e) { - e instanceof pt && - (this.on(e, "blur", this.boundHandleBlur_), - this.on(e, ["tap", "click"], this.boundHandleTapClick_)); - }), - (t.removeEventListenerForItem = function (e) { - e instanceof pt && - (this.off(e, "blur", this.boundHandleBlur_), - this.off(e, ["tap", "click"], this.boundHandleTapClick_)); - }), - (t.removeChild = function (e) { - "string" == typeof e && (e = this.getChild(e)), - this.removeEventListenerForItem(e), - n.prototype.removeChild.call(this, e); - }), - (t.addItem = function (e) { - e = this.addChild(e); - e && this.addEventListenerForItem(e); - }), - (t.createEl = function () { - var e = this.options_.contentElType || "ul"; - (this.contentEl_ = $(e, { className: "vjs-menu-content" })), - this.contentEl_.setAttribute("role", "menu"); - e = n.prototype.createEl.call(this, "div", { - append: this.contentEl_, - className: "vjs-menu", - }); - return ( - e.appendChild(this.contentEl_), - Be(e, "click", function (e) { - e.preventDefault(), e.stopImmediatePropagation(); - }), - e - ); - }), - (t.dispose = function () { - (this.contentEl_ = null), - (this.boundHandleBlur_ = null), - (this.boundHandleTapClick_ = null), - n.prototype.dispose.call(this); - }), - (t.handleBlur = function (e) { - var t = e.relatedTarget || document.activeElement; - this.children().some(function (e) { - return e.el() === t; - }) || - ((e = this.menuButton_) && - e.buttonPressed_ && - t !== e.el().firstChild && - e.unpressButton()); - }), - (t.handleTapClick = function (t) { - var e; - this.menuButton_ && - (this.menuButton_.unpressButton(), - (e = this.children()), - !Array.isArray(e) || - ((e = e.filter(function (e) { - return e.el() === t.target; - })[0]) && - "CaptionSettingsMenuItem" !== e.name() && - this.menuButton_.focus())); - }), - (t.handleKeyDown = function (e) { - ht.isEventKey(e, "Left") || ht.isEventKey(e, "Down") - ? (e.preventDefault(), e.stopPropagation(), this.stepForward()) - : (ht.isEventKey(e, "Right") || ht.isEventKey(e, "Up")) && - (e.preventDefault(), e.stopPropagation(), this.stepBack()); - }), - (t.stepForward = function () { - var e = 0; - void 0 !== this.focusedChild_ && (e = this.focusedChild_ + 1), - this.focus(e); - }), - (t.stepBack = function () { - var e = 0; - void 0 !== this.focusedChild_ && (e = this.focusedChild_ - 1), - this.focus(e); - }), - (t.focus = function (e) { - void 0 === e && (e = 0); - var t = this.children().slice(); - t.length && t[0].hasClass("vjs-menu-title") && t.shift(), - 0 < t.length && - (e < 0 ? (e = 0) : e >= t.length && (e = t.length - 1), - t[(this.focusedChild_ = e)].el_.focus()); - }), - e - ); - })(pt); - pt.registerComponent("Menu", hn); - Bt = (function (n) { - function e(e, t) { - var i; - ((i = n.call(this, e, (t = void 0 === t ? {} : t)) || this).menuButton_ = - new sn(e, t)), - i.menuButton_.controlText(i.controlText_), - i.menuButton_.el_.setAttribute("aria-haspopup", "true"); - t = sn.prototype.buildCSSClass(); - (i.menuButton_.el_.className = i.buildCSSClass() + " " + t), - i.menuButton_.removeClass("vjs-control"), - i.addChild(i.menuButton_), - i.update(), - (i.enabled_ = !0); - t = function (e) { - return i.handleClick(e); - }; - return ( - (i.handleMenuKeyUp_ = function (e) { - return i.handleMenuKeyUp(e); - }), - i.on(i.menuButton_, "tap", t), - i.on(i.menuButton_, "click", t), - i.on(i.menuButton_, "keydown", function (e) { - return i.handleKeyDown(e); - }), - i.on(i.menuButton_, "mouseenter", function () { - i.addClass("vjs-hover"), - i.menu.show(), - Be(document, "keyup", i.handleMenuKeyUp_); - }), - i.on("mouseleave", function (e) { - return i.handleMouseLeave(e); - }), - i.on("keydown", function (e) { - return i.handleSubmenuKeyDown(e); - }), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.update = function () { - var e = this.createMenu(); - this.menu && (this.menu.dispose(), this.removeChild(this.menu)), - (this.menu = e), - this.addChild(e), - (this.buttonPressed_ = !1), - this.menuButton_.el_.setAttribute("aria-expanded", "false"), - this.items && this.items.length <= this.hideThreshold_ - ? (this.hide(), this.menu.contentEl_.removeAttribute("role")) - : (this.show(), this.menu.contentEl_.setAttribute("role", "menu")); - }), - (t.createMenu = function () { - var e, - t = new hn(this.player_, { menuButton: this }); - if ( - ((this.hideThreshold_ = 0), - this.options_.title && - ((e = $("li", { - className: "vjs-menu-title", - textContent: ut(this.options_.title), - tabIndex: -1, - })), - (e = new pt(this.player_, { el: e })), - t.addItem(e)), - (this.items = this.createItems()), - this.items) - ) - for (var i = 0; i < this.items.length; i++) t.addItem(this.items[i]); - return t; - }), - (t.createItems = function () {}), - (t.createEl = function () { - return n.prototype.createEl.call( - this, - "div", - { className: this.buildWrapperCSSClass() }, - {}, - ); - }), - (t.buildWrapperCSSClass = function () { - var e = "vjs-menu-button"; - return ( - !0 === this.options_.inline ? (e += "-inline") : (e += "-popup"), - "vjs-menu-button " + - e + - " " + - sn.prototype.buildCSSClass() + - " " + - n.prototype.buildCSSClass.call(this) - ); - }), - (t.buildCSSClass = function () { - var e = "vjs-menu-button"; - return ( - !0 === this.options_.inline ? (e += "-inline") : (e += "-popup"), - "vjs-menu-button " + e + " " + n.prototype.buildCSSClass.call(this) - ); - }), - (t.controlText = function (e, t) { - return ( - void 0 === t && (t = this.menuButton_.el()), - this.menuButton_.controlText(e, t) - ); - }), - (t.dispose = function () { - this.handleMouseLeave(), n.prototype.dispose.call(this); - }), - (t.handleClick = function (e) { - this.buttonPressed_ ? this.unpressButton() : this.pressButton(); - }), - (t.handleMouseLeave = function (e) { - this.removeClass("vjs-hover"), - Fe(document, "keyup", this.handleMenuKeyUp_); - }), - (t.focus = function () { - this.menuButton_.focus(); - }), - (t.blur = function () { - this.menuButton_.blur(); - }), - (t.handleKeyDown = function (e) { - ht.isEventKey(e, "Esc") || ht.isEventKey(e, "Tab") - ? (this.buttonPressed_ && this.unpressButton(), - ht.isEventKey(e, "Tab") || - (e.preventDefault(), this.menuButton_.focus())) - : (ht.isEventKey(e, "Up") || ht.isEventKey(e, "Down")) && - (this.buttonPressed_ || (e.preventDefault(), this.pressButton())); - }), - (t.handleMenuKeyUp = function (e) { - (ht.isEventKey(e, "Esc") || ht.isEventKey(e, "Tab")) && - this.removeClass("vjs-hover"); - }), - (t.handleSubmenuKeyPress = function (e) { - this.handleSubmenuKeyDown(e); - }), - (t.handleSubmenuKeyDown = function (e) { - (ht.isEventKey(e, "Esc") || ht.isEventKey(e, "Tab")) && - (this.buttonPressed_ && this.unpressButton(), - ht.isEventKey(e, "Tab") || - (e.preventDefault(), this.menuButton_.focus())); - }), - (t.pressButton = function () { - this.enabled_ && - ((this.buttonPressed_ = !0), - this.menu.show(), - this.menu.lockShowing(), - this.menuButton_.el_.setAttribute("aria-expanded", "true"), - (q && Y()) || this.menu.focus()); - }), - (t.unpressButton = function () { - this.enabled_ && - ((this.buttonPressed_ = !1), - this.menu.unlockShowing(), - this.menu.hide(), - this.menuButton_.el_.setAttribute("aria-expanded", "false")); - }), - (t.disable = function () { - this.unpressButton(), - (this.enabled_ = !1), - this.addClass("vjs-disabled"), - this.menuButton_.disable(); - }), - (t.enable = function () { - (this.enabled_ = !0), - this.removeClass("vjs-disabled"), - this.menuButton_.enable(); - }), - e - ); - })(pt); - pt.registerComponent("MenuButton", Bt); - Ft = (function (r) { - function e(e, t) { - var i = t.tracks, - t = r.call(this, e, t) || this; - if ((t.items.length <= 1 && t.hide(), !i)) return ft(t); - var n = Ve(ft(t), t.update); - return ( - i.addEventListener("removetrack", n), - i.addEventListener("addtrack", n), - i.addEventListener("labelchange", n), - t.player_.on("ready", n), - t.player_.on("dispose", function () { - i.removeEventListener("removetrack", n), - i.removeEventListener("addtrack", n), - i.removeEventListener("labelchange", n); - }), - t - ); - } - return mt(e, r), e; - })(Bt); - pt.registerComponent("TrackButton", Ft); - var pn = ["Tab", "Esc", "Up", "Down", "Right", "Left"], - jt = (function (n) { - function e(e, t) { - e = n.call(this, e, t) || this; - return ( - (e.selectable = t.selectable), - (e.isSelected_ = t.selected || !1), - (e.multiSelectable = t.multiSelectable), - e.selected(e.isSelected_), - e.selectable - ? e.multiSelectable - ? e.el_.setAttribute("role", "menuitemcheckbox") - : e.el_.setAttribute("role", "menuitemradio") - : e.el_.setAttribute("role", "menuitem"), - e - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.createEl = function (e, t, i) { - this.nonIconControl = !0; - i = n.prototype.createEl.call( - this, - "li", - b({ className: "vjs-menu-item", tabIndex: -1 }, t), - i, - ); - return ( - i.replaceChild( - $("span", { - className: "vjs-menu-item-text", - textContent: this.localize(this.options_.label), - }), - i.querySelector(".vjs-icon-placeholder"), - ), - i - ); - }), - (t.handleKeyDown = function (t) { - pn.some(function (e) { - return ht.isEventKey(t, e); - }) || n.prototype.handleKeyDown.call(this, t); - }), - (t.handleClick = function (e) { - this.selected(!0); - }), - (t.selected = function (e) { - this.selectable && - (e - ? (this.addClass("vjs-selected"), - this.el_.setAttribute("aria-checked", "true"), - this.controlText(", selected"), - (this.isSelected_ = !0)) - : (this.removeClass("vjs-selected"), - this.el_.setAttribute("aria-checked", "false"), - this.controlText(""), - (this.isSelected_ = !1))); - }), - e - ); - })(C); - pt.registerComponent("MenuItem", jt); - var fn = (function (u) { - function e(e, t) { - var n, - i = t.track, - r = e.textTracks(); - (t.label = i.label || i.language || "Unknown"), - (t.selected = "showing" === i.mode), - ((n = u.call(this, e, t) || this).track = i), - (n.kinds = (t.kinds || [t.kind || n.track.kind]).filter(Boolean)); - function a() { - for (var e = arguments.length, t = new Array(e), i = 0; i < e; i++) - t[i] = arguments[i]; - n.handleTracksChange.apply(ft(n), t); - } - function s() { - for (var e = arguments.length, t = new Array(e), i = 0; i < e; i++) - t[i] = arguments[i]; - n.handleSelectedLanguageChange.apply(ft(n), t); - } - var o; - return ( - e.on(["loadstart", "texttrackchange"], a), - r.addEventListener("change", a), - r.addEventListener("selectedlanguagechange", s), - n.on("dispose", function () { - e.off(["loadstart", "texttrackchange"], a), - r.removeEventListener("change", a), - r.removeEventListener("selectedlanguagechange", s); - }), - void 0 === r.onchange && - n.on(["tap", "click"], function () { - if ("object" != typeof window.Event) - try { - o = new window.Event("change"); - } catch (e) {} - o || - (o = document.createEvent("Event")).initEvent("change", !0, !0), - r.dispatchEvent(o); - }), - n.handleTracksChange(), - n - ); - } - mt(e, u); - var t = e.prototype; - return ( - (t.handleClick = function (e) { - var t = this.track, - i = this.player_.textTracks(); - if ((u.prototype.handleClick.call(this, e), i)) - for (var n = 0; n < i.length; n++) { - var r = i[n]; - -1 !== this.kinds.indexOf(r.kind) && - (r === t - ? "showing" !== r.mode && (r.mode = "showing") - : "disabled" !== r.mode && (r.mode = "disabled")); - } - }), - (t.handleTracksChange = function (e) { - var t = "showing" === this.track.mode; - t !== this.isSelected_ && this.selected(t); - }), - (t.handleSelectedLanguageChange = function (e) { - var t; - "showing" === this.track.mode && - (((t = this.player_.cache_.selectedLanguage) && - t.enabled && - t.language === this.track.language && - t.kind !== this.track.kind) || - (this.player_.cache_.selectedLanguage = { - enabled: !0, - language: this.track.language, - kind: this.track.kind, - })); - }), - (t.dispose = function () { - (this.track = null), u.prototype.dispose.call(this); - }), - e - ); - })(jt); - pt.registerComponent("TextTrackMenuItem", fn); - var mn = (function (i) { - function e(e, t) { - return ( - (t.track = { - player: e, - kind: t.kind, - kinds: t.kinds, - default: !1, - mode: "disabled", - }), - t.kinds || (t.kinds = [t.kind]), - t.label - ? (t.track.label = t.label) - : (t.track.label = t.kinds.join(" and ") + " off"), - (t.selectable = !0), - (t.multiSelectable = !1), - i.call(this, e, t) || this - ); - } - mt(e, i); - var t = e.prototype; - return ( - (t.handleTracksChange = function (e) { - for ( - var t = this.player().textTracks(), i = !0, n = 0, r = t.length; - n < r; - n++ - ) { - var a = t[n]; - if ( - -1 < this.options_.kinds.indexOf(a.kind) && - "showing" === a.mode - ) { - i = !1; - break; - } - } - i !== this.isSelected_ && this.selected(i); - }), - (t.handleSelectedLanguageChange = function (e) { - for ( - var t = this.player().textTracks(), i = !0, n = 0, r = t.length; - n < r; - n++ - ) { - var a = t[n]; - if ( - -1 < ["captions", "descriptions", "subtitles"].indexOf(a.kind) && - "showing" === a.mode - ) { - i = !1; - break; - } - } - i && (this.player_.cache_.selectedLanguage = { enabled: !1 }); - }), - e - ); - })(fn); - pt.registerComponent("OffTextTrackMenuItem", mn); - j = (function (i) { - function e(e, t) { - return ( - ((t = void 0 === t ? {} : t).tracks = e.textTracks()), - i.call(this, e, t) || this - ); - } - return ( - mt(e, i), - (e.prototype.createItems = function (e, t) { - var i; - void 0 === t && (t = fn), - this.label_ && (i = this.label_ + " off"), - (e = void 0 === e ? [] : e).push( - new mn(this.player_, { - kinds: this.kinds_, - kind: this.kind_, - label: i, - }), - ), - (this.hideThreshold_ += 1); - var n = this.player_.textTracks(); - Array.isArray(this.kinds_) || (this.kinds_ = [this.kind_]); - for (var r = 0; r < n.length; r++) { - var a, - s = n[r]; - -1 < this.kinds_.indexOf(s.kind) && - ((a = new t(this.player_, { - track: s, - kinds: this.kinds_, - kind: this.kind_, - selectable: !0, - multiSelectable: !1, - })).addClass("vjs-" + s.kind + "-menu-item"), - e.push(a)); - } - return e; - }), - e - ); - })(Ft); - pt.registerComponent("TextTrackButton", j); - var gn = (function (a) { - function e(e, t) { - var i = t.track, - n = t.cue, - r = e.currentTime(); - return ( - (t.selectable = !0), - (t.multiSelectable = !1), - (t.label = n.text), - (t.selected = n.startTime <= r && r < n.endTime), - ((t = a.call(this, e, t) || this).track = i), - (t.cue = n), - t - ); - } - return ( - mt(e, a), - (e.prototype.handleClick = function (e) { - a.prototype.handleClick.call(this), - this.player_.currentTime(this.cue.startTime); - }), - e - ); - })(jt); - pt.registerComponent("ChaptersTrackMenuItem", gn); - k = (function (r) { - function e(e, t, i) { - var n = r.call(this, e, t, i) || this; - return ( - (n.selectCurrentItem_ = function () { - n.items.forEach(function (e) { - e.selected(n.track_.activeCues[0] === e.cue); - }); - }), - n - ); - } - mt(e, r); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-chapters-button " + r.prototype.buildCSSClass.call(this); - }), - (t.buildWrapperCSSClass = function () { - return ( - "vjs-chapters-button " + r.prototype.buildWrapperCSSClass.call(this) - ); - }), - (t.update = function (e) { - (e && e.track && "chapters" !== e.track.kind) || - ((e = this.findChaptersTrack()) !== this.track_ - ? (this.setTrack(e), r.prototype.update.call(this)) - : (!this.items || - (e && e.cues && e.cues.length !== this.items.length)) && - r.prototype.update.call(this)); - }), - (t.setTrack = function (e) { - var t; - this.track_ !== e && - (this.updateHandler_ || - (this.updateHandler_ = this.update.bind(this)), - this.track_ && - ((t = this.player_ - .remoteTextTrackEls() - .getTrackElementByTrack_(this.track_)) && - t.removeEventListener("load", this.updateHandler_), - this.track_.removeEventListener( - "cuechange", - this.selectCurrentItem_, - ), - (this.track_ = null)), - (this.track_ = e), - this.track_ && - ((this.track_.mode = "hidden"), - (e = this.player_ - .remoteTextTrackEls() - .getTrackElementByTrack_(this.track_)) && - e.addEventListener("load", this.updateHandler_), - this.track_.addEventListener( - "cuechange", - this.selectCurrentItem_, - ))); - }), - (t.findChaptersTrack = function () { - for ( - var e = this.player_.textTracks() || [], t = e.length - 1; - 0 <= t; - t-- - ) { - var i = e[t]; - if (i.kind === this.kind_) return i; - } - }), - (t.getMenuCaption = function () { - return this.track_ && this.track_.label - ? this.track_.label - : this.localize(ut(this.kind_)); - }), - (t.createMenu = function () { - return ( - (this.options_.title = this.getMenuCaption()), - r.prototype.createMenu.call(this) - ); - }), - (t.createItems = function () { - var e = []; - if (!this.track_) return e; - var t = this.track_.cues; - if (!t) return e; - for (var i = 0, n = t.length; i < n; i++) { - var r = t[i], - r = new gn(this.player_, { track: this.track_, cue: r }); - e.push(r); - } - return e; - }), - e - ); - })(j); - (k.prototype.kind_ = "chapters"), - (k.prototype.controlText_ = "Chapters"), - pt.registerComponent("ChaptersButton", k); - li = (function (a) { - function e(e, t, i) { - var i = a.call(this, e, t, i) || this, - n = e.textTracks(), - r = Ve(ft(i), i.handleTracksChange); - return ( - n.addEventListener("change", r), - i.on("dispose", function () { - n.removeEventListener("change", r); - }), - i - ); - } - mt(e, a); - var t = e.prototype; - return ( - (t.handleTracksChange = function (e) { - for ( - var t = this.player().textTracks(), i = !1, n = 0, r = t.length; - n < r; - n++ - ) { - var a = t[n]; - if (a.kind !== this.kind_ && "showing" === a.mode) { - i = !0; - break; - } - } - i ? this.disable() : this.enable(); - }), - (t.buildCSSClass = function () { - return ( - "vjs-descriptions-button " + a.prototype.buildCSSClass.call(this) - ); - }), - (t.buildWrapperCSSClass = function () { - return ( - "vjs-descriptions-button " + - a.prototype.buildWrapperCSSClass.call(this) - ); - }), - e - ); - })(j); - (li.prototype.kind_ = "descriptions"), - (li.prototype.controlText_ = "Descriptions"), - pt.registerComponent("DescriptionsButton", li); - f = (function (n) { - function e(e, t, i) { - return n.call(this, e, t, i) || this; - } - mt(e, n); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-subtitles-button " + n.prototype.buildCSSClass.call(this); - }), - (t.buildWrapperCSSClass = function () { - return ( - "vjs-subtitles-button " + n.prototype.buildWrapperCSSClass.call(this) - ); - }), - e - ); - })(j); - (f.prototype.kind_ = "subtitles"), - (f.prototype.controlText_ = "Subtitles"), - pt.registerComponent("SubtitlesButton", f); - var yn = (function (i) { - function e(e, t) { - return ( - (t.track = { - player: e, - kind: t.kind, - label: t.kind + " settings", - selectable: !1, - default: !1, - mode: "disabled", - }), - (t.selectable = !1), - (t.name = "CaptionSettingsMenuItem"), - (e = i.call(this, e, t) || this).addClass("vjs-texttrack-settings"), - e.controlText(", opens " + t.kind + " settings dialog"), - e - ); - } - return ( - mt(e, i), - (e.prototype.handleClick = function (e) { - this.player().getChild("textTrackSettings").open(); - }), - e - ); - })(fn); - pt.registerComponent("CaptionSettingsMenuItem", yn); - ui = (function (n) { - function e(e, t, i) { - return n.call(this, e, t, i) || this; - } - mt(e, n); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-captions-button " + n.prototype.buildCSSClass.call(this); - }), - (t.buildWrapperCSSClass = function () { - return ( - "vjs-captions-button " + n.prototype.buildWrapperCSSClass.call(this) - ); - }), - (t.createItems = function () { - var e = []; - return ( - (this.player().tech_ && - this.player().tech_.featuresNativeTextTracks) || - !this.player().getChild("textTrackSettings") || - (e.push(new yn(this.player_, { kind: this.kind_ })), - (this.hideThreshold_ += 1)), - n.prototype.createItems.call(this, e) - ); - }), - e - ); - })(j); - (ui.prototype.kind_ = "captions"), - (ui.prototype.controlText_ = "Captions"), - pt.registerComponent("CaptionsButton", ui); - var vn = (function (n) { - function e() { - return n.apply(this, arguments) || this; - } - return ( - mt(e, n), - (e.prototype.createEl = function (e, t, i) { - (t = n.prototype.createEl.call(this, e, t, i)), - (i = t.querySelector(".vjs-menu-item-text")); - return ( - "captions" === this.options_.track.kind && - (i.appendChild( - $( - "span", - { className: "vjs-icon-placeholder" }, - { "aria-hidden": !0 }, - ), - ), - i.appendChild( - $("span", { - className: "vjs-control-text", - textContent: " " + this.localize("Captions"), - }), - )), - t - ); - }), - e - ); - })(fn); - pt.registerComponent("SubsCapsMenuItem", vn); - Xt = (function (i) { - function e(e, t) { - return ( - ((t = i.call(this, e, (t = void 0 === t ? {} : t)) || this).label_ = - "subtitles"), - -1 < ["en", "en-us", "en-ca", "fr-ca"].indexOf(t.player_.language_) && - (t.label_ = "captions"), - t.menuButton_.controlText(ut(t.label_)), - t - ); - } - mt(e, i); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-subs-caps-button " + i.prototype.buildCSSClass.call(this); - }), - (t.buildWrapperCSSClass = function () { - return ( - "vjs-subs-caps-button " + i.prototype.buildWrapperCSSClass.call(this) - ); - }), - (t.createItems = function () { - var e = []; - return ( - (this.player().tech_ && - this.player().tech_.featuresNativeTextTracks) || - !this.player().getChild("textTrackSettings") || - (e.push(new yn(this.player_, { kind: this.label_ })), - (this.hideThreshold_ += 1)), - (e = i.prototype.createItems.call(this, e, vn)) - ); - }), - e - ); - })(j); - (Xt.prototype.kinds_ = ["captions", "subtitles"]), - (Xt.prototype.controlText_ = "Subtitles"), - pt.registerComponent("SubsCapsButton", Xt); - var _n = (function (s) { - function e(e, t) { - var n, - i = t.track, - r = e.audioTracks(); - (t.label = i.label || i.language || "Unknown"), - (t.selected = i.enabled), - ((n = s.call(this, e, t) || this).track = i), - n.addClass("vjs-" + i.kind + "-menu-item"); - function a() { - for (var e = arguments.length, t = new Array(e), i = 0; i < e; i++) - t[i] = arguments[i]; - n.handleTracksChange.apply(ft(n), t); - } - return ( - r.addEventListener("change", a), - n.on("dispose", function () { - r.removeEventListener("change", a); - }), - n - ); - } - mt(e, s); - var t = e.prototype; - return ( - (t.createEl = function (e, t, i) { - (t = s.prototype.createEl.call(this, e, t, i)), - (i = t.querySelector(".vjs-menu-item-text")); - return ( - "main-desc" === this.options_.track.kind && - (i.appendChild( - $( - "span", - { className: "vjs-icon-placeholder" }, - { "aria-hidden": !0 }, - ), - ), - i.appendChild( - $("span", { - className: "vjs-control-text", - textContent: " " + this.localize("Descriptions"), - }), - )), - t - ); - }), - (t.handleClick = function (e) { - if ( - (s.prototype.handleClick.call(this, e), - (this.track.enabled = !0), - this.player_.tech_.featuresNativeAudioTracks) - ) - for (var t = this.player_.audioTracks(), i = 0; i < t.length; i++) { - var n = t[i]; - n !== this.track && (n.enabled = n === this.track); - } - }), - (t.handleTracksChange = function (e) { - this.selected(this.track.enabled); - }), - e - ); - })(jt); - pt.registerComponent("AudioTrackMenuItem", _n); - I = (function (i) { - function e(e, t) { - return ( - ((t = void 0 === t ? {} : t).tracks = e.audioTracks()), - i.call(this, e, t) || this - ); - } - mt(e, i); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-audio-button " + i.prototype.buildCSSClass.call(this); - }), - (t.buildWrapperCSSClass = function () { - return ( - "vjs-audio-button " + i.prototype.buildWrapperCSSClass.call(this) - ); - }), - (t.createItems = function (e) { - void 0 === e && (e = []), (this.hideThreshold_ = 1); - for (var t = this.player_.audioTracks(), i = 0; i < t.length; i++) { - var n = t[i]; - e.push( - new _n(this.player_, { - track: n, - selectable: !0, - multiSelectable: !1, - }), - ); - } - return e; - }), - e - ); - })(Ft); - (I.prototype.controlText_ = "Audio Track"), - pt.registerComponent("AudioTrackButton", I); - var bn = (function (a) { - function e(e, t) { - var i, - n = t.rate, - r = parseFloat(n, 10); - return ( - (t.label = n), - (t.selected = r === e.playbackRate()), - (t.selectable = !0), - (t.multiSelectable = !1), - ((i = a.call(this, e, t) || this).label = n), - (i.rate = r), - i.on(e, "ratechange", function (e) { - return i.update(e); - }), - i - ); - } - mt(e, a); - var t = e.prototype; - return ( - (t.handleClick = function (e) { - a.prototype.handleClick.call(this), - this.player().playbackRate(this.rate); - }), - (t.update = function (e) { - this.selected(this.player().playbackRate() === this.rate); - }), - e - ); - })(jt); - (bn.prototype.contentElType = "button"), - pt.registerComponent("PlaybackRateMenuItem", bn); - C = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - i.menuButton_.el_.setAttribute("aria-describedby", i.labelElId_), - i.updateVisibility(), - i.updateLabel(), - i.on(e, "loadstart", function (e) { - return i.updateVisibility(e); - }), - i.on(e, "ratechange", function (e) { - return i.updateLabel(e); - }), - i.on(e, "playbackrateschange", function (e) { - return i.handlePlaybackRateschange(e); - }), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.createEl = function () { - var e = n.prototype.createEl.call(this); - return ( - (this.labelElId_ = "vjs-playback-rate-value-label-" + this.id_), - (this.labelEl_ = $("div", { - className: "vjs-playback-rate-value", - id: this.labelElId_, - textContent: "1x", - })), - e.appendChild(this.labelEl_), - e - ); - }), - (t.dispose = function () { - (this.labelEl_ = null), n.prototype.dispose.call(this); - }), - (t.buildCSSClass = function () { - return "vjs-playback-rate " + n.prototype.buildCSSClass.call(this); - }), - (t.buildWrapperCSSClass = function () { - return ( - "vjs-playback-rate " + n.prototype.buildWrapperCSSClass.call(this) - ); - }), - (t.createItems = function () { - for ( - var e = this.playbackRates(), t = [], i = e.length - 1; - 0 <= i; - i-- - ) - t.push(new bn(this.player(), { rate: e[i] + "x" })); - return t; - }), - (t.updateARIAAttributes = function () { - this.el().setAttribute("aria-valuenow", this.player().playbackRate()); - }), - (t.handleClick = function (e) { - var t = this.player().playbackRate(), - i = this.playbackRates(), - t = (i.indexOf(t) + 1) % i.length; - this.player().playbackRate(i[t]); - }), - (t.handlePlaybackRateschange = function (e) { - this.update(); - }), - (t.playbackRates = function () { - var e = this.player(); - return (e.playbackRates && e.playbackRates()) || []; - }), - (t.playbackRateSupported = function () { - return ( - this.player().tech_ && - this.player().tech_.featuresPlaybackRate && - this.playbackRates() && - 0 < this.playbackRates().length - ); - }), - (t.updateVisibility = function (e) { - this.playbackRateSupported() - ? this.removeClass("vjs-hidden") - : this.addClass("vjs-hidden"); - }), - (t.updateLabel = function (e) { - this.playbackRateSupported() && - (this.labelEl_.textContent = this.player().playbackRate() + "x"); - }), - e - ); - })(Bt); - (C.prototype.controlText_ = "Playback Rate"), - pt.registerComponent("PlaybackRateMenuButton", C); - k = (function (n) { - function e() { - return n.apply(this, arguments) || this; - } - mt(e, n); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-spacer " + n.prototype.buildCSSClass.call(this); - }), - (t.createEl = function (e, t, i) { - return ( - void 0 === e && (e = "div"), - void 0 === i && (i = {}), - (t = void 0 === t ? {} : t).className || - (t.className = this.buildCSSClass()), - n.prototype.createEl.call(this, e, t, i) - ); - }), - e - ); - })(pt); - pt.registerComponent("Spacer", k), - pt.registerComponent( - "CustomControlSpacer", - (function (e) { - function t() { - return e.apply(this, arguments) || this; - } - mt(t, e); - var i = t.prototype; - return ( - (i.buildCSSClass = function () { - return ( - "vjs-custom-control-spacer " + - e.prototype.buildCSSClass.call(this) - ); - }), - (i.createEl = function () { - return e.prototype.createEl.call(this, "div", { - className: this.buildCSSClass(), - textContent: " ", - }); - }), - t - ); - })(k), - ); - li = (function (e) { - function t() { - return e.apply(this, arguments) || this; - } - return ( - mt(t, e), - (t.prototype.createEl = function () { - return e.prototype.createEl.call(this, "div", { - className: "vjs-control-bar", - dir: "ltr", - }); - }), - t - ); - })(pt); - (li.prototype.options_ = { - children: [ - "playToggle", - "volumePanel", - "currentTimeDisplay", - "timeDivider", - "durationDisplay", - "progressControl", - "liveDisplay", - "seekToLive", - "remainingTimeDisplay", - "customControlSpacer", - "playbackRateMenuButton", - "chaptersButton", - "descriptionsButton", - "subsCapsButton", - "audioTrackButton", - "fullscreenToggle", - ], - }), - "exitPictureInPicture" in document && - li.prototype.options_.children.splice( - li.prototype.options_.children.length - 1, - 0, - "pictureInPictureToggle", - ), - pt.registerComponent("ControlBar", li); - f = (function (n) { - function e(e, t) { - var i = n.call(this, e, t) || this; - return ( - i.on(e, "error", function (e) { - return i.open(e); - }), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.buildCSSClass = function () { - return "vjs-error-display " + n.prototype.buildCSSClass.call(this); - }), - (t.content = function () { - var e = this.player().error(); - return e ? this.localize(e.message) : ""; - }), - e - ); - })(At); - (f.prototype.options_ = g({}, At.prototype.options_, { - pauseOnOpen: !1, - fillAlways: !0, - temporary: !1, - uncloseable: !0, - })), - pt.registerComponent("ErrorDisplay", f); - var Tn = "vjs-text-track-settings", - ui = ["#000", "Black"], - j = ["#00F", "Blue"], - Xt = ["#0FF", "Cyan"], - Ft = ["#0F0", "Green"], - I = ["#F0F", "Magenta"], - jt = ["#F00", "Red"], - Bt = ["#FFF", "White"], - C = ["#FF0", "Yellow"], - k = ["1", "Opaque"], - li = ["0.5", "Semi-Transparent"], - f = ["0", "Transparent"], - Sn = { - backgroundColor: { - selector: ".vjs-bg-color > select", - id: "captions-background-color-%s", - label: "Color", - options: [ui, Bt, jt, Ft, j, C, I, Xt], - }, - backgroundOpacity: { - selector: ".vjs-bg-opacity > select", - id: "captions-background-opacity-%s", - label: "Transparency", - options: [k, li, f], - }, - color: { - selector: ".vjs-fg-color > select", - id: "captions-foreground-color-%s", - label: "Color", - options: [Bt, ui, jt, Ft, j, C, I, Xt], - }, - edgeStyle: { - selector: ".vjs-edge-style > select", - id: "%s", - label: "Text Edge Style", - options: [ - ["none", "None"], - ["raised", "Raised"], - ["depressed", "Depressed"], - ["uniform", "Uniform"], - ["dropshadow", "Dropshadow"], - ], - }, - fontFamily: { - selector: ".vjs-font-family > select", - id: "captions-font-family-%s", - label: "Font Family", - options: [ - ["proportionalSansSerif", "Proportional Sans-Serif"], - ["monospaceSansSerif", "Monospace Sans-Serif"], - ["proportionalSerif", "Proportional Serif"], - ["monospaceSerif", "Monospace Serif"], - ["casual", "Casual"], - ["script", "Script"], - ["small-caps", "Small Caps"], - ], - }, - fontPercent: { - selector: ".vjs-font-percent > select", - id: "captions-font-size-%s", - label: "Font Size", - options: [ - ["0.50", "50%"], - ["0.75", "75%"], - ["1.00", "100%"], - ["1.25", "125%"], - ["1.50", "150%"], - ["1.75", "175%"], - ["2.00", "200%"], - ["3.00", "300%"], - ["4.00", "400%"], - ], - default: 2, - parser: function (e) { - return "1.00" === e ? null : Number(e); - }, - }, - textOpacity: { - selector: ".vjs-text-opacity > select", - id: "captions-foreground-opacity-%s", - label: "Transparency", - options: [k, li], - }, - windowColor: { - selector: ".vjs-window-color > select", - id: "captions-window-color-%s", - label: "Color", - }, - windowOpacity: { - selector: ".vjs-window-opacity > select", - id: "captions-window-opacity-%s", - label: "Transparency", - options: [f, li, k], - }, - }; - function wn(e, t) { - if ((e = t ? t(e) : e) && "none" !== e) return e; - } - (Sn.windowColor.options = Sn.backgroundColor.options), - pt.registerComponent( - "TextTrackSettings", - (function (n) { - function e(e, t) { - var i; - return ( - (t.temporary = !1), - ((i = n.call(this, e, t) || this).updateDisplay = - i.updateDisplay.bind(ft(i))), - i.fill(), - (i.hasBeenOpened_ = i.hasBeenFilled_ = !0), - (i.endDialog = $("p", { - className: "vjs-control-text", - textContent: i.localize("End of dialog window."), - })), - i.el().appendChild(i.endDialog), - i.setDefaults(), - void 0 === t.persistTextTrackSettings && - (i.options_.persistTextTrackSettings = - i.options_.playerOptions.persistTextTrackSettings), - i.on(i.$(".vjs-done-button"), "click", function () { - i.saveSettings(), i.close(); - }), - i.on(i.$(".vjs-default-button"), "click", function () { - i.setDefaults(), i.updateDisplay(); - }), - _(Sn, function (e) { - i.on(i.$(e.selector), "change", i.updateDisplay); - }), - i.options_.persistTextTrackSettings && i.restoreSettings(), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.dispose = function () { - (this.endDialog = null), n.prototype.dispose.call(this); - }), - (t.createElSelect_ = function (e, t, i) { - var n = this; - void 0 === t && (t = ""), void 0 === i && (i = "label"); - var e = Sn[e], - r = e.id.replace("%s", this.id_), - a = [t, r].join(" ").trim(); - return [ - "<" + - i + - ' id="' + - r + - '" class="' + - ("label" === i ? "vjs-label" : "") + - '">', - this.localize(e.label), - "", - '") - .join(""); - }), - (t.createElFgColor_ = function () { - var e = "captions-text-legend-" + this.id_; - return [ - '
', - '', - this.localize("Text"), - "", - this.createElSelect_("color", e), - '', - this.createElSelect_("textOpacity", e), - "", - "
", - ].join(""); - }), - (t.createElBgColor_ = function () { - var e = "captions-background-" + this.id_; - return [ - '
', - '', - this.localize("Background"), - "", - this.createElSelect_("backgroundColor", e), - '', - this.createElSelect_("backgroundOpacity", e), - "", - "
", - ].join(""); - }), - (t.createElWinColor_ = function () { - var e = "captions-window-" + this.id_; - return [ - '
', - '', - this.localize("Window"), - "", - this.createElSelect_("windowColor", e), - '', - this.createElSelect_("windowOpacity", e), - "", - "
", - ].join(""); - }), - (t.createElColors_ = function () { - return $("div", { - className: "vjs-track-settings-colors", - innerHTML: [ - this.createElFgColor_(), - this.createElBgColor_(), - this.createElWinColor_(), - ].join(""), - }); - }), - (t.createElFont_ = function () { - return $("div", { - className: "vjs-track-settings-font", - innerHTML: [ - '
', - this.createElSelect_("fontPercent", "", "legend"), - "
", - '
', - this.createElSelect_("edgeStyle", "", "legend"), - "
", - '
', - this.createElSelect_("fontFamily", "", "legend"), - "
", - ].join(""), - }); - }), - (t.createElControls_ = function () { - var e = this.localize("restore all settings to the default values"); - return $("div", { - className: "vjs-track-settings-controls", - innerHTML: [ - '", - '", - ].join(""), - }); - }), - (t.content = function () { - return [ - this.createElColors_(), - this.createElFont_(), - this.createElControls_(), - ]; - }), - (t.label = function () { - return this.localize("Caption Settings Dialog"); - }), - (t.description = function () { - return this.localize( - "Beginning of dialog window. Escape will cancel and close the window.", - ); - }), - (t.buildCSSClass = function () { - return ( - n.prototype.buildCSSClass.call(this) + " vjs-text-track-settings" - ); - }), - (t.getValues = function () { - var i, - n, - e, - r = this; - return ( - (n = function (e, t, i) { - var n, - t = - ((n = r.$(t.selector)), - (t = t.parser), - wn(n.options[n.options.selectedIndex].value, t)); - return void 0 !== t && (e[i] = t), e; - }), - void 0 === (e = {}) && (e = 0), - v((i = Sn)).reduce(function (e, t) { - return n(e, i[t], t); - }, e) - ); - }), - (t.setValues = function (i) { - var n = this; - _(Sn, function (e, t) { - !(function (e, t, i) { - if (t) - for (var n = 0; n < e.options.length; n++) - if (wn(e.options[n].value, i) === t) { - e.selectedIndex = n; - break; - } - })(n.$(e.selector), i[t], e.parser); - }); - }), - (t.setDefaults = function () { - var i = this; - _(Sn, function (e) { - var t = e.hasOwnProperty("default") ? e.default : 0; - i.$(e.selector).selectedIndex = t; - }); - }), - (t.restoreSettings = function () { - var e; - try { - e = JSON.parse(window.localStorage.getItem(Tn)); - } catch (e) { - h.warn(e); - } - e && this.setValues(e); - }), - (t.saveSettings = function () { - if (this.options_.persistTextTrackSettings) { - var e = this.getValues(); - try { - Object.keys(e).length - ? window.localStorage.setItem(Tn, JSON.stringify(e)) - : window.localStorage.removeItem(Tn); - } catch (e) { - h.warn(e); - } - } - }), - (t.updateDisplay = function () { - var e = this.player_.getChild("textTrackDisplay"); - e && e.updateDisplay(); - }), - (t.conditionalBlur_ = function () { - this.previouslyActiveEl_ = null; - var e = this.player_.controlBar, - t = e && e.subsCapsButton, - e = e && e.captionsButton; - t ? t.focus() : e && e.focus(); - }), - e - ); - })(At), - ), - pt.registerComponent( - "ResizeManager", - (function (a) { - function e(e, t) { - var i, - n = t.ResizeObserver || window.ResizeObserver, - r = lt( - { - createEl: !(n = null === t.ResizeObserver ? !1 : n), - reportTouchActivity: !1, - }, - t, - ); - return ( - ((i = a.call(this, e, r) || this).ResizeObserver = - t.ResizeObserver || window.ResizeObserver), - (i.loadListener_ = null), - (i.resizeObserver_ = null), - (i.debouncedHandler_ = Ge( - function () { - i.resizeHandler(); - }, - 100, - !1, - ft(i), - )), - n - ? ((i.resizeObserver_ = new i.ResizeObserver( - i.debouncedHandler_, - )), - i.resizeObserver_.observe(e.el())) - : ((i.loadListener_ = function () { - var e, t; - i.el_ && - i.el_.contentWindow && - ((e = i.debouncedHandler_), - (t = i.unloadListener_ = - function () { - Fe(this, "resize", e), - Fe(this, "unload", t), - (t = null); - }), - Be(i.el_.contentWindow, "unload", t), - Be(i.el_.contentWindow, "resize", e)); - }), - i.one("load", i.loadListener_)), - i - ); - } - mt(e, a); - var t = e.prototype; - return ( - (t.createEl = function () { - return a.prototype.createEl.call( - this, - "iframe", - { - className: "vjs-resize-manager", - tabIndex: -1, - title: this.localize("No content"), - }, - { "aria-hidden": "true" }, - ); - }), - (t.resizeHandler = function () { - this.player_ && - this.player_.trigger && - this.player_.trigger("playerresize"); - }), - (t.dispose = function () { - this.debouncedHandler_ && this.debouncedHandler_.cancel(), - this.resizeObserver_ && - (this.player_.el() && - this.resizeObserver_.unobserve(this.player_.el()), - this.resizeObserver_.disconnect()), - this.loadListener_ && this.off("load", this.loadListener_), - this.el_ && - this.el_.contentWindow && - this.unloadListener_ && - this.unloadListener_.call(this.el_.contentWindow), - (this.ResizeObserver = null), - (this.resizeObserver = null), - (this.debouncedHandler_ = null), - (this.loadListener_ = null), - a.prototype.dispose.call(this); - }), - e - ); - })(pt), - ); - var En = { trackingThreshold: 20, liveTolerance: 15 }; - pt.registerComponent( - "LiveTracker", - (function (n) { - function e(e, t) { - var t = lt(En, t, { createEl: !1 }), - i = n.call(this, e, t) || this; - return ( - (i.handleVisibilityChange_ = function (e) { - return i.handleVisibilityChange(e); - }), - (i.trackLiveHandler_ = function () { - return i.trackLive_(); - }), - (i.handlePlay_ = function (e) { - return i.handlePlay(e); - }), - (i.handleFirstTimeupdate_ = function (e) { - return i.handleFirstTimeupdate(e); - }), - (i.handleSeeked_ = function (e) { - return i.handleSeeked(e); - }), - (i.seekToLiveEdge_ = function (e) { - return i.seekToLiveEdge(e); - }), - i.reset_(), - i.on(i.player_, "durationchange", function (e) { - return i.handleDurationchange(e); - }), - i.on(i.player_, "canplay", function () { - return i.toggleTracking(); - }), - N && - "hidden" in document && - "visibilityState" in document && - i.on(document, "visibilitychange", i.handleVisibilityChange_), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.handleVisibilityChange = function () { - this.player_.duration() === 1 / 0 && - (document.hidden ? this.stopTracking() : this.startTracking()); - }), - (t.trackLive_ = function () { - var e, - t = this.player_.seekable(); - t && - t.length && - ((e = Number(window.performance.now().toFixed(4))), - (t = -1 === this.lastTime_ ? 0 : (e - this.lastTime_) / 1e3), - (this.lastTime_ = e), - (this.pastSeekEnd_ = this.pastSeekEnd() + t), - (e = this.liveCurrentTime()), - (t = this.player_.currentTime()), - (t = - this.player_.paused() || - this.seekedBehindLive_ || - Math.abs(e - t) > this.options_.liveTolerance), - (t = !this.timeupdateSeen_ || e === 1 / 0 ? !1 : t) !== - this.behindLiveEdge_ && - ((this.behindLiveEdge_ = t), this.trigger("liveedgechange"))); - }), - (t.handleDurationchange = function () { - this.toggleTracking(); - }), - (t.toggleTracking = function () { - this.player_.duration() === 1 / 0 && - this.liveWindow() >= this.options_.trackingThreshold - ? (this.player_.options_.liveui && - this.player_.addClass("vjs-liveui"), - this.startTracking()) - : (this.player_.removeClass("vjs-liveui"), this.stopTracking()); - }), - (t.startTracking = function () { - this.isTracking() || - (this.timeupdateSeen_ || - (this.timeupdateSeen_ = this.player_.hasStarted()), - (this.trackingInterval_ = this.setInterval( - this.trackLiveHandler_, - 30, - )), - this.trackLive_(), - this.on(this.player_, ["play", "pause"], this.trackLiveHandler_), - this.timeupdateSeen_ - ? this.on(this.player_, "seeked", this.handleSeeked_) - : (this.one(this.player_, "play", this.handlePlay_), - this.one( - this.player_, - "timeupdate", - this.handleFirstTimeupdate_, - ))); - }), - (t.handleFirstTimeupdate = function () { - (this.timeupdateSeen_ = !0), - this.on(this.player_, "seeked", this.handleSeeked_); - }), - (t.handleSeeked = function () { - var e = Math.abs(this.liveCurrentTime() - this.player_.currentTime()); - (this.seekedBehindLive_ = this.nextSeekedFromUser_ && 2 < e), - (this.nextSeekedFromUser_ = !1), - this.trackLive_(); - }), - (t.handlePlay = function () { - this.one(this.player_, "timeupdate", this.seekToLiveEdge_); - }), - (t.reset_ = function () { - (this.lastTime_ = -1), - (this.pastSeekEnd_ = 0), - (this.lastSeekEnd_ = -1), - (this.behindLiveEdge_ = !0), - (this.timeupdateSeen_ = !1), - (this.seekedBehindLive_ = !1), - (this.nextSeekedFromUser_ = !1), - this.clearInterval(this.trackingInterval_), - (this.trackingInterval_ = null), - this.off(this.player_, ["play", "pause"], this.trackLiveHandler_), - this.off(this.player_, "seeked", this.handleSeeked_), - this.off(this.player_, "play", this.handlePlay_), - this.off(this.player_, "timeupdate", this.handleFirstTimeupdate_), - this.off(this.player_, "timeupdate", this.seekToLiveEdge_); - }), - (t.nextSeekedFromUser = function () { - this.nextSeekedFromUser_ = !0; - }), - (t.stopTracking = function () { - this.isTracking() && (this.reset_(), this.trigger("liveedgechange")); - }), - (t.seekableEnd = function () { - for ( - var e = this.player_.seekable(), t = [], i = e ? e.length : 0; - i--; - - ) - t.push(e.end(i)); - return t.length ? t.sort()[t.length - 1] : 1 / 0; - }), - (t.seekableStart = function () { - for ( - var e = this.player_.seekable(), t = [], i = e ? e.length : 0; - i--; - - ) - t.push(e.start(i)); - return t.length ? t.sort()[0] : 0; - }), - (t.liveWindow = function () { - var e = this.liveCurrentTime(); - return e === 1 / 0 ? 0 : e - this.seekableStart(); - }), - (t.isLive = function () { - return this.isTracking(); - }), - (t.atLiveEdge = function () { - return !this.behindLiveEdge(); - }), - (t.liveCurrentTime = function () { - return this.pastSeekEnd() + this.seekableEnd(); - }), - (t.pastSeekEnd = function () { - var e = this.seekableEnd(); - return ( - -1 !== this.lastSeekEnd_ && - e !== this.lastSeekEnd_ && - (this.pastSeekEnd_ = 0), - (this.lastSeekEnd_ = e), - this.pastSeekEnd_ - ); - }), - (t.behindLiveEdge = function () { - return this.behindLiveEdge_; - }), - (t.isTracking = function () { - return "number" == typeof this.trackingInterval_; - }), - (t.seekToLiveEdge = function () { - (this.seekedBehindLive_ = !1), - this.atLiveEdge() || - ((this.nextSeekedFromUser_ = !1), - this.player_.currentTime(this.liveCurrentTime())); - }), - (t.dispose = function () { - this.off(document, "visibilitychange", this.handleVisibilityChange_), - this.stopTracking(), - n.prototype.dispose.call(this); - }), - e - ); - })(pt), - ); - function kn(e) { - if ((n = e.el()).hasAttribute("src")) return e.triggerSourceset(n.src), 1; - var t = e.$$("source"), - i = [], - n = ""; - if (t.length) { - for (var r = 0; r < t.length; r++) { - var a = t[r].src; - a && -1 === i.indexOf(a) && i.push(a); - } - return ( - !!i.length && (1 === i.length && (n = i[0]), e.triggerSourceset(n), !0) - ); - } - } - function Cn(e, t) { - for ( - var i = {}, n = 0; - n < e.length && - !((i = Object.getOwnPropertyDescriptor(e[n], t)) && i.set && i.get); - n++ - ); - return (i.enumerable = !0), (i.configurable = !0), i; - } - function In(a) { - var t, - e, - i, - s = a.el(); - s.resetSourceWatch_ || - ((t = {}), - (e = Cn( - [ - a.el(), - window.HTMLMediaElement.prototype, - window.Element.prototype, - Ln, - ], - "innerHTML", - )), - (i = function (r) { - return function () { - for (var e = arguments.length, t = new Array(e), i = 0; i < e; i++) - t[i] = arguments[i]; - var n = r.apply(s, t); - return kn(a), n; - }; - }), - ["append", "appendChild", "insertAdjacentHTML"].forEach(function (e) { - s[e] && ((t[e] = s[e]), (s[e] = i(t[e]))); - }), - Object.defineProperty(s, "innerHTML", lt(e, { set: i(e.set) })), - (s.resetSourceWatch_ = function () { - (s.resetSourceWatch_ = null), - Object.keys(t).forEach(function (e) { - s[e] = t[e]; - }), - Object.defineProperty(s, "innerHTML", e); - }), - a.one("sourceset", s.resetSourceWatch_)); - } - function xn(i) { - var n, t, r, a; - i.featuresSourceset && - ((n = i.el()).resetSourceset_ || - ((t = Cn([i.el(), window.HTMLMediaElement.prototype, Dn], "src")), - (r = n.setAttribute), - (a = n.load), - Object.defineProperty( - n, - "src", - lt(t, { - set: function (e) { - e = t.set.call(n, e); - return i.triggerSourceset(n.src), e; - }, - }), - ), - (n.setAttribute = function (e, t) { - t = r.call(n, e, t); - return /src/i.test(e) && i.triggerSourceset(n.src), t; - }), - (n.load = function () { - var e = a.call(n); - return kn(i) || (i.triggerSourceset(""), In(i)), e; - }), - n.currentSrc ? i.triggerSourceset(n.currentSrc) : kn(i) || In(i), - (n.resetSourceset_ = function () { - (n.resetSourceset_ = null), - (n.load = a), - (n.setAttribute = r), - Object.defineProperty(n, "src", t), - n.resetSourceWatch_ && n.resetSourceWatch_(); - }))); - } - function An(t, i, n, e) { - function r(e) { - return Object.defineProperty(t, i, { - value: e, - enumerable: !0, - writable: !0, - }); - } - var a = { - configurable: !0, - enumerable: !0, - get: function () { - var e = n(); - return r(e), e; - }, - }; - return ( - (e = void 0 === e ? !0 : e) && (a.set = r), Object.defineProperty(t, i, a) - ); - } - var Pn, - Ln = Object.defineProperty({}, "innerHTML", { - get: function () { - return this.cloneNode(!0).innerHTML; - }, - set: function (e) { - var t = document.createElement(this.nodeName.toLowerCase()); - t.innerHTML = e; - for (var i = document.createDocumentFragment(); t.childNodes.length; ) - i.appendChild(t.childNodes[0]); - return ( - (this.innerText = ""), - window.Element.prototype.appendChild.call(this, i), - this.innerHTML - ); - }, - }), - Dn = Object.defineProperty({}, "src", { - get: function () { - return this.hasAttribute("src") - ? Rt(window.Element.prototype.getAttribute.call(this, "src")) - : ""; - }, - set: function (e) { - return window.Element.prototype.setAttribute.call(this, "src", e), e; - }, - }), - On = (function (l) { - function s(e, t) { - var i = l.call(this, e, t) || this, - t = e.source, - n = !1; - if ( - ((i.featuresVideoFrameCallback = - i.featuresVideoFrameCallback && "VIDEO" === i.el_.tagName), - t && - (i.el_.currentSrc !== t.src || - (e.tag && 3 === e.tag.initNetworkState_)) - ? i.setSource(t) - : i.handleLateInit_(i.el_), - e.enableSourceset && i.setupSourcesetHandling_(), - (i.isScrubbing_ = !1), - i.el_.hasChildNodes()) - ) { - for (var r = i.el_.childNodes, a = r.length, s = []; a--; ) { - var o = r[a]; - "track" === o.nodeName.toLowerCase() && - (i.featuresNativeTextTracks - ? (i.remoteTextTrackEls().addTrackElement_(o), - i.remoteTextTracks().addTrack(o.track), - i.textTracks().addTrack(o.track), - n || - i.el_.hasAttribute("crossorigin") || - !Ut(o.src) || - (n = !0)) - : s.push(o)); - } - for (var u = 0; u < s.length; u++) i.el_.removeChild(s[u]); - } - return ( - i.proxyNativeTracks_(), - i.featuresNativeTextTracks && - n && - h.warn( - "Text Tracks are being loaded from another origin but the crossorigin attribute isn't used.\nThis may prevent text tracks from loading.", - ), - i.restoreMetadataTracksInIOSNativePlayer_(), - (F || H || L) && !0 === e.nativeControlsForTouch && i.setControls(!0), - i.proxyWebkitFullscreen_(), - i.triggerReady(), - i - ); - } - mt(s, l); - var e = s.prototype; - return ( - (e.dispose = function () { - this.el_ && this.el_.resetSourceset_ && this.el_.resetSourceset_(), - s.disposeMediaElement(this.el_), - (this.options_ = null), - l.prototype.dispose.call(this); - }), - (e.setupSourcesetHandling_ = function () { - xn(this); - }), - (e.restoreMetadataTracksInIOSNativePlayer_ = function () { - function e() { - i = []; - for (var e = 0; e < n.length; e++) { - var t = n[e]; - "metadata" === t.kind && i.push({ track: t, storedMode: t.mode }); - } - } - var i, - n = this.textTracks(); - e(), - n.addEventListener("change", e), - this.on("dispose", function () { - return n.removeEventListener("change", e); - }); - function r() { - for (var e = 0; e < i.length; e++) { - var t = i[e]; - "disabled" === t.track.mode && - t.track.mode !== t.storedMode && - (t.track.mode = t.storedMode); - } - n.removeEventListener("change", r); - } - this.on("webkitbeginfullscreen", function () { - n.removeEventListener("change", e), - n.removeEventListener("change", r), - n.addEventListener("change", r); - }), - this.on("webkitendfullscreen", function () { - n.removeEventListener("change", e), - n.addEventListener("change", e), - n.removeEventListener("change", r); - }); - }), - (e.overrideNative_ = function (e, t) { - var i, - n = this; - t === this["featuresNative" + e + "Tracks"] && - (this[(i = e.toLowerCase()) + "TracksListeners_"] && - Object.keys(this[i + "TracksListeners_"]).forEach(function (e) { - n.el()[i + "Tracks"].removeEventListener( - e, - n[i + "TracksListeners_"][e], - ); - }), - (this["featuresNative" + e + "Tracks"] = !t), - (this[i + "TracksListeners_"] = null), - this.proxyNativeTracksForType_(i)); - }), - (e.overrideNativeAudioTracks = function (e) { - this.overrideNative_("Audio", e); - }), - (e.overrideNativeVideoTracks = function (e) { - this.overrideNative_("Video", e); - }), - (e.proxyNativeTracksForType_ = function (i) { - var e, - t, - n = this, - r = ai[i], - a = this.el()[r.getterName], - s = this[r.getterName](); - this["featuresNative" + r.capitalName + "Tracks"] && - a && - a.addEventListener && - ((t = function () { - for (var e = [], t = 0; t < s.length; t++) { - for (var i = !1, n = 0; n < a.length; n++) - if (a[n] === s[t]) { - i = !0; - break; - } - i || e.push(s[t]); - } - for (; e.length; ) s.removeTrack(e.shift()); - }), - (this[r.getterName + "Listeners_"] = e = - { - change: function (e) { - var t = { - type: "change", - target: s, - currentTarget: s, - srcElement: s, - }; - s.trigger(t), - "text" === i && n[si.remoteText.getterName]().trigger(t); - }, - addtrack: function (e) { - s.addTrack(e.track); - }, - removetrack: function (e) { - s.removeTrack(e.track); - }, - }), - Object.keys(e).forEach(function (t) { - var i = e[t]; - a.addEventListener(t, i), - n.on("dispose", function (e) { - return a.removeEventListener(t, i); - }); - }), - this.on("loadstart", t), - this.on("dispose", function (e) { - return n.off("loadstart", t); - })); - }), - (e.proxyNativeTracks_ = function () { - var t = this; - ai.names.forEach(function (e) { - t.proxyNativeTracksForType_(e); - }); - }), - (e.createEl = function () { - var e, - t = this.options_.tag; - (t && - (this.options_.playerElIngest || this.movingMediaElementInDOM)) || - (t - ? ((e = t.cloneNode(!0)), - t.parentNode && t.parentNode.insertBefore(e, t), - s.disposeMediaElement(t), - (t = e)) - : ((t = document.createElement("video")), - (e = lt({}, this.options_.tag && ae(this.options_.tag))), - (F && !0 === this.options_.nativeControlsForTouch) || - delete e.controls, - re(t, b(e, { id: this.options_.techId, class: "vjs-tech" }))), - (t.playerId = this.options_.playerId)), - "undefined" != typeof this.options_.preload && - oe(t, "preload", this.options_.preload), - void 0 !== this.options_.disablePictureInPicture && - (t.disablePictureInPicture = - this.options_.disablePictureInPicture); - for ( - var i = ["loop", "muted", "playsinline", "autoplay"], n = 0; - n < i.length; - n++ - ) { - var r = i[n], - a = this.options_[r]; - "undefined" != typeof a && (a ? oe(t, r, r) : ue(t, r), (t[r] = a)); - } - return t; - }), - (e.handleLateInit_ = function (e) { - if (0 !== e.networkState && 3 !== e.networkState) { - if (0 === e.readyState) { - var t = !1, - i = function () { - t = !0; - }; - this.on("loadstart", i); - var n = function () { - t || this.trigger("loadstart"); - }; - return ( - this.on("loadedmetadata", n), - void this.ready(function () { - this.off("loadstart", i), - this.off("loadedmetadata", n), - t || this.trigger("loadstart"); - }) - ); - } - var r = ["loadstart"]; - r.push("loadedmetadata"), - 2 <= e.readyState && r.push("loadeddata"), - 3 <= e.readyState && r.push("canplay"), - 4 <= e.readyState && r.push("canplaythrough"), - this.ready(function () { - r.forEach(function (e) { - this.trigger(e); - }, this); - }); - } - }), - (e.setScrubbing = function (e) { - this.isScrubbing_ = e; - }), - (e.scrubbing = function () { - return this.isScrubbing_; - }), - (e.setCurrentTime = function (e) { - try { - this.isScrubbing_ && this.el_.fastSeek && V - ? this.el_.fastSeek(e) - : (this.el_.currentTime = e); - } catch (e) { - h(e, "Video is not ready. (Video.js)"); - } - }), - (e.duration = function () { - var t = this; - return this.el_.duration === 1 / 0 && - A && - M && - 0 === this.el_.currentTime - ? (this.on("timeupdate", function e() { - 0 < t.el_.currentTime && - (t.el_.duration === 1 / 0 && t.trigger("durationchange"), - t.off("timeupdate", e)); - }), - NaN) - : this.el_.duration || NaN; - }), - (e.width = function () { - return this.el_.offsetWidth; - }), - (e.height = function () { - return this.el_.offsetHeight; - }), - (e.proxyWebkitFullscreen_ = function () { - var e, - t, - i = this; - "webkitDisplayingFullscreen" in this.el_ && - ((e = function () { - this.trigger("fullscreenchange", { isFullscreen: !1 }), - this.el_.controls && - !this.options_.nativeControlsForTouch && - this.controls() && - (this.el_.controls = !1); - }), - (t = function () { - "webkitPresentationMode" in this.el_ && - "picture-in-picture" !== this.el_.webkitPresentationMode && - (this.one("webkitendfullscreen", e), - this.trigger("fullscreenchange", { - isFullscreen: !0, - nativeIOSFullscreen: !0, - })); - }), - this.on("webkitbeginfullscreen", t), - this.on("dispose", function () { - i.off("webkitbeginfullscreen", t), - i.off("webkitendfullscreen", e); - })); - }), - (e.supportsFullScreen = function () { - if ("function" == typeof this.el_.webkitEnterFullScreen) { - var e = (window.navigator && window.navigator.userAgent) || ""; - if (/Android/.test(e) || !/Chrome|Mac OS X 10.5/.test(e)) return !0; - } - return !1; - }), - (e.enterFullScreen = function () { - var e = this.el_; - if (e.paused && e.networkState <= e.HAVE_METADATA) - Et(this.el_.play()), - this.setTimeout(function () { - e.pause(); - try { - e.webkitEnterFullScreen(); - } catch (e) { - this.trigger("fullscreenerror", e); - } - }, 0); - else - try { - e.webkitEnterFullScreen(); - } catch (e) { - this.trigger("fullscreenerror", e); - } - }), - (e.exitFullScreen = function () { - this.el_.webkitDisplayingFullscreen - ? this.el_.webkitExitFullScreen() - : this.trigger( - "fullscreenerror", - new Error("The video is not fullscreen"), - ); - }), - (e.requestPictureInPicture = function () { - return this.el_.requestPictureInPicture(); - }), - (e.requestVideoFrameCallback = function (e) { - return this.featuresVideoFrameCallback && !this.el_.webkitKeys - ? this.el_.requestVideoFrameCallback(e) - : l.prototype.requestVideoFrameCallback.call(this, e); - }), - (e.cancelVideoFrameCallback = function (e) { - this.featuresVideoFrameCallback && !this.el_.webkitKeys - ? this.el_.cancelVideoFrameCallback(e) - : l.prototype.cancelVideoFrameCallback.call(this, e); - }), - (e.src = function (e) { - if (void 0 === e) return this.el_.src; - this.setSrc(e); - }), - (e.reset = function () { - s.resetMediaElement(this.el_); - }), - (e.currentSrc = function () { - return this.currentSource_ - ? this.currentSource_.src - : this.el_.currentSrc; - }), - (e.setControls = function (e) { - this.el_.controls = !!e; - }), - (e.addTextTrack = function (e, t, i) { - return this.featuresNativeTextTracks - ? this.el_.addTextTrack(e, t, i) - : l.prototype.addTextTrack.call(this, e, t, i); - }), - (e.createRemoteTextTrack = function (e) { - if (!this.featuresNativeTextTracks) - return l.prototype.createRemoteTextTrack.call(this, e); - var t = document.createElement("track"); - return ( - e.kind && (t.kind = e.kind), - e.label && (t.label = e.label), - (e.language || e.srclang) && (t.srclang = e.language || e.srclang), - e.default && (t.default = e.default), - e.id && (t.id = e.id), - e.src && (t.src = e.src), - t - ); - }), - (e.addRemoteTextTrack = function (e, t) { - t = l.prototype.addRemoteTextTrack.call(this, e, t); - return this.featuresNativeTextTracks && this.el().appendChild(t), t; - }), - (e.removeRemoteTextTrack = function (e) { - if ( - (l.prototype.removeRemoteTextTrack.call(this, e), - this.featuresNativeTextTracks) - ) - for (var t = this.$$("track"), i = t.length; i--; ) - (e !== t[i] && e !== t[i].track) || this.el().removeChild(t[i]); - }), - (e.getVideoPlaybackQuality = function () { - if ("function" == typeof this.el().getVideoPlaybackQuality) - return this.el().getVideoPlaybackQuality(); - var e = {}; - return ( - "undefined" != typeof this.el().webkitDroppedFrameCount && - "undefined" != typeof this.el().webkitDecodedFrameCount && - ((e.droppedVideoFrames = this.el().webkitDroppedFrameCount), - (e.totalVideoFrames = this.el().webkitDecodedFrameCount)), - window.performance && "function" == typeof window.performance.now - ? (e.creationTime = window.performance.now()) - : window.performance && - window.performance.timing && - "number" == typeof window.performance.timing.navigationStart && - (e.creationTime = - window.Date.now() - - window.performance.timing.navigationStart), - e - ); - }), - s - ); - })(ji); - An(On, "TEST_VID", function () { - if (X()) { - var e = document.createElement("video"), - t = document.createElement("track"); - return ( - (t.kind = "captions"), - (t.srclang = "en"), - (t.label = "English"), - e.appendChild(t), - e - ); - } - }), - (On.isSupported = function () { - try { - On.TEST_VID.volume = 0.5; - } catch (e) { - return !1; - } - return !(!On.TEST_VID || !On.TEST_VID.canPlayType); - }), - (On.canPlayType = function (e) { - return On.TEST_VID.canPlayType(e); - }), - (On.canPlaySource = function (e, t) { - return On.canPlayType(e.type); - }), - (On.canControlVolume = function () { - try { - var e = On.TEST_VID.volume; - On.TEST_VID.volume = e / 2 + 0.1; - var t = e !== On.TEST_VID.volume; - return t && q - ? (window.setTimeout(function () { - On && - On.prototype && - (On.prototype.featuresVolumeControl = e !== On.TEST_VID.volume); - }), - !1) - : t; - } catch (e) { - return !1; - } - }), - (On.canMuteVolume = function () { - try { - var e = On.TEST_VID.muted; - return ( - (On.TEST_VID.muted = !e), - On.TEST_VID.muted - ? oe(On.TEST_VID, "muted", "muted") - : ue(On.TEST_VID, "muted"), - e !== On.TEST_VID.muted - ); - } catch (e) { - return !1; - } - }), - (On.canControlPlaybackRate = function () { - if (A && M && R < 58) return !1; - try { - var e = On.TEST_VID.playbackRate; - return ( - (On.TEST_VID.playbackRate = e / 2 + 0.1), - e !== On.TEST_VID.playbackRate - ); - } catch (e) { - return !1; - } - }), - (On.canOverrideAttributes = function () { - try { - var e = function () {}; - Object.defineProperty(document.createElement("video"), "src", { - get: e, - set: e, - }), - Object.defineProperty(document.createElement("audio"), "src", { - get: e, - set: e, - }), - Object.defineProperty(document.createElement("video"), "innerHTML", { - get: e, - set: e, - }), - Object.defineProperty(document.createElement("audio"), "innerHTML", { - get: e, - set: e, - }); - } catch (e) { - return !1; - } - return !0; - }), - (On.supportsNativeTextTracks = function () { - return V || (q && M); - }), - (On.supportsNativeVideoTracks = function () { - return !(!On.TEST_VID || !On.TEST_VID.videoTracks); - }), - (On.supportsNativeAudioTracks = function () { - return !(!On.TEST_VID || !On.TEST_VID.audioTracks); - }), - (On.Events = [ - "loadstart", - "suspend", - "abort", - "error", - "emptied", - "stalled", - "loadedmetadata", - "loadeddata", - "canplay", - "canplaythrough", - "playing", - "waiting", - "seeking", - "seeked", - "ended", - "durationchange", - "timeupdate", - "progress", - "play", - "pause", - "ratechange", - "resize", - "volumechange", - ]), - [ - ["featuresMuteControl", "canMuteVolume"], - ["featuresPlaybackRate", "canControlPlaybackRate"], - ["featuresSourceset", "canOverrideAttributes"], - ["featuresNativeTextTracks", "supportsNativeTextTracks"], - ["featuresNativeVideoTracks", "supportsNativeVideoTracks"], - ["featuresNativeAudioTracks", "supportsNativeAudioTracks"], - ].forEach(function (e) { - var t = e[0], - i = e[1]; - An( - On.prototype, - t, - function () { - return On[i](); - }, - !0, - ); - }), - (On.prototype.featuresVolumeControl = On.canControlVolume()), - (On.prototype.movingMediaElementInDOM = !q), - (On.prototype.featuresFullscreenResize = !0), - (On.prototype.featuresProgressEvents = !0), - (On.prototype.featuresTimeupdateEvents = !0), - (On.prototype.featuresVideoFrameCallback = !( - !On.TEST_VID || !On.TEST_VID.requestVideoFrameCallback - )), - (On.patchCanPlayType = function () { - 4 <= P && - !D && - !M && - ((Pn = On.TEST_VID && On.TEST_VID.constructor.prototype.canPlayType), - (On.TEST_VID.constructor.prototype.canPlayType = function (e) { - return e && /^application\/(?:x-|vnd\.apple\.)mpegurl/i.test(e) - ? "maybe" - : Pn.call(this, e); - })); - }), - (On.unpatchCanPlayType = function () { - var e = On.TEST_VID.constructor.prototype.canPlayType; - return Pn && (On.TEST_VID.constructor.prototype.canPlayType = Pn), e; - }), - On.patchCanPlayType(), - (On.disposeMediaElement = function (e) { - if (e) { - for (e.parentNode && e.parentNode.removeChild(e); e.hasChildNodes(); ) - e.removeChild(e.firstChild); - e.removeAttribute("src"), - "function" == typeof e.load && - (function () { - try { - e.load(); - } catch (e) {} - })(); - } - }), - (On.resetMediaElement = function (e) { - if (e) { - for (var t = e.querySelectorAll("source"), i = t.length; i--; ) - e.removeChild(t[i]); - e.removeAttribute("src"), - "function" == typeof e.load && - (function () { - try { - e.load(); - } catch (e) {} - })(); - } - }), - [ - "muted", - "defaultMuted", - "autoplay", - "controls", - "loop", - "playsinline", - ].forEach(function (e) { - On.prototype[e] = function () { - return this.el_[e] || this.el_.hasAttribute(e); - }; - }), - ["muted", "defaultMuted", "autoplay", "loop", "playsinline"].forEach( - function (t) { - On.prototype["set" + ut(t)] = function (e) { - (this.el_[t] = e) - ? this.el_.setAttribute(t, t) - : this.el_.removeAttribute(t); - }; - }, - ), - [ - "paused", - "currentTime", - "buffered", - "volume", - "poster", - "preload", - "error", - "seeking", - "seekable", - "ended", - "playbackRate", - "defaultPlaybackRate", - "disablePictureInPicture", - "played", - "networkState", - "readyState", - "videoWidth", - "videoHeight", - "crossOrigin", - ].forEach(function (e) { - On.prototype[e] = function () { - return this.el_[e]; - }; - }), - [ - "volume", - "src", - "poster", - "preload", - "playbackRate", - "defaultPlaybackRate", - "disablePictureInPicture", - "crossOrigin", - ].forEach(function (t) { - On.prototype["set" + ut(t)] = function (e) { - this.el_[t] = e; - }; - }), - ["pause", "load", "play"].forEach(function (e) { - On.prototype[e] = function () { - return this.el_[e](); - }; - }), - ji.withSourceHandlers(On), - (On.nativeSourceHandler = {}), - (On.nativeSourceHandler.canPlayType = function (e) { - try { - return On.TEST_VID.canPlayType(e); - } catch (e) { - return ""; - } - }), - (On.nativeSourceHandler.canHandleSource = function (e, t) { - if (e.type) return On.nativeSourceHandler.canPlayType(e.type); - if (e.src) { - e = Nt(e.src); - return On.nativeSourceHandler.canPlayType("video/" + e); - } - return ""; - }), - (On.nativeSourceHandler.handleSource = function (e, t, i) { - t.setSrc(e.src); - }), - (On.nativeSourceHandler.dispose = function () {}), - On.registerSourceHandler(On.nativeSourceHandler), - ji.registerTech("Html5", On); - var Mn = [ - "progress", - "abort", - "suspend", - "emptied", - "stalled", - "loadedmetadata", - "loadeddata", - "timeupdate", - "resize", - "volumechange", - "texttrackchange", - ], - Rn = { - canplay: "CanPlay", - canplaythrough: "CanPlayThrough", - playing: "Playing", - seeked: "Seeked", - }, - Nn = ["tiny", "xsmall", "small", "medium", "large", "xlarge", "huge"], - Un = {}; - Nn.forEach(function (e) { - var t = "x" === e.charAt(0) ? "x-" + e.substring(1) : e; - Un[e] = "vjs-layout-" + t; - }); - var Bn = { - tiny: 210, - xsmall: 320, - small: 425, - medium: 768, - large: 1440, - xlarge: 2560, - huge: 1 / 0, - }, - Fn = (function (c) { - function o(e, t, i) { - var n, r; - if ( - ((e.id = e.id || t.id || "vjs_video_" + Pe++), - ((t = b(o.getTagSettings(e), t)).initChildren = !1), - (t.createEl = !1), - (t.evented = !1), - (t.reportTouchActivity = !1), - !t.language) - ) - if ("function" == typeof e.closest) { - var a = e.closest("[lang]"); - a && a.getAttribute && (t.language = a.getAttribute("lang")); - } else - for (var s = e; s && 1 === s.nodeType; ) { - if (ae(s).hasOwnProperty("lang")) { - t.language = s.getAttribute("lang"); - break; - } - s = s.parentNode; - } - if ( - (((n = - c.call(this, null, t, i) || this).boundDocumentFullscreenChange_ = - function (e) { - return n.documentFullscreenChange_(e); - }), - (n.boundFullWindowOnEscKey_ = function (e) { - return n.fullWindowOnEscKey(e); - }), - (n.boundUpdateStyleEl_ = function (e) { - return n.updateStyleEl_(e); - }), - (n.boundApplyInitTime_ = function (e) { - return n.applyInitTime_(e); - }), - (n.boundUpdateCurrentBreakpoint_ = function (e) { - return n.updateCurrentBreakpoint_(e); - }), - (n.boundHandleTechClick_ = function (e) { - return n.handleTechClick_(e); - }), - (n.boundHandleTechDoubleClick_ = function (e) { - return n.handleTechDoubleClick_(e); - }), - (n.boundHandleTechTouchStart_ = function (e) { - return n.handleTechTouchStart_(e); - }), - (n.boundHandleTechTouchMove_ = function (e) { - return n.handleTechTouchMove_(e); - }), - (n.boundHandleTechTouchEnd_ = function (e) { - return n.handleTechTouchEnd_(e); - }), - (n.boundHandleTechTap_ = function (e) { - return n.handleTechTap_(e); - }), - (n.isFullscreen_ = !1), - (n.log = p(n.id_)), - (n.fsApi_ = l), - (n.isPosterFromTech_ = !1), - (n.queuedCallbacks_ = []), - (n.isReady_ = !1), - (n.hasStarted_ = !1), - (n.userActive_ = !1), - (n.debugEnabled_ = !1), - (n.audioOnlyMode_ = !1), - (n.audioPosterMode_ = !1), - (n.audioOnlyCache_ = { playerHeight: null, hiddenChildren: [] }), - !n.options_ || !n.options_.techOrder || !n.options_.techOrder.length) - ) - throw new Error( - "No techOrder specified. Did you overwrite videojs.options instead of just changing the properties you want to override?", - ); - (n.tag = e), - (n.tagAttributes = e && ae(e)), - n.language(n.options_.language), - t.languages - ? ((r = {}), - Object.getOwnPropertyNames(t.languages).forEach(function (e) { - r[e.toLowerCase()] = t.languages[e]; - }), - (n.languages_ = r)) - : (n.languages_ = o.prototype.options_.languages), - n.resetCache_(), - (n.poster_ = t.poster || ""), - (n.controls_ = !!t.controls), - (e.controls = !1), - e.removeAttribute("controls"), - (n.changingSrc_ = !1), - (n.playCallbacks_ = []), - (n.playTerminatedQueue_ = []), - e.hasAttribute("autoplay") - ? n.autoplay(!0) - : n.autoplay(n.options_.autoplay), - t.plugins && - Object.keys(t.plugins).forEach(function (e) { - if ("function" != typeof n[e]) - throw new Error('plugin "' + e + '" does not exist'); - }), - (n.scrubbing_ = !1), - (n.el_ = n.createEl()), - rt(ft(n), { eventBusKey: "el_" }), - n.fsApi_.requestFullscreen && - (Be( - document, - n.fsApi_.fullscreenchange, - n.boundDocumentFullscreenChange_, - ), - n.on(n.fsApi_.fullscreenchange, n.boundDocumentFullscreenChange_)), - n.fluid_ && n.on(["playerreset", "resize"], n.boundUpdateStyleEl_); - i = lt(n.options_); - t.plugins && - Object.keys(t.plugins).forEach(function (e) { - n[e](t.plugins[e]); - }), - t.debug && n.debug(!0), - (n.options_.playerOptions = i), - (n.middleware_ = []), - n.playbackRates(t.playbackRates), - n.initChildren(), - n.isAudio("audio" === e.nodeName.toLowerCase()), - n.controls() - ? n.addClass("vjs-controls-enabled") - : n.addClass("vjs-controls-disabled"), - n.el_.setAttribute("role", "region"), - n.isAudio() - ? n.el_.setAttribute("aria-label", n.localize("Audio Player")) - : n.el_.setAttribute("aria-label", n.localize("Video Player")), - n.isAudio() && n.addClass("vjs-audio"), - n.flexNotSupported_() && n.addClass("vjs-no-flex"), - F && n.addClass("vjs-touch-enabled"), - q || n.addClass("vjs-workinghover"), - (o.players[n.id_] = ft(n)); - e = u.split(".")[0]; - return ( - n.addClass("vjs-v" + e), - n.userActive(!0), - n.reportUserActivity(), - n.one("play", function (e) { - return n.listenForUserActivity_(e); - }), - n.on("stageclick", function (e) { - return n.handleStageClick_(e); - }), - n.on("keydown", function (e) { - return n.handleKeyDown(e); - }), - n.on("languagechange", function (e) { - return n.handleLanguagechange(e); - }), - n.breakpoints(n.options_.breakpoints), - n.responsive(n.options_.responsive), - n.on("ready", function () { - n.audioPosterMode(n.options_.audioPosterMode), - n.audioOnlyMode(n.options_.audioOnlyMode); - }), - n - ); - } - mt(o, c); - var e = o.prototype; - return ( - (e.dispose = function () { - var t = this; - this.trigger("dispose"), - this.off("dispose"), - Fe( - document, - this.fsApi_.fullscreenchange, - this.boundDocumentFullscreenChange_, - ), - Fe(document, "keydown", this.boundFullWindowOnEscKey_), - this.styleEl_ && - this.styleEl_.parentNode && - (this.styleEl_.parentNode.removeChild(this.styleEl_), - (this.styleEl_ = null)), - (o.players[this.id_] = null), - this.tag && this.tag.player && (this.tag.player = null), - this.el_ && this.el_.player && (this.el_.player = null), - this.tech_ && - (this.tech_.dispose(), - (this.isPosterFromTech_ = !1), - (this.poster_ = "")), - this.playerElIngest_ && (this.playerElIngest_ = null), - this.tag && (this.tag = null), - (qi[this.id()] = null), - oi.names.forEach(function (e) { - (e = oi[e]), (e = t[e.getterName]()); - e && e.off && e.off(); - }), - c.prototype.dispose.call(this, { - restoreEl: this.options_.restoreEl, - }); - }), - (e.createEl = function () { - var t, - i = this.tag, - e = (this.playerElIngest_ = - i.parentNode && - i.parentNode.hasAttribute && - i.parentNode.hasAttribute("data-vjs-player")), - n = "video-js" === this.tag.tagName.toLowerCase(); - e - ? (t = this.el_ = i.parentNode) - : n || (t = this.el_ = c.prototype.createEl.call(this, "div")); - var r, - a, - s = ae(i); - if (n) { - for ( - t = this.el_ = i, i = this.tag = document.createElement("video"); - t.children.length; - - ) - i.appendChild(t.firstChild); - ee(t, "video-js") || te(t, "video-js"), - t.appendChild(i), - (e = this.playerElIngest_ = t), - Object.keys(t).forEach(function (e) { - try { - i[e] = t[e]; - } catch (e) {} - }); - } - i.setAttribute("tabindex", "-1"), - (s.tabindex = "-1"), - (N || (M && B)) && - (i.setAttribute("role", "application"), (s.role = "application")), - i.removeAttribute("width"), - i.removeAttribute("height"), - "width" in s && delete s.width, - "height" in s && delete s.height, - Object.getOwnPropertyNames(s).forEach(function (e) { - (n && "class" === e) || t.setAttribute(e, s[e]), - n && i.setAttribute(e, s[e]); - }), - (i.playerId = i.id), - (i.id += "_html5_api"), - (i.className = "vjs-tech"), - (i.player = t.player = this).addClass("vjs-paused"), - !0 !== window.VIDEOJS_NO_DYNAMIC_STYLE && - ((this.styleEl_ = xe("vjs-styles-dimensions")), - (r = Te(".vjs-styles-defaults")), - (a = Te("head")).insertBefore( - this.styleEl_, - r ? r.nextSibling : a.firstChild, - )), - (this.fill_ = !1), - (this.fluid_ = !1), - this.width(this.options_.width), - this.height(this.options_.height), - this.fill(this.options_.fill), - this.fluid(this.options_.fluid), - this.aspectRatio(this.options_.aspectRatio), - this.crossOrigin( - this.options_.crossOrigin || this.options_.crossorigin, - ); - for (var o = i.getElementsByTagName("a"), u = 0; u < o.length; u++) { - var l = o.item(u); - te(l, "vjs-hidden"), l.setAttribute("hidden", "hidden"); - } - return ( - (i.initNetworkState_ = i.networkState), - i.parentNode && !e && i.parentNode.insertBefore(t, i), - Z(i, t), - this.children_.unshift(i), - this.el_.setAttribute("lang", this.language_), - this.el_.setAttribute("translate", "no"), - (this.el_ = t) - ); - }), - (e.crossOrigin = function (e) { - if (!e) return this.techGet_("crossOrigin"); - "anonymous" === e || "use-credentials" === e - ? this.techCall_("setCrossOrigin", e) - : h.warn( - 'crossOrigin must be "anonymous" or "use-credentials", given "' + - e + - '"', - ); - }), - (e.width = function (e) { - return this.dimension("width", e); - }), - (e.height = function (e) { - return this.dimension("height", e); - }), - (e.dimension = function (e, t) { - var i = e + "_"; - if (void 0 === t) return this[i] || 0; - if ("" === t || "auto" === t) - return (this[i] = void 0), void this.updateStyleEl_(); - var n = parseFloat(t); - isNaN(n) - ? h.error('Improper value "' + t + '" supplied for for ' + e) - : ((this[i] = n), this.updateStyleEl_()); - }), - (e.fluid = function (e) { - var t, - i = this; - if (void 0 === e) return !!this.fluid_; - (this.fluid_ = !!e), - it(this) && - this.off(["playerreset", "resize"], this.boundUpdateStyleEl_), - e - ? (this.addClass("vjs-fluid"), - this.fill(!1), - (t = function () { - i.on(["playerreset", "resize"], i.boundUpdateStyleEl_); - }), - it((e = this)) - ? t() - : (e.eventedCallbacks || (e.eventedCallbacks = []), - e.eventedCallbacks.push(t))) - : this.removeClass("vjs-fluid"), - this.updateStyleEl_(); - }), - (e.fill = function (e) { - if (void 0 === e) return !!this.fill_; - (this.fill_ = !!e), - e - ? (this.addClass("vjs-fill"), this.fluid(!1)) - : this.removeClass("vjs-fill"); - }), - (e.aspectRatio = function (e) { - if (void 0 === e) return this.aspectRatio_; - if (!/^\d+\:\d+$/.test(e)) - throw new Error( - "Improper value supplied for aspect ratio. The format should be width:height, for example 16:9.", - ); - (this.aspectRatio_ = e), this.fluid(!0), this.updateStyleEl_(); - }), - (e.updateStyleEl_ = function () { - var e, t, i, n; - !0 !== window.VIDEOJS_NO_DYNAMIC_STYLE - ? ((n = - (i = ( - void 0 !== this.aspectRatio_ && "auto" !== this.aspectRatio_ - ? this.aspectRatio_ - : 0 < this.videoWidth() - ? this.videoWidth() + ":" + this.videoHeight() - : "16:9" - ).split(":"))[1] / i[0]), - (e = - void 0 !== this.width_ - ? this.width_ - : void 0 !== this.height_ - ? this.height_ / n - : this.videoWidth() || 300), - (t = void 0 !== this.height_ ? this.height_ : e * n), - (i = /^[^a-zA-Z]/.test(this.id()) - ? "dimensions-" + this.id() - : this.id() + "-dimensions"), - this.addClass(i), - Ae( - this.styleEl_, - "\n ." + - i + - " {\n width: " + - e + - "px;\n height: " + - t + - "px;\n }\n\n ." + - i + - ".vjs-fluid:not(.vjs-audio-only-mode) {\n padding-top: " + - 100 * n + - "%;\n }\n ", - )) - : ((t = - "number" == typeof this.width_ - ? this.width_ - : this.options_.width), - (i = - "number" == typeof this.height_ - ? this.height_ - : this.options_.height), - (n = this.tech_ && this.tech_.el()) && - (0 <= t && (n.width = t), 0 <= i && (n.height = i))); - }), - (e.loadTech_ = function (e, t) { - var i = this; - this.tech_ && this.unloadTech_(); - var n = ut(e), - r = e.charAt(0).toLowerCase() + e.slice(1); - "Html5" !== n && - this.tag && - (ji.getTech("Html5").disposeMediaElement(this.tag), - (this.tag.player = null), - (this.tag = null)), - (this.techName_ = n), - (this.isReady_ = !1); - var a = this.autoplay(), - s = { - source: t, - autoplay: (a = - "string" == typeof this.autoplay() || - (!0 === this.autoplay() && this.options_.normalizeAutoplay) - ? !1 - : a), - nativeControlsForTouch: this.options_.nativeControlsForTouch, - playerId: this.id(), - techId: this.id() + "_" + r + "_api", - playsinline: this.options_.playsinline, - preload: this.options_.preload, - loop: this.options_.loop, - disablePictureInPicture: this.options_.disablePictureInPicture, - muted: this.options_.muted, - poster: this.poster(), - language: this.language(), - playerElIngest: this.playerElIngest_ || !1, - "vtt.js": this.options_["vtt.js"], - canOverridePoster: !!this.options_.techCanOverridePoster, - enableSourceset: this.options_.enableSourceset, - Promise: this.options_.Promise, - }; - oi.names.forEach(function (e) { - e = oi[e]; - s[e.getterName] = i[e.privateName]; - }), - b(s, this.options_[n]), - b(s, this.options_[r]), - b(s, this.options_[e.toLowerCase()]), - this.tag && (s.tag = this.tag), - t && - t.src === this.cache_.src && - 0 < this.cache_.currentTime && - (s.startTime = this.cache_.currentTime); - e = ji.getTech(e); - if (!e) - throw new Error( - "No Tech named '" + - n + - "' exists! '" + - n + - "' should be registered using videojs.registerTech()'", - ); - (this.tech_ = new e(s)), - this.tech_.ready(Ve(this, this.handleTechReady_), !0), - It(this.textTracksJson_ || [], this.tech_), - Mn.forEach(function (t) { - i.on(i.tech_, t, function (e) { - return i["handleTech" + ut(t) + "_"](e); - }); - }), - Object.keys(Rn).forEach(function (t) { - i.on(i.tech_, t, function (e) { - 0 === i.tech_.playbackRate() && i.tech_.seeking() - ? i.queuedCallbacks_.push({ - callback: i["handleTech" + Rn[t] + "_"].bind(i), - event: e, - }) - : i["handleTech" + Rn[t] + "_"](e); - }); - }), - this.on(this.tech_, "loadstart", function (e) { - return i.handleTechLoadStart_(e); - }), - this.on(this.tech_, "sourceset", function (e) { - return i.handleTechSourceset_(e); - }), - this.on(this.tech_, "waiting", function (e) { - return i.handleTechWaiting_(e); - }), - this.on(this.tech_, "ended", function (e) { - return i.handleTechEnded_(e); - }), - this.on(this.tech_, "seeking", function (e) { - return i.handleTechSeeking_(e); - }), - this.on(this.tech_, "play", function (e) { - return i.handleTechPlay_(e); - }), - this.on(this.tech_, "firstplay", function (e) { - return i.handleTechFirstPlay_(e); - }), - this.on(this.tech_, "pause", function (e) { - return i.handleTechPause_(e); - }), - this.on(this.tech_, "durationchange", function (e) { - return i.handleTechDurationChange_(e); - }), - this.on(this.tech_, "fullscreenchange", function (e, t) { - return i.handleTechFullscreenChange_(e, t); - }), - this.on(this.tech_, "fullscreenerror", function (e, t) { - return i.handleTechFullscreenError_(e, t); - }), - this.on(this.tech_, "enterpictureinpicture", function (e) { - return i.handleTechEnterPictureInPicture_(e); - }), - this.on(this.tech_, "leavepictureinpicture", function (e) { - return i.handleTechLeavePictureInPicture_(e); - }), - this.on(this.tech_, "error", function (e) { - return i.handleTechError_(e); - }), - this.on(this.tech_, "posterchange", function (e) { - return i.handleTechPosterChange_(e); - }), - this.on(this.tech_, "textdata", function (e) { - return i.handleTechTextData_(e); - }), - this.on(this.tech_, "ratechange", function (e) { - return i.handleTechRateChange_(e); - }), - this.on(this.tech_, "loadedmetadata", this.boundUpdateStyleEl_), - this.usingNativeControls(this.techGet_("controls")), - this.controls() && - !this.usingNativeControls() && - this.addTechControlsListeners_(), - this.tech_.el().parentNode === this.el() || - ("Html5" === n && this.tag) || - Z(this.tech_.el(), this.el()), - this.tag && ((this.tag.player = null), (this.tag = null)); - }), - (e.unloadTech_ = function () { - var t = this; - oi.names.forEach(function (e) { - e = oi[e]; - t[e.privateName] = t[e.getterName](); - }), - (this.textTracksJson_ = Ct(this.tech_)), - (this.isReady_ = !1), - this.tech_.dispose(), - (this.tech_ = !1), - this.isPosterFromTech_ && - ((this.poster_ = ""), this.trigger("posterchange")), - (this.isPosterFromTech_ = !1); - }), - (e.tech = function (e) { - return ( - void 0 === e && - h.warn( - "Using the tech directly can be dangerous. I hope you know what you're doing.\nSee https://github.com/videojs/video.js/issues/2617 for more info.\n", - ), - this.tech_ - ); - }), - (e.addTechControlsListeners_ = function () { - this.removeTechControlsListeners_(), - this.on(this.tech_, "click", this.boundHandleTechClick_), - this.on(this.tech_, "dblclick", this.boundHandleTechDoubleClick_), - this.on(this.tech_, "touchstart", this.boundHandleTechTouchStart_), - this.on(this.tech_, "touchmove", this.boundHandleTechTouchMove_), - this.on(this.tech_, "touchend", this.boundHandleTechTouchEnd_), - this.on(this.tech_, "tap", this.boundHandleTechTap_); - }), - (e.removeTechControlsListeners_ = function () { - this.off(this.tech_, "tap", this.boundHandleTechTap_), - this.off(this.tech_, "touchstart", this.boundHandleTechTouchStart_), - this.off(this.tech_, "touchmove", this.boundHandleTechTouchMove_), - this.off(this.tech_, "touchend", this.boundHandleTechTouchEnd_), - this.off(this.tech_, "click", this.boundHandleTechClick_), - this.off(this.tech_, "dblclick", this.boundHandleTechDoubleClick_); - }), - (e.handleTechReady_ = function () { - this.triggerReady(), - this.cache_.volume && - this.techCall_("setVolume", this.cache_.volume), - this.handleTechPosterChange_(), - this.handleTechDurationChange_(); - }), - (e.handleTechLoadStart_ = function () { - this.removeClass("vjs-ended"), - this.removeClass("vjs-seeking"), - this.error(null), - this.handleTechDurationChange_(), - this.paused() - ? (this.hasStarted(!1), this.trigger("loadstart")) - : (this.trigger("loadstart"), this.trigger("firstplay")), - this.manualAutoplay_( - !0 === this.autoplay() && this.options_.normalizeAutoplay - ? "play" - : this.autoplay(), - ); - }), - (e.manualAutoplay_ = function (e) { - var n = this; - if (this.tech_ && "string" == typeof e) { - var t, - i = function () { - var e = n.muted(); - n.muted(!0); - function t() { - n.muted(e); - } - n.playTerminatedQueue_.push(t); - var i = n.play(); - if (wt(i)) - return i.catch(function (e) { - throw ( - (t(), - new Error( - "Rejection at manualAutoplay. Restoring muted value. " + - (e || ""), - )) - ); - }); - }; - if ( - ("any" !== e || this.muted() - ? (t = "muted" !== e || this.muted() ? this.play() : i()) - : wt((t = this.play())) && (t = t.catch(i)), - wt(t)) - ) - return t - .then(function () { - n.trigger({ type: "autoplay-success", autoplay: e }); - }) - .catch(function () { - n.trigger({ type: "autoplay-failure", autoplay: e }); - }); - } - }), - (e.updateSourceCaches_ = function (e) { - var t = (e = void 0 === e ? "" : e), - i = ""; - "string" != typeof t && ((t = e.src), (i = e.type)), - (this.cache_.source = this.cache_.source || {}), - (this.cache_.sources = this.cache_.sources || []), - t && - !i && - (i = (function (e, t) { - if (!t) return ""; - if (e.cache_.source.src === t && e.cache_.source.type) - return e.cache_.source.type; - var i = e.cache_.sources.filter(function (e) { - return e.src === t; - }); - if (i.length) return i[0].type; - for (var n = e.$$("source"), r = 0; r < n.length; r++) { - var a = n[r]; - if (a.type && a.src && a.src === t) return a.type; - } - return $i(t); - })(this, t)), - (this.cache_.source = lt({}, e, { src: t, type: i })); - for ( - var i = this.cache_.sources.filter(function (e) { - return e.src && e.src === t; - }), - n = [], - r = this.$$("source"), - a = [], - s = 0; - s < r.length; - s++ - ) { - var o = ae(r[s]); - n.push(o), o.src && o.src === t && a.push(o.src); - } - a.length && !i.length - ? (this.cache_.sources = n) - : i.length || (this.cache_.sources = [this.cache_.source]), - (this.cache_.src = t); - }), - (e.handleTechSourceset_ = function (e) { - var t, - i, - n, - r = this; - this.changingSrc_ || - ((t = function (e) { - return r.updateSourceCaches_(e); - }), - (i = this.currentSource().src), - (n = e.src), - i && - !/^blob:/.test(i) && - /^blob:/.test(n) && - ((this.lastSource_ && - (this.lastSource_.tech === n || - this.lastSource_.player === i)) || - (t = function () {})), - t(n), - e.src || - this.tech_.any(["sourceset", "loadstart"], function (e) { - "sourceset" !== e.type && - ((e = r.techGet("currentSrc")), - (r.lastSource_.tech = e), - r.updateSourceCaches_(e)); - })), - (this.lastSource_ = { - player: this.currentSource().src, - tech: e.src, - }), - this.trigger({ src: e.src, type: "sourceset" }); - }), - (e.hasStarted = function (e) { - if (void 0 === e) return this.hasStarted_; - e !== this.hasStarted_ && - ((this.hasStarted_ = e), - this.hasStarted_ - ? (this.addClass("vjs-has-started"), this.trigger("firstplay")) - : this.removeClass("vjs-has-started")); - }), - (e.handleTechPlay_ = function () { - this.removeClass("vjs-ended"), - this.removeClass("vjs-paused"), - this.addClass("vjs-playing"), - this.hasStarted(!0), - this.trigger("play"); - }), - (e.handleTechRateChange_ = function () { - 0 < this.tech_.playbackRate() && - 0 === this.cache_.lastPlaybackRate && - (this.queuedCallbacks_.forEach(function (e) { - return e.callback(e.event); - }), - (this.queuedCallbacks_ = [])), - (this.cache_.lastPlaybackRate = this.tech_.playbackRate()), - this.trigger("ratechange"); - }), - (e.handleTechWaiting_ = function () { - var t = this; - this.addClass("vjs-waiting"), this.trigger("waiting"); - var i = this.currentTime(); - this.on("timeupdate", function e() { - i !== t.currentTime() && - (t.removeClass("vjs-waiting"), t.off("timeupdate", e)); - }); - }), - (e.handleTechCanPlay_ = function () { - this.removeClass("vjs-waiting"), this.trigger("canplay"); - }), - (e.handleTechCanPlayThrough_ = function () { - this.removeClass("vjs-waiting"), this.trigger("canplaythrough"); - }), - (e.handleTechPlaying_ = function () { - this.removeClass("vjs-waiting"), this.trigger("playing"); - }), - (e.handleTechSeeking_ = function () { - this.addClass("vjs-seeking"), this.trigger("seeking"); - }), - (e.handleTechSeeked_ = function () { - this.removeClass("vjs-seeking"), - this.removeClass("vjs-ended"), - this.trigger("seeked"); - }), - (e.handleTechFirstPlay_ = function () { - this.options_.starttime && - (h.warn( - "Passing the `starttime` option to the player will be deprecated in 6.0", - ), - this.currentTime(this.options_.starttime)), - this.addClass("vjs-has-started"), - this.trigger("firstplay"); - }), - (e.handleTechPause_ = function () { - this.removeClass("vjs-playing"), - this.addClass("vjs-paused"), - this.trigger("pause"); - }), - (e.handleTechEnded_ = function () { - this.addClass("vjs-ended"), - this.removeClass("vjs-waiting"), - this.options_.loop - ? (this.currentTime(0), this.play()) - : this.paused() || this.pause(), - this.trigger("ended"); - }), - (e.handleTechDurationChange_ = function () { - this.duration(this.techGet_("duration")); - }), - (e.handleTechClick_ = function (e) { - this.controls_ && - ((void 0 !== this.options_ && - void 0 !== this.options_.userActions && - void 0 !== this.options_.userActions.click && - !1 === this.options_.userActions.click) || - (void 0 !== this.options_ && - void 0 !== this.options_.userActions && - "function" == typeof this.options_.userActions.click - ? this.options_.userActions.click.call(this, e) - : this.paused() - ? Et(this.play()) - : this.pause())); - }), - (e.handleTechDoubleClick_ = function (t) { - this.controls_ && - (Array.prototype.some.call( - this.$$(".vjs-control-bar, .vjs-modal-dialog"), - function (e) { - return e.contains(t.target); - }, - ) || - (void 0 !== this.options_ && - void 0 !== this.options_.userActions && - void 0 !== this.options_.userActions.doubleClick && - !1 === this.options_.userActions.doubleClick) || - (void 0 !== this.options_ && - void 0 !== this.options_.userActions && - "function" == typeof this.options_.userActions.doubleClick - ? this.options_.userActions.doubleClick.call(this, t) - : this.isFullscreen() - ? this.exitFullscreen() - : this.requestFullscreen())); - }), - (e.handleTechTap_ = function () { - this.userActive(!this.userActive()); - }), - (e.handleTechTouchStart_ = function () { - this.userWasActive = this.userActive(); - }), - (e.handleTechTouchMove_ = function () { - this.userWasActive && this.reportUserActivity(); - }), - (e.handleTechTouchEnd_ = function (e) { - e.cancelable && e.preventDefault(); - }), - (e.handleStageClick_ = function () { - this.reportUserActivity(); - }), - (e.toggleFullscreenClass_ = function () { - this.isFullscreen() - ? this.addClass("vjs-fullscreen") - : this.removeClass("vjs-fullscreen"); - }), - (e.documentFullscreenChange_ = function (e) { - var t = e.target.player; - (t && t !== this) || - ((e = this.el()), - !(t = document[this.fsApi_.fullscreenElement] === e) && e.matches - ? (t = e.matches(":" + this.fsApi_.fullscreen)) - : !t && - e.msMatchesSelector && - (t = e.msMatchesSelector(":" + this.fsApi_.fullscreen)), - this.isFullscreen(t)); - }), - (e.handleTechFullscreenChange_ = function (e, t) { - var i = this; - t && - (t.nativeIOSFullscreen && - (this.addClass("vjs-ios-native-fs"), - this.tech_.one("webkitendfullscreen", function () { - i.removeClass("vjs-ios-native-fs"); - })), - this.isFullscreen(t.isFullscreen)); - }), - (e.handleTechFullscreenError_ = function (e, t) { - this.trigger("fullscreenerror", t); - }), - (e.togglePictureInPictureClass_ = function () { - this.isInPictureInPicture() - ? this.addClass("vjs-picture-in-picture") - : this.removeClass("vjs-picture-in-picture"); - }), - (e.handleTechEnterPictureInPicture_ = function (e) { - this.isInPictureInPicture(!0); - }), - (e.handleTechLeavePictureInPicture_ = function (e) { - this.isInPictureInPicture(!1); - }), - (e.handleTechError_ = function () { - var e = this.tech_.error(); - this.error(e); - }), - (e.handleTechTextData_ = function () { - this.trigger("textdata", 1 < arguments.length ? arguments[1] : null); - }), - (e.getCache = function () { - return this.cache_; - }), - (e.resetCache_ = function () { - this.cache_ = { - currentTime: 0, - initTime: 0, - inactivityTimeout: this.options_.inactivityTimeout, - duration: NaN, - lastVolume: 1, - lastPlaybackRate: this.defaultPlaybackRate(), - media: null, - src: "", - source: {}, - sources: [], - playbackRates: [], - volume: 1, - }; - }), - (e.techCall_ = function (n, r) { - this.ready(function () { - if (n in Xi) - return ( - (e = this.middleware_), - (t = this.tech_), - (i = r), - t[(t = n)](e.reduce(Yi(t), i)) - ); - if (n in Ki) return Gi(this.middleware_, this.tech_, n, r); - var e, t, i; - try { - this.tech_ && this.tech_[n](r); - } catch (e) { - throw (h(e), e); - } - }, !0); - }), - (e.techGet_ = function (t) { - if (this.tech_ && this.tech_.isReady_) { - if (t in zi) - return ( - (e = this.middleware_), - (i = this.tech_), - (n = t), - e.reduceRight(Yi(n), i[n]()) - ); - if (t in Ki) return Gi(this.middleware_, this.tech_, t); - var e, i, n; - try { - return this.tech_[t](); - } catch (e) { - if (void 0 === this.tech_[t]) - throw ( - (h( - "Video.js: " + - t + - " method not defined for " + - this.techName_ + - " playback technology.", - e, - ), - e) - ); - if ("TypeError" === e.name) - throw ( - (h( - "Video.js: " + - t + - " unavailable on " + - this.techName_ + - " playback technology element.", - e, - ), - (this.tech_.isReady_ = !1), - e) - ); - throw (h(e), e); - } - } - }), - (e.play = function () { - var t = this, - e = this.options_.Promise || window.Promise; - return e - ? new e(function (e) { - t.play_(e); - }) - : this.play_(); - }), - (e.play_ = function (e) { - var t = this; - this.playCallbacks_.push((e = void 0 === e ? Et : e)); - e = Boolean(!this.changingSrc_ && (this.src() || this.currentSrc())); - if ( - (this.waitToPlay_ && - (this.off(["ready", "loadstart"], this.waitToPlay_), - (this.waitToPlay_ = null)), - !this.isReady_ || !e) - ) - return ( - (this.waitToPlay_ = function (e) { - t.play_(); - }), - this.one(["ready", "loadstart"], this.waitToPlay_), - void (e || (!V && !q) || this.load()) - ); - e = this.techGet_("play"); - null === e - ? this.runPlayTerminatedQueue_() - : this.runPlayCallbacks_(e); - }), - (e.runPlayTerminatedQueue_ = function () { - var e = this.playTerminatedQueue_.slice(0); - (this.playTerminatedQueue_ = []), - e.forEach(function (e) { - e(); - }); - }), - (e.runPlayCallbacks_ = function (t) { - var e = this.playCallbacks_.slice(0); - (this.playCallbacks_ = []), - (this.playTerminatedQueue_ = []), - e.forEach(function (e) { - e(t); - }); - }), - (e.pause = function () { - this.techCall_("pause"); - }), - (e.paused = function () { - return !1 !== this.techGet_("paused"); - }), - (e.played = function () { - return this.techGet_("played") || vt(0, 0); - }), - (e.scrubbing = function (e) { - if ("undefined" == typeof e) return this.scrubbing_; - (this.scrubbing_ = !!e), - this.techCall_("setScrubbing", this.scrubbing_), - e - ? this.addClass("vjs-scrubbing") - : this.removeClass("vjs-scrubbing"); - }), - (e.currentTime = function (e) { - return "undefined" != typeof e - ? (e < 0 && (e = 0), - this.isReady_ && - !this.changingSrc_ && - this.tech_ && - this.tech_.isReady_ - ? (this.techCall_("setCurrentTime", e), - void (this.cache_.initTime = 0)) - : ((this.cache_.initTime = e), - this.off("canplay", this.boundApplyInitTime_), - void this.one("canplay", this.boundApplyInitTime_))) - : ((this.cache_.currentTime = this.techGet_("currentTime") || 0), - this.cache_.currentTime); - }), - (e.applyInitTime_ = function () { - this.currentTime(this.cache_.initTime); - }), - (e.duration = function (e) { - if (void 0 === e) - return void 0 !== this.cache_.duration ? this.cache_.duration : NaN; - (e = (e = parseFloat(e)) < 0 ? 1 / 0 : e) !== this.cache_.duration && - ((this.cache_.duration = e) === 1 / 0 - ? this.addClass("vjs-live") - : this.removeClass("vjs-live"), - isNaN(e) || this.trigger("durationchange")); - }), - (e.remainingTime = function () { - return this.duration() - this.currentTime(); - }), - (e.remainingTimeDisplay = function () { - return Math.floor(this.duration()) - Math.floor(this.currentTime()); - }), - (e.buffered = function () { - var e; - return (e = - !(e = this.techGet_("buffered")) || !e.length ? vt(0, 0) : e); - }), - (e.bufferedPercent = function () { - return _t(this.buffered(), this.duration()); - }), - (e.bufferedEnd = function () { - var e = this.buffered(), - t = this.duration(), - e = e.end(e.length - 1); - return (e = t < e ? t : e); - }), - (e.volume = function (e) { - var t; - return void 0 !== e - ? ((t = Math.max(0, Math.min(1, parseFloat(e)))), - (this.cache_.volume = t), - this.techCall_("setVolume", t), - void (0 < t && this.lastVolume_(t))) - : ((t = parseFloat(this.techGet_("volume"))), isNaN(t) ? 1 : t); - }), - (e.muted = function (e) { - if (void 0 === e) return this.techGet_("muted") || !1; - this.techCall_("setMuted", e); - }), - (e.defaultMuted = function (e) { - return void 0 !== e - ? this.techCall_("setDefaultMuted", e) - : this.techGet_("defaultMuted") || !1; - }), - (e.lastVolume_ = function (e) { - if (void 0 === e || 0 === e) return this.cache_.lastVolume; - this.cache_.lastVolume = e; - }), - (e.supportsFullScreen = function () { - return this.techGet_("supportsFullScreen") || !1; - }), - (e.isFullscreen = function (e) { - if (void 0 === e) return this.isFullscreen_; - var t = this.isFullscreen_; - (this.isFullscreen_ = Boolean(e)), - this.isFullscreen_ !== t && - this.fsApi_.prefixed && - this.trigger("fullscreenchange"), - this.toggleFullscreenClass_(); - }), - (e.requestFullscreen = function (s) { - var e = this.options_.Promise || window.Promise; - if (e) { - var o = this; - return new e(function (e, i) { - function n() { - o.off("fullscreenerror", r), o.off("fullscreenchange", t); - } - function t() { - n(), e(); - } - function r(e, t) { - n(), i(t); - } - o.one("fullscreenchange", t), o.one("fullscreenerror", r); - var a = o.requestFullscreenHelper_(s); - a && (a.then(n, n), a.then(e, i)); - }); - } - return this.requestFullscreenHelper_(); - }), - (e.requestFullscreenHelper_ = function (e) { - var t = this; - if ( - (this.fsApi_.prefixed || - ((i = - (this.options_.fullscreen && - this.options_.fullscreen.options) || - {}), - void 0 !== e && (i = e)), - this.fsApi_.requestFullscreen) - ) { - var i = this.el_[this.fsApi_.requestFullscreen](i); - return ( - i && - i.then( - function () { - return t.isFullscreen(!0); - }, - function () { - return t.isFullscreen(!1); - }, - ), - i - ); - } - this.tech_.supportsFullScreen() && - !0 == !this.options_.preferFullWindow - ? this.techCall_("enterFullScreen") - : this.enterFullWindow(); - }), - (e.exitFullscreen = function () { - var e = this.options_.Promise || window.Promise; - if (e) { - var s = this; - return new e(function (e, i) { - function n() { - s.off("fullscreenerror", r), s.off("fullscreenchange", t); - } - function t() { - n(), e(); - } - function r(e, t) { - n(), i(t); - } - s.one("fullscreenchange", t), s.one("fullscreenerror", r); - var a = s.exitFullscreenHelper_(); - a && (a.then(n, n), a.then(e, i)); - }); - } - return this.exitFullscreenHelper_(); - }), - (e.exitFullscreenHelper_ = function () { - var e = this; - if (this.fsApi_.requestFullscreen) { - var t = document[this.fsApi_.exitFullscreen](); - return ( - t && - Et( - t.then(function () { - return e.isFullscreen(!1); - }), - ), - t - ); - } - this.tech_.supportsFullScreen() && - !0 == !this.options_.preferFullWindow - ? this.techCall_("exitFullScreen") - : this.exitFullWindow(); - }), - (e.enterFullWindow = function () { - this.isFullscreen(!0), - (this.isFullWindow = !0), - (this.docOrigOverflow = document.documentElement.style.overflow), - Be(document, "keydown", this.boundFullWindowOnEscKey_), - (document.documentElement.style.overflow = "hidden"), - te(document.body, "vjs-full-window"), - this.trigger("enterFullWindow"); - }), - (e.fullWindowOnEscKey = function (e) { - ht.isEventKey(e, "Esc") && - !0 === this.isFullscreen() && - (this.isFullWindow ? this.exitFullWindow() : this.exitFullscreen()); - }), - (e.exitFullWindow = function () { - this.isFullscreen(!1), - (this.isFullWindow = !1), - Fe(document, "keydown", this.boundFullWindowOnEscKey_), - (document.documentElement.style.overflow = this.docOrigOverflow), - ie(document.body, "vjs-full-window"), - this.trigger("exitFullWindow"); - }), - (e.disablePictureInPicture = function (e) { - if (void 0 === e) return this.techGet_("disablePictureInPicture"); - this.techCall_("setDisablePictureInPicture", e), - (this.options_.disablePictureInPicture = e), - this.trigger("disablepictureinpicturechanged"); - }), - (e.isInPictureInPicture = function (e) { - return void 0 !== e - ? ((this.isInPictureInPicture_ = !!e), - void this.togglePictureInPictureClass_()) - : !!this.isInPictureInPicture_; - }), - (e.requestPictureInPicture = function () { - if ( - "pictureInPictureEnabled" in document && - !1 === this.disablePictureInPicture() - ) - return this.techGet_("requestPictureInPicture"); - }), - (e.exitPictureInPicture = function () { - if ("pictureInPictureEnabled" in document) - return document.exitPictureInPicture(); - }), - (e.handleKeyDown = function (e) { - var t = this.options_.userActions; - t && - t.hotkeys && - ((function (e) { - var t = e.tagName.toLowerCase(); - if (e.isContentEditable) return !0; - if ("input" === t) - return ( - -1 === - [ - "button", - "checkbox", - "hidden", - "radio", - "reset", - "submit", - ].indexOf(e.type) - ); - return -1 !== ["textarea"].indexOf(t); - })(this.el_.ownerDocument.activeElement) || - ("function" == typeof t.hotkeys - ? t.hotkeys.call(this, e) - : this.handleHotkeys(e))); - }), - (e.handleHotkeys = function (e) { - var t = this.options_.userActions - ? this.options_.userActions.hotkeys - : {}, - i = t.fullscreenKey, - n = t.muteKey, - n = - void 0 === n - ? function (e) { - return ht.isEventKey(e, "m"); - } - : n, - t = t.playPauseKey, - t = - void 0 === t - ? function (e) { - return ht.isEventKey(e, "k") || ht.isEventKey(e, "Space"); - } - : t; - (void 0 === i - ? function (e) { - return ht.isEventKey(e, "f"); - } - : i - ).call(this, e) - ? (e.preventDefault(), - e.stopPropagation(), - (i = pt.getComponent("FullscreenToggle")), - !1 !== document[this.fsApi_.fullscreenEnabled] && - i.prototype.handleClick.call(this, e)) - : n.call(this, e) - ? (e.preventDefault(), - e.stopPropagation(), - pt - .getComponent("MuteToggle") - .prototype.handleClick.call(this, e)) - : t.call(this, e) && - (e.preventDefault(), - e.stopPropagation(), - pt - .getComponent("PlayToggle") - .prototype.handleClick.call(this, e)); - }), - (e.canPlayType = function (e) { - for (var t, i = 0, n = this.options_.techOrder; i < n.length; i++) { - var r = n[i], - a = ji.getTech(r); - if ((a = a || pt.getComponent(r))) { - if (a.isSupported() && (t = a.canPlayType(e))) return t; - } else - h.error( - 'The "' + - r + - '" tech is undefined. Skipped browser support check for that tech.', - ); - } - return ""; - }), - (e.selectSource = function (e) { - function t(e, i, n) { - var r; - return ( - e.some(function (t) { - return i.some(function (e) { - if ((r = n(t, e))) return !0; - }); - }), - r - ); - } - var i, - n = this, - r = this.options_.techOrder - .map(function (e) { - return [e, ji.getTech(e)]; - }) - .filter(function (e) { - var t = e[0], - e = e[1]; - return e - ? e.isSupported() - : (h.error( - 'The "' + - t + - '" tech is undefined. Skipped browser support check for that tech.', - ), - !1); - }), - a = function (e, t) { - var i = e[0]; - if (e[1].canPlaySource(t, n.options_[i.toLowerCase()])) - return { source: t, tech: i }; - }, - a = this.options_.sourceOrder - ? t( - e, - r, - ((i = a), - function (e, t) { - return i(t, e); - }), - ) - : t(r, e, a); - return a || !1; - }), - (e.handleSrc_ = function (e, n) { - var r = this; - if ("undefined" == typeof e) return this.cache_.src || ""; - this.resetRetryOnError_ && this.resetRetryOnError_(); - var t, - i, - a = Ji(e); - a.length - ? ((this.changingSrc_ = !0), - n || (this.cache_.sources = a), - this.updateSourceCaches_(a[0]), - Wi(this, a[0], function (e, t) { - var i; - return ( - (r.middleware_ = t), - n || (r.cache_.sources = a), - r.updateSourceCaches_(e), - r.src_(e) - ? 1 < a.length - ? r.handleSrc_(a.slice(1)) - : ((r.changingSrc_ = !1), - r.setTimeout(function () { - this.error({ - code: 4, - message: this.options_.notSupportedMessage, - }); - }, 0), - void r.triggerReady()) - : ((t = t), - (i = r.tech_), - void t.forEach(function (e) { - return e.setTech && e.setTech(i); - })) - ); - }), - this.options_.retryOnError && - 1 < a.length && - ((i = function () { - r.off("error", t); - }), - this.one( - "error", - (t = function () { - r.error(null), r.handleSrc_(a.slice(1), !0); - }), - ), - this.one("playing", i), - (this.resetRetryOnError_ = function () { - r.off("error", t), r.off("playing", i); - }))) - : this.setTimeout(function () { - this.error({ - code: 4, - message: this.options_.notSupportedMessage, - }); - }, 0); - }), - (e.src = function (e) { - return this.handleSrc_(e, !1); - }), - (e.src_ = function (e) { - var t, - i, - n = this, - r = this.selectSource([e]); - return ( - !r || - ((t = r.tech), - (i = this.techName_), - ut(t) !== ut(i) - ? ((this.changingSrc_ = !0), - this.loadTech_(r.tech, r.source), - this.tech_.ready(function () { - n.changingSrc_ = !1; - })) - : this.ready(function () { - this.tech_.constructor.prototype.hasOwnProperty("setSource") - ? this.techCall_("setSource", e) - : this.techCall_("src", e.src), - (this.changingSrc_ = !1); - }, !0), - !1) - ); - }), - (e.load = function () { - this.techCall_("load"); - }), - (e.reset = function () { - var e = this, - t = this.options_.Promise || window.Promise; - this.paused() || !t - ? this.doReset_() - : Et( - this.play().then(function () { - return e.doReset_(); - }), - ); - }), - (e.doReset_ = function () { - this.tech_ && this.tech_.clearTracks("text"), - this.resetCache_(), - this.poster(""), - this.loadTech_(this.options_.techOrder[0], null), - this.techCall_("reset"), - this.resetControlBarUI_(), - it(this) && this.trigger("playerreset"); - }), - (e.resetControlBarUI_ = function () { - this.resetProgressBar_(), - this.resetPlaybackRate_(), - this.resetVolumeBar_(); - }), - (e.resetProgressBar_ = function () { - this.currentTime(0); - var e = this.controlBar || {}, - t = e.durationDisplay, - e = e.remainingTimeDisplay; - t && t.updateContent(), e && e.updateContent(); - }), - (e.resetPlaybackRate_ = function () { - this.playbackRate(this.defaultPlaybackRate()), - this.handleTechRateChange_(); - }), - (e.resetVolumeBar_ = function () { - this.volume(1), this.trigger("volumechange"); - }), - (e.currentSources = function () { - var e = this.currentSource(), - t = []; - return ( - 0 !== Object.keys(e).length && t.push(e), this.cache_.sources || t - ); - }), - (e.currentSource = function () { - return this.cache_.source || {}; - }), - (e.currentSrc = function () { - return (this.currentSource() && this.currentSource().src) || ""; - }), - (e.currentType = function () { - return (this.currentSource() && this.currentSource().type) || ""; - }), - (e.preload = function (e) { - return void 0 !== e - ? (this.techCall_("setPreload", e), - void (this.options_.preload = e)) - : this.techGet_("preload"); - }), - (e.autoplay = function (e) { - if (void 0 === e) return this.options_.autoplay || !1; - var t; - ("string" == typeof e && /(any|play|muted)/.test(e)) || - (!0 === e && this.options_.normalizeAutoplay) - ? ((this.options_.autoplay = e), - this.manualAutoplay_("string" == typeof e ? e : "play"), - (t = !1)) - : (this.options_.autoplay = !!e), - (t = "undefined" == typeof t ? this.options_.autoplay : t), - this.tech_ && this.techCall_("setAutoplay", t); - }), - (e.playsinline = function (e) { - return void 0 !== e - ? (this.techCall_("setPlaysinline", e), - (this.options_.playsinline = e), - this) - : this.techGet_("playsinline"); - }), - (e.loop = function (e) { - return void 0 !== e - ? (this.techCall_("setLoop", e), void (this.options_.loop = e)) - : this.techGet_("loop"); - }), - (e.poster = function (e) { - if (void 0 === e) return this.poster_; - (e = e || "") !== this.poster_ && - ((this.poster_ = e), - this.techCall_("setPoster", e), - (this.isPosterFromTech_ = !1), - this.trigger("posterchange")); - }), - (e.handleTechPosterChange_ = function () { - var e; - (this.poster_ && !this.options_.techCanOverridePoster) || - !this.tech_ || - !this.tech_.poster || - ((e = this.tech_.poster() || "") !== this.poster_ && - ((this.poster_ = e), - (this.isPosterFromTech_ = !0), - this.trigger("posterchange"))); - }), - (e.controls = function (e) { - if (void 0 === e) return !!this.controls_; - this.controls_ !== (e = !!e) && - ((this.controls_ = e), - this.usingNativeControls() && this.techCall_("setControls", e), - this.controls_ - ? (this.removeClass("vjs-controls-disabled"), - this.addClass("vjs-controls-enabled"), - this.trigger("controlsenabled"), - this.usingNativeControls() || this.addTechControlsListeners_()) - : (this.removeClass("vjs-controls-enabled"), - this.addClass("vjs-controls-disabled"), - this.trigger("controlsdisabled"), - this.usingNativeControls() || - this.removeTechControlsListeners_())); - }), - (e.usingNativeControls = function (e) { - if (void 0 === e) return !!this.usingNativeControls_; - this.usingNativeControls_ !== (e = !!e) && - ((this.usingNativeControls_ = e), - this.usingNativeControls_ - ? (this.addClass("vjs-using-native-controls"), - this.trigger("usingnativecontrols")) - : (this.removeClass("vjs-using-native-controls"), - this.trigger("usingcustomcontrols"))); - }), - (e.error = function (t) { - var i = this; - if (void 0 === t) return this.error_ || null; - if ( - (a("beforeerror").forEach(function (e) { - e = e(i, t); - (T(e) && !Array.isArray(e)) || - "string" == typeof e || - "number" == typeof e || - null === e - ? (t = e) - : i.log.error( - "please return a value that MediaError expects in beforeerror hooks", - ); - }), - this.options_.suppressNotSupportedError && t && 4 === t.code) - ) { - var e = function () { - this.error(t); - }; - return ( - (this.options_.suppressNotSupportedError = !1), - this.any(["click", "touchstart"], e), - void this.one("loadstart", function () { - this.off(["click", "touchstart"], e); - }) - ); - } - if (null === t) - return ( - (this.error_ = t), - this.removeClass("vjs-error"), - void (this.errorDisplay && this.errorDisplay.close()) - ); - (this.error_ = new bt(t)), - this.addClass("vjs-error"), - h.error( - "(CODE:" + - this.error_.code + - " " + - bt.errorTypes[this.error_.code] + - ")", - this.error_.message, - this.error_, - ), - this.trigger("error"), - a("error").forEach(function (e) { - return e(i, i.error_); - }); - }), - (e.reportUserActivity = function (e) { - this.userActivity_ = !0; - }), - (e.userActive = function (e) { - if (void 0 === e) return this.userActive_; - if ((e = !!e) !== this.userActive_) { - if (((this.userActive_ = e), this.userActive_)) - return ( - (this.userActivity_ = !0), - this.removeClass("vjs-user-inactive"), - this.addClass("vjs-user-active"), - void this.trigger("useractive") - ); - this.tech_ && - this.tech_.one("mousemove", function (e) { - e.stopPropagation(), e.preventDefault(); - }), - (this.userActivity_ = !1), - this.removeClass("vjs-user-active"), - this.addClass("vjs-user-inactive"), - this.trigger("userinactive"); - } - }), - (e.listenForUserActivity_ = function () { - var t, - i, - n, - r = Ve(this, this.reportUserActivity), - e = function (e) { - r(), this.clearInterval(t); - }; - this.on("mousedown", function () { - r(), this.clearInterval(t), (t = this.setInterval(r, 250)); - }), - this.on("mousemove", function (e) { - (e.screenX === i && e.screenY === n) || - ((i = e.screenX), (n = e.screenY), r()); - }), - this.on("mouseup", e), - this.on("mouseleave", e); - var a, - e = this.getChild("controlBar"); - !e || - q || - A || - (e.on("mouseenter", function (e) { - 0 !== this.player().options_.inactivityTimeout && - (this.player().cache_.inactivityTimeout = - this.player().options_.inactivityTimeout), - (this.player().options_.inactivityTimeout = 0); - }), - e.on("mouseleave", function (e) { - this.player().options_.inactivityTimeout = - this.player().cache_.inactivityTimeout; - })), - this.on("keydown", r), - this.on("keyup", r), - this.setInterval(function () { - var e; - this.userActivity_ && - ((this.userActivity_ = !1), - this.userActive(!0), - this.clearTimeout(a), - (e = this.options_.inactivityTimeout) <= 0 || - (a = this.setTimeout(function () { - this.userActivity_ || this.userActive(!1); - }, e))); - }, 250); - }), - (e.playbackRate = function (e) { - if (void 0 === e) - return this.tech_ && this.tech_.featuresPlaybackRate - ? this.cache_.lastPlaybackRate || this.techGet_("playbackRate") - : 1; - this.techCall_("setPlaybackRate", e); - }), - (e.defaultPlaybackRate = function (e) { - return void 0 !== e - ? this.techCall_("setDefaultPlaybackRate", e) - : this.tech_ && this.tech_.featuresPlaybackRate - ? this.techGet_("defaultPlaybackRate") - : 1; - }), - (e.isAudio = function (e) { - if (void 0 === e) return !!this.isAudio_; - this.isAudio_ = !!e; - }), - (e.enableAudioOnlyUI_ = function () { - var t = this; - this.addClass("vjs-audio-only-mode"); - var e = this.children(), - i = this.getChild("ControlBar"), - n = i && i.currentHeight(); - e.forEach(function (e) { - e !== i && - e.el_ && - !e.hasClass("vjs-hidden") && - (e.hide(), t.audioOnlyCache_.hiddenChildren.push(e)); - }), - (this.audioOnlyCache_.playerHeight = this.currentHeight()), - this.height(n), - this.trigger("audioonlymodechange"); - }), - (e.disableAudioOnlyUI_ = function () { - this.removeClass("vjs-audio-only-mode"), - this.audioOnlyCache_.hiddenChildren.forEach(function (e) { - return e.show(); - }), - this.height(this.audioOnlyCache_.playerHeight), - this.trigger("audioonlymodechange"); - }), - (e.audioOnlyMode = function (e) { - var t = this; - if ("boolean" != typeof e || e === this.audioOnlyMode_) - return this.audioOnlyMode_; - this.audioOnlyMode_ = e; - var i = this.options_.Promise || window.Promise; - if (i) { - if (e) { - var n = []; - return ( - this.isInPictureInPicture() && - n.push(this.exitPictureInPicture()), - this.isFullscreen() && n.push(this.exitFullscreen()), - this.audioPosterMode() && n.push(this.audioPosterMode(!1)), - i.all(n).then(function () { - return t.enableAudioOnlyUI_(); - }) - ); - } - return i.resolve().then(function () { - return t.disableAudioOnlyUI_(); - }); - } - e - ? (this.isInPictureInPicture() && this.exitPictureInPicture(), - this.isFullscreen() && this.exitFullscreen(), - this.enableAudioOnlyUI_()) - : this.disableAudioOnlyUI_(); - }), - (e.enablePosterModeUI_ = function () { - (this.tech_ && this.tech_).hide(), - this.addClass("vjs-audio-poster-mode"), - this.trigger("audiopostermodechange"); - }), - (e.disablePosterModeUI_ = function () { - (this.tech_ && this.tech_).show(), - this.removeClass("vjs-audio-poster-mode"), - this.trigger("audiopostermodechange"); - }), - (e.audioPosterMode = function (e) { - var t = this; - if ("boolean" != typeof e || e === this.audioPosterMode_) - return this.audioPosterMode_; - this.audioPosterMode_ = e; - var i = this.options_.Promise || window.Promise; - return i - ? e - ? (this.audioOnlyMode() - ? this.audioOnlyMode(!1) - : i.resolve() - ).then(function () { - t.enablePosterModeUI_(); - }) - : i.resolve().then(function () { - t.disablePosterModeUI_(); - }) - : e - ? (this.audioOnlyMode() && this.audioOnlyMode(!1), - void this.enablePosterModeUI_()) - : void this.disablePosterModeUI_(); - }), - (e.addTextTrack = function (e, t, i) { - if (this.tech_) return this.tech_.addTextTrack(e, t, i); - }), - (e.addRemoteTextTrack = function (e, t) { - if (this.tech_) return this.tech_.addRemoteTextTrack(e, t); - }), - (e.removeRemoteTextTrack = function (e) { - var t = (t = (e = void 0 === e ? {} : e).track) || e; - if (this.tech_) return this.tech_.removeRemoteTextTrack(t); - }), - (e.getVideoPlaybackQuality = function () { - return this.techGet_("getVideoPlaybackQuality"); - }), - (e.videoWidth = function () { - return ( - (this.tech_ && this.tech_.videoWidth && this.tech_.videoWidth()) || - 0 - ); - }), - (e.videoHeight = function () { - return ( - (this.tech_ && - this.tech_.videoHeight && - this.tech_.videoHeight()) || - 0 - ); - }), - (e.language = function (e) { - if (void 0 === e) return this.language_; - this.language_ !== String(e).toLowerCase() && - ((this.language_ = String(e).toLowerCase()), - it(this) && this.trigger("languagechange")); - }), - (e.languages = function () { - return lt(o.prototype.options_.languages, this.languages_); - }), - (e.toJSON = function () { - var e = lt(this.options_), - t = e.tracks; - e.tracks = []; - for (var i = 0; i < t.length; i++) { - var n = t[i]; - ((n = lt(n)).player = void 0), (e.tracks[i] = n); - } - return e; - }), - (e.createModal = function (e, t) { - var i = this; - (t = t || {}).content = e || ""; - var n = new At(this, t); - return ( - this.addChild(n), - n.on("dispose", function () { - i.removeChild(n); - }), - n.open(), - n - ); - }), - (e.updateCurrentBreakpoint_ = function () { - if (this.responsive()) - for ( - var e = this.currentBreakpoint(), t = this.currentWidth(), i = 0; - i < Nn.length; - i++ - ) { - var n = Nn[i]; - if (t <= this.breakpoints_[n]) { - if (e === n) return; - e && this.removeClass(Un[e]), - this.addClass(Un[n]), - (this.breakpoint_ = n); - break; - } - } - }), - (e.removeCurrentBreakpoint_ = function () { - var e = this.currentBreakpointClass(); - (this.breakpoint_ = ""), e && this.removeClass(e); - }), - (e.breakpoints = function (e) { - return ( - void 0 === e || - ((this.breakpoint_ = ""), - (this.breakpoints_ = b({}, Bn, e)), - this.updateCurrentBreakpoint_()), - b(this.breakpoints_) - ); - }), - (e.responsive = function (e) { - return void 0 === e - ? this.responsive_ - : (e = Boolean(e)) !== this.responsive_ - ? ((this.responsive_ = e) - ? (this.on( - "playerresize", - this.boundUpdateCurrentBreakpoint_, - ), - this.updateCurrentBreakpoint_()) - : (this.off( - "playerresize", - this.boundUpdateCurrentBreakpoint_, - ), - this.removeCurrentBreakpoint_()), - e) - : void 0; - }), - (e.currentBreakpoint = function () { - return this.breakpoint_; - }), - (e.currentBreakpointClass = function () { - return Un[this.breakpoint_] || ""; - }), - (e.loadMedia = function (e, t) { - var i, - n, - r, - a = this; - e && - "object" == typeof e && - (this.reset(), - (this.cache_.media = lt(e)), - (i = (r = this.cache_.media).artwork), - (n = r.poster), - (e = r.src), - (r = r.textTracks), - !i && n && (this.cache_.media.artwork = [{ src: n, type: $i(n) }]), - e && this.src(e), - n && this.poster(n), - Array.isArray(r) && - r.forEach(function (e) { - return a.addRemoteTextTrack(e, !1); - }), - this.ready(t)); - }), - (e.getMedia = function () { - if (this.cache_.media) return lt(this.cache_.media); - var e = this.poster(), - t = { - src: this.currentSources(), - textTracks: Array.prototype.map.call( - this.remoteTextTracks(), - function (e) { - return { - kind: e.kind, - label: e.label, - language: e.language, - src: e.src, - }; - }, - ), - }; - return ( - e && - ((t.poster = e), - (t.artwork = [{ src: t.poster, type: $i(t.poster) }])), - t - ); - }), - (o.getTagSettings = function (e) { - var t, - i = { sources: [], tracks: [] }, - n = ae(e), - r = n["data-setup"]; - if ( - (ee(e, "vjs-fill") && (n.fill = !0), - ee(e, "vjs-fluid") && (n.fluid = !0), - null !== r && - ((r = (t = St(r || "{}"))[0]), - (t = t[1]), - r && h.error(r), - b(n, t)), - b(i, n), - e.hasChildNodes()) - ) - for (var a = e.childNodes, s = 0, o = a.length; s < o; s++) { - var u = a[s], - l = u.nodeName.toLowerCase(); - "source" === l - ? i.sources.push(ae(u)) - : "track" === l && i.tracks.push(ae(u)); - } - return i; - }), - (e.flexNotSupported_ = function () { - var e = document.createElement("i"); - return !( - "flexBasis" in e.style || - "webkitFlexBasis" in e.style || - "mozFlexBasis" in e.style || - "msFlexBasis" in e.style || - "msFlexOrder" in e.style - ); - }), - (e.debug = function (e) { - if (void 0 === e) return this.debugEnabled_; - e - ? (this.trigger("debugon"), - (this.previousLogLevel_ = this.log.level), - this.log.level("debug"), - (this.debugEnabled_ = !0)) - : (this.trigger("debugoff"), - this.log.level(this.previousLogLevel_), - (this.previousLogLevel_ = void 0), - (this.debugEnabled_ = !1)); - }), - (e.playbackRates = function (e) { - if (void 0 === e) return this.cache_.playbackRates; - Array.isArray(e) && - e.every(function (e) { - return "number" == typeof e; - }) && - ((this.cache_.playbackRates = e), - this.trigger("playbackrateschange")); - }), - o - ); - })(pt); - oi.names.forEach(function (e) { - var t = oi[e]; - Fn.prototype[t.getterName] = function () { - return this.tech_ - ? this.tech_[t.getterName]() - : ((this[t.privateName] = this[t.privateName] || new t.ListClass()), - this[t.privateName]); - }; - }), - (Fn.prototype.crossorigin = Fn.prototype.crossOrigin), - (Fn.players = {}); - k = window.navigator; - (Fn.prototype.options_ = { - techOrder: ji.defaultTechOrder_, - html5: {}, - inactivityTimeout: 2e3, - playbackRates: [], - liveui: !1, - children: [ - "mediaLoader", - "posterImage", - "textTrackDisplay", - "loadingSpinner", - "bigPlayButton", - "liveTracker", - "controlBar", - "errorDisplay", - "textTrackSettings", - "resizeManager", - ], - language: - (k && - ((k.languages && k.languages[0]) || k.userLanguage || k.language)) || - "en", - languages: {}, - notSupportedMessage: "No compatible source was found for this media.", - normalizeAutoplay: !1, - fullscreen: { options: { navigationUI: "hide" } }, - breakpoints: {}, - responsive: !1, - audioOnlyMode: !1, - audioPosterMode: !1, - }), - ["ended", "seeking", "seekable", "networkState", "readyState"].forEach( - function (e) { - Fn.prototype[e] = function () { - return this.techGet_(e); - }; - }, - ), - Mn.forEach(function (e) { - Fn.prototype["handleTech" + ut(e) + "_"] = function () { - return this.trigger(e); - }; - }), - pt.registerComponent("Player", Fn); - var jn = m(function (i) { - function n(e, t) { - return ( - (i.exports = n = - Object.setPrototypeOf || - function (e, t) { - return (e.__proto__ = t), e; - }), - n(e, t) - ); - } - i.exports = n; - }); - function Hn(e) { - return Qn.hasOwnProperty(e); - } - function qn(e) { - return Hn(e) ? Qn[e] : void 0; - } - function Vn(e, t, i) { - (i = (i ? "before" : "") + "pluginsetup"), - e.trigger(i, t), - e.trigger(i + ":" + t.name, t); - } - function Wn(t, i) { - function n() { - Vn(this, { name: t, plugin: i, instance: null }, !0); - var e = i.apply(this, arguments); - return $n(this, t), Vn(this, { name: t, plugin: i, instance: e }), e; - } - return ( - Object.keys(i).forEach(function (e) { - n[e] = i[e]; - }), - n - ); - } - function Gn(r, a) { - return ( - (a.prototype.name = r), - function () { - Vn(this, { name: r, plugin: a, instance: null }, !0); - for (var e = arguments.length, t = new Array(e), i = 0; i < e; i++) - t[i] = arguments[i]; - var n = Xn(a, [this].concat(t)); - return ( - (this[r] = function () { - return n; - }), - Vn(this, n.getEventHash()), - n - ); - } - ); - } - var zn = function () { - if ("undefined" == typeof Reflect || !Reflect.construct) return !1; - if (Reflect.construct.sham) return !1; - if ("function" == typeof Proxy) return !0; - try { - return ( - Date.prototype.toString.call( - Reflect.construct(Date, [], function () {}), - ), - !0 - ); - } catch (e) { - return !1; - } - }, - Xn = m(function (n) { - function r(e, t, i) { - return ( - zn() - ? (n.exports = r = Reflect.construct) - : (n.exports = r = - function (e, t, i) { - var n = [null]; - n.push.apply(n, t); - n = new (Function.bind.apply(e, n))(); - return i && jn(n, i.prototype), n; - }), - r.apply(null, arguments) - ); - } - n.exports = r; - }), - Kn = "plugin", - Yn = "activePlugins_", - Qn = {}, - $n = function (e, t) { - (e[Yn] = e[Yn] || {}), (e[Yn][t] = !0); - }, - Jn = (function () { - function i(e) { - if (this.constructor === i) - throw new Error( - "Plugin must be sub-classed; not directly instantiated.", - ); - (this.player = e), - this.log || (this.log = this.player.log.createLogger(this.name)), - rt(this), - delete this.trigger, - st(this, this.constructor.defaultState), - $n(e, this.name), - (this.dispose = this.dispose.bind(this)), - e.on("dispose", this.dispose); - } - var e = i.prototype; - return ( - (e.version = function () { - return this.constructor.VERSION; - }), - (e.getEventHash = function (e) { - return ( - ((e = void 0 === e ? {} : e).name = this.name), - (e.plugin = this.constructor), - (e.instance = this), - e - ); - }), - (e.trigger = function (e, t) { - return je( - this.eventBusEl_, - e, - this.getEventHash((t = void 0 === t ? {} : t)), - ); - }), - (e.handleStateChanged = function (e) {}), - (e.dispose = function () { - var e = this.name, - t = this.player; - this.trigger("dispose"), - this.off(), - t.off("dispose", this.dispose), - (t[Yn][e] = !1), - (this.player = this.state = null), - (t[e] = Gn(e, Qn[e])); - }), - (i.isBasic = function (e) { - e = "string" == typeof e ? qn(e) : e; - return ( - "function" == typeof e && !i.prototype.isPrototypeOf(e.prototype) - ); - }), - (i.registerPlugin = function (e, t) { - if ("string" != typeof e) - throw new Error( - 'Illegal plugin name, "' + - e + - '", must be a string, was ' + - typeof e + - ".", - ); - if (Hn(e)) - h.warn( - 'A plugin named "' + - e + - '" already exists. You may want to avoid re-registering plugins!', - ); - else if (Fn.prototype.hasOwnProperty(e)) - throw new Error( - 'Illegal plugin name, "' + - e + - '", cannot share a name with an existing player method!', - ); - if ("function" != typeof t) - throw new Error( - 'Illegal plugin for "' + - e + - '", must be a function, was ' + - typeof t + - ".", - ); - return ( - (Qn[e] = t), - e !== Kn && - (i.isBasic(t) - ? (Fn.prototype[e] = Wn(e, t)) - : (Fn.prototype[e] = Gn(e, t))), - t - ); - }), - (i.deregisterPlugin = function (e) { - if (e === Kn) throw new Error("Cannot de-register base plugin."); - Hn(e) && (delete Qn[e], delete Fn.prototype[e]); - }), - (i.getPlugins = function (e) { - var i; - return ( - (e = void 0 === e ? Object.keys(Qn) : e).forEach(function (e) { - var t = qn(e); - t && ((i = i || {})[e] = t); - }), - i - ); - }), - (i.getPluginVersion = function (e) { - e = qn(e); - return (e && e.VERSION) || ""; - }), - i - ); - })(); - (Jn.getPlugin = qn), - (Jn.BASE_PLUGIN_NAME = Kn), - Jn.registerPlugin(Kn, Jn), - (Fn.prototype.usingPlugin = function (e) { - return !!this[Yn] && !0 === this[Yn][e]; - }), - (Fn.prototype.hasPlugin = function (e) { - return !!Hn(e); - }); - var Zn = function (e, t) { - if ("function" != typeof t && null !== t) - throw new TypeError( - "Super expression must either be null or a function", - ); - (e.prototype = Object.create(t && t.prototype, { - constructor: { value: e, writable: !0, configurable: !0 }, - })), - t && jn(e, t); - }, - er = function (e) { - return 0 === e.indexOf("#") ? e.slice(1) : e; - }; - function tr(e, t, i) { - if ((r = tr.getPlayer(e))) - return ( - t && - h.warn( - 'Player "' + - e + - '" is already initialised. Options will not be applied.', - ), - i && r.ready(i), - r - ); - var n = "string" == typeof e ? Te("#" + er(e)) : e; - if (!K(n)) - throw new TypeError("The element or ID supplied is not valid. (videojs)"); - (n.ownerDocument.defaultView && n.ownerDocument.body.contains(n)) || - h.warn("The element supplied is not included in the DOM"), - !0 === (t = t || {}).restoreEl && - (t.restoreEl = ( - n.parentNode && n.parentNode.hasAttribute("data-vjs-player") - ? n.parentNode - : n - ).cloneNode(!0)), - a("beforesetup").forEach(function (e) { - e = e(n, lt(t)); - T(e) && !Array.isArray(e) - ? (t = lt(t, e)) - : h.error("please return an object in beforesetup hooks"); - }); - var r = new (pt.getComponent("Player"))(n, t, i); - return ( - a("setup").forEach(function (e) { - return e(r); - }), - r - ); - } - (tr.hooks_ = i), - (tr.hooks = a), - (tr.hook = function (e, t) { - a(e, t); - }), - (tr.hookOnce = function (i, e) { - a( - i, - [].concat(e).map(function (t) { - return function e() { - return n(i, e), t.apply(void 0, arguments); - }; - }), - ); - }), - (tr.removeHook = n), - !0 !== window.VIDEOJS_NO_DYNAMIC_STYLE && - X() && - ((ar = Te(".vjs-styles-defaults")) || - ((ar = xe("vjs-styles-defaults")), - (k = Te("head")) && k.insertBefore(ar, k.firstChild), - Ae( - ar, - "\n .video-js {\n width: 300px;\n height: 150px;\n }\n\n .vjs-fluid:not(.vjs-audio-only-mode) {\n padding-top: 56.25%\n }\n ", - ))), - Ce(1, tr), - (tr.VERSION = u), - (tr.options = Fn.prototype.options_), - (tr.getPlayers = function () { - return Fn.players; - }), - (tr.getPlayer = function (e) { - var t = Fn.players; - if ("string" == typeof e) { - var i = er(e), - n = t[i]; - if (n) return n; - i = Te("#" + i); - } else i = e; - if (K(i)) { - (e = i.player), (i = i.playerId); - if (e || t[i]) return e || t[i]; - } - }), - (tr.getAllPlayers = function () { - return Object.keys(Fn.players) - .map(function (e) { - return Fn.players[e]; - }) - .filter(Boolean); - }), - (tr.players = Fn.players), - (tr.getComponent = pt.getComponent), - (tr.registerComponent = function (e, t) { - ji.isTech(t) && - h.warn( - "The " + - e + - " tech was registered as a component. It should instead be registered using videojs.registerTech(name, tech)", - ), - pt.registerComponent.call(pt, e, t); - }), - (tr.getTech = ji.getTech), - (tr.registerTech = ji.registerTech), - (tr.use = function (e, t) { - (Hi[e] = Hi[e] || []), Hi[e].push(t); - }), - Object.defineProperty(tr, "middleware", { - value: {}, - writeable: !1, - enumerable: !0, - }), - Object.defineProperty(tr.middleware, "TERMINATOR", { - value: Vi, - writeable: !1, - enumerable: !0, - }), - (tr.browser = W), - (tr.TOUCH_ENABLED = F), - (tr.extend = function (e, t) { - var i, - n = function () { - e.apply(this, arguments); - }, - r = {}; - for (i in ("object" == typeof (t = void 0 === t ? {} : t) - ? 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(((a = { - type: "tag", - tagType: "part", - }).attributes = lr(r[1])), - ["DURATION"].forEach( - function (e) { - a.attributes.hasOwnProperty( - e, - ) && - (a.attributes[e] = - parseFloat( - a.attributes[e], - )); - }, - ), - ["INDEPENDENT", "GAP"].forEach( - function (e) { - a.attributes.hasOwnProperty( - e, - ) && - (a.attributes[e] = - /YES/.test( - a.attributes[e], - )); - }, - ), - a.attributes.hasOwnProperty( - "BYTERANGE", - ) && - (a.attributes.byterange = ur( - a.attributes.BYTERANGE, - )), - void s.trigger("data", a)) - : (r = - /^#EXT-X-SERVER-CONTROL:(.*)$/.exec( - e, - )) && r[1] - ? (((a = { - type: "tag", - tagType: "server-control", - }).attributes = lr(r[1])), - [ - "CAN-SKIP-UNTIL", - "PART-HOLD-BACK", - "HOLD-BACK", - ].forEach(function (e) { - a.attributes.hasOwnProperty( - e, - ) && - (a.attributes[e] = - parseFloat( - a.attributes[e], - )); - }), - [ - "CAN-SKIP-DATERANGES", - "CAN-BLOCK-RELOAD", - ].forEach(function (e) { - a.attributes.hasOwnProperty( - e, - ) && - (a.attributes[e] = - /YES/.test( - a.attributes[e], - )); - }), - void s.trigger("data", a)) - : (r = - /^#EXT-X-PART-INF:(.*)$/.exec( - e, - )) && r[1] - ? (((a = { - type: "tag", - tagType: "part-inf", - }).attributes = lr(r[1])), - ["PART-TARGET"].forEach( - function (e) { - a.attributes.hasOwnProperty( - e, - ) && - (a.attributes[e] = - parseFloat( - a.attributes[e], - )); - }, - ), - void s.trigger("data", a)) - : (r = - /^#EXT-X-PRELOAD-HINT:(.*)$/.exec( - e, - )) && r[1] - ? (((a = { - type: "tag", - tagType: "preload-hint", - }).attributes = lr(r[1])), - [ - "BYTERANGE-START", - "BYTERANGE-LENGTH", - ].forEach(function (e) { - var t; - a.attributes.hasOwnProperty( - e, - ) && - ((a.attributes[e] = - parseInt( - a.attributes[e], - 10, - )), - (t = - "BYTERANGE-LENGTH" === - e - ? "length" - : "offset"), - (a.attributes.byterange = - a.attributes - .byterange || {}), - (a.attributes.byterange[ - t - ] = a.attributes[e]), - delete a.attributes[e]); - }), - void s.trigger("data", a)) - : (r = - /^#EXT-X-RENDITION-REPORT:(.*)$/.exec( - e, - )) && r[1] - ? (((a = { - type: "tag", - tagType: - "rendition-report", - }).attributes = lr(r[1])), - [ - "LAST-MSN", - "LAST-PART", - ].forEach(function (e) { - a.attributes.hasOwnProperty( - e, - ) && - (a.attributes[e] = - parseInt( - a.attributes[e], - 10, - )); - }), - void s.trigger("data", a)) - : void s.trigger("data", { - type: "tag", - data: e.slice(4), - }); - s.trigger("data", { - type: "tag", - tagType: "discontinuity", - }); - } - } - else - s.trigger("data", { type: "comment", text: e.slice(1) }); - }) - : this.trigger("data", { type: "uri", uri: i })); - }), - (i.addParser = function (e) { - var t = this, - i = e.expression, - n = e.customType, - r = e.dataParser, - a = e.segment; - "function" != typeof r && - (r = function (e) { - return e; - }), - this.customParsers.push(function (e) { - if (i.exec(e)) - return ( - t.trigger("data", { - type: "custom", - data: r(e), - customType: n, - segment: a, - }), - !0 - ); - }); - }), - (i.addTagMapper = function (e) { - var t = e.expression, - i = e.map; - this.tagMappers.push(function (e) { - return t.test(e) ? i(e) : e; - }); - }), - e - ); - })(ar), - Ir = (function (t) { - function e() { - var e = t.call(this) || this; - (e.lineStream = new Er()), - (e.parseStream = new Cr()), - e.lineStream.pipe(e.parseStream); - var n, - r, - a = ft(e), - o = [], - u = {}, - l = !1, - c = { AUDIO: {}, VIDEO: {}, "CLOSED-CAPTIONS": {}, SUBTITLES: {} }, - d = 0; - e.manifest = { allowCache: !0, discontinuityStarts: [], segments: [] }; - var h = 0, - p = 0; - return ( - e.on("end", function () { - u.uri || - (!u.parts && !u.preloadHints) || - (!u.map && n && (u.map = n), - !u.key && r && (u.key = r), - u.timeline || "number" != typeof d || (u.timeline = d), - (e.manifest.preloadSegment = u)); - }), - e.parseStream.on("data", function (s) { - var t, i; - ({ - tag: function () { - ( - ({ - version: function () { - s.version && (this.manifest.version = s.version); - }, - "allow-cache": function () { - (this.manifest.allowCache = s.allowed), - "allowed" in s || - (this.trigger("info", { - message: "defaulting allowCache to YES", - }), - (this.manifest.allowCache = !0)); - }, - byterange: function () { - var e = {}; - "length" in s && - (((u.byterange = e).length = s.length), - "offset" in s || (s.offset = h)), - "offset" in s && ((u.byterange = e).offset = s.offset), - (h = e.offset + e.length); - }, - endlist: function () { - this.manifest.endList = !0; - }, - inf: function () { - "mediaSequence" in this.manifest || - ((this.manifest.mediaSequence = 0), - this.trigger("info", { - message: "defaulting media sequence to zero", - })), - "discontinuitySequence" in this.manifest || - ((this.manifest.discontinuitySequence = 0), - this.trigger("info", { - message: - "defaulting discontinuity sequence to zero", - })), - 0 < s.duration && (u.duration = s.duration), - 0 === s.duration && - ((u.duration = 0.01), - this.trigger("info", { - message: - "updating zero segment duration to a small value", - })), - (this.manifest.segments = o); - }, - key: function () { - if (s.attributes) - if ("NONE" !== s.attributes.METHOD) - if (s.attributes.URI) { - if ( - "com.apple.streamingkeydelivery" === - s.attributes.KEYFORMAT - ) - return ( - (this.manifest.contentProtection = - this.manifest.contentProtection || {}), - void (this.manifest.contentProtection[ - "com.apple.fps.1_0" - ] = { attributes: s.attributes }) - ); - if ( - "com.microsoft.playready" === - s.attributes.KEYFORMAT - ) - return ( - (this.manifest.contentProtection = - this.manifest.contentProtection || {}), - void (this.manifest.contentProtection[ - "com.microsoft.playready" - ] = { uri: s.attributes.URI }) - ); - if ( - "urn:uuid:edef8ba9-79d6-4ace-a3c8-27dcd51d21ed" === - s.attributes.KEYFORMAT - ) - return -1 === - [ - "SAMPLE-AES", - "SAMPLE-AES-CTR", - "SAMPLE-AES-CENC", - ].indexOf(s.attributes.METHOD) - ? void this.trigger("warn", { - message: - "invalid key method provided for Widevine", - }) - : ("SAMPLE-AES-CENC" === s.attributes.METHOD && - this.trigger("warn", { - message: - "SAMPLE-AES-CENC is deprecated, please use SAMPLE-AES-CTR instead", - }), - "data:text/plain;base64," !== - s.attributes.URI.substring(0, 23) - ? void this.trigger("warn", { - message: - "invalid key URI provided for Widevine", - }) - : s.attributes.KEYID && - "0x" === - s.attributes.KEYID.substring(0, 2) - ? ((this.manifest.contentProtection = - this.manifest.contentProtection || - {}), - void (this.manifest.contentProtection[ - "com.widevine.alpha" - ] = { - attributes: { - schemeIdUri: s.attributes.KEYFORMAT, - keyId: - s.attributes.KEYID.substring(2), - }, - pssh: or( - s.attributes.URI.split(",")[1], - ), - })) - : void this.trigger("warn", { - message: - "invalid key ID provided for Widevine", - })); - s.attributes.METHOD || - this.trigger("warn", { - message: "defaulting key method to AES-128", - }), - (r = { - method: s.attributes.METHOD || "AES-128", - uri: s.attributes.URI, - }), - "undefined" != typeof s.attributes.IV && - (r.iv = s.attributes.IV); - } else - this.trigger("warn", { - message: "ignoring key declaration without URI", - }); - else r = null; - else - this.trigger("warn", { - message: - "ignoring key declaration without attribute list", - }); - }, - "media-sequence": function () { - isFinite(s.number) - ? (this.manifest.mediaSequence = s.number) - : this.trigger("warn", { - message: - "ignoring invalid media sequence: " + s.number, - }); - }, - "discontinuity-sequence": function () { - isFinite(s.number) - ? ((this.manifest.discontinuitySequence = s.number), - (d = s.number)) - : this.trigger("warn", { - message: - "ignoring invalid discontinuity sequence: " + - s.number, - }); - }, - "playlist-type": function () { - /VOD|EVENT/.test(s.playlistType) - ? (this.manifest.playlistType = s.playlistType) - : this.trigger("warn", { - message: - "ignoring unknown playlist type: " + s.playlist, - }); - }, - map: function () { - (n = {}), - s.uri && (n.uri = s.uri), - s.byterange && (n.byterange = s.byterange), - r && (n.key = r); - }, - "stream-inf": function () { - (this.manifest.playlists = o), - (this.manifest.mediaGroups = - this.manifest.mediaGroups || c), - s.attributes - ? (u.attributes || (u.attributes = {}), - g(u.attributes, s.attributes)) - : this.trigger("warn", { - message: "ignoring empty stream-inf attributes", - }); - }, - media: function () { - var e; - (this.manifest.mediaGroups = - this.manifest.mediaGroups || c), - s.attributes && - s.attributes.TYPE && - s.attributes["GROUP-ID"] && - s.attributes.NAME - ? (((e = - this.manifest.mediaGroups[s.attributes.TYPE])[ - s.attributes["GROUP-ID"] - ] = e[s.attributes["GROUP-ID"]] || {}), - (t = e[s.attributes["GROUP-ID"]]), - (i = { default: /yes/i.test(s.attributes.DEFAULT) }) - .default - ? (i.autoselect = !0) - : (i.autoselect = /yes/i.test( - s.attributes.AUTOSELECT, - )), - s.attributes.LANGUAGE && - (i.language = s.attributes.LANGUAGE), - s.attributes.URI && (i.uri = s.attributes.URI), - s.attributes["INSTREAM-ID"] && - (i.instreamId = s.attributes["INSTREAM-ID"]), - s.attributes.CHARACTERISTICS && - (i.characteristics = - s.attributes.CHARACTERISTICS), - s.attributes.FORCED && - (i.forced = /yes/i.test(s.attributes.FORCED)), - (t[s.attributes.NAME] = i)) - : this.trigger("warn", { - message: - "ignoring incomplete or missing media group", - }); - }, - discontinuity: function () { - (d += 1), - (u.discontinuity = !0), - this.manifest.discontinuityStarts.push(o.length); - }, - "program-date-time": function () { - "undefined" == typeof this.manifest.dateTimeString && - ((this.manifest.dateTimeString = s.dateTimeString), - (this.manifest.dateTimeObject = s.dateTimeObject)), - (u.dateTimeString = s.dateTimeString), - (u.dateTimeObject = s.dateTimeObject); - }, - targetduration: function () { - !isFinite(s.duration) || s.duration < 0 - ? this.trigger("warn", { - message: - "ignoring invalid target duration: " + s.duration, - }) - : ((this.manifest.targetDuration = s.duration), - dr.call(this, this.manifest)); - }, - start: function () { - s.attributes && !isNaN(s.attributes["TIME-OFFSET"]) - ? (this.manifest.start = { - timeOffset: s.attributes["TIME-OFFSET"], - precise: s.attributes.PRECISE, - }) - : this.trigger("warn", { - message: - "ignoring start declaration without appropriate attribute list", - }); - }, - "cue-out": function () { - u.cueOut = s.data; - }, - "cue-out-cont": function () { - u.cueOutCont = s.data; - }, - "cue-in": function () { - u.cueIn = s.data; - }, - skip: function () { - (this.manifest.skip = cr(s.attributes)), - this.warnOnMissingAttributes_( - "#EXT-X-SKIP", - s.attributes, - ["SKIPPED-SEGMENTS"], - ); - }, - part: function () { - var i = this; - l = !0; - var e = this.manifest.segments.length, - t = cr(s.attributes); - (u.parts = u.parts || []), - u.parts.push(t), - t.byterange && - (t.byterange.hasOwnProperty("offset") || - (t.byterange.offset = p), - (p = t.byterange.offset + t.byterange.length)); - var n = u.parts.length - 1; - this.warnOnMissingAttributes_( - "#EXT-X-PART #" + n + " for segment #" + e, - s.attributes, - ["URI", "DURATION"], - ), - this.manifest.renditionReports && - this.manifest.renditionReports.forEach( - function (e, t) { - e.hasOwnProperty("lastPart") || - i.trigger("warn", { - message: - "#EXT-X-RENDITION-REPORT #" + - t + - " lacks required attribute(s): LAST-PART", - }); - }, - ); - }, - "server-control": function () { - var e = (this.manifest.serverControl = cr(s.attributes)); - e.hasOwnProperty("canBlockReload") || - ((e.canBlockReload = !1), - this.trigger("info", { - message: - "#EXT-X-SERVER-CONTROL defaulting CAN-BLOCK-RELOAD to false", - })), - dr.call(this, this.manifest), - e.canSkipDateranges && - !e.hasOwnProperty("canSkipUntil") && - this.trigger("warn", { - message: - "#EXT-X-SERVER-CONTROL lacks required attribute CAN-SKIP-UNTIL which is required when CAN-SKIP-DATERANGES is set", - }); - }, - "preload-hint": function () { - var e = this.manifest.segments.length, - t = cr(s.attributes), - i = t.type && "PART" === t.type; - (u.preloadHints = u.preloadHints || []), - u.preloadHints.push(t), - t.byterange && - (t.byterange.hasOwnProperty("offset") || - ((t.byterange.offset = i ? p : 0), - i && - (p = t.byterange.offset + t.byterange.length))); - var n = u.preloadHints.length - 1; - if ( - (this.warnOnMissingAttributes_( - "#EXT-X-PRELOAD-HINT #" + n + " for segment #" + e, - s.attributes, - ["TYPE", "URI"], - ), - t.type) - ) - for (var r = 0; r < u.preloadHints.length - 1; r++) { - var a = u.preloadHints[r]; - a.type && - a.type === t.type && - this.trigger("warn", { - message: - "#EXT-X-PRELOAD-HINT #" + - n + - " for segment #" + - e + - " has the same TYPE " + - t.type + - " as preload hint #" + - r, - }); - } - }, - "rendition-report": function () { - var e = cr(s.attributes); - (this.manifest.renditionReports = - this.manifest.renditionReports || []), - this.manifest.renditionReports.push(e); - var t = this.manifest.renditionReports.length - 1, - e = ["LAST-MSN", "URI"]; - l && e.push("LAST-PART"), - this.warnOnMissingAttributes_( - "#EXT-X-RENDITION-REPORT #" + t, - s.attributes, - e, - ); - }, - "part-inf": function () { - (this.manifest.partInf = cr(s.attributes)), - this.warnOnMissingAttributes_( - "#EXT-X-PART-INF", - s.attributes, - ["PART-TARGET"], - ), - this.manifest.partInf.partTarget && - (this.manifest.partTargetDuration = - this.manifest.partInf.partTarget), - dr.call(this, this.manifest); - }, - })[s.tagType] || function () {} - ).call(a); - }, - uri: function () { - (u.uri = s.uri), - o.push(u), - !this.manifest.targetDuration || - "duration" in u || - (this.trigger("warn", { - message: - "defaulting segment duration to the target duration", - }), - (u.duration = this.manifest.targetDuration)), - r && (u.key = r), - (u.timeline = d), - n && (u.map = n), - (p = 0), - (u = {}); - }, - comment: function () {}, - custom: function () { - s.segment - ? ((u.custom = u.custom || {}), - (u.custom[s.customType] = s.data)) - : ((this.manifest.custom = this.manifest.custom || {}), - (this.manifest.custom[s.customType] = s.data)); - }, - })[s.type].call(a); - }), - e - ); - } - mt(e, t); - var i = e.prototype; - return ( - (i.warnOnMissingAttributes_ = function (e, t, i) { - var n = []; - i.forEach(function (e) { - t.hasOwnProperty(e) || n.push(e); - }), - n.length && - this.trigger("warn", { - message: e + " lacks required attribute(s): " + n.join(", "), - }); - }), - (i.push = function (e) { - this.lineStream.push(e); - }), - (i.end = function () { - this.lineStream.push("\n"), this.trigger("end"); - }), - (i.addParser = function (e) { - this.parseStream.addParser(e); - }), - (i.addTagMapper = function (e) { - this.parseStream.addTagMapper(e); - }), - e - ); - })(ar), - xr = { - mp4: /^(av0?1|avc0?[1234]|vp0?9|flac|opus|mp3|mp4a|mp4v|stpp.ttml.im1t)/, - webm: /^(vp0?[89]|av0?1|opus|vorbis)/, - ogg: /^(vp0?[89]|theora|flac|opus|vorbis)/, - video: /^(av0?1|avc0?[1234]|vp0?[89]|hvc1|hev1|theora|mp4v)/, - audio: /^(mp4a|flac|vorbis|opus|ac-[34]|ec-3|alac|mp3|speex|aac)/, - text: /^(stpp.ttml.im1t)/, - muxerVideo: /^(avc0?1)/, - muxerAudio: /^(mp4a)/, - muxerText: /a^/, - }, - Ar = ["video", "audio", "text"], - Pr = ["Video", "Audio", "Text"], - Lr = "mp4a.40.2", - Dr = /^(audio|video|application)\/(x-|vnd\.apple\.)?mpegurl/i, - Or = /^application\/dash\+xml/i, - Mr = _r, - Rr = window.BigInt || Number, - Nr = [ - Rr("0x1"), - Rr("0x100"), - Rr("0x10000"), - Rr("0x1000000"), - Rr("0x100000000"), - Rr("0x10000000000"), - Rr("0x1000000000000"), - Rr("0x100000000000000"), - Rr("0x10000000000000000"), - ]; - function Ur(e, t) { - return (t = void 0 === t ? Object : t) && "function" == typeof t.freeze - ? t.freeze(e) - : e; - } - var Br = Ur({ - HTML: "text/html", - isHTML: function (e) { - return e === Br.HTML; - }, - XML_APPLICATION: "application/xml", - XML_TEXT: "text/xml", - XML_XHTML_APPLICATION: "application/xhtml+xml", - XML_SVG_IMAGE: "image/svg+xml", - }), - Fr = Ur({ - HTML: "http://www.w3.org/1999/xhtml", - isHTML: function (e) { - return e === Fr.HTML; - }, - SVG: "http://www.w3.org/2000/svg", - XML: "http://www.w3.org/XML/1998/namespace", - XMLNS: "http://www.w3.org/2000/xmlns/", - }), - jr = { freeze: Ur, MIME_TYPE: Br, NAMESPACE: Fr }, - Hr = jr.NAMESPACE; - function qr(e) { - return "" !== e; - } - function Vr(e, t) { - return e.hasOwnProperty(t) || (e[t] = !0), e; - } - function Wr(e) { - if (!e) return []; - e = (e = e) ? e.split(/[\t\n\f\r ]+/).filter(qr) : []; - return Object.keys(e.reduce(Vr, {})); - } - function Gr(e, t) { - for (var i in e) t[i] = e[i]; - } - function zr(e, t) { - var i, - n = e.prototype; - n instanceof t || - (((i = function () {}).prototype = t.prototype), - Gr(n, (i = new i())), - (e.prototype = n = i)), - n.constructor != e && (n.constructor = e); - } - var W = {}, - Xr = (W.ELEMENT_NODE = 1), - Kr = (W.ATTRIBUTE_NODE = 2), - Yr = (W.TEXT_NODE = 3), - Qr = (W.CDATA_SECTION_NODE = 4), - $r = (W.ENTITY_REFERENCE_NODE = 5), - Jr = ((W.ENTITY_NODE = 6), (W.PROCESSING_INSTRUCTION_NODE = 7)), - Zr = (W.COMMENT_NODE = 8), - ea = (W.DOCUMENT_NODE = 9), - ta = (W.DOCUMENT_TYPE_NODE = 10), - ia = (W.DOCUMENT_FRAGMENT_NODE = 11), - x = ((W.NOTATION_NODE = 12), {}), - na = {}; - (x.INDEX_SIZE_ERR = ((na[1] = "Index size error"), 1)), - (x.DOMSTRING_SIZE_ERR = ((na[2] = "DOMString size error"), 2)); - x.HIERARCHY_REQUEST_ERR = ((na[3] = "Hierarchy request error"), 3); - (x.WRONG_DOCUMENT_ERR = ((na[4] = "Wrong document"), 4)), - (x.INVALID_CHARACTER_ERR = ((na[5] = "Invalid character"), 5)), - (x.NO_DATA_ALLOWED_ERR = ((na[6] = "No data allowed"), 6)), - (x.NO_MODIFICATION_ALLOWED_ERR = ((na[7] = "No modification allowed"), 7)); - x.NOT_FOUND_ERR = ((na[8] = "Not found"), 8); - x.NOT_SUPPORTED_ERR = ((na[9] = "Not supported"), 9); - var ra; - x.INUSE_ATTRIBUTE_ERR = ((na[10] = "Attribute in use"), 10); - function aa(e, t) { - var i; - return ( - t instanceof Error - ? (i = t) - : ((i = this), - Error.call(this, na[e]), - (this.message = na[e]), - Error.captureStackTrace && Error.captureStackTrace(this, aa)), - (i.code = e), - t && (this.message = this.message + ": " + t), - i - ); - } - function sa() {} - function oa(e, t) { - (this._node = e), (this._refresh = t), ua(this); - } - function ua(e) { - var t, - i = e._node._inc || e._node.ownerDocument._inc; - e._inc != i && - ((t = e._refresh(e._node)), - Fa(e, "length", t.length), - Gr(t, e), - (e._inc = i)); - } - function la() {} - function ca(e, t) { - for (var i = e.length; i--; ) if (e[i] === t) return i; - } - function da(e, t, i, n) { - n ? 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"static" : "dynamic", - d = e.sidx.timeline, - h = d, - p = e.mediaSequence || 0, - f = - "bigint" == typeof t.firstOffset - ? window.BigInt(s) + t.firstOffset - : s + t.firstOffset, - m = 0; - m < u.length; - m++ - ) { - var g = t.references[m], - y = g.referencedSize, - v = g.subsegmentDuration, - g = void 0, - g = - "bigint" == typeof f - ? f + window.BigInt(y) - window.BigInt(1) - : f + y - 1, - g = Ss({ - baseUrl: i, - timescale: o, - timeline: a, - periodStart: d, - presentationTime: h, - number: p, - duration: v, - sourceDuration: r, - indexRange: f + "-" + g, - type: c, - })[0]; - n && (g.map = n), - l.push(g), - (f += "bigint" == typeof f ? window.BigInt(y) : y), - (h += v / o), - p++; - } - return (e.segments = l), e; - } - function Es(e) { - return ( - (i = function (e) { - return e.timeline; - }), - ms( - e.reduce(function (t, e) { - return ( - e.forEach(function (e) { - t[i(e)] = e; - }), - t - ); - }, {}), - ).sort(function (e, t) { - return e.timeline > t.timeline ? 1 : -1; - }) - ); - var i; - } - function ks(e) { - var r, - a, - s = []; - return ( - (r = e), - (a = function (e, t, i, n) { - s = s.concat(e.playlists || []); - }), - yo.forEach(function (e) { - for (var t in r.mediaGroups[e]) - for (var i in r.mediaGroups[e][t]) { - var n = r.mediaGroups[e][t][i]; - a(n, e, t, i); - } - }), - s - ); - } - function Cs(e) { - var i = e.playlist, - e = e.mediaSequence; - (i.mediaSequence = e), - i.segments.forEach(function (e, t) { - e.number = i.mediaSequence + t; - }); - } - function Is(e) { - var r, - a, - t = e.oldManifest, - i = e.newManifest, - n = t.playlists.concat(ks(t)), - e = i.playlists.concat(ks(i)); - return ( - (i.timelineStarts = Es([t.timelineStarts, i.timelineStarts])), - (n = { - oldPlaylists: n, - newPlaylists: e, - timelineStarts: i.timelineStarts, - }), - (r = n.oldPlaylists), - (e = n.newPlaylists), - (a = n.timelineStarts), - e.forEach(function (t) { - t.discontinuitySequence = vs(a, function (e) { - return e.timeline === t.timeline; - }); - var e = (function (e, t) { - for (var i = 0; i < e.length; i++) - if (e[i].attributes.NAME === t) return e[i]; - return null; - })(r, t.attributes.NAME); - if (e && !t.sidx) { - var i = t.segments[0], - n = vs(e.segments, function (e) { - return Math.abs(e.presentationTime - i.presentationTime) < 1 / 60; - }); - if (-1 === n) - return ( - Cs({ - playlist: t, - mediaSequence: e.mediaSequence + e.segments.length, - }), - (t.segments[0].discontinuity = !0), - t.discontinuityStarts.unshift(0), - void ( - ((!e.segments.length && t.timeline > e.timeline) || - (e.segments.length && - t.timeline > e.segments[e.segments.length - 1].timeline)) && - t.discontinuitySequence-- - ) - ); - e.segments[n].discontinuity && - !i.discontinuity && - ((i.discontinuity = !0), - t.discontinuityStarts.unshift(0), - t.discontinuitySequence--), - Cs({ playlist: t, mediaSequence: e.segments[n].number }); - } - }), - i - ); - } - function xs(e) { - return ( - e && - e.uri + - "-" + - ((t = e.byterange), - (e = - "bigint" == typeof t.offset || "bigint" == typeof t.length - ? window.BigInt(t.offset) + - window.BigInt(t.length) - - window.BigInt(1) - : t.offset + t.length - 1), - t.offset + "-" + e) - ); - var t; - } - function As(e) { - return ms( - e.reduce(function (e, t) { - var i, - n = t.attributes.id + (t.attributes.lang || ""); - return ( - e[n] - ? (t.segments && - (t.segments[0] && (t.segments[0].discontinuity = !0), - (i = e[n].segments).push.apply(i, t.segments)), - t.attributes.contentProtection && - (e[n].attributes.contentProtection = - t.attributes.contentProtection)) - : ((e[n] = t), (e[n].attributes.timelineStarts = [])), - e[n].attributes.timelineStarts.push({ - start: t.attributes.periodStart, - timeline: t.attributes.periodStart, - }), - e - ); - }, {}), - ).map(function (e) { - var t, n; - return ( - (e.discontinuityStarts = - ((t = e.segments || []), - (n = "discontinuity"), - t.reduce(function (e, t, i) { - return t[n] && e.push(i), e; - }, []))), - e - ); - }); - } - function Ps(e, t) { - var i = xs(e.sidx); - return (i = i && t[i] && t[i].sidx) && ws(e, i, e.sidx.resolvedUri), e; - } - function Ls(e, h, p) { - var f; - return ( - void 0 === h && (h = {}), - void 0 === p && (p = !1), - (e = e.reduce(function (e, t) { - var i = (t.attributes.role && t.attributes.role.value) || "", - n = t.attributes.lang || "", - r = t.attributes.label || "main"; - e[ - (r = - n && !t.attributes.label - ? t.attributes.lang + (i ? " (" + i + ")" : "") - : r) - ] || - (e[r] = { - language: n, - autoselect: !0, - default: "main" === i, - playlists: [], - uri: "", - }); - var a, - s, - o, - u, - l, - c, - d, - u = Ps( - ((s = p), - (o = (a = t).attributes), - (u = a.segments), - (l = a.sidx), - (c = a.mediaSequence), - (d = a.discontinuitySequence), - (n = a.discontinuityStarts), - (u = { - attributes: - (((a = { - NAME: o.id, - BANDWIDTH: o.bandwidth, - CODECS: o.codecs, - })["PROGRAM-ID"] = 1), - a), - uri: "", - endList: "static" === o.type, - timeline: o.periodStart, - resolvedUri: "", - targetDuration: o.duration, - discontinuitySequence: d, - discontinuityStarts: n, - timelineStarts: o.timelineStarts, - mediaSequence: c, - segments: u, - }), - o.contentProtection && (u.contentProtection = o.contentProtection), - l && (u.sidx = l), - s && - ((u.attributes.AUDIO = "audio"), - (u.attributes.SUBTITLES = "subs")), - u), - h, - ); - return ( - e[r].playlists.push(u), - "undefined" == typeof f && "main" === i && ((f = t).default = !0), - e - ); - }, {})), - f || (e[Object.keys(e)[0]].default = !0), - e - ); - } - function Ds(e) { - var t = e.attributes, - i = e.segments, - n = e.sidx, - r = e.discontinuityStarts, - i = { - attributes: - (((e = { - NAME: t.id, - AUDIO: "audio", - SUBTITLES: "subs", - RESOLUTION: { width: t.width, height: t.height }, - CODECS: t.codecs, - BANDWIDTH: t.bandwidth, - })["PROGRAM-ID"] = 1), - e), - uri: "", - endList: "static" === t.type, - timeline: t.periodStart, - resolvedUri: "", - targetDuration: t.duration, - discontinuityStarts: r, - timelineStarts: t.timelineStarts, - segments: i, - }; - return ( - t.contentProtection && (i.contentProtection = t.contentProtection), - n && (i.sidx = n), - i - ); - } - function Os(e) { - return ( - "video/mp4" === (e = e.attributes).mimeType || - "video/webm" === e.mimeType || - "video" === e.contentType - ); - } - function Ms(e) { - return ( - "audio/mp4" === (e = e.attributes).mimeType || - "audio/webm" === e.mimeType || - "audio" === e.contentType - ); - } - function Rs(e) { - return ( - "text/vtt" === (e = e.attributes).mimeType || "text" === e.contentType - ); - } - function Ns(i) { - return i - ? Object.keys(i).reduce(function (e, t) { - t = i[t]; - return e.concat(t.playlists); - }, []) - : []; - } - function Us(e) { - var t = e.dashPlaylists, - i = e.locations, - n = void 0 === (c = e.sidxMapping) ? {} : c, - r = e.previousManifest; - if (!t.length) return {}; - var a = (d = t[0].attributes).sourceDuration, - s = d.type, - o = d.suggestedPresentationDelay, - u = d.minimumUpdatePeriod, - l = As(t.filter(Os)).map(Ds), - c = As(t.filter(Ms)), - e = As(t.filter(Rs)), - d = t - .map(function (e) { - return e.attributes.captionServices; - }) - .filter(Boolean), - a = { - allowCache: !0, - discontinuityStarts: [], - segments: [], - endList: !0, - mediaGroups: - (((t = { AUDIO: {}, VIDEO: {} })["CLOSED-CAPTIONS"] = {}), - (t.SUBTITLES = {}), - t), - uri: "", - duration: a, - playlists: (function (e, t) { - if ((void 0 === t && (t = {}), !Object.keys(t).length)) return e; - for (var i in e) e[i] = Ps(e[i], t); - return e; - })(l, n), - }; - 0 <= u && (a.minimumUpdatePeriod = 1e3 * u), - i && (a.locations = i), - "dynamic" === s && (a.suggestedPresentationDelay = o); - var h, - p, - o = 0 === a.playlists.length, - o = c.length ? Ls(c, n, o) : null, - n = e.length - ? (void 0 === (h = n) && (h = {}), - e.reduce(function (e, t) { - var i = t.attributes.lang || "text"; - return ( - e[i] || - (e[i] = { - language: i, - default: !1, - autoselect: !1, - playlists: [], - uri: "", - }), - e[i].playlists.push( - Ps( - (function (e) { - var t = e.attributes, - i = e.segments, - n = e.mediaSequence, - r = e.discontinuityStarts, - a = e.discontinuitySequence; - "undefined" == typeof i && - ((i = [ - { - uri: t.baseUrl, - timeline: t.periodStart, - resolvedUri: t.baseUrl || "", - duration: t.sourceDuration, - number: 0, - }, - ]), - (t.duration = t.sourceDuration)); - (e = { NAME: t.id, BANDWIDTH: t.bandwidth })["PROGRAM-ID"] = - 1; - return ( - t.codecs && (e.CODECS = t.codecs), - { - attributes: e, - uri: "", - endList: "static" === t.type, - timeline: t.periodStart, - resolvedUri: t.baseUrl || "", - targetDuration: t.duration, - timelineStarts: t.timelineStarts, - discontinuityStarts: r, - discontinuitySequence: a, - mediaSequence: n, - segments: i, - } - ); - })(t), - h, - ), - ), - e - ); - }, {})) - : null, - l = (e = l.concat(Ns(o), Ns(n))).map(function (e) { - return e.timelineStarts; - }); - return ( - (a.timelineStarts = Es(l)), - (e = e), - (p = a.timelineStarts), - e.forEach(function (t) { - (t.mediaSequence = 0), - (t.discontinuitySequence = vs(p, function (e) { - return e.timeline === t.timeline; - })), - t.segments && - t.segments.forEach(function (e, t) { - e.number = t; - }); - }), - o && (a.mediaGroups.AUDIO.audio = o), - n && (a.mediaGroups.SUBTITLES.subs = n), - d.length && - (a.mediaGroups["CLOSED-CAPTIONS"].cc = d.reduce(function (n, e) { - return ( - e && - e.forEach(function (e) { - var t = e.channel, - i = e.language; - (n[i] = { - autoselect: !1, - default: !1, - instreamId: t, - language: i, - }), - e.hasOwnProperty("aspectRatio") && - (n[i].aspectRatio = e.aspectRatio), - e.hasOwnProperty("easyReader") && - (n[i].easyReader = e.easyReader), - e.hasOwnProperty("3D") && (n[i]["3D"] = e["3D"]); - }), - n - ); - }, {})), - r ? Is({ oldManifest: r, newManifest: a }) : a - ); - } - function Bs(e, t) { - for ( - var i, - n, - r, - a, - s, - o, - u = e.type, - l = e.minimumUpdatePeriod, - c = void 0 === l ? 0 : l, - d = void 0 === (l = e.media) ? "" : l, - h = e.sourceDuration, - p = void 0 === (l = e.timescale) ? 1 : l, - f = void 0 === (l = e.startNumber) ? 1 : l, - m = e.periodStart, - g = [], - y = -1, - v = 0; - v < t.length; - v++ - ) { - var _ = t[v], - b = _.d, - T = _.r || 0, - S = _.t || 0; - y < 0 && (y = S), S && y < S && (y = S); - var w, - E = void 0; - E = - T < 0 - ? (w = v + 1) === t.length - ? "dynamic" === u && 0 < c && 0 < d.indexOf("$Number$") - ? ((i = y), - (n = b), - (_ = o = s = a = r = void 0), - (r = (S = e).NOW), - (a = S.clientOffset), - (s = S.availabilityStartTime), - (o = S.timescale), - (_ = S.periodStart), - (S = S.minimumUpdatePeriod), - Math.ceil( - (((r + a) / 1e3 + - (void 0 === S ? 0 : S) - - (s + (void 0 === _ ? 0 : _))) * - (void 0 === o ? 1 : o) - - i) / - n, - )) - : (h * p - y) / b - : (t[w].t - y) / b - : T + 1; - for (var k = f + g.length + E, C = f + g.length; C < k; ) - g.push({ number: C, duration: b / p, time: y, timeline: m }), - (y += b), - C++; - } - return g; - } - function Fs(e, t) { - return e.replace( - vo, - ((r = t), - function (e, t, i, n) { - if ("$$" === e) return "$"; - if ("undefined" == typeof r[t]) return e; - e = "" + r[t]; - return "RepresentationID" === t || - (n = i ? parseInt(n, 10) : 1) <= e.length - ? e - : new Array(n - e.length + 1).join("0") + e; - }), - ); - var r; - } - function js(r, e) { - var a = { RepresentationID: r.id, Bandwidth: r.bandwidth || 0 }, - t = void 0 === (t = r.initialization) ? { sourceURL: "", range: "" } : t, - s = _s({ - baseUrl: r.baseUrl, - source: Fs(t.sourceURL, a), - range: t.range, - }); - return ((t = e), - (e = r).duration || t - ? e.duration - ? Ts(e) - : Bs(e, t) - : [ - { - number: e.startNumber || 1, - duration: e.sourceDuration, - time: 0, - timeline: e.periodStart, - }, - ]).map(function (e) { - (a.Number = e.number), (a.Time = e.time); - var t = Fs(r.media || "", a), - i = r.timescale || 1, - n = r.presentationTimeOffset || 0, - i = r.periodStart + (e.time - n) / i; - return { - uri: t, - timeline: e.timeline, - duration: e.duration, - resolvedUri: ir(r.baseUrl || "", t), - map: s, - number: e.number, - presentationTime: i, - }; - }); - } - function Hs(r, e) { - var t = r.duration, - i = void 0 === (i = r.segmentUrls) ? 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((a = Ss), (t = fs(i, n.base))) - : n.list && ((a = Hs), (t = fs(i, n.list))); - var r = { attributes: i }; - if (!a) return r; - var a, - e = a(t, n.segmentTimeline); - return ( - t.duration - ? ((i = t.duration), - (a = t.timescale), - (t.duration = i / (void 0 === a ? 1 : a))) - : e.length - ? (t.duration = e.reduce(function (e, t) { - return Math.max(e, Math.ceil(t.duration)); - }, 0)) - : (t.duration = 0), - (r.attributes = t), - (r.segments = e), - n.base && t.indexRange && ((r.sidx = e[0]), (r.segments = [])), - r - ); - } - function Vs(e, t) { - return ys(e.childNodes).filter(function (e) { - return e.tagName === t; - }); - } - function Ws(e) { - return e.textContent.trim(); - } - function Gs(e) { - if ( - !(r = - /P(?:(\d*)Y)?(?:(\d*)M)?(?:(\d*)D)?(?:T(?:(\d*)H)?(?:(\d*)M)?(?:([\d.]*)S)?)?/.exec( - e, - )) - ) - return 0; - var t = (a = r.slice(1))[0], - i = a[1], - n = a[2], - e = a[3], - r = a[4], - a = a[5]; - return ( - 31536e3 * parseFloat(t || 0) + - 2592e3 * parseFloat(i || 0) + - 86400 * parseFloat(n || 0) + - 3600 * parseFloat(e || 0) + - 60 * parseFloat(r || 0) + - parseFloat(a || 0) - ); - } - function zs(e) { - return e && e.attributes - ? ys(e.attributes).reduce(function (e, t) { - var i = _o[t.name] || _o.DEFAULT; - return (e[t.name] = i(t.value)), e; - }, {}) - : {}; - } - function Xs(e, i) { - return i.length - ? gs( - e.map(function (t) { - return i.map(function (e) { - return ir(t, Ws(e)); - }); - }), - ) - : e; - } - function Ks(e) { - var t = Vs(e, "SegmentTemplate")[0], - i = Vs(e, "SegmentList")[0], - n = - i && - Vs(i, "SegmentURL").map(function (e) { - return fs({ tag: "SegmentURL" }, zs(e)); - }), - r = Vs(e, "SegmentBase")[0], - e = (a = i || t) && Vs(a, "SegmentTimeline")[0], - a = (a = i || r || t) && Vs(a, "Initialization")[0]; - (t = t && zs(t)) && a - ? (t.initialization = a && zs(a)) - : t && - t.initialization && - (t.initialization = { sourceURL: t.initialization }); - var s = { - template: t, - segmentTimeline: e && Vs(e, "S").map(zs), - list: i && fs(zs(i), { segmentUrls: n, initialization: zs(a) }), - base: r && fs(zs(r), { initialization: zs(a) }), - }; - return ( - Object.keys(s).forEach(function (e) { - s[e] || delete s[e]; - }), - s - ); - } - function Ys(u, l, c) { - return function (e) { - var t = zs(e), - i = Xs(l, Vs(e, "BaseURL")), - n = Vs(e, "Role")[0], - n = { role: zs(n) }, - t = fs(u, t, n), - n = Vs(e, "Accessibility")[0], - n = - "urn:scte:dash:cc:cea-608:2015" === (n = zs(n)).schemeIdUri - ? ("string" != typeof n.value ? [] : n.value.split(";")).map( - function (e) { - var t, i, n; - return ( - /^CC\d=/.test((n = e)) - ? ((i = (t = e.split("="))[0]), (n = t[1])) - : /^CC\d$/.test(e) && (i = e), - { channel: i, language: n } - ); - }, - ) - : "urn:scte:dash:cc:cea-708:2015" === n.schemeIdUri - ? ("string" != typeof n.value ? [] : n.value.split(";")).map( - function (e) { - var t, - i, - n = { - channel: void 0, - language: void 0, - aspectRatio: 1, - easyReader: 0, - "3D": 0, - }; - return ( - /=/.test(e) - ? ((t = (i = e.split("="))[0]), - (i = void 0 === (i = i[1]) ? "" : i), - (n.channel = t), - (n.language = e), - i.split(",").forEach(function (e) { - var t = e.split(":"), - e = t[0], - t = t[1]; - "lang" === e - ? (n.language = t) - : "er" === e - ? (n.easyReader = Number(t)) - : "war" === e - ? (n.aspectRatio = Number(t)) - : "3D" === e && (n["3D"] = Number(t)); - })) - : (n.language = e), - n.channel && (n.channel = "SERVICE" + n.channel), - n - ); - }, - ) - : void 0; - n && (t = fs(t, { captionServices: n })); - n = Vs(e, "Label")[0]; - n && - n.childNodes.length && - ((r = n.childNodes[0].nodeValue.trim()), (t = fs(t, { label: r }))); - var r = Vs(e, "ContentProtection").reduce(function (e, t) { - var i = zs(t); - i.schemeIdUri && (i.schemeIdUri = i.schemeIdUri.toLowerCase()); - var n = bo[i.schemeIdUri]; - return ( - n && - ((e[n] = { attributes: i }), - (t = Vs(t, "cenc:pssh")[0]) && - ((t = Ws(t)), (e[n].pssh = t && or(t)))), - e - ); - }, {}); - Object.keys(r).length && (t = fs(t, { contentProtection: r })); - var a, - s, - o, - r = Ks(e), - e = Vs(e, "Representation"), - r = fs(c, r); - return gs( - e.map( - ((a = t), - (s = i), - (o = r), - function (e) { - var t = Vs(e, "BaseURL"), - t = Xs(s, t), - i = fs(a, zs(e)), - n = Ks(e); - return t.map(function (e) { - return { - segmentInfo: fs(o, n), - attributes: fs(i, { baseUrl: e }), - }; - }); - }), - ), - ); - }; - } - function Qs(e, t) { - var i = (t = void 0 === t ? {} : t), - n = void 0 === (a = i.manifestUri) ? "" : a, - t = void 0 === (r = i.NOW) ? Date.now() : r, - r = void 0 === (a = i.clientOffset) ? 0 : a; - if (!(i = Vs(e, "Period")).length) throw new Error(lo); - var a = Vs(e, "Location"), - s = zs(e), - e = Xs([n], Vs(e, "BaseURL")); - (s.type = s.type || "static"), - (s.sourceDuration = s.mediaPresentationDuration || 0), - (s.NOW = t), - (s.clientOffset = r), - a.length && (s.locations = a.map(Ws)); - var o, - u, - l = []; - return ( - i.forEach(function (e, t) { - var i, - n = zs(e), - r = l[t - 1]; - (n.start = - ((i = { - attributes: n, - priorPeriodAttributes: r ? r.attributes : null, - mpdType: s.type, - }), - (t = i.attributes), - (r = i.priorPeriodAttributes), - (i = i.mpdType), - "number" == typeof t.start - ? t.start - : r && "number" == typeof r.start && "number" == typeof r.duration - ? r.start + r.duration - : r || "static" !== i - ? null - : 0)), - l.push({ node: e, attributes: n }); - }), - { - locations: s.locations, - representationInfo: gs( - l.map( - ((o = s), - (u = e), - function (e, t) { - var i = Xs(u, Vs(e.node, "BaseURL")), - n = fs(o, { periodStart: e.attributes.start }); - "number" == typeof e.attributes.duration && - (n.periodDuration = e.attributes.duration); - var r = Vs(e.node, "AdaptationSet"), - e = Ks(e.node); - return gs(r.map(Ys(n, i, e))); - }), - ), - ), - } - ); - } - function $s(e) { - if ("" === e) throw new Error(co); - var t, - i, - n = new uo(); - try { - i = - (t = n.parseFromString(e, "application/xml")) && - "MPD" === t.documentElement.tagName - ? t.documentElement - : null; - } catch (e) {} - if (!i || (i && 0 < i.getElementsByTagName("parsererror").length)) - throw new Error(ho); - return i; - } - function Js(e, t) { - void 0 === t && (t = {}); - var i = Qs($s(e), t), - e = i.representationInfo.map(qs); - return Us({ - dashPlaylists: e, - locations: i.locations, - sidxMapping: t.sidxMapping, - previousManifest: t.previousManifest, - }); - } - function Zs(e) { - return (function (e) { - e = Vs(e, "UTCTiming")[0]; - if (!e) return null; - var t = zs(e); - switch (t.schemeIdUri) { - case "urn:mpeg:dash:utc:http-head:2014": - case "urn:mpeg:dash:utc:http-head:2012": - t.method = "HEAD"; - break; - case "urn:mpeg:dash:utc:http-xsdate:2014": - case "urn:mpeg:dash:utc:http-iso:2014": - case "urn:mpeg:dash:utc:http-xsdate:2012": - case "urn:mpeg:dash:utc:http-iso:2012": - t.method = "GET"; - break; - case "urn:mpeg:dash:utc:direct:2014": - case "urn:mpeg:dash:utc:direct:2012": - (t.method = "DIRECT"), (t.value = Date.parse(t.value)); - break; - case "urn:mpeg:dash:utc:http-ntp:2014": - case "urn:mpeg:dash:utc:ntp:2014": - case "urn:mpeg:dash:utc:sntp:2014": - default: - throw new Error(mo); - } - return t; - })($s(e)); - } - function eo(e, t) { - return ( - void 0 === t && (t = 0), - (e = br(e)).length - t < 10 || !wr(e, Eo, { offset: t }) - ? t - : eo( - e, - (t += (function (e, t) { - void 0 === t && (t = 0); - var i = (e = br(e))[t + 5], - t = - (e[t + 6] << 21) | - (e[t + 7] << 14) | - (e[t + 8] << 7) | - e[t + 9]; - return (16 & i) >> 4 ? 20 + t : 10 + t; - })(e, t)), - ) - ); - } - function to(e) { - return "string" == typeof e ? Sr(e) : e; - } - function io(e, t, i) { - var n; - void 0 === i && (i = !1), - (n = t), - (t = Array.isArray(n) ? n.map(to) : [to(n)]), - (e = br(e)); - var r = []; - if (!t.length) return r; - for (var a = 0; a < e.length; ) { - var s = - ((e[a] << 24) | (e[a + 1] << 16) | (e[a + 2] << 8) | e[a + 3]) >>> 0, - o = e.subarray(a + 4, a + 8); - if (0 == s) break; - var u = a + s; - if (u > e.length) { - if (i) break; - u = e.length; - } - s = e.subarray(a + 8, u); - wr(o, t[0]) && - (1 === t.length ? r.push(s) : r.push.apply(r, io(s, t.slice(1), i))), - (a = u); - } - return r; - } - function no(e, t, i, n) { - void 0 === i && (i = !0), void 0 === n && (n = !1); - var r = (function (e) { - for (var t = 1, i = 0; i < Co.length && !(e & Co[i]); i++) t++; - return t; - })(e[t]), - a = e.subarray(t, t + r); - return ( - i && ((a = Array.prototype.slice.call(e, t, t + r))[0] ^= Co[r - 1]), - { - length: r, - value: (function (n, e) { - var t = void 0 === e ? {} : e, - e = t.signed, - e = void 0 !== e && e, - t = t.le, - r = void 0 !== t && t; - n = br(n); - (t = r ? "reduce" : "reduceRight"), - (t = (n[t] || Array.prototype[t]).call( - n, - function (e, t, i) { - i = r ? i : Math.abs(i + 1 - n.length); - return e + Rr(t) * Nr[i]; - }, - Rr(0), - )); - return ( - !e || - ((e = Nr[n.length] / Rr(2) - Rr(1)) < (t = Rr(t)) && - ((t -= e), (t -= e), (t -= Rr(2)))), - Number(t) - ); - })(a, { signed: n }), - bytes: a, - } - ); - } - function ro(e) { - return "string" == typeof e - ? e.match(/.{1,2}/g).map(ro) - : "number" == typeof e - ? Tr(e) - : e; - } - function ao(e, t, i) { - if (i >= t.length) return t.length; - var n = no(t, i, !1); - if (wr(e.bytes, n.bytes)) return i; - var r = no(t, i + n.length); - return ao(e, t, i + r.length + r.value + n.length); - } - function so(e, t) { - var i; - (i = t), (t = Array.isArray(i) ? i.map(ro) : [ro(i)]), (e = br(e)); - var n = []; - if (!t.length) return n; - for (var r = 0; r < e.length; ) { - var a = no(e, r, !1), - s = no(e, r + a.length), - o = r + a.length + s.length; - 127 === s.value && - ((s.value = ao(a, e, o)), s.value !== e.length && (s.value -= o)); - var u = o + s.value > e.length ? e.length : o + s.value, - u = e.subarray(o, u); - wr(t[0], a.bytes) && - (1 === t.length ? n.push(u) : (n = n.concat(so(u, t.slice(1))))), - (r += a.length + s.length + u.length); - } - return n; - } - function oo(e, t, i, n) { - void 0 === n && (n = 1 / 0), (e = br(e)), (i = [].concat(i)); - for (var r, a = 0, s = 0; a < e.length && (s < n || r); ) { - var o = void 0; - if ( - (wr(e.subarray(a), Io) ? (o = 4) : wr(e.subarray(a), xo) && (o = 3), o) - ) { - if ((s++, r)) - return (function (e) { - for (var t = [], i = 1; i < e.length - 2; ) - wr(e.subarray(i, i + 3), Ao) && (t.push(i + 2), i++), i++; - if (0 === t.length) return e; - for ( - var n = e.length - t.length, r = new Uint8Array(n), a = 0, i = 0; - i < n; - a++, i++ - ) - a === t[0] && (a++, t.shift()), (r[i] = e[a]); - return r; - })(e.subarray(r, a)); - var u = void 0; - "h264" === t - ? (u = 31 & e[a + o]) - : "h265" === t && (u = (e[a + o] >> 1) & 63), - -1 !== i.indexOf(u) && (r = a + o), - (a += o + ("h264" === t ? 1 : 2)); - } else a++; - } - return e.subarray(0, 0); - } - var uo = { - __DOMHandler: us, - DOMParser: os, - DOMImplementation: U.DOMImplementation, - XMLSerializer: U.XMLSerializer, - }.DOMParser, - lo = "INVALID_NUMBER_OF_PERIOD", - co = "DASH_EMPTY_MANIFEST", - ho = "DASH_INVALID_XML", - po = "NO_BASE_URL", - fo = "SEGMENT_TIME_UNSPECIFIED", - mo = "UNSUPPORTED_UTC_TIMING_SCHEME", - go = { - static: function (e) { - var t = e.duration, - i = e.timescale, - n = void 0 === i ? 1 : i, - r = e.sourceDuration, - i = e.periodDuration, - e = bs(e.endNumber), - n = t / n; - return "number" == typeof e - ? { start: 0, end: e } - : "number" == typeof i - ? { start: 0, end: i / n } - : { start: 0, end: r / n }; - }, - dynamic: function (e) { - var t = e.NOW, - i = e.clientOffset, - n = e.availabilityStartTime, - r = e.timescale, - a = void 0 === r ? 1 : r, - s = e.duration, - o = e.periodStart, - u = void 0 === o ? 0 : o, - r = e.minimumUpdatePeriod, - o = void 0 === r ? 0 : r, - r = e.timeShiftBufferDepth, - r = void 0 === r ? 1 / 0 : r, - e = bs(e.endNumber), - i = (t + i) / 1e3, - u = n + u, - o = Math.ceil(((i + o - u) * a) / s), - r = Math.floor(((i - u - r) * a) / s), - s = Math.floor(((i - u) * a) / s); - return { - start: Math.max(0, r), - end: "number" == typeof e ? e : Math.min(o, s), - }; - }, - }, - yo = ["AUDIO", "SUBTITLES"], - vo = /\$([A-z]*)(?:(%0)([0-9]+)d)?\$/g, - _o = { - mediaPresentationDuration: Gs, - availabilityStartTime: function (e) { - return ( - /^\d+-\d+-\d+T\d+:\d+:\d+(\.\d+)?$/.test((e = e)) && (e += "Z"), - Date.parse(e) / 1e3 - ); - }, - minimumUpdatePeriod: Gs, - suggestedPresentationDelay: Gs, - type: function (e) { - return e; - }, - timeShiftBufferDepth: Gs, - start: Gs, - width: function (e) { - return parseInt(e, 10); - }, - height: function (e) { - return parseInt(e, 10); - }, - bandwidth: function (e) { - return parseInt(e, 10); - }, - startNumber: function (e) { - return parseInt(e, 10); - }, - timescale: function (e) { - return parseInt(e, 10); - }, - presentationTimeOffset: function (e) { - return parseInt(e, 10); - }, - duration: function (e) { - var t = parseInt(e, 10); - return isNaN(t) ? Gs(e) : t; - }, - d: function (e) { - return parseInt(e, 10); - }, - t: function (e) { - return parseInt(e, 10); - }, - r: function (e) { - return parseInt(e, 10); - }, - DEFAULT: function (e) { - return e; - }, - }, - bo = { - "urn:uuid:1077efec-c0b2-4d02-ace3-3c1e52e2fb4b": "org.w3.clearkey", - "urn:uuid:edef8ba9-79d6-4ace-a3c8-27dcd51d21ed": "com.widevine.alpha", - "urn:uuid:9a04f079-9840-4286-ab92-e65be0885f95": - "com.microsoft.playready", - "urn:uuid:f239e769-efa3-4850-9c16-a903c6932efb": "com.adobe.primetime", - }, - To = Math.pow(2, 32), - So = function (e) { - var t = new DataView(e.buffer, e.byteOffset, e.byteLength); - return t.getBigUint64 - ? (e = t.getBigUint64(0)) < Number.MAX_SAFE_INTEGER - ? Number(e) - : e - : t.getUint32(0) * To + t.getUint32(4); - }, - wo = function (e) { - var t = new DataView(e.buffer, e.byteOffset, e.byteLength), - i = { - version: e[0], - flags: new Uint8Array(e.subarray(1, 4)), - references: [], - referenceId: t.getUint32(4), - timescale: t.getUint32(8), - }, - n = 12; - 0 === i.version - ? ((i.earliestPresentationTime = t.getUint32(n)), - (i.firstOffset = t.getUint32(n + 4)), - (n += 8)) - : ((i.earliestPresentationTime = So(e.subarray(n))), - (i.firstOffset = So(e.subarray(n + 8))), - (n += 16)); - var r = t.getUint16((n += 2)); - for (n += 2; 0 < r; n += 12, r--) - i.references.push({ - referenceType: (128 & e[n]) >>> 7, - referencedSize: 2147483647 & t.getUint32(n), - subsegmentDuration: t.getUint32(n + 4), - startsWithSap: !!(128 & e[n + 8]), - sapType: (112 & e[n + 8]) >>> 4, - sapDeltaTime: 268435455 & t.getUint32(n + 8), - }); - return i; - }, - Eo = br([73, 68, 51]), - ko = { - EBML: br([26, 69, 223, 163]), - DocType: br([66, 130]), - Segment: br([24, 83, 128, 103]), - SegmentInfo: br([21, 73, 169, 102]), - Tracks: br([22, 84, 174, 107]), - Track: br([174]), - TrackNumber: br([215]), - DefaultDuration: br([35, 227, 131]), - TrackEntry: br([174]), - TrackType: br([131]), - FlagDefault: br([136]), - CodecID: br([134]), - CodecPrivate: br([99, 162]), - VideoTrack: br([224]), - AudioTrack: br([225]), - Cluster: br([31, 67, 182, 117]), - Timestamp: br([231]), - TimestampScale: br([42, 215, 177]), - BlockGroup: br([160]), - BlockDuration: br([155]), - Block: br([161]), - SimpleBlock: br([163]), - }, - Co = [128, 64, 32, 16, 8, 4, 2, 1], - Io = br([0, 0, 0, 1]), - xo = br([0, 0, 1]), - Ao = br([0, 0, 3]), - Po = { - webm: br([119, 101, 98, 109]), - matroska: br([109, 97, 116, 114, 111, 115, 107, 97]), - flac: br([102, 76, 97, 67]), - ogg: br([79, 103, 103, 83]), - ac3: br([11, 119]), - riff: br([82, 73, 70, 70]), - avi: br([65, 86, 73]), - wav: br([87, 65, 86, 69]), - "3gp": br([102, 116, 121, 112, 51, 103]), - mp4: br([102, 116, 121, 112]), - fmp4: br([115, 116, 121, 112]), - mov: br([102, 116, 121, 112, 113, 116]), - moov: br([109, 111, 111, 118]), - moof: br([109, 111, 111, 102]), - }, - Lo = { - aac: function (e) { - var t = eo(e); - return wr(e, [255, 16], { offset: t, mask: [255, 22] }); - }, - mp3: function (e) { - var t = eo(e); - return wr(e, [255, 2], { offset: t, mask: [255, 6] }); - }, - webm: function (e) { - e = so(e, [ko.EBML, ko.DocType])[0]; - return wr(e, Po.webm); - }, - mkv: function (e) { - e = so(e, [ko.EBML, ko.DocType])[0]; - return wr(e, Po.matroska); - }, - mp4: function (e) { - return ( - !Lo["3gp"](e) && - !Lo.mov(e) && - (!(!wr(e, Po.mp4, { offset: 4 }) && !wr(e, Po.fmp4, { offset: 4 })) || - !( - !wr(e, Po.moof, { offset: 4 }) && !wr(e, Po.moov, { offset: 4 }) - ) || - void 0) - ); - }, - mov: function (e) { - return wr(e, Po.mov, { offset: 4 }); - }, - "3gp": function (e) { - return wr(e, Po["3gp"], { offset: 4 }); - }, - ac3: function (e) { - var t = eo(e); - return wr(e, Po.ac3, { offset: t }); - }, - ts: function (e) { - if (e.length < 189 && 1 <= e.length) return 71 === e[0]; - for (var t = 0; t + 188 < e.length && t < 188; ) { - if (71 === e[t] && 71 === e[t + 188]) return !0; - t += 1; - } - return !1; - }, - flac: function (e) { - var t = eo(e); - return wr(e, Po.flac, { offset: t }); - }, - ogg: function (e) { - return wr(e, Po.ogg); - }, - avi: function (e) { - return wr(e, Po.riff) && wr(e, Po.avi, { offset: 8 }); - }, - wav: function (e) { - return wr(e, Po.riff) && wr(e, Po.wav, { offset: 8 }); - }, - h264: function (e) { - return oo(e, "h264", 7, 3).length; - }, - h265: function (e) { - return oo(e, "h265", [32, 33], 3).length; - }, - }, - Do = Object.keys(Lo) - .filter(function (e) { - return "ts" !== e && "h264" !== e && "h265" !== e; - }) - .concat(["ts", "h264", "h265"]); - Do.forEach(function (e) { - var t = Lo[e]; - Lo[e] = function (e) { - return t(br(e)); - }; - }); - function Oo(e) { - e = br(e); - for (var t = 0; t < Do.length; t++) { - var i = Do[t]; - if (dl[i](e)) return i; - } - return ""; - } - function Mo(e, t, i) { - return e && i && i.responseURL && t !== i.responseURL ? 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(e = (function (e, t) { - if (!t || !t.segments || 0 === t.segments.length) return null; - for ( - var i, n = 0, r = 0; - r < t.segments.length && - !( - e <= - (n = (i = t.segments[r]).videoTimingInfo - ? i.videoTimingInfo.transmuxedPresentationEnd - : n + i.duration) - ); - r++ - ); - var a = t.segments[t.segments.length - 1]; - if ( - a.videoTimingInfo && - a.videoTimingInfo.transmuxedPresentationEnd < e - ) - return null; - if (n < e) { - if (e > n + 0.25 * a.duration) return null; - i = a; - } - return { - segment: i, - estimatedStart: i.videoTimingInfo - ? i.videoTimingInfo.transmuxedPresentationStart - : n - i.duration, - type: i.videoTimingInfo ? "accurate" : "estimate", - }; - })(n, t)) - ? "estimate" === e.type - ? i({ - message: - "Accurate programTime could not be determined. Please seek to e.seekTime and try again", - seekTime: e.estimatedStart, - }) - : ((t = { mediaSeconds: n }), - (e = (function (e, t) { - if (!t.dateTimeObject) return null; - var i = t.videoTimingInfo.transmuxerPrependedSeconds, - i = e - (t.videoTimingInfo.transmuxedPresentationStart + i); - return new Date(t.dateTimeObject.getTime() + 1e3 * i); - })(n, e.segment)) && (t.programDateTime = e.toISOString()), - i(null, t)) - : i({ message: "valid programTime was not found" }) - : i({ message: "getProgramTime: playlist and time must be provided" }); - } - function Cu(e) { - var t = e.programTime, - i = e.playlist, - n = e.retryCount, - r = void 0 === n ? 2 : n, - a = e.seekTo, - s = e.pauseAfterSeek, - o = void 0 === s || s, - u = e.tech, - l = e.callback; - if (!l) throw new Error("seekToProgramTime: callback must be provided"); - return "undefined" != typeof t && i && a - ? i.endList || u.hasStarted_ - ? 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Iu(t, function () { - return n(e, t, "", s); - }) - : n(null, t, i, s); - } - } - var a, - s = [], - o = !1, - u = t( - { - uri: e, - beforeSend: function (t) { - t.overrideMimeType("text/plain; charset=x-user-defined"), - t.addEventListener("progress", function (e) { - return ( - e.total, e.loaded, gu(t, null, { statusCode: t.status }, i) - ); - }); - }, - }, - function (e, t) { - return gu(u, e, t, i); - }, - ); - return u; - } - function Au(e, t) { - if (!pu(e, t)) return !1; - if ( - e.sidx && - t.sidx && - (e.sidx.offset !== t.sidx.offset || e.sidx.length !== t.sidx.length) - ) - return !1; - if ((!e.sidx && t.sidx) || (e.sidx && !t.sidx)) return !1; - if ((e.segments && !t.segments) || (!e.segments && t.segments)) return !1; - if (!e.segments && !t.segments) return !0; - for (var i = 0; i < e.segments.length; i++) { - var n = e.segments[i], - r = t.segments[i]; - if (n.uri !== r.uri) return !1; - if (n.byterange || r.byterange) { - (n = n.byterange), (r = r.byterange); - if ((n && !r) || (!n && r)) return !1; - if (n.offset !== r.offset || n.length !== r.length) return !1; - } - } - return !0; - } - function Pu(e, t) { - var i, - n = {}; - for (i in e) { - var r = e[i].sidx; - if (r) { - var a = xs(r); - if (!t[a]) break; - var s = t[a].sidxInfo; - (s = s), - (r = r), - (Boolean(!s.map && !r.map) || - Boolean( - s.map && - r.map && - s.map.byterange.offset === r.map.byterange.offset && - s.map.byterange.length === r.map.byterange.length, - )) && - s.uri === r.uri && - s.byterange.offset === r.byterange.offset && - s.byterange.length === r.byterange.length && - (n[a] = t[a]); - } - } - return n; - } - function Lu(e) { - return (e.on = e.addEventListener), (e.off = e.removeEventListener), e; - } - function Du(i) { - var n = i.transmuxer, - e = i.bytes, - t = i.audioAppendStart, - r = i.gopsToAlignWith, - a = i.remux, - s = i.onData, - o = i.onTrackInfo, - u = i.onAudioTimingInfo, - l = i.onVideoTimingInfo, - c = i.onVideoSegmentTimingInfo, - d = i.onAudioSegmentTimingInfo, - h = i.onId3, - p = i.onCaptions, - f = i.onDone, - m = i.onEndedTimeline, - g = i.onTransmuxerLog, - y = i.isEndOfTimeline, - v = { buffer: [] }, - _ = y; - (n.onmessage = function (e) { - var t; - n.currentTransmux === i && - ("data" === e.data.action && - (function (e, t, i) { - var n = e.data.segment, - r = n.type, - a = n.initSegment, - s = n.captions, - o = n.captionStreams, - u = n.metadata, - l = n.videoFrameDtsTime, - n = n.videoFramePtsTime; - t.buffer.push({ captions: s, captionStreams: o, metadata: u }); - (e = e.data.segment.boxes || { data: e.data.segment.data }), - (a = { - type: r, - data: new Uint8Array( - e.data, - e.data.byteOffset, - e.data.byteLength, - ), - initSegment: new Uint8Array(a.data, a.byteOffset, a.byteLength), - }); - "undefined" != typeof l && (a.videoFrameDtsTime = l), - "undefined" != typeof n && (a.videoFramePtsTime = n), - i(a); - })(e, v, s), - "trackinfo" === e.data.action && o(e.data.trackInfo), - "gopInfo" === e.data.action && (v.gopInfo = e.data.gopInfo), - "audioTimingInfo" === e.data.action && u(e.data.audioTimingInfo), - "videoTimingInfo" === e.data.action && l(e.data.videoTimingInfo), - "videoSegmentTimingInfo" === e.data.action && - c(e.data.videoSegmentTimingInfo), - "audioSegmentTimingInfo" === e.data.action && - d(e.data.audioSegmentTimingInfo), - "id3Frame" === e.data.action && - h([e.data.id3Frame], e.data.id3Frame.dispatchType), - "caption" === e.data.action && p(e.data.caption), - "endedtimeline" === e.data.action && ((_ = !1), m()), - "log" === e.data.action && g(e.data.log), - "transmuxed" === e.data.type && - (_ || - ((n.onmessage = null), - (e = (t = { transmuxedData: v, callback: f }).transmuxedData), - (t = t.callback), - (e.buffer = []), - t(e), - Cl(n)))); - }), - t && n.postMessage({ action: "setAudioAppendStart", appendStart: t }), - Array.isArray(r) && - n.postMessage({ action: "alignGopsWith", gopsToAlignWith: r }), - "undefined" != typeof a && - n.postMessage({ action: "setRemux", remux: a }), - e.byteLength && - ((r = e instanceof ArrayBuffer ? e : e.buffer), - (a = e instanceof ArrayBuffer ? 0 : e.byteOffset), - n.postMessage( - { action: "push", data: r, byteOffset: a, byteLength: e.byteLength }, - [r], - )), - y && n.postMessage({ action: "endTimeline" }), - n.postMessage({ action: "flush" }); - } - function Ou(e, t) { - e.postMessage({ action: t }), Cl(e); - } - function Mu(e, t) { - if (!t.currentTransmux) return (t.currentTransmux = e), Ou(t, e), 0; - t.transmuxQueue.push(Ou.bind(null, t, e)); - } - function Ru(e) { - if (!e.transmuxer.currentTransmux) - return (e.transmuxer.currentTransmux = e), void Du(e); - e.transmuxer.transmuxQueue.push(e); - } - function Nu(i) { - var n = i.transmuxer, - r = i.endAction || i.action, - a = i.callback, - e = g({}, i, { endAction: null, transmuxer: null, callback: null }), - t = function e(t) { - t.data.action === r && - (n.removeEventListener("message", e), - t.data.data && - ((t.data.data = new Uint8Array( - t.data.data, - i.byteOffset || 0, - i.byteLength || t.data.data.byteLength, - )), - i.data && (i.data = t.data.data)), - a(t.data)); - }; - n.addEventListener("message", t), - i.data - ? ((t = i.data instanceof ArrayBuffer), - (e.byteOffset = t ? 0 : i.data.byteOffset), - (e.byteLength = i.data.byteLength), - (t = [t ? i.data : i.data.buffer]), - n.postMessage(e, t)) - : n.postMessage(e); - } - function Uu(e) { - e.forEach(function (e) { - e.abort(); - }); - } - function Bu(e, t) { - return t.timedout - ? { - status: t.status, - message: "HLS request timed-out at URL: " + t.uri, - code: Pl, - xhr: t, - } - : t.aborted - ? { - status: t.status, - message: "HLS request aborted at URL: " + t.uri, - code: Ll, - xhr: t, - } - : e - ? { - status: t.status, - message: "HLS request errored at URL: " + t.uri, - code: Al, - xhr: t, - } - : "arraybuffer" === t.responseType && 0 === t.response.byteLength - ? { - status: t.status, - message: "Empty HLS response at URL: " + t.uri, - code: Al, - xhr: t, - } - : null; - } - function Fu(a, s, o) { - return function (e, t) { - var i = t.response, - e = Bu(e, t); - if (e) return o(e, a); - if (16 !== i.byteLength) - return o( - { - status: t.status, - message: "Invalid HLS key at URL: " + t.uri, - code: Al, - xhr: t, - }, - a, - ); - for ( - var i = new DataView(i), - n = new Uint32Array([ - i.getUint32(0), - i.getUint32(4), - i.getUint32(8), - i.getUint32(12), - ]), - r = 0; - r < s.length; - r++ - ) - s[r].bytes = n; - return o(null, a); - }; - } - function ju(i, n) { - var e = Oo(i.map.bytes); - if ("mp4" !== e) { - var t = i.map.resolvedUri || i.map.uri; - return n({ - internal: !0, - message: - "Found unsupported " + - (e || "unknown") + - " container for initialization segment at URL: " + - t, - code: Al, - }); - } - Nu({ - action: "probeMp4Tracks", - data: i.map.bytes, - transmuxer: i.transmuxer, - callback: function (e) { - var t = e.tracks, - e = e.data; - return ( - (i.map.bytes = e), - t.forEach(function (e) { - (i.map.tracks = i.map.tracks || {}), - i.map.tracks[e.type] || - ("number" == typeof (i.map.tracks[e.type] = e).id && - e.timescale && - ((i.map.timescales = i.map.timescales || {}), - (i.map.timescales[e.id] = e.timescale))); - }), - n(null) - ); - }, - }); - } - function Hu(e) { - var i = e.segment, - n = e.finishProcessingFn, - r = e.responseType; - return function (e, t) { - e = Bu(e, t); - if (e) return n(e, i); - e = - "arraybuffer" !== r && t.responseText - ? 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"audio" : "video" }), - e && e.length && u(i, e), - h(null, i, {}); - }; - Nu({ - action: "probeMp4StartTime", - timescales: i.map.timescales, - data: f, - transmuxer: i.transmuxer, - callback: function (e) { - var t = e.data, - e = e.startTime; - (n = t.buffer), - (i.bytes = f = t), - g.hasAudio && !g.isMuxed && r(i, "audio", "start", e), - g.hasVideo && r(i, "video", "start", e), - m.video && t.byteLength && i.transmuxer - ? Nu({ - action: "pushMp4Captions", - endAction: "mp4Captions", - transmuxer: i.transmuxer, - data: f, - timescales: i.map.timescales, - trackIds: [m.video.id], - callback: function (e) { - (n = e.data.buffer), - (i.bytes = f = e.data), - e.logs.forEach(function (e) { - p(tr.mergeOptions(e, { stream: "mp4CaptionParser" })); - }), - y(e.captions); - }, - }) - : y(); - }, - }); - } else if (i.transmuxer) { - if ( - ("undefined" == typeof i.container && (i.container = Oo(f)), - "ts" !== i.container && "aac" !== i.container) - ) - return t(i, { hasAudio: !1, hasVideo: !1 }), h(null, i, {}), 0; - qu({ - segment: i, - bytes: n, - trackInfoFn: t, - timingInfoFn: r, - videoSegmentTimingInfoFn: a, - audioSegmentTimingInfoFn: s, - id3Fn: o, - captionsFn: u, - isEndOfTimeline: l, - endedTimelineFn: c, - dataFn: d, - doneFn: h, - onTransmuxerLog: p, - }); - } else h(null, i, {}); - } - function Wu(e, i) { - var n = e.id, - t = e.key, - r = e.encryptedBytes, - a = e.decryptionWorker, - e = function e(t) { - t.data.source === n && - (a.removeEventListener("message", e), - (t = t.data.decrypted), - i(new Uint8Array(t.bytes, t.byteOffset, t.byteLength))); - }; - a.addEventListener("message", e), - (e = t.bytes.slice - ? t.bytes.slice() - : new Uint32Array(Array.prototype.slice.call(t.bytes))), - a.postMessage(Tu({ source: n, encrypted: r, key: e, iv: t.iv }), [ - r.buffer, - e.buffer, - ]); - } - function Gu(e) { - var i = e.activeXhrs, - m = e.decryptionWorker, - g = e.trackInfoFn, - y = e.timingInfoFn, - v = e.videoSegmentTimingInfoFn, - _ = e.audioSegmentTimingInfoFn, - b = e.id3Fn, - T = e.captionsFn, - S = e.isEndOfTimeline, - w = e.endedTimelineFn, - E = e.dataFn, - k = e.doneFn, - C = e.onTransmuxerLog, - n = 0, - r = !1; - return function (e, f) { - if (!r) { - if (e) return (r = !0), Uu(i), k(e, f); - if ((n += 1) === i.length) { - var t = function () { - if (f.encryptedBytes) - return ( - (t = (e = { - decryptionWorker: m, - segment: f, - trackInfoFn: g, - timingInfoFn: y, - videoSegmentTimingInfoFn: v, - audioSegmentTimingInfoFn: _, - id3Fn: b, - captionsFn: T, - isEndOfTimeline: S, - endedTimelineFn: w, - dataFn: E, - doneFn: k, - onTransmuxerLog: C, - }).decryptionWorker), - (i = e.segment), - (n = e.trackInfoFn), - (r = e.timingInfoFn), - (a = e.videoSegmentTimingInfoFn), - (s = e.audioSegmentTimingInfoFn), - (o = e.id3Fn), - (u = e.captionsFn), - (l = e.isEndOfTimeline), - (c = e.endedTimelineFn), - (d = e.dataFn), - (h = e.doneFn), - (p = e.onTransmuxerLog), - void Wu( - { - id: i.requestId, - key: i.key, - encryptedBytes: i.encryptedBytes, - decryptionWorker: t, - }, - function (e) { - (i.bytes = e), - Vu({ - segment: i, - bytes: i.bytes, - trackInfoFn: n, - timingInfoFn: r, - videoSegmentTimingInfoFn: a, - audioSegmentTimingInfoFn: s, - id3Fn: o, - captionsFn: u, - isEndOfTimeline: l, - endedTimelineFn: c, - dataFn: d, - doneFn: h, - onTransmuxerLog: p, - }); - }, - ) - ); - var e, t, i, n, r, a, s, o, u, l, c, d, h, p; - Vu({ - segment: f, - bytes: f.bytes, - trackInfoFn: g, - timingInfoFn: y, - videoSegmentTimingInfoFn: v, - audioSegmentTimingInfoFn: _, - id3Fn: b, - captionsFn: T, - isEndOfTimeline: S, - endedTimelineFn: w, - dataFn: E, - doneFn: k, - onTransmuxerLog: C, - }); - }; - if ( - ((f.endOfAllRequests = Date.now()), - f.map && f.map.encryptedBytes && !f.map.bytes) - ) - return Wu( - { - decryptionWorker: m, - id: f.requestId + "-init", - encryptedBytes: f.map.encryptedBytes, - key: f.map.key, - }, - function (e) { - (f.map.bytes = e), - ju(f, function (e) { - return e ? (Uu(i), k(e, f)) : void t(); - }); - }, - ); - t(); - } - } - }; - } - function zu(e) { - var n = e.segment, - r = e.progressFn; - return ( - e.trackInfoFn, - e.timingInfoFn, - e.videoSegmentTimingInfoFn, - e.audioSegmentTimingInfoFn, - e.id3Fn, - e.captionsFn, - e.isEndOfTimeline, - e.endedTimelineFn, - e.dataFn, - function (e) { - var t, - i = e.target; - if (!i.aborted) - return ( - (n.stats = tr.mergeOptions( - n.stats, - ((i = (t = e).target), - ((i = { - bandwidth: 1 / 0, - bytesReceived: 0, - roundTripTime: Date.now() - i.requestTime || 0, - }).bytesReceived = t.loaded), - (i.bandwidth = Math.floor( - (i.bytesReceived / i.roundTripTime) * 8 * 1e3, - )), - i), - )), - !n.stats.firstBytesReceivedAt && - n.stats.bytesReceived && - (n.stats.firstBytesReceivedAt = Date.now()), - r(e, n) - ); - } - ); - } - function Xu(e) { - var t, - i, - n, - r = e.xhr, - a = e.xhrOptions, - s = e.decryptionWorker, - o = e.segment, - u = e.abortFn, - l = e.progressFn, - c = e.trackInfoFn, - d = e.timingInfoFn, - h = e.videoSegmentTimingInfoFn, - p = e.audioSegmentTimingInfoFn, - f = e.id3Fn, - m = e.captionsFn, - g = e.isEndOfTimeline, - y = e.endedTimelineFn, - v = e.dataFn, - _ = e.doneFn, - e = e.onTransmuxerLog, - b = [], - _ = Gu({ - activeXhrs: b, - decryptionWorker: s, - trackInfoFn: c, - timingInfoFn: d, - videoSegmentTimingInfoFn: h, - audioSegmentTimingInfoFn: p, - id3Fn: f, - captionsFn: m, - isEndOfTimeline: g, - endedTimelineFn: y, - dataFn: v, - doneFn: _, - onTransmuxerLog: e, - }); - o.key && - !o.key.bytes && - ((e = [o.key]), - o.map && - !o.map.bytes && - o.map.key && - o.map.key.resolvedUri === o.key.resolvedUri && - e.push(o.map.key), - (e = r( - tr.mergeOptions(a, { - uri: o.key.resolvedUri, - responseType: "arraybuffer", - }), - Fu(o, e, _), - )), - b.push(e)), - o.map && - !o.map.bytes && - (!o.map.key || - (o.key && o.key.resolvedUri === o.map.key.resolvedUri) || - ((t = r( - tr.mergeOptions(a, { - uri: o.map.key.resolvedUri, - responseType: "arraybuffer", - }), - Fu(o, [o.map.key], _), - )), - b.push(t)), - (t = r( - tr.mergeOptions(a, { - uri: o.map.resolvedUri, - responseType: "arraybuffer", - headers: vu(o.map), - }), - ((i = (t = { segment: o, finishProcessingFn: _ }).segment), - (n = t.finishProcessingFn), - function (e, t) { - e = Bu(e, t); - if (e) return n(e, i); - e = new Uint8Array(t.response); - if (i.map.key) return (i.map.encryptedBytes = e), n(null, i); - (i.map.bytes = e), - ju(i, function (e) { - return e - ? ((e.xhr = t), (e.status = t.status), n(e, i)) - : void n(null, i); - }); - }), - )), - b.push(t)), - (a = tr.mergeOptions(a, { - uri: (o.part && o.part.resolvedUri) || o.resolvedUri, - responseType: "arraybuffer", - headers: vu(o), - })), - (a = r( - a, - Hu({ segment: o, finishProcessingFn: _, responseType: a.responseType }), - )).addEventListener( - "progress", - zu({ - segment: o, - progressFn: l, - trackInfoFn: c, - timingInfoFn: d, - videoSegmentTimingInfoFn: h, - audioSegmentTimingInfoFn: p, - id3Fn: f, - captionsFn: m, - isEndOfTimeline: g, - endedTimelineFn: y, - dataFn: v, - }), - ), - b.push(a); - var T = {}; - return ( - b.forEach(function (e) { - var t, i; - e.addEventListener( - "loadend", - ((t = (e = { loadendState: T, abortFn: u }).loadendState), - (i = e.abortFn), - function (e) { - e.target.aborted && - i && - !t.calledAbortFn && - (i(), (t.calledAbortFn = !0)); - }), - ); - }), - function () { - return Uu(b); - } - ); - } - function Ku(e, t) { - return ( - (t = t.attributes || {}), - e && - e.mediaGroups && - e.mediaGroups.AUDIO && - t.AUDIO && - e.mediaGroups.AUDIO[t.AUDIO] - ); - } - function Yu(e) { - var n = {}; - return ( - e.forEach(function (e) { - var t = e.mediaType, - i = e.type, - e = e.details; - (n[t] = n[t] || []), n[t].push(hr("" + i + e)); - }), - Object.keys(n).forEach(function (e) { - return 1 < n[e].length - ? (Dl( - "multiple " + - e + - " codecs found as attributes: " + - n[e].join(", ") + - ". Setting playlist codecs to null so that we wait for mux.js to probe segments for real codecs.", - ), - void (n[e] = null)) - : void (n[e] = n[e][0]); - }), - n - ); - } - function Qu(e) { - var t = 0; - return e.audio && t++, e.video && t++, t; - } - function $u(e, t) { - var i, - n = t.attributes || {}, - r = Yu( - (function (e) { - e = e.attributes || {}; - if (e.CODECS) return pr(e.CODECS); - })(t) || [], - ); - return ( - Ku(e, t) && - !r.audio && - !(function (e, t) { - if (!Ku(e, t)) return !0; - var i, - t = t.attributes || {}, - n = e.mediaGroups.AUDIO[t.AUDIO]; - for (i in n) if (!n[i].uri && !n[i].playlists) return !0; - return !1; - })(e, t) && - (i = Yu( - (function (e, t) { - if (!e.mediaGroups.AUDIO || !t) return null; - var i, - n = e.mediaGroups.AUDIO[t]; - if (!n) return null; - for (i in n) { - var r = n[i]; - if (r.default && r.playlists) - return pr(r.playlists[0].attributes.CODECS); - } - return null; - })(e, n.AUDIO) || [], - )).audio && - (r.audio = i.audio), - r - ); - } - function Ju(e) { - if (e && e.playlist) { - var t = e.playlist; - return JSON.stringify({ - id: t.id, - bandwidth: e.bandwidth, - width: e.width, - height: e.height, - codecs: (t.attributes && t.attributes.CODECS) || "", - }); - } - } - function Zu(e, t) { - return (e = e && window.getComputedStyle(e)) ? e[t] : ""; - } - function el(e, n) { - var r = e.slice(); - e.sort(function (e, t) { - var i = n(e, t); - return 0 === i ? r.indexOf(e) - r.indexOf(t) : i; - }); - } - function tl(e, t) { - var i, n; - return ( - (i = - (i = e.attributes.BANDWIDTH ? e.attributes.BANDWIDTH : i) || - window.Number.MAX_VALUE) - - (n = - (n = t.attributes.BANDWIDTH ? t.attributes.BANDWIDTH : n) || - window.Number.MAX_VALUE) - ); - } - function il(e, t, i, n, r, a) { - if (e) { - var s = { - bandwidth: t, - width: i, - height: n, - limitRenditionByPlayerDimensions: r, - }, - o = e.playlists; - gl.isAudioOnly(e) && - ((o = a.getAudioTrackPlaylists_()), (s.audioOnly = !0)); - var u = o.map(function (e) { - var t = - e.attributes && - e.attributes.RESOLUTION && - e.attributes.RESOLUTION.width, - i = - e.attributes && - e.attributes.RESOLUTION && - e.attributes.RESOLUTION.height, - n = e.attributes && e.attributes.BANDWIDTH; - return { - bandwidth: n || window.Number.MAX_VALUE, - width: t, - height: i, - playlist: e, - }; - }); - el(u, function (e, t) { - return e.bandwidth - t.bandwidth; - }); - var l = (u = u.filter(function (e) { - return !gl.isIncompatible(e.playlist); - })).filter(function (e) { - return gl.isEnabled(e.playlist); - }), - e = (l = !l.length - ? u.filter(function (e) { - return !gl.isDisabled(e.playlist); - }) - : l).filter(function (e) { - return e.bandwidth * El.BANDWIDTH_VARIANCE < t; - }), - c = e[e.length - 1], - o = e.filter(function (e) { - return e.bandwidth === c.bandwidth; - })[0]; - if (!1 === r) { - var d = o || l[0] || u[0]; - if (d && d.playlist) { - r = o ? "bandwidthBestRep" : "sortedPlaylistReps"; - return ( - l[0] && (r = "enabledPlaylistReps"), - Ol("choosing " + Ju(d) + " using " + r + " with options", s), - d.playlist - ); - } - return Ol("could not choose a playlist with options", s), null; - } - d = e.filter(function (e) { - return e.width && e.height; - }); - el(d, function (e, t) { - return e.width - t.width; - }); - var h, - p, - f, - e = d.filter(function (e) { - return e.width === i && e.height === n; - }), - c = e[e.length - 1], - e = e.filter(function (e) { - return e.bandwidth === c.bandwidth; - })[0]; - e || - ((p = (h = d.filter(function (e) { - return e.width > i || e.height > n; - })).filter(function (e) { - return e.width === h[0].width && e.height === h[0].height; - })), - (c = p[p.length - 1]), - (p = p.filter(function (e) { - return e.bandwidth === c.bandwidth; - })[0])), - a.experimentalLeastPixelDiffSelector && - ((m = d.map(function (e) { - return ( - (e.pixelDiff = Math.abs(e.width - i) + Math.abs(e.height - n)), e - ); - })), - el(m, function (e, t) { - return e.pixelDiff === t.pixelDiff - ? t.bandwidth - e.bandwidth - : e.pixelDiff - t.pixelDiff; - }), - (f = m[0])); - var m = f || p || e || o || l[0] || u[0]; - if (m && m.playlist) { - u = "sortedPlaylistReps"; - return ( - f - ? (u = "leastPixelDiffRep") - : p - ? (u = "resolutionPlusOneRep") - : e - ? (u = "resolutionBestRep") - : o - ? (u = "bandwidthBestRep") - : l[0] && (u = "enabledPlaylistReps"), - Ol("choosing " + Ju(m) + " using " + u + " with options", s), - m.playlist - ); - } - return Ol("could not choose a playlist with options", s), null; - } - } - function nl(e) { - var t = e.inbandTextTracks, - i = e.metadataArray, - r = e.timestampOffset, - n = e.videoDuration; - if (i) { - var a = window.WebKitDataCue || window.VTTCue, - s = t.metadataTrack_; - if ( - s && - (i.forEach(function (e) { - var n = e.cueTime + r; - !("number" != typeof n || window.isNaN(n) || n < 0) && - n < 1 / 0 && - e.frames.forEach(function (e) { - var t, - i = new a(n, n, e.value || e.url || e.data || ""); - (i.frame = e), - (i.value = e), - (t = i), - Object.defineProperties(t.frame, { - id: { - get: function () { - return ( - tr.log.warn( - "cue.frame.id is deprecated. Use cue.value.key instead.", - ), - t.value.key - ); - }, - }, - value: { - get: function () { - return ( - tr.log.warn( - "cue.frame.value is deprecated. Use cue.value.data instead.", - ), - t.value.data - ); - }, - }, - privateData: { - get: function () { - return ( - tr.log.warn( - "cue.frame.privateData is deprecated. Use cue.value.data instead.", - ), - t.value.data - ); - }, - }, - }), - s.addCue(i); - }); - }), - s.cues && s.cues.length) - ) { - for (var o = s.cues, u = [], l = 0; l < o.length; l++) - o[l] && u.push(o[l]); - var c = u.reduce(function (e, t) { - var i = e[t.startTime] || []; - return i.push(t), (e[t.startTime] = i), e; - }, {}), - d = Object.keys(c).sort(function (e, t) { - return Number(e) - Number(t); - }); - d.forEach(function (e, t) { - var e = c[e], - i = Number(d[t + 1]) || n; - e.forEach(function (e) { - e.endTime = i; - }); - }); - } - } - } - function rl(e, t, i) { - var n, r; - if (i && i.cues) - for (n = i.cues.length; n--; ) - (r = i.cues[n]).startTime >= e && r.endTime <= t && i.removeCue(r); - } - function al(e) { - return "number" == typeof e && isFinite(e); - } - function sl(e) { - var t = e.startOfSegment, - i = e.duration, - n = e.segment, - r = e.part, - a = e.playlist, - s = a.mediaSequence, - o = a.id, - u = a.segments, - l = e.mediaIndex, - c = e.partIndex, - d = e.timeline, - h = (void 0 === u ? [] : u).length - 1, - p = "mediaIndex/partIndex increment"; - return ( - e.getMediaInfoForTime - ? (p = "getMediaInfoForTime (" + e.getMediaInfoForTime + ")") - : e.isSyncRequest && (p = "getSyncSegmentCandidate (isSyncRequest)"), - e.independent && (p += " with independent " + e.independent), - (a = "number" == typeof c), - (u = e.segment.uri ? "segment" : "pre-segment"), - (e = a ? zo({ preloadSegment: n }) - 1 : 0), - u + - " [" + - (s + l) + - "/" + - (s + h) + - "]" + - (a ? " part [" + c + "/" + e + "]" : "") + - " segment start/end [" + - n.start + - " => " + - n.end + - "]" + - (a ? " part start/end [" + r.start + " => " + r.end + "]" : "") + - " startOfSegment [" + - t + - "] duration [" + - i + - "] timeline [" + - d + - "] selected by [" + - p + - "] playlist [" + - o + - "]" - ); - } - function ol(e) { - return e + "TimingInfo"; - } - function ul(e) { - var t = e.timelineChangeController, - i = e.currentTimeline, - n = e.segmentTimeline, - r = e.loaderType, - e = e.audioDisabled; - if (i !== n) { - if ("audio" === r) { - i = t.lastTimelineChange({ type: "main" }); - return !i || i.to !== n; - } - if ("main" === r && e) { - t = t.pendingTimelineChange({ type: "audio" }); - return t && t.to === n ? !1 : !0; - } - } - } - function ll(e) { - var t = e.segmentDuration, - e = e.maxDuration; - return !!t && Math.round(t) > e + fl; - } - function cl(e, t) { - if ("hls" !== t) return null; - var n, - r, - i = - ((n = { - audioTimingInfo: e.audioTimingInfo, - videoTimingInfo: e.videoTimingInfo, - }), - (r = 0), - ["video", "audio"].forEach(function (e) { - var t, - i = n[e + "TimingInfo"]; - i && - ((e = i.start), - (i = i.end), - "bigint" == typeof e || "bigint" == typeof i - ? (t = window.BigInt(i) - window.BigInt(e)) - : "number" == typeof e && "number" == typeof i && (t = i - e), - "undefined" != typeof t && r < t && (r = t)); - }), - (r = - "bigint" == typeof r && r < Number.MAX_SAFE_INTEGER ? Number(r) : r)); - if (!i) return null; - var a = e.playlist.targetDuration, - s = ll({ segmentDuration: i, maxDuration: 2 * a }), - t = ll({ segmentDuration: i, maxDuration: a }), - a = - "Segment with index " + - e.mediaIndex + - " from playlist " + - e.playlist.id + - " has a duration of " + - i + - " when the reported duration is " + - e.duration + - " and the target duration is " + - a + - ". For HLS content, a duration in excess of the target duration may result in playback issues. See the HLS specification section on EXT-X-TARGETDURATION for more details: https://tools.ietf.org/html/draft-pantos-http-live-streaming-23#section-4.3.3.1"; - return s || t ? { severity: s ? "warn" : "info", message: a } : null; - } - var dl = Lo, - hl = 9e4, - pl = ir, - fl = 1 / 30, - ml = tr.createTimeRange, - gl = { - liveEdgeDelay: Xo, - duration: Yo, - seekable: function (e, t, i) { - var n = t || 0, - i = $o(e, t, !0, i); - return null === i ? ml() : ml(n, i); - }, - getMediaInfoForTime: function (e) { - for ( - var t = e.playlist, - i = e.currentTime, - n = e.startingSegmentIndex, - r = e.startingPartIndex, - a = e.startTime, - s = e.experimentalExactManifestTimings, - o = i - a, - u = Wo(t), - l = 0, - c = 0; - c < u.length; - c++ - ) { - var d = u[c]; - if ( - n === d.segmentIndex && - ("number" != typeof r || - "number" != typeof d.partIndex || - r === d.partIndex) - ) { - l = c; - break; - } - } - if (o < 0) { - if (0 < l) - for (var h = l - 1; 0 <= h; h--) { - var p = u[h]; - if (((o += p.duration), s)) { - if (o < 0) continue; - } else if (o + fl <= 0) continue; - return { - partIndex: p.partIndex, - segmentIndex: p.segmentIndex, - startTime: - a - - Qo({ - defaultDuration: t.targetDuration, - durationList: u, - startIndex: l, - endIndex: h, - }), - }; - } - return { - partIndex: (u[0] && u[0].partIndex) || null, - segmentIndex: (u[0] && u[0].segmentIndex) || 0, - startTime: i, - }; - } - if (l < 0) { - for (var f = l; f < 0; f++) - if ((o -= t.targetDuration) < 0) - return { - partIndex: (u[0] && u[0].partIndex) || null, - segmentIndex: (u[0] && u[0].segmentIndex) || 0, - startTime: i, - }; - l = 0; - } - for (var m = l; m < u.length; m++) { - var g = u[m]; - if (((o -= g.duration), s)) { - if (0 < o) continue; - } else if (0 <= o - fl) continue; - return { - partIndex: g.partIndex, - segmentIndex: g.segmentIndex, - startTime: - a + - Qo({ - defaultDuration: t.targetDuration, - durationList: u, - startIndex: l, - endIndex: m, - }), - }; - } - return { - segmentIndex: u[u.length - 1].segmentIndex, - partIndex: u[u.length - 1].partIndex, - startTime: i, - }; - }, - isEnabled: eu, - isDisabled: function (e) { - return e.disabled; - }, - isBlacklisted: Jo, - isIncompatible: Zo, - playlistEnd: $o, - isAes: function (e) { - for (var t = 0; t < e.segments.length; t++) - if (e.segments[t].key) return !0; - return !1; - }, - hasAttribute: tu, - estimateSegmentRequestTime: function (e, t, i, n) { - return tu("BANDWIDTH", i) - ? (e * i.attributes.BANDWIDTH - 8 * (n = void 0 === n ? 0 : n)) / t - : NaN; - }, - isLowestEnabledRendition: iu, - isAudioOnly: au, - playlistMatch: nu, - segmentDurationWithParts: Vo, - }, - yl = tr.log, - vl = tr.mergeOptions, - W = tr.EventTarget, - _l = (function (a) { - function e(e, t, i) { - var n; - if ((void 0 === i && (i = {}), (n = a.call(this) || this), !e)) - throw new Error("A non-empty playlist URL or object is required"); - n.logger_ = Ro("PlaylistLoader"); - var r = i.withCredentials, - r = void 0 !== r && r, - i = i.handleManifestRedirects, - i = void 0 !== i && i; - (n.src = e), - (n.vhs_ = t), - (n.withCredentials = r), - (n.handleManifestRedirects = i); - t = t.options_; - return ( - (n.customTagParsers = (t && t.customTagParsers) || []), - (n.customTagMappers = (t && t.customTagMappers) || []), - (n.experimentalLLHLS = (t && t.experimentalLLHLS) || !1), - tr.browser.IE_VERSION && (n.experimentalLLHLS = !1), - (n.state = "HAVE_NOTHING"), - (n.handleMediaupdatetimeout_ = n.handleMediaupdatetimeout_.bind( - ft(n), - )), - n.on("mediaupdatetimeout", n.handleMediaupdatetimeout_), - n - ); - } - mt(e, a); - var t = e.prototype; - return ( - (t.handleMediaupdatetimeout_ = function () { - var e, - t, - i = this; - "HAVE_METADATA" === this.state && - ((e = this.media()), - (t = pl(this.master.uri, e.uri)), - this.experimentalLLHLS && - (t = (function (e, t) { - if (t.endList || !t.serverControl) return e; - var i, - n, - r, - a, - s = {}; - return ( - t.serverControl.canBlockReload && - ((r = t.preloadSegment), - (i = t.mediaSequence + t.segments.length), - r && - ((n = r.parts || []), - -1 < (r = zo(t) - 1) && - r != n.length - 1 && - (s._HLS_part = r), - (-1 < r || n.length) && i--), - (s._HLS_msn = i)), - t.serverControl && - t.serverControl.canSkipUntil && - (s._HLS_skip = t.serverControl.canSkipDateranges - ? "v2" - : "YES"), - Object.keys(s).length && - ((a = new window.URL(e)), - ["_HLS_skip", "_HLS_msn", "_HLS_part"].forEach( - function (e) { - s.hasOwnProperty(e) && a.searchParams.set(e, s[e]); - }, - ), - (e = a.toString())), - e - ); - })(t, e)), - (this.state = "HAVE_CURRENT_METADATA"), - (this.request = this.vhs_.xhr( - { uri: t, withCredentials: this.withCredentials }, - function (e, t) { - if (i.request) - return e - ? i.playlistRequestError( - i.request, - i.media(), - "HAVE_METADATA", - ) - : void i.haveMetadata({ - playlistString: i.request.responseText, - url: i.media().uri, - id: i.media().id, - }); - }, - ))); - }), - (t.playlistRequestError = function (e, t, i) { - var n = t.uri, - t = t.id; - (this.request = null), - i && (this.state = i), - (this.error = { - playlist: this.master.playlists[t], - status: e.status, - message: "HLS playlist request error at URL: " + n + ".", - responseText: e.responseText, - code: 500 <= e.status ? 4 : 2, - }), - this.trigger("error"); - }), - (t.parseManifest_ = function (e) { - var t = this, - i = e.url; - return (function (e) { - var t = e.onwarn, - i = e.oninfo, - n = e.manifestString, - r = e.customTagParsers, - a = void 0 === r ? [] : r, - r = e.customTagMappers, - r = void 0 === r ? [] : r, - e = e.experimentalLLHLS, - s = new Ir(); - t && s.on("warn", t), - i && s.on("info", i), - a.forEach(function (e) { - return s.addParser(e); - }), - r.forEach(function (e) { - return s.addTagMapper(e); - }), - s.push(n), - s.end(); - var o = s.manifest; - e || - ([ - "preloadSegment", - "skip", - "serverControl", - "renditionReports", - "partInf", - "partTargetDuration", - ].forEach(function (e) { - o.hasOwnProperty(e) && delete o[e]; - }), - o.segments && - o.segments.forEach(function (t) { - ["parts", "preloadHints"].forEach(function (e) { - t.hasOwnProperty(e) && delete t[e]; - }); - })), - o.targetDuration || - ((u = 10), - o.segments && - o.segments.length && - (u = o.segments.reduce(function (e, t) { - return Math.max(e, t.duration); - }, 0)), - t && t("manifest has no targetDuration defaulting to " + u), - (o.targetDuration = u)); - var u = Go(o); - return ( - u.length && - !o.partTargetDuration && - ((u = u.reduce(function (e, t) { - return Math.max(e, t.duration); - }, 0)), - t && - (t("manifest has no partTargetDuration defaulting to " + u), - yl.error( - "LL-HLS manifest has parts but lacks required #EXT-X-PART-INF:PART-TARGET value. See https://datatracker.ietf.org/doc/html/draft-pantos-hls-rfc8216bis-09#section-4.4.3.7. Playback is not guaranteed.", - )), - (o.partTargetDuration = u)), - o - ); - })({ - onwarn: function (e) { - e = e.message; - return t.logger_("m3u8-parser warn for " + i + ": " + e); - }, - oninfo: function (e) { - e = e.message; - return t.logger_("m3u8-parser info for " + i + ": " + e); - }, - manifestString: e.manifestString, - customTagParsers: this.customTagParsers, - customTagMappers: this.customTagMappers, - experimentalLLHLS: this.experimentalLLHLS, - }); - }), - (t.haveMetadata = function (e) { - var t = e.playlistString, - i = e.playlistObject, - n = e.url, - e = e.id; - (this.request = null), (this.state = "HAVE_METADATA"); - t = i || this.parseManifest_({ url: n, manifestString: t }); - (t.lastRequest = Date.now()), uu({ playlist: t, uri: n, id: e }); - n = fu(this.master, t); - (this.targetDuration = t.partTargetDuration || t.targetDuration), - (this.pendingMedia_ = null), - n - ? ((this.master = n), (this.media_ = this.master.playlists[e])) - : this.trigger("playlistunchanged"), - this.updateMediaUpdateTimeout_(mu(this.media(), !!n)), - this.trigger("loadedplaylist"); - }), - (t.dispose = function () { - this.trigger("dispose"), - this.stopRequest(), - window.clearTimeout(this.mediaUpdateTimeout), - window.clearTimeout(this.finalRenditionTimeout), - this.off(); - }), - (t.stopRequest = function () { - var e; - this.request && - ((e = this.request), - (this.request = null), - (e.onreadystatechange = null), - e.abort()); - }), - (t.media = function (i, e) { - var n = this; - if (!i) return this.media_; - if ("HAVE_NOTHING" === this.state) - throw new Error("Cannot switch media playlist from " + this.state); - if ("string" == typeof i) { - if (!this.master.playlists[i]) - throw new Error("Unknown playlist URI: " + i); - i = this.master.playlists[i]; - } - if ((window.clearTimeout(this.finalRenditionTimeout), e)) { - var t = - ((i.partTargetDuration || i.targetDuration) / 2) * 1e3 || 5e3; - this.finalRenditionTimeout = window.setTimeout( - this.media.bind(this, i, !1), - t, - ); - } else { - var r = this.state, - e = !this.media_ || i.id !== this.media_.id, - t = this.master.playlists[i.id]; - if ((t && t.endList) || (i.endList && i.segments.length)) - return ( - this.request && - ((this.request.onreadystatechange = null), - this.request.abort(), - (this.request = null)), - (this.state = "HAVE_METADATA"), - (this.media_ = i), - void ( - e && - (this.trigger("mediachanging"), - "HAVE_MASTER" === r - ? this.trigger("loadedmetadata") - : this.trigger("mediachange")) - ) - ); - if ((this.updateMediaUpdateTimeout_(mu(i, !0)), e)) { - if (((this.state = "SWITCHING_MEDIA"), this.request)) { - if (i.resolvedUri === this.request.url) return; - (this.request.onreadystatechange = null), - this.request.abort(), - (this.request = null); - } - this.media_ && this.trigger("mediachanging"), - (this.pendingMedia_ = i), - (this.request = this.vhs_.xhr( - { uri: i.resolvedUri, withCredentials: this.withCredentials }, - function (e, t) { - if (n.request) { - if ( - ((i.lastRequest = Date.now()), - (i.resolvedUri = Mo( - n.handleManifestRedirects, - i.resolvedUri, - t, - )), - e) - ) - return n.playlistRequestError(n.request, i, r); - n.haveMetadata({ - playlistString: t.responseText, - url: i.uri, - id: i.id, - }), - "HAVE_MASTER" === r - ? n.trigger("loadedmetadata") - : n.trigger("mediachange"); - } - }, - )); - } - } - }), - (t.pause = function () { - this.mediaUpdateTimeout && - (window.clearTimeout(this.mediaUpdateTimeout), - (this.mediaUpdateTimeout = null)), - this.stopRequest(), - "HAVE_NOTHING" === this.state && (this.started = !1), - "SWITCHING_MEDIA" === this.state - ? this.media_ - ? (this.state = "HAVE_METADATA") - : (this.state = "HAVE_MASTER") - : "HAVE_CURRENT_METADATA" === this.state && - (this.state = "HAVE_METADATA"); - }), - (t.load = function (e) { - var t = this; - this.mediaUpdateTimeout && - (window.clearTimeout(this.mediaUpdateTimeout), - (this.mediaUpdateTimeout = null)); - var i = this.media(); - e - ? ((e = i - ? ((i.partTargetDuration || i.targetDuration) / 2) * 1e3 - : 5e3), - (this.mediaUpdateTimeout = window.setTimeout(function () { - (t.mediaUpdateTimeout = null), t.load(); - }, e))) - : this.started - ? i && !i.endList - ? this.trigger("mediaupdatetimeout") - : this.trigger("loadedplaylist") - : this.start(); - }), - (t.updateMediaUpdateTimeout_ = function (e) { - var t = this; - this.mediaUpdateTimeout && - (window.clearTimeout(this.mediaUpdateTimeout), - (this.mediaUpdateTimeout = null)), - this.media() && - !this.media().endList && - (this.mediaUpdateTimeout = window.setTimeout(function () { - (t.mediaUpdateTimeout = null), - t.trigger("mediaupdatetimeout"), - t.updateMediaUpdateTimeout_(e); - }, e)); - }), - (t.start = function () { - var i = this; - if (((this.started = !0), "object" == typeof this.src)) - return ( - this.src.uri || (this.src.uri = window.location.href), - (this.src.resolvedUri = this.src.uri), - void setTimeout(function () { - i.setupInitialPlaylist(i.src); - }, 0) - ); - this.request = this.vhs_.xhr( - { uri: this.src, withCredentials: this.withCredentials }, - function (e, t) { - if (i.request) { - if (((i.request = null), e)) - return ( - (i.error = { - status: t.status, - message: - "HLS playlist request error at URL: " + i.src + ".", - responseText: t.responseText, - code: 2, - }), - "HAVE_NOTHING" === i.state && (i.started = !1), - i.trigger("error") - ); - i.src = Mo(i.handleManifestRedirects, i.src, t); - t = i.parseManifest_({ - manifestString: t.responseText, - url: i.src, - }); - i.setupInitialPlaylist(t); - } - }, - ); - }), - (t.srcUri = function () { - return "string" == typeof this.src ? this.src : this.src.uri; - }), - (t.setupInitialPlaylist = function (e) { - if (((this.state = "HAVE_MASTER"), e.playlists)) - return ( - (this.master = e), - lu(this.master, this.srcUri()), - e.playlists.forEach(function (t) { - (t.segments = hu(t)), - t.segments.forEach(function (e) { - du(e, t.resolvedUri); - }); - }), - this.trigger("loadedplaylist"), - void (this.request || this.media(this.master.playlists[0])) - ); - var t, - i, - n, - r = this.srcUri() || window.location.href; - (this.master = - ((i = su(0, (t = r))), - ((n = { - mediaGroups: { - AUDIO: {}, - VIDEO: {}, - "CLOSED-CAPTIONS": {}, - SUBTITLES: {}, - }, - uri: window.location.href, - resolvedUri: window.location.href, - playlists: [{ uri: t, id: i, resolvedUri: t, attributes: {} }], - }).playlists[i] = n.playlists[0]), - (n.playlists[t] = n.playlists[0]), - n)), - this.haveMetadata({ - playlistObject: e, - url: r, - id: this.master.playlists[0].id, - }), - this.trigger("loadedmetadata"); - }), - e - ); - })(W), - bl = tr.xhr, - Tl = tr.mergeOptions, - zt = Object.freeze({ - __proto__: null, - createTransferableMessage: Tu, - initSegmentId: Su, - segmentKeyId: wu, - hexDump: Eu, - tagDump: function (e) { - e = e.bytes; - return Eu(e); - }, - textRanges: function (e) { - for (var t, i, n = "", r = 0; r < e.length; r++) - n += ((i = r), (t = e).start(i) + "-" + t.end(i) + " "); - return n; - }, - }), - ar = tr.EventTarget, - Sl = tr.mergeOptions, - wl = (function (a) { - function e(e, t, i, n) { - var r; - void 0 === i && (i = {}), - ((r = a.call(this) || this).masterPlaylistLoader_ = n || ft(r)), - n || (r.isMaster_ = !0); - (n = i.withCredentials), - (n = void 0 !== n && n), - (i = i.handleManifestRedirects), - (i = void 0 !== i && i); - if ( - ((r.vhs_ = t), - (r.withCredentials = n), - (r.handleManifestRedirects = i), - !e) - ) - throw new Error("A non-empty playlist URL or object is required"); - return ( - r.on("minimumUpdatePeriod", function () { - r.refreshXml_(); - }), - r.on("mediaupdatetimeout", function () { - r.refreshMedia_(r.media().id); - }), - (r.state = "HAVE_NOTHING"), - (r.loadedPlaylists_ = {}), - (r.logger_ = Ro("DashPlaylistLoader")), - r.isMaster_ - ? ((r.masterPlaylistLoader_.srcUrl = e), - (r.masterPlaylistLoader_.sidxMapping_ = {})) - : (r.childPlaylist_ = e), - r - ); - } - mt(e, a); - var t = e.prototype; - return ( - (t.requestErrored_ = function (e, t, i) { - return ( - !this.request || - ((this.request = null), - e - ? ((this.error = - "object" != typeof e || e instanceof Error - ? { - status: t.status, - message: "DASH request error at URL: " + t.uri, - response: t.response, - code: 2, - } - : e), - i && (this.state = i), - this.trigger("error"), - !0) - : void 0) - ); - }), - (t.addSidxSegments_ = function (a, n, r) { - var s, - o, - u = this, - l = a.sidx && xs(a.sidx); - a.sidx && l && !this.masterPlaylistLoader_.sidxMapping_[l] - ? ((s = Mo(this.handleManifestRedirects, a.sidx.resolvedUri)), - (o = function (e, t) { - if (!u.requestErrored_(e, t, n)) { - var i, - e = u.masterPlaylistLoader_.sidxMapping_; - try { - i = wo(br(t.response).subarray(8)); - } catch (e) { - return void u.requestErrored_(e, t, n); - } - return ( - (e[l] = { sidxInfo: a.sidx, sidx: i }), - ws(a, i, a.sidx.resolvedUri), - r(!0) - ); - } - }), - (this.request = xu(s, this.vhs_.xhr, function (e, t, i, n) { - if (e) return o(e, t); - if (!i || "mp4" !== i) - return o( - { - status: t.status, - message: - "Unsupported " + - (i || "unknown") + - " container type for sidx segment at URL: " + - s, - response: "", - playlist: a, - internal: !0, - blacklistDuration: 1 / 0, - code: 2, - }, - t, - ); - var r = a.sidx.byterange, - i = r.offset, - r = r.length; - if (n.length >= r + i) - return o(e, { - response: n.subarray(i, i + r), - status: t.status, - uri: t.uri, - }); - u.request = u.vhs_.xhr( - { - uri: s, - responseType: "arraybuffer", - headers: vu({ byterange: a.sidx.byterange }), - }, - o, - ); - }))) - : (this.mediaRequest_ = window.setTimeout(function () { - return r(!1); - }, 0)); - }), - (t.dispose = function () { - this.trigger("dispose"), - this.stopRequest(), - (this.loadedPlaylists_ = {}), - window.clearTimeout(this.minimumUpdatePeriodTimeout_), - window.clearTimeout(this.mediaRequest_), - window.clearTimeout(this.mediaUpdateTimeout), - (this.mediaUpdateTimeout = null), - (this.mediaRequest_ = null), - (this.minimumUpdatePeriodTimeout_ = null), - this.masterPlaylistLoader_.createMupOnMedia_ && - (this.off( - "loadedmetadata", - this.masterPlaylistLoader_.createMupOnMedia_, - ), - (this.masterPlaylistLoader_.createMupOnMedia_ = null)), - this.off(); - }), - (t.hasPendingRequest = function () { - return this.request || this.mediaRequest_; - }), - (t.stopRequest = function () { - var e; - this.request && - ((e = this.request), - (this.request = null), - (e.onreadystatechange = null), - e.abort()); - }), - (t.media = function (t) { - var i = this; - if (!t) return this.media_; - if ("HAVE_NOTHING" === this.state) - throw new Error("Cannot switch media playlist from " + this.state); - var n = this.state; - if ("string" == typeof t) { - if (!this.masterPlaylistLoader_.master.playlists[t]) - throw new Error("Unknown playlist URI: " + t); - t = this.masterPlaylistLoader_.master.playlists[t]; - } - var e = !this.media_ || t.id !== this.media_.id; - if ( - e && - this.loadedPlaylists_[t.id] && - this.loadedPlaylists_[t.id].endList - ) - return ( - (this.state = "HAVE_METADATA"), - (this.media_ = t), - void ( - e && - (this.trigger("mediachanging"), this.trigger("mediachange")) - ) - ); - e && - (this.media_ && this.trigger("mediachanging"), - this.addSidxSegments_(t, n, function (e) { - i.haveMetadata({ startingState: n, playlist: t }); - })); - }), - (t.haveMetadata = function (e) { - var t = e.startingState, - e = e.playlist; - (this.state = "HAVE_METADATA"), - (this.loadedPlaylists_[e.id] = e), - (this.mediaRequest_ = null), - this.refreshMedia_(e.id), - "HAVE_MASTER" === t - ? this.trigger("loadedmetadata") - : this.trigger("mediachange"); - }), - (t.pause = function () { - this.masterPlaylistLoader_.createMupOnMedia_ && - (this.off( - "loadedmetadata", - this.masterPlaylistLoader_.createMupOnMedia_, - ), - (this.masterPlaylistLoader_.createMupOnMedia_ = null)), - this.stopRequest(), - window.clearTimeout(this.mediaUpdateTimeout), - (this.mediaUpdateTimeout = null), - this.isMaster_ && - (window.clearTimeout( - this.masterPlaylistLoader_.minimumUpdatePeriodTimeout_, - ), - (this.masterPlaylistLoader_.minimumUpdatePeriodTimeout_ = null)), - "HAVE_NOTHING" === this.state && (this.started = !1); - }), - (t.load = function (e) { - var t = this; - window.clearTimeout(this.mediaUpdateTimeout), - (this.mediaUpdateTimeout = null); - var i = this.media(); - e - ? ((e = i ? (i.targetDuration / 2) * 1e3 : 5e3), - (this.mediaUpdateTimeout = window.setTimeout(function () { - return t.load(); - }, e))) - : this.started - ? i && !i.endList - ? (this.isMaster_ && - !this.minimumUpdatePeriodTimeout_ && - (this.trigger("minimumUpdatePeriod"), - this.updateMinimumUpdatePeriodTimeout_()), - this.trigger("mediaupdatetimeout")) - : this.trigger("loadedplaylist") - : this.start(); - }), - (t.start = function () { - var i = this; - (this.started = !0), - this.isMaster_ - ? this.requestMaster_(function (e, t) { - i.haveMaster_(), - i.hasPendingRequest() || - i.media_ || - i.media(i.masterPlaylistLoader_.master.playlists[0]); - }) - : (this.mediaRequest_ = window.setTimeout(function () { - return i.haveMaster_(); - }, 0)); - }), - (t.requestMaster_ = function (n) { - var r = this; - this.request = this.vhs_.xhr( - { - uri: this.masterPlaylistLoader_.srcUrl, - withCredentials: this.withCredentials, - }, - function (e, t) { - if (!r.requestErrored_(e, t)) { - var i = t.responseText !== r.masterPlaylistLoader_.masterXml_; - return ( - (r.masterPlaylistLoader_.masterXml_ = t.responseText), - t.responseHeaders && t.responseHeaders.date - ? (r.masterLoaded_ = Date.parse(t.responseHeaders.date)) - : (r.masterLoaded_ = Date.now()), - (r.masterPlaylistLoader_.srcUrl = Mo( - r.handleManifestRedirects, - r.masterPlaylistLoader_.srcUrl, - t, - )), - i - ? (r.handleMaster_(), - void r.syncClientServerClock_(function () { - return n(t, i); - })) - : n(t, i) - ); - } - "HAVE_NOTHING" === r.state && (r.started = !1); - }, - ); - }), - (t.syncClientServerClock_ = function (i) { - var n = this, - r = Zs(this.masterPlaylistLoader_.masterXml_); - return null === r - ? ((this.masterPlaylistLoader_.clientOffset_ = - this.masterLoaded_ - Date.now()), - i()) - : "DIRECT" === r.method - ? ((this.masterPlaylistLoader_.clientOffset_ = - r.value - Date.now()), - i()) - : void (this.request = this.vhs_.xhr( - { - uri: pl(this.masterPlaylistLoader_.srcUrl, r.value), - method: r.method, - withCredentials: this.withCredentials, - }, - function (e, t) { - if (n.request) { - if (e) - return ( - (n.masterPlaylistLoader_.clientOffset_ = - n.masterLoaded_ - Date.now()), - i() - ); - t = - "HEAD" === r.method - ? t.responseHeaders && t.responseHeaders.date - ? Date.parse(t.responseHeaders.date) - : n.masterLoaded_ - : Date.parse(t.responseText); - (n.masterPlaylistLoader_.clientOffset_ = t - Date.now()), - i(); - } - }, - )); - }), - (t.haveMaster_ = function () { - (this.state = "HAVE_MASTER"), - this.isMaster_ - ? this.trigger("loadedplaylist") - : this.media_ || this.media(this.childPlaylist_); - }), - (t.handleMaster_ = function () { - this.mediaRequest_ = null; - var e, - t, - i, - n, - r = this.masterPlaylistLoader_.master, - t = - ((a = { - masterXml: this.masterPlaylistLoader_.masterXml_, - srcUrl: this.masterPlaylistLoader_.srcUrl, - clientOffset: this.masterPlaylistLoader_.clientOffset_, - sidxMapping: this.masterPlaylistLoader_.sidxMapping_, - previousManifest: r, - }), - (e = a.masterXml), - (t = a.srcUrl), - (i = a.clientOffset), - (n = a.sidxMapping), - (a = a.previousManifest), - (a = Js(e, { - manifestUri: t, - clientOffset: i, - sidxMapping: n, - previousManifest: a, - })), - lu(a, t), - a); - r && - (t = (function (e, t, i) { - for ( - var a = !0, - s = Sl(e, { - duration: t.duration, - minimumUpdatePeriod: t.minimumUpdatePeriod, - timelineStarts: t.timelineStarts, - }), - n = 0; - n < t.playlists.length; - n++ - ) { - var r, - o = t.playlists[n]; - o.sidx && - ((r = xs(o.sidx)), - i && - i[r] && - i[r].sidx && - ws(o, i[r].sidx, o.sidx.resolvedUri)); - o = fu(s, o, Au); - o && ((s = o), (a = !1)); - } - return ( - ou(t, function (e, t, i, n) { - var r; - e.playlists && - e.playlists.length && - ((r = e.playlists[0].id), - (e = fu(s, e.playlists[0], Au)) && - (((s = e).mediaGroups[t][i][n].playlists[0] = - s.playlists[r]), - (a = !1))); - }), - (a = t.minimumUpdatePeriod === e.minimumUpdatePeriod && a) - ? null - : s - ); - })(r, t, this.masterPlaylistLoader_.sidxMapping_)), - (this.masterPlaylistLoader_.master = t || r); - var a = - this.masterPlaylistLoader_.master.locations && - this.masterPlaylistLoader_.master.locations[0]; - return ( - a && - a !== this.masterPlaylistLoader_.srcUrl && - (this.masterPlaylistLoader_.srcUrl = a), - (!r || (t && t.minimumUpdatePeriod !== r.minimumUpdatePeriod)) && - this.updateMinimumUpdatePeriodTimeout_(), - Boolean(t) - ); - }), - (t.updateMinimumUpdatePeriodTimeout_ = function () { - var e = this.masterPlaylistLoader_; - e.createMupOnMedia_ && - (e.off("loadedmetadata", e.createMupOnMedia_), - (e.createMupOnMedia_ = null)), - e.minimumUpdatePeriodTimeout_ && - (window.clearTimeout(e.minimumUpdatePeriodTimeout_), - (e.minimumUpdatePeriodTimeout_ = null)); - var t = e.master && e.master.minimumUpdatePeriod; - 0 === t && - (e.media() - ? (t = 1e3 * e.media().targetDuration) - : ((e.createMupOnMedia_ = e.updateMinimumUpdatePeriodTimeout_), - e.one("loadedmetadata", e.createMupOnMedia_))), - "number" != typeof t || t <= 0 - ? t < 0 && - this.logger_( - "found invalid minimumUpdatePeriod of " + - t + - ", not setting a timeout", - ) - : this.createMUPTimeout_(t); - }), - (t.createMUPTimeout_ = function (e) { - var t = this.masterPlaylistLoader_; - t.minimumUpdatePeriodTimeout_ = window.setTimeout(function () { - (t.minimumUpdatePeriodTimeout_ = null), - t.trigger("minimumUpdatePeriod"), - t.createMUPTimeout_(e); - }, e); - }), - (t.refreshXml_ = function () { - var i = this; - this.requestMaster_(function (e, t) { - var r, a; - t && - (i.media_ && - (i.media_ = - i.masterPlaylistLoader_.master.playlists[i.media_.id]), - (i.masterPlaylistLoader_.sidxMapping_ = - ((t = i.masterPlaylistLoader_.master), - (r = i.masterPlaylistLoader_.sidxMapping_), - (a = Pu(t.playlists, r)), - ou(t, function (e, t, i, n) { - e.playlists && - e.playlists.length && - ((e = e.playlists), (a = Sl(a, Pu(e, r)))); - }), - a)), - i.addSidxSegments_(i.media(), i.state, function (e) { - i.refreshMedia_(i.media().id); - })); - }); - }), - (t.refreshMedia_ = function (e) { - var t = this; - if (!e) throw new Error("refreshMedia_ must take a media id"); - this.media_ && this.isMaster_ && this.handleMaster_(); - var i = this.masterPlaylistLoader_.master.playlists, - n = !this.media_ || this.media_ !== i[e]; - n ? 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F : B)(e, t); - }); - n = function () { - return u(T.ftyp, S, w, S, E); - }; - function W(e, t) { - var i = { - size: 0, - flags: { - isLeading: 0, - dependsOn: 1, - isDependedOn: 0, - hasRedundancy: 0, - degradationPriority: 0, - isNonSyncSample: 1, - }, - }; - return ( - (i.dataOffset = t), - (i.compositionTimeOffset = e.pts - e.dts), - (i.duration = e.duration), - (i.size = 4 * e.length), - (i.size += e.byteLength), - e.keyFrame && - ((i.flags.dependsOn = 2), (i.flags.isNonSyncSample = 0)), - i - ); - } - function G(e) { - for (var t = []; e--; ) t.push(0); - return t; - } - function z() { - var e, i; - return ( - X || - ((e = { - 96e3: [ie, [227, 64], G(154), [56]], - 88200: [ie, [231], G(170), [56]], - 64e3: [ie, [248, 192], G(240), [56]], - 48e3: [ie, [255, 192], G(268), [55, 148, 128], G(54), [112]], - 44100: [ie, [255, 192], G(268), [55, 163, 128], G(84), [112]], - 32e3: [ie, [255, 192], G(268), [55, 234], G(226), [112]], - 24e3: [ - ie, - [255, 192], - G(268), - [55, 255, 128], - G(268), - [111, 112], - G(126), - [224], - ], - 16e3: [ - ie, - [255, 192], - G(268), - [55, 255, 128], - G(268), - [111, 255], - G(269), - [223, 108], - G(195), - [1, 192], - ], - 12e3: [ - ne, - G(268), - [3, 127, 248], - G(268), - [6, 255, 240], - G(268), - [13, 255, 224], - G(268), - [27, 253, 128], - G(259), - [56], - ], - 11025: [ - ne, - G(268), - [3, 127, 248], - G(268), - [6, 255, 240], - G(268), - [13, 255, 224], - G(268), - [27, 255, 192], - G(268), - [55, 175, 128], - G(108), - [112], - ], - 8e3: [ne, G(268), [3, 121, 16], G(47), [7]], - }), - (i = e), - (X = Object.keys(i).reduce(function (e, t) { - return ( - (e[t] = new Uint8Array( - i[t].reduce(function (e, t) { - return e.concat(t); - }, []), - )), - e - ); - }, {}))), - X - ); - } - var X, - K = function (e) { - return u(T.mdat, e); - }, - Y = We, - Q = function (e) { - var t = n(), - i = s(e), - e = new Uint8Array(t.byteLength + i.byteLength); - return e.set(t), e.set(i, t.byteLength), e; - }, - $ = function (e) { - var t, - i, - n = [], - r = []; - for ( - r.byteLength = 0, - r.nalCount = 0, - r.duration = 0, - t = n.byteLength = 0; - t < e.length; - t++ - ) - "access_unit_delimiter_rbsp" === (i = e[t]).nalUnitType - ? 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(e.minSegmentPts = t.pts) - : (e.minSegmentPts = Math.min(e.minSegmentPts, t.pts)), - void 0 === e.maxSegmentPts - ? (e.maxSegmentPts = t.pts) - : (e.maxSegmentPts = Math.max(e.maxSegmentPts, t.pts))), - "number" == typeof t.dts && - (void 0 === e.timelineStartInfo.dts && - (e.timelineStartInfo.dts = t.dts), - void 0 === e.minSegmentDts - ? (e.minSegmentDts = t.dts) - : (e.minSegmentDts = Math.min(e.minSegmentDts, t.dts)), - void 0 === e.maxSegmentDts - ? (e.maxSegmentDts = t.dts) - : (e.maxSegmentDts = Math.max(e.maxSegmentDts, t.dts))); - }, - Se = function (e) { - for ( - var t = 0, - i = { payloadType: -1, payloadSize: 0 }, - n = 0, - r = 0; - t < e.byteLength && 128 !== e[t]; - - ) { - for (; 255 === e[t]; ) (n += 255), t++; - for (n += e[t++]; 255 === e[t]; ) (r += 255), t++; - if (((r += e[t++]), !i.payload && 4 === n)) { - if ( - "GA94" === - String.fromCharCode(e[t + 3], e[t + 4], e[t + 5], e[t + 6]) - ) { - (i.payloadType = n), - (i.payloadSize = r), - (i.payload = e.subarray(t, t + r)); - break; - } - i.payload = void 0; - } - (t += r), (r = n = 0); - } - return i; - }, - we = function (e) { - return 181 !== e.payload[0] || - 49 != ((e.payload[1] << 8) | e.payload[2]) || - "GA94" !== - String.fromCharCode( - e.payload[3], - e.payload[4], - e.payload[5], - e.payload[6], - ) || - 3 !== e.payload[7] - ? null - : e.payload.subarray(8, e.payload.length - 1); - }, - Ee = function (e, t) { - var i, - n, - r, - a, - s = []; - if (!(64 & t[0])) return s; - for (n = 31 & t[0], i = 0; i < n; i++) - (a = { type: 3 & t[2 + (r = 3 * i)], pts: e }), - 4 & t[2 + r] && - ((a.ccData = (t[3 + r] << 8) | t[4 + r]), s.push(a)); - return s; - }, - ke = function (e) { - for (var t = e.byteLength, i = [], n = 1; n < t - 2; ) - 0 === e[n] && 0 === e[n + 1] && 3 === e[n + 2] - ? (i.push(n + 2), (n += 2)) - : n++; - if (0 === i.length) return e; - for ( - var r = t - i.length, a = new Uint8Array(r), s = 0, n = 0; - n < r; - s++, n++ - ) - s === i[0] && (s++, i.shift()), (a[n] = e[s]); - return a; - }, - Ce = 4, - Ie = function e(t) { - (t = t || {}), - e.prototype.init.call(this), - (this.parse708captions_ = - "boolean" != typeof t.parse708captions || t.parse708captions), - (this.captionPackets_ = []), - (this.ccStreams_ = [ - new Ue(0, 0), - new Ue(0, 1), - new Ue(1, 0), - new Ue(1, 1), - ]), - this.parse708captions_ && - (this.cc708Stream_ = new De({ - captionServices: t.captionServices, - })), - this.reset(), - this.ccStreams_.forEach(function (e) { - e.on("data", this.trigger.bind(this, "data")), - e.on("partialdone", this.trigger.bind(this, "partialdone")), - e.on("done", this.trigger.bind(this, "done")); - }, this), - this.parse708captions_ && - (this.cc708Stream_.on( - "data", - this.trigger.bind(this, "data"), - ), - this.cc708Stream_.on( - "partialdone", - this.trigger.bind(this, "partialdone"), - ), - this.cc708Stream_.on( - "done", - this.trigger.bind(this, "done"), - )); - }; - ((Ie.prototype = new j()).push = function (e) { - var t, i; - if ( - "sei_rbsp" === e.nalUnitType && - (t = Se(e.escapedRBSP)).payload && - t.payloadType === Ce && - (i = we(t)) - ) - if (e.dts < this.latestDts_) this.ignoreNextEqualDts_ = !0; - else { - if (e.dts === this.latestDts_ && this.ignoreNextEqualDts_) - return ( - this.numSameDts_--, - void (this.numSameDts_ || (this.ignoreNextEqualDts_ = !1)) - ); - (i = Ee(e.pts, i)), - (this.captionPackets_ = this.captionPackets_.concat(i)), - this.latestDts_ !== e.dts && (this.numSameDts_ = 0), - this.numSameDts_++, - (this.latestDts_ = e.dts); - } - }), - (Ie.prototype.flushCCStreams = function (t) { - this.ccStreams_.forEach(function (e) { - return "flush" === t ? e.flush() : e.partialFlush(); - }, this); - }), - (Ie.prototype.flushStream = function (e) { - this.captionPackets_.length && - (this.captionPackets_.forEach(function (e, t) { - e.presortIndex = t; - }), - this.captionPackets_.sort(function (e, t) { - return e.pts === t.pts - ? e.presortIndex - t.presortIndex - : e.pts - t.pts; - }), - this.captionPackets_.forEach(function (e) { - e.type < 2 - ? this.dispatchCea608Packet(e) - : this.dispatchCea708Packet(e); - }, this), - (this.captionPackets_.length = 0)), - this.flushCCStreams(e); - }), - (Ie.prototype.flush = function () { - return this.flushStream("flush"); - }), - (Ie.prototype.partialFlush = function () { - return this.flushStream("partialFlush"); - }), - (Ie.prototype.reset = function () { - (this.latestDts_ = null), - (this.ignoreNextEqualDts_ = !1), - (this.numSameDts_ = 0), - (this.activeCea608Channel_ = [null, null]), - this.ccStreams_.forEach(function (e) { - e.reset(); - }); - }), - (Ie.prototype.dispatchCea608Packet = function (e) { - this.setsTextOrXDSActive(e) - ? (this.activeCea608Channel_[e.type] = null) - : this.setsChannel1Active(e) - ? (this.activeCea608Channel_[e.type] = 0) - : this.setsChannel2Active(e) && - (this.activeCea608Channel_[e.type] = 1), - null !== this.activeCea608Channel_[e.type] && - this.ccStreams_[ - (e.type << 1) + this.activeCea608Channel_[e.type] - ].push(e); - }), - (Ie.prototype.setsChannel1Active = function (e) { - return 4096 == (30720 & e.ccData); - }), - (Ie.prototype.setsChannel2Active = function (e) { - return 6144 == (30720 & e.ccData); - }), - (Ie.prototype.setsTextOrXDSActive = function (e) { - return ( - 256 == (28928 & e.ccData) || - 4138 == (30974 & e.ccData) || - 6186 == (30974 & e.ccData) - ); - }), - (Ie.prototype.dispatchCea708Packet = function (e) { - this.parse708captions_ && this.cc708Stream_.push(e); - }); - function xe(e) { - return (32 <= e && e <= 127) || (160 <= e && e <= 255); - } - function Ae(e) { - (this.windowNum = e), this.reset(); - } - var Pe = { - 127: 9834, - 4128: 32, - 4129: 160, - 4133: 8230, - 4138: 352, - 4140: 338, - 4144: 9608, - 4145: 8216, - 4146: 8217, - 4147: 8220, - 4148: 8221, - 4149: 8226, - 4153: 8482, - 4154: 353, - 4156: 339, - 4157: 8480, - 4159: 376, - 4214: 8539, - 4215: 8540, - 4216: 8541, - 4217: 8542, - 4218: 9168, - 4219: 9124, - 4220: 9123, - 4221: 9135, - 4222: 9126, - 4223: 9121, - 4256: 12600, - }; - (Ae.prototype.reset = function () { - this.clearText(), - (this.pendingNewLine = !1), - (this.winAttr = {}), - (this.penAttr = {}), - (this.penLoc = {}), - (this.penColor = {}), - (this.visible = 0), - (this.rowLock = 0), - (this.columnLock = 0), - (this.priority = 0), - (this.relativePositioning = 0), - (this.anchorVertical = 0), - (this.anchorHorizontal = 0), - (this.anchorPoint = 0), - (this.rowCount = 1), - (this.virtualRowCount = this.rowCount + 1), - (this.columnCount = 41), - (this.windowStyle = 0), - (this.penStyle = 0); - }), - (Ae.prototype.getText = function () { - return this.rows.join("\n"); - }), - (Ae.prototype.clearText = function () { - (this.rows = [""]), (this.rowIdx = 0); - }), - (Ae.prototype.newLine = function (e) { - for ( - this.rows.length >= this.virtualRowCount && - "function" == typeof this.beforeRowOverflow && - this.beforeRowOverflow(e), - 0 < this.rows.length && (this.rows.push(""), this.rowIdx++); - this.rows.length > this.virtualRowCount; - - ) - this.rows.shift(), this.rowIdx--; - }), - (Ae.prototype.isEmpty = function () { - return ( - 0 === this.rows.length || - (1 === this.rows.length && "" === this.rows[0]) - ); - }), - (Ae.prototype.addText = function (e) { - this.rows[this.rowIdx] += e; - }), - (Ae.prototype.backspace = function () { - var e; - this.isEmpty() || - ((e = this.rows[this.rowIdx]), - (this.rows[this.rowIdx] = e.substr(0, e.length - 1))); - }); - function Le(e, t, i) { - (this.serviceNum = e), - (this.text = ""), - (this.currentWindow = new Ae(-1)), - (this.windows = []), - (this.stream = i), - "string" == typeof t && this.createTextDecoder(t); - } - (Le.prototype.init = function (e, t) { - this.startPts = e; - for (var i = 0; i < 8; i++) - (this.windows[i] = new Ae(i)), - "function" == typeof t && - (this.windows[i].beforeRowOverflow = t); - }), - (Le.prototype.setCurrentWindow = function (e) { - this.currentWindow = this.windows[e]; - }), - (Le.prototype.createTextDecoder = function (t) { - if ("undefined" == typeof TextDecoder) - this.stream.trigger("log", { - level: "warn", - message: - "The `encoding` option is unsupported without TextDecoder support", - }); - else - try { - this.textDecoder_ = new TextDecoder(t); - } catch (e) { - this.stream.trigger("log", { - level: "warn", - message: - "TextDecoder could not be created with " + - t + - " encoding. " + - e, - }); - } - }); - var De = function e(t) { - (t = t || {}), e.prototype.init.call(this); - var i, - n = this, - r = t.captionServices || {}, - a = {}; - Object.keys(r).forEach(function (e) { - (i = r[e]), /^SERVICE/.test(e) && (a[e] = i.encoding); - }), - (this.serviceEncodings = a), - (this.current708Packet = null), - (this.services = {}), - (this.push = function (e) { - (3 === e.type || null === n.current708Packet) && - n.new708Packet(), - n.add708Bytes(e); - }); - }; - (De.prototype = new j()), - (De.prototype.new708Packet = function () { - null !== this.current708Packet && this.push708Packet(), - (this.current708Packet = { data: [], ptsVals: [] }); - }), - (De.prototype.add708Bytes = function (e) { - var t = e.ccData, - i = t >>> 8, - t = 255 & t; - this.current708Packet.ptsVals.push(e.pts), - this.current708Packet.data.push(i), - this.current708Packet.data.push(t); - }), - (De.prototype.push708Packet = function () { - var e, - t = this.current708Packet, - i = t.data, - n = null, - r = 0, - a = i[r++]; - for (t.seq = a >> 6, t.sizeCode = 63 & a; r < i.length; r++) - (e = 31 & (a = i[r++])), - 7 === (n = a >> 5) && 0 < e && (n = i[r++]), - this.pushServiceBlock(n, r, e), - 0 < e && (r += e - 1); - }), - (De.prototype.pushServiceBlock = function (e, t, i) { - for ( - var n, - r = t, - a = this.current708Packet.data, - s = (s = this.services[e]) || this.initService(e, r); - r < t + i && r < a.length; - r++ - ) - (n = a[r]), - xe(n) - ? (r = this.handleText(r, s)) - : 24 === n - ? (r = this.multiByteCharacter(r, s)) - : 16 === n - ? (r = this.extendedCommands(r, s)) - : 128 <= n && n <= 135 - ? (r = this.setCurrentWindow(r, s)) - : 152 <= n && n <= 159 - ? (r = this.defineWindow(r, s)) - : 136 === n - ? (r = this.clearWindows(r, s)) - : 140 === n - ? (r = this.deleteWindows(r, s)) - : 137 === n - ? (r = this.displayWindows(r, s)) - : 138 === n - ? (r = this.hideWindows(r, s)) - : 139 === n - ? (r = this.toggleWindows(r, s)) - : 151 === n - ? (r = this.setWindowAttributes(r, s)) - : 144 === n - ? (r = this.setPenAttributes(r, s)) - : 145 === n - ? (r = this.setPenColor(r, s)) - : 146 === n - ? (r = this.setPenLocation(r, s)) - : 143 === n - ? (s = this.reset(r, s)) - : 8 === n - ? s.currentWindow.backspace() - : 12 === n - ? s.currentWindow.clearText() - : 13 === n - ? (s.currentWindow.pendingNewLine = - !0) - : 14 === n - ? s.currentWindow.clearText() - : 141 === n && r++; - }), - (De.prototype.extendedCommands = function (e, t) { - var i = this.current708Packet.data[++e]; - return (e = xe(i) - ? this.handleText(e, t, { isExtended: !0 }) - : e); - }), - (De.prototype.getPts = function (e) { - return this.current708Packet.ptsVals[Math.floor(e / 2)]; - }), - (De.prototype.initService = function (t, e) { - var i, - n = "SERVICE" + t, - r = this; - return ( - n in this.serviceEncodings && (i = this.serviceEncodings[n]), - (this.services[t] = new Le(t, i, r)), - this.services[t].init(this.getPts(e), function (e) { - r.flushDisplayed(e, r.services[t]); - }), - this.services[t] - ); - }), - (De.prototype.handleText = function (e, t, i) { - var n, - r = i && i.isExtended, - a = i && i.isMultiByte, - s = this.current708Packet.data, - o = r ? 4096 : 0, - u = s[e], - i = s[e + 1], - s = t.currentWindow, - l = - t.textDecoder_ && !r - ? (a ? ((n = [u, i]), e++) : (n = [u]), - t.textDecoder_.decode(new Uint8Array(n))) - : ((l = Pe[(u = o | u)] || u), - 4096 & u && u === l ? "" : String.fromCharCode(l)); - return ( - s.pendingNewLine && !s.isEmpty() && s.newLine(this.getPts(e)), - (s.pendingNewLine = !1), - s.addText(l), - e - ); - }), - (De.prototype.multiByteCharacter = function (e, t) { - var i = this.current708Packet.data, - n = i[e + 1], - i = i[e + 2]; - return (e = - xe(n) && xe(i) - ? this.handleText(++e, t, { isMultiByte: !0 }) - : e); - }), - (De.prototype.setCurrentWindow = function (e, t) { - var i = this.current708Packet.data[e]; - return t.setCurrentWindow(7 & i), e; - }), - (De.prototype.defineWindow = function (e, t) { - var i = this.current708Packet.data, - n = i[e]; - t.setCurrentWindow(7 & n); - (t = t.currentWindow), (n = i[++e]); - return ( - (t.visible = (32 & n) >> 5), - (t.rowLock = (16 & n) >> 4), - (t.columnLock = (8 & n) >> 3), - (t.priority = 7 & n), - (n = i[++e]), - (t.relativePositioning = (128 & n) >> 7), - (t.anchorVertical = 127 & n), - (n = i[++e]), - (t.anchorHorizontal = n), - (n = i[++e]), - (t.anchorPoint = (240 & n) >> 4), - (t.rowCount = 15 & n), - (n = i[++e]), - (t.columnCount = 63 & n), - (n = i[++e]), - (t.windowStyle = (56 & n) >> 3), - (t.penStyle = 7 & n), - (t.virtualRowCount = t.rowCount + 1), - e - ); - }), - (De.prototype.setWindowAttributes = function (e, t) { - var i = this.current708Packet.data, - n = i[e], - t = t.currentWindow.winAttr, - n = i[++e]; - return ( - (t.fillOpacity = (192 & n) >> 6), - (t.fillRed = (48 & n) >> 4), - (t.fillGreen = (12 & n) >> 2), - (t.fillBlue = 3 & n), - (n = i[++e]), - (t.borderType = (192 & n) >> 6), - (t.borderRed = (48 & n) >> 4), - (t.borderGreen = (12 & n) >> 2), - (t.borderBlue = 3 & n), - (n = i[++e]), - (t.borderType += (128 & n) >> 5), - (t.wordWrap = (64 & n) >> 6), - (t.printDirection = (48 & n) >> 4), - (t.scrollDirection = (12 & n) >> 2), - (t.justify = 3 & n), - (n = i[++e]), - (t.effectSpeed = (240 & n) >> 4), - (t.effectDirection = (12 & n) >> 2), - (t.displayEffect = 3 & n), - e - ); - }), - (De.prototype.flushDisplayed = function (e, t) { - for (var i = [], n = 0; n < 8; n++) - t.windows[n].visible && - !t.windows[n].isEmpty() && - i.push(t.windows[n].getText()); - (t.endPts = e), - (t.text = i.join("\n\n")), - this.pushCaption(t), - (t.startPts = e); - }), - (De.prototype.pushCaption = function (e) { - "" !== e.text && - (this.trigger("data", { - startPts: e.startPts, - endPts: e.endPts, - text: e.text, - stream: "cc708_" + e.serviceNum, - }), - (e.text = ""), - (e.startPts = e.endPts)); - }), - (De.prototype.displayWindows = function (e, t) { - var i = this.current708Packet.data[++e], - n = this.getPts(e); - this.flushDisplayed(n, t); - for (var r = 0; r < 8; r++) - i & (1 << r) && (t.windows[r].visible = 1); - return e; - }), - (De.prototype.hideWindows = function (e, t) { - var i = this.current708Packet.data[++e], - n = this.getPts(e); - this.flushDisplayed(n, t); - for (var r = 0; r < 8; r++) - i & (1 << r) && (t.windows[r].visible = 0); - return e; - }), - (De.prototype.toggleWindows = function (e, t) { - var i = this.current708Packet.data[++e], - n = this.getPts(e); - this.flushDisplayed(n, t); - for (var r = 0; r < 8; r++) - i & (1 << r) && (t.windows[r].visible ^= 1); - return e; - }), - (De.prototype.clearWindows = function (e, t) { - var i = this.current708Packet.data[++e], - n = this.getPts(e); - this.flushDisplayed(n, t); - for (var r = 0; r < 8; r++) - i & (1 << r) && t.windows[r].clearText(); - return e; - }), - (De.prototype.deleteWindows = function (e, t) { - var i = this.current708Packet.data[++e], - n = this.getPts(e); - this.flushDisplayed(n, t); - for (var r = 0; r < 8; r++) i & (1 << r) && t.windows[r].reset(); - return e; - }), - (De.prototype.setPenAttributes = function (e, t) { - var i = this.current708Packet.data, - n = i[e], - t = t.currentWindow.penAttr, - n = i[++e]; - return ( - (t.textTag = (240 & n) >> 4), - (t.offset = (12 & n) >> 2), - (t.penSize = 3 & n), - (n = i[++e]), - (t.italics = (128 & n) >> 7), - (t.underline = (64 & n) >> 6), - (t.edgeType = (56 & n) >> 3), - (t.fontStyle = 7 & n), - e - ); - }), - (De.prototype.setPenColor = function (e, t) { - var i = this.current708Packet.data, - n = i[e], - t = t.currentWindow.penColor, - n = i[++e]; - return ( - (t.fgOpacity = (192 & n) >> 6), - (t.fgRed = (48 & n) >> 4), - (t.fgGreen = (12 & n) >> 2), - (t.fgBlue = 3 & n), - (n = i[++e]), - (t.bgOpacity = (192 & n) >> 6), - (t.bgRed = (48 & n) >> 4), - (t.bgGreen = (12 & n) >> 2), - (t.bgBlue = 3 & n), - (n = i[++e]), - (t.edgeRed = (48 & n) >> 4), - (t.edgeGreen = (12 & n) >> 2), - (t.edgeBlue = 3 & n), - e - ); - }), - (De.prototype.setPenLocation = function (e, t) { - var i = this.current708Packet.data, - n = i[e], - r = t.currentWindow.penLoc; - return ( - (t.currentWindow.pendingNewLine = !0), - (n = i[++e]), - (r.row = 15 & n), - (n = i[++e]), - (r.column = 63 & n), - e - ); - }), - (De.prototype.reset = function (e, t) { - var i = this.getPts(e); - return ( - this.flushDisplayed(i, t), this.initService(t.serviceNum, e) - ); - }); - function Oe(e) { - return null === e ? "" : ((e = Re[e] || e), String.fromCharCode(e)); - } - function Me() { - for (var e = [], t = 15; t--; ) e.push(""); - return e; - } - var Re = { - 42: 225, - 92: 233, - 94: 237, - 95: 243, - 96: 250, - 123: 231, - 124: 247, - 125: 209, - 126: 241, - 127: 9608, - 304: 174, - 305: 176, - 306: 189, - 307: 191, - 308: 8482, - 309: 162, - 310: 163, - 311: 9834, - 312: 224, - 313: 160, - 314: 232, - 315: 226, - 316: 234, - 317: 238, - 318: 244, - 319: 251, - 544: 193, - 545: 201, - 546: 211, - 547: 218, - 548: 220, - 549: 252, - 550: 8216, - 551: 161, - 552: 42, - 553: 39, - 554: 8212, - 555: 169, - 556: 8480, - 557: 8226, - 558: 8220, - 559: 8221, - 560: 192, - 561: 194, - 562: 199, - 563: 200, - 564: 202, - 565: 203, - 566: 235, - 567: 206, - 568: 207, - 569: 239, - 570: 212, - 571: 217, - 572: 249, - 573: 219, - 574: 171, - 575: 187, - 800: 195, - 801: 227, - 802: 205, - 803: 204, - 804: 236, - 805: 210, - 806: 242, - 807: 213, - 808: 245, - 809: 123, - 810: 125, - 811: 92, - 812: 94, - 813: 95, - 814: 124, - 815: 126, - 816: 196, - 817: 228, - 818: 214, - 819: 246, - 820: 223, - 821: 165, - 822: 164, - 823: 9474, - 824: 197, - 825: 229, - 826: 216, - 827: 248, - 828: 9484, - 829: 9488, - 830: 9492, - 831: 9496, - }, - Ne = [ - 4352, 4384, 4608, 4640, 5376, 5408, 5632, 5664, 5888, 5920, 4096, - 4864, 4896, 5120, 5152, - ], - Ue = function e(t, i) { - e.prototype.init.call(this), - (this.field_ = t || 0), - (this.dataChannel_ = i || 0), - (this.name_ = - "CC" + (1 + ((this.field_ << 1) | this.dataChannel_))), - this.setConstants(), - this.reset(), - (this.push = function (e) { - var t, - i, - n, - r, - a = 32639 & e.ccData; - a !== this.lastControlCode_ - ? (4096 == (61440 & a) - ? (this.lastControlCode_ = a) - : a !== this.PADDING_ && (this.lastControlCode_ = null), - (t = a >>> 8), - (i = 255 & a), - a === this.PADDING_ || - (a === this.RESUME_CAPTION_LOADING_ - ? (this.mode_ = "popOn") - : a === this.END_OF_CAPTION_ - ? ((this.mode_ = "popOn"), - this.clearFormatting(e.pts), - this.flushDisplayed(e.pts), - (r = this.displayed_), - (this.displayed_ = this.nonDisplayed_), - (this.nonDisplayed_ = r), - (this.startPts_ = e.pts)) - : a === this.ROLL_UP_2_ROWS_ - ? ((this.rollUpRows_ = 2), this.setRollUp(e.pts)) - : a === this.ROLL_UP_3_ROWS_ - ? ((this.rollUpRows_ = 3), - this.setRollUp(e.pts)) - : a === this.ROLL_UP_4_ROWS_ - ? ((this.rollUpRows_ = 4), - this.setRollUp(e.pts)) - : a === this.CARRIAGE_RETURN_ - ? (this.clearFormatting(e.pts), - this.flushDisplayed(e.pts), - this.shiftRowsUp_(), - (this.startPts_ = e.pts)) - : a === this.BACKSPACE_ - ? "popOn" === this.mode_ - ? (this.nonDisplayed_[this.row_] = - this.nonDisplayed_[this.row_].slice( - 0, - -1, - )) - : (this.displayed_[this.row_] = - this.displayed_[this.row_].slice( - 0, - -1, - )) - : a === this.ERASE_DISPLAYED_MEMORY_ - ? (this.flushDisplayed(e.pts), - (this.displayed_ = Me())) - : a === this.ERASE_NON_DISPLAYED_MEMORY_ - ? (this.nonDisplayed_ = Me()) - : a === this.RESUME_DIRECT_CAPTIONING_ - ? ("paintOn" !== this.mode_ && - (this.flushDisplayed(e.pts), - (this.displayed_ = Me())), - (this.mode_ = "paintOn"), - (this.startPts_ = e.pts)) - : this.isSpecialCharacter(t, i) - ? ((n = Oe( - (t = (3 & t) << 8) | i, - )), - this[this.mode_](e.pts, n), - this.column_++) - : this.isExtCharacter(t, i) - ? ("popOn" === this.mode_ - ? (this.nonDisplayed_[ - this.row_ - ] = this.nonDisplayed_[ - this.row_ - ].slice(0, -1)) - : (this.displayed_[ - this.row_ - ] = this.displayed_[ - this.row_ - ].slice(0, -1)), - (n = Oe( - (t = (3 & t) << 8) | i, - )), - this[this.mode_](e.pts, n), - this.column_++) - : this.isMidRowCode(t, i) - ? (this.clearFormatting( - e.pts, - ), - this[this.mode_]( - e.pts, - " ", - ), - this.column_++, - 14 == (14 & i) && - this.addFormatting( - e.pts, - ["i"], - ), - 1 == (1 & i) && - this.addFormatting( - e.pts, - ["u"], - )) - : this.isOffsetControlCode( - t, - i, - ) - ? (this.column_ += 3 & i) - : this.isPAC(t, i) - ? ((r = Ne.indexOf( - 7968 & a, - )), - "rollUp" === - this.mode_ && - (r - - this.rollUpRows_ + - 1 < - 0 && - (r = - this.rollUpRows_ - - 1), - this.setRollUp( - e.pts, - r, - )), - r !== this.row_ && - (this.clearFormatting( - e.pts, - ), - (this.row_ = r)), - 1 & i && - -1 === - this.formatting_.indexOf( - "u", - ) && - this.addFormatting( - e.pts, - ["u"], - ), - 16 == (16 & a) && - (this.column_ = - 4 * - ((14 & a) >> 1)), - this.isColorPAC(i) && - 14 == (14 & i) && - this.addFormatting( - e.pts, - ["i"], - )) - : this.isNormalChar(t) && - (0 === i && (i = null), - (n = Oe(t)), - (n += Oe(i)), - this[this.mode_]( - e.pts, - n, - ), - (this.column_ += - n.length)))) - : (this.lastControlCode_ = null); - }); - }; - (Ue.prototype = new j()), - (Ue.prototype.flushDisplayed = function (e) { - var t = this.displayed_ - .map(function (e, t) { - try { - return e.trim(); - } catch (e) { - return ( - this.trigger("log", { - level: "warn", - message: - "Skipping a malformed 608 caption at index " + - t + - ".", - }), - "" - ); - } - }, this) - .join("\n") - .replace(/^\n+|\n+$/g, ""); - t.length && - this.trigger("data", { - startPts: this.startPts_, - endPts: e, - text: t, - stream: this.name_, - }); - }), - (Ue.prototype.reset = function () { - (this.mode_ = "popOn"), - (this.topRow_ = 0), - (this.startPts_ = 0), - (this.displayed_ = Me()), - (this.nonDisplayed_ = Me()), - (this.lastControlCode_ = null), - (this.column_ = 0), - (this.row_ = 14), - (this.rollUpRows_ = 2), - (this.formatting_ = []); - }), - (Ue.prototype.setConstants = function () { - 0 === this.dataChannel_ - ? ((this.BASE_ = 16), - (this.EXT_ = 17), - (this.CONTROL_ = (20 | this.field_) << 8), - (this.OFFSET_ = 23)) - : 1 === this.dataChannel_ && - ((this.BASE_ = 24), - (this.EXT_ = 25), - (this.CONTROL_ = (28 | this.field_) << 8), - (this.OFFSET_ = 31)), - (this.PADDING_ = 0), - (this.RESUME_CAPTION_LOADING_ = 32 | this.CONTROL_), - (this.END_OF_CAPTION_ = 47 | this.CONTROL_), - (this.ROLL_UP_2_ROWS_ = 37 | this.CONTROL_), - (this.ROLL_UP_3_ROWS_ = 38 | this.CONTROL_), - (this.ROLL_UP_4_ROWS_ = 39 | this.CONTROL_), - (this.CARRIAGE_RETURN_ = 45 | this.CONTROL_), - (this.RESUME_DIRECT_CAPTIONING_ = 41 | this.CONTROL_), - (this.BACKSPACE_ = 33 | this.CONTROL_), - (this.ERASE_DISPLAYED_MEMORY_ = 44 | this.CONTROL_), - (this.ERASE_NON_DISPLAYED_MEMORY_ = 46 | this.CONTROL_); - }), - (Ue.prototype.isSpecialCharacter = function (e, t) { - return e === this.EXT_ && 48 <= t && t <= 63; - }), - (Ue.prototype.isExtCharacter = function (e, t) { - return ( - (e === this.EXT_ + 1 || e === this.EXT_ + 2) && - 32 <= t && - t <= 63 - ); - }), - (Ue.prototype.isMidRowCode = function (e, t) { - return e === this.EXT_ && 32 <= t && t <= 47; - }), - (Ue.prototype.isOffsetControlCode = function (e, t) { - return e === this.OFFSET_ && 33 <= t && t <= 35; - }), - (Ue.prototype.isPAC = function (e, t) { - return ( - e >= this.BASE_ && e < this.BASE_ + 8 && 64 <= t && t <= 127 - ); - }), - (Ue.prototype.isColorPAC = function (e) { - return (64 <= e && e <= 79) || (96 <= e && e <= 127); - }), - (Ue.prototype.isNormalChar = function (e) { - return 32 <= e && e <= 127; - }), - (Ue.prototype.setRollUp = function (e, t) { - if ( - ("rollUp" !== this.mode_ && - ((this.row_ = 14), - (this.mode_ = "rollUp"), - this.flushDisplayed(e), - (this.nonDisplayed_ = Me()), - (this.displayed_ = Me())), - void 0 !== t && t !== this.row_) - ) - for (var i = 0; i < this.rollUpRows_; i++) - (this.displayed_[t - i] = this.displayed_[this.row_ - i]), - (this.displayed_[this.row_ - i] = ""); - void 0 === t && (t = this.row_), - (this.topRow_ = t - this.rollUpRows_ + 1); - }), - (Ue.prototype.addFormatting = function (e, t) { - this.formatting_ = this.formatting_.concat(t); - t = t.reduce(function (e, t) { - return e + "<" + t + ">"; - }, ""); - this[this.mode_](e, t); - }), - (Ue.prototype.clearFormatting = function (e) { - var t; - this.formatting_.length && - ((t = this.formatting_.reverse().reduce(function (e, t) { - return e + ""; - }, "")), - (this.formatting_ = []), - this[this.mode_](e, t)); - }), - (Ue.prototype.popOn = function (e, t) { - var i = this.nonDisplayed_[this.row_]; - this.nonDisplayed_[this.row_] = i += t; - }), - (Ue.prototype.rollUp = function (e, t) { - var i = this.displayed_[this.row_]; - this.displayed_[this.row_] = i += t; - }), - (Ue.prototype.shiftRowsUp_ = function () { - for (var e = 0; e < this.topRow_; e++) this.displayed_[e] = ""; - for (e = this.row_ + 1; e < 15; e++) this.displayed_[e] = ""; - for (e = this.topRow_; e < this.row_; e++) - this.displayed_[e] = this.displayed_[e + 1]; - this.displayed_[this.row_] = ""; - }), - (Ue.prototype.paintOn = function (e, t) { - var i = this.displayed_[this.row_]; - this.displayed_[this.row_] = i += t; - }); - function Be(e, t) { - var i = 1; - for (t < e && (i = -1); 4294967296 < Math.abs(t - e); ) - e += 8589934592 * i; - return e; - } - var Fe = { CaptionStream: Ie, Cea608Stream: Ue, Cea708Stream: De }, - je = { - H264_STREAM_TYPE: 27, - ADTS_STREAM_TYPE: 15, - METADATA_STREAM_TYPE: 21, - }, - e = function e(t) { - var i, n; - e.prototype.init.call(this), - (this.type_ = t || "shared"), - (this.push = function (e) { - ("shared" !== this.type_ && e.type !== this.type_) || - (void 0 === n && (n = e.dts), - (e.dts = Be(e.dts, n)), - (e.pts = Be(e.pts, n)), - (i = e.dts), - this.trigger("data", e)); - }), - (this.flush = function () { - (n = i), this.trigger("done"); - }), - (this.endTimeline = function () { - this.flush(), this.trigger("endedtimeline"); - }), - (this.discontinuity = function () { - i = n = void 0; - }), - (this.reset = function () { - this.discontinuity(), this.trigger("reset"); - }); - }; - e.prototype = new j(); - function He(e, t, i) { - for (var n = "", r = t; r < i; r++) - n += "%" + ("00" + e[r].toString(16)).slice(-2); - return n; - } - function qe(e, t, i) { - return decodeURIComponent(He(e, t, i)); - } - function Ve(e) { - return (e[0] << 21) | (e[1] << 14) | (e[2] << 7) | e[3]; - } - var We = e, - Ie = Be, - Ge = { - TXXX: function (e) { - var t; - if (3 === e.data[0]) { - for (t = 1; t < e.data.length; t++) - if (0 === e.data[t]) { - (e.description = qe(e.data, 1, t)), - (e.value = qe(e.data, t + 1, e.data.length).replace( - /\0*$/, - "", - )); - break; - } - e.data = e.value; - } - }, - WXXX: function (e) { - var t; - if (3 === e.data[0]) - for (t = 1; t < e.data.length; t++) - if (0 === e.data[t]) { - (e.description = qe(e.data, 1, t)), - (e.url = qe(e.data, t + 1, e.data.length)); - break; - } - }, - PRIV: function (e) { - for (var t, i = 0; i < e.data.length; i++) - if (0 === e.data[i]) { - e.owner = ((t = e.data), unescape(He(t, 0, i))); - break; - } - (e.privateData = e.data.subarray(i + 1)), - (e.data = e.privateData); - }, - }, - ze = function (e) { - var t, - i = { descriptor: e && e.descriptor }, - u = 0, - l = [], - c = 0; - if ( - (ze.prototype.init.call(this), - (this.dispatchType = je.METADATA_STREAM_TYPE.toString(16)), - i.descriptor) - ) - for (t = 0; t < i.descriptor.length; t++) - this.dispatchType += ( - "00" + i.descriptor[t].toString(16) - ).slice(-2); - this.push = function (e) { - var t, i, n, r, a, s, o; - if ("timed-metadata" === e.type) - if ( - (e.dataAlignmentIndicator && ((c = 0), (l.length = 0)), - 0 === l.length && - (e.data.length < 10 || - e.data[0] !== "I".charCodeAt(0) || - e.data[1] !== "D".charCodeAt(0) || - e.data[2] !== "3".charCodeAt(0))) - ) - this.trigger("log", { - level: "warn", - message: "Skipping unrecognized metadata packet", - }); - else if ( - (l.push(e), - (c += e.data.byteLength), - 1 === l.length && - ((u = Ve(e.data.subarray(6, 10))), (u += 10)), - !(c < u)) - ) { - for ( - t = { - data: new Uint8Array(u), - frames: [], - pts: l[0].pts, - dts: l[0].dts, - }, - r = 0; - r < u; - - ) - t.data.set(l[0].data.subarray(0, u - r), r), - (r += l[0].data.byteLength), - (c -= l[0].data.byteLength), - l.shift(); - (i = 10), - 64 & t.data[5] && - ((i += 4), - (i += Ve(t.data.subarray(10, 14))), - (u -= Ve(t.data.subarray(16, 20)))); - do { - if ((n = Ve(t.data.subarray(i + 4, i + 8))) < 1) - return void this.trigger("log", { - level: "warn", - message: - "Malformed ID3 frame encountered. Skipping metadata parsing.", - }); - } while ( - (((o = { - id: String.fromCharCode( - t.data[i], - t.data[i + 1], - t.data[i + 2], - t.data[i + 3], - ), - data: t.data.subarray(i + 10, i + n + 10), - }).key = o.id), - Ge[o.id] && - (Ge[o.id](o), - "com.apple.streaming.transportStreamTimestamp" === - o.owner && - ((s = - ((1 & (a = o.data)[3]) << 30) | - (a[4] << 22) | - (a[5] << 14) | - (a[6] << 6) | - (a[7] >>> 2)), - (s *= 4), - (s += 3 & a[7]), - (o.timeStamp = s), - void 0 === t.pts && - void 0 === t.dts && - ((t.pts = o.timeStamp), (t.dts = o.timeStamp)), - this.trigger("timestamp", o))), - t.frames.push(o), - (i += 10), - (i += n) < u) - ); - this.trigger("data", t); - } - }; - }; - ze.prototype = new j(); - var Xe, - Ke, - e = ze, - We = We, - Ye = function () { - var r = new Uint8Array(188), - a = 0; - Ye.prototype.init.call(this), - (this.push = function (e) { - var t, - i = 0, - n = 188; - for ( - a - ? ((t = new Uint8Array(e.byteLength + a)).set( - r.subarray(0, a), - ), - t.set(e, a), - (a = 0)) - : (t = e); - n < t.byteLength; - - ) - 71 !== t[i] || 71 !== t[n] - ? (i++, n++) - : (this.trigger("data", t.subarray(i, n)), - (i += 188), - (n += 188)); - i < t.byteLength && - (r.set(t.subarray(i), 0), (a = t.byteLength - i)); - }), - (this.flush = function () { - 188 === a && - 71 === r[0] && - (this.trigger("data", r), (a = 0)), - this.trigger("done"); - }), - (this.endTimeline = function () { - this.flush(), this.trigger("endedtimeline"); - }), - (this.reset = function () { - (a = 0), this.trigger("reset"); - }); - }; - (Ye.prototype = new j()), - ((Xe = function () { - var n, r, a, s; - Xe.prototype.init.call(this), - ((s = this).packetsWaitingForPmt = []), - (this.programMapTable = void 0), - (n = function (e, t) { - var i = 0; - t.payloadUnitStartIndicator && (i += e[i] + 1), - ("pat" === t.type ? r : a)(e.subarray(i), t); - }), - (r = function (e, t) { - (t.section_number = e[7]), - (t.last_section_number = e[8]), - (s.pmtPid = ((31 & e[10]) << 8) | e[11]), - (t.pmtPid = s.pmtPid); - }), - (a = function (e, t) { - var i, n; - if (1 & e[5]) { - for ( - s.programMapTable = { - video: null, - audio: null, - "timed-metadata": {}, - }, - i = 3 + (((15 & e[1]) << 8) | e[2]) - 4, - n = 12 + (((15 & e[10]) << 8) | e[11]); - n < i; - - ) { - var r = e[n], - a = ((31 & e[n + 1]) << 8) | e[n + 2]; - r === je.H264_STREAM_TYPE && - null === s.programMapTable.video - ? (s.programMapTable.video = a) - : r === je.ADTS_STREAM_TYPE && - null === s.programMapTable.audio - ? (s.programMapTable.audio = a) - : r === je.METADATA_STREAM_TYPE && - (s.programMapTable["timed-metadata"][a] = r), - (n += 5 + (((15 & e[n + 3]) << 8) | e[n + 4])); - } - t.programMapTable = s.programMapTable; - } - }), - (this.push = function (e) { - var t = {}, - i = 4; - if ( - ((t.payloadUnitStartIndicator = !!(64 & e[1])), - (t.pid = 31 & e[1]), - (t.pid <<= 8), - (t.pid |= e[2]), - 1 < (48 & e[3]) >>> 4 && (i += e[i] + 1), - 0 === t.pid) - ) - (t.type = "pat"), - n(e.subarray(i), t), - this.trigger("data", t); - else if (t.pid === this.pmtPid) - for ( - t.type = "pmt", - n(e.subarray(i), t), - this.trigger("data", t); - this.packetsWaitingForPmt.length; - - ) - this.processPes_.apply( - this, - this.packetsWaitingForPmt.shift(), - ); - else - void 0 === this.programMapTable - ? this.packetsWaitingForPmt.push([e, i, t]) - : this.processPes_(e, i, t); - }), - (this.processPes_ = function (e, t, i) { - i.pid === this.programMapTable.video - ? (i.streamType = je.H264_STREAM_TYPE) - : i.pid === this.programMapTable.audio - ? (i.streamType = je.ADTS_STREAM_TYPE) - : (i.streamType = - this.programMapTable["timed-metadata"][i.pid]), - (i.type = "pes"), - (i.data = e.subarray(t)), - this.trigger("data", i); - }); - }).prototype = new j()), - (Xe.STREAM_TYPES = { h264: 27, adts: 15 }), - ((Ke = function () { - function n(e, t, i) { - var n, - r, - a, - s, - o = new Uint8Array(e.size), - u = { type: t }, - l = 0, - c = 0; - if (e.data.length && !(e.size < 9)) { - for (u.trackId = e.data[0].pid, l = 0; l < e.data.length; l++) - (n = e.data[l]), o.set(n.data, c), (c += n.data.byteLength); - (a = u), - (s = ((r = o)[0] << 16) | (r[1] << 8) | r[2]), - (a.data = new Uint8Array()), - 1 == s && - ((a.packetLength = 6 + ((r[4] << 8) | r[5])), - (a.dataAlignmentIndicator = 0 != (4 & r[6])), - 192 & (s = r[7]) && - ((a.pts = - ((14 & r[9]) << 27) | - ((255 & r[10]) << 20) | - ((254 & r[11]) << 12) | - ((255 & r[12]) << 5) | - ((254 & r[13]) >>> 3)), - (a.pts *= 4), - (a.pts += (6 & r[13]) >>> 1), - (a.dts = a.pts), - 64 & s && - ((a.dts = - ((14 & r[14]) << 27) | - ((255 & r[15]) << 20) | - ((254 & r[16]) << 12) | - ((255 & r[17]) << 5) | - ((254 & r[18]) >>> 3)), - (a.dts *= 4), - (a.dts += (6 & r[18]) >>> 1))), - (a.data = r.subarray(9 + r[8]))), - (t = "video" === t || u.packetLength <= e.size), - (i || t) && ((e.size = 0), (e.data.length = 0)), - t && d.trigger("data", u); - } - } - var t, - d = this, - r = !1, - a = { data: [], size: 0 }, - s = { data: [], size: 0 }, - o = { data: [], size: 0 }; - Ke.prototype.init.call(this), - (this.push = function (i) { - ({ - pat: function () {}, - pes: function () { - var e, t; - switch (i.streamType) { - case je.H264_STREAM_TYPE: - (e = a), (t = "video"); - break; - case je.ADTS_STREAM_TYPE: - (e = s), (t = "audio"); - break; - case je.METADATA_STREAM_TYPE: - (e = o), (t = "timed-metadata"); - break; - default: - return; - } - i.payloadUnitStartIndicator && n(e, t, !0), - e.data.push(i), - (e.size += i.data.byteLength); - }, - pmt: function () { - var e = { type: "metadata", tracks: [] }; - null !== (t = i.programMapTable).video && - e.tracks.push({ - timelineStartInfo: { baseMediaDecodeTime: 0 }, - id: +t.video, - codec: "avc", - type: "video", - }), - null !== t.audio && - e.tracks.push({ - timelineStartInfo: { baseMediaDecodeTime: 0 }, - id: +t.audio, - codec: "adts", - type: "audio", - }), - (r = !0), - d.trigger("data", e); - }, - })[i.type](); - }), - (this.reset = function () { - (a.size = 0), - (a.data.length = 0), - (s.size = 0), - (s.data.length = 0), - this.trigger("reset"); - }), - (this.flushStreams_ = function () { - n(a, "video"), n(s, "audio"), n(o, "timed-metadata"); - }), - (this.flush = function () { - var e; - !r && - t && - ((e = { type: "metadata", tracks: [] }), - null !== t.video && - e.tracks.push({ - timelineStartInfo: { baseMediaDecodeTime: 0 }, - id: +t.video, - codec: "avc", - type: "video", - }), - null !== t.audio && - e.tracks.push({ - timelineStartInfo: { baseMediaDecodeTime: 0 }, - id: +t.audio, - codec: "adts", - type: "audio", - }), - d.trigger("data", e)), - (r = !1), - this.flushStreams_(), - this.trigger("done"); - }); - }).prototype = new j()); - var Qe, - $e = { - PAT_PID: 0, - MP2T_PACKET_LENGTH: 188, - TransportPacketStream: Ye, - TransportParseStream: Xe, - ElementaryStream: Ke, - TimestampRolloverStream: We, - CaptionStream: Fe.CaptionStream, - Cea608Stream: Fe.Cea608Stream, - Cea708Stream: Fe.Cea708Stream, - MetadataStream: e, - }; - for (Qe in je) je.hasOwnProperty(Qe) && ($e[Qe] = je[Qe]); - var Je = $e, - Ze = ue, - et = [ - 96e3, 88200, 64e3, 48e3, 44100, 32e3, 24e3, 22050, 16e3, 12e3, - 11025, 8e3, 7350, - ], - tt = function (u) { - var l, - c = 0; - tt.prototype.init.call(this), - (this.skipWarn_ = function (e, t) { - this.trigger("log", { - level: "warn", - message: - "adts skiping bytes " + - e + - " to " + - t + - " in frame " + - c + - " outside syncword", - }); - }), - (this.push = function (e) { - var t, - i, - n, - r, - a, - s, - o = 0; - if ((u || (c = 0), "audio" === e.type)) { - for ( - l && l.length - ? ((n = l), - (l = new Uint8Array( - n.byteLength + e.data.byteLength, - )).set(n), - l.set(e.data, n.byteLength)) - : (l = e.data); - o + 7 < l.length; - - ) - if (255 === l[o] && 240 == (246 & l[o + 1])) { - if ( - ("number" == typeof s && - (this.skipWarn_(s, o), (s = null)), - (i = 2 * (1 & ~l[o + 1])), - (t = - ((3 & l[o + 3]) << 11) | - (l[o + 4] << 3) | - ((224 & l[o + 5]) >> 5)), - (a = - ((r = 1024 * (1 + (3 & l[o + 6]))) * Ze) / - et[(60 & l[o + 2]) >>> 2]), - l.byteLength - o < t) - ) - break; - this.trigger("data", { - pts: e.pts + c * a, - dts: e.dts + c * a, - sampleCount: r, - audioobjecttype: 1 + ((l[o + 2] >>> 6) & 3), - channelcount: - ((1 & l[o + 2]) << 2) | ((192 & l[o + 3]) >>> 6), - samplerate: et[(60 & l[o + 2]) >>> 2], - samplingfrequencyindex: (60 & l[o + 2]) >>> 2, - samplesize: 16, - data: l.subarray(o + 7 + i, o + t), - }), - c++, - (o += t); - } else "number" != typeof s && (s = o), o++; - "number" == typeof s && (this.skipWarn_(s, o), (s = null)), - (l = l.subarray(o)); - } - }), - (this.flush = function () { - (c = 0), this.trigger("done"); - }), - (this.reset = function () { - (l = void 0), this.trigger("reset"); - }), - (this.endTimeline = function () { - (l = void 0), this.trigger("endedtimeline"); - }); - }; - tt.prototype = new j(); - var it, - nt, - rt = tt, - at = function (n) { - var r = n.byteLength, - a = 0, - s = 0; - (this.length = function () { - return 8 * r; - }), - (this.bitsAvailable = function () { - return 8 * r + s; - }), - (this.loadWord = function () { - var e = n.byteLength - r, - t = new Uint8Array(4), - i = Math.min(4, r); - if (0 === i) throw new Error("no bytes available"); - t.set(n.subarray(e, e + i)), - (a = new DataView(t.buffer).getUint32(0)), - (s = 8 * i), - (r -= i); - }), - (this.skipBits = function (e) { - var t; - e < s || - ((e -= s), - (e -= 8 * (t = Math.floor(e / 8))), - (r -= t), - this.loadWord()), - (a <<= e), - (s -= e); - }), - (this.readBits = function (e) { - var t = Math.min(s, e), - i = a >>> (32 - t); - return ( - 0 < (s -= t) ? (a <<= t) : 0 < r && this.loadWord(), - 0 < (t = e - t) ? (i << t) | this.readBits(t) : i - ); - }), - (this.skipLeadingZeros = function () { - for (var e = 0; e < s; ++e) - if (0 != (a & (2147483648 >>> e))) - return (a <<= e), (s -= e), e; - return this.loadWord(), e + this.skipLeadingZeros(); - }), - (this.skipUnsignedExpGolomb = function () { - this.skipBits(1 + this.skipLeadingZeros()); - }), - (this.skipExpGolomb = function () { - this.skipBits(1 + this.skipLeadingZeros()); - }), - (this.readUnsignedExpGolomb = function () { - var e = this.skipLeadingZeros(); - return this.readBits(e + 1) - 1; - }), - (this.readExpGolomb = function () { - var e = this.readUnsignedExpGolomb(); - return 1 & e ? (1 + e) >>> 1 : -1 * (e >>> 1); - }), - (this.readBoolean = function () { - return 1 === this.readBits(1); - }), - (this.readUnsignedByte = function () { - return this.readBits(8); - }), - this.loadWord(); - }, - st = function () { - var n, - r, - a = 0; - st.prototype.init.call(this), - (this.push = function (e) { - for ( - var t, - i = (r = r - ? ((t = new Uint8Array( - r.byteLength + e.data.byteLength, - )).set(r), - t.set(e.data, r.byteLength), - t) - : e.data).byteLength; - a < i - 3; - a++ - ) - if (1 === r[a + 2]) { - n = a + 5; - break; - } - for (; n < i; ) - switch (r[n]) { - case 0: - if (0 !== r[n - 1]) { - n += 2; - break; - } - if (0 !== r[n - 2]) { - n++; - break; - } - for ( - a + 3 !== n - 2 && - this.trigger("data", r.subarray(a + 3, n - 2)); - 1 !== r[++n] && n < i; - - ); - (a = n - 2), (n += 3); - break; - case 1: - if (0 !== r[n - 1] || 0 !== r[n - 2]) { - n += 3; - break; - } - this.trigger("data", r.subarray(a + 3, n - 2)), - (a = n - 2), - (n += 3); - break; - default: - n += 3; - } - (r = r.subarray(a)), (n -= a), (a = 0); - }), - (this.reset = function () { - (r = null), (a = 0), this.trigger("reset"); - }), - (this.flush = function () { - r && - 3 < r.byteLength && - this.trigger("data", r.subarray(a + 3)), - (r = null), - (a = 0), - this.trigger("done"); - }), - (this.endTimeline = function () { - this.flush(), this.trigger("endedtimeline"); - }); - }; - (st.prototype = new j()), - (nt = { - 100: !0, - 110: !0, - 122: !0, - 244: !0, - 44: !0, - 83: !0, - 86: !0, - 118: !0, - 128: !0, - 138: !0, - 139: !0, - 134: !0, - }), - ((it = function () { - var i, - n, - r, - a, - s, - o, - m, - t = new st(); - it.prototype.init.call(this), - ((i = this).push = function (e) { - "video" === e.type && - ((n = e.trackId), (r = e.pts), (a = e.dts), t.push(e)); - }), - t.on("data", function (e) { - var t = { - trackId: n, - pts: r, - dts: a, - data: e, - nalUnitTypeCode: 31 & e[0], - }; - switch (t.nalUnitTypeCode) { - case 5: - t.nalUnitType = - "slice_layer_without_partitioning_rbsp_idr"; - break; - case 6: - (t.nalUnitType = "sei_rbsp"), - (t.escapedRBSP = s(e.subarray(1))); - break; - case 7: - (t.nalUnitType = "seq_parameter_set_rbsp"), - (t.escapedRBSP = s(e.subarray(1))), - (t.config = o(t.escapedRBSP)); - break; - case 8: - t.nalUnitType = "pic_parameter_set_rbsp"; - break; - case 9: - t.nalUnitType = "access_unit_delimiter_rbsp"; - } - i.trigger("data", t); - }), - t.on("done", function () { - i.trigger("done"); - }), - t.on("partialdone", function () { - i.trigger("partialdone"); - }), - t.on("reset", function () { - i.trigger("reset"); - }), - t.on("endedtimeline", function () { - i.trigger("endedtimeline"); - }), - (this.flush = function () { - t.flush(); - }), - (this.partialFlush = function () { - t.partialFlush(); - }), - (this.reset = function () { - t.reset(); - }), - (this.endTimeline = function () { - t.endTimeline(); - }), - (m = function (e, t) { - for (var i = 8, n = 8, r = 0; r < e; r++) - i = - 0 === - (n = 0 !== n ? (i + t.readExpGolomb() + 256) % 256 : n) - ? i - : n; - }), - (s = function (e) { - for (var t = e.byteLength, i = [], n = 1; n < t - 2; ) - 0 === e[n] && 0 === e[n + 1] && 3 === e[n + 2] - ? (i.push(n + 2), (n += 2)) - : n++; - if (0 === i.length) return e; - for ( - var r = t - i.length, a = new Uint8Array(r), s = 0, n = 0; - n < r; - s++, n++ - ) - s === i[0] && (s++, i.shift()), (a[n] = e[s]); - return a; - }), - (o = function (e) { - var t, - i, - n, - r, - a, - s = 0, - o = 0, - u = 0, - l = 0, - c = [1, 1], - d = new at(e), - h = d.readUnsignedByte(), - p = d.readUnsignedByte(), - f = d.readUnsignedByte(); - if ( - (d.skipUnsignedExpGolomb(), - nt[h] && - (3 === (i = d.readUnsignedExpGolomb()) && d.skipBits(1), - d.skipUnsignedExpGolomb(), - d.skipUnsignedExpGolomb(), - d.skipBits(1), - d.readBoolean())) - ) - for (r = 3 !== i ? 8 : 12, a = 0; a < r; a++) - d.readBoolean() && m(a < 6 ? 16 : 64, d); - if ( - (d.skipUnsignedExpGolomb(), - 0 === (n = d.readUnsignedExpGolomb())) - ) - d.readUnsignedExpGolomb(); - else if (1 === n) - for ( - d.skipBits(1), - d.skipExpGolomb(), - d.skipExpGolomb(), - t = d.readUnsignedExpGolomb(), - a = 0; - a < t; - a++ - ) - d.skipExpGolomb(); - if ( - (d.skipUnsignedExpGolomb(), - d.skipBits(1), - (e = d.readUnsignedExpGolomb()), - (i = d.readUnsignedExpGolomb()), - 0 === (n = d.readBits(1)) && d.skipBits(1), - d.skipBits(1), - d.readBoolean() && - ((s = d.readUnsignedExpGolomb()), - (o = d.readUnsignedExpGolomb()), - (u = d.readUnsignedExpGolomb()), - (l = d.readUnsignedExpGolomb())), - d.readBoolean() && d.readBoolean()) - ) { - switch (d.readUnsignedByte()) { - case 1: - c = [1, 1]; - break; - case 2: - c = [12, 11]; - break; - case 3: - c = [10, 11]; - break; - case 4: - c = [16, 11]; - break; - case 5: - c = [40, 33]; - break; - case 6: - c = [24, 11]; - break; - case 7: - c = [20, 11]; - break; - case 8: - c = [32, 11]; - break; - case 9: - c = [80, 33]; - break; - case 10: - c = [18, 11]; - break; - case 11: - c = [15, 11]; - break; - case 12: - c = [64, 33]; - break; - case 13: - c = [160, 99]; - break; - case 14: - c = [4, 3]; - break; - case 15: - c = [3, 2]; - break; - case 16: - c = [2, 1]; - break; - case 255: - c = [ - (d.readUnsignedByte() << 8) | d.readUnsignedByte(), - (d.readUnsignedByte() << 8) | d.readUnsignedByte(), - ]; - } - c && (c[0], c[1]); - } - return { - profileIdc: h, - levelIdc: f, - profileCompatibility: p, - width: 16 * (e + 1) - 2 * s - 2 * o, - height: (2 - n) * (i + 1) * 16 - 2 * u - 2 * l, - sarRatio: c, - }; - }); - }).prototype = new j()); - function ot(e, t) { - var i = - 0 <= - (i = - (e[t + 6] << 21) | - (e[t + 7] << 14) | - (e[t + 8] << 7) | - e[t + 9]) - ? i - : 0; - return (16 & e[t + 5]) >> 4 ? i + 20 : i + 10; - } - function ut(e, t) { - return e.length - t < 10 || - e[t] !== "I".charCodeAt(0) || - e[t + 1] !== "D".charCodeAt(0) || - e[t + 2] !== "3".charCodeAt(0) - ? t - : ut(e, (t += ot(e, t))); - } - function lt(e) { - return (e[0] << 21) | (e[1] << 14) | (e[2] << 7) | e[3]; - } - var e = { H264Stream: it, NalByteStream: st }, - ct = [ - 96e3, 88200, 64e3, 48e3, 44100, 32e3, 24e3, 22050, 16e3, 12e3, - 11025, 8e3, 7350, - ], - dt = { - isLikelyAacData: function (e) { - var t = ut(e, 0); - return ( - e.length >= t + 2 && - 255 == (255 & e[t]) && - 240 == (240 & e[t + 1]) && - 16 == (22 & e[t + 1]) - ); - }, - parseId3TagSize: ot, - parseAdtsSize: function (e, t) { - var i = (224 & e[t + 5]) >> 5, - n = e[t + 4] << 3; - return (6144 & e[t + 3]) | n | i; - }, - parseType: function (e, t) { - return e[t] === "I".charCodeAt(0) && - e[t + 1] === "D".charCodeAt(0) && - e[t + 2] === "3".charCodeAt(0) - ? "timed-metadata" - : !0 & e[t] && 240 == (240 & e[t + 1]) - ? "audio" - : null; - }, - parseSampleRate: function (e) { - for (var t = 0; t + 5 < e.length; ) { - if (255 === e[t] && 240 == (246 & e[t + 1])) - return ct[(60 & e[t + 2]) >>> 2]; - t++; - } - return null; - }, - parseAacTimestamp: function (e) { - var t, - i = 10; - 64 & e[5] && ((i += 4), (i += lt(e.subarray(10, 14)))); - do { - if ((t = lt(e.subarray(i + 4, i + 8))) < 1) return null; - if ( - "PRIV" === - String.fromCharCode(e[i], e[i + 1], e[i + 2], e[i + 3]) - ) - for ( - var n = e.subarray(i + 10, i + t + 10), r = 0; - r < n.byteLength; - r++ - ) - if (0 === n[r]) { - if ( - "com.apple.streaming.transportStreamTimestamp" !== - unescape( - (function (e, t, i) { - for (var n = "", r = t; r < i; r++) - n += "%" + ("00" + e[r].toString(16)).slice(-2); - return n; - })(n, 0, r), - ) - ) - break; - var a = n.subarray(r + 1), - s = - ((1 & a[3]) << 30) | - (a[4] << 22) | - (a[5] << 14) | - (a[6] << 6) | - (a[7] >>> 2); - return (s *= 4), (s += 3 & a[7]); - } - } while (((i += 10), (i += t) < e.byteLength)); - return null; - }, - }, - ht = function () { - var a = new Uint8Array(), - s = 0; - ht.prototype.init.call(this), - (this.setTimestamp = function (e) { - s = e; - }), - (this.push = function (e) { - var t, - i, - n = 0, - r = 0; - for ( - a.length - ? ((i = a.length), - (a = new Uint8Array(e.byteLength + i)).set( - a.subarray(0, i), - ), - a.set(e, i)) - : (a = e); - 3 <= a.length - r; - - ) - if ( - a[r] !== "I".charCodeAt(0) || - a[r + 1] !== "D".charCodeAt(0) || - a[r + 2] !== "3".charCodeAt(0) - ) - if (255 != (255 & a[r]) || 240 != (240 & a[r + 1])) r++; - else { - if (a.length - r < 7) break; - if (r + (n = dt.parseAdtsSize(a, r)) > a.length) break; - (t = { - type: "audio", - data: a.subarray(r, r + n), - pts: s, - dts: s, - }), - this.trigger("data", t), - (r += n); - } - else { - if (a.length - r < 10) break; - if (r + (n = dt.parseId3TagSize(a, r)) > a.length) break; - (t = { - type: "timed-metadata", - data: a.subarray(r, r + n), - }), - this.trigger("data", t), - (r += n); - } - (e = a.length - r), - (a = 0 < e ? a.subarray(r) : new Uint8Array()); - }), - (this.reset = function () { - (a = new Uint8Array()), this.trigger("reset"); - }), - (this.endTimeline = function () { - (a = new Uint8Array()), this.trigger("endedtimeline"); - }); - }; - ht.prototype = new j(); - function pt(e, t) { - (t.stream = e), this.trigger("log", t); - } - function ft(e, t) { - for (var i = Object.keys(t), n = 0; n < i.length; n++) { - var r = i[n]; - "headOfPipeline" !== r && - t[r].on && - t[r].on("log", pt.bind(e, r)); - } - } - function mt(e, t) { - var i; - if (e.length === t.length) { - for (i = 0; i < e.length; i++) if (e[i] !== t[i]) return; - return 1; - } - } - function gt(e, t, i, n, r, a) { - return { - start: { dts: e, pts: e + (i - t) }, - end: { dts: e + (n - t), pts: e + (r - i) }, - prependedContentDuration: a, - baseMediaDecodeTime: e, - }; - } - var yt, - vt, - _t, - bt = ht, - Tt = [ - "audioobjecttype", - "channelcount", - "samplerate", - "samplingfrequencyindex", - "samplesize", - ], - St = [ - "width", - "height", - "profileIdc", - "levelIdc", - "profileCompatibility", - "sarRatio", - ], - wt = e.H264Stream, - Et = dt.isLikelyAacData, - kt = ue, - Ct = function (a, s) { - var o = [], - u = 0, - l = 0, - c = 1 / 0, - d = (s = s || {}).firstSequenceNumber || 0; - Ct.prototype.init.call(this), - (this.push = function (t) { - Te(a, t), - a && - Tt.forEach(function (e) { - a[e] = t[e]; - }), - o.push(t); - }), - (this.setEarliestDts = function (e) { - u = e; - }), - (this.setVideoBaseMediaDecodeTime = function (e) { - c = e; - }), - (this.setAudioAppendStart = function (e) { - l = e; - }), - (this.flush = function () { - var e, t, i, n, r; - 0 !== o.length && - ((e = me(o, a, u)), - (a.baseMediaDecodeTime = be(a, s.keepOriginalTimestamps)), - (r = fe(a, e, l, c)), - (a.samples = ge(e)), - (t = K(ye(e))), - (o = []), - (n = Y(d, [a])), - (i = new Uint8Array(n.byteLength + t.byteLength)), - d++, - i.set(n), - i.set(t, n.byteLength), - _e(a), - (n = Math.ceil((1024 * kt) / a.samplerate)), - e.length && - ((n = e.length * n), - this.trigger( - "segmentTimingInfo", - gt( - de(a.baseMediaDecodeTime, a.samplerate), - e[0].dts, - e[0].pts, - e[0].dts + n, - e[0].pts + n, - r || 0, - ), - ), - this.trigger("timingInfo", { - start: e[0].pts, - end: e[0].pts + n, - })), - this.trigger("data", { track: a, boxes: i })), - this.trigger("done", "AudioSegmentStream"); - }), - (this.reset = function () { - _e(a), (o = []), this.trigger("reset"); - }); - }; - (Ct.prototype = new j()), - ((yt = function (s, a) { - var t, - i, - o = [], - l = [], - u = (a = a || {}).firstSequenceNumber || 0; - yt.prototype.init.call(this), - delete s.minPTS, - (this.gopCache_ = []), - (this.push = function (e) { - Te(s, e), - "seq_parameter_set_rbsp" !== e.nalUnitType || - t || - ((t = e.config), - (s.sps = [e.data]), - St.forEach(function (e) { - s[e] = t[e]; - }, this)), - "pic_parameter_set_rbsp" !== e.nalUnitType || - i || - ((i = e.data), (s.pps = [e.data])), - o.push(e); - }), - (this.flush = function () { - for ( - var e, t, i, n = 0; - o.length && - "access_unit_delimiter_rbsp" !== o[0].nalUnitType; - - ) - o.shift(); - if (0 === o.length) - return ( - this.resetStream_(), - void this.trigger("done", "VideoSegmentStream") - ); - if ( - ((e = $(o)), - (t = J(e))[0][0].keyFrame || - ((i = this.getGopForFusion_(o[0], s)) - ? ((n = i.duration), - t.unshift(i), - (t.byteLength += i.byteLength), - (t.nalCount += i.nalCount), - (t.pts = i.pts), - (t.dts = i.dts), - (t.duration += i.duration)) - : (t = Z(t))), - l.length) - ) { - var r = a.alignGopsAtEnd - ? this.alignGopsAtEnd_(t) - : this.alignGopsAtStart_(t); - if (!r) - return ( - this.gopCache_.unshift({ - gop: t.pop(), - pps: s.pps, - sps: s.sps, - }), - (this.gopCache_.length = Math.min( - 6, - this.gopCache_.length, - )), - (o = []), - this.resetStream_(), - void this.trigger("done", "VideoSegmentStream") - ); - _e(s), (t = r); - } - Te(s, t), - (s.samples = ee(t)), - (e = K(te(t))), - (s.baseMediaDecodeTime = be(s, a.keepOriginalTimestamps)), - this.trigger( - "processedGopsInfo", - t.map(function (e) { - return { - pts: e.pts, - dts: e.dts, - byteLength: e.byteLength, - }; - }), - ), - (i = t[0]), - (r = t[t.length - 1]), - this.trigger( - "segmentTimingInfo", - gt( - s.baseMediaDecodeTime, - i.dts, - i.pts, - r.dts + r.duration, - r.pts + r.duration, - n, - ), - ), - this.trigger("timingInfo", { - start: t[0].pts, - end: t[t.length - 1].pts + t[t.length - 1].duration, - }), - this.gopCache_.unshift({ - gop: t.pop(), - pps: s.pps, - sps: s.sps, - }), - (this.gopCache_.length = Math.min( - 6, - this.gopCache_.length, - )), - (o = []), - this.trigger("baseMediaDecodeTime", s.baseMediaDecodeTime), - this.trigger("timelineStartInfo", s.timelineStartInfo), - (n = Y(u, [s])), - (t = new Uint8Array(n.byteLength + e.byteLength)), - u++, - t.set(n), - t.set(e, n.byteLength), - this.trigger("data", { track: s, boxes: t }), - this.resetStream_(), - this.trigger("done", "VideoSegmentStream"); - }), - (this.reset = function () { - this.resetStream_(), - (o = []), - (this.gopCache_.length = 0), - (l.length = 0), - this.trigger("reset"); - }), - (this.resetStream_ = function () { - _e(s), (i = t = void 0); - }), - (this.getGopForFusion_ = function (e) { - for ( - var t, i, n, r = 1 / 0, a = 0; - a < this.gopCache_.length; - a++ - ) - (i = (n = this.gopCache_[a]).gop), - s.pps && - mt(s.pps[0], n.pps[0]) && - s.sps && - mt(s.sps[0], n.sps[0]) && - (i.dts < s.timelineStartInfo.dts || - (-1e4 <= (i = e.dts - i.dts - i.duration) && - i <= 45e3 && - (!t || i < r) && - ((t = n), (r = i)))); - return t ? t.gop : null; - }), - (this.alignGopsAtStart_ = function (e) { - for ( - var t, - i, - n, - r, - a = e.byteLength, - s = e.nalCount, - o = e.duration, - u = (t = 0); - u < l.length && - t < e.length && - ((i = l[u]), (n = e[t]), i.pts !== n.pts); - - ) - n.pts > i.pts - ? u++ - : (t++, - (a -= n.byteLength), - (s -= n.nalCount), - (o -= n.duration)); - return 0 === t - ? e - : t === e.length - ? null - : (((r = e.slice(t)).byteLength = a), - (r.duration = o), - (r.nalCount = s), - (r.pts = r[0].pts), - (r.dts = r[0].dts), - r); - }), - (this.alignGopsAtEnd_ = function (e) { - for ( - var t, - i, - n = l.length - 1, - r = e.length - 1, - a = null, - s = !1; - 0 <= n && 0 <= r; - - ) { - if (((t = l[n]), (i = e[r]), t.pts === i.pts)) { - s = !0; - break; - } - t.pts > i.pts ? n-- : (n === l.length - 1 && (a = r), r--); - } - if (!s && null === a) return null; - if (0 === (u = s ? r : a)) return e; - var o = e.slice(u), - u = o.reduce( - function (e, t) { - return ( - (e.byteLength += t.byteLength), - (e.duration += t.duration), - (e.nalCount += t.nalCount), - e - ); - }, - { byteLength: 0, duration: 0, nalCount: 0 }, - ); - return ( - (o.byteLength = u.byteLength), - (o.duration = u.duration), - (o.nalCount = u.nalCount), - (o.pts = o[0].pts), - (o.dts = o[0].dts), - o - ); - }), - (this.alignGopsWith = function (e) { - l = e; - }); - }).prototype = new j()), - ((_t = function (e, t) { - (this.numberOfTracks = 0), - (this.metadataStream = t), - "undefined" != typeof (e = e || {}).remux - ? (this.remuxTracks = !!e.remux) - : (this.remuxTracks = !0), - "boolean" == typeof e.keepOriginalTimestamps - ? (this.keepOriginalTimestamps = e.keepOriginalTimestamps) - : (this.keepOriginalTimestamps = !1), - (this.pendingTracks = []), - (this.videoTrack = null), - (this.pendingBoxes = []), - (this.pendingCaptions = []), - (this.pendingMetadata = []), - (this.pendingBytes = 0), - (this.emittedTracks = 0), - _t.prototype.init.call(this), - (this.push = function (e) { - return e.text - ? this.pendingCaptions.push(e) - : e.frames - ? this.pendingMetadata.push(e) - : (this.pendingTracks.push(e.track), - (this.pendingBytes += e.boxes.byteLength), - "video" === e.track.type && - ((this.videoTrack = e.track), - this.pendingBoxes.push(e.boxes)), - void ( - "audio" === e.track.type && - ((this.audioTrack = e.track), - this.pendingBoxes.unshift(e.boxes)) - )); - }); - }).prototype = new j()), - (_t.prototype.flush = function (e) { - var t, - i, - n, - r = 0, - a = { - captions: [], - captionStreams: {}, - metadata: [], - info: {}, - }, - s = 0; - if (this.pendingTracks.length < this.numberOfTracks) { - if ("VideoSegmentStream" !== e && "AudioSegmentStream" !== e) - return; - if (this.remuxTracks) return; - if (0 === this.pendingTracks.length) - return ( - this.emittedTracks++, - void ( - this.emittedTracks >= this.numberOfTracks && - (this.trigger("done"), (this.emittedTracks = 0)) - ) - ); - } - if ( - (this.videoTrack - ? ((s = this.videoTrack.timelineStartInfo.pts), - St.forEach(function (e) { - a.info[e] = this.videoTrack[e]; - }, this)) - : this.audioTrack && - ((s = this.audioTrack.timelineStartInfo.pts), - Tt.forEach(function (e) { - a.info[e] = this.audioTrack[e]; - }, this)), - this.videoTrack || this.audioTrack) - ) { - for ( - 1 === this.pendingTracks.length - ? (a.type = this.pendingTracks[0].type) - : (a.type = "combined"), - this.emittedTracks += this.pendingTracks.length, - e = Q(this.pendingTracks), - a.initSegment = new Uint8Array(e.byteLength), - a.initSegment.set(e), - a.data = new Uint8Array(this.pendingBytes), - n = 0; - n < this.pendingBoxes.length; - n++ - ) - a.data.set(this.pendingBoxes[n], r), - (r += this.pendingBoxes[n].byteLength); - for (n = 0; n < this.pendingCaptions.length; n++) - ((t = this.pendingCaptions[n]).startTime = pe( - t.startPts, - s, - this.keepOriginalTimestamps, - )), - (t.endTime = pe(t.endPts, s, this.keepOriginalTimestamps)), - (a.captionStreams[t.stream] = !0), - a.captions.push(t); - for (n = 0; n < this.pendingMetadata.length; n++) - ((i = this.pendingMetadata[n]).cueTime = pe( - i.pts, - s, - this.keepOriginalTimestamps, - )), - a.metadata.push(i); - for ( - a.metadata.dispatchType = this.metadataStream.dispatchType, - this.pendingTracks.length = 0, - this.videoTrack = null, - this.pendingBoxes.length = 0, - this.pendingCaptions.length = 0, - this.pendingBytes = 0, - this.pendingMetadata.length = 0, - this.trigger("data", a), - n = 0; - n < a.captions.length; - n++ - ) - (t = a.captions[n]), this.trigger("caption", t); - for (n = 0; n < a.metadata.length; n++) - (i = a.metadata[n]), this.trigger("id3Frame", i); - } - this.emittedTracks >= this.numberOfTracks && - (this.trigger("done"), (this.emittedTracks = 0)); - }), - (_t.prototype.setRemux = function (e) { - this.remuxTracks = e; - }), - ((vt = function (n) { - var r, - a, - s = this, - i = !0; - vt.prototype.init.call(this), - (this.baseMediaDecodeTime = - (n = n || {}).baseMediaDecodeTime || 0), - (this.transmuxPipeline_ = {}), - (this.setupAacPipeline = function () { - var t = {}; - ((this.transmuxPipeline_ = t).type = "aac"), - (t.metadataStream = new Je.MetadataStream()), - (t.aacStream = new bt()), - (t.audioTimestampRolloverStream = - new Je.TimestampRolloverStream("audio")), - (t.timedMetadataTimestampRolloverStream = - new Je.TimestampRolloverStream("timed-metadata")), - (t.adtsStream = new rt()), - (t.coalesceStream = new _t(n, t.metadataStream)), - (t.headOfPipeline = t.aacStream), - t.aacStream - .pipe(t.audioTimestampRolloverStream) - .pipe(t.adtsStream), - t.aacStream - .pipe(t.timedMetadataTimestampRolloverStream) - .pipe(t.metadataStream) - .pipe(t.coalesceStream), - t.metadataStream.on("timestamp", function (e) { - t.aacStream.setTimestamp(e.timeStamp); - }), - t.aacStream.on("data", function (e) { - ("timed-metadata" !== e.type && "audio" !== e.type) || - t.audioSegmentStream || - ((a = a || { - timelineStartInfo: { - baseMediaDecodeTime: s.baseMediaDecodeTime, - }, - codec: "adts", - type: "audio", - }), - t.coalesceStream.numberOfTracks++, - (t.audioSegmentStream = new Ct(a, n)), - t.audioSegmentStream.on( - "log", - s.getLogTrigger_("audioSegmentStream"), - ), - t.audioSegmentStream.on( - "timingInfo", - s.trigger.bind(s, "audioTimingInfo"), - ), - t.adtsStream - .pipe(t.audioSegmentStream) - .pipe(t.coalesceStream), - s.trigger("trackinfo", { - hasAudio: !!a, - hasVideo: !!r, - })); - }), - t.coalesceStream.on( - "data", - this.trigger.bind(this, "data"), - ), - t.coalesceStream.on( - "done", - this.trigger.bind(this, "done"), - ), - ft(this, t); - }), - (this.setupTsPipeline = function () { - var i = {}; - ((this.transmuxPipeline_ = i).type = "ts"), - (i.metadataStream = new Je.MetadataStream()), - (i.packetStream = new Je.TransportPacketStream()), - (i.parseStream = new Je.TransportParseStream()), - (i.elementaryStream = new Je.ElementaryStream()), - (i.timestampRolloverStream = - new Je.TimestampRolloverStream()), - (i.adtsStream = new rt()), - (i.h264Stream = new wt()), - (i.captionStream = new Je.CaptionStream(n)), - (i.coalesceStream = new _t(n, i.metadataStream)), - (i.headOfPipeline = i.packetStream), - i.packetStream - .pipe(i.parseStream) - .pipe(i.elementaryStream) - .pipe(i.timestampRolloverStream), - i.timestampRolloverStream.pipe(i.h264Stream), - i.timestampRolloverStream.pipe(i.adtsStream), - i.timestampRolloverStream - .pipe(i.metadataStream) - .pipe(i.coalesceStream), - i.h264Stream.pipe(i.captionStream).pipe(i.coalesceStream), - i.elementaryStream.on("data", function (e) { - var t; - if ("metadata" === e.type) { - for (t = e.tracks.length; t--; ) - r || "video" !== e.tracks[t].type - ? a || - "audio" !== e.tracks[t].type || - ((a = - e.tracks[ - t - ]).timelineStartInfo.baseMediaDecodeTime = - s.baseMediaDecodeTime) - : ((r = - e.tracks[ - t - ]).timelineStartInfo.baseMediaDecodeTime = - s.baseMediaDecodeTime); - r && - !i.videoSegmentStream && - (i.coalesceStream.numberOfTracks++, - (i.videoSegmentStream = new yt(r, n)), - i.videoSegmentStream.on( - "log", - s.getLogTrigger_("videoSegmentStream"), - ), - i.videoSegmentStream.on( - "timelineStartInfo", - function (e) { - a && - !n.keepOriginalTimestamps && - ((a.timelineStartInfo = e), - i.audioSegmentStream.setEarliestDts( - e.dts - s.baseMediaDecodeTime, - )); - }, - ), - i.videoSegmentStream.on( - "processedGopsInfo", - s.trigger.bind(s, "gopInfo"), - ), - i.videoSegmentStream.on( - "segmentTimingInfo", - s.trigger.bind(s, "videoSegmentTimingInfo"), - ), - i.videoSegmentStream.on( - "baseMediaDecodeTime", - function (e) { - a && - i.audioSegmentStream.setVideoBaseMediaDecodeTime( - e, - ); - }, - ), - i.videoSegmentStream.on( - "timingInfo", - s.trigger.bind(s, "videoTimingInfo"), - ), - i.h264Stream - .pipe(i.videoSegmentStream) - .pipe(i.coalesceStream)), - a && - !i.audioSegmentStream && - (i.coalesceStream.numberOfTracks++, - (i.audioSegmentStream = new Ct(a, n)), - i.audioSegmentStream.on( - "log", - s.getLogTrigger_("audioSegmentStream"), - ), - i.audioSegmentStream.on( - "timingInfo", - s.trigger.bind(s, "audioTimingInfo"), - ), - i.audioSegmentStream.on( - "segmentTimingInfo", - s.trigger.bind(s, "audioSegmentTimingInfo"), - ), - i.adtsStream - .pipe(i.audioSegmentStream) - .pipe(i.coalesceStream)), - s.trigger("trackinfo", { - hasAudio: !!a, - hasVideo: !!r, - }); - } - }), - i.coalesceStream.on( - "data", - this.trigger.bind(this, "data"), - ), - i.coalesceStream.on("id3Frame", function (e) { - (e.dispatchType = i.metadataStream.dispatchType), - s.trigger("id3Frame", e); - }), - i.coalesceStream.on( - "caption", - this.trigger.bind(this, "caption"), - ), - i.coalesceStream.on( - "done", - this.trigger.bind(this, "done"), - ), - ft(this, i); - }), - (this.setBaseMediaDecodeTime = function (e) { - var t = this.transmuxPipeline_; - n.keepOriginalTimestamps || (this.baseMediaDecodeTime = e), - a && - ((a.timelineStartInfo.dts = void 0), - (a.timelineStartInfo.pts = void 0), - _e(a), - t.audioTimestampRolloverStream && - t.audioTimestampRolloverStream.discontinuity()), - r && - (t.videoSegmentStream && - (t.videoSegmentStream.gopCache_ = []), - (r.timelineStartInfo.dts = void 0), - (r.timelineStartInfo.pts = void 0), - _e(r), - t.captionStream.reset()), - t.timestampRolloverStream && - t.timestampRolloverStream.discontinuity(); - }), - (this.setAudioAppendStart = function (e) { - a && - this.transmuxPipeline_.audioSegmentStream.setAudioAppendStart( - e, - ); - }), - (this.setRemux = function (e) { - var t = this.transmuxPipeline_; - (n.remux = e), - t && t.coalesceStream && t.coalesceStream.setRemux(e); - }), - (this.alignGopsWith = function (e) { - r && - this.transmuxPipeline_.videoSegmentStream && - this.transmuxPipeline_.videoSegmentStream.alignGopsWith(e); - }), - (this.getLogTrigger_ = function (t) { - var i = this; - return function (e) { - (e.stream = t), i.trigger("log", e); - }; - }), - (this.push = function (e) { - var t; - i && - ((t = Et(e)) && "aac" !== this.transmuxPipeline_.type - ? this.setupAacPipeline() - : t || - "ts" === this.transmuxPipeline_.type || - this.setupTsPipeline(), - (i = !1)), - this.transmuxPipeline_.headOfPipeline.push(e); - }), - (this.flush = function () { - (i = !0), this.transmuxPipeline_.headOfPipeline.flush(); - }), - (this.endTimeline = function () { - this.transmuxPipeline_.headOfPipeline.endTimeline(); - }), - (this.reset = function () { - this.transmuxPipeline_.headOfPipeline && - this.transmuxPipeline_.headOfPipeline.reset(); - }), - (this.resetCaptions = function () { - this.transmuxPipeline_.captionStream && - this.transmuxPipeline_.captionStream.reset(); - }); - }).prototype = new j()); - function It(e, c) { - var i = Rt(e, ["moof", "traf"]), - e = Rt(e, ["mdat"]), - d = {}, - n = []; - return ( - e.forEach(function (e, t) { - t = i[t]; - n.push({ mdat: e, traf: t }); - }), - n.forEach(function (e) { - var t, - i, - n, - r, - a, - s = e.mdat, - o = e.traf, - u = Rt(o, ["tfhd"]), - l = Ht(u[0]), - e = l.trackId, - u = Rt(o, ["tfdt"]), - u = 0 < u.length ? Bt(u[0]).baseMediaDecodeTime : 0, - o = Rt(o, ["trun"]); - c === e && - 0 < o.length && - ((o = o), - (t = u), - (i = (l = l).defaultSampleDuration || 0), - (n = l.defaultSampleSize || 0), - (r = l.trackId), - (a = []), - o.forEach(function (e) { - e = jt(e).samples; - e.forEach(function (e) { - void 0 === e.duration && (e.duration = i), - void 0 === e.size && (e.size = n), - (e.trackId = r), - (e.dts = t), - void 0 === e.compositionTimeOffset && - (e.compositionTimeOffset = 0), - "bigint" == typeof t - ? ((e.pts = t + qt.BigInt(e.compositionTimeOffset)), - (t += qt.BigInt(e.duration))) - : ((e.pts = t + e.compositionTimeOffset), - (t += e.duration)); - }), - (a = a.concat(e)); - }), - (s = (function (e, t, i) { - for ( - var n, - r, - a = new DataView(e.buffer, e.byteOffset, e.byteLength), - s = { logs: [], seiNals: [] }, - o = 0; - o + 4 < e.length; - o += n - ) - if (((n = a.getUint32(o)), (o += 4), !(n <= 0))) - switch (31 & e[o]) { - case 6: - var u = e.subarray(o + 1, o + 1 + n), - l = (function (e, t) { - for (var i = e, n = 0; n < t.length; n++) { - var r = t[n]; - if (i < r.size) return r; - i -= r.size; - } - return null; - })(o, t), - u = { - nalUnitType: "sei_rbsp", - size: n, - data: u, - escapedRBSP: Vt(u), - trackId: i, - }; - if (l) (u.pts = l.pts), (u.dts = l.dts), (r = l); - else { - if (!r) { - s.logs.push({ - level: "warn", - message: - "We've encountered a nal unit without data at " + - o + - " for trackId " + - i + - ". See mux.js#223.", - }); - break; - } - (u.pts = r.pts), (u.dts = r.dts); - } - s.seiNals.push(u); - } - return s; - })(s, a, e)), - d[e] || (d[e] = { seiNals: [], logs: [] }), - (d[e].seiNals = d[e].seiNals.concat(s.seiNals)), - (d[e].logs = d[e].logs.concat(s.logs))); - }), - d - ); - } - function xt(e) { - var t = 31 & e[1]; - return (t <<= 8), (t |= e[2]); - } - function At(e) { - return !!(64 & e[1]); - } - function Pt(e) { - var t = 0; - return 1 < (48 & e[3]) >>> 4 && (t += e[4] + 1), t; - } - function Lt(e) { - switch (e) { - case 5: - return "slice_layer_without_partitioning_rbsp_idr"; - case 6: - return "sei_rbsp"; - case 7: - return "seq_parameter_set_rbsp"; - case 8: - return "pic_parameter_set_rbsp"; - case 9: - return "access_unit_delimiter_rbsp"; - default: - return null; - } - } - var Dt = { - Transmuxer: vt, - VideoSegmentStream: yt, - AudioSegmentStream: Ct, - AUDIO_PROPERTIES: Tt, - VIDEO_PROPERTIES: St, - generateSegmentTimingInfo: gt, - }, - e = function (e) { - return e >>> 0; - }, - Ot = function (e) { - var t = ""; - return ( - (t += String.fromCharCode(e[0])), - (t += String.fromCharCode(e[1])), - (t += String.fromCharCode(e[2])), - (t += String.fromCharCode(e[3])) - ); - }, - Mt = e, - Rt = function e(t, i) { - var n, - r, - a, - s = []; - if (!i.length) return null; - for (n = 0; n < t.byteLength; ) - (r = Mt( - (t[n] << 24) | (t[n + 1] << 16) | (t[n + 2] << 8) | t[n + 3], - )), - (a = Ot(t.subarray(n + 4, n + 8))), - (r = 1 < r ? n + r : t.byteLength), - a === i[0] && - (1 === i.length - ? s.push(t.subarray(n + 8, r)) - : (a = e(t.subarray(n + 8, r), i.slice(1))).length && - (s = s.concat(a))), - (n = r); - return s; - }, - Nt = e, - Ut = q.getUint64, - Bt = function (e) { - var t = { - version: e[0], - flags: new Uint8Array(e.subarray(1, 4)), - }; - return ( - 1 === t.version - ? (t.baseMediaDecodeTime = Ut(e.subarray(4))) - : (t.baseMediaDecodeTime = Nt( - (e[4] << 24) | (e[5] << 16) | (e[6] << 8) | e[7], - )), - t - ); - }, - Ft = function (e) { - return { - isLeading: (12 & e[0]) >>> 2, - dependsOn: 3 & e[0], - isDependedOn: (192 & e[1]) >>> 6, - hasRedundancy: (48 & e[1]) >>> 4, - paddingValue: (14 & e[1]) >>> 1, - isNonSyncSample: 1 & e[1], - degradationPriority: (e[2] << 8) | e[3], - }; - }, - jt = function (e) { - var t, - i = { - version: e[0], - flags: new Uint8Array(e.subarray(1, 4)), - samples: [], - }, - n = new DataView(e.buffer, e.byteOffset, e.byteLength), - r = 1 & i.flags[2], - a = 4 & i.flags[2], - s = 1 & i.flags[1], - o = 2 & i.flags[1], - u = 4 & i.flags[1], - l = 8 & i.flags[1], - c = n.getUint32(4), - d = 8; - for ( - r && ((i.dataOffset = n.getInt32(d)), (d += 4)), - a && - c && - ((t = { flags: Ft(e.subarray(d, d + 4)) }), - (d += 4), - s && ((t.duration = n.getUint32(d)), (d += 4)), - o && ((t.size = n.getUint32(d)), (d += 4)), - l && - (1 === i.version - ? (t.compositionTimeOffset = n.getInt32(d)) - : (t.compositionTimeOffset = n.getUint32(d)), - (d += 4)), - i.samples.push(t), - c--); - c--; - - ) - (t = {}), - s && ((t.duration = n.getUint32(d)), (d += 4)), - o && ((t.size = n.getUint32(d)), (d += 4)), - u && ((t.flags = Ft(e.subarray(d, d + 4))), (d += 4)), - l && - (1 === i.version - ? (t.compositionTimeOffset = n.getInt32(d)) - : (t.compositionTimeOffset = n.getUint32(d)), - (d += 4)), - i.samples.push(t); - return i; - }, - Ht = function (e) { - var t = new DataView(e.buffer, e.byteOffset, e.byteLength), - i = { - version: e[0], - flags: new Uint8Array(e.subarray(1, 4)), - trackId: t.getUint32(4), - }, - n = 1 & i.flags[2], - r = 2 & i.flags[2], - a = 8 & i.flags[2], - s = 16 & i.flags[2], - o = 32 & i.flags[2], - u = 65536 & i.flags[0], - l = 131072 & i.flags[0], - e = 8; - return ( - n && ((e += 4), (i.baseDataOffset = t.getUint32(12)), (e += 4)), - r && ((i.sampleDescriptionIndex = t.getUint32(e)), (e += 4)), - a && ((i.defaultSampleDuration = t.getUint32(e)), (e += 4)), - s && ((i.defaultSampleSize = t.getUint32(e)), (e += 4)), - o && (i.defaultSampleFlags = t.getUint32(e)), - u && (i.durationIsEmpty = !0), - !n && l && (i.baseDataOffsetIsMoof = !0), - i - ); - }, - j = - "undefined" != typeof globalThis - ? globalThis - : "undefined" != typeof window - ? window - : "undefined" != typeof global - ? global - : "undefined" != typeof self - ? self - : {}, - j = - "undefined" != typeof window - ? window - : "undefined" != typeof j - ? j - : "undefined" != typeof self - ? self - : {}, - qt = j, - Vt = ke, - Wt = Fe.CaptionStream, - Gt = function () { - var t, - r, - a, - s, - o, - i, - n = !1; - (this.isInitialized = function () { - return n; - }), - (this.init = function (e) { - (t = new Wt()), - (n = !0), - (i = !!e && e.isPartial), - t.on("data", function (e) { - (e.startTime = e.startPts / s), - (e.endTime = e.endPts / s), - o.captions.push(e), - (o.captionStreams[e.stream] = !0); - }), - t.on("log", function (e) { - o.logs.push(e); - }); - }), - (this.isNewInit = function (e, t) { - return ( - !( - (e && 0 === e.length) || - (t && "object" == typeof t && 0 === Object.keys(t).length) - ) && - (a !== e[0] || s !== t[a]) - ); - }), - (this.parse = function (e, t, i) { - if (!this.isInitialized()) return null; - if (!t || !i) return null; - if (this.isNewInit(t, i)) (a = t[0]), (s = i[a]); - else if (null === a || !s) return r.push(e), null; - for (; 0 < r.length; ) { - var n = r.shift(); - this.parse(n, t, i); - } - return ( - (e = (function (e, t, i) { - if (null === t) return null; - t = It(e, t)[t] || {}; - return { seiNals: t.seiNals, logs: t.logs, timescale: i }; - })(e, a, s)) && - e.logs && - (o.logs = o.logs.concat(e.logs)), - null !== e && e.seiNals - ? (this.pushNals(e.seiNals), this.flushStream(), o) - : o.logs.length - ? { logs: o.logs, captions: [], captionStreams: [] } - : null - ); - }), - (this.pushNals = function (e) { - if (!this.isInitialized() || !e || 0 === e.length) - return null; - e.forEach(function (e) { - t.push(e); - }); - }), - (this.flushStream = function () { - if (!this.isInitialized()) return null; - i ? t.partialFlush() : t.flush(); - }), - (this.clearParsedCaptions = function () { - (o.captions = []), (o.captionStreams = {}), (o.logs = []); - }), - (this.resetCaptionStream = function () { - if (!this.isInitialized()) return null; - t.reset(); - }), - (this.clearAllCaptions = function () { - this.clearParsedCaptions(), this.resetCaptionStream(); - }), - (this.reset = function () { - (r = []), - (s = a = null), - o - ? this.clearParsedCaptions() - : (o = { captions: [], captionStreams: {}, logs: [] }), - this.resetCaptionStream(); - }), - this.reset(); - }, - zt = e, - Xt = function (e) { - return ("00" + e.toString(16)).slice(-2); - }, - Kt = q.getUint64, - j = function (e) { - return Rt(e, ["moov", "trak"]).reduce(function (e, t) { - var i, - n, - r = Rt(t, ["tkhd"])[0]; - return r - ? ((i = r[0]), - (r = zt( - (r[(n = 0 === i ? 12 : 20)] << 24) | - (r[1 + n] << 16) | - (r[2 + n] << 8) | - r[3 + n], - )), - (t = Rt(t, ["mdia", "mdhd"])[0]) - ? ((i = t[0]), - (e[r] = zt( - (t[(n = 0 === i ? 12 : 20)] << 24) | - (t[1 + n] << 16) | - (t[2 + n] << 8) | - t[3 + n], - )), - e) - : null) - : null; - }, {}); - }, - ke = function (a, e) { - e = Rt(e, ["moof", "traf"]).reduce(function (e, t) { - var i, - n = Rt(t, ["tfhd"])[0], - r = zt((n[4] << 24) | (n[5] << 16) | (n[6] << 8) | n[7]), - n = a[r] || 9e4, - r = Rt(t, ["tfdt"])[0], - t = new DataView(r.buffer, r.byteOffset, r.byteLength), - t = 1 === r[0] ? Kt(r.subarray(4, 12)) : t.getUint32(4); - return ( - "bigint" == typeof t - ? (i = t / qt.BigInt(n)) - : "number" != typeof t || isNaN(t) || (i = t / n), - (e = - (i = i < Number.MAX_SAFE_INTEGER ? Number(i) : i) < e - ? i - : e) - ); - }, 1 / 0); - return "bigint" == typeof e || isFinite(e) ? e : 0; - }, - e = function (e) { - var e = Rt(e, ["moov", "trak"]), - n = []; - return ( - e.forEach(function (e) { - var t = Rt(e, ["mdia", "hdlr"]), - i = Rt(e, ["tkhd"]); - t.forEach(function (e, t) { - (e = Ot(e.subarray(8, 12))), (t = i[t]); - "vide" === e && - ((t = - 0 === - (t = new DataView( - t.buffer, - t.byteOffset, - t.byteLength, - )).getUint8(0) - ? t.getUint32(12) - : t.getUint32(20)), - n.push(t)); - }); - }), - n - ); - }, - Yt = function (e) { - var t = 0 === e[0] ? 12 : 20; - return zt( - (e[t] << 24) | (e[1 + t] << 16) | (e[2 + t] << 8) | e[3 + t], - ); - }, - q = function (e) { - var e = Rt(e, ["moov", "trak"]), - s = []; - return ( - e.forEach(function (e) { - var t = {}, - i = Rt(e, ["tkhd"])[0]; - i && - ((i = (n = new DataView( - i.buffer, - i.byteOffset, - i.byteLength, - )).getUint8(0)), - (t.id = 0 === i ? n.getUint32(12) : n.getUint32(20))); - var n = Rt(e, ["mdia", "hdlr"])[0]; - n && - ((a = Ot(n.subarray(8, 12))), - (t.type = - "vide" === a ? "video" : "soun" === a ? "audio" : a)); - var r, - a = Rt(e, ["mdia", "minf", "stbl", "stsd"])[0]; - a && - ((a = a.subarray(8)), - (t.codec = Ot(a.subarray(4, 8))), - (a = Rt(a, [t.codec])[0]) && - (/^[asm]vc[1-9]$/i.test(t.codec) - ? ((r = a.subarray(78)), - "avcC" === Ot(r.subarray(4, 8)) && 11 < r.length - ? ((t.codec += "."), - (t.codec += Xt(r[9])), - (t.codec += Xt(r[10])), - (t.codec += Xt(r[11]))) - : (t.codec = "avc1.4d400d")) - : /^mp4[a,v]$/i.test(t.codec) - ? ((r = a.subarray(28)), - "esds" === Ot(r.subarray(4, 8)) && - 20 < r.length && - 0 !== r[19] - ? ((t.codec += "." + Xt(r[19])), - (t.codec += - "." + - Xt((r[20] >>> 2) & 63).replace(/^0/, ""))) - : (t.codec = "mp4a.40.2")) - : (t.codec = t.codec.toLowerCase()))); - e = Rt(e, ["mdia", "mdhd"])[0]; - e && (t.timescale = Yt(e)), s.push(t); - }), - s - ); - }, - Qt = ke, - $t = q, - Jt = Ie, - Zt = {}; - (Zt.ts = { - parseType: function (e, t) { - e = xt(e); - return 0 === e ? "pat" : e === t ? "pmt" : t ? "pes" : null; - }, - parsePat: function (e) { - var t = At(e), - i = 4 + Pt(e); - return t && (i += e[i] + 1), ((31 & e[i + 10]) << 8) | e[i + 11]; - }, - parsePmt: function (e) { - var t = {}, - i = At(e), - n = 4 + Pt(e); - if ((i && (n += e[n] + 1), 1 & e[n + 5])) { - for ( - var r = 3 + (((15 & e[n + 1]) << 8) | e[n + 2]) - 4, - a = 12 + (((15 & e[n + 10]) << 8) | e[n + 11]); - a < r; - - ) { - var s = n + a; - (t[((31 & e[s + 1]) << 8) | e[s + 2]] = e[s]), - (a += 5 + (((15 & e[s + 3]) << 8) | e[s + 4])); - } - return t; - } - }, - parsePayloadUnitStartIndicator: At, - parsePesType: function (e, t) { - switch (t[xt(e)]) { - case je.H264_STREAM_TYPE: - return "video"; - case je.ADTS_STREAM_TYPE: - return "audio"; - case je.METADATA_STREAM_TYPE: - return "timed-metadata"; - default: - return null; - } - }, - parsePesTime: function (e) { - if (!At(e)) return null; - var t = 4 + Pt(e); - if (t >= e.byteLength) return null; - var i = null, - n = e[t + 7]; - return ( - 192 & n && - (((i = {}).pts = - ((14 & e[t + 9]) << 27) | - ((255 & e[t + 10]) << 20) | - ((254 & e[t + 11]) << 12) | - ((255 & e[t + 12]) << 5) | - ((254 & e[t + 13]) >>> 3)), - (i.pts *= 4), - (i.pts += (6 & e[t + 13]) >>> 1), - (i.dts = i.pts), - 64 & n && - ((i.dts = - ((14 & e[t + 14]) << 27) | - ((255 & e[t + 15]) << 20) | - ((254 & e[t + 16]) << 12) | - ((255 & e[t + 17]) << 5) | - ((254 & e[t + 18]) >>> 3)), - (i.dts *= 4), - (i.dts += (6 & e[t + 18]) >>> 1))), - i - ); - }, - videoPacketContainsKeyFrame: function (e) { - for ( - var t = 4 + Pt(e), i = e.subarray(t), n = 0, r = 0, a = !1; - r < i.byteLength - 3; - r++ - ) - if (1 === i[r + 2]) { - n = r + 5; - break; - } - for (; n < i.byteLength; ) - switch (i[n]) { - case 0: - if (0 !== i[n - 1]) { - n += 2; - break; - } - if (0 !== i[n - 2]) { - n++; - break; - } - for ( - r + 3 !== n - 2 && - "slice_layer_without_partitioning_rbsp_idr" === - Lt(31 & i[r + 3]) && - (a = !0); - 1 !== i[++n] && n < i.length; - - ); - (r = n - 2), (n += 3); - break; - case 1: - if (0 !== i[n - 1] || 0 !== i[n - 2]) { - n += 3; - break; - } - "slice_layer_without_partitioning_rbsp_idr" === - Lt(31 & i[r + 3]) && (a = !0), - (r = n - 2), - (n += 3); - break; - default: - n += 3; - } - return ( - (i = i.subarray(r)), - (n -= r), - (r = 0), - (a = - i && - 3 < i.byteLength && - "slice_layer_without_partitioning_rbsp_idr" === - Lt(31 & i[r + 3]) - ? !0 - : a) - ); - }, - }), - (Zt.aac = dt); - function ei(e, t, i) { - for (var n, r, a, s, o = 0, u = 188, l = !1; u <= e.byteLength; ) - if (71 !== e[o] || (71 !== e[u] && u !== e.byteLength)) o++, u++; - else { - if ( - ((n = e.subarray(o, u)), - "pes" === Zt.ts.parseType(n, t.pid) && - ((r = Zt.ts.parsePesType(n, t.table)), - (a = Zt.ts.parsePayloadUnitStartIndicator(n)), - "audio" === r && - a && - (s = Zt.ts.parsePesTime(n)) && - ((s.type = "audio"), i.audio.push(s), (l = !0))), - l) - ) - break; - (o += 188), (u += 188); - } - for (o = (u = e.byteLength) - 188, l = !1; 0 <= o; ) - if (71 !== e[o] || (71 !== e[u] && u !== e.byteLength)) o--, u--; - else { - if ( - ((n = e.subarray(o, u)), - "pes" === Zt.ts.parseType(n, t.pid) && - ((r = Zt.ts.parsePesType(n, t.table)), - (a = Zt.ts.parsePayloadUnitStartIndicator(n)), - "audio" === r && - a && - (s = Zt.ts.parsePesTime(n)) && - ((s.type = "audio"), i.audio.push(s), (l = !0))), - l) - ) - break; - (o -= 188), (u -= 188); - } - } - function ti(e) { - var t, - i = { pid: null, table: null }, - n = {}; - for (t in (!(function (e, t) { - for (var i, n = 0, r = 188; r < e.byteLength; ) - if (71 !== e[n] || 71 !== e[r]) n++, r++; - else { - switch (((i = e.subarray(n, r)), Zt.ts.parseType(i, t.pid))) { - case "pat": - t.pid = Zt.ts.parsePat(i); - break; - case "pmt": - var a = Zt.ts.parsePmt(i); - (t.table = t.table || {}), - Object.keys(a).forEach(function (e) { - t.table[e] = a[e]; - }); - } - (n += 188), (r += 188); - } - })(e, i), - i.table)) - if (i.table.hasOwnProperty(t)) - switch (i.table[t]) { - case je.H264_STREAM_TYPE: - (n.video = []), - (function (e, t, i) { - for ( - var n, - r, - a, - s, - o, - u, - l, - c, - d = 0, - h = 188, - p = !1, - f = { data: [], size: 0 }; - h < e.byteLength; - - ) - if (71 !== e[d] || 71 !== e[h]) d++, h++; - else { - if ( - ((n = e.subarray(d, h)), - "pes" === Zt.ts.parseType(n, t.pid)) - ) - if ( - ((r = Zt.ts.parsePesType(n, t.table)), - (a = Zt.ts.parsePayloadUnitStartIndicator(n)), - "video" === r && - (a && - !p && - (s = Zt.ts.parsePesTime(n)) && - ((s.type = "video"), - i.video.push(s), - (p = !0)), - !i.firstKeyFrame)) - ) { - if (a && 0 !== f.size) { - for ( - o = new Uint8Array(f.size), u = 0; - f.data.length; - - ) - (l = f.data.shift()), - o.set(l, u), - (u += l.byteLength); - !Zt.ts.videoPacketContainsKeyFrame(o) || - ((c = Zt.ts.parsePesTime(o)) && - ((i.firstKeyFrame = c), - (i.firstKeyFrame.type = "video"))), - (f.size = 0); - } - f.data.push(n), (f.size += n.byteLength); - } - if (p && i.firstKeyFrame) break; - (d += 188), (h += 188); - } - for (d = (h = e.byteLength) - 188, p = !1; 0 <= d; ) - if (71 !== e[d] || 71 !== e[h]) d--, h--; - else { - if ( - ((n = e.subarray(d, h)), - "pes" === Zt.ts.parseType(n, t.pid) && - ((r = Zt.ts.parsePesType(n, t.table)), - (a = Zt.ts.parsePayloadUnitStartIndicator(n)), - "video" === r && - a && - (s = Zt.ts.parsePesTime(n)) && - ((s.type = "video"), - i.video.push(s), - (p = !0))), - p) - ) - break; - (d -= 188), (h -= 188); - } - })(e, i, n), - 0 === n.video.length && delete n.video; - break; - case je.ADTS_STREAM_TYPE: - (n.audio = []), - ei(e, i, n), - 0 === n.audio.length && delete n.audio; - } - return n; - } - var ii = ue, - ni = function (e, t) { - var i, - n, - r = ( - Zt.aac.isLikelyAacData(e) - ? function (e) { - for ( - var t, - i = !1, - n = 0, - r = null, - a = null, - s = 0, - o = 0; - 3 <= e.length - o; - - ) { - switch (Zt.aac.parseType(e, o)) { - case "timed-metadata": - if (e.length - o < 10) { - i = !0; - break; - } - if ( - (s = Zt.aac.parseId3TagSize(e, o)) > e.length - ) { - i = !0; - break; - } - null === a && - ((t = e.subarray(o, o + s)), - (a = Zt.aac.parseAacTimestamp(t))), - (o += s); - break; - case "audio": - if (e.length - o < 7) { - i = !0; - break; - } - if ((s = Zt.aac.parseAdtsSize(e, o)) > e.length) { - i = !0; - break; - } - null === r && - ((t = e.subarray(o, o + s)), - (r = Zt.aac.parseSampleRate(t))), - n++, - (o += s); - break; - default: - o++; - } - if (i) return null; - } - if (null === r || null === a) return null; - var u = ii / r; - return { - audio: [ - { type: "audio", dts: a, pts: a }, - { - type: "audio", - dts: a + 1024 * n * u, - pts: a + 1024 * n * u, - }, - ], - }; - } - : ti - )(e); - return r && (r.audio || r.video) - ? ((e = t), - (t = r).audio && - t.audio.length && - (("undefined" != typeof (i = e) && !isNaN(i)) || - (i = t.audio[0].dts), - t.audio.forEach(function (e) { - (e.dts = Jt(e.dts, i)), - (e.pts = Jt(e.pts, i)), - (e.dtsTime = e.dts / ii), - (e.ptsTime = e.pts / ii); - })), - t.video && - t.video.length && - (("undefined" != typeof (n = e) && !isNaN(n)) || - (n = t.video[0].dts), - t.video.forEach(function (e) { - (e.dts = Jt(e.dts, n)), - (e.pts = Jt(e.pts, n)), - (e.dtsTime = e.dts / ii), - (e.ptsTime = e.pts / ii); - }), - t.firstKeyFrame && - (((t = t.firstKeyFrame).dts = Jt(t.dts, n)), - (t.pts = Jt(t.pts, n)), - (t.dtsTime = t.dts / ii), - (t.ptsTime = t.pts / ii))), - r) - : null; - }, - ri = (function () { - function e(e, t) { - (this.options = t || {}), (this.self = e), this.init(); - } - var t = e.prototype; - return ( - (t.init = function () { - var i, e; - this.transmuxer && this.transmuxer.dispose(), - (this.transmuxer = new Dt.Transmuxer(this.options)), - (i = this.self), - (e = this.transmuxer).on("data", function (e) { - var t = e.initSegment; - e.initSegment = { - data: t.buffer, - byteOffset: t.byteOffset, - byteLength: t.byteLength, - }; - t = e.data; - (e.data = t.buffer), - i.postMessage( - { - action: "data", - segment: e, - byteOffset: t.byteOffset, - byteLength: t.byteLength, - }, - [e.data], - ); - }), - e.on("done", function (e) { - i.postMessage({ action: "done" }); - }), - e.on("gopInfo", function (e) { - i.postMessage({ action: "gopInfo", gopInfo: e }); - }), - e.on("videoSegmentTimingInfo", function (e) { - var t = { - start: { - decode: ce(e.start.dts), - presentation: ce(e.start.pts), - }, - end: { - decode: ce(e.end.dts), - presentation: ce(e.end.pts), - }, - baseMediaDecodeTime: ce(e.baseMediaDecodeTime), - }; - e.prependedContentDuration && - (t.prependedContentDuration = ce( - e.prependedContentDuration, - )), - i.postMessage({ - action: "videoSegmentTimingInfo", - videoSegmentTimingInfo: t, - }); - }), - e.on("audioSegmentTimingInfo", function (e) { - var t = { - start: { - decode: ce(e.start.dts), - presentation: ce(e.start.pts), - }, - end: { - decode: ce(e.end.dts), - presentation: ce(e.end.pts), - }, - baseMediaDecodeTime: ce(e.baseMediaDecodeTime), - }; - e.prependedContentDuration && - (t.prependedContentDuration = ce( - e.prependedContentDuration, - )), - i.postMessage({ - action: "audioSegmentTimingInfo", - audioSegmentTimingInfo: t, - }); - }), - e.on("id3Frame", function (e) { - i.postMessage({ action: "id3Frame", id3Frame: e }); - }), - e.on("caption", function (e) { - i.postMessage({ action: "caption", caption: e }); - }), - e.on("trackinfo", function (e) { - i.postMessage({ action: "trackinfo", trackInfo: e }); - }), - e.on("audioTimingInfo", function (e) { - i.postMessage({ - action: "audioTimingInfo", - audioTimingInfo: { start: ce(e.start), end: ce(e.end) }, - }); - }), - e.on("videoTimingInfo", function (e) { - i.postMessage({ - action: "videoTimingInfo", - videoTimingInfo: { start: ce(e.start), end: ce(e.end) }, - }); - }), - e.on("log", function (e) { - i.postMessage({ action: "log", log: e }); - }); - }), - (t.pushMp4Captions = function (e) { - this.captionParser || - ((this.captionParser = new Gt()), - this.captionParser.init()); - var t = new Uint8Array(e.data, e.byteOffset, e.byteLength), - e = this.captionParser.parse(t, e.trackIds, e.timescales); - this.self.postMessage( - { - action: "mp4Captions", - captions: (e && e.captions) || [], - logs: (e && e.logs) || [], - data: t.buffer, - }, - [t.buffer], - ); - }), - (t.probeMp4StartTime = function (e) { - var t = e.timescales, - e = e.data, - t = Qt(t, e); - this.self.postMessage( - { action: "probeMp4StartTime", startTime: t, data: e }, - [e.buffer], - ); - }), - (t.probeMp4Tracks = function (e) { - var t = e.data, - e = $t(t); - this.self.postMessage( - { action: "probeMp4Tracks", tracks: e, data: t }, - [t.buffer], - ); - }), - (t.probeTs = function (e) { - var t = e.data, - i = e.baseStartTime, - e = "number" != typeof i || isNaN(i) ? void 0 : i * ue, - i = ni(t, e), - e = null; - i && - ((e = { - hasVideo: (i.video && 2 === i.video.length) || !1, - hasAudio: (i.audio && 2 === i.audio.length) || !1, - }).hasVideo && (e.videoStart = i.video[0].ptsTime), - e.hasAudio && (e.audioStart = i.audio[0].ptsTime)), - this.self.postMessage( - { action: "probeTs", result: e, data: t }, - [t.buffer], - ); - }), - (t.clearAllMp4Captions = function () { - this.captionParser && this.captionParser.clearAllCaptions(); - }), - (t.clearParsedMp4Captions = function () { - this.captionParser && - this.captionParser.clearParsedCaptions(); - }), - (t.push = function (e) { - e = new Uint8Array(e.data, e.byteOffset, e.byteLength); - this.transmuxer.push(e); - }), - (t.reset = function () { - this.transmuxer.reset(); - }), - (t.setTimestampOffset = function (e) { - e = e.timestampOffset || 0; - this.transmuxer.setBaseMediaDecodeTime(Math.round(le(e))); - }), - (t.setAudioAppendStart = function (e) { - this.transmuxer.setAudioAppendStart( - Math.ceil(le(e.appendStart)), - ); - }), - (t.setRemux = function (e) { - this.transmuxer.setRemux(e.remux); - }), - (t.flush = function (e) { - this.transmuxer.flush(), - self.postMessage({ action: "done", type: "transmuxed" }); - }), - (t.endTimeline = function () { - this.transmuxer.endTimeline(), - self.postMessage({ - action: "endedtimeline", - type: "transmuxed", - }); - }), - (t.alignGopsWith = function (e) { - this.transmuxer.alignGopsWith(e.gopsToAlignWith.slice()); - }), - e - ); - })(); - self.onmessage = function (e) { - "init" === e.data.action && e.data.options - ? (this.messageHandlers = new ri(self, e.data.options)) - : (this.messageHandlers || (this.messageHandlers = new ri(self)), - e.data && - e.data.action && - "init" !== e.data.action && - this.messageHandlers[e.data.action] && - this.messageHandlers[e.data.action](e.data)); - }; - }), - ), - ), - Cl = function (e) { - (e.currentTransmux = null), - e.transmuxQueue.length && - ((e.currentTransmux = e.transmuxQueue.shift()), - "function" == typeof e.currentTransmux - ? e.currentTransmux() - : Du(e.currentTransmux)); - }, - Il = function (e) { - Mu("reset", e); - }, - xl = function (e) { - var t = new kl(); - (t.currentTransmux = null), (t.transmuxQueue = []); - var i = t.terminate; - return ( - (t.terminate = function () { - return ( - (t.currentTransmux = null), (t.transmuxQueue.length = 0), i.call(t) - ); - }), - t.postMessage({ action: "init", options: e }), - t - ); - }, - Al = 2, - Pl = -101, - Ll = -102, - Dl = Ro("CodecUtils"), - Ol = Ro("PlaylistSelector"), - ar = function () { - var e = (this.useDevicePixelRatio && window.devicePixelRatio) || 1; - return il( - this.playlists.master, - this.systemBandwidth, - parseInt(Zu(this.tech_.el(), "width"), 10) * e, - parseInt(Zu(this.tech_.el(), "height"), 10) * e, - this.limitRenditionByPlayerDimensions, - this.masterPlaylistController_, - ); - }, - Ml = (function (n) { - function e(e, t) { - var i = n.call(this) || this; - if (!e) throw new TypeError("Initialization settings are required"); - if ("function" != typeof e.currentTime) - throw new TypeError("No currentTime getter specified"); - if (!e.mediaSource) throw new TypeError("No MediaSource specified"); - return ( - (i.bandwidth = e.bandwidth), - (i.throughput = { rate: 0, count: 0 }), - (i.roundTrip = NaN), - i.resetStats_(), - (i.mediaIndex = null), - (i.partIndex = null), - (i.hasPlayed_ = e.hasPlayed), - (i.currentTime_ = e.currentTime), - (i.seekable_ = e.seekable), - (i.seeking_ = e.seeking), - (i.duration_ = e.duration), - (i.mediaSource_ = e.mediaSource), - (i.vhs_ = e.vhs), - (i.loaderType_ = e.loaderType), - (i.currentMediaInfo_ = void 0), - (i.startingMediaInfo_ = void 0), - (i.segmentMetadataTrack_ = e.segmentMetadataTrack), - (i.goalBufferLength_ = e.goalBufferLength), - (i.sourceType_ = e.sourceType), - (i.sourceUpdater_ = e.sourceUpdater), - (i.inbandTextTracks_ = e.inbandTextTracks), - (i.state_ = "INIT"), - (i.timelineChangeController_ = e.timelineChangeController), - (i.shouldSaveSegmentTimingInfo_ = !0), - (i.parse708captions_ = e.parse708captions), - (i.useDtsForTimestampOffset_ = e.useDtsForTimestampOffset), - (i.captionServices_ = e.captionServices), - (i.experimentalExactManifestTimings = - e.experimentalExactManifestTimings), - (i.checkBufferTimeout_ = null), - (i.error_ = void 0), - (i.currentTimeline_ = -1), - (i.pendingSegment_ = null), - (i.xhrOptions_ = null), - (i.pendingSegments_ = []), - (i.audioDisabled_ = !1), - (i.isPendingTimestampOffset_ = !1), - (i.gopBuffer_ = []), - (i.timeMapping_ = 0), - (i.safeAppend_ = 11 <= tr.browser.IE_VERSION), - (i.appendInitSegment_ = { audio: !0, video: !0 }), - (i.playlistOfLastInitSegment_ = { audio: null, video: null }), - (i.callQueue_ = []), - (i.loadQueue_ = []), - (i.metadataQueue_ = { id3: [], caption: [] }), - (i.waitingOnRemove_ = !1), - (i.quotaExceededErrorRetryTimeout_ = null), - (i.activeInitSegmentId_ = null), - (i.initSegments_ = {}), - (i.cacheEncryptionKeys_ = e.cacheEncryptionKeys), - (i.keyCache_ = {}), - (i.decrypter_ = e.decrypter), - (i.syncController_ = e.syncController), - (i.syncPoint_ = { segmentIndex: 0, time: 0 }), - (i.transmuxer_ = i.createTransmuxer_()), - (i.triggerSyncInfoUpdate_ = function () { - return i.trigger("syncinfoupdate"); - }), - i.syncController_.on("syncinfoupdate", i.triggerSyncInfoUpdate_), - i.mediaSource_.addEventListener("sourceopen", function () { - i.isEndOfStream_() || (i.ended_ = !1); - }), - (i.fetchAtBuffer_ = !1), - (i.logger_ = Ro("SegmentLoader[" + i.loaderType_ + "]")), - Object.defineProperty(ft(i), "state", { - get: function () { - return this.state_; - }, - set: function (e) { - e !== this.state_ && - (this.logger_(this.state_ + " -> " + e), - (this.state_ = e), - this.trigger("statechange")); - }, - }), - i.sourceUpdater_.on("ready", function () { - i.hasEnoughInfoToAppend_() && i.processCallQueue_(); - }), - "main" === i.loaderType_ && - i.timelineChangeController_.on( - "pendingtimelinechange", - function () { - i.hasEnoughInfoToAppend_() && i.processCallQueue_(); - }, - ), - "audio" === i.loaderType_ && - i.timelineChangeController_.on("timelinechange", function () { - i.hasEnoughInfoToLoad_() && i.processLoadQueue_(), - i.hasEnoughInfoToAppend_() && i.processCallQueue_(); - }), - i - ); - } - mt(e, n); - var t = e.prototype; - return ( - (t.createTransmuxer_ = function () { - return xl({ - remux: !1, - alignGopsAtEnd: this.safeAppend_, - keepOriginalTimestamps: !0, - parse708captions: this.parse708captions_, - captionServices: this.captionServices_, - }); - }), - (t.resetStats_ = function () { - (this.mediaBytesTransferred = 0), - (this.mediaRequests = 0), - (this.mediaRequestsAborted = 0), - (this.mediaRequestsTimedout = 0), - (this.mediaRequestsErrored = 0), - (this.mediaTransferDuration = 0), - (this.mediaSecondsLoaded = 0), - (this.mediaAppends = 0); - }), - (t.dispose = function () { - this.trigger("dispose"), - (this.state = "DISPOSED"), - this.pause(), - this.abort_(), - this.transmuxer_ && this.transmuxer_.terminate(), - this.resetStats_(), - this.checkBufferTimeout_ && - window.clearTimeout(this.checkBufferTimeout_), - this.syncController_ && - this.triggerSyncInfoUpdate_ && - this.syncController_.off( - "syncinfoupdate", - this.triggerSyncInfoUpdate_, - ), - this.off(); - }), - (t.setAudio = function (e) { - (this.audioDisabled_ = !e), - e - ? (this.appendInitSegment_.audio = !0) - : this.sourceUpdater_.removeAudio(0, this.duration_()); - }), - (t.abort = function () { - "WAITING" === this.state - ? (this.abort_(), - (this.state = "READY"), - this.paused() || this.monitorBuffer_()) - : this.pendingSegment_ && (this.pendingSegment_ = null); - }), - (t.abort_ = function () { - this.pendingSegment_ && - this.pendingSegment_.abortRequests && - this.pendingSegment_.abortRequests(), - (this.pendingSegment_ = null), - (this.callQueue_ = []), - (this.loadQueue_ = []), - (this.metadataQueue_.id3 = []), - (this.metadataQueue_.caption = []), - this.timelineChangeController_.clearPendingTimelineChange( - this.loaderType_, - ), - (this.waitingOnRemove_ = !1), - window.clearTimeout(this.quotaExceededErrorRetryTimeout_), - (this.quotaExceededErrorRetryTimeout_ = null); - }), - (t.checkForAbort_ = function (e) { - return "APPENDING" !== this.state || this.pendingSegment_ - ? !this.pendingSegment_ || this.pendingSegment_.requestId !== e - : ((this.state = "READY"), !0); - }), - (t.error = function (e) { - return ( - "undefined" != typeof e && - (this.logger_("error occurred:", e), (this.error_ = e)), - (this.pendingSegment_ = null), - this.error_ - ); - }), - (t.endOfStream = function () { - (this.ended_ = !0), - this.transmuxer_ && Il(this.transmuxer_), - (this.gopBuffer_.length = 0), - this.pause(), - this.trigger("ended"); - }), - (t.buffered_ = function () { - var e = this.getMediaInfo_(); - if (!this.sourceUpdater_ || !e) return tr.createTimeRanges(); - if ("main" === this.loaderType_) { - var t = e.hasAudio, - i = e.hasVideo, - e = e.isMuxed; - if (i && t && !this.audioDisabled_ && !e) - return this.sourceUpdater_.buffered(); - if (i) return this.sourceUpdater_.videoBuffered(); - } - return this.sourceUpdater_.audioBuffered(); - }), - (t.initSegmentForMap = function (e, t) { - if ((void 0 === t && (t = !1), !e)) return null; - var i = Su(e), - n = this.initSegments_[i]; - return ( - t && - !n && - e.bytes && - (this.initSegments_[i] = n = - { - resolvedUri: e.resolvedUri, - byterange: e.byterange, - bytes: e.bytes, - tracks: e.tracks, - timescales: e.timescales, - }), - n || e - ); - }), - (t.segmentKey = function (e, t) { - if ((void 0 === t && (t = !1), !e)) return null; - var i = wu(e), - n = this.keyCache_[i]; - this.cacheEncryptionKeys_ && - t && - !n && - e.bytes && - (this.keyCache_[i] = n = - { resolvedUri: e.resolvedUri, bytes: e.bytes }); - e = { resolvedUri: (n || e).resolvedUri }; - return n && (e.bytes = n.bytes), e; - }), - (t.couldBeginLoading_ = function () { - return this.playlist_ && !this.paused(); - }), - (t.load = function () { - if ((this.monitorBuffer_(), this.playlist_)) - return "INIT" === this.state && this.couldBeginLoading_() - ? this.init_() - : void ( - !this.couldBeginLoading_() || - ("READY" !== this.state && "INIT" !== this.state) || - (this.state = "READY") - ); - }), - (t.init_ = function () { - return ( - (this.state = "READY"), - this.resetEverything(), - this.monitorBuffer_() - ); - }), - (t.playlist = function (e, t) { - if ((void 0 === t && (t = {}), e)) { - var i = this.playlist_, - n = this.pendingSegment_; - (this.playlist_ = e), - (this.xhrOptions_ = t), - "INIT" === this.state && - ((e.syncInfo = { mediaSequence: e.mediaSequence, time: 0 }), - "main" === this.loaderType_ && - this.syncController_.setDateTimeMappingForStart(e)); - var r = null; - if ( - (i && (i.id ? (r = i.id) : i.uri && (r = i.uri)), - this.logger_( - "playlist update [" + r + " => " + (e.id || e.uri) + "]", - ), - this.trigger("syncinfoupdate"), - "INIT" === this.state && this.couldBeginLoading_()) - ) - return this.init_(); - if (!i || i.uri !== e.uri) - return ( - null !== this.mediaIndex && - (e.endList ? this.resyncLoader() : this.resetLoader()), - (this.currentMediaInfo_ = void 0), - void this.trigger("playlistupdate") - ); - t = e.mediaSequence - i.mediaSequence; - this.logger_("live window shift [" + t + "]"), - null !== this.mediaIndex && - ((this.mediaIndex -= t), - this.mediaIndex < 0 - ? ((this.mediaIndex = null), (this.partIndex = null)) - : ((r = this.playlist_.segments[this.mediaIndex]), - !this.partIndex || - (r.parts && r.parts.length && r.parts[this.partIndex]) || - ((r = this.mediaIndex), - this.logger_( - "currently processing part (index " + - this.partIndex + - ") no longer exists.", - ), - this.resetLoader(), - (this.mediaIndex = r)))), - n && - ((n.mediaIndex -= t), - n.mediaIndex < 0 - ? ((n.mediaIndex = null), (n.partIndex = null)) - : (0 <= n.mediaIndex && - (n.segment = e.segments[n.mediaIndex]), - 0 <= n.partIndex && - n.segment.parts && - (n.part = n.segment.parts[n.partIndex]))), - this.syncController_.saveExpiredSegmentInfo(i, e); - } - }), - (t.pause = function () { - this.checkBufferTimeout_ && - (window.clearTimeout(this.checkBufferTimeout_), - (this.checkBufferTimeout_ = null)); - }), - (t.paused = function () { - return null === this.checkBufferTimeout_; - }), - (t.resetEverything = function (e) { - (this.ended_ = !1), - (this.appendInitSegment_ = { audio: !0, video: !0 }), - this.resetLoader(), - this.remove(0, 1 / 0, e), - this.transmuxer_ && - (this.transmuxer_.postMessage({ action: "clearAllMp4Captions" }), - this.transmuxer_.postMessage({ action: "reset" })); - }), - (t.resetLoader = function () { - (this.fetchAtBuffer_ = !1), this.resyncLoader(); - }), - (t.resyncLoader = function () { - this.transmuxer_ && Il(this.transmuxer_), - (this.mediaIndex = null), - (this.partIndex = null), - (this.syncPoint_ = null), - (this.isPendingTimestampOffset_ = !1), - (this.callQueue_ = []), - (this.loadQueue_ = []), - (this.metadataQueue_.id3 = []), - (this.metadataQueue_.caption = []), - this.abort(), - this.transmuxer_ && - this.transmuxer_.postMessage({ - action: "clearParsedMp4Captions", - }); - }), - (t.remove = function (e, t, i, n) { - if ( - (void 0 === i && (i = function () {}), - void 0 === n && (n = !1), - (t = t === 1 / 0 ? this.duration_() : t) <= e) - ) - this.logger_( - "skipping remove because end ${end} is <= start ${start}", - ); - else if (this.sourceUpdater_ && this.getMediaInfo_()) { - var r, - a = 1, - s = function () { - 0 === --a && i(); - }; - for (r in ((!n && this.audioDisabled_) || - (a++, this.sourceUpdater_.removeAudio(e, t, s)), - (!n && "main" !== this.loaderType_) || - ((this.gopBuffer_ = (function (e, t, i, n) { - for ( - var r = Math.ceil((t - n) * hl), - a = Math.ceil((i - n) * hl), - n = e.slice(), - s = e.length; - s-- && !(e[s].pts <= a); - - ); - if (-1 === s) return n; - for (var o = s + 1; o-- && !(e[o].pts <= r); ); - return (o = Math.max(o, 0)), n.splice(o, s - o + 1), n; - })(this.gopBuffer_, e, t, this.timeMapping_)), - a++, - this.sourceUpdater_.removeVideo(e, t, s)), - this.inbandTextTracks_)) - rl(e, t, this.inbandTextTracks_[r]); - rl(e, t, this.segmentMetadataTrack_), s(); - } else - this.logger_( - "skipping remove because no source updater or starting media info", - ); - }), - (t.monitorBuffer_ = function () { - this.checkBufferTimeout_ && - window.clearTimeout(this.checkBufferTimeout_), - (this.checkBufferTimeout_ = window.setTimeout( - this.monitorBufferTick_.bind(this), - 1, - )); - }), - (t.monitorBufferTick_ = function () { - "READY" === this.state && this.fillBuffer_(), - this.checkBufferTimeout_ && - window.clearTimeout(this.checkBufferTimeout_), - (this.checkBufferTimeout_ = window.setTimeout( - this.monitorBufferTick_.bind(this), - 500, - )); - }), - (t.fillBuffer_ = function () { - var e; - this.sourceUpdater_.updating() || - ((e = this.chooseNextRequest_()) && - ("number" == typeof e.timestampOffset && - ((this.isPendingTimestampOffset_ = !1), - this.timelineChangeController_.pendingTimelineChange({ - type: this.loaderType_, - from: this.currentTimeline_, - to: e.timeline, - })), - this.loadSegment_(e))); - }), - (t.isEndOfStream_ = function (e, t, i) { - if ( - (void 0 === e && (e = this.mediaIndex), - void 0 === t && (t = this.playlist_), - void 0 === i && (i = this.partIndex), - !t || !this.mediaSource_) - ) - return !1; - var n = "number" == typeof e && t.segments[e], - e = e + 1 === t.segments.length, - n = !n || !n.parts || i + 1 === n.parts.length; - return t.endList && "open" === this.mediaSource_.readyState && e && n; - }), - (t.chooseNextRequest_ = function () { - var e = this.buffered_(), - t = Ho(e) || 0, - i = qo(e, this.currentTime_()), - n = !this.hasPlayed_() && 1 <= i, - r = i >= this.goalBufferLength_(), - e = this.playlist_.segments; - if (!e.length || n || r) return null; - this.syncPoint_ = - this.syncPoint_ || - this.syncController_.getSyncPoint( - this.playlist_, - this.duration_(), - this.currentTimeline_, - this.currentTime_(), - ); - var a, - n = { - partIndex: null, - mediaIndex: null, - startOfSegment: null, - playlist: this.playlist_, - isSyncRequest: Boolean(!this.syncPoint_), - }; - n.isSyncRequest - ? (n.mediaIndex = (function (e, t, i) { - t = t || []; - for (var n = [], r = 0, a = 0; a < t.length; a++) { - var s = t[a]; - if (e === s.timeline && (n.push(a), i < (r += s.duration))) - return a; - } - return 0 === n.length ? 0 : n[n.length - 1]; - })(this.currentTimeline_, e, t)) - : null !== this.mediaIndex - ? ((r = e[this.mediaIndex]), - (a = "number" == typeof this.partIndex ? this.partIndex : -1), - (n.startOfSegment = r.end || t), - r.parts && r.parts[a + 1] - ? ((n.mediaIndex = this.mediaIndex), (n.partIndex = a + 1)) - : (n.mediaIndex = this.mediaIndex + 1)) - : ((a = (o = gl.getMediaInfoForTime({ - experimentalExactManifestTimings: - this.experimentalExactManifestTimings, - playlist: this.playlist_, - currentTime: this.fetchAtBuffer_ ? t : this.currentTime_(), - startingPartIndex: this.syncPoint_.partIndex, - startingSegmentIndex: this.syncPoint_.segmentIndex, - startTime: this.syncPoint_.time, - })).segmentIndex), - (s = o.startTime), - (o = o.partIndex), - (n.getMediaInfoForTime = this.fetchAtBuffer_ - ? "bufferedEnd " + t - : "currentTime " + this.currentTime_()), - (n.mediaIndex = a), - (n.startOfSegment = s), - (n.partIndex = o)); - var s = e[n.mediaIndex], - o = - s && - "number" == typeof n.partIndex && - s.parts && - s.parts[n.partIndex]; - if (!s || ("number" == typeof n.partIndex && !o)) return null; - "number" != typeof n.partIndex && - s.parts && - ((n.partIndex = 0), (o = s.parts[0])), - i || - !o || - o.independent || - (0 === n.partIndex - ? (o = - (i = e[n.mediaIndex - 1]).parts && - i.parts.length && - i.parts[i.parts.length - 1]) && - o.independent && - (--n.mediaIndex, - (n.partIndex = i.parts.length - 1), - (n.independent = "previous segment")) - : s.parts[n.partIndex - 1].independent && - (--n.partIndex, (n.independent = "previous part"))); - s = this.mediaSource_ && "ended" === this.mediaSource_.readyState; - return n.mediaIndex >= e.length - 1 && s && !this.seeking_() - ? null - : this.generateSegmentInfo_(n); - }), - (t.generateSegmentInfo_ = function (e) { - var t = e.independent, - i = e.playlist, - n = e.mediaIndex, - r = e.startOfSegment, - a = e.isSyncRequest, - s = e.partIndex, - o = e.forceTimestampOffset, - u = e.getMediaInfoForTime, - l = i.segments[n], - e = "number" == typeof s && l.parts[s], - t = { - requestId: "segment-loader-" + Math.random(), - uri: (e && e.resolvedUri) || l.resolvedUri, - mediaIndex: n, - partIndex: e ? s : null, - isSyncRequest: a, - startOfSegment: r, - playlist: i, - bytes: null, - encryptedBytes: null, - timestampOffset: null, - timeline: l.timeline, - duration: (e && e.duration) || l.duration, - segment: l, - part: e, - byteLength: 0, - transmuxer: this.transmuxer_, - getMediaInfoForTime: u, - independent: t, - }, - o = "undefined" != typeof o ? o : this.isPendingTimestampOffset_; - t.timestampOffset = this.timestampOffsetForSegment_({ - segmentTimeline: l.timeline, - currentTimeline: this.currentTimeline_, - startOfSegment: r, - buffered: this.buffered_(), - overrideCheck: o, - }); - o = Ho(this.sourceUpdater_.audioBuffered()); - return ( - "number" == typeof o && - (t.audioAppendStart = - o - this.sourceUpdater_.audioTimestampOffset()), - this.sourceUpdater_.videoBuffered().length && - (t.gopsToAlignWith = (function (e, t, i) { - if ("undefined" == typeof t || null === t || !e.length) - return []; - for ( - var n = Math.ceil((t - i + 3) * hl), r = 0; - r < e.length && !(e[r].pts > n); - r++ - ); - return e.slice(r); - })( - this.gopBuffer_, - this.currentTime_() - - this.sourceUpdater_.videoTimestampOffset(), - this.timeMapping_, - )), - t - ); - }), - (t.timestampOffsetForSegment_ = function (e) { - return ( - (i = (t = e).segmentTimeline), - (n = t.currentTimeline), - (r = t.startOfSegment), - (e = t.buffered), - t.overrideCheck || i !== n - ? !(i < n) && e.length - ? e.end(e.length - 1) - : r - : null - ); - var t, i, n, r; - }), - (t.earlyAbortWhenNeeded_ = function (e) { - var t, i, n, r, a, s, o, u, l, c, d, h, p; - !this.vhs_.tech_.paused() && - this.xhrOptions_.timeout && - this.playlist_.attributes.BANDWIDTH && - (Date.now() - (e.firstBytesReceivedAt || Date.now()) < 1e3 || - ((t = this.currentTime_()), - (r = e.bandwidth), - (a = this.pendingSegment_.duration), - (p = gl.estimateSegmentRequestTime( - a, - r, - this.playlist_, - e.bytesReceived, - )), - (i = this.buffered_()), - (n = t), - void 0 === (e = this.vhs_.tech_.playbackRate()) && (e = 1), - p <= (e = ((i.length ? i.end(i.length - 1) : 0) - n) / e - 1) || - ((r = { - master: this.vhs_.playlists.master, - currentTime: t, - bandwidth: r, - duration: this.duration_(), - segmentDuration: a, - timeUntilRebuffer: e, - currentTimeline: this.currentTimeline_, - syncController: this.syncController_, - }), - (a = r.master), - (s = r.currentTime), - (o = r.bandwidth), - (u = r.duration), - (l = r.segmentDuration), - (c = r.timeUntilRebuffer), - (d = r.currentTimeline), - (h = r.syncController), - (a = (r = (a = !(a = (r = a.playlists.filter(function (e) { - return !gl.isIncompatible(e); - })).filter(gl.isEnabled)).length - ? r.filter(function (e) { - return !gl.isDisabled(e); - }) - : a) - .filter(gl.hasAttribute.bind(null, "BANDWIDTH")) - .map(function (e) { - var t = h.getSyncPoint(e, u, d, s) ? 1 : 2; - return { - playlist: e, - rebufferingImpact: - gl.estimateSegmentRequestTime(l, o, e) * t - c, - }; - })).filter(function (e) { - return e.rebufferingImpact <= 0; - })), - el(a, function (e, t) { - return tl(t.playlist, e.playlist); - }), - (r = a.length - ? a[0] - : (el(r, function (e, t) { - return e.rebufferingImpact - t.rebufferingImpact; - }), - r[0] || null)) && - ((p = p - e - r.rebufferingImpact), - !r.playlist || - r.playlist.uri === this.playlist_.uri || - p < (e <= fl ? 1 : 0.5) || - ((this.bandwidth = - r.playlist.attributes.BANDWIDTH * El.BANDWIDTH_VARIANCE + - 1), - this.trigger("earlyabort")))))); - }), - (t.handleAbort_ = function (e) { - this.logger_("Aborting " + sl(e)), (this.mediaRequestsAborted += 1); - }), - (t.handleProgress_ = function (e, t) { - this.earlyAbortWhenNeeded_(t.stats), - this.checkForAbort_(t.requestId) || this.trigger("progress"); - }), - (t.handleTrackInfo_ = function (e, t) { - this.earlyAbortWhenNeeded_(e.stats), - this.checkForAbort_(e.requestId) || - this.checkForIllegalMediaSwitch(t) || - ((function (e, t) { - if ((!e && !t) || (!e && t) || (e && !t)) return !1; - if (e === t) return !0; - var i = Object.keys(e).sort(), - n = Object.keys(t).sort(); - if (i.length !== n.length) return !1; - for (var r = 0; r < i.length; r++) { - var a = i[r]; - if (a !== n[r]) return !1; - if (e[a] !== t[a]) return !1; - } - return !0; - })(this.currentMediaInfo_, (t = t || {})) || - ((this.appendInitSegment_ = { audio: !0, video: !0 }), - (this.startingMediaInfo_ = t), - (this.currentMediaInfo_ = t), - this.logger_("trackinfo update", t), - this.trigger("trackinfo")), - this.checkForAbort_(e.requestId) || - ((this.pendingSegment_.trackInfo = t), - this.hasEnoughInfoToAppend_() && this.processCallQueue_())); - }), - (t.handleTimingInfo_ = function (e, t, i, n) { - var r; - this.earlyAbortWhenNeeded_(e.stats), - this.checkForAbort_(e.requestId) || - (((r = this.pendingSegment_)[(e = ol(t))] = r[e] || {}), - (r[e][i] = n), - this.logger_("timinginfo: " + t + " - " + i + " - " + n), - this.hasEnoughInfoToAppend_() && this.processCallQueue_()); - }), - (t.handleCaptions_ = function (e, t) { - var g, - y, - v = this; - this.earlyAbortWhenNeeded_(e.stats), - this.checkForAbort_(e.requestId) || - (0 !== t.length - ? this.pendingSegment_.hasAppendedData_ - ? ((g = - null === this.sourceUpdater_.videoTimestampOffset() - ? this.sourceUpdater_.audioTimestampOffset() - : this.sourceUpdater_.videoTimestampOffset()), - (y = {}), - t.forEach(function (e) { - y[e.stream] = y[e.stream] || { - startTime: 1 / 0, - captions: [], - endTime: 0, - }; - var t = y[e.stream]; - (t.startTime = Math.min(t.startTime, e.startTime + g)), - (t.endTime = Math.max(t.endTime, e.endTime + g)), - t.captions.push(e); - }), - Object.keys(y).forEach(function (e) { - var t, - i, - n, - r, - a, - s, - o, - u, - l, - c, - d = y[e], - h = d.startTime, - p = d.endTime, - f = d.captions, - m = v.inbandTextTracks_; - v.logger_( - "adding cues from " + h + " -> " + p + " for " + e, - ), - (t = m), - (i = v.vhs_.tech_), - t[(n = e)] || - (i.trigger({ type: "usage", name: "vhs-608" }), - i.trigger({ type: "usage", name: "hls-608" }), - /^cc708_/.test((r = n)) && - (r = "SERVICE" + n.split("_")[1]), - (o = i.textTracks().getTrackById(r)) - ? (t[n] = o) - : ((s = a = n), - (d = !1), - (o = ((i.options_.vhs && - i.options_.vhs.captionServices) || - {})[r]) && - ((a = o.label), - (s = o.language), - (d = o.default)), - (t[n] = i.addRemoteTextTrack( - { - kind: "captions", - id: r, - default: d, - label: a, - language: s, - }, - !1, - ).track))), - rl(h, p, m[e]), - (l = (f = { - captionArray: f, - inbandTextTracks: m, - timestampOffset: g, - }).inbandTextTracks), - (m = f.captionArray), - (c = f.timestampOffset), - m && - ((u = window.WebKitDataCue || window.VTTCue), - m.forEach(function (e) { - var t = e.stream; - l[t].addCue( - new u(e.startTime + c, e.endTime + c, e.text), - ); - })); - }), - this.transmuxer_ && - this.transmuxer_.postMessage({ - action: "clearParsedMp4Captions", - })) - : this.metadataQueue_.caption.push( - this.handleCaptions_.bind(this, e, t), - ) - : this.logger_( - "SegmentLoader received no captions from a caption event", - )); - }), - (t.handleId3_ = function (e, t, i) { - var n, r, a, s; - this.earlyAbortWhenNeeded_(e.stats), - this.checkForAbort_(e.requestId) || - (this.pendingSegment_.hasAppendedData_ - ? ((n = - null === this.sourceUpdater_.videoTimestampOffset() - ? this.sourceUpdater_.audioTimestampOffset() - : this.sourceUpdater_.videoTimestampOffset()), - (r = this.inbandTextTracks_), - (a = i), - (s = this.vhs_.tech_), - r.metadataTrack_ || - ((r.metadataTrack_ = s.addRemoteTextTrack( - { kind: "metadata", label: "Timed Metadata" }, - !1, - ).track), - (r.metadataTrack_.inBandMetadataTrackDispatchType = a)), - nl({ - inbandTextTracks: this.inbandTextTracks_, - metadataArray: t, - timestampOffset: n, - videoDuration: this.duration_(), - })) - : this.metadataQueue_.id3.push( - this.handleId3_.bind(this, e, t, i), - )); - }), - (t.processMetadataQueue_ = function () { - this.metadataQueue_.id3.forEach(function (e) { - return e(); - }), - this.metadataQueue_.caption.forEach(function (e) { - return e(); - }), - (this.metadataQueue_.id3 = []), - (this.metadataQueue_.caption = []); - }), - (t.processCallQueue_ = function () { - var e = this.callQueue_; - (this.callQueue_ = []), - e.forEach(function (e) { - return e(); - }); - }), - (t.processLoadQueue_ = function () { - var e = this.loadQueue_; - (this.loadQueue_ = []), - e.forEach(function (e) { - return e(); - }); - }), - (t.hasEnoughInfoToLoad_ = function () { - if ("audio" !== this.loaderType_) return !0; - var e = this.pendingSegment_; - return ( - !!e && - (!this.getCurrentMediaInfo_() || - !ul({ - timelineChangeController: this.timelineChangeController_, - currentTimeline: this.currentTimeline_, - segmentTimeline: e.timeline, - loaderType: this.loaderType_, - audioDisabled: this.audioDisabled_, - })) - ); - }), - (t.getCurrentMediaInfo_ = function (e) { - return ( - ((e = void 0 === e ? this.pendingSegment_ : e) && e.trackInfo) || - this.currentMediaInfo_ - ); - }), - (t.getMediaInfo_ = function (e) { - return ( - void 0 === e && (e = this.pendingSegment_), - this.getCurrentMediaInfo_(e) || this.startingMediaInfo_ - ); - }), - (t.hasEnoughInfoToAppend_ = function () { - if (!this.sourceUpdater_.ready()) return !1; - if (this.waitingOnRemove_ || this.quotaExceededErrorRetryTimeout_) - return !1; - var e = this.pendingSegment_, - t = this.getCurrentMediaInfo_(); - if (!e || !t) return !1; - var i = t.hasAudio, - n = t.hasVideo, - t = t.isMuxed; - return ( - !(n && !e.videoTimingInfo) && - !(i && !this.audioDisabled_ && !t && !e.audioTimingInfo) && - !ul({ - timelineChangeController: this.timelineChangeController_, - currentTimeline: this.currentTimeline_, - segmentTimeline: e.timeline, - loaderType: this.loaderType_, - audioDisabled: this.audioDisabled_, - }) - ); - }), - (t.handleData_ = function (e, t) { - if ( - (this.earlyAbortWhenNeeded_(e.stats), - !this.checkForAbort_(e.requestId)) - ) - if (!this.callQueue_.length && this.hasEnoughInfoToAppend_()) { - var i, - n = this.pendingSegment_; - if ( - (this.setTimeMapping_(n.timeline), - this.updateMediaSecondsLoaded_(n.part || n.segment), - "closed" !== this.mediaSource_.readyState) - ) { - if ( - (e.map && - ((e.map = this.initSegmentForMap(e.map, !0)), - (n.segment.map = e.map)), - e.key && this.segmentKey(e.key, !0), - (n.isFmp4 = e.isFmp4), - (n.timingInfo = n.timingInfo || {}), - n.isFmp4 - ? (this.trigger("fmp4"), - (n.timingInfo.start = n[ol(t.type)].start)) - : ((i = this.getCurrentMediaInfo_()), - (i = "main" === this.loaderType_ && i && i.hasVideo) && - (r = n.videoTimingInfo.start), - (n.timingInfo.start = this.trueSegmentStart_({ - currentStart: n.timingInfo.start, - playlist: n.playlist, - mediaIndex: n.mediaIndex, - currentVideoTimestampOffset: - this.sourceUpdater_.videoTimestampOffset(), - useVideoTimingInfo: i, - firstVideoFrameTimeForData: r, - videoTimingInfo: n.videoTimingInfo, - audioTimingInfo: n.audioTimingInfo, - }))), - this.updateAppendInitSegmentStatus(n, t.type), - this.updateSourceBufferTimestampOffset_(n), - n.isSyncRequest) - ) { - this.updateTimingInfoEnd_(n), - this.syncController_.saveSegmentTimingInfo({ - segmentInfo: n, - shouldSaveTimelineMapping: "main" === this.loaderType_, - }); - var r = this.chooseNextRequest_(); - if ( - r.mediaIndex !== n.mediaIndex || - r.partIndex !== n.partIndex - ) - return void this.logger_( - "sync segment was incorrect, not appending", - ); - this.logger_("sync segment was correct, appending"); - } - (n.hasAppendedData_ = !0), - this.processMetadataQueue_(), - this.appendData_(n, t); - } - } else this.callQueue_.push(this.handleData_.bind(this, e, t)); - }), - (t.updateAppendInitSegmentStatus = function (e, t) { - "main" !== this.loaderType_ || - "number" != typeof e.timestampOffset || - e.changedTimestampOffset || - (this.appendInitSegment_ = { audio: !0, video: !0 }), - this.playlistOfLastInitSegment_[t] !== e.playlist && - (this.appendInitSegment_[t] = !0); - }), - (t.getInitSegmentAndUpdateState_ = function (e) { - var t = e.type, - i = e.initSegment, - n = e.map, - r = e.playlist; - if (n) { - e = Su(n); - if (this.activeInitSegmentId_ === e) return null; - (i = this.initSegmentForMap(n, !0).bytes), - (this.activeInitSegmentId_ = e); - } - return i && this.appendInitSegment_[t] - ? ((this.playlistOfLastInitSegment_[t] = r), - (this.appendInitSegment_[t] = !1), - (this.activeInitSegmentId_ = null), - i) - : null; - }), - (t.handleQuotaExceededError_ = function (e, t) { - var i = this, - n = e.segmentInfo, - r = e.type, - a = e.bytes, - s = this.sourceUpdater_.audioBuffered(), - o = this.sourceUpdater_.videoBuffered(); - 1 < s.length && - this.logger_( - "On QUOTA_EXCEEDED_ERR, found gaps in the audio buffer: " + - jo(s).join(", "), - ), - 1 < o.length && - this.logger_( - "On QUOTA_EXCEEDED_ERR, found gaps in the video buffer: " + - jo(o).join(", "), - ); - var u = s.length ? s.start(0) : 0, - l = s.length ? s.end(s.length - 1) : 0, - c = o.length ? o.start(0) : 0, - e = o.length ? o.end(o.length - 1) : 0; - if (l - u <= 1 && e - c <= 1) - return ( - this.logger_( - "On QUOTA_EXCEEDED_ERR, single segment too large to append to buffer, triggering an error. Appended byte length: " + - a.byteLength + - ", audio buffer: " + - jo(s).join(", ") + - ", video buffer: " + - jo(o).join(", ") + - ", ", - ), - this.error({ - message: - "Quota exceeded error with append of a single segment of content", - excludeUntil: 1 / 0, - }), - void this.trigger("error") - ); - (this.waitingOnRemove_ = !0), - this.callQueue_.push( - this.appendToSourceBuffer_.bind(this, { - segmentInfo: n, - type: r, - bytes: a, - }), - ); - a = this.currentTime_() - 1; - this.logger_( - "On QUOTA_EXCEEDED_ERR, removing audio/video from 0 to " + a, - ), - this.remove( - 0, - a, - function () { - i.logger_("On QUOTA_EXCEEDED_ERR, retrying append in 1s"), - (i.waitingOnRemove_ = !1), - (i.quotaExceededErrorRetryTimeout_ = window.setTimeout( - function () { - i.logger_( - "On QUOTA_EXCEEDED_ERR, re-processing call queue", - ), - (i.quotaExceededErrorRetryTimeout_ = null), - i.processCallQueue_(); - }, - 1e3, - )); - }, - !0, - ); - }), - (t.handleAppendError_ = function (e, t) { - var i = e.segmentInfo, - n = e.type, - e = e.bytes; - t && - (22 !== t.code - ? (this.logger_("Received non QUOTA_EXCEEDED_ERR on append", t), - this.error( - n + - " append of " + - e.length + - "b failed for segment #" + - i.mediaIndex + - " in playlist " + - i.playlist.id, - ), - this.trigger("appenderror")) - : this.handleQuotaExceededError_({ - segmentInfo: i, - type: n, - bytes: e, - })); - }), - (t.appendToSourceBuffer_ = function (e) { - var t, - i, - n = e.segmentInfo, - r = e.type, - a = e.initSegment, - s = e.data, - o = e.bytes; - o || - ((e = [s]), - (s = s.byteLength), - a && (e.unshift(a), (s += a.byteLength)), - (i = 0), - (e = { bytes: s, segments: e }).bytes && - ((t = new Uint8Array(e.bytes)), - e.segments.forEach(function (e) { - t.set(e, i), (i += e.byteLength); - })), - (o = t)), - this.sourceUpdater_.appendBuffer( - { segmentInfo: n, type: r, bytes: o }, - this.handleAppendError_.bind(this, { - segmentInfo: n, - type: r, - bytes: o, - }), - ); - }), - (t.handleSegmentTimingInfo_ = function (e, t, i) { - this.pendingSegment_ && - t === this.pendingSegment_.requestId && - ((t = this.pendingSegment_.segment)[(e = e + "TimingInfo")] || - (t[e] = {}), - (t[e].transmuxerPrependedSeconds = i.prependedContentDuration || 0), - (t[e].transmuxedPresentationStart = i.start.presentation), - (t[e].transmuxedDecodeStart = i.start.decode), - (t[e].transmuxedPresentationEnd = i.end.presentation), - (t[e].transmuxedDecodeEnd = i.end.decode), - (t[e].baseMediaDecodeTime = i.baseMediaDecodeTime)); - }), - (t.appendData_ = function (e, t) { - var i = t.type, - n = t.data; - n && - n.byteLength && - (("audio" === i && this.audioDisabled_) || - ((t = this.getInitSegmentAndUpdateState_({ - type: i, - initSegment: t.initSegment, - playlist: e.playlist, - map: e.isFmp4 ? e.segment.map : null, - })), - this.appendToSourceBuffer_({ - segmentInfo: e, - type: i, - initSegment: t, - data: n, - }))); - }), - (t.loadSegment_ = function (t) { - var i = this; - (this.state = "WAITING"), - (this.pendingSegment_ = t), - this.trimBackBuffer_(t), - "number" == typeof t.timestampOffset && - this.transmuxer_ && - this.transmuxer_.postMessage({ action: "clearAllMp4Captions" }), - this.hasEnoughInfoToLoad_() - ? this.updateTransmuxerAndRequestSegment_(t) - : this.loadQueue_.push(function () { - var e = g({}, t, { forceTimestampOffset: !0 }); - g(t, i.generateSegmentInfo_(e)), - (i.isPendingTimestampOffset_ = !1), - i.updateTransmuxerAndRequestSegment_(t); - }); - }), - (t.updateTransmuxerAndRequestSegment_ = function (n) { - var r = this; - this.shouldUpdateTransmuxerTimestampOffset_(n.timestampOffset) && - ((this.gopBuffer_.length = 0), - (n.gopsToAlignWith = []), - (this.timeMapping_ = 0), - this.transmuxer_.postMessage({ action: "reset" }), - this.transmuxer_.postMessage({ - action: "setTimestampOffset", - timestampOffset: n.timestampOffset, - })); - var e = this.createSimplifiedSegmentObj_(n), - t = this.isEndOfStream_(n.mediaIndex, n.playlist, n.partIndex), - i = null !== this.mediaIndex, - a = n.timeline !== this.currentTimeline_ && 0 < n.timeline, - a = t || (i && a); - this.logger_("Requesting " + sl(n)), - e.map && - !e.map.bytes && - (this.logger_("going to request init segment."), - (this.appendInitSegment_ = { video: !0, audio: !0 })), - (n.abortRequests = Xu({ - xhr: this.vhs_.xhr, - xhrOptions: this.xhrOptions_, - decryptionWorker: this.decrypter_, - segment: e, - abortFn: this.handleAbort_.bind(this, n), - progressFn: this.handleProgress_.bind(this), - trackInfoFn: this.handleTrackInfo_.bind(this), - timingInfoFn: this.handleTimingInfo_.bind(this), - videoSegmentTimingInfoFn: this.handleSegmentTimingInfo_.bind( - this, - "video", - n.requestId, - ), - audioSegmentTimingInfoFn: this.handleSegmentTimingInfo_.bind( - this, - "audio", - n.requestId, - ), - captionsFn: this.handleCaptions_.bind(this), - isEndOfTimeline: a, - endedTimelineFn: function () { - r.logger_("received endedtimeline callback"); - }, - id3Fn: this.handleId3_.bind(this), - dataFn: this.handleData_.bind(this), - doneFn: this.segmentRequestFinished_.bind(this), - onTransmuxerLog: function (e) { - var t = e.message, - i = e.level, - e = e.stream; - r.logger_( - sl(n) + - " logged from transmuxer stream " + - e + - " as a " + - i + - ": " + - t, - ); - }, - })); - }), - (t.trimBackBuffer_ = function (e) { - var t, - i, - n, - r, - r = - ((t = this.seekable_()), - (i = this.currentTime_()), - (n = this.playlist_.targetDuration || 10), - (r = i - El.BACK_BUFFER_LENGTH), - t.length && (r = Math.max(r, t.start(0))), - Math.min(i - n, r)); - 0 < r && this.remove(0, r); - }), - (t.createSimplifiedSegmentObj_ = function (e) { - var t = e.segment, - i = e.part, - n = { - resolvedUri: (i || t).resolvedUri, - byterange: (i || t).byterange, - requestId: e.requestId, - transmuxer: e.transmuxer, - audioAppendStart: e.audioAppendStart, - gopsToAlignWith: e.gopsToAlignWith, - part: e.part, - }, - i = e.playlist.segments[e.mediaIndex - 1]; - return ( - i && - i.timeline === t.timeline && - (i.videoTimingInfo - ? (n.baseStartTime = i.videoTimingInfo.transmuxedDecodeEnd) - : i.audioTimingInfo && - (n.baseStartTime = i.audioTimingInfo.transmuxedDecodeEnd)), - t.key && - ((e = - t.key.iv || - new Uint32Array([ - 0, - 0, - 0, - e.mediaIndex + e.playlist.mediaSequence, - ])), - (n.key = this.segmentKey(t.key)), - (n.key.iv = e)), - t.map && (n.map = this.initSegmentForMap(t.map)), - n - ); - }), - (t.saveTransferStats_ = function (e) { - (this.mediaRequests += 1), - e && - ((this.mediaBytesTransferred += e.bytesReceived), - (this.mediaTransferDuration += e.roundTripTime)); - }), - (t.saveBandwidthRelatedStats_ = function (e, t) { - (this.pendingSegment_.byteLength = t.bytesReceived), - e < 1 / 60 - ? this.logger_( - "Ignoring segment's bandwidth because its duration of " + - e + - " is less than the min to record " + - 1 / 60, - ) - : ((this.bandwidth = t.bandwidth), - (this.roundTrip = t.roundTripTime)); - }), - (t.handleTimeout_ = function () { - (this.mediaRequestsTimedout += 1), - (this.bandwidth = 1), - (this.roundTrip = NaN), - this.trigger("bandwidthupdate"); - }), - (t.segmentRequestFinished_ = function (e, t, i) { - if (this.callQueue_.length) - this.callQueue_.push( - this.segmentRequestFinished_.bind(this, e, t, i), - ); - else if ( - (this.saveTransferStats_(t.stats), - this.pendingSegment_ && - t.requestId === this.pendingSegment_.requestId) - ) { - if (e) - return ( - (this.pendingSegment_ = null), - (this.state = "READY"), - e.code === Ll - ? void 0 - : (this.pause(), - e.code === Pl - ? void this.handleTimeout_() - : ((this.mediaRequestsErrored += 1), - this.error(e), - void this.trigger("error"))) - ); - e = this.pendingSegment_; - this.saveBandwidthRelatedStats_(e.duration, t.stats), - (e.endOfAllRequests = t.endOfAllRequests), - i.gopInfo && - (this.gopBuffer_ = (function (e, t, i) { - if (!t.length) return e; - if (i) return t.slice(); - for ( - var n = t[0].pts, r = 0; - r < e.length && !(e[r].pts >= n); - r++ - ); - return e.slice(0, r).concat(t); - })(this.gopBuffer_, i.gopInfo, this.safeAppend_)), - (this.state = "APPENDING"), - this.trigger("appending"), - this.waitForAppendsToComplete_(e); - } - }), - (t.setTimeMapping_ = function (e) { - e = this.syncController_.mappingForTimeline(e); - null !== e && (this.timeMapping_ = e); - }), - (t.updateMediaSecondsLoaded_ = function (e) { - "number" == typeof e.start && "number" == typeof e.end - ? (this.mediaSecondsLoaded += e.end - e.start) - : (this.mediaSecondsLoaded += e.duration); - }), - (t.shouldUpdateTransmuxerTimestampOffset_ = function (e) { - return ( - null !== e && - (("main" === this.loaderType_ && - e !== this.sourceUpdater_.videoTimestampOffset()) || - (!this.audioDisabled_ && - e !== this.sourceUpdater_.audioTimestampOffset())) - ); - }), - (t.trueSegmentStart_ = function (e) { - var t = e.currentStart, - i = e.playlist, - n = e.mediaIndex, - r = e.firstVideoFrameTimeForData, - a = e.currentVideoTimestampOffset, - s = e.useVideoTimingInfo, - o = e.videoTimingInfo, - e = e.audioTimingInfo; - if ("undefined" != typeof t) return t; - if (!s) return e.start; - i = i.segments[n - 1]; - return 0 !== n && - i && - "undefined" != typeof i.start && - i.end === r + a - ? o.start - : r; - }), - (t.waitForAppendsToComplete_ = function (e) { - var t = this.getCurrentMediaInfo_(e); - if (!t) - return ( - this.error({ - message: - "No starting media returned, likely due to an unsupported media format.", - blacklistDuration: 1 / 0, - }), - void this.trigger("error") - ); - var i = t.hasAudio, - n = t.hasVideo, - t = t.isMuxed, - n = "main" === this.loaderType_ && n, - t = !this.audioDisabled_ && i && !t; - if (((e.waitingOnAppends = 0), !e.hasAppendedData_)) - return ( - e.timingInfo || - "number" != typeof e.timestampOffset || - (this.isPendingTimestampOffset_ = !0), - (e.timingInfo = { start: 0 }), - e.waitingOnAppends++, - this.isPendingTimestampOffset_ || - (this.updateSourceBufferTimestampOffset_(e), - this.processMetadataQueue_()), - void this.checkAppendsDone_(e) - ); - n && e.waitingOnAppends++, - t && e.waitingOnAppends++, - n && - this.sourceUpdater_.videoQueueCallback( - this.checkAppendsDone_.bind(this, e), - ), - t && - this.sourceUpdater_.audioQueueCallback( - this.checkAppendsDone_.bind(this, e), - ); - }), - (t.checkAppendsDone_ = function (e) { - this.checkForAbort_(e.requestId) || - (e.waitingOnAppends--, - 0 === e.waitingOnAppends && this.handleAppendsDone_()); - }), - (t.checkForIllegalMediaSwitch = function (e) { - var t, - i, - e = - ((t = this.loaderType_), - (i = this.getCurrentMediaInfo_()), - (e = e), - "main" === t && i && e - ? e.hasAudio || e.hasVideo - ? i.hasVideo && !e.hasVideo - ? "Only audio found in segment when we expected video. We can't switch to audio only from a stream that had video. To get rid of this message, please add codec information to the manifest." - : !i.hasVideo && e.hasVideo - ? "Video found in segment when we expected only audio. We can't switch to a stream with video from an audio only stream. To get rid of this message, please add codec information to the manifest." - : null - : "Neither audio nor video found in segment." - : null); - return ( - !!e && - (this.error({ message: e, blacklistDuration: 1 / 0 }), - this.trigger("error"), - !0) - ); - }), - (t.updateSourceBufferTimestampOffset_ = function (e) { - var t; - null === e.timestampOffset || - "number" != typeof e.timingInfo.start || - e.changedTimestampOffset || - "main" !== this.loaderType_ || - ((t = !1), - (e.timestampOffset -= - this.getSegmentStartTimeForTimestampOffsetCalculation_({ - videoTimingInfo: e.segment.videoTimingInfo, - audioTimingInfo: e.segment.audioTimingInfo, - timingInfo: e.timingInfo, - })), - (e.changedTimestampOffset = !0), - e.timestampOffset !== this.sourceUpdater_.videoTimestampOffset() && - (this.sourceUpdater_.videoTimestampOffset(e.timestampOffset), - (t = !0)), - e.timestampOffset !== this.sourceUpdater_.audioTimestampOffset() && - (this.sourceUpdater_.audioTimestampOffset(e.timestampOffset), - (t = !0)), - t && this.trigger("timestampoffset")); - }), - (t.getSegmentStartTimeForTimestampOffsetCalculation_ = function (e) { - var t = e.videoTimingInfo, - i = e.audioTimingInfo, - e = e.timingInfo; - return this.useDtsForTimestampOffset_ - ? t && "number" == typeof t.transmuxedDecodeStart - ? t.transmuxedDecodeStart - : i && "number" == typeof i.transmuxedDecodeStart - ? i.transmuxedDecodeStart - : e.start - : e.start; - }), - (t.updateTimingInfoEnd_ = function (e) { - e.timingInfo = e.timingInfo || {}; - var t = this.getMediaInfo_(), - t = - "main" === this.loaderType_ && - t && - t.hasVideo && - e.videoTimingInfo - ? e.videoTimingInfo - : e.audioTimingInfo; - t && - (e.timingInfo.end = - "number" == typeof t.end ? t.end : t.start + e.duration); - }), - (t.handleAppendsDone_ = function () { - if ( - (this.pendingSegment_ && this.trigger("appendsdone"), - !this.pendingSegment_) - ) - return ( - (this.state = "READY"), - void (this.paused() || this.monitorBuffer_()) - ); - var e = this.pendingSegment_; - this.updateTimingInfoEnd_(e), - this.shouldSaveSegmentTimingInfo_ && - this.syncController_.saveSegmentTimingInfo({ - segmentInfo: e, - shouldSaveTimelineMapping: "main" === this.loaderType_, - }); - var t = cl(e, this.sourceType_); - if ( - (t && - ("warn" === t.severity - ? tr.log.warn(t.message) - : this.logger_(t.message)), - this.recordThroughput_(e), - (this.pendingSegment_ = null), - (this.state = "READY"), - !e.isSyncRequest || - (this.trigger("syncinfoupdate"), e.hasAppendedData_)) - ) { - this.logger_("Appended " + sl(e)), - this.addSegmentMetadataCue_(e), - (this.fetchAtBuffer_ = !0), - this.currentTimeline_ !== e.timeline && - (this.timelineChangeController_.lastTimelineChange({ - type: this.loaderType_, - from: this.currentTimeline_, - to: e.timeline, - }), - "main" !== this.loaderType_ || - this.audioDisabled_ || - this.timelineChangeController_.lastTimelineChange({ - type: "audio", - from: this.currentTimeline_, - to: e.timeline, - })), - (this.currentTimeline_ = e.timeline), - this.trigger("syncinfoupdate"); - var i = e.segment, - t = e.part, - i = - i.end && - this.currentTime_() - i.end > 3 * e.playlist.targetDuration, - t = - t && - t.end && - this.currentTime_() - t.end > 3 * e.playlist.partTargetDuration; - if (i || t) - return ( - this.logger_("bad " + (i ? "segment" : "part") + " " + sl(e)), - void this.resetEverything() - ); - null !== this.mediaIndex && this.trigger("bandwidthupdate"), - this.trigger("progress"), - (this.mediaIndex = e.mediaIndex), - (this.partIndex = e.partIndex), - this.isEndOfStream_(e.mediaIndex, e.playlist, e.partIndex) && - this.endOfStream(), - this.trigger("appended"), - e.hasAppendedData_ && this.mediaAppends++, - this.paused() || this.monitorBuffer_(); - } else - this.logger_("Throwing away un-appended sync request " + sl(e)); - }), - (t.recordThroughput_ = function (e) { - var t, i; - e.duration < 1 / 60 - ? this.logger_( - "Ignoring segment's throughput because its duration of " + - e.duration + - " is less than the min to record " + - 1 / 60, - ) - : ((t = this.throughput.rate), - (i = Date.now() - e.endOfAllRequests + 1), - (i = Math.floor((e.byteLength / i) * 8 * 1e3)), - (this.throughput.rate += (i - t) / ++this.throughput.count)); - }), - (t.addSegmentMetadataCue_ = function (e) { - var t, i, n, r; - this.segmentMetadataTrack_ && - ((i = (t = e.segment).start), - (r = t.end), - al(i) && - al(r) && - (rl(i, r, this.segmentMetadataTrack_), - (n = window.WebKitDataCue || window.VTTCue), - (e = { - custom: t.custom, - dateTimeObject: t.dateTimeObject, - dateTimeString: t.dateTimeString, - bandwidth: e.playlist.attributes.BANDWIDTH, - resolution: e.playlist.attributes.RESOLUTION, - codecs: e.playlist.attributes.CODECS, - byteLength: e.byteLength, - uri: e.uri, - timeline: e.timeline, - playlist: e.playlist.id, - start: i, - end: r, - }), - ((r = new n(i, r, JSON.stringify(e))).value = e), - this.segmentMetadataTrack_.addCue(r))); - }), - e - ); - })(tr.EventTarget); - function Rl() {} - function Nl(e) { - return "string" != typeof e - ? e - : e.replace(/./, function (e) { - return e.toUpperCase(); - }); - } - function Ul(e, t) { - var i = t[e + "Buffer"]; - return (i && i.updating) || t.queuePending[e]; - } - function Bl(e, t) { - if (0 !== t.queue.length) { - var i = 0, - n = t.queue[i]; - if ("mediaSource" !== n.type) { - if ( - "mediaSource" !== e && - t.ready() && - "closed" !== t.mediaSource.readyState && - !Ul(e, t) - ) { - if (n.type !== e) { - if ( - null === - (i = (function (e, t) { - for (var i = 0; i < t.length; i++) { - var n = t[i]; - if ("mediaSource" === n.type) return null; - if (n.type === e) return i; - } - return null; - })(e, t.queue)) - ) - return; - n = t.queue[i]; - } - t.queue.splice(i, 1), - (t.queuePending[e] = n).action(e, t), - n.doneFn || ((t.queuePending[e] = null), Bl(e, t)); - } - } else - t.updating() || - "closed" === t.mediaSource.readyState || - (t.queue.shift(), - n.action(t), - n.doneFn && n.doneFn(), - Bl("audio", t), - Bl("video", t)); - } - } - function Fl(e, t) { - var i = t[e + "Buffer"], - n = Nl(e); - i && - (i.removeEventListener("updateend", t["on" + n + "UpdateEnd_"]), - i.removeEventListener("error", t["on" + n + "Error_"]), - (t.codecs[e] = null), - (t[e + "Buffer"] = null)); - } - function jl(e, t) { - return e && t && -1 !== Array.prototype.indexOf.call(e.sourceBuffers, t); - } - function Hl(e) { - var t = e.type, - i = e.sourceUpdater, - n = e.action, - r = e.doneFn, - e = e.name; - i.queue.push({ type: t, action: n, doneFn: r, name: e }), Bl(t, i); - } - function ql(i, n) { - return function (e) { - var t; - n.queuePending[i] && - ((t = n.queuePending[i].doneFn), - (n.queuePending[i] = null), - t && t(n[i + "Error_"])), - Bl(i, n); - }; - } - function Vl(e) { - return decodeURIComponent(escape(String.fromCharCode.apply(null, e))); - } - function Wl(e, t) { - e.abort(), - e.pause(), - t && - t.activePlaylistLoader && - (t.activePlaylistLoader.pause(), (t.activePlaylistLoader = null)); - } - function Gl(e, t) { - (t.activePlaylistLoader = e).load(); - } - function zl(e, t) { - for (var i = 0; i < e.length; i++) { - if (nu(t, e[i])) return !0; - if (e[i].playlists && zl(e[i].playlists, t)) return !0; - } - return !1; - } - function Xl(a) { - ["AUDIO", "SUBTITLES", "CLOSED-CAPTIONS"].forEach(function (e) { - yc[e](e, a); - }); - var e, - s = a.mediaTypes, - t = a.masterPlaylistLoader, - i = a.tech, - n = a.vhs, - r = a.segmentLoaders, - o = r.AUDIO, - u = r.main; - function l() { - s.AUDIO.onTrackChanged(), - i.trigger({ type: "usage", name: "vhs-audio-change" }), - i.trigger({ type: "usage", name: "hls-audio-change" }); - } - for (e in (["AUDIO", "SUBTITLES"].forEach(function (e) { - var u, l, o, c, t, i, d, h, n, r; - (s[e].activeGroup = - ((u = e), - (l = a), - function (t) { - var e = l.masterPlaylistLoader, - i = l.mediaTypes[u].groups, - n = e.media(); - if (!n) return null; - var r = null; - n.attributes[u] && (r = i[n.attributes[u]]); - var a = Object.keys(i); - if (!r) - if ("AUDIO" === u && 1 < a.length && au(l.master)) - for (var s = 0; s < a.length; s++) { - var o = i[a[s]]; - if (zl(o, n)) { - r = o; - break; - } - } - else i.main ? (r = i.main) : 1 === a.length && (r = i[a[0]]); - return "undefined" == typeof t - ? r - : (null !== t && - r && - r.filter(function (e) { - return e.id === t.id; - })[0]) || - null; - })), - (s[e].activeTrack = vc[e](e, a)), - (s[e].onGroupChanged = - ((o = e), - (c = a), - function () { - var e = c.segmentLoaders, - t = e[o], - i = e.main, - n = c.mediaTypes[o], - r = n.activeTrack(), - a = n.getActiveGroup(), - s = n.activePlaylistLoader, - e = n.lastGroup_; - (a && e && a.id === e.id) || - ((n.lastGroup_ = a), - (n.lastTrack_ = r), - Wl(t, n), - a && - !a.isMasterPlaylist && - (a.playlistLoader - ? (t.resyncLoader(), Gl(a.playlistLoader, n)) - : s && i.resetEverything())); - })), - (s[e].onGroupChanging = - ((t = e), - (i = a), - function () { - var e = i.segmentLoaders[t]; - (i.mediaTypes[t].lastGroup_ = null), e.abort(), e.pause(); - })), - (s[e].onTrackChanged = - ((d = e), - (h = a), - function () { - var e = h.masterPlaylistLoader, - t = h.segmentLoaders, - i = t[d], - n = t.main, - r = h.mediaTypes[d], - a = r.activeTrack(), - s = r.getActiveGroup(), - o = r.activePlaylistLoader, - u = r.lastTrack_; - if ( - (!u || !a || u.id !== a.id) && - ((r.lastGroup_ = s), (r.lastTrack_ = a), Wl(i, r), s) - ) { - if (s.isMasterPlaylist) { - if (!a || !u || a.id === u.id) return; - var l = h.vhs.masterPlaylistController_, - t = l.selectPlaylist(); - return l.media() === t - ? void 0 - : (r.logger_( - "track change. Switching master audio from " + - u.id + - " to " + - a.id, - ), - e.pause(), - n.resetEverything(), - void l.fastQualityChange_(t)); - } - if ("AUDIO" === d) { - if (!s.playlistLoader) - return n.setAudio(!0), void n.resetEverything(); - i.setAudio(!0), n.setAudio(!1); - } - o !== s.playlistLoader && - (i.track && i.track(a), i.resetEverything()), - Gl(s.playlistLoader, r); - } - })), - (s[e].getActiveGroup = - ((n = e), - (r = a.mediaTypes), - function () { - var e = r[n].activeTrack(); - return e ? r[n].activeGroup(e) : null; - })); - }), - (r = s.AUDIO.activeGroup()) && - ((r = ( - r.filter(function (e) { - return e.default; - })[0] || r[0] - ).id), - (s.AUDIO.tracks[r].enabled = !0), - s.AUDIO.onGroupChanged(), - s.AUDIO.onTrackChanged(), - s.AUDIO.getActiveGroup().playlistLoader - ? (u.setAudio(!1), o.setAudio(!0)) - : u.setAudio(!0)), - t.on("mediachange", function () { - ["AUDIO", "SUBTITLES"].forEach(function (e) { - return s[e].onGroupChanged(); - }); - }), - t.on("mediachanging", function () { - ["AUDIO", "SUBTITLES"].forEach(function (e) { - return s[e].onGroupChanging(); - }); - }), - i.audioTracks().addEventListener("change", l), - i.remoteTextTracks().addEventListener("change", s.SUBTITLES.onTrackChanged), - n.on("dispose", function () { - i.audioTracks().removeEventListener("change", l), - i - .remoteTextTracks() - .removeEventListener("change", s.SUBTITLES.onTrackChanged); - }), - i.clearTracks("audio"), - s.AUDIO.tracks)) - i.audioTracks().addTrack(s.AUDIO.tracks[e]); - } - function Kl(e, t, i) { - var n, - r, - a, - s, - o = e.masterPlaylistController_, - u = - o[ - (e.options_.smoothQualityChange ? "smooth" : "fast") + - "QualityChange_" - ].bind(o); - t.attributes && - ((n = t.attributes.RESOLUTION), - (this.width = n && n.width), - (this.height = n && n.height), - (this.bandwidth = t.attributes.BANDWIDTH)), - (this.codecs = $u(o.master(), t)), - (this.playlist = t), - (this.id = i), - (this.enabled = - ((r = e.playlists), - (a = t.id), - (s = u), - function (e) { - var t = r.master.playlists[a], - i = Zo(t), - n = eu(t); - return "undefined" == typeof e - ? n - : (e ? delete t.disabled : (t.disabled = !0), - e === n || - i || - (s(), - e - ? r.trigger("renditionenabled") - : r.trigger("renditiondisabled")), - e); - })); - } - function Yl(t, e) { - var i = 0, - n = 0, - r = tr.mergeOptions(wc, e); - function a() { - n && t.currentTime(n); - } - function s(e) { - null != e && - ((n = (t.duration() !== 1 / 0 && t.currentTime()) || 0), - t.one("loadedmetadata", a), - t.src(e), - t.trigger({ type: "usage", name: "vhs-error-reload" }), - t.trigger({ type: "usage", name: "hls-error-reload" }), - t.play()); - } - function o() { - return Date.now() - i < 1e3 * r.errorInterval - ? (t.trigger({ type: "usage", name: "vhs-error-reload-canceled" }), - void t.trigger({ type: "usage", name: "hls-error-reload-canceled" })) - : r.getSource && "function" == typeof r.getSource - ? ((i = Date.now()), r.getSource.call(t, s)) - : void tr.log.error( - "ERROR: reloadSourceOnError - The option getSource must be a function!", - ); - } - function u() { - t.off("loadedmetadata", a), t.off("error", o), t.off("dispose", u); - } - t.ready(function () { - t.trigger({ type: "usage", name: "vhs-error-reload-initialized" }), - t.trigger({ type: "usage", name: "hls-error-reload-initialized" }); - }), - t.on("error", o), - t.on("dispose", u), - (t.reloadSourceOnError = function (e) { - u(), Yl(t, e); - }); - } - var Ql, - $l = ["video", "audio"], - Jl = function (n, r, a) { - return function (t, i) { - var e = i[t + "Buffer"]; - if (jl(i.mediaSource, e)) { - i.logger_( - "Appending segment " + - r.mediaIndex + - "'s " + - n.length + - " bytes to " + - t + - "Buffer", - ); - try { - e.appendBuffer(n); - } catch (e) { - i.logger_( - "Error with code " + - e.code + - " " + - (22 === e.code ? "(QUOTA_EXCEEDED_ERR) " : "") + - "when appending segment " + - r.mediaIndex + - " to " + - t + - "Buffer", - ), - (i.queuePending[t] = null), - a(e); - } - } - }; - }, - Zl = function (n, r) { - return function (t, i) { - var e = i[t + "Buffer"]; - if (jl(i.mediaSource, e)) { - i.logger_("Removing " + n + " to " + r + " from " + t + "Buffer"); - try { - e.remove(n, r); - } catch (e) { - i.logger_( - "Remove " + n + " to " + r + " from " + t + "Buffer failed", - ); - } - } - }; - }, - ec = function (n) { - return function (e, t) { - var i = t[e + "Buffer"]; - jl(t.mediaSource, i) && - (t.logger_("Setting " + e + "timestampOffset to " + n), - (i.timestampOffset = n)); - }; - }, - tc = function (i) { - return function (e, t) { - i(); - }; - }, - ic = function (t) { - return function (e) { - if ("open" === e.mediaSource.readyState) { - e.logger_("Calling mediaSource endOfStream(" + (t || "") + ")"); - try { - e.mediaSource.endOfStream(t); - } catch (e) { - tr.log.warn("Failed to call media source endOfStream", e); - } - } - }; - }, - nc = function (t) { - return function (e) { - e.logger_("Setting mediaSource duration to " + t); - try { - e.mediaSource.duration = t; - } catch (e) { - tr.log.warn("Failed to set media source duration", e); - } - }; - }, - rc = function () { - return function (t, e) { - if ("open" === e.mediaSource.readyState) { - var i = e[t + "Buffer"]; - if (jl(e.mediaSource, i)) { - e.logger_("calling abort on " + t + "Buffer"); - try { - i.abort(); - } catch (e) { - tr.log.warn("Failed to abort on " + t + "Buffer", e); - } - } - } - }; - }, - ac = function (n, r) { - return function (e) { - var t = Nl(n), - i = mr(r); - e.logger_("Adding " + n + "Buffer with codec " + r + " to mediaSource"); - i = e.mediaSource.addSourceBuffer(i); - i.addEventListener("updateend", e["on" + t + "UpdateEnd_"]), - i.addEventListener("error", e["on" + t + "Error_"]), - (e.codecs[n] = r), - (e[n + "Buffer"] = i); - }; - }, - sc = function (i) { - return function (e) { - var t = e[i + "Buffer"]; - if ((Fl(i, e), jl(e.mediaSource, t))) { - e.logger_( - "Removing " + - i + - "Buffer with codec " + - e.codecs[i] + - " from mediaSource", - ); - try { - e.mediaSource.removeSourceBuffer(t); - } catch (e) { - tr.log.warn("Failed to removeSourceBuffer " + i + "Buffer", e); - } - } - }; - }, - oc = function (r) { - return function (e, t) { - var i = t[e + "Buffer"], - n = mr(r); - jl(t.mediaSource, i) && - t.codecs[e] !== r && - (t.logger_( - "changing " + e + "Buffer codec from " + t.codecs[e] + " to " + r, - ), - i.changeType(n), - (t.codecs[e] = r)); - }; - }, - uc = (function (i) { - function e(e) { - var t = i.call(this) || this; - return ( - (t.mediaSource = e), - (t.sourceopenListener_ = function () { - return Bl("mediaSource", ft(t)); - }), - t.mediaSource.addEventListener("sourceopen", t.sourceopenListener_), - (t.logger_ = Ro("SourceUpdater")), - (t.audioTimestampOffset_ = 0), - (t.videoTimestampOffset_ = 0), - (t.queue = []), - (t.queuePending = { audio: null, video: null }), - (t.delayedAudioAppendQueue_ = []), - (t.videoAppendQueued_ = !1), - (t.codecs = {}), - (t.onVideoUpdateEnd_ = ql("video", ft(t))), - (t.onAudioUpdateEnd_ = ql("audio", ft(t))), - (t.onVideoError_ = function (e) { - t.videoError_ = e; - }), - (t.onAudioError_ = function (e) { - t.audioError_ = e; - }), - (t.createdSourceBuffers_ = !1), - (t.initializedEme_ = !1), - (t.triggeredReady_ = !1), - t - ); - } - mt(e, i); - var t = e.prototype; - return ( - (t.initializedEme = function () { - (this.initializedEme_ = !0), this.triggerReady(); - }), - (t.hasCreatedSourceBuffers = function () { - return this.createdSourceBuffers_; - }), - (t.hasInitializedAnyEme = function () { - return this.initializedEme_; - }), - (t.ready = function () { - return this.hasCreatedSourceBuffers() && this.hasInitializedAnyEme(); - }), - (t.createSourceBuffers = function (e) { - this.hasCreatedSourceBuffers() || - (this.addOrChangeSourceBuffers(e), - (this.createdSourceBuffers_ = !0), - this.trigger("createdsourcebuffers"), - this.triggerReady()); - }), - (t.triggerReady = function () { - this.ready() && - !this.triggeredReady_ && - ((this.triggeredReady_ = !0), this.trigger("ready")); - }), - (t.addSourceBuffer = function (e, t) { - Hl({ - type: "mediaSource", - sourceUpdater: this, - action: ac(e, t), - name: "addSourceBuffer", - }); - }), - (t.abort = function (e) { - Hl({ type: e, sourceUpdater: this, action: rc(e), name: "abort" }); - }), - (t.removeSourceBuffer = function (e) { - this.canRemoveSourceBuffer() - ? Hl({ - type: "mediaSource", - sourceUpdater: this, - action: sc(e), - name: "removeSourceBuffer", - }) - : tr.log.error("removeSourceBuffer is not supported!"); - }), - (t.canRemoveSourceBuffer = function () { - return ( - !tr.browser.IE_VERSION && - !tr.browser.IS_FIREFOX && - window.MediaSource && - window.MediaSource.prototype && - "function" == typeof window.MediaSource.prototype.removeSourceBuffer - ); - }), - (e.canChangeType = function () { - return ( - window.SourceBuffer && - window.SourceBuffer.prototype && - "function" == typeof window.SourceBuffer.prototype.changeType - ); - }), - (t.canChangeType = function () { - return this.constructor.canChangeType(); - }), - (t.changeType = function (e, t) { - this.canChangeType() - ? Hl({ - type: e, - sourceUpdater: this, - action: oc(t), - name: "changeType", - }) - : tr.log.error("changeType is not supported!"); - }), - (t.addOrChangeSourceBuffers = function (i) { - var n = this; - if (!i || "object" != typeof i || 0 === Object.keys(i).length) - throw new Error( - "Cannot addOrChangeSourceBuffers to undefined codecs", - ); - Object.keys(i).forEach(function (e) { - var t = i[e]; - if (!n.hasCreatedSourceBuffers()) return n.addSourceBuffer(e, t); - n.canChangeType() && n.changeType(e, t); - }); - }), - (t.appendBuffer = function (e, t) { - var i = this, - n = e.segmentInfo, - r = e.type, - a = e.bytes; - if ( - ((this.processedAppend_ = !0), - "audio" === r && this.videoBuffer && !this.videoAppendQueued_) - ) - return ( - this.delayedAudioAppendQueue_.push([e, t]), - void this.logger_( - "delayed audio append of " + a.length + " until video append", - ) - ); - Hl({ - type: r, - sourceUpdater: this, - action: Jl(a, n || { mediaIndex: -1 }, t), - doneFn: t, - name: "appendBuffer", - }), - "video" === r && - ((this.videoAppendQueued_ = !0), - this.delayedAudioAppendQueue_.length && - ((r = this.delayedAudioAppendQueue_.slice()), - this.logger_( - "queuing delayed audio " + r.length + " appendBuffers", - ), - (this.delayedAudioAppendQueue_.length = 0), - r.forEach(function (e) { - i.appendBuffer.apply(i, e); - }))); - }), - (t.audioBuffered = function () { - return ( - (jl(this.mediaSource, this.audioBuffer) && - this.audioBuffer.buffered) || - tr.createTimeRange() - ); - }), - (t.videoBuffered = function () { - return ( - (jl(this.mediaSource, this.videoBuffer) && - this.videoBuffer.buffered) || - tr.createTimeRange() - ); - }), - (t.buffered = function () { - var e = jl(this.mediaSource, this.videoBuffer) - ? this.videoBuffer - : null, - t = jl(this.mediaSource, this.audioBuffer) - ? this.audioBuffer - : null; - return t && !e - ? this.audioBuffered() - : e && !t - ? this.videoBuffered() - : (function (e, t) { - var i = null, - n = null, - r = 0, - a = [], - s = []; - if (!(e && e.length && t && t.length)) - return tr.createTimeRange(); - for (var o = e.length; o--; ) - a.push({ time: e.start(o), type: "start" }), - a.push({ time: e.end(o), type: "end" }); - for (o = t.length; o--; ) - a.push({ time: t.start(o), type: "start" }), - a.push({ time: t.end(o), type: "end" }); - for ( - a.sort(function (e, t) { - return e.time - t.time; - }), - o = 0; - o < a.length; - o++ - ) - "start" === a[o].type - ? 2 === ++r && (i = a[o].time) - : "end" === a[o].type && 1 === --r && (n = a[o].time), - null !== i && - null !== n && - (s.push([i, n]), (n = i = null)); - return tr.createTimeRanges(s); - })(this.audioBuffered(), this.videoBuffered()); - }), - (t.setDuration = function (e, t) { - void 0 === t && (t = Rl), - Hl({ - type: "mediaSource", - sourceUpdater: this, - action: nc(e), - name: "duration", - doneFn: t, - }); - }), - (t.endOfStream = function (e, t) { - void 0 === t && (t = Rl), - Hl({ - type: "mediaSource", - sourceUpdater: this, - action: ic( - (e = - "string" != typeof (e = void 0 === e ? null : e) - ? void 0 - : e), - ), - name: "endOfStream", - doneFn: t, - }); - }), - (t.removeAudio = function (e, t, i) { - void 0 === i && (i = Rl), - this.audioBuffered().length && 0 !== this.audioBuffered().end(0) - ? Hl({ - type: "audio", - sourceUpdater: this, - action: Zl(e, t), - doneFn: i, - name: "remove", - }) - : i(); - }), - (t.removeVideo = function (e, t, i) { - void 0 === i && (i = Rl), - this.videoBuffered().length && 0 !== this.videoBuffered().end(0) - ? Hl({ - type: "video", - sourceUpdater: this, - action: Zl(e, t), - doneFn: i, - name: "remove", - }) - : i(); - }), - (t.updating = function () { - return !(!Ul("audio", this) && !Ul("video", this)); - }), - (t.audioTimestampOffset = function (e) { - return ( - "undefined" != typeof e && - this.audioBuffer && - this.audioTimestampOffset_ !== e && - (Hl({ - type: "audio", - sourceUpdater: this, - action: ec(e), - name: "timestampOffset", - }), - (this.audioTimestampOffset_ = e)), - this.audioTimestampOffset_ - ); - }), - (t.videoTimestampOffset = function (e) { - return ( - "undefined" != typeof e && - this.videoBuffer && - this.videoTimestampOffset !== e && - (Hl({ - type: "video", - sourceUpdater: this, - action: ec(e), - name: "timestampOffset", - }), - (this.videoTimestampOffset_ = e)), - this.videoTimestampOffset_ - ); - }), - (t.audioQueueCallback = function (e) { - this.audioBuffer && - Hl({ - type: "audio", - sourceUpdater: this, - action: tc(e), - name: "callback", - }); - }), - (t.videoQueueCallback = function (e) { - this.videoBuffer && - Hl({ - type: "video", - sourceUpdater: this, - action: tc(e), - name: "callback", - }); - }), - (t.dispose = function () { - var t = this; - this.trigger("dispose"), - $l.forEach(function (e) { - t.abort(e), - t.canRemoveSourceBuffer() - ? t.removeSourceBuffer(e) - : t[e + "QueueCallback"](function () { - return Fl(e, t); - }); - }), - (this.videoAppendQueued_ = !1), - (this.delayedAudioAppendQueue_.length = 0), - this.sourceopenListener_ && - this.mediaSource.removeEventListener( - "sourceopen", - this.sourceopenListener_, - ), - this.off(); - }), - e - ); - })(tr.EventTarget), - lc = new Uint8Array( - "\n\n".split("").map(function (e) { - return e.charCodeAt(0); - }), - ), - cc = (function (i) { - function e(e, t) { - return ( - ((t = - i.call(this, e, (t = void 0 === t ? {} : t)) || this).mediaSource_ = - null), - (t.subtitlesTrack_ = null), - (t.loaderType_ = "subtitle"), - (t.featuresNativeTextTracks_ = e.featuresNativeTextTracks), - (t.shouldSaveSegmentTimingInfo_ = !1), - t - ); - } - mt(e, i); - var t = e.prototype; - return ( - (t.createTransmuxer_ = function () { - return null; - }), - (t.buffered_ = function () { - if ( - !this.subtitlesTrack_ || - !this.subtitlesTrack_.cues || - !this.subtitlesTrack_.cues.length - ) - return tr.createTimeRanges(); - var e = this.subtitlesTrack_.cues, - t = e[0].startTime, - e = e[e.length - 1].startTime; - return tr.createTimeRanges([[t, e]]); - }), - (t.initSegmentForMap = function (e, t) { - if ((void 0 === t && (t = !1), !e)) return null; - var i = Su(e), - n = this.initSegments_[i]; - return ( - t && - !n && - e.bytes && - ((t = lc.byteLength + e.bytes.byteLength), - (t = new Uint8Array(t)).set(e.bytes), - t.set(lc, e.bytes.byteLength), - (this.initSegments_[i] = n = - { - resolvedUri: e.resolvedUri, - byterange: e.byterange, - bytes: t, - })), - n || e - ); - }), - (t.couldBeginLoading_ = function () { - return this.playlist_ && this.subtitlesTrack_ && !this.paused(); - }), - (t.init_ = function () { - return ( - (this.state = "READY"), - this.resetEverything(), - this.monitorBuffer_() - ); - }), - (t.track = function (e) { - return ( - "undefined" == typeof e || - ((this.subtitlesTrack_ = e), - "INIT" === this.state && - this.couldBeginLoading_() && - this.init_()), - this.subtitlesTrack_ - ); - }), - (t.remove = function (e, t) { - rl(e, t, this.subtitlesTrack_); - }), - (t.fillBuffer_ = function () { - var e = this, - t = this.chooseNextRequest_(); - if (t) { - if ( - null === - this.syncController_.timestampOffsetForTimeline(t.timeline) - ) - return ( - this.syncController_.one("timestampoffset", function () { - (e.state = "READY"), e.paused() || e.monitorBuffer_(); - }), - void (this.state = "WAITING_ON_TIMELINE") - ); - this.loadSegment_(t); - } - }), - (t.timestampOffsetForSegment_ = function () { - return null; - }), - (t.chooseNextRequest_ = function () { - return this.skipEmptySegments_( - i.prototype.chooseNextRequest_.call(this), - ); - }), - (t.skipEmptySegments_ = function (e) { - for (; e && e.segment.empty; ) { - if (e.mediaIndex + 1 >= e.playlist.segments.length) { - e = null; - break; - } - e = this.generateSegmentInfo_({ - playlist: e.playlist, - mediaIndex: e.mediaIndex + 1, - startOfSegment: e.startOfSegment + e.duration, - isSyncRequest: e.isSyncRequest, - }); - } - return e; - }), - (t.stopForError = function (e) { - this.error(e), - (this.state = "READY"), - this.pause(), - this.trigger("error"); - }), - (t.segmentRequestFinished_ = function (e, t, i) { - var n = this; - if (this.subtitlesTrack_) { - if ((this.saveTransferStats_(t.stats), !this.pendingSegment_)) - return ( - (this.state = "READY"), void (this.mediaRequestsAborted += 1) - ); - if (e) - return ( - e.code === Pl && this.handleTimeout_(), - e.code === Ll - ? (this.mediaRequestsAborted += 1) - : (this.mediaRequestsErrored += 1), - void this.stopForError(e) - ); - var r = this.pendingSegment_; - this.saveBandwidthRelatedStats_(r.duration, t.stats), - (this.state = "APPENDING"), - this.trigger("appending"); - var a = r.segment; - if ( - (a.map && (a.map.bytes = t.map.bytes), - (r.bytes = t.bytes), - "function" != typeof window.WebVTT && - this.subtitlesTrack_ && - this.subtitlesTrack_.tech_) - ) { - var s = function () { - n.subtitlesTrack_.tech_.off("vttjsloaded", o), - n.stopForError({ message: "Error loading vtt.js" }); - }, - o = function () { - n.subtitlesTrack_.tech_.off("vttjserror", s), - n.segmentRequestFinished_(e, t, i); - }; - return ( - (this.state = "WAITING_ON_VTTJS"), - this.subtitlesTrack_.tech_.one("vttjsloaded", o), - void this.subtitlesTrack_.tech_.one("vttjserror", s) - ); - } - a.requested = !0; - try { - this.parseVTTCues_(r); - } catch (e) { - return void this.stopForError({ message: e.message }); - } - if ( - (this.updateTimeMapping_( - r, - this.syncController_.timelines[r.timeline], - this.playlist_, - ), - r.cues.length - ? (r.timingInfo = { - start: r.cues[0].startTime, - end: r.cues[r.cues.length - 1].endTime, - }) - : (r.timingInfo = { - start: r.startOfSegment, - end: r.startOfSegment + r.duration, - }), - r.isSyncRequest) - ) - return ( - this.trigger("syncinfoupdate"), - (this.pendingSegment_ = null), - void (this.state = "READY") - ); - (r.byteLength = r.bytes.byteLength), - (this.mediaSecondsLoaded += a.duration), - r.cues.forEach(function (e) { - n.subtitlesTrack_.addCue( - n.featuresNativeTextTracks_ - ? new window.VTTCue(e.startTime, e.endTime, e.text) - : e, - ); - }), - (function (t) { - var e = t.cues; - if (e) - for (var i = 0; i < e.length; i++) { - for (var n = [], r = 0, a = 0; a < e.length; a++) - e[i].startTime === e[a].startTime && - e[i].endTime === e[a].endTime && - e[i].text === e[a].text && - 1 < ++r && - n.push(e[a]); - n.length && - n.forEach(function (e) { - return t.removeCue(e); - }); - } - })(this.subtitlesTrack_), - this.handleAppendsDone_(); - } else this.state = "READY"; - }), - (t.handleData_ = function () {}), - (t.updateTimingInfoEnd_ = function () {}), - (t.parseVTTCues_ = function (t) { - var e = !1; - "function" == typeof window.TextDecoder - ? (i = new window.TextDecoder("utf8")) - : ((i = window.WebVTT.StringDecoder()), (e = !0)); - var i = new window.WebVTT.Parser(window, window.vttjs, i); - (t.cues = []), - (t.timestampmap = { MPEGTS: 0, LOCAL: 0 }), - (i.oncue = t.cues.push.bind(t.cues)), - (i.ontimestampmap = function (e) { - t.timestampmap = e; - }), - (i.onparsingerror = function (e) { - tr.log.warn("Error encountered when parsing cues: " + e.message); - }), - t.segment.map && - ((n = t.segment.map.bytes), e && (n = Vl(n)), i.parse(n)); - var n = t.bytes; - e && (n = Vl(n)), i.parse(n), i.flush(); - }), - (t.updateTimeMapping_ = function (e, t, i) { - var n, - r, - a = e.segment; - t && - (e.cues.length - ? ((r = e.timestampmap), - (n = r.MPEGTS / hl - r.LOCAL + t.mapping), - e.cues.forEach(function (e) { - (e.startTime += n), (e.endTime += n); - }), - i.syncInfo || - ((r = e.cues[0].startTime), - (t = e.cues[e.cues.length - 1].startTime), - (i.syncInfo = { - mediaSequence: i.mediaSequence + e.mediaIndex, - time: Math.min(r, t - a.duration), - }))) - : (a.empty = !0)); - }), - e - ); - })(Ml), - dc = [ - { - name: "VOD", - run: function (e, t, i, n, r) { - if (i === 1 / 0) return null; - return { time: 0, segmentIndex: 0, partIndex: null }; - }, - }, - { - name: "ProgramDateTime", - run: function (e, t, i, n, r) { - if (!Object.keys(e.timelineToDatetimeMappings).length) return null; - var a = null, - s = null, - o = Wo(t); - r = r || 0; - for (var u = 0; u < o.length; u++) { - var l = o[t.endList || 0 === r ? u : o.length - (u + 1)], - c = l.segment, - d = e.timelineToDatetimeMappings[c.timeline]; - if (d && c.dateTimeObject) { - var h = c.dateTimeObject.getTime() / 1e3 + d; - if (c.parts && "number" == typeof l.partIndex) - for (var p = 0; p < l.partIndex; p++) h += c.parts[p].duration; - d = Math.abs(r - h); - if (null !== s && (0 === d || s < d)) break; - (s = d), - (a = { - time: h, - segmentIndex: l.segmentIndex, - partIndex: l.partIndex, - }); - } - } - return a; - }, - }, - { - name: "Segment", - run: function (e, t, i, n, r) { - var a = null, - s = null; - r = r || 0; - for (var o = Wo(t), u = 0; u < o.length; u++) { - var l = o[t.endList || 0 === r ? u : o.length - (u + 1)], - c = l.segment, - d = (l.part && l.part.start) || (c && c.start); - if (c.timeline === n && "undefined" != typeof d) { - c = Math.abs(r - d); - if (null !== s && s < c) break; - (!a || null === s || c <= s) && - ((s = c), - (a = { - time: d, - segmentIndex: l.segmentIndex, - partIndex: l.partIndex, - })); - } - } - return a; - }, - }, - { - name: "Discontinuity", - run: function (e, t, i, n, r) { - var a = null; - if ( - ((r = r || 0), - t.discontinuityStarts && t.discontinuityStarts.length) - ) - for (var s = null, o = 0; o < t.discontinuityStarts.length; o++) { - var u = t.discontinuityStarts[o], - l = t.discontinuitySequence + o + 1, - c = e.discontinuities[l]; - if (c) { - l = Math.abs(r - c.time); - if (null !== s && s < l) break; - (!a || null === s || l <= s) && - ((s = l), - (a = { time: c.time, segmentIndex: u, partIndex: null })); - } - } - return a; - }, - }, - { - name: "Playlist", - run: function (e, t, i, n, r) { - return t.syncInfo - ? { - time: t.syncInfo.time, - segmentIndex: t.syncInfo.mediaSequence - t.mediaSequence, - partIndex: null, - } - : null; - }, - }, - ], - hc = (function (i) { - function e(e) { - var t = i.call(this) || this; - return ( - (t.timelines = []), - (t.discontinuities = []), - (t.timelineToDatetimeMappings = {}), - (t.logger_ = Ro("SyncController")), - t - ); - } - mt(e, i); - var t = e.prototype; - return ( - (t.getSyncPoint = function (e, t, i, n) { - i = this.runStrategies_(e, t, i, n); - return i.length - ? this.selectSyncPoint_(i, { key: "time", value: n }) - : null; - }), - (t.getExpiredTime = function (e, t) { - if (!e || !e.segments) return null; - t = this.runStrategies_(e, t, e.discontinuitySequence, 0); - if (!t.length) return null; - t = this.selectSyncPoint_(t, { key: "segmentIndex", value: 0 }); - return ( - 0 < t.segmentIndex && (t.time *= -1), - Math.abs( - t.time + - Qo({ - defaultDuration: e.targetDuration, - durationList: e.segments, - startIndex: t.segmentIndex, - endIndex: 0, - }), - ) - ); - }), - (t.runStrategies_ = function (e, t, i, n) { - for (var r = [], a = 0; a < dc.length; a++) { - var s = dc[a], - o = s.run(this, e, t, i, n); - o && - ((o.strategy = s.name), - r.push({ strategy: s.name, syncPoint: o })); - } - return r; - }), - (t.selectSyncPoint_ = function (e, t) { - for ( - var i = e[0].syncPoint, - n = Math.abs(e[0].syncPoint[t.key] - t.value), - r = e[0].strategy, - a = 1; - a < e.length; - a++ - ) { - var s = Math.abs(e[a].syncPoint[t.key] - t.value); - s < n && ((n = s), (i = e[a].syncPoint), (r = e[a].strategy)); - } - return ( - this.logger_( - "syncPoint for [" + - t.key + - ": " + - t.value + - "] chosen with strategy [" + - r + - "]: [time:" + - i.time + - ", segmentIndex:" + - i.segmentIndex + - ("number" == typeof i.partIndex - ? ",partIndex:" + i.partIndex - : "") + - "]", - ), - i - ); - }), - (t.saveExpiredSegmentInfo = function (e, t) { - var i = t.mediaSequence - e.mediaSequence; - if (86400 < i) - tr.log.warn( - "Not saving expired segment info. Media sequence gap " + - i + - " is too large.", - ); - else - for (var n = i - 1; 0 <= n; n--) { - var r = e.segments[n]; - if (r && "undefined" != typeof r.start) { - (t.syncInfo = { - mediaSequence: e.mediaSequence + n, - time: r.start, - }), - this.logger_( - "playlist refresh sync: [time:" + - t.syncInfo.time + - ", mediaSequence: " + - t.syncInfo.mediaSequence + - "]", - ), - this.trigger("syncinfoupdate"); - break; - } - } - }), - (t.setDateTimeMappingForStart = function (e) { - var t; - (this.timelineToDatetimeMappings = {}), - e.segments && - e.segments.length && - e.segments[0].dateTimeObject && - ((e = (t = e.segments[0]).dateTimeObject.getTime() / 1e3), - (this.timelineToDatetimeMappings[t.timeline] = -e)); - }), - (t.saveSegmentTimingInfo = function (e) { - var t = e.segmentInfo, - i = e.shouldSaveTimelineMapping, - n = this.calculateSegmentTimeMapping_(t, t.timingInfo, i), - e = t.segment; - n && - (this.saveDiscontinuitySyncInfo_(t), - t.playlist.syncInfo || - (t.playlist.syncInfo = { - mediaSequence: t.playlist.mediaSequence + t.mediaIndex, - time: e.start, - })); - t = e.dateTimeObject; - e.discontinuity && - i && - t && - (this.timelineToDatetimeMappings[e.timeline] = -t.getTime() / 1e3); - }), - (t.timestampOffsetForTimeline = function (e) { - return "undefined" == typeof this.timelines[e] - ? null - : this.timelines[e].time; - }), - (t.mappingForTimeline = function (e) { - return "undefined" == typeof this.timelines[e] - ? null - : this.timelines[e].mapping; - }), - (t.calculateSegmentTimeMapping_ = function (e, t, i) { - var n, - r, - a = e.segment, - s = e.part, - o = this.timelines[e.timeline]; - if ("number" == typeof e.timestampOffset) - (o = { - time: e.startOfSegment, - mapping: e.startOfSegment - t.start, - }), - i && - ((this.timelines[e.timeline] = o), - this.trigger("timestampoffset"), - this.logger_( - "time mapping for timeline " + - e.timeline + - ": [time: " + - o.time + - "] [mapping: " + - o.mapping + - "]", - )), - (n = e.startOfSegment), - (r = t.end + o.mapping); - else { - if (!o) return !1; - (n = t.start + o.mapping), (r = t.end + o.mapping); - } - return ( - s && ((s.start = n), (s.end = r)), - (!a.start || n < a.start) && (a.start = n), - (a.end = r), - !0 - ); - }), - (t.saveDiscontinuitySyncInfo_ = function (e) { - var t = e.playlist, - i = e.segment; - if (i.discontinuity) - this.discontinuities[i.timeline] = { time: i.start, accuracy: 0 }; - else if (t.discontinuityStarts && t.discontinuityStarts.length) - for (var n = 0; n < t.discontinuityStarts.length; n++) { - var r, - a = t.discontinuityStarts[n], - s = t.discontinuitySequence + n + 1, - o = a - e.mediaIndex, - u = Math.abs(o); - (!this.discontinuities[s] || - this.discontinuities[s].accuracy > u) && - ((r = void 0), - (r = - o < 0 - ? i.start - - Qo({ - defaultDuration: t.targetDuration, - durationList: t.segments, - startIndex: e.mediaIndex, - endIndex: a, - }) - : i.end + - Qo({ - defaultDuration: t.targetDuration, - durationList: t.segments, - startIndex: e.mediaIndex + 1, - endIndex: a, - })), - (this.discontinuities[s] = { time: r, accuracy: u })); - } - }), - (t.dispose = function () { - this.trigger("dispose"), this.off(); - }), - e - ); - })(tr.EventTarget), - pc = (function (t) { - function e() { - var e = t.call(this) || this; - return ( - (e.pendingTimelineChanges_ = {}), (e.lastTimelineChanges_ = {}), e - ); - } - mt(e, t); - var i = e.prototype; - return ( - (i.clearPendingTimelineChange = function (e) { - (this.pendingTimelineChanges_[e] = null), - this.trigger("pendingtimelinechange"); - }), - (i.pendingTimelineChange = function (e) { - var t = e.type, - i = e.from, - e = e.to; - return ( - "number" == typeof i && - "number" == typeof e && - ((this.pendingTimelineChanges_[t] = { type: t, from: i, to: e }), - this.trigger("pendingtimelinechange")), - this.pendingTimelineChanges_[t] - ); - }), - (i.lastTimelineChange = function (e) { - var t = e.type, - i = e.from, - e = e.to; - return ( - "number" == typeof i && - "number" == typeof e && - ((this.lastTimelineChanges_[t] = { type: t, from: i, to: e }), - delete this.pendingTimelineChanges_[t], - this.trigger("timelinechange")), - this.lastTimelineChanges_[t] - ); - }), - (i.dispose = function () { - this.trigger("dispose"), - (this.pendingTimelineChanges_ = {}), - (this.lastTimelineChanges_ = {}), - this.off(); - }), - e - ); - })(tr.EventTarget), - fc = x( - U( - W(function () { - var e = - "undefined" != typeof globalThis - ? globalThis - : "undefined" != typeof window - ? window - : "undefined" != typeof global - ? global - : "undefined" != typeof self - ? self - : {}; - function t(e, t, i) { - return ( - e( - (i = { - path: t, - exports: {}, - require: function (e, t) { - return (function () { - throw new Error( - "Dynamic requires are not currently supported by @rollup/plugin-commonjs", - ); - })(null == t && i.path); - }, - }), - i.exports, - ), - i.exports - ); - } - var i = t(function (e) { - function n(e, t) { - for (var i = 0; i < t.length; i++) { - var n = t[i]; - (n.enumerable = n.enumerable || !1), - (n.configurable = !0), - "value" in n && (n.writable = !0), - Object.defineProperty(e, n.key, n); - } - } - (e.exports = function (e, t, i) { - return t && n(e.prototype, t), i && n(e, i), e; - }), - (e.exports.default = e.exports), - (e.exports.__esModule = !0); - }), - n = t(function (i) { - function n(e, t) { - return ( - (i.exports = n = - Object.setPrototypeOf || - function (e, t) { - return (e.__proto__ = t), e; - }), - (i.exports.default = i.exports), - (i.exports.__esModule = !0), - n(e, t) - ); - } - (i.exports = n), - (i.exports.default = i.exports), - (i.exports.__esModule = !0); - }), - r = t(function (e) { - (e.exports = function (e, t) { - (e.prototype = Object.create(t.prototype)), - (e.prototype.constructor = e), - n(e, t); - }), - (e.exports.default = e.exports), - (e.exports.__esModule = !0); - }), - a = (function () { - function e() { - this.listeners = {}; - } - var t = e.prototype; - return ( - (t.on = function (e, t) { - this.listeners[e] || (this.listeners[e] = []), - this.listeners[e].push(t); - }), - (t.off = function (e, t) { - if (!this.listeners[e]) return !1; - t = this.listeners[e].indexOf(t); - return ( - (this.listeners[e] = this.listeners[e].slice(0)), - this.listeners[e].splice(t, 1), - -1 < t - ); - }), - (t.trigger = function (e) { - var t = this.listeners[e]; - if (t) - if (2 === arguments.length) - for (var i = t.length, n = 0; n < i; ++n) - t[n].call(this, arguments[1]); - else - for ( - var r = Array.prototype.slice.call(arguments, 1), - a = t.length, - s = 0; - s < a; - ++s - ) - t[s].apply(this, r); - }), - (t.dispose = function () { - this.listeners = {}; - }), - (t.pipe = function (t) { - this.on("data", function (e) { - t.push(e); - }); - }), - e - ); - })(); - /*! @name aes-decrypter @version 3.1.3 @license Apache-2.0 */ - var c = null, - m = (function () { - function e(e) { - var t, i, n; - (c = - c || - (function () { - for ( - var e, - t, - i, - n, - r, - a, - s, - o = [ - [[], [], [], [], []], - [[], [], [], [], []], - ], - u = o[0], - l = o[1], - c = u[4], - d = l[4], - h = [], - p = [], - f = 0; - f < 256; - f++ - ) - p[(h[f] = (f << 1) ^ (283 * (f >> 7))) ^ f] = f; - for (e = t = 0; !c[e]; e ^= i || 1, t = p[t] || 1) - for ( - s = - (16843009 * - h[ - (n = - h[ - (i = - h[ - (d[ - (c[e] = r = - ((r = - t ^ - (t << 1) ^ - (t << 2) ^ - (t << 3) ^ - (t << 4)) >> - 8) ^ - (255 & r) ^ - 99) - ] = e) - ]) - ]) - ]) ^ - (65537 * n) ^ - (257 * i) ^ - (16843008 * e), - a = (257 * h[r]) ^ (16843008 * r), - f = 0; - f < 4; - f++ - ) - (u[f][e] = a = (a << 24) ^ (a >>> 8)), - (l[f][r] = s = (s << 24) ^ (s >>> 8)); - for (f = 0; f < 5; f++) - (u[f] = u[f].slice(0)), (l[f] = l[f].slice(0)); - return o; - })()), - (this._tables = [ - [ - c[0][0].slice(), - c[0][1].slice(), - c[0][2].slice(), - c[0][3].slice(), - c[0][4].slice(), - ], - [ - c[1][0].slice(), - c[1][1].slice(), - c[1][2].slice(), - c[1][3].slice(), - c[1][4].slice(), - ], - ]); - var r = this._tables[0][4], - a = this._tables[1], - s = e.length, - o = 1; - if (4 !== s && 6 !== s && 8 !== s) - throw new Error("Invalid aes key size"); - var u = e.slice(0), - l = []; - for (this._key = [u, l], t = s; t < 4 * s + 28; t++) - (n = u[t - 1]), - (t % s == 0 || (8 === s && t % s == 4)) && - ((n = - (r[n >>> 24] << 24) ^ - (r[(n >> 16) & 255] << 16) ^ - (r[(n >> 8) & 255] << 8) ^ - r[255 & n]), - t % s == 0 && - ((n = (n << 8) ^ (n >>> 24) ^ (o << 24)), - (o = (o << 1) ^ (283 * (o >> 7))))), - (u[t] = u[t - s] ^ n); - for (i = 0; t; i++, t--) - (n = u[3 & i ? t : t - 4]), - (l[i] = - t <= 4 || i < 4 - ? n - : a[0][r[n >>> 24]] ^ - a[1][r[(n >> 16) & 255]] ^ - a[2][r[(n >> 8) & 255]] ^ - a[3][r[255 & n]]); - } - return ( - (e.prototype.decrypt = function (e, t, i, n, r, a) { - for ( - var s, - o, - u, - l = this._key[1], - c = e ^ l[0], - d = n ^ l[1], - h = i ^ l[2], - p = t ^ l[3], - f = l.length / 4 - 2, - m = 4, - t = this._tables[1], - g = t[0], - y = t[1], - v = t[2], - _ = t[3], - b = t[4], - T = 0; - T < f; - T++ - ) - (s = - g[c >>> 24] ^ - y[(d >> 16) & 255] ^ - v[(h >> 8) & 255] ^ - _[255 & p] ^ - l[m]), - (o = - g[d >>> 24] ^ - y[(h >> 16) & 255] ^ - v[(p >> 8) & 255] ^ - _[255 & c] ^ - l[m + 1]), - (u = - g[h >>> 24] ^ - y[(p >> 16) & 255] ^ - v[(c >> 8) & 255] ^ - _[255 & d] ^ - l[m + 2]), - (p = - g[p >>> 24] ^ - y[(c >> 16) & 255] ^ - v[(d >> 8) & 255] ^ - _[255 & h] ^ - l[m + 3]), - (m += 4), - (c = s), - (d = o), - (h = u); - for (T = 0; T < 4; T++) - (r[(3 & -T) + a] = - (b[c >>> 24] << 24) ^ - (b[(d >> 16) & 255] << 16) ^ - (b[(h >> 8) & 255] << 8) ^ - b[255 & p] ^ - l[m++]), - (s = c), - (c = d), - (d = h), - (h = p), - (p = s); - }), - e - ); - })(), - l = (function (t) { - function e() { - var e = t.call(this, a) || this; - return (e.jobs = []), (e.delay = 1), (e.timeout_ = null), e; - } - r(e, t); - var i = e.prototype; - return ( - (i.processJob_ = function () { - this.jobs.shift()(), - this.jobs.length - ? (this.timeout_ = setTimeout( - this.processJob_.bind(this), - this.delay, - )) - : (this.timeout_ = null); - }), - (i.push = function (e) { - this.jobs.push(e), - this.timeout_ || - (this.timeout_ = setTimeout( - this.processJob_.bind(this), - this.delay, - )); - }), - e - ); - })(a), - g = function (e) { - return ( - (e << 24) | - ((65280 & e) << 8) | - ((16711680 & e) >> 8) | - (e >>> 24) - ); - }, - s = (function () { - function u(e, t, i, n) { - var r = u.STEP, - a = new Int32Array(e.buffer), - s = new Uint8Array(e.byteLength), - o = 0; - for ( - this.asyncStream_ = new l(), - this.asyncStream_.push( - this.decryptChunk_(a.subarray(o, o + r), t, i, s), - ), - o = r; - o < a.length; - o += r - ) - (i = new Uint32Array([ - g(a[o - 4]), - g(a[o - 3]), - g(a[o - 2]), - g(a[o - 1]), - ])), - this.asyncStream_.push( - this.decryptChunk_(a.subarray(o, o + r), t, i, s), - ); - this.asyncStream_.push(function () { - /*! @name pkcs7 @version 1.0.4 @license Apache-2.0 */ - var e; - n( - null, - (e = s).subarray(0, e.byteLength - e[e.byteLength - 1]), - ); - }); - } - return ( - (u.prototype.decryptChunk_ = function (t, i, n, r) { - return function () { - var e = (function (e, t, i) { - for ( - var n, - r, - a, - s, - o = new Int32Array( - e.buffer, - e.byteOffset, - e.byteLength >> 2, - ), - u = new m(Array.prototype.slice.call(t)), - e = new Uint8Array(e.byteLength), - l = new Int32Array(e.buffer), - c = i[0], - d = i[1], - h = i[2], - p = i[3], - f = 0; - f < o.length; - f += 4 - ) - (n = g(o[f])), - (r = g(o[f + 1])), - (a = g(o[f + 2])), - (s = g(o[f + 3])), - u.decrypt(n, r, a, s, l, f), - (l[f] = g(l[f] ^ c)), - (l[f + 1] = g(l[f + 1] ^ d)), - (l[f + 2] = g(l[f + 2] ^ h)), - (l[f + 3] = g(l[f + 3] ^ p)), - (c = n), - (d = r), - (h = a), - (p = s); - return e; - })(t, i, n); - r.set(e, t.byteOffset); - }; - }), - i(u, null, [ - { - key: "STEP", - get: function () { - return 32e3; - }, - }, - ]), - u - ); - })(), - e = - "undefined" != typeof window - ? window - : "undefined" != typeof e - ? e - : "undefined" != typeof self - ? self - : {}, - e = e.BigInt || Number; - e("0x1"), - e("0x100"), - e("0x10000"), - e("0x1000000"), - e("0x100000000"), - e("0x10000000000"), - e("0x1000000000000"), - e("0x100000000000000"), - e("0x10000000000000000"); - function o(n) { - var r = {}; - return ( - Object.keys(n).forEach(function (e) { - var t, - i = n[e]; - (t = i), - ( - "function" === ArrayBuffer.isView - ? ArrayBuffer.isView(t) - : t && t.buffer instanceof ArrayBuffer - ) - ? (r[e] = { - bytes: i.buffer, - byteOffset: i.byteOffset, - byteLength: i.byteLength, - }) - : (r[e] = i); - }), - r - ); - } - self.onmessage = function (e) { - var i = e.data, - t = new Uint8Array( - i.encrypted.bytes, - i.encrypted.byteOffset, - i.encrypted.byteLength, - ), - n = new Uint32Array( - i.key.bytes, - i.key.byteOffset, - i.key.byteLength / 4, - ), - e = new Uint32Array( - i.iv.bytes, - i.iv.byteOffset, - i.iv.byteLength / 4, - ); - new s(t, n, e, function (e, t) { - self.postMessage(o({ source: i.source, decrypted: t }), [ - t.buffer, - ]); - }); - }; - }), - ), - ), - mc = { - AUDIO: function (s, o) { - return function () { - var e = o.segmentLoaders[s], - t = o.mediaTypes[s], - i = o.blacklistCurrentPlaylist; - Wl(e, t); - var n = t.activeTrack(), - e = t.activeGroup(), - e = ( - e.filter(function (e) { - return e.default; - })[0] || e[0] - ).id, - r = t.tracks[e]; - if (n !== r) { - for (var a in (tr.log.warn( - "Problem encountered loading the alternate audio track.Switching back to default.", - ), - t.tracks)) - t.tracks[a].enabled = t.tracks[a] === r; - t.onTrackChanged(); - } else - i({ - message: "Problem encountered loading the default audio track.", - }); - }; - }, - SUBTITLES: function (i, n) { - return function () { - var e = n.segmentLoaders[i], - t = n.mediaTypes[i]; - tr.log.warn( - "Problem encountered loading the subtitle track.Disabling subtitle track.", - ), - Wl(e, t); - e = t.activeTrack(); - e && (e.mode = "disabled"), t.onTrackChanged(); - }; - }, - }, - gc = { - AUDIO: function (e, t, i) { - var n, r, a; - t && - ((n = i.tech), - (r = i.requestOptions), - (a = i.segmentLoaders[e]), - t.on("loadedmetadata", function () { - var e = t.media(); - a.playlist(e, r), - (!n.paused() || (e.endList && "none" !== n.preload())) && - a.load(); - }), - t.on("loadedplaylist", function () { - a.playlist(t.media(), r), n.paused() || a.load(); - }), - t.on("error", mc[e](e, i))); - }, - SUBTITLES: function (e, t, i) { - var n = i.tech, - r = i.requestOptions, - a = i.segmentLoaders[e], - s = i.mediaTypes[e]; - t.on("loadedmetadata", function () { - var e = t.media(); - a.playlist(e, r), - a.track(s.activeTrack()), - (!n.paused() || (e.endList && "none" !== n.preload())) && a.load(); - }), - t.on("loadedplaylist", function () { - a.playlist(t.media(), r), n.paused() || a.load(); - }), - t.on("error", mc[e](e, i)); - }, - }, - yc = { - AUDIO: function (e, t) { - var i, - n, - r = t.vhs, - a = t.sourceType, - s = t.segmentLoaders[e], - o = t.requestOptions, - u = t.master.mediaGroups, - l = t.mediaTypes[e], - c = l.groups, - d = l.tracks, - h = l.logger_, - p = t.masterPlaylistLoader, - f = au(p.master); - for (i in ((u[e] && 0 !== Object.keys(u[e]).length) || - ((u[e] = { main: { default: { default: !0 } } }), - f && (u[e].main.default.playlists = p.master.playlists)), - u[e])) - for (var m in (c[i] || (c[i] = []), u[e][i])) { - var g = u[e][i][m], - y = void 0, - y = f - ? (h( - "AUDIO group '" + - i + - "' label '" + - m + - "' is a master playlist", - ), - (g.isMasterPlaylist = !0), - null) - : "vhs-json" === a && g.playlists - ? new _l(g.playlists[0], r, o) - : g.resolvedUri - ? new _l(g.resolvedUri, r, o) - : g.playlists && "dash" === a - ? new wl(g.playlists[0], r, o, p) - : null, - g = tr.mergeOptions({ id: m, playlistLoader: y }, g); - gc[e](e, g.playlistLoader, t), - c[i].push(g), - "undefined" == typeof d[m] && - ((g = new tr.AudioTrack({ - id: m, - kind: - ((n = void 0), - (n = (y = g).default ? "main" : "alternative"), - (n = - y.characteristics && - 0 <= - y.characteristics.indexOf( - "public.accessibility.describes-video", - ) - ? "main-desc" - : n)), - enabled: !1, - language: g.language, - default: g.default, - label: m, - })), - (d[m] = g)); - } - s.on("error", mc[e](e, t)); - }, - SUBTITLES: function (e, t) { - var i, - n = t.tech, - r = t.vhs, - a = t.sourceType, - s = t.segmentLoaders[e], - o = t.requestOptions, - u = t.master.mediaGroups, - l = t.mediaTypes[e], - c = l.groups, - d = l.tracks, - h = t.masterPlaylistLoader; - for (i in u[e]) - for (var p in (c[i] || (c[i] = []), u[e][i])) - if (!u[e][i][p].forced) { - var f = u[e][i][p], - m = void 0; - if ("hls" === a) m = new _l(f.resolvedUri, r, o); - else if ("dash" === a) { - if ( - !f.playlists.filter(function (e) { - return e.excludeUntil !== 1 / 0; - }).length - ) - return; - m = new wl(f.playlists[0], r, o, h); - } else - "vhs-json" === a && - (m = new _l( - f.playlists ? f.playlists[0] : f.resolvedUri, - r, - o, - )); - (f = tr.mergeOptions({ id: p, playlistLoader: m }, f)), - gc[e](e, f.playlistLoader, t), - c[i].push(f), - "undefined" == typeof d[p] && - ((f = n.addRemoteTextTrack( - { - id: p, - kind: "subtitles", - default: f.default && f.autoselect, - language: f.language, - label: p, - }, - !1, - ).track), - (d[p] = f)); - } - s.on("error", mc[e](e, t)); - }, - "CLOSED-CAPTIONS": function (e, t) { - var i, - n = t.tech, - r = t.master.mediaGroups, - t = t.mediaTypes[e], - a = t.groups, - s = t.tracks; - for (i in r[e]) - for (var o in (a[i] || (a[i] = []), r[e][i])) { - var u, - l, - c = r[e][i][o]; - /^(?:CC|SERVICE)/.test(c.instreamId) && - (void 0 === - (l = (u = - (n.options_.vhs && n.options_.vhs.captionServices) || {})[ - (l = { - label: o, - language: c.language, - instreamId: c.instreamId, - default: c.default && c.autoselect, - }).instreamId - ] - ? tr.mergeOptions(l, u[l.instreamId]) - : l).default && delete l.default, - a[i].push(tr.mergeOptions({ id: o }, c)), - "undefined" == typeof s[o] && - ((l = n.addRemoteTextTrack( - { - id: l.instreamId, - kind: "captions", - default: l.default, - language: l.language, - label: l.label, - }, - !1, - ).track), - (s[o] = l))); - } - }, - }, - vc = { - AUDIO: function (i, n) { - return function () { - var e, - t = n.mediaTypes[i].tracks; - for (e in t) if (t[e].enabled) return t[e]; - return null; - }; - }, - SUBTITLES: function (i, n) { - return function () { - var e, - t = n.mediaTypes[i].tracks; - for (e in t) - if ("showing" === t[e].mode || "hidden" === t[e].mode) return t[e]; - return null; - }; - }, - }, - _c = [ - "mediaRequests", - "mediaRequestsAborted", - "mediaRequestsTimedout", - "mediaRequestsErrored", - "mediaTransferDuration", - "mediaBytesTransferred", - "mediaAppends", - ], - bc = (function (v) { - function e(e) { - var t = v.call(this) || this, - i = e.src, - n = e.handleManifestRedirects, - r = e.withCredentials, - a = e.tech, - s = e.bandwidth, - o = e.externVhs, - u = e.useCueTags, - l = e.blacklistDuration, - c = e.enableLowInitialPlaylist, - d = e.sourceType, - h = e.cacheEncryptionKeys, - p = e.experimentalBufferBasedABR, - f = e.experimentalLeastPixelDiffSelector, - m = e.captionServices; - if (!i) - throw new Error( - "A non-empty playlist URL or JSON manifest string is required", - ); - var g, - y = e.maxPlaylistRetries; - (null !== y && "undefined" != typeof y) || (y = 1 / 0), - (Ql = o), - (t.experimentalBufferBasedABR = Boolean(p)), - (t.experimentalLeastPixelDiffSelector = Boolean(f)), - (t.withCredentials = r), - (t.tech_ = a), - (t.vhs_ = a.vhs), - (t.sourceType_ = d), - (t.useCueTags_ = u), - (t.blacklistDuration = l), - (t.maxPlaylistRetries = y), - (t.enableLowInitialPlaylist = c), - t.useCueTags_ && - ((t.cueTagsTrack_ = t.tech_.addTextTrack("metadata", "ad-cues")), - (t.cueTagsTrack_.inBandMetadataTrackDispatchType = "")), - (t.requestOptions_ = { - withCredentials: r, - handleManifestRedirects: n, - maxPlaylistRetries: y, - timeout: null, - }), - t.on("error", t.pauseLoading), - (t.mediaTypes_ = - ((g = {}), - ["AUDIO", "SUBTITLES", "CLOSED-CAPTIONS"].forEach(function (e) { - g[e] = { - groups: {}, - tracks: {}, - activePlaylistLoader: null, - activeGroup: Rl, - activeTrack: Rl, - getActiveGroup: Rl, - onGroupChanged: Rl, - onTrackChanged: Rl, - lastTrack_: null, - logger_: Ro("MediaGroups[" + e + "]"), - }; - }), - g)), - (t.mediaSource = new window.MediaSource()), - (t.handleDurationChange_ = t.handleDurationChange_.bind(ft(t))), - (t.handleSourceOpen_ = t.handleSourceOpen_.bind(ft(t))), - (t.handleSourceEnded_ = t.handleSourceEnded_.bind(ft(t))), - t.mediaSource.addEventListener( - "durationchange", - t.handleDurationChange_, - ), - t.mediaSource.addEventListener("sourceopen", t.handleSourceOpen_), - t.mediaSource.addEventListener("sourceended", t.handleSourceEnded_), - (t.seekable_ = tr.createTimeRanges()), - (t.hasPlayed_ = !1), - (t.syncController_ = new hc(e)), - (t.segmentMetadataTrack_ = a.addRemoteTextTrack( - { kind: "metadata", label: "segment-metadata" }, - !1, - ).track), - (t.decrypter_ = new fc()), - (t.sourceUpdater_ = new uc(t.mediaSource)), - (t.inbandTextTracks_ = {}), - (t.timelineChangeController_ = new pc()); - h = { - vhs: t.vhs_, - parse708captions: e.parse708captions, - useDtsForTimestampOffset: e.useDtsForTimestampOffset, - captionServices: m, - mediaSource: t.mediaSource, - currentTime: t.tech_.currentTime.bind(t.tech_), - seekable: function () { - return t.seekable(); - }, - seeking: function () { - return t.tech_.seeking(); - }, - duration: function () { - return t.duration(); - }, - hasPlayed: function () { - return t.hasPlayed_; - }, - goalBufferLength: function () { - return t.goalBufferLength(); - }, - bandwidth: s, - syncController: t.syncController_, - decrypter: t.decrypter_, - sourceType: t.sourceType_, - inbandTextTracks: t.inbandTextTracks_, - cacheEncryptionKeys: h, - sourceUpdater: t.sourceUpdater_, - timelineChangeController: t.timelineChangeController_, - experimentalExactManifestTimings: e.experimentalExactManifestTimings, - }; - (t.masterPlaylistLoader_ = new ("dash" === t.sourceType_ ? wl : _l)( - i, - t.vhs_, - t.requestOptions_, - )), - t.setupMasterPlaylistLoaderListeners_(), - (t.mainSegmentLoader_ = new Ml( - tr.mergeOptions(h, { - segmentMetadataTrack: t.segmentMetadataTrack_, - loaderType: "main", - }), - e, - )), - (t.audioSegmentLoader_ = new Ml( - tr.mergeOptions(h, { loaderType: "audio" }), - e, - )), - (t.subtitleSegmentLoader_ = new cc( - tr.mergeOptions(h, { - loaderType: "vtt", - featuresNativeTextTracks: t.tech_.featuresNativeTextTracks, - }), - e, - )), - t.setupSegmentLoaderListeners_(), - t.experimentalBufferBasedABR && - (t.masterPlaylistLoader_.one("loadedplaylist", function () { - return t.startABRTimer_(); - }), - t.tech_.on("pause", function () { - return t.stopABRTimer_(); - }), - t.tech_.on("play", function () { - return t.startABRTimer_(); - })), - _c.forEach(function (e) { - t[e + "_"] = function (e) { - return this.audioSegmentLoader_[e] + this.mainSegmentLoader_[e]; - }.bind(ft(t), e); - }), - (t.logger_ = Ro("MPC")), - (t.triggeredFmp4Usage = !1), - "none" === t.tech_.preload() - ? ((t.loadOnPlay_ = function () { - (t.loadOnPlay_ = null), t.masterPlaylistLoader_.load(); - }), - t.tech_.one("play", t.loadOnPlay_)) - : t.masterPlaylistLoader_.load(), - (t.timeToLoadedData__ = -1), - (t.mainAppendsToLoadedData__ = -1), - (t.audioAppendsToLoadedData__ = -1); - e = "none" === t.tech_.preload() ? "play" : "loadstart"; - return ( - t.tech_.one(e, function () { - var e = Date.now(); - t.tech_.one("loadeddata", function () { - (t.timeToLoadedData__ = Date.now() - e), - (t.mainAppendsToLoadedData__ = - t.mainSegmentLoader_.mediaAppends), - (t.audioAppendsToLoadedData__ = - t.audioSegmentLoader_.mediaAppends); - }); - }), - t - ); - } - mt(e, v); - var t = e.prototype; - return ( - (t.mainAppendsToLoadedData_ = function () { - return this.mainAppendsToLoadedData__; - }), - (t.audioAppendsToLoadedData_ = function () { - return this.audioAppendsToLoadedData__; - }), - (t.appendsToLoadedData_ = function () { - var e = this.mainAppendsToLoadedData_(), - t = this.audioAppendsToLoadedData_(); - return -1 === e || -1 === t ? -1 : e + t; - }), - (t.timeToLoadedData_ = function () { - return this.timeToLoadedData__; - }), - (t.checkABR_ = function () { - var e = this.selectPlaylist(); - e && this.shouldSwitchToMedia_(e) && this.switchMedia_(e, "abr"); - }), - (t.switchMedia_ = function (e, t, i) { - var n = this.media(), - r = n && (n.id || n.uri), - n = e.id || e.uri; - r && - r !== n && - (this.logger_("switch media " + r + " -> " + n + " from " + t), - this.tech_.trigger({ - type: "usage", - name: "vhs-rendition-change-" + t, - })), - this.masterPlaylistLoader_.media(e, i); - }), - (t.startABRTimer_ = function () { - var e = this; - this.stopABRTimer_(), - (this.abrTimer_ = window.setInterval(function () { - return e.checkABR_(); - }, 250)); - }), - (t.stopABRTimer_ = function () { - (this.tech_.scrubbing && this.tech_.scrubbing()) || - (window.clearInterval(this.abrTimer_), (this.abrTimer_ = null)); - }), - (t.getAudioTrackPlaylists_ = function () { - var e = this.master(), - t = (e && e.playlists) || []; - if (!e || !e.mediaGroups || !e.mediaGroups.AUDIO) return t; - var i, - n = e.mediaGroups.AUDIO, - r = Object.keys(n); - if (Object.keys(this.mediaTypes_.AUDIO.groups).length) - i = this.mediaTypes_.AUDIO.activeTrack(); - else { - var a, - s = n.main || (r.length && n[r[0]]); - for (a in s) - if (s[a].default) { - i = { label: a }; - break; - } - } - if (!i) return t; - var o, - u = []; - for (o in n) - if (n[o][i.label]) { - var l = n[o][i.label]; - if (l.playlists && l.playlists.length) - u.push.apply(u, l.playlists); - else if (l.uri) u.push(l); - else if (e.playlists.length) - for (var c = 0; c < e.playlists.length; c++) { - var d = e.playlists[c]; - d.attributes && - d.attributes.AUDIO && - d.attributes.AUDIO === o && - u.push(d); - } - } - return u.length ? u : t; - }), - (t.setupMasterPlaylistLoaderListeners_ = function () { - var i = this; - this.masterPlaylistLoader_.on("loadedmetadata", function () { - var e = i.masterPlaylistLoader_.media(), - t = 1.5 * e.targetDuration * 1e3; - iu(i.masterPlaylistLoader_.master, i.masterPlaylistLoader_.media()) - ? (i.requestOptions_.timeout = 0) - : (i.requestOptions_.timeout = t), - e.endList && - "none" !== i.tech_.preload() && - (i.mainSegmentLoader_.playlist(e, i.requestOptions_), - i.mainSegmentLoader_.load()), - Xl({ - sourceType: i.sourceType_, - segmentLoaders: { - AUDIO: i.audioSegmentLoader_, - SUBTITLES: i.subtitleSegmentLoader_, - main: i.mainSegmentLoader_, - }, - tech: i.tech_, - requestOptions: i.requestOptions_, - masterPlaylistLoader: i.masterPlaylistLoader_, - vhs: i.vhs_, - master: i.master(), - mediaTypes: i.mediaTypes_, - blacklistCurrentPlaylist: i.blacklistCurrentPlaylist.bind(i), - }), - i.triggerPresenceUsage_(i.master(), e), - i.setupFirstPlay(), - !i.mediaTypes_.AUDIO.activePlaylistLoader || - i.mediaTypes_.AUDIO.activePlaylistLoader.media() - ? i.trigger("selectedinitialmedia") - : i.mediaTypes_.AUDIO.activePlaylistLoader.one( - "loadedmetadata", - function () { - i.trigger("selectedinitialmedia"); - }, - ); - }), - this.masterPlaylistLoader_.on("loadedplaylist", function () { - i.loadOnPlay_ && i.tech_.off("play", i.loadOnPlay_); - var e, - t = i.masterPlaylistLoader_.media(); - if (!t) { - if ( - (i.excludeUnsupportedVariants_(), - !(e = - (e = i.enableLowInitialPlaylist - ? i.selectInitialPlaylist() - : e) || i.selectPlaylist()) || !i.shouldSwitchToMedia_(e)) - ) - return; - if ( - ((i.initialMedia_ = e), - i.switchMedia_(i.initialMedia_, "initial"), - !("vhs-json" === i.sourceType_ && i.initialMedia_.segments)) - ) - return; - t = i.initialMedia_; - } - i.handleUpdatedMediaPlaylist(t); - }), - this.masterPlaylistLoader_.on("error", function () { - i.blacklistCurrentPlaylist(i.masterPlaylistLoader_.error); - }), - this.masterPlaylistLoader_.on("mediachanging", function () { - i.mainSegmentLoader_.abort(), i.mainSegmentLoader_.pause(); - }), - this.masterPlaylistLoader_.on("mediachange", function () { - var e = i.masterPlaylistLoader_.media(), - t = 1.5 * e.targetDuration * 1e3; - iu( - i.masterPlaylistLoader_.master, - i.masterPlaylistLoader_.media(), - ) - ? (i.requestOptions_.timeout = 0) - : (i.requestOptions_.timeout = t), - i.mainSegmentLoader_.playlist(e, i.requestOptions_), - i.mainSegmentLoader_.load(), - i.tech_.trigger({ type: "mediachange", bubbles: !0 }); - }), - this.masterPlaylistLoader_.on("playlistunchanged", function () { - var e = i.masterPlaylistLoader_.media(); - "playlist-unchanged" !== e.lastExcludeReason_ && - i.stuckAtPlaylistEnd_(e) && - (i.blacklistCurrentPlaylist({ - message: "Playlist no longer updating.", - reason: "playlist-unchanged", - }), - i.tech_.trigger("playliststuck")); - }), - this.masterPlaylistLoader_.on("renditiondisabled", function () { - i.tech_.trigger({ - type: "usage", - name: "vhs-rendition-disabled", - }), - i.tech_.trigger({ - type: "usage", - name: "hls-rendition-disabled", - }); - }), - this.masterPlaylistLoader_.on("renditionenabled", function () { - i.tech_.trigger({ type: "usage", name: "vhs-rendition-enabled" }), - i.tech_.trigger({ - type: "usage", - name: "hls-rendition-enabled", - }); - }); - }), - (t.handleUpdatedMediaPlaylist = function (e) { - this.useCueTags_ && this.updateAdCues_(e), - this.mainSegmentLoader_.playlist(e, this.requestOptions_), - this.updateDuration(!e.endList), - this.tech_.paused() || - (this.mainSegmentLoader_.load(), - this.audioSegmentLoader_ && this.audioSegmentLoader_.load()); - }), - (t.triggerPresenceUsage_ = function (e, t) { - var i, - n = e.mediaGroups || {}, - r = !0, - e = Object.keys(n.AUDIO); - for (i in n.AUDIO) - for (var a in n.AUDIO[i]) n.AUDIO[i][a].uri || (r = !1); - r && - (this.tech_.trigger({ type: "usage", name: "vhs-demuxed" }), - this.tech_.trigger({ type: "usage", name: "hls-demuxed" })), - Object.keys(n.SUBTITLES).length && - (this.tech_.trigger({ type: "usage", name: "vhs-webvtt" }), - this.tech_.trigger({ type: "usage", name: "hls-webvtt" })), - Ql.Playlist.isAes(t) && - (this.tech_.trigger({ type: "usage", name: "vhs-aes" }), - this.tech_.trigger({ type: "usage", name: "hls-aes" })), - e.length && - 1 < Object.keys(n.AUDIO[e[0]]).length && - (this.tech_.trigger({ - type: "usage", - name: "vhs-alternate-audio", - }), - this.tech_.trigger({ - type: "usage", - name: "hls-alternate-audio", - })), - this.useCueTags_ && - (this.tech_.trigger({ - type: "usage", - name: "vhs-playlist-cue-tags", - }), - this.tech_.trigger({ - type: "usage", - name: "hls-playlist-cue-tags", - })); - }), - (t.shouldSwitchToMedia_ = function (e) { - var t = - this.masterPlaylistLoader_.media() || - this.masterPlaylistLoader_.pendingMedia_, - i = this.tech_.currentTime(), - n = this.bufferLowWaterLine(), - r = this.bufferHighWaterLine(); - return (function (e) { - var t = e.currentPlaylist, - i = e.buffered, - n = e.currentTime, - r = e.nextPlaylist, - a = e.bufferLowWaterLine, - s = e.bufferHighWaterLine, - o = e.duration, - u = e.experimentalBufferBasedABR, - l = e.log; - if (!r) - return ( - tr.log.warn( - "We received no playlist to switch to. Please check your stream.", - ), - !1 - ); - var c = - "allowing switch " + ((t && t.id) || "null") + " -> " + r.id; - if (!t) return l(c + " as current playlist is not set"), !0; - if (r.id === t.id) return !1; - e = Boolean(Uo(i, n).length); - if (!t.endList) - return e || "number" != typeof t.partTargetDuration - ? (l(c + " as current playlist is live"), !0) - : (l( - "not " + - c + - " as current playlist is live llhls, but currentTime isn't in buffered.", - ), - !1); - (i = qo(i, n)), - (n = u - ? El.EXPERIMENTAL_MAX_BUFFER_LOW_WATER_LINE - : El.MAX_BUFFER_LOW_WATER_LINE); - if (o < n) - return ( - l( - c + - " as duration < max low water line (" + - o + - " < " + - n + - ")", - ), - !0 - ); - (n = r.attributes.BANDWIDTH), (r = t.attributes.BANDWIDTH); - if (n < r && (!u || i < s)) { - t = - c + - " as next bandwidth < current bandwidth (" + - n + - " < " + - r + - ")"; - return ( - u && - (t += - " and forwardBuffer < bufferHighWaterLine (" + - i + - " < " + - s + - ")"), - l(t), - !0 - ); - } - if ((!u || r < n) && a <= i) { - a = - c + - " as forwardBuffer >= bufferLowWaterLine (" + - i + - " >= " + - a + - ")"; - return ( - u && - (a += - " and next bandwidth > current bandwidth (" + - n + - " > " + - r + - ")"), - l(a), - !0 - ); - } - return l("not " + c + " as no switching criteria met"), !1; - })({ - buffered: this.tech_.buffered(), - currentTime: i, - currentPlaylist: t, - nextPlaylist: e, - bufferLowWaterLine: n, - bufferHighWaterLine: r, - duration: this.duration(), - experimentalBufferBasedABR: this.experimentalBufferBasedABR, - log: this.logger_, - }); - }), - (t.setupSegmentLoaderListeners_ = function () { - var t = this; - this.experimentalBufferBasedABR || - (this.mainSegmentLoader_.on("bandwidthupdate", function () { - var e = t.selectPlaylist(); - t.shouldSwitchToMedia_(e) && t.switchMedia_(e, "bandwidthupdate"), - t.tech_.trigger("bandwidthupdate"); - }), - this.mainSegmentLoader_.on("progress", function () { - t.trigger("progress"); - })), - this.mainSegmentLoader_.on("error", function () { - t.blacklistCurrentPlaylist(t.mainSegmentLoader_.error()); - }), - this.mainSegmentLoader_.on("appenderror", function () { - (t.error = t.mainSegmentLoader_.error_), t.trigger("error"); - }), - this.mainSegmentLoader_.on("syncinfoupdate", function () { - t.onSyncInfoUpdate_(); - }), - this.mainSegmentLoader_.on("timestampoffset", function () { - t.tech_.trigger({ type: "usage", name: "vhs-timestamp-offset" }), - t.tech_.trigger({ - type: "usage", - name: "hls-timestamp-offset", - }); - }), - this.audioSegmentLoader_.on("syncinfoupdate", function () { - t.onSyncInfoUpdate_(); - }), - this.audioSegmentLoader_.on("appenderror", function () { - (t.error = t.audioSegmentLoader_.error_), t.trigger("error"); - }), - this.mainSegmentLoader_.on("ended", function () { - t.logger_("main segment loader ended"), t.onEndOfStream(); - }), - this.mainSegmentLoader_.on("earlyabort", function (e) { - t.experimentalBufferBasedABR || - (t.delegateLoaders_("all", ["abort"]), - t.blacklistCurrentPlaylist( - { - message: - "Aborted early because there isn't enough bandwidth to complete the request without rebuffering.", - }, - 120, - )); - }); - function e() { - if (!t.sourceUpdater_.hasCreatedSourceBuffers()) - return t.tryToCreateSourceBuffers_(); - var e = t.getCodecsOrExclude_(); - e && t.sourceUpdater_.addOrChangeSourceBuffers(e); - } - this.mainSegmentLoader_.on("trackinfo", e), - this.audioSegmentLoader_.on("trackinfo", e), - this.mainSegmentLoader_.on("fmp4", function () { - t.triggeredFmp4Usage || - (t.tech_.trigger({ type: "usage", name: "vhs-fmp4" }), - t.tech_.trigger({ type: "usage", name: "hls-fmp4" }), - (t.triggeredFmp4Usage = !0)); - }), - this.audioSegmentLoader_.on("fmp4", function () { - t.triggeredFmp4Usage || - (t.tech_.trigger({ type: "usage", name: "vhs-fmp4" }), - t.tech_.trigger({ type: "usage", name: "hls-fmp4" }), - (t.triggeredFmp4Usage = !0)); - }), - this.audioSegmentLoader_.on("ended", function () { - t.logger_("audioSegmentLoader ended"), t.onEndOfStream(); - }); - }), - (t.mediaSecondsLoaded_ = function () { - return Math.max( - this.audioSegmentLoader_.mediaSecondsLoaded + - this.mainSegmentLoader_.mediaSecondsLoaded, - ); - }), - (t.load = function () { - this.mainSegmentLoader_.load(), - this.mediaTypes_.AUDIO.activePlaylistLoader && - this.audioSegmentLoader_.load(), - this.mediaTypes_.SUBTITLES.activePlaylistLoader && - this.subtitleSegmentLoader_.load(); - }), - (t.smoothQualityChange_ = function (e) { - void 0 === e && (e = this.selectPlaylist()), - this.fastQualityChange_(e); - }), - (t.fastQualityChange_ = function (e) { - var t = this; - (e = void 0 === e ? this.selectPlaylist() : e) !== - this.masterPlaylistLoader_.media() - ? (this.switchMedia_(e, "fast-quality"), - this.mainSegmentLoader_.resetEverything(function () { - tr.browser.IE_VERSION || tr.browser.IS_EDGE - ? t.tech_.setCurrentTime(t.tech_.currentTime() + 0.04) - : t.tech_.setCurrentTime(t.tech_.currentTime()); - })) - : this.logger_( - "skipping fastQualityChange because new media is same as old", - ); - }), - (t.play = function () { - if (!this.setupFirstPlay()) { - this.tech_.ended() && this.tech_.setCurrentTime(0), - this.hasPlayed_ && this.load(); - var e = this.tech_.seekable(); - return this.tech_.duration() === 1 / 0 && - this.tech_.currentTime() < e.start(0) - ? this.tech_.setCurrentTime(e.end(e.length - 1)) - : void 0; - } - }), - (t.setupFirstPlay = function () { - var e = this, - t = this.masterPlaylistLoader_.media(); - if (!t || this.tech_.paused() || this.hasPlayed_) return !1; - if (!t.endList) { - var i = this.seekable(); - if (!i.length) return !1; - if (tr.browser.IE_VERSION && 0 === this.tech_.readyState()) - return ( - this.tech_.one("loadedmetadata", function () { - e.trigger("firstplay"), - e.tech_.setCurrentTime(i.end(0)), - (e.hasPlayed_ = !0); - }), - !1 - ); - this.trigger("firstplay"), this.tech_.setCurrentTime(i.end(0)); - } - return (this.hasPlayed_ = !0), this.load(), !0; - }), - (t.handleSourceOpen_ = function () { - var e; - this.tryToCreateSourceBuffers_(), - !this.tech_.autoplay() || - ("undefined" != typeof (e = this.tech_.play()) && - "function" == typeof e.then && - e.then(null, function (e) {})), - this.trigger("sourceopen"); - }), - (t.handleSourceEnded_ = function () { - var e, t; - !this.inbandTextTracks_.metadataTrack_ || - ((e = this.inbandTextTracks_.metadataTrack_.cues) && - e.length && - ((t = this.duration()), - (e[e.length - 1].endTime = - isNaN(t) || Math.abs(t) === 1 / 0 ? Number.MAX_VALUE : t))); - }), - (t.handleDurationChange_ = function () { - this.tech_.trigger("durationchange"); - }), - (t.onEndOfStream = function () { - var e, - t = this.mainSegmentLoader_.ended_; - (t = this.mediaTypes_.AUDIO.activePlaylistLoader - ? (((e = this.mainSegmentLoader_.getCurrentMediaInfo_()) && - !e.hasVideo) || - t) && - this.audioSegmentLoader_.ended_ - : t) && (this.stopABRTimer_(), this.sourceUpdater_.endOfStream()); - }), - (t.stuckAtPlaylistEnd_ = function (e) { - if (!this.seekable().length) return !1; - var t = this.syncController_.getExpiredTime(e, this.duration()); - if (null === t) return !1; - var i = Ql.Playlist.playlistEnd(e, t), - e = this.tech_.currentTime(), - t = this.tech_.buffered(); - if (!t.length) return i - e <= 0.1; - t = t.end(t.length - 1); - return t - e <= 0.1 && i - t <= 0.1; - }), - (t.blacklistCurrentPlaylist = function (e, t) { - var i = - (e = void 0 === e ? {} : e).playlist || - this.masterPlaylistLoader_.media(); - if (((t = t || e.blacklistDuration || this.blacklistDuration), !i)) - return ( - (this.error = e), - void ("open" !== this.mediaSource.readyState - ? this.trigger("error") - : this.sourceUpdater_.endOfStream("network")) - ); - i.playlistErrors_++; - var n, - r = this.masterPlaylistLoader_.master.playlists, - a = r.filter(eu), - s = 1 === a.length && a[0] === i; - if (1 === r.length && t !== 1 / 0) - return ( - tr.log.warn( - "Problem encountered with playlist " + - i.id + - ". Trying again since it is the only playlist.", - ), - this.tech_.trigger("retryplaylist"), - this.masterPlaylistLoader_.load(s) - ); - s && - ((n = !1), - r.forEach(function (e) { - var t; - e === i || - ("undefined" != typeof (t = e.excludeUntil) && - t !== 1 / 0 && - ((n = !0), delete e.excludeUntil)); - }), - n && - (tr.log.warn( - "Removing other playlists from the exclusion list because the last rendition is about to be excluded.", - ), - this.tech_.trigger("retryplaylist"))), - (a = - i.playlistErrors_ > this.maxPlaylistRetries - ? 1 / 0 - : Date.now() + 1e3 * t), - (i.excludeUntil = a), - e.reason && (i.lastExcludeReason_ = e.reason), - this.tech_.trigger("blacklistplaylist"), - this.tech_.trigger({ - type: "usage", - name: "vhs-rendition-blacklisted", - }), - this.tech_.trigger({ - type: "usage", - name: "hls-rendition-blacklisted", - }); - r = this.selectPlaylist(); - if (!r) - return ( - (this.error = - "Playback cannot continue. No available working or supported playlists."), - void this.trigger("error") - ); - (t = e.internal ? this.logger_ : tr.log.warn), - (a = e.message ? " " + e.message : ""); - t( - (e.internal ? "Internal problem" : "Problem") + - " encountered with playlist " + - i.id + - "." + - a + - " Switching to playlist " + - r.id + - ".", - ), - r.attributes.AUDIO !== i.attributes.AUDIO && - this.delegateLoaders_("audio", ["abort", "pause"]), - r.attributes.SUBTITLES !== i.attributes.SUBTITLES && - this.delegateLoaders_("subtitle", ["abort", "pause"]), - this.delegateLoaders_("main", ["abort", "pause"]); - (a = (r.targetDuration / 2) * 1e3 || 5e3), - (a = - "number" == typeof r.lastRequest && - Date.now() - r.lastRequest <= a); - return this.switchMedia_(r, "exclude", s || a); - }), - (t.pauseLoading = function () { - this.delegateLoaders_("all", ["abort", "pause"]), - this.stopABRTimer_(); - }), - (t.delegateLoaders_ = function (i, e) { - var n = this, - r = [], - t = "all" === i; - (!t && "main" !== i) || r.push(this.masterPlaylistLoader_); - var a = []; - (!t && "audio" !== i) || a.push("AUDIO"), - (!t && "subtitle" !== i) || - (a.push("CLOSED-CAPTIONS"), a.push("SUBTITLES")), - a.forEach(function (e) { - e = n.mediaTypes_[e] && n.mediaTypes_[e].activePlaylistLoader; - e && r.push(e); - }), - ["main", "audio", "subtitle"].forEach(function (e) { - var t = n[e + "SegmentLoader_"]; - !t || (i !== e && "all" !== i) || r.push(t); - }), - r.forEach(function (t) { - return e.forEach(function (e) { - "function" == typeof t[e] && t[e](); - }); - }); - }), - (t.setCurrentTime = function (e) { - var t = Uo(this.tech_.buffered(), e); - return this.masterPlaylistLoader_ && - this.masterPlaylistLoader_.media() && - this.masterPlaylistLoader_.media().segments - ? t && t.length - ? e - : (this.mainSegmentLoader_.resetEverything(), - this.mainSegmentLoader_.abort(), - this.mediaTypes_.AUDIO.activePlaylistLoader && - (this.audioSegmentLoader_.resetEverything(), - this.audioSegmentLoader_.abort()), - this.mediaTypes_.SUBTITLES.activePlaylistLoader && - (this.subtitleSegmentLoader_.resetEverything(), - this.subtitleSegmentLoader_.abort()), - void this.load()) - : 0; - }), - (t.duration = function () { - if (!this.masterPlaylistLoader_) return 0; - var e = this.masterPlaylistLoader_.media(); - return e - ? e.endList - ? this.mediaSource - ? this.mediaSource.duration - : Ql.Playlist.duration(e) - : 1 / 0 - : 0; - }), - (t.seekable = function () { - return this.seekable_; - }), - (t.onSyncInfoUpdate_ = function () { - var e; - if (this.masterPlaylistLoader_) { - var t = this.masterPlaylistLoader_.media(); - if (t) { - var i = this.syncController_.getExpiredTime(t, this.duration()); - if (null !== i) { - var n, - r, - a = this.masterPlaylistLoader_.master, - s = Ql.Playlist.seekable( - t, - i, - Ql.Playlist.liveEdgeDelay(a, t), - ); - if (0 !== s.length) { - if (this.mediaTypes_.AUDIO.activePlaylistLoader) { - if ( - ((t = - this.mediaTypes_.AUDIO.activePlaylistLoader.media()), - null === - (i = this.syncController_.getExpiredTime( - t, - this.duration(), - ))) - ) - return; - if ( - 0 === - (e = Ql.Playlist.seekable( - t, - i, - Ql.Playlist.liveEdgeDelay(a, t), - )).length - ) - return; - } - this.seekable_ && - this.seekable_.length && - ((n = this.seekable_.end(0)), - (r = this.seekable_.start(0))), - !e || e.start(0) > s.end(0) || s.start(0) > e.end(0) - ? (this.seekable_ = s) - : (this.seekable_ = tr.createTimeRanges([ - [ - (e.start(0) > s.start(0) ? e : s).start(0), - (e.end(0) < s.end(0) ? e : s).end(0), - ], - ])), - (this.seekable_ && - this.seekable_.length && - this.seekable_.end(0) === n && - this.seekable_.start(0) === r) || - (this.logger_( - "seekable updated [" + Fo(this.seekable_) + "]", - ), - this.tech_.trigger("seekablechanged")); - } - } - } - } - }), - (t.updateDuration = function (e) { - if ( - (this.updateDuration_ && - (this.mediaSource.removeEventListener( - "sourceopen", - this.updateDuration_, - ), - (this.updateDuration_ = null)), - "open" !== this.mediaSource.readyState) - ) - return ( - (this.updateDuration_ = this.updateDuration.bind(this, e)), - void this.mediaSource.addEventListener( - "sourceopen", - this.updateDuration_, - ) - ); - if (e) { - var t = this.seekable(); - return t.length - ? void ( - (isNaN(this.mediaSource.duration) || - this.mediaSource.duration < t.end(t.length - 1)) && - this.sourceUpdater_.setDuration(t.end(t.length - 1)) - ) - : void 0; - } - (e = this.tech_.buffered()), - (t = Ql.Playlist.duration(this.masterPlaylistLoader_.media())); - 0 < e.length && (t = Math.max(t, e.end(e.length - 1))), - this.mediaSource.duration !== t && - this.sourceUpdater_.setDuration(t); - }), - (t.dispose = function () { - var n = this; - this.trigger("dispose"), - this.decrypter_.terminate(), - this.masterPlaylistLoader_.dispose(), - this.mainSegmentLoader_.dispose(), - this.loadOnPlay_ && this.tech_.off("play", this.loadOnPlay_), - ["AUDIO", "SUBTITLES"].forEach(function (e) { - var t, - i = n.mediaTypes_[e].groups; - for (t in i) - i[t].forEach(function (e) { - e.playlistLoader && e.playlistLoader.dispose(); - }); - }), - this.audioSegmentLoader_.dispose(), - this.subtitleSegmentLoader_.dispose(), - this.sourceUpdater_.dispose(), - this.timelineChangeController_.dispose(), - this.stopABRTimer_(), - this.updateDuration_ && - this.mediaSource.removeEventListener( - "sourceopen", - this.updateDuration_, - ), - this.mediaSource.removeEventListener( - "durationchange", - this.handleDurationChange_, - ), - this.mediaSource.removeEventListener( - "sourceopen", - this.handleSourceOpen_, - ), - this.mediaSource.removeEventListener( - "sourceended", - this.handleSourceEnded_, - ), - this.off(); - }), - (t.master = function () { - return this.masterPlaylistLoader_.master; - }), - (t.media = function () { - return this.masterPlaylistLoader_.media() || this.initialMedia_; - }), - (t.areMediaTypesKnown_ = function () { - var e = !!this.mediaTypes_.AUDIO.activePlaylistLoader, - t = !!this.mainSegmentLoader_.getCurrentMediaInfo_(), - e = !e || !!this.audioSegmentLoader_.getCurrentMediaInfo_(); - return t && e; - }), - (t.getCodecsOrExclude_ = function () { - var n = this, - r = { - main: this.mainSegmentLoader_.getCurrentMediaInfo_() || {}, - audio: this.audioSegmentLoader_.getCurrentMediaInfo_() || {}, - }; - r.video = r.main; - var e = $u(this.master(), this.media()), - a = {}, - t = !!this.mediaTypes_.AUDIO.activePlaylistLoader; - if ( - (r.main.hasVideo && - (a.video = e.video || r.main.videoCodec || "avc1.4d400d"), - r.main.isMuxed && - (a.video += "," + (e.audio || r.main.audioCodec || Lr)), - ((r.main.hasAudio && !r.main.isMuxed) || r.audio.hasAudio || t) && - ((a.audio = - e.audio || r.main.audioCodec || r.audio.audioCodec || Lr), - (r.audio.isFmp4 = ( - r.main.hasAudio && !r.main.isMuxed ? r.main : r.audio - ).isFmp4)), - a.audio || a.video) - ) { - var s, - i, - o = {}; - if ( - (["video", "audio"].forEach(function (e) { - var t, i; - a.hasOwnProperty(e) && - ((t = r[e].isFmp4), (i = a[e]), !(t ? gr : yr)(i)) && - ((i = r[e].isFmp4 ? "browser" : "muxer"), - (o[i] = o[i] || []), - o[i].push(a[e]), - "audio" === e && (s = i)); - }), - t && - s && - this.media().attributes.AUDIO && - ((i = this.media().attributes.AUDIO), - this.master().playlists.forEach(function (e) { - (e.attributes && e.attributes.AUDIO) === i && - e !== n.media() && - (e.excludeUntil = 1 / 0); - }), - this.logger_( - "excluding audio group " + - i + - " as " + - s + - ' does not support codec(s): "' + - a.audio + - '"', - )), - !Object.keys(o).length) - ) { - if ( - this.sourceUpdater_.hasCreatedSourceBuffers() && - !this.sourceUpdater_.canChangeType() - ) { - var u = []; - if ( - (["video", "audio"].forEach(function (e) { - var t = (pr(n.sourceUpdater_.codecs[e] || "")[0] || {}) - .type, - i = (pr(a[e] || "")[0] || {}).type; - t && - i && - t.toLowerCase() !== i.toLowerCase() && - u.push( - '"' + - n.sourceUpdater_.codecs[e] + - '" -> "' + - a[e] + - '"', - ); - }), - u.length) - ) - return void this.blacklistCurrentPlaylist({ - playlist: this.media(), - message: - "Codec switching not supported: " + u.join(", ") + ".", - blacklistDuration: 1 / 0, - internal: !0, - }); - } - return a; - } - t = - Object.keys(o).reduce(function (e, t) { - return ( - e && (e += ", "), - (e += - t + ' does not support codec(s): "' + o[t].join(",") + '"') - ); - }, "") + "."; - this.blacklistCurrentPlaylist({ - playlist: this.media(), - internal: !0, - message: t, - blacklistDuration: 1 / 0, - }); - } else - this.blacklistCurrentPlaylist({ - playlist: this.media(), - message: "Could not determine codecs for playlist.", - blacklistDuration: 1 / 0, - }); - }), - (t.tryToCreateSourceBuffers_ = function () { - var e; - "open" !== this.mediaSource.readyState || - this.sourceUpdater_.hasCreatedSourceBuffers() || - !this.areMediaTypesKnown_() || - ((e = this.getCodecsOrExclude_()) && - (this.sourceUpdater_.createSourceBuffers(e), - (e = [e.video, e.audio].filter(Boolean).join(",")), - this.excludeIncompatibleVariants_(e))); - }), - (t.excludeUnsupportedVariants_ = function () { - var n = this, - r = this.master().playlists, - a = []; - Object.keys(r).forEach(function (e) { - var t, - i = r[e]; - -1 === a.indexOf(i.id) && - (a.push(i.id), - (t = []), - !(e = $u(n.master, i)).audio || - yr(e.audio) || - gr(e.audio) || - t.push("audio codec " + e.audio), - !e.video || - yr(e.video) || - gr(e.video) || - t.push("video codec " + e.video), - e.text && - "stpp.ttml.im1t" === e.text && - t.push("text codec " + e.text), - t.length && - ((i.excludeUntil = 1 / 0), - n.logger_( - "excluding " + i.id + " for unsupported: " + t.join(", "), - ))); - }); - }), - (t.excludeIncompatibleVariants_ = function (e) { - var r = this, - a = [], - s = this.master().playlists, - e = Yu(pr(e)), - o = Qu(e), - u = (e.video && pr(e.video)[0]) || null, - l = (e.audio && pr(e.audio)[0]) || null; - Object.keys(s).forEach(function (e) { - var t, - i, - n = s[e]; - -1 === a.indexOf(n.id) && - n.excludeUntil !== 1 / 0 && - (a.push(n.id), - (t = []), - (i = $u(r.masterPlaylistLoader_.master, n)), - (e = Qu(i)), - (i.audio || i.video) && - (e !== o && t.push('codec count "' + e + '" !== "' + o + '"'), - r.sourceUpdater_.canChangeType() || - ((e = (i.video && pr(i.video)[0]) || null), - (i = (i.audio && pr(i.audio)[0]) || null), - e && - u && - e.type.toLowerCase() !== u.type.toLowerCase() && - t.push('video codec "' + e.type + '" !== "' + u.type + '"'), - i && - l && - i.type.toLowerCase() !== l.type.toLowerCase() && - t.push( - 'audio codec "' + i.type + '" !== "' + l.type + '"', - )), - t.length && - ((n.excludeUntil = 1 / 0), - r.logger_("blacklisting " + n.id + ": " + t.join(" && "))))); - }); - }), - (t.updateAdCues_ = function (e) { - var t = 0, - i = this.seekable(); - i.length && (t = i.start(0)), - (function (e, t, i) { - if ((void 0 === i && (i = 0), e.segments)) - for (var n = i, r = 0; r < e.segments.length; r++) { - var a, - s, - o, - u = e.segments[r]; - if ( - (o = - o || - (function (e, t) { - for (var i = e.cues, n = 0; n < i.length; n++) { - var r = i[n]; - if (t >= r.adStartTime && t <= r.adEndTime) return r; - } - return null; - })(t, n + u.duration / 2)) - ) { - if ("cueIn" in u) { - (o.endTime = n), - (o.adEndTime = n), - (n += u.duration), - (o = null); - continue; - } - if (n < o.endTime) { - n += u.duration; - continue; - } - o.endTime += u.duration; - } else - "cueOut" in u && - (((o = new window.VTTCue( - n, - n + u.duration, - u.cueOut, - )).adStartTime = n), - (o.adEndTime = n + parseFloat(u.cueOut)), - t.addCue(o)), - "cueOutCont" in u && - ((a = (s = u.cueOutCont.split("/").map(parseFloat))[0]), - (s = s[1]), - ((o = new window.VTTCue( - n, - n + u.duration, - "", - )).adStartTime = n - a), - (o.adEndTime = o.adStartTime + s), - t.addCue(o)); - n += u.duration; - } - })(e, this.cueTagsTrack_, t); - }), - (t.goalBufferLength = function () { - var e = this.tech_.currentTime(), - t = El.GOAL_BUFFER_LENGTH, - i = El.GOAL_BUFFER_LENGTH_RATE, - n = Math.max(t, El.MAX_GOAL_BUFFER_LENGTH); - return Math.min(t + e * i, n); - }), - (t.bufferLowWaterLine = function () { - var e = this.tech_.currentTime(), - t = El.BUFFER_LOW_WATER_LINE, - i = El.BUFFER_LOW_WATER_LINE_RATE, - n = Math.max(t, El.MAX_BUFFER_LOW_WATER_LINE), - r = Math.max(t, El.EXPERIMENTAL_MAX_BUFFER_LOW_WATER_LINE); - return Math.min(t + e * i, this.experimentalBufferBasedABR ? r : n); - }), - (t.bufferHighWaterLine = function () { - return El.BUFFER_HIGH_WATER_LINE; - }), - e - ); - })(tr.EventTarget), - Tc = ["seeking", "seeked", "pause", "playing", "error"], - Sc = (function () { - function e(e) { - var i = this; - (this.masterPlaylistController_ = e.masterPlaylistController), - (this.tech_ = e.tech), - (this.seekable = e.seekable), - (this.allowSeeksWithinUnsafeLiveWindow = - e.allowSeeksWithinUnsafeLiveWindow), - (this.liveRangeSafeTimeDelta = e.liveRangeSafeTimeDelta), - (this.media = e.media), - (this.consecutiveUpdates = 0), - (this.lastRecordedTime = null), - (this.timer_ = null), - (this.checkCurrentTimeTimeout_ = null), - (this.logger_ = Ro("PlaybackWatcher")), - this.logger_("initialize"); - function t() { - return i.monitorCurrentTime_(); - } - function n() { - return i.monitorCurrentTime_(); - } - function r() { - return i.techWaiting_(); - } - function a() { - return i.cancelTimer_(); - } - var s = this.masterPlaylistController_, - o = ["main", "subtitle", "audio"], - u = {}; - o.forEach(function (e) { - (u[e] = { - reset: function () { - return i.resetSegmentDownloads_(e); - }, - updateend: function () { - return i.checkSegmentDownloads_(e); - }, - }), - s[e + "SegmentLoader_"].on("appendsdone", u[e].updateend), - s[e + "SegmentLoader_"].on("playlistupdate", u[e].reset), - i.tech_.on(["seeked", "seeking"], u[e].reset); - }); - function l(t) { - ["main", "audio"].forEach(function (e) { - s[e + "SegmentLoader_"][t]("appended", i.seekingAppendCheck_); - }); - } - (this.seekingAppendCheck_ = function () { - i.fixesBadSeeks_() && - ((i.consecutiveUpdates = 0), - (i.lastRecordedTime = i.tech_.currentTime()), - l("off")); - }), - (this.clearSeekingAppendCheck_ = function () { - return l("off"); - }), - (this.watchForBadSeeking_ = function () { - i.clearSeekingAppendCheck_(), l("on"); - }), - this.tech_.on("seeked", this.clearSeekingAppendCheck_), - this.tech_.on("seeking", this.watchForBadSeeking_), - this.tech_.on("waiting", r), - this.tech_.on(Tc, a), - this.tech_.on("canplay", n), - this.tech_.one("play", t), - (this.dispose = function () { - i.clearSeekingAppendCheck_(), - i.logger_("dispose"), - i.tech_.off("waiting", r), - i.tech_.off(Tc, a), - i.tech_.off("canplay", n), - i.tech_.off("play", t), - i.tech_.off("seeking", i.watchForBadSeeking_), - i.tech_.off("seeked", i.clearSeekingAppendCheck_), - o.forEach(function (e) { - s[e + "SegmentLoader_"].off("appendsdone", u[e].updateend), - s[e + "SegmentLoader_"].off("playlistupdate", u[e].reset), - i.tech_.off(["seeked", "seeking"], u[e].reset); - }), - i.checkCurrentTimeTimeout_ && - window.clearTimeout(i.checkCurrentTimeTimeout_), - i.cancelTimer_(); - }); - } - var t = e.prototype; - return ( - (t.monitorCurrentTime_ = function () { - this.checkCurrentTime_(), - this.checkCurrentTimeTimeout_ && - window.clearTimeout(this.checkCurrentTimeTimeout_), - (this.checkCurrentTimeTimeout_ = window.setTimeout( - this.monitorCurrentTime_.bind(this), - 250, - )); - }), - (t.resetSegmentDownloads_ = function (e) { - var t = this.masterPlaylistController_[e + "SegmentLoader_"]; - 0 < this[e + "StalledDownloads_"] && - this.logger_( - "resetting possible stalled download count for " + e + " loader", - ), - (this[e + "StalledDownloads_"] = 0), - (this[e + "Buffered_"] = t.buffered_()); - }), - (t.checkSegmentDownloads_ = function (e) { - var t = this.masterPlaylistController_, - i = t[e + "SegmentLoader_"], - n = i.buffered_(), - r = (function (e, t) { - if (e === t) return !1; - if ((!e && t) || (!t && e)) return !0; - if (e.length !== t.length) return !0; - for (var i = 0; i < e.length; i++) - if (e.start(i) !== t.start(i) || e.end(i) !== t.end(i)) - return !0; - return !1; - })(this[e + "Buffered_"], n); - (this[e + "Buffered_"] = n), - r - ? this.resetSegmentDownloads_(e) - : (this[e + "StalledDownloads_"]++, - this.logger_( - "found #" + - this[e + "StalledDownloads_"] + - " " + - e + - " appends that did not increase buffer (possible stalled download)", - { - playlistId: i.playlist_ && i.playlist_.id, - buffered: jo(n), - }, - ), - this[e + "StalledDownloads_"] < 10 || - (this.logger_(e + " loader stalled download exclusion"), - this.resetSegmentDownloads_(e), - this.tech_.trigger({ - type: "usage", - name: "vhs-" + e + "-download-exclusion", - }), - "subtitle" !== e && - t.blacklistCurrentPlaylist( - { - message: - "Excessive " + e + " segment downloading detected.", - }, - 1 / 0, - ))); - }), - (t.checkCurrentTime_ = function () { - if (!this.tech_.paused() && !this.tech_.seeking()) { - var e = this.tech_.currentTime(), - t = this.tech_.buffered(); - if ( - this.lastRecordedTime === e && - (!t.length || e + 0.1 >= t.end(t.length - 1)) - ) - return this.techWaiting_(); - 5 <= this.consecutiveUpdates && e === this.lastRecordedTime - ? (this.consecutiveUpdates++, this.waiting_()) - : e === this.lastRecordedTime - ? this.consecutiveUpdates++ - : ((this.consecutiveUpdates = 0), (this.lastRecordedTime = e)); - } - }), - (t.cancelTimer_ = function () { - (this.consecutiveUpdates = 0), - this.timer_ && - (this.logger_("cancelTimer_"), clearTimeout(this.timer_)), - (this.timer_ = null); - }), - (t.fixesBadSeeks_ = function () { - if (!this.tech_.seeking()) return !1; - var e, - t = this.seekable(), - i = this.tech_.currentTime(); - if ( - (this.afterSeekableWindow_( - t, - i, - this.media(), - this.allowSeeksWithinUnsafeLiveWindow, - ) && (e = t.end(t.length - 1)), - "undefined" != - typeof (e = this.beforeSeekableWindow_(t, i) - ? (a = t.start(0)) + (a === t.end(0) ? 0 : 0.1) - : e)) - ) - return ( - this.logger_( - "Trying to seek outside of seekable at time " + - i + - " with seekable range " + - Fo(t) + - ". Seeking to " + - e + - ".", - ), - this.tech_.setCurrentTime(e), - !0 - ); - for ( - var n = this.masterPlaylistController_.sourceUpdater_, - r = this.tech_.buffered(), - a = n.audioBuffer ? n.audioBuffered() : null, - t = n.videoBuffer ? n.videoBuffered() : null, - n = this.media(), - s = n.partTargetDuration || 2 * (n.targetDuration - fl), - o = [a, t], - u = 0; - u < o.length; - u++ - ) - if (o[u]) if (qo(o[u], i) < s) return !1; - r = Bo(r, i); - return ( - 0 !== r.length && - ((e = r.start(0) + 0.1), - this.logger_( - "Buffered region starts (" + - r.start(0) + - ") just beyond seek point (" + - i + - "). Seeking to " + - e + - ".", - ), - this.tech_.setCurrentTime(e), - !0) - ); - }), - (t.waiting_ = function () { - var e, t; - this.techWaiting_() || - ((e = this.tech_.currentTime()), - (t = this.tech_.buffered()), - (t = Uo(t, e)).length && - e + 3 <= t.end(0) && - (this.cancelTimer_(), - this.tech_.setCurrentTime(e), - this.logger_( - "Stopped at " + - e + - " while inside a buffered region [" + - t.start(0) + - " -> " + - t.end(0) + - "]. Attempting to resume playback by seeking to the current time.", - ), - this.tech_.trigger({ - type: "usage", - name: "vhs-unknown-waiting", - }), - this.tech_.trigger({ - type: "usage", - name: "hls-unknown-waiting", - }))); - }), - (t.techWaiting_ = function () { - var e = this.seekable(), - t = this.tech_.currentTime(); - if (this.tech_.seeking() || null !== this.timer_) return !0; - if (this.beforeSeekableWindow_(e, t)) { - var i = e.end(e.length - 1); - return ( - this.logger_( - "Fell out of live window at time " + - t + - ". Seeking to live point (seekable end) " + - i, - ), - this.cancelTimer_(), - this.tech_.setCurrentTime(i), - this.tech_.trigger({ type: "usage", name: "vhs-live-resync" }), - this.tech_.trigger({ type: "usage", name: "hls-live-resync" }), - !0 - ); - } - (e = this.tech_.vhs.masterPlaylistController_.sourceUpdater_), - (i = this.tech_.buffered()); - if ( - this.videoUnderflow_({ - audioBuffered: e.audioBuffered(), - videoBuffered: e.videoBuffered(), - currentTime: t, - }) - ) - return ( - this.cancelTimer_(), - this.tech_.setCurrentTime(t), - this.tech_.trigger({ - type: "usage", - name: "vhs-video-underflow", - }), - this.tech_.trigger({ - type: "usage", - name: "hls-video-underflow", - }), - !0 - ); - e = Bo(i, t); - if (0 < e.length) { - i = e.start(0) - t; - return ( - this.logger_( - "Stopped at " + - t + - ", setting timer for " + - i + - ", seeking to " + - e.start(0), - ), - this.cancelTimer_(), - (this.timer_ = setTimeout( - this.skipTheGap_.bind(this), - 1e3 * i, - t, - )), - !0 - ); - } - return !1; - }), - (t.afterSeekableWindow_ = function (e, t, i, n) { - if ((void 0 === n && (n = !1), !e.length)) return !1; - var r = e.end(e.length - 1) + 0.1; - return ( - (r = - !i.endList && n - ? e.end(e.length - 1) + 3 * i.targetDuration - : r) < t - ); - }), - (t.beforeSeekableWindow_ = function (e, t) { - return !!( - e.length && - 0 < e.start(0) && - t < e.start(0) - this.liveRangeSafeTimeDelta - ); - }), - (t.videoUnderflow_ = function (e) { - var t, - i, - n = e.videoBuffered, - r = e.audioBuffered, - a = e.currentTime; - if (n) - return ( - n.length && r.length - ? ((i = Uo(n, a - 3)), - (e = Uo(n, a)), - (r = Uo(r, a)).length && - !e.length && - i.length && - (t = { start: i.end(0), end: r.end(0) })) - : Bo(n, a).length || (t = this.gapFromVideoUnderflow_(n, a)), - !!t && - (this.logger_( - "Encountered a gap in video from " + - t.start + - " to " + - t.end + - ". Seeking to current time " + - a, - ), - !0) - ); - }), - (t.skipTheGap_ = function (e) { - var t = this.tech_.buffered(), - i = this.tech_.currentTime(), - t = Bo(t, i); - this.cancelTimer_(), - 0 !== t.length && - i === e && - (this.logger_( - "skipTheGap_:", - "currentTime:", - i, - "scheduled currentTime:", - e, - "nextRange start:", - t.start(0), - ), - this.tech_.setCurrentTime(t.start(0) + fl), - this.tech_.trigger({ type: "usage", name: "vhs-gap-skip" }), - this.tech_.trigger({ type: "usage", name: "hls-gap-skip" })); - }), - (t.gapFromVideoUnderflow_ = function (e, t) { - for ( - var i = (function (e) { - if (e.length < 2) return tr.createTimeRanges(); - for (var t = [], i = 1; i < e.length; i++) { - var n = e.end(i - 1), - r = e.start(i); - t.push([n, r]); - } - return tr.createTimeRanges(t); - })(e), - n = 0; - n < i.length; - n++ - ) { - var r = i.start(n), - a = i.end(n); - if (t - r < 4 && 2 < t - r) return { start: r, end: a }; - } - return null; - }), - e - ); - })(), - wc = { - errorInterval: 30, - getSource: function (e) { - return e( - this.tech({ IWillNotUseThisInPlugins: !0 }).currentSource_ || - this.currentSource(), - ); - }, - }, - Ec = { - PlaylistLoader: _l, - Playlist: gl, - utils: zt, - STANDARD_PLAYLIST_SELECTOR: ar, - INITIAL_PLAYLIST_SELECTOR: function () { - var t = this, - e = this.playlists.master.playlists.filter(gl.isEnabled); - return ( - el(e, tl), - e.filter(function (e) { - return !!$u(t.playlists.master, e).video; - })[0] || null - ); - }, - lastBandwidthSelector: ar, - movingAverageBandwidthSelector: function (t) { - var i = -1, - n = -1; - if (t < 0 || 1 < t) - throw new Error( - "Moving average bandwidth decay must be between 0 and 1.", - ); - return function () { - var e = (this.useDevicePixelRatio && window.devicePixelRatio) || 1; - return ( - i < 0 && ((i = this.systemBandwidth), (n = this.systemBandwidth)), - 0 < this.systemBandwidth && - this.systemBandwidth !== n && - ((i = t * this.systemBandwidth + (1 - t) * i), - (n = this.systemBandwidth)), - il( - this.playlists.master, - i, - parseInt(Zu(this.tech_.el(), "width"), 10) * e, - parseInt(Zu(this.tech_.el(), "height"), 10) * e, - this.limitRenditionByPlayerDimensions, - this.masterPlaylistController_, - ) - ); - }; - }, - comparePlaylistBandwidth: tl, - comparePlaylistResolution: function (e, t) { - var i, n; - return (i = - (i = - e.attributes.RESOLUTION && e.attributes.RESOLUTION.width - ? e.attributes.RESOLUTION.width - : i) || window.Number.MAX_VALUE) === - (n = - (n = - t.attributes.RESOLUTION && t.attributes.RESOLUTION.width - ? t.attributes.RESOLUTION.width - : n) || window.Number.MAX_VALUE) && - e.attributes.BANDWIDTH && - t.attributes.BANDWIDTH - ? e.attributes.BANDWIDTH - t.attributes.BANDWIDTH - : i - n; - }, - xhr: yu(), - }; - Object.keys(El).forEach(function (t) { - Object.defineProperty(Ec, t, { - get: function () { - return ( - tr.log.warn( - "using Vhs." + t + " is UNSAFE be sure you know what you are doing", - ), - El[t] - ); - }, - set: function (e) { - tr.log.warn( - "using Vhs." + t + " is UNSAFE be sure you know what you are doing", - ), - "number" != typeof e || e < 0 - ? tr.log.warn( - "value of Vhs." + t + " must be greater than or equal to 0", - ) - : (El[t] = e); - }, - }); - }); - function kc(e, t) { - for (var i = t.media(), n = -1, r = 0; r < e.length; r++) - if (e[r].id === i.id) { - n = r; - break; - } - (e.selectedIndex_ = n), e.trigger({ selectedIndex: n, type: "change" }); - } - var Cc = "videojs-vhs"; - Ec.canPlaySource = function () { - return tr.log.warn( - "HLS is no longer a tech. Please remove it from your player's techOrder.", - ); - }; - function Ic(e) { - var n = e.player, - t = e.sourceKeySystems, - i = e.audioMedia, - e = e.mainPlaylists; - if (!n.eme.initializeMediaKeys) return Promise.resolve(); - var r, - e = - ((e = e = i ? e.concat([i]) : e), - (r = Object.keys(t)), - e.reduce(function (e, n) { - if (!n.contentProtection) return e; - var t = r.reduce(function (e, t) { - var i = n.contentProtection[t]; - return i && i.pssh && (e[t] = { pssh: i.pssh }), e; - }, {}); - return Object.keys(t).length && e.push(t), e; - }, [])), - a = [], - s = []; - return ( - e.forEach(function (e) { - s.push( - new Promise(function (e, t) { - n.tech_.one("keysessioncreated", e); - }), - ), - a.push( - new Promise(function (t, i) { - n.eme.initializeMediaKeys({ keySystems: e }, function (e) { - e ? i(e) : t(); - }); - }), - ); - }), - Promise.race([Promise.all(a), Promise.race(s)]) - ); - } - function xc(e) { - var t = e.player; - return ( - !!(e = (function (e, t, i) { - if (!e) return e; - var n = {}; - t && - t.attributes && - t.attributes.CODECS && - (n = Yu(pr(t.attributes.CODECS))), - i && - i.attributes && - i.attributes.CODECS && - (n.audio = i.attributes.CODECS); - var r, - a = mr(n.video), - s = mr(n.audio), - o = {}; - for (r in e) - (o[r] = {}), - s && (o[r].audioContentType = s), - a && (o[r].videoContentType = a), - t.contentProtection && - t.contentProtection[r] && - t.contentProtection[r].pssh && - (o[r].pssh = t.contentProtection[r].pssh), - "string" == typeof e[r] && (o[r].url = e[r]); - return tr.mergeOptions(e, o); - })(e.sourceKeySystems, e.media, e.audioMedia)) && - (!((t.currentSource().keySystems = e) && !t.eme) || - (tr.log.warn( - "DRM encrypted source cannot be decrypted without a DRM plugin", - ), - !1)) - ); - } - function Ac() { - if (!window.localStorage) return null; - var e = window.localStorage.getItem(Cc); - if (!e) return null; - try { - return JSON.parse(e); - } catch (e) { - return null; - } - } - (Ec.supportsNativeHls = (function () { - if (!document || !document.createElement) return !1; - var t = document.createElement("video"); - if (!tr.getTech("Html5").isSupported()) return !1; - return [ - "application/vnd.apple.mpegurl", - "audio/mpegurl", - "audio/x-mpegurl", - "application/x-mpegurl", - "video/x-mpegurl", - "video/mpegurl", - "application/mpegurl", - ].some(function (e) { - return /maybe|probably/i.test(t.canPlayType(e)); - }); - })()), - (Ec.supportsNativeDash = - !!( - document && - document.createElement && - tr.getTech("Html5").isSupported() - ) && - /maybe|probably/i.test( - document.createElement("video").canPlayType("application/dash+xml"), - )), - (Ec.supportsTypeNatively = function (e) { - return "hls" === e - ? Ec.supportsNativeHls - : "dash" === e && Ec.supportsNativeDash; - }), - (Ec.isSupported = function () { - return tr.log.warn( - "HLS is no longer a tech. Please remove it from your player's techOrder.", - ); - }); - var Pc = (function (r) { - function e(e, t, i) { - var n = r.call(this, t, tr.mergeOptions(i.hls, i.vhs)) || this; - if ( - (i.hls && - Object.keys(i.hls).length && - tr.log.warn( - "Using hls options is deprecated. Please rename `hls` to `vhs` in your options object.", - ), - "number" == typeof i.initialBandwidth && - (n.options_.bandwidth = i.initialBandwidth), - (n.logger_ = Ro("VhsHandler")), - t.options_ && - t.options_.playerId && - ((i = tr(t.options_.playerId)).hasOwnProperty("hls") || - Object.defineProperty(i, "hls", { - get: function () { - return ( - tr.log.warn( - "player.hls is deprecated. Use player.tech().vhs instead.", - ), - t.trigger({ type: "usage", name: "hls-player-access" }), - ft(n) - ); - }, - configurable: !0, - }), - i.hasOwnProperty("vhs") || - Object.defineProperty(i, "vhs", { - get: function () { - return ( - tr.log.warn( - "player.vhs is deprecated. Use player.tech().vhs instead.", - ), - t.trigger({ type: "usage", name: "vhs-player-access" }), - ft(n) - ); - }, - configurable: !0, - }), - i.hasOwnProperty("dash") || - Object.defineProperty(i, "dash", { - get: function () { - return ( - tr.log.warn( - "player.dash is deprecated. Use player.tech().vhs instead.", - ), - ft(n) - ); - }, - configurable: !0, - }), - (n.player_ = i)), - (n.tech_ = t), - (n.source_ = e), - (n.stats = {}), - (n.ignoreNextSeekingEvent_ = !1), - n.setOptions_(), - n.options_.overrideNative && - t.overrideNativeAudioTracks && - t.overrideNativeVideoTracks) - ) - t.overrideNativeAudioTracks(!0), t.overrideNativeVideoTracks(!0); - else if ( - n.options_.overrideNative && - (t.featuresNativeVideoTracks || t.featuresNativeAudioTracks) - ) - throw new Error( - "Overriding native HLS requires emulated tracks. See https://git.io/vMpjB", - ); - return ( - n.on( - document, - [ - "fullscreenchange", - "webkitfullscreenchange", - "mozfullscreenchange", - "MSFullscreenChange", - ], - function (e) { - var t = - document.fullscreenElement || - document.webkitFullscreenElement || - document.mozFullScreenElement || - document.msFullscreenElement; - t && t.contains(n.tech_.el()) - ? n.masterPlaylistController_.fastQualityChange_() - : n.masterPlaylistController_.checkABR_(); - }, - ), - n.on(n.tech_, "seeking", function () { - this.ignoreNextSeekingEvent_ - ? (this.ignoreNextSeekingEvent_ = !1) - : this.setCurrentTime(this.tech_.currentTime()); - }), - n.on(n.tech_, "error", function () { - this.tech_.error() && - this.masterPlaylistController_ && - this.masterPlaylistController_.pauseLoading(); - }), - n.on(n.tech_, "play", n.play), - n - ); - } - mt(e, r); - var t = e.prototype; - return ( - (t.setOptions_ = function () { - var e, - t = this; - (this.options_.withCredentials = this.options_.withCredentials || !1), - (this.options_.handleManifestRedirects = - !1 !== this.options_.handleManifestRedirects), - (this.options_.limitRenditionByPlayerDimensions = - !1 !== this.options_.limitRenditionByPlayerDimensions), - (this.options_.useDevicePixelRatio = - this.options_.useDevicePixelRatio || !1), - (this.options_.smoothQualityChange = - this.options_.smoothQualityChange || !1), - (this.options_.useBandwidthFromLocalStorage = - "undefined" != typeof this.source_.useBandwidthFromLocalStorage - ? this.source_.useBandwidthFromLocalStorage - : this.options_.useBandwidthFromLocalStorage || !1), - (this.options_.useNetworkInformationApi = - this.options_.useNetworkInformationApi || !1), - (this.options_.useDtsForTimestampOffset = - this.options_.useDtsForTimestampOffset || !1), - (this.options_.customTagParsers = - this.options_.customTagParsers || []), - (this.options_.customTagMappers = - this.options_.customTagMappers || []), - (this.options_.cacheEncryptionKeys = - this.options_.cacheEncryptionKeys || !1), - "number" != typeof this.options_.blacklistDuration && - (this.options_.blacklistDuration = 300), - "number" != typeof this.options_.bandwidth && - this.options_.useBandwidthFromLocalStorage && - ((e = Ac()) && - e.bandwidth && - ((this.options_.bandwidth = e.bandwidth), - this.tech_.trigger({ - type: "usage", - name: "vhs-bandwidth-from-local-storage", - }), - this.tech_.trigger({ - type: "usage", - name: "hls-bandwidth-from-local-storage", - })), - e && - e.throughput && - ((this.options_.throughput = e.throughput), - this.tech_.trigger({ - type: "usage", - name: "vhs-throughput-from-local-storage", - }), - this.tech_.trigger({ - type: "usage", - name: "hls-throughput-from-local-storage", - }))), - "number" != typeof this.options_.bandwidth && - (this.options_.bandwidth = El.INITIAL_BANDWIDTH), - (this.options_.enableLowInitialPlaylist = - this.options_.enableLowInitialPlaylist && - this.options_.bandwidth === El.INITIAL_BANDWIDTH), - [ - "withCredentials", - "useDevicePixelRatio", - "limitRenditionByPlayerDimensions", - "bandwidth", - "smoothQualityChange", - "customTagParsers", - "customTagMappers", - "handleManifestRedirects", - "cacheEncryptionKeys", - "playlistSelector", - "initialPlaylistSelector", - "experimentalBufferBasedABR", - "liveRangeSafeTimeDelta", - "experimentalLLHLS", - "useNetworkInformationApi", - "useDtsForTimestampOffset", - "experimentalExactManifestTimings", - "experimentalLeastPixelDiffSelector", - ].forEach(function (e) { - "undefined" != typeof t.source_[e] && - (t.options_[e] = t.source_[e]); - }), - (this.limitRenditionByPlayerDimensions = - this.options_.limitRenditionByPlayerDimensions), - (this.useDevicePixelRatio = this.options_.useDevicePixelRatio); - }), - (t.src = function (e, t) { - var n = this; - e && - (this.setOptions_(), - (this.options_.src = - 0 === - (e = this.source_.src) - .toLowerCase() - .indexOf("data:application/vnd.videojs.vhs+json,") - ? JSON.parse(e.substring(e.indexOf(",") + 1)) - : e), - (this.options_.tech = this.tech_), - (this.options_.externVhs = Ec), - (this.options_.sourceType = vr(t)), - (this.options_.seekTo = function (e) { - n.tech_.setCurrentTime(e); - }), - this.options_.smoothQualityChange && - tr.log.warn( - "smoothQualityChange is deprecated and will be removed in the next major version", - ), - (this.masterPlaylistController_ = new bc(this.options_)), - (t = tr.mergeOptions( - { liveRangeSafeTimeDelta: 0.1 }, - this.options_, - { - seekable: function () { - return n.seekable(); - }, - media: function () { - return n.masterPlaylistController_.media(); - }, - masterPlaylistController: this.masterPlaylistController_, - }, - )), - (this.playbackWatcher_ = new Sc(t)), - this.masterPlaylistController_.on("error", function () { - var e = tr.players[n.tech_.options_.playerId], - t = n.masterPlaylistController_.error; - "object" != typeof t || t.code - ? "string" == typeof t && (t = { message: t, code: 3 }) - : (t.code = 3), - e.error(t); - }), - (t = this.options_.experimentalBufferBasedABR - ? Ec.movingAverageBandwidthSelector(0.55) - : Ec.STANDARD_PLAYLIST_SELECTOR), - (this.masterPlaylistController_.selectPlaylist = ( - this.selectPlaylist || t - ).bind(this)), - (this.masterPlaylistController_.selectInitialPlaylist = - Ec.INITIAL_PLAYLIST_SELECTOR.bind(this)), - (this.playlists = - this.masterPlaylistController_.masterPlaylistLoader_), - (this.mediaSource = this.masterPlaylistController_.mediaSource), - Object.defineProperties(this, { - selectPlaylist: { - get: function () { - return this.masterPlaylistController_.selectPlaylist; - }, - set: function (e) { - this.masterPlaylistController_.selectPlaylist = e.bind(this); - }, - }, - throughput: { - get: function () { - return this.masterPlaylistController_.mainSegmentLoader_ - .throughput.rate; - }, - set: function (e) { - (this.masterPlaylistController_.mainSegmentLoader_.throughput.rate = - e), - (this.masterPlaylistController_.mainSegmentLoader_.throughput.count = 1); - }, - }, - bandwidth: { - get: function () { - var e = - this.masterPlaylistController_.mainSegmentLoader_ - .bandwidth, - t = - window.navigator.connection || - window.navigator.mozConnection || - window.navigator.webkitConnection; - return (e = - this.options_.useNetworkInformationApi && t - ? 1e7 <= (t = 1e3 * t.downlink * 1e3) && 1e7 <= e - ? Math.max(e, t) - : t - : e); - }, - set: function (e) { - (this.masterPlaylistController_.mainSegmentLoader_.bandwidth = - e), - (this.masterPlaylistController_.mainSegmentLoader_.throughput = - { rate: 0, count: 0 }); - }, - }, - systemBandwidth: { - get: function () { - var e = 1 / (this.bandwidth || 1), - t = 0 < this.throughput ? 1 / this.throughput : 0; - return Math.floor(1 / (e + t)); - }, - set: function () { - tr.log.error('The "systemBandwidth" property is read-only'); - }, - }, - }), - this.options_.bandwidth && - (this.bandwidth = this.options_.bandwidth), - this.options_.throughput && - (this.throughput = this.options_.throughput), - Object.defineProperties(this.stats, { - bandwidth: { - get: function () { - return n.bandwidth || 0; - }, - enumerable: !0, - }, - mediaRequests: { - get: function () { - return n.masterPlaylistController_.mediaRequests_() || 0; - }, - enumerable: !0, - }, - mediaRequestsAborted: { - get: function () { - return ( - n.masterPlaylistController_.mediaRequestsAborted_() || 0 - ); - }, - enumerable: !0, - }, - mediaRequestsTimedout: { - get: function () { - return ( - n.masterPlaylistController_.mediaRequestsTimedout_() || 0 - ); - }, - enumerable: !0, - }, - mediaRequestsErrored: { - get: function () { - return ( - n.masterPlaylistController_.mediaRequestsErrored_() || 0 - ); - }, - enumerable: !0, - }, - mediaTransferDuration: { - get: function () { - return ( - n.masterPlaylistController_.mediaTransferDuration_() || 0 - ); - }, - enumerable: !0, - }, - mediaBytesTransferred: { - get: function () { - return ( - n.masterPlaylistController_.mediaBytesTransferred_() || 0 - ); - }, - enumerable: !0, - }, - mediaSecondsLoaded: { - get: function () { - return n.masterPlaylistController_.mediaSecondsLoaded_() || 0; - }, - enumerable: !0, - }, - mediaAppends: { - get: function () { - return n.masterPlaylistController_.mediaAppends_() || 0; - }, - enumerable: !0, - }, - mainAppendsToLoadedData: { - get: function () { - return ( - n.masterPlaylistController_.mainAppendsToLoadedData_() || 0 - ); - }, - enumerable: !0, - }, - audioAppendsToLoadedData: { - get: function () { - return ( - n.masterPlaylistController_.audioAppendsToLoadedData_() || 0 - ); - }, - enumerable: !0, - }, - appendsToLoadedData: { - get: function () { - return ( - n.masterPlaylistController_.appendsToLoadedData_() || 0 - ); - }, - enumerable: !0, - }, - timeToLoadedData: { - get: function () { - return n.masterPlaylistController_.timeToLoadedData_() || 0; - }, - enumerable: !0, - }, - buffered: { - get: function () { - return jo(n.tech_.buffered()); - }, - enumerable: !0, - }, - currentTime: { - get: function () { - return n.tech_.currentTime(); - }, - enumerable: !0, - }, - currentSource: { - get: function () { - return n.tech_.currentSource_; - }, - enumerable: !0, - }, - currentTech: { - get: function () { - return n.tech_.name_; - }, - enumerable: !0, - }, - duration: { - get: function () { - return n.tech_.duration(); - }, - enumerable: !0, - }, - master: { - get: function () { - return n.playlists.master; - }, - enumerable: !0, - }, - playerDimensions: { - get: function () { - return n.tech_.currentDimensions(); - }, - enumerable: !0, - }, - seekable: { - get: function () { - return jo(n.tech_.seekable()); - }, - enumerable: !0, - }, - timestamp: { - get: function () { - return Date.now(); - }, - enumerable: !0, - }, - videoPlaybackQuality: { - get: function () { - return n.tech_.getVideoPlaybackQuality(); - }, - enumerable: !0, - }, - }), - this.tech_.one( - "canplay", - this.masterPlaylistController_.setupFirstPlay.bind( - this.masterPlaylistController_, - ), - ), - this.tech_.on("bandwidthupdate", function () { - n.options_.useBandwidthFromLocalStorage && - (function (e) { - if (!window.localStorage) return; - var t = (t = Ac()) ? tr.mergeOptions(t, e) : e; - try { - window.localStorage.setItem(Cc, JSON.stringify(t)); - } catch (e) { - return; - } - })({ - bandwidth: n.bandwidth, - throughput: Math.round(n.throughput), - }); - }), - this.masterPlaylistController_.on( - "selectedinitialmedia", - function () { - var i; - (i = n).representations = function () { - var e = i.masterPlaylistController_.master(), - e = au(e) - ? i.masterPlaylistController_.getAudioTrackPlaylists_() - : e.playlists; - return e - ? e - .filter(function (e) { - return !Zo(e); - }) - .map(function (e, t) { - return new Kl(i, e, e.id); - }) - : []; - }; - }, - ), - this.masterPlaylistController_.sourceUpdater_.on( - "createdsourcebuffers", - function () { - n.setupEme_(); - }, - ), - this.on(this.masterPlaylistController_, "progress", function () { - this.tech_.trigger("progress"); - }), - this.on(this.masterPlaylistController_, "firstplay", function () { - this.ignoreNextSeekingEvent_ = !0; - }), - this.setupQualityLevels_(), - this.tech_.el() && - ((this.mediaSourceUrl_ = window.URL.createObjectURL( - this.masterPlaylistController_.mediaSource, - )), - this.tech_.src(this.mediaSourceUrl_))); - }), - (t.createKeySessions_ = function () { - var t = this, - e = - this.masterPlaylistController_.mediaTypes_.AUDIO - .activePlaylistLoader; - this.logger_("waiting for EME key session creation"), - Ic({ - player: this.player_, - sourceKeySystems: this.source_.keySystems, - audioMedia: e && e.media(), - mainPlaylists: this.playlists.master.playlists, - }) - .then(function () { - t.logger_("created EME key session"), - t.masterPlaylistController_.sourceUpdater_.initializedEme(); - }) - .catch(function (e) { - t.logger_("error while creating EME key session", e), - t.player_.error({ - message: "Failed to initialize media keys for EME", - code: 3, - }); - }); - }), - (t.handleWaitingForKey_ = function () { - this.logger_( - "waitingforkey fired, attempting to create any new key sessions", - ), - this.createKeySessions_(); - }), - (t.setupEme_ = function () { - var t = this, - e = - this.masterPlaylistController_.mediaTypes_.AUDIO - .activePlaylistLoader, - e = xc({ - player: this.player_, - sourceKeySystems: this.source_.keySystems, - media: this.playlists.media(), - audioMedia: e && e.media(), - }); - this.player_.tech_.on("keystatuschange", function (e) { - "output-restricted" === e.status && - t.masterPlaylistController_.blacklistCurrentPlaylist({ - playlist: t.masterPlaylistController_.media(), - message: - "DRM keystatus changed to " + - e.status + - ". Playlist will fail to play. Check for HDCP content.", - blacklistDuration: 1 / 0, - }); - }), - (this.handleWaitingForKey_ = this.handleWaitingForKey_.bind(this)), - this.player_.tech_.on("waitingforkey", this.handleWaitingForKey_), - 11 !== tr.browser.IE_VERSION && e - ? this.createKeySessions_() - : this.masterPlaylistController_.sourceUpdater_.initializedEme(); - }), - (t.setupQualityLevels_ = function () { - var i = this, - e = tr.players[this.tech_.options_.playerId]; - e && - e.qualityLevels && - !this.qualityLevels_ && - ((this.qualityLevels_ = e.qualityLevels()), - this.masterPlaylistController_.on( - "selectedinitialmedia", - function () { - var t, e; - (t = i.qualityLevels_), - (e = i).representations().forEach(function (e) { - t.addQualityLevel(e); - }), - kc(t, e.playlists); - }, - ), - this.playlists.on("mediachange", function () { - kc(i.qualityLevels_, i.playlists); - })); - }), - (e.version = function () { - return { - "@videojs/http-streaming": "2.14.2", - "mux.js": "6.0.1", - "mpd-parser": "0.21.1", - "m3u8-parser": "4.7.1", - "aes-decrypter": "3.1.3", - }; - }), - (t.version = function () { - return this.constructor.version(); - }), - (t.canChangeType = function () { - return uc.canChangeType(); - }), - (t.play = function () { - this.masterPlaylistController_.play(); - }), - (t.setCurrentTime = function (e) { - this.masterPlaylistController_.setCurrentTime(e); - }), - (t.duration = function () { - return this.masterPlaylistController_.duration(); - }), - (t.seekable = function () { - return this.masterPlaylistController_.seekable(); - }), - (t.dispose = function () { - this.playbackWatcher_ && this.playbackWatcher_.dispose(), - this.masterPlaylistController_ && - this.masterPlaylistController_.dispose(), - this.qualityLevels_ && this.qualityLevels_.dispose(), - this.player_ && - (delete this.player_.vhs, - delete this.player_.dash, - delete this.player_.hls), - this.tech_ && this.tech_.vhs && delete this.tech_.vhs, - this.tech_ && delete this.tech_.hls, - this.mediaSourceUrl_ && - window.URL.revokeObjectURL && - (window.URL.revokeObjectURL(this.mediaSourceUrl_), - (this.mediaSourceUrl_ = null)), - this.tech_ && - this.tech_.off("waitingforkey", this.handleWaitingForKey_), - r.prototype.dispose.call(this); - }), - (t.convertToProgramTime = function (e, t) { - return ku({ - playlist: this.masterPlaylistController_.media(), - time: e, - callback: t, - }); - }), - (t.seekToProgramTime = function (e, t, i, n) { - return ( - void 0 === i && (i = !0), - void 0 === n && (n = 2), - Cu({ - programTime: e, - playlist: this.masterPlaylistController_.media(), - retryCount: n, - pauseAfterSeek: i, - seekTo: this.options_.seekTo, - tech: this.options_.tech, - callback: t, - }) - ); - }), - e - ); - })(tr.getComponent("Component")), - Lc = { - name: "videojs-http-streaming", - VERSION: "2.14.2", - canHandleSource: function (e, t) { - t = tr.mergeOptions(tr.options, (t = void 0 === t ? {} : t)); - return Lc.canPlayType(e.type, t); - }, - handleSource: function (e, t, i) { - i = tr.mergeOptions(tr.options, (i = void 0 === i ? {} : i)); - return ( - (t.vhs = new Pc(e, t, i)), - tr.hasOwnProperty("hls") || - Object.defineProperty(t, "hls", { - get: function () { - return ( - tr.log.warn( - "player.tech().hls is deprecated. Use player.tech().vhs instead.", - ), - t.vhs - ); - }, - configurable: !0, - }), - (t.vhs.xhr = yu()), - t.vhs.src(e.src, e.type), - t.vhs - ); - }, - canPlayType: function (e, t) { - var i = tr.mergeOptions(tr.options, (t = void 0 === t ? {} : t)), - t = i.vhs, - t = (t = void 0 === t ? {} : t).overrideNative, - t = void 0 === t ? !tr.browser.IS_ANY_SAFARI : t, - i = i.hls, - i = (i = void 0 === i ? {} : i).overrideNative, - i = void 0 !== i && i, - e = vr(e); - return e && (!Ec.supportsTypeNatively(e) || i || t) ? "maybe" : ""; - }, - }; - return ( - gr("avc1.4d400d,mp4a.40.2") && - tr.getTech("Html5").registerSourceHandler(Lc, 0), - (tr.VhsHandler = Pc), - Object.defineProperty(tr, "HlsHandler", { - get: function () { - return ( - tr.log.warn( - "videojs.HlsHandler is deprecated. Use videojs.VhsHandler instead.", - ), - Pc - ); - }, - configurable: !0, - }), - (tr.VhsSourceHandler = Lc), - Object.defineProperty(tr, "HlsSourceHandler", { - get: function () { - return ( - tr.log.warn( - "videojs.HlsSourceHandler is deprecated. Use videojs.VhsSourceHandler instead.", - ), - Lc - ); - }, - configurable: !0, - }), - (tr.Vhs = Ec), - Object.defineProperty(tr, "Hls", { - get: function () { - return ( - tr.log.warn("videojs.Hls is deprecated. Use videojs.Vhs instead."), Ec - ); - }, - configurable: !0, - }), - tr.use || - (tr.registerComponent("Hls", Ec), tr.registerComponent("Vhs", Ec)), - (tr.options.vhs = tr.options.vhs || {}), - (tr.options.hls = tr.options.hls || {}), - (tr.getPlugin && tr.getPlugin("reloadSourceOnError")) || - (tr.registerPlugin || tr.plugin)("reloadSourceOnError", function (e) { - Yl(this, e); - }), - tr - ); -}); diff --git a/docs/index_files/libs/quarto-html/light-border.css b/docs/index_files/libs/quarto-html/light-border.css deleted file mode 100644 index 96de242e..00000000 --- a/docs/index_files/libs/quarto-html/light-border.css +++ /dev/null @@ -1,111 +0,0 @@ -.tippy-box[data-theme~="light-border"] { - background-color: #fff; - background-clip: padding-box; - border: 1px solid rgba(0, 8, 16, 0.15); - color: #333; - box-shadow: 0 4px 14px -2px rgba(0, 8, 16, 0.08); -} -.tippy-box[data-theme~="light-border"] > .tippy-backdrop { - background-color: #fff; -} -.tippy-box[data-theme~="light-border"] > .tippy-arrow:after, -.tippy-box[data-theme~="light-border"] > .tippy-svg-arrow:after { - content: ""; - position: absolute; - z-index: -1; -} -.tippy-box[data-theme~="light-border"] > .tippy-arrow:after { - border-color: transparent; - border-style: solid; -} -.tippy-box[data-theme~="light-border"][data-placement^="top"] - > .tippy-arrow:before { - border-top-color: #fff; -} -.tippy-box[data-theme~="light-border"][data-placement^="top"] - > .tippy-arrow:after { - border-top-color: rgba(0, 8, 16, 0.2); - border-width: 7px 7px 0; - top: 17px; - left: 1px; -} -.tippy-box[data-theme~="light-border"][data-placement^="top"] - > .tippy-svg-arrow - > svg { - top: 16px; -} -.tippy-box[data-theme~="light-border"][data-placement^="top"] - > .tippy-svg-arrow:after { - top: 17px; -} -.tippy-box[data-theme~="light-border"][data-placement^="bottom"] - > .tippy-arrow:before { - border-bottom-color: #fff; - bottom: 16px; -} -.tippy-box[data-theme~="light-border"][data-placement^="bottom"] - > .tippy-arrow:after { - border-bottom-color: rgba(0, 8, 16, 0.2); - border-width: 0 7px 7px; - bottom: 17px; - left: 1px; -} -.tippy-box[data-theme~="light-border"][data-placement^="bottom"] - > .tippy-svg-arrow - > svg { - bottom: 16px; -} -.tippy-box[data-theme~="light-border"][data-placement^="bottom"] - > .tippy-svg-arrow:after { - bottom: 17px; -} -.tippy-box[data-theme~="light-border"][data-placement^="left"] - > .tippy-arrow:before { - border-left-color: #fff; -} -.tippy-box[data-theme~="light-border"][data-placement^="left"] - > .tippy-arrow:after { - border-left-color: rgba(0, 8, 16, 0.2); - border-width: 7px 0 7px 7px; - left: 17px; - top: 1px; -} -.tippy-box[data-theme~="light-border"][data-placement^="left"] - > .tippy-svg-arrow - > svg { - left: 11px; -} -.tippy-box[data-theme~="light-border"][data-placement^="left"] - > .tippy-svg-arrow:after { - left: 12px; -} -.tippy-box[data-theme~="light-border"][data-placement^="right"] - > .tippy-arrow:before { - border-right-color: #fff; - right: 16px; -} -.tippy-box[data-theme~="light-border"][data-placement^="right"] - > .tippy-arrow:after { - border-width: 7px 7px 7px 0; - right: 17px; - top: 1px; - border-right-color: rgba(0, 8, 16, 0.2); -} -.tippy-box[data-theme~="light-border"][data-placement^="right"] - > .tippy-svg-arrow - > svg { - right: 11px; -} -.tippy-box[data-theme~="light-border"][data-placement^="right"] - > .tippy-svg-arrow:after { - right: 12px; -} -.tippy-box[data-theme~="light-border"] > .tippy-svg-arrow { - fill: #fff; -} -.tippy-box[data-theme~="light-border"] > .tippy-svg-arrow:after { - background-image: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTYiIGhlaWdodD0iNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj48cGF0aCBkPSJNMCA2czEuNzk2LS4wMTMgNC42Ny0zLjYxNUM1Ljg1MS45IDYuOTMuMDA2IDggMGMxLjA3LS4wMDYgMi4xNDguODg3IDMuMzQzIDIuMzg1QzE0LjIzMyA2LjAwNSAxNiA2IDE2IDZIMHoiIGZpbGw9InJnYmEoMCwgOCwgMTYsIDAuMikiLz48L3N2Zz4=); - background-size: 16px 6px; - width: 16px; - height: 6px; -} diff --git a/docs/index_files/libs/quarto-html/popper.min.js b/docs/index_files/libs/quarto-html/popper.min.js deleted file mode 100644 index d0ae11b8..00000000 --- a/docs/index_files/libs/quarto-html/popper.min.js +++ /dev/null @@ -1,1306 +0,0 @@ -/** - * @popperjs/core v2.11.7 - MIT License - */ - -!(function (e, t) { - "object" == typeof exports && "undefined" != typeof module - ? t(exports) - : "function" == typeof define && define.amd - ? define(["exports"], t) - : t( - ((e = - "undefined" != typeof globalThis ? globalThis : e || self).Popper = - {}), - ); -})(this, function (e) { - "use strict"; - function t(e) { - if (null == e) return window; - if ("[object Window]" !== e.toString()) { - var t = e.ownerDocument; - return (t && t.defaultView) || window; - } - return e; - } - function n(e) { - return e instanceof t(e).Element || e instanceof Element; - } - function r(e) { - return e instanceof t(e).HTMLElement || e instanceof HTMLElement; - } - function o(e) { - return ( - "undefined" != typeof ShadowRoot && - (e instanceof t(e).ShadowRoot || e instanceof ShadowRoot) - ); - } - var i = Math.max, - a = Math.min, - s = Math.round; - function f() { - var e = navigator.userAgentData; - return null != e && e.brands && Array.isArray(e.brands) - ? e.brands - .map(function (e) { - return e.brand + "/" + e.version; - }) - .join(" ") - : navigator.userAgent; - } - function c() { - return !/^((?!chrome|android).)*safari/i.test(f()); - } - function p(e, o, i) { - void 0 === o && (o = !1), void 0 === i && (i = !1); - var a = e.getBoundingClientRect(), - f = 1, - p = 1; - o && - r(e) && - ((f = (e.offsetWidth > 0 && s(a.width) / e.offsetWidth) || 1), - (p = (e.offsetHeight > 0 && s(a.height) / e.offsetHeight) || 1)); - var u = (n(e) ? t(e) : window).visualViewport, - l = !c() && i, - d = (a.left + (l && u ? u.offsetLeft : 0)) / f, - h = (a.top + (l && u ? u.offsetTop : 0)) / p, - m = a.width / f, - v = a.height / p; - return { - width: m, - height: v, - top: h, - right: d + m, - bottom: h + v, - left: d, - x: d, - y: h, - }; - } - function u(e) { - var n = t(e); - return { scrollLeft: n.pageXOffset, scrollTop: n.pageYOffset }; - } - function l(e) { - return e ? (e.nodeName || "").toLowerCase() : null; - } - function d(e) { - return ((n(e) ? e.ownerDocument : e.document) || window.document) - .documentElement; - } - function h(e) { - return p(d(e)).left + u(e).scrollLeft; - } - function m(e) { - return t(e).getComputedStyle(e); - } - function v(e) { - var t = m(e), - n = t.overflow, - r = t.overflowX, - o = t.overflowY; - return /auto|scroll|overlay|hidden/.test(n + o + r); - } - function y(e, n, o) { - void 0 === o && (o = !1); - var i, - a, - f = r(n), - c = - r(n) && - (function (e) { - var t = e.getBoundingClientRect(), - n = s(t.width) / e.offsetWidth || 1, - r = s(t.height) / e.offsetHeight || 1; - return 1 !== n || 1 !== r; - })(n), - m = d(n), - y = p(e, c, o), - g = { scrollLeft: 0, scrollTop: 0 }, - b = { x: 0, y: 0 }; - return ( - (f || (!f && !o)) && - (("body" !== l(n) || v(m)) && - (g = - (i = n) !== t(i) && r(i) - ? { scrollLeft: (a = i).scrollLeft, scrollTop: a.scrollTop } - : u(i)), - r(n) - ? (((b = p(n, !0)).x += n.clientLeft), (b.y += n.clientTop)) - : m && (b.x = h(m))), - { - x: y.left + g.scrollLeft - b.x, - y: y.top + g.scrollTop - b.y, - width: y.width, - height: y.height, - } - ); - } - function g(e) { - var t = p(e), - n = e.offsetWidth, - r = e.offsetHeight; - return ( - Math.abs(t.width - n) <= 1 && (n = t.width), - Math.abs(t.height - r) <= 1 && (r = t.height), - { x: e.offsetLeft, y: e.offsetTop, width: n, height: r } - ); - } - function b(e) { - return "html" === l(e) - ? e - : e.assignedSlot || e.parentNode || (o(e) ? e.host : null) || d(e); - } - function x(e) { - return ["html", "body", "#document"].indexOf(l(e)) >= 0 - ? e.ownerDocument.body - : r(e) && v(e) - ? e - : x(b(e)); - } - function w(e, n) { - var r; - void 0 === n && (n = []); - var o = x(e), - i = o === (null == (r = e.ownerDocument) ? void 0 : r.body), - a = t(o), - s = i ? [a].concat(a.visualViewport || [], v(o) ? o : []) : o, - f = n.concat(s); - return i ? f : f.concat(w(b(s))); - } - function O(e) { - return ["table", "td", "th"].indexOf(l(e)) >= 0; - } - function j(e) { - return r(e) && "fixed" !== m(e).position ? e.offsetParent : null; - } - function E(e) { - for (var n = t(e), i = j(e); i && O(i) && "static" === m(i).position; ) - i = j(i); - return i && - ("html" === l(i) || ("body" === l(i) && "static" === m(i).position)) - ? n - : i || - (function (e) { - var t = /firefox/i.test(f()); - if (/Trident/i.test(f()) && r(e) && "fixed" === m(e).position) - return null; - var n = b(e); - for ( - o(n) && (n = n.host); - r(n) && ["html", "body"].indexOf(l(n)) < 0; - - ) { - var i = m(n); - if ( - "none" !== i.transform || - "none" !== i.perspective || - "paint" === i.contain || - -1 !== ["transform", "perspective"].indexOf(i.willChange) || - (t && "filter" === i.willChange) || - (t && i.filter && "none" !== i.filter) - ) - return n; - n = n.parentNode; - } - return null; - })(e) || - n; - } - var D = "top", - A = "bottom", - L = "right", - P = "left", - M = "auto", - k = [D, A, L, P], - W = "start", - B = "end", - H = "viewport", - T = "popper", - R = k.reduce(function (e, t) { - return e.concat([t + "-" + W, t + "-" + B]); - }, []), - S = [].concat(k, [M]).reduce(function (e, t) { - return e.concat([t, t + "-" + W, t + "-" + B]); - }, []), - V = [ - "beforeRead", - "read", - "afterRead", - "beforeMain", - "main", - "afterMain", - "beforeWrite", - "write", - "afterWrite", - ]; - function q(e) { - var t = new Map(), - n = new Set(), - r = []; - function o(e) { - n.add(e.name), - [] - .concat(e.requires || [], e.requiresIfExists || []) - .forEach(function (e) { - if (!n.has(e)) { - var r = t.get(e); - r && o(r); - } - }), - r.push(e); - } - return ( - e.forEach(function (e) { - t.set(e.name, e); - }), - e.forEach(function (e) { - n.has(e.name) || o(e); - }), - r - ); - } - function C(e) { - return e.split("-")[0]; - } - function N(e, t) { - var n = t.getRootNode && t.getRootNode(); - if (e.contains(t)) return !0; - if (n && o(n)) { - var r = t; - do { - if (r && e.isSameNode(r)) return !0; - r = r.parentNode || r.host; - } while (r); - } - return !1; - } - function I(e) { - return Object.assign({}, e, { - left: e.x, - top: e.y, - right: e.x + e.width, - bottom: e.y + e.height, - }); - } - function _(e, r, o) { - return r === H - ? I( - (function (e, n) { - var r = t(e), - o = d(e), - i = r.visualViewport, - a = o.clientWidth, - s = o.clientHeight, - f = 0, - p = 0; - if (i) { - (a = i.width), (s = i.height); - var u = c(); - (u || (!u && "fixed" === n)) && - ((f = i.offsetLeft), (p = i.offsetTop)); - } - return { width: a, height: s, x: f + h(e), y: p }; - })(e, o), - ) - : n(r) - ? (function (e, t) { - var n = p(e, !1, "fixed" === t); - return ( - (n.top = n.top + e.clientTop), - (n.left = n.left + e.clientLeft), - (n.bottom = n.top + e.clientHeight), - (n.right = n.left + e.clientWidth), - (n.width = e.clientWidth), - (n.height = e.clientHeight), - (n.x = n.left), - (n.y = n.top), - n - ); - })(r, o) - : I( - (function (e) { - var t, - n = d(e), - r = u(e), - o = null == (t = e.ownerDocument) ? void 0 : t.body, - a = i( - n.scrollWidth, - n.clientWidth, - o ? o.scrollWidth : 0, - o ? o.clientWidth : 0, - ), - s = i( - n.scrollHeight, - n.clientHeight, - o ? o.scrollHeight : 0, - o ? o.clientHeight : 0, - ), - f = -r.scrollLeft + h(e), - c = -r.scrollTop; - return ( - "rtl" === m(o || n).direction && - (f += i(n.clientWidth, o ? o.clientWidth : 0) - a), - { width: a, height: s, x: f, y: c } - ); - })(d(e)), - ); - } - function F(e, t, o, s) { - var f = - "clippingParents" === t - ? (function (e) { - var t = w(b(e)), - o = - ["absolute", "fixed"].indexOf(m(e).position) >= 0 && r(e) - ? E(e) - : e; - return n(o) - ? t.filter(function (e) { - return n(e) && N(e, o) && "body" !== l(e); - }) - : []; - })(e) - : [].concat(t), - c = [].concat(f, [o]), - p = c[0], - u = c.reduce( - function (t, n) { - var r = _(e, n, s); - return ( - (t.top = i(r.top, t.top)), - (t.right = a(r.right, t.right)), - (t.bottom = a(r.bottom, t.bottom)), - (t.left = i(r.left, t.left)), - t - ); - }, - _(e, p, s), - ); - return ( - (u.width = u.right - u.left), - (u.height = u.bottom - u.top), - (u.x = u.left), - (u.y = u.top), - u - ); - } - function U(e) { - return e.split("-")[1]; - } - function z(e) { - return ["top", "bottom"].indexOf(e) >= 0 ? "x" : "y"; - } - function X(e) { - var t, - n = e.reference, - r = e.element, - o = e.placement, - i = o ? C(o) : null, - a = o ? U(o) : null, - s = n.x + n.width / 2 - r.width / 2, - f = n.y + n.height / 2 - r.height / 2; - switch (i) { - case D: - t = { x: s, y: n.y - r.height }; - break; - case A: - t = { x: s, y: n.y + n.height }; - break; - case L: - t = { x: n.x + n.width, y: f }; - break; - case P: - t = { x: n.x - r.width, y: f }; - break; - default: - t = { x: n.x, y: n.y }; - } - var c = i ? z(i) : null; - if (null != c) { - var p = "y" === c ? "height" : "width"; - switch (a) { - case W: - t[c] = t[c] - (n[p] / 2 - r[p] / 2); - break; - case B: - t[c] = t[c] + (n[p] / 2 - r[p] / 2); - } - } - return t; - } - function Y(e) { - return Object.assign({}, { top: 0, right: 0, bottom: 0, left: 0 }, e); - } - function G(e, t) { - return t.reduce(function (t, n) { - return (t[n] = e), t; - }, {}); - } - function J(e, t) { - void 0 === t && (t = {}); - var r = t, - o = r.placement, - i = void 0 === o ? e.placement : o, - a = r.strategy, - s = void 0 === a ? e.strategy : a, - f = r.boundary, - c = void 0 === f ? "clippingParents" : f, - u = r.rootBoundary, - l = void 0 === u ? H : u, - h = r.elementContext, - m = void 0 === h ? T : h, - v = r.altBoundary, - y = void 0 !== v && v, - g = r.padding, - b = void 0 === g ? 0 : g, - x = Y("number" != typeof b ? b : G(b, k)), - w = m === T ? "reference" : T, - O = e.rects.popper, - j = e.elements[y ? w : m], - E = F(n(j) ? j : j.contextElement || d(e.elements.popper), c, l, s), - P = p(e.elements.reference), - M = X({ reference: P, element: O, strategy: "absolute", placement: i }), - W = I(Object.assign({}, O, M)), - B = m === T ? W : P, - R = { - top: E.top - B.top + x.top, - bottom: B.bottom - E.bottom + x.bottom, - left: E.left - B.left + x.left, - right: B.right - E.right + x.right, - }, - S = e.modifiersData.offset; - if (m === T && S) { - var V = S[i]; - Object.keys(R).forEach(function (e) { - var t = [L, A].indexOf(e) >= 0 ? 1 : -1, - n = [D, A].indexOf(e) >= 0 ? "y" : "x"; - R[e] += V[n] * t; - }); - } - return R; - } - var K = { placement: "bottom", modifiers: [], strategy: "absolute" }; - function Q() { - for (var e = arguments.length, t = new Array(e), n = 0; n < e; n++) - t[n] = arguments[n]; - return !t.some(function (e) { - return !(e && "function" == typeof e.getBoundingClientRect); - }); - } - function Z(e) { - void 0 === e && (e = {}); - var t = e, - r = t.defaultModifiers, - o = void 0 === r ? [] : r, - i = t.defaultOptions, - a = void 0 === i ? K : i; - return function (e, t, r) { - void 0 === r && (r = a); - var i, - s, - f = { - placement: "bottom", - orderedModifiers: [], - options: Object.assign({}, K, a), - modifiersData: {}, - elements: { reference: e, popper: t }, - attributes: {}, - styles: {}, - }, - c = [], - p = !1, - u = { - state: f, - setOptions: function (r) { - var i = "function" == typeof r ? r(f.options) : r; - l(), - (f.options = Object.assign({}, a, f.options, i)), - (f.scrollParents = { - reference: n(e) - ? w(e) - : e.contextElement - ? w(e.contextElement) - : [], - popper: w(t), - }); - var s, - p, - d = (function (e) { - var t = q(e); - return V.reduce(function (e, n) { - return e.concat( - t.filter(function (e) { - return e.phase === n; - }), - ); - }, []); - })( - ((s = [].concat(o, f.options.modifiers)), - (p = s.reduce(function (e, t) { - var n = e[t.name]; - return ( - (e[t.name] = n - ? Object.assign({}, n, t, { - options: Object.assign({}, n.options, t.options), - data: Object.assign({}, n.data, t.data), - }) - : t), - e - ); - }, {})), - Object.keys(p).map(function (e) { - return p[e]; - })), - ); - return ( - (f.orderedModifiers = d.filter(function (e) { - return e.enabled; - })), - f.orderedModifiers.forEach(function (e) { - var t = e.name, - n = e.options, - r = void 0 === n ? {} : n, - o = e.effect; - if ("function" == typeof o) { - var i = o({ state: f, name: t, instance: u, options: r }), - a = function () {}; - c.push(i || a); - } - }), - u.update() - ); - }, - forceUpdate: function () { - if (!p) { - var e = f.elements, - t = e.reference, - n = e.popper; - if (Q(t, n)) { - (f.rects = { - reference: y(t, E(n), "fixed" === f.options.strategy), - popper: g(n), - }), - (f.reset = !1), - (f.placement = f.options.placement), - f.orderedModifiers.forEach(function (e) { - return (f.modifiersData[e.name] = Object.assign( - {}, - e.data, - )); - }); - for (var r = 0; r < f.orderedModifiers.length; r++) - if (!0 !== f.reset) { - var o = f.orderedModifiers[r], - i = o.fn, - a = o.options, - s = void 0 === a ? {} : a, - c = o.name; - "function" == typeof i && - (f = - i({ state: f, options: s, name: c, instance: u }) || f); - } else (f.reset = !1), (r = -1); - } - } - }, - update: - ((i = function () { - return new Promise(function (e) { - u.forceUpdate(), e(f); - }); - }), - function () { - return ( - s || - (s = new Promise(function (e) { - Promise.resolve().then(function () { - (s = void 0), e(i()); - }); - })), - s - ); - }), - destroy: function () { - l(), (p = !0); - }, - }; - if (!Q(e, t)) return u; - function l() { - c.forEach(function (e) { - return e(); - }), - (c = []); - } - return ( - u.setOptions(r).then(function (e) { - !p && r.onFirstUpdate && r.onFirstUpdate(e); - }), - u - ); - }; - } - var $ = { passive: !0 }; - var ee = { - name: "eventListeners", - enabled: !0, - phase: "write", - fn: function () {}, - effect: function (e) { - var n = e.state, - r = e.instance, - o = e.options, - i = o.scroll, - a = void 0 === i || i, - s = o.resize, - f = void 0 === s || s, - c = t(n.elements.popper), - p = [].concat(n.scrollParents.reference, n.scrollParents.popper); - return ( - a && - p.forEach(function (e) { - e.addEventListener("scroll", r.update, $); - }), - f && c.addEventListener("resize", r.update, $), - function () { - a && - p.forEach(function (e) { - e.removeEventListener("scroll", r.update, $); - }), - f && c.removeEventListener("resize", r.update, $); - } - ); - }, - data: {}, - }; - var te = { - name: "popperOffsets", - enabled: !0, - phase: "read", - fn: function (e) { - var t = e.state, - n = e.name; - t.modifiersData[n] = X({ - reference: t.rects.reference, - element: t.rects.popper, - strategy: "absolute", - placement: t.placement, - }); - }, - data: {}, - }, - ne = { top: "auto", right: "auto", bottom: "auto", left: "auto" }; - function re(e) { - var n, - r = e.popper, - o = e.popperRect, - i = e.placement, - a = e.variation, - f = e.offsets, - c = e.position, - p = e.gpuAcceleration, - u = e.adaptive, - l = e.roundOffsets, - h = e.isFixed, - v = f.x, - y = void 0 === v ? 0 : v, - g = f.y, - b = void 0 === g ? 0 : g, - x = "function" == typeof l ? l({ x: y, y: b }) : { x: y, y: b }; - (y = x.x), (b = x.y); - var w = f.hasOwnProperty("x"), - O = f.hasOwnProperty("y"), - j = P, - M = D, - k = window; - if (u) { - var W = E(r), - H = "clientHeight", - T = "clientWidth"; - if ( - (W === t(r) && - "static" !== m((W = d(r))).position && - "absolute" === c && - ((H = "scrollHeight"), (T = "scrollWidth")), - (W = W), - i === D || ((i === P || i === L) && a === B)) - ) - (M = A), - (b -= - (h && W === k && k.visualViewport - ? k.visualViewport.height - : W[H]) - o.height), - (b *= p ? 1 : -1); - if (i === P || ((i === D || i === A) && a === B)) - (j = L), - (y -= - (h && W === k && k.visualViewport ? k.visualViewport.width : W[T]) - - o.width), - (y *= p ? 1 : -1); - } - var R, - S = Object.assign({ position: c }, u && ne), - V = - !0 === l - ? (function (e, t) { - var n = e.x, - r = e.y, - o = t.devicePixelRatio || 1; - return { x: s(n * o) / o || 0, y: s(r * o) / o || 0 }; - })({ x: y, y: b }, t(r)) - : { x: y, y: b }; - return ( - (y = V.x), - (b = V.y), - p - ? Object.assign( - {}, - S, - (((R = {})[M] = O ? "0" : ""), - (R[j] = w ? "0" : ""), - (R.transform = - (k.devicePixelRatio || 1) <= 1 - ? "translate(" + y + "px, " + b + "px)" - : "translate3d(" + y + "px, " + b + "px, 0)"), - R), - ) - : Object.assign( - {}, - S, - (((n = {})[M] = O ? b + "px" : ""), - (n[j] = w ? y + "px" : ""), - (n.transform = ""), - n), - ) - ); - } - var oe = { - name: "computeStyles", - enabled: !0, - phase: "beforeWrite", - fn: function (e) { - var t = e.state, - n = e.options, - r = n.gpuAcceleration, - o = void 0 === r || r, - i = n.adaptive, - a = void 0 === i || i, - s = n.roundOffsets, - f = void 0 === s || s, - c = { - placement: C(t.placement), - variation: U(t.placement), - popper: t.elements.popper, - popperRect: t.rects.popper, - gpuAcceleration: o, - isFixed: "fixed" === t.options.strategy, - }; - null != t.modifiersData.popperOffsets && - (t.styles.popper = Object.assign( - {}, - t.styles.popper, - re( - Object.assign({}, c, { - offsets: t.modifiersData.popperOffsets, - position: t.options.strategy, - adaptive: a, - roundOffsets: f, - }), - ), - )), - null != t.modifiersData.arrow && - (t.styles.arrow = Object.assign( - {}, - t.styles.arrow, - re( - Object.assign({}, c, { - offsets: t.modifiersData.arrow, - position: "absolute", - adaptive: !1, - roundOffsets: f, - }), - ), - )), - (t.attributes.popper = Object.assign({}, t.attributes.popper, { - "data-popper-placement": t.placement, - })); - }, - data: {}, - }; - var ie = { - name: "applyStyles", - enabled: !0, - phase: "write", - fn: function (e) { - var t = e.state; - Object.keys(t.elements).forEach(function (e) { - var n = t.styles[e] || {}, - o = t.attributes[e] || {}, - i = t.elements[e]; - r(i) && - l(i) && - (Object.assign(i.style, n), - Object.keys(o).forEach(function (e) { - var t = o[e]; - !1 === t - ? i.removeAttribute(e) - : i.setAttribute(e, !0 === t ? "" : t); - })); - }); - }, - effect: function (e) { - var t = e.state, - n = { - popper: { - position: t.options.strategy, - left: "0", - top: "0", - margin: "0", - }, - arrow: { position: "absolute" }, - reference: {}, - }; - return ( - Object.assign(t.elements.popper.style, n.popper), - (t.styles = n), - t.elements.arrow && Object.assign(t.elements.arrow.style, n.arrow), - function () { - Object.keys(t.elements).forEach(function (e) { - var o = t.elements[e], - i = t.attributes[e] || {}, - a = Object.keys( - t.styles.hasOwnProperty(e) ? t.styles[e] : n[e], - ).reduce(function (e, t) { - return (e[t] = ""), e; - }, {}); - r(o) && - l(o) && - (Object.assign(o.style, a), - Object.keys(i).forEach(function (e) { - o.removeAttribute(e); - })); - }); - } - ); - }, - requires: ["computeStyles"], - }; - var ae = { - name: "offset", - enabled: !0, - phase: "main", - requires: ["popperOffsets"], - fn: function (e) { - var t = e.state, - n = e.options, - r = e.name, - o = n.offset, - i = void 0 === o ? [0, 0] : o, - a = S.reduce(function (e, n) { - return ( - (e[n] = (function (e, t, n) { - var r = C(e), - o = [P, D].indexOf(r) >= 0 ? -1 : 1, - i = - "function" == typeof n - ? n(Object.assign({}, t, { placement: e })) - : n, - a = i[0], - s = i[1]; - return ( - (a = a || 0), - (s = (s || 0) * o), - [P, L].indexOf(r) >= 0 ? { x: s, y: a } : { x: a, y: s } - ); - })(n, t.rects, i)), - e - ); - }, {}), - s = a[t.placement], - f = s.x, - c = s.y; - null != t.modifiersData.popperOffsets && - ((t.modifiersData.popperOffsets.x += f), - (t.modifiersData.popperOffsets.y += c)), - (t.modifiersData[r] = a); - }, - }, - se = { left: "right", right: "left", bottom: "top", top: "bottom" }; - function fe(e) { - return e.replace(/left|right|bottom|top/g, function (e) { - return se[e]; - }); - } - var ce = { start: "end", end: "start" }; - function pe(e) { - return e.replace(/start|end/g, function (e) { - return ce[e]; - }); - } - function ue(e, t) { - void 0 === t && (t = {}); - var n = t, - r = n.placement, - o = n.boundary, - i = n.rootBoundary, - a = n.padding, - s = n.flipVariations, - f = n.allowedAutoPlacements, - c = void 0 === f ? S : f, - p = U(r), - u = p - ? s - ? R - : R.filter(function (e) { - return U(e) === p; - }) - : k, - l = u.filter(function (e) { - return c.indexOf(e) >= 0; - }); - 0 === l.length && (l = u); - var d = l.reduce(function (t, n) { - return ( - (t[n] = J(e, { - placement: n, - boundary: o, - rootBoundary: i, - padding: a, - })[C(n)]), - t - ); - }, {}); - return Object.keys(d).sort(function (e, t) { - return d[e] - d[t]; - }); - } - var le = { - name: "flip", - enabled: !0, - phase: "main", - fn: function (e) { - var t = e.state, - n = e.options, - r = e.name; - if (!t.modifiersData[r]._skip) { - for ( - var o = n.mainAxis, - i = void 0 === o || o, - a = n.altAxis, - s = void 0 === a || a, - f = n.fallbackPlacements, - c = n.padding, - p = n.boundary, - u = n.rootBoundary, - l = n.altBoundary, - d = n.flipVariations, - h = void 0 === d || d, - m = n.allowedAutoPlacements, - v = t.options.placement, - y = C(v), - g = - f || - (y === v || !h - ? [fe(v)] - : (function (e) { - if (C(e) === M) return []; - var t = fe(e); - return [pe(e), t, pe(t)]; - })(v)), - b = [v].concat(g).reduce(function (e, n) { - return e.concat( - C(n) === M - ? ue(t, { - placement: n, - boundary: p, - rootBoundary: u, - padding: c, - flipVariations: h, - allowedAutoPlacements: m, - }) - : n, - ); - }, []), - x = t.rects.reference, - w = t.rects.popper, - O = new Map(), - j = !0, - E = b[0], - k = 0; - k < b.length; - k++ - ) { - var B = b[k], - H = C(B), - T = U(B) === W, - R = [D, A].indexOf(H) >= 0, - S = R ? "width" : "height", - V = J(t, { - placement: B, - boundary: p, - rootBoundary: u, - altBoundary: l, - padding: c, - }), - q = R ? (T ? L : P) : T ? A : D; - x[S] > w[S] && (q = fe(q)); - var N = fe(q), - I = []; - if ( - (i && I.push(V[H] <= 0), - s && I.push(V[q] <= 0, V[N] <= 0), - I.every(function (e) { - return e; - })) - ) { - (E = B), (j = !1); - break; - } - O.set(B, I); - } - if (j) - for ( - var _ = function (e) { - var t = b.find(function (t) { - var n = O.get(t); - if (n) - return n.slice(0, e).every(function (e) { - return e; - }); - }); - if (t) return (E = t), "break"; - }, - F = h ? 3 : 1; - F > 0; - F-- - ) { - if ("break" === _(F)) break; - } - t.placement !== E && - ((t.modifiersData[r]._skip = !0), (t.placement = E), (t.reset = !0)); - } - }, - requiresIfExists: ["offset"], - data: { _skip: !1 }, - }; - function de(e, t, n) { - return i(e, a(t, n)); - } - var he = { - name: "preventOverflow", - enabled: !0, - phase: "main", - fn: function (e) { - var t = e.state, - n = e.options, - r = e.name, - o = n.mainAxis, - s = void 0 === o || o, - f = n.altAxis, - c = void 0 !== f && f, - p = n.boundary, - u = n.rootBoundary, - l = n.altBoundary, - d = n.padding, - h = n.tether, - m = void 0 === h || h, - v = n.tetherOffset, - y = void 0 === v ? 0 : v, - b = J(t, { boundary: p, rootBoundary: u, padding: d, altBoundary: l }), - x = C(t.placement), - w = U(t.placement), - O = !w, - j = z(x), - M = "x" === j ? "y" : "x", - k = t.modifiersData.popperOffsets, - B = t.rects.reference, - H = t.rects.popper, - T = - "function" == typeof y - ? y(Object.assign({}, t.rects, { placement: t.placement })) - : y, - R = - "number" == typeof T - ? { mainAxis: T, altAxis: T } - : Object.assign({ mainAxis: 0, altAxis: 0 }, T), - S = t.modifiersData.offset ? t.modifiersData.offset[t.placement] : null, - V = { x: 0, y: 0 }; - if (k) { - if (s) { - var q, - N = "y" === j ? D : P, - I = "y" === j ? A : L, - _ = "y" === j ? "height" : "width", - F = k[j], - X = F + b[N], - Y = F - b[I], - G = m ? -H[_] / 2 : 0, - K = w === W ? B[_] : H[_], - Q = w === W ? -H[_] : -B[_], - Z = t.elements.arrow, - $ = m && Z ? g(Z) : { width: 0, height: 0 }, - ee = t.modifiersData["arrow#persistent"] - ? t.modifiersData["arrow#persistent"].padding - : { top: 0, right: 0, bottom: 0, left: 0 }, - te = ee[N], - ne = ee[I], - re = de(0, B[_], $[_]), - oe = O - ? B[_] / 2 - G - re - te - R.mainAxis - : K - re - te - R.mainAxis, - ie = O - ? -B[_] / 2 + G + re + ne + R.mainAxis - : Q + re + ne + R.mainAxis, - ae = t.elements.arrow && E(t.elements.arrow), - se = ae ? ("y" === j ? ae.clientTop || 0 : ae.clientLeft || 0) : 0, - fe = null != (q = null == S ? void 0 : S[j]) ? q : 0, - ce = F + ie - fe, - pe = de(m ? a(X, F + oe - fe - se) : X, F, m ? i(Y, ce) : Y); - (k[j] = pe), (V[j] = pe - F); - } - if (c) { - var ue, - le = "x" === j ? D : P, - he = "x" === j ? A : L, - me = k[M], - ve = "y" === M ? "height" : "width", - ye = me + b[le], - ge = me - b[he], - be = -1 !== [D, P].indexOf(x), - xe = null != (ue = null == S ? void 0 : S[M]) ? ue : 0, - we = be ? ye : me - B[ve] - H[ve] - xe + R.altAxis, - Oe = be ? me + B[ve] + H[ve] - xe - R.altAxis : ge, - je = - m && be - ? (function (e, t, n) { - var r = de(e, t, n); - return r > n ? n : r; - })(we, me, Oe) - : de(m ? we : ye, me, m ? Oe : ge); - (k[M] = je), (V[M] = je - me); - } - t.modifiersData[r] = V; - } - }, - requiresIfExists: ["offset"], - }; - var me = { - name: "arrow", - enabled: !0, - phase: "main", - fn: function (e) { - var t, - n = e.state, - r = e.name, - o = e.options, - i = n.elements.arrow, - a = n.modifiersData.popperOffsets, - s = C(n.placement), - f = z(s), - c = [P, L].indexOf(s) >= 0 ? "height" : "width"; - if (i && a) { - var p = (function (e, t) { - return Y( - "number" != - typeof (e = - "function" == typeof e - ? e(Object.assign({}, t.rects, { placement: t.placement })) - : e) - ? e - : G(e, k), - ); - })(o.padding, n), - u = g(i), - l = "y" === f ? D : P, - d = "y" === f ? A : L, - h = - n.rects.reference[c] + - n.rects.reference[f] - - a[f] - - n.rects.popper[c], - m = a[f] - n.rects.reference[f], - v = E(i), - y = v ? ("y" === f ? v.clientHeight || 0 : v.clientWidth || 0) : 0, - b = h / 2 - m / 2, - x = p[l], - w = y - u[c] - p[d], - O = y / 2 - u[c] / 2 + b, - j = de(x, O, w), - M = f; - n.modifiersData[r] = (((t = {})[M] = j), (t.centerOffset = j - O), t); - } - }, - effect: function (e) { - var t = e.state, - n = e.options.element, - r = void 0 === n ? "[data-popper-arrow]" : n; - null != r && - ("string" != typeof r || (r = t.elements.popper.querySelector(r))) && - N(t.elements.popper, r) && - (t.elements.arrow = r); - }, - requires: ["popperOffsets"], - requiresIfExists: ["preventOverflow"], - }; - function ve(e, t, n) { - return ( - void 0 === n && (n = { x: 0, y: 0 }), - { - top: e.top - t.height - n.y, - right: e.right - t.width + n.x, - bottom: e.bottom - t.height + n.y, - left: e.left - t.width - n.x, - } - ); - } - function ye(e) { - return [D, L, A, P].some(function (t) { - return e[t] >= 0; - }); - } - var ge = { - name: "hide", - enabled: !0, - phase: "main", - requiresIfExists: ["preventOverflow"], - fn: function (e) { - var t = e.state, - n = e.name, - r = t.rects.reference, - o = t.rects.popper, - i = t.modifiersData.preventOverflow, - a = J(t, { elementContext: "reference" }), - s = J(t, { altBoundary: !0 }), - f = ve(a, r), - c = ve(s, o, i), - p = ye(f), - u = ye(c); - (t.modifiersData[n] = { - referenceClippingOffsets: f, - popperEscapeOffsets: c, - isReferenceHidden: p, - hasPopperEscaped: u, - }), - (t.attributes.popper = Object.assign({}, t.attributes.popper, { - "data-popper-reference-hidden": p, - "data-popper-escaped": u, - })); - }, - }, - be = Z({ defaultModifiers: [ee, te, oe, ie] }), - xe = [ee, te, oe, ie, ae, le, he, me, ge], - we = Z({ defaultModifiers: xe }); - (e.applyStyles = ie), - (e.arrow = me), - (e.computeStyles = oe), - (e.createPopper = we), - (e.createPopperLite = be), - (e.defaultModifiers = xe), - (e.detectOverflow = J), - (e.eventListeners = ee), - (e.flip = le), - (e.hide = ge), - (e.offset = ae), - (e.popperGenerator = Z), - (e.popperOffsets = te), - (e.preventOverflow = he), - Object.defineProperty(e, "__esModule", { value: !0 }); -}); diff --git a/docs/index_files/libs/quarto-html/quarto-html.min.css b/docs/index_files/libs/quarto-html/quarto-html.min.css deleted file mode 100644 index 8b137891..00000000 --- a/docs/index_files/libs/quarto-html/quarto-html.min.css +++ /dev/null @@ -1 +0,0 @@ - diff --git a/docs/index_files/libs/quarto-html/quarto-syntax-highlighting.css b/docs/index_files/libs/quarto-html/quarto-syntax-highlighting.css deleted file mode 100644 index 5e099e1b..00000000 --- a/docs/index_files/libs/quarto-html/quarto-syntax-highlighting.css +++ /dev/null @@ -1,206 +0,0 @@ -/* quarto syntax highlight colors */ -:root { - --quarto-hl-ot-color: #003b4f; - --quarto-hl-at-color: #657422; - --quarto-hl-ss-color: #20794d; - --quarto-hl-an-color: #5e5e5e; - --quarto-hl-fu-color: #4758ab; - --quarto-hl-st-color: #20794d; - --quarto-hl-cf-color: #003b4f; - --quarto-hl-op-color: #5e5e5e; - --quarto-hl-er-color: #ad0000; - --quarto-hl-bn-color: #ad0000; - --quarto-hl-al-color: #ad0000; - --quarto-hl-va-color: #111111; - --quarto-hl-bu-color: inherit; - --quarto-hl-ex-color: inherit; - --quarto-hl-pp-color: #ad0000; - --quarto-hl-in-color: #5e5e5e; - --quarto-hl-vs-color: #20794d; - --quarto-hl-wa-color: #5e5e5e; - --quarto-hl-do-color: #5e5e5e; - --quarto-hl-im-color: #00769e; - --quarto-hl-ch-color: #20794d; - --quarto-hl-dt-color: #ad0000; - --quarto-hl-fl-color: #ad0000; - --quarto-hl-co-color: #5e5e5e; - --quarto-hl-cv-color: #5e5e5e; - --quarto-hl-cn-color: #8f5902; - --quarto-hl-sc-color: #5e5e5e; - --quarto-hl-dv-color: #ad0000; - --quarto-hl-kw-color: #003b4f; -} - -/* other quarto variables */ -:root { - --quarto-font-monospace: SFMono-Regular, Menlo, Monaco, Consolas, - "Liberation Mono", "Courier New", monospace; -} - -pre > code.sourceCode > span { - color: #003b4f; -} - -code span { - color: #003b4f; -} - -code.sourceCode > span { - color: #003b4f; -} - -div.sourceCode, -div.sourceCode pre.sourceCode { - color: #003b4f; -} - -code span.ot { - color: #003b4f; - font-style: inherit; -} - -code span.at { - color: #657422; - font-style: inherit; -} - -code span.ss { - color: #20794d; - font-style: inherit; -} - -code span.an { - color: #5e5e5e; - font-style: inherit; -} - -code span.fu { - color: #4758ab; - font-style: inherit; -} - -code span.st { - color: #20794d; - font-style: inherit; -} - -code span.cf { - color: #003b4f; - font-weight: bold; - font-style: inherit; -} - -code span.op { - color: #5e5e5e; - font-style: inherit; -} - -code span.er { - color: #ad0000; - font-style: inherit; -} - -code span.bn { - color: #ad0000; - font-style: inherit; -} - -code span.al { - color: #ad0000; - font-style: inherit; -} - -code span.va { - color: #111111; - font-style: inherit; -} - -code span.bu { - font-style: inherit; -} - -code span.ex { - font-style: inherit; -} - -code span.pp { - color: #ad0000; - font-style: inherit; -} - -code span.in { - color: #5e5e5e; - font-style: inherit; -} - -code span.vs { - color: #20794d; - font-style: inherit; -} - -code span.wa { - color: #5e5e5e; - font-style: italic; -} - -code span.do { - color: #5e5e5e; - font-style: italic; -} - -code span.im { - color: #00769e; - font-style: inherit; -} - -code span.ch { - color: #20794d; - font-style: inherit; -} - -code span.dt { - color: #ad0000; - font-style: inherit; -} - -code span.fl { - color: #ad0000; - font-style: inherit; -} - -code span.co { - color: #5e5e5e; - font-style: inherit; -} - -code span.cv { - color: #5e5e5e; - font-style: italic; -} - -code span.cn { - color: #8f5902; - font-style: inherit; -} - -code span.sc { - color: #5e5e5e; - font-style: inherit; -} - -code span.dv { - color: #ad0000; - font-style: inherit; -} - -code span.kw { - color: #003b4f; - font-weight: bold; - font-style: inherit; -} - -.prevent-inlining { - content: " !el.hasAttribute("disabled") && !el.getAttribute("aria-hidden"), - ); - }; - - /** - * Remove roles and attributes from a tab and its content - * @param {Node} tab The tab - * @param {Node} content The tab content - * @param {Object} settings User settings and options - */ - var destroyTab = function (tab, content, settings) { - // Remove the generated ID - if (tab.id.slice(0, settings.idPrefix.length) === settings.idPrefix) { - tab.id = ""; - } - - // remove event listener - tab.removeEventListener("focus", focusHandler, true); - - // Remove roles - tab.removeAttribute("role"); - tab.removeAttribute("aria-controls"); - tab.removeAttribute("aria-selected"); - tab.removeAttribute("tabindex"); - tab.closest("li").removeAttribute("role"); - content.removeAttribute("role"); - content.removeAttribute("aria-labelledby"); - content.removeAttribute("hidden"); - }; - - /** - * Add the required roles and attributes to a tab and its content - * @param {Node} tab The tab - * @param {Node} content The tab content - * @param {Object} settings User settings and options - */ - var setupTab = function (tab, content, settings) { - // Give tab an ID if it doesn't already have one - if (!tab.id) { - tab.id = settings.idPrefix + content.id; - } - - // Add roles - tab.setAttribute("role", "tab"); - tab.setAttribute("aria-controls", content.id); - tab.closest("li").setAttribute("role", "presentation"); - content.setAttribute("role", "tabpanel"); - content.setAttribute("aria-labelledby", tab.id); - - // Add selected state - if (tab.matches(settings.default)) { - tab.setAttribute("aria-selected", "true"); - } else { - tab.setAttribute("aria-selected", "false"); - content.setAttribute("hidden", "hidden"); - } - - // add focus event listender - tab.addEventListener("focus", focusHandler); - }; - - /** - * Hide a tab and its content - * @param {Node} newTab The new tab that's replacing it - */ - var hide = function (newTab) { - // Variables - var tabGroup = newTab.closest('[role="tablist"]'); - if (!tabGroup) return {}; - var tab = tabGroup.querySelector('[role="tab"][aria-selected="true"]'); - if (!tab) return {}; - var content = document.querySelector(tab.hash); - - // Hide the tab - tab.setAttribute("aria-selected", "false"); - - // Hide the content - if (!content) return { previousTab: tab }; - content.setAttribute("hidden", "hidden"); - - // Return the hidden tab and content - return { - previousTab: tab, - previousContent: content, - }; - }; - - /** - * Show a tab and its content - * @param {Node} tab The tab - * @param {Node} content The tab content - */ - var show = function (tab, content) { - tab.setAttribute("aria-selected", "true"); - content.removeAttribute("hidden"); - tab.focus(); - }; - - /** - * Toggle a new tab - * @param {Node} tab The tab to show - */ - var toggle = function (tab) { - // Make sure there's a tab to toggle and it's not already active - if (!tab || tab.getAttribute("aria-selected") == "true") return; - - // Variables - var content = document.querySelector(tab.hash); - if (!content) return; - - // Hide active tab and content - var details = hide(tab); - - // Show new tab and content - show(tab, content); - - // Add event details - details.tab = tab; - details.content = content; - - // Emit a custom event - emitEvent(tab, details); - }; - - /** - * Get all of the tabs in a tablist - * @param {Node} tab A tab from the list - * @return {Object} The tabs and the index of the currently active one - */ - var getTabsMap = function (tab) { - var tabGroup = tab.closest('[role="tablist"]'); - var tabs = tabGroup ? tabGroup.querySelectorAll('[role="tab"]') : null; - if (!tabs) return; - return { - tabs: tabs, - index: Array.prototype.indexOf.call(tabs, tab), - }; - }; - - /** - * Switch the active tab based on keyboard activity - * @param {Node} tab The currently active tab - * @param {Key} key The key that was pressed - */ - var switchTabs = function (tab, key) { - // Get a map of tabs - var map = getTabsMap(tab); - if (!map) return; - var length = map.tabs.length - 1; - var index; - - // Go to previous tab - if (["ArrowUp", "ArrowLeft", "Up", "Left"].indexOf(key) > -1) { - index = map.index < 1 ? length : map.index - 1; - } - - // Go to next tab - else if (["ArrowDown", "ArrowRight", "Down", "Right"].indexOf(key) > -1) { - index = map.index === length ? 0 : map.index + 1; - } - - // Go to home - else if (key === "Home") { - index = 0; - } - - // Go to end - else if (key === "End") { - index = length; - } - - // Toggle the tab - toggle(map.tabs[index]); - }; - - /** - * Create the Constructor object - */ - var Constructor = function (selector, options) { - // - // Variables - // - - var publicAPIs = {}; - var settings, tabWrapper; - - // - // Methods - // - - publicAPIs.destroy = function () { - // Get all tabs - var tabs = tabWrapper.querySelectorAll("a"); - - // Add roles to tabs - Array.prototype.forEach.call(tabs, function (tab) { - // Get the tab content - var content = document.querySelector(tab.hash); - if (!content) return; - - // Setup the tab - destroyTab(tab, content, settings); - }); - - // Remove role from wrapper - tabWrapper.removeAttribute("role"); - - // Remove event listeners - document.documentElement.removeEventListener( - "click", - clickHandler, - true, - ); - tabWrapper.removeEventListener("keydown", keyHandler, true); - - // Reset variables - settings = null; - tabWrapper = null; - }; - - /** - * Setup the DOM with the proper attributes - */ - publicAPIs.setup = function () { - // Variables - tabWrapper = document.querySelector(selector); - if (!tabWrapper) return; - var tabs = tabWrapper.querySelectorAll("a"); - - // Add role to wrapper - tabWrapper.setAttribute("role", "tablist"); - - // Add roles to tabs. provide dynanmic tab indexes if we are within reveal - var contentTabindexes = - window.document.body.classList.contains("reveal-viewport"); - var nextTabindex = 1; - Array.prototype.forEach.call(tabs, function (tab) { - if (contentTabindexes) { - tab.setAttribute("tabindex", "" + nextTabindex++); - } else { - tab.setAttribute("tabindex", "0"); - } - - // Get the tab content - var content = document.querySelector(tab.hash); - if (!content) return; - - // set tab indexes for content - if (contentTabindexes) { - getKeyboardFocusableElements(content).forEach(function (el) { - el.setAttribute("tabindex", "" + nextTabindex++); - }); - } - - // Setup the tab - setupTab(tab, content, settings); - }); - }; - - /** - * Toggle a tab based on an ID - * @param {String|Node} id The tab to toggle - */ - publicAPIs.toggle = function (id) { - // Get the tab - var tab = id; - if (typeof id === "string") { - tab = document.querySelector( - selector + ' [role="tab"][href*="' + id + '"]', - ); - } - - // Toggle the tab - toggle(tab); - }; - - /** - * Handle click events - */ - var clickHandler = function (event) { - // Only run on toggles - var tab = event.target.closest(selector + ' [role="tab"]'); - if (!tab) return; - - // Prevent link behavior - event.preventDefault(); - - // Toggle the tab - toggle(tab); - }; - - /** - * Handle keydown events - */ - var keyHandler = function (event) { - // Only run if a tab is in focus - var tab = document.activeElement; - if (!tab.matches(selector + ' [role="tab"]')) return; - - // Only run for specific keys - if (["Home", "End"].indexOf(event.key) < 0) return; - - // Switch tabs - switchTabs(tab, event.key); - }; - - /** - * Initialize the instance - */ - var init = function () { - // Merge user options with defaults - settings = extend(defaults, options || {}); - - // Setup the DOM - publicAPIs.setup(); - - // Add event listeners - document.documentElement.addEventListener("click", clickHandler, true); - tabWrapper.addEventListener("keydown", keyHandler, true); - }; - - // - // Initialize and return the Public APIs - // - - init(); - return publicAPIs; - }; - - // - // Return the Constructor - // - - return Constructor; - }, -); diff --git a/docs/index_files/libs/quarto-html/tippy.css b/docs/index_files/libs/quarto-html/tippy.css deleted file mode 100644 index 116782ac..00000000 --- a/docs/index_files/libs/quarto-html/tippy.css +++ /dev/null @@ -1,74 +0,0 @@ -.tippy-box[data-animation="fade"][data-state="hidden"] { - opacity: 0; -} -[data-tippy-root] { - max-width: calc(100vw - 10px); -} -.tippy-box { - position: relative; - background-color: #333; - color: #fff; - border-radius: 4px; - font-size: 14px; - line-height: 1.4; - white-space: normal; - outline: 0; - transition-property: transform, visibility, opacity; -} -.tippy-box[data-placement^="top"] > .tippy-arrow { - bottom: 0; -} -.tippy-box[data-placement^="top"] > .tippy-arrow:before { - bottom: -7px; - left: 0; - border-width: 8px 8px 0; - border-top-color: initial; - transform-origin: center top; -} -.tippy-box[data-placement^="bottom"] > .tippy-arrow { - top: 0; -} -.tippy-box[data-placement^="bottom"] > .tippy-arrow:before { - top: -7px; - left: 0; - border-width: 0 8px 8px; - border-bottom-color: initial; - transform-origin: center bottom; -} -.tippy-box[data-placement^="left"] > .tippy-arrow { - right: 0; -} -.tippy-box[data-placement^="left"] > .tippy-arrow:before { - border-width: 8px 0 8px 8px; - border-left-color: initial; - right: -7px; - transform-origin: center left; -} -.tippy-box[data-placement^="right"] > .tippy-arrow { - left: 0; -} -.tippy-box[data-placement^="right"] > .tippy-arrow:before { - left: -7px; - border-width: 8px 8px 8px 0; - border-right-color: initial; - transform-origin: center right; -} -.tippy-box[data-inertia][data-state="visible"] { - transition-timing-function: cubic-bezier(0.54, 1.5, 0.38, 1.11); -} -.tippy-arrow { - width: 16px; - height: 16px; - color: #333; -} -.tippy-arrow:before { - content: ""; - position: absolute; - border-color: transparent; - border-style: solid; -} -.tippy-content { - position: relative; - padding: 5px 9px; - z-index: 1; -} diff --git a/docs/index_files/libs/quarto-html/tippy.umd.min.js b/docs/index_files/libs/quarto-html/tippy.umd.min.js deleted file mode 100644 index 42f818fa..00000000 --- a/docs/index_files/libs/quarto-html/tippy.umd.min.js +++ /dev/null @@ -1,1496 +0,0 @@ -!(function (e, t) { - "object" == typeof exports && "undefined" != typeof module - ? (module.exports = t(require("@popperjs/core"))) - : "function" == typeof define && define.amd - ? define(["@popperjs/core"], t) - : ((e = e || self).tippy = t(e.Popper)); -})(this, function (e) { - "use strict"; - var t = { passive: !0, capture: !0 }, - n = function () { - return document.body; - }; - function r(e, t, n) { - if (Array.isArray(e)) { - var r = e[t]; - return null == r ? (Array.isArray(n) ? n[t] : n) : r; - } - return e; - } - function o(e, t) { - var n = {}.toString.call(e); - return 0 === n.indexOf("[object") && n.indexOf(t + "]") > -1; - } - function i(e, t) { - return "function" == typeof e ? e.apply(void 0, t) : e; - } - function a(e, t) { - return 0 === t - ? e - : function (r) { - clearTimeout(n), - (n = setTimeout(function () { - e(r); - }, t)); - }; - var n; - } - function s(e, t) { - var n = Object.assign({}, e); - return ( - t.forEach(function (e) { - delete n[e]; - }), - n - ); - } - function u(e) { - return [].concat(e); - } - function c(e, t) { - -1 === e.indexOf(t) && e.push(t); - } - function p(e) { - return e.split("-")[0]; - } - function f(e) { - return [].slice.call(e); - } - function l(e) { - return Object.keys(e).reduce(function (t, n) { - return void 0 !== e[n] && (t[n] = e[n]), t; - }, {}); - } - function d() { - return document.createElement("div"); - } - function v(e) { - return ["Element", "Fragment"].some(function (t) { - return o(e, t); - }); - } - function m(e) { - return o(e, "MouseEvent"); - } - function g(e) { - return !(!e || !e._tippy || e._tippy.reference !== e); - } - function h(e) { - return v(e) - ? [e] - : (function (e) { - return o(e, "NodeList"); - })(e) - ? f(e) - : Array.isArray(e) - ? e - : f(document.querySelectorAll(e)); - } - function b(e, t) { - e.forEach(function (e) { - e && (e.style.transitionDuration = t + "ms"); - }); - } - function y(e, t) { - e.forEach(function (e) { - e && e.setAttribute("data-state", t); - }); - } - function w(e) { - var t, - n = u(e)[0]; - return null != n && null != (t = n.ownerDocument) && t.body - ? n.ownerDocument - : document; - } - function E(e, t, n) { - var r = t + "EventListener"; - ["transitionend", "webkitTransitionEnd"].forEach(function (t) { - e[r](t, n); - }); - } - function O(e, t) { - for (var n = t; n; ) { - var r; - if (e.contains(n)) return !0; - n = - null == n.getRootNode || null == (r = n.getRootNode()) - ? void 0 - : r.host; - } - return !1; - } - var x = { isTouch: !1 }, - C = 0; - function T() { - x.isTouch || - ((x.isTouch = !0), - window.performance && document.addEventListener("mousemove", A)); - } - function A() { - var e = performance.now(); - e - C < 20 && - ((x.isTouch = !1), document.removeEventListener("mousemove", A)), - (C = e); - } - function L() { - var e = document.activeElement; - if (g(e)) { - var t = e._tippy; - e.blur && !t.state.isVisible && e.blur(); - } - } - var D = - !!("undefined" != typeof window && "undefined" != typeof document) && - !!window.msCrypto, - R = Object.assign( - { - appendTo: n, - aria: { content: "auto", expanded: "auto" }, - delay: 0, - duration: [300, 250], - getReferenceClientRect: null, - hideOnClick: !0, - ignoreAttributes: !1, - interactive: !1, - interactiveBorder: 2, - interactiveDebounce: 0, - moveTransition: "", - offset: [0, 10], - onAfterUpdate: function () {}, - onBeforeUpdate: function () {}, - onCreate: function () {}, - onDestroy: function () {}, - onHidden: function () {}, - onHide: function () {}, - onMount: function () {}, - onShow: function () {}, - onShown: function () {}, - onTrigger: function () {}, - onUntrigger: function () {}, - onClickOutside: function () {}, - placement: "top", - plugins: [], - popperOptions: {}, - render: null, - showOnCreate: !1, - touch: !0, - trigger: "mouseenter focus", - triggerTarget: null, - }, - { animateFill: !1, followCursor: !1, inlinePositioning: !1, sticky: !1 }, - { - allowHTML: !1, - animation: "fade", - arrow: !0, - content: "", - inertia: !1, - maxWidth: 350, - role: "tooltip", - theme: "", - zIndex: 9999, - }, - ), - k = Object.keys(R); - function P(e) { - var t = (e.plugins || []).reduce(function (t, n) { - var r, - o = n.name, - i = n.defaultValue; - o && (t[o] = void 0 !== e[o] ? e[o] : null != (r = R[o]) ? r : i); - return t; - }, {}); - return Object.assign({}, e, t); - } - function j(e, t) { - var n = Object.assign( - {}, - t, - { content: i(t.content, [e]) }, - t.ignoreAttributes - ? {} - : (function (e, t) { - return ( - t ? 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-{"version":3,"file":"reveal.esm.js","sources":["../js/utils/util.js","../js/utils/device.js","../node_modules/fitty/dist/fitty.module.js","../js/controllers/slidecontent.js","../js/controllers/slidenumber.js","../js/utils/color.js","../js/controllers/backgrounds.js","../js/utils/constants.js","../js/controllers/autoanimate.js","../js/controllers/fragments.js","../js/controllers/overview.js","../js/controllers/keyboard.js","../js/controllers/location.js","../js/controllers/controls.js","../js/controllers/progress.js","../js/controllers/pointer.js","../js/utils/loader.js","../js/controllers/plugins.js","../js/controllers/print.js","../js/controllers/touch.js","../js/controllers/focus.js","../js/controllers/notes.js","../js/components/playback.js","../js/config.js","../js/reveal.js","../js/index.js"],"sourcesContent":["/**\n * Extend object a with the properties of object b.\n * If there's a conflict, object b takes precedence.\n *\n * @param {object} a\n * @param {object} b\n */\nexport const extend = ( a, b ) => {\n\n\tfor( let i in b ) {\n\t\ta[ i ] = b[ i ];\n\t}\n\n\treturn a;\n\n}\n\n/**\n * querySelectorAll but returns an Array.\n */\nexport const queryAll = ( el, selector ) => {\n\n\treturn Array.from( el.querySelectorAll( selector ) );\n\n}\n\n/**\n * classList.toggle() with cross browser support\n */\nexport const toggleClass = ( el, className, value ) => {\n\tif( value ) {\n\t\tel.classList.add( className );\n\t}\n\telse {\n\t\tel.classList.remove( className );\n\t}\n}\n\n/**\n * Utility for deserializing a value.\n *\n * @param {*} value\n * @return {*}\n */\nexport const deserialize = ( value ) => {\n\n\tif( typeof value === 'string' ) {\n\t\tif( value === 'null' ) return null;\n\t\telse if( value === 'true' ) return true;\n\t\telse if( value === 'false' ) return false;\n\t\telse if( value.match( /^-?[\\d\\.]+$/ ) ) return parseFloat( value );\n\t}\n\n\treturn value;\n\n}\n\n/**\n * Measures the distance in pixels between point a\n * and point b.\n *\n * @param {object} a point with x/y properties\n * @param {object} b point with x/y properties\n *\n * @return {number}\n */\nexport const distanceBetween = ( a, b ) => {\n\n\tlet dx = a.x - b.x,\n\t\tdy = a.y - b.y;\n\n\treturn Math.sqrt( dx*dx + dy*dy );\n\n}\n\n/**\n * Applies a CSS transform to the target element.\n *\n * @param {HTMLElement} element\n * @param {string} transform\n */\nexport const transformElement = ( element, transform ) => {\n\n\telement.style.transform = transform;\n\n}\n\n/**\n * Element.matches with IE support.\n *\n * @param {HTMLElement} target The element to match\n * @param {String} selector The CSS selector to match\n * the element against\n *\n * @return {Boolean}\n */\nexport const matches = ( target, selector ) => {\n\n\tlet matchesMethod = target.matches || target.matchesSelector || target.msMatchesSelector;\n\n\treturn !!( matchesMethod && matchesMethod.call( target, selector ) );\n\n}\n\n/**\n * Find the closest parent that matches the given\n * selector.\n *\n * @param {HTMLElement} target The child element\n * @param {String} selector The CSS selector to match\n * the parents against\n *\n * @return {HTMLElement} The matched parent or null\n * if no matching parent was found\n */\nexport const closest = ( target, selector ) => {\n\n\t// Native Element.closest\n\tif( typeof target.closest === 'function' ) {\n\t\treturn target.closest( selector );\n\t}\n\n\t// Polyfill\n\twhile( target ) {\n\t\tif( matches( target, selector ) ) {\n\t\t\treturn target;\n\t\t}\n\n\t\t// Keep searching\n\t\ttarget = target.parentNode;\n\t}\n\n\treturn null;\n\n}\n\n/**\n * Handling the fullscreen functionality via the fullscreen API\n *\n * @see http://fullscreen.spec.whatwg.org/\n * @see https://developer.mozilla.org/en-US/docs/DOM/Using_fullscreen_mode\n */\nexport const enterFullscreen = element => {\n\n\telement = element || document.documentElement;\n\n\t// Check which implementation is available\n\tlet requestMethod = element.requestFullscreen ||\n\t\t\t\t\t\telement.webkitRequestFullscreen ||\n\t\t\t\t\t\telement.webkitRequestFullScreen ||\n\t\t\t\t\t\telement.mozRequestFullScreen ||\n\t\t\t\t\t\telement.msRequestFullscreen;\n\n\tif( requestMethod ) {\n\t\trequestMethod.apply( element );\n\t}\n\n}\n\n/**\n * Creates an HTML element and returns a reference to it.\n * If the element already exists the existing instance will\n * be returned.\n *\n * @param {HTMLElement} container\n * @param {string} tagname\n * @param {string} classname\n * @param {string} innerHTML\n *\n * @return {HTMLElement}\n */\nexport const createSingletonNode = ( container, tagname, classname, innerHTML='' ) => {\n\n\t// Find all nodes matching the description\n\tlet nodes = container.querySelectorAll( '.' + classname );\n\n\t// Check all matches to find one which is a direct child of\n\t// the specified container\n\tfor( let i = 0; i < nodes.length; i++ ) {\n\t\tlet testNode = nodes[i];\n\t\tif( testNode.parentNode === container ) {\n\t\t\treturn testNode;\n\t\t}\n\t}\n\n\t// If no node was found, create it now\n\tlet node = document.createElement( tagname );\n\tnode.className = classname;\n\tnode.innerHTML = innerHTML;\n\tcontainer.appendChild( node );\n\n\treturn node;\n\n}\n\n/**\n * Injects the given CSS styles into the DOM.\n *\n * @param {string} value\n */\nexport const createStyleSheet = ( value ) => {\n\n\tlet tag = document.createElement( 'style' );\n\ttag.type = 'text/css';\n\n\tif( value && value.length > 0 ) {\n\t\tif( tag.styleSheet ) {\n\t\t\ttag.styleSheet.cssText = value;\n\t\t}\n\t\telse {\n\t\t\ttag.appendChild( document.createTextNode( value ) );\n\t\t}\n\t}\n\n\tdocument.head.appendChild( tag );\n\n\treturn tag;\n\n}\n\n/**\n * Returns a key:value hash of all query params.\n */\nexport const getQueryHash = () => {\n\n\tlet query = {};\n\n\tlocation.search.replace( /[A-Z0-9]+?=([\\w\\.%-]*)/gi, a => {\n\t\tquery[ a.split( '=' ).shift() ] = a.split( '=' ).pop();\n\t} );\n\n\t// Basic deserialization\n\tfor( let i in query ) {\n\t\tlet value = query[ i ];\n\n\t\tquery[ i ] = deserialize( unescape( value ) );\n\t}\n\n\t// Do not accept new dependencies via query config to avoid\n\t// the potential of malicious script injection\n\tif( typeof query['dependencies'] !== 'undefined' ) delete query['dependencies'];\n\n\treturn query;\n\n}\n\n/**\n * Returns the remaining height within the parent of the\n * target element.\n *\n * remaining height = [ configured parent height ] - [ current parent height ]\n *\n * @param {HTMLElement} element\n * @param {number} [height]\n */\nexport const getRemainingHeight = ( element, height = 0 ) => {\n\n\tif( element ) {\n\t\tlet newHeight, oldHeight = element.style.height;\n\n\t\t// Change the .stretch element height to 0 in order find the height of all\n\t\t// the other elements\n\t\telement.style.height = '0px';\n\n\t\t// In Overview mode, the parent (.slide) height is set of 700px.\n\t\t// Restore it temporarily to its natural height.\n\t\telement.parentNode.style.height = 'auto';\n\n\t\tnewHeight = height - element.parentNode.offsetHeight;\n\n\t\t// Restore the old height, just in case\n\t\telement.style.height = oldHeight + 'px';\n\n\t\t// Clear the parent (.slide) height. .removeProperty works in IE9+\n\t\telement.parentNode.style.removeProperty('height');\n\n\t\treturn newHeight;\n\t}\n\n\treturn height;\n\n}\n\nconst fileExtensionToMimeMap = {\n\t'mp4': 'video/mp4',\n\t'm4a': 'video/mp4',\n\t'ogv': 'video/ogg',\n\t'mpeg': 'video/mpeg',\n\t'webm': 'video/webm'\n}\n\n/**\n * Guess the MIME type for common file formats.\n */\nexport const getMimeTypeFromFile = ( filename='' ) => {\n\treturn fileExtensionToMimeMap[filename.split('.').pop()]\n}","const UA = navigator.userAgent;\n\nexport const isMobile = /(iphone|ipod|ipad|android)/gi.test( UA ) ||\n\t\t\t\t\t\t( navigator.platform === 'MacIntel' && navigator.maxTouchPoints > 1 ); // iPadOS\n\nexport const isChrome = /chrome/i.test( UA ) && !/edge/i.test( UA );\n\nexport const isAndroid = /android/gi.test( UA );","/*\n * fitty v2.3.3 - Snugly resizes text to fit its parent container\n * Copyright (c) 2020 Rik Schennink (https://pqina.nl/)\n */\n'use strict';\n\nObject.defineProperty(exports, \"__esModule\", {\n value: true\n});\n\nvar _extends = Object.assign || function (target) { for (var i = 1; i < arguments.length; i++) { var source = arguments[i]; for (var key in source) { if (Object.prototype.hasOwnProperty.call(source, key)) { target[key] = source[key]; } } } return target; };\n\nexports.default = function (w) {\n\n // no window, early exit\n if (!w) return;\n\n // node list to array helper method\n var toArray = function toArray(nl) {\n return [].slice.call(nl);\n };\n\n // states\n var DrawState = {\n IDLE: 0,\n DIRTY_CONTENT: 1,\n DIRTY_LAYOUT: 2,\n DIRTY: 3\n };\n\n // all active fitty elements\n var fitties = [];\n\n // group all redraw calls till next frame, we cancel each frame request when a new one comes in. If no support for request animation frame, this is an empty function and supports for fitty stops.\n var redrawFrame = null;\n var requestRedraw = 'requestAnimationFrame' in w ? function () {\n w.cancelAnimationFrame(redrawFrame);\n redrawFrame = w.requestAnimationFrame(function () {\n return redraw(fitties.filter(function (f) {\n return f.dirty && f.active;\n }));\n });\n } : function () {};\n\n // sets all fitties to dirty so they are redrawn on the next redraw loop, then calls redraw\n var redrawAll = function redrawAll(type) {\n return function () {\n fitties.forEach(function (f) {\n return f.dirty = type;\n });\n requestRedraw();\n };\n };\n\n // redraws fitties so they nicely fit their parent container\n var redraw = function redraw(fitties) {\n\n // getting info from the DOM at this point should not trigger a reflow, let's gather as much intel as possible before triggering a reflow\n\n // check if styles of all fitties have been computed\n fitties.filter(function (f) {\n return !f.styleComputed;\n }).forEach(function (f) {\n f.styleComputed = computeStyle(f);\n });\n\n // restyle elements that require pre-styling, this triggers a reflow, please try to prevent by adding CSS rules (see docs)\n fitties.filter(shouldPreStyle).forEach(applyStyle);\n\n // we now determine which fitties should be redrawn\n var fittiesToRedraw = fitties.filter(shouldRedraw);\n\n // we calculate final styles for these fitties\n fittiesToRedraw.forEach(calculateStyles);\n\n // now we apply the calculated styles from our previous loop\n fittiesToRedraw.forEach(function (f) {\n applyStyle(f);\n markAsClean(f);\n });\n\n // now we dispatch events for all restyled fitties\n fittiesToRedraw.forEach(dispatchFitEvent);\n };\n\n var markAsClean = function markAsClean(f) {\n return f.dirty = DrawState.IDLE;\n };\n\n var calculateStyles = function calculateStyles(f) {\n\n // get available width from parent node\n f.availableWidth = f.element.parentNode.clientWidth;\n\n // the space our target element uses\n f.currentWidth = f.element.scrollWidth;\n\n // remember current font size\n f.previousFontSize = f.currentFontSize;\n\n // let's calculate the new font size\n f.currentFontSize = Math.min(Math.max(f.minSize, f.availableWidth / f.currentWidth * f.previousFontSize), f.maxSize);\n\n // if allows wrapping, only wrap when at minimum font size (otherwise would break container)\n f.whiteSpace = f.multiLine && f.currentFontSize === f.minSize ? 'normal' : 'nowrap';\n };\n\n // should always redraw if is not dirty layout, if is dirty layout, only redraw if size has changed\n var shouldRedraw = function shouldRedraw(f) {\n return f.dirty !== DrawState.DIRTY_LAYOUT || f.dirty === DrawState.DIRTY_LAYOUT && f.element.parentNode.clientWidth !== f.availableWidth;\n };\n\n // every fitty element is tested for invalid styles\n var computeStyle = function computeStyle(f) {\n\n // get style properties\n var style = w.getComputedStyle(f.element, null);\n\n // get current font size in pixels (if we already calculated it, use the calculated version)\n f.currentFontSize = parseFloat(style.getPropertyValue('font-size'));\n\n // get display type and wrap mode\n f.display = style.getPropertyValue('display');\n f.whiteSpace = style.getPropertyValue('white-space');\n };\n\n // determines if this fitty requires initial styling, can be prevented by applying correct styles through CSS\n var shouldPreStyle = function shouldPreStyle(f) {\n\n var preStyle = false;\n\n // if we already tested for prestyling we don't have to do it again\n if (f.preStyleTestCompleted) return false;\n\n // should have an inline style, if not, apply\n if (!/inline-/.test(f.display)) {\n preStyle = true;\n f.display = 'inline-block';\n }\n\n // to correctly calculate dimensions the element should have whiteSpace set to nowrap\n if (f.whiteSpace !== 'nowrap') {\n preStyle = true;\n f.whiteSpace = 'nowrap';\n }\n\n // we don't have to do this twice\n f.preStyleTestCompleted = true;\n\n return preStyle;\n };\n\n // apply styles to single fitty\n var applyStyle = function applyStyle(f) {\n f.element.style.whiteSpace = f.whiteSpace;\n f.element.style.display = f.display;\n f.element.style.fontSize = f.currentFontSize + 'px';\n };\n\n // dispatch a fit event on a fitty\n var dispatchFitEvent = function dispatchFitEvent(f) {\n f.element.dispatchEvent(new CustomEvent('fit', {\n detail: {\n oldValue: f.previousFontSize,\n newValue: f.currentFontSize,\n scaleFactor: f.currentFontSize / f.previousFontSize\n }\n }));\n };\n\n // fit method, marks the fitty as dirty and requests a redraw (this will also redraw any other fitty marked as dirty)\n var fit = function fit(f, type) {\n return function () {\n f.dirty = type;\n if (!f.active) return;\n requestRedraw();\n };\n };\n\n var init = function init(f) {\n\n // save some of the original CSS properties before we change them\n f.originalStyle = {\n whiteSpace: f.element.style.whiteSpace,\n display: f.element.style.display,\n fontSize: f.element.style.fontSize\n };\n\n // should we observe DOM mutations\n observeMutations(f);\n\n // this is a new fitty so we need to validate if it's styles are in order\n f.newbie = true;\n\n // because it's a new fitty it should also be dirty, we want it to redraw on the first loop\n f.dirty = true;\n\n // we want to be able to update this fitty\n fitties.push(f);\n };\n\n var destroy = function destroy(f) {\n return function () {\n\n // remove from fitties array\n fitties = fitties.filter(function (_) {\n return _.element !== f.element;\n });\n\n // stop observing DOM\n if (f.observeMutations) f.observer.disconnect();\n\n // reset the CSS properties we changes\n f.element.style.whiteSpace = f.originalStyle.whiteSpace;\n f.element.style.display = f.originalStyle.display;\n f.element.style.fontSize = f.originalStyle.fontSize;\n };\n };\n\n // add a new fitty, does not redraw said fitty\n var subscribe = function subscribe(f) {\n return function () {\n if (f.active) return;\n f.active = true;\n requestRedraw();\n };\n };\n\n // remove an existing fitty\n var unsubscribe = function unsubscribe(f) {\n return function () {\n return f.active = false;\n };\n };\n\n var observeMutations = function observeMutations(f) {\n\n // no observing?\n if (!f.observeMutations) return;\n\n // start observing mutations\n f.observer = new MutationObserver(fit(f, DrawState.DIRTY_CONTENT));\n\n // start observing\n f.observer.observe(f.element, f.observeMutations);\n };\n\n // default mutation observer settings\n var mutationObserverDefaultSetting = {\n subtree: true,\n childList: true,\n characterData: true\n };\n\n // default fitty options\n var defaultOptions = {\n minSize: 16,\n maxSize: 512,\n multiLine: true,\n observeMutations: 'MutationObserver' in w ? mutationObserverDefaultSetting : false\n };\n\n // array of elements in, fitty instances out\n function fittyCreate(elements, options) {\n\n // set options object\n var fittyOptions = _extends({}, defaultOptions, options);\n\n // create fitties\n var publicFitties = elements.map(function (element) {\n\n // create fitty instance\n var f = _extends({}, fittyOptions, {\n\n // internal options for this fitty\n element: element,\n active: true\n });\n\n // initialise this fitty\n init(f);\n\n // expose API\n return {\n element: element,\n fit: fit(f, DrawState.DIRTY),\n unfreeze: subscribe(f),\n freeze: unsubscribe(f),\n unsubscribe: destroy(f)\n };\n });\n\n // call redraw on newly initiated fitties\n requestRedraw();\n\n // expose fitties\n return publicFitties;\n }\n\n // fitty creation function\n function fitty(target) {\n var options = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : {};\n\n\n // if target is a string\n return typeof target === 'string' ?\n\n // treat it as a querySelector\n fittyCreate(toArray(document.querySelectorAll(target)), options) :\n\n // create single fitty\n fittyCreate([target], options)[0];\n }\n\n // handles viewport changes, redraws all fitties, but only does so after a timeout\n var resizeDebounce = null;\n var onWindowResized = function onWindowResized() {\n w.clearTimeout(resizeDebounce);\n resizeDebounce = w.setTimeout(redrawAll(DrawState.DIRTY_LAYOUT), fitty.observeWindowDelay);\n };\n\n // define observe window property, so when we set it to true or false events are automatically added and removed\n var events = ['resize', 'orientationchange'];\n Object.defineProperty(fitty, 'observeWindow', {\n set: function set(enabled) {\n var method = (enabled ? 'add' : 'remove') + 'EventListener';\n events.forEach(function (e) {\n w[method](e, onWindowResized);\n });\n }\n });\n\n // fitty global properties (by setting observeWindow to true the events above get added)\n fitty.observeWindow = true;\n fitty.observeWindowDelay = 100;\n\n // public fit all method, will force redraw no matter what\n fitty.fitAll = redrawAll(DrawState.DIRTY);\n\n // export our fitty function, we don't want to keep it to our selves\n return fitty;\n}(typeof window === 'undefined' ? null : window);","import { extend, queryAll, closest, getMimeTypeFromFile } from '../utils/util.js'\nimport { isMobile } from '../utils/device.js'\n\nimport fitty from 'fitty';\n\n/**\n * Handles loading, unloading and playback of slide\n * content such as images, videos and iframes.\n */\nexport default class SlideContent {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.startEmbeddedIframe = this.startEmbeddedIframe.bind( this );\n\n\t}\n\n\t/**\n\t * Should the given element be preloaded?\n\t * Decides based on local element attributes and global config.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tshouldPreload( element ) {\n\n\t\t// Prefer an explicit global preload setting\n\t\tlet preload = this.Reveal.getConfig().preloadIframes;\n\n\t\t// If no global setting is available, fall back on the element's\n\t\t// own preload setting\n\t\tif( typeof preload !== 'boolean' ) {\n\t\t\tpreload = element.hasAttribute( 'data-preload' );\n\t\t}\n\n\t\treturn preload;\n\t}\n\n\t/**\n\t * Called when the given slide is within the configured view\n\t * distance. Shows the slide element and loads any content\n\t * that is set to load lazily (data-src).\n\t *\n\t * @param {HTMLElement} slide Slide to show\n\t */\n\tload( slide, options = {} ) {\n\n\t\t// Show the slide element\n\t\tslide.style.display = this.Reveal.getConfig().display;\n\n\t\t// Media elements with data-src attributes\n\t\tqueryAll( slide, 'img[data-src], video[data-src], audio[data-src], iframe[data-src]' ).forEach( element => {\n\t\t\tif( element.tagName !== 'IFRAME' || this.shouldPreload( element ) ) {\n\t\t\t\telement.setAttribute( 'src', element.getAttribute( 'data-src' ) );\n\t\t\t\telement.setAttribute( 'data-lazy-loaded', '' );\n\t\t\t\telement.removeAttribute( 'data-src' );\n\t\t\t}\n\t\t} );\n\n\t\t// Media elements with children\n\t\tqueryAll( slide, 'video, audio' ).forEach( media => {\n\t\t\tlet sources = 0;\n\n\t\t\tqueryAll( media, 'source[data-src]' ).forEach( source => {\n\t\t\t\tsource.setAttribute( 'src', source.getAttribute( 'data-src' ) );\n\t\t\t\tsource.removeAttribute( 'data-src' );\n\t\t\t\tsource.setAttribute( 'data-lazy-loaded', '' );\n\t\t\t\tsources += 1;\n\t\t\t} );\n\n\t\t\t// Enable inline video playback in mobile Safari\n\t\t\tif( isMobile && media.tagName === 'VIDEO' ) {\n\t\t\t\tmedia.setAttribute( 'playsinline', '' );\n\t\t\t}\n\n\t\t\t// If we rewrote sources for this video/audio element, we need\n\t\t\t// to manually tell it to load from its new origin\n\t\t\tif( sources > 0 ) {\n\t\t\t\tmedia.load();\n\t\t\t}\n\t\t} );\n\n\n\t\t// Show the corresponding background element\n\t\tlet background = slide.slideBackgroundElement;\n\t\tif( background ) {\n\t\t\tbackground.style.display = 'block';\n\n\t\t\tlet backgroundContent = slide.slideBackgroundContentElement;\n\t\t\tlet backgroundIframe = slide.getAttribute( 'data-background-iframe' );\n\n\t\t\t// If the background contains media, load it\n\t\t\tif( background.hasAttribute( 'data-loaded' ) === false ) {\n\t\t\t\tbackground.setAttribute( 'data-loaded', 'true' );\n\n\t\t\t\tlet backgroundImage = slide.getAttribute( 'data-background-image' ),\n\t\t\t\t\tbackgroundVideo = slide.getAttribute( 'data-background-video' ),\n\t\t\t\t\tbackgroundVideoLoop = slide.hasAttribute( 'data-background-video-loop' ),\n\t\t\t\t\tbackgroundVideoMuted = slide.hasAttribute( 'data-background-video-muted' );\n\n\t\t\t\t// Images\n\t\t\t\tif( backgroundImage ) {\n\t\t\t\t\t// base64\n\t\t\t\t\tif( /^data:/.test( backgroundImage.trim() ) ) {\n\t\t\t\t\t\tbackgroundContent.style.backgroundImage = `url(${backgroundImage.trim()})`;\n\t\t\t\t\t}\n\t\t\t\t\t// URL(s)\n\t\t\t\t\telse {\n\t\t\t\t\t\tbackgroundContent.style.backgroundImage = backgroundImage.split( ',' ).map( background => {\n\t\t\t\t\t\t\treturn `url(${encodeURI(background.trim())})`;\n\t\t\t\t\t\t}).join( ',' );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Videos\n\t\t\t\telse if ( backgroundVideo && !this.Reveal.isSpeakerNotes() ) {\n\t\t\t\t\tlet video = document.createElement( 'video' );\n\n\t\t\t\t\tif( backgroundVideoLoop ) {\n\t\t\t\t\t\tvideo.setAttribute( 'loop', '' );\n\t\t\t\t\t}\n\n\t\t\t\t\tif( backgroundVideoMuted ) {\n\t\t\t\t\t\tvideo.muted = true;\n\t\t\t\t\t}\n\n\t\t\t\t\t// Enable inline playback in mobile Safari\n\t\t\t\t\t//\n\t\t\t\t\t// Mute is required for video to play when using\n\t\t\t\t\t// swipe gestures to navigate since they don't\n\t\t\t\t\t// count as direct user actions :'(\n\t\t\t\t\tif( isMobile ) {\n\t\t\t\t\t\tvideo.muted = true;\n\t\t\t\t\t\tvideo.setAttribute( 'playsinline', '' );\n\t\t\t\t\t}\n\n\t\t\t\t\t// Support comma separated lists of video sources\n\t\t\t\t\tbackgroundVideo.split( ',' ).forEach( source => {\n\t\t\t\t\t\tlet type = getMimeTypeFromFile( source );\n\t\t\t\t\t\tif( type ) {\n\t\t\t\t\t\t\tvideo.innerHTML += ``;\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tvideo.innerHTML += ``;\n\t\t\t\t\t\t}\n\t\t\t\t\t} );\n\n\t\t\t\t\tbackgroundContent.appendChild( video );\n\t\t\t\t}\n\t\t\t\t// Iframes\n\t\t\t\telse if( backgroundIframe && options.excludeIframes !== true ) {\n\t\t\t\t\tlet iframe = document.createElement( 'iframe' );\n\t\t\t\t\tiframe.setAttribute( 'allowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'mozallowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'webkitallowfullscreen', '' );\n\t\t\t\t\tiframe.setAttribute( 'allow', 'autoplay' );\n\n\t\t\t\t\tiframe.setAttribute( 'data-src', backgroundIframe );\n\n\t\t\t\t\tiframe.style.width = '100%';\n\t\t\t\t\tiframe.style.height = '100%';\n\t\t\t\t\tiframe.style.maxHeight = '100%';\n\t\t\t\t\tiframe.style.maxWidth = '100%';\n\n\t\t\t\t\tbackgroundContent.appendChild( iframe );\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// Start loading preloadable iframes\n\t\t\tlet backgroundIframeElement = backgroundContent.querySelector( 'iframe[data-src]' );\n\t\t\tif( backgroundIframeElement ) {\n\n\t\t\t\t// Check if this iframe is eligible to be preloaded\n\t\t\t\tif( this.shouldPreload( background ) && !/autoplay=(1|true|yes)/gi.test( backgroundIframe ) ) {\n\t\t\t\t\tif( backgroundIframeElement.getAttribute( 'src' ) !== backgroundIframe ) {\n\t\t\t\t\t\tbackgroundIframeElement.setAttribute( 'src', backgroundIframe );\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\tthis.layout( slide );\n\n\t}\n\n\t/**\n\t * Applies JS-dependent layout helpers for the given slide,\n\t * if there are any.\n\t */\n\tlayout( slide ) {\n\n\t\t// Autosize text with the r-fit-text class based on the\n\t\t// size of its container. This needs to happen after the\n\t\t// slide is visible in order to measure the text.\n\t\tArray.from( slide.querySelectorAll( '.r-fit-text' ) ).forEach( element => {\n\t\t\tfitty( element, {\n\t\t\t\tminSize: 24,\n\t\t\t\tmaxSize: this.Reveal.getConfig().height * 0.8,\n\t\t\t\tobserveMutations: false,\n\t\t\t\tobserveWindow: false\n\t\t\t} );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Unloads and hides the given slide. This is called when the\n\t * slide is moved outside of the configured view distance.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tunload( slide ) {\n\n\t\t// Hide the slide element\n\t\tslide.style.display = 'none';\n\n\t\t// Hide the corresponding background element\n\t\tlet background = this.Reveal.getSlideBackground( slide );\n\t\tif( background ) {\n\t\t\tbackground.style.display = 'none';\n\n\t\t\t// Unload any background iframes\n\t\t\tqueryAll( background, 'iframe[src]' ).forEach( element => {\n\t\t\t\telement.removeAttribute( 'src' );\n\t\t\t} );\n\t\t}\n\n\t\t// Reset lazy-loaded media elements with src attributes\n\t\tqueryAll( slide, 'video[data-lazy-loaded][src], audio[data-lazy-loaded][src], iframe[data-lazy-loaded][src]' ).forEach( element => {\n\t\t\telement.setAttribute( 'data-src', element.getAttribute( 'src' ) );\n\t\t\telement.removeAttribute( 'src' );\n\t\t} );\n\n\t\t// Reset lazy-loaded media elements with children\n\t\tqueryAll( slide, 'video[data-lazy-loaded] source[src], audio source[src]' ).forEach( source => {\n\t\t\tsource.setAttribute( 'data-src', source.getAttribute( 'src' ) );\n\t\t\tsource.removeAttribute( 'src' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Enforces origin-specific format rules for embedded media.\n\t */\n\tformatEmbeddedContent() {\n\n\t\tlet _appendParamToIframeSource = ( sourceAttribute, sourceURL, param ) => {\n\t\t\tqueryAll( this.Reveal.getSlidesElement(), 'iframe['+ sourceAttribute +'*=\"'+ sourceURL +'\"]' ).forEach( el => {\n\t\t\t\tlet src = el.getAttribute( sourceAttribute );\n\t\t\t\tif( src && src.indexOf( param ) === -1 ) {\n\t\t\t\t\tel.setAttribute( sourceAttribute, src + ( !/\\?/.test( src ) ? '?' : '&' ) + param );\n\t\t\t\t}\n\t\t\t});\n\t\t};\n\n\t\t// YouTube frames must include \"?enablejsapi=1\"\n\t\t_appendParamToIframeSource( 'src', 'youtube.com/embed/', 'enablejsapi=1' );\n\t\t_appendParamToIframeSource( 'data-src', 'youtube.com/embed/', 'enablejsapi=1' );\n\n\t\t// Vimeo frames must include \"?api=1\"\n\t\t_appendParamToIframeSource( 'src', 'player.vimeo.com/', 'api=1' );\n\t\t_appendParamToIframeSource( 'data-src', 'player.vimeo.com/', 'api=1' );\n\n\t}\n\n\t/**\n\t * Start playback of any embedded content inside of\n\t * the given element.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tstartEmbeddedContent( element ) {\n\n\t\tif( element && !this.Reveal.isSpeakerNotes() ) {\n\n\t\t\t// Restart GIFs\n\t\t\tqueryAll( element, 'img[src$=\".gif\"]' ).forEach( el => {\n\t\t\t\t// Setting the same unchanged source like this was confirmed\n\t\t\t\t// to work in Chrome, FF & Safari\n\t\t\t\tel.setAttribute( 'src', el.getAttribute( 'src' ) );\n\t\t\t} );\n\n\t\t\t// HTML5 media elements\n\t\t\tqueryAll( element, 'video, audio' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\t// Prefer an explicit global autoplay setting\n\t\t\t\tlet autoplay = this.Reveal.getConfig().autoPlayMedia;\n\n\t\t\t\t// If no global setting is available, fall back on the element's\n\t\t\t\t// own autoplay setting\n\t\t\t\tif( typeof autoplay !== 'boolean' ) {\n\t\t\t\t\tautoplay = el.hasAttribute( 'data-autoplay' ) || !!closest( el, '.slide-background' );\n\t\t\t\t}\n\n\t\t\t\tif( autoplay && typeof el.play === 'function' ) {\n\n\t\t\t\t\t// If the media is ready, start playback\n\t\t\t\t\tif( el.readyState > 1 ) {\n\t\t\t\t\t\tthis.startEmbeddedMedia( { target: el } );\n\t\t\t\t\t}\n\t\t\t\t\t// Mobile devices never fire a loaded event so instead\n\t\t\t\t\t// of waiting, we initiate playback\n\t\t\t\t\telse if( isMobile ) {\n\t\t\t\t\t\tlet promise = el.play();\n\n\t\t\t\t\t\t// If autoplay does not work, ensure that the controls are visible so\n\t\t\t\t\t\t// that the viewer can start the media on their own\n\t\t\t\t\t\tif( promise && typeof promise.catch === 'function' && el.controls === false ) {\n\t\t\t\t\t\t\tpromise.catch( () => {\n\t\t\t\t\t\t\t\tel.controls = true;\n\n\t\t\t\t\t\t\t\t// Once the video does start playing, hide the controls again\n\t\t\t\t\t\t\t\tel.addEventListener( 'play', () => {\n\t\t\t\t\t\t\t\t\tel.controls = false;\n\t\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// If the media isn't loaded, wait before playing\n\t\t\t\t\telse {\n\t\t\t\t\t\tel.removeEventListener( 'loadeddata', this.startEmbeddedMedia ); // remove first to avoid dupes\n\t\t\t\t\t\tel.addEventListener( 'loadeddata', this.startEmbeddedMedia );\n\t\t\t\t\t}\n\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Normal iframes\n\t\t\tqueryAll( element, 'iframe[src]' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tthis.startEmbeddedIframe( { target: el } );\n\t\t\t} );\n\n\t\t\t// Lazy loading iframes\n\t\t\tqueryAll( element, 'iframe[data-src]' ).forEach( el => {\n\t\t\t\tif( closest( el, '.fragment' ) && !closest( el, '.fragment.visible' ) ) {\n\t\t\t\t\treturn;\n\t\t\t\t}\n\n\t\t\t\tif( el.getAttribute( 'src' ) !== el.getAttribute( 'data-src' ) ) {\n\t\t\t\t\tel.removeEventListener( 'load', this.startEmbeddedIframe ); // remove first to avoid dupes\n\t\t\t\t\tel.addEventListener( 'load', this.startEmbeddedIframe );\n\t\t\t\t\tel.setAttribute( 'src', el.getAttribute( 'data-src' ) );\n\t\t\t\t}\n\t\t\t} );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Starts playing an embedded video/audio element after\n\t * it has finished loading.\n\t *\n\t * @param {object} event\n\t */\n\tstartEmbeddedMedia( event ) {\n\n\t\tlet isAttachedToDOM = !!closest( event.target, 'html' ),\n\t\t\tisVisible \t\t= !!closest( event.target, '.present' );\n\n\t\tif( isAttachedToDOM && isVisible ) {\n\t\t\tevent.target.currentTime = 0;\n\t\t\tevent.target.play();\n\t\t}\n\n\t\tevent.target.removeEventListener( 'loadeddata', this.startEmbeddedMedia );\n\n\t}\n\n\t/**\n\t * \"Starts\" the content of an embedded iframe using the\n\t * postMessage API.\n\t *\n\t * @param {object} event\n\t */\n\tstartEmbeddedIframe( event ) {\n\n\t\tlet iframe = event.target;\n\n\t\tif( iframe && iframe.contentWindow ) {\n\n\t\t\tlet isAttachedToDOM = !!closest( event.target, 'html' ),\n\t\t\t\tisVisible \t\t= !!closest( event.target, '.present' );\n\n\t\t\tif( isAttachedToDOM && isVisible ) {\n\n\t\t\t\t// Prefer an explicit global autoplay setting\n\t\t\t\tlet autoplay = this.Reveal.getConfig().autoPlayMedia;\n\n\t\t\t\t// If no global setting is available, fall back on the element's\n\t\t\t\t// own autoplay setting\n\t\t\t\tif( typeof autoplay !== 'boolean' ) {\n\t\t\t\t\tautoplay = iframe.hasAttribute( 'data-autoplay' ) || !!closest( iframe, '.slide-background' );\n\t\t\t\t}\n\n\t\t\t\t// YouTube postMessage API\n\t\t\t\tif( /youtube\\.com\\/embed\\//.test( iframe.getAttribute( 'src' ) ) && autoplay ) {\n\t\t\t\t\tiframe.contentWindow.postMessage( '{\"event\":\"command\",\"func\":\"playVideo\",\"args\":\"\"}', '*' );\n\t\t\t\t}\n\t\t\t\t// Vimeo postMessage API\n\t\t\t\telse if( /player\\.vimeo\\.com\\//.test( iframe.getAttribute( 'src' ) ) && autoplay ) {\n\t\t\t\t\tiframe.contentWindow.postMessage( '{\"method\":\"play\"}', '*' );\n\t\t\t\t}\n\t\t\t\t// Generic postMessage API\n\t\t\t\telse {\n\t\t\t\t\tiframe.contentWindow.postMessage( 'slide:start', '*' );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Stop playback of any embedded content inside of\n\t * the targeted slide.\n\t *\n\t * @param {HTMLElement} element\n\t */\n\tstopEmbeddedContent( element, options = {} ) {\n\n\t\toptions = extend( {\n\t\t\t// Defaults\n\t\t\tunloadIframes: true\n\t\t}, options );\n\n\t\tif( element && element.parentNode ) {\n\t\t\t// HTML5 media elements\n\t\t\tqueryAll( element, 'video, audio' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && typeof el.pause === 'function' ) {\n\t\t\t\t\tel.setAttribute('data-paused-by-reveal', '');\n\t\t\t\t\tel.pause();\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Generic postMessage API for non-lazy loaded iframes\n\t\t\tqueryAll( element, 'iframe' ).forEach( el => {\n\t\t\t\tif( el.contentWindow ) el.contentWindow.postMessage( 'slide:stop', '*' );\n\t\t\t\tel.removeEventListener( 'load', this.startEmbeddedIframe );\n\t\t\t});\n\n\t\t\t// YouTube postMessage API\n\t\t\tqueryAll( element, 'iframe[src*=\"youtube.com/embed/\"]' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && el.contentWindow && typeof el.contentWindow.postMessage === 'function' ) {\n\t\t\t\t\tel.contentWindow.postMessage( '{\"event\":\"command\",\"func\":\"pauseVideo\",\"args\":\"\"}', '*' );\n\t\t\t\t}\n\t\t\t});\n\n\t\t\t// Vimeo postMessage API\n\t\t\tqueryAll( element, 'iframe[src*=\"player.vimeo.com/\"]' ).forEach( el => {\n\t\t\t\tif( !el.hasAttribute( 'data-ignore' ) && el.contentWindow && typeof el.contentWindow.postMessage === 'function' ) {\n\t\t\t\t\tel.contentWindow.postMessage( '{\"method\":\"pause\"}', '*' );\n\t\t\t\t}\n\t\t\t});\n\n\t\t\tif( options.unloadIframes === true ) {\n\t\t\t\t// Unload lazy-loaded iframes\n\t\t\t\tqueryAll( element, 'iframe[data-src]' ).forEach( el => {\n\t\t\t\t\t// Only removing the src doesn't actually unload the frame\n\t\t\t\t\t// in all browsers (Firefox) so we set it to blank first\n\t\t\t\t\tel.setAttribute( 'src', 'about:blank' );\n\t\t\t\t\tel.removeAttribute( 'src' );\n\t\t\t\t} );\n\t\t\t}\n\t\t}\n\n\t}\n\n}\n","/**\n * Handles the display of reveal.js' optional slide number.\n */\nexport default class SlideNumber {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'slide-number';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tlet slideNumberDisplay = 'none';\n\t\tif( config.slideNumber && !this.Reveal.isPrintingPDF() ) {\n\t\t\tif( config.showSlideNumber === 'all' ) {\n\t\t\t\tslideNumberDisplay = 'block';\n\t\t\t}\n\t\t\telse if( config.showSlideNumber === 'speaker' && this.Reveal.isSpeakerNotes() ) {\n\t\t\t\tslideNumberDisplay = 'block';\n\t\t\t}\n\t\t}\n\n\t\tthis.element.style.display = slideNumberDisplay;\n\n\t}\n\n\t/**\n\t * Updates the slide number to match the current slide.\n\t */\n\tupdate() {\n\n\t\t// Update slide number if enabled\n\t\tif( this.Reveal.getConfig().slideNumber && this.element ) {\n\t\t\tthis.element.innerHTML = this.getSlideNumber();\n\t\t}\n\n\t}\n\n\t/**\n\t * Returns the HTML string corresponding to the current slide\n\t * number, including formatting.\n\t */\n\tgetSlideNumber( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet value;\n\t\tlet format = 'h.v';\n\n\t\tif ( typeof config.slideNumber === 'function' ) {\n\t\t\tvalue = config.slideNumber( slide );\n\t\t} else {\n\t\t\t// Check if a custom number format is available\n\t\t\tif( typeof config.slideNumber === 'string' ) {\n\t\t\t\tformat = config.slideNumber;\n\t\t\t}\n\n\t\t\t// If there are ONLY vertical slides in this deck, always use\n\t\t\t// a flattened slide number\n\t\t\tif( !/c/.test( format ) && this.Reveal.getHorizontalSlides().length === 1 ) {\n\t\t\t\tformat = 'c';\n\t\t\t}\n\n\t\t\t// Offset the current slide number by 1 to make it 1-indexed\n\t\t\tlet horizontalOffset = slide && slide.dataset.visibility === 'uncounted' ? 0 : 1;\n\n\t\t\tvalue = [];\n\t\t\tswitch( format ) {\n\t\t\t\tcase 'c':\n\t\t\t\t\tvalue.push( this.Reveal.getSlidePastCount( slide ) + horizontalOffset );\n\t\t\t\t\tbreak;\n\t\t\t\tcase 'c/t':\n\t\t\t\t\tvalue.push( this.Reveal.getSlidePastCount( slide ) + horizontalOffset, '/', this.Reveal.getTotalSlides() );\n\t\t\t\t\tbreak;\n\t\t\t\tdefault:\n\t\t\t\t\tlet indices = this.Reveal.getIndices( slide );\n\t\t\t\t\tvalue.push( indices.h + horizontalOffset );\n\t\t\t\t\tlet sep = format === 'h/v' ? '/' : '.';\n\t\t\t\t\tif( this.Reveal.isVerticalSlide( slide ) ) value.push( sep, indices.v + 1 );\n\t\t\t}\n\t\t}\n\n\t\tlet url = '#' + this.Reveal.location.getHash( slide );\n\t\treturn this.formatNumber( value[0], value[1], value[2], url );\n\n\t}\n\n\t/**\n\t * Applies HTML formatting to a slide number before it's\n\t * written to the DOM.\n\t *\n\t * @param {number} a Current slide\n\t * @param {string} delimiter Character to separate slide numbers\n\t * @param {(number|*)} b Total slides\n\t * @param {HTMLElement} [url='#'+locationHash()] The url to link to\n\t * @return {string} HTML string fragment\n\t */\n\tformatNumber( a, delimiter, b, url = '#' + this.Reveal.location.getHash() ) {\n\n\t\tif( typeof b === 'number' && !isNaN( b ) ) {\n\t\t\treturn `\n\t\t\t\t\t${a}\n\t\t\t\t\t${delimiter}\n\t\t\t\t\t${b}\n\t\t\t\t\t`;\n\t\t}\n\t\telse {\n\t\t\treturn `\n\t\t\t\t\t${a}\n\t\t\t\t\t`;\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","/**\n * Converts various color input formats to an {r:0,g:0,b:0} object.\n *\n * @param {string} color The string representation of a color\n * @example\n * colorToRgb('#000');\n * @example\n * colorToRgb('#000000');\n * @example\n * colorToRgb('rgb(0,0,0)');\n * @example\n * colorToRgb('rgba(0,0,0)');\n *\n * @return {{r: number, g: number, b: number, [a]: number}|null}\n */\nexport const colorToRgb = ( color ) => {\n\n\tlet hex3 = color.match( /^#([0-9a-f]{3})$/i );\n\tif( hex3 && hex3[1] ) {\n\t\thex3 = hex3[1];\n\t\treturn {\n\t\t\tr: parseInt( hex3.charAt( 0 ), 16 ) * 0x11,\n\t\t\tg: parseInt( hex3.charAt( 1 ), 16 ) * 0x11,\n\t\t\tb: parseInt( hex3.charAt( 2 ), 16 ) * 0x11\n\t\t};\n\t}\n\n\tlet hex6 = color.match( /^#([0-9a-f]{6})$/i );\n\tif( hex6 && hex6[1] ) {\n\t\thex6 = hex6[1];\n\t\treturn {\n\t\t\tr: parseInt( hex6.slice( 0, 2 ), 16 ),\n\t\t\tg: parseInt( hex6.slice( 2, 4 ), 16 ),\n\t\t\tb: parseInt( hex6.slice( 4, 6 ), 16 )\n\t\t};\n\t}\n\n\tlet rgb = color.match( /^rgb\\s*\\(\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d+)\\s*\\)$/i );\n\tif( rgb ) {\n\t\treturn {\n\t\t\tr: parseInt( rgb[1], 10 ),\n\t\t\tg: parseInt( rgb[2], 10 ),\n\t\t\tb: parseInt( rgb[3], 10 )\n\t\t};\n\t}\n\n\tlet rgba = color.match( /^rgba\\s*\\(\\s*(\\d+)\\s*,\\s*(\\d+)\\s*,\\s*(\\d+)\\s*\\,\\s*([\\d]+|[\\d]*.[\\d]+)\\s*\\)$/i );\n\tif( rgba ) {\n\t\treturn {\n\t\t\tr: parseInt( rgba[1], 10 ),\n\t\t\tg: parseInt( rgba[2], 10 ),\n\t\t\tb: parseInt( rgba[3], 10 ),\n\t\t\ta: parseFloat( rgba[4] )\n\t\t};\n\t}\n\n\treturn null;\n\n}\n\n/**\n * Calculates brightness on a scale of 0-255.\n *\n * @param {string} color See colorToRgb for supported formats.\n * @see {@link colorToRgb}\n */\nexport const colorBrightness = ( color ) => {\n\n\tif( typeof color === 'string' ) color = colorToRgb( color );\n\n\tif( color ) {\n\t\treturn ( color.r * 299 + color.g * 587 + color.b * 114 ) / 1000;\n\t}\n\n\treturn null;\n\n}","import { queryAll } from '../utils/util.js'\nimport { colorToRgb, colorBrightness } from '../utils/color.js'\n\n/**\n * Creates and updates slide backgrounds.\n */\nexport default class Backgrounds {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'backgrounds';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Creates the slide background elements and appends them\n\t * to the background container. One element is created per\n\t * slide no matter if the given slide has visible background.\n\t */\n\tcreate() {\n\n\t\t// Clear prior backgrounds\n\t\tthis.element.innerHTML = '';\n\t\tthis.element.classList.add( 'no-transition' );\n\n\t\t// Iterate over all horizontal slides\n\t\tthis.Reveal.getHorizontalSlides().forEach( slideh => {\n\n\t\t\tlet backgroundStack = this.createBackground( slideh, this.element );\n\n\t\t\t// Iterate over all vertical slides\n\t\t\tqueryAll( slideh, 'section' ).forEach( slidev => {\n\n\t\t\t\tthis.createBackground( slidev, backgroundStack );\n\n\t\t\t\tbackgroundStack.classList.add( 'stack' );\n\n\t\t\t} );\n\n\t\t} );\n\n\t\t// Add parallax background if specified\n\t\tif( this.Reveal.getConfig().parallaxBackgroundImage ) {\n\n\t\t\tthis.element.style.backgroundImage = 'url(\"' + this.Reveal.getConfig().parallaxBackgroundImage + '\")';\n\t\t\tthis.element.style.backgroundSize = this.Reveal.getConfig().parallaxBackgroundSize;\n\t\t\tthis.element.style.backgroundRepeat = this.Reveal.getConfig().parallaxBackgroundRepeat;\n\t\t\tthis.element.style.backgroundPosition = this.Reveal.getConfig().parallaxBackgroundPosition;\n\n\t\t\t// Make sure the below properties are set on the element - these properties are\n\t\t\t// needed for proper transitions to be set on the element via CSS. To remove\n\t\t\t// annoying background slide-in effect when the presentation starts, apply\n\t\t\t// these properties after short time delay\n\t\t\tsetTimeout( () => {\n\t\t\t\tthis.Reveal.getRevealElement().classList.add( 'has-parallax-background' );\n\t\t\t}, 1 );\n\n\t\t}\n\t\telse {\n\n\t\t\tthis.element.style.backgroundImage = '';\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'has-parallax-background' );\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Creates a background for the given slide.\n\t *\n\t * @param {HTMLElement} slide\n\t * @param {HTMLElement} container The element that the background\n\t * should be appended to\n\t * @return {HTMLElement} New background div\n\t */\n\tcreateBackground( slide, container ) {\n\n\t\t// Main slide background element\n\t\tlet element = document.createElement( 'div' );\n\t\telement.className = 'slide-background ' + slide.className.replace( /present|past|future/, '' );\n\n\t\t// Inner background element that wraps images/videos/iframes\n\t\tlet contentElement = document.createElement( 'div' );\n\t\tcontentElement.className = 'slide-background-content';\n\n\t\telement.appendChild( contentElement );\n\t\tcontainer.appendChild( element );\n\n\t\tslide.slideBackgroundElement = element;\n\t\tslide.slideBackgroundContentElement = contentElement;\n\n\t\t// Syncs the background to reflect all current background settings\n\t\tthis.sync( slide );\n\n\t\treturn element;\n\n\t}\n\n\t/**\n\t * Renders all of the visual properties of a slide background\n\t * based on the various background attributes.\n\t *\n\t * @param {HTMLElement} slide\n\t */\n\tsync( slide ) {\n\n\t\tconst element = slide.slideBackgroundElement,\n\t\t\tcontentElement = slide.slideBackgroundContentElement;\n\n\t\tconst data = {\n\t\t\tbackground: slide.getAttribute( 'data-background' ),\n\t\t\tbackgroundSize: slide.getAttribute( 'data-background-size' ),\n\t\t\tbackgroundImage: slide.getAttribute( 'data-background-image' ),\n\t\t\tbackgroundVideo: slide.getAttribute( 'data-background-video' ),\n\t\t\tbackgroundIframe: slide.getAttribute( 'data-background-iframe' ),\n\t\t\tbackgroundColor: slide.getAttribute( 'data-background-color' ),\n\t\t\tbackgroundRepeat: slide.getAttribute( 'data-background-repeat' ),\n\t\t\tbackgroundPosition: slide.getAttribute( 'data-background-position' ),\n\t\t\tbackgroundTransition: slide.getAttribute( 'data-background-transition' ),\n\t\t\tbackgroundOpacity: slide.getAttribute( 'data-background-opacity' ),\n\t\t};\n\n\t\tconst dataPreload = slide.hasAttribute( 'data-preload' );\n\n\t\t// Reset the prior background state in case this is not the\n\t\t// initial sync\n\t\tslide.classList.remove( 'has-dark-background' );\n\t\tslide.classList.remove( 'has-light-background' );\n\n\t\telement.removeAttribute( 'data-loaded' );\n\t\telement.removeAttribute( 'data-background-hash' );\n\t\telement.removeAttribute( 'data-background-size' );\n\t\telement.removeAttribute( 'data-background-transition' );\n\t\telement.style.backgroundColor = '';\n\n\t\tcontentElement.style.backgroundSize = '';\n\t\tcontentElement.style.backgroundRepeat = '';\n\t\tcontentElement.style.backgroundPosition = '';\n\t\tcontentElement.style.backgroundImage = '';\n\t\tcontentElement.style.opacity = '';\n\t\tcontentElement.innerHTML = '';\n\n\t\tif( data.background ) {\n\t\t\t// Auto-wrap image urls in url(...)\n\t\t\tif( /^(http|file|\\/\\/)/gi.test( data.background ) || /\\.(svg|png|jpg|jpeg|gif|bmp)([?#\\s]|$)/gi.test( data.background ) ) {\n\t\t\t\tslide.setAttribute( 'data-background-image', data.background );\n\t\t\t}\n\t\t\telse {\n\t\t\t\telement.style.background = data.background;\n\t\t\t}\n\t\t}\n\n\t\t// Create a hash for this combination of background settings.\n\t\t// This is used to determine when two slide backgrounds are\n\t\t// the same.\n\t\tif( data.background || data.backgroundColor || data.backgroundImage || data.backgroundVideo || data.backgroundIframe ) {\n\t\t\telement.setAttribute( 'data-background-hash', data.background +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundSize +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundImage +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundVideo +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundIframe +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundColor +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundRepeat +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundPosition +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundTransition +\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tdata.backgroundOpacity );\n\t\t}\n\n\t\t// Additional and optional background properties\n\t\tif( data.backgroundSize ) element.setAttribute( 'data-background-size', data.backgroundSize );\n\t\tif( data.backgroundColor ) element.style.backgroundColor = data.backgroundColor;\n\t\tif( data.backgroundTransition ) element.setAttribute( 'data-background-transition', data.backgroundTransition );\n\n\t\tif( dataPreload ) element.setAttribute( 'data-preload', '' );\n\n\t\t// Background image options are set on the content wrapper\n\t\tif( data.backgroundSize ) contentElement.style.backgroundSize = data.backgroundSize;\n\t\tif( data.backgroundRepeat ) contentElement.style.backgroundRepeat = data.backgroundRepeat;\n\t\tif( data.backgroundPosition ) contentElement.style.backgroundPosition = data.backgroundPosition;\n\t\tif( data.backgroundOpacity ) contentElement.style.opacity = data.backgroundOpacity;\n\n\t\t// If this slide has a background color, we add a class that\n\t\t// signals if it is light or dark. If the slide has no background\n\t\t// color, no class will be added\n\t\tlet contrastColor = data.backgroundColor;\n\n\t\t// If no bg color was found, or it cannot be converted by colorToRgb, check the computed background\n\t\tif( !contrastColor || !colorToRgb( contrastColor ) ) {\n\t\t\tlet computedBackgroundStyle = window.getComputedStyle( element );\n\t\t\tif( computedBackgroundStyle && computedBackgroundStyle.backgroundColor ) {\n\t\t\t\tcontrastColor = computedBackgroundStyle.backgroundColor;\n\t\t\t}\n\t\t}\n\n\t\tif( contrastColor ) {\n\t\t\tconst rgb = colorToRgb( contrastColor );\n\n\t\t\t// Ignore fully transparent backgrounds. Some browsers return\n\t\t\t// rgba(0,0,0,0) when reading the computed background color of\n\t\t\t// an element with no background\n\t\t\tif( rgb && rgb.a !== 0 ) {\n\t\t\t\tif( colorBrightness( contrastColor ) < 128 ) {\n\t\t\t\t\tslide.classList.add( 'has-dark-background' );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tslide.classList.add( 'has-light-background' );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the background elements to reflect the current\n\t * slide.\n\t *\n\t * @param {boolean} includeAll If true, the backgrounds of\n\t * all vertical slides (not just the present) will be updated.\n\t */\n\tupdate( includeAll = false ) {\n\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tlet indices = this.Reveal.getIndices();\n\n\t\tlet currentBackground = null;\n\n\t\t// Reverse past/future classes when in RTL mode\n\t\tlet horizontalPast = this.Reveal.getConfig().rtl ? 'future' : 'past',\n\t\t\thorizontalFuture = this.Reveal.getConfig().rtl ? 'past' : 'future';\n\n\t\t// Update the classes of all backgrounds to match the\n\t\t// states of their slides (past/present/future)\n\t\tArray.from( this.element.childNodes ).forEach( ( backgroundh, h ) => {\n\n\t\t\tbackgroundh.classList.remove( 'past', 'present', 'future' );\n\n\t\t\tif( h < indices.h ) {\n\t\t\t\tbackgroundh.classList.add( horizontalPast );\n\t\t\t}\n\t\t\telse if ( h > indices.h ) {\n\t\t\t\tbackgroundh.classList.add( horizontalFuture );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tbackgroundh.classList.add( 'present' );\n\n\t\t\t\t// Store a reference to the current background element\n\t\t\t\tcurrentBackground = backgroundh;\n\t\t\t}\n\n\t\t\tif( includeAll || h === indices.h ) {\n\t\t\t\tqueryAll( backgroundh, '.slide-background' ).forEach( ( backgroundv, v ) => {\n\n\t\t\t\t\tbackgroundv.classList.remove( 'past', 'present', 'future' );\n\n\t\t\t\t\tif( v < indices.v ) {\n\t\t\t\t\t\tbackgroundv.classList.add( 'past' );\n\t\t\t\t\t}\n\t\t\t\t\telse if ( v > indices.v ) {\n\t\t\t\t\t\tbackgroundv.classList.add( 'future' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tbackgroundv.classList.add( 'present' );\n\n\t\t\t\t\t\t// Only if this is the present horizontal and vertical slide\n\t\t\t\t\t\tif( h === indices.h ) currentBackground = backgroundv;\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\t\t\t}\n\n\t\t} );\n\n\t\t// Stop content inside of previous backgrounds\n\t\tif( this.previousBackground ) {\n\n\t\t\tthis.Reveal.slideContent.stopEmbeddedContent( this.previousBackground, { unloadIframes: !this.Reveal.slideContent.shouldPreload( this.previousBackground ) } );\n\n\t\t}\n\n\t\t// Start content in the current background\n\t\tif( currentBackground ) {\n\n\t\t\tthis.Reveal.slideContent.startEmbeddedContent( currentBackground );\n\n\t\t\tlet currentBackgroundContent = currentBackground.querySelector( '.slide-background-content' );\n\t\t\tif( currentBackgroundContent ) {\n\n\t\t\t\tlet backgroundImageURL = currentBackgroundContent.style.backgroundImage || '';\n\n\t\t\t\t// Restart GIFs (doesn't work in Firefox)\n\t\t\t\tif( /\\.gif/i.test( backgroundImageURL ) ) {\n\t\t\t\t\tcurrentBackgroundContent.style.backgroundImage = '';\n\t\t\t\t\twindow.getComputedStyle( currentBackgroundContent ).opacity;\n\t\t\t\t\tcurrentBackgroundContent.style.backgroundImage = backgroundImageURL;\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t\t// Don't transition between identical backgrounds. This\n\t\t\t// prevents unwanted flicker.\n\t\t\tlet previousBackgroundHash = this.previousBackground ? this.previousBackground.getAttribute( 'data-background-hash' ) : null;\n\t\t\tlet currentBackgroundHash = currentBackground.getAttribute( 'data-background-hash' );\n\t\t\tif( currentBackgroundHash && currentBackgroundHash === previousBackgroundHash && currentBackground !== this.previousBackground ) {\n\t\t\t\tthis.element.classList.add( 'no-transition' );\n\t\t\t}\n\n\t\t\tthis.previousBackground = currentBackground;\n\n\t\t}\n\n\t\t// If there's a background brightness flag for this slide,\n\t\t// bubble it to the .reveal container\n\t\tif( currentSlide ) {\n\t\t\t[ 'has-light-background', 'has-dark-background' ].forEach( classToBubble => {\n\t\t\t\tif( currentSlide.classList.contains( classToBubble ) ) {\n\t\t\t\t\tthis.Reveal.getRevealElement().classList.add( classToBubble );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.getRevealElement().classList.remove( classToBubble );\n\t\t\t\t}\n\t\t\t}, this );\n\t\t}\n\n\t\t// Allow the first background to apply without transition\n\t\tsetTimeout( () => {\n\t\t\tthis.element.classList.remove( 'no-transition' );\n\t\t}, 1 );\n\n\t}\n\n\t/**\n\t * Updates the position of the parallax background based\n\t * on the current slide index.\n\t */\n\tupdateParallax() {\n\n\t\tlet indices = this.Reveal.getIndices();\n\n\t\tif( this.Reveal.getConfig().parallaxBackgroundImage ) {\n\n\t\t\tlet horizontalSlides = this.Reveal.getHorizontalSlides(),\n\t\t\t\tverticalSlides = this.Reveal.getVerticalSlides();\n\n\t\t\tlet backgroundSize = this.element.style.backgroundSize.split( ' ' ),\n\t\t\t\tbackgroundWidth, backgroundHeight;\n\n\t\t\tif( backgroundSize.length === 1 ) {\n\t\t\t\tbackgroundWidth = backgroundHeight = parseInt( backgroundSize[0], 10 );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tbackgroundWidth = parseInt( backgroundSize[0], 10 );\n\t\t\t\tbackgroundHeight = parseInt( backgroundSize[1], 10 );\n\t\t\t}\n\n\t\t\tlet slideWidth = this.element.offsetWidth,\n\t\t\t\thorizontalSlideCount = horizontalSlides.length,\n\t\t\t\thorizontalOffsetMultiplier,\n\t\t\t\thorizontalOffset;\n\n\t\t\tif( typeof this.Reveal.getConfig().parallaxBackgroundHorizontal === 'number' ) {\n\t\t\t\thorizontalOffsetMultiplier = this.Reveal.getConfig().parallaxBackgroundHorizontal;\n\t\t\t}\n\t\t\telse {\n\t\t\t\thorizontalOffsetMultiplier = horizontalSlideCount > 1 ? ( backgroundWidth - slideWidth ) / ( horizontalSlideCount-1 ) : 0;\n\t\t\t}\n\n\t\t\thorizontalOffset = horizontalOffsetMultiplier * indices.h * -1;\n\n\t\t\tlet slideHeight = this.element.offsetHeight,\n\t\t\t\tverticalSlideCount = verticalSlides.length,\n\t\t\t\tverticalOffsetMultiplier,\n\t\t\t\tverticalOffset;\n\n\t\t\tif( typeof this.Reveal.getConfig().parallaxBackgroundVertical === 'number' ) {\n\t\t\t\tverticalOffsetMultiplier = this.Reveal.getConfig().parallaxBackgroundVertical;\n\t\t\t}\n\t\t\telse {\n\t\t\t\tverticalOffsetMultiplier = ( backgroundHeight - slideHeight ) / ( verticalSlideCount-1 );\n\t\t\t}\n\n\t\t\tverticalOffset = verticalSlideCount > 0 ? verticalOffsetMultiplier * indices.v : 0;\n\n\t\t\tthis.element.style.backgroundPosition = horizontalOffset + 'px ' + -verticalOffset + 'px';\n\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}\n","\nexport const SLIDES_SELECTOR = '.slides section';\nexport const HORIZONTAL_SLIDES_SELECTOR = '.slides>section';\nexport const VERTICAL_SLIDES_SELECTOR = '.slides>section.present>section';\n\n// Methods that may not be invoked via the postMessage API\nexport const POST_MESSAGE_METHOD_BLACKLIST = /registerPlugin|registerKeyboardShortcut|addKeyBinding|addEventListener/;\n\n// Regex for retrieving the fragment style from a class attribute\nexport const FRAGMENT_STYLE_REGEX = /fade-(down|up|right|left|out|in-then-out|in-then-semi-out)|semi-fade-out|current-visible|shrink|grow/;","import { queryAll, extend, createStyleSheet, matches, closest } from '../utils/util.js'\nimport { FRAGMENT_STYLE_REGEX } from '../utils/constants.js'\n\n// Counter used to generate unique IDs for auto-animated elements\nlet autoAnimateCounter = 0;\n\n/**\n * Automatically animates matching elements across\n * slides with the [data-auto-animate] attribute.\n */\nexport default class AutoAnimate {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Runs an auto-animation between the given slides.\n\t *\n\t * @param {HTMLElement} fromSlide\n\t * @param {HTMLElement} toSlide\n\t */\n\trun( fromSlide, toSlide ) {\n\n\t\t// Clean up after prior animations\n\t\tthis.reset();\n\n\t\tlet allSlides = this.Reveal.getSlides();\n\t\tlet toSlideIndex = allSlides.indexOf( toSlide );\n\t\tlet fromSlideIndex = allSlides.indexOf( fromSlide );\n\n\t\t// Ensure that both slides are auto-animate targets with the same data-auto-animate-id value\n\t\t// (including null if absent on both) and that data-auto-animate-restart isn't set on the\n\t\t// physically latter slide (independent of slide direction)\n\t\tif( fromSlide.hasAttribute( 'data-auto-animate' ) && toSlide.hasAttribute( 'data-auto-animate' )\n\t\t\t\t&& fromSlide.getAttribute( 'data-auto-animate-id' ) === toSlide.getAttribute( 'data-auto-animate-id' ) \n\t\t\t\t&& !( toSlideIndex > fromSlideIndex ? toSlide : fromSlide ).hasAttribute( 'data-auto-animate-restart' ) ) {\n\n\t\t\t// Create a new auto-animate sheet\n\t\t\tthis.autoAnimateStyleSheet = this.autoAnimateStyleSheet || createStyleSheet();\n\n\t\t\tlet animationOptions = this.getAutoAnimateOptions( toSlide );\n\n\t\t\t// Set our starting state\n\t\t\tfromSlide.dataset.autoAnimate = 'pending';\n\t\t\ttoSlide.dataset.autoAnimate = 'pending';\n\n\t\t\t// Flag the navigation direction, needed for fragment buildup\n\t\t\tanimationOptions.slideDirection = toSlideIndex > fromSlideIndex ? 'forward' : 'backward';\n\n\t\t\t// Inject our auto-animate styles for this transition\n\t\t\tlet css = this.getAutoAnimatableElements( fromSlide, toSlide ).map( elements => {\n\t\t\t\treturn this.autoAnimateElements( elements.from, elements.to, elements.options || {}, animationOptions, autoAnimateCounter++ );\n\t\t\t} );\n\n\t\t\t// Animate unmatched elements, if enabled\n\t\t\tif( toSlide.dataset.autoAnimateUnmatched !== 'false' && this.Reveal.getConfig().autoAnimateUnmatched === true ) {\n\n\t\t\t\t// Our default timings for unmatched elements\n\t\t\t\tlet defaultUnmatchedDuration = animationOptions.duration * 0.8,\n\t\t\t\t\tdefaultUnmatchedDelay = animationOptions.duration * 0.2;\n\n\t\t\t\tthis.getUnmatchedAutoAnimateElements( toSlide ).forEach( unmatchedElement => {\n\n\t\t\t\t\tlet unmatchedOptions = this.getAutoAnimateOptions( unmatchedElement, animationOptions );\n\t\t\t\t\tlet id = 'unmatched';\n\n\t\t\t\t\t// If there is a duration or delay set specifically for this\n\t\t\t\t\t// element our unmatched elements should adhere to those\n\t\t\t\t\tif( unmatchedOptions.duration !== animationOptions.duration || unmatchedOptions.delay !== animationOptions.delay ) {\n\t\t\t\t\t\tid = 'unmatched-' + autoAnimateCounter++;\n\t\t\t\t\t\tcss.push( `[data-auto-animate=\"running\"] [data-auto-animate-target=\"${id}\"] { transition: opacity ${unmatchedOptions.duration}s ease ${unmatchedOptions.delay}s; }` );\n\t\t\t\t\t}\n\n\t\t\t\t\tunmatchedElement.dataset.autoAnimateTarget = id;\n\n\t\t\t\t}, this );\n\n\t\t\t\t// Our default transition for unmatched elements\n\t\t\t\tcss.push( `[data-auto-animate=\"running\"] [data-auto-animate-target=\"unmatched\"] { transition: opacity ${defaultUnmatchedDuration}s ease ${defaultUnmatchedDelay}s; }` );\n\n\t\t\t}\n\n\t\t\t// Setting the whole chunk of CSS at once is the most\n\t\t\t// efficient way to do this. Using sheet.insertRule\n\t\t\t// is multiple factors slower.\n\t\t\tthis.autoAnimateStyleSheet.innerHTML = css.join( '' );\n\n\t\t\t// Start the animation next cycle\n\t\t\trequestAnimationFrame( () => {\n\t\t\t\tif( this.autoAnimateStyleSheet ) {\n\t\t\t\t\t// This forces our newly injected styles to be applied in Firefox\n\t\t\t\t\tgetComputedStyle( this.autoAnimateStyleSheet ).fontWeight;\n\n\t\t\t\t\ttoSlide.dataset.autoAnimate = 'running';\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'autoanimate',\n\t\t\t\tdata: {\n\t\t\t\t\tfromSlide,\n\t\t\t\t\ttoSlide,\n\t\t\t\t\tsheet: this.autoAnimateStyleSheet\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Rolls back all changes that we've made to the DOM so\n\t * that as part of animating.\n\t */\n\treset() {\n\n\t\t// Reset slides\n\t\tqueryAll( this.Reveal.getRevealElement(), '[data-auto-animate]:not([data-auto-animate=\"\"])' ).forEach( element => {\n\t\t\telement.dataset.autoAnimate = '';\n\t\t} );\n\n\t\t// Reset elements\n\t\tqueryAll( this.Reveal.getRevealElement(), '[data-auto-animate-target]' ).forEach( element => {\n\t\t\tdelete element.dataset.autoAnimateTarget;\n\t\t} );\n\n\t\t// Remove the animation sheet\n\t\tif( this.autoAnimateStyleSheet && this.autoAnimateStyleSheet.parentNode ) {\n\t\t\tthis.autoAnimateStyleSheet.parentNode.removeChild( this.autoAnimateStyleSheet );\n\t\t\tthis.autoAnimateStyleSheet = null;\n\t\t}\n\n\t}\n\n\t/**\n\t * Creates a FLIP animation where the `to` element starts out\n\t * in the `from` element position and animates to its original\n\t * state.\n\t *\n\t * @param {HTMLElement} from\n\t * @param {HTMLElement} to\n\t * @param {Object} elementOptions Options for this element pair\n\t * @param {Object} animationOptions Options set at the slide level\n\t * @param {String} id Unique ID that we can use to identify this\n\t * auto-animate element in the DOM\n\t */\n\tautoAnimateElements( from, to, elementOptions, animationOptions, id ) {\n\n\t\t// 'from' elements are given a data-auto-animate-target with no value,\n\t\t// 'to' elements are are given a data-auto-animate-target with an ID\n\t\tfrom.dataset.autoAnimateTarget = '';\n\t\tto.dataset.autoAnimateTarget = id;\n\n\t\t// Each element may override any of the auto-animate options\n\t\t// like transition easing, duration and delay via data-attributes\n\t\tlet options = this.getAutoAnimateOptions( to, animationOptions );\n\n\t\t// If we're using a custom element matcher the element options\n\t\t// may contain additional transition overrides\n\t\tif( typeof elementOptions.delay !== 'undefined' ) options.delay = elementOptions.delay;\n\t\tif( typeof elementOptions.duration !== 'undefined' ) options.duration = elementOptions.duration;\n\t\tif( typeof elementOptions.easing !== 'undefined' ) options.easing = elementOptions.easing;\n\n\t\tlet fromProps = this.getAutoAnimatableProperties( 'from', from, elementOptions ),\n\t\t\ttoProps = this.getAutoAnimatableProperties( 'to', to, elementOptions );\n\n\t\t// Maintain fragment visibility for matching elements when\n\t\t// we're navigating forwards, this way the viewer won't need\n\t\t// to step through the same fragments twice\n\t\tif( to.classList.contains( 'fragment' ) ) {\n\n\t\t\t// Don't auto-animate the opacity of fragments to avoid\n\t\t\t// conflicts with fragment animations\n\t\t\tdelete toProps.styles['opacity'];\n\n\t\t\tif( from.classList.contains( 'fragment' ) ) {\n\n\t\t\t\tlet fromFragmentStyle = ( from.className.match( FRAGMENT_STYLE_REGEX ) || [''] )[0];\n\t\t\t\tlet toFragmentStyle = ( to.className.match( FRAGMENT_STYLE_REGEX ) || [''] )[0];\n\n\t\t\t\t// Only skip the fragment if the fragment animation style\n\t\t\t\t// remains unchanged\n\t\t\t\tif( fromFragmentStyle === toFragmentStyle && animationOptions.slideDirection === 'forward' ) {\n\t\t\t\t\tto.classList.add( 'visible', 'disabled' );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\t// If translation and/or scaling are enabled, css transform\n\t\t// the 'to' element so that it matches the position and size\n\t\t// of the 'from' element\n\t\tif( elementOptions.translate !== false || elementOptions.scale !== false ) {\n\n\t\t\tlet presentationScale = this.Reveal.getScale();\n\n\t\t\tlet delta = {\n\t\t\t\tx: ( fromProps.x - toProps.x ) / presentationScale,\n\t\t\t\ty: ( fromProps.y - toProps.y ) / presentationScale,\n\t\t\t\tscaleX: fromProps.width / toProps.width,\n\t\t\t\tscaleY: fromProps.height / toProps.height\n\t\t\t};\n\n\t\t\t// Limit decimal points to avoid 0.0001px blur and stutter\n\t\t\tdelta.x = Math.round( delta.x * 1000 ) / 1000;\n\t\t\tdelta.y = Math.round( delta.y * 1000 ) / 1000;\n\t\t\tdelta.scaleX = Math.round( delta.scaleX * 1000 ) / 1000;\n\t\t\tdelta.scaleX = Math.round( delta.scaleX * 1000 ) / 1000;\n\n\t\t\tlet translate = elementOptions.translate !== false && ( delta.x !== 0 || delta.y !== 0 ),\n\t\t\t\tscale = elementOptions.scale !== false && ( delta.scaleX !== 0 || delta.scaleY !== 0 );\n\n\t\t\t// No need to transform if nothing's changed\n\t\t\tif( translate || scale ) {\n\n\t\t\t\tlet transform = [];\n\n\t\t\t\tif( translate ) transform.push( `translate(${delta.x}px, ${delta.y}px)` );\n\t\t\t\tif( scale ) transform.push( `scale(${delta.scaleX}, ${delta.scaleY})` );\n\n\t\t\t\tfromProps.styles['transform'] = transform.join( ' ' );\n\t\t\t\tfromProps.styles['transform-origin'] = 'top left';\n\n\t\t\t\ttoProps.styles['transform'] = 'none';\n\n\t\t\t}\n\n\t\t}\n\n\t\t// Delete all unchanged 'to' styles\n\t\tfor( let propertyName in toProps.styles ) {\n\t\t\tconst toValue = toProps.styles[propertyName];\n\t\t\tconst fromValue = fromProps.styles[propertyName];\n\n\t\t\tif( toValue === fromValue ) {\n\t\t\t\tdelete toProps.styles[propertyName];\n\t\t\t}\n\t\t\telse {\n\t\t\t\t// If these property values were set via a custom matcher providing\n\t\t\t\t// an explicit 'from' and/or 'to' value, we always inject those values.\n\t\t\t\tif( toValue.explicitValue === true ) {\n\t\t\t\t\ttoProps.styles[propertyName] = toValue.value;\n\t\t\t\t}\n\n\t\t\t\tif( fromValue.explicitValue === true ) {\n\t\t\t\t\tfromProps.styles[propertyName] = fromValue.value;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tlet css = '';\n\n\t\tlet toStyleProperties = Object.keys( toProps.styles );\n\n\t\t// Only create animate this element IF at least one style\n\t\t// property has changed\n\t\tif( toStyleProperties.length > 0 ) {\n\n\t\t\t// Instantly move to the 'from' state\n\t\t\tfromProps.styles['transition'] = 'none';\n\n\t\t\t// Animate towards the 'to' state\n\t\t\ttoProps.styles['transition'] = `all ${options.duration}s ${options.easing} ${options.delay}s`;\n\t\t\ttoProps.styles['transition-property'] = toStyleProperties.join( ', ' );\n\t\t\ttoProps.styles['will-change'] = toStyleProperties.join( ', ' );\n\n\t\t\t// Build up our custom CSS. We need to override inline styles\n\t\t\t// so we need to make our styles vErY IMPORTANT!1!!\n\t\t\tlet fromCSS = Object.keys( fromProps.styles ).map( propertyName => {\n\t\t\t\treturn propertyName + ': ' + fromProps.styles[propertyName] + ' !important;';\n\t\t\t} ).join( '' );\n\n\t\t\tlet toCSS = Object.keys( toProps.styles ).map( propertyName => {\n\t\t\t\treturn propertyName + ': ' + toProps.styles[propertyName] + ' !important;';\n\t\t\t} ).join( '' );\n\n\t\t\tcss = \t'[data-auto-animate-target=\"'+ id +'\"] {'+ fromCSS +'}' +\n\t\t\t\t\t'[data-auto-animate=\"running\"] [data-auto-animate-target=\"'+ id +'\"] {'+ toCSS +'}';\n\n\t\t}\n\n\t\treturn css;\n\n\t}\n\n\t/**\n\t * Returns the auto-animate options for the given element.\n\t *\n\t * @param {HTMLElement} element Element to pick up options\n\t * from, either a slide or an animation target\n\t * @param {Object} [inheritedOptions] Optional set of existing\n\t * options\n\t */\n\tgetAutoAnimateOptions( element, inheritedOptions ) {\n\n\t\tlet options = {\n\t\t\teasing: this.Reveal.getConfig().autoAnimateEasing,\n\t\t\tduration: this.Reveal.getConfig().autoAnimateDuration,\n\t\t\tdelay: 0\n\t\t};\n\n\t\toptions = extend( options, inheritedOptions );\n\n\t\t// Inherit options from parent elements\n\t\tif( element.parentNode ) {\n\t\t\tlet autoAnimatedParent = closest( element.parentNode, '[data-auto-animate-target]' );\n\t\t\tif( autoAnimatedParent ) {\n\t\t\t\toptions = this.getAutoAnimateOptions( autoAnimatedParent, options );\n\t\t\t}\n\t\t}\n\n\t\tif( element.dataset.autoAnimateEasing ) {\n\t\t\toptions.easing = element.dataset.autoAnimateEasing;\n\t\t}\n\n\t\tif( element.dataset.autoAnimateDuration ) {\n\t\t\toptions.duration = parseFloat( element.dataset.autoAnimateDuration );\n\t\t}\n\n\t\tif( element.dataset.autoAnimateDelay ) {\n\t\t\toptions.delay = parseFloat( element.dataset.autoAnimateDelay );\n\t\t}\n\n\t\treturn options;\n\n\t}\n\n\t/**\n\t * Returns an object containing all of the properties\n\t * that can be auto-animated for the given element and\n\t * their current computed values.\n\t *\n\t * @param {String} direction 'from' or 'to'\n\t */\n\tgetAutoAnimatableProperties( direction, element, elementOptions ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\tlet properties = { styles: [] };\n\n\t\t// Position and size\n\t\tif( elementOptions.translate !== false || elementOptions.scale !== false ) {\n\t\t\tlet bounds;\n\n\t\t\t// Custom auto-animate may optionally return a custom tailored\n\t\t\t// measurement function\n\t\t\tif( typeof elementOptions.measure === 'function' ) {\n\t\t\t\tbounds = elementOptions.measure( element );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( config.center ) {\n\t\t\t\t\t// More precise, but breaks when used in combination\n\t\t\t\t\t// with zoom for scaling the deck ¯\\_(ツ)_/¯\n\t\t\t\t\tbounds = element.getBoundingClientRect();\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tlet scale = this.Reveal.getScale();\n\t\t\t\t\tbounds = {\n\t\t\t\t\t\tx: element.offsetLeft * scale,\n\t\t\t\t\t\ty: element.offsetTop * scale,\n\t\t\t\t\t\twidth: element.offsetWidth * scale,\n\t\t\t\t\t\theight: element.offsetHeight * scale\n\t\t\t\t\t};\n\t\t\t\t}\n\t\t\t}\n\n\t\t\tproperties.x = bounds.x;\n\t\t\tproperties.y = bounds.y;\n\t\t\tproperties.width = bounds.width;\n\t\t\tproperties.height = bounds.height;\n\t\t}\n\n\t\tconst computedStyles = getComputedStyle( element );\n\n\t\t// CSS styles\n\t\t( elementOptions.styles || config.autoAnimateStyles ).forEach( style => {\n\t\t\tlet value;\n\n\t\t\t// `style` is either the property name directly, or an object\n\t\t\t// definition of a style property\n\t\t\tif( typeof style === 'string' ) style = { property: style };\n\n\t\t\tif( typeof style.from !== 'undefined' && direction === 'from' ) {\n\t\t\t\tvalue = { value: style.from, explicitValue: true };\n\t\t\t}\n\t\t\telse if( typeof style.to !== 'undefined' && direction === 'to' ) {\n\t\t\t\tvalue = { value: style.to, explicitValue: true };\n\t\t\t}\n\t\t\telse {\n\t\t\t\tvalue = computedStyles[style.property];\n\t\t\t}\n\n\t\t\tif( value !== '' ) {\n\t\t\t\tproperties.styles[style.property] = value;\n\t\t\t}\n\t\t} );\n\n\t\treturn properties;\n\n\t}\n\n\t/**\n\t * Get a list of all element pairs that we can animate\n\t * between the given slides.\n\t *\n\t * @param {HTMLElement} fromSlide\n\t * @param {HTMLElement} toSlide\n\t *\n\t * @return {Array} Each value is an array where [0] is\n\t * the element we're animating from and [1] is the\n\t * element we're animating to\n\t */\n\tgetAutoAnimatableElements( fromSlide, toSlide ) {\n\n\t\tlet matcher = typeof this.Reveal.getConfig().autoAnimateMatcher === 'function' ? this.Reveal.getConfig().autoAnimateMatcher : this.getAutoAnimatePairs;\n\n\t\tlet pairs = matcher.call( this, fromSlide, toSlide );\n\n\t\tlet reserved = [];\n\n\t\t// Remove duplicate pairs\n\t\treturn pairs.filter( ( pair, index ) => {\n\t\t\tif( reserved.indexOf( pair.to ) === -1 ) {\n\t\t\t\treserved.push( pair.to );\n\t\t\t\treturn true;\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Identifies matching elements between slides.\n\t *\n\t * You can specify a custom matcher function by using\n\t * the `autoAnimateMatcher` config option.\n\t */\n\tgetAutoAnimatePairs( fromSlide, toSlide ) {\n\n\t\tlet pairs = [];\n\n\t\tconst codeNodes = 'pre';\n\t\tconst textNodes = 'h1, h2, h3, h4, h5, h6, p, li';\n\t\tconst mediaNodes = 'img, video, iframe';\n\n\t\t// Eplicit matches via data-id\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, '[data-id]', node => {\n\t\t\treturn node.nodeName + ':::' + node.getAttribute( 'data-id' );\n\t\t} );\n\n\t\t// Text\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, textNodes, node => {\n\t\t\treturn node.nodeName + ':::' + node.innerText;\n\t\t} );\n\n\t\t// Media\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, mediaNodes, node => {\n\t\t\treturn node.nodeName + ':::' + ( node.getAttribute( 'src' ) || node.getAttribute( 'data-src' ) );\n\t\t} );\n\n\t\t// Code\n\t\tthis.findAutoAnimateMatches( pairs, fromSlide, toSlide, codeNodes, node => {\n\t\t\treturn node.nodeName + ':::' + node.innerText;\n\t\t} );\n\n\t\tpairs.forEach( pair => {\n\n\t\t\t// Disable scale transformations on text nodes, we transition\n\t\t\t// each individual text property instead\n\t\t\tif( matches( pair.from, textNodes ) ) {\n\t\t\t\tpair.options = { scale: false };\n\t\t\t}\n\t\t\t// Animate individual lines of code\n\t\t\telse if( matches( pair.from, codeNodes ) ) {\n\n\t\t\t\t// Transition the code block's width and height instead of scaling\n\t\t\t\t// to prevent its content from being squished\n\t\t\t\tpair.options = { scale: false, styles: [ 'width', 'height' ] };\n\n\t\t\t\t// Lines of code\n\t\t\t\tthis.findAutoAnimateMatches( pairs, pair.from, pair.to, '.hljs .hljs-ln-code', node => {\n\t\t\t\t\treturn node.textContent;\n\t\t\t\t}, {\n\t\t\t\t\tscale: false,\n\t\t\t\t\tstyles: [],\n\t\t\t\t\tmeasure: this.getLocalBoundingBox.bind( this )\n\t\t\t\t} );\n\n\t\t\t\t// Line numbers\n\t\t\t\tthis.findAutoAnimateMatches( pairs, pair.from, pair.to, '.hljs .hljs-ln-line[data-line-number]', node => {\n\t\t\t\t\treturn node.getAttribute( 'data-line-number' );\n\t\t\t\t}, {\n\t\t\t\t\tscale: false,\n\t\t\t\t\tstyles: [ 'width' ],\n\t\t\t\t\tmeasure: this.getLocalBoundingBox.bind( this )\n\t\t\t\t} );\n\n\t\t\t}\n\n\t\t}, this );\n\n\t\treturn pairs;\n\n\t}\n\n\t/**\n\t * Helper method which returns a bounding box based on\n\t * the given elements offset coordinates.\n\t *\n\t * @param {HTMLElement} element\n\t * @return {Object} x, y, width, height\n\t */\n\tgetLocalBoundingBox( element ) {\n\n\t\tconst presentationScale = this.Reveal.getScale();\n\n\t\treturn {\n\t\t\tx: Math.round( ( element.offsetLeft * presentationScale ) * 100 ) / 100,\n\t\t\ty: Math.round( ( element.offsetTop * presentationScale ) * 100 ) / 100,\n\t\t\twidth: Math.round( ( element.offsetWidth * presentationScale ) * 100 ) / 100,\n\t\t\theight: Math.round( ( element.offsetHeight * presentationScale ) * 100 ) / 100\n\t\t};\n\n\t}\n\n\t/**\n\t * Finds matching elements between two slides.\n\t *\n\t * @param {Array} pairs \tList of pairs to push matches to\n\t * @param {HTMLElement} fromScope Scope within the from element exists\n\t * @param {HTMLElement} toScope Scope within the to element exists\n\t * @param {String} selector CSS selector of the element to match\n\t * @param {Function} serializer A function that accepts an element and returns\n\t * a stringified ID based on its contents\n\t * @param {Object} animationOptions Optional config options for this pair\n\t */\n\tfindAutoAnimateMatches( pairs, fromScope, toScope, selector, serializer, animationOptions ) {\n\n\t\tlet fromMatches = {};\n\t\tlet toMatches = {};\n\n\t\t[].slice.call( fromScope.querySelectorAll( selector ) ).forEach( ( element, i ) => {\n\t\t\tconst key = serializer( element );\n\t\t\tif( typeof key === 'string' && key.length ) {\n\t\t\t\tfromMatches[key] = fromMatches[key] || [];\n\t\t\t\tfromMatches[key].push( element );\n\t\t\t}\n\t\t} );\n\n\t\t[].slice.call( toScope.querySelectorAll( selector ) ).forEach( ( element, i ) => {\n\t\t\tconst key = serializer( element );\n\t\t\ttoMatches[key] = toMatches[key] || [];\n\t\t\ttoMatches[key].push( element );\n\n\t\t\tlet fromElement;\n\n\t\t\t// Retrieve the 'from' element\n\t\t\tif( fromMatches[key] ) {\n\t\t\t\tconst pimaryIndex = toMatches[key].length - 1;\n\t\t\t\tconst secondaryIndex = fromMatches[key].length - 1;\n\n\t\t\t\t// If there are multiple identical from elements, retrieve\n\t\t\t\t// the one at the same index as our to-element.\n\t\t\t\tif( fromMatches[key][ pimaryIndex ] ) {\n\t\t\t\t\tfromElement = fromMatches[key][ pimaryIndex ];\n\t\t\t\t\tfromMatches[key][ pimaryIndex ] = null;\n\t\t\t\t}\n\t\t\t\t// If there are no matching from-elements at the same index,\n\t\t\t\t// use the last one.\n\t\t\t\telse if( fromMatches[key][ secondaryIndex ] ) {\n\t\t\t\t\tfromElement = fromMatches[key][ secondaryIndex ];\n\t\t\t\t\tfromMatches[key][ secondaryIndex ] = null;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\t// If we've got a matching pair, push it to the list of pairs\n\t\t\tif( fromElement ) {\n\t\t\t\tpairs.push({\n\t\t\t\t\tfrom: fromElement,\n\t\t\t\t\tto: element,\n\t\t\t\t\toptions: animationOptions\n\t\t\t\t});\n\t\t\t}\n\t\t} );\n\n\t}\n\n\t/**\n\t * Returns a all elements within the given scope that should\n\t * be considered unmatched in an auto-animate transition. If\n\t * fading of unmatched elements is turned on, these elements\n\t * will fade when going between auto-animate slides.\n\t *\n\t * Note that parents of auto-animate targets are NOT considerd\n\t * unmatched since fading them would break the auto-animation.\n\t *\n\t * @param {HTMLElement} rootElement\n\t * @return {Array}\n\t */\n\tgetUnmatchedAutoAnimateElements( rootElement ) {\n\n\t\treturn [].slice.call( rootElement.children ).reduce( ( result, element ) => {\n\n\t\t\tconst containsAnimatedElements = element.querySelector( '[data-auto-animate-target]' );\n\n\t\t\t// The element is unmatched if\n\t\t\t// - It is not an auto-animate target\n\t\t\t// - It does not contain any auto-animate targets\n\t\t\tif( !element.hasAttribute( 'data-auto-animate-target' ) && !containsAnimatedElements ) {\n\t\t\t\tresult.push( element );\n\t\t\t}\n\n\t\t\tif( element.querySelector( '[data-auto-animate-target]' ) ) {\n\t\t\t\tresult = result.concat( this.getUnmatchedAutoAnimateElements( element ) );\n\t\t\t}\n\n\t\t\treturn result;\n\n\t\t}, [] );\n\n\t}\n\n}\n","import { extend, queryAll } from '../utils/util.js'\n\n/**\n * Handles sorting and navigation of slide fragments.\n * Fragments are elements within a slide that are\n * revealed/animated incrementally.\n */\nexport default class Fragments {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.fragments === false ) {\n\t\t\tthis.disable();\n\t\t}\n\t\telse if( oldConfig.fragments === false ) {\n\t\t\tthis.enable();\n\t\t}\n\n\t}\n\n\t/**\n\t * If fragments are disabled in the deck, they should all be\n\t * visible rather than stepped through.\n\t */\n\tdisable() {\n\n\t\tqueryAll( this.Reveal.getSlidesElement(), '.fragment' ).forEach( element => {\n\t\t\telement.classList.add( 'visible' );\n\t\t\telement.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Reverse of #disable(). Only called if fragments have\n\t * previously been disabled.\n\t */\n\tenable() {\n\n\t\tqueryAll( this.Reveal.getSlidesElement(), '.fragment' ).forEach( element => {\n\t\t\telement.classList.remove( 'visible' );\n\t\t\telement.classList.remove( 'current-fragment' );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Returns an object describing the available fragment\n\t * directions.\n\t *\n\t * @return {{prev: boolean, next: boolean}}\n\t */\n\tavailableRoutes() {\n\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide && this.Reveal.getConfig().fragments ) {\n\t\t\tlet fragments = currentSlide.querySelectorAll( '.fragment:not(.disabled)' );\n\t\t\tlet hiddenFragments = currentSlide.querySelectorAll( '.fragment:not(.disabled):not(.visible)' );\n\n\t\t\treturn {\n\t\t\t\tprev: fragments.length - hiddenFragments.length > 0,\n\t\t\t\tnext: !!hiddenFragments.length\n\t\t\t};\n\t\t}\n\t\telse {\n\t\t\treturn { prev: false, next: false };\n\t\t}\n\n\t}\n\n\t/**\n\t * Return a sorted fragments list, ordered by an increasing\n\t * \"data-fragment-index\" attribute.\n\t *\n\t * Fragments will be revealed in the order that they are returned by\n\t * this function, so you can use the index attributes to control the\n\t * order of fragment appearance.\n\t *\n\t * To maintain a sensible default fragment order, fragments are presumed\n\t * to be passed in document order. This function adds a \"fragment-index\"\n\t * attribute to each node if such an attribute is not already present,\n\t * and sets that attribute to an integer value which is the position of\n\t * the fragment within the fragments list.\n\t *\n\t * @param {object[]|*} fragments\n\t * @param {boolean} grouped If true the returned array will contain\n\t * nested arrays for all fragments with the same index\n\t * @return {object[]} sorted Sorted array of fragments\n\t */\n\tsort( fragments, grouped = false ) {\n\n\t\tfragments = Array.from( fragments );\n\n\t\tlet ordered = [],\n\t\t\tunordered = [],\n\t\t\tsorted = [];\n\n\t\t// Group ordered and unordered elements\n\t\tfragments.forEach( fragment => {\n\t\t\tif( fragment.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\tlet index = parseInt( fragment.getAttribute( 'data-fragment-index' ), 10 );\n\n\t\t\t\tif( !ordered[index] ) {\n\t\t\t\t\tordered[index] = [];\n\t\t\t\t}\n\n\t\t\t\tordered[index].push( fragment );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tunordered.push( [ fragment ] );\n\t\t\t}\n\t\t} );\n\n\t\t// Append fragments without explicit indices in their\n\t\t// DOM order\n\t\tordered = ordered.concat( unordered );\n\n\t\t// Manually count the index up per group to ensure there\n\t\t// are no gaps\n\t\tlet index = 0;\n\n\t\t// Push all fragments in their sorted order to an array,\n\t\t// this flattens the groups\n\t\tordered.forEach( group => {\n\t\t\tgroup.forEach( fragment => {\n\t\t\t\tsorted.push( fragment );\n\t\t\t\tfragment.setAttribute( 'data-fragment-index', index );\n\t\t\t} );\n\n\t\t\tindex ++;\n\t\t} );\n\n\t\treturn grouped === true ? ordered : sorted;\n\n\t}\n\n\t/**\n\t * Sorts and formats all of fragments in the\n\t * presentation.\n\t */\n\tsortAll() {\n\n\t\tthis.Reveal.getHorizontalSlides().forEach( horizontalSlide => {\n\n\t\t\tlet verticalSlides = queryAll( horizontalSlide, 'section' );\n\t\t\tverticalSlides.forEach( ( verticalSlide, y ) => {\n\n\t\t\t\tthis.sort( verticalSlide.querySelectorAll( '.fragment' ) );\n\n\t\t\t}, this );\n\n\t\t\tif( verticalSlides.length === 0 ) this.sort( horizontalSlide.querySelectorAll( '.fragment' ) );\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Refreshes the fragments on the current slide so that they\n\t * have the appropriate classes (.visible + .current-fragment).\n\t *\n\t * @param {number} [index] The index of the current fragment\n\t * @param {array} [fragments] Array containing all fragments\n\t * in the current slide\n\t *\n\t * @return {{shown: array, hidden: array}}\n\t */\n\tupdate( index, fragments ) {\n\n\t\tlet changedFragments = {\n\t\t\tshown: [],\n\t\t\thidden: []\n\t\t};\n\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide && this.Reveal.getConfig().fragments ) {\n\n\t\t\tfragments = fragments || this.sort( currentSlide.querySelectorAll( '.fragment' ) );\n\n\t\t\tif( fragments.length ) {\n\n\t\t\t\tlet maxIndex = 0;\n\n\t\t\t\tif( typeof index !== 'number' ) {\n\t\t\t\t\tlet currentFragment = this.sort( currentSlide.querySelectorAll( '.fragment.visible' ) ).pop();\n\t\t\t\t\tif( currentFragment ) {\n\t\t\t\t\t\tindex = parseInt( currentFragment.getAttribute( 'data-fragment-index' ) || 0, 10 );\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\tArray.from( fragments ).forEach( ( el, i ) => {\n\n\t\t\t\t\tif( el.hasAttribute( 'data-fragment-index' ) ) {\n\t\t\t\t\t\ti = parseInt( el.getAttribute( 'data-fragment-index' ), 10 );\n\t\t\t\t\t}\n\n\t\t\t\t\tmaxIndex = Math.max( maxIndex, i );\n\n\t\t\t\t\t// Visible fragments\n\t\t\t\t\tif( i <= index ) {\n\t\t\t\t\t\tlet wasVisible = el.classList.contains( 'visible' )\n\t\t\t\t\t\tel.classList.add( 'visible' );\n\t\t\t\t\t\tel.classList.remove( 'current-fragment' );\n\n\t\t\t\t\t\tif( i === index ) {\n\t\t\t\t\t\t\t// Announce the fragments one by one to the Screen Reader\n\t\t\t\t\t\t\tthis.Reveal.announceStatus( this.Reveal.getStatusText( el ) );\n\n\t\t\t\t\t\t\tel.classList.add( 'current-fragment' );\n\t\t\t\t\t\t\tthis.Reveal.slideContent.startEmbeddedContent( el );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\tif( !wasVisible ) {\n\t\t\t\t\t\t\tchangedFragments.shown.push( el )\n\t\t\t\t\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\t\t\t\t\ttarget: el,\n\t\t\t\t\t\t\t\ttype: 'visible',\n\t\t\t\t\t\t\t\tbubbles: false\n\t\t\t\t\t\t\t});\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\t// Hidden fragments\n\t\t\t\t\telse {\n\t\t\t\t\t\tlet wasVisible = el.classList.contains( 'visible' )\n\t\t\t\t\t\tel.classList.remove( 'visible' );\n\t\t\t\t\t\tel.classList.remove( 'current-fragment' );\n\n\t\t\t\t\t\tif( wasVisible ) {\n\t\t\t\t\t\t\tthis.Reveal.slideContent.stopEmbeddedContent( el );\n\t\t\t\t\t\t\tchangedFragments.hidden.push( el );\n\t\t\t\t\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\t\t\t\t\ttarget: el,\n\t\t\t\t\t\t\t\ttype: 'hidden',\n\t\t\t\t\t\t\t\tbubbles: false\n\t\t\t\t\t\t\t});\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\n\t\t\t\t} );\n\n\t\t\t\t// Write the current fragment index to the slide
.\n\t\t\t\t// This can be used by end users to apply styles based on\n\t\t\t\t// the current fragment index.\n\t\t\t\tindex = typeof index === 'number' ? index : -1;\n\t\t\t\tindex = Math.max( Math.min( index, maxIndex ), -1 );\n\t\t\t\tcurrentSlide.setAttribute( 'data-fragment', index );\n\n\t\t\t}\n\n\t\t}\n\n\t\treturn changedFragments;\n\n\t}\n\n\t/**\n\t * Formats the fragments on the given slide so that they have\n\t * valid indices. Call this if fragments are changed in the DOM\n\t * after reveal.js has already initialized.\n\t *\n\t * @param {HTMLElement} slide\n\t * @return {Array} a list of the HTML fragments that were synced\n\t */\n\tsync( slide = this.Reveal.getCurrentSlide() ) {\n\n\t\treturn this.sort( slide.querySelectorAll( '.fragment' ) );\n\n\t}\n\n\t/**\n\t * Navigate to the specified slide fragment.\n\t *\n\t * @param {?number} index The index of the fragment that\n\t * should be shown, -1 means all are invisible\n\t * @param {number} offset Integer offset to apply to the\n\t * fragment index\n\t *\n\t * @return {boolean} true if a change was made in any\n\t * fragments visibility as part of this call\n\t */\n\tgoto( index, offset = 0 ) {\n\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide && this.Reveal.getConfig().fragments ) {\n\n\t\t\tlet fragments = this.sort( currentSlide.querySelectorAll( '.fragment:not(.disabled)' ) );\n\t\t\tif( fragments.length ) {\n\n\t\t\t\t// If no index is specified, find the current\n\t\t\t\tif( typeof index !== 'number' ) {\n\t\t\t\t\tlet lastVisibleFragment = this.sort( currentSlide.querySelectorAll( '.fragment:not(.disabled).visible' ) ).pop();\n\n\t\t\t\t\tif( lastVisibleFragment ) {\n\t\t\t\t\t\tindex = parseInt( lastVisibleFragment.getAttribute( 'data-fragment-index' ) || 0, 10 );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tindex = -1;\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\t// Apply the offset if there is one\n\t\t\t\tindex += offset;\n\n\t\t\t\tlet changedFragments = this.update( index, fragments );\n\n\t\t\t\tif( changedFragments.hidden.length ) {\n\t\t\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\t\t\ttype: 'fragmenthidden',\n\t\t\t\t\t\tdata: {\n\t\t\t\t\t\t\tfragment: changedFragments.hidden[0],\n\t\t\t\t\t\t\tfragments: changedFragments.hidden\n\t\t\t\t\t\t}\n\t\t\t\t\t});\n\t\t\t\t}\n\n\t\t\t\tif( changedFragments.shown.length ) {\n\t\t\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\t\t\ttype: 'fragmentshown',\n\t\t\t\t\t\tdata: {\n\t\t\t\t\t\t\tfragment: changedFragments.shown[0],\n\t\t\t\t\t\t\tfragments: changedFragments.shown\n\t\t\t\t\t\t}\n\t\t\t\t\t});\n\t\t\t\t}\n\n\t\t\t\tthis.Reveal.controls.update();\n\t\t\t\tthis.Reveal.progress.update();\n\n\t\t\t\tif( this.Reveal.getConfig().fragmentInURL ) {\n\t\t\t\t\tthis.Reveal.location.writeURL();\n\t\t\t\t}\n\n\t\t\t\treturn !!( changedFragments.shown.length || changedFragments.hidden.length );\n\n\t\t\t}\n\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Navigate to the next slide fragment.\n\t *\n\t * @return {boolean} true if there was a next fragment,\n\t * false otherwise\n\t */\n\tnext() {\n\n\t\treturn this.goto( null, 1 );\n\n\t}\n\n\t/**\n\t * Navigate to the previous slide fragment.\n\t *\n\t * @return {boolean} true if there was a previous fragment,\n\t * false otherwise\n\t */\n\tprev() {\n\n\t\treturn this.goto( null, -1 );\n\n\t}\n\n}","import { SLIDES_SELECTOR } from '../utils/constants.js'\nimport { extend, queryAll, transformElement } from '../utils/util.js'\n\n/**\n * Handles all logic related to the overview mode\n * (birds-eye view of all slides).\n */\nexport default class Overview {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.active = false;\n\n\t\tthis.onSlideClicked = this.onSlideClicked.bind( this );\n\n\t}\n\n\t/**\n\t * Displays the overview of slides (quick nav) by scaling\n\t * down and arranging all slide elements.\n\t */\n\tactivate() {\n\n\t\t// Only proceed if enabled in config\n\t\tif( this.Reveal.getConfig().overview && !this.isActive() ) {\n\n\t\t\tthis.active = true;\n\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'overview' );\n\n\t\t\t// Don't auto-slide while in overview mode\n\t\t\tthis.Reveal.cancelAutoSlide();\n\n\t\t\t// Move the backgrounds element into the slide container to\n\t\t\t// that the same scaling is applied\n\t\t\tthis.Reveal.getSlidesElement().appendChild( this.Reveal.getBackgroundsElement() );\n\n\t\t\t// Clicking on an overview slide navigates to it\n\t\t\tqueryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR ).forEach( slide => {\n\t\t\t\tif( !slide.classList.contains( 'stack' ) ) {\n\t\t\t\t\tslide.addEventListener( 'click', this.onSlideClicked, true );\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\t// Calculate slide sizes\n\t\t\tconst margin = 70;\n\t\t\tconst slideSize = this.Reveal.getComputedSlideSize();\n\t\t\tthis.overviewSlideWidth = slideSize.width + margin;\n\t\t\tthis.overviewSlideHeight = slideSize.height + margin;\n\n\t\t\t// Reverse in RTL mode\n\t\t\tif( this.Reveal.getConfig().rtl ) {\n\t\t\t\tthis.overviewSlideWidth = -this.overviewSlideWidth;\n\t\t\t}\n\n\t\t\tthis.Reveal.updateSlidesVisibility();\n\n\t\t\tthis.layout();\n\t\t\tthis.update();\n\n\t\t\tthis.Reveal.layout();\n\n\t\t\tconst indices = this.Reveal.getIndices();\n\n\t\t\t// Notify observers of the overview showing\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'overviewshown',\n\t\t\t\tdata: {\n\t\t\t\t\t'indexh': indices.h,\n\t\t\t\t\t'indexv': indices.v,\n\t\t\t\t\t'currentSlide': this.Reveal.getCurrentSlide()\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Uses CSS transforms to position all slides in a grid for\n\t * display inside of the overview mode.\n\t */\n\tlayout() {\n\n\t\t// Layout slides\n\t\tthis.Reveal.getHorizontalSlides().forEach( ( hslide, h ) => {\n\t\t\thslide.setAttribute( 'data-index-h', h );\n\t\t\ttransformElement( hslide, 'translate3d(' + ( h * this.overviewSlideWidth ) + 'px, 0, 0)' );\n\n\t\t\tif( hslide.classList.contains( 'stack' ) ) {\n\n\t\t\t\tqueryAll( hslide, 'section' ).forEach( ( vslide, v ) => {\n\t\t\t\t\tvslide.setAttribute( 'data-index-h', h );\n\t\t\t\t\tvslide.setAttribute( 'data-index-v', v );\n\n\t\t\t\t\ttransformElement( vslide, 'translate3d(0, ' + ( v * this.overviewSlideHeight ) + 'px, 0)' );\n\t\t\t\t} );\n\n\t\t\t}\n\t\t} );\n\n\t\t// Layout slide backgrounds\n\t\tArray.from( this.Reveal.getBackgroundsElement().childNodes ).forEach( ( hbackground, h ) => {\n\t\t\ttransformElement( hbackground, 'translate3d(' + ( h * this.overviewSlideWidth ) + 'px, 0, 0)' );\n\n\t\t\tqueryAll( hbackground, '.slide-background' ).forEach( ( vbackground, v ) => {\n\t\t\t\ttransformElement( vbackground, 'translate3d(0, ' + ( v * this.overviewSlideHeight ) + 'px, 0)' );\n\t\t\t} );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Moves the overview viewport to the current slides.\n\t * Called each time the current slide changes.\n\t */\n\tupdate() {\n\n\t\tconst vmin = Math.min( window.innerWidth, window.innerHeight );\n\t\tconst scale = Math.max( vmin / 5, 150 ) / vmin;\n\t\tconst indices = this.Reveal.getIndices();\n\n\t\tthis.Reveal.transformSlides( {\n\t\t\toverview: [\n\t\t\t\t'scale('+ scale +')',\n\t\t\t\t'translateX('+ ( -indices.h * this.overviewSlideWidth ) +'px)',\n\t\t\t\t'translateY('+ ( -indices.v * this.overviewSlideHeight ) +'px)'\n\t\t\t].join( ' ' )\n\t\t} );\n\n\t}\n\n\t/**\n\t * Exits the slide overview and enters the currently\n\t * active slide.\n\t */\n\tdeactivate() {\n\n\t\t// Only proceed if enabled in config\n\t\tif( this.Reveal.getConfig().overview ) {\n\n\t\t\tthis.active = false;\n\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'overview' );\n\n\t\t\t// Temporarily add a class so that transitions can do different things\n\t\t\t// depending on whether they are exiting/entering overview, or just\n\t\t\t// moving from slide to slide\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'overview-deactivating' );\n\n\t\t\tsetTimeout( () => {\n\t\t\t\tthis.Reveal.getRevealElement().classList.remove( 'overview-deactivating' );\n\t\t\t}, 1 );\n\n\t\t\t// Move the background element back out\n\t\t\tthis.Reveal.getRevealElement().appendChild( this.Reveal.getBackgroundsElement() );\n\n\t\t\t// Clean up changes made to slides\n\t\t\tqueryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR ).forEach( slide => {\n\t\t\t\ttransformElement( slide, '' );\n\n\t\t\t\tslide.removeEventListener( 'click', this.onSlideClicked, true );\n\t\t\t} );\n\n\t\t\t// Clean up changes made to backgrounds\n\t\t\tqueryAll( this.Reveal.getBackgroundsElement(), '.slide-background' ).forEach( background => {\n\t\t\t\ttransformElement( background, '' );\n\t\t\t} );\n\n\t\t\tthis.Reveal.transformSlides( { overview: '' } );\n\n\t\t\tconst indices = this.Reveal.getIndices();\n\n\t\t\tthis.Reveal.slide( indices.h, indices.v );\n\t\t\tthis.Reveal.layout();\n\t\t\tthis.Reveal.cueAutoSlide();\n\n\t\t\t// Notify observers of the overview hiding\n\t\t\tthis.Reveal.dispatchEvent({\n\t\t\t\ttype: 'overviewhidden',\n\t\t\t\tdata: {\n\t\t\t\t\t'indexh': indices.h,\n\t\t\t\t\t'indexv': indices.v,\n\t\t\t\t\t'currentSlide': this.Reveal.getCurrentSlide()\n\t\t\t\t}\n\t\t\t});\n\n\t\t}\n\t}\n\n\t/**\n\t * Toggles the slide overview mode on and off.\n\t *\n\t * @param {Boolean} [override] Flag which overrides the\n\t * toggle logic and forcibly sets the desired state. True means\n\t * overview is open, false means it's closed.\n\t */\n\ttoggle( override ) {\n\n\t\tif( typeof override === 'boolean' ) {\n\t\t\toverride ? this.activate() : this.deactivate();\n\t\t}\n\t\telse {\n\t\t\tthis.isActive() ? this.deactivate() : this.activate();\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if the overview is currently active.\n\t *\n\t * @return {Boolean} true if the overview is active,\n\t * false otherwise\n\t */\n\tisActive() {\n\n\t\treturn this.active;\n\n\t}\n\n\t/**\n\t * Invoked when a slide is and we're in the overview.\n\t *\n\t * @param {object} event\n\t */\n\tonSlideClicked( event ) {\n\n\t\tif( this.isActive() ) {\n\t\t\tevent.preventDefault();\n\n\t\t\tlet element = event.target;\n\n\t\t\twhile( element && !element.nodeName.match( /section/gi ) ) {\n\t\t\t\telement = element.parentNode;\n\t\t\t}\n\n\t\t\tif( element && !element.classList.contains( 'disabled' ) ) {\n\n\t\t\t\tthis.deactivate();\n\n\t\t\t\tif( element.nodeName.match( /section/gi ) ) {\n\t\t\t\t\tlet h = parseInt( element.getAttribute( 'data-index-h' ), 10 ),\n\t\t\t\t\t\tv = parseInt( element.getAttribute( 'data-index-v' ), 10 );\n\n\t\t\t\t\tthis.Reveal.slide( h, v );\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\n\t}\n\n}","import { enterFullscreen } from '../utils/util.js'\n\n/**\n * Handles all reveal.js keyboard interactions.\n */\nexport default class Keyboard {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// A key:value map of keyboard keys and descriptions of\n\t\t// the actions they trigger\n\t\tthis.shortcuts = {};\n\n\t\t// Holds custom key code mappings\n\t\tthis.bindings = {};\n\n\t\tthis.onDocumentKeyDown = this.onDocumentKeyDown.bind( this );\n\t\tthis.onDocumentKeyPress = this.onDocumentKeyPress.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.navigationMode === 'linear' ) {\n\t\t\tthis.shortcuts['→ , ↓ , SPACE , N , L , J'] = 'Next slide';\n\t\t\tthis.shortcuts['← , ↑ , P , H , K'] = 'Previous slide';\n\t\t}\n\t\telse {\n\t\t\tthis.shortcuts['N , SPACE'] = 'Next slide';\n\t\t\tthis.shortcuts['P , Shift SPACE'] = 'Previous slide';\n\t\t\tthis.shortcuts['← , H'] = 'Navigate left';\n\t\t\tthis.shortcuts['→ , L'] = 'Navigate right';\n\t\t\tthis.shortcuts['↑ , K'] = 'Navigate up';\n\t\t\tthis.shortcuts['↓ , J'] = 'Navigate down';\n\t\t}\n\n\t\tthis.shortcuts['Alt + ←/↑/→/↓'] = 'Navigate without fragments';\n\t\tthis.shortcuts['Shift + ←/↑/→/↓'] = 'Jump to first/last slide';\n\t\tthis.shortcuts['B , .'] = 'Pause';\n\t\tthis.shortcuts['F'] = 'Fullscreen';\n\t\tthis.shortcuts['ESC, O'] = 'Slide overview';\n\n\t}\n\n\t/**\n\t * Starts listening for keyboard events.\n\t */\n\tbind() {\n\n\t\tdocument.addEventListener( 'keydown', this.onDocumentKeyDown, false );\n\t\tdocument.addEventListener( 'keypress', this.onDocumentKeyPress, false );\n\n\t}\n\n\t/**\n\t * Stops listening for keyboard events.\n\t */\n\tunbind() {\n\n\t\tdocument.removeEventListener( 'keydown', this.onDocumentKeyDown, false );\n\t\tdocument.removeEventListener( 'keypress', this.onDocumentKeyPress, false );\n\n\t}\n\n\t/**\n\t * Add a custom key binding with optional description to\n\t * be added to the help screen.\n\t */\n\taddKeyBinding( binding, callback ) {\n\n\t\tif( typeof binding === 'object' && binding.keyCode ) {\n\t\t\tthis.bindings[binding.keyCode] = {\n\t\t\t\tcallback: callback,\n\t\t\t\tkey: binding.key,\n\t\t\t\tdescription: binding.description\n\t\t\t};\n\t\t}\n\t\telse {\n\t\t\tthis.bindings[binding] = {\n\t\t\t\tcallback: callback,\n\t\t\t\tkey: null,\n\t\t\t\tdescription: null\n\t\t\t};\n\t\t}\n\n\t}\n\n\t/**\n\t * Removes the specified custom key binding.\n\t */\n\tremoveKeyBinding( keyCode ) {\n\n\t\tdelete this.bindings[keyCode];\n\n\t}\n\n\t/**\n\t * Programmatically triggers a keyboard event\n\t *\n\t * @param {int} keyCode\n\t */\n\ttriggerKey( keyCode ) {\n\n\t\tthis.onDocumentKeyDown( { keyCode } );\n\n\t}\n\n\t/**\n\t * Registers a new shortcut to include in the help overlay\n\t *\n\t * @param {String} key\n\t * @param {String} value\n\t */\n\tregisterKeyboardShortcut( key, value ) {\n\n\t\tthis.shortcuts[key] = value;\n\n\t}\n\n\tgetShortcuts() {\n\n\t\treturn this.shortcuts;\n\n\t}\n\n\tgetBindings() {\n\n\t\treturn this.bindings;\n\n\t}\n\n\t/**\n\t * Handler for the document level 'keypress' event.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentKeyPress( event ) {\n\n\t\t// Check if the pressed key is question mark\n\t\tif( event.shiftKey && event.charCode === 63 ) {\n\t\t\tthis.Reveal.toggleHelp();\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the document level 'keydown' event.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentKeyDown( event ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\t// If there's a condition specified and it returns false,\n\t\t// ignore this event\n\t\tif( typeof config.keyboardCondition === 'function' && config.keyboardCondition(event) === false ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// If keyboardCondition is set, only capture keyboard events\n\t\t// for embedded decks when they are focused\n\t\tif( config.keyboardCondition === 'focused' && !this.Reveal.isFocused() ) {\n\t\t\treturn true;\n\t\t}\n\n\t\t// Shorthand\n\t\tlet keyCode = event.keyCode;\n\n\t\t// Remember if auto-sliding was paused so we can toggle it\n\t\tlet autoSlideWasPaused = !this.Reveal.isAutoSliding();\n\n\t\tthis.Reveal.onUserInput( event );\n\n\t\t// Is there a focused element that could be using the keyboard?\n\t\tlet activeElementIsCE = document.activeElement && document.activeElement.isContentEditable === true;\n\t\tlet activeElementIsInput = document.activeElement && document.activeElement.tagName && /input|textarea/i.test( document.activeElement.tagName );\n\t\tlet activeElementIsNotes = document.activeElement && document.activeElement.className && /speaker-notes/i.test( document.activeElement.className);\n\n\t\t// Whitelist certain modifiers for slide navigation shortcuts\n\t\tlet isNavigationKey = [32, 37, 38, 39, 40, 78, 80].indexOf( event.keyCode ) !== -1;\n\n\t\t// Prevent all other events when a modifier is pressed\n\t\tlet unusedModifier = \t!( isNavigationKey && event.shiftKey || event.altKey ) &&\n\t\t\t\t\t\t\t\t( event.shiftKey || event.altKey || event.ctrlKey || event.metaKey );\n\n\t\t// Disregard the event if there's a focused element or a\n\t\t// keyboard modifier key is present\n\t\tif( activeElementIsCE || activeElementIsInput || activeElementIsNotes || unusedModifier ) return;\n\n\t\t// While paused only allow resume keyboard events; 'b', 'v', '.'\n\t\tlet resumeKeyCodes = [66,86,190,191];\n\t\tlet key;\n\n\t\t// Custom key bindings for togglePause should be able to resume\n\t\tif( typeof config.keyboard === 'object' ) {\n\t\t\tfor( key in config.keyboard ) {\n\t\t\t\tif( config.keyboard[key] === 'togglePause' ) {\n\t\t\t\t\tresumeKeyCodes.push( parseInt( key, 10 ) );\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\tif( this.Reveal.isPaused() && resumeKeyCodes.indexOf( keyCode ) === -1 ) {\n\t\t\treturn false;\n\t\t}\n\n\t\t// Use linear navigation if we're configured to OR if\n\t\t// the presentation is one-dimensional\n\t\tlet useLinearMode = config.navigationMode === 'linear' || !this.Reveal.hasHorizontalSlides() || !this.Reveal.hasVerticalSlides();\n\n\t\tlet triggered = false;\n\n\t\t// 1. User defined key bindings\n\t\tif( typeof config.keyboard === 'object' ) {\n\n\t\t\tfor( key in config.keyboard ) {\n\n\t\t\t\t// Check if this binding matches the pressed key\n\t\t\t\tif( parseInt( key, 10 ) === keyCode ) {\n\n\t\t\t\t\tlet value = config.keyboard[ key ];\n\n\t\t\t\t\t// Callback function\n\t\t\t\t\tif( typeof value === 'function' ) {\n\t\t\t\t\t\tvalue.apply( null, [ event ] );\n\t\t\t\t\t}\n\t\t\t\t\t// String shortcuts to reveal.js API\n\t\t\t\t\telse if( typeof value === 'string' && typeof this.Reveal[ value ] === 'function' ) {\n\t\t\t\t\t\tthis.Reveal[ value ].call();\n\t\t\t\t\t}\n\n\t\t\t\t\ttriggered = true;\n\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}\n\n\t\t// 2. Registered custom key bindings\n\t\tif( triggered === false ) {\n\n\t\t\tfor( key in this.bindings ) {\n\n\t\t\t\t// Check if this binding matches the pressed key\n\t\t\t\tif( parseInt( key, 10 ) === keyCode ) {\n\n\t\t\t\t\tlet action = this.bindings[ key ].callback;\n\n\t\t\t\t\t// Callback function\n\t\t\t\t\tif( typeof action === 'function' ) {\n\t\t\t\t\t\taction.apply( null, [ event ] );\n\t\t\t\t\t}\n\t\t\t\t\t// String shortcuts to reveal.js API\n\t\t\t\t\telse if( typeof action === 'string' && typeof this.Reveal[ action ] === 'function' ) {\n\t\t\t\t\t\tthis.Reveal[ action ].call();\n\t\t\t\t\t}\n\n\t\t\t\t\ttriggered = true;\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\n\t\t// 3. System defined key bindings\n\t\tif( triggered === false ) {\n\n\t\t\t// Assume true and try to prove false\n\t\t\ttriggered = true;\n\n\t\t\t// P, PAGE UP\n\t\t\tif( keyCode === 80 || keyCode === 33 ) {\n\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t}\n\t\t\t// N, PAGE DOWN\n\t\t\telse if( keyCode === 78 || keyCode === 34 ) {\n\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t}\n\t\t\t// H, LEFT\n\t\t\telse if( keyCode === 72 || keyCode === 37 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( 0 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.left({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// L, RIGHT\n\t\t\telse if( keyCode === 76 || keyCode === 39 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( this.Reveal.getHorizontalSlides().length - 1 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.right({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// K, UP\n\t\t\telse if( keyCode === 75 || keyCode === 38 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( undefined, 0 );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.up({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// J, DOWN\n\t\t\telse if( keyCode === 74 || keyCode === 40 ) {\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.slide( undefined, Number.MAX_VALUE );\n\t\t\t\t}\n\t\t\t\telse if( !this.Reveal.overview.isActive() && useLinearMode ) {\n\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.down({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// HOME\n\t\t\telse if( keyCode === 36 ) {\n\t\t\t\tthis.Reveal.slide( 0 );\n\t\t\t}\n\t\t\t// END\n\t\t\telse if( keyCode === 35 ) {\n\t\t\t\tthis.Reveal.slide( this.Reveal.getHorizontalSlides().length - 1 );\n\t\t\t}\n\t\t\t// SPACE\n\t\t\telse if( keyCode === 32 ) {\n\t\t\t\tif( this.Reveal.overview.isActive() ) {\n\t\t\t\t\tthis.Reveal.overview.deactivate();\n\t\t\t\t}\n\t\t\t\tif( event.shiftKey ) {\n\t\t\t\t\tthis.Reveal.prev({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.Reveal.next({skipFragments: event.altKey});\n\t\t\t\t}\n\t\t\t}\n\t\t\t// TWO-SPOT, SEMICOLON, B, V, PERIOD, LOGITECH PRESENTER TOOLS \"BLACK SCREEN\" BUTTON\n\t\t\telse if( keyCode === 58 || keyCode === 59 || keyCode === 66 || keyCode === 86 || keyCode === 190 || keyCode === 191 ) {\n\t\t\t\tthis.Reveal.togglePause();\n\t\t\t}\n\t\t\t// F\n\t\t\telse if( keyCode === 70 ) {\n\t\t\t\tenterFullscreen( config.embedded ? this.Reveal.getViewportElement() : document.documentElement );\n\t\t\t}\n\t\t\t// A\n\t\t\telse if( keyCode === 65 ) {\n\t\t\t\tif ( config.autoSlideStoppable ) {\n\t\t\t\t\tthis.Reveal.toggleAutoSlide( autoSlideWasPaused );\n\t\t\t\t}\n\t\t\t}\n\t\t\telse {\n\t\t\t\ttriggered = false;\n\t\t\t}\n\n\t\t}\n\n\t\t// If the input resulted in a triggered action we should prevent\n\t\t// the browsers default behavior\n\t\tif( triggered ) {\n\t\t\tevent.preventDefault && event.preventDefault();\n\t\t}\n\t\t// ESC or O key\n\t\telse if( keyCode === 27 || keyCode === 79 ) {\n\t\t\tif( this.Reveal.closeOverlay() === false ) {\n\t\t\t\tthis.Reveal.overview.toggle();\n\t\t\t}\n\n\t\t\tevent.preventDefault && event.preventDefault();\n\t\t}\n\n\t\t// If auto-sliding is enabled we need to cue up\n\t\t// another timeout\n\t\tthis.Reveal.cueAutoSlide();\n\n\t}\n\n}","/**\n * Reads and writes the URL based on reveal.js' current state.\n */\nexport default class Location {\n\n\t// The minimum number of milliseconds that must pass between\n\t// calls to history.replaceState\n\tMAX_REPLACE_STATE_FREQUENCY = 1000\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Delays updates to the URL due to a Chrome thumbnailer bug\n\t\tthis.writeURLTimeout = 0;\n\n\t\tthis.replaceStateTimestamp = 0;\n\n\t\tthis.onWindowHashChange = this.onWindowHashChange.bind( this );\n\n\t}\n\n\tbind() {\n\n\t\twindow.addEventListener( 'hashchange', this.onWindowHashChange, false );\n\n\t}\n\n\tunbind() {\n\n\t\twindow.removeEventListener( 'hashchange', this.onWindowHashChange, false );\n\n\t}\n\n\t/**\n\t * Returns the slide indices for the given hash link.\n\t *\n\t * @param {string} [hash] the hash string that we want to\n\t * find the indices for\n\t *\n\t * @returns slide indices or null\n\t */\n\tgetIndicesFromHash( hash=window.location.hash ) {\n\n\t\t// Attempt to parse the hash as either an index or name\n\t\tlet name = hash.replace( /^#\\/?/, '' );\n\t\tlet bits = name.split( '/' );\n\n\t\t// If the first bit is not fully numeric and there is a name we\n\t\t// can assume that this is a named link\n\t\tif( !/^[0-9]*$/.test( bits[0] ) && name.length ) {\n\t\t\tlet element;\n\n\t\t\tlet f;\n\n\t\t\t// Parse named links with fragments (#/named-link/2)\n\t\t\tif( /\\/[-\\d]+$/g.test( name ) ) {\n\t\t\t\tf = parseInt( name.split( '/' ).pop(), 10 );\n\t\t\t\tf = isNaN(f) ? undefined : f;\n\t\t\t\tname = name.split( '/' ).shift();\n\t\t\t}\n\n\t\t\t// Ensure the named link is a valid HTML ID attribute\n\t\t\ttry {\n\t\t\t\telement = document.getElementById( decodeURIComponent( name ) );\n\t\t\t}\n\t\t\tcatch ( error ) { }\n\n\t\t\tif( element ) {\n\t\t\t\treturn { ...this.Reveal.getIndices( element ), f };\n\t\t\t}\n\t\t}\n\t\telse {\n\t\t\tconst config = this.Reveal.getConfig();\n\t\t\tlet hashIndexBase = config.hashOneBasedIndex ? 1 : 0;\n\n\t\t\t// Read the index components of the hash\n\t\t\tlet h = ( parseInt( bits[0], 10 ) - hashIndexBase ) || 0,\n\t\t\t\tv = ( parseInt( bits[1], 10 ) - hashIndexBase ) || 0,\n\t\t\t\tf;\n\n\t\t\tif( config.fragmentInURL ) {\n\t\t\t\tf = parseInt( bits[2], 10 );\n\t\t\t\tif( isNaN( f ) ) {\n\t\t\t\t\tf = undefined;\n\t\t\t\t}\n\t\t\t}\n\n\t\t\treturn { h, v, f };\n\t\t}\n\n\t\t// The hash couldn't be parsed or no matching named link was found\n\t\treturn null\n\n\t}\n\n\t/**\n\t * Reads the current URL (hash) and navigates accordingly.\n\t */\n\treadURL() {\n\n\t\tconst currentIndices = this.Reveal.getIndices();\n\t\tconst newIndices = this.getIndicesFromHash();\n\n\t\tif( newIndices ) {\n\t\t\tif( ( newIndices.h !== currentIndices.h || newIndices.v !== currentIndices.v || newIndices.f !== undefined ) ) {\n\t\t\t\t\tthis.Reveal.slide( newIndices.h, newIndices.v, newIndices.f );\n\t\t\t}\n\t\t}\n\t\t// If no new indices are available, we're trying to navigate to\n\t\t// a slide hash that does not exist\n\t\telse {\n\t\t\tthis.Reveal.slide( currentIndices.h || 0, currentIndices.v || 0 );\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the page URL (hash) to reflect the current\n\t * state.\n\t *\n\t * @param {number} delay The time in ms to wait before\n\t * writing the hash\n\t */\n\twriteURL( delay ) {\n\n\t\tlet config = this.Reveal.getConfig();\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\n\t\t// Make sure there's never more than one timeout running\n\t\tclearTimeout( this.writeURLTimeout );\n\n\t\t// If a delay is specified, timeout this call\n\t\tif( typeof delay === 'number' ) {\n\t\t\tthis.writeURLTimeout = setTimeout( this.writeURL, delay );\n\t\t}\n\t\telse if( currentSlide ) {\n\n\t\t\tlet hash = this.getHash();\n\n\t\t\t// If we're configured to push to history OR the history\n\t\t\t// API is not avaialble.\n\t\t\tif( config.history ) {\n\t\t\t\twindow.location.hash = hash;\n\t\t\t}\n\t\t\t// If we're configured to reflect the current slide in the\n\t\t\t// URL without pushing to history.\n\t\t\telse if( config.hash ) {\n\t\t\t\t// If the hash is empty, don't add it to the URL\n\t\t\t\tif( hash === '/' ) {\n\t\t\t\t\tthis.debouncedReplaceState( window.location.pathname + window.location.search );\n\t\t\t\t}\n\t\t\t\telse {\n\t\t\t\t\tthis.debouncedReplaceState( '#' + hash );\n\t\t\t\t}\n\t\t\t}\n\t\t\t// UPDATE: The below nuking of all hash changes breaks\n\t\t\t// anchors on pages where reveal.js is running. Removed\n\t\t\t// in 4.0. Why was it here in the first place? ¯\\_(ツ)_/¯\n\t\t\t//\n\t\t\t// If history and hash are both disabled, a hash may still\n\t\t\t// be added to the URL by clicking on a href with a hash\n\t\t\t// target. Counter this by always removing the hash.\n\t\t\t// else {\n\t\t\t// \twindow.history.replaceState( null, null, window.location.pathname + window.location.search );\n\t\t\t// }\n\n\t\t}\n\n\t}\n\n\treplaceState( url ) {\n\n\t\twindow.history.replaceState( null, null, url );\n\t\tthis.replaceStateTimestamp = Date.now();\n\n\t}\n\n\tdebouncedReplaceState( url ) {\n\n\t\tclearTimeout( this.replaceStateTimeout );\n\n\t\tif( Date.now() - this.replaceStateTimestamp > this.MAX_REPLACE_STATE_FREQUENCY ) {\n\t\t\tthis.replaceState( url );\n\t\t}\n\t\telse {\n\t\t\tthis.replaceStateTimeout = setTimeout( () => this.replaceState( url ), this.MAX_REPLACE_STATE_FREQUENCY );\n\t\t}\n\n\t}\n\n\t/**\n\t * Return a hash URL that will resolve to the given slide location.\n\t *\n\t * @param {HTMLElement} [slide=currentSlide] The slide to link to\n\t */\n\tgetHash( slide ) {\n\n\t\tlet url = '/';\n\n\t\t// Attempt to create a named link based on the slide's ID\n\t\tlet s = slide || this.Reveal.getCurrentSlide();\n\t\tlet id = s ? s.getAttribute( 'id' ) : null;\n\t\tif( id ) {\n\t\t\tid = encodeURIComponent( id );\n\t\t}\n\n\t\tlet index = this.Reveal.getIndices( slide );\n\t\tif( !this.Reveal.getConfig().fragmentInURL ) {\n\t\t\tindex.f = undefined;\n\t\t}\n\n\t\t// If the current slide has an ID, use that as a named link,\n\t\t// but we don't support named links with a fragment index\n\t\tif( typeof id === 'string' && id.length ) {\n\t\t\turl = '/' + id;\n\n\t\t\t// If there is also a fragment, append that at the end\n\t\t\t// of the named link, like: #/named-link/2\n\t\t\tif( index.f >= 0 ) url += '/' + index.f;\n\t\t}\n\t\t// Otherwise use the /h/v index\n\t\telse {\n\t\t\tlet hashIndexBase = this.Reveal.getConfig().hashOneBasedIndex ? 1 : 0;\n\t\t\tif( index.h > 0 || index.v > 0 || index.f >= 0 ) url += index.h + hashIndexBase;\n\t\t\tif( index.v > 0 || index.f >= 0 ) url += '/' + (index.v + hashIndexBase );\n\t\t\tif( index.f >= 0 ) url += '/' + index.f;\n\t\t}\n\n\t\treturn url;\n\n\t}\n\n\t/**\n\t * Handler for the window level 'hashchange' event.\n\t *\n\t * @param {object} [event]\n\t */\n\tonWindowHashChange( event ) {\n\n\t\tthis.readURL();\n\n\t}\n\n}","import { queryAll } from '../utils/util.js'\nimport { isAndroid } from '../utils/device.js'\n\n/**\n * Manages our presentation controls. This includes both\n * the built-in control arrows as well as event monitoring\n * of any elements within the presentation with either of the\n * following helper classes:\n * - .navigate-up\n * - .navigate-right\n * - .navigate-down\n * - .navigate-left\n * - .navigate-next\n * - .navigate-prev\n */\nexport default class Controls {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onNavigateLeftClicked = this.onNavigateLeftClicked.bind( this );\n\t\tthis.onNavigateRightClicked = this.onNavigateRightClicked.bind( this );\n\t\tthis.onNavigateUpClicked = this.onNavigateUpClicked.bind( this );\n\t\tthis.onNavigateDownClicked = this.onNavigateDownClicked.bind( this );\n\t\tthis.onNavigatePrevClicked = this.onNavigatePrevClicked.bind( this );\n\t\tthis.onNavigateNextClicked = this.onNavigateNextClicked.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tconst rtl = this.Reveal.getConfig().rtl;\n\t\tconst revealElement = this.Reveal.getRevealElement();\n\n\t\tthis.element = document.createElement( 'aside' );\n\t\tthis.element.className = 'controls';\n\t\tthis.element.innerHTML =\n\t\t\t`\n\t\t\t\n\t\t\t\n\t\t\t`;\n\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t\t// There can be multiple instances of controls throughout the page\n\t\tthis.controlsLeft = queryAll( revealElement, '.navigate-left' );\n\t\tthis.controlsRight = queryAll( revealElement, '.navigate-right' );\n\t\tthis.controlsUp = queryAll( revealElement, '.navigate-up' );\n\t\tthis.controlsDown = queryAll( revealElement, '.navigate-down' );\n\t\tthis.controlsPrev = queryAll( revealElement, '.navigate-prev' );\n\t\tthis.controlsNext = queryAll( revealElement, '.navigate-next' );\n\n\t\t// The left, right and down arrows in the standard reveal.js controls\n\t\tthis.controlsRightArrow = this.element.querySelector( '.navigate-right' );\n\t\tthis.controlsLeftArrow = this.element.querySelector( '.navigate-left' );\n\t\tthis.controlsDownArrow = this.element.querySelector( '.navigate-down' );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tthis.element.style.display = config.controls ? 'block' : 'none';\n\n\t\tthis.element.setAttribute( 'data-controls-layout', config.controlsLayout );\n\t\tthis.element.setAttribute( 'data-controls-back-arrows', config.controlsBackArrows );\n\n\t}\n\n\tbind() {\n\n\t\t// Listen to both touch and click events, in case the device\n\t\t// supports both\n\t\tlet pointerEvents = [ 'touchstart', 'click' ];\n\n\t\t// Only support touch for Android, fixes double navigations in\n\t\t// stock browser\n\t\tif( isAndroid ) {\n\t\t\tpointerEvents = [ 'touchstart' ];\n\t\t}\n\n\t\tpointerEvents.forEach( eventName => {\n\t\t\tthis.controlsLeft.forEach( el => el.addEventListener( eventName, this.onNavigateLeftClicked, false ) );\n\t\t\tthis.controlsRight.forEach( el => el.addEventListener( eventName, this.onNavigateRightClicked, false ) );\n\t\t\tthis.controlsUp.forEach( el => el.addEventListener( eventName, this.onNavigateUpClicked, false ) );\n\t\t\tthis.controlsDown.forEach( el => el.addEventListener( eventName, this.onNavigateDownClicked, false ) );\n\t\t\tthis.controlsPrev.forEach( el => el.addEventListener( eventName, this.onNavigatePrevClicked, false ) );\n\t\t\tthis.controlsNext.forEach( el => el.addEventListener( eventName, this.onNavigateNextClicked, false ) );\n\t\t} );\n\n\t}\n\n\tunbind() {\n\n\t\t[ 'touchstart', 'click' ].forEach( eventName => {\n\t\t\tthis.controlsLeft.forEach( el => el.removeEventListener( eventName, this.onNavigateLeftClicked, false ) );\n\t\t\tthis.controlsRight.forEach( el => el.removeEventListener( eventName, this.onNavigateRightClicked, false ) );\n\t\t\tthis.controlsUp.forEach( el => el.removeEventListener( eventName, this.onNavigateUpClicked, false ) );\n\t\t\tthis.controlsDown.forEach( el => el.removeEventListener( eventName, this.onNavigateDownClicked, false ) );\n\t\t\tthis.controlsPrev.forEach( el => el.removeEventListener( eventName, this.onNavigatePrevClicked, false ) );\n\t\t\tthis.controlsNext.forEach( el => el.removeEventListener( eventName, this.onNavigateNextClicked, false ) );\n\t\t} );\n\n\t}\n\n\t/**\n\t * Updates the state of all control/navigation arrows.\n\t */\n\tupdate() {\n\n\t\tlet routes = this.Reveal.availableRoutes();\n\n\t\t// Remove the 'enabled' class from all directions\n\t\t[...this.controlsLeft, ...this.controlsRight, ...this.controlsUp, ...this.controlsDown, ...this.controlsPrev, ...this.controlsNext].forEach( node => {\n\t\t\tnode.classList.remove( 'enabled', 'fragmented' );\n\n\t\t\t// Set 'disabled' attribute on all directions\n\t\t\tnode.setAttribute( 'disabled', 'disabled' );\n\t\t} );\n\n\t\t// Add the 'enabled' class to the available routes; remove 'disabled' attribute to enable buttons\n\t\tif( routes.left ) this.controlsLeft.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.right ) this.controlsRight.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.up ) this.controlsUp.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.down ) this.controlsDown.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t// Prev/next buttons\n\t\tif( routes.left || routes.up ) this.controlsPrev.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\tif( routes.right || routes.down ) this.controlsNext.forEach( el => { el.classList.add( 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t// Highlight fragment directions\n\t\tlet currentSlide = this.Reveal.getCurrentSlide();\n\t\tif( currentSlide ) {\n\n\t\t\tlet fragmentsRoutes = this.Reveal.fragments.availableRoutes();\n\n\t\t\t// Always apply fragment decorator to prev/next buttons\n\t\t\tif( fragmentsRoutes.prev ) this.controlsPrev.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\tif( fragmentsRoutes.next ) this.controlsNext.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\n\t\t\t// Apply fragment decorators to directional buttons based on\n\t\t\t// what slide axis they are in\n\t\t\tif( this.Reveal.isVerticalSlide( currentSlide ) ) {\n\t\t\t\tif( fragmentsRoutes.prev ) this.controlsUp.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t\tif( fragmentsRoutes.next ) this.controlsDown.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tif( fragmentsRoutes.prev ) this.controlsLeft.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t\tif( fragmentsRoutes.next ) this.controlsRight.forEach( el => { el.classList.add( 'fragmented', 'enabled' ); el.removeAttribute( 'disabled' ); } );\n\t\t\t}\n\n\t\t}\n\n\t\tif( this.Reveal.getConfig().controlsTutorial ) {\n\n\t\t\tlet indices = this.Reveal.getIndices();\n\n\t\t\t// Highlight control arrows with an animation to ensure\n\t\t\t// that the viewer knows how to navigate\n\t\t\tif( !this.Reveal.hasNavigatedVertically() && routes.down ) {\n\t\t\t\tthis.controlsDownArrow.classList.add( 'highlight' );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tthis.controlsDownArrow.classList.remove( 'highlight' );\n\n\t\t\t\tif( this.Reveal.getConfig().rtl ) {\n\n\t\t\t\t\tif( !this.Reveal.hasNavigatedHorizontally() && routes.left && indices.v === 0 ) {\n\t\t\t\t\t\tthis.controlsLeftArrow.classList.add( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.controlsLeftArrow.classList.remove( 'highlight' );\n\t\t\t\t\t}\n\n\t\t\t\t} else {\n\n\t\t\t\t\tif( !this.Reveal.hasNavigatedHorizontally() && routes.right && indices.v === 0 ) {\n\t\t\t\t\t\tthis.controlsRightArrow.classList.add( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.controlsRightArrow.classList.remove( 'highlight' );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\n\t\t}\n\t}\n\n\tdestroy() {\n\n\t\tthis.unbind();\n\t\tthis.element.remove();\n\n\t}\n\n\t/**\n\t * Event handlers for navigation control buttons.\n\t */\n\tonNavigateLeftClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tif( this.Reveal.getConfig().navigationMode === 'linear' ) {\n\t\t\tthis.Reveal.prev();\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.left();\n\t\t}\n\n\t}\n\n\tonNavigateRightClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tif( this.Reveal.getConfig().navigationMode === 'linear' ) {\n\t\t\tthis.Reveal.next();\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.right();\n\t\t}\n\n\t}\n\n\tonNavigateUpClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.up();\n\n\t}\n\n\tonNavigateDownClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.down();\n\n\t}\n\n\tonNavigatePrevClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.prev();\n\n\t}\n\n\tonNavigateNextClicked( event ) {\n\n\t\tevent.preventDefault();\n\t\tthis.Reveal.onUserInput();\n\n\t\tthis.Reveal.next();\n\n\t}\n\n\n}","/**\n * Creates a visual progress bar for the presentation.\n */\nexport default class Progress {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onProgressClicked = this.onProgressClicked.bind( this );\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'progress';\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t\tthis.bar = document.createElement( 'span' );\n\t\tthis.element.appendChild( this.bar );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tthis.element.style.display = config.progress ? 'block' : 'none';\n\n\t}\n\n\tbind() {\n\n\t\tif( this.Reveal.getConfig().progress && this.element ) {\n\t\t\tthis.element.addEventListener( 'click', this.onProgressClicked, false );\n\t\t}\n\n\t}\n\n\tunbind() {\n\n\t\tif ( this.Reveal.getConfig().progress && this.element ) {\n\t\t\tthis.element.removeEventListener( 'click', this.onProgressClicked, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the progress bar to reflect the current slide.\n\t */\n\tupdate() {\n\n\t\t// Update progress if enabled\n\t\tif( this.Reveal.getConfig().progress && this.bar ) {\n\n\t\t\tlet scale = this.Reveal.getProgress();\n\n\t\t\t// Don't fill the progress bar if there's only one slide\n\t\t\tif( this.Reveal.getTotalSlides() < 2 ) {\n\t\t\t\tscale = 0;\n\t\t\t}\n\n\t\t\tthis.bar.style.transform = 'scaleX('+ scale +')';\n\n\t\t}\n\n\t}\n\n\tgetMaxWidth() {\n\n\t\treturn this.Reveal.getRevealElement().offsetWidth;\n\n\t}\n\n\t/**\n\t * Clicking on the progress bar results in a navigation to the\n\t * closest approximate horizontal slide using this equation:\n\t *\n\t * ( clickX / presentationWidth ) * numberOfSlides\n\t *\n\t * @param {object} event\n\t */\n\tonProgressClicked( event ) {\n\n\t\tthis.Reveal.onUserInput( event );\n\n\t\tevent.preventDefault();\n\n\t\tlet slides = this.Reveal.getSlides();\n\t\tlet slidesTotal = slides.length;\n\t\tlet slideIndex = Math.floor( ( event.clientX / this.getMaxWidth() ) * slidesTotal );\n\n\t\tif( this.Reveal.getConfig().rtl ) {\n\t\t\tslideIndex = slidesTotal - slideIndex;\n\t\t}\n\n\t\tlet targetIndices = this.Reveal.getIndices(slides[slideIndex]);\n\t\tthis.Reveal.slide( targetIndices.h, targetIndices.v );\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.element.remove();\n\n\t}\n\n}","/**\n * Handles hiding of the pointer/cursor when inactive.\n */\nexport default class Pointer {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Throttles mouse wheel navigation\n\t\tthis.lastMouseWheelStep = 0;\n\n\t\t// Is the mouse pointer currently hidden from view\n\t\tthis.cursorHidden = false;\n\n\t\t// Timeout used to determine when the cursor is inactive\n\t\tthis.cursorInactiveTimeout = 0;\n\n\t\tthis.onDocumentCursorActive = this.onDocumentCursorActive.bind( this );\n\t\tthis.onDocumentMouseScroll = this.onDocumentMouseScroll.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.mouseWheel ) {\n\t\t\tdocument.addEventListener( 'DOMMouseScroll', this.onDocumentMouseScroll, false ); // FF\n\t\t\tdocument.addEventListener( 'mousewheel', this.onDocumentMouseScroll, false );\n\t\t}\n\t\telse {\n\t\t\tdocument.removeEventListener( 'DOMMouseScroll', this.onDocumentMouseScroll, false ); // FF\n\t\t\tdocument.removeEventListener( 'mousewheel', this.onDocumentMouseScroll, false );\n\t\t}\n\n\t\t// Auto-hide the mouse pointer when its inactive\n\t\tif( config.hideInactiveCursor ) {\n\t\t\tdocument.addEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\t\tdocument.addEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\t\t}\n\t\telse {\n\t\t\tthis.showCursor();\n\n\t\t\tdocument.removeEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\t\tdocument.removeEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\t\t}\n\n\t}\n\n\t/**\n\t * Shows the mouse pointer after it has been hidden with\n\t * #hideCursor.\n\t */\n\tshowCursor() {\n\n\t\tif( this.cursorHidden ) {\n\t\t\tthis.cursorHidden = false;\n\t\t\tthis.Reveal.getRevealElement().style.cursor = '';\n\t\t}\n\n\t}\n\n\t/**\n\t * Hides the mouse pointer when it's on top of the .reveal\n\t * container.\n\t */\n\thideCursor() {\n\n\t\tif( this.cursorHidden === false ) {\n\t\t\tthis.cursorHidden = true;\n\t\t\tthis.Reveal.getRevealElement().style.cursor = 'none';\n\t\t}\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.showCursor();\n\n\t\tdocument.removeEventListener( 'DOMMouseScroll', this.onDocumentMouseScroll, false );\n\t\tdocument.removeEventListener( 'mousewheel', this.onDocumentMouseScroll, false );\n\t\tdocument.removeEventListener( 'mousemove', this.onDocumentCursorActive, false );\n\t\tdocument.removeEventListener( 'mousedown', this.onDocumentCursorActive, false );\n\n\t}\n\n\t/**\n\t * Called whenever there is mouse input at the document level\n\t * to determine if the cursor is active or not.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentCursorActive( event ) {\n\n\t\tthis.showCursor();\n\n\t\tclearTimeout( this.cursorInactiveTimeout );\n\n\t\tthis.cursorInactiveTimeout = setTimeout( this.hideCursor.bind( this ), this.Reveal.getConfig().hideCursorTime );\n\n\t}\n\n\t/**\n\t * Handles mouse wheel scrolling, throttled to avoid skipping\n\t * multiple slides.\n\t *\n\t * @param {object} event\n\t */\n\tonDocumentMouseScroll( event ) {\n\n\t\tif( Date.now() - this.lastMouseWheelStep > 1000 ) {\n\n\t\t\tthis.lastMouseWheelStep = Date.now();\n\n\t\t\tlet delta = event.detail || -event.wheelDelta;\n\t\t\tif( delta > 0 ) {\n\t\t\t\tthis.Reveal.next();\n\t\t\t}\n\t\t\telse if( delta < 0 ) {\n\t\t\t\tthis.Reveal.prev();\n\t\t\t}\n\n\t\t}\n\n\t}\n\n}","/**\n * Loads a JavaScript file from the given URL and executes it.\n *\n * @param {string} url Address of the .js file to load\n * @param {function} callback Method to invoke when the script\n * has loaded and executed\n */\nexport const loadScript = ( url, callback ) => {\n\n\tconst script = document.createElement( 'script' );\n\tscript.type = 'text/javascript';\n\tscript.async = false;\n\tscript.defer = false;\n\tscript.src = url;\n\n\tif( typeof callback === 'function' ) {\n\n\t\t// Success callback\n\t\tscript.onload = script.onreadystatechange = event => {\n\t\t\tif( event.type === 'load' || /loaded|complete/.test( script.readyState ) ) {\n\n\t\t\t\t// Kill event listeners\n\t\t\t\tscript.onload = script.onreadystatechange = script.onerror = null;\n\n\t\t\t\tcallback();\n\n\t\t\t}\n\t\t};\n\n\t\t// Error callback\n\t\tscript.onerror = err => {\n\n\t\t\t// Kill event listeners\n\t\t\tscript.onload = script.onreadystatechange = script.onerror = null;\n\n\t\t\tcallback( new Error( 'Failed loading script: ' + script.src + '\\n' + err ) );\n\n\t\t};\n\n\t}\n\n\t// Append the script at the end of \n\tconst head = document.querySelector( 'head' );\n\thead.insertBefore( script, head.lastChild );\n\n}","import { loadScript } from '../utils/loader.js'\n\n/**\n * Manages loading and registering of reveal.js plugins.\n */\nexport default class Plugins {\n\n\tconstructor( reveal ) {\n\n\t\tthis.Reveal = reveal;\n\n\t\t// Flags our current state (idle -> loading -> loaded)\n\t\tthis.state = 'idle';\n\n\t\t// An id:instance map of currently registed plugins\n\t\tthis.registeredPlugins = {};\n\n\t\tthis.asyncDependencies = [];\n\n\t}\n\n\t/**\n\t * Loads reveal.js dependencies, registers and\n\t * initializes plugins.\n\t *\n\t * Plugins are direct references to a reveal.js plugin\n\t * object that we register and initialize after any\n\t * synchronous dependencies have loaded.\n\t *\n\t * Dependencies are defined via the 'dependencies' config\n\t * option and will be loaded prior to starting reveal.js.\n\t * Some dependencies may have an 'async' flag, if so they\n\t * will load after reveal.js has been started up.\n\t */\n\tload( plugins, dependencies ) {\n\n\t\tthis.state = 'loading';\n\n\t\tplugins.forEach( this.registerPlugin.bind( this ) );\n\n\t\treturn new Promise( resolve => {\n\n\t\t\tlet scripts = [],\n\t\t\t\tscriptsToLoad = 0;\n\n\t\t\tdependencies.forEach( s => {\n\t\t\t\t// Load if there's no condition or the condition is truthy\n\t\t\t\tif( !s.condition || s.condition() ) {\n\t\t\t\t\tif( s.async ) {\n\t\t\t\t\t\tthis.asyncDependencies.push( s );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tscripts.push( s );\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t} );\n\n\t\t\tif( scripts.length ) {\n\t\t\t\tscriptsToLoad = scripts.length;\n\n\t\t\t\tconst scriptLoadedCallback = (s) => {\n\t\t\t\t\tif( s && typeof s.callback === 'function' ) s.callback();\n\n\t\t\t\t\tif( --scriptsToLoad === 0 ) {\n\t\t\t\t\t\tthis.initPlugins().then( resolve );\n\t\t\t\t\t}\n\t\t\t\t};\n\n\t\t\t\t// Load synchronous scripts\n\t\t\t\tscripts.forEach( s => {\n\t\t\t\t\tif( typeof s.id === 'string' ) {\n\t\t\t\t\t\tthis.registerPlugin( s );\n\t\t\t\t\t\tscriptLoadedCallback( s );\n\t\t\t\t\t}\n\t\t\t\t\telse if( typeof s.src === 'string' ) {\n\t\t\t\t\t\tloadScript( s.src, () => scriptLoadedCallback(s) );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tconsole.warn( 'Unrecognized plugin format', s );\n\t\t\t\t\t\tscriptLoadedCallback();\n\t\t\t\t\t}\n\t\t\t\t} );\n\t\t\t}\n\t\t\telse {\n\t\t\t\tthis.initPlugins().then( resolve );\n\t\t\t}\n\n\t\t} );\n\n\t}\n\n\t/**\n\t * Initializes our plugins and waits for them to be ready\n\t * before proceeding.\n\t */\n\tinitPlugins() {\n\n\t\treturn new Promise( resolve => {\n\n\t\t\tlet pluginValues = Object.values( this.registeredPlugins );\n\t\t\tlet pluginsToInitialize = pluginValues.length;\n\n\t\t\t// If there are no plugins, skip this step\n\t\t\tif( pluginsToInitialize === 0 ) {\n\t\t\t\tthis.loadAsync().then( resolve );\n\t\t\t}\n\t\t\t// ... otherwise initialize plugins\n\t\t\telse {\n\n\t\t\t\tlet initNextPlugin;\n\n\t\t\t\tlet afterPlugInitialized = () => {\n\t\t\t\t\tif( --pluginsToInitialize === 0 ) {\n\t\t\t\t\t\tthis.loadAsync().then( resolve );\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tinitNextPlugin();\n\t\t\t\t\t}\n\t\t\t\t};\n\n\t\t\t\tlet i = 0;\n\n\t\t\t\t// Initialize plugins serially\n\t\t\t\tinitNextPlugin = () => {\n\n\t\t\t\t\tlet plugin = pluginValues[i++];\n\n\t\t\t\t\t// If the plugin has an 'init' method, invoke it\n\t\t\t\t\tif( typeof plugin.init === 'function' ) {\n\t\t\t\t\t\tlet promise = plugin.init( this.Reveal );\n\n\t\t\t\t\t\t// If the plugin returned a Promise, wait for it\n\t\t\t\t\t\tif( promise && typeof promise.then === 'function' ) {\n\t\t\t\t\t\t\tpromise.then( afterPlugInitialized );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tafterPlugInitialized();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tafterPlugInitialized();\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\tinitNextPlugin();\n\n\t\t\t}\n\n\t\t} )\n\n\t}\n\n\t/**\n\t * Loads all async reveal.js dependencies.\n\t */\n\tloadAsync() {\n\n\t\tthis.state = 'loaded';\n\n\t\tif( this.asyncDependencies.length ) {\n\t\t\tthis.asyncDependencies.forEach( s => {\n\t\t\t\tloadScript( s.src, s.callback );\n\t\t\t} );\n\t\t}\n\n\t\treturn Promise.resolve();\n\n\t}\n\n\t/**\n\t * Registers a new plugin with this reveal.js instance.\n\t *\n\t * reveal.js waits for all regisered plugins to initialize\n\t * before considering itself ready, as long as the plugin\n\t * is registered before calling `Reveal.initialize()`.\n\t */\n\tregisterPlugin( plugin ) {\n\n\t\t// Backwards compatibility to make reveal.js ~3.9.0\n\t\t// plugins work with reveal.js 4.0.0\n\t\tif( arguments.length === 2 && typeof arguments[0] === 'string' ) {\n\t\t\tplugin = arguments[1];\n\t\t\tplugin.id = arguments[0];\n\t\t}\n\t\t// Plugin can optionally be a function which we call\n\t\t// to create an instance of the plugin\n\t\telse if( typeof plugin === 'function' ) {\n\t\t\tplugin = plugin();\n\t\t}\n\n\t\tlet id = plugin.id;\n\n\t\tif( typeof id !== 'string' ) {\n\t\t\tconsole.warn( 'Unrecognized plugin format; can\\'t find plugin.id', plugin );\n\t\t}\n\t\telse if( this.registeredPlugins[id] === undefined ) {\n\t\t\tthis.registeredPlugins[id] = plugin;\n\n\t\t\t// If a plugin is registered after reveal.js is loaded,\n\t\t\t// initialize it right away\n\t\t\tif( this.state === 'loaded' && typeof plugin.init === 'function' ) {\n\t\t\t\tplugin.init( this.Reveal );\n\t\t\t}\n\t\t}\n\t\telse {\n\t\t\tconsole.warn( 'reveal.js: \"'+ id +'\" plugin has already been registered' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if a specific plugin has been registered.\n\t *\n\t * @param {String} id Unique plugin identifier\n\t */\n\thasPlugin( id ) {\n\n\t\treturn !!this.registeredPlugins[id];\n\n\t}\n\n\t/**\n\t * Returns the specific plugin instance, if a plugin\n\t * with the given ID has been registered.\n\t *\n\t * @param {String} id Unique plugin identifier\n\t */\n\tgetPlugin( id ) {\n\n\t\treturn this.registeredPlugins[id];\n\n\t}\n\n\tgetRegisteredPlugins() {\n\n\t\treturn this.registeredPlugins;\n\n\t}\n\n\tdestroy() {\n\n\t\tObject.values( this.registeredPlugins ).forEach( plugin => {\n\t\t\tif( typeof plugin.destroy === 'function' ) {\n\t\t\t\tplugin.destroy();\n\t\t\t}\n\t\t} );\n\n\t\tthis.registeredPlugins = {};\n\t\tthis.asyncDependencies = [];\n\n\t}\n\n}\n","import { SLIDES_SELECTOR } from '../utils/constants.js'\nimport { queryAll, createStyleSheet } from '../utils/util.js'\n\n/**\n * Setups up our presentation for printing/exporting to PDF.\n */\nexport default class Print {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\t/**\n\t * Configures the presentation for printing to a static\n\t * PDF.\n\t */\n\tasync setupPDF() {\n\n\t\tconst config = this.Reveal.getConfig();\n\t\tconst slides = queryAll( this.Reveal.getRevealElement(), SLIDES_SELECTOR )\n\n\t\t// Compute slide numbers now, before we start duplicating slides\n\t\tconst doingSlideNumbers = config.slideNumber && /all|print/i.test( config.showSlideNumber );\n\n\t\tconst slideSize = this.Reveal.getComputedSlideSize( window.innerWidth, window.innerHeight );\n\n\t\t// Dimensions of the PDF pages\n\t\tconst pageWidth = Math.floor( slideSize.width * ( 1 + config.margin ) ),\n\t\t\tpageHeight = Math.floor( slideSize.height * ( 1 + config.margin ) );\n\n\t\t// Dimensions of slides within the pages\n\t\tconst slideWidth = slideSize.width,\n\t\t\tslideHeight = slideSize.height;\n\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\t// Let the browser know what page size we want to print\n\t\tcreateStyleSheet( '@page{size:'+ pageWidth +'px '+ pageHeight +'px; margin: 0px;}' );\n\n\t\t// Limit the size of certain elements to the dimensions of the slide\n\t\tcreateStyleSheet( '.reveal section>img, .reveal section>video, .reveal section>iframe{max-width: '+ slideWidth +'px; max-height:'+ slideHeight +'px}' );\n\n\t\tdocument.documentElement.classList.add( 'print-pdf' );\n\t\tdocument.body.style.width = pageWidth + 'px';\n\t\tdocument.body.style.height = pageHeight + 'px';\n\n\t\tconst viewportElement = document.querySelector( '.reveal-viewport' );\n\t\tlet presentationBackground;\n\t\tif( viewportElement ) {\n\t\t\tconst viewportStyles = window.getComputedStyle( viewportElement );\n\t\t\tif( viewportStyles && viewportStyles.background ) {\n\t\t\t\tpresentationBackground = viewportStyles.background;\n\t\t\t}\n\t\t}\n\n\t\t// Make sure stretch elements fit on slide\n\t\tawait new Promise( requestAnimationFrame );\n\t\tthis.Reveal.layoutSlideContents( slideWidth, slideHeight );\n\n\t\t// Batch scrollHeight access to prevent layout thrashing\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\tconst slideScrollHeights = slides.map( slide => slide.scrollHeight );\n\n\t\tconst pages = [];\n\t\tconst pageContainer = slides[0].parentNode;\n\n\t\t// Slide and slide background layout\n\t\tslides.forEach( function( slide, index ) {\n\n\t\t\t// Vertical stacks are not centred since their section\n\t\t\t// children will be\n\t\t\tif( slide.classList.contains( 'stack' ) === false ) {\n\t\t\t\t// Center the slide inside of the page, giving the slide some margin\n\t\t\t\tlet left = ( pageWidth - slideWidth ) / 2;\n\t\t\t\tlet top = ( pageHeight - slideHeight ) / 2;\n\n\t\t\t\tconst contentHeight = slideScrollHeights[ index ];\n\t\t\t\tlet numberOfPages = Math.max( Math.ceil( contentHeight / pageHeight ), 1 );\n\n\t\t\t\t// Adhere to configured pages per slide limit\n\t\t\t\tnumberOfPages = Math.min( numberOfPages, config.pdfMaxPagesPerSlide );\n\n\t\t\t\t// Center slides vertically\n\t\t\t\tif( numberOfPages === 1 && config.center || slide.classList.contains( 'center' ) ) {\n\t\t\t\t\ttop = Math.max( ( pageHeight - contentHeight ) / 2, 0 );\n\t\t\t\t}\n\n\t\t\t\t// Wrap the slide in a page element and hide its overflow\n\t\t\t\t// so that no page ever flows onto another\n\t\t\t\tconst page = document.createElement( 'div' );\n\t\t\t\tpages.push( page );\n\n\t\t\t\tpage.className = 'pdf-page';\n\t\t\t\tpage.style.height = ( ( pageHeight + config.pdfPageHeightOffset ) * numberOfPages ) + 'px';\n\n\t\t\t\t// Copy the presentation-wide background to each individual\n\t\t\t\t// page when printing\n\t\t\t\tif( presentationBackground ) {\n\t\t\t\t\tpage.style.background = presentationBackground;\n\t\t\t\t}\n\n\t\t\t\tpage.appendChild( slide );\n\n\t\t\t\t// Position the slide inside of the page\n\t\t\t\tslide.style.left = left + 'px';\n\t\t\t\tslide.style.top = top + 'px';\n\t\t\t\tslide.style.width = slideWidth + 'px';\n\n\t\t\t\t// Re-run the slide layout so that r-fit-text is applied based on\n\t\t\t\t// the printed slide size\n\t\t\t\tthis.Reveal.slideContent.layout( slide )\n\n\t\t\t\tif( slide.slideBackgroundElement ) {\n\t\t\t\t\tpage.insertBefore( slide.slideBackgroundElement, slide );\n\t\t\t\t}\n\n\t\t\t\t// Inject notes if `showNotes` is enabled\n\t\t\t\tif( config.showNotes ) {\n\n\t\t\t\t\t// Are there notes for this slide?\n\t\t\t\t\tconst notes = this.Reveal.getSlideNotes( slide );\n\t\t\t\t\tif( notes ) {\n\n\t\t\t\t\t\tconst notesSpacing = 8;\n\t\t\t\t\t\tconst notesLayout = typeof config.showNotes === 'string' ? config.showNotes : 'inline';\n\t\t\t\t\t\tconst notesElement = document.createElement( 'div' );\n\t\t\t\t\t\tnotesElement.classList.add( 'speaker-notes' );\n\t\t\t\t\t\tnotesElement.classList.add( 'speaker-notes-pdf' );\n\t\t\t\t\t\tnotesElement.setAttribute( 'data-layout', notesLayout );\n\t\t\t\t\t\tnotesElement.innerHTML = notes;\n\n\t\t\t\t\t\tif( notesLayout === 'separate-page' ) {\n\t\t\t\t\t\t\tpages.push( notesElement );\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tnotesElement.style.left = notesSpacing + 'px';\n\t\t\t\t\t\t\tnotesElement.style.bottom = notesSpacing + 'px';\n\t\t\t\t\t\t\tnotesElement.style.width = ( pageWidth - notesSpacing*2 ) + 'px';\n\t\t\t\t\t\t\tpage.appendChild( notesElement );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t}\n\n\t\t\t\t}\n\n\t\t\t\t// Inject slide numbers if `slideNumbers` are enabled\n\t\t\t\tif( doingSlideNumbers ) {\n\t\t\t\t\tconst slideNumber = index + 1;\n\t\t\t\t\tconst numberElement = document.createElement( 'div' );\n\t\t\t\t\tnumberElement.classList.add( 'slide-number' );\n\t\t\t\t\tnumberElement.classList.add( 'slide-number-pdf' );\n\t\t\t\t\tnumberElement.innerHTML = slideNumber;\n\t\t\t\t\tpage.appendChild( numberElement );\n\t\t\t\t}\n\n\t\t\t\t// Copy page and show fragments one after another\n\t\t\t\tif( config.pdfSeparateFragments ) {\n\n\t\t\t\t\t// Each fragment 'group' is an array containing one or more\n\t\t\t\t\t// fragments. Multiple fragments that appear at the same time\n\t\t\t\t\t// are part of the same group.\n\t\t\t\t\tconst fragmentGroups = this.Reveal.fragments.sort( page.querySelectorAll( '.fragment' ), true );\n\n\t\t\t\t\tlet previousFragmentStep;\n\n\t\t\t\t\tfragmentGroups.forEach( function( fragments ) {\n\n\t\t\t\t\t\t// Remove 'current-fragment' from the previous group\n\t\t\t\t\t\tif( previousFragmentStep ) {\n\t\t\t\t\t\t\tpreviousFragmentStep.forEach( function( fragment ) {\n\t\t\t\t\t\t\t\tfragment.classList.remove( 'current-fragment' );\n\t\t\t\t\t\t\t} );\n\t\t\t\t\t\t}\n\n\t\t\t\t\t\t// Show the fragments for the current index\n\t\t\t\t\t\tfragments.forEach( function( fragment ) {\n\t\t\t\t\t\t\tfragment.classList.add( 'visible', 'current-fragment' );\n\t\t\t\t\t\t}, this );\n\n\t\t\t\t\t\t// Create a separate page for the current fragment state\n\t\t\t\t\t\tconst clonedPage = page.cloneNode( true );\n\t\t\t\t\t\tpages.push( clonedPage );\n\n\t\t\t\t\t\tpreviousFragmentStep = fragments;\n\n\t\t\t\t\t}, this );\n\n\t\t\t\t\t// Reset the first/original page so that all fragments are hidden\n\t\t\t\t\tfragmentGroups.forEach( function( fragments ) {\n\t\t\t\t\t\tfragments.forEach( function( fragment ) {\n\t\t\t\t\t\t\tfragment.classList.remove( 'visible', 'current-fragment' );\n\t\t\t\t\t\t} );\n\t\t\t\t\t} );\n\n\t\t\t\t}\n\t\t\t\t// Show all fragments\n\t\t\t\telse {\n\t\t\t\t\tqueryAll( page, '.fragment:not(.fade-out)' ).forEach( function( fragment ) {\n\t\t\t\t\t\tfragment.classList.add( 'visible' );\n\t\t\t\t\t} );\n\t\t\t\t}\n\n\t\t\t}\n\n\t\t}, this );\n\n\t\tawait new Promise( requestAnimationFrame );\n\n\t\tpages.forEach( page => pageContainer.appendChild( page ) );\n\n\t\t// Notify subscribers that the PDF layout is good to go\n\t\tthis.Reveal.dispatchEvent({ type: 'pdf-ready' });\n\n\t}\n\n\t/**\n\t * Checks if this instance is being used to print a PDF.\n\t */\n\tisPrintingPDF() {\n\n\t\treturn ( /print-pdf/gi ).test( window.location.search );\n\n\t}\n\n}\n","import { isAndroid } from '../utils/device.js'\nimport { matches } from '../utils/util.js'\n\nconst SWIPE_THRESHOLD = 40;\n\n/**\n * Controls all touch interactions and navigations for\n * a presentation.\n */\nexport default class Touch {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\t// Holds information about the currently ongoing touch interaction\n\t\tthis.touchStartX = 0;\n\t\tthis.touchStartY = 0;\n\t\tthis.touchStartCount = 0;\n\t\tthis.touchCaptured = false;\n\n\t\tthis.onPointerDown = this.onPointerDown.bind( this );\n\t\tthis.onPointerMove = this.onPointerMove.bind( this );\n\t\tthis.onPointerUp = this.onPointerUp.bind( this );\n\t\tthis.onTouchStart = this.onTouchStart.bind( this );\n\t\tthis.onTouchMove = this.onTouchMove.bind( this );\n\t\tthis.onTouchEnd = this.onTouchEnd.bind( this );\n\n\t}\n\n\t/**\n\t *\n\t */\n\tbind() {\n\n\t\tlet revealElement = this.Reveal.getRevealElement();\n\n\t\tif( 'onpointerdown' in window ) {\n\t\t\t// Use W3C pointer events\n\t\t\trevealElement.addEventListener( 'pointerdown', this.onPointerDown, false );\n\t\t\trevealElement.addEventListener( 'pointermove', this.onPointerMove, false );\n\t\t\trevealElement.addEventListener( 'pointerup', this.onPointerUp, false );\n\t\t}\n\t\telse if( window.navigator.msPointerEnabled ) {\n\t\t\t// IE 10 uses prefixed version of pointer events\n\t\t\trevealElement.addEventListener( 'MSPointerDown', this.onPointerDown, false );\n\t\t\trevealElement.addEventListener( 'MSPointerMove', this.onPointerMove, false );\n\t\t\trevealElement.addEventListener( 'MSPointerUp', this.onPointerUp, false );\n\t\t}\n\t\telse {\n\t\t\t// Fall back to touch events\n\t\t\trevealElement.addEventListener( 'touchstart', this.onTouchStart, false );\n\t\t\trevealElement.addEventListener( 'touchmove', this.onTouchMove, false );\n\t\t\trevealElement.addEventListener( 'touchend', this.onTouchEnd, false );\n\t\t}\n\n\t}\n\n\t/**\n\t *\n\t */\n\tunbind() {\n\n\t\tlet revealElement = this.Reveal.getRevealElement();\n\n\t\trevealElement.removeEventListener( 'pointerdown', this.onPointerDown, false );\n\t\trevealElement.removeEventListener( 'pointermove', this.onPointerMove, false );\n\t\trevealElement.removeEventListener( 'pointerup', this.onPointerUp, false );\n\n\t\trevealElement.removeEventListener( 'MSPointerDown', this.onPointerDown, false );\n\t\trevealElement.removeEventListener( 'MSPointerMove', this.onPointerMove, false );\n\t\trevealElement.removeEventListener( 'MSPointerUp', this.onPointerUp, false );\n\n\t\trevealElement.removeEventListener( 'touchstart', this.onTouchStart, false );\n\t\trevealElement.removeEventListener( 'touchmove', this.onTouchMove, false );\n\t\trevealElement.removeEventListener( 'touchend', this.onTouchEnd, false );\n\n\t}\n\n\t/**\n\t * Checks if the target element prevents the triggering of\n\t * swipe navigation.\n\t */\n\tisSwipePrevented( target ) {\n\n\t\t// Prevent accidental swipes when scrubbing timelines\n\t\tif( matches( target, 'video, audio' ) ) return true;\n\n\t\twhile( target && typeof target.hasAttribute === 'function' ) {\n\t\t\tif( target.hasAttribute( 'data-prevent-swipe' ) ) return true;\n\t\t\ttarget = target.parentNode;\n\t\t}\n\n\t\treturn false;\n\n\t}\n\n\t/**\n\t * Handler for the 'touchstart' event, enables support for\n\t * swipe and pinch gestures.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchStart( event ) {\n\n\t\tif( this.isSwipePrevented( event.target ) ) return true;\n\n\t\tthis.touchStartX = event.touches[0].clientX;\n\t\tthis.touchStartY = event.touches[0].clientY;\n\t\tthis.touchStartCount = event.touches.length;\n\n\t}\n\n\t/**\n\t * Handler for the 'touchmove' event.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchMove( event ) {\n\n\t\tif( this.isSwipePrevented( event.target ) ) return true;\n\n\t\tlet config = this.Reveal.getConfig();\n\n\t\t// Each touch should only trigger one action\n\t\tif( !this.touchCaptured ) {\n\t\t\tthis.Reveal.onUserInput( event );\n\n\t\t\tlet currentX = event.touches[0].clientX;\n\t\t\tlet currentY = event.touches[0].clientY;\n\n\t\t\t// There was only one touch point, look for a swipe\n\t\t\tif( event.touches.length === 1 && this.touchStartCount !== 2 ) {\n\n\t\t\t\tlet availableRoutes = this.Reveal.availableRoutes({ includeFragments: true });\n\n\t\t\t\tlet deltaX = currentX - this.touchStartX,\n\t\t\t\t\tdeltaY = currentY - this.touchStartY;\n\n\t\t\t\tif( deltaX > SWIPE_THRESHOLD && Math.abs( deltaX ) > Math.abs( deltaY ) ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.left();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaX < -SWIPE_THRESHOLD && Math.abs( deltaX ) > Math.abs( deltaY ) ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tif( config.rtl ) {\n\t\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t\t}\n\t\t\t\t\t\telse {\n\t\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t\t}\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.right();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaY > SWIPE_THRESHOLD && availableRoutes.up ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tthis.Reveal.prev();\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.up();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\telse if( deltaY < -SWIPE_THRESHOLD && availableRoutes.down ) {\n\t\t\t\t\tthis.touchCaptured = true;\n\t\t\t\t\tif( config.navigationMode === 'linear' ) {\n\t\t\t\t\t\tthis.Reveal.next();\n\t\t\t\t\t}\n\t\t\t\t\telse {\n\t\t\t\t\t\tthis.Reveal.down();\n\t\t\t\t\t}\n\t\t\t\t}\n\n\t\t\t\t// If we're embedded, only block touch events if they have\n\t\t\t\t// triggered an action\n\t\t\t\tif( config.embedded ) {\n\t\t\t\t\tif( this.touchCaptured || this.Reveal.isVerticalSlide() ) {\n\t\t\t\t\t\tevent.preventDefault();\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t\t// Not embedded? Block them all to avoid needless tossing\n\t\t\t\t// around of the viewport in iOS\n\t\t\t\telse {\n\t\t\t\t\tevent.preventDefault();\n\t\t\t\t}\n\n\t\t\t}\n\t\t}\n\t\t// There's a bug with swiping on some Android devices unless\n\t\t// the default action is always prevented\n\t\telse if( isAndroid ) {\n\t\t\tevent.preventDefault();\n\t\t}\n\n\t}\n\n\t/**\n\t * Handler for the 'touchend' event.\n\t *\n\t * @param {object} event\n\t */\n\tonTouchEnd( event ) {\n\n\t\tthis.touchCaptured = false;\n\n\t}\n\n\t/**\n\t * Convert pointer down to touch start.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerDown( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" ) {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchStart( event );\n\t\t}\n\n\t}\n\n\t/**\n\t * Convert pointer move to touch move.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerMove( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" ) {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchMove( event );\n\t\t}\n\n\t}\n\n\t/**\n\t * Convert pointer up to touch end.\n\t *\n\t * @param {object} event\n\t */\n\tonPointerUp( event ) {\n\n\t\tif( event.pointerType === event.MSPOINTER_TYPE_TOUCH || event.pointerType === \"touch\" ) {\n\t\t\tevent.touches = [{ clientX: event.clientX, clientY: event.clientY }];\n\t\t\tthis.onTouchEnd( event );\n\t\t}\n\n\t}\n\n}","import { closest } from '../utils/util.js'\n\n/**\n * Manages focus when a presentation is embedded. This\n * helps us only capture keyboard from the presentation\n * a user is currently interacting with in a page where\n * multiple presentations are embedded.\n */\n\nconst STATE_FOCUS = 'focus';\nconst STATE_BLUR = 'blur';\n\nexport default class Focus {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t\tthis.onRevealPointerDown = this.onRevealPointerDown.bind( this );\n\t\tthis.onDocumentPointerDown = this.onDocumentPointerDown.bind( this );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.embedded ) {\n\t\t\tthis.blur();\n\t\t}\n\t\telse {\n\t\t\tthis.focus();\n\t\t\tthis.unbind();\n\t\t}\n\n\t}\n\n\tbind() {\n\n\t\tif( this.Reveal.getConfig().embedded ) {\n\t\t\tthis.Reveal.getRevealElement().addEventListener( 'pointerdown', this.onRevealPointerDown, false );\n\t\t}\n\n\t}\n\n\tunbind() {\n\n\t\tthis.Reveal.getRevealElement().removeEventListener( 'pointerdown', this.onRevealPointerDown, false );\n\t\tdocument.removeEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\n\t}\n\n\tfocus() {\n\n\t\tif( this.state !== STATE_FOCUS ) {\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'focused' );\n\t\t\tdocument.addEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\t\t}\n\n\t\tthis.state = STATE_FOCUS;\n\n\t}\n\n\tblur() {\n\n\t\tif( this.state !== STATE_BLUR ) {\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'focused' );\n\t\t\tdocument.removeEventListener( 'pointerdown', this.onDocumentPointerDown, false );\n\t\t}\n\n\t\tthis.state = STATE_BLUR;\n\n\t}\n\n\tisFocused() {\n\n\t\treturn this.state === STATE_FOCUS;\n\n\t}\n\n\tdestroy() {\n\n\t\tthis.Reveal.getRevealElement().classList.remove( 'focused' );\n\n\t}\n\n\tonRevealPointerDown( event ) {\n\n\t\tthis.focus();\n\n\t}\n\n\tonDocumentPointerDown( event ) {\n\n\t\tlet revealElement = closest( event.target, '.reveal' );\n\t\tif( !revealElement || revealElement !== this.Reveal.getRevealElement() ) {\n\t\t\tthis.blur();\n\t\t}\n\n\t}\n\n}","/**\n * Handles the showing and \n */\nexport default class Notes {\n\n\tconstructor( Reveal ) {\n\n\t\tthis.Reveal = Reveal;\n\n\t}\n\n\trender() {\n\n\t\tthis.element = document.createElement( 'div' );\n\t\tthis.element.className = 'speaker-notes';\n\t\tthis.element.setAttribute( 'data-prevent-swipe', '' );\n\t\tthis.element.setAttribute( 'tabindex', '0' );\n\t\tthis.Reveal.getRevealElement().appendChild( this.element );\n\n\t}\n\n\t/**\n\t * Called when the reveal.js config is updated.\n\t */\n\tconfigure( config, oldConfig ) {\n\n\t\tif( config.showNotes ) {\n\t\t\tthis.element.setAttribute( 'data-layout', typeof config.showNotes === 'string' ? config.showNotes : 'inline' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Pick up notes from the current slide and display them\n\t * to the viewer.\n\t *\n\t * @see {@link config.showNotes}\n\t */\n\tupdate() {\n\n\t\tif( this.Reveal.getConfig().showNotes && this.element && this.Reveal.getCurrentSlide() && !this.Reveal.print.isPrintingPDF() ) {\n\n\t\t\tthis.element.innerHTML = this.getSlideNotes() || 'No notes on this slide.';\n\n\t\t}\n\n\t}\n\n\t/**\n\t * Updates the visibility of the speaker notes sidebar that\n\t * is used to share annotated slides. The notes sidebar is\n\t * only visible if showNotes is true and there are notes on\n\t * one or more slides in the deck.\n\t */\n\tupdateVisibility() {\n\n\t\tif( this.Reveal.getConfig().showNotes && this.hasNotes() && !this.Reveal.print.isPrintingPDF() ) {\n\t\t\tthis.Reveal.getRevealElement().classList.add( 'show-notes' );\n\t\t}\n\t\telse {\n\t\t\tthis.Reveal.getRevealElement().classList.remove( 'show-notes' );\n\t\t}\n\n\t}\n\n\t/**\n\t * Checks if there are speaker notes for ANY slide in the\n\t * presentation.\n\t */\n\thasNotes() {\n\n\t\treturn this.Reveal.getSlidesElement().querySelectorAll( '[data-notes], aside.notes' ).length > 0;\n\n\t}\n\n\t/**\n\t * Checks if this presentation is running inside of the\n\t * speaker notes window.\n\t *\n\t * @return {boolean}\n\t */\n\tisSpeakerNotesWindow() {\n\n\t\treturn !!window.location.search.match( /receiver/gi );\n\n\t}\n\n\t/**\n\t * Retrieves the speaker notes from a slide. Notes can be\n\t * defined in two ways:\n\t * 1. As a data-notes attribute on the slide
\n\t * 2. As an