diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 62fcebac7..6a460ef74 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -76,6 +76,51 @@ jobs: run: | ./bin/install.sh + Notebook: + runs-on: ubuntu-latest + needs: [Run_Installer, Download_Data] + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + with: + submodules: true + + - name: Restore conda environment + id: restore-conda + uses: actions/cache@v4 + env: + cache-name: cache-conda-environment + with: + path: ./conda + key: ubuntu-latest-conda-${{ hashFiles('bin/install.sh','bin/environment*.yml' ) }} + fail-on-cache-miss: true + + - name: Restore example data + uses: actions/cache@v4 + with: + path: | + example.tar.gz + example-cmb-lensing.tar.gz + key: example-data-${{ env.EXAMPLE_DATA_FILE_VERSION }} + fail-on-cache-miss: true + + - name: Extract test data + run: | + tar -zxvf example.tar.gz + + - name: Execute notebook + run: | + source conda/bin/activate + jupyter execute notebooks/Welcome\ to\ TXPipe.ipynb + + - name: Show logs + if: always() + run: | + # always run + cat data/example/logs_metadetect/* + + Unit_Tests: runs-on: ${{ matrix.os }} needs: Run_Installer diff --git a/bin/environment-local.yml b/bin/environment-local.yml index e000d0b68..17fa34e12 100644 --- a/bin/environment-local.yml +++ b/bin/environment-local.yml @@ -42,7 +42,7 @@ dependencies: - dask-mpi==2022.4.0 - git+https://github.com/LSSTDESC/CLMM.git@1.14.6 - parallel-statistics==0.13 - - sacc[all]==2.1.* + - sacc[all]==2.4.* - jax==0.7.* - jaxlib==0.7.* - glass==2023.7 diff --git a/bin/environment-perlmutter.yml b/bin/environment-perlmutter.yml index 10fe1b16c..db5b49e88 100644 --- a/bin/environment-perlmutter.yml +++ b/bin/environment-perlmutter.yml @@ -51,7 +51,7 @@ dependencies: - dask-mpi==2022.4.0 - git+https://github.com/LSSTDESC/CLMM.git@1.14.6 - parallel-statistics==0.13 - - sacc[all]==2.1.* + - sacc[all]==2.4.* - jax==0.7.2 - jaxlib==0.7.2 - glass==2023.7 diff --git a/notebooks/Welcome to TXPipe.ipynb b/notebooks/Welcome to TXPipe.ipynb index 856ccdee8..76a3902e6 100644 --- a/notebooks/Welcome to TXPipe.ipynb +++ b/notebooks/Welcome to TXPipe.ipynb @@ -25,7 +25,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 28, "id": "e05309fe", "metadata": {}, "outputs": [], @@ -54,19 +54,10 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 29, "id": "40022d51", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/kabelo/TXPipe/conda/lib/python3.10/site-packages/ceci/__init__.py:12: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.\n", - " from pkg_resources import DistributionNotFound\n" - ] - } - ], + "outputs": [], "source": [ "%matplotlib inline\n", "import matplotlib.pyplot as plt\n", @@ -104,7 +95,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 30, "id": "a7228815", "metadata": {}, "outputs": [ @@ -113,16 +104,16 @@ "output_type": "stream", "text": [ "{'config': 'examples/metadetect/config.yml',\n", - " 'inputs': {'exposures': 'data/example/inputs/exposures.hdf5',\n", + " 'inputs': {'binned_random_catalog_source': 'None',\n", + " 'exposures': 'data/example/inputs/exposures.hdf5',\n", " 'fiducial_cosmology': 'data/fiducial_cosmology.yml',\n", " 'flow': 'data/example/inputs/example_flow.pkl',\n", " 'photometry_catalog': 'data/example/inputs/photometry_catalog.hdf5',\n", - " 'random_cats_source': None,\n", " 'shear_catalog': 'data/example/inputs/metadetect_shear_catalog.hdf5',\n", " 'star_catalog': 'data/example/inputs/star_catalog.hdf5'},\n", " 'launcher': {'interval': 1.0, 'name': 'mini'},\n", " 'log_dir': 'data/example/logs_metadetect',\n", - " 'modules': 'txpipe txpipe.extensions.hos.fsb '\n", + " 'modules': 'txpipe txpipe.extensions txpipe.extensions.hos.fsb '\n", " 'rail.creation.degraders.grid_selection '\n", " 'rail.creation.engines.flowEngine rail.estimation.algos.nz_dir '\n", " 'rail.estimation.algos.bpz_lite\\n',\n", @@ -169,6 +160,7 @@ " 'classname': 'PZRailSummarize',\n", " 'name': 'PZRailSummarizeSource'},\n", " {'name': 'TXSourceSelectorMetadetect'},\n", + " {'name': 'TXSourceTomography'},\n", " {'aliases': {'input': 'spectroscopic_catalog',\n", " 'model': 'source_direct_calibration_model'},\n", " 'classname': 'NZDirInformer',\n", @@ -226,7 +218,9 @@ " {'name': 'TXMapCorrelations'},\n", " {'name': 'TXApertureMass', 'threads_per_process': 2},\n", " {'name': 'TXTwoPointFourier'},\n", - " {'name': 'HOSFSB'}]}\n" + " {'name': 'TXTwoPointFourierCatalog'},\n", + " {'name': 'HOSFSB'},\n", + " {'name': 'TXTwoPointSCIA'}]}\n" ] } ], @@ -240,10 +234,73 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 31, "id": "8171d0a8", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Skipping stage TXAuxiliaryLensMaps because its outputs exist already\n", + "Skipping stage TXStarCatalogSplitter because its outputs exist already\n", + "Skipping stage TXPSFDiagnostics because its outputs exist already\n", + "Skipping stage TXBrighterFatterPlot because its outputs exist already\n", + "Skipping stage FlowCreator because its outputs exist already\n", + "Skipping stage TXSimpleMaskFrac because its outputs exist already\n", + "Skipping stage GridSelection because its outputs exist already\n", + "Skipping stage TXParqetToHDF because its outputs exist already\n", + "Skipping stage PZPrepareEstimatorLens because its outputs exist already\n", + "Skipping stage NZDirInformerLens because its outputs exist already\n", + "Skipping stage TXSourceTomography because its outputs exist already\n", + "Skipping stage NZDirInformerSource because its outputs exist already\n", + "Skipping stage PZEstimatorLens because its outputs exist already\n", + "Skipping stage TXSourceSelectorMetadetect because its outputs exist already\n", + "Skipping stage TXMeanLensSelector because its outputs exist already\n", + "Skipping stage TXShearCalibration because its outputs exist already\n", + "Skipping stage TXSourceNoiseMaps because its outputs exist already\n", + "Skipping stage TXDiagnosticQuantiles because its outputs exist already\n", + "Skipping stage TXGalaxyStarShear because its outputs exist already\n", + "Skipping stage TXLensCatalogSplitter because its outputs exist already\n", + "Skipping stage PZRailSummarizeSource because its outputs exist already\n", + "Skipping stage TXSourceMaps because its outputs exist already\n", + "Skipping stage TXSourceDiagnosticPlots because its outputs exist already\n", + "Skipping stage TXLSSWeightsUnit because its outputs exist already\n", + "Skipping stage TXPhotozPlotSource because its outputs exist already\n", + "Skipping stage PZRealizationsPlotSource because its outputs exist already\n", + "Skipping stage TXAuxiliarySourceMaps because its outputs exist already\n", + "Skipping stage TXConvergenceMaps because its outputs exist already\n", + "Skipping stage PZRailSummarizeLens because its outputs exist already\n", + "Skipping stage TXLensMaps because its outputs exist already\n", + "Skipping stage TXLensNoiseMaps because its outputs exist already\n", + "Skipping stage TXTracerMetadata because its outputs exist already\n", + "Skipping stage TXLensDiagnosticPlots because its outputs exist already\n", + "Skipping stage TXConvergenceMapPlots because its outputs exist already\n", + "Skipping stage TXRandomCat because its outputs exist already\n", + "Skipping stage TXPhotozPlotLens because its outputs exist already\n", + "Skipping stage PZRealizationsPlotLens because its outputs exist already\n", + "Skipping stage TXDensityMaps because its outputs exist already\n", + "Skipping stage TXMapCorrelations because its outputs exist already\n", + "Skipping stage TXJackknifeCenters because its outputs exist already\n", + "Skipping stage TXGalaxyStarDensity because its outputs exist already\n", + "Skipping stage TXTwoPointFourierCatalog because its outputs exist already\n", + "Skipping stage TXMapPlots because its outputs exist already\n", + "Skipping stage TXTwoPointFourier because its outputs exist already\n", + "Skipping stage HOSFSB because its outputs exist already\n", + "Skipping stage TXTwoPoint because its outputs exist already\n", + "Skipping stage TXGammaTFieldCenters because its outputs exist already\n", + "Skipping stage TXGammaTStars because its outputs exist already\n", + "Skipping stage TXGammaTRandoms because its outputs exist already\n", + "Skipping stage TXRoweStatistics because its outputs exist already\n", + "Skipping stage TXApertureMass because its outputs exist already\n", + "Skipping stage TXTwoPointSCIA because its outputs exist already\n", + "Skipping stage TXBlinding because its outputs exist already\n", + "Skipping stage TXTauStatistics because its outputs exist already\n", + "Skipping stage TXTwoPointTheoryReal because its outputs exist already\n", + "Skipping stage TXTwoPointPlots because its outputs exist already\n" + ] + } + ], "source": [ "config_filename = \"examples/metadetect/pipeline.yml\" \n", "pipeline = ceci.Pipeline.read(config_filename)" @@ -261,400 +318,13 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 32, "id": "e211e8c1", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Executing FlowCreator\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m ceci rail.creation.engines.flowEngine.FlowCreator --model=data/example/inputs/example_flow.pkl --config=examples/metadetect/config.yml --output=data/example/outputs_metadetect/ideal_specz_catalog.pq \n", - "Output writing to data/example/logs_metadetect/FlowCreator.out\n", - "\n", - "Job FlowCreator has completed successfully in 18.1 seconds seconds !\n", - "\n", - "Executing TXStarCatalogSplitter\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXStarCatalogSplitter --star_catalog=data/example/inputs/star_catalog.hdf5 --config=examples/metadetect/config.yml --binned_star_catalog=data/example/outputs_metadetect/binned_star_catalog.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXStarCatalogSplitter.out\n", - "\n", - "Job TXStarCatalogSplitter has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXAuxiliaryLensMaps\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXAuxiliaryLensMaps --photometry_catalog=data/example/inputs/photometry_catalog.hdf5 --config=examples/metadetect/config.yml --aux_lens_maps=data/example/outputs_metadetect/aux_lens_maps.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXAuxiliaryLensMaps.out\n", - "\n", - "Job TXAuxiliaryLensMaps has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXPSFDiagnostics\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXPSFDiagnostics --star_catalog=data/example/inputs/star_catalog.hdf5 --config=examples/metadetect/config.yml --e1_psf_residual_hist=data/example/outputs_metadetect/e1_psf_residual_hist.png --e2_psf_residual_hist=data/example/outputs_metadetect/e2_psf_residual_hist.png --T_frac_psf_residual_hist=data/example/outputs_metadetect/T_frac_psf_residual_hist.png --star_psf_stats=data/example/outputs_metadetect/star_psf_stats.yml \n", - "Output writing to data/example/logs_metadetect/TXPSFDiagnostics.out\n", - "\n", - "Job TXPSFDiagnostics has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXBrighterFatterPlot\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXBrighterFatterPlot --star_catalog=data/example/inputs/star_catalog.hdf5 --config=examples/metadetect/config.yml --brighter_fatter_plot=data/example/outputs_metadetect/brighter_fatter_plot.png --brighter_fatter_data=data/example/outputs_metadetect/brighter_fatter_data.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXBrighterFatterPlot.out\n", - "\n", - "Job TXBrighterFatterPlot has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing GridSelection\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m ceci rail.creation.degraders.grid_selection.GridSelection --input=data/example/outputs_metadetect/ideal_specz_catalog.pq --config=examples/metadetect/config.yml --output=data/example/outputs_metadetect/specz_catalog_pq.pq \n", - "Output writing to data/example/logs_metadetect/GridSelection.out\n", - "\n", - "Job GridSelection has completed successfully in 5.0 seconds seconds !\n", - "\n", - "Executing TXSimpleMaskFrac\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXSimpleMaskFrac --aux_lens_maps=data/example/outputs_metadetect/aux_lens_maps.hdf5 --config=examples/metadetect/config.yml --mask=data/example/outputs_metadetect/mask.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXSimpleMaskFrac.out\n", - "\n", - "Job TXSimpleMaskFrac has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXParqetToHDF\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXParqetToHDF --input=data/example/outputs_metadetect/specz_catalog_pq.pq --config=examples/metadetect/config.yml --output=data/example/outputs_metadetect/spectroscopic_catalog.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXParqetToHDF.out\n", - "\n", - "Job TXParqetToHDF has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing PZPrepareEstimatorLens\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m ceci rail.estimation.algos.bpz_lite.BPZliteInformer --input=data/example/outputs_metadetect/spectroscopic_catalog.hdf5 --name=PZPrepareEstimatorLens --config=examples/metadetect/config.yml --model=data/example/outputs_metadetect/lens_photoz_model.pkl \n", - "Output writing to data/example/logs_metadetect/PZPrepareEstimatorLens.out\n", - "\n", - "Job PZPrepareEstimatorLens has completed successfully in 1.0 seconds seconds !\n", - "\n", - "Executing NZDirInformerLens\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m ceci rail.estimation.algos.nz_dir.NZDirInformer --input=data/example/outputs_metadetect/spectroscopic_catalog.hdf5 --name=NZDirInformerLens --config=examples/metadetect/config.yml --model=data/example/outputs_metadetect/lens_direct_calibration_model.pkl \n", - "Output writing to data/example/logs_metadetect/NZDirInformerLens.out\n", - "\n", - "Job NZDirInformerLens has completed successfully in 3.0 seconds seconds !\n", - "\n", - "Executing TXSourceSelectorMetadetect\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXSourceSelectorMetadetect --shear_catalog=data/example/inputs/metadetect_shear_catalog.hdf5 --spectroscopic_catalog=data/example/outputs_metadetect/spectroscopic_catalog.hdf5 --config=examples/metadetect/config.yml --shear_tomography_catalog=data/example/outputs_metadetect/shear_tomography_catalog.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXSourceSelectorMetadetect.out\n", - "\n", - "Job TXSourceSelectorMetadetect has completed successfully in 3.0 seconds seconds !\n", - "\n", - "Executing NZDirInformerSource\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m ceci rail.estimation.algos.nz_dir.NZDirInformer --input=data/example/outputs_metadetect/spectroscopic_catalog.hdf5 --name=NZDirInformerSource --config=examples/metadetect/config.yml --model=data/example/outputs_metadetect/source_direct_calibration_model.pkl \n", - "Output writing to data/example/logs_metadetect/NZDirInformerSource.out\n", - "\n", - "Job NZDirInformerSource has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing PZEstimatorLens\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m ceci rail.estimation.algos.bpz_lite.BPZliteEstimator --model=data/example/outputs_metadetect/lens_photoz_model.pkl --input=data/example/inputs/photometry_catalog.hdf5 --name=PZEstimatorLens --config=examples/metadetect/config.yml --output=data/example/outputs_metadetect/lens_photoz_pdfs.hdf5 \n", - "Output writing to data/example/logs_metadetect/PZEstimatorLens.out\n", - "\n", - "Job PZEstimatorLens has completed successfully in 26.1 seconds seconds !\n", - "\n", - "Executing TXShearCalibration\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXShearCalibration --shear_catalog=data/example/inputs/metadetect_shear_catalog.hdf5 --shear_tomography_catalog=data/example/outputs_metadetect/shear_tomography_catalog.hdf5 --config=examples/metadetect/config.yml --binned_shear_catalog=data/example/outputs_metadetect/binned_shear_catalog.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXShearCalibration.out\n", - "\n", - "Job TXShearCalibration has completed successfully in 1.0 seconds seconds !\n", - "\n", - "Executing TXSourceNoiseMaps\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXSourceNoiseMaps --shear_catalog=data/example/inputs/metadetect_shear_catalog.hdf5 --shear_tomography_catalog=data/example/outputs_metadetect/shear_tomography_catalog.hdf5 --mask=data/example/outputs_metadetect/mask.hdf5 --config=examples/metadetect/config.yml --source_noise_maps=data/example/outputs_metadetect/source_noise_maps.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXSourceNoiseMaps.out\n", - "\n", - "Job TXSourceNoiseMaps has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXDiagnosticQuantiles\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXDiagnosticQuantiles --shear_catalog=data/example/inputs/metadetect_shear_catalog.hdf5 --shear_tomography_catalog=data/example/outputs_metadetect/shear_tomography_catalog.hdf5 --config=examples/metadetect/config.yml --shear_catalog_quantiles=data/example/outputs_metadetect/shear_catalog_quantiles.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXDiagnosticQuantiles.out\n", - "\n", - "Job TXDiagnosticQuantiles has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXGalaxyStarShear\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXGalaxyStarShear --shear_catalog=data/example/inputs/metadetect_shear_catalog.hdf5 --star_catalog=data/example/inputs/star_catalog.hdf5 --shear_tomography_catalog=data/example/outputs_metadetect/shear_tomography_catalog.hdf5 --config=examples/metadetect/config.yml --star_shear_test=data/example/outputs_metadetect/star_shear_test.png --star_star_test=data/example/outputs_metadetect/star_star_test.png --star_shear_stats=data/example/outputs_metadetect/star_shear_stats.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXGalaxyStarShear.out\n", - "\n", - "Job TXGalaxyStarShear has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXMeanLensSelector\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXMeanLensSelector --photometry_catalog=data/example/inputs/photometry_catalog.hdf5 --lens_photoz_pdfs=data/example/outputs_metadetect/lens_photoz_pdfs.hdf5 --config=examples/metadetect/config.yml --lens_tomography_catalog_unweighted=data/example/outputs_metadetect/lens_tomography_catalog_unweighted.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXMeanLensSelector.out\n", - "\n", - "Job TXMeanLensSelector has completed successfully in 3.0 seconds seconds !\n", - "\n", - "Executing PZRailSummarizeSource\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe PZRailSummarize --binned_catalog=data/example/outputs_metadetect/binned_shear_catalog.hdf5 --model=data/example/outputs_metadetect/source_direct_calibration_model.pkl --name=PZRailSummarizeSource --config=examples/metadetect/config.yml --photoz_stack=data/example/outputs_metadetect/shear_photoz_stack.hdf5 --photoz_realizations=data/example/outputs_metadetect/source_photoz_realizations.hdf5 \n", - "Output writing to data/example/logs_metadetect/PZRailSummarizeSource.out\n", - "\n", - "Job PZRailSummarizeSource has completed successfully in 3.0 seconds seconds !\n", - "\n", - "Executing TXSourceMaps\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXSourceMaps --binned_shear_catalog=data/example/outputs_metadetect/binned_shear_catalog.hdf5 --config=examples/metadetect/config.yml --source_maps=data/example/outputs_metadetect/source_maps.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXSourceMaps.out\n", - "\n", - "Job TXSourceMaps has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXSourceDiagnosticPlots\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH mpirun -n 2 python3 -m txpipe TXSourceDiagnosticPlots --shear_catalog=data/example/inputs/metadetect_shear_catalog.hdf5 --shear_tomography_catalog=data/example/outputs_metadetect/shear_tomography_catalog.hdf5 --shear_catalog_quantiles=data/example/outputs_metadetect/shear_catalog_quantiles.hdf5 --config=examples/metadetect/config.yml --g_psf_T=data/example/outputs_metadetect/g_psf_T.png --g_psf_g=data/example/outputs_metadetect/g_psf_g.png --g1_hist=data/example/outputs_metadetect/g1_hist.png --g2_hist=data/example/outputs_metadetect/g2_hist.png --g_snr=data/example/outputs_metadetect/g_snr.png --g_T=data/example/outputs_metadetect/g_T.png --g_colormag=data/example/outputs_metadetect/g_colormag.png --source_snr_hist=data/example/outputs_metadetect/source_snr_hist.png --source_mag_hist=data/example/outputs_metadetect/source_mag_hist.png --response_hist=data/example/outputs_metadetect/response_hist.png --g_psf_T_out=data/example/outputs_metadetect/g_psf_T_out.txt --g_psf_g_out=data/example/outputs_metadetect/g_psf_g_out.txt --g_snr_out=data/example/outputs_metadetect/g_snr_out.txt --g_T_out=data/example/outputs_metadetect/g_T_out.txt --mpi\n", - "Output writing to data/example/logs_metadetect/TXSourceDiagnosticPlots.out\n", - "\n", - "Job TXSourceDiagnosticPlots has completed successfully in 6.0 seconds seconds !\n", - "\n", - "Executing TXLensCatalogSplitter\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXLensCatalogSplitter --lens_tomography_catalog_unweighted=data/example/outputs_metadetect/lens_tomography_catalog_unweighted.hdf5 --photometry_catalog=data/example/inputs/photometry_catalog.hdf5 --fiducial_cosmology=data/fiducial_cosmology.yml --lens_photoz_pdfs=data/example/outputs_metadetect/lens_photoz_pdfs.hdf5 --config=examples/metadetect/config.yml --binned_lens_catalog_unweighted=data/example/outputs_metadetect/binned_lens_catalog_unweighted.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXLensCatalogSplitter.out\n", - "\n", - "Job TXLensCatalogSplitter has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXPhotozPlotSource\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXPhotozPlot --photoz_stack=data/example/outputs_metadetect/shear_photoz_stack.hdf5 --name=TXPhotozPlotSource --config=examples/metadetect/config.yml --nz_plot=data/example/outputs_metadetect/nz_source.png \n", - "Output writing to data/example/logs_metadetect/TXPhotozPlotSource.out\n", - "\n", - "Job TXPhotozPlotSource has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing PZRealizationsPlotSource\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe PZRealizationsPlot --photoz_realizations=data/example/outputs_metadetect/source_photoz_realizations.hdf5 --name=PZRealizationsPlotSource --config=examples/metadetect/config.yml --photoz_realizations_plot=data/example/outputs_metadetect/source_photoz_realizations_plot.png \n", - "Output writing to data/example/logs_metadetect/PZRealizationsPlotSource.out\n", - "\n", - "Job PZRealizationsPlotSource has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXAuxiliarySourceMaps\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXAuxiliarySourceMaps --shear_catalog=data/example/inputs/metadetect_shear_catalog.hdf5 --shear_tomography_catalog=data/example/outputs_metadetect/shear_tomography_catalog.hdf5 --source_maps=data/example/outputs_metadetect/source_maps.hdf5 --config=examples/metadetect/config.yml --aux_source_maps=data/example/outputs_metadetect/aux_source_maps.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXAuxiliarySourceMaps.out\n", - "\n", - "Job TXAuxiliarySourceMaps has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXConvergenceMaps\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXConvergenceMaps --source_maps=data/example/outputs_metadetect/source_maps.hdf5 --config=examples/metadetect/config.yml --convergence_maps=data/example/outputs_metadetect/convergence_maps.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXConvergenceMaps.out\n", - "\n", - "Job TXConvergenceMaps has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXLSSWeightsUnit\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXLSSWeightsUnit --binned_lens_catalog_unweighted=data/example/outputs_metadetect/binned_lens_catalog_unweighted.hdf5 --lens_tomography_catalog_unweighted=data/example/outputs_metadetect/lens_tomography_catalog_unweighted.hdf5 --mask=data/example/outputs_metadetect/mask.hdf5 --config=examples/metadetect/config.yml --lss_weight_summary=data/example/outputs_metadetect/lss_weight_summary --lss_weight_maps=data/example/outputs_metadetect/lss_weight_maps.hdf5 --binned_lens_catalog=data/example/outputs_metadetect/binned_lens_catalog.hdf5 --lens_tomography_catalog=data/example/outputs_metadetect/lens_tomography_catalog.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXLSSWeightsUnit.out\n", - "\n", - "Job TXLSSWeightsUnit has completed successfully in 3.0 seconds seconds !\n", - "\n", - "Executing TXConvergenceMapPlots\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXConvergenceMapPlots --convergence_maps=data/example/outputs_metadetect/convergence_maps.hdf5 --config=examples/metadetect/config.yml --convergence_map=data/example/outputs_metadetect/convergence_map.png \n", - "Output writing to data/example/logs_metadetect/TXConvergenceMapPlots.out\n", - "\n", - "Job TXConvergenceMapPlots has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing PZRailSummarizeLens\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe PZRailSummarize --binned_catalog=data/example/outputs_metadetect/binned_lens_catalog.hdf5 --model=data/example/outputs_metadetect/lens_direct_calibration_model.pkl --name=PZRailSummarizeLens --config=examples/metadetect/config.yml --photoz_stack=data/example/outputs_metadetect/lens_photoz_stack.hdf5 --photoz_realizations=data/example/outputs_metadetect/lens_photoz_realizations.hdf5 \n", - "Output writing to data/example/logs_metadetect/PZRailSummarizeLens.out\n", - "\n", - "Job PZRailSummarizeLens has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXLensMaps\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXLensMaps --photometry_catalog=data/example/inputs/photometry_catalog.hdf5 --lens_tomography_catalog=data/example/outputs_metadetect/lens_tomography_catalog.hdf5 --config=examples/metadetect/config.yml --lens_maps=data/example/outputs_metadetect/lens_maps.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXLensMaps.out\n", - "\n", - "Job TXLensMaps has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXLensNoiseMaps\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXLensNoiseMaps --lens_tomography_catalog=data/example/outputs_metadetect/lens_tomography_catalog.hdf5 --photometry_catalog=data/example/inputs/photometry_catalog.hdf5 --mask=data/example/outputs_metadetect/mask.hdf5 --config=examples/metadetect/config.yml --lens_noise_maps=data/example/outputs_metadetect/lens_noise_maps.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXLensNoiseMaps.out\n", - "\n", - "Job TXLensNoiseMaps has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXTracerMetadata\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXTracerMetadata --shear_catalog=data/example/inputs/metadetect_shear_catalog.hdf5 --shear_tomography_catalog=data/example/outputs_metadetect/shear_tomography_catalog.hdf5 --lens_tomography_catalog=data/example/outputs_metadetect/lens_tomography_catalog.hdf5 --mask=data/example/outputs_metadetect/mask.hdf5 --config=examples/metadetect/config.yml --tracer_metadata=data/example/outputs_metadetect/tracer_metadata.hdf5 --tracer_metadata_yml=data/example/outputs_metadetect/tracer_metadata_yml.yml \n", - "Output writing to data/example/logs_metadetect/TXTracerMetadata.out\n", - "\n", - "Job TXTracerMetadata has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXLensDiagnosticPlots\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXLensDiagnosticPlots --photometry_catalog=data/example/inputs/photometry_catalog.hdf5 --lens_tomography_catalog=data/example/outputs_metadetect/lens_tomography_catalog.hdf5 --config=examples/metadetect/config.yml --lens_snr_hist=data/example/outputs_metadetect/lens_snr_hist.png --lens_mag_hist=data/example/outputs_metadetect/lens_mag_hist.png \n", - "Output writing to data/example/logs_metadetect/TXLensDiagnosticPlots.out\n", - "\n", - "Job TXLensDiagnosticPlots has completed successfully in 4.0 seconds seconds !\n", - "\n", - "Executing TXRandomCat\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXRandomCat --aux_lens_maps=data/example/outputs_metadetect/aux_lens_maps.hdf5 --mask=data/example/outputs_metadetect/mask.hdf5 --lens_photoz_stack=data/example/outputs_metadetect/lens_photoz_stack.hdf5 --fiducial_cosmology=data/fiducial_cosmology.yml --config=examples/metadetect/config.yml --random_cats=data/example/outputs_metadetect/random_cats.hdf5 --binned_random_catalog=data/example/outputs_metadetect/binned_random_catalog.hdf5 --binned_random_catalog_sub=data/example/outputs_metadetect/binned_random_catalog_sub.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXRandomCat.out\n", - "\n", - "Job TXRandomCat has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXPhotozPlotLens\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXPhotozPlot --photoz_stack=data/example/outputs_metadetect/lens_photoz_stack.hdf5 --name=TXPhotozPlotLens --config=examples/metadetect/config.yml --nz_plot=data/example/outputs_metadetect/nz_lens.png \n", - "Output writing to data/example/logs_metadetect/TXPhotozPlotLens.out\n", - "\n", - "Job TXPhotozPlotLens has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing PZRealizationsPlotLens\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe PZRealizationsPlot --photoz_realizations=data/example/outputs_metadetect/lens_photoz_realizations.hdf5 --name=PZRealizationsPlotLens --config=examples/metadetect/config.yml --photoz_realizations_plot=data/example/outputs_metadetect/lens_photoz_realizations_plot.png \n", - "Output writing to data/example/logs_metadetect/PZRealizationsPlotLens.out\n", - "\n", - "Job PZRealizationsPlotLens has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXDensityMaps\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXDensityMaps --lens_maps=data/example/outputs_metadetect/lens_maps.hdf5 --mask=data/example/outputs_metadetect/mask.hdf5 --config=examples/metadetect/config.yml --density_maps=data/example/outputs_metadetect/density_maps.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXDensityMaps.out\n", - "\n", - "Job TXDensityMaps has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXMapCorrelations\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXMapCorrelations --lens_maps=data/example/outputs_metadetect/lens_maps.hdf5 --convergence_maps=data/example/outputs_metadetect/convergence_maps.hdf5 --source_maps=data/example/outputs_metadetect/source_maps.hdf5 --mask=data/example/outputs_metadetect/mask.hdf5 --config=examples/metadetect/config.yml --map_systematic_correlations=data/example/outputs_metadetect/map_systematic_correlations \n", - "Output writing to data/example/logs_metadetect/TXMapCorrelations.out\n", - "\n", - "Job TXMapCorrelations has completed successfully in 3.0 seconds seconds !\n", - "\n", - "Executing TXJackknifeCenters\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXJackknifeCenters --random_cats=data/example/outputs_metadetect/random_cats.hdf5 --config=examples/metadetect/config.yml --patch_centers=data/example/outputs_metadetect/patch_centers.txt --jk=data/example/outputs_metadetect/jk.png \n", - "Output writing to data/example/logs_metadetect/TXJackknifeCenters.out\n", - "\n", - "Job TXJackknifeCenters has completed successfully in 2.0 seconds seconds !\n", - "\n", - "Executing TXGalaxyStarDensity\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXGalaxyStarDensity --shear_catalog=data/example/inputs/metadetect_shear_catalog.hdf5 --star_catalog=data/example/inputs/star_catalog.hdf5 --shear_tomography_catalog=data/example/outputs_metadetect/shear_tomography_catalog.hdf5 --random_cats=data/example/outputs_metadetect/random_cats.hdf5 --config=examples/metadetect/config.yml --star_density_test=data/example/outputs_metadetect/star_density_test.png --star_density_stats=data/example/outputs_metadetect/star_density_stats.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXGalaxyStarDensity.out\n", - "\n", - "Job TXGalaxyStarDensity has completed successfully in 8.0 seconds seconds !\n", - "\n", - "Executing TXMapPlots\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXMapPlots --source_maps=data/example/outputs_metadetect/source_maps.hdf5 --lens_maps=data/example/outputs_metadetect/lens_maps.hdf5 --density_maps=data/example/outputs_metadetect/density_maps.hdf5 --mask=data/example/outputs_metadetect/mask.hdf5 --aux_source_maps=data/example/outputs_metadetect/aux_source_maps.hdf5 --aux_lens_maps=data/example/outputs_metadetect/aux_lens_maps.hdf5 --config=examples/metadetect/config.yml --depth_map=data/example/outputs_metadetect/depth_map.png --lens_map=data/example/outputs_metadetect/lens_map.png --shear_map=data/example/outputs_metadetect/shear_map.png --flag_map=data/example/outputs_metadetect/flag_map.png --psf_map=data/example/outputs_metadetect/psf_map.png --mask_map=data/example/outputs_metadetect/mask_map.png --bright_object_map=data/example/outputs_metadetect/bright_object_map.png \n", - "Output writing to data/example/logs_metadetect/TXMapPlots.out\n", - "\n", - "Job TXMapPlots has completed successfully in 4.0 seconds seconds !\n", - "\n", - "Executing TXTwoPointFourier\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXTwoPointFourier --shear_photoz_stack=data/example/outputs_metadetect/shear_photoz_stack.hdf5 --lens_photoz_stack=data/example/outputs_metadetect/lens_photoz_stack.hdf5 --fiducial_cosmology=data/fiducial_cosmology.yml --tracer_metadata=data/example/outputs_metadetect/tracer_metadata.hdf5 --lens_maps=data/example/outputs_metadetect/lens_maps.hdf5 --source_maps=data/example/outputs_metadetect/source_maps.hdf5 --density_maps=data/example/outputs_metadetect/density_maps.hdf5 --mask=data/example/outputs_metadetect/mask.hdf5 --source_noise_maps=data/example/outputs_metadetect/source_noise_maps.hdf5 --lens_noise_maps=data/example/outputs_metadetect/lens_noise_maps.hdf5 --config=examples/metadetect/config.yml --twopoint_data_fourier=data/example/outputs_metadetect/twopoint_data_fourier.sacc \n", - "Output writing to data/example/logs_metadetect/TXTwoPointFourier.out\n", - "\n", - "Job TXTwoPointFourier has completed successfully in 5.0 seconds seconds !\n", - "\n", - "Executing HOSFSB\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe HOSFSB --density_maps=data/example/outputs_metadetect/density_maps.hdf5 --mask=data/example/outputs_metadetect/mask.hdf5 --lens_photoz_stack=data/example/outputs_metadetect/lens_photoz_stack.hdf5 --tracer_metadata=data/example/outputs_metadetect/tracer_metadata.hdf5 --config=examples/metadetect/config.yml --filtered_squared_bispectrum=data/example/outputs_metadetect/filtered_squared_bispectrum.sacc \n", - "Output writing to data/example/logs_metadetect/HOSFSB.out\n", - "\n", - "Job HOSFSB has completed successfully in 3.0 seconds seconds !\n", - "\n", - "Executing TXTwoPoint\n", - "Command is:\n", - "OMP_NUM_THREADS=2 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXTwoPoint --binned_shear_catalog=data/example/outputs_metadetect/binned_shear_catalog.hdf5 --binned_lens_catalog=data/example/outputs_metadetect/binned_lens_catalog.hdf5 --binned_random_catalog=data/example/outputs_metadetect/binned_random_catalog.hdf5 --binned_random_catalog_sub=data/example/outputs_metadetect/binned_random_catalog_sub.hdf5 --shear_photoz_stack=data/example/outputs_metadetect/shear_photoz_stack.hdf5 --lens_photoz_stack=data/example/outputs_metadetect/lens_photoz_stack.hdf5 --patch_centers=data/example/outputs_metadetect/patch_centers.txt --tracer_metadata=data/example/outputs_metadetect/tracer_metadata.hdf5 --config=examples/metadetect/config.yml --twopoint_data_real_raw=data/example/outputs_metadetect/twopoint_data_real_raw.sacc --twopoint_gamma_x=data/example/outputs_metadetect/twopoint_gamma_x.sacc \n", - "Output writing to data/example/logs_metadetect/TXTwoPoint.out\n", - "\n", - "Job TXTwoPoint has completed successfully in 7.0 seconds seconds !\n", - "\n", - "Executing TXGammaTFieldCenters\n", - "Command is:\n", - "OMP_NUM_THREADS=2 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXGammaTFieldCenters --binned_shear_catalog=data/example/outputs_metadetect/binned_shear_catalog.hdf5 --shear_photoz_stack=data/example/outputs_metadetect/shear_photoz_stack.hdf5 --lens_photoz_stack=data/example/outputs_metadetect/lens_photoz_stack.hdf5 --random_cats=data/example/outputs_metadetect/random_cats.hdf5 --exposures=data/example/inputs/exposures.hdf5 --patch_centers=data/example/outputs_metadetect/patch_centers.txt --tracer_metadata=data/example/outputs_metadetect/tracer_metadata.hdf5 --config=examples/metadetect/config.yml --gammat_field_center=data/example/outputs_metadetect/gammat_field_center.sacc --gammat_field_center_plot=data/example/outputs_metadetect/gammat_field_center_plot.png \n", - "Output writing to data/example/logs_metadetect/TXGammaTFieldCenters.out\n", - "\n", - "Job TXGammaTFieldCenters has completed successfully in 4.0 seconds seconds !\n", - "\n", - "Executing TXGammaTStars\n", - "Command is:\n", - "OMP_NUM_THREADS=2 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXGammaTStars --binned_shear_catalog=data/example/outputs_metadetect/binned_shear_catalog.hdf5 --shear_tomography_catalog=data/example/outputs_metadetect/shear_tomography_catalog.hdf5 --shear_photoz_stack=data/example/outputs_metadetect/shear_photoz_stack.hdf5 --lens_photoz_stack=data/example/outputs_metadetect/lens_photoz_stack.hdf5 --random_cats=data/example/outputs_metadetect/random_cats.hdf5 --binned_star_catalog=data/example/outputs_metadetect/binned_star_catalog.hdf5 --patch_centers=data/example/outputs_metadetect/patch_centers.txt --tracer_metadata=data/example/outputs_metadetect/tracer_metadata.hdf5 --binned_random_catalog=data/example/outputs_metadetect/binned_random_catalog.hdf5 --config=examples/metadetect/config.yml --gammat_bright_stars=data/example/outputs_metadetect/gammat_bright_stars.sacc --gammat_bright_stars_plot=data/example/outputs_metadetect/gammat_bright_stars_plot.png --gammat_dim_stars=data/example/outputs_metadetect/gammat_dim_stars.sacc --gammat_dim_stars_plot=data/example/outputs_metadetect/gammat_dim_stars_plot.png \n", - "Output writing to data/example/logs_metadetect/TXGammaTStars.out\n", - "\n", - "Job TXGammaTStars has completed successfully in 6.0 seconds seconds !\n", - "\n", - "Executing TXGammaTRandoms\n", - "Command is:\n", - "OMP_NUM_THREADS=2 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXGammaTRandoms --binned_shear_catalog=data/example/outputs_metadetect/binned_shear_catalog.hdf5 --shear_photoz_stack=data/example/outputs_metadetect/shear_photoz_stack.hdf5 --random_cats=data/example/outputs_metadetect/random_cats.hdf5 --patch_centers=data/example/outputs_metadetect/patch_centers.txt --tracer_metadata=data/example/outputs_metadetect/tracer_metadata.hdf5 --config=examples/metadetect/config.yml --gammat_randoms=data/example/outputs_metadetect/gammat_randoms.sacc --gammat_randoms_plot=data/example/outputs_metadetect/gammat_randoms_plot.png \n", - "Output writing to data/example/logs_metadetect/TXGammaTRandoms.out\n", - "\n", - "Job TXGammaTRandoms has completed successfully in 4.0 seconds seconds !\n", - "\n", - "Executing TXRoweStatistics\n", - "Command is:\n", - "OMP_NUM_THREADS=2 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXRoweStatistics --star_catalog=data/example/inputs/star_catalog.hdf5 --patch_centers=data/example/outputs_metadetect/patch_centers.txt --config=examples/metadetect/config.yml --rowe134=data/example/outputs_metadetect/rowe134.png --rowe25=data/example/outputs_metadetect/rowe25.png --rowe0=data/example/outputs_metadetect/rowe0.png --rowe_stats=data/example/outputs_metadetect/rowe_stats.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXRoweStatistics.out\n", - "\n", - "Job TXRoweStatistics has completed successfully in 3.0 seconds seconds !\n", - "\n", - "Executing TXApertureMass\n", - "Command is:\n", - "OMP_NUM_THREADS=2 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXApertureMass --binned_shear_catalog=data/example/outputs_metadetect/binned_shear_catalog.hdf5 --shear_photoz_stack=data/example/outputs_metadetect/shear_photoz_stack.hdf5 --patch_centers=data/example/outputs_metadetect/patch_centers.txt --tracer_metadata=data/example/outputs_metadetect/tracer_metadata.hdf5 --config=examples/metadetect/config.yml --aperture_mass_data=data/example/outputs_metadetect/aperture_mass_data.sacc \n", - "Output writing to data/example/logs_metadetect/TXApertureMass.out\n", - "\n", - "Job TXApertureMass has completed successfully in 4.0 seconds seconds !\n", - "\n", - "Executing TXBlinding\n", - "Command is:\n", - "OMP_NUM_THREADS=2 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXBlinding --twopoint_data_real_raw=data/example/outputs_metadetect/twopoint_data_real_raw.sacc --config=examples/metadetect/config.yml --twopoint_data_real=data/example/outputs_metadetect/twopoint_data_real.sacc \n", - "Output writing to data/example/logs_metadetect/TXBlinding.out\n", - "\n", - "Job TXBlinding has completed successfully in 6.0 seconds seconds !\n", - "\n", - "Executing TXTauStatistics\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXTauStatistics --binned_shear_catalog=data/example/outputs_metadetect/binned_shear_catalog.hdf5 --star_catalog=data/example/inputs/star_catalog.hdf5 --rowe_stats=data/example/outputs_metadetect/rowe_stats.hdf5 --config=examples/metadetect/config.yml --tau0=data/example/outputs_metadetect/tau0.png --tau2=data/example/outputs_metadetect/tau2.png --tau5=data/example/outputs_metadetect/tau5.png --tau_stats=data/example/outputs_metadetect/tau_stats.hdf5 \n", - "Output writing to data/example/logs_metadetect/TXTauStatistics.out\n", - "\n", - "Job TXTauStatistics has completed successfully in 30.1 seconds seconds !\n", - "\n", - "Executing TXTwoPointTheoryReal\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXTwoPointTheoryReal --twopoint_data_real=data/example/outputs_metadetect/twopoint_data_real.sacc --fiducial_cosmology=data/fiducial_cosmology.yml --config=examples/metadetect/config.yml --twopoint_theory_real=data/example/outputs_metadetect/twopoint_theory_real.sacc \n", - "Output writing to data/example/logs_metadetect/TXTwoPointTheoryReal.out\n", - "\n", - "Job TXTwoPointTheoryReal has completed successfully in 5.0 seconds seconds !\n", - "\n", - "Executing TXTwoPointPlots\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXTwoPointPlots --twopoint_data_real=data/example/outputs_metadetect/twopoint_data_real.sacc --twopoint_gamma_x=data/example/outputs_metadetect/twopoint_gamma_x.sacc --config=examples/metadetect/config.yml --shear_xi_plus=data/example/outputs_metadetect/shear_xi_plus.png --shear_xi_minus=data/example/outputs_metadetect/shear_xi_minus.png --shearDensity_xi=data/example/outputs_metadetect/shearDensity_xi.png --density_xi=data/example/outputs_metadetect/density_xi.png --shearDensity_xi_x=data/example/outputs_metadetect/shearDensity_xi_x.png \n", - "Output writing to data/example/logs_metadetect/TXTwoPointPlots.out\n", - "\n", - "Job TXTwoPointPlots has completed successfully in 7.0 seconds seconds !\n" - ] - }, - { - "data": { - "text/plain": [ - "0" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "pipeline.run()" + "status = pipeline.run()\n", + "assert status == 0" ] }, { @@ -667,7 +337,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 33, "id": "ff2265c7", "metadata": {}, "outputs": [ @@ -682,35 +352,37 @@ "exposures data/example/inputs/exposures.hdf5\n", "star_catalog data/example/inputs/star_catalog.hdf5\n", "fiducial_cosmology data/fiducial_cosmology.yml\n", - "random_cats_source None\n", + "binned_random_catalog_source None\n", "flow data/example/inputs/example_flow.pkl\n", "\n", "Outputs\n", "------\n", - "ideal_specz_catalog data/example/outputs_metadetect/ideal_specz_catalog.pq\n", - "binned_star_catalog data/example/outputs_metadetect/binned_star_catalog.hdf5\n", "aux_lens_maps data/example/outputs_metadetect/aux_lens_maps.hdf5\n", + "binned_star_catalog data/example/outputs_metadetect/binned_star_catalog.hdf5\n", "e1_psf_residual_hist data/example/outputs_metadetect/e1_psf_residual_hist.png\n", "e2_psf_residual_hist data/example/outputs_metadetect/e2_psf_residual_hist.png\n", "T_frac_psf_residual_hist data/example/outputs_metadetect/T_frac_psf_residual_hist.png\n", "star_psf_stats data/example/outputs_metadetect/star_psf_stats.yml\n", "brighter_fatter_plot data/example/outputs_metadetect/brighter_fatter_plot.png\n", "brighter_fatter_data data/example/outputs_metadetect/brighter_fatter_data.hdf5\n", - "specz_catalog_pq data/example/outputs_metadetect/specz_catalog_pq.pq\n", + "ideal_specz_catalog data/example/outputs_metadetect/ideal_specz_catalog.pq\n", "mask data/example/outputs_metadetect/mask.hdf5\n", + "specz_catalog_pq data/example/outputs_metadetect/specz_catalog_pq.pq\n", "spectroscopic_catalog data/example/outputs_metadetect/spectroscopic_catalog.hdf5\n", "lens_photoz_model data/example/outputs_metadetect/lens_photoz_model.pkl\n", "lens_direct_calibration_model data/example/outputs_metadetect/lens_direct_calibration_model.pkl\n", - "shear_tomography_catalog data/example/outputs_metadetect/shear_tomography_catalog.hdf5\n", + "shear_tomography_classifier data/example/outputs_metadetect/shear_tomography_classifier.pkl\n", "source_direct_calibration_model data/example/outputs_metadetect/source_direct_calibration_model.pkl\n", "lens_photoz_pdfs data/example/outputs_metadetect/lens_photoz_pdfs.hdf5\n", + "shear_tomography_catalog data/example/outputs_metadetect/shear_tomography_catalog.hdf5\n", + "lens_tomography_catalog_unweighted data/example/outputs_metadetect/lens_tomography_catalog_unweighted.hdf5\n", "binned_shear_catalog data/example/outputs_metadetect/binned_shear_catalog.hdf5\n", "source_noise_maps data/example/outputs_metadetect/source_noise_maps.hdf5\n", "shear_catalog_quantiles data/example/outputs_metadetect/shear_catalog_quantiles.hdf5\n", "star_shear_test data/example/outputs_metadetect/star_shear_test.png\n", "star_star_test data/example/outputs_metadetect/star_star_test.png\n", "star_shear_stats data/example/outputs_metadetect/star_shear_stats.hdf5\n", - "lens_tomography_catalog_unweighted data/example/outputs_metadetect/lens_tomography_catalog_unweighted.hdf5\n", + "binned_lens_catalog_unweighted data/example/outputs_metadetect/binned_lens_catalog_unweighted.hdf5\n", "shear_photoz_stack data/example/outputs_metadetect/shear_photoz_stack.hdf5\n", "source_photoz_realizations data/example/outputs_metadetect/source_photoz_realizations.hdf5\n", "source_maps data/example/outputs_metadetect/source_maps.hdf5\n", @@ -728,16 +400,15 @@ "g_psf_g_out data/example/outputs_metadetect/g_psf_g_out.txt\n", "g_snr_out data/example/outputs_metadetect/g_snr_out.txt\n", "g_T_out data/example/outputs_metadetect/g_T_out.txt\n", - "binned_lens_catalog_unweighted data/example/outputs_metadetect/binned_lens_catalog_unweighted.hdf5\n", - "nz_source data/example/outputs_metadetect/nz_source.png\n", - "source_photoz_realizations_plot data/example/outputs_metadetect/source_photoz_realizations_plot.png\n", - "aux_source_maps data/example/outputs_metadetect/aux_source_maps.hdf5\n", - "convergence_maps data/example/outputs_metadetect/convergence_maps.hdf5\n", "lss_weight_summary data/example/outputs_metadetect/lss_weight_summary\n", + "weighted_density_correlation data/example/outputs_metadetect/weighted_density_correlation.hdf5\n", "lss_weight_maps data/example/outputs_metadetect/lss_weight_maps.hdf5\n", "binned_lens_catalog data/example/outputs_metadetect/binned_lens_catalog.hdf5\n", "lens_tomography_catalog data/example/outputs_metadetect/lens_tomography_catalog.hdf5\n", - "convergence_map data/example/outputs_metadetect/convergence_map.png\n", + "nz_source data/example/outputs_metadetect/nz_source.png\n", + "source_photoz_realizations_plot data/example/outputs_metadetect/source_photoz_realizations_plot.png\n", + "aux_source_maps data/example/outputs_metadetect/aux_source_maps.hdf5\n", + "convergence_maps data/example/outputs_metadetect/convergence_maps.hdf5\n", "lens_photoz_stack data/example/outputs_metadetect/lens_photoz_stack.hdf5\n", "lens_photoz_realizations data/example/outputs_metadetect/lens_photoz_realizations.hdf5\n", "lens_maps data/example/outputs_metadetect/lens_maps.hdf5\n", @@ -746,6 +417,7 @@ "tracer_metadata_yml data/example/outputs_metadetect/tracer_metadata_yml.yml\n", "lens_snr_hist data/example/outputs_metadetect/lens_snr_hist.png\n", "lens_mag_hist data/example/outputs_metadetect/lens_mag_hist.png\n", + "convergence_map data/example/outputs_metadetect/convergence_map.png\n", "random_cats data/example/outputs_metadetect/random_cats.hdf5\n", "binned_random_catalog data/example/outputs_metadetect/binned_random_catalog.hdf5\n", "binned_random_catalog_sub data/example/outputs_metadetect/binned_random_catalog_sub.hdf5\n", @@ -757,6 +429,7 @@ "jk data/example/outputs_metadetect/jk.png\n", "star_density_test data/example/outputs_metadetect/star_density_test.png\n", "star_density_stats data/example/outputs_metadetect/star_density_stats.hdf5\n", + "twopoint_data_fourier_cat data/example/outputs_metadetect/twopoint_data_fourier_cat.sacc\n", "depth_map data/example/outputs_metadetect/depth_map.png\n", "lens_map data/example/outputs_metadetect/lens_map.png\n", "shear_map data/example/outputs_metadetect/shear_map.png\n", @@ -781,6 +454,8 @@ "rowe0 data/example/outputs_metadetect/rowe0.png\n", "rowe_stats data/example/outputs_metadetect/rowe_stats.hdf5\n", "aperture_mass_data data/example/outputs_metadetect/aperture_mass_data.sacc\n", + "twopoint_data_SCIA data/example/outputs_metadetect/twopoint_data_SCIA.sacc\n", + "twopoint_gamma_x_SCIA data/example/outputs_metadetect/twopoint_gamma_x_SCIA.sacc\n", "twopoint_data_real data/example/outputs_metadetect/twopoint_data_real.sacc\n", "tau0 data/example/outputs_metadetect/tau0.png\n", "tau2 data/example/outputs_metadetect/tau2.png\n", @@ -835,7 +510,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 34, "id": "7b71e463", "metadata": {}, "outputs": [ @@ -898,7 +573,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 35, "id": "80cf0b0e", "metadata": {}, "outputs": [ @@ -942,23 +617,23 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 36, "id": "5d797fbb", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 33, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -1016,7 +691,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 37, "id": "2ffc3f7d", "metadata": {}, "outputs": [ @@ -1053,7 +728,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 38, "id": "c4726483", "metadata": {}, "outputs": [ @@ -1063,7 +738,7 @@ "(82200,)" ] }, - "execution_count": 11, + "execution_count": 38, "metadata": {}, "output_type": "execute_result" } @@ -1082,13 +757,13 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 39, "id": "9fd98af3", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1115,13 +790,13 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 40, "id": "c21866f4", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1151,7 +826,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 41, "id": "794ff4f1", "metadata": {}, "outputs": [ @@ -1161,13 +836,13 @@ "Text(0.5, 1.0, 'Probability Density Funcation vs Redshift')" ] }, - "execution_count": 14, + "execution_count": 41, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -1177,7 +852,7 @@ } ], "source": [ - "for i in range(10000,12000,50):\n", + "for i in range(10000, 12000, 20):\n", " # Normalize to peak 1 to avoid very spiky PDFs dominating\n", " plt.plot(z, pdfs[i] / pdfs[i].max())\n", "plt.xlabel('Bins of Redshift')\n", @@ -1205,7 +880,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 42, "id": "d9cf75a6", "metadata": { "scrolled": true @@ -1217,7 +892,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 43, "id": "5b59d23b", "metadata": {}, "outputs": [ @@ -1231,16 +906,16 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 16, + "execution_count": 43, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -1270,23 +945,23 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 44, "id": "1a0c2e67", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 17, + "execution_count": 44, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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/NtMv2feJrDU1NbFo0SLmz5/P7373u6L3WiwiLARBGDTMseleKzc1x7inJWIxpNA0reiUhFfQNA2fz0csptYjsm/fPhYtWsTcuXO599573zfVogIRFoIgDBpujE1XgUQsBLdJJBK0tLQA0NHRwR133EFvby+XXHKJssdoampi4cKFTJw4kV/84hdWxQlAfX29ssc5FBEWgiAMGm6MTVdBXlhIxEJwh5UrV1oeiaqqKmbMmMGDDz7IwoULlT3Gk08+ydatW9m6dSsTJkzo93+67p5oFmEhCMKgYVWFeMxjkZ8VIhELQT3Lly9n+fLlx7zP5MmT+735L1y48DAxMGfOnGMKhCuuuIIrrrjCyVZt4a1XsyAIJYXVxyLgtYiFVIUIgl1EWAiCMGikPRqxEI+FINjHW69mQRBKCs+OTbdmhUjEQhCKRYSFIAiDhvnG7b2W3pIKEQS7eOvVLAhCyZDN6pjeSCk3FYThg7dezYIglAypgm6BnkuFWFUhErEQhGIRYSEIwqBQGA2Qlt6CMHzw1qtZEISSodAYKQ2yBGH4IMJCEIRBoTAa4Pd5S1iYs0JEWAhC8YiwEARhUEgXDCAzpzR6BTNikZZUiDBI7Ny5E03TWL9+/WBvpWhEWAiCMCiYI9O91hwL8qmZdFZ3daaCUJpcccUVaJpmfdXV1bFkyRI2bNhg3aexsZHm5mZmzpzp6LEuvfRSJk6cSFlZGQ0NDSxdupSmpianv8Ix8d4rWhCEksCrI9Ohf/mrGDgFN1iyZAnNzc00NzezatUqAoEAF198sfX/fr+f+vp6AgFnI70WLVrEH//4RzZv3sxDDz3Etm3b+NSnPuV0+8dEhIUgCIOCmWYIeqyHBfQXO1JyKrhBOBymvr6e+vp65syZw/XXX8+ePXus0eaHpkKeffZZNE1j1apVzJs3j/LychYsWMDmzZuP+Tjf+ta3OOuss5g0aRILFixg2bJlvPLKK6RSKdd+N5luKgjCoJDyaDtv6C92JGIxdNB1HT0WG/DH1SIRRz6h3t5eVqxYwbRp06irqzvmfW+88UZuu+02Ro8ezVVXXcWVV17JSy+9dFyP097ezooVK1iwYAHBYND2ft8PERaCIAwKlrDwoMciUFClIpUhQwc9FmPzGXMH/HGnv7EWrby8qGMee+wxKisrAejr66OhoYHHHnsM3/u8Hm655RbOO+88AJYtW8ZFF11EPB6nrKzsqMdcf/313HHHHUSjUc466ywee+yxovZaLN57RQuCUBKkc/28QwHvXYY0TbPEhVSGCG6waNEi1q9fz/r163n11VdZvHgxF1xwAbt27TrmcbNnz7b+3dDQAMCBAweOecx3vvMd1q1bx5NPPonf7+fyyy931ZQsEQtBEAaFfMTCe6kQMNIh6WxGIhZDCC0SYfobawflcYuloqKCadOmWT/PnTuXmpoa7r77bm6++eajHleYwjDTL9n38QGNGjWKUaNGcdJJJ3HyySfT2NjIK6+8wvz584ve9/EgwkIQhEHBjAR4bQCZScCvQUpSIUMJTdOKTkl4BU3T8Pl8xFz2iJiRikQi4dpjiLAQBGFQMN+wvVhuCgVNsrKSChHUk0gkaGlpAaCjo4M77riD3t5eLrnkEmWP8dprr/Haa69x9tlnM2LECLZv384PfvADpk6d6lq0AkRYCIIwSKQ8XG4KecEjEQvBDVauXGl5JKqqqpgxYwYPPvggCxcuVPYYkUiEhx9+mB/+8IeWQXTJkiXcf//9hMNhZY9zKCIsBEEYFMz+EF71WJjVKlJuKqhm+fLlLF++/Jj3mTx5cj+D5cKFCw8zXM6ZM+eYJsxZs2bx9NNPO9qrHbz5UUEQhGGPlxtkQUFbb4lYCEJRePMVLQjCsCfp4QZZUDg6XSIWglAMIiwEQRgUvB6xCFjCQiIWglAM3nxFC4Iw7El7eAgZFE44FWEhCMUgwkIQhEEhmfZuS2+QVIgg2MWbr2hBEIY9Zn8Ir3oszGoVSYV4GzdbU5ciKs6nCAtBEAYFs9oi5FGPhdUgSyIWnsRsbR2NRgd5J8ML83w6mX4qfSwEQRgUUhlvRyykQZa38fv91NbWWgO4ysvLHY0uL3V0XScajXLgwAFqa2vx+/221xJhIQjCoODlselQWBUiEQuvUl9fD7z/dE/h+KmtrbXOq11EWAiCMCiYHgupCilN+l55hYO//BV6Mln0sdUXXkDdF7+Ipmk0NDQwZswYUqmUC7ssLYLBoKNIhYkIC0EQBoX8EDJvRiykKsRdOu5/gNi6dbaOTe7cSd0Xv2j97Pf7lbwhCmoQYSEIwqDg+bHpPmmQ5SZ6bmz3iKVLqTzn7OM6JtPZSdN3rydrI8ohDBwiLARBGBSsiIVHh5CFAjIrxE30dBqAslNOofLcc4/rmHR7u/GPVApd18Ws6VG8+VFBEIRhjzU2PeDNy5AZsUhKKsQV9JwnQgsc/+dbrbAEUjwVnsWbr2hBEIY9nh+bLtNNXUVP54RFEf0SCu+ri7DwLCIsBEEYFLw+hMxs3GVWrwhqsSIWQXsRCxEW3sWbr2hBEIY9Xh+bbu7LnGkiKCZleCyKilj4/ZBLUYmw8C4iLARBGBTSHi83NT0W0sfCHex4LCAvRERYeBdvvqIFQRj2eL1BViggs0LcxKwKKSZiUXh/ERbeRYSFIAiDgudbeudMpUkxb7qCJQwkYjHs8OYrWhCEYY9VburRiEVAppu6Sj5iESrqOBEW3keEhSAIg4LXPRYhmRXiKnaqQoz7i7DwOt58RQuCMOxJeb2ld25fybRELNxAPBbDF2++ogVBGPaYkQCvtvQ2PRYSsXCHfMRChMVwQ4SFIAiDgtcjFlIV4jJSbjps8eYrWhCEYU9+bLpXIxbmrBCJWKhG13WJWAxjRFgIgjAoeL2lt8wKcZFMxvqn7YiFjE73LEW9ou+66y5mz55NdXU11dXVzJ8/nyeeeMKtvQmCMIyxhpB5NGIhs0LcozDaUHTEIiQRC69TlLCYMGECP/nJT1izZg1r1qzhwx/+MB/72Md455133NqfIAjDFHMGh2cbZMmsENcwK0IAKFJYYEUsRFh4laJiUJdcckm/n2+55RbuuusuXnnlFU499VSlGxMEYXhjRgJCXk2F+CRi4Rb9IhZi3hx2FPcXLSCTyfDggw/S19fH/Pnzj3q/RCJBIpGwfu7u7rb7kIIgDCPSVlWIR1MhAfFYuIWem2yK349WZMRKhIX3KfqjwltvvUVlZSXhcJirrrqKRx55hFNOOeWo97/11lupqamxvhobGx1tWBCEoY+u694fm557w0tJualy7FaEFB4jwsK7FC0spk+fzvr163nllVf46le/yuc//3k2btx41PvfcMMNdHV1WV979uxxtGFBEIY+mYL0QtDjHouURCzUk7bXwwJEWAwFiv6rhkIhpk2bBsC8efN4/fXX+eUvf8lvf/vbI94/HA4TDoed7VIQhGFFoW8hGPCmsJCqEPeQiMXwxvErWtf1fh4KQRCE96MwChDwakvvnLBISVWIcqw5IbYiFsY0VBEW3qWov+r3vvc9LrjgAhobG+np6eH+++/n2WefZeXKlW7tTxCEYUihb8GzDbJygicls0KUIxGL4U1RwmL//v0sXbqU5uZmampqmD17NitXruSjH/2oW/sTBGEYYlZaaBr4PRqxkFkh7mH1sShyZDqIsBgKFPVXveeee9zahyAIJUQq6+123lA43VRH13U0zZsCaChiNrdyFrGQlt5exbuvakEQhi1mxMKrI9Oh/9RVKTlVS95jIamQ4YgIC0EQBpyU1cPCu5egUD9hIT4LlZjRBvFYDE+8+6oWBGHYkvL4ZFPo37hLfBZqcVYVIsLC69hu6S0IgmCX/Mh0D6dCCtI0UhmimJwo2B1v5v7XflLUoZP2bWYO8N6Bd3jszd9w+SmXUx4sV79HwTYiLARBGHBSHh+ZDqBpGkG/RiqjSypEMbF4LwBNsf2seHdFUccuPJhlDtDcuZf/WP8f1FfU8/FpH1e+R8E+IiwEQRhwzKZTrrfzTsXhvz8JrZttHf5yIMVvuIh0ZpHijZU28ZywyAQ0vjzry0UdW9/1HrCKal85kKA93q5+g4IjRFgIgjDgpAeq3LRpHex60fbhozX4nP9piVgoJpWIG/8I+PnGGd8o6tjuAyvZxypqfRVAgt5kr/oNCo4QYSEIwoCTGqjJpp27je8TPgCX/Kr4Y//wWUZrXTSLeVMpqWQMAD3gL/pY07wZyBjPnWg6qm5jghJEWAiCMOCY5k3Xy01NYTFqOow9pbhjqxuMb1qUPYkoUKV2byVMOhk33nwcCQvjOSQRC+/h3VovQRCGLamBapDVlRMWtROLP7aslqT52avvoLo9CaSTRipEd1Bu6s8YP0vEwnuIsBAEYcAZsJbenQ6EhabRodUa/+w7oG5PAumkMRHbVh+LkDHd1J8TpxKx8B4iLARBGHDSA+2xqG20dXiHNgIQYaEaM2LhZAiZL22I0750n7J9CWoQYSEIwoCTHojOm9ksdO01/m0nYgF0+WsB8EclFaKSrNnS20EqxJcxciHRlKRCvIYIC0EQBpykGbFw02PRux8ySdD8UDXO1hJdvpGACAvVZHKpEF8wVPSxprDQcr1QelOSCvEaIiwEQRhwrOmmARcvQWYapHo8+O0VwHUHjFRIINaqalcCBRELB0PItJQxb6QvJakQryHCQhCEAcdqkOVmxKJrj/HdZhoEoNtvRCxCMYlYqCSbNISFk4gF6byw0HXpM+IlRFgIgjDgpAaij0XnLuO7A2HRFzSERTAuEQuVZHOiwO9EWOQiFlk9SzwTV7Y3wTkiLARBGHCsPhZuVoU4rAgB6M2lQsIiLJSi51IhvlC46GMtYZHN4st1Wpd0iLcQYSEIwoBjeSxcjVg4T4X0BesAKEu0qdiRkENPKYhYADW+CkCEhdcQYSEIwoBjNsgKuDnd1ElzrByxkCEsgpk+SEpZoyr0VAqAQKis6GMLhUWVLwJIZYjXEGEhCMKAY41NdysVout582aN/VRIOlhJXM+9kUmTLHVkchGLUPERCwojFlo5IL0svIYIC0EQBhyzKsS1zpt9ByEdB81nlJvaJBjw00qN8UOvVIYoI5cKsRWx0DRLXFgRC2nr7SlEWAiCMOCk3PZYmGmQqnEQsPGpOEfQr3FQrzV+6N3vfF+CQdrommlHWEA+HVKpGcJC2np7CxEWgiAMOK639LZKTe2nQcDwgLTquYiFpEKUoeWERTAUsXe8KSwwhElfUoSFlxBhIQjCgJNyu6W3gooQMITPQVNY9IqwUIWWm/MRDDuNWBjlqhKx8BYiLARBGHCsqhC3UyGOhYXGQURYqMaXM++GwuW2jjeFRQU5YSHlpp5ChIUgCAOO2cci5JZ50xQWDipCwDCXWqkQ8VgowxwgFnTosRBh4U1EWAiCMOC43tJbwZwQMFMhtcYPfVIVogqfKSzLKmwdbwqLCMZ3ERbeQoSFIAgDjqseC11XmArx0apXGz9IxEIZvpywDIWcpULKMSp+RFh4CxEWgiAMOOls7hOrG2PTo21gNkyqmeBoqYBP4yC1xg/Sx0IJWT2LPycswmXOhEVEl4iFFxFhIQjCgGOlQtxo6W31sGiAQPFDrgoxIhY5j0WqDxLSiMkpiUyCgFEUQjjsLBVSpgcAaentNURYCIIw4JjmTVc6bypKg4BRFdJHGQktZzKUXhaOSaQTBHJTSVUJC2np7S1EWAiCMOCkrAZZLgoLhxUhYJpLNbr9xvh0SYc4J56J489FLPw2xqZDobDwAxKx8BoiLARBGHBcbemtqCIE8vvr9JnCQgycTomn41YqpHBSaTGYx4VywkI8Ft5ChIUgCANO2s2x6YpTIQCdvlrjBkmFOCaWiuI3/vxowYCtNUxhEc4az5++VB+6rivZn+Ace39VQRAEB6Qzh4xN3/8OrLwBVEypPLDJ+O5wTgjkhY8lLKT7pmMS8T7MBIjjiEXWBz6j0iSeiRMJ2Js9IqhFhIUgCAPOYQ2y3rwfdjyn7gF8QRhzquNlTOHTZpWcirBwSjxZICwCziIWgQxoPg0dnb5UnwgLjyDCQhCEASd1aMTCnE4581Mw69POH2DkFKhucLyM6bFo12qNG0RYOCYZy1dwOI1YkE5TUV5Bb6qXvlQfoyKjVGxRcIgIC0EQBhzTY2GZN9Nx4/vYU2H6kkHa1eGY5bCtVltvERZOiReOOPf7ba1hCgs9maI8WG4JC8EbiHlTEIQB57CW3qawCNgbSuUWpvA5iNnWW4SFU1JxI2KRCWhomr1yY0tYpJJUBisBqQzxEiIsBEEYcA4rN03lhEXQa8LCeOOzBpH1HjBmkQi2SSYMYZF1UGqshfIRi4qg0WRLhIV3EGEhCMKAk84cmgqJGd89Zr4zq0IOZnNtvdMxNZUrJUwyYfytHQkLK2JhpEJAmmR5CREWgiAMKLqu5/tYmObNdML47nC2h2pM4dOdDUHICLlLOsQZyaQhLHQHA+gKhYWZCpG23t5BhIUgCAOKKSoAgmaDrFQuYhH0VsTCTIWkM1moGG3cKMLCEemEkfbSA/aMm9BfWJipEIlYeAcRFoIgDCimvwIKIxbeNG+afTbSGR0qxxo3SltvR6SSRmRBt1kRAkcWFuKx8A5SbioIwoBiNseCI5SbejRikcxkoTIXsdi3FqrHF79YZASMmqZwd0OTdDKX9rLZzts4VoSFlxFhIQjCgJIuiFhYDbLMqhCPeizS2YKIxcu/Mr7s8I9/gBkXKtrd0CSdNP/WErEYroiwEARhQDEjFn5fQR8Dz1aFGPvLZHWyMz+Db9dqe1Uh0XZI9sD+t0VYmBGLgL2umyDCwuuIsBAEYUA5rDkWeLePRUHlQmr8PMJfe9neQk/9AF76JcQ61WxsCJPJCQu7k02NYw+vChFh4R3EvCkIwoBiVoWETH+FrnvWvBksGOuezjhojFVWa3yPdzraz3AgmzKFhZqIhdnHQoSFdxBhIQjCgGJ6LKyKkEwSyL1pe0xYWHukfzVL0URqje8SsSCTTAKgKUqFSMTCe4iwEARhQElawuKQHhbguaqQwnRNylHEIte5UyIWZFOGsPCFnAiLECAeC68iwkIQhAHFauftO6TrJhr4Q4OzqaOgaVq+SVbWQcTCTIVIxIKMKSwC9v/W0iDL24iwEARhQDHfoC1jpFURUgY2p126iTkvJJV2ELEwUyESsUBPpQDwhdQKi2gqii4D4jyBCAtBEAYUM6VgpRk8WhFiYkYsUhKxUIKeNoSFP6hWWGT0DPFM3PkGBcdIuakgCMeNruv8atVWdrbZz2cf6DEu/od13fRYDwuTYGFbb7tERhjfU32QSYHfvr9gqGNGLPwh+83QrLHpqRSRQAQNDR2dvlQfEY8+j0oJERaCIBw3b+/r5t/+/p6Steoqc59Y097sumliVoY4qgoxzZsA8S6oGOVwV0OTrJ6FdAZwKCwKIhY+zUd5sJy+VB99qT5GRUrz3HoJERaCIBw33XHj0+boqjBfOWeK7XV8Po3Fp+RaZHt0sqmJGbFwJCx8fghXQ6LbSIeUqLBIZBIEzFRYyH7qq1BYAFQEKyxhIQw+IiwEQThu4inj0+a4mjK+fK59YdEPsyrEYz0sTPrNC3FCWa0hLErYwJlIJ/Dn9FkgqCZiAUjJqccQ86YgCMdNPGW8K4SD9gdIHUZhVYgHMU2mqbSDiAVAJJcOKWEDZzwTJ2BoU3wKUiGkUui6Lk2yPIYIC0EQjhszYlGmUlh4vioklwpREbGAko5YxNNx/DlhoQWczwoBQNp6ew4RFoIgHDfxnPGuLKDw0uHRyaYmVoMsJx4LyBs4Yx0OdzR0KYxYqJgVAtLW24uIsBAE4bgxUyFKIxaWx8KrVSEKzJsgTbIwIhaB3Gl0NN20oLmWtPX2HiIsBEE4bvKpEIWXDs9XhZjlpqpSIV3O1hnCKItY+P2Q64gqbb29hwgLQRCOG1c8Fh4dmW6SrwpRFLEoYfNmYVWIE48FHL2ttzD4iLAQBOG4cVVYeDZioWBWCIh5E4hlYlbEAgcRC5BBZF5GhIUgCMeN5bFQad5Mebzzpk/BrBDIt/WWiAXgTsRCPBbeoKi/7K233srDDz/Mpk2biEQiLFiwgJ/+9KdMnz7drf0Jgit0PfoosbffLvo4X7iM6osvpmz6SS7syvuYEQt3+lh4O2LhaFYISMSCnHnT8ljYH0JmHF8gLEIiLLxEUcLiueee4+qrr+YDH/gA6XSaG2+8kcWLF7Nx40YqKirc2qMgKCXd1kbTd6+3fXzb3XdT9dHzGfXVr1J2yikKd+Z94mkXq0I828dCwawQKPBYlLZ5s8yqClGYCqkQYeElihIWK1eu7Pfzvffey5gxY1i7di3nnnuu0o0JgltkuroBo2Rt5Be+UNSxye3b6fn73+l5yviqXLSI6guWGLMgHFJ26imETzjB8Tpu4mpViEfNm/lyU4lYOCWejlOZO4+SChm+OPrLdnUZynvkyJFHvU8ikSCRSFg/d3d3O3lIQXCMnkoC4KuqYsy3vln08YmtW2n9zW/pfvxxep95ht5nnlGyL19NDSe9+ILjT3JuYgmLQClVhShukJXohmxGiRgdahhDyIx/m6PP7VIoLKRBlrewLSx0Xee6667j7LPPZubMmUe936233spNN91k92EEQTl60hAWWthejjc8bRrjf/FzRn3ta7QvX05y927He4q+8grZri4yvb0ERoxwvJ5bJFxpkDVEqkJUpULA6GVRfvQPZMOVWDqWb5ClMGJhtvSWqhBvYPsve80117BhwwZefPHFY97vhhtu4LrrrrN+7u7uprGx0e7DCoJj9FwEzefQPBaecgINP1YjmjfNmo2eSqHHYuBhYWG19FaaCvF6VYiiWSH+IAQrINVnpENKUFgkMon8rBCFHgszYhFNRdF1HU3THK0tOMOWsPj617/Oo48+yvPPP8+ECROOed9wOEw47M0LhlCaWBGLkDNhoRKtvBy9q4tsPD7YWzkm7vSx8HpViKJUCBhRi1RfyZac9qsKURWxSOY9Fhk9QyKToMyjabVSoaiPHbquc8011/Dwww/z9NNPc4LHjWaCcCSyVirEO4LXFzHeVLPR2CDv5NjkZ4W4ELHwbFWIIvMmlLyBM56J5/tYOI1YhPIRi0gggoYhACUdMvgUJRmvvvpq7rvvPv7yl79QVVVFS0sLADU1NUQi3vy0IQiHoie8F7EwhYUe83ZLYquPhVLzpjmEzJvXkICqclMo+bbehRELAg5NygWpEJ/mozxYTl+qz2jr7c2nUslQ1MeOu+66i66uLhYuXEhDQ4P19cADD7i1P0FQjidTIRHj03o25vWIhZupEO9EkApRZt6Eko9YJDKJgumm6jwWABUBaevtFYqKWOi6glCgIAwyTqtC3MAXMVzt2ZjHPRZpN1Mh3vyYmfdYKLj+ScSioPOmuqoQwOi+GZOSUy8gs0KEkkNP5qpCPBSxsDwWHk6FZLM6yZywiJTQdFNlVSFQ8hELpR6Lo0QsRFgMPiIshJIjnwrxTug977Hwbiokkc6nApSlQrIZyBpvDF4VFlZL77SKVEiuSVa8NNt6u1IVUhixQISFFxBhIZQcWS97LDxcFWL6K0ChsEgV/L4erwpJO51uCpIKScdc6GNhvJ4lYuEdnElGQRiCeLMqxPRYeFhY5JpjBf0afp+iBkTpfLt/r0YslM0KgZJPhSRTcevTrPOIhfH6NSMWlSGjSdZftv2Fd9vfPa41fPi4dNqlnDb6NEd7EfojwkIoObxp3sylQuIeFhZmDwulpaa539cX9OzsDGXTTaHkIxbpZF5IqvZYjI6MBmDDwQ1sOLjhuNfZ1LGJFReucLQXoT8iLISSwxQWnjJvlnu/QVYsmethodK46fGKEChIhUjEwhFZPUumQFigWFhcceoVjCwbSSx9fK+h5r5mHtryEF2J0vS7uIkIC6HkMKtCvJQK0crMqhDvCgtX5oR4vCIEIJBL+6TEY+GIwh4WoN68WVtWy+WnXn7cx7/b9i4PbXnIaKglKEXMm0LJkfVwVYinhYUrzbG83c4b3GqQ1QUqhMoQIpHOj0zH70fzOXv7OVRYFIs5EfV4IxzC8SMRC6Hk8KR5s3wIlJu6MifE7LrpfWHR3BnnJ09ssr2O3wcfnzWKEwHQIdHdf5T6MEdlD4t+a9gUFpFcC/loWiaiqkaEhVByeLGl95CKWCg1b3o/FVITMd7A2vqS/Oa5bY7WWre7k/sCEcO0Gu8qLWGhsIcFKIhYBHKVWHpWJqIqRoSFUHJ4sSpkaHks3EiFeNe8OXN8NT/+2KnsbrOfi2/uivPXt5pp7U0YTbJ6YzkD5yRl+/Q6bkUs7AqLSMHQu1g6JsJCISIshJJDT3iwpXe591t6uzoy3aMDyAA0TePy+ZMdrbF+Tyd/fauZvkQGqmqht6XkDJyuRSyS9oSF3+cn7A+TyCSIpqOMYITjPQkGYt4USg4vp0J0Dw8hs0amuzLZ1LsRCxVUhIxz1pdMl2zJaTxTOIBMQcQi5CxiAfmoRSzl3UjhUESEhVByZFNmKsQ7n5K1IeGxcKNBVq6vgYerQlRQETY+ofcl0iVbcppIF5SbOpxsCoURi6TtNUyfRTTt3UjhUESEhVByWFUhQe9FLLwtLFzoYzEEqkJUUBEy3khTGZ1M2BxE1jl4GxoEYpkY/lyTMS94LKAgYiElp0oRYSGUHN5OhcTQPdrfwFXz5jAXFuXh/DlLh6qNf5RixMLyWHhDWJi9LKRJllpEWAglh9XS20NVIaawgLy51Gu40sdiCFSFqCDo9xEKGOctEcgJixKLWMTT3qoKAYlYuIUIC6HkMN+4vRSx0AqEhVfTIa70sUiVRsQC8gbOeKDKuCFeWjMq+pk3PdDHAsRj4RYiLISSI9/HwkPmTZ/P2o9XB5G509K7NDwWAOU5n0XMlxMWJZYKiafjlnlTIhbDGxEWQsmRzV2IvBSxgEKfhTc/PVlVISGpCrFDpVkZYgqLEkuFJDIJ70UsxGPhCiIshJLDi6kQAM1skhX3Zi8Ly7wZcKMqZHh7LCBv4OzRKowbSixiEUvHxGNRIoiwEEoKPZOBjPEG6TVh4YvkZheUVCrE+503VWGWnFrCooQjFkr7WCgQFuKxUIsIC6GkKGym46WW3gC+MiMd4NW23vmW3irNmzkRNcyrQgAqchGLTr0gYqHrg7ehASaejuNX2XlTYSpEIhZqEWEhlBSFpZzei1h4e3S6Kw2yTI9FCZg3zYhFV9Z4M0PPQLJ3EHc0sMQzBeZNBX0sUBmxEI+FUmQImVBSZM2Ihc8HCgxkKrE8Fh6dF5JIuxCxKKWqkFzEoisdBH8IMkn4wz8Z/3aC5oN5X4AZFynYpXvE03HKXYhYkM2iZzJo/uKfl1Ju6g7eurIKgssUdt3UNG2Qd9Mfy2Ph0VRILOliH4sSqAqx5oUkMzByChzcBDtfULN4+zbPCwv1VSF5QaanUraERSQo5k03EGEhlBRebOdtYnosPJsKSbuRCjHNmyXgscilQqLJNFz2J9j1kvNFM0l49OvQvh1iHRDx7uhvo/OmwlkhofwaeioFZcWLUytiIakQpYiwEEqKfHMs7wkLKxVSilUhJRCxKDdHpycyUNsItf+oZuHnfwGdu6D5TZiyUM2aLqC882bBGnZ9FlJu6g5i3hRKCtO86fPQZFMTKxXiwT4Wuq5bVSFhmW5qi8rC0ekqGXe68b1pvdp1FdNvVkhIQcSiwCdlV1hYDbLEY6EUERZCSeHpVIg1Ot17FznTuAmqIxalUxVSbnksVAuLOcb3pnVq11VMYcRClXHaacmpRCzcQYSFUFJkPTgnxMQXyXksPJgKMSebgkLzpq7nq0JKoI9FZa4qJJrMvM89i8SKWHhcWCieFVK4jp60GbHIeSxiKe+95oYy4rEQSgo94d2IhWZFLLx3kTONmz4Ngn5F1TTpgvHwJdB50xxC1qs6FdJwmvG9cxdE26F8pNr1FdGvKmT9f8Fv/mBvofKRcOkdUNuoLGKR1tOkMimCfjWCp9QRYSGUFN5OhZgeCw8KiwLjprIy3XSBl6SUqkISiiMWkREw4gTo2AHN62Hqh9Wur4CsniWRSeQ7b3bvhpY++wtu+iucdZVjYWFGLMDwWdT4a+zvSbAQYSGUFHrKEBY+D1aF+HJVIV5MhbjSztsUFpoPcp8UdV0nnnFmXg34AgR93vvkabb0Vu6xACMd0rHDSId4UFgkMkZ0ykqF+IDzrofGDxa30Oo7YdsqSBmiJC8sksc66qgE/UECvgDpbJpYOkZNWISFCkRYCCWFNdnUg1UhmjUrxIvCws3JpmWgaWT1LEufWMqGgxscLVseKOd3i3/HaaNPU7BJdVQUVIXouq62Qdu40+Gdhz1bGZLIpb2siIVPh1M+DmNPKW6h9/6WExbGc0fJvJBAOd3JbulloRAxbwolhbfNm2bnTQ8LC1cmmxqCqj3e7lhUgBHSfr3ldcfrqMbsY5HV+1fZKMGqDFmvdl1FmFGoUNYQU5pPg7qpxS9kmnxNYZFLacrodG8hEQuhpPC0x8JskOVFj0Xa7GHhRnMs4/duj7cDUBuu5W+f/JutJX+17leseHcFXYkuJVtUiWneBCNqoVSkmQbOrt3Q1wYVderWBl5veZ0fr/6x7X4PmawhTIOmsKgaZc+wGzhEWCiccCq9LNQhwkIoKbxcFWJNN/Wkx8KFdt6p/hGLjngHACPLRloX+2KpKzPeUL0oLPw+jUjQTyyVoS+Roa5S4eJlNVA3Ddq2QvM6mHa+wsXhr9v/ys7unY7XqcoGgAxabYO9BQ6NWCiccCoRC3WIsBBKCk+39C7zcLlpyoUBZIdMNjWFxYgy+/MuTPOdF4UFGAbOWCrjjoGzYY4hLJrUC4u2eBsA/zz7n/nIxI/YXqfsD18kTgJGTLC3gCk40/2FBQ49FiDzQlQiwkIoKUxh4fNixMKsCkkkbI+BdguzQVYk5ELXzWDeYwFGxMIuprDoTHQ62ppbVIQDtPYmjUFkqhl3Orz9J1d8Fu0x429zSt0pnFx3su11diSMN29tRKO9BcyZMhKx8DQiLISSQk/mqkK8KCwi+V4OejyOVlExiLvpjyuTTa2qEOP37kjkIhZh5xGL7mS3s725RL5JluJeFuDqzBAzYuFE9AHoyTigoY2caG8BM2KRiy543WPRFmtj1e5VpLLH3t+02mmc2XCm8scfLERYCCWFVRUS8l5ViFYw9jkbi+HzkrBwJRVieiyMv4WKVEhtuBbwcMQiF/GJqu6+CdAwG9Cgey/0HoDKMcqWNqNJdREHptB4F3oqDQTRRk22t4Y5Uybnz1FVbgrupEJuX3s7j2579H3v96mTPiXCQhCGKl6uCtE0DS0SQY/FPOezyE82da8qRInHIpT3WCjvFaEAq5eF6nkhAOEqGHUitL4HGx4wPBfFUlYN9bOh4LxFU1ErTWCaY23RugX0XFVIRa29NYaYeXNvz14AzhhzBmPLxx71fjPrZip/7MFEhIVQUni5KgSMdEgmFiPrscqQAakKSeSrQuxipkJS2RSxdMx2dYlbWN033YhYgJEOaX0Pnvy+/TU+eQ/M+pT1o5kGiQQizs7nwc3oZoMsu9NNj2Le9GoqxDQRf23O14ZVROL9EGEhlBRergqBnLAAdI/1snCnpbf6qpBIIELQFySVTdGV6PKcsDA9Fq5UhQB84MuGsLAzrTPeDT1NRrSjQFioMNUC0PoeuhmxsDvddIiZN02xbKboSgURFkJJYbb09mJVCBQ0yfJYKiTmisfiyFUhTsybmqZRE66hNdZKV7KLBmz2S3CJyrBLg8hMGj8AX3nW3rEHNsGdZ8L2ZyHRY6RWMAyI4DANAoawMGeFOI1YHGretDk2HdzzWOi6bkUsSk1YSEtvoaQwhxV5NRVi9bLwWCok4UoqJB+xyOpZ6yLsJGIB3jZwmm29lY9OV8Ho6TByKmSSsOUp62ZlEYuDm9GzDiMWLpg33YpY9KR6yORyP7VltUrX9joiLISSwstVIZAvOc3GvNWsJ19u6o55szvRbV2EnUQsAKpD1YA3m2SZ5k1X+lg4RdPg5IuNf2/6q3WzFbFwUhGSTkDHDitiQcBuKqTAY6HraCHveiy64sbzLxKIEPZ783rjFiIshJJiKJg3wehj4SXyHguFl4yCctP2hPGpuCpYRdDvbOS5l7tvmuWmrlSFqGBGTlhseRLSxmtFSQ+L9u2gZ51HLIL5Xi+k42ojFnZ8KcegVP0VIMJCKDG8XG4KoJV7MxXiynRTqyokosS4aWJeyL0oLMoLRqd7kvHzoHIsJLph5/OAoh4WBzej6+TLTYN2PRYFwiIVU9vHQnHEwkzFibAQhGGO1dLbq1UhHp0XYgqLsBuzQoJlSoWFl9t6V4RcNm86xeeD6Rca/373MUCRebP1PSiYFG87YuHzgz/32k1FPe2xKGVhIVUhQklhVoV4NWLhWY+FG6mQgj4WVkVI2Qh0XSe2fj2ZruIjDpo/wIT9fUw4qJNqbibT3a1m5orP16/lul3MPhaeNG+anHwxrL0XNj8OF92uxrxZYNwEB1UhYEQtMklIqUmFuOWx6Ix3AqVn3AQRFkKJkfV4VYg1iCzmMY+Fm+bNQBkdBXn8niefYt+119pedjZwOwBP8B5PON2lxaivX8Poq692tIanzZsmk8+FcDX07od9ayyPhaNUSOt7Riokh+2IBeRmy3QZJace9lhIxEIQSgSz3l0Le9OlrUW8mQpJuNIgK18V0tndCRgVIX1PrQYgMHYsgdGji1pST6Xo62ol2tVGRULDn9Xf/6DjpO+FFx0Li3KvmzcBAiE4cTG8/SdS7z5qeVVsRyyyWWjd0i9igZMoUkFbb5Uei2Q2STqbJuBT87ZoCgunVU5DEREWQknh+VRImVdTIW629A73S4XE33oJgLHXf5fqCy8setnXml/jS09+kSnVJ/DIhQ8ab2wO6Hv1VfZe9VWyfX2O1oF8gyzPmjdNZlwEb/+Jjo1/gRHgR6PmrUf6zRA5bhI9kI6ha0YPCi0YdDbDxRQWaTXCIlJgCI2lY1SFquzvrQBTWJien1JChIVQUni9KiSfCvFWxMLd6ab5qpCR/irimzcbjzVrlq1lLfNmsgufgshUYITxiVOFsDBbekeTGbJZHZ/PW0PSLE78KPhDtEebYUQDI9JpfH/9lqMl9epJQI+VvrCN4ohFyBfCr/nJ6BmiqahyYaHCkDzUEGEhlAx6Om19evVqS+98KsRrHgs3UyFlVs3/qH19kErhr60lOGGCrWVNYdGd6FYy4dQcX69CWJjmTTDapJueC88RroJLfkXbO/dBeid1wQqYfpH99TQNvf5C+P3NzvwVUNDWO4YWrAScCQtN04gEIvSmepVWhphiWSIWgjCMMdMg4OGIRcS4aHrJY5HKZMnkvArutPSOWKmQ6u0HjceZOdO2IDAv5Gk9TV+qj8pQpaNtmsIi09fnWKhEgn40DXTdSId4VlgAzPkn2qsq4cXvMbL+dFj8O0fL6ZvfAxxWhEBBW+8YWtCIBjgRFmD4LHpTvUorQ6wW9SXosZA+FkLJYLbzBi8LC+Oi6SWPhZkGAdURC0Po6f6Q9eku/N4e43Fmnmp72cIWyl1J502yTGFBOm2l0uyiaZrVy8LTBs4cStp559DTOeO0slRIFC1ovI4dC4ug2kFkuq5L501BKAWsCYh+v/NPTS5htfT2UOdNs4cFQDigsqW38Tv2aTqpbO5vs2krABGb/gqTmpC6tt6+8vzodTU+i1xliNcNnCgcQAaQe/N3/NqzzJuFfSycCT7VTbKi6SjprPH3LcU+FiIshJJBT3q7IgRAM1MhHpoVUlgR4tSvYJFJQ+7C25ExfteabBmpbduNx5rpTFhUh41BZCq6b2qBAFpZLpJUSpUhoKaHRQ49bfy+6iIWasybkBcWqlIhVgTOH7bWLiVEWAglg9XO28PCwqwK8ZLHIuFmcyygPXcxn9lWDtksgTFjCI4d42h5M/zcneh2tI6Jr9LwaSiJWOQMnNGhkApRMYAsh64sYmGaN9W09IZ8yamqiIUZKSvFNAiIsBBKCK/3sADw5T4Z61EveSxyFSFulJoCHSnjzXr6AeMNp2zmTMfLq54X4qvIRZIUlpz2ebn7Zo72WG4AmZM5ITmURSws82Zcydh0KBhEpshjUcpdN0GEhVBCeL2HBeTLTfVUyroQDzbuNMfKfTL0h+nIGSwnNxm/b2SWc2GhesKpypLToZgKGRlRF7HA7mRTkyNELEiqSYWoilhYxs0S9FeACAuhhDCrQrzazhsOMQp6xGcRd7OddyDfw2LcbuNN26m/AvIeCxVVIQD+cnXCIm/e9HYqRNf1/Mh0FRGLlGKPRYF5M6sqYqHIY1HqqRBvWuMFwQX0xBCIWIRCxujqbJZsNIq/0lkPBhXEzJHpbjXHindQHtepPmAKC/ulpiYqq0JAcZOs0BAYRAZ0J7utyga1HgunwsJMhXjXY2GaN01hkW5tJbFli5K1Q1OnEhzjzIPkNiIshJJB9/hkUzD6HPjKyshGo55p651v532EAGc2Y0yZLJao8UnYHJk+pcVowBWcMMFqoe0EL6dCzKZYvR6PWJhpkKpQFSG/89eMuj4WhZ03c2ulUo6al7npsdBTKbZ/7ONk2tqUrO2rqeHE559T0q7eLYoWFs8//zw///nPWbt2Lc3NzTzyyCN8/OMfd2FrgqCWoVAVAqCVl0M06pnKkLzH4pCIRaIH7lwAXbvtLx405oRMbTZ+LFPgrwA3zJv57ptOqbCqQrwdsbCaYylIg4DCqpBC82ahSEmlwOZrW7XHonBOSLq93RAVmkb4xBMdrZvYsoVsVxeZ1lZ848cr2Kk7FP0X7uvr47TTTuMLX/gCn/zkJ93YkyC4wlCoCgGjSVYG75Sc5ueEHBKx2P+OM1EBcOJH6Yhv44PNRsQiosBfAXlh4cWIhVUV4vGIhdLmWADK+lgcwbyJIVzsvratzpuKPBaFk00zHUZaxF9Xx5RH/+Jo3ffOPodMayuZ7m6Cw0lYXHDBBVxwwQVu7EUQXCU7BKpCoKD7pkeEReJoEYvuJuN741lwuY0LpqZBIEzHQ0uYkhMWKkpNwdvCojI8NDpvqmznDSr7WBxu3ixc3w7KIxbxTsCYE5LZbwiLwIhax+v6q6tzwqLH8Vpu4rrHIpFIkCgY/tTdraZhjSAUiz4EqkIANGteiDeExVFHpve0GN+rx+UNdTZItbUyuhvQNMpOdW7chALzZrKLrJ7FpzkrgMsLC+efaIdKHwvVEQvlVSGpKPj9mFPdnAgL02MRS6lNhdSGa8l07ALAX1PreF1/lTHSPdvj7fdR18tNb731VmpqaqyvxsZGtx9SEI7IUKgKgYIJpx6ZF5IvNz3kctGTi1hUj7O/djrO+D3G7xk4YTL+ygrbaxViRiyyepa+lPMogyUsensdr2WaN73eeVNlO28oiFiEFLb01jQllSGqW3pbwqKslrSZClFgSvZVG2XUma4SFxY33HADXV1d1teePXvcfkhBOCL5iIXXhUWurXfcK8LiaKmQnOOyqt722oXGzfJZs22vcyhlgTLK/EYURYWBU21VyNBIhajsugn5zps4Nm+awsIoWVYhLEyPhYpUSCwdI5ExovS14VoynZ2AGmHhN4WFxyMWrqdCwuEwYY+HnoXSYKhUhaj0WGzY28kP/vKOowqE/d3GRfLQPhaJ7buJbSuH15qg6U+21m7vbeKMrUZEJKLIX2FSE64hHo0b80KqnK1Vii29rYiF6qoQlakQFAmLgDphYforgr4g5YFyejqMn9VELHKpkFL3WAiCV7Cmmwa9LSwsj4WCVMgj6/axfk+n43UApo7OpymSe/ex8//bSzZVC6//GfizrTV9wLTcvyOz1VSEmNSEa9gf3e+5iIXZ0js6VKpCFLTzBpUNsnLCIpuCTFptKkRBH4tCf4WmafmqEBXmzSozYjHMhEVvby9bt261ft6xYwfr169n5MiRTJw4UenmBEElQ6GlNxR4LBRELLpixsX2sjMnctHsBtvrVJcFOXWccVHTs1mab7yRbAqClWnCcxZA0J43Yn9fC++2byIzeRwzZqtLhYDayhC/yummuZbevR5PhSjvY6GsQVbBGPK0mtHpZioknomTyWbw++x3mT10ToglLGprba9p4rciFmqqndyiaGGxZs0aFi1aZP183XXXAfD5z3+e5cuXK9uYIKhmKAwhg4JUiAKPRXfMePOaOb6GBVNHOV4PoGPFfURffRXNn2XieW2EfvKb/hf7Injmnf/i52t+zgWTz7DdNfFomN03vRaxMM2biXSWdCZLwO+9kU2xdMwyMqqrClHcIAv6dd9UEbEAQ1xU+OybiA+dE5LuNMtNFZo3h1sqZOHChei67sZeBMFVhkxVSHnOvKkgFdIdNy621WUOPyXmSO7cyYHbbgNgzJxuQqOrbIsKyH+6G1Hm/KJ7KNUhdYPILGERjaJns2g++2LANG8CRFMZqj0oLMw0SNgfpsJmNOowVDXI0jSjSVYqaggLBaPTy/xlaGjo6ERTUUe/86FzQsS8KQjDGMu86fGqEK0sJywUpEK6c6mQ6ojzl7qeydC07Ab0eJzy06YzYtozUD3Z0ZrmRdgNYWFe2LsTzi/CprAAQ/A5KYsN+X0EfBrprM5zmw8yssL+83Hq6Erqa+z3EDkaZkXIyLKRyiJJetJMhSh42wmUWcICBRELTdOIBCJE01HHBs5DIxYZlebNKjFvCoKnGGqpEBXCoidufEpUEbFov/deYuvX46uoYNyXFqO99AxU2fdtgAttowtQOS9EKyvLT53t63MkLDRNo7IsQGc0xdf/sM7RvirDAV753kcsQ6gqVFeEQL7c1HHEAoyIRaxd6YTT8mA50XTUcS8Ly2MRriUbi1nVXWo8FsZzOuPxRpMiLISSIZscIrNCytWVm5YfaOIHb/yZst33s8vh2PPYG28AMPZ73yMY3m7c6FBYuBmxUGne1DQNX0UF2Z4eJT6Lry2cykNr9zlaY9vBXnoTafZ1xJhe77Ce9hBUV4RAwRu/U48F5Du9FrT1NiMidlHV1rtf181cGoRAAF/OAOyEvHlThIUgeIJ8xMLbVSGaoohFJqtz/rvPML/lHbItoKKnYOXChdR84n/B4982bqh2KCxMj0XY28ICUCosvnLuVL5y7lRHa5x/+3NsPdBLW28Cx406DkF1RQiojljke1koi1goGp1uzQkpG1Hgr6hVklIyzZvZaBQ9nXZuhHUJb+5KEFxgyJg3FXkseuNpZrXtAKD2i1+k/JSTHa2nBYJUnnO2cYFU0HUT8p+MXYlYFMwLUYHKyhAVmN6Mtr7kYf+3u3s3Wzu3Hnb78bKhdYPxGApTVMr6WEDBhNO4MmGhOmJRE67JDyCrVfP8NmeFgNHLQkWliRuIsBBKhnzEQk2FhFtYVSExZ5+cug60ckJOAIy+8gsE6tR9+qTHFBb254Sksil6koYJzU3zpvIJp1FvCItRlYawaD9EWHQnu/nMY59RMiNlVERNiTIo7GMB+ZLTVMxqeKfCYwHO54WYwmJEeATpjt2AGuMmGKW6vvJystGokQ4RYSEIg0u+KsTbqZB8S++4o3W6X1+LH2iuHsPJKkUFQE8z68Ihfvbub0m89/9sLZHNGq28NTQruqASMxXSnexWNOFUXVtvFVgRi95Ev9tf3vcyfak+qoJVTKmdYnv92nAtiycvdrTHQpT1sYCCiEU+FZLt6SbTZV9E1iQChFK64wmn/SebGpEfFcZNE191Ndlo1NO9LERYCCWDnhga5k1VHovUOkNYbB93Eh9WsC+LbIZU735+MG4sO7u3O15u2ohpjjodHo3CCac9yR7rZ7uonHCqgroKQyAfmgp5du+zAHxq+qe4bu51A72to2OOTVcRMTQ9FgXmzQO/uI0Dv7jN9pJfAJb6YGvobZjxWVtrJDIJK5VSW1ZLXOFkUxN/VRXplhZPj04XYSGUDNnUEPFYKBIW2ob1ADRNmuF0S/3pPcAfq8rZGQoyMjyCW8/5CT4HDaNOqTtF4ebyhPwhIoEIsXSMrkSXY2Hh95jHoq7SjFjkhUU6m+aFvS8AcN6E8wZlX0dDbcQib96sPOdselaudJwKAQhkoWLdFrjc3vGmcTOgBagMVtJXYN5Uha/G7L4pwkIQBh2rQc8QSYWQTqMnk7aEULavj9COLQC0TlH7xt3VvoW7ao036atPv4YF4xcoXV8lNeEaS1g4xYxYZLwiLHIRi0KPxZsH36Q72U1NuIbTRp82WFs7Iu5UhcSoufRSqi+8EBx2hH74p1/hlP9+hcBB+8+VQuNm4QAylSZLaxCZCAtBGHysVIgL002f3/s8b+x/w9Ea5cFyLjv5Msoj+RbZ2Xgcvw1hEXvzTbRMhv2RWrSxzio3DuV3m/9Al9/PtKyfT5z4CaVrq6Y2XEtLX4vn5oWowPRYtPblPRbP7XkOgHPGn0PA563Lu9KIRYF5U9WamXrDhxRutf+GXeivAMh0upAKMXtZeHjCqbeeeYLgIm513uxJ9nDtM9eSzjqfVnkgeoDvn/V9o4lQOk02FrPmAxRDdM0aAN6um6JsTgjAru5d3NfyMgDfDk/03JvXoagsOfVVqJtwqoK6I1SFPLfXEBZeS4OAC503wRIWShhjVMBE2u3/fQ+dbJo223krNW/mum92ScRCEAYVXdddmxWyqX0T6Wya2nAtF0+52NYasXSMh7Y8xEPvPcTSU5biKysj29tLNmqv9C26Zi0Ab4+awlQFc0JM/m3tv5Emy4eiMT408SRl67pFddgQZQejBx2VX5YHygsiFipajTmnLhex6IymSGWytPTtY3vXdgJawJPpqXznTZXmTXXCwt8wFoBId4JsMonPxgeQrvghc0IUDiAzMXtZeHkQmQgLoTRIpawcrOqIxca2jQDMHTuX6z94ve119kf38+K+F/n1ul/zz5EI2d5eW229s8kksTffBIyIxem5iMWqXatYe2Ct7f3F0jFW7V6FH/hOewfMdNZ1cyAwL/C3r72d29febnudDzd+mJsqFgLeiVjUlofQNONp3RFNWtGKM8aeYU129RJueSxUERpRRzIAoTSkW1oITZxY9BqFc0IAy2OhUlj4qr0/iEyEhVASZAvmCKg2b77b/i4AJ4901tnym2d8k5f2vcTfdv6NK8Oj0DA8FsUSf/tt9ESCaHkVeytHUx0J8sfNf+RfXvkXR/sz+RTVTE3tdtQca6D40PgP8ZetfyGZPbw7ZTE8s+cZ/u+YjwLeERZ+n8bI8hBtfUnaepNWmakX0yBQ4LFQMd3UBWFRHqygtRrGtUOqqdmWsCicbJqNxdBzr1+/os6bUGDelIiFIAwueir/xuJWxMJp2eT0kdO5ZOolPLrtUQ7q3YzBGNFdLGYaZMe4k0DT2BN/nRWbbgFgyeQljKu0LwgqghVc9sI9xg8O23kPBB+Z+BFe+dwrZPSM7TUW/2kxHYkODujdhtjziLAAw8DZ1pdkX1c7a1uMv/t5jd4UFqRUdt5ULywigQh7qjXGteukWpptrVEYsTCjFQSDVnM1Ffhz5aZZ8VgIwuBiVoQQCKA56LlwKNFUlJ1dOwE4uc5ZxALg6jlX88SOJ+ggaggLG229o2teB2Dz2Gn4ynZz/657yOpZPnHiJ/jR/B85H4b0+M3G92rvRywAgv4gQey/mU2tncqa/WvYm22jEW8Ji7rKEFsOwKstq0nraSZXT2ZS9aTB3tYRcaePhcqIRTltuQzS31+7n8317xS9xvoD6wHDvJk2S01r1QwgM/FZEQtJhQjCoGIZNxVHKza1b0JHZ0xkjJK5CuMqx/FPM/6JRPBeQCdTpHlTz2SIrTXKXt8cVUOkcTmpbIKzx5/N98/6vvMLXDIKOYPaUIhYqGBa7TTW7F/DzvR+7wmLXC+LN9tXA7CwceEg7ubo6LruTlWIQvNmXaSO1tyMr6btG7h/c/HCwqShooHM/k5Arb8C8uWmkgoRhEHGrVJT01+hsnvkl2d9mb+G/wtI89Pnf8wL0Z8d97ETm9P8oK+PaFhj00m/xxfIMK1mBreddxtBn4ILujl8LFgBYe8ZBN1gWu00ALYnmzgH9cKipa+F37/ze+KZ4v00u30dhOt72Nr7NgDnTjhX6d6UkcnkzdNKIhb9+1iooLGqkQ9/4DPw0gOcoTdy1WmX2lpnTPkYPlD/AXrWPgG4ISwkFSIIniDr0pwQ01+hIg1iUltWy6QxJ8HmjRCP0508fuNh43ZjsNemCaAHMmQSo/nZ2b+0Jjc6xhQW1Q2gMLzrZabWTgXgvcQewBCpeiql5pM3cPeGu/nje3+0fXxoBKR0I69/+pjTlexJNWa0ArxbFQIwZ+ZH2cMDjIuGOHvO1Y7WcqMiBIwhZGA8D7OJhCeHKoqwEEoCK2Kh+EWoyrh5KFPGnkIXG7ly8mf58pJPH/dx6Zd/TpbVnPbh/03ftgayyTom1SpMWfS0GN+rvF9qqgorYpHKG/qyfX3Kmh6tP7gegI9N/RiNVY3FHbu3k1Ub9zNtbCU//cinPduwrN8cD682yAKC44zndarJnnmzEEtY1Kqd3OurqMCsM852d+MbPVrp+irw5rNQEBSjJ9SnQmLpGNu7jOmeTktND8VXbnwiy9zzBzL3/KHo4yvnLSL7RDuRoJ9QQJ1Zle4m43sJCYvaslrqyupoi7ehh4JoyRSZXjXCIpqKsrVzKwDfOOMbjCkfU9Txj/uaeeKFNyivHMGs0bMc78ct+kUsXGjprYpgvSHCs319ZHp6rGZUdnCjnTeA5vPhq6oi291NpqeHgAeFhcIrjiB4F92FyabvdbxHVs9SV1ZX9BvC+1Fx1lm2Q8bhk06id9KJAFQr7LoJFEQsSsO4aWJGLTK5ZmOqfBbvtL1DVs/SUNFg6zlkdt9s73PWp8NtzAGA+P1qqrKsiEXU8fCxQnzl5fhrjAiD06iF2XVT5QAyE9Nnkely3qreDSRiIZQEblSFvNuWa4xVd7LScjKAqg9/mJPWrrFq/4tBi0RYvaMdQOmcEAB6chGLIVJqqoppI6bxasurJMN+AqgTFm8eNDqkzhplL9pgzgtp7U28zz0HmbTxPE5qfi759YuOlpo7aQQ//Oh4jFecDpkkBNSlOAMNDWS6uki3NMN0+23r0y55LKCg+6ZHS05FWAglge6CedMybipOg5j4QiGwud/umBF6ro7khEXrVkj2Ot9Uu5H6KaVUCOQNnH2hLOWoExYbDm4AYPbo2baOH5krN+2Op0mms2rTXjmyiYTjT8bJ/fsBSOHjrX3O1nprXxdXnT0RK2aWiioVFsGGBhKbNpFqdhixcGEAmUl+dLoIC0EYNLIulJuapaan1p2qbE1VdMeNT4jVZQF447/g0a+rfYASExZmKqQ7kGI0aoSFruuWsDht9Gm21qiNBPFpkM3NCxlbXeZ4X4WkDx5k28WXkFUUck/7fPy/y+fh99mL8H3rj+vpjKZoi2ep9wUgm4ZUHCJKtgdAsMGQLKnmFkfr5M2b7qVCsh7tZSHCQigJVFeFJDNJtnYYpjuVpaaq6I7lhEUkCHteM24M10C40vnio06Ccd4sa3QLM2LR5TfOqwph0dzXTFu8jYAvwIyRM2yt4fNpjKwI0dprzAtRLSx6X3gxLyr8ftvr6DpkdZ3XJ5/B108Za3udsVVldEZTdPSljLbeyR4jYqGQQEOuMqS5yfYauq67MtnUxEyFeHV0uggLoSRQXRWypWMLad0Yld5Q4b1P793xXCqkLJjvPfEPt8AZSwdxV0OX6lA1YyJjiIeNc6lCWJjRiukjplMWsC8I6irChrDoU++ziK5ZYzzGl7/MmP9zne11Vr27ny/+fg0zx1fjJHY2osJI7bVHk0Yvi2SPC5Uhxus57SBiocdiVvo1MKJWxbb64fVBZFIVIpQE+c6basyMG9vz/grVxk0V5CMWgXyJaIkZLlUztXYqsZwuzUadCwvTuGnXX2Ey0sXKkOhaQ1iUf2Ceo3Wau4yuovXVznIWI8qN37WjL5nvvpkuvmPpsbB6WTjwWJhpEC0UQitXN4DMxBpE5lGPhQgLoSQwy01Vdalzo+OmSvIei6AIC0VMGzGNuCksVEQsWp0ZN03ylSFqhUVq/wFSu3aDz0fkdGepr5acsGiocZaqGVEoogpLThVi9rJI7d+Pns3aWiNdYNx044OHNYisWyIWgjBoWC29g2pSIWapqeqOm6owq0JGhNIQ7zRuFGHhiGm10/IRC4fCIplJsqltEwCnjbJn3DTJ97JQmwqJ5aIV4RnTHTWKgoKIhUNhMdKMWJipEDDMmwoJjBkDPh+kUqRbW22t4VY7bxO/VW7qTWEhHguhJCg0b+7u3s2/v/HvRNP2P+lsbt8MwCkjPSoschGL0brRz6KUhoa5xdTaqawJaYDuWFhsbt9MMptkRHgEE6omOFqrrtKIwrUpjliY/oryec7SIAAt3YYPQmnEImAKC7URCy0YJDB6NOn9+0m3tBAcU3zjMjeNmwC+nNCTclNBGETMzn9aKMQfN/+Rp3Y95XjNMZExjt8U3ML0WNRlDho3VI8rmaFhbjG1ZqqVCkl0Oyu/NNMgs0bPchwqNz0WbYo9FtE1awE1wkJZxCJn3uyIJiHsziAyMHpZpPfvJ9XUTGR28amqfMSiVvHODMzuoF41b4qwEEoC06H9xzdb+GNlE4SgPHkm4dT0otcKBTQ+ccYELj5pgSeNmwA9uaqQ2lQulFvtvcqVoUZlqJJwVS3QTl+3vRC5idUYa5QzfwXAqEr15s1MZyeJ994DoHzuXEdr6bpe4LFQY95s70tBZW6ttHphEWioh/WQarFn4DTnhLjRzhuwUlNeHZ0uwkIoCcxUyM6eNL2ZVvxA24ETSffYS2W8qNXxtXkTFe5QLWbEojJ1wLihevwg7mb4MGLkOKCdRHeno3WcdtwsxOy+2aawrXf0jTcACE2ZQqCuztFaPYk00WQGgHqHfTbM6IxRFeJmxMLwI9ktObXaebvQdRPyo9MzPT3ouu65DzgiLISSwBQWKV+AivJe4jr86MIPMamyuIhFNJnhmvve4OVtbazd1c7cSSPd2K4jMlmdnoQRsSiPGa2US61TpluMHjUReJtMr/3cdlusjb29e9HQmDlqpuM9mVUhKlMhKtMgZrSiJhIkErLfZAsKIhbRJHogYswLUeyxgILKEJslp5bHwoWum5DvvEkmgx6NolVUuPI4dhFhIZQE2aTxaS7l85HQOwFYMmMGoyKjil7rk2dM4P7X93DH01u59wsfVLlNJfTG8yOqQ6awkIoQJdSPPsH4R9R+JcJbrW8BMKVmClUhZ9UWkK8K6YmnSaQzhAPO3ryh0LjpLA0CeX+FU+Mm5CMWyXSWtC9MEJRXhUBBL4sWexELa06IS6kQrawMgkFIpch0d+MTYSEIA48VsQim0NEJ+oKMLLMXbfjqwqn8cc0entl8kLf3dTFzfI3KrTrGrAgpC/rwWdNIJRWigsaxxjh6fzzJ5U9cbmuNA1EjPaUiDQJGr5KATyOd1enoS1Ff40xYZPv6iL/zDqAqYmGkKpwaNwHKQ35CAR/JdJYYprBwwWNR76ytt9vlppqm4a+qItPeTqa7h2CDtyKSIiyEkiAbNyIW6aDxfWz5WHyavTYuk+oquPS0cfx5fRN3PL2V3yx1/qlOJV2xwuZYuVCumDeVMKn+ZPYCZUlYt/8NR5U2ZzWcpWRPPp/GiIoQB3sStPYmHL+Bx958EzIZguPGERznPNKlMmKhaRojy0O0dMeJ6SGqwRXzphmxyBxsJZtMGpOGiyDjsscCsISFF3tZiLAQSoJEzBAU2TLje31F/bHu/r5cvWgaf17fxMp3Wnhvfw8njXUe0laFGbEYUaZBj5kKkYiFCipqDCOjT4dfzv8Zepm9Tq7V4WrmjlUnSOtywkJFZYiVBnHYxtukRVE7b5MRFYaw6M0GGQuuRCz8I0aghcPoiQTp/fsJNTYe97G6rlvCwo05ISY+s+TUg70sRFgIJUEqHscPBCqMN12nwuLEsVVcMLOeJ95uYek9rzKq0n6rcE2Df/rgRC47c5KjPZmYXTcnhnoAHXxBKC/eSyIcjlZebvzBdJ1zR36AwOjRg70loNDA6bwyJPq6ISwiDstMTVRGLCDfy6I3k5v744J5U9M0gvX1JHftItXcXJywiEbRU8Z1xq1UCORLTjMOe6q4gQgLoSRIxxL4AX+5mogFwDUfnsaTG/ezvzvB/m5nF/R//eu7fOL0CY5d85CPWEwMdho3VDUYLYoFx2iahq+8nGxfn9F90yPCwiw5veWv7/Lrp7faXmdEEG5+0xiOVj7vA0r21qKoOZaJWRnSnc69fblg3gRjfHpy1y7SRVaGmHNCtHAYLaImSnMkzNHpXhxEJsJCKAnMqpBsmfHppr7cubA4dVwNK689h32dzkKx//cvb7OnPcaTG1v42BznKQuzh8V4nxGOFX+FWnwVFWT7+sgoGESmilPHVfM/bzbR2pt0NIzslLYdkEzir6sjdMJkJXtr6VYdsTCERVfGFBbqIxaAZYhMFdnLotC46WZ/CX+1d7tvirAQSoJsrqV3Imi8GaiIWICREjnRob/iE6dP4JertvDQG/vUCItcuelYcnNCpNRUKWZpn4oJp3o2S2rvXrA5RdPkikYfH7pkPInuHrRoH1q0D6JRtGzmuNfY0drH/tdfAoxumyreFKPJtGUmVh2x6Ejm3r4Uj003CTbY62Vhdt1007gJBYPIJGIhCIODlis37fMb+UhVwkIFnzhjPL9ctYUXtxxkf3ecsQ67E5oRi9F6m3FDlQgLlagUFk3LltH96P84XgeMi7mTC/rJuS8AZs9xuh0gnwapDAeoKgsqWdPqvpnMpfdcMG+CkQqB4tt6uz0nxMTLo9NFWAglgS9tvNn20gdo1G97Hl77vb3FNA1OvgQmqikXnFRXwbxJI1izq4O/rN/HV86d6mg9qyokY84JEWGhkrywcBaC11Mpev6+ylizstLxkDjN58NXWZn/qihHCxT3Zr56WytNehknzzobFeP1TGExttq+uflQasuN36k1kfMjuZUKyfWySDcVG7HoBNybE2Lit9p6i7AQhEHBFBbJAET8Yar/+m1nC677b/jGOihX09L7k3MnsGZXBw+t3ceXz5niKAxtVoXUpMzJpuKxUImqiEV840b0aBR/TQ0nrn4ZzQMG2//3l7f5/epdfL4lwT8oWK9Z0fCxQsyIRV5YuJQKyfWySGzdyuYzj/9DhB439uNWO28TSYUIwiCSTGcIZY0323QAxgarjBkD1RNg1qeKX/Dd/4H2bfDsT+DCnynZ44WzGvjho++weX8PG5u7OXWc/W6eZsSiIiEDyNxAlbCIvv46AJF58zwhKgDmTx3F71fv4uVtbUrWM42bqvwVkPdYHIjnxLdbEYvGRgL19aRbWsh2FV/SGZlzmgu7yiOpEEEYRA6091r/Tvqhnlx4ePLZ8NGbil9w6iL4r4/B6/8P5l0JY2Y43mNNJMhHTxnLXzc089Dafc6ERSwF6ETiMoDMDXwV5YAKYaG2EZUKzpoyEk2DLQd6OdATZ0yVM0HQnGvnraoiBPIRi/1RH4RwzWPhC4WY+sTjRVeFgPEcCY4d68Ku8uQjFiIsBGHAaTnYjTmiJx2A+nTOKT/qRHsLTlkI0y+CzX+FJ2+E//2Qim3yyTPG89cNzTy8bi/JzPG7+Q9lb0eMkfTgyxqRCxEWalERsdAzGaJrzQmiavpFqKC2PMSp46p5e183q7e1Oa5SUt3DAvIRi75s7gNCJmFU1bgQ9fFFIoSnnKB8XRUUjk73GiIshGHPgbZuzEtD2g/1iVwEw66wAFj8L7DlSdj6d9jyFJz4Ucf7POfE0YyuCnOwJ8F/v7Lb0VqnarlS04rREChuzoFwbPLCovd97nl0Eps3k+3txVdRQdnJziNeKpk/pU6dsFDcwwIgEvITCfqJpQqe1+kYhLw14dNtTPNmtrcXPZv1TDoNRFgIJcCB9h5OAFJ+DV3TqO/JVUuMOsn+onVT4ayr4OVfw9++Z1SI+Jy9nILAf14+l6c3t6KjO1rrnGwXvIxUhLiAX0HEwvJXzD0Dze+826pKFkwdxd0v7FDis1A9J8RkZEWIps5U/oZUvPSERa6lN7pOtqcHf413piyLsBCGPW0dxifLdO76XR/vBc0HI6c4W/jc78D6P0Dre3CriuI8mFU1jllfeQaqHPbZeP0F47sYN5VjRiycdN7MD/ryThrE5AMnjMTv09jdHmVPe5TGkeW21kmkM1YXUJURC4ARFUH2dfrI+EL4s0n4n29A0N4+LTQfnLHU8F4NAbRQCC0SQY/FyIiwEISBpT0nLFK5Z3t9Og21EyHgsLa+rAaW3AqP/DPozjonWvQ0wYv/Dhf8xOE6udp78Vcox1dZCdiPWOjZbN64Oc87xk2TynCA0ybU8MbuTlZvb7MtLA7k5ueEAz6r94QqTJ9FvGwMFdG9sOkxNQvvWwNfX6tmrQHAX1VFOhbznIFThIUw7OnoMt4Akn4jvVCfzjhLgxQy+zNw8qWQTb3/fd+PnS/BHz4La++Fs7/pLGrR3WR8l1SIcpw2yEpu20amsxMtEiFy6qkqt6aMBVNH8cbuTu54eitPvrPf1hpm2XNDTZnymRlmZcjKWbfzyZotzhfUs7DqJmjbCu07YKQ3DZuH4quuggMHPFdyKsJCGPZ05YRF2g9VWoAKXYc6B8bNQwmWAQpCvSf9A0z4AOx9HV76FSz5V/tribBwDadVIX2mv2LOaWghbxprF80YzR3PbGV3e5Td7c76REwb42yWzpEwIxbbtEmwQEUrL+C9lbDrJdi2CkZ+Sc2aLuP3aC8LERbCsCaVydLXa1wYUwEYq+ec004qQtxC0+C8ZbDik7DmP42oReUYe2uJsHANp8Ii5mF/hcncSSP5/ZUfpNnh5F6fT2PRdJvP4WNgzQuJ2p/kehhTP2wIi62r4ANDRFiYlSEeKzkVYSEMaw70JAhkjK6bqQDUp3IXIi8KC4BpH4Hxc2HfWnj5V7D4ZnvrWB4LERaqcSIsdF23IhYVHhYWAOedNHqwt3BURuSERXufQmEx7Xx4+l9gx/OQTg6JMm2rl4XH2nqLsBCGNc2dMUKmsPBDfczsYaHIY6EaM2px36fh9XtgwbVQWeQFPtEDiVxoVOaEKMcUFno8jp5OowWO/zKa2rWLzMFWtFCIstmz3drisGekOTq9T4G3yaR+ttH3pe8g7HkVTjhH3douYZacRl9/3YpemFRfeAG+iNoy3+NFhIWgnHRbG73PPotuo3tk+bwPKO1019wVJ5g1hYVGfSYN4RrjAuJVTvwojDsdmtYZFScNRb4BxXNzDcLVEFaf3y51TGEBkI1GD7ugHwvLXzF7Nr6wuomfpcaICqPKpF1lKsTnM9IhGx4wfBZDQVjkJqj2Pv00vU8/3e//Ks89R4SFMDzIJhLs/uKXSGzaZOt4f10d0578W7+LtxNaCoWF2c571AzHI6pdRdNg4Q1w32eMC9y2VfbWGTFZ6bYEA18oBMEgpFJk+/qKEhamvyLiofkgQxHLY6EyFQJGOmTDA0ZH3fN/pHZtF6j9xP8iuXMnmd7DUyGDaQwWYSEo5cDPfk5i0yb8NTVE5s4t6tjYhg1kWltpX3Efo77yZSX7aeqKEcylQtL+XA8Lr6ZBCjlxMVz8b9C61d7xmgYzP6l2T4KFv7ycTFdX0T6LoeKv8DpWKiSaJJvV8fkUfVCYssj43vIW9OyHKncHiTklOH4842/7xWBv4zBEWAjK6Pn73+lYsQKAcT//GZXnnlvU8V2PPkrTd6+n/Z57GPG5f8Kfa0TkhCNGLOqmOV7XdTTNmJwqeBJfRQWZri5abvqxZaB7XzIZ0k3NEAgQmTPH1f0Nd2pzwiKrG/0yzJ8dUzkaGuZA83rY9jTM+Sc165YYIiwEJaSammi68fsAjLzyyqJFBUD1RRfRetdvSO7YQft//Rf+z3+JDXs7HU3N2HKgl9N0o2Qu5YexGYXNsYSSJTh+PKmmJmvmRzGUn3EGvnKH7adLnFDAR2U4QG8iTXtfUp2wACMd0rzeSIeIsLCFCAvBMXo6zb5vf4dsVxdls2Yx5pvX2lpH8/sZdc3VNP2fb9N+73Ku65zMO93OhnEBfBCjEsTn0ynTde+WmgpDhnE//xm9L7xgfGQuBp9mS3QLhzOiIkhvIq22lwUYJd8v/MKIWGQz4PPWkLihgAiLEia1bx+ppibH63Q/9RSxN97AV1HB+Ntvc2Qaqr7gAtp+8xsSW7ZyxqtPsHvOxUwa5ezT3ZRW4+If8ulqho8JJU+wvp4Rn/70YG+jpBlZHmJPe4x2lSWnYHS/DVdDrN0o+a45yoBBzQfTl6h97GGCCIsSpfORP9N8442QVTQ8C6j/8U2EGhsdraH5fMQuuxLfj77Hx7e9wHk3XMP5Z013tObzy5YDEPJloXaS8+FjgiAMOmaTrJe2tqLrxUc2P3LyWPxHMn36g3DCucZgsye+c/QFAmXwfXtzVIY7toTFnXfeyc9//nOam5s59dRT+fd//3fOOcf7Nb+CQffjj1uiIjh+vJKypOoLllBz0UWO10lnsiw7MJJ/rh7H1O4mqp65jxU1J7G/z/4LeHTrVkYDES0raRBBGCbUVRgfEJa/vJPlL+8s+vjNNy/Bf7Q0xzn/x+gHk44ffQG/9ztzDhZFC4sHHniAb37zm9x555186EMf4re//S0XXHABGzduZOLEiW7sUVBIz9//zr7vfBeyWWo//Wnqf3yTssmDuq7THm9nddNqkhl7ec/n3jvIpmgTD32olu8+0UTffX9kz2bNkYFz1Hbj6CotK8ZNQRgm/O+zJtLUGSOeLr4RH4DGMa5748+AKxSNYi9BNL3IGNKZZ57JGWecwV133WXddvLJJ/Pxj3+cW2+99X2P7+7upqamhq6uLqqLaCwjOKf3+efZc/U1kEpxcP6H+a/zPk/KYSYkk9Vp60twMLWRaPhFfJVvo/nsvdD7oev86/IM01qcL2VSO6+Lhm/eAvO+oG5RQRCEEuF437+Lilgkk0nWrl3LsmXL+t2+ePFiXn755SMek0gkSCQS/TbmBgd/9Ssyvb3q1oseZFf3LjWLRVuNoTYOiKUy2EgjWmhZnRlv9xFIw7tTg/x5zuuk+l4jqelkNWeVF7HyDIlQBjOoeEJCpy5tT7FoQFhLMyGdZMSCBNXvBggosIH4Q1lGTIpKxEIQBMFlihIWra2tZDIZxo7t341s7NixtLQc+aPlrbfeyk033WR/h8dJ54N/In3woLL1AsBUZat5h9dP1Lj9f2XJ+J2NQz6U8myWC3v7+HRPL6ckFbi0NR+MngAnNhpmKhXUTYOJZ6lZSxAEQTgitsybh+bkdV0/ap7+hhtu4LrrrrN+7u7uptFh5cCRGLF0qa0xxkfjYPQAO1VFLHr3g03PgUlfIk3WScgCiFYF2D5nBJ+vqaS2rJyIv4wyLUhA8zlat8znZ37lCVSUjzKGXoUrnRmbKkZB9YQhMbZYEARB6E9RwmLUqFH4/f7DohMHDhw4LIphEg6HCQ/AFD9VsyVMxgCnKl1REARBEIY/RX1UDYVCzJ07l6eeeqrf7U899RQLFixQujFBEARBEIYeRadCrrvuOpYuXcq8efOYP38+v/vd79i9ezdXXXWVG/sTBEEQBGEIUbSw+OxnP0tbWxs//vGPaW5uZubMmTz++ONMmjTJjf0JgiAIgjCEKLqPhVOkj4UgCIIgDD2O9/3bWTmAIAiCIAhCASIsBEEQBEFQhggLQRAEQRCUIcJCEARBEARliLAQBEEQBEEZIiwEQRAEQVCGCAtBEARBEJQhwkIQBEEQBGWIsBAEQRAEQRm2xqY7wWz02d3dPdAPLQiCIAiCTcz37fdr2D3gwqKnpweAxsbGgX5oQRAEQRAc0tPTQ01NzVH/f8BnhWSzWZqamqiqqkLTtKPer7u7m8bGRvbs2SMzRZDzcShyPvoj5yOPnIv+yPnoj5yP/hRzPnRdp6enh3HjxuHzHd1JMeARC5/Px4QJE477/tXV1fLHL0DOR3/kfPRHzkceORf9kfPRHzkf/Tne83GsSIWJmDcFQRAEQVCGCAtBEARBEJThWWERDof54Q9/SDgcHuyteAI5H/2R89EfOR955Fz0R85Hf+R89MeN8zHg5k1BEARBEIYvno1YCIIgCIIw9BBhIQiCIAiCMkRYCIIgCIKgDBEWgiAIgiAow1PCoqOjg6VLl1JTU0NNTQ1Lly6ls7PzqPdPpVJcf/31zJo1i4qKCsaNG8fll19OU1PTwG1aIXfeeScnnHACZWVlzJ07lxdeeOGY93/uueeYO3cuZWVlTJkyhd/85jcDtNOBoZjz8fDDD/PRj36U0aNHU11dzfz58/nb3/42gLt1n2KfHyYvvfQSgUCAOXPmuLvBAaTYc5FIJLjxxhuZNGkS4XCYqVOn8p//+Z8DtFv3KfZ8rFixgtNOO43y8nIaGhr4whe+QFtb2wDt1j2ef/55LrnkEsaNG4emafz5z39+32OG83W02POh7Dqqe4glS5boM2fO1F9++WX95Zdf1mfOnKlffPHFR71/Z2enfv755+sPPPCAvmnTJn316tX6mWeeqc+dO3cAd62G+++/Xw8Gg/rdd9+tb9y4Ub/22mv1iooKfdeuXUe8//bt2/Xy8nL92muv1Tdu3KjffffdejAY1P/0pz8N8M7dodjzce211+o//elP9ddee01/77339BtuuEEPBoP6G2+8McA7d4diz4dJZ2enPmXKFH3x4sX6aaedNjCbdRk75+LSSy/VzzzzTP2pp57Sd+zYob/66qv6Sy+9NIC7do9iz8cLL7yg+3w+/Ze//KW+fft2/YUXXtBPPfVU/eMf//gA71w9jz/+uH7jjTfqDz30kA7ojzzyyDHvP9yvo8WeD1XXUc8Ii40bN+qA/sorr1i3rV69Wgf0TZs2Hfc6r732mg687wXXa3zwgx/Ur7rqqn63zZgxQ1+2bNkR7//d735XnzFjRr/b/vmf/1k/66yzXNvjQFLs+TgSp5xyin7TTTep3tqgYPd8fPazn9W///3v6z/84Q+HjbAo9lw88cQTek1Njd7W1jYQ2xtwij0fP//5z/UpU6b0u+1Xv/qVPmHCBNf2OBgczxvpcL+OFnI85+NI2LmOeiYVsnr1ampqajjzzDOt28466yxqamp4+eWXj3udrq4uNE2jtrbWhV26QzKZZO3atSxevLjf7YsXLz7q77569erD7v8P//APrFmzhlQq5dpeBwI75+NQstksPT09jBw50o0tDih2z8e9997Ltm3b+OEPf+j2FgcMO+fi0UcfZd68efzsZz9j/PjxnHTSSXz7298mFosNxJZdxc75WLBgAXv37uXxxx9H13X279/Pn/70Jy666KKB2LKnGM7XURXYvY4O+BCyo9HS0sKYMWMOu33MmDG0tLQc1xrxeJxly5bxuc99bkgNl2ltbSWTyTB27Nh+t48dO/aov3tLS8sR759Op2ltbaWhocG1/bqNnfNxKLfddht9fX185jOfcWOLA4qd87FlyxaWLVvGCy+8QCDgmZe5Y+yci+3bt/Piiy9SVlbGI488QmtrK1/72tdob28f8j4LO+djwYIFrFixgs9+9rPE43HS6TSXXnopv/71rwdiy55iOF9HVWD3Oup6xOJHP/oRmqYd82vNmjUARxyjruv6Mcerm6RSKf7xH/+RbDbLnXfeqfz3GAgO/T3f73c/0v2PdPtQpdjzYfKHP/yBH/3oRzzwwANHFKtDleM9H5lMhs997nPcdNNNnHTSSQO1vQGlmOdGNptF0zRWrFjBBz/4QS688EJuv/12li9fPiyiFlDc+di4cSPf+MY3+MEPfsDatWtZuXIlO3bs4KqrrhqIrXqO4X4dtYuT66jrH2WuueYa/vEf//GY95k8eTIbNmxg//79h/3fwYMHD1OUh5JKpfjMZz7Djh07ePrpp4dUtAJg1KhR+P3+wz5hHDhw4Ki/e319/RHvHwgEqKurc22vA4Gd82HywAMP8MUvfpEHH3yQ888/381tDhjFno+enh7WrFnDunXruOaaawDjzVXXdQKBAE8++SQf/vCHB2TvqrHz3GhoaGD8+PH9xj2ffPLJ6LrO3r17OfHEE13ds5vYOR+33norH/rQh/jOd74DwOzZs6moqOCcc87h5ptvLqlP6cP5OuoEp9dR1yMWo0aNYsaMGcf8KisrY/78+XR1dfHaa69Zx7766qt0dXWxYMGCo65viootW7bw97//fUg+GUKhEHPnzuWpp57qd/tTTz111N99/vz5h93/ySefZN68eQSDQdf2OhDYOR9gKOwrrriC++67b1jli4s9H9XV1bz11lusX7/e+rrqqquYPn0669ev7+djGmrYeW586EMfoqmpid7eXuu29957D5/Px4QJE1zdr9vYOR/RaBSfr/+l3+/3A/lP66XCcL6O2kXJdbRoi6iLLFmyRJ89e7a+evVqffXq1fqsWbMOKzedPn26/vDDD+u6ruupVEq/9NJL9QkTJujr16/Xm5ubra9EIjEYv4JtzJKxe+65R9+4caP+zW9+U6+oqNB37typ67quL1u2TF+6dKl1f7NM6lvf+pa+ceNG/Z577hlWZVLFno/77rtPDwQC+n/8x3/0ex50dnYO1q+glGLPx6EMp6qQYs9FT0+PPmHCBP1Tn/qU/s477+jPPfecfuKJJ+pf+tKXButXUEqx5+Pee+/VA4GAfuedd+rbtm3TX3zxRX3evHn6Bz/4wcH6FZTR09Ojr1u3Tl+3bp0O6Lfffru+bt06q0qw1K6jxZ4PVddRTwmLtrY2/bLLLtOrqqr0qqoq/bLLLtM7Ojr63QfQ7733Xl3XdX3Hjh06cMSvZ555ZsD375T/+I//0CdNmqSHQiH9jDPO0J977jnr/z7/+c/r5513Xr/7P/vss/rpp5+uh0IhffLkyfpdd901wDt2l2LOx3nnnXfE58HnP//5gd+4SxT7/ChkOAkLXS/+XLz77rv6+eefr0ciEX3ChAn6ddddp0ej0QHetXsUez5+9atf6aeccooeiUT0hoYG/bLLLtP37t07wLtWzzPPPHPM60CpXUeLPR+qrqMyNl0QBEEQBGV4po+FIAiCIAhDHxEWgiAIgiAoQ4SFIAiCIAjKEGEhCIIgCIIyRFgIgiAIgqAMERaCIAiCIChDhIUgCIIgCMoQYSEIgiAIgjJEWAiCIAiCoAwRFoIgCIIgKEOEhSAIgiAIyhBhIQiCIAiCMv5/pMexZRjIh+IAAAAASUVORK5CYII=", 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", "text/plain": [ "
" ] @@ -1329,7 +1004,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 45, "id": "fc22e182", "metadata": { "scrolled": true @@ -1367,7 +1042,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 46, "id": "04a06d47", "metadata": {}, "outputs": [ @@ -1386,15 +1061,15 @@ "config/mmin 18.5\n", "config/name TXBrighterFatterPlot\n", "config/nbin 20\n", - "config/nside 64\n", "config/pdb False\n", "config/pixelization healpix\n", "config/sparse True\n", "config/stage_name TXBrighterFatterPlot\n", "config/star_catalog data/example/inputs/star_catalog.hdf5\n", "config/trace False\n", - "creation 2025-09-18T15:03:24.030145\n", - "domain 1.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.ip6.arpa\n" + "creation 2026-07-02T12:05:39.402735\n", + "domain 1.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.0.ip6.arpa\n", + "gitdiff \n" ] } ], @@ -1416,18 +1091,18 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 47, "id": "cc5345b5", "metadata": {}, "outputs": [ { "data": { - "image/png": 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gInN0ZG91dCIsCi0gICAgICJvdXRwdXRfdHlwZSI6ICJzdHJlYW0iLAotICAgICAidGV4dCI6IFsKLSAgICAgICJEYXRhc2V0IG9iamVjdCA9ICA8SERGNSBkYXRhc2V0IFwibWVhbl9lMVwiOiBzaGFwZSAoNCwpLCB0eXBlIFwiPGY0XCI+XG4iLAotICAgICAgIm1lYW4gZTEgPSAgWyAwLjAwMzU4Mzc1ICAwLjI4NjQyNTc3IC0wLjAwOTQ3MDM0IC0wLjAwNjExNDU2XVxuIiwKLSAgICAgICJtZWFuIGUyID0gIFstMC4wMDA4NDIzMSAtMC4xNzU0ODQ5MyAtMC4wMTE1MzkxNiAgMC4wMjA2MTE3N11cbiIsCi0gICAgICAibWVhbiBlMiAoMkQpID0gIFswLjAwMDI2NzQ5XVxuIiwKLSAgICAgICJzb3VyY2UgY291bnRzID0gIFsyMTA0IDIyMTEgMjE2NCAyNTE1XVxuIiwKLSAgICAgICJOX2VmZl8yZCA9ICBbODk5NC5dXG4iLAotICAgICAgInNvdXJjZV9iaW4gPSAgWy0xIC0xIC0xIC4uLiAtMSAtMSAtMV1cbiIsCi0gICAgICAic291cmNlIGJpbiBkYXRhIHNpemUgPSAgODIyMDBcbiIKLSAgICAgXQotICAgIH0KLSAgIF0sCisgICAib3V0cHV0cyI6IFtdLAogICAgInNvdXJjZSI6IFsKICAgICAicHJpbnQoXCJEYXRhc2V0IG9iamVjdCA9IFwiLCBnW1wibWVhbl9lMVwiXSlcbiIsCiAgICAgIlxuIiwKQEAgLTU5MSw4ICs0MTUsOCBAQAogICAgICJwcmludChcIk5fZWZmXzJkID0gXCIgLCBnW1wiTl9lZmZfMmRcIl1bOl0pXG4iLAogICAgICJcbiIsCiAgICAgIlxuIiwKLSAgICAicHJpbnQoXCJzb3VyY2VfYmluID0gXCIsIGdbXCJiaW5cIl1bOl0pXG4iLAotICAgICJwcmludChcInNvdXJjZSBiaW4gZGF0YSBzaXplID0gXCIsIGxlbihnW1wiYmluXCJdKSlcbiIKKyAgICAicHJpbnQoXCJzb3VyY2VfYmluID0gXCIsIGZbJ3RvbW9ncmFwaHknXVtcImJpblwiXVs6XSlcbiIsCisgICAgInByaW50KFwic291cmNlIGJpbiBkYXRhIHNpemUgPSBcIiwgbGVuKGZbJ3RvbW9ncmFwaHknXVtcImJpblwiXVs6XSkpIgogICAgXQogICB9LAogICB7CkBAIC02MDUsMzEgKzQyOSwxMCBAQAogICB9LAogICB7CiAgICAiY2VsbF90eXBlIjogImNvZGUiLAotICAgImV4ZWN1dGlvbl9jb3VudCI6IDksCisgICAiZXhlY3V0aW9uX2NvdW50IjogbnVsbCwKICAgICJpZCI6ICI1ZDc5N2ZiYiIsCiAgICAibWV0YWRhdGEiOiB7fSwKLSAgICJvdXRwdXRzIjogWwotICAgIHsKLSAgICAgImRhdGEiOiB7Ci0gICAgICAidGV4dC9wbGFpbiI6IFsKLSAgICAgICAiPG1hdHBsb3RsaWIubGVnZW5kLkxlZ2VuZCBhdCAweDdmODFlZDYyNGQwMD4iCi0gICAgICBdCi0gICAgIH0sCi0gICAgICJleGVjdXRpb25fY291bnQiOiA5LAotICAgICAibWV0YWRhdGEiOiB7fSwKLSAgICAgIm91dHB1dF90eXBlIjogImV4ZWN1dGVfcmVzdWx0IgotICAgIH0sCi0gICAgewotICAgICAiZGF0YSI6IHsKLSAgICAgICJpbWFnZS9wbmciOiAiaVZCT1J3MEtHZ29BQUFBTlNVaEVVZ0FBQWtNQUFBSEZDQVlBQUFEeE9QM0RBQUFBT1hSRldIUlRiMlowZDJGeVpRQk5ZWFJ3Ykc5MGJHbGlJSFpsY25OcGIyNHpMamd1TkN3Z2FIUjBjSE02THk5dFlYUndiRzkwYkdsaUxtOXlaeThmSlNOMUFBQUFDWEJJV1hNQUFBOWhBQUFQWVFHb1A2ZHBBQUEwQ0VsRVFWUjRuTzNkZVZ4VTlmN0g4ZmNBTXVEQytBTmkwUkFsMDF3eUUxT3hySXNsWm1sWnQ1K1VpWnEybUpxcGVjdWx4YTI0MlcyOXBhbWxYSmVTRml0Tk03bHBMdGVsTkttdWV1MldHaTRRYWpXNGdzRDUvY0hQcVFsRVVHQVl2cS9uNHpFUDUzelA5NXp6T1VUTzIrLzVuak0yeTdJc0FRQUFHTXJIMHdVQUFBQjRFbUVJQUFBWWpUQUVBQUNNUmhnQ0FBQkdJd3dCQUFDakVZWUFBSURSQ0VNQUFNQm9oQ0VBQUdBMHdoQUFBREFhWVFoQXVkbHN0aks5UHYvOGMwK1hXdTJscEtUSVpyTnB5NVl0bmk0Rk1KYWZwd3NBNEgwMmJ0em90anhseWhTdFhyMWFxMWF0Y210djJiSmxWWllGQU9lRk1BU2czRHAxNnVTMmZORkZGOG5IeDZkWWUwMVJVRkNnL1B4ODJlMTJUNWNDb0JKd21ReEFwZmo1NTU4MWRPaFFOV3pZVVA3Ky9vcUppZEdFQ1JPVW01dnIxczltczJuNDhPR2FPM2V1bWpkdnJzREFRTFZ2MzE2Yk5tMlNaVmw2N3JubjFLUkpFOVd0VzFkZHUzYlY5OTkvWCt4WWMrYk0wUlZYWEtHQWdBQUZCd2ZydHR0dTA4NmRPNHYxbXoxN3RwbzFheWE3M2E2V0xWdnFyYmZlMHNDQkE5VzRjV05YbjcxNzk4cG1zMm5hdEdtYU9uV3FtalJwSXJ2ZHJ0V3JWK3ZVcVZONjVKRkgxTFp0V3prY0RnVUhCeXN1TGs0ZmZmUlJzV09kT2ErWk0yZTZIWFBSb2tVbC9yeU9IajJxQng5OFVLR2hvUW9KQ2RIdHQ5K3Vnd2NQdXRZUEhqeFl3Y0hCT25IaVJMRnR1M2J0cWxhdFdwMzF2d1dBYzdBQTRBSU5HRERBcWxPbmptdjU1TW1UVnBzMmJhdzZkZXBZZi92YjM2eVZLMWRhVHp6eGhPWG41MmZkZE5OTmJ0dEtzcUtqbzYzT25UdGJpeGN2dGo3NDRBT3JXYk5tVm5Cd3NEVnExQ2pyMWx0dnRUNysrR05yNGNLRlZuaDR1TldtVFJ1cnNMRFF0ZjB6enp4alNiTHV1dXN1YTlteVpkYThlZk9zbUpnWXkrRndXTjk5OTUycjM4eVpNeTFKMXAvLy9HZlgvcG8xYTJaRlIwZGIwZEhScm41Nzl1eXhKRmtOR3phMDR1UGpyZmZlZTg5YXVYS2x0V2ZQSHV2WFgzKzFCZzRjYU0yZlA5OWF0V3FWdFdMRkNtdk1tREdXajQrUDlZOS8vS1BZZVVWRlJWa3RXN2EwM243N2JXdkpraVhXalRmZWFFbXkzbjMzWFZlL3VYUG5XcEtzbUpnWTY2R0hIckkrL2ZSVDY0MDMzckQrNTMvK3g0cVBqM2YxKy9ycnJ5MUoxdXpaczkyT3MzMzdka3VTOWRwcnI1M2ZmendBRm1FSXdBWDdZeGg2L2ZYWExVbldPKys4NDlidjJXZWZ0U1JaSzFldWRMVkpzaUlpSXF4ang0NjUyajc4OEVOTGt0VzJiVnUzNFBQU1N5OVprcXh2dnZuR3NpekwrdVdYWDZ6QXdNQmlBU3NqSThPeTIrMVczNzU5TGN1eXJJS0NBaXNpSXNMcTJMR2pXNzhmZi96UnFsV3JWb2xoNkpKTExySHk4dkpLUGUvOC9IenI5T25UMXVEQmc2MHJyN3pTYlowa0t6QXcwTXJLeW5McmY5bGxsMWxObXpaMXRaMEpRME9IRG5YYmZ0cTBhWllrS3pNejA5VjIzWFhYV1czYnRuWHI5K0NERDFwQlFVSFcwYU5IUzYwVndObHhtUXhBaFZ1MWFwWHExS21qTys2NHc2MTk0TUNCa3FUUFB2dk1yVDArUGw1MTZ0UnhMYmRvMFVLUzFLTkhEOWxzdG1MdFAvNzRvNlNpaWR3blQ1NTA3ZmVNcUtnb2RlM2ExWFdjWGJ0MktTc3JTMzM2OUhIcjE2aFJJMTE5OWRVbG5zTXR0OXlpV3JWcUZXdC85OTEzZGZYVlY2dHUzYnJ5OC9OVHJWcTE5T2FiYjVaNFdlNzY2NjlYZUhpNGE5blgxMWVKaVluNi92dnZ0WC8vL21MSCs3MDJiZHE0bmFza1Bmend3MHBQVDllLy92VXZTVkpPVG83bXo1K3ZBUU1HcUc3ZHVpV2VCNEJ6SXd3QnFIQkhqaHhSUkVTRVc1Q1JwTEN3TVBuNStlbklrU051N2NIQndXN0wvdjcrcGJhZk9uWEtkUnhKaW95TUxGWkRnd1lOWE92UC9QbjdZSEpHU1cxbjIrZml4WXZWcDA4Zk5XellVQXNXTE5ER2pSdjE1WmRmYXRDZ1FhNmFmaThpSXVLc2JYLzhHWVNFaExndG41bXNmZkxrU1ZmYnJiZmVxc2FORyt1MTExNlRWSFJiL3ZIanh6VnMyTEFTendGQTJYQTNHWUFLRnhJU29zMmJOOHV5TExkQWxKMmRyZno4ZklXR2hsYlljU1FwTXpPejJMcURCdys2am5PbTMwOC8vVlNzWDFaV1ZvbjcvbU9RazZRRkN4YW9TWk1tU2sxTmRWdi94MG5ocGUzN1ROc2Z3MDlaK1BqNGFOaXdZUm8vZnJ5ZWYvNTVUWjgrWGRkZmY3MmFOMjllN24wQitBMGpRd0FxM1BYWFg2OWp4NDdwd3c4L2RHdWZOMitlYTMxRmlJdUxVMkJnb0JZc1dPRFd2bi8vZnExYXRjcDFuT2JObXlzaUlrTHZ2UE9PVzcrTWpBeHQyTENoek1lejJXenk5L2QzQzBKWldWa2wzazBtRlYwTy9IMEFLeWdvVUdwcXFpNjU1QkpkZlBIRlpUN3U3OTE3NzczeTkvZlgzWGZmclYyN2RtbjQ4T0hudFI4QXZ5RU1BYWh3L2Z2M1Y1czJiVFJnd0FDOStPS0wrdWMvLzZtSkV5ZHEvUGp4dXVtbW0zVEREVGRVeUhIcTE2K3ZKNTU0UWt1V0xGSC8vdjMxeVNlZmFNR0NCWXFQajFkQVFJQ2VldW9wU1VVaktwTW1UZExtelp0MXh4MTNhUG55NVhycnJiZlVyVnMzUlVaR3lzZW5iSDhWOXV6WlU3dDI3ZExRb1VPMWF0VXEvZU1mLzlBMTExeFQ0aVUxU1FvTkRWWFhybDIxYU5FaUxWMjZWRDE3OXRSLy92TWZQZjMwMHhkMHp2Mzc5OWZxMWFzVkhSMnRYcjE2bmZlK0FCVGhNaG1BQ2hjUUVLRFZxMWRyd29RSmV1NjU1M1RvMENFMWJOaFFZOGFNY1FXVWlqSnUzRGlGaFlYcGxWZGVVV3BxcWdJREEvV25QLzFKenp6empDNjk5RkpYdi92dnY5LzEvS0RiYnJ0TmpSczMxdGl4WS9YUlJ4OHBJeU9qVE1lNjU1NTdsSjJkcmRkZmYxMXo1c3hSVEV5TXhvNGRxLzM3OTJ2U3BFbkYrdDl5eXkxcTFhcVZIbi84Y1dWa1pPaVNTeTdSd29VTGxaaVllRUhubkppWXFCa3padWpCQng4c2M1QURjSFkyeTdJc1R4Y0JBSjd3NjYrL3FsbXpadXJkdTdkbXpacFZvZnUyMld3YU5teVlYbjMxMVFyZHJ5UTk4c2dqbWpGamh2YnQyM2RlYzQ4QXVHTmtDSUFSc3JLeTlQVFRUeXMrUGw0aElTSDY4Y2NmOWVLTEwrcm8wYU42K09HSFBWMWVtV3phdEVuZmZmZWRwaytmcmdjZWVJQWdCRlFRd2hBQUk5anRkdTNkdTFkRGh3N1Z6ei8vck5xMWE2dFRwMDU2L2ZYWHZlYXJMT0xpNGxTN2RtMzE3TmxUVTZkTzlYUTVRSTNCWlRJQUFHQTBadDRCQUFDakVZWUFBSURSQ0VNQUFNQm9US0EraDhMQ1FoMDhlRkQxNnRVcjhmSDhBQUNnK3JFc1MwZVBIbFdEQmczTytUd3V3dEE1SER4NFVGRlJVWjR1QXdBQW5JZDkrL2FkOCt0dkNFUG5VSzllUFVsRlA4eWdvQ0FQVndNQUFNb2lKeWRIVVZGUnJzL3gwaENHenVITXBiR2dvQ0RDRUFBQVhxWXNVMXlZUUEwQUFJem1kV0ZvK3ZUcGF0S2tpUUlDQWhRYkc2dDE2OWFWMmo4M04xY1RKa3hRZEhTMDdIYTdMcm5rRXMyWk02ZUtxZ1VBQU5XZFYxMG1TMDFOMWNpUkl6VjkrblJkZmZYVm1qbHpwbnIwNktFZE8zYW9VYU5HSlc3VHAwOGYvZlRUVDNyenpUZlZ0R2xUWldkbkt6OC92NG9yQndBQTFaVlhmUjFIeDQ0ZDFhNWRPODJZTWNQVjFxSkZDL1h1M1Z2SnljbkYrcTlZc1VKMzNubW5kdS9lcmVEZzRQTTZaazVPamh3T2g1eE9KM09HQUFEVlJtRmhvZkx5OGp4ZGhzZlVxbFZMdnI2K1oxMWZuczl2cnhrWnlzdkwwOWF0V3pWMjdGaTM5b1NFQkczWXNLSEViWllzV2FMMjdkdHIyclJwbWo5L3Z1clVxYU5iYnJsRlU2Wk1VV0JnWUluYjVPYm1LamMzMTdXY2s1TlRjU2NCQUVBRnlNdkwwNTQ5ZTFSWVdPanBVanlxZnYzNmlvaUl1T0RuQUhwTkdEcDgrTEFLQ2dvVUhoN3UxaDRlSHE2c3JLd1N0OW05ZTdmV3IxK3ZnSUFBZmZEQkJ6cDgrTERyRzZ2UE5tOG9PVGxaa3laTnF2RDZBUUNvQ0pabEtUTXpVNzYrdm9xS2lqcm5Bd1ZySXN1eWRPTEVDV1ZuWjB1U0lpTWpMMmgvWGhPR3p2aGorck1zNjZ5SnNMQ3dVRGFiVFFzWExwVEQ0WkFrdmZEQ0M3cmpqanYwMm11dmxUZzZORzdjT0kwZVBkcTFmT1k1QlFBQVZBZjUrZms2Y2VLRUdqUm9vTnExYTN1NkhJODU4eG1lbloydHNMQ3dVaStabll2WGhLSFEwRkQ1K3ZvV0d3WEt6czR1TmxwMFJtUmtwQm8yYk9nS1FsTFJIQ1BMc3JSLy8zNWRldW1seGJheDIrMnkyKzBWV3p3QUFCV2tvS0JBa3VUdjcrL2hTanp2VEJnOGZmcjBCWVVocnhsYjgvZjNWMnhzck5MUzB0emEwOUxTMUxsejV4SzN1ZnJxcTNYdzRFRWRPM2JNMWZiZGQ5L0p4OGZubkkvbUJnQ2dPdVA3TWl2dVorQTFZVWlTUm84ZXJUZmVlRU56NXN6UnpwMDdOV3JVS0dWa1pHaklrQ0dTaWk1eDllL2YzOVcvYjkrK0Nna0owVDMzM0tNZE8zWm83ZHExK3N0Zi9xSkJnd2FkZFFJMUFBQW1PSkdYcjhaamw2bngyR1U2a1dmMkkyZTg1aktaSkNVbUp1cklrU09hUEhteU1qTXoxYnAxYXkxZnZselIwZEdTcE16TVRHVmtaTGo2MTYxYlYybHBhWHJvb1lmVXZuMTdoWVNFcUUrZlBwbzZkYXFuVGdFQUFGUXpYaFdHSkdubzBLRWFPblJvaWV0U1VsS0t0VjEyMldYRkxxMEJBSURxNStHSEg5YjY5ZXYxNzMvL1d5MWF0RkI2ZW5xVkhOZXJMcE1CQUlDYXk3SXNEUm8wU0ltSmlWVjZYTUlRQUFDR3kzS2VxcExqV0phbGFkT21LU1ltUm9HQmdicmlpaXYwM252dnVkYS84c29yR2pac21HSmlZcXFrbmpNSVE0Q1hZeElrZ1BQeC90YjlydmMzdkxCR3FWOW1sTks3WWp6KytPT2FPM2V1WnN5WW9lM2J0MnZVcUZIcTE2K2YxcXhaVStuSExvM1h6UmtDQUFBWEp0TjVVazh0MmU1YUxyU2s4WXYvcld1YlhhUklSK1hjYlgzOCtIRzk4TUlMV3JWcWxlTGk0aVJKTVRFeFdyOSt2V2JPbktucnJydXVVbzViRm9RaEFBQU1zK2Z3Y1JYKzRXdmFDeXhMZXcrZnFMUXd0R1BIRHAwNmRVcmR1blZ6YTgvTHk5T1ZWMTVaS2Njc0s4SVFBQUNHYVJKYVJ6NDJ1UVVpWDV0TmpVTXI3K3M5em55cDdMSmx5OVN3WVVPM2RaNys1Z2ZDRUFBQWhvbDBCR3JTTGEzMHhFZEZsOHA4Yk5JenQ3ZXV0RkVoU1dyWnNxWHNkcnN5TWpJOGVrbXNKSVFoQUFBTTlPZllpMTFoNkoranIxUE1SWFVyOVhqMTZ0WFRtREZqTkdyVUtCVVdGdXFhYTY1UlRrNk9ObXpZb0xwMTYyckFnQUg2L3Z2dmRlellNV1ZsWmVua3laT3U1d3kxYk5teVVyK0xqVEFFQUlEaElod0JWWEtjS1ZPbUtDd3NUTW5KeWRxOWU3ZnExNit2ZHUzYWFmejQ4WktrZSsrOTErM09zak56aWZiczJhUEdqUnRYV2wyRUlRQUFVQ1ZzTnB0R2pCaWhFU05HbExqKzg4OC9yOXFDL2gvUEdRSUFBRVpqWkFnQUFBUFY5dmZUM3IvZTdPa3lxZ1ZHaGdBQWdORUlRd0FBd0dpRUlRQUFZRFRDRUFBQU1CcGhDQUFBR0kwd0JBQUFqRVlZQWdEQVJIbkhwWW1Pb2xmZWNVOVg0MUdFSVFBQVlEVENFQUFBOExpdnYvNWFkOTExbDZLaW9oUVlHS2dXTFZybzVaZGZycEpqOHdScUFBRGdjVnUzYnRWRkYxMmtCUXNXS0NvcVNoczJiTkQ5OTk4dlgxOWZEUjgrdkZLUHpjZ1FBQUNteXpsWUpZZXhMRXZUcGsxVFRFeU1BZ01EZGNVVlYraTk5OTZUSkEwYU5FaXZ2UEtLcnJ2dU9zWEV4S2hmdjM2NjU1NTd0SGp4NGtxdml6QUVBSUNKMHQvNjdmMXJIYVN2NWxYNklSOS8vSEhOblR0WE0yYk0wUGJ0MnpWcTFDajE2OWRQYTlhc0tiRy8wK2xVY0hCd3BkZkZaVElBQUV6alBDQjk4dWh2eTFhaHRIU2tkTW4xa3FOaHBSenkrUEhqZXVHRkY3UnExU3JGeGNWSmttSmlZclIrL1hyTm5EbFQxMTEzblZ2L2pSczM2cDEzM3RHeVpjc3FwWjdmSXd3QkFHQ2FuMzhvQ2tDL1p4VklQKyt1dERDMFk4Y09uVHAxU3QyNmRYTnJ6OHZMMDVWWFh1bld0bjM3ZHQxNjY2MTY4c2tuaS9XdkRJUWhBQUJNRTN5SlpQTnhEMFEyWHlrNHB0SU9XVmhZZEt4bHk1YXBZVVAzd0dXMzIxM3ZkK3pZb2E1ZHUrcSsrKzdUNDQ4L1htbjEvQjVoQ0FBQTB6Z2FTajJtU2N2SEZDM2JmS1ZlTDFYYXFKQWt0V3paVW5hN1hSa1pHY1V1aVoyeGZmdDJkZTNhVlFNR0RORFRUejlkYWJYOEVXRUlBQUFUdGUzN1d4Z2F0bGtLdmJSU0QxZXZYajJOR1ROR28wYU5VbUZob2E2NTVocmw1T1JvdzRZTnFsdTNydHEzYjYvNCtIZ2xKQ1JvOU9qUnlzcktraVQ1K3ZycW9vc3VxdFRhQ0VNQUFKZ3VxRUdWSEdiS2xDa0tDd3RUY25LeWR1L2VyZnIxNjZ0ZHUzWWFQMzY4M24zM1hSMDZkRWdMRnk3VXdvVUxYZHRFUjBkcjc5NjlsVm9YWVFnQUFGUUptODJtRVNOR2FNU0lFY1hXWFh2dHRabzRjV0xWRnlXZU13UUFBQXpIeUJBQUFDYnlyeU5OZEhxNmltcUJrU0VBQUdBMHdoQUFBREFhWVFnQUFDOWtXWmFuUy9DNGl2b1pFSVlBQVBBaXZyNitrb3EreHNKMEowNmNrQ1RWcWxYcmd2YkRCR29BQUx5SW41K2ZhdGV1clVPSERxbFdyVnJ5OFRGdlhNT3lMSjA0Y1VMWjJkbXFYNysrS3lDZUw4SVFBQUJleEdhektUSXlVbnYyN05HUFAvN282WEk4cW43OStvcUlpTGpnL1JDR0FBRHdNdjcrL3JyMDBrdU52bFJXcTFhdEN4NFJPb013QkFDQUYvTHg4VkZBUUlDbnk2Z1J6THZRQ0FBQThEdUVJUUFBWURUQ0VBQUFNQnBoQ0FBQUdJMHdCQUFBakVZWUFnQUFSaU1NQVFBQW94R0dBQUNBMFFoREFBREFhSVFoQUFCZ05NSVFBQUF3R21FSUFBQVlqVEFFQUFDTTVuVmhhUHIwNldyU3BJa0NBZ0lVR3h1cmRldldsV203Zi8zclgvTHo4MVBidG0wcnQwQUFBT0JWdkNvTXBhYW1hdVRJa1pvd1lZSzJiZHVtTGwyNnFFZVBIc3JJeUNoMU82ZlRxZjc5Kyt2NjY2K3Zva29CQUlDMzhLb3c5TUlMTDJqdzRNRzY5OTU3MWFKRkM3MzAwa3VLaW9yU2pCa3pTdDN1Z1FjZVVOKytmUlVYRjFkRmxRSUFBRy9oTldFb0x5OVBXN2R1VlVKQ2dsdDdRa0tDTm16WWNOYnQ1czZkcXg5KytFRlBQZlZVbVk2VG01dXJuSndjdHhjQUFLaTV2Q1lNSFQ1OFdBVUZCUW9QRDNkckR3OFBWMVpXVm9uYi9QZS8vOVhZc1dPMWNPRkMrZm41bGVrNHljbkpjamdjcmxkVVZOUUYxdzRBQUtvdnJ3bERaOWhzTnJkbHk3S0t0VWxTUVVHQit2YnRxMG1USnFsWnMyWmwzdis0Y2VQa2REcGRyMzM3OWwxd3pRQUFvUG9xMjNCSk5SQWFHaXBmWDk5aW8wRFoyZG5GUm9zazZlalJvOXF5Wll1MmJkdW00Y09IUzVJS0N3dGxXWmI4L1B5MGN1VktkZTNhdGRoMmRydGRkcnU5Y2s0Q0FBQlVPMTR6TXVUdjc2L1kyRmlscGFXNXRhZWxwYWx6NTg3RitnY0ZCZW5iYjc5VmVucTY2elZreUJBMWI5NWM2ZW5wNnRpeFkxV1ZEZ0FBcWpHdkdSbVNwTkdqUnlzcEtVbnQyN2RYWEZ5Y1pzMmFwWXlNREEwWk1rUlMwU1d1QXdjT2FONjhlZkx4OFZIcjFxM2R0ZzhMQzFOQVFFQ3hkZ0FBWUM2dkNrT0ppWWs2Y3VTSUprK2VyTXpNVExWdTNWckxseTlYZEhTMEpDa3pNL09jenh3Q0FBRDRQWnRsV1phbmk2ak9jbkp5NUhBNDVIUTZGUlFVNU9seWdHSk81T1dyNVpPZlNwSjJUTzZ1MnY1ZTlXOGNBS2dVNWZuODlwbzVRd0FBQUpXQk1BUUFBSXhHR0FJQUFFWWpEQUVBQUtNUmhnQUFnTkVJUXdBQXdHaUVJUUFBWURUQ0VBQUFNQnBoQ0FBQUdJMHdCQUFBakVZWUFnQUFSaU1NQVFBQW94R0dBQUNBMFFoREFBREFhSVFoQUFCZ05NSVFBQUF3R21FSUFBQVlqVEFFQUFDTVJoZ0NBQUJHSXd3QkFBQ2pFWVlBQUlEUkNFTUFBTUJvaENFQUFHQTB3aEFBQURBYVlRZ0FBQmlOTUFRQUFJeEdHQUlBQUVZakRBRTFTSmJ6bEtkTEFBQ3ZReGdDdk56N1cvZTczdC93d2hxbGZwbmh3V29Bd1BzUWhnQXZsdWs4cWFlV2JIY3RGMXJTK01YL1ZxYnpwQWVyQWdEdlFoZ0N2TmlldzhkVmFMbTNGVmlXOWg0KzRabUNBTUFMRVlZQUw5WWt0STU4Yk81dHZqYWJHb2ZXOWt4QkFPQ0ZDRU9BRjR0MEJHclNMYTFjeXo0MjZabmJXeXZTRWVqQnFnREF1eENHQUMvMzU5aUxYZS8vT2ZvNkpWN1Z5SVBWQUlEM0lRd0JOVWlFSThEVEpRQ0ExeUVNQVFBQW94R0dBQUNBMFFoREFBREFhSVFoQUFCZ05NSVFBQUF3R21FSUFBQVlqVEFFQUFDTVJoZ0NBQUJHSXd3QkFBQ2pFWVlBQUlEUkNFTUFBTUJvaENFQUFHQTB3aEFBQURBYVlRZ0FBQmlOTUFRQUFJeEdHQUlBQUVZakRBRUFBS01SaGdBQWdORUlRd0FBd0doZUY0YW1UNSt1SmsyYUtDQWdRTEd4c1ZxM2J0MVoreTVldkZqZHVuWFRSUmRkcEtDZ0lNWEZ4ZW5UVHordHdtb0JBRUIxNTFWaEtEVTFWU05IanRTRUNSTzBiZHMyZGVuU1JUMTY5RkJHUmthSi9kZXVYYXR1M2JwcCtmTGwycnAxcStMajQ5V3JWeTl0MjdhdGlpc0hBQURWbGMyeUxNdlRSWlJWeDQ0ZDFhNWRPODJZTWNQVjFxSkZDL1h1M1Z2SnljbGwya2VyVnEyVW1KaW9KNTk4c2t6OWMzSnk1SEE0NUhRNkZSUVVkRjUxQTVYcFJGNitXajVaTk9LNVkzSjMxZmIzODNCRkFPQjU1Zm44OXBxUm9ieThQRzNkdWxVSkNRbHU3UWtKQ2Rxd1lVT1o5bEZZV0tpalI0OHFPRGo0ckgxeWMzT1ZrNVBqOWdJQUFEV1gxNFNodzRjUHE2Q2dRT0hoNFc3dDRlSGh5c3JLS3RNK25uLytlUjAvZmx4OSt2UTVhNS9rNUdRNUhBN1hLeW9xNm9McUJnQUExWnZYaEtFemJEYWIyN0psV2NYYVN2TDIyMjlyNHNTSlNrMU5WVmhZMkZuN2pSczNUazZuMC9YYXQyL2ZCZGNNQUFDcUw2K1pYQkFhR2lwZlg5OWlvMERaMmRuRlJvditLRFUxVllNSEQ5YTc3NzZyRzI2NG9kUytkcnRkZHJ2OWd1c0ZBQURld1d0R2h2ejkvUlViRzZ1MHREUzM5clMwTkhYdTNQbXMyNzM5OXRzYU9IQ2czbnJyTGQxODg4MlZYU1lBQVBBeVhqTXlKRW1qUjQ5V1VsS1MycmR2cjdpNE9NMmFOVXNaR1JrYU1tU0lwS0pMWEFjT0hOQzhlZk1rRlFXaC92Mzc2K1dYWDFhblRwMWNvMHFCZ1lGeU9Cd2VPdzhBQUZCOWVGVVlTa3hNMUpFalJ6UjU4bVJsWm1hcWRldldXcjU4dWFLam95VkptWm1aYnM4Y21qbHpwdkx6OHpWczJEQU5HemJNMVQ1Z3dBQ2xwS1JVZGZrQUFLQWE4cXJuREhrQ3p4bENkY2R6aGdDZ3VCcjVuQ0VBQUlES1FCZ0NBQUJHSXd3QkFBQ2pFWVlBQUlEUkNFTUFBTUJvaENFQUFHQTB3aEFBQURBYVlRZ0FBQmlOTUFRQUFJeEdHQUlBQUVZakRBRUFBS01SaGdBQWdORUlRd0FBd0dpRUlRQUFZRFRDRUFBQU1CcGhDQUFBR08yQ3d0Q3BVNmNxcWc0QUFBQ1BLSGNZS2l3czFKUXBVOVN3WVVQVnJWdFh1M2Z2bGlROThjUVRldlBOTnl1OFFBQUFnTXBVN2pBMGRlcFVwYVNrYU5xMGFmTDM5M2UxWDM3NTVYcmpqVGNxdERnQUFJREtWdTR3TkcvZVBNMmFOVXQzMzMyM2ZIMTlYZTF0MnJUUmYvN3pud290RGdBQW9MS1ZPd3dkT0hCQVRaczJMZFplV0ZpbzA2ZFBWMGhSQUFBQVZhWGNZYWhWcTFaYXQyNWRzZlozMzMxWFYxNTVaWVVVQlFBQVVGWDh5cnZCVTA4OXBhU2tKQjA0Y0VDRmhZVmF2SGl4ZHUzYXBYbno1dW5qanordWpCb0JYSWk4NDlJekRZcmVqejhvK2RmeGJEMEFVTTJVZTJTb1Y2OWVTazFOMWZMbHkyV3oyZlRrazA5cTU4NmRXcnAwcWJwMTYxWVpOUUlBQUZTYWNvOE1TVkwzN3QzVnZYdjNpcTRGQUFDZ3l2RUVhZ0FBWURUQ0VBQUFNQnBoQ0FBQUdJMHdCQUFBakVZWUFnQUFSaXYzM1dRRkJRVktTVW5SWjU5OXB1enNiQlVXRnJxdFg3VnFWWVVWQndBQVVObktIWVllZnZoaHBhU2s2T2FiYjFicjFxMWxzOWtxb3k0QUFJQXFVZTR3dEdqUklyM3p6anU2NmFhYktxTWVBQUNBS2xYdU9VUCsvdjRsZmxFckFBQ0FOeXAzR0hya2tVZjA4c3N2eTdLc3lxZ0hBQUNnU3BYN010bjY5ZXUxZXZWcWZmTEpKMnJWcXBWcTFhcmx0bjd4NHNVVlZod0FBRUJsSzNjWXFsKy92bTY3N2JiS3FBVUFBS0RLbFRzTXpaMDd0ekxxQUFBQThBZ2V1Z2dBQUl4VzdwRWhTWHJ2dmZmMHpqdnZLQ01qUTNsNWVXN3J2dnJxcXdvcERBQUFvQ3FVZTJUb2xWZGUwVDMzM0tPd3NEQnQyN1pOSFRwMFVFaElpSGJ2M3EwZVBYcFVSbzBBQUFDVnB0eGhhUHIwNlpvMWE1WmVmZlZWK2Z2NzY5RkhIMVZhV3BwR2pCZ2hwOU5aR1RVQ0FBQlVtbktIb1l5TURIWHUzRm1TRkJnWXFLTkhqMHFTa3BLUzlQYmJiMWRzZFFBQUFKV3MzR0VvSWlKQ1I0NGNrU1JGUjBkcjA2Wk5rcVE5ZS9id0lFWUFBT0IxeWgyR3VuYnRxcVZMbDBxU0JnOGVyRkdqUnFsYnQyNUtURXprK1VNQUFNRHJsUHR1c2xtelpxbXdzRkNTTkdUSUVBVUhCMnY5K3ZYcTFhdVhoZ3daVXVFRkFnQUFWS1p5aHlFZkh4LzUrUHcyb05TblR4LzE2ZE9uUW9zQ0FBQ29LdWYxME1WMTY5YXBYNzkraW91TDA0RURCeVJKOCtmUDEvcjE2eXUwT0FBQWdNcFc3akQwL3Z2dnEzdjM3Z29NRE5TMmJkdVVtNXNyU1RwNjlLaWVlZWFaQ2k4UUFBRFVVTTREMHA2MVJYOTZVTG5EME5TcFUvWDY2NjlyOXV6WmJ0OVkzN2x6WjU0K0RRQUF5dWFyZWRKTHJhVi85Q3I2ODZ0NUhpdWwzR0ZvMTY1ZHV2YmFhNHUxQndVRjZkZGZmNjJJbWdBQVFFM21QQ0F0ZlZpeWltN0lrbFVvTFIzcHNSR2ljb2VoeU1oSWZmLzk5OFhhMTY5ZnI1aVltQW9wQ2dBQTFHQS8vL0JiRURyREtwQiszdTJSY3NvZGhoNTQ0QUU5L1BERDJyeDVzMncybXc0ZVBLaUZDeGRxekpneEdqcDBhR1hVQ0FBQWFwTGdTeVRiSHlLSXpWY0s5c3lnU3JsdnJYLzAwVWZsZERvVkh4K3ZVNmRPNmRwcnI1WGRidGVZTVdNMGZQand5cWdSQUFEVUpJNkdVcStYaXk2TldRVkZRYWpYUzBYdEhuQmV0OVkvL2ZUVE9uejRzTDc0NGd0dDJyUkpodzRkMHBRcFV5cTZ0aEpObno1ZFRabzBVVUJBZ0dKalk3VnUzYnBTKzY5WnMwYXhzYkVLQ0FoUVRFeU1Ybi85OVNxcDgxeE81T1dyOGRobGFqeDJtWFlmT3VicGNnQUFxRnJ0K2tzanY1VUdmRnowWjd2K0hpdmx2TUtRSk5XdVhWdnQyN2RYaHc0ZFZMZHUzWXFzNmF4U1UxTTFjdVJJVFpnd1FkdTJiVk9YTGwzVW8wY1BaV1JrbE5oL3o1NDl1dW1tbTlTbFN4ZHQyN1pONDhlUDE0Z1JJL1QrKys5WFNiMmxlWC9yZnRmN0cxNVlvOVF2LzNBTzFlUjJRd0FBS28yam9kU2tpOGRHaE02d1dXWDhkdFZCZ3dhVmFZZHo1c3k1b0lKSzA3RmpSN1ZyMTA0elpzeHd0YlZvMFVLOWUvZFdjbkp5c2Y2UFBmYVlsaXhab3AwN2Q3cmFoZ3dab3ErLy9sb2JOMjRzMHpGemNuTGtjRGprZERvVkZCUjA0U2NoS2RONVVsZi9kWlVLZi9lVDk3WFp0SDVzdkNJZGdkSVhzNlhsWTRwVzJIeUtoaEk5bUpoUnZaM0l5MWZMSnorVkpPMlkzRjIxL2Y5dzlUdnZ1UFJNZzZMMzR3OUsvbldxdUVJQXFIcmwrZnd1ODV5aGxKUVVSVWRINjhvcnIvVEl0OVBuNWVWcDY5YXRHanQyckZ0N1FrS0NObXpZVU9JMkd6ZHVWRUpDZ2x0YjkrN2Q5ZWFiYityMDZkTnV6MGs2SXpjMzEvVWdTYW5vaDFuUjlodys3aGFFSktuQXNyVDM4QWxGNm1mcGswZC9XM0htZHNOTHJ2ZDRjZ1pRODUwelhBUGxsT2s4cVQySGo2dEphSjJpZi9CWFEyWCtMUjh5WklnV0xWcWszYnQzYTlDZ1FlclhyNStDZzRNcnN6WTNodzhmVmtGQmdjTER3OTNhdzhQRGxaV1ZWZUkyV1ZsWkpmYlB6OC9YNGNPSEZSa1pXV3liNU9Sa1RabzBxZUlLTDBHVDBEcnlzYW5ZeUZEajBOclN6OXZQZnJzaFlRZ2xxTzN2cDcxL3ZkblRaYUFHeW5LZVVzeEZmNWdHd1VnanltSCt4cjE2NHFQdGtpUWZtNVI4KytWS3ZLcVJoNnNxcnN4emhxWlBuNjdNekV3OTl0aGpXcnAwcWFLaW90U25UeDk5K3VtblZUcFNaTFBaM0pZdHl5cldkcTcrSmJXZk1XN2NPRG1kVHRkcjM3NTlGMWh4Y1pHT1FDWGZmcmw4Lzc4R1g1dE56OXpldWlneFY3UGJEUUdZNVp6ekdYOHY1MkFWVkFSdmxlazhxYWVXYkhjdEYxclMrTVgvVnFienBBZXJLbG01SmxEYjdYYmRkZGRkU2t0TDA0NGRPOVNxVlNzTkhUcFUwZEhST25hc2N1K0lDZzBObGErdmI3RlJvT3pzN0dLalAyZEVSRVNVMk4vUHowOGhJU0VsYm1PMzJ4VVVGT1QycWd5SlZ6WFMrckh4ZXZ1K1Rsby9OdjYzcE94b0tQV1k5bHRIRDk5dUNNQWNaZnJ3U24vcnQvZXZkZkRvVnlpZ2VpdHRTa2gxYzk1M2s5bHNOdGxzTmxtV3BjTEN3bk52Y0lIOC9mMFZHeHVydExRMHQvYTB0RFIxN3R5NXhHM2k0dUtLOVYrNWNxWGF0MjlmNG55aHFoYnBDRlRjSlNIRnI2RjJ1RThhdGFOYTNHNEl3QnpuL1BCeUhpaDVUaU4zdmFJRVo2YUUvSjVyU2tnMVU2NHdsSnVicTdmZmZsdmR1blZUOCtiTjllMjMzK3JWVjE5VlJrWkdsZHhlUDNyMGFMM3h4aHVhTTJlT2R1N2NxVkdqUmlrakkwTkRoZ3lSVkhTSnEzLy8zNExEa0NGRDlPT1BQMnIwNk5IYXVYT241c3lab3pmZmZGTmp4b3lwOUZvdldEVzUzUkNBT2M3NTRWWE52a0lCMVZ1cFUwS3FtVEpQb0I0NmRLZ1dMVnFrUm8wYTZaNTc3dEdpUll2T2VxbXBzaVFtSnVySWtTT2FQSG15TWpNejFicDFheTFmdmx6UjBkR1NwTXpNVExkbkRqVnAwa1RMbHkvWHFGR2o5TnBycjZsQmd3WjY1WlZYOU9jLy83bEs2d1lBYnhEcENOU2tXMXE1VFhoMSsvQTZNNmZ4OTRHSU9ZMG9SZUpWalhSdHM0dTA5L0FKTlE2dFhTMkRrRlNPNXd6NStQaW9VYU5HdXZMS0swdWRzTHg0OGVJS0s2NDZxSXpuREFGVmlydC9VQTYvdjdWKzFTUFhGYitiek8wNWFQOC9wNUZMK2FpR0t1VTVRLzM3OXk4MUJBRUF2Tjg1SDlYUTRUNnArVTFGbDhhQ1k3aVVqeHFoWEE5ZEJBQkFqb2FFSU5RbzUzMDNHUUFBUUUxQUdBSUFBRVlqREFFQUFLTVJoZ0FBZ05FSVF3QUF3R2lFSVFBQVlEVENFQUFBTUJwaENBQUFHSTB3QkFBQWpFWVlBZ0FBUmlNTUFRQUFveEdHQUFDQTBRaERBQURBYUlRaEFBQmdOTUlRQUFBd0dtRUlBQUFZalRBRUFBQ01SaGdDQUFCR0l3d0JBQUNqRVlZQUFJRFJDRU1BQU1Cb2hDRUFBR0Ewd2hBQUFEQWFZUWdBQUJpTk1BUUFBSXhHR0FJQUFFWWpEQUVBQUtNUmhnQUFnTkVJUXdBQXdHaUVJUUFBWURUQ0VBQUFNQnBoQ0FBQUdJMHdCQUFBakVZWUFnQUFSaU1NQVFBQW94R0dBQUNBMFFoREFBREFhSVFoQUFCZ05NSVFBQUF3R21FSUFBQVlqVEFFQUFDTVJoZ0NBQUJHSXd3QkFBQ2pFWVlBQUlEUkNFTUFBTUJvaENIQUpEa0hQVjBCQUZRN2hDR2dwa3QvNjdmM3IzV1F2cHJudVZvQW9Cb2lEQUUxbWZPQTlNbWp2eTFiaGRMU2tVWHRBQUJKaENHZ1p2djVoNklBOUh0V2dmVHpicy9VQXdEVkVHRUlxTW1DTDVGc2YvamYzT1lyQmNkNHBoNEFxSVlJUTBCTjVtZ285WmoyMjdMTlYrcjFVbEU3QUVBU1lRaW8rZHIyL2UzOXNNMVN1LzZlcXdVQXFpR3ZDVU8vL1BLTGtwS1M1SEE0NUhBNGxKU1VwRjkvL2ZXcy9VK2ZQcTNISG50TWwxOSt1ZXJVcWFNR0RScW9mLy8rT25pUVc0dGhzS0FHbnE0QUFLb2Ryd2xEZmZ2MlZYcDZ1bGFzV0tFVksxWW9QVDFkU1VsSlorMS80c1FKZmZYVlYzcmlpU2YwMVZkZmFmSGl4ZnJ1dSs5MHl5MjNWR0hWQUFDZ3V2UHpkQUZsc1hQblRxMVlzVUtiTm0xU3g0NGRKVW16Wjg5V1hGeWNkdTNhcGViTm14ZmJ4dUZ3S0MwdHphM3Q3My8vdXpwMDZLQ01qQXcxYXRTb1Ntb0hBQURWbTFlTURHM2N1RkVPaDhNVmhDU3BVNmRPY2pnYzJyQmhRNW4zNDNRNlpiUFpWTDkrL2JQMnljM05WVTVPanRzTEFBRFVYRjRSaHJLeXNoUVdGbGFzUFN3c1RGbFpXV1hheDZsVHB6UjI3RmoxN2R0WFFVRkJaKzJYbkp6c21wZmtjRGdVRlJWMTNuVURBSURxejZOaGFPTEVpYkxaYktXK3RtelpJa215Mld6RnRyY3NxOFQyUHpwOStyVHV2UE5PRlJZV2F2cjA2YVgySFRkdW5KeE9wK3UxYjkrKzh6czVBQURnRlR3NloyajQ4T0c2ODg0N1MrM1R1SEZqZmZQTk4vcnBwNStLclR0MDZKREN3OE5MM2Y3MDZkUHEwNmVQOXV6Wm8xV3JWcFU2S2lSSmRydGRkcnY5M01VREFJQWF3YU5oS0RRMFZLR2hvZWZzRnhjWEo2ZlRxUysrK0VJZE9uU1FKRzNldkZsT3AxT2RPM2MrNjNabmd0Qi8vL3RmclY2OVdpRWhJUlZXT3dBQXFCbThZczVRaXhZdGRPT05OK3ErKys3VHBrMmJ0R25USnQxMzMzM3EyYk9uMjUxa2wxMTJtVDc0NEFOSlVuNSt2dTY0NHc1dDJiSkZDeGN1VkVGQmdiS3lzcFNWbGFXOHZEeFBuUW9BQUtobXZDSU1TZExDaFF0MStlV1hLeUVoUVFrSkNXclRwbzNtejUvdjFtZlhybDF5T3AyU3BQMzc5MnZKa2lYYXYzKy8yclp0cThqSVNOZXJQSGVnQVFDQW1zMHJuak1rU2NIQndWcXdZRUdwZlN6TGNyMXYzTGl4MnpJQUFFQkp2R1prQ0FBQW9ESVFoZ0FBZ05FSVF3QUF3R2lFSVFBQVlEVENFQUFBTUJwaENBQUFHSTB3QkFBQWpFWVlBZ0FBUmlNTUFRQUFveEdHQUFDQTBRaERBQURBYUlRaEFBQmdOTUlRQUFBd0dtRUlBQUFZalRBRUFBQ01SaGdDQUFCR0l3d0JBQUNqRVlZQUFJRFJDRU1BQU1Cb2hDRUFBR0Ewd2hBQUFEQWFZUWdBQUJpTk1BUUFBSXhHR0FJQUFFWWpEQUVBQUtNUmhnQUFnTkVJUXdBQXdHaUVJUUFBWURUQ0VBQUFNQnBoQ0FBQUdJMHdCQUFBakVZWUFnQUFSaU1NQVFBQW94R0dBQUNBMFFoREFBREFhSVFoQUFCZ05NSVFBQUF3R21FSUFBQVlqVEFFQUFDTVJoZ0NBQUJHSXd3QkFBQ2pFWVlBQUlEUkNFTUFBTUJvaENFQUFHQTB3aEFBQURBYVlRZ0FBQmlOTUFRQUFJeEdHQUlBQUVZakRBRUFBS01SaGdBQWdORUlRd0FBd0dpRUlRQUFZRFRDRUFBQU1CcGhDQUFBR00xcnd0QXZ2L3lpcEtRa09Sd09PUndPSlNVbDZkZGZmeTN6OWc4ODhJQnNOcHRlZXVtbFNxc1JBQUI0SDY4SlEzMzc5bFY2ZXJwV3JGaWhGU3RXS0QwOVhVbEpTV1hhOXNNUFA5VG16WnZWb0VHRFNxNFNBQUI0R3o5UEYxQVdPM2Z1MUlvVks3UnAweVoxN05oUmtqUjc5bXpGeGNWcDE2NWRhdDY4K1ZtM1BYRGdnSVlQSDY1UFAvMVVOOTk4YzFXVkRBQUF2SVJYakF4dDNMaFJEb2ZERllRa3FWT25Ubkk0SE5xd1ljTlp0eXNzTEZSU1VwTCs4cGUvcUZXclZtVTZWbTV1cm5KeWN0eGVBQUNnNXZLS01KU1ZsYVd3c0xCaTdXRmhZY3JLeWpycmRzOCsrNno4L1B3MFlzU0lNaDhyT1RuWk5TL0o0WEFvS2lycXZHb0dBQURld2FOaGFPTEVpYkxaYktXK3RtelpJa215Mld6RnRyY3NxOFIyU2RxNmRhdGVmdmxscGFTa25MVlBTY2FOR3llbjArbDY3ZHUzNy94T0RnQUFlQVdQemhrYVBueTQ3cnp6emxMN05HN2NXTjk4ODQxKyt1bW5ZdXNPSFRxazhQRHdFcmRidDI2ZHNyT3oxYWhSSTFkYlFVR0JIbm5rRWIzMDBrdmF1M2R2aWR2WjdYYlo3ZmF5bndRQUFQQnFIZzFEb2FHaENnME5QV2UvdUxnNE9aMU9mZkhGRityUW9ZTWthZlBtelhJNm5lcmN1WE9KMnlRbEplbUdHMjV3YSt2ZXZidVNrcEowenozM1hIanhBQUNnUnZDS3U4bGF0R2loRzIrOFVmZmRkNTltenB3cFNici8vdnZWczJkUHR6dkpMcnZzTWlVbkordTIyMjVUU0VpSVFrSkMzUFpUcTFZdFJVUkVsSHIzR1FBQU1JdFhUS0NXcElVTEYrcnl5eTlYUWtLQ0VoSVMxS1pORzgyZlA5K3R6NjVkdStSME9qMVVJUUFBOEVaZU1USWtTY0hCd1Zxd1lFR3BmU3pMS25YOTJlWUpBUUFBYzNuTnlCQUFBRUJsSUF3QkFBQ2pFWVlBQUlEUkNFTUFBTUJvaENFQUFHQTB3aEFBQURBYVlRZ0FBQmlOTUFRQUFJeEdHQUlBQUVZakRBRUFBS01SaGdBQWdORUlRd0FBd0dpRUlRQUFZRFN2K2RaNkFPZkp2NDQwMGVucEtnQ2cybUprQ0FBQUdJMHdCQUFBakVZWUFnQUFSaU1NQVFBQW94R0dBQUNBMFFoREFBREFhSVFoQUFCZ05NSVFBQUF3R21FSUFBQVlqVEFFQUFDTVJoZ0NBQUJHSXd3QkFBQ2pFWVlBQUlEUkNFTUFBTUJvaENFQUFHQTBQMDhYVU4xWmxpVkp5c25KOFhBbEFBQ2dyTTU4YnAvNUhDOE5ZZWdjamg0OUtrbUtpb3J5Y0NVQUFLQzhqaDQ5S29mRFVXb2ZtMVdXeUdTd3dzSkNIVHg0VVBYcTFaUE5acXUwNCtUazVDZ3FLa3I3OXUxVFVGQlFwUjBIWnVEM0NSV0ozeWRVcEtyNmZiSXNTMGVQSGxXREJnM2s0MVA2ckNCR2hzN0J4OGRIRjE5OGNaVWRMeWdvaUw5c1VHSDRmVUpGNHZjSkZha3FmcC9PTlNKMEJoT29BUUNBMFFoREFBREFhSVNoYXNKdXQrdXBwNTZTM1c3M2RDbW9BZmg5UWtYaTl3a1ZxVHIrUGpHQkdnQUFHSTJSSVFBQVlEVENFQUFBTUJwaENBQUFHSTB3QkFBQWpFWVlxaWFtVDUrdUprMmFLQ0FnUUxHeHNWcTNicDJuUzRJWFdydDJyWHIxNnFVR0RScklaclBwd3c4LzlIUko4R0xKeWNtNjZxcXJWSzllUFlXRmhhbDM3OTdhdFd1WHA4dUNGNW94WTRiYXRHbmpldEJpWEZ5Y1B2bmtFMCtYNVVJWXFnWlNVMU0xY3VSSVRaZ3dRZHUyYlZPWExsM1VvMGNQWldSa2VMbzBlSm5qeDQvcmlpdXUwS3V2dnVycFVsQURyRm16UnNPR0RkT21UWnVVbHBhbS9QeDhKU1FrNlBqeDQ1NHVEVjdtNG9zdjFsLy8rbGR0MmJKRlc3WnNVZGV1WFhYcnJiZHErL2J0bmk1TkVyZldWd3NkTzNaVXUzYnROR1BHREZkYml4WXQxTHQzYnlVbkozdXdNbmd6bTgybUR6NzRRTDE3OS9aMEthZ2hEaDA2cExDd01LMVpzMGJYWG51dHA4dUJsd3NPRHRaenp6Mm53WU1IZTdvVVJvWThMUzh2VDF1M2JsVkNRb0piZTBKQ2dqWnMyT0NocWdDZ09LZlRLYW5vUXd3NFh3VUZCVnEwYUpHT0h6K3V1TGc0VDVjamlTOXE5YmpEaHcrcm9LQkE0ZUhoYnUzaDRlSEt5c3J5VUZVQTRNNnlMSTBlUFZyWFhIT05XcmR1N2VseTRJVysvZlpieGNYRjZkU3BVNnBidDY0KytPQUR0V3paMHRObFNTSU1WUnMybTgxdDJiS3NZbTBBNENuRGh3L1hOOTk4by9YcjEzdTZGSGlwNXMyYkt6MDlYYi8rK3F2ZWYvOTlEUmd3UUd2V3JLa1dnWWd3NUdHaG9hSHk5ZlV0TmdxVW5aMWRiTFFJQUR6aG9ZY2UwcElsUzdSMjdWcGRmUEhGbmk0SFhzcmYzMTlObXphVkpMVnYzMTVmZnZtbFhuNzVaYzJjT2RQRGxURm55T1A4L2YwVkd4dXJ0TFEwdC9hMHREUjE3dHpaUTFVQlFORUk5ZkRodzdWNDhXS3RXclZLVFpvMDhYUkpxRUVzeTFKdWJxNm55NURFeUZDMU1IcjBhQ1VsSmFsOSsvYUtpNHZUckZtemxKR1JvU0ZEaG5pNk5IaVpZOGVPNmZ2dnYzY3Q3OW16UitucDZRb09EbGFqUm8wOFdCbTgwYkJody9UV1cyL3BvNDgrVXIxNjlWd2oyQTZIUTRHQmdSNnVEdDVrL1BqeDZ0R2poNktpb25UMDZGRXRXclJJbjMvK3VWYXNXT0hwMGlSeGEzMjFNWDM2ZEUyYk5rMlptWmxxM2JxMVhuenhSVzVkUmJsOS92bm5pbytQTDlZK1lNQUFwYVNrVkgxQjhHcG5tN2M0ZCs1Y0RSdzRzR3FMZ1ZjYlBIaXdQdnZzTTJWbVpzcmhjS2hObXpaNjdMSEgxSzFiTjArWEpva3dCQUFBRE1lY0lRQUFZRFRDRUFBQU1CcGhDQUFBR0kwd0JBQUFqRVlZQWdBQVJpTU1BUUFBb3hHR0FBQ0EwUWhEQUx6QzNyMTdaYlBabEo2ZTd1bFNsSktTb3ZyMTYzdTZEQUFWaERBRXdPTUdEaHdvbTgzbWVvV0VoT2pHRzIvVU45OTg0K29URlJYbGVrTDdoYkRaYlByd3d3OHZzR0lBTlFsaENFQzFjT09OTnlvek0xT1ptWm42N0xQUDVPZm5wNTQ5ZTdyVysvcjZLaUlpUW41K2ZLVWlnSXBGR0FKUUxkanRka1ZFUkNnaUlrSnQyN2JWWTQ4OXBuMzc5dW5Rb1VPU2lsOG0rL3p6ejJXejJmVFpaNStwZmZ2MnFsMjd0anAzN3F4ZHUzYVYrWmhuOXJsNDhXTEZ4OGVyZHUzYXV1S0tLN1J4NDBhM2Zpa3BLV3JVcUpGcTE2NnQyMjY3VFVlT0hDbTJyNlZMbHlvMk5sWUJBUUdLaVluUnBFbVRsSitmTDBtYVBIbXlHalJvNExiZExiZmNvbXV2dlZhRmhZWGwvVkVCcUdDRUlRRFZ6ckZqeDdSdzRVSTFiZHBVSVNFaHBmYWRNR0dDbm4vK2VXM1pza1YrZm40YU5HaFF1WTgzWWNJRWpSa3pSdW5wNldyV3JKbnV1dXN1VjVEWnZIbXpCZzBhcEtGRGh5bzlQVjN4OGZHYU9uV3EyL2FmZnZxcCt2WHJweEVqUm1qSGpoMmFPWE9tVWxKUzlQVFRUN3YyMzdoeFk5MTc3NzJTcE5kZmYxMXIxNjdWL1BuejVlUERYOE9BeDFrQTRHRURCZ3l3ZkgxOXJUcDE2bGgxNnRTeEpGbVJrWkhXMXExYlhYMzI3TmxqU2JLMmJkdG1XWlpsclY2OTJwSmsvZk9mLzNUMVdiWnNtU1hKT25ueTVGbVBKY242NElNUDNQYjV4aHR2dU5adjM3N2RrbVR0M0xuVHNpekx1dXV1dTZ3YmI3elJiUitKaVltV3crRndMWGZwMHNWNjVwbG4zUHJNbnovZmlveU1kQzMvOE1NUFZyMTY5YXpISG52TXFsMjd0clZnd1lLeS9YQUFWRHIrU1FLZ1dvaVBqMWQ2ZXJyUzA5TzFlZk5tSlNRa3FFZVBIdnJ4eHg5TDNhNU5temF1OTVHUmtaS2s3T3pzY2gyN3RIM3MzTGxUY1hGeGJ2My91THgxNjFaTm5qeFpkZXZXZGIzdXUrOCtaV1ptNnNTSkU1S2ttSmdZL2UxdmY5T3p6ejZyWHIxNjZlNjc3eTVYalFBcUR6TVJBVlFMZGVyVVVkT21UVjNMc2JHeGNqZ2NtajE3ZHJITFVyOVhxMVl0MTN1YnpTWko1WjZIVTlvK0xNczY1L2FGaFlXYU5HbVNici85OW1MckFnSUNYTy9YcmwwclgxOWY3ZDI3Vi9uNStVd0dCNm9KUm9ZQVZFczJtMDArUGo0NmVmS2tSK3RvMmJLbE5tM2E1TmIyeCtWMjdkcHAxNjVkYXRxMGFiSFhtVGxCcWFtcFdyeDRzVDcvL0hQdDI3ZFBVNlpNcWJKekFGQTYvbGtDb0ZySXpjMVZWbGFXSk9tWFgzN1JxNisrcW1QSGpxbFhyMTRlcld2RWlCSHEzTG16cGsyYnB0NjllMnZseXBWYXNXS0ZXNThubjN4U1BYdjJWRlJVbFA3M2YvOVhQajQrK3VhYmIvVHR0OTlxNnRTcDJyOS92eDU4OEVFOSsreXp1dWFhYTVTU2txS2JiNzVaUFhyMFVLZE9uVHgwWmdET1lHUUlRTFd3WXNVS1JVWkdLakl5VWgwN2R0U1hYMzZwZDk5OVYzLzYwNTg4V2xlblRwMzB4aHR2Nk85Ly83dmF0bTJybFN0WDZ2SEhIM2ZyMDcxN2QzMzg4Y2RLUzB2VFZWZGRwVTZkT3VtRkYxNVFkSFMwTE12U3dJRUQxYUZEQncwZlBseVMxSzFiTncwZlBsejkrdlhUc1dQSFBIRmFBSDdIWnBYbGdqZ0FBRUFOeGNnUUFBQXdHbUVJQUFBWWpUQUVBQUNNUmhnQ0FBQkdJd3dCQUFDakVZWUFBSURSQ0VNQUFNQm9oQ0VBQUdBMHdoQUFBREFhWVFnQUFCaU5NQVFBQUl4R0dBSUFBRWI3UDhGenhCZGdaMElJQUFBQUFFbEZUa1N1UW1DQyIsCi0gICAgICAidGV4dC9wbGFpbiI6IFsKLSAgICAgICAiPEZpZ3VyZSBzaXplIDY0MHg0ODAgd2l0aCAxIEF4ZXM+IgotICAgICAgXQotICAgICB9LAotICAgICAibWV0YWRhdGEiOiB7fSwKLSAgICAgIm91dHB1dF90eXBlIjogImRpc3BsYXlfZGF0YSIKLSAgICB9Ci0gICBdLAorICAgIm91dHB1dHMiOiBbXSwKICAgICJzb3VyY2UiOiBbCiAgICAgInggPSBucC5hcmFuZ2UoZ1tcIm1lYW5fZTFcIl0uc2l6ZSlcbiIsCiAgICAgImUxID0gZ1tcIm1lYW5fZTFcIl1bOl1cbiIsCkBAIC02NzksMjcgKzQ4MiwxMCBAQAogICB9LAogICB7CiAgICAiY2VsbF90eXBlIjogImNvZGUiLAotICAgImV4ZWN1dGlvbl9jb3VudCI6IDEwLAorICAgImV4ZWN1dGlvbl9jb3VudCI6IG51bGwsCiAgICAiaWQiOiAiMmZmYzNmN2QiLAogICAgIm1ldGFkYXRhIjoge30sCi0gICAib3V0cHV0cyI6IFsKLSAgICB7Ci0gICAgICJlbmFtZSI6ICJGaWxlTm90Rm91bmRFcnJvciIsCi0gICAgICJldmFsdWUiOiAiW0Vycm5vIDJdIFVuYWJsZSB0byBzeW5jaHJvbm91c2x5IG9wZW4gZmlsZSAodW5hYmxlIHRvIG9wZW4gZmlsZTogbmFtZSA9ICcuL2RhdGEvZXhhbXBsZS9vdXRwdXRzX21ldGFkZXRlY3QvbGVuc19waG90b3pfcGRmcy5oZGY1JywgZXJybm8gPSAyLCBlcnJvciBtZXNzYWdlID0gJ05vIHN1Y2ggZmlsZSBvciBkaXJlY3RvcnknLCBmbGFncyA9IDAsIG9fZmxhZ3MgPSAwKSIsCi0gICAgICJvdXRwdXRfdHlwZSI6ICJlcnJvciIsCi0gICAgICJ0cmFjZWJhY2siOiBbCi0gICAgICAiXHUwMDFiWzA7MzFtLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tXHUwMDFiWzBtIiwKLSAgICAgICJcdTAwMWJbMDszMW1GaWxlTm90Rm91bmRFcnJvclx1MDAxYlswbSAgICAgICAgICAgICAgICAgICAgICAgICBUcmFjZWJhY2sgKG1vc3QgcmVjZW50IGNhbGwgbGFzdCkiLAotICAgICAgIkNlbGwgXHUwMDFiWzA7MzJtSW5bMTBdLCBsaW5lIDFcdTAwMWJbMG1cblx1MDAxYlswOzMybS0tLS0+IDFcdTAwMWJbMG0gbGVuc19wZGZzIFx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bSBcdTAwMWJbNDNtaDVweVx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtLlx1MDAxYlszOTs0OW1cdTAwMWJbNDNtRmlsZVx1MDAxYls0OW1cdTAwMWJbNDNtKFx1MDAxYls0OW1cdTAwMWJbMzg7NTsxMjQ7NDNtXCJcdTAwMWJbMzk7NDltXHUwMDFiWzM4OzU7MTI0OzQzbS4vZGF0YS9leGFtcGxlL291dHB1dHNfbWV0YWRldGVjdC9sZW5zX3Bob3Rvel9wZGZzLmhkZjVcdTAwMWJbMzk7NDltXHUwMDFiWzM4OzU7MTI0OzQzbVwiXHUwMDFiWzM5OzQ5bVx1MDAxYls0M20pXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgICAgMlx1MDAxYlswbSBcdTAwMWJbMzg7NTsyOG1wcmludFx1MDAxYlszOW0oXHUwMDFiWzM4OzU7MTI0bVwiXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1Sb290Olx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtXCJcdTAwMWJbMzltLCBsZW5zX3BkZnNcdTAwMWJbMzg7NTsyNDFtLlx1MDAxYlszOW1rZXlzKCkpIFxuXHUwMDFiWzE7MzJtICAgICAgNFx1MDAxYlswbSBncm91cCBcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW0gbGVuc19wZGZzW1x1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1kYXRhXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bV1cbiIsCi0gICAgICAiRmlsZSBcdTAwMWJbMDszMm0vcGJzL3Rocm9uZy9sc3N0L3VzZXJzL21yaWNjaS9kZXNjL1RYUGlwZS9jb25kYS9saWIvcHl0aG9uMy4xMC9zaXRlLXBhY2thZ2VzL2g1cHkvX2hsL2ZpbGVzLnB5OjU2MVx1MDAxYlswbSwgaW4gXHUwMDFiWzA7MzZtRmlsZS5fX2luaXRfX1x1MDAxYlswOzM0bShzZWxmLCBuYW1lLCBtb2RlLCBkcml2ZXIsIGxpYnZlciwgdXNlcmJsb2NrX3NpemUsIHN3bXIsIHJkY2NfbnNsb3RzLCByZGNjX25ieXRlcywgcmRjY193MCwgdHJhY2tfb3JkZXIsIGZzX3N0cmF0ZWd5LCBmc19wZXJzaXN0LCBmc190aHJlc2hvbGQsIGZzX3BhZ2Vfc2l6ZSwgcGFnZV9idWZfc2l6ZSwgbWluX21ldGFfa2VlcCwgbWluX3Jhd19rZWVwLCBsb2NraW5nLCBhbGlnbm1lbnRfdGhyZXNob2xkLCBhbGlnbm1lbnRfaW50ZXJ2YWwsIG1ldGFfYmxvY2tfc2l6ZSwgKiprd2RzKVx1MDAxYlswbVxuXHUwMDFiWzE7MzJtICAgIDU1Mlx1MDAxYlswbSAgICAgZmFwbCBcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW0gbWFrZV9mYXBsKGRyaXZlciwgbGlidmVyLCByZGNjX25zbG90cywgcmRjY19uYnl0ZXMsIHJkY2NfdzAsXG5cdTAwMWJbMTszMm0gICAgNTUzXHUwMDFiWzBtICAgICAgICAgICAgICAgICAgICAgIGxvY2tpbmcsIHBhZ2VfYnVmX3NpemUsIG1pbl9tZXRhX2tlZXAsIG1pbl9yYXdfa2VlcCxcblx1MDAxYlsxOzMybSAgICA1NTRcdTAwMWJbMG0gICAgICAgICAgICAgICAgICAgICAgYWxpZ25tZW50X3RocmVzaG9sZFx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bWFsaWdubWVudF90aHJlc2hvbGQsXG5cdTAwMWJbMTszMm0gICAgNTU1XHUwMDFiWzBtICAgICAgICAgICAgICAgICAgICAgIGFsaWdubWVudF9pbnRlcnZhbFx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bWFsaWdubWVudF9pbnRlcnZhbCxcblx1MDAxYlsxOzMybSAgICA1NTZcdTAwMWJbMG0gICAgICAgICAgICAgICAgICAgICAgbWV0YV9ibG9ja19zaXplXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltbWV0YV9ibG9ja19zaXplLFxuXHUwMDFiWzE7MzJtICAgIDU1N1x1MDAxYlswbSAgICAgICAgICAgICAgICAgICAgICBcdTAwMWJbMzg7NTsyNDFtKlx1MDAxYlszOW1cdTAwMWJbMzg7NTsyNDFtKlx1MDAxYlszOW1rd2RzKVxuXHUwMDFiWzE7MzJtICAgIDU1OFx1MDAxYlswbSAgICAgZmNwbCBcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW0gbWFrZV9mY3BsKHRyYWNrX29yZGVyXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltdHJhY2tfb3JkZXIsIGZzX3N0cmF0ZWd5XHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltZnNfc3RyYXRlZ3ksXG5cdTAwMWJbMTszMm0gICAgNTU5XHUwMDFiWzBtICAgICAgICAgICAgICAgICAgICAgIGZzX3BlcnNpc3RcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW1mc19wZXJzaXN0LCBmc190aHJlc2hvbGRcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW1mc190aHJlc2hvbGQsXG5cdTAwMWJbMTszMm0gICAgNTYwXHUwMDFiWzBtICAgICAgICAgICAgICAgICAgICAgIGZzX3BhZ2Vfc2l6ZVx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bWZzX3BhZ2Vfc2l6ZSlcblx1MDAxYlswOzMybS0tPiA1NjFcdTAwMWJbMG0gICAgIGZpZCBcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW0gXHUwMDFiWzQzbW1ha2VfZmlkXHUwMDFiWzQ5bVx1MDAxYls0M20oXHUwMDFiWzQ5bVx1MDAxYls0M21uYW1lXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVx1MDAxYls0M20gXHUwMDFiWzQ5bVx1MDAxYls0M21tb2RlXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVx1MDAxYls0M20gXHUwMDFiWzQ5bVx1MDAxYls0M211c2VyYmxvY2tfc2l6ZVx1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cdTAwMWJbNDNtIFx1MDAxYls0OW1cdTAwMWJbNDNtZmFwbFx1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cdTAwMWJbNDNtIFx1MDAxYls0OW1cdTAwMWJbNDNtZmNwbFx1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cdTAwMWJbNDNtIFx1MDAxYls0OW1cdTAwMWJbNDNtc3dtclx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtPVx1MDAxYlszOTs0OW1cdTAwMWJbNDNtc3dtclx1MDAxYls0OW1cdTAwMWJbNDNtKVx1MDAxYls0OW1cblx1MDAxYlsxOzMybSAgICA1NjNcdTAwMWJbMG0gXHUwMDFiWzM4OzU7Mjg7MDFtaWZcdTAwMWJbMzk7MDBtIFx1MDAxYlszODs1OzI4bWlzaW5zdGFuY2VcdTAwMWJbMzltKGxpYnZlciwgXHUwMDFiWzM4OzU7MjhtdHVwbGVcdTAwMWJbMzltKTpcblx1MDAxYlsxOzMybSAgICA1NjRcdTAwMWJbMG0gICAgIFx1MDAxYlszODs1OzI4bXNlbGZcdTAwMWJbMzltXHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltX2xpYnZlciBcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW0gbGlidmVyXG4iLAotICAgICAgIkZpbGUgXHUwMDFiWzA7MzJtL3Bicy90aHJvbmcvbHNzdC91c2Vycy9tcmljY2kvZGVzYy9UWFBpcGUvY29uZGEvbGliL3B5dGhvbjMuMTAvc2l0ZS1wYWNrYWdlcy9oNXB5L19obC9maWxlcy5weToyMzVcdTAwMWJbMG0sIGluIFx1MDAxYlswOzM2bW1ha2VfZmlkXHUwMDFiWzA7MzRtKG5hbWUsIG1vZGUsIHVzZXJibG9ja19zaXplLCBmYXBsLCBmY3BsLCBzd21yKVx1MDAxYlswbVxuXHUwMDFiWzE7MzJtICAgIDIzM1x1MDAxYlswbSAgICAgXHUwMDFiWzM4OzU7Mjg7MDFtaWZcdTAwMWJbMzk7MDBtIHN3bXIgXHUwMDFiWzM4OzU7MTI5OzAxbWFuZFx1MDAxYlszOTswMG0gc3dtcl9zdXBwb3J0OlxuXHUwMDFiWzE7MzJtICAgIDIzNFx1MDAxYlswbSAgICAgICAgIGZsYWdzIFx1MDAxYlszODs1OzI0MW18XHUwMDFiWzM5bVx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bSBoNWZcdTAwMWJbMzg7NTsyNDFtLlx1MDAxYlszOW1BQ0NfU1dNUl9SRUFEXG5cdTAwMWJbMDszMm0tLT4gMjM1XHUwMDFiWzBtICAgICBmaWQgXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltIFx1MDAxYls0M21oNWZcdTAwMWJbNDltXHUwMDFiWzM4OzU7MjQxOzQzbS5cdTAwMWJbMzk7NDltXHUwMDFiWzQzbW9wZW5cdTAwMWJbNDltXHUwMDFiWzQzbShcdTAwMWJbNDltXHUwMDFiWzQzbW5hbWVcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXHUwMDFiWzQzbSBcdTAwMWJbNDltXHUwMDFiWzQzbWZsYWdzXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVx1MDAxYls0M20gXHUwMDFiWzQ5bVx1MDAxYls0M21mYXBsXHUwMDFiWzQ5bVx1MDAxYlszODs1OzI0MTs0M209XHUwMDFiWzM5OzQ5bVx1MDAxYls0M21mYXBsXHUwMDFiWzQ5bVx1MDAxYls0M20pXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgIDIzNlx1MDAxYlswbSBcdTAwMWJbMzg7NTsyODswMW1lbGlmXHUwMDFiWzM5OzAwbSBtb2RlIFx1MDAxYlszODs1OzI0MW09PVx1MDAxYlszOW0gXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bXIrXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bTpcblx1MDAxYlsxOzMybSAgICAyMzdcdTAwMWJbMG0gICAgIGZpZCBcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW0gaDVmXHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltb3BlbihuYW1lLCBoNWZcdTAwMWJbMzg7NTsyNDFtLlx1MDAxYlszOW1BQ0NfUkRXUiwgZmFwbFx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bWZhcGwpXG4iLAotICAgICAgIkZpbGUgXHUwMDFiWzA7MzJtaDVweS9fb2JqZWN0cy5weXg6NTRcdTAwMWJbMG0sIGluIFx1MDAxYlswOzM2bWg1cHkuX29iamVjdHMud2l0aF9waGlsLndyYXBwZXJcdTAwMWJbMDszNG0oKVx1MDAxYlswbVxuIiwKLSAgICAgICJGaWxlIFx1MDAxYlswOzMybWg1cHkvX29iamVjdHMucHl4OjU1XHUwMDFiWzBtLCBpbiBcdTAwMWJbMDszNm1oNXB5Ll9vYmplY3RzLndpdGhfcGhpbC53cmFwcGVyXHUwMDFiWzA7MzRtKClcdTAwMWJbMG1cbiIsCi0gICAgICAiRmlsZSBcdTAwMWJbMDszMm1oNXB5L2g1Zi5weXg6MTAyXHUwMDFiWzBtLCBpbiBcdTAwMWJbMDszNm1oNXB5Lmg1Zi5vcGVuXHUwMDFiWzA7MzRtKClcdTAwMWJbMG1cbiIsCi0gICAgICAiXHUwMDFiWzA7MzFtRmlsZU5vdEZvdW5kRXJyb3JcdTAwMWJbMG06IFtFcnJubyAyXSBVbmFibGUgdG8gc3luY2hyb25vdXNseSBvcGVuIGZpbGUgKHVuYWJsZSB0byBvcGVuIGZpbGU6IG5hbWUgPSAnLi9kYXRhL2V4YW1wbGUvb3V0cHV0c19tZXRhZGV0ZWN0L2xlbnNfcGhvdG96X3BkZnMuaGRmNScsIGVycm5vID0gMiwgZXJyb3IgbWVzc2FnZSA9ICdObyBzdWNoIGZpbGUgb3IgZGlyZWN0b3J5JywgZmxhZ3MgPSAwLCBvX2ZsYWdzID0gMCkiCi0gICAgIF0KLSAgICB9Ci0gICBdLAorICAgIm91dHB1dHMiOiBbXSwKICAgICJzb3VyY2UiOiBbCiAgICAgImxlbnNfcGRmcyA9IGg1cHkuRmlsZShcIi4vZGF0YS9leGFtcGxlL291dHB1dHNfbWV0YWRldGVjdC9sZW5zX3Bob3Rvel9wZGZzLmhkZjVcIilcbiIsCiAgICAgInByaW50KFwiUm9vdDpcIiwgbGVuc19wZGZzLmtleXMoKSkgXG4iLApAQCAtNzIyLDIyICs1MDgsMTAgQEAKICAgfSwKICAgewogICAgImNlbGxfdHlwZSI6ICJjb2RlIiwKLSAgICJleGVjdXRpb25fY291bnQiOiAxMSwKKyAgICJleGVjdXRpb25fY291bnQiOiBudWxsLAogICAgImlkIjogImM0NzI2NDgzIiwKICAgICJtZXRhZGF0YSI6IHt9LAotICAgIm91dHB1dHMiOiBbCi0gICAgewotICAgICAiZW5hbWUiOiAiTmFtZUVycm9yIiwKLSAgICAgImV2YWx1ZSI6ICJuYW1lICd6bW9kZScgaXMgbm90IGRlZmluZWQiLAotICAgICAib3V0cHV0X3R5cGUiOiAiZXJyb3IiLAotICAgICAidHJhY2ViYWNrIjogWwotICAgICAgIlx1MDAxYlswOzMxbS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLVx1MDAxYlswbSIsCi0gICAgICAiXHUwMDFiWzA7MzFtTmFtZUVycm9yXHUwMDFiWzBtICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgVHJhY2ViYWNrIChtb3N0IHJlY2VudCBjYWxsIGxhc3QpIiwKLSAgICAgICJDZWxsIFx1MDAxYlswOzMybUluWzExXSwgbGluZSAxXHUwMDFiWzBtXG5cdTAwMWJbMDszMm0tLS0tPiAxXHUwMDFiWzBtIFx1MDAxYls0M216bW9kZVx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDFtLlx1MDAxYlszOW1zaGFwZVxuIiwKLSAgICAgICJcdTAwMWJbMDszMW1OYW1lRXJyb3JcdTAwMWJbMG06IG5hbWUgJ3ptb2RlJyBpcyBub3QgZGVmaW5lZCIKLSAgICAgXQotICAgIH0KLSAgIF0sCisgICAib3V0cHV0cyI6IFtdLAogICAgInNvdXJjZSI6IFsKICAgICAiem1vZGUuc2hhcGUiCiAgICBdCkBAIC03NTIsMjIgKzUyNiwxMCBAQAogICB9LAogICB7CiAgICAiY2VsbF90eXBlIjogImNvZGUiLAotICAgImV4ZWN1dGlvbl9jb3VudCI6IDEyLAorICAgImV4ZWN1dGlvbl9jb3VudCI6IG51bGwsCiAgICAiaWQiOiAiOWZkOThhZjMiLAogICAgIm1ldGFkYXRhIjoge30sCi0gICAib3V0cHV0cyI6IFsKLSAgICB7Ci0gICAgICJlbmFtZSI6ICJOYW1lRXJyb3IiLAotICAgICAiZXZhbHVlIjogIm5hbWUgJ3ptZWFuJyBpcyBub3QgZGVmaW5lZCIsCi0gICAgICJvdXRwdXRfdHlwZSI6ICJlcnJvciIsCi0gICAgICJ0cmFjZWJhY2siOiBbCi0gICAgICAiXHUwMDFiWzA7MzFtLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tXHUwMDFiWzBtIiwKLSAgICAgICJcdTAwMWJbMDszMW1OYW1lRXJyb3JcdTAwMWJbMG0gICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICBUcmFjZWJhY2sgKG1vc3QgcmVjZW50IGNhbGwgbGFzdCkiLAotICAgICAgIkNlbGwgXHUwMDFiWzA7MzJtSW5bMTJdLCBsaW5lIDFcdTAwMWJbMG1cblx1MDAxYlswOzMybS0tLS0+IDFcdTAwMWJbMG0gcGx0XHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltaGlzdChcdTAwMWJbNDNtem1lYW5cdTAwMWJbNDltLCBoaXN0dHlwZVx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1zdGVwXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bSwgYmluc1x1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bVx1MDAxYlszODs1OzI0MW0yNVx1MDAxYlszOW0sIGxhYmVsXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bU1lYW4gelx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW0pXG5cdTAwMWJbMTszMm0gICAgICAyXHUwMDFiWzBtIHBsdFx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bWhpc3Qoem1vZGUsIGhpc3R0eXBlXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bXN0ZXBcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltLCBiaW5zXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltXHUwMDFiWzM4OzU7MjQxbTI1XHUwMDFiWzM5bSwgbGFiZWxcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtTW9kYWwgelx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW0pXG5cdTAwMWJbMTszMm0gICAgICAzXHUwMDFiWzBtIHBsdFx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bXhsYWJlbChcdTAwMWJbMzg7NTsxMjRtXCJcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bVJlZHNoaWZ0XHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1cIlx1MDAxYlszOW0pXG4iLAotICAgICAgIlx1MDAxYlswOzMxbU5hbWVFcnJvclx1MDAxYlswbTogbmFtZSAnem1lYW4nIGlzIG5vdCBkZWZpbmVkIgotICAgICBdCi0gICAgfQotICAgXSwKKyAgICJvdXRwdXRzIjogW10sCiAgICAic291cmNlIjogWwogICAgICJwbHQuaGlzdCh6bWVhbiwgaGlzdHR5cGU9J3N0ZXAnLCBiaW5zPTI1LCBsYWJlbD0nTWVhbiB6JylcbiIsCiAgICAgInBsdC5oaXN0KHptb2RlLCBoaXN0dHlwZT0nc3RlcCcsIGJpbnM9MjUsIGxhYmVsPSdNb2RhbCB6JylcbiIsCkBAIC03ODYsMzIgKzU0OCwxMCBAQAogICB9LAogICB7CiAgICAiY2VsbF90eXBlIjogImNvZGUiLAotICAgImV4ZWN1dGlvbl9jb3VudCI6IDEzLAorICAgImV4ZWN1dGlvbl9jb3VudCI6IG51bGwsCiAgICAiaWQiOiAiYzIxODY2ZjQiLAogICAgIm1ldGFkYXRhIjoge30sCi0gICAib3V0cHV0cyI6IFsKLSAgICB7Ci0gICAgICJlbmFtZSI6ICJOYW1lRXJyb3IiLAotICAgICAiZXZhbHVlIjogIm5hbWUgJ3onIGlzIG5vdCBkZWZpbmVkIiwKLSAgICAgIm91dHB1dF90eXBlIjogImVycm9yIiwKLSAgICAgInRyYWNlYmFjayI6IFsKLSAgICAgICJcdTAwMWJbMDszMW0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS1cdTAwMWJbMG0iLAotICAgICAgIlx1MDAxYlswOzMxbU5hbWVFcnJvclx1MDAxYlswbSAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIFRyYWNlYmFjayAobW9zdCByZWNlbnQgY2FsbCBsYXN0KSIsCi0gICAgICAiQ2VsbCBcdTAwMWJbMDszMm1JblsxM10sIGxpbmUgNVx1MDAxYlswbVxuXHUwMDFiWzE7MzJtICAgICAgM1x1MDAxYlswbSBwbHRcdTAwMWJbMzg7NTsyNDFtLlx1MDAxYlszOW14bGFiZWwoXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bVJlZHNoaWZ0XHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bSlcblx1MDAxYlsxOzMybSAgICAgIDRcdTAwMWJbMG0gXHUwMDFiWzM4OzU7Mjg7MDFtZm9yXHUwMDFiWzM5OzAwbSBqLGkgXHUwMDFiWzM4OzU7MTI5OzAxbWluXHUwMDFiWzM5OzAwbSBcdTAwMWJbMzg7NTsyOG1lbnVtZXJhdGVcdTAwMWJbMzltKGluZGljZXMpOlxuXHUwMDFiWzA7MzJtLS0tLT4gNVx1MDAxYlswbSAgICAgYXhlc1tqXVx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bXBsb3QoXHUwMDFiWzQzbXpcdTAwMWJbNDltLCBwZGZzW2ldKVxuXHUwMDFiWzE7MzJtICAgICAgNlx1MDAxYlswbSAgICAgYXhlc1tqXVx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bXNldF90aXRsZShcdTAwMWJbMzg7NTsxMjRtZlx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtR2FsYXh5IFx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMzI7MDFte1x1MDAxYlszOTswMG1pXHUwMDFiWzM4OzU7MTMyOzAxbX1cdTAwMWJbMzk7MDBtXHUwMDFiWzM4OzU7MTI0bSByZWRzaGlmdCBQREZcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltKVxuXHUwMDFiWzE7MzJtICAgICAgN1x1MDAxYlswbSAgICAgYXhlc1tqXVx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bXNldF95bGFiZWwoXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bXAoeilcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltKVxuIiwKLSAgICAgICJcdTAwMWJbMDszMW1OYW1lRXJyb3JcdTAwMWJbMG06IG5hbWUgJ3onIGlzIG5vdCBkZWZpbmVkIgotICAgICBdCi0gICAgfSwKLSAgICB7Ci0gICAgICJkYXRhIjogewotICAgICAgImltYWdlL3BuZyI6ICJpVkJPUncwS0dnb0FBQUFOU1VoRVVnQUFBY0lBQUFUSENBWUFBQUIrN1hkUkFBQUFPWFJGV0hSVGIyWjBkMkZ5WlFCTllYUndiRzkwYkdsaUlIWmxjbk5wYjI0ekxqZ3VOQ3dnYUhSMGNITTZMeTl0WVhSd2JHOTBiR2xpTG05eVp5OGZKU04xQUFBQUNYQklXWE1BQUE5aEFBQVBZUUdvUDZkcEFBQlZSMGxFUVZSNG5PM2RmM0RVZFlMbi8xZVRrQTdxZEZzUWJCSUlNU2c2R1hPaWRJcVlNSmxaVU5zTEhGdXBjNHQ0YmhsUTNMUEhINWtrZ3djeGV5S2N0VjE2STZjb2lUSWtVdGFpbTFMQjRyYXlTdjl4QzFGd1o4Z21sbWRTcFNOb0IrMllTeHk3STdxTmhNLzNENDcrWGs4bm1rK25BOGo3K2FqcXF1MzN2Ti9kNy80VU84LzVmRHFmeEdGWmxpVUFBQXcxN1h4dkFBQ0E4NGtRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01aanVFQnc4ZTFLcFZxNVNYbHllSHc2RTMzbmpqQjljY09IQkFYcTlYMmRuWldyQmdnWjUvL3ZsVTlnb0FRTnJaRHVHSkV5ZTBhTkVpUGZmY2N4T2FmK3pZTWExWXNVSVZGUlhxN3U3V0k0ODhvdHJhV3IzKyt1dTJOd3NBUUxvNUp2Tkx0eDBPaC9idTNhdXFxcXB4NTJ6WXNFSDc5dTFUWDE5ZmZNenY5K3U5OTk3VDRjT0hVMzFyQUFEU0luT3EzK0R3NGNQeStYd0pZN2ZkZHB0YVcxdjEzWGZmYWZyMDZVbHJZckdZWXJGWS9QbnAwNmYxNVpkZmF0YXNXWEk0SEZPOVpRREFCY2l5TEkyTWpDZ3ZMMC9UcHFYdlIxeW1QSVFEQXdQeWVEd0pZeDZQUjZkT25kTFEwSkJ5YzNPVDFnUUNBVzNldkhtcXR3WUErQkhxNysvWHZIbnowdlo2VXg1Q1NVbG5jV2V2eG81M2R0ZlkyS2lHaG9iNDgwZ2tvdm56NTZ1L3YxOHVsMnZxTmdvQXVHQkZvMUhsNStmckp6LzVTVnBmZDhwRE9HZk9IQTBNRENTTURRNE9Lak16VTdObXpScHpqZFBwbE5QcFRCcDN1VnlFRUFBTWwrNnZ5S2I4UHNLeXNqSUZnOEdFc2YzNzk2dWtwR1RNN3djQkFEaVhiSWZ3NjYrL1ZrOVBqM3A2ZWlTZHVUMmlwNmRIb1ZCSTBwbkxtalUxTmZINWZyOWZuMzc2cVJvYUd0VFgxNmUydGphMXRyWnEvZnIxNmZrRUFBQk1ndTFMbzBlT0hOR3laY3Zpejg5K2w3ZG16UnJ0MnJWTDRYQTRIa1ZKS2l3c1ZFZEhoK3JyNjdWOSszYmw1ZVZwMjdadHV2MzIyOU93ZlFBQUptZFM5eEdlSzlGb1ZHNjNXNUZJaE84SUFjQlFVOVVDZnRjb0FNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakVZSUFRQkdJNFFBQUtNUlFnQ0EwUWdoQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakVZSUFRQkdJNFFBQUtPbEZNTG01bVlWRmhZcU96dGJYcTlYbloyZDN6dC85KzdkV3JSb2tTNjU1QkxsNXVicTdydnYxdkR3Y0VvYkJnQWduV3lIc0wyOVhYVjFkV3BxYWxKM2Q3Y3FLaXBVV1ZtcFVDZzA1dnkzMzM1Yk5UVTFXcmR1blQ3NDRBTzkrdXFyK3NNZi9xQjc3NzEzMHBzSEFHQ3liSWR3NjlhdFdyZHVuZTY5OTE0VkZSWHA2YWVmVm41K3ZscGFXc2FjLys2NzcrcktLNjlVYlcydENnc0w5Zk9mLzF6MzNYZWZqaHc1TXVuTkF3QXdXYlpDZVBMa1NYVjFkY25uOHlXTSszdytIVHAwYU13MTVlWGxPbjc4dURvNk9tUlpscjc0NGd1OTl0cHJXcmx5NWJqdkU0dkZGSTFHRXg0QUFFd0ZXeUVjR2hyUzZPaW9QQjVQd3JqSDQ5SEF3TUNZYThyTHk3Vjc5MjVWVjFjckt5dExjK2JNMGVXWFg2NW5uMzEyM1BjSkJBSnl1OTN4UjM1K3ZwMXRBZ0F3WVNuOXNJekQ0VWg0YmxsVzB0aFp2YjI5cXEydDFhT1BQcXF1cmk2OStlYWJPbmJzbVB4Ky83aXYzOWpZcUVna0VuLzA5L2Vuc2swQUFINVFwcDNKT1RrNXlzaklTRHI3R3h3Y1REcExQQ3NRQ0dqcDBxVjYrT0dISlVuWFgzKzlMcjMwVWxWVVZPanh4eDlYYm01dTBocW4weW1uMDJsbmF3QUFwTVRXR1dGV1ZwYThYcStDd1dEQ2VEQVlWSGw1K1pocnZ2bm1HMDJibHZnMkdSa1prczZjU1FJQWNEN1p2alRhME5DZ25UdDNxcTJ0VFgxOWZhcXZyMWNvRklwZjZteHNiRlJOVFUxOC9xcFZxN1Jueng2MXRMVG82TkdqZXVlZGQxUmJXNnNsUzVZb0x5OHZmWjhFQUlBVTJMbzBLa25WMWRVYUhoN1dsaTFiRkE2SFZWeGNySTZPRGhVVUZFaVN3dUZ3d2oyRmE5ZXUxY2pJaUo1Nzdqbjk1amUvMGVXWFg2N2x5NWZyaVNlZVNOK25BQUFnUlE3clIzQjlNaHFOeXUxMkt4S0p5T1Z5bmUvdEFBRE9nNmxxQWI5ckZBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpRUVBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUlVncGhjM096Q2dzTGxaMmRMYS9YcTg3T3p1K2RINHZGMU5UVXBJS0NBam1kVGwxMTFWVnFhMnRMYWNNQUFLUlRwdDBGN2UzdHFxdXJVM056czVZdVhhb1hYbmhCbFpXVjZ1M3QxZno1ODhkY3MzcjFhbjN4eFJkcWJXM1YxVmRmcmNIQlFaMDZkV3JTbXdjQVlMSWNsbVZaZGhhVWxwWnE4ZUxGYW1scGlZOFZGUldwcXFwS2dVQWdhZjZiYjc2cE8rNjRRMGVQSHRYTW1UTlQybVEwR3BYYjdWWWtFcEhMNVVycE5RQUFQMjVUMVFKYmwwWlBuanlwcnE0dStYeStoSEdmejZkRGh3Nk51V2Jmdm4wcUtTblJrMDgrcWJsejUrcWFhNjdSK3ZYcjllMjMzNDc3UHJGWVRORm9OT0VCQU1CVXNIVnBkR2hvU0tPam8vSjRQQW5qSG85SEF3TURZNjQ1ZXZTbzNuNzdiV1ZuWjJ2djNyMGFHaHJTL2ZmZnJ5Ky8vSExjN3drRGdZQTJiOTVzWjJzQUFLUWtwUitXY1RnY0NjOHR5MG9hTyt2MDZkTnlPQnphdlh1M2xpeFpvaFVyVm1qcjFxM2F0V3ZYdUdlRmpZMk5pa1FpOFVkL2YzOHEyd1FBNEFmWk9pUE15Y2xSUmtaRzB0bmY0T0JnMGxuaVdibTV1Wm83ZDY3Y2JuZDhyS2lvU0pabDZmang0MXE0Y0dIU0dxZlRLYWZUYVdkckFBQ2t4TllaWVZaV2xyeGVyNExCWU1KNE1CaFVlWG41bUd1V0xsMnF6ei8vWEY5Ly9YVjg3TU1QUDlTMGFkTTBiOTY4RkxZTUFFRDYyTDQwMnREUW9KMDdkNnF0clUxOWZYMnFyNjlYS0JTUzMrK1hkT2F5WmsxTlRYeituWGZlcVZtelp1bnV1KzlXYjIrdkRoNDhxSWNmZmxqMzNIT1Bac3lZa2I1UEFnQkFDbXpmUjFoZFhhM2g0V0Z0MmJKRjRYQll4Y1hGNnVqb1VFRkJnU1FwSEE0ckZBckY1MTkyMldVS0JvTjY2S0dIVkZKU29sbXpabW4xNnRWNi9QSEgwL2NwQUFCSWtlMzdDTThIN2lNRUFGd1E5eEVDQUhDeElZUUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakVZSUFRQkdJNFFBQUtNUlFnQ0EwUWdoQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakVZSUFRQkdJNFFBQUtNUlFnQ0EwUWdoQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpKWlNDSnVibTFWWVdLanM3R3g1dlY1MWRuWk9hTjA3Nzd5anpNeE0zWERERGFtOExRQUFhV2M3aE8zdDdhcXJxMU5UVTVPNnU3dFZVVkdoeXNwS2hVS2g3MTBYaVVSVVUxT2ptMisrT2VYTkFnQ1FiZzdMc2l3N0MwcExTN1Y0OFdLMXRMVEV4NHFLaWxSVlZhVkFJRER1dWp2dXVFTUxGeTVVUmthRzNuampEZlgwOUl3N054YUxLUmFMeFo5SG8xSGw1K2NyRW9uSTVYTFoyUzRBNENJUmpVYmxkcnZUM2dKYlo0UW5UNTVVVjFlWGZENWZ3cmpQNTlPaFE0ZkdYZmZpaXkvcTQ0OC8xcVpObXliMFBvRkFRRzYzTy83SXo4KzNzMDBBQUNiTVZnaUhob1kwT2pvcWo4ZVRNTzd4ZURRd01ERG1tbzgrK2tnYk4yN1U3dDI3bFptWk9hSDNhV3hzVkNRU2lULzYrL3Z0YkJNQWdBbWJXSm4rak1QaFNIaHVXVmJTbUNTTmpvN3F6anZ2MU9iTm0zWE5OZGRNK1BXZFRxZWNUbWNxV3dNQXdCWmJJY3pKeVZGR1JrYlMyZC9nNEdEU1dhSWtqWXlNNk1pUkkrcnU3dGFERHo0b1NUcDkrclFzeTFKbVpxYjI3OSt2NWN1WFQyTDdBQUJNanExTG8xbFpXZko2dlFvR2d3bmp3V0JRNWVYbFNmTmRMcGZlZi85OTlmVDB4QjkrdjEvWFhudXRlbnA2VkZwYU9ybmRBd0F3U2JZdmpUWTBOT2l1dSs1U1NVbUp5c3JLdEdQSERvVkNJZm45ZmtsbnZ0Lzc3TFBQOU5KTEwybmF0R2txTGk1T1dIL0ZGVmNvT3pzN2FSd0FnUFBCZGdpcnE2czFQRHlzTFZ1MktCd09xN2k0V0IwZEhTb29LSkFraGNQaEg3eW5FQUNBQzRYdCt3alBoNm02ZHdRQThPTnhRZHhIQ0FEQXhZWVFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpRUVBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpRUVBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJndEpSQzJOemNyTUxDUW1Wblo4dnI5YXF6czNQY3VYdjI3Tkd0dDk2cTJiTm55K1Z5cWF5c1RHKzk5VmJLR3dZQUlKMXNoN0M5dlYxMWRYVnFhbXBTZDNlM0tpb3FWRmxacVZBb05PYjhnd2NQNnRaYmIxVkhSNGU2dXJxMGJOa3lyVnExU3QzZDNaUGVQQUFBaytXd0xNdXlzNkMwdEZTTEZ5OVdTMHRMZkt5b3FFaFZWVlVLQkFJVGVvM3JycnRPMWRYVmV2VFJSeWMwUHhxTnl1MTJLeEtKeU9WeTJka3VBT0FpTVZVdHNIVkdlUExrU1hWMWRjbm44eVdNKzN3K0hUcDBhRUt2Y2ZyMGFZMk1qR2ptekpuanpvbkZZb3BHb3drUEFBQ21ncTBRRGcwTmFYUjBWQjZQSjJIYzQvRm9ZR0JnUXEveDFGTlA2Y1NKRTFxOWV2VzRjd0tCZ054dWQveVJuNTl2WjVzQUFFeFlTajhzNDNBNEVwNWJscFUwTnBaWFhubEZqejMybU5yYjIzWEZGVmVNTzYreHNWR1JTQ1QrNk8vdlQyV2JBQUQ4b0V3N2szTnljcFNSa1pGMDlqYzRPSmgwbHZqbjJ0dmJ0VzdkT3IzNjZxdTY1Wlpidm5ldTArbVUwK20wc3pVQUFGSmk2NHd3S3l0TFhxOVh3V0F3WVR3WURLcTh2SHpjZGErODhvcldybDJybDE5K1dTdFhya3h0cHdBQVRBRmJaNFNTMU5EUW9MdnV1a3NsSlNVcUt5dlRqaDA3RkFxRjVQZjdKWjI1clBuWlo1L3BwWmRla25RbWdqVTFOWHJtbVdkMDAwMDN4YzhtWjh5WUliZmJuY2FQQWdDQWZiWkRXRjFkcmVIaFlXM1pza1hoY0ZqRnhjWHE2T2hRUVVHQkpDa2NEaWZjVS9qQ0N5L28xS2xUZXVDQkIvVEFBdy9FeDllc1dhTmR1M1pOL2hNQUFEQUp0dThqUEIrNGp4QUFjRUhjUndnQXdNV0dFQUlBakVZSUFRQkdJNFFBQUtNUlFnQ0EwUWdoQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakVZSUFRQkdJNFFBQUtNUlFnQ0EwUWdoQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWUxTVVF0amMzS3pDd2tKbFoyZkw2L1dxczdQemUrY2ZPSEJBWHE5WDJkblpXckJnZ1o1Ly92bVVOZ3NBUUxyWkRtRjdlN3ZxNnVyVTFOU2s3dTV1VlZSVXFMS3lVcUZRYU16NXg0NGQwNG9WSzFSUlVhSHU3bTQ5OHNnanFxMnQxZXV2dno3cHpRTUFNRmtPeTdJc093dEtTMHUxZVBGaXRiUzB4TWVLaW9wVVZWV2xRQ0NRTkgvRGhnM2F0MitmK3ZyNjRtTit2MS92dmZlZURoOCtQS0gzakVhamNydmRpa1FpY3JsY2RyWUxBTGhJVEZVTE11MU1Qbm55cExxNnVyUng0OGFFY1ovUHAwT0hEbzI1NXZEaHcvTDVmQWxqdDkxMm0xcGJXL1hkZDk5cCt2VHBTV3Rpc1poaXNWajhlU1FTa1hUbUlBQUF6SFMyQVRiUDMzNlFyUkFPRFExcGRIUlVIbzhuWWR6ajhXaGdZR0RNTlFNREEyUE9QM1hxbElhR2hwU2JtNXUwSmhBSWFQUG16VW5qK2ZuNWRyWUxBTGdJRFE4UHkrMTJwKzMxYklYd0xJZkRrZkRjc3F5a3NSK2FQOWI0V1kyTmpXcG9hSWcvLytxcnIxUlFVS0JRS0pUV0QzOHhpMGFqeXMvUFYzOS9QNWVUYmVDNDJjY3hTdzNIemI1SUpLTDU4K2RyNXN5WmFYMWRXeUhNeWNsUlJrWkcwdG5mNE9CZzBsbmZXWFBtekJsemZtWm1wbWJObWpYbUdxZlRLYWZUbVRUdWRydjVCMk9UeStYaW1LV0E0MllmeHl3MUhEZjdwazFMNzUxL3RsNHRLeXRMWHE5WHdXQXdZVHdZREtxOHZIek1OV1ZsWlVuejkrL2ZyNUtTa2pHL0h3UUE0Rnl5bmRXR2hnYnQzTGxUYlcxdDZ1dnJVMzE5dlVLaGtQeCt2NlF6bHpWcmFtcmk4LzErdno3OTlGTTFORFNvcjY5UGJXMXRhbTF0MWZyMTY5UDNLUUFBU0pIdDd3aXJxNnMxUER5c0xWdTJLQndPcTdpNFdCMGRIU29vS0pBa2hjUGhoSHNLQ3dzTDFkSFJvZnI2ZW0zZnZsMTVlWG5hdG0yYmJyLzk5Z20vcDlQcDFLWk5tOGE4WElxeGNjeFN3M0d6ajJPV0dvNmJmVk4xekd6ZlJ3Z0F3TVdFM3pVS0FEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpRUVBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpMlEzanc0RUd0V3JWS2VYbDVjamdjZXVPTk4zNXd6WUVEQitUMWVwV2RuYTBGQ3hibytlZWZUMld2QUFDa25lMFFuamh4UW9zV0xkSnp6ejAzb2ZuSGpoM1RpaFVyVkZGUm9lN3ViajN5eUNPcXJhM1Y2NisvYm51ekFBQ2ttOE95TEN2bHhRNkg5dTdkcTZxcXFuSG5iTml3UWZ2MjdWTmZYMTk4ek8vMzY3MzMzdFBodzRkVGZXc0FBTklpYzZyZjRQRGh3L0w1ZkFsanQ5MTJtMXBiVy9YZGQ5OXArdlRwU1d0aXNaaGlzVmo4K2VuVHAvWGxsMTlxMXF4WmNqZ2NVNzFsQU1BRnlMSXNqWXlNS0M4dlQ5T21wZTlIWEtZOGhBTURBL0o0UEFsakhvOUhwMDZkMHREUWtISnpjNVBXQkFJQmJkNjhlYXEzQmdENEVlcnY3OWU4ZWZQUzlucFRIa0pKU1dkeFo2L0dqbmQyMTlqWXFJYUdodmp6U0NTaStmUG5xNysvWHk2WGErbzJDZ0M0WUVXalVlWG41K3NuUC9sSldsOTN5a000Wjg0Y0RRd01KSXdORGc0cU16TlRzMmJOR25PTjArbVUwK2xNR25lNVhJUVFBQXlYN3EvSXB2dyt3ckt5TWdXRHdZU3gvZnYzcTZTa1pNenZCd0VBT0pkc2gvRHJyNzlXVDArUGVucDZKSjI1UGFLbnAwZWhVRWpTbWN1YU5UVTE4ZmwrdjErZmZ2cXBHaG9hMU5mWHA3YTJOclcydG1yOSt2WHArUVFBQUV5QzdVdWpSNDRjMGJKbHkrTFB6MzZYdDJiTkd1M2F0VXZoY0RnZVJVa3FMQ3hVUjBlSDZ1dnJ0WDM3ZHVYbDVXbmJ0bTI2L2ZiYjA3QjlBQUFtWjFMM0VaNHIwV2hVYnJkYmtVaUU3d2dCd0ZCVDFRSisxeWdBd0dpRUVBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpRUVBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUlVncGhjM096Q2dzTGxaMmRMYS9YcTg3T3p1K2R2M3YzYmkxYXRFaVhYSEtKY25OemRmZmRkMnQ0ZURpbERRTUFrRTYyUTlqZTNxNjZ1am8xTlRXcHU3dGJGUlVWcXF5c1ZDZ1VHblArMjIrL3JacWFHcTFidDA0ZmZQQ0JYbjMxVmYzaEQzL1F2ZmZlTytuTkF3QXdXYlpEdUhYclZxMWJ0MDczM251dmlvcUs5UFRUVHlzL1AxOHRMUzFqem4vMzNYZDE1WlZYcXJhMlZvV0ZoZnI1ejMrdSsrNjdUMGVPSEJuM1BXS3htS0xSYU1JREFJQ3BZQ3VFSjArZVZGZFhsM3crWDhLNHorZlRvVU9IeGx4VFhsNnU0OGVQcTZPalE1Wmw2WXN2dnRCcnI3Mm1sU3RYanZzK2dVQkFicmM3L3NqUHo3ZXpUUUFBSnN4V0NJZUdoalE2T2lxUHg1TXc3dkY0TkRBd01PYWE4dkp5N2Q2OVc5WFYxY3JLeXRLY09YTjArZVdYNjlsbm54MzNmUm9iR3hXSlJPS1AvdjUrTzlzRUFHRENVdnBoR1lmRGtmRGNzcXlrc2JONmUzdFZXMXVyUng5OVZGMWRYWHJ6elRkMTdOZ3grZjMrY1YvZjZYVEs1WElsUEFBQW1BcVpkaWJuNU9Rb0l5TWo2ZXh2Y0hBdzZTenhyRUFnb0tWTGwrcmhoeCtXSkYxLy9mVzY5TkpMVlZGUm9jY2ZmMXk1dWJrcGJoMEFnTW16ZFVhWWxaVWxyOWVyWURDWU1CNE1CbFZlWGo3bW1tKysrVWJUcGlXK1RVWkdocVF6WjVJQUFKeFB0aStOTmpRMGFPZk9uV3ByYTFOZlg1L3E2K3NWQ29YaWx6b2JHeHRWVTFNVG43OXExU3J0MmJOSExTMHRPbnIwcU41NTV4M1YxdFpxeVpJbHlzdkxTOThuQVFBZ0JiWXVqVXBTZFhXMWhvZUh0V1hMRm9YRFlSVVhGNnVqbzBNRkJRV1NwSEE0bkhCUDRkcTFhelV5TXFMbm5udE92L25OYjNUNTVaZHIrZkxsZXVLSko5TDNLUUFBU0pIRCtoRmNuNHhHbzNLNzNZcEVJdnpnREFBWWFxcGF3TzhhQlFBWWpSQUNBSXhHQ0FFQVJpT0VBQUNqRVVJQWdORUlJUURBYUlRUUFHQTBRZ2dBTUJvaEJBQVlqUkFDQUl4R0NBRUFSaU9FQUFDakVVSUFnTkVJSVFEQWFJUVFBR0EwUWdnQU1Cb2hCQUFZalJBQ0FJeEdDQUVBUmlPRUFBQ2pFVUlBZ05FSUlRREFhSVFRQUdBMFFnZ0FNQm9oQkFBWWpSQUNBSXhHQ0FFQVJpT0VBQUNqRVVJQWdORUlJUURBYUlRUUFHQTBRZ2dBTUJvaEJBQVlqUkFDQUl4R0NBRUFSaU9FQUFDakVVSUFnTkVJSVFEQWFJUVFBR0MwbEVMWTNOeXN3c0pDWldkbnkrdjFxck96ODN2bngySXhOVFUxcWFDZ1FFNm5VMWRkZFpYYTJ0cFMyakFBQU9tVWFYZEJlM3U3NnVycTFOemNyS1ZMbCtxRkYxNVFaV1dsZW50N05YLysvREhYckY2OVdsOTg4WVZhVzF0MTlkVlhhM0J3VUtkT25acjA1Z0VBbUN5SFpWbVduUVdscGFWYXZIaXhXbHBhNG1ORlJVV3FxcXBTSUJCSW12L21tMi9xamp2dTBOR2pSelZ6NXN3SnZVY3NGbE1zRm9zL2owYWp5cy9QVnlRU2tjdmxzck5kQU1CRklocU55dTEycDcwRnRpNk5uang1VWwxZFhmTDVmQW5qUHA5UGh3NGRHblBOdm4zN1ZGSlNvaWVmZkZKejU4N1ZOZGRjby9YcjErdmJiNzhkOTMwQ2dZRGNibmY4a1orZmIyZWJBQUJNbUsxTG8wTkRReG9kSFpYSDQwa1k5M2c4R2hnWUdIUE4wYU5IOWZiYmJ5czdPMXQ3OSs3VjBOQ1E3ci8vZm4zNTVaZmpmay9ZMk5pb2hvYUcrUE96WjRRQUFLU2I3ZThJSmNuaGNDUTh0eXdyYWV5czA2ZFB5K0Z3YVBmdTNYSzczWktrclZ1MzZxLys2cSswZmZ0MnpaZ3hJMm1OMCttVTArbE1aV3NBQU5oaTY5Sm9UazZPTWpJeWtzNytCZ2NIazg0U3o4ck56ZFhjdVhQakVaVE9mS2RvV1phT0h6K2V3cFlCQUVnZld5SE15c3FTMSt0Vk1CaE1HQThHZ3lvdkx4OXp6ZEtsUy9YNTU1L3I2Nisvam85OStPR0htalp0bXViTm01ZkNsZ0VBU0IvYjl4RTJORFJvNTg2ZGFtdHJVMTlmbitycjZ4VUtoZVQzK3lXZCtYNnZwcVltUHYvT08rL1VyRm16ZFBmZGQ2dTN0MWNIRHg3VXd3OC9ySHZ1dVdmTXk2SUFBSnhMdHI4anJLNnUxdkR3c0xaczJhSndPS3ppNG1KMWRIU29vS0JBa2hRT2h4VUtoZUx6TDd2c01nV0RRVDMwMEVNcUtTblJyRm16dEhyMWFqMysrT1BwK3hRQUFLVEk5bjJFNThOVTNUc0NBUGp4dUNEdUl3UUE0R0pEQ0FFQVJpT0VBQUNqRVVJQWdORUlJUURBYUlRUUFHQTBRZ2dBTUJvaEJBQVlqUkFDQUl4R0NBRUFSaU9FQUFDakVVSUFnTkVJSVFEQWFJUVFBR0EwUWdnQU1Cb2hCQUFZalJBQ0FJeEdDQUVBUmlPRUFBQ2pFVUlBZ05FSUlRREFhSVFRQUdBMFFnZ0FNQm9oQkFBWWpSQUNBSXhHQ0FFQVJpT0VBQUNqRVVJQWdORUlJUURBYUlRUUFHQTBRZ2dBTUJvaEJBQVlqUkFDQUl4R0NBRUFSaU9FQUFDakVVSUFnTkVJSVFEQWFJUVFBR0EwUWdnQU1GcEtJV3h1YmxaaFlhR3lzN1BsOVhyVjJkazVvWFh2dlBPT01qTXpkY01OTjZUeXRnQUFwSjN0RUxhM3Q2dXVyazVOVFUzcTd1NVdSVVdGS2lzckZRcUZ2bmRkSkJKUlRVMk5icjc1NXBRM0N3QkF1amtzeTdMc0xDZ3RMZFhpeFl2VjB0SVNIeXNxS2xKVlZaVUNnY0M0Nis2NDR3NHRYTGhRR1JrWmV1T05OOVRUMHpQaDk0eEdvM0s3M1lwRUluSzVYSGEyQ3dDNFNFeFZDMnlkRVo0OGVWSmRYVjN5K1h3SjR6NmZUNGNPSFJwMzNZc3Z2cWlQUC81WW16WnRtdEQ3eEdJeFJhUFJoQWNBQUZQQlZnaUhob1kwT2pvcWo4ZVRNTzd4ZURRd01ERG1tbzgrK2tnYk4yN1U3dDI3bFptWk9hSDNDUVFDY3J2ZDhVZCtmcjZkYlFJQU1HRXAvYkNNdytGSWVHNVpWdEtZSkkyT2p1ck9PKy9VNXMyYmRjMDExMHo0OVJzYkd4V0pST0tQL3Y3K1ZMWUpBTUFQbXRncDJ2K1ZrNU9qakl5TXBMTy93Y0hCcExORVNSb1pHZEdSSTBmVTNkMnRCeDk4VUpKMCt2UnBXWmFsek14TTdkKy9YOHVYTDA5YTUzUTY1WFE2N1d3TkFJQ1UyRG9qek1yS2t0ZnJWVEFZVEJnUEJvTXFMeTlQbXU5eXVmVCsrKytycDZjbi92RDcvYnIyMm12VjA5T2owdExTeWUwZUFJQkpzblZHS0VrTkRRMjY2NjY3VkZKU29yS3lNdTNZc1VPaFVFaCt2MS9TbWN1YW4zMzJtVjU2NlNWTm16Wk54Y1hGQ2V1dnVPSUtaV2RuSjQwREFIQSsyQTVoZFhXMWhvZUh0V1hMRm9YRFlSVVhGNnVqbzBNRkJRV1NwSEE0L0lQM0ZBSUFjS0d3ZlIvaCtjQjloQUNBQytJK1FnQUFMamFFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpRUVBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpRUVBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW82VVV3dWJtWmhVV0ZpbzdPMXRlcjFlZG5aM2p6dDJ6WjQ5dXZmVld6WjQ5V3k2WFMyVmxaWHJycmJkUzNqQUFBT2xrTzRUdDdlMnFxNnRUVTFPVHVydTdWVkZSb2NyS1NvVkNvVEhuSHp4NFVMZmVlcXM2T2pyVTFkV2xaY3VXYWRXcVZlcnU3cDcwNWdFQW1DeUhaVm1XblFXbHBhVmF2SGl4V2xwYTRtTkZSVVdxcXFwU0lCQ1kwR3RjZDkxMXFxNnUxcU9QUGpxaCtkRm9WRzYzVzVGSVJDNlh5ODUyQVFBWGlhbHFnYTB6d3BNblQ2cXJxMHMrbnk5aDNPZno2ZENoUXhONmpkT25UMnRrWkVRelo4NGNkMDRzRmxNMEdrMTRBQUF3Rld5RmNHaG9TS09qby9KNFBBbmpIbzlIQXdNREUzcU5wNTU2U2lkT25ORHExYXZIblJNSUJPUjJ1K09QL1B4OE85c0VBR0RDVXZwaEdZZkRrZkRjc3F5a3NiRzg4c29yZXV5eHg5VGUzcTRycnJoaTNIbU5qWTJLUkNMeFIzOS9meXJiQkFEZ0IyWGFtWnlUazZPTWpJeWtzNy9Cd2NHa3M4US8xOTdlcm5YcjF1blZWMS9WTGJmYzhyMXpuVTZubkU2bm5hMEJBSkFTVzJlRVdWbFo4bnE5Q2dhRENlUEJZRkRsNWVYanJudmxsVmUwZHUxYXZmenl5MXE1Y21WcU93VUFZQXJZT2lPVXBJYUdCdDExMTEwcUtTbFJXVm1aZHV6WW9WQW9KTC9mTCtuTVpjM1BQdnRNTDczMGtxUXpFYXlwcWRFenp6eWptMjY2S1g0Mk9XUEdETG5kN2pSK0ZBQUE3TE1kd3VycWFnMFBEMnZMbGkwS2g4TXFMaTVXUjBlSENnb0tKRW5oY0RqaG5zSVhYbmhCcDA2ZDBnTVBQS0FISG5nZ1ByNW16UnJ0MnJWcjhwOEFBSUJKc0gwZjRmbkFmWVFBZ0F2aVBrSUFBQzQyaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakVZSUFRQkdJNFFBQUtNUlFnQ0EwUWdoQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakVZSUFRQkdJNFFBQUtNUlFnQ0EwUWdoQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLT2xGTUxtNW1ZVkZoWXFPenRiWHE5WG5aMmQzenYvd0lFRDhucTl5czdPMW9JRkMvVDg4OCtudEZrQUFOTE5kZ2piMjl0VlYxZW5wcVltZFhkM3E2S2lRcFdWbFFxRlFtUE9QM2JzbUZhc1dLR0tpZ3AxZDNmcmtVY2VVVzF0clY1Ly9mVkpieDRBZ01seVdKWmwyVmxRV2xxcXhZc1hxNldsSlQ1V1ZGU2txcW9xQlFLQnBQa2JObXpRdm4zNzFOZlhGeC96Ky8xNjc3MzNkUGp3NFFtOVp6UWFsZHZ0VmlRU2tjdmxzck5kQU1CRllxcGFrR2xuOHNtVEo5WFYxYVdOR3pjbWpQdDhQaDA2ZEdqTU5ZY1BINWJQNTBzWXUrMjIyOVRhMnFydnZ2dE8wNmRQVDFvVGk4VVVpOFhpenlPUmlLUXpCd0VBWUthekRiQjUvdmFEYklWd2FHaElvNk9qOG5nOENlTWVqMGNEQXdOanJoa1lHQmh6L3FsVHB6UTBOS1RjM055a05ZRkFRSnMzYjA0YXo4L1B0N05kQU1CRmFIaDRXRzYzTzIydlp5dUVaemtjam9UbmxtVWxqZjNRL0xIR3oycHNiRlJEUTBQOCtWZGZmYVdDZ2dLRlFxRzBmdmlMV1RRYVZYNSt2dnI3KzdtY2JBUEh6VDZPV1dvNGJ2WkZJaEhObno5Zk0yZk9UT3ZyMmdwaFRrNk9Nakl5a3M3K0JnY0hrODc2enBvelo4Nlk4ek16TXpWcjFxd3gxemlkVGptZHpxUnh0OXZOUHhpYlhDNFh4eXdGSERmN09HYXA0YmpaTjIxYWV1LzhzL1ZxV1ZsWjhucTlDZ2FEQ2VQQllGRGw1ZVZqcmlrckswdWF2My8vZnBXVWxJejUvU0FBQU9lUzdhdzJORFJvNTg2ZGFtdHJVMTlmbitycjZ4VUtoZVQzK3lXZHVheFpVMU1UbisvMysvWHBwNStxb2FGQmZYMTlhbXRyVTJ0cnE5YXZYNSsrVHdFQVFJcHNmMGRZWFYydDRlRmhiZG15UmVGd1dNWEZ4ZXJvNkZCQlFZRWtLUndPSjl4VFdGaFlxSTZPRHRYWDEydjc5dTNLeTh2VHRtM2JkUHZ0dDAvNFBaMU9welp0MmpUbTVWS01qV09XR282YmZSeXoxSERjN0p1cVkyYjdQa0lBQUM0bS9LNVJBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpRUVBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBbzlrTzRjR0RCN1ZxMVNybDVlWEo0WERvalRmZStNRTFCdzRja05mclZYWjJ0aFlzV0tEbm4zOCtsYjBDQUpCMnRrTjQ0c1FKTFZxMFNNODk5OXlFNWg4N2Rrd3JWcXhRUlVXRnVydTc5Y2dqajZpMnRsYXZ2LzY2N2MwQ0FKQnVEc3V5ckpRWE94emF1M2V2cXFxcXhwMnpZY01HN2R1M1QzMTlmZkV4djkrdjk5NTdUNGNQSHg1elRTd1dVeXdXaXo4L2ZmcTB2dnp5UzgyYU5Vc09oeVBWN1FJQWZzUXN5OUxJeUlqeTh2STBiVnI2dnRuTFROc3JqZVB3NGNQeStYd0pZN2ZkZHB0YVcxdjEzWGZmYWZyMDZVbHJBb0dBTm0vZVBOVmJBd0Q4Q1BYMzkydmV2SGxwZTcwcEQrSEF3SUE4SGsvQ21NZmowYWxUcHpRME5LVGMzTnlrTlkyTmpXcG9hSWcvajBRaW1qOS92dnI3KytWeXVhWjZ5d0NBQzFBMEdsVitmcjUrOHBPZnBQVjFwenlFa3BJdVo1NjlHanZlWlU2bjB5bW4wNWswN25LNUNDRUFHQzdkWDVGTitlMFRjK2JNMGNEQVFNTFk0T0NnTWpNek5XdldyS2wrZXdBQXZ0ZVVoN0NzckV6QllEQmhiUC8rL1NvcEtSbnorMEVBQU00bDJ5SDgrdXV2MWRQVG81NmVIa2xuYm8vbzZlbFJLQlNTZE9iN3ZacWFtdmg4djkrdlR6LzlWQTBORGVycjYxTmJXNXRhVzF1MWZ2MzY5SHdDQUFBbXdmWjNoRWVPSE5HeVpjdml6OC8rVU11YU5XdTBhOWN1aGNQaGVCUWxxYkN3VUIwZEhhcXZyOWYyN2R1Vmw1ZW5iZHUyNmZiYmIwL0Q5Z0VBbUp4SjNVZDRya1NqVWJuZGJrVWlFWDVZQmdBTU5WVXQ0SGVOQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpRUVBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREJhU2lGc2JtNVdZV0doc3JPejVmVjYxZG5aK2IzemQrL2VyVVdMRnVtU1N5NVJibTZ1N3I3N2JnMFBENmUwWVFBQTBzbDJDTnZiMjFWWFY2ZW1waVoxZDNlcm9xSkNsWldWQ29WQ1k4NS8rKzIzVlZOVG8zWHIxdW1ERHo3UXE2Kytxai84NFErNjk5NTdKNzE1QUFBbXkzWUl0MjdkcW5YcjF1bmVlKzlWVVZHUm5uNzZhZVhuNTZ1bHBXWE0rZSsrKzY2dXZQSksxZGJXcXJDd1VELy8rYzkxMzMzMzZjaVJJNVBlUEFBQWsyVXJoQ2RQbmxSWFY1ZDhQbC9DdU0vbjA2RkRoOFpjVTE1ZXJ1UEhqNnVqbzBPV1plbUxMNzdRYTYrOXBwVXJWNDc3UHJGWVRORm9OT0VCQU1CVXNCWENvYUVoalk2T3l1UHhKSXg3UEI0TkRBeU11YWE4dkZ5N2QrOVdkWFcxc3JLeU5HZk9IRjErK2VWNjl0bG54MzJmUUNBZ3Q5c2RmK1RuNTl2WkpnQUFFNWJTRDhzNEhJNkU1NVpsSlkyZDFkdmJxOXJhV2ozNjZLUHE2dXJTbTIrK3FXUEhqc252OTQvNytvMk5qWXBFSXZGSGYzOS9LdHNFQU9BSFpkcVpuSk9UbzR5TWpLU3p2OEhCd2FTenhMTUNnWUNXTGwycWh4OStXSkowL2ZYWDY5SkxMMVZGUllVZWYveHg1ZWJtSnExeE9wMXlPcDEydGdZQVFFcHNuUkZtWldYSjYvVXFHQXdtakFlRFFaV1hsNCs1NXB0dnZ0RzBhWWx2azVHUkllbk1tU1FBQU9lVDdVdWpEUTBOMnJsenA5cmEydFRYMTZmNitucUZRcUg0cGM3R3hrYlYxTlRFNTY5YXRVcDc5dXhSUzB1TGpoNDlxbmZlZVVlMXRiVmFzbVNKOHZMeTB2ZEpBQUJJZ2ExTG81SlVYVjJ0NGVGaGJkbXlSZUZ3V01YRnhlcm82RkJCUVlFa0tSd09KOXhUdUhidFdvMk1qT2k1NTU3VGIzN3pHMTErK2VWYXZueTVubmppaWZSOUNnQUFVdVN3ZmdUWEo2UFJxTnh1dHlLUmlGd3UxL25lRGdEZ1BKaXFGdkM3UmdFQVJpT0VBQUNqRVVJQWdORUlJUURBYUlRUUFHQTBRZ2dBTUJvaEJBQVlqUkFDQUl4R0NBRUFSaU9FQUFDakVVSUFnTkVJSVFEQWFJUVFBR0EwUWdnQU1Cb2hCQUFZalJBQ0FJeEdDQUVBUmlPRUFBQ2pFVUlBZ05FSUlRREFhSVFRQUdBMFFnZ0FNQm9oQkFBWWpSQUNBSXhHQ0FFQVJpT0VBQUNqRVVJQWdORUlJUURBYUlRUUFHQTBRZ2dBTUJvaEJBQVlqUkFDQUl4R0NBRUFSaU9FQUFDakVVSUFnTkVJSVFEQWFJUVFBR0EwUWdnQU1Cb2hCQUFZTGFVUU5qYzNxN0N3VU5uWjJmSjZ2ZXJzN1B6ZStiRllURTFOVFNvb0tKRFQ2ZFJWVjEybHRyYTJsRFlNQUVBNlpkcGQwTjdlcnJxNk9qVTNOMnZwMHFWNjRZVVhWRmxacWQ3ZVhzMmZQMy9NTmF0WHI5WVhYM3loMXRaV1hYMzExUm9jSE5TcFU2Y212WGtBQUNiTFlWbVdaV2RCYVdtcEZpOWVySmFXbHZoWVVWR1JxcXFxRkFnRWt1YS8rZWFidXVPT08zVDA2RkhObkRrenBVMUdvMUc1M1c1RkloRzVYSzZVWGdNQThPTTJWUzJ3ZFduMDVNbVQ2dXJxa3MvblN4ajMrWHc2ZE9qUW1HdjI3ZHVua3BJU1BmbmtrNW83ZDY2dXVlWWFyVisvWHQ5KysrMjQ3eE9MeFJTTlJoTWVBQUJNQlZ1WFJvZUdoalE2T2lxUHg1TXc3dkY0TkRBd01PYWFvMGVQNnUyMzMxWjJkcmIyN3Qycm9hRWgzWC8vL2ZyeXl5L0gvWjR3RUFobzgrYk5kcllHQUVCS1V2cGhHWWZEa2ZEY3NxeWtzYk5Pbno0dGg4T2gzYnQzYThtU0pWcXhZb1cyYnQycVhidDJqWHRXMk5qWXFFZ2tFbi8wOS9lbnNrMEFBSDZRclRQQ25Kd2NaV1JrSkozOURRNE9KcDBsbnBXYm02dTVjK2ZLN1hiSHg0cUtpbVJabG80ZlA2NkZDeGNtclhFNm5YSTZuWGEyQmdCQVNteWRFV1psWmNucjlTb1lEQ2FNQjROQmxaZVhqN2xtNmRLbCt2enp6L1gxMTEvSHh6Nzg4RU5ObXpaTjgrYk5TMkhMQUFDa2orMUxvdzBORGRxNWM2ZmEydHJVMTllbit2cDZoVUloK2YxK1NXY3VhOWJVMU1UbjMzbm5uWm8xYTVidXZ2dHU5ZmIyNnVEQmczcjQ0WWQxenozM2FNYU1HZW43SkFBQXBNRDJmWVRWMWRVYUhoN1dsaTFiRkE2SFZWeGNySTZPRGhVVUZFaVN3dUd3UXFGUWZQNWxsMTJtWURDb2h4NTZTQ1VsSlpvMWE1WldyMTZ0eHg5L1BIMmZBZ0NBRk5tK2ovQjg0RDVDQU1BRmNSOGhBQUFYRzBJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpRUVBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJVZ3BoYzNPekNnc0xsWjJkTGEvWHE4N096Z210ZStlZGQ1U1ptYWtiYnJnaGxiY0ZBQ0R0Yklld3ZiMWRkWFYxYW1wcVVuZDN0eW9xS2xSWldhbFFLUFM5NnlLUmlHcHFhblR6elRlbnZGa0FBTkxOWVZtV1pXZEJhV21wRmk5ZXJKYVdsdmhZVVZHUnFxcXFGQWdFeGwxM3h4MTNhT0hDaGNySXlOQWJiN3lobnA2ZUNiOW5OQnFWMisxV0pCS1J5K1d5czEwQXdFVmlxbHBnNjR6dzVNbVQ2dXJxa3MvblN4ajMrWHc2ZE9qUXVPdGVmUEZGZmZ6eHg5cTBhZE9FM2ljV2l5a2FqU1k4QUFDWUNyWkNPRFEwcE5IUlVYazhub1J4ajhlamdZR0JNZGQ4OU5GSDJyaHhvM2J2M3EzTXpNd0p2VThnRUpEYjdZNC84dlB6N1d3VEFJQUpTK21IWlJ3T1I4Snp5N0tTeGlScGRIUlVkOTU1cHpadjNxeHJycmxtd3EvZjJOaW9TQ1FTZi9UMzk2ZXlUUUFBZnRERVR0SCtyNXljSEdWa1pDU2QvUTBPRGlhZEpVclN5TWlJamh3NW91N3ViajM0NElPU3BOT25UOHV5TEdWbVptci8vdjFhdm54NTBqcW4weW1uMDJsbmF3QUFwTVRXR1dGV1ZwYThYcStDd1dEQ2VEQVlWSGw1ZWRKOGw4dWw5OTkvWHowOVBmR0gzKy9YdGRkZXE1NmVIcFdXbGs1dTl3QUFUSkt0TTBKSmFtaG8wRjEzM2FXU2toS1ZsWlZweDQ0ZENvVkM4dnY5a3M1YzF2enNzOC8wMGtzdmFkcTBhU291TGs1WWY4VVZWeWc3T3p0cEhBQ0E4OEYyQ0t1cnF6VThQS3d0VzdZb0hBNnJ1TGhZSFIwZEtpZ29rQ1NGdytFZnZLY1FBSUFMaGUzN0NNOEg3aU1FQUZ3UTl4RUNBSEN4SVlRQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakVZSUFRQkdJNFFBQUtNUlFnQ0EwUWdoQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCZ3RwUkEyTnplcnNMQlEyZG5aOG5xOTZ1enNISGZ1bmoxN2RPdXR0MnIyN05seXVWd3FLeXZUVzIrOWxmS0dBUUJJSjlzaGJHOXZWMTFkblpxYW10VGQzYTJLaWdwVlZsWXFGQXFOT2YvZ3dZTzY5ZFpiMWRIUm9hNnVMaTFidGt5clZxMVNkM2YzcERjUEFNQmtPU3pMc3V3c0tDMHQxZUxGaTlYUzBoSWZLeW9xVWxWVmxRS0J3SVJlNDdycnJsTjFkYlVlZmZUUkNjMlBScU55dTkyS1JDSnl1VngydGdzQXVFaE1WUXRzblJHZVBIbFNYVjFkOHZsOENlTStuMCtIRGgyYTBHdWNQbjFhSXlNam1qbHo1cmh6WXJHWW90Rm93Z01BZ0tsZ0s0UkRRME1hSFIyVngrTkpHUGQ0UEJvWUdKalFhenoxMUZNNmNlS0VWcTllUGU2Y1FDQWd0OXNkZitUbjU5dlpKZ0FBRTViU0Q4czRISTZFNTVabEpZMk41WlZYWHRGamp6Mm05dloyWFhIRkZlUE9hMnhzVkNRU2lULzYrL3RUMlNZQUFEOG8wODdrbkp3Y1pXUmtKSjM5RFE0T0pwMGwvcm4yOW5hdFc3ZE9yNzc2cW02NTVaYnZuZXQwT3VWME91MXNEUUNBbE5nNkk4ekt5cExYNjFVd0dFd1lEd2FES2k4dkgzZmRLNis4b3JWcjErcmxsMS9XeXBVclU5c3BBQUJUd05ZWm9TUTFORFRvcnJ2dVVrbEppY3JLeXJSanh3NkZRaUg1L1g1Slp5NXJmdmJaWjNycHBaY2tuWWxnVFUyTm5ubm1HZDEwMDAzeHM4a1pNMmJJN1hhbjhhTUFBR0NmN1JCV1YxZHJlSGhZVzdac1VUZ2NWbkZ4c1RvNk9sUlFVQ0JKQ29mRENmY1V2dkRDQ3pwMTZwUWVlT0FCUGZEQUEvSHhOV3ZXYU5ldVhaUC9CQUFBVElMdCt3alBCKzRqQkFCY0VQY1JBZ0J3c1NHRUFBQ2pFVUlBZ05FSUlRREFhSVFRQUdBMFFnZ0FNQm9oQkFBWWpSQUNBSXhHQ0FFQVJpT0VBQUNqRVVJQWdORUlJUURBYUlRUUFHQTBRZ2dBTUJvaEJBQVlqUkFDQUl4R0NBRUFSaU9FQUFDakVVSUFnTkVJSVFEQWFJUVFBR0EwUWdnQU1Cb2hCQUFZalJBQ0FJeEdDQUVBUmlPRUFBQ2pFVUlBZ05FSUlRREFhSVFRQUdBMFFnZ0FNQm9oQkFBWWpSQUNBSXhHQ0FFQVJpT0VBQUNqRVVJQWdORUlJUURBYUlRUUFHQTBRZ2dBTUJvaEJBQVlqUkFDQUl5V1VnaWJtNXRWV0ZpbzdPeHNlYjFlZFhaMmZ1LzhBd2NPeU92MUtqczdXd3NXTE5Eenp6K2YwbVlCQUVnMzJ5RnNiMjlYWFYyZG1wcWExTjNkcllxS0NsVldWaW9VQ28wNS85aXhZMXF4WW9VcUtpclUzZDJ0Ung1NVJMVzF0WHI5OWRjbnZYa0FBQ2JMWVZtV1pXZEJhV21wRmk5ZXJKYVdsdmhZVVZHUnFxcXFGQWdFa3VadjJMQkIrL2J0VTE5Zlgzek03L2ZydmZmZTArSERoOGQ4ajFnc3BsZ3NGbjhlaVVRMGYvNTg5ZmYzeStWeTJka3VBT0FpRVkxR2xaK2ZyNisrK2twdXR6dDlMMnpaRUl2RnJJeU1ER3ZQbmowSjQ3VzF0ZFl2ZnZHTE1kZFVWRlJZdGJXMUNXTjc5dXl4TWpNenJaTW5UNDY1WnRPbVRaWWtIang0OE9EQkkrbng4Y2NmMjBuWEQ4cVVEVU5EUXhvZEhaWEg0MGtZOTNnOEdoZ1lHSFBOd01EQW1QTlBuVHFsb2FFaDVlYm1KcTFwYkd4VVEwTkQvUGxYWDMybGdvSUNoVUtoOVA2dmdJdlkyZi9seEZtMFBSdzMremhtcWVHNDJYZjI2dURNbVRQVCtycTJRbmlXdytGSWVHNVpWdExZRDgwZmEvd3NwOU1wcDlPWk5PNTJ1L2tIWTVQTDVlS1lwWURqWmgvSExEVWNOL3VtVFV2dkRRKzJYaTBuSjBjWkdSbEpaMytEZzROSlozMW56Wmt6Wjh6NW1abVptalZybHMzdEFnQ1FYclpDbUpXVkphL1hxMkF3bURBZURBWlZYbDQrNXBxeXNyS2srZnYzNzFkSlNZbW1UNTl1YzdzQUFLU1g3ZlBMaG9ZRzdkeTVVMjF0YmVycjYxTjlmYjFDb1pEOGZyK2tNOS92MWRUVXhPZjcvWDU5K3VtbmFtaG9VRjlmbjlyYTJ0VGEycXIxNjlkUCtEMmRUcWMyYmRvMDV1VlNqSTFqbGhxT20zMGNzOVJ3M095YnFtTm0rL1lKNmN3TjlVOCsrYVRDNGJDS2k0djFQLzdILzlBdmZ2RUxTZExhdFd2MXlTZWY2Si8vK1ovajh3OGNPS0Q2K25wOThNRUh5c3ZMMDRZTkcrTGhCQURnZkVvcGhBQUFYQ3o0WGFNQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakVZSUFRQkdJNFFBQUtNUlFnQ0EwUWdoQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakdZN2hBY1BIdFNxVmF1VWw1Y25oOE9oTjk1NDR3ZlhIRGh3UUY2dlY5bloyVnF3WUlHZWYvNzVWUFlLQUVEYTJRN2hpUk1udEdqUklqMzMzSE1UbW4vczJER3RXTEZDRlJVVjZ1N3UxaU9QUEtMYTJscTkvdnJydGpjTEFFQzZPU3pMc2xKZTdIQm83OTY5cXFxcUduZk9oZzBidEcvZlB2WDE5Y1hIL0g2LzNudnZQUjArZkRqVnR3WUFJQzB5cC9vTkRoOCtMSi9QbHpCMjIyMjNxYlcxVmQ5OTk1Mm1UNStldENZV2l5a1dpOFdmbno1OVdsOSsrYVZtelpvbGg4TXgxVnNHQUZ5QUxNdlN5TWlJOHZMeU5HMWErbjdFWmNwRE9EQXdJSS9Ia3pEbThYaDA2dFFwRFEwTktUYzNOMmxOSUJEUTVzMmJwM3ByQUlBZm9mNytmczJiTnk5dHJ6ZmxJWlNVZEJaMzltcnNlR2QzalkyTmFtaG9pRCtQUkNLYVAzKysrdnY3NVhLNXBtNmpBSUFMVmpRYVZYNSt2bjd5azUrazlYV25QSVJ6NXN6UndNQkF3dGpnNEtBeU16TTFhOWFzTWRjNG5VNDVuYzZrY1pmTFJRZ0J3SERwL29wc3l1OGpMQ3NyVXpBWVRCamJ2MysvU2twS3h2eCtFQUNBYzhsMkNMLysrbXYxOVBTb3A2ZEgwcG5iSTNwNmVoUUtoU1NkdWF4WlUxTVRuKy8zKy9YcHA1K3FvYUZCZlgxOWFtdHJVMnRycTlhdlg1K2VUd0FBd0NUWXZqUjY1TWdSTFZ1MkxQNzg3SGQ1YTlhczBhNWR1eFFPaCtOUmxLVEN3a0oxZEhTb3ZyNWUyN2R2VjE1ZW5yWnQyNmJiYjc4OURkc0hBR0J5Sm5VZjRia1NqVWJsZHJzVmlVVDRqaEFBRERWVkxlQjNqUUlBakVZSUFRQkdJNFFBQUtNUlFnQ0EwUWdoQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakVZSUFRQkdJNFFBQUtNUlFnQ0EwUWdoQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWURSQ0NBQXdXa29oYkc1dVZtRmhvYkt6cytYMWV0WFoyZm05ODNmdjNxMUZpeGJwa2tzdVVXNXVydTYrKzI0TkR3K250R0VBQU5MSmRnamIyOXRWVjFlbnBxWW1kWGQzcTZLaVFwV1ZsUXFGUW1QT2YvdnR0MVZUVTZOMTY5YnBndzgrMEt1dnZxby8vT0VQdXZmZWV5ZTllUUFBSnN0MkNMZHUzYXAxNjlicDNudnZWVkZSa1o1Kyttbmw1K2VycGFWbHpQbnZ2dnV1cnJ6eVN0WFcxcXF3c0ZBLy8vblBkZDk5OStuSWtTT1QzandBQUpObEs0UW5UNTVVVjFlWGZENWZ3cmpQNTlPaFE0ZkdYRk5lWHE3ang0K3JvNk5EbG1YcGl5KyswR3V2dmFhVksxZU8rejZ4V0V6UmFEVGhBUURBVkxBVndxR2hJWTJPanNyajhTU01lendlRFF3TWpMbW12THhjdTNmdlZuVjF0Ykt5c2pSbnpoeGRmdm5sZXZiWlo4ZDluMEFnSUxmYkhYL2s1K2ZiMlNZQUFCT1cwZy9MT0J5T2hPZVdaU1dObmRYYjI2dmEybG85K3VpajZ1cnEwcHR2dnFsang0N0o3L2VQKy9xTmpZMktSQ0x4UjM5L2Z5cmJCQURnQjJYYW1aeVRrNk9Nakl5a3M3L0J3Y0drczhTekFvR0FsaTVkcW9jZmZsaVNkUDMxMSt2U1N5OVZSVVdGSG4vOGNlWG01aWF0Y1RxZGNqcWRkcllHQUVCS2JKMFJabVZseWV2MUtoZ01Kb3dIZzBHVmw1ZVB1ZWFiYjc3UnRHbUpiNU9Sa1NIcHpKa2tBQURuaysxTG93ME5EZHE1YzZmYTJ0clUxOWVuK3ZwNmhVS2grS1hPeHNaRzFkVFV4T2V2V3JWS2UvYnNVVXRMaTQ0ZVBhcDMzbmxIdGJXMVdySmtpZkx5OHRMM1NRQUFTSUd0UzZPU1ZGMWRyZUhoWVczWnNrWGhjRmpGeGNYcTZPaFFRVUdCSkNrY0RpZmNVN2gyN1ZxTmpJem91ZWVlMDI5Kzh4dGRmdm5sV3I1OHVaNTQ0b24wZlFvQUFGTGtzSDRFMXllajBhamNicmNpa1loY0x0ZjUzZzRBNER5WXFoYnd1MFlCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpRUVBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpRUVBQmdORUlJQURBYUlRUUFHQzJsRURZM042dXdzRkRaMmRueWVyM3E3T3o4M3ZteFdFeE5UVTBxS0NpUTArblVWVmRkcGJhMnRwUTJEQUJBT21YYVhkRGUzcTY2dWpvMU56ZHI2ZEtsZXVHRkYxUlpXYW5lM2w3Tm56OS96RFdyVjYvV0YxOThvZGJXVmwxOTlkVWFIQnpVcVZPbkpyMTVBQUFteTJGWmxtVm5RV2xwcVJZdlhxeVdscGI0V0ZGUmthcXFxaFFJQkpMbXYvbm1tN3Jqamp0MDlPaFJ6Wnc1TTZWTlJxTlJ1ZDF1UlNJUnVWeXVsRjREQVBEak5sVXRzSFZwOU9USmsrcnE2cExQNTBzWTkvbDhPblRvMEpocjl1M2JwNUtTRWozNTVKT2FPM2V1cnJubUdxMWZ2MTdmZnZ2dHVPOFRpOFVValVZVEhnQUFUQVZibDBhSGhvWTBPam9xajhlVE1PN3hlRFF3TUREbW1xTkhqK3J0dDk5V2RuYTI5dTdkcTZHaElkMS8vLzM2OHNzdngvMmVNQkFJYVBQbXpYYTJCZ0JBU2xMNllSbUh3NUh3M0xLc3BMR3pUcDgrTFlmRG9kMjdkMnZKa2lWYXNXS0Z0bTdkcWwyN2RvMTdWdGpZMktoSUpCSi85UGYzcDdKTkFBQitrSzB6d3B5Y0hHVmtaQ1NkL1EwT0RpYWRKWjZWbTV1cnVYUG55dTEyeDhlS2lvcGtXWmFPSHordWhRc1hKcTF4T3AxeU9wMTJ0Z1lBUUVwc25SRm1aV1hKNi9VcUdBd21qQWVEUVpXWGw0KzVadW5TcGZyODg4LzE5ZGRmeDhjKy9QQkRUWnMyVGZQbXpVdGh5d0FBcEkvdFM2TU5EUTNhdVhPbjJ0cmExTmZYcC9yNmVvVkNJZm45ZmtsbkxtdlcxTlRFNTk5NTU1MmFOV3VXN3I3N2J2WDI5dXJnd1lONitPR0hkYzg5OTJqR2pCbnAreVFBQUtUQTluMkUxZFhWR2g0ZTFwWXRXeFFPaDFWY1hLeU9qZzRWRkJSSWtzTGhzRUtoVUh6K1paZGRwbUF3cUljZWVrZ2xKU1dhTld1V1ZxOWVyY2NmZnp4OW53SUFnQlRadm8vd2ZPQStRZ0RBQlhFZklRQUFGeHRDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakVZSUFRQkdJNFFBQUtNUlFnQ0EwUWdoQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvS1lXd3VibFpoWVdGeXM3T2x0ZnJWV2RuNTRUV3ZmUE9POHJNek5RTk45eVF5dHNDQUpCMnRrUFkzdDZ1dXJvNk5UVTFxYnU3V3hVVkZhcXNyRlFvRlByZWRaRklSRFUxTmJyNTVwdFQzaXdBQU9ubXNDekxzck9ndExSVWl4Y3ZWa3RMUzN5c3FLaElWVlZWQ2dRQzQ2Njc0NDQ3dEhEaFFtVmtaT2lOTjk1UVQwL1B1SE5qc1poaXNWajhlVFFhVlg1K3ZpS1JpRnd1bDUzdEFnQXVFdEZvVkc2M08rMHRzSFZHZVBMa1NYVjFkY25uOHlXTSszdytIVHAwYU54MUw3NzRvajcrK0dOdDJyUnBRdThUQ0FUa2RydmpqL3o4ZkR2YkJBQmd3bXlGY0dob1NLT2pvL0o0UEFuakhvOUhBd01EWTY3NTZLT1B0SEhqUnUzZXZWdVptWmtUZXAvR3hrWkZJcEg0bzcrLzM4NDJBUUNZc0ltVjZjODRISTZFNTVabEpZMUowdWpvcU82ODgwNXQzcnhaMTF4enpZUmYzK2wweXVsMHBySTFBQUJzc1JYQ25Kd2NaV1JrSkozOURRNE9KcDBsU3RMSXlJaU9IRG1pN3U1dVBmamdnNUtrMDZkUHk3SXNaV1ptYXYvKy9WcStmUGtrdGc4QXdPVFl1alNhbFpVbHI5ZXJZRENZTUI0TUJsVmVYcDQwMytWeTZmMzMzMWRQVDAvODRmZjdkZTIxMTZxbnAwZWxwYVdUMnowQUFKTmsrOUpvUTBPRDdycnJMcFdVbEtpc3JFdzdkdXhRS0JTUzMrK1hkT2I3dmM4Kyswd3Z2ZlNTcGsyYnB1TGk0b1QxVjF4eGhiS3pzNVBHQVFBNEgyeUhzTHE2V3NQRHc5cXlaWXZDNGJDS2k0dlYwZEdoZ29JQ1NWSTRIUDdCZXdvQkFMaFEyTDZQOEh5WXFudEhBQUEvSGhmRWZZUUFBRnhzQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWWpoQUFBb3hGQ0FJRFJDQ0VBd0dpRUVBQmdORUlJQURBYUlRUUFHSTBRQWdDTVJnZ0JBRVlqaEFBQW94RkNBSURSQ0NFQXdHaUVFQUJnTkVJSUFEQWFJUVFBR0kwUUFnQ01SZ2dCQUVZamhBQUFveEZDQUlEUkNDRUF3R2lFRUFCZ05FSUlBREFhSVFRQUdJMFFBZ0NNUmdnQkFFWkxLWVROemMwcUxDeFVkbmEydkY2dk9qczd4NTI3Wjg4ZTNYcnJyWm85ZTdaY0xwZkt5c3IwMWx0dnBieGhBQURTeVhZSTI5dmJWVmRYcDZhbUpuVjNkNnVpb2tLVmxaVUtoVUpqemo5NDhLQnV2ZlZXZFhSMHFLdXJTOHVXTGRPcVZhdlUzZDA5NmMwREFEQlpEc3V5TERzTFNrdEx0WGp4WXJXMHRNVEhpb3FLVkZWVnBVQWdNS0hYdU82NjYxUmRYYTFISDMxMFF2T2owYWpjYnJjaWtZaGNMcGVkN1FJQUxoSlQxUUpiWjRRblQ1NVVWMWVYZkQ1ZndyalA1OU9oUTRjbTlCcW5UNS9XeU1pSVpzNmNPZTZjV0N5bWFEU2E4QUFBWUNyWUN1SFEwSkJHUjBmbDhYZ1N4ajBlandZR0JpYjBHazg5OVpST25EaWgxYXRYanpzbkVBakk3WGJISC9uNStYYTJDUURBaEtYMHd6SU9oeVBodVdWWlNXTmplZVdWVi9UWVk0K3B2YjFkVjF4eHhianpHaHNiRllsRTRvLysvdjVVdGdrQXdBL0t0RE01SnlkSEdSa1pTV2QvZzRPRFNXZUpmNjY5dlYzcjFxM1RxNisrcWx0dXVlVjc1enFkVGptZFRqdGJBd0FnSmJiT0NMT3lzdVQxZWhVTUJoUEdnOEdneXN2THgxMzN5aXV2YU8zYXRYcjU1WmUxY3VYSzFIWUtBTUFVc0hWR0tFa05EUTI2NjY2N1ZGSlNvckt5TXUzWXNVT2hVRWgrdjEvU21jdWFuMzMybVY1NjZTVkpaeUpZVTFPalo1NTVSamZkZEZQOGJITEdqQmx5dTkxcC9DZ0FBTmhuTzRUVjFkVWFIaDdXbGkxYkZBNkhWVnhjckk2T0RoVVVGRWlTd3VGd3dqMkZMN3p3Z2s2ZE9xVUhIbmhBRHp6d1FIeDh6Wm8xMnJWcjErUS9BUUFBazJEN1BzTHpnZnNJQVFBWHhIMkVBQUJjYkFnaEFNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakVZSUFRQkdJNFFBQUtNUlFnQ0EwUWdoQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLTVJRZ0NBMFFnaEFNQm9oQkFBWURSQ0NBQXdHaUVFQUJpTkVBSUFqRVlJQVFCR0k0UUFBS01SUWdDQTBRZ2hBTUJvaEJBQVlEUkNDQUF3R2lFRUFCaU5FQUlBakVZSUFRQkdTeW1FemMzTktpd3NWSFoydHJ4ZXJ6bzdPNzkzL29FREIrVDFlcFdkbmEwRkN4Ym8rZWVmVDJtekFBQ2ttKzBRdHJlM3E2NnVUazFOVGVydTdsWkZSWVVxS3lzVkNvWEduSC9zMkRHdFdMRkNGUlVWNnU3dTFpT1BQS0xhMmxxOS92cnJrOTQ4QUFDVDViQXN5N0t6b0xTMFZJc1hMMVpMUzB0OHJLaW9TRlZWVlFvRUFrbnpOMnpZb0gzNzlxbXZyeTgrNXZmNzlkNTc3K253NGNNVGVzOW9OQ3EzMjYxSUpDS1h5MlZudXdDQWk4UlV0U0RUenVTVEowK3FxNnRMR3pkdVRCajMrWHc2ZE9qUW1Hc09IejRzbjgrWE1IYmJiYmVwdGJWVjMzMzNuYVpQbjU2MEpoYUxLUmFMeFo5SEloRkpadzRDQU1CTVp4dGc4L3p0QjlrSzRkRFFrRVpIUitYeGVCTEdQUjZQQmdZR3hsd3pNREF3NXZ4VHAwNXBhR2hJdWJtNVNXc0NnWUEyYjk2Y05KNmZuMjludXdDQWk5RHc4TERjYm5mYVhzOVdDTTl5T0J3Snp5M0xTaHI3b2ZsampaL1YyTmlvaG9hRytQT3Z2dnBLQlFVRkNvVkNhZjN3RjdOb05LcjgvSHoxOS9kek9ka0dqcHQ5SExQVWNOenNpMFFpbWo5L3ZtYk9uSm5XMTdVVndweWNIR1ZrWkNTZC9RME9EaWFkOVowMVo4NmNNZWRuWm1acTFxeFpZNjV4T3AxeU9wMUo0MjYzbTM4d05ybGNMbzVaQ2podTluSE1Vc054czIvYXRQVGUrV2ZyMWJLeXN1VDFlaFVNQmhQR2c4R2d5c3ZMeDF4VFZsYVdOSC8vL3YwcUtTa1o4L3RCQUFET0pkdFpiV2hvME02ZE85WFcxcWErdmo3VjE5Y3JGQXJKNy9kTE9uTlpzNmFtSmo3ZjcvZnIwMDgvVlVORGcvcjYrdFRXMXFiVzFsYXRYNzgrZlo4Q0FJQVUyZjZPc0xxNldzUER3OXF5Wll2QzRiQ0tpNHZWMGRHaGdvSUNTVkk0SEU2NHA3Q3dzRkFkSFIycXI2L1g5dTNibFplWHAyM2J0dW4yMjIrZjhIczZuVTV0MnJScHpNdWxHQnZITERVY04vczRacW5odU5rM1ZjZk05bjJFQUFCY1RQaGRvd0FBb3hGQ0FJRFJDQ0VBd0dpRUVBQmd0QXNtaFB4cEovdnNITE05ZS9ibzFsdHYxZXpacytWeXVWUldWcWEzM25yckhPNzJ3bUgzMzlwWjc3enpqakl6TTNYRERUZE03UVl2UUhhUFdTd1dVMU5Ua3dvS0N1UjBPblhWVlZlcHJhM3RITzMyd21IM3VPM2V2VnVMRmkzU0paZGNvdHpjWE4xOTk5MGFIaDQrUjdzOS93NGVQS2hWcTFZcEx5OVBEb2REYjd6eHhnK3VTVXNMckF2QVAvekRQMWpUcDArM2Z2ZTczMW05dmIzV3IzLzlhK3ZTU3krMVB2MzAwekhuSHoxNjFMcmtra3VzWC8vNjExWnZiNi8xdTkvOXpwbytmYnIxMm11dm5lT2RuejkyajltdmYvMXI2NGtubnJCKy8vdmZXeDkrK0tIVjJOaG9UWjgrM2ZyWGYvM1hjN3p6ODh2dWNUdnJxNisrc2hZc1dHRDVmRDVyMGFKRjUyYXpGNGhVanRsZi91VmZXcVdscFZZd0dMU09IVHRtL2N1Ly9JdjF6anZ2bk1OZG4zOTJqMXRuWjZjMWJkbzA2NWxubnJHT0hqMXFkWFoyV3RkZGQ1MVZWVlYxam5kKy9uUjBkRmhOVFUzVzY2Ky9ia215OXU3ZCs3M3owOVdDQ3lLRVM1WXNzZngrZjhMWVQzLzZVMnZqeG8xanp2OHYvK1cvV0QvOTZVOFR4dTY3N3o3cnBwdHVtckk5WG1qc0hyT3gvT3huUDdNMmI5NmM3cTFkMEZJOWJ0WFYxZGJmL3UzZldwczJiVEl1aEhhUDJULzkwejlaYnJmYkdoNGVQaGZidTJEWlBXNy8vYi8vZDJ2QmdnVUpZOXUyYmJQbXpaczNaWHU4a0Uwa2hPbHF3WG0vTkhyMlR6djkrWjlxU3VWUE94MDVja1RmZmZmZGxPMzFRcEhLTWZ0enAwK2Yxc2pJU05wL2VlMkZMTlhqOXVLTEwrcmpqei9XcGsyYnBucUxGNXhVanRtK2ZmdFVVbEtpSjU5OFVuUG56dFUxMTF5ajlldlg2OXR2dnowWFc3NGdwSExjeXN2TGRmejRjWFYwZE1peUxIM3h4UmQ2N2JYWHRITGx5bk94NVIrbGRMVWdwYjgra1U3bjZrODdYVXhTT1daLzdxbW5udEtKRXllMGV2WHFxZGppQlNtVjQvYlJSeDlwNDhhTjZ1enNWR2JtZWY5L2wzTXVsV04yOU9oUnZmMzIyOHJPenRiZXZYczFORFNrKysrL1gxOSsrYVV4M3hPbWN0ekt5OHUxZS9kdVZWZFg2OS8rN2Q5MDZ0UXAvZVZmL3FXZWZmYlpjN0hsSDZWMHRlQzhueEdlTmRWLzJ1bGlaUGVZbmZYS0s2L29zY2NlVTN0N3U2NjQ0b3FwMnQ0RmE2TEhiWFIwVkhmZWVhYzJiOTZzYTY2NTVseHQ3NEprNTkvYTZkT241WEE0dEh2M2JpMVpza1FyVnF6UTFxMWJ0V3ZYTHFQT0NpVjd4NjIzdDFlMXRiVjY5TkZIMWRYVnBUZmZmRlBIamgyTC94NW5qQzBkTFRqdi94UDNYUDFwcDR0SktzZnNyUGIyZHExYnQwNnZ2dnFxYnJubGxxbmM1Z1hIN25FYkdSblJrU05IMU4zZHJRY2ZmRkRTbWYrU3R5eExtWm1aMnI5L3Y1WXZYMzVPOW42K3BQSnZMVGMzVjNQbnprMzQyNkZGUlVXeUxFdkhqeC9Yd29VTHAzVFBGNEpVamxzZ0VORFNwVXYxOE1NUFM1S3V2LzU2WFhycHBhcW9xTkRqano5KzBWL3BTa1c2V25EZXp3ajUwMDcycFhMTXBETm5nbXZYcnRYTEw3OXM1UGNPZG8rYnkrWFMrKysvcjU2ZW52akQ3L2ZyMm11dlZVOVBqMHBMUzgvVjFzK2JWUDZ0TFYyNlZKOS8vcm0rL3ZycitOaUhIMzZvYWRPbWFkNjhlVk82M3d0RktzZnRtMisrU2ZvN2V4a1pHWkwrLzdNY0pFcGJDMno5YU0wVU9mdGp4cTJ0clZadmI2OVZWMWRuWFhycHBkWW5uM3hpV1pabGJkeTQwYnJycnJ2aTg4Lyt5R3g5ZmIzVjI5dHJ0YmEyR252N3hFU1AyY3N2djJ4bFptWmEyN2R2dDhMaGNQengxVmRmbmErUGNGN1lQVzUvenNTZkdyVjd6RVpHUnF4NTgrWlpmL1ZYZjJWOThNRUgxb0VEQjZ5RkN4ZGE5OTU3Ny9uNkNPZUYzZVAyNG9zdldwbVptVlp6YzdQMThjY2ZXMisvL2JaVlVsSmlMVm15NUh4OWhITnVaR1RFNnU3dXRycTd1eTFKMXRhdFc2M3U3dTc0TFNkVDFZSUxJb1NXWlZuYnQyKzNDZ29Lckt5c0xHdng0c1hXZ1FNSDR2L1ptalZyckYvKzhwY0o4Ly81bi8vWnV2SEdHNjJzckN6cnlpdXZ0RnBhV3M3eGpzOC9POGZzbDcvOHBTVXA2YkZtelpwenYvSHp6TzYvdGYrWGlTRzBMUHZIcksrdno3cmxsbHVzR1RObVdQUG16Yk1hR2hxc2I3NzU1aHp2K3Z5emU5eTJiZHRtL2V4blA3Tm16SmhoNWVibVduLzkxMzl0SFQ5Ky9CenYrdno1WC8vcmYzM3ZmMDlOVlF2NE0wd0FBS09kOSs4SUFRQTRud2doQU1Cb2hCQUFZRFJDQ0FBd0dpRUVBQmlORUFJQWpFWUlBUUJHSTRRQUFLTVJRdUFDOU1rbm44amhjS2lucHljdGMzZnQycVhMTDc4OFlXekhqaDNLejgvWHRHblQ5UFRUVDA5cXY4Q1BHU0VFSm1udDJyVnlPQnh5T0J6S3pNelUvUG56OWF0Zi9VcC8rdE9menZmVzRxcXJxL1hoaHgvR24wZWpVVDM0NElQYXNHR0RQdnZzTS8zbi8veWY5UmQvOFJlcXE2czdmNXNFenBQei9tZVlnSXZCdi8vMy8xNHZ2dmlpVHAwNnBkN2VYdDF6enozNjZxdXY5TW9ycjV6dnJVbVNac3lZb1JrelpzU2ZoMEloZmZmZGQxcTVjaVYvM2dmRzQ0d1FTQU9uMDZrNWMrWm8zcng1OHZsOHFxNnUxdjc5KytQLytZc3Z2cWlpb2lKbFoyZnJwei85cVpxYm14UFcvLzczdjllTk45Nm83T3hzbFpTVXFMdTdPK0UvLzlPZi9xUy8vdXUvMXV6WnN6Vmp4Z3d0WExoUUw3NzRZc0tjbzBlUGF0bXlaYnJra2t1MGFORWlIVDU4T1A2Zi9iK1hSbmZ0MnFWLzkrLytuU1Jwd1lJRmNqZ2NXcnQyclE0Y09LQm5ubmttZm5iN3lTZWZwUEVJQVJjdXpnaUJORHQ2OUtqZWZQUE4rTjlEKzkzdmZxZE5temJwdWVlZTA0MDMzcWp1N203OXpkLzhqUzY5OUZLdFdiTkdKMDZjMEgvNEQvOUJ5NWN2MTkvLy9kL3IyTEZqK3ZXdmY1M3dtdi8xdi81WDlmYjI2cC8rNlorVWs1T2pQLzd4ajBsLzdiMnBxVW0vL2UxdnRYRGhRalUxTmVrLy9hZi9wRC8rOFkvS3pFejhmL1BxNm1ybDUrZnJsbHR1MGU5Ly8zdmw1K2RyeG93Wit2REREMVZjWEt3dFc3WklrbWJQbmoyRlJ3bTRjQkJDSUEzKzhSLy9VWmRkZHBsR1IwZjFiLy8yYjVLa3JWdTNTcEwrMjMvN2IzcnFxYWYwSC8vamY1UWtGUllXcXJlM1Z5Kzg4SUxXckZtajNidDNhM1IwVkcxdGJicmtra3QwM1hYWDZmang0L3JWcjM0VmYvMVFLS1FiYjd4UkpTVWxrcVFycjd3eWFRL3IxNitQLzhIbHpaczM2N3JycnRNZi8vaEgvZlNuUDAyWU4yUEdqUGhmNzU0OWU3Ym16SmtqNmN3Zms3M2tra3ZpendGVEVFSWdEWll0VzZhV2xoWjk4ODAzMnJsenB6Nzg4RU05OU5CRCtqLy81Lytvdjc5ZjY5YXQwOS84emQvRTU1ODZkVXB1dDF1UzFOZlhwMFdMRnVtU1N5NkovK2RsWldVSnIvK3JYLzFLdDk5K3UvNzFYLzlWUHA5UFZWVlZTWC9wL1BycnI0Ly8zMmUvOXhzY0hFd0tJWUJFZkVjSXBNR2xsMTZxcTYrK1d0ZGZmNzIyYmR1bVdDeW16WnMzNi9UcDA1TE9YQjd0NmVtSlAvNzMvLzdmZXZmZGR5VkpFL21Ub0pXVmxmcjAwMDlWVjFlbnp6Ly9YRGZmZkxQV3IxK2ZNT2ZzcFZoSmNqZ2NraFIvZndEakk0VEFGTmkwYVpOKys5dmZhblIwVkhQbnp0WFJvMGQxOWRWWEp6d0tDd3NsU1QvNzJjLzAzbnZ2Slh6bmR6YVMvNi9aczJkcjdkcTErdnUvLzNzOS9mVFQyckZqUjFyM25KV1ZwZEhSMGJTK0p2Qmp3S1ZSWUFyOHhWLzhoYTY3N2pyOTNkLzluUjU3N0RIVjF0Yks1WEtwc3JKU3NWaE1SNDRjMFovKzlDYzFORFRvemp2dlZGTlRrOWF0VzZlLy9kdS8xU2VmZktMZi92YTNDYS8zNktPUHl1djE2cnJycmxNc0Z0TS8vdU0vcXFpb0tLMTd2dkxLSy9Vdi8vSXYrdVNUVDNUWlpaZHA1c3labWphTi82Mk1peC8veW9FcDB0RFFvTi85N25lNjdiYmJ0SFBuenZodEM3Lzg1UysxYTlldStCbmhaWmRkcHYvNVAvK25lbnQ3ZGVPTk42cXBxVWxQUFBGRXdtdGxaV1dwc2JGUjExOS92WDd4aTE4b0l5TkQvL0FQLzVEVy9hNWZ2MTRaR1JuNjJjOStwdG16WnlzVUNxWDE5WUVMbGNPYXlCY1VBQUJjcERnakJBQVlqUkFDQUl4R0NBRUFSaU9FQUFDakVVSUFnTkVJSVFEQWFJUVFBR0EwUWdnQU1Cb2hCQUFZalJBQ0FJeEdDQUVBUnZ2L0FOVkV5RlZ1WTN6SEFBQUFBRWxGVGtTdVFtQ0MiLAotICAgICAgInRleHQvcGxhaW4iOiBbCi0gICAgICAgIjxGaWd1cmUgc2l6ZSA1MDB4MTUwMCB3aXRoIDQgQXhlcz4iCi0gICAgICBdCi0gICAgIH0sCi0gICAgICJtZXRhZGF0YSI6IHt9LAotICAgICAib3V0cHV0X3R5cGUiOiAiZGlzcGxheV9kYXRhIgotICAgIH0KLSAgIF0sCisgICAib3V0cHV0cyI6IFtdLAogICAgInNvdXJjZSI6IFsKICAgICAiXG4iLAogICAgICJpbmRpY2VzID0gWzE3OCwgNTQzLCAyMTAwMCwgNTAwMDBdXG4iLApAQCAtODMzLDIyICs1NzMsMTAgQEAKICAgfSwKICAgewogICAgImNlbGxfdHlwZSI6ICJjb2RlIiwKLSAgICJleGVjdXRpb25fY291bnQiOiAxNCwKKyAgICJleGVjdXRpb25fY291bnQiOiBudWxsLAogICAgImlkIjogIjc5NGZmNGYxIiwKICAgICJtZXRhZGF0YSI6IHt9LAotICAgIm91dHB1dHMiOiBbCi0gICAgewotICAgICAiZW5hbWUiOiAiTmFtZUVycm9yIiwKLSAgICAgImV2YWx1ZSI6ICJuYW1lICd6JyBpcyBub3QgZGVmaW5lZCIsCi0gICAgICJvdXRwdXRfdHlwZSI6ICJlcnJvciIsCi0gICAgICJ0cmFjZWJhY2siOiBbCi0gICAgICAiXHUwMDFiWzA7MzFtLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tXHUwMDFiWzBtIiwKLSAgICAgICJcdTAwMWJbMDszMW1OYW1lRXJyb3JcdTAwMWJbMG0gICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICBUcmFjZWJhY2sgKG1vc3QgcmVjZW50IGNhbGwgbGFzdCkiLAotICAgICAgIkNlbGwgXHUwMDFiWzA7MzJtSW5bMTRdLCBsaW5lIDNcdTAwMWJbMG1cblx1MDAxYlsxOzMybSAgICAgIDFcdTAwMWJbMG0gXHUwMDFiWzM4OzU7Mjg7MDFtZm9yXHUwMDFiWzM5OzAwbSBpIFx1MDAxYlszODs1OzEyOTswMW1pblx1MDAxYlszOTswMG0gXHUwMDFiWzM4OzU7MjhtcmFuZ2VcdTAwMWJbMzltKFx1MDAxYlszODs1OzI0MW0xMDAwMFx1MDAxYlszOW0sXHUwMDFiWzM4OzU7MjQxbTEyMDAwXHUwMDFiWzM5bSxcdTAwMWJbMzg7NTsyNDFtNTBcdTAwMWJbMzltKTpcblx1MDAxYlsxOzMybSAgICAgIDJcdTAwMWJbMG0gICAgIFx1MDAxYlszODs1OzY2OzAzbSMgTm9ybWFsaXplIHRvIHBlYWsgMSB0byBhdm9pZCB2ZXJ5IHNwaWt5IFBERnMgZG9taW5hdGluZ1x1MDAxYlszOTswMG1cblx1MDAxYlswOzMybS0tLS0+IDNcdTAwMWJbMG0gICAgIHBsdFx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bXBsb3QoXHUwMDFiWzQzbXpcdTAwMWJbNDltLCBwZGZzW2ldIFx1MDAxYlszODs1OzI0MW0vXHUwMDFiWzM5bSBwZGZzW2ldXHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltbWF4KCkpXG5cdTAwMWJbMTszMm0gICAgICA0XHUwMDFiWzBtIHBsdFx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bXhsYWJlbChcdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtQmlucyBvZiBSZWRzaGlmdFx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW0pXG5cdTAwMWJbMTszMm0gICAgICA1XHUwMDFiWzBtIHBsdFx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bXlsYWJlbChcdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtUHJvYmFiaWxpdHkgRGVuc2l0eSBGdW5jYXRpb24gZm9yIEdhbGF4eSBcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltKVxuIiwKLSAgICAgICJcdTAwMWJbMDszMW1OYW1lRXJyb3JcdTAwMWJbMG06IG5hbWUgJ3onIGlzIG5vdCBkZWZpbmVkIgotICAgICBdCi0gICAgfQotICAgXSwKKyAgICJvdXRwdXRzIjogW10sCiAgICAic291cmNlIjogWwogICAgICJmb3IgaSBpbiByYW5nZSgxMDAwMCwxMjAwMCw1MCk6XG4iLAogICAgICIgICAgIyBOb3JtYWxpemUgdG8gcGVhayAxIHRvIGF2b2lkIHZlcnkgc3Bpa3kgUERGcyBkb21pbmF0aW5nXG4iLApAQCAtODc4LDU1ICs2MDYsMjIgQEAKICAgfSwKICAgewogICAgImNlbGxfdHlwZSI6ICJjb2RlIiwKLSAgICJleGVjdXRpb25fY291bnQiOiAxNSwKKyAgICJleGVjdXRpb25fY291bnQiOiBudWxsLAogICAgImlkIjogImQ5Y2Y3NWE2IiwKICAgICJtZXRhZGF0YSI6IHsKICAgICAic2Nyb2xsZWQiOiB0cnVlCiAgICB9LAotICAgIm91dHB1dHMiOiBbCi0gICAgewotICAgICAiZW5hbWUiOiAiRmlsZU5vdEZvdW5kRXJyb3IiLAotICAgICAiZXZhbHVlIjogIltFcnJubyAyXSBVbmFibGUgdG8gc3luY2hyb25vdXNseSBvcGVuIGZpbGUgKHVuYWJsZSB0byBvcGVuIGZpbGU6IG5hbWUgPSAnLi9kYXRhL2V4YW1wbGUvb3V0cHV0c19tZXRhZGV0ZWN0L3NoZWFyX3Bob3Rvel9zdGFjay5oZGY1JywgZXJybm8gPSAyLCBlcnJvciBtZXNzYWdlID0gJ05vIHN1Y2ggZmlsZSBvciBkaXJlY3RvcnknLCBmbGFncyA9IDAsIG9fZmxhZ3MgPSAwKSIsCi0gICAgICJvdXRwdXRfdHlwZSI6ICJlcnJvciIsCi0gICAgICJ0cmFjZWJhY2siOiBbCi0gICAgICAiXHUwMDFiWzA7MzFtLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tXHUwMDFiWzBtIiwKLSAgICAgICJcdTAwMWJbMDszMW1GaWxlTm90Rm91bmRFcnJvclx1MDAxYlswbSAgICAgICAgICAgICAgICAgICAgICAgICBUcmFjZWJhY2sgKG1vc3QgcmVjZW50IGNhbGwgbGFzdCkiLAotICAgICAgIkNlbGwgXHUwMDFiWzA7MzJtSW5bMTVdLCBsaW5lIDFcdTAwMWJbMG1cblx1MDAxYlswOzMybS0tLS0+IDFcdTAwMWJbMG0gc3RhY2sgXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltIFx1MDAxYls0M210eHBpcGVcdTAwMWJbNDltXHUwMDFiWzM4OzU7MjQxOzQzbS5cdTAwMWJbMzk7NDltXHUwMDFiWzQzbWRhdGFfdHlwZXNcdTAwMWJbNDltXHUwMDFiWzM4OzU7MjQxOzQzbS5cdTAwMWJbMzk7NDltXHUwMDFiWzQzbVFQTk9mWkZpbGVcdTAwMWJbNDltXHUwMDFiWzQzbShcdTAwMWJbNDltXHUwMDFiWzM4OzU7MTI0OzQzbVwiXHUwMDFiWzM5OzQ5bVx1MDAxYlszODs1OzEyNDs0M20uL2RhdGEvZXhhbXBsZS9vdXRwdXRzX21ldGFkZXRlY3Qvc2hlYXJfcGhvdG96X3N0YWNrLmhkZjVcdTAwMWJbMzk7NDltXHUwMDFiWzM4OzU7MTI0OzQzbVwiXHUwMDFiWzM5OzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVx1MDAxYls0M20gXHUwMDFiWzQ5bVx1MDAxYlszODs1OzEyNDs0M21cIlx1MDAxYlszOTs0OW1cdTAwMWJbMzg7NTsxMjQ7NDNtclx1MDAxYlszOTs0OW1cdTAwMWJbMzg7NTsxMjQ7NDNtXCJcdTAwMWJbMzk7NDltXHUwMDFiWzQzbSlcdTAwMWJbNDltXG4iLAotICAgICAgIkZpbGUgXHUwMDFiWzA7MzJtL3Bicy90aHJvbmcvbHNzdC91c2Vycy9tcmljY2kvZGVzYy9UWFBpcGUvdHhwaXBlL2RhdGFfdHlwZXMvdHlwZXMucHk6NTI5XHUwMDFiWzBtLCBpbiBcdTAwMWJbMDszNm1RUE5PZlpGaWxlLl9faW5pdF9fXHUwMDFiWzA7MzRtKHNlbGYsICphcmdzLCAqKmt3YXJncylcdTAwMWJbMG1cblx1MDAxYlsxOzMybSAgICA1MjhcdTAwMWJbMG0gXHUwMDFiWzM4OzU7Mjg7MDFtZGVmXHUwMDFiWzM5OzAwbSBcdTAwMWJbMzg7NTsyMW1fX2luaXRfX1x1MDAxYlszOW0oXHUwMDFiWzM4OzU7Mjhtc2VsZlx1MDAxYlszOW0sIFx1MDAxYlszODs1OzI0MW0qXHUwMDFiWzM5bWFyZ3MsIFx1MDAxYlszODs1OzI0MW0qXHUwMDFiWzM5bVx1MDAxYlszODs1OzI0MW0qXHUwMDFiWzM5bWt3YXJncyk6XG5cdTAwMWJbMDszMm0tLT4gNTI5XHUwMDFiWzBtICAgICBcdTAwMWJbMzg7NTsyODs0M21zdXBlclx1MDAxYlszOTs0OW1cdTAwMWJbNDNtKFx1MDAxYls0OW1cdTAwMWJbNDNtKVx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtLlx1MDAxYlszOTs0OW1cdTAwMWJbMzg7NTsyMTs0M21fX2luaXRfX1x1MDAxYlszOTs0OW1cdTAwMWJbNDNtKFx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtKlx1MDAxYlszOTs0OW1cdTAwMWJbNDNtYXJnc1x1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cdTAwMWJbNDNtIFx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtKlx1MDAxYlszOTs0OW1cdTAwMWJbMzg7NTsyNDE7NDNtKlx1MDAxYlszOTs0OW1cdTAwMWJbNDNta3dhcmdzXHUwMDFiWzQ5bVx1MDAxYls0M20pXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgIDUzMFx1MDAxYlswbSAgICAgXHUwMDFiWzM4OzU7Mjhtc2VsZlx1MDAxYlszOW1cdTAwMWJbMzg7NTsyNDFtLlx1MDAxYlszOW1fZW5zZW1ibGUgXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltIFx1MDAxYlszODs1OzI4OzAxbU5vbmVcdTAwMWJbMzk7MDBtXG4iLAotICAgICAgIkZpbGUgXHUwMDFiWzA7MzJtL3Bicy90aHJvbmcvbHNzdC91c2Vycy9tcmljY2kvZGVzYy9UWFBpcGUvdHhwaXBlL2RhdGFfdHlwZXMvdHlwZXMucHk6NDkwXHUwMDFiWzBtLCBpbiBcdTAwMWJbMDszNm1RUEJhc2VGaWxlLl9faW5pdF9fXHUwMDFiWzA7MzRtKHNlbGYsICphcmdzLCAqKmt3YXJncylcdTAwMWJbMG1cblx1MDAxYlsxOzMybSAgICA0ODlcdTAwMWJbMG0gXHUwMDFiWzM4OzU7Mjg7MDFtZGVmXHUwMDFiWzM5OzAwbSBcdTAwMWJbMzg7NTsyMW1fX2luaXRfX1x1MDAxYlszOW0oXHUwMDFiWzM4OzU7Mjhtc2VsZlx1MDAxYlszOW0sIFx1MDAxYlszODs1OzI0MW0qXHUwMDFiWzM5bWFyZ3MsIFx1MDAxYlszODs1OzI0MW0qXHUwMDFiWzM5bVx1MDAxYlszODs1OzI0MW0qXHUwMDFiWzM5bWt3YXJncyk6XG5cdTAwMWJbMDszMm0tLT4gNDkwXHUwMDFiWzBtICAgICBcdTAwMWJbMzg7NTsyODs0M21zdXBlclx1MDAxYlszOTs0OW1cdTAwMWJbNDNtKFx1MDAxYls0OW1cdTAwMWJbNDNtKVx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtLlx1MDAxYlszOTs0OW1cdTAwMWJbMzg7NTsyMTs0M21fX2luaXRfX1x1MDAxYlszOTs0OW1cdTAwMWJbNDNtKFx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtKlx1MDAxYlszOTs0OW1cdTAwMWJbNDNtYXJnc1x1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cdTAwMWJbNDNtIFx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtKlx1MDAxYlszOTs0OW1cdTAwMWJbMzg7NTsyNDE7NDNtKlx1MDAxYlszOTs0OW1cdTAwMWJbNDNta3dhcmdzXHUwMDFiWzQ5bVx1MDAxYls0M20pXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgIDQ5MVx1MDAxYlswbSAgICAgXHUwMDFiWzM4OzU7Mjg7MDFtaWZcdTAwMWJbMzk7MDBtIFx1MDAxYlszODs1OzI4bXNlbGZcdTAwMWJbMzltXHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltbW9kZSBcdTAwMWJbMzg7NTsyNDFtPT1cdTAwMWJbMzltIFx1MDAxYlszODs1OzEyNG1cIlx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtclx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtXCJcdTAwMWJbMzltOlxuXHUwMDFiWzE7MzJtICAgIDQ5Mlx1MDAxYlswbSAgICAgICAgIFx1MDAxYlszODs1OzI4bXNlbGZcdTAwMWJbMzltXHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltX21ldGFkYXRhIFx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bSBcdTAwMWJbMzg7NTsyODswMW1Ob25lXHUwMDFiWzM5OzAwbVxuIiwKLSAgICAgICJGaWxlIFx1MDAxYlswOzMybS9wYnMvdGhyb25nL2xzc3QvdXNlcnMvbXJpY2NpL2Rlc2MvVFhQaXBlL3R4cGlwZS9kYXRhX3R5cGVzL2Jhc2UucHk6NDVcdTAwMWJbMG0sIGluIFx1MDAxYlswOzM2bURhdGFGaWxlLl9faW5pdF9fXHUwMDFiWzA7MzRtKHNlbGYsIHBhdGgsIG1vZGUsIGV4dHJhX3Byb3ZlbmFuY2UsIHZhbGlkYXRlLCAqKmt3YXJncylcdTAwMWJbMG1cblx1MDAxYlsxOzMybSAgICAgNDJcdTAwMWJbMG0gXHUwMDFiWzM4OzU7Mjg7MDFtaWZcdTAwMWJbMzk7MDBtIG1vZGUgXHUwMDFiWzM4OzU7MTI5OzAxbW5vdFx1MDAxYlszOTswMG0gXHUwMDFiWzM4OzU7MTI5OzAxbWluXHUwMDFiWzM5OzAwbSBbXHUwMDFiWzM4OzU7MTI0bVwiXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1yXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1cIlx1MDAxYlszOW0sIFx1MDAxYlszODs1OzEyNG1cIlx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtd1x1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtXCJcdTAwMWJbMzltXTpcblx1MDAxYlsxOzMybSAgICAgNDNcdTAwMWJbMG0gICAgIFx1MDAxYlszODs1OzI4OzAxbXJhaXNlXHUwMDFiWzM5OzAwbSBcdTAwMWJbMzg7NTsxNjc7MDFtVmFsdWVFcnJvclx1MDAxYlszOTswMG0oXHUwMDFiWzM4OzU7MTI0bWZcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bVwiXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1GaWxlIFx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtbW9kZVx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtIGFyZ3VtZW50IG11c3QgYmUgXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1yXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG0gb3IgXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG13XHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG0gbm90IFx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW1cdTAwMWJbMzg7NTsxMzI7MDFte1x1MDAxYlszOTswMG1tb2RlXHUwMDFiWzM4OzU7MTMyOzAxbX1cdTAwMWJbMzk7MDBtXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bVwiXHUwMDFiWzM5bSlcblx1MDAxYlswOzMybS0tLT4gNDVcdTAwMWJbMG0gXHUwMDFiWzM4OzU7Mjhtc2VsZlx1MDAxYlszOW1cdTAwMWJbMzg7NTsyNDFtLlx1MDAxYlszOW1maWxlIFx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bSBcdTAwMWJbMzg7NTsyODs0M21zZWxmXHUwMDFiWzM5OzQ5bVx1MDAxYlszODs1OzI0MTs0M20uXHUwMDFiWzM5OzQ5bVx1MDAxYls0M21vcGVuXHUwMDFiWzQ5bVx1MDAxYls0M20oXHUwMDFiWzQ5bVx1MDAxYls0M21wYXRoXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVx1MDAxYls0M20gXHUwMDFiWzQ5bVx1MDAxYls0M21tb2RlXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVx1MDAxYls0M20gXHUwMDFiWzQ5bVx1MDAxYlszODs1OzI0MTs0M20qXHUwMDFiWzM5OzQ5bVx1MDAxYlszODs1OzI0MTs0M20qXHUwMDFiWzM5OzQ5bVx1MDAxYls0M21rd2FyZ3NcdTAwMWJbNDltXHUwMDFiWzQzbSlcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAgIDQ3XHUwMDFiWzBtIFx1MDAxYlszODs1OzI4OzAxbWlmXHUwMDFiWzM5OzAwbSB2YWxpZGF0ZSBcdTAwMWJbMzg7NTsxMjk7MDFtYW5kXHUwMDFiWzM5OzAwbSBtb2RlIFx1MDAxYlszODs1OzI0MW09PVx1MDAxYlszOW0gXHUwMDFiWzM4OzU7MTI0bVwiXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1yXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1cIlx1MDAxYlszOW06XG5cdTAwMWJbMTszMm0gICAgIDQ4XHUwMDFiWzBtICAgICBcdTAwMWJbMzg7NTsyOG1zZWxmXHUwMDFiWzM5bVx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bXZhbGlkYXRlKClcbiIsCi0gICAgICAiRmlsZSBcdTAwMWJbMDszMm0vcGJzL3Rocm9uZy9sc3N0L3VzZXJzL21yaWNjaS9kZXNjL1RYUGlwZS90eHBpcGUvZGF0YV90eXBlcy9iYXNlLnB5OjE2NVx1MDAxYlswbSwgaW4gXHUwMDFiWzA7MzZtSERGRmlsZS5vcGVuXHUwMDFiWzA7MzRtKGNscywgcGF0aCwgbW9kZSwgKiprd2FyZ3MpXHUwMDFiWzBtXG5cdTAwMWJbMTszMm0gICAgMTYzXHUwMDFiWzBtICAgICBcdTAwMWJbMzg7NTsyODswMW1pbXBvcnRcdTAwMWJbMzk7MDBtIFx1MDAxYlszODs1OzIxOzAxbWg1cHlcdTAwMWJbMzk7MDBtXG5cdTAwMWJbMTszMm0gICAgMTY0XHUwMDFiWzBtIFx1MDAxYlszODs1OzY2OzAzbSMgUmV0dXJuIGFuIG9wZW4gaDVweSBGaWxlXHUwMDFiWzM5OzAwbVxuXHUwMDFiWzA7MzJtLS0+IDE2NVx1MDAxYlswbSBcdTAwMWJbMzg7NTsyODswMW1yZXR1cm5cdTAwMWJbMzk7MDBtIFx1MDAxYls0M21oNXB5XHUwMDFiWzQ5bVx1MDAxYlszODs1OzI0MTs0M20uXHUwMDFiWzM5OzQ5bVx1MDAxYls0M21GaWxlXHUwMDFiWzQ5bVx1MDAxYls0M20oXHUwMDFiWzQ5bVx1MDAxYls0M21wYXRoXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVx1MDAxYls0M20gXHUwMDFiWzQ5bVx1MDAxYls0M21tb2RlXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVx1MDAxYls0M20gXHUwMDFiWzQ5bVx1MDAxYlszODs1OzI0MTs0M20qXHUwMDFiWzM5OzQ5bVx1MDAxYlszODs1OzI0MTs0M20qXHUwMDFiWzM5OzQ5bVx1MDAxYls0M21rd2FyZ3NcdTAwMWJbNDltXHUwMDFiWzQzbSlcdTAwMWJbNDltXG4iLAotICAgICAgIkZpbGUgXHUwMDFiWzA7MzJtL3Bicy90aHJvbmcvbHNzdC91c2Vycy9tcmljY2kvZGVzYy9UWFBpcGUvY29uZGEvbGliL3B5dGhvbjMuMTAvc2l0ZS1wYWNrYWdlcy9oNXB5L19obC9maWxlcy5weTo1NjFcdTAwMWJbMG0sIGluIFx1MDAxYlswOzM2bUZpbGUuX19pbml0X19cdTAwMWJbMDszNG0oc2VsZiwgbmFtZSwgbW9kZSwgZHJpdmVyLCBsaWJ2ZXIsIHVzZXJibG9ja19zaXplLCBzd21yLCByZGNjX25zbG90cywgcmRjY19uYnl0ZXMsIHJkY2NfdzAsIHRyYWNrX29yZGVyLCBmc19zdHJhdGVneSwgZnNfcGVyc2lzdCwgZnNfdGhyZXNob2xkLCBmc19wYWdlX3NpemUsIHBhZ2VfYnVmX3NpemUsIG1pbl9tZXRhX2tlZXAsIG1pbl9yYXdfa2VlcCwgbG9ja2luZywgYWxpZ25tZW50X3RocmVzaG9sZCwgYWxpZ25tZW50X2ludGVydmFsLCBtZXRhX2Jsb2NrX3NpemUsICoqa3dkcylcdTAwMWJbMG1cblx1MDAxYlsxOzMybSAgICA1NTJcdTAwMWJbMG0gICAgIGZhcGwgXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltIG1ha2VfZmFwbChkcml2ZXIsIGxpYnZlciwgcmRjY19uc2xvdHMsIHJkY2NfbmJ5dGVzLCByZGNjX3cwLFxuXHUwMDFiWzE7MzJtICAgIDU1M1x1MDAxYlswbSAgICAgICAgICAgICAgICAgICAgICBsb2NraW5nLCBwYWdlX2J1Zl9zaXplLCBtaW5fbWV0YV9rZWVwLCBtaW5fcmF3X2tlZXAsXG5cdTAwMWJbMTszMm0gICAgNTU0XHUwMDFiWzBtICAgICAgICAgICAgICAgICAgICAgIGFsaWdubWVudF90aHJlc2hvbGRcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW1hbGlnbm1lbnRfdGhyZXNob2xkLFxuXHUwMDFiWzE7MzJtICAgIDU1NVx1MDAxYlswbSAgICAgICAgICAgICAgICAgICAgICBhbGlnbm1lbnRfaW50ZXJ2YWxcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW1hbGlnbm1lbnRfaW50ZXJ2YWwsXG5cdTAwMWJbMTszMm0gICAgNTU2XHUwMDFiWzBtICAgICAgICAgICAgICAgICAgICAgIG1ldGFfYmxvY2tfc2l6ZVx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bW1ldGFfYmxvY2tfc2l6ZSxcblx1MDAxYlsxOzMybSAgICA1NTdcdTAwMWJbMG0gICAgICAgICAgICAgICAgICAgICAgXHUwMDFiWzM4OzU7MjQxbSpcdTAwMWJbMzltXHUwMDFiWzM4OzU7MjQxbSpcdTAwMWJbMzlta3dkcylcblx1MDAxYlsxOzMybSAgICA1NThcdTAwMWJbMG0gICAgIGZjcGwgXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltIG1ha2VfZmNwbCh0cmFja19vcmRlclx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bXRyYWNrX29yZGVyLCBmc19zdHJhdGVneVx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bWZzX3N0cmF0ZWd5LFxuXHUwMDFiWzE7MzJtICAgIDU1OVx1MDAxYlswbSAgICAgICAgICAgICAgICAgICAgICBmc19wZXJzaXN0XHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltZnNfcGVyc2lzdCwgZnNfdGhyZXNob2xkXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltZnNfdGhyZXNob2xkLFxuXHUwMDFiWzE7MzJtICAgIDU2MFx1MDAxYlswbSAgICAgICAgICAgICAgICAgICAgICBmc19wYWdlX3NpemVcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW1mc19wYWdlX3NpemUpXG5cdTAwMWJbMDszMm0tLT4gNTYxXHUwMDFiWzBtICAgICBmaWQgXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltIFx1MDAxYls0M21tYWtlX2ZpZFx1MDAxYls0OW1cdTAwMWJbNDNtKFx1MDAxYls0OW1cdTAwMWJbNDNtbmFtZVx1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cdTAwMWJbNDNtIFx1MDAxYls0OW1cdTAwMWJbNDNtbW9kZVx1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cdTAwMWJbNDNtIFx1MDAxYls0OW1cdTAwMWJbNDNtdXNlcmJsb2NrX3NpemVcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXHUwMDFiWzQzbSBcdTAwMWJbNDltXHUwMDFiWzQzbWZhcGxcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXHUwMDFiWzQzbSBcdTAwMWJbNDltXHUwMDFiWzQzbWZjcGxcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXHUwMDFiWzQzbSBcdTAwMWJbNDltXHUwMDFiWzQzbXN3bXJcdTAwMWJbNDltXHUwMDFiWzM4OzU7MjQxOzQzbT1cdTAwMWJbMzk7NDltXHUwMDFiWzQzbXN3bXJcdTAwMWJbNDltXHUwMDFiWzQzbSlcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAgNTYzXHUwMDFiWzBtIFx1MDAxYlszODs1OzI4OzAxbWlmXHUwMDFiWzM5OzAwbSBcdTAwMWJbMzg7NTsyOG1pc2luc3RhbmNlXHUwMDFiWzM5bShsaWJ2ZXIsIFx1MDAxYlszODs1OzI4bXR1cGxlXHUwMDFiWzM5bSk6XG5cdTAwMWJbMTszMm0gICAgNTY0XHUwMDFiWzBtICAgICBcdTAwMWJbMzg7NTsyOG1zZWxmXHUwMDFiWzM5bVx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bV9saWJ2ZXIgXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltIGxpYnZlclxuIiwKLSAgICAgICJGaWxlIFx1MDAxYlswOzMybS9wYnMvdGhyb25nL2xzc3QvdXNlcnMvbXJpY2NpL2Rlc2MvVFhQaXBlL2NvbmRhL2xpYi9weXRob24zLjEwL3NpdGUtcGFja2FnZXMvaDVweS9faGwvZmlsZXMucHk6MjM1XHUwMDFiWzBtLCBpbiBcdTAwMWJbMDszNm1tYWtlX2ZpZFx1MDAxYlswOzM0bShuYW1lLCBtb2RlLCB1c2VyYmxvY2tfc2l6ZSwgZmFwbCwgZmNwbCwgc3dtcilcdTAwMWJbMG1cblx1MDAxYlsxOzMybSAgICAyMzNcdTAwMWJbMG0gICAgIFx1MDAxYlszODs1OzI4OzAxbWlmXHUwMDFiWzM5OzAwbSBzd21yIFx1MDAxYlszODs1OzEyOTswMW1hbmRcdTAwMWJbMzk7MDBtIHN3bXJfc3VwcG9ydDpcblx1MDAxYlsxOzMybSAgICAyMzRcdTAwMWJbMG0gICAgICAgICBmbGFncyBcdTAwMWJbMzg7NTsyNDFtfFx1MDAxYlszOW1cdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW0gaDVmXHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltQUNDX1NXTVJfUkVBRFxuXHUwMDFiWzA7MzJtLS0+IDIzNVx1MDAxYlswbSAgICAgZmlkIFx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bSBcdTAwMWJbNDNtaDVmXHUwMDFiWzQ5bVx1MDAxYlszODs1OzI0MTs0M20uXHUwMDFiWzM5OzQ5bVx1MDAxYls0M21vcGVuXHUwMDFiWzQ5bVx1MDAxYls0M20oXHUwMDFiWzQ5bVx1MDAxYls0M21uYW1lXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVx1MDAxYls0M20gXHUwMDFiWzQ5bVx1MDAxYls0M21mbGFnc1x1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cdTAwMWJbNDNtIFx1MDAxYls0OW1cdTAwMWJbNDNtZmFwbFx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtPVx1MDAxYlszOTs0OW1cdTAwMWJbNDNtZmFwbFx1MDAxYls0OW1cdTAwMWJbNDNtKVx1MDAxYls0OW1cblx1MDAxYlsxOzMybSAgICAyMzZcdTAwMWJbMG0gXHUwMDFiWzM4OzU7Mjg7MDFtZWxpZlx1MDAxYlszOTswMG0gbW9kZSBcdTAwMWJbMzg7NTsyNDFtPT1cdTAwMWJbMzltIFx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1yK1x1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW06XG5cdTAwMWJbMTszMm0gICAgMjM3XHUwMDFiWzBtICAgICBmaWQgXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltIGg1Zlx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bW9wZW4obmFtZSwgaDVmXHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltQUNDX1JEV1IsIGZhcGxcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW1mYXBsKVxuIiwKLSAgICAgICJGaWxlIFx1MDAxYlswOzMybWg1cHkvX29iamVjdHMucHl4OjU0XHUwMDFiWzBtLCBpbiBcdTAwMWJbMDszNm1oNXB5Ll9vYmplY3RzLndpdGhfcGhpbC53cmFwcGVyXHUwMDFiWzA7MzRtKClcdTAwMWJbMG1cbiIsCi0gICAgICAiRmlsZSBcdTAwMWJbMDszMm1oNXB5L19vYmplY3RzLnB5eDo1NVx1MDAxYlswbSwgaW4gXHUwMDFiWzA7MzZtaDVweS5fb2JqZWN0cy53aXRoX3BoaWwud3JhcHBlclx1MDAxYlswOzM0bSgpXHUwMDFiWzBtXG4iLAotICAgICAgIkZpbGUgXHUwMDFiWzA7MzJtaDVweS9oNWYucHl4OjEwMlx1MDAxYlswbSwgaW4gXHUwMDFiWzA7MzZtaDVweS5oNWYub3Blblx1MDAxYlswOzM0bSgpXHUwMDFiWzBtXG4iLAotICAgICAgIlx1MDAxYlswOzMxbUZpbGVOb3RGb3VuZEVycm9yXHUwMDFiWzBtOiBbRXJybm8gMl0gVW5hYmxlIHRvIHN5bmNocm9ub3VzbHkgb3BlbiBmaWxlICh1bmFibGUgdG8gb3BlbiBmaWxlOiBuYW1lID0gJy4vZGF0YS9leGFtcGxlL291dHB1dHNfbWV0YWRldGVjdC9zaGVhcl9waG90b3pfc3RhY2suaGRmNScsIGVycm5vID0gMiwgZXJyb3IgbWVzc2FnZSA9ICdObyBzdWNoIGZpbGUgb3IgZGlyZWN0b3J5JywgZmxhZ3MgPSAwLCBvX2ZsYWdzID0gMCkiCi0gICAgIF0KLSAgICB9Ci0gICBdLAorICAgIm91dHB1dHMiOiBbXSwKICAgICJzb3VyY2UiOiBbCiAgICAgInN0YWNrID0gdHhwaXBlLmRhdGFfdHlwZXMuUVBOT2ZaRmlsZShcIi4vZGF0YS9leGFtcGxlL291dHB1dHNfbWV0YWRldGVjdC9zaGVhcl9waG90b3pfc3RhY2suaGRmNVwiLCBcInJcIikiCiAgICBdCiAgIH0sCiAgIHsKICAgICJjZWxsX3R5cGUiOiAiY29kZSIsCi0gICAiZXhlY3V0aW9uX2NvdW50IjogMTYsCisgICAiZXhlY3V0aW9uX2NvdW50IjogbnVsbCwKICAgICJpZCI6ICI1YjU5ZDIzYiIsCiAgICAibWV0YWRhdGEiOiB7fSwKLSAgICJvdXRwdXRzIjogWwotICAgIHsKLSAgICAgImVuYW1lIjogIk5hbWVFcnJvciIsCi0gICAgICJldmFsdWUiOiAibmFtZSAnc3RhY2snIGlzIG5vdCBkZWZpbmVkIiwKLSAgICAgIm91dHB1dF90eXBlIjogImVycm9yIiwKLSAgICAgInRyYWNlYmFjayI6IFsKLSAgICAgICJcdTAwMWJbMDszMW0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS1cdTAwMWJbMG0iLAotICAgICAgIlx1MDAxYlswOzMxbU5hbWVFcnJvclx1MDAxYlswbSAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgIFRyYWNlYmFjayAobW9zdCByZWNlbnQgY2FsbCBsYXN0KSIsCi0gICAgICAiQ2VsbCBcdTAwMWJbMDszMm1JblsxNl0sIGxpbmUgMVx1MDAxYlswbVxuXHUwMDFiWzA7MzJtLS0tLT4gMVx1MDAxYlswbSBuYmluIFx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bSBcdTAwMWJbNDNtc3RhY2tcdTAwMWJbNDltXHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltZ2V0X25iaW4oKVxuXHUwMDFiWzE7MzJtICAgICAgMlx1MDAxYlswbSBcdTAwMWJbMzg7NTsyOG1wcmludFx1MDAxYlszOW0oXHUwMDFiWzM4OzU7MTI0bVwiXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1OdW1iZXIgb2YgYmlucyA9IFx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtXCJcdTAwMWJbMzltLCBuYmluKVxuXHUwMDFiWzE7MzJtICAgICAgM1x1MDAxYlswbSBcdTAwMWJbMzg7NTsyODswMW1mb3JcdTAwMWJbMzk7MDBtIGkgXHUwMDFiWzM4OzU7MTI5OzAxbWluXHUwMDFiWzM5OzAwbSBcdTAwMWJbMzg7NTsyOG1yYW5nZVx1MDAxYlszOW0obmJpbik6XG4iLAotICAgICAgIlx1MDAxYlswOzMxbU5hbWVFcnJvclx1MDAxYlswbTogbmFtZSAnc3RhY2snIGlzIG5vdCBkZWZpbmVkIgotICAgICBdCi0gICAgfQotICAgXSwKKyAgICJvdXRwdXRzIjogW10sCiAgICAic291cmNlIjogWwogICAgICJuYmluID0gc3RhY2suZ2V0X25iaW4oKVxuIiwKICAgICAicHJpbnQoXCJOdW1iZXIgb2YgYmlucyA9IFwiLCBuYmluKVxuIiwKQEAgLTk0OCw3ICs2NDMsNyBAQAogICB9LAogICB7CiAgICAiY2VsbF90eXBlIjogImNvZGUiLAotICAgImV4ZWN1dGlvbl9jb3VudCI6IDE3LAorICAgImV4ZWN1dGlvbl9jb3VudCI6IG51bGwsCiAgICAiaWQiOiAiMWEwYzJlNjciLAogICAgIm1ldGFkYXRhIjoge30sCiAgICAib3V0cHV0cyI6IFtdLApAQCAtOTg2LDIyICs2ODEsMTIgQEAKICAgfSwKICAgewogICAgImNlbGxfdHlwZSI6ICJjb2RlIiwKLSAgICJleGVjdXRpb25fY291bnQiOiAxNywKKyAgICJleGVjdXRpb25fY291bnQiOiBudWxsLAogICAgImlkIjogImZjMjJlMTgyIiwKICAgICJtZXRhZGF0YSI6IHsKICAgICAic2Nyb2xsZWQiOiB0cnVlCiAgICB9LAotICAgIm91dHB1dHMiOiBbCi0gICAgewotICAgICAibmFtZSI6ICJzdGRvdXQiLAotICAgICAib3V0cHV0X3R5cGUiOiAic3RyZWFtIiwKLSAgICAgInRleHQiOiBbCi0gICAgICAiUm9vdDogPEtleXNWaWV3SERGNSBbJ2JyaWdodGVyX2ZhdHRlcicsICdwcm92ZW5hbmNlJ10+XG4iLAotICAgICAgIkdyb3VwOiA8S2V5c1ZpZXdIREY1IFsnUFNGLXJlc2VydmVkJywgJ1BTRi11c2VkJ10+XG4iLAotICAgICAgIlN1Yi1ncm91cDogPEtleXNWaWV3SERGNSBbJ2RlbHRhX1QnLCAnZGVsdGFfVF9lcnJvcicsICdkZWx0YV9lMScsICdkZWx0YV9lMV9lcnJvcicsICdkZWx0YV9lMicsICdkZWx0YV9lMl9lcnJvcicsICdtYWcnXT5cbiIKLSAgICAgXQotICAgIH0KLSAgIF0sCisgICAib3V0cHV0cyI6IFtdLAogICAgInNvdXJjZSI6IFsKICAgICAiYmYgPSBoNXB5LkZpbGUoXCIuL2RhdGEvZXhhbXBsZS9vdXRwdXRzX21ldGFkZXRlY3QvYnJpZ2h0ZXJfZmF0dGVyX2RhdGEuaGRmNVwiKVxuIiwKICAgICAiXG4iLApAQCAtMTAyNCw3NSArNzA5LDEwIEBACiAgIH0sCiAgIHsKICAgICJjZWxsX3R5cGUiOiAiY29kZSIsCi0gICAiZXhlY3V0aW9uX2NvdW50IjogMTgsCisgICAiZXhlY3V0aW9uX2NvdW50IjogbnVsbCwKICAgICJpZCI6ICIwNGEwNmQ0NyIsCiAgICAibWV0YWRhdGEiOiB7fSwKLSAgICJvdXRwdXRzIjogWwotICAgIHsKLSAgICAgIm5hbWUiOiAic3Rkb3V0IiwKLSAgICAgIm91dHB1dF90eXBlIjogInN0cmVhbSIsCi0gICAgICJ0ZXh0IjogWwotICAgICAgImNvbmZpZy9iYW5kIHJcbiIsCi0gICAgICAiY29uZmlnL2JyaWdodGVyX2ZhdHRlcl9kYXRhIGRhdGEvZXhhbXBsZS9vdXRwdXRzX21ldGFkZXRlY3QvYnJpZ2h0ZXJfZmF0dGVyX2RhdGEuaGRmNVxuIiwKLSAgICAgICJjb25maWcvYnJpZ2h0ZXJfZmF0dGVyX3Bsb3QgZGF0YS9leGFtcGxlL291dHB1dHNfbWV0YWRldGVjdC9icmlnaHRlcl9mYXR0ZXJfcGxvdC5wbmdcbiIsCi0gICAgICAiY29uZmlnL2NodW5rX3Jvd3MgMTAwMDAwXG4iLAotICAgICAgImNvbmZpZy9jb25maWcgZXhhbXBsZXMvbWV0YWRldGVjdC9jb25maWcueW1sXG4iLAotICAgICAgImNvbmZpZy9jcHJvZmlsZSBcbiIsCi0gICAgICAiY29uZmlnL21lbW1vbiAwXG4iLAotICAgICAgImNvbmZpZy9tbWF4IDIzLjVcbiIsCi0gICAgICAiY29uZmlnL21taW4gMTguNVxuIiwKLSAgICAgICJjb25maWcvbmFtZSBUWEJyaWdodGVyRmF0dGVyUGxvdFxuIiwKLSAgICAgICJjb25maWcvbmJpbiAyMFxuIiwKLSAgICAgICJjb25maWcvbnNpZGUgNjRcbiIsCi0gICAgICAiY29uZmlnL3BkYiBGYWxzZVxuIiwKLSAgICAgICJjb25maWcvcGl4ZWxpemF0aW9uIGhlYWxwaXhcbiIsCi0gICAgICAiY29uZmlnL3NwYXJzZSBUcnVlXG4iLAotICAgICAgImNvbmZpZy9zdGFnZV9uYW1lIFRYQnJpZ2h0ZXJGYXR0ZXJQbG90XG4iLAotICAgICAgImNvbmZpZy9zdGFyX2NhdGFsb2cgZGF0YS9leGFtcGxlL2lucHV0cy9zdGFyX2NhdGFsb2cuaGRmNVxuIiwKLSAgICAgICJjcmVhdGlvbiAyMDI0LTA3LTE3VDE4OjA4OjIxLjI3NDMyNFxuIiwKLSAgICAgICJkb21haW4gam5zLW1yaWNjaS5jYy5pbjJwMy5mclxuIiwKLSAgICAgICJnaXRkaWZmIGRpZmYgLS1naXQgYS9ub3RlYm9va3MvZXhwbG9yaW5nLWNsdXN0ZXItc2hlYXItY2F0LmlweW5iIGIvbm90ZWJvb2tzL2V4cGxvcmluZy1jbHVzdGVyLXNoZWFyLWNhdC5pcHluYlxuIiwKLSAgICAgICJpbmRleCA2Nzk0NTI4NS4uMjRkNDk1MzkgMTAwNjQ0XG4iLAotICAgICAgIi0tLSBhL25vdGVib29rcy9leHBsb3JpbmctY2x1c3Rlci1zaGVhci1jYXQuaXB5bmJcbiIsCi0gICAgICAiKysrIGIvbm90ZWJvb2tzL2V4cGxvcmluZy1jbHVzdGVyLXNoZWFyLWNhdC5pcHluYlxuIiwKLSAgICAgICJAQCAtMTYyLDcgKzE2Miw3IEBAXG4iLAotICAgICAgIiAgICBcIm5hbWVcIjogXCJweXRob25cIixcbiIsCi0gICAgICAiICAgIFwibmJjb252ZXJ0X2V4cG9ydGVyXCI6IFwicHl0aG9uXCIsXG4iLAotICAgICAgIiAgICBcInB5Z21lbnRzX2xleGVyXCI6IFwiaXB5dGhvbjNcIixcbiIsCi0gICAgICAiLSAgIFwidmVyc2lvblwiOiBcIjMuOS4xMFwiXG4iLAotICAgICAgIisgICBcInZlcnNpb25cIjogXCIzLjguNVwiXG4iLAotICAgICAgIiAgIH1cbiIsCi0gICAgICAiICB9LFxuIiwKLSAgICAgICIgIFwibmJmb3JtYXRcIjogNCxcbiIsCi0gICAgICAiZGlmZiAtLWdpdCBhL25vdGVib29rcy90eHBpcGVfY2x1c3Rlcl9iYWNrZ3JvdW5kX3NlbGVjdGlvbi5pcHluYiBiL25vdGVib29rcy90eHBpcGVfY2x1c3Rlcl9iYWNrZ3JvdW5kX3NlbGVjdGlvbi5pcHluYlxuIiwKLSAgICAgICJpbmRleCA0NjVmNDA0NC4uNWQwMDIwOTEgMTAwNjQ0XG4iLAotICAgICAgIi0tLSBhL25vdGVib29rcy90eHBpcGVfY2x1c3Rlcl9iYWNrZ3JvdW5kX3NlbGVjdGlvbi5pcHluYlxuIiwKLSAgICAgICIrKysgYi9ub3RlYm9va3MvdHhwaXBlX2NsdXN0ZXJfYmFja2dyb3VuZF9zZWxlY3Rpb24uaXB5bmJcbiIsCi0gICAgICAiQEAgLTExNDAsOSArMTE0MCw5IEBAXG4iLAotICAgICAgIiAgXSxcbiIsCi0gICAgICAiICBcIm1ldGFkYXRhXCI6IHtcbiIsCi0gICAgICAiICAgXCJrZXJuZWxzcGVjXCI6IHtcbiIsCi0gICAgICAiLSAgIFwiZGlzcGxheV9uYW1lXCI6IFwiVFhQaXBlXCIsXG4iLAotICAgICAgIisgICBcImRpc3BsYXlfbmFtZVwiOiBcIlRYUGlwZS0yMDIzLUp1bC0xMlwiLFxuIiwKLSAgICAgICIgICAgXCJsYW5ndWFnZVwiOiBcInB5dGhvblwiLFxuIiwKLSAgICAgICItICAgXCJuYW1lXCI6IFwidHhwaXBlXCJcbiIsCi0gICAgICAiKyAgIFwibmFtZVwiOiBcInR4cGlwZS0yMDIzLWp1bC0xMlwiXG4iLAotICAgICAgIiAgIH0sXG4iLAotICAgICAgIiAgIFwibGFuZ3VhZ2VfaW5mb1wiOiB7XG4iLAotICAgICAgIiAgICBcImNvZGVtaXJyb3JfbW9kZVwiOiB7XG4iLAotICAgICAgIkBAIC0xMTU0LDcgKzExNTQsNyBAQFxuIiwKLSAgICAgICIgICAgXCJuYW1lXCI6IFwicHl0aG9uXCIsXG4iLAotICAgICAgIiAgICBcIm5iY29udmVydF9leHBvcnRlclwiOiBcInB5dGhvblwiLFxuIiwKLSAgICAgICIgICAgXCJweWdtZW50c19sZXhlclwiOiBcImlweXRob24zXCIsXG4iLAotICAgICAgIi0gICBcInZlcnNpb25cIjogXCIzLjkuMTZcIlxuIiwKLSAgICAgICIrICAgXCJ2ZXJzaW9uXCI6IFwiMy4xMC4xMlwiXG4iLAotICAgICAgIiAgIH1cbiIsCi0gICAgICAiICB9LFxuIiwKLSAgICAgICIgIFwibmJmb3JtYXRcIjogNCxcbiIsCi0gICAgICAiXG4iCi0gICAgIF0KLSAgICB9Ci0gICBdLAorICAgIm91dHB1dHMiOiBbXSwKICAgICJzb3VyY2UiOiBbCiAgICAgInByb3YgPSBkaWN0KGJmW1wicHJvdmVuYW5jZVwiXS5hdHRycylcbiIsCiAgICAgIlxuIiwKQEAgLTExMTEsMjIgKzczMSwxMCBAQAogICB9LAogICB7CiAgICAiY2VsbF90eXBlIjogImNvZGUiLAotICAgImV4ZWN1dGlvbl9jb3VudCI6IDE5LAorICAgImV4ZWN1dGlvbl9jb3VudCI6IG51bGwsCiAgICAiaWQiOiAiY2M1MzQ1YjUiLAogICAgIm1ldGFkYXRhIjoge30sCi0gICAib3V0cHV0cyI6IFsKLSAgICB7Ci0gICAgICJkYXRhIjogewotICAgICAgImltYWdlL3BuZyI6ICJpVkJPUncwS0dnb0FBQUFOU1VoRVVnQUFCTEFBQUFNZ0NBWUFBQUF6NEpzQ0FBQUFPWFJGV0hSVGIyWjBkMkZ5WlFCTllYUndiRzkwYkdsaUlIWmxjbk5wYjI0ekxqY3VNeXdnYUhSMGNITTZMeTl0WVhSd2JHOTBiR2xpTG05eVp5L09RRVBvQUFBQUpYUkZXSFIxZFdsa0FHRXhNRFptTmpVd09UWmxNVFJsTVRFNVpEZGhaamsyWXpsbU5tWTFaVGt4d1dFd2NRQUFBQ04wUlZoMFkzSmxZWFJwYjI0QU1qQXlOQzB3TnkweE4xUXhPRG93T0RveU1pNHdOamswTVRGNFFNcGhBQUFBSFhSRldIUmtiMjFoYVc0QWFtNXpMVzF5YVdOamFTNWpZeTVwYmpKd015NW1jdmRyU0JZQUFBQVBkRVZZZEhWelpYSnVZVzFsQUcxeWFXTmphWUlvSlRVQUFBQU5kRVZZZEdOdmJtWnBaeTlpWVc1a0FITFhXbisrQUFBQURuUkZXSFJqYjI1bWFXY3ZibUpwYmdBeU1MUUZjSDRBQUFBUWRFVllkR052Ym1acFp5OXRiV2x1QURFNExqVUIzNTZPQUFBQUVIUkZXSFJqYjI1bWFXY3ZiVzFoZUFBeU15NDErVjl4WUFBQUFDQjBSVmgwWTI5dVptbG5MMjVoYldVQVZGaENjbWxuYUhSbGNrWmhkSFJsY2xCc2IzUmRXYWNGQUFBQUdIUkZXSFJqYjI1bWFXY3ZZMmgxYm10ZmNtOTNjd0F4TURBd01EQ0VJK3lOQUFBQUczUkZXSFJqYjI1bWFXY3ZjR2w0Wld4cGVtRjBhVzl1QUdobFlXeHdhWGdIZTF1Y0FBQUFEM1JGV0hSamIyNW1hV2N2Ym5OcFpHVUFOalN5NjF6aEFBQUFFblJGV0hSamIyNW1hV2N2YzNCaGNuTmxBRlJ5ZFdXSWU4dUdBQUFBSm5SRldIUmpiMjVtYVdjdmMzUmhaMlZmYm1GdFpRQlVXRUp5YVdkb2RHVnlSbUYwZEdWeVVHeHZkS3VDaDBFQUFBQTVkRVZZZEdOdmJtWnBaeTl6ZEdGeVgyTmhkR0ZzYjJjQVpHRjBZUzlsZUdGdGNHeGxMMmx1Y0hWMGN5OXpkR0Z5WDJOaGRHRnNiMmN1YUdSbU5UNFI1bjhBQUFCVWRFVllkR052Ym1acFp5OWljbWxuYUhSbGNsOW1ZWFIwWlhKZmNHeHZkQUJrWVhSaEwyVjRZVzF3YkdVdmIzVjBjSFYwYzE5dFpYUmhaR1YwWldOMEwySnlhV2RvZEdWeVgyWmhkSFJsY2w5d2JHOTBMbkJ1WjUxV0s4RUFBQUJWZEVWWWRHTnZibVpwWnk5aWNtbG5hSFJsY2w5bVlYUjBaWEpmWkdGMFlRQmtZWFJoTDJWNFlXMXdiR1V2YjNWMGNIVjBjMTl0WlhSaFpHVjBaV04wTDJKeWFXZG9kR1Z5WDJaaGRIUmxjbDlrWVhSaExtaGtaalg1YnRRM0FBQUFMSFJGV0hSamIyNW1hV2N2WTI5dVptbG5BR1Y0WVcxd2JHVnpMMjFsZEdGa1pYUmxZM1F2WTI5dVptbG5Mbmx0Yk9ibE5VOEFBQUFRZEVWWWRHTnZibVpwWnk5d1pHSUFSbUZzYzJWZ2sweVpBQUFBRUhSRldIUmpiMjVtYVdjdlkzQnliMlpwYkdVQXRtWUxWZ0FBQUE5MFJWaDBZMjl1Wm1sbkwyMWxiVzF2YmdBd0RXNkJzd0FBQUROMFJWaDBhVzV3ZFhRdmMzUmhjbDlqWVhSaGJHOW5BR1JqTXpVMlpEZ3dOV0l6WXpRd1pqWmhOR05tTTJWa1kySmtOelpoWWpWamp3QVc0Z0FBQklGMFJWaDBaMmwwWkdsbVpnQmthV1ptSUMwdFoybDBJR0V2Ym05MFpXSnZiMnR6TDJWNGNHeHZjbWx1WnkxamJIVnpkR1Z5TFhOb1pXRnlMV05oZEM1cGNIbHVZaUJpTDI1dmRHVmliMjlyY3k5bGVIQnNiM0pwYm1jdFkyeDFjM1JsY2kxemFHVmhjaTFqWVhRdWFYQjVibUlLYVc1a1pYZ2dOamM1TkRVeU9EVXVMakkwWkRRNU5UTTVJREV3TURZME5Bb3RMUzBnWVM5dWIzUmxZbTl2YTNNdlpYaHdiRzl5YVc1bkxXTnNkWE4wWlhJdGMyaGxZWEl0WTJGMExtbHdlVzVpQ2lzckt5QmlMMjV2ZEdWaWIyOXJjeTlsZUhCc2IzSnBibWN0WTJ4MWMzUmxjaTF6YUdWaGNpMWpZWFF1YVhCNWJtSUtRRUFnTFRFMk1pdzNJQ3N4TmpJc055QkFRQW9nSUNBZ0ltNWhiV1VpT2lBaWNIbDBhRzl1SWl3S0lDQWdJQ0p1WW1OdmJuWmxjblJmWlhod2IzSjBaWElpT2lBaWNIbDBhRzl1SWl3S0lDQWdJQ0p3ZVdkdFpXNTBjMTlzWlhobGNpSTZJQ0pwY0hsMGFHOXVNeUlzQ2kwZ0lDQWlkbVZ5YzJsdmJpSTZJQ0l6TGprdU1UQWlDaXNnSUNBaWRtVnljMmx2YmlJNklDSXpMamd1TlNJS0lDQWdmUW9nSUgwc0NpQWdJbTVpWm05eWJXRjBJam9nTkN3S1pHbG1aaUF0TFdkcGRDQmhMMjV2ZEdWaWIyOXJjeTkwZUhCcGNHVmZZMngxYzNSbGNsOWlZV05yWjNKdmRXNWtYM05sYkdWamRHbHZiaTVwY0hsdVlpQmlMMjV2ZEdWaWIyOXJjeTkwZUhCcGNHVmZZMngxYzNSbGNsOWlZV05yWjNKdmRXNWtYM05sYkdWamRHbHZiaTVwY0hsdVlncHBibVJsZUNBME5qVm1OREEwTkM0dU5XUXdNREl3T1RFZ01UQXdOalEwQ2kwdExTQmhMMjV2ZEdWaWIyOXJjeTkwZUhCcGNHVmZZMngxYzNSbGNsOWlZV05yWjNKdmRXNWtYM05sYkdWamRHbHZiaTVwY0hsdVlnb3JLeXNnWWk5dWIzUmxZbTl2YTNNdmRIaHdhWEJsWDJOc2RYTjBaWEpmWW1GamEyZHliM1Z1WkY5elpXeGxZM1JwYjI0dWFYQjVibUlLUUVBZ0xURXhOREFzT1NBck1URTBNQ3c1SUVCQUNpQWdYU3dLSUNBaWJXVjBZV1JoZEdFaU9pQjdDaUFnSUNKclpYSnVaV3h6Y0dWaklqb2dld290SUNBZ0ltUnBjM0JzWVhsZmJtRnRaU0k2SUNKVVdGQnBjR1VpTEFvcklDQWdJbVJwYzNCc1lYbGZibUZ0WlNJNklDSlVXRkJwY0dVdE1qQXlNeTFLZFd3dE1USWlMQW9nSUNBZ0lteGhibWQxWVdkbElqb2dJbkI1ZEdodmJpSXNDaTBnSUNBaWJtRnRaU0k2SUNKMGVIQnBjR1VpQ2lzZ0lDQWlibUZ0WlNJNklDSjBlSEJwY0dVdE1qQXlNeTFxZFd3dE1USWlDaUFnSUgwc0NpQWdJQ0pzWVc1bmRXRm5aVjlwYm1adklqb2dld29nSUNBZ0ltTnZaR1Z0YVhKeWIzSmZiVzlrWlNJNklIc0tRRUFnTFRFeE5UUXNOeUFyTVRFMU5DdzNJRUJBQ2lBZ0lDQWlibUZ0WlNJNklDSndlWFJvYjI0aUxBb2dJQ0FnSW01aVkyOXVkbVZ5ZEY5bGVIQnZjblJsY2lJNklDSndlWFJvYjI0aUxBb2dJQ0FnSW5CNVoyMWxiblJ6WDJ4bGVHVnlJam9nSW1sd2VYUm9iMjR6SWl3S0xTQWdJQ0oyWlhKemFXOXVJam9nSWpNdU9TNHhOaUlLS3lBZ0lDSjJaWEp6YVc5dUlqb2dJak11TVRBdU1USWlDaUFnSUgwS0lDQjlMQW9nSUNKdVltWnZjbTFoZENJNklEUXNDdTNEUVljQUFBQXhkRVZZZEdkcGRHaGxZV1FBT1Rkak9EQmtOV0kwTWpZM05qTmhZak14WmpVME5tRmxPVFEzTmpKbE9EUmhNakE0WkROaFlRcndSS1R3QUFBQVczUkZXSFIyWlhKemFXOXVjeTl6ZVhNQU15NHhNQzR4TkNCOElIQmhZMnRoWjJWa0lHSjVJR052Ym1SaExXWnZjbWRsSUh3Z0tHMWhhVzRzSUUxaGNpQXlNQ0F5TURJMExDQXhNam8wTlRveE9Da2dXMGREUXlBeE1pNHpMakJkbnJWd0JBQUFBQkYwUlZoMGRtVnljMmx2Ym5NdmNtVUFNaTR5TGpFSTBJWG9BQUFBRVhSRldIUjJaWEp6YVc5dWN5OTZiR2xpQURFdU1HenBIQlVBQUFBV2RFVllkSFpsY25OcGIyNXpMMTlqZEhsd1pYTUFNUzR4TGpET0V4SW5BQUFBRlhSRldIUjJaWEp6YVc5dWN5OWpkSGx3WlhNQU1TNHhMakM3MkxmY0FBQUFGWFJGV0hSMlpYSnphVzl1Y3k5d2MzVjBhV3dBTlM0NUxqaWR4S3J6QUFBQUUzUkZXSFIyWlhKemFXOXVjeTk1WVcxc0FEWXVNQzR4UkprNHVBQUFBQlYwUlZoMGRtVnljMmx2Ym5NdllYSm5jR0Z5YzJVQU1TNHgwOE9wNmdBQUFETjBSVmgwZG1WeWMybHZibk12Y0d0blgzSmxjMjkxY21ObGN5NWZkbVZ1Wkc5eUxtMXZjbVZmYVhSbGNuUnZiMnh6QURrdU1TNHdqQXJrRFFBQUFESjBSVmgwZG1WeWMybHZibk12Y0d0blgzSmxjMjkxY21ObGN5NWxlSFJsY200dWJXOXlaVjlwZEdWeWRHOXZiSE1BT1M0eExqQ09GdVhyQUFBQU9YUkZXSFIyWlhKemFXOXVjeTl3YTJkZmNtVnpiM1Z5WTJWekxsOTJaVzVrYjNJdWNHeGhkR1p2Y20xa2FYSnpMblpsY25OcGIyNEFNaTQyTGpKQllGMXRBQUFBR0hSRldIUjJaWEp6YVc5dWN5OXNiMmRuYVc1bkFEQXVOUzR4TGpJKy9EeVpBQUFBRW5SRldIUjJaWEp6YVc5dWN5OWpaV05wQURFdU1UUldoMmNDQUFBQUhYUkZXSFIyWlhKemFXOXVjeTl1ZFcxd2VTNTJaWEp6YVc5dUFERXVNall1TkthVlAyd0FBQUFwZEVWWWRIWmxjbk5wYjI1ekwyNTFiWEI1TG1OdmNtVXVYMjExYkhScFlYSnlZWGxmZFcxaGRHZ0FNeTR4bjlDWmFnQUFBQnAwUlZoMGRtVnljMmx2Ym5NdmJuVnRjSGt1WTI5eVpRQXhMakkyTGpRaE1kSDlBQUFBS1hSRldIUjJaWEp6YVc5dWN5OXVkVzF3ZVM1c2FXNWhiR2N1WDNWdFlYUm9YMnhwYm1Gc1p3QXdMakV1TmJCUnFGOEFBQUFoZEVWWWRIWmxjbk5wYjI1ekwzQmhjbUZzYkdWc1gzTjBZWFJwYzNScFkzTUFNQzR4TXdWK1BVVUFBQUFSZEVWWWRIWmxjbk5wYjI1ekwxOWpjM1lBTVM0d0hCb1FjUUFBQUJCMFJWaDBkbVZ5YzJsdmJuTXZZM04yQURFdU1JRkdZcEFBQUFBaWRFVllkSFpsY25OcGIyNXpMM05sZEhWd2RHOXZiSE11ZG1WeWMybHZiZ0EyT0M0d0xqQlAxdjlkQUFBQUszUkZXSFIyWlhKemFXOXVjeTl6WlhSMWNIUnZiMnh6TGw5MlpXNWtiM0l1YjNKa1pYSmxaRjl6WlhRQU15NHhsOG5hT1FBQUFDcDBSVmgwZG1WeWMybHZibk12YzJWMGRYQjBiMjlzY3k1bGVIUmxjbTR1YjNKa1pYSmxaRjl6WlhRQU15NHhCdU1KWHdBQUFEQjBSVmgwZG1WeWMybHZibk12YzJWMGRYQjBiMjlzY3k1ZmRtVnVaRzl5TG0xdmNtVmZhWFJsY25SdmIyeHpBRGd1T0M0d01wbW5mUUFBQUM5MFJWaDBkbVZ5YzJsdmJuTXZjMlYwZFhCMGIyOXNjeTVsZUhSbGNtNHViVzl5WlY5cGRHVnlkRzl2YkhNQU9DNDRMakJOaWt1S0FBQUFFM1JGV0hSMlpYSnphVzl1Y3k5cWMyOXVBREl1TUM0NUpOZFFBZ0FBQUIxMFJWaDBkbVZ5YzJsdmJuTXZjMk5wY0hrdWRtVnljMmx2YmdBeExqRXdMakVUWmxJb0FBQUFOblJGV0hSMlpYSnphVzl1Y3k5elkybHdlUzV6Y0dGeWMyVXViR2x1WVd4bkxsOXBjMjlzZG1VdVgybDBaWEpoZEdsMlpRQXhMakl4TGpZaUk1V01BQUFBSTNSRldIUjJaWEp6YVc5dWN5OXpZMmx3ZVM1ZmJHbGlMbVJsWTI5eVlYUnZjZ0EwTGpBdU5mYnlKaklBQUFBamRFVllkSFpsY25OcGIyNXpMM05qYVhCNUxteHBibUZzWnk1ZlptSnNZWE1BTVM0eU1TNDJFOWx5bHdBQUFDVjBSVmgwZG1WeWMybHZibk12YzJOcGNIa3ViR2x1WVd4bkxsOW1iR0Z3WVdOckFERXVNakV1Tm1nclNpOEFBQUFsZEVWWWRIWmxjbk5wYjI1ekwzTmphWEI1TG14cGJtRnNaeTVmWm14cGJtRnNad0F4TGpJeExqWWFzUW1DQUFBQU9YUkZXSFIyWlhKemFXOXVjeTl6WTJsd2VTNXpjR0Z5YzJVdWJHbHVZV3huTGw5bGFXZGxiaTVoY25CaFkyc3VYMkZ5Y0dGamF3QXhMakl4TGphRHhCb0FBQUFBS0hSRldIUjJaWEp6YVc5dWN5OXpZMmx3ZVM1dmNIUnBiV2w2WlM1ZmJXbHVjR0ZqYXpJQU1TNHlNUzQyZ1ZaMlRRQUFBQ1owUlZoMGRtVnljMmx2Ym5NdmMyTnBjSGt1YjNCMGFXMXBlbVV1WDJ4aVptZHpZZ0F4TGpJeExqWXNscWU1QUFBQUpuUkZXSFIyWlhKemFXOXVjeTl6WTJsd2VTNXZjSFJwYldsNlpTNWZZMjlpZVd4aEFERXVNakV1TnVFQk8vZ0FBQUFsZEVWWWRIWmxjbk5wYjI1ekwzTmphWEI1TG05d2RHbHRhWHBsTGw5emJITnhjQUF4TGpJeExqWUxleVN3QUFBQUpYUkZXSFIyWlhKemFXOXVjeTl6WTJsd2VTNXZjSFJwYldsNlpTNWZYMjV1YkhNQU1TNHlNUzQyVDN5amxRQUFBQ3QwUlZoMGRtVnljMmx2Ym5NdmMyTnBjSGt1YkdsdVlXeG5MbDlwYm5SbGNuQnZiR0YwYVhabEFERXVNakV1TnJyY3JXNEFBQUFtZEVWWWRIWmxjbk5wYjI1ekwzTmphWEI1TG5Od1pXTnBZV3d1WDNOd1pXTm1kVzRBTVM0eU1TNDJMT0FYZGdBQUFCdDBSVmgwZG1WeWMybHZibk12YURWd2VTNTJaWEp6YVc5dUFETXVPQzR3am83ZkdRQUFBQ0owUlZoMGRtVnljMmx2Ym5NdmJXRjBjR3h2ZEd4cFlpNWZkbVZ5YzJsdmJnQXpMamN1TTQzbUJDb0FBQUFjZEVWWWRIWmxjbk5wYjI1ekwxQkpUQzVmZG1WeWMybHZiZ0F4TUM0MExqQjl2eSsyQUFBQUUzUkZXSFIyWlhKemFXOXVjeTlRU1V3QU1UQXVOQzR3aDFyTm9nQUFBQjUwUlZoMGRtVnljMmx2Ym5NdlVFbE1MbDlrWlhCeVpXTmhkR1VBTVRBdU5DNHdBbVNVWEFBQUFCbDBSVmgwZG1WeWMybHZibk12WkdWbWRYTmxaSGh0YkFBd0xqY3VNVmtSenhNQUFBQVVkRVZZZEhabGNuTnBiMjV6TDJObVpta0FNUzR4TlM0eFdvSlBiQUFBQUJsMFJWaDBkbVZ5YzJsdmJuTXZVRWxNTGtsdFlXZGxBREV3TGpRdU1MUUJaYnNBQUFBWWRFVllkSFpsY25OcGIyNXpMM0I1Y0dGeWMybHVad0F6TGpFdU1vSGlIcGtBQUFBV2RFVllkSFpsY25OcGIyNXpMMk41WTJ4bGNnQXdMakV5TGpFbDdlUElBQUFBSUhSRldIUjJaWEp6YVc5dWN5OWtZWFJsZFhScGJDNWZkbVZ5YzJsdmJnQXlMamt1TUVRUWF1SUFBQUFYZEVWWWRIWmxjbk5wYjI1ekwyUmhkR1YxZEdsc0FESXVPUzR3SXRvUUtnQUFBQjkwUlZoMGRtVnljMmx2Ym5NdmEybDNhWE52YkhabGNpNWZZMlY0ZEFBeExqUXVOYnFPTC9vQUFBQVpkRVZZZEhabGNuTnBiMjV6TDJ0cGQybHpiMngyWlhJQU1TNDBMaldpKzYvQ0FBQUFHWFJGV0hSMlpYSnphVzl1Y3k5dFlYUndiRzkwYkdsaUFETXVOeTR6bzU4NXV3QUFBQlowUlZoMGRtVnljMmx2Ym5NdlgyUmxZMmx0WVd3QU1TNDNNS0hQeDNFQUFBQVZkRVZZZEhabGNuTnBiMjV6TDJSbFkybHRZV3dBTVM0M01OUUVZb29BQUFBVGRFVllkSFpsY25OcGIyNXpMM05wZUFBeExqRTJMakIwYUJBUkFBQUFDWEJJV1hNQUFBOWhBQUFQWVFHb1A2ZHBBQUQwcEVsRVFWUjRuT3pkZTF4VlZmNy84ZmNCQkx5ZVVVRXVKamNyeGJSU3ZHR1pOaWxlS2l0dDFDeXNTUzNIS1VYR24rVXRieW5xT0VhTktXV2ExVlJhbWVXMzhZYWxWSXAzVUZPeUxJUlNUb1ltbUJjUTNMOC9IRTRlQWErY0M0Zlg4L0hZajlqcnJMM1daN014RnArOTl0b213ekFNQVFBQUFBQUFBQzdLdzlrQkFBQUFBQUFBQUpkQ0Fnc0FBQUFBQUFBdWpRUVdBQUFBQUFBQVhCb0pMQUFBQUFBQUFMZzBFbGdBQUFBQUFBQndhU1N3QUFBQUFBQUE0TkpJWUFFQUFBQUFBTUNsa2NBQ0FBQUFBQUNBU3lPQkJRQUFBQUFBQUpkR0Fnc0FBQUFBQUFBdWpRUVdBQUFBQUFBQVhCb0pMQUFBQUFBQUFMZzBFbGdBQUFBQUFBQndhU1N3QUFBQUFBQUE0TkpJWUFHbzlCWXZYaXlUeVdUZHZMeThkTU1OTitpdmYvMnJEaDA2WksyWGtaR2gyTmhZUlVSRXlOZlhWMzUrZm1yVnFwV2VlZVlaNWVmblcrczk4Y1FUTnUxZHVIMzIyV2ZPT01WcjlzUVRUeWdzTE16WllRQUFBQmZGT0twOGpLTUExK0xsN0FBQW9LSzgrZWFiYXRxMHFVNmZQcTB2di94U0NRa0pTa2xKMFo0OWUvVGRkOS9wamp2dVVHUmtwRjU0NFFXRmhZVXBOemRYdTNidDBwSWxTelJxMUNqVnFWUEgybGIxNnRYMXhSZGZsT3FqYWRPbWpqd2xBQUFBaDJBY0JjRFZrY0FDNERhYU4yK3UxcTFiUzVMdXZ2dHVGUmNYYStyVXFmcmtrMCswZHUxYWVYaDRhTU9HRGFwZHU3YjFtSWNmZmxoVHAwNlZZUmcyYlhsNGVLaDkrL1lPalI4QUFNQlpHRWNCY0hVOFFnakFiWlVNbkxLeXNuVDA2RkhWcVZOSHRXclZLck91eVdTcWtENDNiTmdnazhta0RSczIySlFmUEhoUUpwTkppeGN2dHBiOStPT1A2dCsvdjRLRGcrWGo0Nk9BZ0FEZGM4ODlTazlQdHpsMjZkS2xpbzZPVnMyYU5WV3JWaTExNjlaTmFXbHBwZnBldkhpeG1qUnBJaDhmSDBWR1J1cnR0OSt1a0hNQ0FBQlZEK01veGxHQXF5R0JCY0J0SFRod1FKTGs3Kyt2Nk9obzVlVGs2TkZISDFWS1NvcE9uejU5MmVPTGlvcHN0dUxpNGdxTnIyZlBudHF4WTRkbXpacWw1T1Jrelo4L1h5MWJ0dFR4NDhldGRhWlBuNjVISG5sRXpabzEwd2NmZktCMzNubEhKMDZjVU1lT0hiVnYzejVydmNXTEYrdXZmLzJySWlNanRXelpNbzBmUDE1VHAwNHRjL28rQUFEQTVUQ09ZaHdGdUJ3REFDcTVOOTk4MDVCa2JONjgyVGg3OXF4eDRzUUo0N1BQUGpQOC9mMk4yclZyR3hhTHhUaHo1b3p4NElNUEdwSU1TWWFucDZmUnNtVkxZOXk0Y2NhUkkwZHMybnY4OGNldDlTN2M3cmpqanN2R3NuNzlla09Tc1g3OWVwdnl6TXhNUTVMeDVwdHZHb1poR0xtNXVZWWtJekV4c2R5MnNyT3pEUzh2TCtQWlo1KzFLVDl4NG9RUkdCaG85TzNiMXpBTXd5Z3VMamFDZzRPTlZxMWFHZWZPbmJQV08zandvRkd0V2pVak5EVDBzbkVEQUlDcWlYRVU0eWlnc21BTkxBQnU0K0sxRmxxMGFLSDU4K2NySUNCQWtyUjgrWEpsWkdSb3pabzEycjU5dTFKU1VqUnQyalFsSlNWcDQ4YU5hdEtraWZYWTZ0V3I2OHN2djdScDc4STFINHFMaTIzV2UvRHc4SkNIeDVWUGFxMVhyNTRhTjI2c2YvN3pueW91THRiZGQ5K3QyMjY3emFhTk5XdldxS2lvU0FNSERsUlJVWkcxM05mWFY1MDZkZEw2OWVzbFNmdjM3OWZodzRjVkh4OXZNNFUvTkRSVUhUcDAwTUdEQjY4NExnQUFVRFV4am1JY0JiZzZFbGdBM01iYmI3K3R5TWhJZVhsNUtTQWdRRUZCUWFYcVJFWkdLakl5VXBKa0dJWVNFeE1WSHgrdkNSTW02SU1QUHJEVzgvRHdzQzVrV3BiR2pSc3JLeXZMdWo5eDRrUk5talRwaW1NMW1VejYvUFBQTldYS0ZNMmFOVXYvK01jL1ZLOWVQVDM2NktPYU5tMmFhdGV1clY5KytVV1MxS1pObXpMYktCbWtIVDE2VkpJVUdCaFlxazVnWUNBREx3QUFjRm1Nb3hoSEFhNk9CQllBdHhFWkdYbkp3ZExGVENhVFJvNGNxU2xUcHVpYmI3NjVxcjcrNy8vK1R3VUZCZGI5NE9CZ1NlZnY2a215K1V5U2NuTnpTN1VSR2hxcWhRc1hTcEsrKys0N2ZmREJCNW8wYVpJS0N3dVZsSlFrUHo4L1NkSkhIMzJrME5EUWNtT3BYNysrSk1saXNaVDZyS3d5QUFDQWl6R09ZaHdGdURvU1dBQ3FoSnljbkRMdkpCNCtmRmo1K2ZtS2lvcTZxdlphdEdoUlpubFlXSmdrYWZmdTNlcldyWnUxZk1XS0ZaZHM3K2FiYjliNDhlTzFiTmt5N2R5NVU1TFVyVnMzZVhsNTZZY2ZmbENmUG4zS1BiWkpreVlLQ2dyUysrKy9ielA5UFNzclM1czJiYklPQ2dFQUFLNEY0eWdBcm9BRUZvQXE0YW1ubnRMeDQ4ZlZwMDhmTlcvZVhKNmVudnIyMjIvMTBrc3Z5Y1BEUTg4OTkxeUY5Qk1ZR0tndVhib29JU0ZCZGV2V1ZXaG9xRDcvL0hOOS9QSEhOdlYyNzk2dFo1NTVSbi81eTE5MDAwMDN5ZHZiVzE5ODhZVjI3OTZ0NTU5L1h0TDVRZHlVS1ZNMGJ0dzQvZmpqaityZXZidnExcTJyWDM3NVJWdTNibFhObWpVMWVmSmtlWGg0YU9yVXFSbzhlTEFlZXVnaERSa3lSTWVQSDlla1NaUEtuQTRQQUFCd05SaEhBWEFGSkxBQVZBblBQdnVzbGk1ZHFnVUxGdWpRb1VNNmVmS2s5YlhRYjcvOWRxbUZTNi9ITysrOG8yZWZmVmJQUGZlY2lvdUxkZi85OSt2OTk5KzNtWllmR0Jpb3hvMGJhOTY4ZWZycHA1OWtNcGtVRVJHaGYvM3JYM3IyMldldDljYU1HYU5telpycDVaZGYxdnZ2djYrQ2dnSUZCZ2FxVFpzMkdqcDBxTFhlb0VHREpFa3paODVVNzk2OUZSWVdwckZqeHlvbEpVVWJObXlvc0hNREFBQlZEK01vQUs3QVpGejQrZ2NBQUFBQUFBREF4Vno1dTBvQkFBQUFBQUFBSnlDQkJRQUFBQUFBQUpkR0Fnc0FBQUFBQUFBdXplMFRXUFBtelZONGVMaDhmWDBWRlJXbHI3NzZxdHk2T1RrNUdqQmdnSm8wYVNJUER3L0Z4Y1dWV1cvWnNtVnExcXlaZkh4ODFLeFpNeTFmdnR4TzBRTUFBTmpIMVl5UkpDa2xKVVZSVVZIeTlmVlZSRVNFa3BLU2JENWZzR0NCT25ic3FMcDE2NnB1M2JycTBxV0x0bTdkZXQzOUFnQUFTRzZld0ZxNmRLbmk0dUkwYnR3NHBhV2xxV1BIanVyUm80ZXlzN1BMckY5UVVDQi9mMytOR3pkT3Q5MTJXNWwxVWxOVDFhOWZQOFhHeG1yWHJsMktqWTFWMzc1OXRXWExGbnVlQ2dBQVFJVzUyakZTWm1hbWV2YnNxWTRkT3lvdExVMWp4NDdWOE9IRHRXelpNbXVkRFJzMjZKRkhIdEg2OWV1Vm1wcXFrSkFReGNURTZOQ2hROWZjTHdBQVFBbTNmZ3RodTNidDFLcFZLODJmUDk5YUZoa1pxUWNmZkZBSkNRbVhQTFp6NTg2Ni9mYmJsWmlZYUZQZXIxOC81ZWZuYTlXcVZkYXk3dDI3cTI3ZHVuci8vZmNyTkg0QUFBQjd1Tm94MG5QUFBhY1ZLMVlvSXlQRFdqWjA2RkR0MnJWTHFhbXBaZlpSWEZ5c3VuWHJhdTdjdVJvNGNPQTE5UXNBQUZEQ3k5a0IyRXRoWWFGMjdOaWg1NTkvM3FZOEppWkdtelp0dXVaMlUxTlROWExrU0p1eWJ0MjZsVXAwWGFpZ29FQUZCUVhXL1hQbnp1bllzV09xWDcrK1RDYlROY2NDQUFBY3l6QU1uVGh4UXNIQndmTHdxSndUMmE5bGpKU2FtcXFZbUJpYnNtN2R1bW5od29VNmUvYXNxbFdyVnVxWVU2ZE82ZXpaczZwWHI5NDE5eXN4amdJQXdGMWM3empLYlJOWXVibTVLaTR1VmtCQWdFMTVRRUNBTEJiTE5iZHJzVml1dXMyRWhBUk5uano1bXZzRUFBQ3U1YWVmZnRJTk45emc3REN1eWJXTWtjb2IveFFWRlNrM04xZEJRVUdsam5uKytlZlZzR0ZEZGVuUzVacjdsUmhIQVFEZ2JxNTFIT1cyQ2F3U0Y5K1pNd3pqdXUvV1hXMmJZOGFNVVh4OHZIVS9MeTlQSVNFaCt1bW5uMVNuVHAzcmlnV1Z4Nm5DSXJXZDlya2thZXU0ZTFURHUvTCs4M1BVdWJqVDl3eUFlOGpQejFlalJvMVV1M1p0WjRkeTNhNTJQRk5XL2JMS0pXbldyRmw2Ly8zM3RXSERCdm42K2w1WHY0eWpBQUJ3RDljN2puTGJ2d2I5L1B6azZlbFo2bzdla1NOSFN0MzV1eHFCZ1lGWDNhYVBqNDk4Zkh4S2xkZXBVNGVCVnhYaVZWZ2tENThha3M1Zis4cWNqSEhVdWJqVDl3eUFlNm5NajY1ZHl4aXB2UEdQbDVlWDZ0ZXZiMU0rZS9ac1RaOCtYZXZXcmRPdHQ5NTZYZjFLaktNQUFIQTMxenFPcXB5TE4xd0JiMjl2UlVWRktUazUyYVk4T1RsWkhUcDB1T1oybzZPalM3VzVkdTNhNjJvVEFBREFVYTVsakZUZStLZDE2OVkyNjEvOTg1Ly8xTlNwVTdWNjlXcTFidDM2dXZzRkFBQW80ZGJUR2VMajR4VWJHNnZXclZzck9qcGFyNy8rdXJLenN6VjA2RkJKNTZla0h6cDBTRysvL2JiMW1QVDBkRW5TNzcvL3JsOS8vVlhwNmVueTl2WldzMmJOSkVralJvelFYWGZkcFprelorcUJCeDdRcDU5K3FuWHIxdW5ycjc5MitQa0JBQUJjaTZzZEl3MGRPbFJ6NTg1VmZIeThoZ3dab3RUVVZDMWN1TkRtRGN5elpzM1NoQWtUOU41Nzd5a3NMTXc2MDZwV3JWcXFWYXZXRmZVTEFBQlFIcmRPWVBYcjEwOUhqeDdWbENsVGxKT1RvK2JObTJ2bHlwVUtEUTJWSk9YazVDZzdPOXZtbUpZdFcxcS8zckZqaDk1Nzd6MkZob2JxNE1HRGtxUU9IVHBveVpJbEdqOSt2Q1pNbUtER2pSdHI2ZEtsYXRldW5jUE9Dd0FBNEhwYzdSZ3BQRHhjSzFldTFNaVJJL1hxcTY4cU9EaFlyN3p5aXZyMDZXT3RNMi9lUEJVV0Z1cmhoeCsyNld2aXhJbWFOR25TRmZVTEFBQlFIcE5Sc2dJbkhDWS9QMTltczFsNWVYbXMzVkNGbkNvc1VyTVgxa2lTOWszcFZxblhjM0xVdWJqVDl3eUFlK0IzdVBOeERRQUFxSnl1OTNlNDI2NkJCUUFBQUFBQUFQZEFBZ3NBQUFBQUFBQXVqUVFXQUFBQUFBQUFYQm9KTEFBQUFBQUFBTGcwVmtRR0hLU0d0NWNPenJqWDJXRUFBQUFBQUZEcE1BTUxBQUFBQUFBQUxvMEVGZ0FBQUFBQUFGd2FDU3dBQUFBQUFBQzROQkpZQUFBQUFBQUFjR2trc0FBQUFBQUFBT0RTU0dBQkFBQUFBQURBcFpIQUFnQUFBQUFBZ0VzamdRVUFBQUFBQUFDWFJnSUxBQUFBQUFBQUxvMEVGZ0FBQUFBQUFGd2FDU3dBQUFBQUFBQzROQkpZQUFBQUFBQUFjR2trc0FBQUFBQUFBT0RTU0dBQkFBQUFBQURBcFpIQUFnQUFBQUFBZ0VzamdRVUFBQUFBQUFDWFJnSUxBQUFBQUFBQUxvMEVGZ0FBQUFBQUFGd2FDU3dBQUFBQUFBQzROQkpZQUFBQUFBQUFjR2trc0FBQUFBQUFBT0RTU0dBQkFBQUFBQURBcFpIQUFnQUFBQUFBZ0VzamdRVUFBRkFGelpzM1QrSGg0ZkwxOVZWVVZKUysrdXFyUzlaUFNVbFJWRlNVZkgxOUZSRVJvYVNrSkp2UDkrN2RxejU5K2lnc0xFd21rMG1KaVltbDJwZzBhWkpNSnBQTkZoZ1lXSkduQlFBQTNCUUpMQUFBZ0NwbTZkS2xpb3VMMDdoeDQ1U1dscWFPSFR1cVI0OGV5czdPTHJOK1ptYW1ldmJzcVk0ZE95b3RMVTFqeDQ3VjhPSER0V3paTW11ZFU2ZE9LU0lpUWpObXpMaGtVdXFXVzI1UlRrNk9kZHV6WjArRm54OEFBSEEvWHM0T0FBQUFBSTQxWjg0Y0RSbzBTSU1IRDVZa0pTWW1hczJhTlpvL2Y3NFNFaEpLMVU5S1NsSklTSWgxVmxWa1pLUzJiOSt1MmJObnEwK2ZQcEtrTm0zYXFFMmJOcEtrNTU5L3Z0eSt2Ynk4bUhVRkFBQ3VHak93QUFBQXFwREN3a0x0MkxGRE1URXhOdVV4TVRIYXRHbFRtY2VrcHFhV3F0K3RXemR0Mzc1ZFo4K2V2YXIrdi8vK2V3VUhCeXM4UEZ6OSsvZlhqei8rZUhVbkFBQUFxaVFTV0FBQUFGVklibTZ1aW91TEZSQVFZRk1lRUJBZ2k4VlM1akVXaTZYTStrVkZSY3JOemIzaXZ0dTFhNmUzMzM1YmE5YXMwWUlGQzJTeFdOU2hRd2NkUFhxMDNHTUtDZ3FVbjU5dnN3RUFnS3FIQkJZQUFFQVZaREtaYlBZTnd5aFZkcm42WlpWZlNvOGVQZFNuVHgrMWFORkNYYnAwMFgvLysxOUowbHR2dlZYdU1Ra0pDVEtiemRhdFVhTkdWOXdmQUFCd0h5U3dBQUFBcWhBL1B6OTVlbnFXbW0xMTVNaVJVck9zU2dRR0JwWlozOHZMUy9YcjE3L21XR3JXcktrV0xWcm8rKysvTDdmT21ERmpsSmVYWjkxKyt1bW5hKzRQQUFCVVhpU3dBQUFBcWhCdmIyOUZSVVVwT1RuWnBqdzVPVmtkT25Rbzg1am82T2hTOWRldVhhdldyVnVyV3JWcTF4eExRVUdCTWpJeUZCUVVWRzRkSHg4ZjFhbFR4MllEQUFCVkR3a3NBQUNBS2lZK1BsNXZ2UEdHRmkxYXBJeU1ESTBjT1ZMWjJka2FPblNvcFBPem5nWU9IR2l0UDNUb1VHVmxaU2srUGw0WkdSbGF0R2lSRmk1Y3FGR2pSbG5yRkJZV0tqMDlYZW5wNlNvc0xOU2hRNGVVbnA2dUF3Y09XT3VNR2pWS0tTa3B5c3pNMUpZdFcvVHd3dzhyUHo5Zmp6Lyt1T05PSGdBQVZFcGV6ZzRBQUFBQWp0V3ZYejhkUFhwVVU2Wk1VVTVPanBvM2I2NlZLMWNxTkRSVWtwU1RrNlBzN0d4ci9mRHdjSzFjdVZJalI0N1VxNisrcXVEZ1lMM3l5aXZxMDZlUHRjN2h3NGZWc21WTDYvN3MyYk0xZS9ac2RlclVTUnMyYkpBay9menp6M3Jra1VlVW01c3JmMzkvdFcvZlhwczNiN2IyQ3dBQVVCNFNXQUFBQUZYUXNHSEROR3pZc0RJL1c3eDRjYW15VHAwNmFlZk9uZVcyRnhZV1psM1l2VHhMbGl5NXFoZ0JBQUJLdVAwamhQUG16Vk40ZUxoOGZYMFZGUldscjc3NjZwTDFVMUpTRkJVVkpWOWZYMFZFUkNncEthbFVuY1RFUkRWcDBrVFZxMWRYbzBhTk5ITGtTSjA1YzhaZXB3QUFBQUFBQUZDbHVYVUNhK25TcFlxTGk5TzRjZU9VbHBhbWpoMDdxa2VQSGpaVDRpK1VtWm1wbmoxN3FtUEhqa3BMUzlQWXNXTTFmUGh3TFZ1MnpGcm4zWGZmMWZQUFA2K0pFeWNxSXlOREN4Y3UxTktsU3pWbXpCaEhuUllBQUFBQUFFQ1Y0dGFQRU02Wk0wZURCZzNTNE1HREpaMmZPYlZtelJyTm56OWZDUWtKcGVvbkpTVXBKQ1JFaVltSmtxVEl5RWh0Mzc1ZHMyZlB0cTd4a0pxYXFqdnV1RU1EQmd5UWRINjYvQ09QUEtLdFc3YzY1cVFBQUFBQUFBQ3FHTGVkZ1ZWWVdLZ2RPM1lvSmliR3Bqd21Ka2FiTm0wcTg1alUxTlJTOWJ0MTY2YnQyN2ZyN05temtxUTc3N3hUTzNic3NDYXNmdnp4UjYxY3VWTDMzbnV2SGM0Q0FBQUFBQUFBYmpzREt6YzNWOFhGeFFvSUNMQXBEd2dJa01WaUtmTVlpOFZTWnYyaW9pTGw1dVlxS0NoSS9mdjMxNisvL3FvNzc3eFRobUdvcUtoSWYvdmIzL1Q4ODgrWEcwdEJRWUVLQ2dxcysvbjUrZGR4WmdBQUFBQUFBRldMMjg3QUttRXltV3oyRGNNb1ZYYTUraGVXYjlpd1FkT21UZE84ZWZPMGMrZE9mZnp4eC9yc3M4ODBkZXJVY3R0TVNFaVEyV3kyYm8wYU5iclcwd0VBQUFBQUFLaHkzSFlHbHArZm56dzlQVXZOdGpweTVFaXBXVllsQWdNRHk2enY1ZVdsK3ZYclM1SW1USmlnMk5oWTY3cGFMVnEwME1tVEovWFVVMDlwM0xoeDh2QW9uUk1jTTJhTTR1UGpyZnY1K2Zra3NRQUFBQUFBQUs2UTI4N0E4dmIyVmxSVWxKS1RrMjNLazVPVDFhRkRoektQaVk2T0xsVi83ZHExYXQyNnRhcFZxeVpKT25YcVZLa2tsYWVucHd6RHNNN1d1cGlQajQvcTFLbGpzd0VBQUFBQUFPREt1RzBDUzVMaTQrUDF4aHR2YU5HaVJjckl5TkRJa1NPVm5aMnRvVU9IU2pvL00ycmd3SUhXK2tPSERsVldWcGJpNCtPVmtaR2hSWXNXYWVIQ2hSbzFhcFMxenYzMzM2LzU4K2RyeVpJbHlzek1WSEp5c2laTW1LQmV2WHJKMDlQVDRlY0lBQUFBQUFEZzd0ejJFVUpKNnRldm40NGVQYW9wVTZZb0p5ZEh6WnMzMThxVkt4VWFHaXBKeXNuSlVYWjJ0clYrZUhpNFZxNWNxWkVqUityVlYxOVZjSEN3WG5ubEZmWHAwOGRhWi96NDhUS1pUQm8vZnJ3T0hUb2tmMzkvM1gvLy9abzJiWnJEenc4QUFBQUFBS0FxTUJubFBmY0d1OG5QejVmWmJGWmVYaDZQRTZKU09sVllwR1l2ckpFazdadlNUVFc4N1pNTGQxUS9BSENsK0IzdWZGd0RBQUFxcCt2OUhlN1dqeEFDQUFBQUFBQ2c4aU9CQlFBQUFBQUFBSmRHQWdzQUFBQUFBQUF1alFRV0FBQUFBQUFBWEJvSkxBQUFBQUFBQUxnMEVsZ0FBQUFBQUFCd2FTU3dBQUFBQUFBQTROSklZQUVBQUFBQUFNQ2xrY0FDQUFBQUFBQ0FTeU9CQlFBQUFBQUFBSmRHQWdzQUFBQUFBQUF1alFRV0FBQUFBQUFBWEJvSkxBQUFBQUFBQUxnMEVsZ0FBQUFBQUFCd2FTU3dBQUFBQUFBQTROSklZQUVBQUFBQUFNQ2xrY0FDQUFBQUFBQ0FTeU9CQlFBQVVBWE5temRQNGVIaDh2WDFWVlJVbEw3NjZxdEwxazlKU1ZGVVZKUjhmWDBWRVJHaHBLUWttOC8zN3QyclBuMzZLQ3dzVENhVFNZbUppUlhTTHdBQWdFUUNDd0FBb01wWnVuU3A0dUxpTkc3Y09LV2xwYWxqeDQ3cTBhT0hzck96eTZ5Zm1abXBuajE3cW1QSGprcExTOVBZc1dNMWZQaHdMVnUyekZybjFLbFRpb2lJMEl3Wk14UVlHRmdoL1FJQUFKUWdnUVVBQUZERnpKa3pSNE1HRGRMZ3dZTVZHUm1weE1SRU5XclVTUFBuenkremZsSlNra0pDUXBTWW1Lakl5RWdOSGp4WVR6NzVwR2JQbm0ydDA2Wk5HLzN6bi85VS8vNzk1ZVBqVXlIOUFnQUFsQ0NCQlFBQVVJVVVGaFpxeDQ0ZGlvbUpzU21QaVluUnBrMmJ5andtTlRXMVZQMXUzYnBwKy9idE9udjJyTjM2QlFBQUtPSGw3QUFBQUFEZ09MbTV1U291TGxaQVFJQk5lVUJBZ0N3V1M1bkhXQ3lXTXVzWEZSVXBOemRYUVVGQmR1bFhrZ29LQ2xSUVVHRGR6OC9QdjJ4ZkFBREEvVEFEQ3dBQW9Bb3ltVXcyKzRaaGxDcTdYUDJ5eWl1NjM0U0VCSm5OWnV2V3FGR2pxK29QQUFDNEJ4SllBQUFBVllpZm41ODhQVDFMelhvNmN1UklxZGxSSlFJREE4dXM3K1hscGZyMTY5dXRYMGthTTJhTTh2THlyTnRQUC8xMFJmMEJBQUQzUWdJTEFBQ2dDdkgyOWxaVVZKU1NrNU50eXBPVGs5V2hRNGN5ajRtT2ppNVZmKzNhdFdyZHVyV3FWYXRtdDM0bHljZkhSM1hxMUxIWkFBQkExY01hV0FBQUFGVk1mSHk4WW1OajFicDFhMFZIUit2MTExOVhkbmEyaGc0ZEt1bjhyS2REaHc3cDdiZmZsaVFOSFRwVWMrZk9WWHg4dklZTUdhTFUxRlF0WExoUTc3Ly92clhOd3NKQzdkdTN6L3Ixb1VPSGxKNmVybHExYXVuR0cyKzhvbjRCQUFES1F3SUxBQUNnaXVuWHI1K09IajJxS1ZPbUtDY25SODJiTjlmS2xTc1ZHaG9xU2NySnlWRjJkcmExZm5oNHVGYXVYS21SSTBmcTFWZGZWWEJ3c0Y1NTVSWDE2ZFBIV3VmdzRjTnEyYktsZFgvMjdObWFQWHUyT25YcXBBMGJObHhSdndBQUFPVXhHU1VyY0Zhd3MyZlB5bUt4Nk5TcFUvTDM5MWU5ZXZYczBVMmxsSitmTDdQWnJMeThQS2JCbzFJNlZWaWtaaStza1NUdG05Sk5OYnp0a3d0M1ZEOEFjS1g0SGU1OFhBTUFBQ3FuNi8wZFhxRnJZUDMrKys5NjdiWFgxTGx6WjVuTlpvV0ZoYWxaczJieTkvZFhhR2lvaGd3Wm9tM2J0bFZrbHdBQUFBQUFBSEJ6RlpiQWV1bWxseFFXRnFZRkN4Ym96My8rc3o3KytHT2xwNmRyLy83OVNrMU4xY1NKRTFWVVZLU3VYYnVxZS9mdSt2Nzc3eXVxYXdBQUFBQUFBTGl4Q25zZVo5T21UVnEvZnIxYXRHaFI1dWR0MjdiVmswOCtxYVNrSkMxY3VGQXBLU202NmFhYktxcDdBQUFBQUFBQXVLa0tTMkI5K09HSFYxVFB4OGRIdzRZTnE2aHVBUUFBQUFBQTRPWXFkQTBzQUFBQUFBQUFvS0pWU0FMcjlPblRPblRvVUtueXZYdjNWa1R6QUFBQUFBQUFxTUt1TzRIMTBVY2Y2ZWFiYjFiUG5qMTE2NjIzYXN1V0xkYlBZbU5qcjdkNUFBQUFBQUFBVkhIWG5jQjY4Y1VYdFhQblR1M2F0VXVMRmkzU2swOCtxZmZlZTArU1pCakdkUWNJQUFBQUFBQ0FxdTI2RjNFL2UvYXMvUDM5SlVtdFc3ZldsMTkrcWQ2OWUrdkFnUU15bVV6WEhTQUFBQUFBQUFDcXR1dWVnZFdnUVFQdDNyM2J1bCsvZm4wbEp5Y3JJeVBEcGh3QUFBQUFBQUM0RnRlZHdIcm5uWGZVb0VFRG16SnZiMis5Ly83N1NrbEp1ZDdtQVFBQUFBQUFVTVZkZHdMcmhodHVVR0Jnb0UxWlFrS0NGaTFhcER2dXVNT21mTkdpUlpvNWMrYjFkbmxWNXMyYnAvRHdjUG42K2lvcUtrcGZmZlhWSmV1bnBLUW9LaXBLdnI2K2lvaUlVRkpTVXFrNng0OGYxOS8vL25jRkJRWEoxOWRYa1pHUldybHlwYjFPQVFBQUFBQUFvRXE3N2dSV1dWNTc3VFUxYmRxMFZQa3R0OXhTWmtMSVhwWXVYYXE0dURpTkd6ZE9hV2xwNnRpeG8zcjA2S0hzN093eTYyZG1acXBuejU3cTJMR2owdExTTkhic1dBMGZQbHpMbGkyejFpa3NMRlRYcmwxMThPQkJmZlRSUjlxL2Y3OFdMRmlnaGcwYk91cTBBQUFBQUFBQXFwVHJYc1M5TEJhTFJVRkJRYVhLL2YzOWxaT1RZNDh1eXpSbnpod05HalJJZ3djUGxpUWxKaVpxelpvMW1qOS92aElTRWtyVlQwcEtVa2hJaUJJVEV5VkprWkdSMnI1OXUyYlBucTArZmZwSU9qK0w3Tml4WTlxMGFaT3FWYXNtU1FvTkRYWE1DUUVBQUFBQUFGUkJkcG1CMWFoUkkyM2N1TEZVK2NhTkd4VWNIR3lQTGtzcExDelVqaDA3RkJNVFkxTWVFeE9qVFpzMmxYbE1hbXBxcWZyZHVuWFQ5dTNiZGZic1dVblNpaFVyRkIwZHJiLy8vZThLQ0FoUTgrYk5OWDM2ZEJVWEY5dm5SQUFBQUFBQUFLbzR1OHpBR2p4NHNPTGk0blQyN0ZuOStjOS9saVI5L3ZubkdqMTZ0UDd4ajMvWW84dFNjbk56VlZ4Y3JJQ0FBSnZ5Z0lBQVdTeVdNbyt4V0N4bDFpOHFLbEp1YnE2Q2dvTDA0NDgvNm9zdnZ0Q2pqejZxbFN0WDZ2dnZ2OWZmLy81M0ZSVVY2WVVYWGlpejNZS0NBaFVVRkZqMzgvUHpyL1BzQUFBQUFBQUFxZzY3SkxCR2p4NnRZOGVPYWRpd1lTb3NMSlFrK2ZyNjZybm5udE9ZTVdQczBXVzVUQ2FUemI1aEdLWEtMbGYvd3ZKejU4NnBRWU1HZXYzMTErWHA2YW1vcUNnZFBueFkvL3puUDh0TllDVWtKR2p5NU1uWGN4b0FBQUFBQUFCVmxsMGVJVFNaVEpvNWM2WisvZlZYYmQ2OFdidDI3ZEt4WThmS1RmRFlnNStmbnp3OVBVdk50anB5NUVpcFdWWWxBZ01EeTZ6djVlV2wrdlhyUzVLQ2dvSjA4ODAzeTlQVDAxb25NakpTRm92Rm1xeTcySmd4WTVTWGwyZmRmdnJwcCtzNU5RQUFBQUFBZ0NyRkxnbXNFclZxMVZLYk5tM1V2SGx6K2ZqNDJMT3JVcnk5dlJVVkZhWGs1R1NiOHVUa1pIWG8wS0hNWTZLam8wdlZYN3QyclZxM2JtMWRzUDJPTys3UWdRTUhkTzdjT1d1ZDc3NzdUa0ZCUWZMMjlpNnpYUjhmSDlXcFU4ZG1Bd0FBQUFBQXdKV3hXd0xycTYrKzBtT1BQYVlPSFRybzBLRkRrcVIzM25sSFgzLzl0YjI2TENVK1BsNXZ2UEdHRmkxYXBJeU1ESTBjT1ZMWjJka2FPblNvcFBNem93WU9IR2l0UDNUb1VHVmxaU2srUGw0WkdSbGF0R2lSRmk1Y3FGR2pSbG5yL08xdmY5UFJvMGMxWXNRSWZmZmRkL3J2Zi8rcjZkT242KzkvLzd2RHpnc0FBQUFBQUtBcXNVc0NhOW15WmVyV3JadXFWNit1blR0M1doY3dQM0hpaEtaUG4yNlBMc3ZVcjE4L0pTWW1hc3FVS2JyOTl0djE1WmRmYXVYS2xRb05EWlVrNWVUa0tEczcyMW8vUER4Y0sxZXUxSVlORzNUNzdiZHI2dFNwZXVXVlY5U25UeDlyblVhTkdtbnQyclhhdG0yYmJyMzFWZzBmUGx3alJvelE4ODgvNzdEekFnQUFBQUFBcUVwTVJza3E1UldvWmN1V0dqbHlwQVlPSEtqYXRXdHIxNjVkaW9pSVVIcDZ1cnAzNzE3dVd3Q3Jpdno4ZkpuTlp1WGw1ZkU0SVNxbFU0VkZhdmJDR2tuU3ZpbmRWTVBiTHUrRGNGZy9BSENsK0IzdWZGd0RBQUFxcCt2OUhXNlhHVmo3OSsvWFhYZmRWYXE4VHAwNk9uNzh1RDI2QkFBQUFBQUFnSnV5U3dJcktDaElCdzRjS0ZYKzlkZGZLeUlpd2g1ZEFnQUFBQUFBd0UzWkpZSDE5Tk5QYThTSUVkcXlaWXRNSnBNT0h6NnNkOTk5VjZOR2pkS3dZY1BzMFNVQUFBQUFBQURjbEYwV2xCazllclR5OHZKMDk5MTM2OHlaTTdycnJydms0K09qVWFORzZabG5uckZIbHdBQUFBQUFBSEJUZGxzUmVkcTBhUm8zYnB6MjdkdW5jK2ZPcVZtelpxcFZxNWE5dWdNQUFBQUFBSUNic3NzamhLZFBuOWFwVTZkVW8wWU50VzdkV2dFQkFYcmpqVGUwZHUxYWUzUUhBQUFBQUFBQU4yYVhCTllERHp5Z3Q5OStXNUowL1BoeHRXdlhUdi82MTcvMHdBTVBhUDc4K2Zib0VnQUFBTGcyaFNlbFNlYnpXK0ZKWjBjREFBREtZSmNFMXM2ZE85V3hZMGRKMGtjZmZhU0FnQUJsWldYcDdiZmYxaXV2dkdLUExnRUFBSEFWNXMyYnAvRHdjUG42K2lvcUtrcGZmZlhWSmV1bnBLUW9LaXBLdnI2K2lvaUlVRkpTVXFrNnk1WXRVN05temVUajQ2Tm16WnBwK2ZMbE5wOVBtalJKSnBQSlpnc01ES3pROHdJQUFPN0pMZ21zVTZkT3FYYnQycEtrdFd2WHFuZnYzdkx3OEZENzl1MlZsWlZsank0QkFBQndoWll1WGFxNHVEaU5HemRPYVdscDZ0aXhvM3IwNktIczdPd3k2MmRtWnFwbno1N3EyTEdqMHRMU05IYnNXQTBmUGx6TGxpMnoxa2xOVFZXL2Z2MFVHeHVyWGJ0MktUWTJWbjM3OXRXV0xWdHMycnJsbGx1VWs1TmozZmJzMldQWGN3VUFBTzdCTGdtc0cyKzhVWjk4OG9sKyt1a25yVm16UmpFeE1aS2tJMGVPcUU2ZE92Ym9FZ0FBQUZkb3pwdzVHalJva0FZUEhxekl5RWdsSmlhcVVhTkc1Uzcxa0pTVXBKQ1FFQ1VtSmlveU1sS0RCdy9XazA4K3FkbXpaMXZySkNZbXFtdlhyaG96Wm95YU5tMnFNV1BHNko1NzdsRmlZcUpOVzE1ZVhnb01ETFJ1L3Y3KzlqeFZBQURnSnV5U3dIcmhoUmMwYXRRb2hZV0ZxVjI3ZG9xT2pwWjBmalpXeTVZdDdkRWxBQUFBcmtCaFlhRjI3TmhodmNGWUlpWW1ScHMyYlNyem1OVFUxRkwxdTNYcnB1M2J0K3ZzMmJPWHJITnhtOTkvLzcyQ2c0TVZIaDZ1L3YzNzY4Y2ZmN3hrdkFVRkJjclB6N2ZaQUFCQTFlTmxqMFlmZnZoaDNYbm5uY3JKeWRGdHQ5MW1MYi9ubm52MDBFTVAyYU5MQUFDQVNxVk5tell5bVV5bHlnM0RrTWxrMHRhdFcrM1NiMjV1cm9xTGl4VVFFR0JUSGhBUUlJdkZVdVl4Rm91bHpQcEZSVVhLemMxVlVGQlF1WFV1YkxOZHUzWjYrKzIzZGZQTk4rdVhYMzdSaXkrK3FBNGRPbWp2M3IycVg3OSttWDBuSkNSbzh1VEoxM0txQUFEQWpkZ2xnU1hKT2kzOFFtM2J0clZYZHdBQUFKWEtSeDk5NU5UK0wwNmVsU1RPcnFiK3hlV1hhN05Iang3V3IxdTBhS0hvNkdnMWJ0eFliNzMxbHVMajQ4dnNkOHlZTVRhZjVlZm5xMUdqUnVYR0NRQUEzSk5kSGlGTVNFalFva1dMU3BVdldyUklNMmZPdEVlWEFBQUFsVXBvYUtoMXMxZ3Mycmh4bzBKRFExV25UaDE1ZW5yYXJWOC9Qejk1ZW5xV21tMTE1TWlSVWpPb1NnUUdCcFpaMzh2THl6cHpxcnc2NWJVcFNUVnIxbFNMRmkzMC9mZmZsMXZIeDhkSGRlclVzZGtBQUVEVlk1Y0UxbXV2dmFhbVRadVdLci9sbGx2S2ZPVXlBQUJBVlRWcDBpUk5telpOa3laTmtuVCtiYzc5Ky9lM1czL2UzdDZLaW9wU2NuS3lUWGx5Y3JJNmRPaFE1akhSMGRHbDZxOWR1MWF0VzdkV3RXclZMbG1udkRhbDgrdGJaV1JrS0NnbzZGcE9CUUFBVkNGMlNXQlpMSll5QnlMKy92N0t5Y214UjVjQUFBQ1YwaWVmZktKUFAvMVVOV3ZXbENRMWJOalE3Z3VWeDhmSDY0MDMzdENpUll1VWtaR2hrU05IS2pzN1cwT0hEcFYwL3JHOWdRTUhXdXNQSFRwVVdWbFppbytQVjBaR2hoWXRXcVNGQ3hkcTFLaFIxam9qUm96UTJyVnJOWFBtVEgzNzdiZWFPWE9tMXExYnA3aTRPR3VkVWFOR0tTVWxSWm1abWRxeVpZc2VmdmhoNWVmbjYvSEhIN2ZyK1FJQWdNclBMbXRnTldyVVNCczNibFI0ZUxoTitjYU5HeFVjSEd5UExnRUFBQ29sSHg4ZlNYK3NIM1g4K0hGNWVOamxIcU5WdjM3OWRQVG9VVTJaTWtVNU9UbHEzcnk1VnE1Y3FkRFFVRWxTVGs2T3NyT3pyZlhEdzhPMWN1VktqUnc1VXErKytxcUNnNFAxeWl1dnFFK2ZQdFk2SFRwMDBKSWxTelIrL0hoTm1EQkJqUnMzMXRLbFM5V3VYVHRyblo5Ly9sbVBQUEtJY25OejVlL3ZyL2J0MjJ2ejVzM1dmZ0VBQU1wamx3VFc0TUdERlJjWHA3Tm56K3JQZi82ekpPbnp6ei9YNk5HajlZOS8vTU1lWFFJQUFGUktmL3ZiMzlTdlh6L2w1dWJxeFJkZjFOS2xTL1hjYzgvWnZkOWh3NFpwMkxCaFpYNjJlUEhpVW1XZE9uWFN6cDA3TDlubXd3OC9ySWNmZnJqY3o1Y3NXWEpWTVFJQUFKU3dTd0pyOU9qUk9uYnNtSVlORzZiQ3drSkprcSt2cjU1NzdqbU5HVFBHSGwwQ0FBQlVTazg4OFlUYXRXdW56ei8vWElaaGFNbVNKYnJsbGx1Y0hSWUFBSUJMcWZBRTF0bXpaeFVURTZQWFhudE5FeVpNVUVaR2hxcFhyNjZiYnJySk9rVWVBQUNncWx1NWNxWE5ma1JFaENRcEt5dExXVmxaNnRtenB6UENBZ0FBY0VrVm5zQ3FWcTJhdnZubUc1bE1KdFdxVlV0dDJyU3A2QzRBQUFBcXZROC8vRkNTZE9USUVXM2F0RW4zM0hPUERNUFErdlhyMWFsVEp4SllBQUFBRjdETENxRURCdzdVd29VTDdkRTBBQUNBVzNqenpUZjE1cHR2eXNQRFF4a1pHZnJvbzQrMGJOa3k3ZHUzejltaEFRQUF1Qnk3cklGVldGaW9OOTU0UThuSnlXcmR1clgxdGRBbDVzeVpZNDl1QVFBQUtwMGZmdmhCL3Y3KzF2MzY5ZXRyLy83OVRvd0lBQURBOWRnbGdmWE5OOStvVmF0V2txVHZ2dnZPNXJPU1YwUURBQUQ3T0ZWWXBHWXZySkVrN1p2U1RUVzg3ZkxySGhXa1Q1OCs2dENoZ3g1NjZDR1pUQ1l0WDc3OGttL3lBd0FBcUlyc01xSmR2MzY5UFpvRkFBQndPMU9uVGxXdlhyMjBhZE1tR1lhaGYvLzczNndoNmt6NWh5Vy9tNXdkQlFBQXVJaGQxc0FDQUFEQWxXdlVxSkVpSWlKMDQ0MDNLaVFreE5uaFZEM3A3LzN4OWF0dHBaMXZPeThXQUFCUUpycytVN0J2M3o1bFoyZXJzTERRcHJ4WHIxNzI3QllBQUtEU2VPKzk5L1RDQ3krb1M1Y3VPbmZ1bk9MajR6Vmx5aFQxNzkvZjJhRlZEWG1IcEZXai85ZzN6a24vRnljMXZrY3lOM1JhV0FBQXdKWmRFbGcvL3Zpakhucm9JZTNaczBjbWswbUdZVWo2WS8ycjR1SmllM1FMQUFCUTZjeWNPVlBidG0xVDNicDFKVW0vL2ZhYk9uZnVUQUxMVVk3OWNENXBkU0dqV0RyMkl3a3NBQUJjaUYwZUlSd3hZb1RDdzhQMXl5Ky9xRWFOR3RxN2Q2KysvUEpMdFc3ZFdoczJiTEJIbHdBQUFKWFN1WFBuVkt0V0xldCtyVnExZE83Y3VVc2NnUXBWcjdGa3VtaEliUEtVNmtVNEp4NEFBRkFtdTh6QVNrMU4xUmRmZkNGL2YzOTVlSGpJdzhORGQ5NTVweElTRWpSOCtIQ2xwYVhabzFzQUFJQks1N0hISGxPSERoM1VwMDhmR1lhaGp6LytXTEd4c2M0T3Erb3dONVI2ekpKV2pqcS9iL0tVN2s5azloVUFBQzdHTGpPd2lvdUxyWGNTL2Z6OGRQandZVWxTYUdpbzl1L2ZiNDh1QVFBQUtxWG5ubnRPU1VsSnFsNjl1bXJXcktuWFhudE5vMGVQdnZ5QnFEaTNEL2pqNjc5dmtWb05kRjRzQUFDZ1RIYVpnZFc4ZVhQdDNyMWJFUkVSYXRldW5XYk5taVZ2YjIrOS92cnJpb2hnT2pZQUFFQ0pIMzc0UWUrODg0NE9IanlvNHVKaXJWdTNUcEswWXNVS0owZFdSZFVKZG5ZRUFJQ0xuQ29zVXJNWDFraVM5azNwcGhyZWRuMGZIVnlVWGE3NitQSGpkZkxrU1VuU2l5KytxUHZ1dTA4ZE8zWlUvZnIxdFhUcFVudDBDUUFBVUNrOStPQ0RldWFaWjlTdlh6OTVlTmhsY2p5QUsxVjRVcHIrdnlUbTJNT1NkMDNueGdNQXNMSkxBcXRidDI3V3J5TWlJclJ2M3o0ZE8zWk1kZXZXdGI2SkVBQUFBRkxObWpYMTlOTlBPenNNQUFBQWwxWmhDYXpzN0d5RmhJU1UrM205ZXZWczlnOGRPcVNHRFZrY0V3QUFWRzFqeG96UmM4ODlweTVkdXNqSHg4ZGFmdGRkZHpreEtnQUFBTmRTWVFtc05tM2FxRmV2WGhveVpJamF0bTFiWnAyOHZEeDk4TUVIZXZubGwvWDAwMC9yMldlZnJhanVBUUFBS3FVMWE5Wm93NFlOT25EZ2dQVVJRcFBKUkFJTEFJQXlXUExPS01LL2xyUERnQk5VV0FJckl5TkQwNmRQVi9mdTNWV3RXalcxYnQxYXdjSEI4dlgxMVcrLy9hWjkrL1pwNzk2OWF0MjZ0Zjc1ejMrcVI0OGVGZFUxQUFCQXBaV1NrcUs5ZS9leXpBTGdhdklQUzM0M09Uc0tBSktXN2ZqWituV1hPU2xLNk4xQy9kcVUvd1FZM0ZPRnJSUmFyMTQ5elo0OVc0Y1BIOWI4K2ZOMTg4MDNLemMzVjk5Ly83MGs2ZEZISDlXT0hUdTBjZU5Ha2xjQUFBRC8wN1p0Vy8zd3d3L09EZ09BSktXLzk4ZlhyN2FWZHI3dHZGZ0FTSkp5OGs1cjRvcTkxdjF6aGpUMjQyK1VrM2ZhaVZIQkdTcDhFWGRmWDEvMTd0MWJ2WHYzcnVpbUFRQUEzRTVhV3BxYU4yK3VKazJheU1mSFI0Wmh5R1F5YWV2V3JjNE9EYWhhOGc1SnEwYi9zVytjay80dlRtcDhqMlJtN1Y3QVdUSnpUK3FjWVZ0V2JCZzZtSHRLUWVicXpnbktqZVhrblZabTdrbUYrOVYwdWUrdjI3K3JlZDY4ZVFvUEQ1ZXZyNitpb3FMMDFWZGZYYkorU2txS29xS2k1T3ZycTRpSUNDVWxKWlZiZDhtU0pUS1pUSHJ3d1Fjck9Hb0FBRkJWZlBycHA5cS9mNzlXckZpaER6LzhVQjk5OUpFKy9QQkRaNGNGVkQzSGZqaWZ0THFRVVN3ZCs5RTU4UURYcS9Da05NbDhmaXM4NmV4b3JsbTRYMDE1WFBTVXZhZkpwREMvR3M0SnlJMHQzWmF0TzJaOG9RRUx0dWlPR1Y5bzZiWnNaNGRrdzYwVFdFdVhMbFZjWEp6R2pSdW50TFEwZGV6WVVUMTY5RkIyZHRrWElUTXpVejE3OWxUSGpoMlZscGFtc1dQSGF2anc0VnEyYkZtcHVsbFpXUm8xYXBRNmR1eG83OU1BQUFCdUxEUTB0TXdOZ0lQVmF5ekRkTkdmUnlaUHFWNkVjK0lCS2xMK1lXZEhjTTJDek5VMXVlZU44bFN4Sk1uREpFM3YzZHcrczRQY0pPbDNMWEx5VG12TXgzdXNzOTFjOFZGTnQwNWd6Wmt6UjRNR0RkTGd3WU1WR1JtcHhNUkVOV3JVU1BQbnp5K3pmbEpTa2tKQ1FwU1ltS2pJeUVnTkhqeFlUejc1cEdiUG5tMVRyN2k0V0k4KytxZ21UNTZzaUFoK29RRUFnQ3VYbDVlbnA1NTZTamZlZUtNaUl5T1ZrNVBqN0pBQVNKSzVvVFkzSGFNaTQveWZTRVdHaDdZMmY2RmlIeDkwNUIvSFZmZ1BjZnlQRzYzcDFxZGxvTDcyR2FIM3EwM1Z1bWZic0lDN0hWenFVVTFYNGJZSnJNTENRdTNZc1VNeE1URTI1VEV4TWRxMGFWT1p4NlNtcHBhcTM2MWJOMjNmdmwxbno1NjFsazJaTWtYKy92NGFOR2hReFFjT0FBRGMyckJodzdSbnp4N05talZMV1ZsWk9uMzYvSjNOdUxnNHZmenl5MDZPRHFpNmN2Sk82OUgwVzNSbndjdnFYemhlZHhhOHJFZTIzK3hTc3crQUsxYmVtbTU1aDV3VzB2VUtNaDFUdEdlR0F1djRPRHNVdXpoVldLU3c1Lytyc09mL3ExT0ZSUTd2dnpJOHF1bTJDYXpjM0Z3VkZ4Y3JJQ0RBcGp3Z0lFQVdpNlhNWXl3V1M1bjFpNHFLbEp1YkswbmF1SEdqRmk1Y3FBVUxGbHh4TEFVRkJjclB6N2ZaQUFCQTFiUnExU3JObXpkUHZYdjNscWVucDdXOGUvZnVldWVkZDV3WUdWQzFsY3crc0tpK05wOXJKb3ZxMjNmMlFTVitwQXVWZ0J1djZXWTZ3Y3hsZXdneVYxZEM3eGJ5TkozUFlubWFUUFo3VlBNYXVXMENxNFRKWkp0Q0xIbXp6OVhVTHlrL2NlS0VIbnZzTVMxWXNFQitmbjVYSEVOQ1FvTE1ack4xYTlTbzBWV2NBUUFBY0RlMWF0VXFWWGJUVFRmcHdJRURUb2dHanBhVGQxcWJmc2hsWm8rTGNjanNBMmM5MG1YblpObXAzL1AweThSUWZUUGhWbVY5dDZ2aTIzZnl6SlJLcVY1anlWRnJ1am5nY1ZYUFBVdXNYL3UrSHUyWWZ6dFZNTW5jcjAySXZuNyticjAvcEwyK2Z2NXVsM3RVMCs0SnJEWnQycWh0MjdhbHRwSnllL0h6ODVPbnAyZXAyVlpIamh3cE5jdXFSR0JnWUpuMXZieThWTDkrZmYzd3d3ODZlUENnN3IvL2ZubDVlY25MeTB0dnYvMjJWcXhZSVM4dkwvM3d3dzlsdGp0bXpCamw1ZVZadDU5KytxbGlUaElBQUZRNlBYdjIxSHZ2dlZlcS9QZmZmNy9rVFRhNGgzZFNEeW82d1hYZjhGU1ZCWm1yYTNLdlc2ejdGYjVRdEtNZjZYSmdzbXpYZjErVG4vTFUzRE5MTjd6YlNWdVhKZHF0TDB2ZUdidTE3VmJNRGFVZXMvN1lOM2xLOXlkVzdKcHVqcEozU041cm43ZnVtdXo1YjhlTjFnMjdWa0htNm9wdVhOK2xabDZWc0hzQ3ErUlYwQmR2OW41RnRMZTN0Nktpb3BTY25HeFRucHljckE0ZE9wUjVUSFIwZEtuNmE5ZXVWZXZXclZXdFdqVTFiZHBVZS9ic1VYcDZ1blhyMWF1WDdyNzdicVducDVjN3M4ckh4MGQxNnRTeDJRQUFRTldVa0pDZ2VmUG1hZkxreWRhWjRhZFBuOWFVS1ZQVXFsVXJoOFV4Yjk0OGhZZUh5OWZYVjFGUlVmcnFxNjh1V1Q4bEpVVlJVVkh5OWZWVlJFU0VrcEtTU3RWWnRteVptalZySmg4Zkh6VnIxa3pMbHkrLzduN2RTVTdlYVUxY3NkZTZiKzgzUExuTFRLOExaOS84K092dmR1MnJUOVFOMXEvWHhYZXEyTmtIam55a3k0SEpzbDkrL2tGdDkwMlhwK244a3l1ZUprT3Rkay9XTHorWGZYUC9XaXpiOGJQMTZ5NXpVdXliK0hXbnhlOXZIL0RIMTMvZklyVWFhUDgrN1RGcjZkZ1A1NU5XRjdMSHZ4MDNYRGZNM2RnOWdYWGg2NkF0Rm9zMmJ0eW8wTkJRMWFsVHgyYmRCM3VJajQvWEcyKzhvVVdMRmlrakkwTWpSNDVVZG5hMmhnNGRLdW44ektpQkEvLzRSengwNkZCbFpXVXBQajVlR1JrWldyUm9rUll1WEtoUm8wWkprbng5ZmRXOGVYT2I3VTkvK3BOcTE2NnQ1czJieTl2YjI2N25Bd0FBS3I5R2pScHA0OGFOK3ZycnIzWHExQ20xYmR0V2RldlcxVmRmZmFXWk0yYzZKSWFsUzVjcUxpNU80OGFOVTFwYW1qcDI3S2dlUFhvb083dnNQd296TXpQVnMyZFBkZXpZVVdscGFSbzdkcXlHRHgrdVpjdVdXZXVrcHFhcVg3OStpbzJOMWE1ZHV4UWJHNnUrZmZ0cXk1WXQxOXl2dTNIa0c1NGNNZFByVkdHUjJqLy90aDRaTzB0Wm1kOVZlUHNsSEptOHFPSHRwWU16N3RYQkdmY3F3ci8wbzc3WHhaR1BkRGt3V2ZacjFqNXI4cXFFbCttY2NyTytyWkQySFozNHRWSFpIeUh6cmlsTnlqdS8rZDFrdjM3c1BXdkpVZjkyM0hqZE1IZmhzRFd3SmsyYXBHblRwbW5TcEVtU3BGT25UcWwvLy81MjdiTmZ2MzVLVEV6VWxDbFRkUHZ0dCt2TEw3L1V5cFVyRlJvYUtrbkt5Y214R1RDRmg0ZHI1Y3FWMnJCaGcyNi8vWFpOblRwVnI3enlpdnIwNldQWE9BRUFRTlZ5NDQwM0tqazVXUWNQSHRTaVJZdjB5U2VmYVAvKy9XcmR1clZEK3A4elo0NEdEUnFrd1lNSEt6SXlVb21KaVdyVXFKSG16NTlmWnYya3BDU0ZoSVFvTVRGUmtaR1JHang0c0o1ODhrbk5uajNiV2ljeE1WRmR1M2JWbURGajFMUnBVNDBaTTBiMzNIT1BFaE1UcjdsZmg3bndqenp2bW5icnhsRnZlSExVSC95N2xzL1JScC9oZXQ5N21tNVkzTll1ajQwNU5YbFIwUno1U0ZlOXhqSWNsQ3p6RDIybVlzUDJCN3ZJOEpCZmFOTUthZCtSaVY5SmpudUV6RjFtZXVVZGttSHZXVXVPK3JmanlDUnpXUXBQNnFEdkFCMzBIVkM1Znlic3lHRUpyRTgrK1VTZmZ2cXBhdFk4UHlobzJMQ2hROTdHTjJ6WU1CMDhlRkFGQlFYYXNXT0g3cnJyTHV0bml4Y3Yxb1lORzJ6cWQrclVTVHQzN2xSQlFZRXlNek90czdYS3MzanhZbjN5eVNkMmlCd0FBTGk3a0pBUTNYLy8vZXJldmJ2cTFxM3JrRDRMQ3d1MVk4Y094Y1RFMkpUSHhNUm8wNlpOWlI2VG1wcGFxbjYzYnQyMGZmdDJuVDE3OXBKMVN0cThsbjRsOTNxYmM1QzV1aWIzdkZFTjlhdWlQZllxMkhUVUxtOTRLdm1EUDFCSEZlMnhWNEU2V3VGLzhEdmlzVEhKQ2NrTE96dlZySzkrTWY2a2I0cERsZlhJZXZzOTBtVnVxTUtZR2ZyZis2ak9KN1BzbEN3THVLR3h0allicXlMai9KK1dSWWFIZHQ0NlVRRTNOSzZROWgyVitKWGttR1NNdTNIVTQzMk9lQnpTM0ZBRk1UT3N1MFpsWGpmTVRUa3NnZVhqNHlQcGo3ZjhIVDkrWEI0ZWJ2OFNSQUFBQUplU201dXI0dUxpVWkrMUNRZ0lLUFV5bXhJV2k2WE0ra1ZGUmNyTnpiMWtuWkkycjZWZnlmM2U1aHpyODZXKzlobWg5NzJuYWFQdkNQWHozRkRoZllUNzFWUi96L1hXMlZFYmZZYXJ2K2VHQ3YyRDM5NlBqWlZ3YVBMQ0FaYWxXUlJkTUZmM25VM1EzVy8rYk5mSElUOG82cXc3Q2w1Vy84THh1dVBNeTFwYTNObHVmVVUvOUhjZFZSM3RMUTdSMFNlK1V0cytjUlhXZGtuaTExUEZrdXl3dVA2RkhKV011VmhsZmxUUmdiUDlyT29FMjYzcDRoWi9QQ1YyNXFsTmpsazM3QUk1UmoxdEttNG1TMzZCUS91dExCeVdRZnJiMy82bWZ2MzZLVGMzVnkrKytLSTZkdXhvWFZzS0FBQUFqblh4R3c5TEZwUy9tdm9YbDE5Sm0xZmJyMXU5emZsL0N3U1huSzY5M3FRVnBHTktxTGJRWm5iVWRPODNGS1JqRmRhSHZSOGJLK0dvV1d1T2tKTjNXaE5YSHRDNS8vMEpacy9ISVV2Nk9peC9iVDdYVEllTit2Wjk5Tks3cGdJbVorbVdxWHNVRU42OHdwdVBiWGZEK2NSdnRhbmFHTisrWWhmWHY4QXYxUnFXK1hQOVN6VTdKRXdjOEtqaWhTOUFPRlZZVk9IdFMzTG9iRDlITTJvSE9iUy9aV2tXM1ZId2lnYWNIYTh1Lzk3R1cyckw0T1dvanA1NDRnbTFhOWRPbjMvK3VRekQwSklsUzNUTExiZGMva0FBY0FPbkNvdlU3SVUxa3FSOVU3cXBocmZEL3ZjTHdJWHQzTG5UNFMrQzhmUHprNmVuWjZsWlQwZU9IQ2sxTzZwRVlHQmdtZlc5dkx4VXYzNzlTOVlwYWZOYStwWE96K0l2bWNsZjZWMXFnZUNLL0dQdjJBOHl5YllmRCtOY2hmWVRjRU5qYlcwK1hxMittU1l2MHpuclkyTnRLK2l4c1F2RitueXB4M3hHeVdRNi84ZXh5Zk5sU1k2ZEZWRVJMdlU0cEwwZUkzVkVYNDRTWkRxbUlNOWprdW1ZcFBwMjZlT0hBclArVlRSWTA3MFdXbit1eHhZTjBrTUZmMUw1LzVlNkJ1Vzk3YTd4UFhaTC9Ganl6bFQ4aXduKzU0T2l6cHBmOExKQ1BINVZ0aEdnRWNXZDFjOHVQVGxHamxGUG1lY0NGWmhmb0FqN2ZNdEs5MWxPZ3Z1dW0vMHI3YjlaZTdEN0RLeVZLMWRhdDh6TVRFVkVSS2h4NDhiS3lzclN5cFVyN2QwOUFBQ0F5MnJUcG8wT0hqem8wRDY5dmIwVkZSV2w1T1JrbS9MazVHUjE2TkNoekdPaW82TkwxVis3ZHExYXQyNnRhdFdxWGJKT1NadlgwcS9iY2RRQ3dRN3FwKzFmUnVub2tPM2EyL1U5SFIyeXZVSWZHN055MEt3MVIzRGs0NUR1OXVpbG94WldEL2VycVkvTzNhMDcvL2ZvNVowRkwydlp1VDlYL1BmTlFXKzdjOFFiUEIwMjI4OUJMOXRZdHVjM1JSZk1kZmdzS0hkYjc4OWU3SjdBK3ZEREQvWGhoeC9xMVZkZjFhT1BQcXBGaXhacDRjS0ZldXl4eDdSZ3dRSjdkdzhBQU9DeVNoN0RjN1Q0K0hpOThjWWJXclJva1RJeU1qUnk1RWhsWjJkYlgxNHpac3dZRFJ6NHh3eVhvVU9IS2lzclMvSHg4Y3JJeUxDTzV5NWNEbUxFaUJGYXUzYXRaczZjcVcrLy9WWXpaODdVdW5YckZCY1hkOFg5T290REhyT1J6cytzdVAvbDg4a2t5WDV2MG5KVVB6by9FK3VXTys2dHNBVzdTM0dqMTlvSG1hdHJjcTgvbmtDeDUxcE9qdXpMN3NxYnJXU0hKR2JKOTgyaSt0cDhycG1PbU9yYjUvdm1nQ1N6bzk3ZzZVNkpGMmUrOWRUdGtzNTJZdmRuV041ODgwMUowdjMzMzYrTWpBd0ZCZ1pLT3IvUTU5Lys5amQ3ZHc4QXNCTWVpNndjN1BuSUFDcXZmdjM2NmVqUm81b3laWXB5Y25MVXZIbHpyVnk1VXFHaG9aS2tuSndjWldmL2NkYzVQRHhjSzFldTFNaVJJL1hxcTY4cU9EaFlyN3p5aXZyMDZXT3QwNkZEQnkxWnNrVGp4NC9YaEFrVDFMaHhZeTFkdWxUdDJyVzc0bjZyaEZZRHp6OG1kT3pIODMrczJtdWRHRWYxWTI4bGYraGZtTVJ5NUd2dEsxaHNkSmk2TkF2UXdkeFRDdk9yWWRlRWtpUDdzaXRIUFhyN1AzMmlidENFVDg4bk1kYkZkN0xQNzlEL3ZlM09aODM1eEp4aDhwU3BncFBNam5xTXRDVHhjbUZmbFRYeDRzeEhiMHZXKzB2NmI2cENQSTRveXdqVWlONmRLKysvV3p0eDJGOGJQL3p3Zy96OS9hMzc5ZXZYMS83OSt4M1ZQUUFBVmNiRmp3d2s5RzVodHdWdlVYa05HelpNdzRZTksvT3p4WXNYbHlycjFLbVRkdTdjZWNrMkgzNzRZVDM4OE1QWDNHK1ZZVzdvbUlTU28vcXhKM05EcWNjc2FlWC9adnU1d1d2dGc4elZIZlpIcVNQN3Noc0hKekZyZUh2cDRJeDc3ZEwyaFlwYjlOY3ZxNmZyMTNObTFZNTlSNkUzMzFhaDdUc3FzVlF5YTYwazZWZVpaL3M1T3huWDEydURIdk1aN2Z6MS92SU9uVThjMTJ2c2N2K3ZkZGhiQ1B2MDZhTU9IVHBveG93Wm1qbHpwanAyN0hqWkFRNEFBTGc2enB6K0RnQjIwWGFJTkhLZjlQaG5VdHdlaDcvV0hrNVdrc1FzNFFaSlRPbjhXa3Z0Q3VicHZyTUp1dnZObnl0OHJTVkhQa2JhSitvRzY5ZnI0anRWMnB0bVRuMzBOdStRdk5jKzcvejEvbmErTFNVMmw5NjYvL3gvN2JUZTNMVnkyQXlzcVZPbnFsZXZYdHEwYVpNTXc5Qy8vLzF2dFduVHhsSGRBd0JRSmJqam02Y0F3QzFtaytIYTNUN2dqMWw0Zjk4aStkM2szSGl1VTNrM215cjZqWFBPZUl3MDBPeHI5ejdzeVNHUGtKYmwyQS9uazFZWHN1T2pzbVhLT3lUOTM0Zy9aanM2NE8yWVY4dWhDNVkwYXRSSUVSRVJNcGxNQ2dtcG5GbFpBQUJjbWJPbnZ3TUFZRmQxZ3AwZHdYVno1TTBtUnp4RzZxakhMaDNOb2NtNGVvM1BQemJvelBYK0hMemUzTFZ3MkNPRTc3MzNudTY4ODA3OTk3Ly8xWW9WSzlTeFkwY3RXYkxFVWQwREFGQWxPSFA2dThQZTVBWUFxRnE4YTBxVDhzNXYzaldkSGMxMTQ0MXpycXNrR1hkd3hyMk9mVUdSdWFFS1kyWllkdzFuUENycmdMZGpYaStISmJCbXpweXBiZHUyS1NrcFNhKy8vcnEyYk5taWhJUUVSM1VQQUVDVjRTNXJVVlFGRXlkT2xKK2ZuN1BEQUFBNGtGUFhXb0xMS203UjMvcjFtYWMyT1g2OVAzTkQ2ZjZYenlldEpKZGNiODVoS2NWejU4NnBWcTAvbmgrdFZhdVd6cDA3ZDRrakFBREE5YXJzYTFHNHU0a1RKem83QkFDQUV6aHRyU1ZVQ2tidElPZDAzR3JnK1RXdmp2MTRmdWFWQ3lXdkpBY21zQjU3N0RGMTZOQkJmZnIwa1dFWSt2ampqeFViRyt1bzdnRUFBQUFBY0FudXVtNFUzSUFMdnpURFlRbXM1NTU3VGwyNmROSFhYMzh0azhtazExNTdUYTFhdFhKVTl3QUFBQUFBQUM3cHdqVzNITHIrVmlYaXNPL0tEei84b0hmZWVVY0hEeDVVY1hHeDFxMWJKMGxhc1dLRm8wSUFBQUFBQUFCQUplU3dCTmFERHo2b1o1NTVSdjM2OVpPSGg4UFdqZ2NBbDJQSk84TTZCd0JVVkZRa0x5L3VzQUlBQUZ3SmgyV1NhdGFzcWFlZmZsclIwZEZxMTY2ZGRRT0FxbURaanArdFgzZVprNktsMjdLZEdBMEFWOUMyYlZ2cjE4T0dEWE5pSkxpUUplK01zME1BQUFCbGNOaHR2ekZqeGxqWHdmTHg4YkdXMzNYWFhZNEtBUUNjSWlmdnRDYXUyR3ZkUDJkSVl6LytSbmZkN00vcmtvRXF6REFNNjllYk4yOTJZaVM0K0NaRFF1OFc2dGNteElrUkFRQ3FITythMHFROFowZmgwaHlXd0ZxelpvMDJiTmlnQXdjT1dCOGhOSmxNSkxBQXVMM00zSk02WjlpV0ZSdUdEdWFlSW9FRlZHRW1rOG5aSVVEY1pBQUFvTEp3V0FJckpTVkZlL2Z1WmJBR29Nb0o5NnNwRDVOc2tsaWVKcFBDL0dvNEx5Z0FUcmQ3OTI0MWFOQkFobUhvK1BIajFxK2w4OG10STBlT09EbkNxb0diREFBQVZBNE9TMkMxYmR0V1AvendnMjY4OFVaSGRRa0FMaUhJWEYyVGU5MmlDWitldjhQdllaS205MjdPSDBaQUZWZFVWT1RzRUNCdU1nQUFVRms0YkJIM3RMUTBOVy9lWExmZGRwdmF0bTJyTm0zYTJDeGVDZ0R1ckUvVURkYXYxOFYzWW0wVkFNckt5bEplM2g5clhheGJ0MDdEaHcvWG5EbHpWRkJRNE1USXFwYVNtd3dsdU1rQUFJQnJxdEFFMXBvMWEzVHUzTGt5UC92MDAwKzFmLzkrclZpeFFoOSsrS0UrK3VnamZmamhoeFhaUFFCVUNvRm1YMmVIVU9GNGF4ZHc5Zjd5bDcvbzVNbVRrcVR0MjdlcmI5KytDZ2tKMFo0OWUvVDAwMDg3T2JxcWhac01BQUM0dmdwOWhMQm56NTdLeWNsUmd3WU5TbjBXR2hwYWtWMEJBSnpNM2Q3YWRhcXdTTTFlV0NOSjJqZWxtMnA0Tyt3cGUxUlJaODZjVVhCd3NDVHBQLy81ajU1NjZpbU5HalZLaG1IbzFsdHZkWEowVlpjNzNtUUFBTUFkVk9nTXJBdGZCdzBBY0YvbHZiVXJKKyswRTZNQ0toZkRNS3hqcCtUa1pIWHQybFVTYnljRUFBQW9DN2VYQVFCWGpiZDJBZGV2YjkrKzZ0cTFxK3JXclN0UFQwL2RmZmZka3FRZmYveFJ0V3ZYZG5KMEFBQUFycVhDRTFoejU4N1ZIWGZjb2Fpb0tQbjUrVlYwOHdBQUY4QmJ1NERyTjJIQ0JIWHAwa1VXaTBWZHUzYVZoOGY1aWZGRlJVV2FPM2V1azZNREFBQndMUldld0pvL2Y3NWVmUEZGbVV3bU5XellVSzFhdFZKVVZKUmF0V3FsVnExYUtTZ29xS0s3QkFBNFdNbGJ1eVo4ZXY0eFF0N2FCVnk5TTJmT2FNdVdMVHB3NElDT0hEbWlRWU1HeWN2TFN6ZmZmTE96UXdNQUFIQTVGWjdBMnJ0M3I0cUtpcFNXbHFhZE8zZHE1ODZkZXVPTk4vVFRUei9KWkRJcElDQkFodzhmcnVodUFRQU8xaWZxQm1zQ2ExMThKMFg0MTNKeVJFRGw4dmpqajZ0YXRXcnEyTEdqVnExYXBYMzc5dW5sbDE5MmRsZ0FBQUF1cVVJVFdDV0xqZ1lIQnlzNE9GajMzbnV2OWJOang0NXArL2J0U2s5UHI4Z3VBUUF1d0Y1djdlTE5nSEJuKy9idDA1NDlleVJKZ3dZTlV0dTJiWjBjRVFBQWdPdXEwTDhFTHZVV3ducjE2aWttSmtZeE1URVYyU1VBQUVDbFZLMWFOZXZYWGw0a1p3RUFBQzZsUWtkTHExYXRrdGxzcnNnbUFRQlhpVmxMUU9Xd2UvZHVOV2pRUU5MNW00REhqeDlYZ3dZTlpCaUdUQ2FUamh3NTR1UUlBUUFBWEVlRi9sWFRyVnUzaW13T0FBQzNRV0lSRnlzcUtuSjJDQUFBQUpXR2g3TURBQUFBcUVyeTh2TDAxRk5QNmNZYmIxUmtaS1J5Y25LY0hSSUFBSURMSTRFRkFBRGdRTU9HRGRPZVBYczBhOVlzWldWbDZmVHAwNUtrdUxnNGg3eUY4TGZmZmxOc2JLek1aclBNWnJOaVkyTjEvUGp4U3g1akdJWW1UWnFrNE9CZ1ZhOWVYWjA3ZDliZXZYdHQ2aFFVRk9qWlo1K1ZuNStmYXRhc3FWNjlldW5ubjMrMnFSTVdGaWFUeVdTelBmLzg4eFY5aWdBQXdBM1pQWUcxYytkT0ZSWVcycnNiQUFDQVNtSFZxbFdhTjIrZWV2ZnVMVTlQVDJ0NTkrN2Q5YzQ3NzlpOS93RURCaWc5UFYyclY2L1c2dFdybFo2ZXJ0alkyRXNlTTJ2V0xNMlpNMGR6NTg3VnRtM2JGQmdZcUs1ZHUrckVpUlBXT25GeGNWcStmTG1XTEZtaXI3LytXci8vL3J2dXUrOCtGUmNYMjdRMVpjb1U1ZVRrV0xmeDQ4ZmI1VHl2Umcxdkx4MmNjYThPenJpWHgzc0JBSEJSZHY4TjNhWk5HMlZrWk9qbW0yKzJkMWNBNExKSy9qaEM1V0RKTzZNSS8xck9EZ051ckZhdDBqOWZOOTEwa3c0Y09HRFhmak15TXJSNjlXcHQzcnhaN2RxMWt5UXRXTEJBMGRIUjJyOS92NW8wYVZMcUdNTXdsSmlZcUhIanhxbDM3OTZTcExmZWVrc0JBUUY2NzczMzlQVFRUeXN2TDA4TEZ5N1VPKys4b3k1ZHVraVMvdk9mLzZoUm8wWmF0MjZkelRxcHRXdlhWbUJnb0YzUEV3QUF1Qis3ejhBeURNUGVYUUFBY04yVzdmampVYWN1YzFLMGRGdTJFNk9CTyt2WnM2ZmVlKys5VXVXLy8vNjdUQ2FUWGZ0T1RVMlYyV3kySnE4a3FYMzc5aktiemRxMGFWT1p4MlJtWnNwaXNTZ21Kc1phNXVQam8wNmRPbG1QMmJGamg4NmVQV3RUSnpnNFdNMmJOeS9WN3N5Wk0xVy9mbjNkZnZ2dG1qWnRHalAxQVFEQUZXR09OQUNJTjhSVmRUbDVwelZ4eFIvcitad3pwTEVmZjZPN2J2WlhrTG02RXlPRE8wcElTRkRyMXEwbG5iL1JaektaZFByMGFVMlpNa1d0V3JXeWE5OFdpMFVOR2pRb1ZkNmdRUU5aTEpaeWo1R2tnSUFBbS9LQWdBQmxaV1ZaNjNoN2U2dHUzYnFsNmx6WTdvZ1JJOVNxVlN2VnJWdFhXN2R1MVpneFk1U1ptYWszM25pajNKZ0xDZ3BVVUZCZzNjL1B6Ny9NV1FJQUFIZms5b3U0ejVzM1QrSGg0ZkwxOVZWVVZKUysrdXFyUzlaUFNVbFJWRlNVZkgxOUZSRVJvYVNrSkp2UEZ5eFlvSTRkTzZwdTNicXFXN2V1dW5UcG9xMWJ0OXJ6RkFBQWRwYVplMUxuTHBvd1hHd1lPcGg3eWprQndhMDFhdFJJR3pkdTFOZGZmNjFUcDA2cGJkdTJxbHUzcnI3NjZpdk5uRG56bXRxY05HbFNxY1hSTDk2MmI5OHVTV1hPOGlwSnBGM0t4WjlmeVRFWDF4azVjcVE2ZGVxa1cyKzlWWU1IRDFaU1VwSVdMbHlvbzBlUGx0dEdRa0tDZGNGNXM5bXNSbzBhWGJKUEFBRGdudHg2aXNIU3BVc1ZGeGVuZWZQbTZZNDc3dEJycjcybUhqMTZhTisrZlFvSkNTbFZQek16VXoxNzl0U1FJVVAwbi8vOFJ4czNidFN3WWNQazcrK3ZQbjM2U0pJMmJOaWdSeDU1UkIwNmRKQ3ZyNjltelpxbG1KZ1k3ZDI3VncwYk5uVDBLUUlBS2tDNFgwMTVtR1NUeFBJMG1SVG1WOE41UWNHdDNYampqVXBPVGxaMmRyWjI3ZHFsYXRXcXFWMjdkcVZtTUYycFo1NTVSdjM3OTc5a25iQ3dNTzNldlZ1Ly9QSkxxYzkrL2ZYWFVqT3NTcFNzVjJXeFdCUVVGR1F0UDNMa2lQV1l3TUJBRlJZVzZyZmZmck01aHlOSGpxaERodzdseHRTK2ZYdEowb0VEQjFTL2Z2MHk2NHdaTTBieDhmSFcvZno4ZkpKWUFBQlVRVzZkd0pvelo0NEdEUnFrd1lNSFM1SVNFeE8xWnMwYXpaOC9Yd2tKQ2FYcUp5VWxLU1FrUkltSmlaS2t5TWhJYmQrK1hiTm56N1ltc041OTkxMmJZeFlzV0tDUFB2cEluMy8rdVFZT0hHamZFd0lBMkVXUXVib205N3BGRXo0OS94aWhoMG1hM3J0NXBYMThrSmNHVkI0aElTRmwzbFM3V241K2Z2THo4N3RzdmVqb2FPWGw1V25yMXExcTI3YXRKR25MbGkzS3k4c3JOOUVVSGg2dXdNQkFKU2NucTJYTGxwS2t3c0pDcGFTa1dHZU1SVVZGcVZxMWFrcE9UbGJmdm4wbFNUazVPZnJtbTI4MGE5YXNjdU5KUzB1VEpKdkUyTVY4Zkh6azQrTnoyWE1EQUFEdXpXMGZJU3dzTE5TT0hUdHNGaE9WcEppWW1ISVhLVTFOVFMxVnYxdTNidHErZmJ2T25qMWI1akduVHAzUzJiTm5WYTlldlhKaktTZ29VSDUrdnMwR0FIQXRmYUp1c0g2OUxyNlQrclc1L3FRQzRHb2lJeVBWdlh0M0RSa3lSSnMzYjlibXpaczFaTWdRM1hmZmZUWnZJR3phdEttV0wxOHU2ZnlqZzNGeGNabytmYnFXTDErdWI3NzVSazg4OFlScTFLaWhBUU1HU0pMTVpyTUdEUnFrZi96akgvcjg4OCtWbHBhbXh4NTdUQzFhdExDK2xUQTFOVlV2dmZTUzB0UFRsWm1acVE4KytFQlBQLzIwZXZYcVZTRkpQQUFBNE43Y2RnWldibTZ1aW91THkxeHc5RktMbEpaVnY2aW9TTG01dVdYZUhYeisrZWZWc0dGRDYrQ3NMQWtKQ1pvOGVmSTFuQVVBd0JrQ3piN09EZ0d3bTNmZmZWZkRodyszM3JUcjFhdVg1czZkYTFObi8vNzl5c3ZMcys2UEhqMWFwMCtmMXJCaHcvVGJiNytwWGJ0MldydDJyV3JYcm0ydDg5SkxMOG5MeTB0OSsvYlY2ZE9uZGM4OTkyang0c1h5OVBTVWRING0xZEtsU3pWNThtUVZGQlFvTkRSVVE0WU0wZWpSb3gxdzFnQUFvTEt6ZXdKcjRzU0pWelNsM1Y2dWRzSFJzdXFYVlM1SnMyYk4wdnZ2djY4Tkd6YkkxN2Y4UDNaWXV3RUFycDhsNzR3aS9HczVPd3lnMHF0WHI1Nys4NS8vWExKT3lmaW5oTWxrMHFSSmt6UnAwcVJ5ai9IMTlkVy8vLzF2L2Z2Zi95N3o4MWF0V21uejVzMVhIUzhBQUlEa2dFY0lKMDZjZU1uSDYrekZ6ODlQbnA2ZXBXWmJYYmpnNk1VQ0F3UExyTy9sNVZWcVlkSFpzMmRyK3ZUcFdydDJyVzY5OWRaTHh1TGo0Nk02ZGVyWWJBQ0F5MXUyNDJmcjExM21wR2pwdG13blJnTUFBQURBV2R4MkRTeHZiMjlGUlVVcE9Ublpwanc1T2JuY1JVcWpvNk5MMVYrN2RxMWF0MjZ0YXRXcVdjdisrYzkvYXVyVXFWcTllclZhdDI1ZDhjRURRQ1ZRc2xENHdSbjNxb1ozeFUvb3pjazdyWWtyOWxyM3p4blMySSsvVVU3ZTZRcnZDd0FBQUlCcmM5c0VsaVRGeDhmcmpUZmUwS0pGaTVTUmthR1JJMGNxT3p0YlE0Y09sWFQrMGI0TDN4dzRkT2hRWldWbEtUNCtYaGtaR1ZxMGFKRVdMbHlvVWFOR1dldk1talZMNDhlUDE2SkZpeFFXRmlhTHhTS0x4YUxmZi8vZDRlY0hBTzRzTS9la3p0ayt4YVJpdzlEQjNGUE9DUWdBQUFDQTA3anRJdTZTMUs5ZlB4MDllbFJUcGt4UlRrNk9tamR2cnBVclZ5bzBORlRTK2RjN1oyZi84VGhLZUhpNFZxNWNxWkVqUityVlYxOVZjSEN3WG5ubEZmWHAwOGRhWjk2OGVTb3NMTlRERHo5czA5ZkVpUk12dVM0RWdNcUR0WlpjUTdoZlRYbVlaSlBFOGpTWkZPWlh3M2xCQVFBQUFIQUt1eWV3aW9xSzVPWGx2RHpac0dIRE5HellzREkvVzd4NGNhbXlUcDA2YWVmT25lVzJkL0Rnd1FxS0RJQXJ1WGl0cFlUZUxkU3ZEYTkxZDZZZ2MzVk43bldMSm54Ni9qRkNENU0wdlhkekJabXJPemt5QUFBQUFJNW05MGNJMjdadGEvMjZ2RVFTQURnVGF5MjVyajVSTjFpL1hoZmZpYVFpQUFBQVVFWFpQWUYxNFd1WWVYVXlBRmZFV2t1VlE2RFoxOWtoQUFBQUFIQVN1eWV3VENhVHZic0FnT3RTc3RiU2hWaHJDUUFBQUFCY2g5MFRXTHQzNzFhREJnM2s3Kyt2UFh2MldMLzI5L2RYZ3dZTjdOMDlBRnhXeVZwTEpkeHByU1ZMM2hsbmg0QXFpcDg5QUFBQVZDUzdKN0NLaW9wMDVNZ1IvZnJycnpwNzlxejE2MTkvL1ZWSGpoeXhkL2NBY0VYY2FhMmxpeGVrWDdvdCt4SzFnWXJEeng0QUFBRHN4ZTRKckt5c0xPWGw1Vm4zMTYxYnArSERoMnZPbkRrcUtDaXdkL2NBY05VcTgxcExMRWgvN1dwNGUrbmdqSHQxY01hOXF1SHR2TGZuVmxiODdBRUFBTUNlN0o3QStzdGYvcUtUSjA5S2tyWnYzNjYrZmZzcUpDUkVlL2JzMGROUFAyM3Y3Z0dnU21GQmVqZ0xQM3NBQUFDd0o3dmZZajV6NW95Q2c0TWxTZi81ejMvMDFGTlBhZFNvVVRJTVE3ZmVlcXU5dXdlQUtxVmtRZm9MRXdrc1NBOUg0R2NQQUFBQTltVDNHVmlHWWNnd3pvOW1rNU9UMWJWclYwbThuUkFBN01HZEY2U0hhK05uRHdBQUFQWms5d1JXMzc1OTFiVnJWLzNsTDMrUnA2ZW43cjc3YmtuU2p6LytxTnExYTl1N2V3Q29jdHhwUVhwVUx2enNBUUFBd0Y3cy9namhoQWtUMUtWTEYxa3NGblh0MmxVZUh1ZHpaa1ZGUlpvN2Q2Njl1d2RRaVpVc3FvMXJWNWtYcEVmbHhzOGVBQUFBS3BKRDFzRGFzbVdMRGh3NG9DTkhqbWpRb0VIeTh2TFN6VGZmYk8rdUFRQndTWmE4TTRyd3IrWHNNQUFBQUlCS3crNlBFRDcrK09QYXZuMjdXclJvb1ZXclZ1a2YvL2lIdmJzRUFNRGxMTnZ4cy9YckxuTlN0SFJidGhPakFRQUFBQ29YdTgvQTJyZHZuL2JzMlNOSkdqUm9rTnEyYld2dkxnRUFjQ2s1ZWFjMWNjVmU2LzQ1UXhyNzhUZTY2MlovRmprSEFBQUFyb0RkRTFqVnFsWDdvek12dTNjSEFOZUU5YlpnVDVtNUozWE9zQzByTmd3ZHpEMUZBZ3NBQUFDNEFoV2FVVnF6Wm8zTlF1MlN0SHYzYmpWbzBFQ1NaQmlHamg4L3JnWU5Hc2d3REpsTUpoMDVjcVFpUXdBQXdPV0UrOVdVaDBrMlNTeFBrMGxoZmpXY0Z4UUFBQUJRaVZSb0FxdG56NTdLeWNteEpxeWs4MjhiQkFEZ1dyakx6TGdnYzNWTjduV0xKbng2L2pGQ0Q1TTB2WGR6Wmw4QkFBQUFWNmhDRjNFM0RPUHlsUUFBcUlMNlJOMWcvWHBkZkNmMWF4UGl4R2dBQUFDQXlzWHVieUVFQUFDMkFzMit6ZzRCQUFBQXFGUXFQSUUxZCs1Y3JWbXpScm01dVJYZE5BQUFBQUFBQUtxZ0NuOHQ0UHo1OC9YaWl5L0taREtwWWNPR2F0V3FsYUtpb3RTcVZTdTFhdFZLUVVGQkZkMGxBQUFBQUFBQTNGaUZKN0QyN3Qycm9xSWlwYVdsYWVmT25kcTVjNmZlZU9NTi9mVFRUektaVEFvSUNORGh3NGNydWxzQUFBQUFBQUM0cVFwTllKbE1Ka2xTY0hDd2dvT0RkZSs5Zjd3NTZ0aXhZOXErZmJ2UzA5TXJza3NBQUFBQUFBQzRPWWU5aGJCZXZYcUtpWW5SNk5Haks3SkxBRTVRdzl0TEIyZmNxNE16N2xVTjd3cWZ5QWtBc0tQZmZ2dE5zYkd4TXB2Tk1wdk5pbzJOMWZIanh5OTVqR0VZbWpScGtvS0RnMVc5ZW5WMTd0eFplL2Z1dGFueit1dXZxM1BuenFwVHA0NU1KbE9aYlY1TDN3QUFBRklGSjdCV3JWb2xzOWxja1UwQ0FBQ2dBZzBZTUVEcDZlbGF2WHExVnE5ZXJmVDBkTVhHeGw3eW1GbXpabW5PbkRtYU8zZXV0bTNicHNEQVFIWHQybFVuVHB5dzFqbDE2cFM2ZCsrdXNXUEhWbWpmQUFBQVVnVS9RdGl0VzdlS2JBNEFBQUFWS0NNalE2dFhyOWJtelp2VnJsMDdTZEtDQlFzVUhSMnQvZnYzcTBtVEpxV09NUXhEaVltSkdqZHVuSHIzN2kxSmV1dXR0eFFRRUtEMzNudFBUei85dENRcExpNU9rclJodzRZSzZ4c0FBS0JFaGM3QUFnQUFnT3RLVFUyVjJXeTJKcEFrcVgzNzlqS2J6ZHEwYVZPWngyUm1ac3Bpc1NnbUpzWmE1dVBqbzA2ZE9wVjdURVgxRFFBQVVJTEZhd0FBQUtvSWk4V2lCZzBhbENwdjBLQ0JMQlpMdWNkSVVrQkFnRTE1UUVDQXNyS3k3TnEzSkJVVUZLaWdvTUM2bjUrZmY4VjlBZ0FBOThFTUxBQUFnRXB1MHFSSk1wbE1sOXkyYjk4dTZZKzNSbC9JTUl3eXl5OTA4ZWRYY3N6bDJyaVNkaElTRXF5THZwdk5aalZxMU9pcStnUUFBTzZCR1ZnQUFBQ1YzRFBQUEtQKy9mdGZzazVZV0poMjc5NnRYMzc1cGRSbnYvNzZhNmtaVmlVQ0F3TWxuWjlCRlJRVVpDMC9jdVJJdWNlVTE4N1Y5aTFKWThhTVVYeDh2SFUvUHorZkpCWUFBRlVRQ1N3QUFJQkt6cy9QVDM1K2ZwZXRGeDBkcmJ5OFBHM2R1bFZ0MjdhVkpHM1pza1Y1ZVhucTBLRkRtY2VFaDRjck1EQlF5Y25KYXRteXBTU3BzTEJRS1NrcG1qbHo1aFhIZUMxOVMrZlgyL0x4OGJuaWZnQUFnSHNpZ1FVQWJxYUd0NWNPenJqWDJXRUFjRUdSa1pIcTNyMjdoZ3dab3RkZWUwMlM5TlJUVCttKysrNnplUXRnMDZaTmxaQ1FvSWNlZWtnbWswbHhjWEdhUG4yNmJycnBKdDEwMDAyYVBuMjZhdFNvb1FFREJsaVBzVmdzc2xnc09uRGdnQ1JwejU0OXFsMjd0a0pDUWxTdlhyMHI3aHNBQUtBc3JJRUZBQUJRaGJ6NzdydHEwYUtGWW1KaUZCTVRvMXR2dlZYdnZQT09UWjM5Ky9jckx5L1B1ajk2OUdqRnhjVnAyTEJoYXQyNnRRNGRPcVMxYTllcWR1M2ExanBKU1VscTJiS2xoZ3daSWttNjY2NjcxTEpsUzYxWXNlS3ErZ1lBQUNpTHlUQU13OWxCVkRYNStma3ltODNLeTh0VG5UcDFuQjBPQU1BQlRoVVdxZGtMYXlSSis2WjBVdzF2OTVzRVhSWE9rZC9oenNjMUFBQ2djcnJlMytITXdBSUFBQUFBQUlCTEk0RUZBQUFBQUFBQWwwWUNDd0FBQUFBQUFDNk5CQllBQUFBQUFBQmNHZ2tzQUFBQUFBQUF1RFMzVDJETm16ZFA0ZUhoOHZYMVZWUlVsTDc2NnF0TDFrOUpTVkZVVkpSOGZYMFZFUkdocEtTa1VuV1dMVnVtWnMyYXljZkhSODJhTmRQeTVjdnRGVDRBQUFBQUFFQ1Y1OVlKcktWTGx5b3VMazdqeG8xVFdscWFPbmJzcUI0OWVpZzdPN3ZNK3BtWm1lclpzNmM2ZHV5b3RMUTBqUjA3VnNPSEQ5ZXlaY3VzZFZKVFU5V3ZYei9GeHNacTE2NWRpbzJOVmQrK2ZiVmx5eFpIblJZQUFBQUFBRUNWWWpJTXczQjJFUGJTcmwwN3RXclZTdlBuejdlV1JVWkc2c0VISDFSQ1FrS3Arczg5OTV4V3JGaWhqSXdNYTluUW9VTzFhOWN1cGFhbVNwTDY5ZXVuL1B4OHJWcTF5bHFuZS9mdXFsdTNydDUvLy8wcmlpcy9QMTltczFsNWVYbXFVNmZPdFo0ZUFLQVNPVlZZcEdZdnJKRWs3WnZTVFRXOHZad2NVY1dyQ3VmSTczRG40eG9BQUZBNVhlL3ZjTGVkZ1ZWWVdLZ2RPM1lvSmliR3Bqd21Ka2FiTm0wcTg1alUxTlJTOWJ0MTY2YnQyN2ZyN05temw2eFRYcHVTVkZCUW9QejhmSnNOQUFBQUFBQUFWOFp0RTFpNXVia3FMaTVXUUVDQVRYbEFRSUFzRmt1WngxZ3NsakxyRnhVVktUYzM5NUoxeW10VGtoSVNFbVEybTYxYm8wYU5ydVdVQUFBQUFBQUFxaVMzVFdDVk1KbE1OdnVHWVpRcXUxejlpOHV2dHMweFk4WW9MeS9QdXYzMDAwOVhIRDhBQUFBQUFFQlY1MzZMVS95UG41K2ZQRDA5UzgyTU9uTGtTS2taVkNVQ0F3UExyTy9sNWFYNjlldGZzazU1YlVxU2o0K1BmSHg4cnVVMEFBQUFBQUFBcWp5M25ZSGw3ZTJ0cUtnb0pTY24yNVFuSnllclE0Y09aUjRUSFIxZHF2N2F0V3ZWdW5WclZhdFc3WkoxeW1zVEFBQUFBQUFBMThkdFoyQkpVbng4dkdKalk5VzZkV3RGUjBmcjlkZGZWM1oydG9ZT0hTcnAvS045aHc0ZDB0dHZ2eTNwL0JzSDU4NmRxL2o0ZUEwWk1rU3BxYWxhdUhDaHpkc0ZSNHdZb2J2dXVrc3paODdVQXc4OG9FOC8vVlRyMXEzVDExOS83WlJ6QkFCVURqVzh2WFJ3eHIzT0RnTUFBQUNvbE53NmdkV3ZYejhkUFhwVVU2Wk1VVTVPanBvM2I2NlZLMWNxTkRSVWtwU1RrNlBzN0d4ci9mRHdjSzFjdVZJalI0N1VxNisrcXVEZ1lMM3l5aXZxMDZlUHRVNkhEaDIwWk1rU2pSOC9YaE1tVEZEanhvMjFkT2xTdFd2WHp1SG5Cd0FBQUFBQVVCV1lqSkpWeXVFdytmbjVNcHZOeXN2TFU1MDZkWndkRGdBQUZlSlVZWkdhdmJCR2tyUnZTamZWOEhhLysyVDhEbmMrcmdFQUFKWFQ5ZjRPZDlzMXNBQUFBQUFBQU9BZVNHQUJBQUFBQUFEQXBibmYzSDRBQU9BVUxGUVBBQUFBZTJFR0ZnQUFBQUFBQUZ3YUNTd0FBQUFBQUFDNE5CSllBQUFBQUFBQWNHa2tzRkRsblNvc1V0anovMVhZOC8vVnFjSWlaNGNEQUFBQUFBQXVRZ0lMQUFBQUFBQUFMbzBFRmdBQUFBQUFBRndhQ1N3QUFBQUFBQUM0TkJKWUFBQUFBQUFBY0dra3NBQUFBQUFBQU9EU1NHRGhtdkRtUGdBQUtxZmZmdnROc2JHeE1wdk5NcHZOaW8yTjFmSGp4eTk1akdFWW1qUnBrb0tEZzFXOWVuVjE3dHhaZS9mdXRhbnordXV2cTNQbnpxcFRwNDVNSmxPWmJZYUZoY2xrTXRsc3p6Ly9mQVdlSFFBQWNGY2tzQUFBQUtxUUFRTUdLRDA5WGF0WHI5YnExYXVWbnA2dTJOallTeDR6YTlZc3paa3pSM1BuenRXMmJkc1VHQmlvcmwyNzZzU0pFOVk2cDA2ZFV2ZnUzVFYyN05oTHRqVmx5aFRsNU9SWXQvSGp4MWZJZVFFQUFQZm01ZXdBZ0VzNVZWaWtaaStza1NUdG05Sk5OYno1a1FVQTRGcGxaR1JvOWVyVjJyeDVzOXExYXlkSldyQmdnYUtqbzdWLy8zNDFhZEtrMURHR1lTZ3hNVkhqeG8xVDc5NjlKVWx2dmZXV0FnSUM5TjU3NytucHA1K1dKTVhGeFVtU05telljTWtZYXRldXJjREF3SW83S1FBQVVDVXdBd3NBQUtDS1NFMU5sZGxzdGlhdkpLbDkrL1l5bTgzYXRHbFRtY2RrWm1iS1lyRW9KaWJHV3ViajQ2Tk9uVHFWZTh5bHpKdzVVL1hyMTlmdHQ5K3VhZE9tcWJDdzhPcFBCQUFBVkRsTVp3RUFBS2dpTEJhTEdqUm9VS3E4UVlNR3NsZ3M1UjRqU1FFQkFUYmxBUUVCeXNyS3VxcitSNHdZb1ZhdFdxbHUzYnJhdW5Xcnhvd1pvOHpNVEwzeHhodmxIbE5RVUtDQ2dnTHJmbjUrL2xYMUNRQUEzQU16c0FBQUFDcTVTWk1tbFZvYy9lSnQrL2J0a2lTVHlWVHFlTU13eWl5LzBNV2ZYOGt4RnhzNWNxUTZkZXFrVzIrOVZZTUhEMVpTVXBJV0xseW9vMGVQbG50TVFrS0NkY0Y1czltc1JvMGFYVldmQUFEQVBUQURDd0FBb0pKNzVwbG4xTDkvLzB2V0NRc0wwKzdkdS9YTEw3K1UrdXpYWDM4dE5jT3FSTWw2VlJhTFJVRkJRZGJ5STBlT2xIdk1sV3JmdnIwazZjQ0JBNnBmdjM2WmRjYU1HYVA0K0hqcmZuNStQa2tzQUFDcUlCSllBQUFBbFp5Zm41LzgvUHd1V3k4Nk9scDVlWG5hdW5XcjJyWnRLMG5hc21XTDh2THkxS0ZEaHpLUENROFBWMkJnb0pLVGs5V3laVXRKVW1GaG9WSlNValJ6NXN6cmlqc3RMVTJTYkJKakYvUHg4WkdQajg5MTlRTUFBQ28vRWxnQUFBQlZSR1JrcExwMzc2NGhRNGJvdGRkZWt5UTk5ZFJUdXUrKysyemVRTmkwYVZNbEpDVG9vWWNla3Nsa1VseGNuS1pQbjY2YmJycEpOOTEwazZaUG42NGFOV3Bvd0lBQjFtTXNGb3NzRm9zT0hEZ2dTZHF6WjQ5cTE2NnRrSkFRMWF0WFQ2bXBxZHE4ZWJQdXZ2dHVtYzFtYmR1MlRTTkhqbFN2WHIwVUVoTGkyRzhFQUFDb2RFaGdBUUFBVkNIdnZ2dXVoZzhmYm4ycllLOWV2VFIzN2x5Yk92djM3MWRlWHA1MWYvVG8wVHA5K3JTR0RSdW0zMzc3VGUzYXRkUGF0V3RWdTNadGE1MmtwQ1JObmp6WnVuL1hYWGRKa3Q1ODgwMDk4Y1FUOHZIeDBkS2xTelY1OG1RVkZCUW9ORFJVUTRZTTBlalJvKzE1dWdBQXdFMlF3QUlBQUtoQzZ0V3JwLy84NXorWHJHTVloczIreVdUU3BFbVROR25TcEhLUHVkem5yVnExMHViTm02OG1WQUFBQUN2ZVFnZ0FBQUFBQUFDWFJnSUx1SUFsNzR5elF3QUFBQUFBQUJjaGdZVXFiOW1PbjYxZmQ1bVRvcVhic3AwWURRQUFBQUFBdUJnSkxGUnBPWG1uTlhIRlh1ditPVU1hKy9FM3lzazc3Y1NvQUFBQUFBREFoVWhnb1VyTHpEMnBjN2JyMUtyWU1IUXc5NVJ6QWdJQUFBQUFBS1dRd0VLVkZ1NVhVeDRtMnpKUGswbGhmaldjRXhBQUFBQUFBQ2lGQkJhcXRDQnpkVTN1ZFl0MTM4TWtUZS9kWEVIbTZrNk1DZ0FBQUFBQVhJZ0VGcXE4UGxFM1dMOWVGOTlKL2RxRU9ERWFBQUFBQUFCd01SSll3QVVDemI3T0RnRUFBQUFBQUZ5RUJCWUFBQUFBQUFCY0dna3NBQUFBQUFBQXVEUVNXQUFBQUFBQUFIQnBKTEFBQUFBQUFBRGcwa2hnQVFBQUFBQUF3S1dSd0FJQUFBQUFBSUJMSTRFRkFBQUFBQUFBbCthMkNhemZmdnROc2JHeE1wdk5NcHZOaW8yTjFmSGp4eTk1akdFWW1qUnBrb0tEZzFXOWVuVjE3dHhaZS9mdXRYNSs3Tmd4UGZ2c3MyclNwSWxxMUtpaGtKQVFEUjgrWEhsNWVYWStHd0FBQUFBQWdLckxiUk5ZQXdZTVVIcDZ1bGF2WHEzVnExY3JQVDFkc2JHeGx6eG0xcXhabWpObmp1Yk9uYXR0MjdZcE1EQlFYYnQyMVlrVEp5UkpodzhmMXVIRGh6Vjc5bXp0MmJOSGl4Y3YxdXJWcXpWbzBDQkhuQklBQUFBQUFFQ1Y1T1hzQU93aEl5TkRxMWV2MXViTm05V3VYVHRKMG9JRkN4UWRIYTM5Ky9lclNaTW1wWTR4REVPSmlZa2FOMjZjZXZmdUxVbDY2NjIzRkJBUW9QZmVlMDlQUC8yMG1qZHZybVhMbGxtUGFkeTRzYVpObTZiSEhudE1SVVZGOHZKeXkyOG5BQUFBQUFDQVU3bmxES3pVMUZTWnpXWnI4a3FTMnJkdkw3UFpyRTJiTnBWNVRHWm1waXdXaTJKaVlxeGxQajQrNnRTcFU3bkhTRkplWHA3cTFLbEQ4Z29BQUFBQUFNQk8zRExyWXJGWTFLQkJnMUxsRFJvMGtNVmlLZmNZU1FvSUNMQXBEd2dJVUZaV1ZwbkhIRDE2VkZPblR0WFRUejk5eVhnS0NncFVVRkJnM2MvUHo3OWtmUUFBQUFBQUFQeWhVczNBbWpScGtrd20weVczN2R1M1M1Sk1KbE9wNHczREtMUDhRaGQvWHQ0eCtmbjV1dmZlZTlXc1dUTk5uRGp4a20wbUpDUllGNU0zbTgxcTFLalI1VTRWQUFBQUFBQUEvMU9wWm1BOTg4d3o2dCsvL3lYcmhJV0ZhZmZ1M2ZybGwxOUtmZmJycjcrV21tRlZJakF3VU5MNW1WaEJRVUhXOGlOSGpwUTY1c1NKRStyZXZidHExYXFsNWN1WHExcTFhcGVNYWN5WU1ZcVBqN2Z1NStmbms4UUNBQUFBQUFDNFFwVXFnZVhuNXljL1A3L0wxb3VPamxaZVhwNjJidDJxdG0zYlNwSzJiTm1pdkx3OGRlalFvY3hqd3NQREZSZ1lxT1RrWkxWczJWS1NWRmhZcUpTVUZNMmNPZE5hTHo4L1g5MjZkWk9QajQ5V3JGZ2hYMS9meThiajQrTWpIeCtmS3psRkFBQUFBQUFBWEtSU1BVSjRwU0lqSTlXOWUzY05HVEpFbXpkdjF1Yk5telZreUJEZGQ5OTlObThnYk5xMHFaWXZYeTdwL0tPRGNYRnhtajU5dXBZdlg2NXZ2dmxHVHp6eGhHclVxS0VCQXdaSU9qL3pLaVltUmlkUG50VENoUXVWbjU4dmk4VWlpOFdpNHVKaXA1d3JBQUFBQUFDQXU2dFVNN0N1eHJ2dnZxdmh3NGRiM3lyWXExY3Z6WjA3MTZiTy92MzdsWmVYWjkwZlBYcTBUcDgrcldIRGh1bTMzMzVUdTNidHRIYnRXdFd1WFZ1U3RHUEhEbTNac2tXU2RPT05OOXEwbFptWnFiQ3dNRHVlRWV5bGhyZVhEczY0MTlsaEFBQUFBQUNBY3JodEFxdGV2WHI2ejMvK2M4azZobUhZN0p0TUprMmFORW1USmswcXMzN256cDFMSFFQSHNlU2RVWVIvTFdlSEFRQUFBQUFBSE13dEh5R0UrMWkyNDJmcjExM21wR2pwdG13blJnTUFBQUFBQUp5QkJCWmNWazdlYVUxY3NkZTZmODZReG43OGpYTHlUanN4S2dBQUFBQUE0R2drc09DeU1uTlA2dHhGVDJ3V0c0WU81cDV5VGtBQUFMaUIzMzc3VGJHeHNUS2J6VEtiellxTmpkWHg0OGN2ZVl4aEdKbzBhWktDZzROVnZYcDFkZTdjV1h2My9uR1Q2ZGl4WTNyMjJXZlZwRWtUMWFoUlF5RWhJUm8rZkxqTldxUFgyamNBQUlCRUFnc3VMTnl2cGp4TXRtV2VKcFBDL0dvNEp5QUFBTnpBZ0FFRGxKNmVydFdyVjJ2MTZ0VktUMDlYYkd6c0pZK1pOV3VXNXN5Wm83bHo1MnJidG0wS0RBeFUxNjVkZGVMRUNVblM0Y09IZGZqd1ljMmVQVnQ3OXV6UjRzV0x0WHIxYWcwYU5PaTYrd1lBQUpBa2s4R3E1QTZYbjU4dnM5bXN2THc4MWFsVHg5bmhYSk5UaFVWcTlzSWFTZEsrS2QxVXc5cys3d040Si9XZ0pueDYvZzZ2aDBsSzZOMUMvZHFFMktVdkFBQXVwN0wvRHMvSXlGQ3paczIwZWZObXRXdlhUcEswZWZObVJVZEg2OXR2djFXVEprMUtIV01ZaG9LRGd4VVhGNmZubm50T2tsUlFVS0NBZ0FETm5EbFRUei85ZEpsOWZmamhoM3Jzc2NkMDh1UkplWGw1WFZQZlphbnMxd0FBZ0tycWVuK0h1KzFiQ0YxWlNjNHdQei9meVpGY3UxT0ZSVHBYY1A1UnZ2ejhmQlhaS1lIVjlhWTZHdmUvZmo1OTlnNkYrOVdxMU44M0FFRGxWdkk3cUxMZS8wdE5UWlhaYkxZbWtDU3BmZnYyTXB2TjJyUnBVNWxKcE16TVRGa3NGc1hFeEZqTGZIeDgxS2xUSjIzYXRLbmNCRmJKNE5UTHkrdWErNWJPSjhzS0NncHMycFVxOXpnS0FJQ3E2SHJIVVNTd25LQmt1bjJqUm8yY0hFbkZDRXAwVEQrM082Z2ZBQUF1NThTSkV6S2J6YzRPNDZwWkxCWTFhTkNnVkhtREJnMWtzVmpLUFVhU0FnSUNiTW9EQWdLVWxaVlY1akZIang3VjFLbFRiWkpiMTlLM0pDVWtKR2p5NU1tbHl0MWxIQVVBUUZWenJlTW9FbGhPRUJ3Y3JKOSsra20xYTllV3lXUzYvQUZ1SWo4L1g0MGFOZEpQUC8zRWxIOFh4UFZ4WFZ3YjE4YjFjVzBWZlgwTXc5Q0pFeWNVSEJ4Y0FkRlZuRW1USnBXWjVMblF0bTNiSktuTXNZZGhHSmNkazF6OGVYbkg1T2ZuNjk1NzcxV3paczAwY2VMRVM3WnhKWDJQR1RORzhmSHgxdjF6NTg3cDJMRmpxbCsvUHVNb3VBU3VqV3ZqK3JnMnJvL3Jzc2UxdWQ1eEZBa3NKL0R3OE5BTk45emc3RENjcGs2ZE92elB5WVZ4ZlZ3WDE4YTFjWDFjVzBWZUgxZWNlZlhNTTgrb2YvLytsNndURmhhbTNidDM2NWRmZmluMTJhKy8vbHBxaGxXSndNQkFTZWRuVUFVRkJWbkxqeHc1VXVxWUV5ZE9xSHYzN3FwVnE1YVdMMSt1YXRXcTJiUnp0WDFMNXg5WDlQSHhzU243MDUvK1ZHNTlkOGYvYTF3WDE4YTFjWDFjRzlmSGRWWDB0Ym1lY1JRSkxBQUFnRXJPejg5UGZuNStsNjBYSFIydHZMdzhiZDI2VlczYnRwVWtiZG15UlhsNWVlclFvVU9aeDRTSGh5c3dNRkRKeWNscTJiS2xKS213c0ZBcEtTbWFPWE9tdFY1K2ZyNjZkZXNtSHg4ZnJWaXhRcjYrdnRmZE53QUFRQWtQWndjQUFBQUF4NGlNakZUMzd0MDFaTWdRYmQ2OFdaczNiOWFRSVVOMDMzMzMyU3lpM3JScFV5MWZ2bHpTK2NmKzR1TGlOSDM2ZEMxZnZsemZmUE9Obm5qaUNkV29VVU1EQmd5UWRIN21WVXhNakU2ZVBLbUZDeGNxUHo5ZkZvdEZGb3RGeGNYRlY5VTNBQUJBV1ppQkJZZng4ZkhSeElrVFN6MEdBTmZBOVhGZFhCdlh4dlZ4YlZ5ZjB0NTk5MTBOSHo3YytsYkJYcjE2YWU3Y3VUWjE5dS9mYjMzYm55U05IajFhcDArZjFyQmh3L1RiYjcrcFhidDJXcnQycldyWHJpMUoyckZqaDdaczJTSkp1dkhHRzIzYXlzek1WRmhZMkJYM2piTHhzK3k2dURhdWpldmoycmcrcnNzVnI0M0pxS3p2Z1FZQUFBQUFBRUNWd0NPRUFBQUFBQUFBY0dra3NBQUFBQUFBQU9EU1NHQUJBQUFBQUFEQXBaSEFBZ0FBQUFBQWdFc2pnWVVLOStXWFgrcisrKzlYY0hDd1RDYVRQdm5rRTV2UGYvbmxGejN4eEJNS0RnNVdqUm8xMUwxN2QzMy8vZmZPQ2JhS1NVaElVSnMyYlZTN2RtMDFhTkJBRHo3NG9QYnYzMjlUeHpBTVRabzBTY0hCd2FwZXZibzZkKzZzdlh2M09pbmlxdVZLcnMvSEgzK3NidDI2eWMvUFR5YVRTZW5wNmM0SnRvcTUzTFU1ZS9hc25udnVPYlZvMFVJMWE5WlVjSEN3Qmc0Y3FNT0hEenN4NnFyalN2N3RUSm8wU1UyYk5sWE5talZWdDI1ZGRlblN4ZnJXUE1DVk1JNXlYWXlqWEJkaktOZkdPTXAxVmJZeEZBa3NWTGlUSjAvcXR0dHVLL08xMklaaDZNRUhIOVNQUC82b1R6LzlWR2xwYVFvTkRWV1hMbDEwOHVSSkowUmJ0YVNrcE9qdmYvKzdObS9lck9Ua1pCVVZGU2ttSnNibWV6OXIxaXpObVROSGMrZk8xYlp0MnhRWUdLaXVYYnZxeElrVFRveThhcmlTNjNQeTVFbmRjY2NkbWpGamhoTWpyWG91ZDIxT25UcWxuVHQzYXNLRUNkcTVjNmMrL3ZoamZmZmRkK3JWcTVlVEk2OGFydVRmenMwMzM2eTVjK2RxejU0OSt2cnJyeFVXRnFhWW1CajkrdXV2VG93Y0tJMXhsT3RpSE9XNkdFTzVOc1pScnF2U2phRU13STRrR2N1WEw3ZnU3OSsvMzVCa2ZQUE5OOWF5b3FJaW8xNjllc2FDQlF1Y0VHSFZkdVRJRVVPU2taS1NZaGlHWVp3N2Q4NElEQXcwWnN5WVlhMXo1c3dadzJ3MkcwbEpTYzRLczhxNitQcGNLRE16MDVCa3BLV2xPVDR3WFBMYWxOaTZkYXNoeWNqS3luSmdaRENNSzdzK2VYbDVoaVJqM2JwMURvd011RHFNbzF3YjR5alh4UmpLdFRHT2NsMnVQb1ppQmhZY3FxQ2dRSkxrNit0ckxmUDA5SlMzdDdlKy92cHJaNFZWWmVYbDVVbVM2dFdySjBuS3pNeVV4V0pSVEV5TXRZNlBqNDg2ZGVxa1RaczJPU1hHcXV6aTZ3UFhjU1hYSmk4dlR5YVRTWC82MDU4Y0ZCVktYTzc2RkJZVzZ2WFhYNWZaYk5adHQ5M215TkNBNjhJNHlyVXdqbkpkaktGY0crTW8xK1hxWXlnU1dIQ29wazJiS2pRMFZHUEdqTkZ2di8ybXdzSkN6Wmd4UXhhTFJUazVPYzRPcjBveERFUHg4Zkc2ODg0NzFieDVjMG1TeFdLUkpBVUVCTmpVRFFnSXNINEd4eWpyK3NBMVhNbTFPWFBtako1Ly9ua05HREJBZGVyVWNYQ0VWZHVscnM5bm4zMm1XclZxeWRmWFZ5Kzk5SktTazVQbDUrZm5wRWlCcThjNHluVXdqbkpkaktGY0crTW8xMVVaeGxCZUR1OFJWVnExYXRXMGJOa3lEUm8wU1BYcTFaT25wNmU2ZE9taUhqMTZPRHUwS3VlWlo1N1I3dDI3eTd4amF6S1piUFlOd3loVkJ2dTYxUFdCYzEzdTJwdzllMWI5Ky9mWHVYUG5ORy9lUEFkSGgwdGRuN3Z2dmx2cDZlbkt6YzNWZ2dVTDFMZHZYMjNac2tVTkdqUndRcVRBMVdNYzVUb1lSN2t1eGxDdWpYR1U2Nm9NWXlobVlNSGhvcUtpbEo2ZXJ1UEhqeXNuSjBlclY2L1cwYU5IRlI0ZTd1elFxb3hubjMxV0sxYXMwUHIxNjNYRERUZFl5d01EQXlXcDFGM0NJMGVPbExxYkNQc3A3L3JBK1M1M2JjNmVQYXUrZmZzcU16TlR5Y25KM0RWMHNNdGRuNW8xYStyR0cyOVUrL2J0dFhEaFFubDVlV25od29WT2lCUzRkb3lqbkk5eGxPdGlET1hhR0VlNXJzb3loaUtCQmFjeG04M3k5L2ZYOTk5L3IrM2J0K3VCQng1d2RraHV6ekFNUGZQTU0vcjQ0NC8xeFJkZmxCcnNob2VIS3pBd1VNbkp5ZGF5d3NKQ3BhU2txRU9IRG80T3Q4cTUzUFdCODF6SnRTa1pkSDMvL2ZkYXQyNmQ2dGV2NzRSSXE2WnIvYmRqR0laMVRTR2dzbUVjNVhpTW8xd1hZeWpYeGpqS2RWVzJNUlNQRUtMQy9mNzc3enB3NElCMVB6TXpVK25wNmFwWHI1NUNRa0wwNFljZnl0L2ZYeUVoSWRxelo0OUdqQmloQng5ODBHYkJTOWpIMy8vK2Q3MzMzbnY2OU5OUFZidDJiZXNkUXJQWnJPclZxOHRrTWlrdUxrN1RwMC9YVFRmZHBKdHV1a25UcDA5WGpSbzFOR0RBQUNkSDcvNHVkMzBrNmRpeFk4ck96dGJodzRjbFNmdjM3NWQwL3E1dnlaMWZWTHpMWFp1aW9pSTkvUEREMnJsenB6Nzc3RE1WRnhkYjY5U3JWMC9lM3Q3T0ROL3RYZTc2bkR4NVV0T21UVk92WHIwVUZCU2tvMGVQYXQ2OGVmcjU1NS8xbDcvOHhjblJBN1lZUjdrdXhsR3VpekdVYTJNYzVib3EzUmpLc1M4OVJGV3dmdjE2UTFLcDdmSEhIemNNd3pCZWZ2bGw0NFliYmpDcVZhdG1oSVNFR09QSGp6Y0tDZ3FjRzNRVlVkWjFrV1M4K2VhYjFqcm56cDB6Sms2Y2FBUUdCaG8rUGo3R1hYZmRaZXpaczhkNVFWY2hWM0o5M256enpUTHJUSnc0MFdseFZ3V1h1ellscitRdWExdS9mcjFUWTY4S0xuZDlUcDgrYlR6MDBFTkdjSEN3NGUzdGJRUUZCUm05ZXZVeXRtN2Q2dHpBZ1RJd2puSmRqS05jRjJNbzE4WTR5blZWdGpHVTZYOUJBd0FBQUFBQUFDNkpOYkFBQUFBQUFBRGcwa2hnQVFBQUFBQUF3S1dSd0FJQUFBQUFBSUJMSTRFRkFBQUFBQUFBbDBZQ0N3QUFBQUFBQUM2TkJCWUFBQUFBQUFCY0dna3NBQUFBQUFBQXVEUVNXQUJjZ3NsazBpZWZmT0tVdmp0MzdxeTR1RGluOUYwUjdCbi9FMDg4b1FjZmZOQXViUU1BZ0lyQk9PcmFNWTRDS2c4dlp3Y0FBTGcrSDMvOHNhcFZxMmJkRHdzTFUxeGNYS1VlVEFJQUFEZ0M0eWlnOGlDQkJjQ2hDZ3NMNWUzdDdld3czRXE5ZXZXY0hRSUFBSEFBeGxFVmozRVVVSG53Q0NFQXUrcmN1Yk9lZWVZWnhjZkh5OC9QVDEyN2RpMjNiazVPam5yMDZLSHExYXNyUER4Y0gzNzRvYzNuenozM25HNisrV2JWcUZGREVSRVJtakJoZ3M2ZVBXdjlmTktrU2JyOTl0djF6anZ2S0N3c1RHYXpXZjM3OTllSkV5ZXNkVTZlUEttQkF3ZXFWcTFhQ2dvSzByLys5YS9MbmtOSnU0c1dMVkpJU0locTFhcWx2LzN0YnlvdUx0YXNXYk1VR0Jpb0JnMGFhTnEwYVRiSHpaa3pSeTFhdEZETm1qWFZxRkVqRFJzMlRMLy8vcnROblFVTEZxaFJvMGFxVWFPR0hucm9JYzJaTTBkLyt0T2ZydXFjTHB6NjNybHpaMlZsWldua3lKRXltVXd5bVV3MjdWd29NVEZSWVdGaDF2M2k0bUxGeDhmclQzLzZrK3JYcjYvUm8wZkxNQXliWXd6RDBLeFpzeFFSRWFIcTFhdnJ0dHR1MDBjZmZYVFo3eUVBQUxoNmpLTVlSd0g0QXdrc0FIYjMxbHR2eWN2TFN4czNidFJycjcxV2JyMEpFeWFvVDU4KzJyVnJseDU3N0RFOThzZ2p5c2pJc0g1ZXUzWnRMVjY4V1B2MjdkUExMNytzQlFzVzZLV1hYckpwNDRjZmZ0QW5uM3lpeno3N1RKOTk5cGxTVWxJMFk4WU02K2YvNy8vOVA2MWZ2MTdMbHkvWDJyVnJ0V0hEQnUzWXNlT3k1L0RERHo5bzFhcFZXcjE2dGQ1Ly8zMHRXclJJOTk1N3IzNysrV2VscEtSbzVzeVpHajkrdkRadjNtdzl4c1BEUTYrODhvcSsrZVlidmZYV1cvcmlpeTgwZXZSbzYrY2JOMjdVMEtGRE5XTEVDS1ducDZ0cjE2NmxCbTlYY2s0WCt2ampqM1hERFRkb3lwUXB5c25KVVU1T3ptWFByY1MvL3ZVdkxWcTBTQXNYTHRUWFgzK3RZOGVPYWZueTVUWjF4bzhmcnpmZmZGUHo1OC9YM3IxN05YTGtTRDMyMkdOS1NVbTU0bjRBQU1DVll4ekZPQXJBL3hnQVlFZWRPblV5YnIvOTlzdldrMlFNSFRyVXBxeGR1M2JHMy83MnQzS1BtVFZybGhFVkZXWGRuemh4b2xHalJnMGpQei9mV3ZiLy90Ly9NOXExYTJjWWhtR2NPSEhDOFBiMk5wWXNXV0w5L09qUm8wYjE2dFdORVNOR2xOdFBXZTEyNjliTkNBc0xNNHFMaTYxbFRabzBNUklTRXNwdDU0TVBQakRxMTY5djNlL1hyNTl4NzczMzJ0UjU5TkZIRGJQWmZNWG5aQmpudjhjWHhoOGFHbXE4OU5KTHBjN2h0dHR1c3lsNzZhV1hqTkRRVU90K1VGQ1FNV1BHRE92KzJiTm5qUnR1dU1GNDRJRUhETU13ak45Ly85M3c5ZlUxTm0zYVpOUE9vRUdEakVjZWVhVGM4d1lBQU5lR2NkUWZHRWNCWUEwc0FIYlh1blZyNjlmVHAwL1g5T25UcmZ2Nzl1MVRTRWlJSkNrNk90cm11T2pvYUtXbnAxdjNQL3JvSXlVbUp1ckFnUVA2L2ZmZlZWUlVwRHAxNnRnY0V4WVdwdHExYTF2M2c0S0NkT1RJRVVubjc4QVZGaGJhOUZPdlhqMDFhZExrc3Vkd2Nic0JBUUh5OVBTVWg0ZUhUVmxKWDVLMGZ2MTZUWjgrWGZ2MjdWTitmcjZLaW9wMDVzd1puVHg1VWpWcjF0VCsvZnYxMEVNUDJmVFR0bTFiZmZiWloxZDhUaFVsTHk5UE9UazVOdDhiTHk4dnRXN2QyanI5ZmQrK2ZUcHo1a3lweHhjS0N3dlZzbVhMQ28wSEFBQ2N4emlLY1JTQTgwaGdBYkM3bWpWcldyOGVPblNvK3ZidGE5MFBEZzYrNUxFbGF3OXMzcnhaL2Z2MzErVEprOVd0V3plWnpXWXRXYktrMU5vTEY3NUZwdVQ0YytmT1NWS3BkUWl1UmxudFhxcXZyS3dzOWV6WlUwT0hEdFhVcVZOVnIxNDlmZjMxMXhvMGFKQjF2UW5ETUt6blY2S3NHQy9WejVYeThQQW8xZmFGNjE1Y2laSSsvL3ZmLzZwaHc0WTJuL240K0Z4Vld3QUE0TW93am1JY0JlQThFbGdBSEtwZXZYcmx2dTFsOCtiTkdqaHdvTTEreVIycGpSczNLalEwVk9QR2piTitucFdWZFZWOTMzampqYXBXclpvMmI5NXN2VnY1MjIrLzZidnZ2bE9uVHAydTlsUXVhZnYyN1NvcUt0Sy8vdlV2NjkzRkR6NzR3S1pPMDZaTnRYWHIxbExIWFM5dmIyOFZGeGZibFBuNys4dGlzZGdNOWk2OEsyczJteFVVRktUTm16ZnJycnZ1a2lRVkZSVnB4NDRkYXRXcWxTU3BXYk5tOHZIeFVYWjJkb1YvdndBQXdPVXhqdm9ENHlpZzZpR0JCY0JsZlBqaGgycmR1clh1dlBOT3ZmdnV1OXE2ZGFzV0xsd282ZnlnS1RzN1cwdVdMRkdiTm0zMDMvLyt0OVRDbUpkVHExWXREUm8wU1Avdi8vMC8xYTlmWHdFQkFSbzNicHpOOVBXSzByaHhZeFVWRmVuZi8vNjM3ci8vZm0zY3VGRkpTVWsyZFo1OTlsbmRkZGRkbWpObmp1Ni8vMzU5OGNVWFdyVnFWYW03aVZjckxDeE1YMzc1cGZyMzd5OGZIeC81K2ZtcGMrZk8rdlhYWHpWcjFpdzkvUEREV3IxNnRWYXRXbVh6Nk1DSUVTTTBZOFlNM1hUVFRZcU1qTlNjT1hOMC9QaHg2K2UxYTlmV3FGR2pOSExrU0owN2QwNTMzbm1uOHZQenRXblRKdFdxVlV1UFAvNzRkY1VOQUFDdUhlTW94bEdBdStNdGhBQmN4dVRKazdWa3lSTGRldXV0ZXV1dHQvVHV1KytxV2JObWtxUUhIbmhBSTBlTzFEUFBQS1BiYjc5ZG16WnQwb1FKRTY2NmozLys4NSs2NjY2NzFLdFhMM1hwMGtWMzNubW5vcUtpS3ZwVWRQdnR0MnZPbkRtYU9YT21tamR2cm5mZmZWY0pDUWsyZGU2NDR3NGxKU1ZwenB3NXV1MjIyN1I2OVdxTkhEbFN2cjYrMTlYM2xDbFRkUERnUVRWdTNGaisvdjZTcE1qSVNNMmJOMCt2dnZxcWJydnRObTNkdWxXalJvMnlPZTRmLy9pSEJnNGNxQ2VlZUVMUjBkR3FYYnQycWJVbHBrNmRxaGRlZUVFSkNRbUtqSXhVdDI3ZDlILy85MzhLRHcrL3JwZ0JBTUQxWVJ6Rk9BcHdkeWJqZWg1bUJnQlVxQ0ZEaHVqYmI3L1ZWMTk5NWV4UUFBQUFLaFhHVVlCNzR4RkNBSENpMmJObnEydlhycXBaczZaV3JWcWx0OTU2Uy9QbXpYTjJXQUFBQUM2UGNSUlF0VEFEQ3dDY3FHL2Z2dHF3WVlOT25EaWhpSWdJUGZ2c3N4bzZkS2l6d3dJQUFIQjVqS09BcW9VRUZnQUFBQUFBQUZ3YWk3Z0RBQUFBQUFEQXBaSEFBZ0FBQUFBQWdFc2pnUVVBQUFBQUFBQ1hSZ0lMQUFBQUFBQUFMbzBFRmdBQUFBQUFBRndhQ1N3QUFBQUFBQUM0TkJKWUFBQUFBQUFBY0dra3NBQUFBQUFBQU9EU1NHQUJBQUFBQUFEQXBaSEFBZ0FBQUFBQWdFc2pnUVVBQUFBQUFBQ1hSZ0lMQUFBQUFBQUFMbzBFRmdBQUFBQUFBRndhQ1N3QUFBQUFBQUM0TkJKWUFBQUFBQUFBY0dra3NBQTQxZUxGaTJVeW1heWJsNWVYYnJqaEJ2MzFyMy9Wb1VPSHJQVXlNaklVR3h1cmlJZ0krZnI2eXMvUFQ2MWF0ZEl6enp5ai9QeDhhNzBubm5qQ3ByMEx0ODgrKzh3WnAxaXBsVnlmZ3djUE9qc1VBQUJ3RWNaUnJvMXhGRkN4dkp3ZEFBQkkwcHR2dnFtbVRadnE5T25UK3ZMTEw1V1FrS0NVbEJUdDJiTkgzMzMzbmU2NDR3NUZSa2JxaFJkZVVGaFltSEp6YzdWcjF5NHRXYkpFbzBhTlVwMDZkYXh0VmE5ZVhWOTg4VVdwUHBvMmJlcklVd0lBQUhBSXhsRUFxZ0lTV0FCY1F2UG16ZFc2ZFd0SjB0MTMzNjNpNG1KTm5UcFZuM3p5aWRhdVhTc1BEdzl0MkxCQnRXdlh0aDd6OE1NUGErclVxVElNdzZZdER3OFB0Vy9mdmtMaUtpNHVWbEZSa1h4OGZDcWt2ZXQxK3ZScCtmcjZ5bVF5T1RzVUFBRGdJaGhIWFJuR1VVRGx4aU9FQUZ4U3ljQXBLeXRMUjQ4ZVZaMDZkVlNyVnEweTYxYlVJT1Rnd1lNeW1VeWFOV3VXWG56eFJZV0hoOHZIeDBmcjE2K1hKRzNmdmwyOWV2VlN2WHIxNU92cnE1WXRXK3FERHo2d2FlUFVxVk1hTldxVXdzUEQ1ZXZycTNyMTZxbDE2OVo2Ly8zM2JlcGRTVnNsMDg3WHJsMnJKNTk4VXY3Ky9xcFJvNGFXTGwwcWs4bWt6ei8vdk5RNXpKOC9YeWFUU2J0Mzc3NnF2aVJwOCtiTnV1T09PK1RyNjZ2ZzRHQ05HVE5HWjgrZXZlYnZKd0FBY0E3R1VZeWpBSGRFQWd1QVN6cHc0SUFreWQvZlg5SFIwY3JKeWRHamp6NnFsSlFVblQ1OStyTEhGeFVWMld6RnhjVlgzUGNycjd5aUw3NzRRck5uejlhcVZhdlV0R2xUclYrL1huZmNjWWVPSHordXBLUWtmZnJwcDdyOTl0dlZyMTgvTFY2ODJIcHNmSHk4NXMrZnIrSERoMnYxNnRWNjU1MTM5SmUvL0VWSGp4NjExcm5TdGtvOCtlU1RxbGF0bXQ1NTV4MTk5TkZIZXVpaGg5U2dRUU85K2VhYnBlb3VYcnhZclZxMTBxMjMzbnBWZmUzYnQwLzMzSE9Qamg4L3JzV0xGeXNwS1VscGFXbDY4Y1VYci9qN0JnQUFYQVBqcUQ4d2pnTGNpQUVBVHZUbW0yOGFrb3pObXpjYlo4K2VOVTZjT0dGODl0bG5ocisvdjFHN2RtM0RZckVZWjg2Y01SNTg4RUZEa2lISjhQVDBORnEyYkdtTUd6Zk9PSExraUUxN2p6Lyt1TFhlaGRzZGQ5eHgyVmd5TXpNTlNVYmp4bzJOd3NKQ204K2FObTFxdEd6WjBqaDc5cXhOK1gzMzNXY0VCUVVaeGNYRmhtRVlSdlBtelkwSEgzendrdjFjYVZzbDM1dUJBd2VXYWlNK1B0Nm9YcjI2Y2Z6NGNXdlp2bjM3REVuR3YvLzk3NnZ1cTErL2ZrYjE2dFVOaThWaXJWTlVWR1EwYmRyVWtHUmtabVplOHB3QUFJRGpNWTRxdnkzR1VZRDdZUVlXQUpmUXZuMTdWYXRXVGJWcjE5Wjk5OTJud01CQXJWcTFTZ0VCQWZMeDhkSHk1Y3UxYjk4K3ZmVFNTK3Jmdjc5Ky9mVlhUWnMyVFpHUmtkcS9mNzlOVzlXclY5ZTJiZHRzdG9VTEYxby9MMW1Qb1dRN2QrNmN6Zkc5ZXZWU3RXclZyUHNIRGh6UXQ5OStxMGNmZlZTUzdWM0puajE3S2ljbnh4cEQyN1p0dFdyVktqMy8vUFBhc0dGRHFidWNWOU5XaVQ1OStwVDZmajM1NUpNNmZmcTBsaTVkYWkxNzg4MDM1ZVBqb3dFREJseDFYK3ZYcjljOTk5eWpnSUFBYTN1ZW5wN3ExNjlmdWRjTUFBQzRCc1pSaktPQUtzSFpHVFFBVlZ2SjNiRzMzMzdiMkxadG01R1dsbVljUG56NHNzZWRPM2ZPbURObmppSEorTXRmL21JdGYvenh4NDJhTld0ZTh0alEwRkNidTRvVEowNDBET09QTzRlelpzMnlxZi8xMTErWGVUZnl3dTNMTDc4MERNTXdmdi85ZCtPRkYxNHdtalJwWWtneWZIMTlqUWNlZU1ENDdydnZycnF0a3UvTjFxMWJ5enlQTm0zYUdPM2J0emNNNC94ZHZxQ2dJS052Mzc3WEZMZW5wNmN4ZVBEZ1VuM01ueitmTzRjQUFMZ294bEdNbzRDcWhMY1FBbkFKa1pHUjFyZm5YQW1UeWFTUkkwZHF5cFFwK3VhYmI2NnFyLy83di85VFFVR0JkVDg0T0xoVTJ4Znk4L09USkkwWk0wYTllL2N1czgwbVRacElrbXJXcktuSmt5ZHI4dVRKK3VXWFg2eDNFZSsvLzM1OSsrMjNWOVZXZWZHVStPdGYvNnBodzRZcEl5TkRQLzc0bzNKeWN2VFh2LzcxbXVLdVg3KytMQlpMcWMvTEtnTUFBSzZGY1ZUcHRzcUxwd1RqS0tEeUlZRUZ3T1hsNU9Rb0tDaW9WUG5odzRlVm41K3ZxS2lvcTJxdlJZc1dWMVcvU1pNbXV1bW1tN1JyMXk1Tm56NzlpbzhMQ0FqUUUwODhvVjI3ZGlreE1WR25UcDI2NXJiSzhzZ2pqeWcrUGw2TEZ5L1dqei8rcUlZTkd5b21KdWFhNHI3NzdydTFZc1VLL2ZMTEw5YnA3OFhGeFRaVDZ3RUFRT1hET0twc2pLT0F5b2NFRmdDWDk5UlRUK240OGVQcTA2ZVBtamR2TGs5UFQzMzc3YmQ2NmFXWDVPSGhvZWVlZTg3dU1iejIybXZxMGFPSHVuWHJwaWVlZUVJTkd6YlVzV1BIbEpHUm9aMDdkK3JERHorVUpMVnIxMDczM1hlZmJyMzFWdFd0VzFjWkdSbDY1NTEzRkIwZHJSbzFhbHhWVzVmenB6LzlTUTg5OUpBV0wxNnM0OGVQYTlTb1VmTHdzRjNhOEVyN0dqOSt2RmFzV0tFLy8vblBldUdGRjFTalJnMjkrdXFyT25ueVpBVitGd0VBZ0tNeGppb2I0eWlnOGlHQkJjRGxQZnZzczFxNmRLa1dMRmlnUTRjTzZlVEprOWJYUXIvOTl0dHEzNzY5M1dPNCsrNjd0WFhyVmsyYk5rMXhjWEg2N2JmZlZMOStmVFZyMWt4OSsvYTExdnZ6bi8rc0ZTdFc2S1dYWHRLcFU2ZlVzR0ZERFJ3NFVPUEdqYnZxdHE3RVgvLzZWNzMvL3Z1U3BDZWVlT0thNDI3ZXZMbldyVnVuZi96akgzcjg4Y2RWdDI1ZHhjYkdxaytmUG5ycXFhZXU4cnNGQUFCY0JlT284akdPQWlvWGsyRVlock9EQUFBQUFBQUFBTXJqY2ZrcUFBQUFBQUFBZ1BPUXdBSUFBQUFBQUlCTGMvc0Uxcng1OHhRZUhpNWZYMTlGUlVYcHE2KytLcmR1VGs2T0Jnd1lvQ1pObXNqRHcwTnhjWEZsMWx1MmJKbWFOV3NtSHg4Zk5XdldUTXVYTDdkVDlBQUFBUFp4TldNa1NVcEpTVkZVVkpSOGZYMFZFUkdocEtRa204OFhMRmlnamgwN3FtN2R1cXBidDY2NmRPbWlyVnUzWG5lL0FBQUFrcHNuc0pZdVhhcTR1RGlOR3pkT2FXbHA2dGl4bzNyMDZLSHM3T3d5NnhjVUZNamYzMS9qeG8zVGJiZmRWbWFkMU5SVTlldlhUN0d4c2RxMWE1ZGlZMlBWdDI5ZmJkbXl4WjZuQWdBQVVHR3Vkb3lVbVptcG5qMTdxbVBIamtwTFM5UFlzV00xZlBod0xWdTJ6RnBudzRZTmV1U1JSN1IrL1hxbHBxWXFKQ1JFTVRFeE9uVG8wRFgzQ3dBQVVNS3RGM0Z2MTY2ZFdyVnFwZm56NTF2TElpTWo5ZUNERHlvaEllR1N4M2J1M0ZtMzMzNjdFaE1UYmNyNzlldW4vUHg4clZxMXlscld2WHQzMWExYjEvb0dDd0FBQUZkMnRXT2s1NTU3VGl0V3JGQkdSb2ExYk9qUW9kcTFhNWRTVTFQTDdLTzR1RmgxNjliVjNMbHpOWERnd0d2cUZ3QUFvSVRienNBcUxDelVqaDA3RkJNVFkxTWVFeE9qLzkvZW5ZZEhWYVI5SC84MVdWbGJRaUNMa0EyVlJYU1FzQmdVZ284UUZoVkg4QkZrak9Ncm9CaVZKY09nZ0F3QmxRQXlUSVpCUkJIRUhVWUJaY1lJQkFWVVNGZ1RSZUJoQkFOQlRJdGg2U0NCaENUbi9TT1RsallMVzNwSjUvdTVyblBacDdyT3VhczRnTVdkT2xWYnRteTU0dnVtcDZkWHVHZmZ2bjJ2NnA0QUFBRE9jaVZqcEtyR1B6dDI3TkQ1OCtjcnZhYWdvRURuejU5WFFFREFGY2NGQUFBbzUrM3FCamhLWGw2ZVNrcEtGQlFVWkZjZUZCUWtpOFZ5eGZlMVdDeVhmYy9Dd2tJVkZoYmF6a3RMUzNYaXhBazFhOVpNSnBQcGl0c0NBQUNjeXpBTW5UNTlXcUdob2FwWHIzYitIUEJLeGtoVmpYK0tpNHVWbDVlbmtKQ1FDdGM4Kyt5enV2YmFhOVc3ZCs4cmppc3hqZ0lBd0ZOYzdUaktZeE5ZNVg0N3NERU00Nm9ITzVkN3orVGtaRTJiTnUycVlnSUFBUGR4NU1nUnRXelowdFhOdUNxWE81NnBySDVsNVpJMGUvWnN2Zi8rKzlxNGNhUDgvZjJ2S2k3aktBQUFQTXVWanFNOE5vRVZHQmdvTHkrdkNqL1JPM2JzV0lXZi9GMk80T0RneTc3bnhJa1RsWmlZYUR1M1dxMEtDd3ZUa1NOSDFLUkpreXR1QzV5am9LaFlYVi84VEpLMGJmS2RhdURydkQ4MnJvd05BSTVRMi85ZXk4L1BWNnRXcmRTNGNXTlhOK1dLWGNrWXFhcnhqN2UzdDVvMWEyWlhQbWZPSE0yWU1VUHIxNi9YelRmZmZGVnhKY1pSQUFCNGlxc2RSOVd1VWVObDhQWDFWWFIwdE5MUzBuVGZmZmZaeXRQUzBuVHZ2ZmRlOFgxalltS1VscGFtY2VQRzJjcldyVnVuN3QyN1YzbU5uNStmL1B6OEtwUTNhZEtFZ1ZjdDRGMVVySHArRFNTVlBUTm4vbVBMbGJFQndCRTg1ZSsxMnZ6cTJwV01rV0ppWXZTdmYvM0xybXpkdW5YcTNMbXpmSHg4YkdVdnZmU1NYbmpoQmExZHUxYWRPM2UrNnJnUzR5Z0FBRHpObFk2amF1ZW84UklsSmlZcVBqNWVuVHQzVmt4TWpGNTc3VFhsNU9SbzFLaFJrc3Arb25mMDZGRzk5ZFpidG11eXNySWtTYi84OG90Ky92bG5aV1ZseWRmWFYrM2J0NWNralJrelJqMTc5dFNzV2JOMDc3MzM2dU9QUDliNjlldjExVmRmT2IxL0FBQUFWK0p5eDBpalJvM1MvUG56bFppWXFKRWpSeW85UFYyTEZ5KzIyNEY1OXV6Wm1qSmxpdDU3N3oxRlJFVFlabG8xYXRSSWpSbzF1cVM0QUFBQVZmSG9CTmFRSVVOMC9QaHhUWjgrWGJtNXVlclFvWU5TVTFNVkhoNHVTY3JOelZWT1RvN2ROYmZjY292dDg4NmRPL1hlZSs4cFBEeGNodzRka2lSMTc5NWR5NVl0MDNQUFBhY3BVNmFvZGV2V1dyNTh1YnAxNithMGZnRUFBRnlOeXgwalJVWkdLalUxVmVQR2pkUExMNytzME5CUXpaczNUNE1IRDdiVldiQmdnWXFLaW5ULy9mZmJ4Wm82ZGFxU2twSXVLUzRBQUVCVlRFYjVDcHh3bXZ6OGZKbk5abG10VnFhKzF3SUZSY1ZxLzVlMWtxUzkwL3M2ZlEwc1Y4VUdBRWVvN1grdjhmOXcxK01aQUFCUU8xM3QvOE5yMTZnUkFBQUFBQURBalpXVWxPajgrZk91Ym9iVCtmajR5TXZMeTJIM0o0RUZBQUFBQUFCd2xRekRrTVZpMGFsVHAxemRGSmU1NXBwckZCd2M3SkFOYjBoZ0FRQUFBQUFBWEtYeTVGV0xGaTNVb0VHRFdyMXI4ZVV5REVNRkJRVTZkdXlZSkNra0pLVEdZNURBQWdBQUFBQUF1QW9sSlNXMjVGV3paczFjM1J5WHFGKy92aVRwMkxGamF0R2lSWTIvVGxpdlJ1OEdBQUFBQUFCUXg1U3ZlZFdnUVFNWHQ4UzF5dnZ2aURYQVNHQUJBQUFBQUFEVWdMcjAybUJsSE5sL0VsZ0FBQUFBQUFCdW9xQ29XQkhQZnFLSVp6OVJRVkd4cTV2ak5raGdBUUFBQUFBQXdLMlJ3QUlBQUFBQUFJQmJJNEVGQUFBQUFBRGdoaXpXYzA2TGRlVElFZjNoRDM5UTA2Wk4xYlJwVXcwYk5rd25UNTUwV3Z5TElZRUZBQUFBQUFEZ0psYnMvTUgydWZmY1RWcStQY2ZoTVE4Y09LRG82R2kxYnQxYTZlbnBXcjkrdlE0ZVBLZy8vL25QRG85OXFVaGdBUUFBQUFBQXVJRmM2MWxOWGIzSGRsNXFTSk5XZnF0YzYxbUh4aDAxYXBTZWVPSUpUWjgrWFczYnRsVjBkTFFtVEppZ3p6Ly9YSkowMzMzM3FXblRwcnIvL3ZzZDJvN3FrTUFDQUFBQUFBQndBOWw1WjFScTJKZVZHSVlPNVJVNExPYmh3NGYxMldlZjZhV1hYbEtqUm8xc3gwTVBQU1J2YjI5SjB1alJvL1hXVzI4NXJBMlh3dHVsMFFFQUFBQUFBQ0JKaWd4c3FIb20yU1d4dkV3bVJRUTJjRmpNcjcvK1dnRUJBZHE2ZFd1RjcrclhyeTlKdXVPT083Ung0MGFIdGVGU2tNQUNBQUFBQUFCd0F5SG0rcG8yOEVaTitianNOY0o2Sm1uR29BNEtNZGQzV0V3Zkh4K2RQbjFhSVNFaGF0aXdvY1BpWEMxZUlRUUFBQUFBQUhBVGc2TmIyajZ2VDR6VmtDNWhEbzNYclZzM05XblNSUEh4OGNyS3l0S0JBd2UwWnMwYWpSa3p4cUZ4THhjSkxBQUFBQUFBQURjVWJQWjNlSXlBZ0FDbHBxYnE1TW1UaW8yTlZhZE9uVFJwMGlSRlJFUTRQUGJsNEJWQ0FBQUFBQUNBT3F4cjE2N2FzR0dEcTV0UkxSSllBQUFBQUFBQXFGTGZ2bjIxYTljdW5UbHpSaTFidHRTcVZhdlVwVXNYcDdhQkJCWUFBQUFBQUlDYmFPRHJyVU16NzNKMU0reXNYYnZXMVUxZ0RTd0FBQUFBQUFDNE54SllBQUFBQUFBQWNHc2tzQUFBQUFBQUFPRFdTR0FCQUFBQUFBREFyWkhBQWdBQUFBQUFnRnNqZ1FVQUFBQUFBQUMzUmdJTEFBQUFBQUFBYm8wRUZnQUFBQUFBQU53YUNTd0FBQUFBQUFCM1VYUkdTaktYSFVWblhOMGF0MEVDQ3dBQW9BNWFzR0NCSWlNajVlL3ZyK2pvYUgzNTVaZlYxdCswYVpPaW82UGw3Kyt2cUtnb0xWeTQwTzc3UFh2MmFQRGd3WXFJaUpESlpGSktTa3FGZXlRbEpjbGtNdGtkd2NIQk5ka3RBQURnb1VoZ0FRQUExREhMbHkvWDJMRmpOWG55WkdWbVpxcEhqeDdxMzcrL2NuSnlLcTJmbloydEFRTUdxRWVQSHNyTXpOU2tTWk0wZXZSb3JWaXh3bGFub0tCQVVWRlJtamx6WnJWSnFSdHZ2Rkc1dWJtMlkvZnUzVFhlUHdBQTRIbElZQUVBQU5ReGMrZk8xZkRod3pWaXhBaTFhOWRPS1NrcGF0V3FsVjU1NVpWSzZ5OWN1RkJoWVdGS1NVbFJ1M2J0TkdMRUNEMzY2S09hTTJlT3JVNlhMbDMwMGtzdmFlalFvZkx6ODZzeXRyZTN0NEtEZzIxSDgrYk5hN3gvQUFEZzhoMDVja1IvK01NZjFMUnBVelZ0MmxURGhnM1R5Wk1uWGQwc0d4SllBQUFBZFVoUlVaRjI3dHlwdUxnNHUvSzR1RGh0MmJLbDBtdlMwOU1yMU8vYnQ2OTI3TmloOCtmUFgxYjg3Nzc3VHFHaG9ZcU1qTlRRb1VQMS9mZmZWMXUvc0xCUStmbjVkZ2NBQUhWRy9vOU9DWFBnd0FGRlIwZXJkZXZXU2s5UDEvcjE2M1h3NEVIOStjOS9ka3I4UzBFQ0N3QUFvQTdKeTh0VFNVbUpnb0tDN01xRGdvSmtzVmdxdmNaaXNWUmF2N2k0V0hsNWVaY2N1MXUzYm5ycnJiZTBkdTFhTFZxMFNCYUxSZDI3ZDlmeDQ4ZXJ2Q1k1T1ZsbXM5bDJ0R3JWNnBMakFRQlFLMlc5OSt2bmw3dEt1OTV5ZU1oUm8wYnBpU2VlMFBUcDA5VzJiVnRGUjBkcndvUUordnp6ejNYa3lCSDE2dFZMN2R1MzE4MDMzNndQUHZqQTRlMnBEQWtzQUFDQU9zaGtNdG1kRzRaUm9leGk5U3NycjA3Ly92MDFlUEJnM1hUVFRlcmR1N2MrK2VRVFNkS2JiNzVaNVRVVEowNlUxV3ExSFVlT0hMbmtlQUFBMURyV285S25FMzQ5TjBxbGY0MHRLM2VRdzRjUDY3UFBQdE5MTDcya1JvMGEyWTZISG5wSTN0N2U4dmIyVmtwS2l2YnUzYXYxNjlkcjNMaHhPblBHK2JzamVqczlJZ0FBQUZ3bU1EQlFYbDVlRldaYkhUdDJyTUlzcTNMQndjR1YxdmYyOWxhelpzMnV1QzBOR3piVVRUZmRwTysrKzY3S09uNStmdFd1cVFVQWdFYzVjYkFzYVhVaG8wUTY4YjFrdnRZaEliLysrbXNGQkFSbzY5YXRGYjZyWDcrK1FrSkNGQklTSWtscTBhS0ZBZ0lDZE9MRUNUVnMyTkFoN2FrS0NTd0FBSUE2eE5mWFY5SFIwVXBMUzlOOTk5MW5LMDlMUzlPOTk5NWI2VFV4TVRINjE3LytaVmUyYnQwNmRlN2NXVDQrUGxmY2xzTENRdTNidDA4OWV2UzQ0bnNBQU9CUkFscExwbnIyU1N5VGx4UVE1YkNRUGo0K09uMzZ0RUpDUWk2YWxOcXhZNGRLUzB0ZDhrby9yeEFDQUFEVU1ZbUppWHI5OWRlMVpNa1M3ZHUzVCtQR2pWTk9UbzVHalJvbHFleTF2WWNmZnRoV2Y5U29VVHA4K0xBU0V4TzFiOTgrTFZteVJJc1hMOWI0OGVOdGRZcUtpcFNWbGFXc3JDd1ZGUlhwNk5Hanlzckswb0VEQjJ4MXhvOGZyMDJiTmlrN08xdGJ0MjdWL2ZmZnIvejhmUDN4ajM5MFh1Y0JBSEJuNW11bC9yTi9QVGQ1U2Zla09HejJsVlMyUm1XVEprMFVIeDl2KzMvM21qVnJOR2JNR0x0Nng0OGYxOE1QUDZ6WFhudk5ZVzJwRGpPd0FBQUE2cGdoUTRibytQSGptajU5dW5KemM5V2hRd2VscHFZcVBEeGNrcFNibTZ1Y25CeGIvY2pJU0tXbXBtcmN1SEY2K2VXWEZSb2Fxbm56NW1udzRNRzJPai8rK0tOdXVlVVcyL21jT1hNMFo4NGN4Y2JHYXVQR2paS2tIMzc0UVE4KytLRHk4dkxVdkhsejNYcnJyY3JJeUxERkJRQUFram9PazFMLyswT2lKN2RLZ2RjN05GeEFRSUJTVTFQMXpEUFBLRFkyVm9aaDZMcnJybE44Zkx5dFRtRmhvZTY3N3o1Tm5EaFIzYnQzZDJoN3FrSUNDd0FBb0E1S1NFaFFRa0pDcGQ4dFhicTBRbGxzYkt4MjdkcFY1ZjBpSWlKc0M3dFhaZG15WlpmVlJnQUE2cndtb1U0SjA3VnJWMjNZc0tIUzd3ekQwQ09QUEtMLytaLy9zVXRxT1p2SHYwSzRZTUVDUlVaR3l0L2ZYOUhSMGZyeXl5K3JyYjlwMHlaRlIwZkwzOTlmVVZGUldyaHdZWVU2S1NrcGF0T21qZXJYcjY5V3JWcHAzTGh4T25mdW5LTzZBQUFBQUFBQTRCS2JOMi9XOHVYTDlkRkhINmxqeDQ3cTJMR2pkdS9lN2ZSMmVQUU1yT1hMbDJ2czJMRmFzR0NCYnJ2dE5yMzY2cXZxMzcrLzl1N2RxN0N3c0FyMXM3T3pOV0RBQUkwY09WTHZ2UE9PTm0vZXJJU0VCRFZ2M3R3MlJmN2RkOS9Wczg4K3F5VkxscWg3OSs3NnozLytvMGNlZVVTUzlMZS8vYzJaM1FNQUFBQUFBSENvMjIrL1hhV2xwUmV2NkdBZW5jQ2FPM2V1aGc4ZnJoRWpSa2dxbXptMWR1MWF2ZkxLSzBwT1RxNVFmK0hDaFFvTEMxTktTb29rcVYyN2R0cXhZNGZtekpsalMyQ2xwNmZydHR0dTA3Qmh3eVNWVFpkLzhNRUh0VzNiTnVkMENnQUFEMkd4bmxOVTgwYXViZ1lBQUlCNzhXMG9KVmxkM1FxMzQ3R3ZFQllWRldubnpwMktpNHV6SzQrTGk5T1dMVnNxdlNZOVBiMUMvYjU5KzJySGpoMDZmLzY4cExMTTQ4NmRPMjBKcSsrLy8xNnBxYW02NjY2N3FteExZV0doOHZQejdRNEFBT3FpRlR0L3NIM3VQWGVUbG0vUHFhWTJBQUFBVU1aakUxaDVlWGtxS1NsUlVGQ1FYWGxRVUpBc0ZrdWwxMWdzbGtyckZ4Y1hLeTh2VDVJMGRPaFFQZi84ODdyOTl0dmw0K09qMXExYjY0NDc3dEN6eno1YlpWdVNrNU5sTnB0dFI2dFdyYTZ5ZHdBQTFENjUxck9hdW5xUDdielVrQ2F0L0ZhNTFyTXViQlVBQUlEN0t5azE5TTBQcC9UTkQ2ZFVVbHI5cGltZXltTVRXT1ZNSnBQZHVXRVlGY291VnYvQzhvMGJOK3JGRjEvVWdnVUx0R3ZYTHExY3VWTC8vdmUvOWZ6enoxZDV6NGtUSjhwcXRkcU9JMGVPWEdsM0FBQ290Ykx6enVpMzQ2MFN3OUNodkFMWE5BZ0FBQUMxaHNldWdSVVlHQ2d2TDY4S3M2Mk9IVHRXWVpaVnVlRGc0RXJyZTN0N3ExbXpacEtrS1ZPbUtENCszcmF1MWswMzNhUXpaODdvc2NjZTArVEprMVd2WHNXY29KK2ZuL3o4L0dxaVd3QUExRnFSZ1ExVnp5UzdKSmFYeWFTSXdBYXVheFFBQUFCcUJZK2RnZVhyNjZ2bzZHaWxwYVhabGFlbHBhbDc5KzZWWGhNVEUxT2gvcnAxNjlTNWMyZjUrUGhJa2dvS0Npb2txYnk4dkdRWWhtMjJGZ0FBcUNqRVhGL1RCdDVvTzY5bmttWU02cUFRYzMwWHRnb0FBS0RtMVBXOGdDUDc3N0VKTEVsS1RFelU2NisvcmlWTGxtamZ2bjBhTjI2Y2NuSnlOR3JVS0VsbHIvWTkvUEREdHZxalJvM1M0Y09IbFppWXFIMzc5bW5Ka2lWYXZIaXh4bzhmYjZ0enp6MzM2SlZYWHRHeVpjdVVuWjJ0dExRMFRaa3lSUU1IRHBTWGw1ZlQrd2dBUUcweU9McWw3ZlA2eEZnTjZSTG13dFlBQUFEVWpBc252ZFJsNWYwdi8vV29TUjc3Q3FFa0RSa3lSTWVQSDlmMDZkT1ZtNXVyRGgwNktEVTFWZUhoNFpLazNOeGM1ZVQ4dXZ0UlpHU2tVbE5UTlc3Y09MMzg4c3NLRFEzVnZIbnpOSGp3WUZ1ZDU1NTdUaWFUU2M4OTk1eU9IajJxNXMyYjY1NTc3dEdMTDc3bzlQNEJBRkNiQlp2OVhkMEVBQUNBR3VIbDVhVnJycmxHeDQ0ZGt5UTFhTkNnMnZXM0wxZEpxU0dqdUVpU2RPN2NPWG5WcTdsNzF3VERNRlJRVUtCang0N3BtbXV1Y2NnRUg0OU9ZRWxTUWtLQ0VoSVNLdjF1NmRLbEZjcGlZMk8xYTlldUt1L243ZTJ0cVZPbmF1clVxVFhWUkFBQUFBQUFVTXNGQndkTGtpMkpWWk5LRFVQSFRwMlRKSGtYK0t0ZURTYkhhdEkxMTF4aiszV29hUjZmd0FJQUFBQUFBSEEwazhta2tKQVF0V2pSUXVmUG42L1JlNTh0S3RaanE3NlNKUDM3NmR0VjM5ZjkwamsrUGo0T1hWckovWG9NQUFBQUFBQlFTM2w1ZWRWNElxZTBYckdPbmk2UkpQbjUrOHZmRFJOWWp1YlJpN2dEQUFBQUFBQ2c5aU9CQlFBQUFBQUFBTGRHQWdzQUFBQUFBQURLdFo3VmxvTjV5cldlZFhWVEtxaDdMMDBDQUFBQUFBREF6dkx0T1pxNGNyZEtEYW1lU1VvZWRKT0dkQWx6ZGJOc21JRUZBQUFBQUFCUWgrVmF6OXFTVjVKVWFraVRWbjdyVmpPeFNHQUJBQUFBQUFEVVlkbDVaMnpKcTNJbGhxRkRlUVd1YVZBbFNHQUJBQUFBQUFEVVlaR0JEVlhQWkYvbVpUSXBJckNCYXhwVUNSSllBQUFBQUFBQWRWaUl1YjZTQjkwa0wxTlpGc3ZMWk5LTVFSMFVZcTd2NHBiOWlrWGNBUUFBQUFBQTZyZ2hYY0xVODRibU9wUlhvSWpBQm02VnZKSklZQUVBQUFBQUFFQmxNN0hjTFhGVmpsY0lBUUFBQUFBQTROWklZQUVBQUFBQUFNQ3RrY0FDQUFBQUFBQ0FXeU9CQlFBQUFBQUFBTGRHQWdzQUFBQUFBQUJ1alFRV0FBQkFIYlJnd1FKRlJrYkszOTlmMGRIUit2TExMNnV0djJuVEprVkhSOHZmMzE5UlVWRmF1SENoM2ZkNzl1elI0TUdERlJFUklaUEpwSlNVbEJxSkN3QUFJSkhBQWdBQXFIT1dMMSt1c1dQSGF2TGt5Y3JNekZTUEhqM1V2MzkvNWVUa1ZGby9PenRiQXdZTVVJOGVQWlNabWFsSmt5WnA5T2pSV3JGaWhhMU9RVUdCb3FLaU5IUG1UQVVIQjlkSVhBQUFnSElrc0FBQUFPcVl1WFBuYXZqdzRSb3hZb1RhdFd1bmxKUVV0V3JWU3ErODhrcWw5UmN1WEtpd3NEQ2xwS1NvWGJ0MkdqRmloQjU5OUZITm1UUEhWcWRMbHk1NjZhV1hOSFRvVVBuNStkVklYQUFBZ0hJa3NBQUFBT3FRb3FJaTdkeTVVM0Z4Y1hibGNYRngyckpsUzZYWHBLZW5WNmpmdDI5ZjdkaXhRK2ZQbjNkWVhFa3FMQ3hVZm42KzNRRUFBT29lRWxnQUFBQjFTRjVlbmtwS1NoUVVGR1JYSGhRVUpJdkZVdWsxRm91bDB2ckZ4Y1hLeTh0eldGeEpTazVPbHRsc3RoMnRXclc2cEhnQUFNQ3prTUFDQUFDb2cwd21rOTI1WVJnVnlpNVd2N0x5bW80N2NlSkVXYTFXMjNIa3lKSExpZ2NBQUR5RHQ2c2JBQUFBQU9jSkRBeVVsNWRYaFZsUHg0NGRxekE3cWx4d2NIQ2w5YjI5dmRXc1dUT0h4WlVrUHorL0t0ZlVBZ0FBZFFjenNBQUFBT29RWDE5ZlJVZEhLeTB0emE0OExTMU4zYnQzci9TYW1KaVlDdlhYclZ1bnpwMDd5OGZIeDJGeEFRQUF5akVEQ3dBQW9JNUpURXhVZkh5OE9uZnVySmlZR0wzMjJtdkt5Y25ScUZHakpKVzl0bmYwNkZHOTlkWmJrcVJSbzBacC92ejVTa3hNMU1pUkk1V2VucTdGaXhmci9mZmZ0OTJ6cUtoSWUvZnV0WDArZXZTb3NyS3kxS2hSSTExMzNYV1hGQmNBQUtBcURrdGduVDkvWGhhTFJRVUZCV3JldkxrQ0FnSWNGUW9BQUFDWFljaVFJVHArL0xpbVQ1K3UzTnhjZGVqUVFhbXBxUW9QRDVjazVlYm1LaWNueDFZL01qSlNxYW1wR2pkdW5GNSsrV1dGaG9acTNyeDVHang0c0szT2p6LytxRnR1dWNWMlBtZk9ITTJaTTBleHNiSGF1SEhqSmNVRkFBQ29TbzBtc0g3NTVSZTkrKzY3ZXYvOTk3VnQyellWRmhiYXZtdlpzcVhpNHVMMDJHT1BxVXVYTGpVWkZnQUFBSmNwSVNGQkNRa0psWDYzZE9uU0NtV3hzYkhhdFd0WGxmZUxpSWl3TGV4K3BYRUJBQUNxVW1OcllQM3RiMzlUUkVTRUZpMWFwUC81bi8vUnlwVXJsWldWcGYzNzl5czlQVjFUcDA1VmNYR3grdlRwbzM3OSt1bTc3NzZycWRBQUFBQUFBQUR3WURVMkEydkxsaTNhc0dHRGJycnBwa3EvNzlxMXF4NTk5RkV0WExoUWl4Y3YxcVpObTNUOTlkZlhWSGdBQUFBQUFBQjRxQnBMWUgzd3dRZVhWTS9QejQ5cDR3QUFBQUFBQUxoa05mWUtJUUFBQUFBQUFPQUlOWkxBT252MnJJNGVQVnFoZk0rZVBUVnhld0FBQUFBQUFOUmhWNTNBK3ZEREQzWEREVGRvd0lBQnV2bm1tN1YxNjFiYmQvSHg4VmQ3ZXdBQUFBQUFBTlJ4VjUzQWV1R0ZGN1JyMXk1OS9mWFhXckpraVI1OTlGRzk5OTU3a25SSld5a0RBQUFBQUFBQTFibnFSZHpQbnordjVzMmJTNUk2ZCs2c0w3NzRRb01HRGRLQkF3ZGtNcG11dW9FQUFBQUFBQUNvMjY1NkJsYUxGaTMwelRmZjJNNmJOV3VtdExRMDdkdTN6NjRjQUFBQUFBQUF1QkpYbmNCNisrMjMxYUpGQzdzeVgxOWZ2Zi8rKzlxMGFkUFYzaDRBQUFBQUFBQjEzRlcvUXRpeVpjc0taY25KeVFvS0N0S2pqejVxVjc1a3lSTDkvUFBQZXVhWlo2NDJMQUFBQUFBQVFKMWpzWjVUVlBOR3JtNkcwMTMxREt6S3ZQcnFxMnJidG0yRjhodHZ2RkVMRnk1MFJNZ3FMVml3UUpHUmtmTDM5MWQwZExTKy9QTExhdXR2MnJSSjBkSFI4dmYzVjFSVVZLWHRQWFhxbEo1ODhrbUZoSVRJMzk5ZjdkcTFVMnBxcXFPNkFBQUFBQUFBNnJBVk8zK3dmZTQ5ZDVPV2I4OXhZV3Rjd3lFSkxJdkZvcENRa0FybHpaczNWMjV1cmlOQ1ZtcjU4dVVhTzNhc0prK2VyTXpNVFBYbzBVUDkrL2RYVGs3bER6bzdPMXNEQmd4UWp4NDlsSm1acVVtVEptbjA2TkZhc1dLRnJVNVJVWkg2OU9talE0Y082Y01QUDlUKy9mdTFhTkVpWFh2dHRjN3FGZ0FBQUFBQXFDTnlyV2MxZGZVZTIzbXBJVTFhK2ExeXJXZGQyQ3JudStwWENDdlRxbFVyYmQ2OFdaR1JrWGJsbXpkdlZtaG9xQ05DVm1ydTNMa2FQbnk0Um93WUlVbEtTVW5SMnJWcjljb3JyeWc1T2JsQy9ZVUxGeW9zTEV3cEtTbVNwSGJ0Mm1uSGpoMmFNMmVPQmc4ZUxLbnNOY2dUSjA1b3k1WXQ4dkh4a1NTRmg0YzdwME1BQUFBQTNFWkJVYkhhLzJXdEpHbnY5TDVxNE91UWYxNEJxT095ODg2bzFMQXZLekVNSGNvclVJaTV2bXNhNVFJT21ZRTFZc1FJalIwN1ZtKzg4WVlPSHo2c3c0Y1BhOG1TSlJvM2JweEdqaHpwaUpBVkZCVVZhZWZPbllxTGk3TXJqNHVMMDVZdFd5cTlKajA5dlVMOXZuMzdhc2VPSFRwLy9yd2thZlhxMVlxSmlkR1RUejZwb0tBZ2RlalFRVE5tekZCSlNVbVZiU2tzTEZSK2ZyN2RBUUFBQUFBQWNER1JnUTFWejJSZjVtVXlLU0t3Z1dzYTVDSU8rUkhCaEFrVGRPTEVDU1VrSktpb3FFaVM1Ty92cjJlZWVVWVRKMDUwUk1nSzh2THlWRkpTb3FDZ0lMdnlvS0FnV1N5V1NxK3hXQ3lWMWk4dUxsWmVYcDVDUWtMMC9mZmY2L1BQUDljZi92QUhwYWFtNnJ2dnZ0T1RUejZwNHVKaS9lVXZmNm4wdnNuSnlabzJiVnJOZEF3QUFBQUFBTlFaSWViNm1qYndSazM1dU93MXdub21hY2FnRG5WcTlwWGtvQmxZSnBOSnMyYk4wczgvLzZ5TWpBeDkvZlhYT25IaVJKVUpIa2N5bWV6VGxJWmhWQ2k3V1AwTHkwdExTOVdpUlF1OTl0cHJpbzZPMXRDaFF6VjU4bVM5OHNvclZkNXo0c1NKc2xxdHR1UElrU05YMmgwQUFBQUFBRkRIREk1dWFmdThQakZXUTdxRXViQTFydUhRbDdRYk5XcWtMbDI2T0RKRWxRSURBK1hsNVZWaHR0V3hZOGNxekxJcUZ4d2NYR2w5YjI5dk5XdldUSklVRWhJaUh4OGZlWGw1MmVxMGE5ZE9Gb3RGUlVWRjh2WDFyWEJmUHo4LytmbjVYVzJYQUFBQUFBQkFIUmRzOW5kMUUxekNJVE93Sk9uTEw3L1VRdzg5cE83ZHUrdm8wYU9TcExmZmZsdGZmZldWbzBMYThmWDFWWFIwdE5MUzB1ekswOUxTMUwxNzkwcXZpWW1KcVZCLzNicDE2dHk1czIzQjl0dHV1MDBIRGh4UWFXbXByYzUvL3ZNZmhZU0VWSnE4QWdBQUFBQUF3TlZ4U0FKcnhZb1Y2dHUzcityWHI2OWR1M2Fwc0xCUWtuVDY5R25ObURIREVTRXJsWmlZcU5kZmYxMUxsaXpSdm4zN05HN2NPT1hrNUdqVXFGR1N5bDd0ZS9qaGgyMzFSNDBhcGNPSER5c3hNVkg3OXUzVGtpVkx0SGp4WW8wZlA5NVc1NGtubnREeDQ4YzFac3dZL2VjLy85RW5uM3lpR1RObTZNa25uM1JhdndBQUFBQUFBT29TaHlTd1huamhCUzFjdUZDTEZpMnl6VnlTcE83ZHUydlhybDJPQ0ZtcElVT0dLQ1VsUmRPblQxZkhqaDMxeFJkZktEVTFWZUhoNFpLazNOeGM1ZVRrMk9wSFJrWXFOVFZWR3pkdVZNZU9IZlg4ODg5cjNyeDVHang0c0sxT3ExYXR0RzdkT20zZnZsMDMzM3l6Um84ZXJURmp4dWpaWjU5MVdyOEFBQUFBQUFEcUVvZXNnYlYvLzM3MTdObXpRbm1USmsxMDZ0UXBSNFNzVWtKQ2doSVNFaXI5YnVuU3BSWEtZbU5qTDVwa2k0bUpVVVpHUmswMER3QUFBQUFBQUJmaGtCbFlJU0VoT25EZ1FJWHlyNzc2U2xGUlVZNElDUUFBQUFBQUFBL2xrQVRXNDQ4L3JqRmp4bWpyMXEweW1VejY4Y2NmOWU2NzcycjgrUEZWem9ZQ0FBQUFBQUFBS3VPUVZ3Z25USmdncTlXcU8rNjRRK2ZPblZQUG5qM2w1K2VuOGVQSDY2bW5ubkpFU0FBQUFBQUFBSGdvaHlTd0pPbkZGMS9VNU1tVHRYZnZYcFdXbHFwOSsvWnExS2lSbzhJQkFBQUFBQURBUXpua0ZjS3paOCtxb0tCQURSbzBVT2ZPblJVVUZLVFhYMzlkNjlhdGMwUTRBQUFBQUFBQWVEQ0hKTER1dmZkZXZmWFdXNUtrVTZkT3FWdTNidnJyWC8rcWUrKzlWNis4OG9valFnSUFBQUFBQU1CRE9TU0J0V3ZYTHZYbzBVT1M5T0dISHlvb0tFaUhEeC9XVzIrOXBYbno1amtpSkFBQUFDN0RnZ1VMRkJrWktYOS9mMFZIUit2TEw3K3N0djZtVFpzVUhSMHRmMzkvUlVWRmFlSENoUlhxckZpeFF1M2J0NWVmbjUvYXQyK3ZWYXRXMlgyZmxKUWtrOGxrZHdRSEI5ZG92d0FBZ0dkeVNBS3JvS0JBalJzM2xpU3RXN2RPZ3dZTlVyMTY5WFRycmJmcThPSERqZ2dKQUFDQVM3UjgrWEtOSFR0V2t5ZFBWbVptcG5yMDZLSCsvZnNySnllbjB2cloyZGthTUdDQWV2VG9vY3pNVEUyYU5FbWpSNC9XaWhVcmJIWFMwOU0xWk1nUXhjZkg2K3V2djFaOGZMd2VlT0FCYmQyNjFlNWVOOTU0bzNKemMyM0g3dDI3SGRwWEFBRGdHUnlTd0xydXV1djAwVWNmNmNpUkkxcTdkcTNpNHVJa1NjZU9IVk9USmswY0VSSUFBQUNYYU83Y3VSbytmTGhHakJpaGR1M2FLU1VsUmExYXRhcHlxWWVGQ3hjcUxDeE1LU2twYXRldW5VYU1HS0ZISDMxVWMrYk1zZFZKU1VsUm56NTlOSEhpUkxWdDIxWVRKMDdVblhmZXFaU1VGTHQ3ZVh0N0t6ZzQySFkwYjk3Y2tWMEZBQUFld2lFSnJMLzg1UzhhUDM2OElpSWkxSzFiTjhYRXhFZ3FtNDExeXkyM09DSWtBQUFBTGtGUlVaRjI3dHhwK3dGanViaTRPRzNac3FYU2E5TFQweXZVNzl1M3IzYnMyS0h6NTg5WFcrZTM5L3p1dSs4VUdocXF5TWhJRFIwNlZOOS8vLzNWZGdrQUFOUUIzbzY0NmYzMzM2L2JiNzlkdWJtNSt0M3ZmbWNydi9QT08zWGZmZmM1SWlRQUFBQXVRVjVlbmtwS1NoUVVGR1JYSGhRVUpJdkZVdWsxRm91bDB2ckZ4Y1hLeTh0VFNFaElsWFV1dkdlM2J0MzAxbHR2NllZYmJ0QlBQLzJrRjE1NFFkMjdkOWVlUFh2VXJGbXpTbU1YRmhhcXNMRFFkcDZmbjM5Wi9RVUFBSjdCSVFrc1NiWnA0UmZxMnJXcm84SUJBQURVS2wyNmRKSEpaS3BRYmhpR1RDYVR0bTNiNXRENHY0MWRIdmR5NnYrMi9HTDM3TisvdiszelRUZmRwSmlZR0xWdTNWcHZ2dm1tRWhNVEs0MmJuSnlzYWRPbVhhUTNBQURBMHpra2daV2NuS3lnb0NBOSt1aWpkdVZMbGl6Unp6Ly9yR2VlZWNZUllRRUFBR3FORHovODBDVnhBd01ENWVYbFZXRzIxYkZqeHlyTW9Db1hIQnhjYVgxdmIyL2J6S21xNmxSMVQwbHEyTENoYnJycEpuMzMzWGRWMXBrNGNhSmRjaXMvUDErdFdyV3FzajRBQVBCTURsa0Q2OVZYWDFYYnRtMHJsTjk0NDQyVmJya01BQUJRMTRTSGg5c09pOFdpelpzM0t6dzhYRTJhTkpHWGw1ZkQ0dnI2K2lvNk9scHBhV2wyNVdscGFlcmV2WHVsMThURXhGU292MjdkT25YdTNGaytQajdWMXFucW5sTFo2NEg3OXUxVFNFaElsWFg4L1B6VXBFa1R1d01BQU5ROURrbGdXU3lXU2djaXpaczNWMjV1cmlOQ0FnQUExRXBKU1VsNjhjVVhsWlNVSkVrcUtDalEwS0ZESFJvek1URlJyNy8rdXBZc1dhSjkrL1pwM0xoeHlzbkowYWhSb3lTVnpYcDYrT0dIYmZWSGpScWx3NGNQS3pFeFVmdjI3ZE9TSlV1MGVQRmlqUjgvM2xabnpKZ3hXcmR1bldiTm1xWC8rNy8vMDZ4WnM3UisvWHFOSFR2V1ZtZjgrUEhhdEdtVHNyT3p0WFhyVnQxLy8vM0t6OC9YSC8vNFI0ZjJGM0FHaS9XY3E1c0FBQjdOSVFtc1ZxMWFhZlBtelJYS04yL2VyTkRRVUVlRUJBQUFxSlUrK3VnamZmenh4MnJZc0tFazZkcHJyM1g0UXVWRGhneFJTa3FLcGsrZnJvNGRPK3FMTDc1UWFtcXF3c1BESlVtNXVibkt5Y214MVkrTWpGUnFhcW8yYnR5b2poMDc2dm5ubjllOGVmTTBlUEJnVzUzdTNidHIyYkpsZXVPTk4zVHp6VGRyNmRLbFdyNTh1YnAxNjJhcjg4TVBQK2pCQng5VW16WnROR2pRSVBuNitpb2pJOE1XRjZodFZ1ejh3ZmE1OTl4TldyNDlwNXJhQUlDcjRaQTFzRWFNR0tHeFk4ZnEvUG56K3AvLytSOUowbWVmZmFZSkV5Ym9UMy82a3lOQ0FnQUExRXArZm42U2ZsMEEvZFNwVTZwWHp5RS9ZN1NUa0pDZ2hJU0VTcjlidW5ScGhiTFkyRmp0MnJXcjJudmVmLy85dXYvKys2djhmdG15WlpmVlJzQ2Q1VnJQYXVycVBiYnpVa09hdFBKYjlieWh1VUxNOVYzWU1nRHdUQTVKWUUyWU1FRW5UcHhRUWtLQ2lvcUtKRW4rL3Y1NjVwbG5OSEhpUkVlRUJBQUF0VUFEWDI4ZG1ubVhxNXZoVnA1NDRna05HVEpFZVhsNWV1R0ZGN1I4K1hJMnZBRnFnZXk4TXlvMTdNdEtERU9IOGdwSVlBR0FBOVI0QXV2OCtmT0tpNHZUcTYrK3FpbFRwbWpmdm4ycVg3Kytyci8rZXR0UEdBRUFBRkRta1VjZVViZHUzZlRaWjUvSk1Bd3RXN1pNTjk1NG82dWJCZUFpSWdNYnFwNUpka2tzTDVOSkVZRU5YTmNvQVBCZ05aN0E4dkh4MGJmZmZpdVR5YVJHalJxcFM1Y3VOUjBDQUFBVkZCV3IvVi9XU3BMMlR1K3JCcjRPbVZRTU9FeHFhcXJkZVZSVWxDVHA4T0hET256NHNBWU1HT0NLWmdHNFJDSG0rcG8yOEVaTitianNOY0o2Sm1uR29BN012Z0lBQjNISWFQL2hoeC9XNHNXTE5YUG1URWZjSGdBQXVBaUp3NXJ6d1FjZlNKS09IVHVtTFZ1MjZNNDc3NVJoR05xd1lZTmlZMk5KWUFHMXdPRG9scllFMXZyRVdFVTFiK1RpRmdHQTUzTElxTE9vcUVpdnYvNjYwdExTMUxselo5dXVPdVhtenAzcmlMQUFnUDhpeVFDNHZ6ZmVlRU9TZE04OTkyamZ2bjBLRGc2V0pGa3NGajN4eEJPdWJCcUFLeEJzOW5kMUV3REFvem5rWHpUZmZ2dXRPblhxSkVuNnozLytZL2RkK1E0N0FBQUFrQTRlUEtqbXpadmJ6cHMxYTZiOSsvZTdzRVVBQUFEdXh5RUpyQTBiTmpqaXRnQUFBQjVuOE9EQjZ0Njl1KzY3N3o2WlRDYXRXclZLOTk5L3Y2dWJCUUFBNEZaNHB3UUFBTUNGbm4vK2VRMGNPRkJidG15UllSajZ4ei8rd1NZNEFBQUF2K0hRQk5iZXZYdVZrNU9qb3FJaXUvS0JBd2M2TWl3QUFFQ3QwcXBWSzBWRlJjbGtNaWtzTE16VnpRRnFSdEVaYVVabzJlZEpQMHErRGF1dkR3QkFOUnlTd1ByKysrOTEzMzMzYWZmdTNUS1pURElNUTlLdjYxK1ZsSlE0SWl3QUFFQ3Q4OTU3NytrdmYvbUxldmZ1cmRMU1VpVW1KbXI2OU9rYU9uU29xNXNHQU1EVkk1bU5HdUtRQk5hWU1XTVVHUm1wOWV2WEt5b3FTdHUyYmRQeDQ4ZjFwei85U1hQbXpIRkVTQUFBZ0ZwcDFxeFoycjU5dTVvMmJTcEpPbm55cEhyMTZrVUNDd0JjaE4yY0FmZmtrRCtKNmVucCt2enp6OVc4ZVhQVnExZFA5ZXJWMCsyMzM2N2s1R1NOSGoxYW1abVpqZ2dMQUFCUTY1U1dscXBSbzBhMjgwYU5HcW0wdE5TRkxRSUFBSEEvRGtsZ2xaU1UyQVppZ1lHQit2SEhIOVdtVFJ1Rmg0ZXpMVFFBQU1BRkhucm9JWFh2M2wyREJ3K1dZUmhhdVhLbDR1UGpYZDBzQUlBSFk1WVphaU9IL0M3dDBLR0R2dm5tRzBWRlJhbGJ0MjZhUFh1MmZIMTk5ZHBycnlrcUtzb1JJUUVBQUdxbFo1NTVScjE3OTlaWFgzMGxrOG1rVjE5OVZaMDZkWEoxc3dBQUFOeUtReEpZenozM25NNmNPU05KZXVHRkYzVDMzWGVyUjQ4ZWF0YXNtWll2WCs2SWtBQUFBTFhTd1lNSDlmYmJiK3ZRb1VNcUtTblIrdlhySlVtclY2OTJjY3NBQUFEY2gwTVNXSDM3OXJWOWpvcUswdDY5ZTNYaXhBazFiZHJVdGhNaEFBQUFwTi8vL3ZkNjZxbW5OR1RJRU5XclY4L1Z6UUVBQUhCTE5aYkF5c25KVVZoWVdKWGZCd1FFMkowZlBYcFUxMTU3YlUyRkJ3QUFxSlVhTm15b3h4OS8zTlhOQUFBQWNHczE5bU8rTGwyNmFPVElrZHEyYlZ1VmRheFdxeFl0V3FRT0hUcG81Y3FWTlJVYUFBQ2cxcG80Y2FLZWVlWVpwYVdsNllzdnZyQWRnRWZKLzlIVkxRQXVYZEVacGZzOXBmZDhYcEFsNzRTcld3UGd2MnBzQnRhK2ZmczBZOFlNOWV2WFR6NCtQdXJjdWJOQ1EwUGw3Kyt2a3lkUGF1L2V2ZHF6WjQ4NmQrNnNsMTU2U2YzNzk2K3AwQUFBQUxYVzJyVnJ0WEhqUmgwNGNNRDJDcUhKWkZMUG5qMWQzRExnS21XOTkrdm5sN3RLOS94ZDZ2U3c2OXFEV3NkVk8rV3R5TFJvYXVFOGxhcWU2djFqdTVJSDNhUWhYYXArMjZoV0tqcWpRLzdESkVrRlJUbVNyOW5GRFFJdXJzYitCZ2dJQ05DY09YUDB3Z3N2S0RVMVZWOSsrYVVPSFRxa3MyZlBLakF3VUgvNHd4L1V0MjlmZGVqUW9hWkNBZ0FBMUhxYk5tM1NuajE3V0NjVW5zVjZWUHAwd3EvblJxbjByN0ZTNnpzbE04dUl3SDNsV3M5cWF1b0JsZjczWmFWU1E1cTA4bHYxdktHNVFzejFYZHc2b0c2cjhSUzJ2NysvQmcwYXBFR0RCdFgwclFFQUFEeE8xNjVkZGZEZ1FWMTMzWFd1YmdwUWMwNGNMRXRhWGNnb2tVNTg3MWtKTEdheGVKenN2RE1xTmV6TFNneERoL0lLUEM2QmxXc0VLTHMwV01INWhZcHE1T3JXQUJmbm5EbVlBQUFBcUZSbVpxWTZkT2lnTm0zYXlNL1BUNFpoeUdReVZidXVLT0QyQWxwTHBucjJTU3lUbHhRUTVibzJBWmNnTXJDaDZwbGtsOFR5TXBrVUVkakFkWTF5Z0RyeG1pUThqc2Z2MWJ4Z3dRSkZSa2JLMzk5ZjBkSFIrdkxMTDZ1dHYyblRKa1ZIUjh2ZjMxOVJVVkZhdUhCaGxYV1hMVnNtazhtazMvLys5elhjYWdBQVVGZDgvUEhIMnI5L3YxYXZYcTBQUHZoQUgzNzRvVDc0NEFOWE53dTRPdVpycGY2emZ6MDNlVW4zcEhqVzdDdDRwQkJ6ZlUwYmNKMjhWQ0pKcW1lU1pnenE0Rkd6cjhwZmsyeWhrNHFwdDBjdGpPT2F0UEpiNVZyUE9qNTRYZC9Rb2VpTWxHUXVPNHJPdUxvMXRZNUh6OEJhdm55NXhvNGRxd1VMRnVpMjIyN1RxNisrcXY3OSsydnYzcjBLQzZ1WVhjN096dGFBQVFNMGN1Ukl2ZlBPTzlxOGViTVNFaExVdkhsekRSNDgySzd1NGNPSE5YNzhlUFhvMGNOWjNRRUFBQjRvUER6YzFVMEFIS1BqTUNsMWZObm5KN2RLZ2RlN3RqMjRNa1ZucEJtaFpaOG4vU2o1Tm5SSk15eldjNHBxN3B6MzNBYmZFcXplNi92cFVHbVFncDVZcmFqUUZrNko2eXpaZVdkMGY3ME5TdlorWFY0bVF5V0dTUk9MUitoUVhqZkhKT3JZMEtGR05QRDExcUdaZDdtNkdTN2wwVE93NXM2ZHErSERoMnZFaUJGcTE2NmRVbEpTMUtwVks3M3l5aXVWMWwrNGNLSEN3c0tVa3BLaWR1M2FhY1NJRVhyMDBVYzFaODRjdTNvbEpTWDZ3eC8rb0duVHBpa3FpbW5RQUFEZzBsbXRWajMyMkdPNjdycnIxSzVkTytYbTVycTZTWURqTlFsMWRRdFFDNjNZK1lQdGMrKzVtN1I4ZTQ3VFlvZVlUaWpHYTUrQ20vZzVKNkFUWithMDlyUGFrbGVTNUdVeU5NTjdzYUw4VHRWOE1PdFJHWlZ0NkdBOVd2T3g0UEU4Tm9GVlZGU2tuVHQzS2k0dXpxNDhMaTVPVzdac3FmU2E5UFQwQ3ZYNzl1MnJIVHQyNlB6NTg3YXk2ZE9ucTNuejVobytmSGpOTnh3QUFIaTBoSVFFN2Q2OVc3Tm56OWJodzRkMTltelpLeHRqeDQ3VjMvLytkeGUzRGtCdFVsQlVySWhuUDFIRXM1L28rNTkvY1ZpTW40eHI5RzFKdUE0Zk91Q1FHSlhKdFo3VjFOVjdiT2ZsdXdFNjVUVzNDNWhPZTk0UEdZTE9IN1VscjhwNW0wb1ZkTjRCci9lZE9DaFRWUnM2MUhWMS9YWEtLK0N4Q2F5OHZEeVZsSlFvS0NqSXJqd29LRWdXaTZYU2F5d1dTNlgxaTR1TGxaZVhKMG5hdkhtekZpOWVyRVdMRmwxeVd3b0xDNVdmbjI5M0FBQ0F1dW5UVHovVmdnVUxOR2pRSUhsNWVkbksrL1hycDdmZmZ0dUZMUU53dVJyNGVsZjYyVm1jTVVQcDYwOWVWYUNzNnVCMVdDM2ZqZFcyRlNrMUhxTXkxZTBHNkdoZXU1ZlpQdnUvRmlQdGVzdmhNWjBxb0xVTTAyOVNBWTdhWk1HWnNXcUQzNzVPNldtL3R4ek00UW1zTGwyNnFHdlhyaFdPOG5KSE01bE1kdWZsTy90Y1R2M3k4dE9uVCt1aGh4N1Nva1dMRkJnWWVNbHRTRTVPbHRsc3RoMnRXclc2akI0QUFBQlAwNmhSeFhWY3JyLytlaDA0NEx6WkRZREh1L0NWckx6dlhOMmFHbGMrUXlsWXh4MjJFUGRQUHh4VTE3MHo3RjQxNi9UTk5QMzB3OEVhaTFHVjh0MEFMK1NVM1FDdFIrVzc3bG5icWNrVnI3dzVlbWFPK1ZvVnhjMjBuUnFPM0dUaHY3SCsrOC9xc21SV1hkM1F3WHBVNG5YS3ErTHdCRmI1VGpxL1BSeTl3MDVnWUtDOHZMd3F6TFk2ZHV4WWhWbFc1WUtEZ3l1dDcrM3RyV2JObXVuZ3dZTTZkT2lRN3JubkhubDdlOHZiMjF0dnZmV1dWcTllTFc5dmJ4MDhXUGxmNUJNblRwVFZhclVkUjQ0Y3FabE9BZ0NBV21mQWdBRjY3NzMzS3BULzhzc3YxZjZRcmFZNVlxZm1GU3RXcUgzNzl2THo4MVA3OXUyMWF0V3FxNDZMbXZIVER3ZjE3ZVovT1NYeDREWThmS1pEK1VMY20vMUc2MzNmRjdYWmI3UUcxL3U4Um1jby9YeDRiNld2bXVVZC9yOGFpMUdWRUhOOVRSdDRvKzNjYWJzQnV1cVZOeWYvZmkyNWFhanQ4N25IdGpoMFVmVi9GdmZTYllWLzE5Q2k1M1RidWI5cmVVa3ZoOFZ5YXljT2xpV3RMc1RybEpmRjRRbXM4UEJ3MjJHeFdMUjU4MmFGaDRlclNaTW1kdFBtYTVxdnI2K2lvNk9WbHBabVY1NldscWJ1M2J0WGVrMU1URXlGK3V2V3JWUG56cDNsNCtPanRtM2JhdmZ1M2NyS3lySWRBd2NPMUIxMzNLR3NyS3dxWjFiNStmbXBTWk1tZGdjQUFLaWJrcE9UdFdEQkFrMmJOczAyTS96czJiT2FQbjI2T25YcTVKUTJsTy9VUEhueVpHVm1acXBIang3cTM3Ky9jbklxZi8yb2ZLZm1IajE2S0RNelU1TW1UZExvMGFPMVlzVUtXNTMwOUhRTkdUSkU4Zkh4K3ZycnJ4VWZINjhISG5oQVc3ZHV2ZUs0VG1VOUttVi80ZlNmaERzanNaUytmTFlDRjBXclE5cERDbHdVN2JSWHdGeXFEc3gwY01aQzNNM0QyNnZFc0Urc0Z4djFGQmpldHNaaVZHZHdkRXZiNS9XSnNSclNwZUpPOGpYT0ZhKzh1WGloYzZOeGlNUHVuV3M5cTZtcEIvU2ptaXVqdEwxK05KcTVaQzB6dDhEcmxGZk5hV3RnSlNVbDZjVVhYMVJTVXBJa3FhQ2dRRU9IRHEzK29xdVVtSmlvMTE5L1hVdVdMTkcrZmZzMGJ0dzQ1ZVRrYU5Tb1VaTEtaa1k5L1BDdm1lWlJvMGJwOE9IRFNreE0xTDU5KzdSa3lSSXRYcnhZNDhlWGJmL3I3Kyt2RGgwNjJCM1hYSE9OR2pkdXJBNGRPc2pYMTllaC9RRUFBTFZmcTFhdHRIbnpabjMxMVZjcUtDaFExNjVkMWJScFUzMzU1WmVhTld1V1U5cmdpSjJhVTFKUzFLZFBIMDJjT0ZGdDI3YlZ4SWtUZGVlZGR5b2xKZVdLNHpyTnRrWFMzOXBMYjk0anBYUncya3lkOUEvbU9qeXg1TXBYd0NRcDF3alFscEwyeXJXZWMwbzhtem93MDhFWkMzRUh0V3l0YmUwbnFkZ28rMmRqc1ZGUHUyNmVxcUNXcldzc1JyV0t6dWlRL3pBZDhoK200UG9sem9scHZsYW0vck4vUFhmazYzWGxQSGloYzFldVplWjJuUG5xcG9keVdnTHJvNDgrMHNjZmY2eUdEUnRLa3E2OTlscUhMMlkrWk1nUXBhU2thUHIwNmVyWXNhTysrT0lMcGFhbUtqdzhYSktVbTV0cjl4Ty95TWhJcGFhbWF1UEdqZXJZc2FPZWYvNTV6WnMzVDRNSEQzWm9Pd0VBVjhmaTdIOFlBVmZwdXV1dVUxcGFtZzRkT3FRbFM1Ym9vNDgrMHY3OSs5VzVjMmVIeDNiVVRzMVYxU20vNTVYRWRRb1h6ZFQ1NlllRDZ2cnRkSWNubGx6NUN0amJXMy9RYllYek5PejhjN3B0Ym9aREZoaXZVa0JybGY3bW56cWxwbnFlTmRNaG9MWGtoTmtjdjd2cmNSMVhFKzBwQ2RQUlAyeFUxOEZqYS9UK2JxbmpzRjgvUDduVm9hL1hTZkxvbVRrdVc4dk1UWlhjTk5TMnEyZk9neHNjLzN2THd6Z3RnZVhuNXlmcDEwWFNUNTA2cFhyMUhCOCtJU0ZCaHc0ZFVtRmhvWGJ1M0ttZVBYdmF2bHU2ZEtrMmJ0eG9WejgyTmxhN2R1MVNZV0doc3JPemJiTzFxckowNlZKOTlORkhEbWc1QUtBNnp0aDVDWEMwc0xBdzNYUFBQZXJYcjUrYU5tM3FsSmlPMnFtNXFqcmw5N3lTdUpJVGRuTjIwVXdkWnlXV1hQVUtXUGxyUStWSnBGSkRUbjF0S0ZjQm1uUit1TjNNb1VsRkk1U3JBS2ZFZHdyenRaSVRaZ28xOFBWV2tPbVVidlRLVVhqRWRUVjY3OHRoT3Azcm1zQk5RaDBmdzN5dE10cE90UHY5dXEzRFh4dzdNOGUzb1NMT3ZhZUljKzlKdmcwZEZpYkVYRi9UQmx3bkw1WE5vSFBhV21adWFrV21SVEdGODNYMytXVGQ4Y1lQbHpkK3ZYQmppcUl6am11a0czUGFYcTlQUFBHRWhnd1pvcnk4UEwzd3dndGF2bnk1bm5ubUdXZUZCd0I0a1BLZGw4cVYvOE9vNXczTjYreUFDTGhjTmJsVDgrWGM4M0xqSmljbmE5cTBhVlYrZjlYS1o3RmNtTVJ5d3N5SDhzVFNoVWtzUnlTV2dscTIxcmFiazlUcG0ybnlOcFhhWGdIcjZ1Qlh3S3A3YmNnWmYwOW41NTNSc3BJN3RMSGtaa1hVKzBtSFNvTmtVVFBkNjZUNFR0TjFwTlJtUUZuQ05TREs0MTVGOHRxOXpQYlovN1VZNlo2L2UrU01sVnpyV2YwaDYwYTFNUDV1Ky8zNjg0NUFmZFg3ck1OK3Z6Ync5ZGFobVhjNTVONi9OZmlXWVBWZTMwK0hTb01VOU1ScVJZVzJjRXBjZDFOVllwL3g2NlZ6V2dMcmtVY2VVYmR1M2ZUWlo1L0pNQXd0VzdaTU45NTQ0OFV2QkFEZ04xejlEeU9nTm5QRVRzM1YxU20vNTVYRWxjcldMRTFNVExTZDUrZm5WN2x4emhVeFgxdjJqK0ovalMyYmVlV2tOVW1DV3JaV2VvZS9xTXUzenpzOHNkUjE4Rmo5MU8wZTVSMytQd1dHdDNWNDhrcjY5YldoQy8rdWR1WnJRK1h4TFVZeldVcWJPVDIrVTVtdmRmaE1IU1ZaSFhmL3FsaVB5bS9kczdaVFUvbnJ2YTN2OUxoRVhmbTR4cUpmZjcvS3c4WTFJYVlUQ3ZFNm9ZSW1mcTV1aXNzd2ZyMTZEbitITHpVMTFYWmtaMmNyS2lwS3JWdTMxdUhEaDVXYW11cm84QUFBRDhSNkN2QVV1M2J0VWxGUmtWTmpPbUtuNXVycWxOL3pTdUpLVHRyTnVkUEQrbW40ZG4zYjUxMzlOSHk3MDJaNHhQeHZvbzZQM0tFOWZkN1Q4WkU3SExxMlVGREwxcnJ4dHJ1Y3R2aDJpTG0ra2dmZEpLLy96cTd6TXBtYyt0cFFpTG0rcGczODlZZmxkZjIxcFZxcERpekVYNDV4VGQzQWM3NTZEcCtCOWNFSEgwZ3ErK25hbGkxYmRPZWRkOG93REczWXNFR3hzYkVhTUdDQW81c0FBUEF3NWY4d21mSngyV3VFL01NRXRWV1hMbDIwYjk4KzNYREREVTZObTVpWXFQajRlSFh1M0ZreE1URjY3YlhYS3V6VWZQVG9VYjMxVnRsdWZLTkdqZEw4K2ZPVm1KaW9rU05IS2owOVhZc1hMOWI3Nzc5dnUrZVlNV1BVczJkUHpabzFTL2ZlZTY4Ky92aGpyVisvWGw5OTlkVWx4M1dWdDlNUGFjckgveWZKcEhxbS8xUHlJQjhONlJMbWxOaEJMVnM3YjBjM0p4dlNKVXc5YjJpdVEza0ZpZ2hzNFBTL28rTmpJdFM3ZlpETDR1TXF1ZWoxWGxjb1h5Y3E2WlA5S3BFWDR4b1B4ZmoxNmprOGdmWEdHMjlJa3U2NTV4N3QyN2RQd2NIQmtzb1crbnppaVNjY0hSNEE0S0VHUjdlMERRRFdKOFlxcW5rakY3Y0l1SHpsNjBnNTI1QWhRM1Q4K0hGTm56NWR1Ym01NnRDaHd5WHQxRHh1M0RpOS9QTExDZzBOcmJCVGMvZnUzYlZzMlRJOTk5eHptakpsaWxxM2JxM2x5NWVyVzdkdWx4elhGVmhUejdGQ3pQVmQrdXZvNnZpNEN1V0wxS2VPTHp0MzB1dTlyaks0VzJ0TitlU0FKTThiMXpUdzlhNzBjMTNFK1BYcU9PMTN6OEdEQjlXOGVYUGJlYk5temJSLy8zNW5oUWNBZUxCZ3M3K3Jtd0RVT2drSkNVcElTS2owdTZWTGwxWW9LOStwdVRyMzMzKy83ci8vL2l1TzZ3cXNTUUs0c1k3RGZrMWdQYmxWQ3J6ZU9YRmR0ZTdYZnpHdXFSdDR6cGZQYVFtc3dZTUhxM3YzN3JydnZ2dGtNcG0wYXRXcWl3NXdBQUFBQUVkeTlXTGpBQzVSazFCWHR3Q0Fpemt0Z2ZYODg4OXI0TUNCMnJKbGl3ekQwRC8rOFE5MTZkTEZXZUVCQUFDQUNsaVRCSUE3YU9EcnJVTXo3M0oxTXh6RHhUUGEzSWxIUDJjbmNPb0xxSzFhdFZKVVZKUk1KcFBDd3B5ek1DWUFBQUJRSFJiN0J0d1VpUThBRjZqbnJFRHZ2ZmVlYnIvOWRuM3l5U2RhdlhxMWV2VG9vV1hMbGprclBBQUFBRkNsRUhOOXhiUnVSdklLQUFBMzViUVpXTE5temRMMjdkdlZ0R2xUU2RMSmt5ZlZxMWN2RFIwNjFGbE5BQUFBQUFBQVFDM2t0QmxZcGFXbGF0VG8xeTBpR3pWcXBOTFNVbWVGQjRBNnkySTk1K29tQUtqQzFLbFRGUmdZNk9wbUFBQUF1RDJuemNCNjZLR0gxTDE3ZHcwZVBGaUdZV2pseXBXS2o0OTNWbmdBcUZOVzdQekI5cm4zM0UxS0huU1RoblJoN2NFclZWQlVyUFovV1N0SjJqdTlyeHI0T25VSlNYaXdxVk9udXJvSkFBQUF0WUxUUnVEUFBQT01ldmZ1cmErKytrb21rMG12dnZxcU9uWHE1S3p3QUZCbjVGclBhdXJxUGJielVrT2F0UEpiOWJ5aE9XdTdBQUFBQUtpVm5KYkFPbmp3b041KysyMGRPblJJSlNVbFdyOSt2U1JwOWVyVnptb0NBTlFKMlhsblZHcllsNVVZaGc3bEZaREFBZ0FBQUZBck9TMkI5ZnZmLzE1UFBmV1VoZ3dab25yMW5MYjBGZ0RVT1pHQkRWWFBKTHNrbHBmSnBJakFCcTVyRkFBQUFBQmNCYWNsc0JvMmJLakhIMy9jV2VFQW9NNEtNZGZYdElFM2FzckhaYThSMWpOSk13WjFZUFlWNEdhS2k0dmw3YzE2YWdBQUFKZkNhVk9oSms2Y3FHZWVlVVpwYVduNjRvc3ZiQWNBb09ZTmptNXArN3crTVpZRjNBRTMxTFZyVjl2bmhJUUVGN1lFQUFEQS9UbnR4MzVyMTY3VnhvMGJkZURBQWRzcmhDYVRTVDE3OW5SV0V3Q2dUZ28yKzd1NkNRQXFZUmkvdnVlYmtaSGh3cFlBQUFDNFA2Y2xzRFp0MnFROWUvYklaREk1S3lRQUFJRGJZa3dFQUFCdzZaeVd3T3JhdGFzT0hqeW82NjY3emxraEFRQUEzTlkzMzN5akZpMWF5REFNblRwMXl2WlpLa3R1SFR0MnpNVXRCQUFBY0I5T1MyQmxabWFxUTRjT2F0T21qZno4L0dRWWhrd21rN1p0Mithc0pnQUFBTGlONHVKaVZ6Y0JBQURVUnZrL1NvSFh1N29WVGxlakNheTFhOWVxVDU4K3RqV3VMdlR4eHgvWFpDZ0FBSUJhN2ZEaHc3cm1tbXRrTnBzbFNldlhyOWZxMWFzVkVSR2hKNTk4VW41K2ZpNXVJUUFBY0J0WjcvMzYrZVd1MGoxL2x6bzk3THIydUVDTjdrSTRZTUFBNWVYbFZmcGRlSGg0cFFjQUFFQmQ5TC8vKzc4NmMrYU1KR25IamgxNjRJRUhGQllXcHQyN2Qrdnh4eDkzY2VzQUFJRGJzQjZWUHAzdzY3bFJLdjFyYkZsNUhWS2pNN0F1M0UwSEFBQUFWVHQzN3B4Q1EwTWxTZSs4ODQ0ZWUrd3hqUjgvWG9aaDZPYWJiM1p4NndBQWdOczRjYkFzYVhVaG8wUTY4YjFrdnRZMWJYS0JHcDJCQlFBQWdFdGpHSWJ0aDM5cGFXbnEwNmVQSkhZbkJBQUF2eEhRV2pMOUpuMWo4cElDb2x6VEhoZXA4UVRXL1BuenRYYnQyaXBmSlFRQUFJRDB3QU1QcUUrZlB2cmYvLzFmZVhsNTZZNDc3cEFrZmYvOTkycmN1TEdMV3djQUFOeUcrVnFwLyt4ZnowMWUwajBwZFdyMmxlU0FYUWhmZWVVVnZmRENDektaVExyMjJtdlZxVk1uUlVkSHExT25UdXJVcVpOQ1FrSnFPaVFBQUVDdE0yWEtGUFh1M1ZzV2k4VnVFNXppNG1MTm56L2Z4YTBEQUFCdXBlTXdLWFY4MmVjbnQ3SUxZVTNZczJlUGlvdUxsWm1acVYyN2RtblhybDE2L2ZYWGRlVElFWmxNSmdVRkJlbkhIMytzNmJBQUFBQzF5cmx6NTdSMTYxWWRPSEJBeDQ0ZDAvRGh3K1h0N2EwYmJyakIxVTBEY0NYcTZMYjJBRnlnU2FpclcrQVNOWnJBS2wreklUUTBWS0dob2JycnJydHMzNTA0Y1VJN2R1eFFWbFpXVFlZRUFBQ29sZjc0eHovS3g4ZEhQWHIwMEtlZmZxcTllL2ZxNzMvL3U2dWJCZUJ5c0swOUFEaU4wM1loREFnSVVGeGNuT0xpNG1veUpBQUFRSzIwZCs5ZTdkNjlXNUkwZlBod2RlM2ExY1V0QW5CWnF0cld2dldkZFc1ZEdnQndoaHBkeFAzVFR6K1YyV3l1eVZzQ0FBQjRKQjhmSDl0bmIrOGFYOVVCZ0tOVnQ2MDlBS0RHMWVob3FXL2Z2alY1T3dBQUFJLzF6VGZmcUVXTEZwTEtackdmT25WS0xWcTBrR0VZTXBsTU9uYnNtSXRiQ0tCYTVkdmFYNWpFcW9QYjJnT0FzL0RqUGdCQWpTZ29LbGI3djZ5VkpPMmQzbGNOZlBsZkRGQ2Q0dUppVnpjQndOVW8zOWErZkZld09ycXRQUUE0UzQyK1FnZ0FnTE0wOFBYV29abDM2ZERNdTBpV29WYXhXcTE2N0xISGROMTExNmxkdTNiS3pjMTFkWk1BWEttT3czNzkvT1JXRm5BSEFBZHllQUpyMTY1ZEtpb3FjblFZQUFDQVdpRWhJVUc3ZCsvVzdObXpkZmp3WVowOWUxYVNOSGJzV0tmc1Fuank1RW5GeDhmTGJEYkxiRFlyUGo1ZXAwNmRxdllhd3pDVWxKU2swTkJRMWE5Zlg3MTY5ZEtlUFh2czZoUVdGdXJwcDU5V1lHQ2dHalpzcUlFREIrcUhIMzZ3cXhNUkVTR1R5V1IzUFB2c3N6WGRSY0ExNnVpMjlnRGdMQTVQWUhYcDBrV0hEaDF5ZEJnQUFJQmE0ZE5QUDlXQ0JRczBhTkFnZVhsNTJjcjc5ZXVudDk5KzIrSHhodzBicHF5c0xLMVpzMFpyMXF4UlZsYVc0dVBqcTcxbTl1elptanQzcnViUG42L3QyN2NyT0RoWWZmcjAwZW5UcDIxMXhvNGRxMVdyVm1uWnNtWDY2cXV2OU1zdnYranV1KzlXU1VtSjNiMm1UNSt1M054YzIvSGNjODg1cEo4QUFNQ3pPUHlkQzhNd0hCMENBQUNnVm1uVXFGR0ZzdXV2djE0SERoeHdhTng5Ky9acHpabzF5c2pJVUxkdTNTUkppeFl0VWt4TWpQYnYzNjgyYmRwVXVNWXdES1drcEdqeTVNa2FOR2lRSk9uTk45OVVVRkNRM252dlBUMysrT095V3ExYXZIaXgzbjc3YmZYdTNWdVM5TTQ3NzZoVnExWmF2MzY5M1VZL2pSczNWbkJ3c0VQN0NRQUFQQTlyWUFFQUFEalJnQUVEOU41NzcxVW8vK1dYWDJReW1Sd2FPejA5WFdhejJaYThrcVJiYjcxVlpyTlpXN1pzcWZTYTdPeHNXU3dXeGNYRjJjcjgvUHdVR3h0cnUyYm56cDA2Zi82OFhaM1EwRkIxNk5DaHduMW56WnFsWnMyYXFXUEhqbnJ4eFJjdnV0UkVZV0doOHZQejdRNEFBRkQzZUh3Q2E4R0NCWXFNakpTL3Y3K2lvNlAxNVpkZlZsdC8wNlpOaW82T2xyKy92Nktpb3JSdzRVSzc3eGN0V3FRZVBYcW9hZE9tYXRxMHFYcjM3cTF0MjdZNXNnc0FBTUNESkNjbmE4R0NCWm8yYlpvTXc1REpaTkxaczJjMWZmcDBkZXJVeWFHeExSYUxXclJvVWFHOFJZc1dzbGdzVlY0alNVRkJRWGJsUVVGQnR1OHNGb3Q4ZlgzVnRHblRLdXRJMHBneFk3UnMyVEp0MkxCQlR6MzFsRkpTVXBTUWtGQnRtNU9UazIzcmRabk5aclZxMWVyaUhRVUFBQjdIb3hOWXk1Y3YxOWl4WXpWNThtUmxabWFxUjQ4ZTZ0Ky92M0p5Y2lxdG41MmRyUUVEQnFoSGp4N0t6TXpVcEVtVE5IcjBhSzFZc2NKV1orUEdqWHJ3d1FlMVljTUdwYWVuS3l3c1RIRnhjVHA2OUtpenVnVUFBR3F4VnExYWFmUG16ZnJxcTY5VVVGQ2dybDI3cW1uVHB2cnl5eTgxYTlhc0s3cG5VbEpTaGNYUmYzdnMyTEZEa2lxZDVWV2VTS3ZPYjcrL2xHdCtXMmZjdUhHS2pZM1Z6VGZmckJFalJtamh3b1ZhdkhpeGpoOC9YdVU5Sms2Y0tLdlZhanVPSERsU2JVd0FBT0NaUEhyZjhibHo1MnI0OE9FYU1XS0VKQ2tsSlVWcjE2N1ZLNis4b3VUazVBcjFGeTVjcUxDd01LV2twRWlTMnJWcnB4MDdkbWpPbkRrYVBIaXdKT25kZDkrMXUyYlJva1g2OE1NUDlkbG5uK25oaDlrMkZ3QUFYTngxMTEybnRMUTA1ZVRrNk91dnY1YVBqNCs2ZGV0V1lRYlRwWHJxcWFjMGRPalFhdXRFUkVUb20yKyswVTgvL1ZUaHU1OS8vcm5DREt0eTVldFZXU3dXaFlTRTJNcVBIVHRtdXlZNE9GaEZSVVU2ZWZLa1hSK09IVHVtN3QyN1Y5bW1XMis5VlpKMDRNQUJOV3ZXck5JNmZuNSs4dlB6cTdadkFBREE4M2xzQXF1b3FFZzdkKzZzc0RWelhGeGNsV3M4cEtlbjI2M2RJRWw5Ky9iVjRzV0xkZjc4ZWZuNCtGUzRwcUNnUU9mUG4xZEFRRUROTlI0QUFOUUpZV0ZoQ2dzTHUrcjdCQVlHS2pBdzhLTDFZbUppWkxWYXRXM2JOblh0MmxXU3RIWHJWbG10MWlvVFRaR1JrUW9PRGxaYVdwcHV1ZVVXU1dYanJFMmJOdGxtakVWSFI4dkh4MGRwYVdsNjRJRUhKRW01dWJuNjl0dHZOWHYyN0NyYms1bVpLVWwyaVRFQUFJREtlR3dDS3k4dlR5VWxKZFd1MS9CYkZvdWwwdnJGeGNYS3k4dXJkSEQxN0xQUDZ0cHJyN1h0dUZPWndzSkNGUllXMnM1WmZCUUFBTGhDdTNidDFLOWZQNDBjT1ZLdnZ2cXFKT214eHg3VDNYZmZiYmNEWWR1MmJaV2NuS3o3N3J0UEpwTkpZOGVPMVl3Wk0zVDk5ZGZyK3V1djE0d1pNOVNnUVFNTkd6Wk1rbVEybXpWOCtIRDk2VTkvVXJObXpSUVFFS0R4NDhmcnBwdHVzbzJSMHRQVGxaR1JvVHZ1dUVObXMxbmJ0Mi9YdUhIak5IRGd3QnBKNGdFQUFNL204QVRXMUtsVEwra25nbzV5dWVzMVZGYS9zbkpKbWoxN3R0NS8vMzF0M0xoUi92NytWZDR6T1RsWjA2Wk51NXhtQXdBQU9NUzc3NzZyMGFOSDIyYWREeHc0VVBQbno3ZXJzMy8vZmxtdFZ0djVoQWtUZFBic1dTVWtKT2preVpQcTFxMmIxcTFicDhhTkc5dnEvTzF2ZjVPM3Q3Y2VlT0FCblQxN1ZuZmVlYWVXTGwwcUx5OHZTV1d2QWk1ZnZselRwazFUWVdHaHdzUEROWExrU0UyWU1NRUp2UVlBQUxXZFV4SllyaEFZR0Nndkw2OEtzNjB1WEsvaHQ0S0RneXV0NyszdFhXRmRoamx6NW1qR2pCbGF2MzY5YnI3NTVtcmJNbkhpUkNVbUp0ck84L1B6MlVFSEFBQzRSRUJBZ041NTU1MXE2NVQvQUsrY3lXUlNVbEtTa3BLU3FyekczOTlmLy9qSFAvU1BmL3lqMHU4N2RlcWtqSXlNeTI0dkFBQ0E1TUc3RVByNitpbzZPbHBwYVdsMjVXbHBhVld1OFJBVEUxT2gvcnAxNjlTNWMyZTc5YTllZXVrbFBmLzg4MXF6Wm8wNmQrNTgwYmI0K2ZtcFNaTW1kZ2NBQUFBQUFBQXVqY2Ntc0NRcE1URlJyNy8rdXBZc1dhSjkrL1pwM0xoeHlzbkowYWhSb3lTVnpZeTZjT2ZBVWFORzZmRGh3MHBNVE5TK2ZmdTBaTWtTTFY2OFdPUEhqN2ZWbVQxN3RwNTc3amt0V2JKRUVSRVJzbGdzc2xncyt1V1hYNXplUHdDWHBxQ29XQkhQZnFLSVp6OVJRVkd4cTVzREFBQUFBTGhNSHJ1SXV5UU5HVEpFeDQ4ZjEvVHAwNVdibTZzT0hUb29OVFZWNGVIaGtzcDJ4OG5KeWJIVmo0eU1WR3BxcXNhTkc2ZVhYMzVab2FHaG1qZHZuZ1lQSG15cnMyREJBaFVWRmVuKysrKzNpelYxNnRScXA5VURBQUFBQUFCY0VkK0dVcEwxNHZVOG1NTVRXTVhGeGZMMmRsMmVMQ0VoUVFrSkNaVit0M1RwMGdwbHNiR3gyclZyVjVYM08zVG9VQTIxREFBQUFBQUFBSmZDNGE4UWR1M2ExZmE1cWtRU0FBQUFBQUFBVUJXSEo3QXUzTVdHbldjQUFBQUFBQUJ3dVJ5ZXdES1pUSTRPQVFBQUFBQUFBQS9tOE1XcHZ2bm1HN1ZvMFVLR1llalVxVk8yejFKWmN1dllzV09PYmdJQUFBQUFBQUJxTWFjczRnNEFBQUFBQUFCY0tZZS9Rbmo0OEdGWnJiOXU5YmgrL1hxTkhqMWFjK2ZPVldGaG9hUERBd0FBQUFBQW9KWnplQUxyZi8vM2YzWG16QmxKMG80ZE8vVEFBdzhvTEN4TXUzZnYxdU9QUCs3bzhBQUFBQUFBQUtqbEhQNEs0Ymx6NXhRYUdpcEpldWVkZC9UWVk0OXAvUGp4TWd4RE45OThzNlBEQTBDZDFNRFhXNGRtM3VYcVpnQUFBQUJBalhENERDekRNR3lMdHFlbHBhbFBuejZTMkowUVFOMVFVRlNzaUdjL1VjU3puNmlnaURVQkFRQUFBT0JLT0h3RzFnTVBQS0ErZmZxb2FkT204dkx5MGgxMzNDRkordjc3NzlXNGNXTkhod2NBT3hick9VVTFiK1RxWmdBQUFBQUFMb1BERTFoVHBreFI3OTY5WmJGWTFLZFBIOVdyVnpicHE3aTRXUFBuejNkMGVBRFFpcDAvMkQ3M25ydEp5WU51MHBBdVlTNXNFUUFBQUFEZ2NqajhGY0p6NTg1cDY5YXQrdXl6ei9UdXUrK3F1TGpzRlpvYmJyaEJuVHAxY25SNEFIVmNydldzcHE3ZVl6c3ZOYVJKSzc5VnJ2V3NDMXZsK1N6V2M2NXVBZ0FBQUFBUDR2QUUxaC8vK0VmdDJMRkROOTEwa3o3OTlGUDk2VTkvY25SSUFMREp6anVqVXNPK3JNUXdkQ2l2d0RVTjhtQy9uZW0yZkh1T0Mxc0RBQUNBT3NsNlZNcitvdXkvOENnT2Y0Vnc3OTY5MnIxN3R5UnArUERoNnRxMXE2TkRBb0JOWkdCRDFUUEpMb25sWlRJcElyQ0I2eHJsZ2FxYTZkYnpodVlLTWRkM1ljc0FBQUJRWit4NlMvclhHTWtvbFV6MXBIditMblY2Mk5XdFFnMXgrQXdzSHg4ZjIyZHZiNGZueXdEQVRvaTV2cVlOdk5GMlhzOGt6UmpVZ2FSS0RXT21Hd0FBQUZ6S2V2VFg1SlZVOXQ5L2pXVW1sZ2VwMFFUVzJyVnJWVnBhYWxmMnpUZmZxRVdMRm1yUm9vV2FOMit1M2J0MzJ6NjNhTkdpSnNNRFFLVUdSN2UwZlY2ZkdNc0M3ZzVRUHRQdFFzeDBBd0FBZ05PY09QaHI4cXFjVVNLZCtONDE3VUdOcTlFcFVRTUdERkJ1YnE1ZFlxcDgwWFlBY0FmQlpuOVhOOEVqbGM5MG0vSngyV3VFekhRREFBQ0FVd1cwTG50dDhNSWtsc2xMQ29oeVhadFFvMnAwQnBaaEdCZXZCRnloZ3FKaVJUejdpU0tlL1VRRlJTUkdBWGZEVERjQUFBQzRqUG5hc2pXdlRGNWw1eVl2Nlo2VXNuSjRCQmFsQWdEVU9HYTZBUUFBd09rNlBTeTF2clBzdGNHQUtKSlhIcWJHRjNHZlAzKysxcTVkcTd5OHZKcStOUUFBQUFBQVFOWE0xMHFSUFVoZWVhQWFuNEgxeWl1djZJVVhYcERKWk5LMTExNnJUcDA2S1RvNldwMDZkVktuVHAwVUVoSlMweUVCQUFBQUFBRGd3V284Z2JWbnp4NFZGeGNyTXpOVHUzYnQwcTVkdS9UNjY2L3J5SkVqTXBsTUNnb0swbzgvL2xqVFlRRUFBQUFBQU9DaGFqU0JaVEtWN2FFZUdocXEwTkJRM1hYWFhiYnZUcHc0b1IwN2RpZ3JLNnNtUXdJQUFCZXhXTThwcW5ralZ6Y0RBQUFBZFlEVGRpRU1DQWhRWEZ5Y0preVlVSk1oNFFiWUhSQUE2bzRWTzMrd2ZlNDlkNU9XYjg5eFlXc0FBQUJRbzZ4SHBld3Z5djdyWm1vMGdmWHBwNS9LYkRiWDVDMEJ3R05Zck9kYzNRVGdxdVJhejJycTZqMjI4MUpEbXJUeVcrVmF6N3F3VmJoY0owK2VWSHg4dk14bXM4eG1zK0xqNDNYcTFLbHFyekVNUTBsSlNRb05EVlg5K3ZYVnExY3Y3ZG16eDY3T2E2KzlwbDY5ZXFsSmt5WXltVXlWM3ZOS1lnTUFBQ2ZaOVphVTBrRjY4NTZ5Lys1Nnk5VXRzbE9qQ2F5K2Zmdkt6OCt2Sm04SkFMVWFzMVhnU2JMenpxajBONU90U3d4RGgvSUtYTk1nWEpGaHc0WXBLeXRMYTlhczBabzFhNVNWbGFYNCtQaHFyNWs5ZTdibXpwMnIrZlBuYS92MjdRb09EbGFmUG4xMCt2UnBXNTJDZ2dMMTY5ZFBreVpOcXRIWUFBREFDYXhIcFgrTmtZelNzbk9qVlByWFdMZWFpVlhqaTdnREFNcFVOVnVsNXczTkZXS3U3OEtXQVZjbU1yQ2g2cGxrbDhUeU1wa1VFZGpBZFkzQ1pkbTNiNS9XckZtampJd01kZXZXVFpLMGFORWl4Y1RFYVAvKy9XclRwazJGYXd6RFVFcEtpaVpQbnF4Qmd3WkprdDU4ODAwRkJRWHB2ZmZlMCtPUFB5NUpHanQyckNScDQ4YU5OUlliY0h1K0RhVWtxNnRiQVFCWDc4VEJYNU5YNVl3UzZjVDNrdmxhMTdUcE4ycDBCaFlBdUtNR3Z0NDZOUE11SFpwNWx4cjRPaTl2ejJ3VmVKb1FjMzFORzNpajdieWVTWm94cUFNSjJWb2tQVDFkWnJQWmxrQ1NwRnR2dlZWbXMxbGJ0bXlwOUpyczdHeFpMQmJGeGNYWnl2ejgvQlFiRzF2bE5UVVZXNUlLQ3d1Vm41OXZkd0FBZ0JvVzBGb3kvU1pGWlBLU0FxSmMwNTVLa01BQ0FBY3BuNjF5SVdhcjFINTFmUzJ6d2RFdGJaL1hKOFpxU0pjd0Y3WUdsOHRpc2FoRml4WVZ5bHUwYUNHTHhWTGxOWklVRkJSa1Z4NFVGRlRsTlRVVlc1S1NrNU50YTJhWnpXYTFhdFhxa21NQ0FJQkxaTDVXdXVmdlpVa3JxZXkvOTZTNHpld3JpUVFXY0ZHdW1yMkQyby9aS3A2RHRjd3FGMnoyZDNVVDhGOUpTVWt5bVV6VkhqdDI3SkFrbVV5bUN0Y2JobEZwK1lWKysvMmxYSE94ZTF6S2ZTWk9uQ2lyMVdvN2podzVjbGt4QVFEQUplcjBzRFIydC9USGY1Zjl0OVBEcm02UkhmNDFEZ0FPTkRpNnBhWjhYTFlPMXZyRVdFVTFiK1RpRnVGeXNaWVphb09ubm5wS1E0Y09yYlpPUkVTRXZ2bm1HLzMwMDA4VnZ2djU1NThyekxBcUZ4d2NMS2xzQmxWSVNJaXQvTml4WTFWZVU5VjlMamUyVlBhNklwc0VBUURnSk9acjNXclcxWVZJWUFHQWt6QmJwWGFxYmkwekVsaHdGNEdCZ1FvTURMeG92WmlZR0ZtdFZtM2J0azFkdTNhVkpHM2R1bFZXcTFYZHUzZXY5SnJJeUVnRkJ3Y3JMUzFOdDl4eWl5U3BxS2hJbXpadDBxeFpzeTY1alZjU0d3QUFvQnl2RUFJQVVBM1dNb01uYWRldW5mcjE2NmVSSTBjcUl5TkRHUmtaR2pseXBPNisrMjY3WFFEYnRtMnJWYXRXU1NwNzdXL3MyTEdhTVdPR1ZxMWFwVysvL1ZhUFBQS0lHalJvb0dIRGh0bXVzVmdzeXNySzBvRURCeVJKdTNmdlZsWldsazZjT0hGWnNRRUFBQ3BEQWdzQWdHcXdsaGs4emJ2dnZxdWJicnBKY1hGeGlvdUwwODAzMzZ5MzMzN2JyczcrL2Z0bHRWcHQ1eE1tVE5EWXNXT1ZrSkNnenAwNzYralJvMXEzYnAwYU4yNXNxN053NFVMZGNzc3RHamx5cENTcFo4K2V1dVdXVzdSNjllckxpZzBBQUZBWlhpRUVBT0FpV01zTW5pUWdJRUR2dlBOT3RYVU13LzY5V1pQSnBLU2tKQ1VsSlZWNXpjVyt2OVRZQUFBQWxXRUdGZ0FBbDRHMXpBQUFBQURuSTRFRkFBQUFBQUFBdDBZQ0N3QUFBQUFBQUc2TkJCWUFBQUFBQUFEY21zY25zQllzV0tESXlFajUrL3NyT2pwYVgzNzVaYlgxTjIzYXBPam9hUG43K3lzcUtrb0xGeTZzVUdmRmloVnEzNzY5L1B6ODFMNTllOXMyMHdBQUFBQUFBS2g1SHAzQVdyNTh1Y2FPSGF2Smt5Y3JNek5UUFhyMFVQLysvWldUazFOcC9lenNiQTBZTUVBOWV2UlFabWFtSmsyYXBOR2pSMnZGaWhXMk91bnA2Um95WklqaTQrUDE5ZGRmS3o0K1hnODg4SUMyYnQzcXJHNEJIcVdncUZnUnozNmlpR2MvVVVGUnNhdWJBd0FBQUFCd1F4NmR3Sm83ZDY2R0R4K3VFU05HcUYyN2RrcEpTVkdyVnEzMHlpdXZWRnAvNGNLRkNnc0xVMHBLaXRxMWE2Y1JJMGJvMFVjZjFadzVjMngxVWxKUzFLZFBIMDJjT0ZGdDI3YlZ4SWtUZGVlZGR5b2xKY1ZKdlFJQUFBQUFBS2hiUERhQlZWUlVwSjA3ZHlvdUxzNnVQQzR1VGx1MmJLbjBtdlQwOUFyMSsvYnRxeDA3ZHVqOCtmUFYxcW5xbmdBQUFBQUFBTGc2M3E1dWdLUGs1ZVdwcEtSRVFVRkJkdVZCUVVHeVdDeVZYbU94V0NxdFgxeGNyTHk4UElXRWhGUlpwNnA3U2xKaFlhRUtDd3R0NS9uNStaZmJIUUFBQUFBQWdEckxZMmRnbFRPWlRIYm5obUZVS0x0WS9kK1dYKzQ5azVPVFpUYWJiVWVyVnEwdXVmMm9uTVY2enRWTkFBQUFBQUFBVHVLeENhekF3RUI1ZVhsVm1CbDE3Tml4Q2pPb3lnVUhCMWRhMzl2Ylc4MmFOYXUyVGxYM2xLU0pFeWZLYXJYYWppTkhqbHhKbCtxOEZUdC9zSDN1UFhlVGxtK3ZmREYrQUs3UndOZGJoMmJlcFVNejcxSURYNCtkNEFzQUFBREFCVHcyZ2VYcjY2dm82R2lscGFYWmxhZWxwYWw3OSs2VlhoTVRFMU9oL3JwMTY5UzVjMmY1K1BoVVc2ZXFlMHFTbjUrZm1qUnBZbmZnOHVSYXoycnE2ajIyODFKRG1yVHlXK1Zhejdxd1ZRQUFBQUFBd0JrOCtrZmtpWW1KaW8rUFYrZk9uUlVURTZQWFhudE5PVGs1R2pWcWxLU3ltVkZIang3VlcyKzlKVWthTldxVTVzK2ZyOFRFUkkwY09WTHA2ZWxhdkhpeDNuLy9mZHM5eDR3Wm81NDllMnJXckZtNjk5NTc5ZkhISDJ2OSt2WDY2cXV2WE5MSHVpSTc3NHhLRGZ1eUVzUFFvYndDaFpqcnU2WlJ3Q1VvbjVVRUFBQUFBTGh5SHAzQUdqSmtpSTRmUDY3cDA2Y3JOemRYSFRwMFVHcHFxc0xEd3lWSnVibTV5c241OVRXMHlNaElwYWFtYXR5NGNYcjU1WmNWR2hxcWVmUG1hZkRnd2JZNjNidDMxN0pseS9UY2M4OXB5cFFwYXQyNnRaWXZYNjV1M2JvNXZYOTFTV1JnUTlVenlTNko1V1V5S1NLd2dlc2FCUUFBQUFBQW5NS2pFMWlTbEpDUW9JU0VoRXEvVzdwMGFZV3kyTmhZN2RxMXE5cDczbi8vL2JyLy92dHJvbm00UkNIbStwbzI4RVpOK2Jqc05jSjZKbW5Hb0E3TXZnSUFBQUFBb0E3dzJEV3c0SGtHUjdlMGZWNmZHS3NoWGNKYzJCb0FBQUFBQU9Bc0pMQlFLd1diL1YzZEJBQUFBQUFBNENRa3NBQUFBQUFBQU9EV1NHQUJBQUFBQUFEQXJaSEFBZ0FBQUFBQWdGc2pnUVVBQUFBQUFBQzNSZ0lMQUFBQUFBQUFibzBFRm1xVXhYck8xVTBBQUFBQUFBQWVoZ1FXcnRxS25UL1lQdmVldTBuTHQrZTRzRFVBQUFBQUFNRFRrTURDVmNtMW50WFUxWHRzNTZXR05Hbmx0OHExbm5WaHF3QUFBQUFBZ0NjaGdZV3JrcDEzUnFXR2ZWbUpZZWhRWG9GckdnUUFBQUFBQUR3T0NTeGNsY2pBaHFwbnNpL3pNcGtVRWRqQU5RMENBQUFBQUFBZWh3UVdya3FJdWI2bURielJkbDdQSk0wWTFFRWg1dm91YkJVQUFBQUFBUEFrSkxCdzFRWkh0N1I5WHA4WXF5RmR3bHpZR2dBQVVKMlRKMDhxUGo1ZVpyTlpack5aOGZIeE9uWHFWTFhYR0lhaHBLUWtoWWFHcW43OSt1clZxNWYyN05salYrZTExMTVUcjE2OTFLUkpFNWxNcGtydkdSRVJJWlBKWkhjOCsreXpOZGc3QUFEZ3FVaGdvVVlGbS8xZDNRUUFBRkNOWWNPR0tTc3JTMnZXck5HYU5XdVVsWldsK1BqNGFxK1pQWHUyNXM2ZHEvbno1MnY3OXUwS0RnNVduejU5ZFByMGFWdWRnb0lDOWV2WFQ1TW1UYXIyWHRPblQxZHVicTd0ZU82NTUycWtYd0FBd0xONXU3b0JBQUFBY0k1OSsvWnB6Wm8xeXNqSVVMZHUzU1JKaXhZdFVreE1qUGJ2MzY4MmJkcFV1TVl3REtXa3BHank1TWthTkdpUUpPbk5OOTlVVUZDUTNudnZQVDMrK09PU3BMRmp4MHFTTm03Y1dHMGJHamR1ck9EZzRKcnJGQUFBcUJPWWdRVUFBRkJIcEtlbnkydzIyNUpYa25UcnJiZktiRFpyeTVZdGxWNlRuWjB0aThXaXVMZzRXNW1mbjU5aVkyT3J2S1k2czJiTlVyTm16ZFN4WTBlOStPS0xLaW9xcXJaK1lXR2g4dlB6N1E0QUFGRDNNQU1MQUFDZ2pyQllMR3JSb2tXRjhoWXRXc2hpc1ZSNWpTUUZCUVhabFFjRkJlbnc0Y09YRlgvTW1ESHExS21UbWpadHFtM2J0bW5peEluS3pzN1c2NisvWHVVMXljbkptalp0Mm1YRkFRQUFub2NaV0FBQUFMVmNVbEpTaGNYUmYzdnMyTEZEa21ReW1TcGNieGhHcGVVWCt1MzNsM0xOYjQwYk4wNnhzYkc2K2VhYk5XTEVDQzFjdUZDTEZ5L1c4ZVBIcTd4bTRzU0pzbHF0dHVQSWtTT1hGUk1BQUhnR1ptQUJBQURVY2s4OTlaU0dEaDFhYloySWlBaDk4ODAzK3Vtbm55cDg5L1BQUDFlWVlWV3VmTDBxaThXaWtKQVFXL214WThlcXZPWlMzWHJyclpLa0F3Y09xRm16WnBYVzhmUHprNStmMzFYRkFRQUF0UjhKTEFBQWdGb3VNREJRZ1lHQkY2MFhFeE1qcTlXcWJkdTJxV3ZYcnBLa3JWdTN5bXExcW52MzdwVmVFeGtacWVEZ1lLV2xwZW1XVzI2UkpCVVZGV25UcGsyYU5XdldWYlU3TXpOVGt1d1NZd0FBQUpVaGdRVUFBRkJIdEd2WFR2MzY5ZFBJa1NQMTZxdXZTcEllZSt3eDNYMzMzWFk3RUxadDIxYkp5Y202Nzc3N1pES1pOSGJzV00yWU1VUFhYMys5cnIvK2VzMllNVU1OR2pUUXNHSERiTmRZTEJaWkxCWWRPSEJBa3JSNzkyNDFidHhZWVdGaENnZ0lVSHA2dWpJeU1uVEhIWGZJYkRacisvYnRHamR1bkFZT0hLaXdzRERuL2tJQUFJQmFod1FXQUFCQUhmTHV1KzlxOU9qUnRsMEZCdzRjcVBuejU5dlYyYjkvdjZ4V3ErMTh3b1FKT252MnJCSVNFblR5NUVsMTY5Wk42OWF0VStQR2pXMTFGaTVjYUxmWWVzK2VQU1ZKYjd6eGhoNTU1Qkg1K2ZscCtmTGxtalp0bWdvTEN4VWVIcTZSSTBkcXdvUUpqdXd1QUFEd0VDU3dBQUFBNnBDQWdBQzk4ODQ3MWRZeERNUHUzR1F5S1NrcFNVbEpTVlZlYzdIdk8zWHFwSXlNak10cEtnQUFnQTI3RUFJQUFBQUFBTUN0a2NBQ0FBQUFBQUNBVytNVlF0UWFEWHk5ZFdqbVhhNXVCZ0FBQUFBQWNESm1ZQUVBQUFBQUFNQ3RrY0FDQUFBQUFBQ0FXeU9CQmNCdFdLem5YTjBFQUFBQUFJQWJJb0VGd0tWVzdQekI5cm4zM0UxYXZqM0hoYTBCQUFBQUFMZ2pFbGdBWENiWGVsWlRWKyt4blpjYTBxU1YzeXJYZXRhRnJRSUFBQUFBdUJzU1dBQmNKanZ2akVvTis3SVN3OUNodkFMWE5BZ0FBQUFBNEpaSVlBRndtY2pBaHFwbnNpL3pNcGtVRWRqQU5RMENBQUFBQUxnbEVsZ0FYQ2JFWEYvVEJ0NW9PNjlua21ZTTZxQVFjMzBYdGdvQUFBQUE0RzVJWUFGd3FjSFJMVzJmMXlmR2FraVhNQmUyQmdBQUFBRGdqa2hnQVhBYndXWi9WemNCQUFBQUFPQ0dTR0FCQUFBQUFBREFyWkhBQWdBQUFBQUFnRnNqZ1FVQUFBQUFBQUMzNXJFSnJKTW5UeW8rUGw1bXMxbG1zMW54OGZFNmRlcFV0ZGNZaHFHa3BDU0Zob2FxZnYzNjZ0V3JsL2JzMldQNy9zU0pFM3I2NmFmVnBrMGJOV2pRUUdGaFlSbzllclNzVnF1RGV3TUFBQUFBQUZCM2VXd0NhOWl3WWNyS3l0S2FOV3UwWnMwYVpXVmxLVDQrdnRwclpzK2VyYmx6NTJyKy9QbmF2bjI3Z29PRDFhZFBINTArZlZxUzlPT1BQK3JISDMvVW5EbHp0SHYzYmkxZHVsUnIxcXpSOE9IRG5kRWxBQUFBQUFDQU9zbmIxUTF3aEgzNzltbk5talhLeU1oUXQyN2RKRW1MRmkxU1RFeU05dS9mcnpadDJsUzR4akFNcGFTa2FQTGt5Um8wYUpBazZjMDMzMVJRVUpEZWUrODlQZjc0NCtyUW9ZTldyRmhodTZaMTY5WjY4Y1VYOWRCREQ2bTR1RmplM2g3NXl3a0FBQUFBQU9CU0hqa0RLejA5WFdhejJaYThrcVJiYjcxVlpyTlpXN1pzcWZTYTdPeHNXU3dXeGNYRjJjcjgvUHdVR3h0YjVUV1NaTFZhMWFSSmsycVRWNFdGaGNyUHo3YzdBQUFBQUFBQWNHazhNb0Zsc1ZqVW9rV0xDdVV0V3JTUXhXS3A4aHBKQ2dvS3Npc1BDZ3FxOHByang0L3IrZWVmMStPUFAxNXRlNUtUazIxcmNabk5aclZxMWVwU3VnRUFBQUFBQUFEVnNnUldVbEtTVENaVHRjZU9IVHNrU1NhVHFjTDFobUZVV242aDMzNWYxVFg1K2ZtNjY2NjcxTDU5ZTAyZE9yWGFlMDZjT0ZGV3E5VjJIRGx5NUdKZEJRQUFBQUFBd0gvVnFrV2JubnJxS1EwZE9yVGFPaEVSRWZybW0yLzAwMDgvVmZqdTU1OS9yakREcWx4d2NMQ2tzcGxZSVNFaHR2Smp4NDVWdU9iMDZkUHExNitmR2pWcXBGV3JWc25IeDZmYU52bjUrY25QejYvYU9yVlpBMTl2SFpwNWw2dWJBUUFBQUFBQVBGU3RTbUFGQmdZcU1ERHdvdlZpWW1Ka3RWcTFiZHMyZGUzYVZaSzBkZXRXV2ExV2RlL2V2ZEpySWlNakZSd2NyTFMwTk4xeXl5MlNwS0tpSW0zYXRFbXpaczJ5MWN2UHoxZmZ2bjNsNStlbjFhdFh5OS9mdndaNkJnQUFBQUFBZ0tyVXFsY0lMMVc3ZHUzVXIxOC9qUnc1VWhrWkdjckl5TkRJa1NOMTk5MTMyKzFBMkxadFc2MWF0VXBTMmF1RFk4ZU8xWXdaTTdScTFTcDkrKzIzZXVTUlI5U2dRUU1OR3paTVV0bk1xN2k0T0owNWMwYUxGeTlXZm42K0xCYUxMQmFMU2twS1hOSlhBQUFBQUFBQVQxZXJabUJkam5mZmZWZWpSNCsyN1NvNGNPQkF6WjgvMzY3Ty92MzdaYlZhYmVjVEprelEyYk5ubFpDUW9KTW5UNnBidDI1YXQyNmRHamR1TEVuYXVYT250bTdkS2ttNjdycnI3TzZWbloydGlJZ0lCL1lJQUFBQUFBQ2didkxZQkZaQVFJRGVlZWVkYXVzWWhtRjNiaktabEpTVXBLU2twRXJyOStyVnE4STFBQUFBQUFBQWNDeVBUV0FCQUZCVDJLd0NBQUFBY0MyUFhBTUxBQUFBbFR0NThxVGk0K05sTnB0bE5wc1ZIeCt2VTZkT1ZYdU5ZUmhLU2twU2FHaW82dGV2cjE2OWVtblBuajIyNzArY09LR25uMzVhYmRxMFVZTUdEUlFXRnFiUm8wZmJMZFZ3cGJFQkFBQWtFbGdBQUFCMXlyQmh3NVNWbGFVMWE5Wm96Wm8xeXNyS1VueDhmTFhYeko0OVczUG56dFg4K2ZPMWZmdDJCUWNIcTArZlBqcDkrclFrNmNjZmY5U1BQLzZvT1hQbWFQZnUzVnE2ZEtuV3JGbWo0Y09IWDNWc0FBQUFpVmNJQVFBQTZveDkrL1pwelpvMXlzaklVTGR1M1NSSml4WXRVa3hNalBidjMyKzNXM001d3pDVWtwS2l5Wk1uYTlDZ1FaS2tOOTk4VTBGQlFYcnZ2ZmYwK09PUHEwT0hEbHF4WW9YdG10YXRXK3ZGRjEvVVF3ODlwT0xpWW5sN2UxOVJiQUFBZ0hMTXdQSWdCVVhGaW5qMkUwVTgrNGtLaW9wZDNSd0FBT0JtMHRQVFpUYWJiUWtrU2JyMTFsdGxOcHUxWmN1V1NxL0p6czZXeFdLeDdld3NTWDUrZm9xTmphM3lHa215V3ExcTBxU0p2TDI5cnpnMkFBQkFPV1pndVVENVRvYjUrZmsxZXQrQ29tS1ZGaGJZN2wzc3krT3Q3ZXJDTTYwTGZRUThTVjMvTTF2Ky8rN2F1aXV4eFdKUml4WXRLcFMzYU5GQ0ZvdWx5bXNrS1Nnb3lLNDhLQ2hJaHc4ZnJ2U2E0OGVQNi9ubm45ZmpqejkrVmJFbHFiQ3dVSVdGaGJiejhuVzFhbm9jQlFBQUhPdHF4MUYxYTlUcEpzclhpMmpWcXBYRFlvU2tPT3pXY0pHNjhFenJRaDhCVDFLWC84eWVQbjFhWnJQWjFjMndTVXBLMHJScDA2cXRzMzM3ZGttU3lXU3E4SjFoR0pXV1graTMzMWQxVFg1K3Z1NjY2eTYxYjk5ZVU2ZE9yZlllbHhJN09UbTUwcjQ1Y2h3RkFBQWM1MHJIVVNTd1hDQTBORlJIamh4UjQ4YU5Ld3pZOHZQejFhcFZLeDA1Y2tSTm1qUnhVUXNkajM1Nm5yclNWL3JwZWVwS1grbG56VEFNUTZkUG4xWm9hR2lOMy90cVBQWFVVeG82ZEdpMWRTSWlJdlROTjkvb3A1OStxdkRkenovL1hHR0dWYm5nNEdCSlpUT29Ra0pDYk9YSGpoMnJjTTNwMDZmVnIxOC9OV3JVU0t0V3JaS1BqNC9kZlM0M3RpUk5uRGhSaVltSnR2UFMwbEtkT0hGQ3pabzFzeHRIMVpYZjQxTGQ2U3Y5OUR4MXBhLzAwN1BVbFg1SzdqK09Jb0hsQXZYcTFWUExsaTJycmRPa1NST1AvOE1oMFU5UFZGZjZTajg5VDEzcEsvMjhldTQwODZwY1lHQ2dBZ01ETDFvdkppWkdWcXRWMjdadFU5ZXVYU1ZKVzdkdWxkVnFWZmZ1M1N1OUpqSXlVc0hCd1VwTFM5TXR0OXdpU1NvcUt0S21UWnMwYTlZc1c3MzgvSHoxN2R0WGZuNStXcjE2dGZ6OS9hODZ0bFMyM3BhZm41OWQyVFhYWEZObC9icnllMXlxTzMybG41Nm5ydlNWZm5xV3V0SlB5WDNIVVN6aURnQUFVRWUwYTlkTy9mcjEwOGlSSTVXUmthR01qQXlOSERsU2Q5OTl0OTB1Z0czYnR0V3FWYXNrbGIzMk4zYnNXTTJZTVVPclZxM1N0OTkrcTBjZWVVUU5HalRRc0dIREpKWE52SXFMaTlPWk0yZTBlUEZpNWVmbnkyS3h5R0t4cUtTazVMSmlBd0FBVklZWldBQUFBSFhJdSsrK3E5R2pSOXQyRlJ3NGNLRG16NTl2VjJmLy92MjJ4ZElsYWNLRUNUcDc5cXdTRWhKMDh1UkpkZXZXVGV2V3JWUGp4bzBsU1R0Mzd0VFdyVnNsU2RkZGQ1M2R2Ykt6c3hVUkVYSEpzUUVBQUNwREFzdk4rUG41YWVyVXFSV215bnNhK3VsNTZrcGY2YWZucVN0OXBaOG9GeEFRb0hmZWVhZmFPci9kSGNoa01pa3BLVWxKU1VtVjF1L1ZxOWNsN1NoMEtiR3ZWRjE2OW5XbHIvVFQ4OVNWdnRKUHoxSlgraW01ZjE5TlJtM2RCeG9BQUFBQUFBQjFBbXRnQVFBQUFBQUF3SzJSd0FJQUFBQUFBSUJiSTRFRkFBQUFBQUFBdDBZQ3k0RysrT0lMM1hQUFBRb05EWlhKWk5KSEgzMWs5LzB2di95aXA1NTZTaTFidGxUOSt2WFZybDA3dmZMS0s5WGVjK25TcFRLWlRCV09jK2ZPT2JBbjFidFlQMy82NlNjOThzZ2pDZzBOVllNR0RkU3ZYejk5OTkxM0Y3M3ZpaFVyMUw1OWUvbjUrYWw5Ky9hMjdieGR4Ukg5ZE1mbm1aeWNyQzVkdXFoeDQ4WnEwYUtGZnYvNzMydi8vdjEyZFF6RFVGSlNra0pEUTFXL2ZuMzE2dFZMZS9ic3VlaTkzZW1aT3FxZnRmV1pybHk1VW4zNzlsVmdZS0JNSnBPeXNySXU2ZDYxN1psZVNUL2Q3Wmxlckovbno1L1hNODg4bzV0dXVra05HelpVYUdpb0huNzRZZjM0NDQ4WHZiYzdQVS9KY1gxMXQyZUt5akdPS3NNNHFtcnUrRHdaUi8zS0U4WlJkV1VNSlRHT0t1Y3A0eWhQSFVPUndIS2dNMmZPNkhlLysxMlYyME9QR3pkT2E5YXMwVHZ2dktOOSsvWnAzTGh4ZXZycHAvWHh4eDlYZTk4bVRab29OemZYN3ZEMzkzZEVGeTVKZGYwMERFTy8vLzN2OWYzMzMrdmpqejlXWm1hbXdzUEQxYnQzYjUwNWM2YktlNmFucDJ2SWtDR0tqNC9YMTE5L3JmajRlRDN3d0FPMkxicGR3Ukg5bE56dmVXN2F0RWxQUHZta01qSXlsSmFXcHVMaVlzWEZ4ZG4xWS9iczJabzdkNjdtejUrdjdkdTNLemc0V0gzNjlOSHAwNmVydksrN1BWTkg5Vk9xbmMvMHpKa3p1dTIyMnpSejVzeEx2bTl0ZktaWDBrL0p2WjdweGZwWlVGQ2dYYnQyYWNxVUtkcTFhNWRXcmx5cC8vem5QeG80Y0dDMTkzVzM1eWs1cnErU2V6MVRWSTV4Rk9Nb3hsRy9jcmRuV2xmR1VYVmxEQ1V4anZLMGNaVEhqcUVNT0lVa1k5V3FWWFpsTjk1NG96RjkrblM3c2s2ZE9oblBQZmRjbGZkNTQ0MDNETFBaN0lBVzFvemY5blAvL3YyR0pPUGJiNysxbFJVWEZ4c0JBUUhHb2tXTHFyelBBdzg4WVBUcjE4K3VyRy9mdnNiUW9VTnJ2TTFYb3FiNjZlN1AwekFNNDlpeFk0WWtZOU9tVFlaaEdFWnBhYWtSSEJ4c3pKdzUwMWJuM0xsemh0bHNOaFl1WEZqbGZkejltZFpVUDJ2ak03MVFkbmEySWNuSXpNeTg2SDFxMnpPOTBPWDAwOTJmYVhYOUxMZHQyelpEa25INDhPRXE2N2o3OHpTTW11dXJ1ejlUVk1RNGluRlVaZHo5ZVJvRzR5aFBHMGZWbFRHVVlUQ091cEFuaktNOFpRekZEQ3dYdXYzMjI3VjY5V29kUFhwVWhtRm93NFlOK3M5Ly9xTytmZnRXZTkwdnYveWk4UEJ3dFd6WlVuZmZmYmN5TXpPZDFPTExWMWhZS0VsMkdWa3ZMeS81K3ZycXE2Kytxdks2OVBSMHhjWEYyWlgxN2R0WFc3WnNjVXhEcjlLVjlsTnkvK2RwdFZvbFNRRUJBWktrN094c1dTd1d1K2ZqNStlbjJOallhcCtQdXovVG11cW5WUHVlNlpXcWJjLzBhcmp6TTcyVWZscXRWcGxNSmwxenpUVlYxbkgzNXluVlhGOGw5MzZtdURTTW94aEhTZTcvUEJsSGVkWTRxcTZNb1NUR1ViK3RVOXZIVVo0eWhpS0I1VUx6NXMxVCsvYnQxYkpsUy9uNitxcGZ2MzVhc0dDQmJyLzk5aXF2YWR1MnJaWXVYYXJWcTFmci9mZmZsNysvdjI2NzdiWkxXZ3ZCRmRxMmJhdnc4SEJObkRoUkowK2VWRkZSa1diT25DbUx4YUxjM053cXI3TllMQW9LQ3JJckN3b0trc1ZpY1hTVHI4aVY5dFBkbjZkaEdFcE1UTlR0dDkrdURoMDZTSkx0R1Z6dTgzSG5aMXFUL2F5TnovUksxYlpuZXFYYytabGVTai9QblR1blo1OTlWc09HRFZPVEprMnF2SmM3UDArcFp2dnF6czhVbDQ1eEZPTW9kMytlaktNOGF4eFZWOFpRRXVPb0MzbkNPTXFUeGxEZVRvbUNTczJiTjA4WkdSbGF2WHExd3NQRDljVVhYeWdoSVVFaElTSHEzYnQzcGRmY2V1dXR1dlhXVzIzbnQ5MTJtenAxNnFSLy9PTWZtamR2bnJPYWZzbDhmSHkwWXNVS0RSOCtYQUVCQWZMeThsTHYzcjNWdjMvL2kxNXJNcG5zemczRHFGRG1McTYwbis3K1BKOTY2aWw5ODgwM2xmNzA4MHFlajdzKzA1cnNaMjErcGxlaU5qN1R5K1hPei9SaS9UeC8vcnlHRGgycTB0SlNMVml3NEtMM2M5Zm5LZFZzWDkzNW1lTFNNWTZxbmp2L2VmNHR4bEdNbzhxNTh6T3RLMk1vaVhGVU9VOFpSM25TR0lvRWxvdWNQWHRXa3laTjBxcFZxM1RYWFhkSmttNisrV1psWldWcHpwdzVWUTY4ZnF0ZXZYcnEwcVdMVzJTd3F4SWRIYTJzckN4WnJWWVZGUldwZWZQbTZ0YXRtenAzN2x6bE5jSEJ3Uld5MWNlT0hhdVExWFluVjlMUDMzS241L24wMDA5cjllclYrdUtMTDlTeVpVdGJlWEJ3c0tTeW56S0VoSVRZeWkvMmZOejFtZFowUDMrck5qelRLMVhibm1sTmNaZG5lckYrbmo5L1hnODg4SUN5czdQMStlZWZWL3ZUTk1sOW42ZFU4MzM5TFhkNXByaDBqS01ZUjFYR25aNG40eWpQR2tmVmxUR1V4RGlxbktlTW96eHRETVVyaEM1eS92eDVuVDkvWHZYcTJUOENMeTh2bFphV1h2SjlETU5RVmxhVzNmOFkzSlhaYkZiejVzMzEzWGZmYWNlT0hicjMzbnVyckJzVEU2TzB0RFM3c25YcjFxbDc5KzZPYnVaVnU1eCsvcFk3UEUvRE1QVFVVMDlwNWNxVit2enp6eFVaR1duM2ZXUmtwSUtEZysyZVQxRlJrVFp0MmxUdDgzRzNaK3FvZmxZV3g5MmY2WldxYmMrMEp1TzQ4cGxlU2ovTEJ5UGZmZmVkMXE5ZnIyYk5tbDMwdnU3MlBDWEg5Yld5T0s3K2M0ckx3emlLY1ZSbDNPRjVNbzRxNHluanFMb3locElZUjEzSUU4WlJIanVHcXZsMTRWSHU5T25UUm1abXBwR1ptV2xJTXViT25XdGtabWJhVnZXUGpZMDFicnp4Um1QRGhnM0c5OTkvYjd6eHhodUd2Nysvc1dEQkF0czk0dVBqaldlZmZkWjJucFNVWkt4WnM4WTRlUENna1ptWmFmeS8vL2YvREc5dmIyUHIxcTFPNzErNWkvWHpuLy84cDdGaHd3Ymo0TUdEeGtjZmZXU0VoNGNiZ3dZTnNydkhiL3U1ZWZObXc4dkx5NWc1YzZheGI5OCtZK2JNbVlhM3Q3ZVJrWkhoMUw1ZHlCSDlkTWZuK2NRVFR4aG1zOW5ZdUhHamtadWJhenNLQ2dwc2RXYk9uR21ZeldaajVjcVZ4dTdkdTQwSEgzelFDQWtKTWZMejgyMTEzUDJaT3FxZnRmV1pIajkrM01qTXpEUSsrZVFUUTVLeGJOa3lJek16MDhqTnpiWFY4WVJuZWlYOWRMZG5lckYrbmo5LzNoZzRjS0RSc21WTEl5c3J5NjVPWVdHaDdUN3UvandOdzNGOWRiZG5pc294am1JY3hUaktmWjlwWFJsSDFaVXhsR0V3anZLMGNaU25qcUZJWURuUWhnMGJERWtWamovKzhZK0dZUmhHYm02dThjZ2pqeGlob2FHR3Y3Ky8wYVpORytPdmYvMnJVVnBhYXJ0SGJHeXNyYjVoR01iWXNXT05zTEF3dzlmWDEyamV2TGtSRnhkbmJObXl4Y2s5czNleGZ2Nzk3MzgzV3Jac2FmajQrQmhoWVdIR2M4ODlaL2VId2pBcTl0TXdET09ERHo0dzJyUnBZL2o0K0JodDI3WTFWcXhZNGFRZVZjNFIvWFRINTFsWkh5VVpiN3p4aHExT2FXbXBNWFhxVkNNNE9Oanc4L016ZXZic2FlemV2ZHZ1UHU3K1RCM1Z6OXI2VE45NDQ0MUs2MHlkT3RWV3h4T2U2WlgwMDkyZTZjWDZXYjYxZFdYSGhnMGJiUGR4OStkcEdJN3JxN3M5VTFTT2NkUWZEY05nSEhXaDJ2QThHVWU5WWF2akNlT291aktHTWd6R1VaNDJqdkxVTVpUcHY1MERBQUFBQUFBQTNCSnJZQUVBQUFBQUFNQ3RrY0FDQUFBQUFBQ0FXeU9CQlFBQUFBQUFBTGRHQWdzQUFBQUFBQUJ1alFRV0FBQUFBQUFBM0JvSkxBQUFBQUFBQUxnMUVsZ0FBQUFBQUFCd2F5U3dBQUFBQUFBQTROWklZQUZ3Q3lhVFNSOTk5SkZMWXZmcTFVdGp4NDUxU2V5YTRNajJQL0xJSS9yOTczL3ZrSHNEQUlDYXdUanF5akdPQW1vUGIxYzNBQUJ3ZFZhdVhDa2ZIeC9iZVVSRWhNYU9IVnVyQjVNQUFBRE93RGdLcUQxSVlBRndxcUtpSXZuNitycTZHUjRsSUNEQTFVMEFBQUJPd0RpcTVqR09BbW9QWGlFRTRGQzlldlhTVTA4OXBjVEVSQVVHQnFwUG56NVYxczNOelZYLy92MVZ2MzU5UlVaRzZvTVBQckQ3L3Bsbm50RU5OOXlnQmcwYUtDb3FTbE9tVE5INTgrZHQzeWNsSmFsang0NTYrKzIzRlJFUkliUFpyS0ZEaCtyMDZkTzJPbWZPbk5IRER6K3NSbzBhS1NRa1JILzk2MTh2Mm9meSt5NVpza1JoWVdGcTFLaVJubmppQ1pXVWxHajI3TmtLRGc1V2l4WXQ5T0tMTDlwZE4zZnVYTjEwMDAxcTJMQ2hXclZxcFlTRUJQM3l5eTkyZFJZdFdxUldyVnFwUVlNR3V1KysrelIzN2x4ZGM4MDFsOVduQzZlKzkrclZTNGNQSDlhNGNlTmtNcGxrTXBuczduT2hsSlFVUlVSRTJNNUxTa3FVbUppb2E2NjVSczJhTmRPRUNSTmtHSWJkTllaaGFQYnMyWXFLaWxMOSt2WDF1OS85VGg5KytPRkZmdzBCQU1EbFl4ekZPQXJBcjBoZ0FYQzROOTk4VTk3ZTN0cThlYk5lZmZYVkt1dE5tVEpGZ3djUDF0ZGZmNjJISG5wSUR6NzRvUGJ0MjJmN3ZuSGp4bHE2ZEtuMjd0MnJ2Ly85NzFxMGFKSCs5cmUvMmQzajRNR0QrdWlqai9UdmYvOWIvLzczdjdWcDB5Yk5uRG5UOXYyZi8veG5iZGl3UWF0V3JkSzZkZXUwY2VORzdkeTU4Nko5T0hqd29ENzk5Rk90V2JORzc3Ly92cFlzV2FLNzdycExQL3p3Z3padDJxUlpzMmJwdWVlZVUwWkdodTJhZXZYcWFkNjhlZnIyMjIvMTVwdHY2dlBQUDllRUNSTnMzMi9ldkZtalJvM1NtREZqbEpXVnBUNTkrbFFZdkYxS255NjBjdVZLdFd6WlV0T25UMWR1YnE1eWMzTXYycmR5Zi8zclg3Vmt5Ukl0WHJ4WVgzMzFsVTZjT0tGVnExYloxWG51dWVmMHhodHY2SlZYWHRHZVBYczBidHc0UGZUUVE5cTBhZE1seHdFQUFKZU9jUlRqS0FEL1pRQ0FBOFhHeGhvZE8zYThhRDFKeHFoUm8rekt1blhyWmp6eHhCTlZYak43OW13ak9qcmFkajUxNmxTalFZTUdSbjUrdnEzc3ozLytzOUd0V3pmRE1Bemo5T25UaHErdnI3RnMyVExiOThlUEh6ZnExNjl2akJrenBzbzRsZDIzYjkrK1JrUkVoRkZTVW1JcmE5T21qWkdjbkZ6bGZmNzV6MzhhelpvMXM1MFBHVExFdU91dXUrenEvT0VQZnpETVp2TWw5OGt3eW42TkwyeC9lSGk0OGJlLy9hMUNIMzczdTkvWmxmM3RiMzh6d3NQRGJlY2hJU0hHekpremJlZm56NTgzV3Jac2FkeDc3NzJHWVJqR0w3LzhZdmo3K3h0YnRteXh1OC93NGNPTkJ4OThzTXArQXdDQUs4TTQ2bGVNb3dDd0JoWUFoK3ZjdWJQdDg0d1pNelJqeGd6YitkNjlleFVXRmlaSmlvbUpzYnN1SmlaR1dWbFp0dk1QUC94UUtTa3BPbkRnZ0g3NTVSY1ZGeGVyU1pNbWR0ZEVSRVNvY2VQR3R2T1FrQkFkTzNaTVV0bFA0SXFLaXV6aUJBUUVxRTJiTmhmdHcyL3ZHeFFVSkM4dkw5V3JWOCt1ckR5V0pHM1lzRUV6WnN6UTNyMTdsWitmcitMaVlwMDdkMDVuenB4Unc0WU50WC8vZnQxMzMzMTJjYnAyN2FwLy8vdmZsOXlubW1LMVdwV2JtMnYzYStQdDdhM09uVHZicHIvdjNidFg1ODZkcS9ENlFsRlJrVzY1NVpZYWJROEFBQ2pET0lweEZJQXlKTEFBT0Z6RGhnMXRuMGVOR3FVSEhuakFkaDRhR2xydHRlVnJEMlJrWkdqbzBLR2FObTJhK3ZidEs3UFpyR1hMbGxWWWUrSENYV1RLcnk4dExaV2tDdXNRWEk3SzdsdGRyTU9IRDJ2QWdBRWFOV3FVbm4vK2VRVUVCT2lycjc3UzhPSERiZXROR0laaDYxKzV5dHBZWFp4TFZhOWV2UXIzdm5EZGkwdFJIdk9UVHo3UnRkZGVhL2VkbjUvZlpkMExBQUJjR3NaUmpLTUFsQ0dCQmNDcEFnSUNxdHp0SlNNalF3OC8vTERkZWZsUHBEWnYzcXp3OEhCTm5qelo5djNodzRjdksvWjExMTBuSHg4ZlpXUmsySDVhZWZMa1NmM25QLzlSYkd6czVYYWxXanQyN0ZCeGNiSCsrdGUvMm42NitNOS8vdE91VHR1MmJiVnQyN1lLMTEwdFgxOWZsWlNVMkpVMWI5NWNGb3ZGYnJCMzRVOWx6V2F6UWtKQ2xKR1JvWjQ5ZTBxU2lvdUx0WFBuVG5YcTFFbVMxTDU5ZS9uNStTa25KNmZHZjcwQUFNREZNWTc2RmVNb29PNGhnUVhBYlh6d3dRZnEzTG16YnIvOWRyMzc3cnZhdG0yYkZpOWVMS2xzMEpTVGs2Tmx5NWFwUzVjdSt1U1RUeW9zakhreGpSbzEwdkRody9YblAvOVp6Wm8xVTFCUWtDWlBubXczZmIybXRHN2RXc1hGeGZySFAvNmhlKzY1UjVzM2I5YkNoUXZ0Nmp6OTlOUHEyYk9uNXM2ZHEzdnV1VWVmZi82NVB2MzAwd28vVGJ4Y0VSRVIrdUtMTHpSMDZGRDUrZmtwTURCUXZYcjEwczgvLzZ6WnMyZnIvdnZ2MTVvMWEvVHBwNS9hdlRvd1pzd1l6Wnc1VTlkZmY3M2F0V3VudVhQbjZ0U3BVN2J2R3pkdXJQSGp4MnZjdUhFcUxTM1Y3YmZmcnZ6OGZHM1pza1dOR2pYU0gvLzR4NnRxTndBQXVIS01veGhIQVo2T1hRZ0J1STFwMDZacDJiSmx1dm5tbS9YbW0yL3EzWGZmVmZ2MjdTVko5OTU3cjhhTkc2ZW5ubnBLSFR0MjFKWXRXelJseXBUTGp2SFNTeStwWjgrZUdqaHdvSHIzN3EzYmI3OWQwZEhSTmQwVmRlellVWFBuenRXc1diUFVvVU1IdmZ2dXUwcE9UcmFyYzl0dHQybmh3b1dhTzNldWZ2ZTczMm5ObWpVYU4yNmMvUDM5cnlyMjlPblRkZWpRSWJWdTNWck5temVYSkxWcjEwNExGaXpReXkrL3JOLzk3bmZhdG0yYnhvOGZiM2Zkbi83MEp6Mzg4TU42NUpGSEZCTVRvOGFORzFkWVcrTDU1NS9YWC83eUZ5VW5KNnRkdTNicTI3ZXYvdld2ZnlreU12S3EyZ3dBQUs0TzR5akdVWUNuTXhsWDh6SXpBS0JHalJ3NVV2LzNmLytuTDcvODB0Vk5BUUFBcUZVWVJ3R2VqVmNJQWNDRjVzeVpvejU5K3FoaHc0YjY5Tk5QOWVhYmIyckJnZ1d1YmhZQUFJRGJZeHdGMUMzTXdBSUFGM3JnZ1FlMGNlTkduVDU5V2xGUlVYcjY2YWMxYXRRb1Z6Y0xBQURBN1RHT0F1b1dFbGdBQUFBQUFBQndheXppRGdBQUFBQUFBTGRHQWdzQUFBQUFBQUJ1alFRV0FBQUFBQUFBM0JvSkxBQUFBQUFBQUxnMUVsZ0FBQUFBQUFCd2F5U3dBQUFBQUFBQTROWklZQUVBQUFBQUFNQ3RrY0FDQUFBQUFBQ0FXeU9CQlFBQUFBQUFBTGRHQWdzQUFBQUFBQUJ1alFRV0FBQUFBQUFBM0JvSkxBQUFBQUFBQUxnMUVsZ0FBQUFBQUFCd2F5U3dBQUFBQUFBQTROYitQOUcyUW9nZEIwVGNBQUFBQUVsRlRrU3VRbUNDIiwKLSAgICAgICJ0ZXh0L3BsYWluIjogWwotICAgICAgICI8SVB5dGhvbi5jb3JlLmRpc3BsYXkuSW1hZ2Ugb2JqZWN0PiIKLSAgICAgIF0KLSAgICAgfSwKLSAgICAgImV4ZWN1dGlvbl9jb3VudCI6IDE5LAotICAgICAibWV0YWRhdGEiOiB7fSwKLSAgICAgIm91dHB1dF90eXBlIjogImV4ZWN1dGVfcmVzdWx0IgotICAgIH0KLSAgIF0sCisgICAib3V0cHV0cyI6IFtdLAogICAgInNvdXJjZSI6IFsKICAgICAiSW1hZ2UoZmlsZW5hbWU9J2RhdGEvZXhhbXBsZS9vdXRwdXRzX21ldGFkZXRlY3QvYnJpZ2h0ZXJfZmF0dGVyX3Bsb3QucG5nJykgIgogICAgXQpAQCAtMTE1NSwyOCArNzYzLDEwIEBACiAgIH0sCiAgIHsKICAgICJjZWxsX3R5cGUiOiAiY29kZSIsCi0gICAiZXhlY3V0aW9uX2NvdW50IjogMjAsCisgICAiZXhlY3V0aW9uX2NvdW50IjogbnVsbCwKICAgICJpZCI6ICIzZDllNDdiYyIsCiAgICAibWV0YWRhdGEiOiB7fSwKLSAgICJvdXRwdXRzIjogWwotICAgIHsKLSAgICAgIm5hbWUiOiAic3Rkb3V0IiwKLSAgICAgIm91dHB1dF90eXBlIjogInN0cmVhbSIsCi0gICAgICJ0ZXh0IjogWwotICAgICAgImNvdW50XzAsIGNvdW50XzEsIGNvdW50XzIsIGNvdW50XzJELCBjb3VudF8zLCBnMV8wLCBnMV8xLCBnMV8yLCBnMV8yRCwgZzFfMywgZzJfMCwgZzJfMSwgZzJfMiwgZzJfMkQsIGcyXzMsIGxlbnNpbmdfd2VpZ2h0XzAsIGxlbnNpbmdfd2VpZ2h0XzEsIGxlbnNpbmdfd2VpZ2h0XzIsIGxlbnNpbmdfd2VpZ2h0XzJELCBsZW5zaW5nX3dlaWdodF8zLCB2YXJfZV8wLCB2YXJfZV8xLCB2YXJfZV8yLCB2YXJfZV8yRCwgdmFyX2VfMywgdmFyX2cxXzAsIHZhcl9nMV8xLCB2YXJfZzFfMiwgdmFyX2cxXzJELCB2YXJfZzFfMywgdmFyX2cyXzAsIHZhcl9nMl8xLCB2YXJfZzJfMiwgdmFyX2cyXzJELCB2YXJfZzJfM1xuIgotICAgICBdCi0gICAgfSwKLSAgICB7Ci0gICAgICJkYXRhIjogewotICAgICAgImltYWdlL3BuZyI6ICJpVkJPUncwS0dnb0FBQUFOU1VoRVVnQUFBVVlBQUFHV0NBWUFBQUFFNlNyZkFBQUFPWFJGV0hSVGIyWjBkMkZ5WlFCTllYUndiRzkwYkdsaUlIWmxjbk5wYjI0ekxqZ3VOQ3dnYUhSMGNITTZMeTl0WVhSd2JHOTBiR2xpTG05eVp5OGZKU04xQUFBQUNYQklXWE1BQUE5aEFBQVBZUUdvUDZkcEFBQWFtVWxFUVZSNG5PM2RmMnhWOWNISDhjKzUvU2xVbUVoR2dZbWRqa2thd2MwU1FHZGdpWUE0SHMyQ2lYUGJBNWlaNkRZMzZ4SXl5WkpudUppNEppN1pTQ2JqMFRRdUM4dDBES3ZHN0VIS3BqaEZBamd3VlpqUnJDTGJySjA2TFdob1MrLzMrYU05bDN0UDcrOTdmcC8zSzJsNjcvbHg3N2ZpZmZkN2VrNXZMV09NRVFBZ0l4WDBBQUFnYkFnakFEZ1FSZ0J3SUl3QTRFQVlBY0NCTUFLQUEyRUVBQWZDQ0FBT2hCRUFIQWdqZlBQMDAwOXJ3NFlOV3Jod29Sb2FHbVJaVmsyUHQzZnZYbDExMVZXYU1tV0taczZjcVZ0dnZWV0RnNE11alJaSlJoamhtNTZlSGgwNGNFRHQ3ZTI2NG9vcmFucXNmZnYyNmZycnI5ZXNXYlAwNUpOUGF1dldyZHE3ZDYrdXZmWmFEUThQdXpSaUpKWEY3MHJETCtsMFdxblUrUGZpNzMzdmUzcnd3UWRWN2Y5K1M1WXMwY2NmZjZ4WFhubEY5Zlgxa3FUOSsvZnJTMS82a3JadDI2YnZmT2M3cm8wYnljT01FYTU0OHNrbnRXalJJalUxTmVtU1N5N1IxcTFiZGUrOTkrWWNMdHRSck5VLy8vbFBIVHAwU092WHI4OUVVWkt1dnZwcWZmN3puMWRQVDQ4cno0UGtxaSs5Q1ZEYzd0Mjd0VzdkT2kxZnZseVBQZmFZenA0OXE1Lzk3R2Q2OTkxM1BYbStWMTk5VlpLMGFOR2lTZXNXTFZxa0YxOTgwWlBuUlhJUVJ0VHN4ei8rc2ViT25hdG5ubmxHalkyTmtxUTFhOWFvcmEzTmsrZDcvLzMzSlVrelpzeVl0RzdHakJtWjlVQzFPSlJHVFQ3KytHTWRQbnhZWC8zcVZ6TlJsS1NXbGhiZGNNTU5uajUzb2JQYXRaN3RCZ2dqYXZLZi8veEh4aGpObWpWcjBycDh5OXh3NFlVWFNsTGVtZUVISDN5UWR5WUpWSUl3b2lZWFhIQ0JMTXZLKy9QRWdZRUJUNTd6OHNzdmx5VDE5ZlZOV3RmWDE1ZFpEMVNMTUtJbVU2ZE8xZUxGaS9YRUUwOW9aR1Frcy96MDZkTjYrdW1uUFhuT3VYUG5hc21TSmRxeFk0Zkd4c1l5eXc4Y09LRFhYMzlkNjlhdDgrUjVrUnhjeDRpYTdkNjlXMnZYcnRYeTVjdlYyZG1wc2JFeFBmREFBeG9ZR05EYmI3K3RkRG90U1RweDRvUU9IVG9rU2VydTd0YnUzYnUxYytkT1NWSmJXNXNXTDE1YzluTSs5OXh6V3JWcWxXNjQ0UVo5OTd2ZjFlRGdvRFp2M3F6cDA2ZnI4T0hEYW1wcWN2OExSWElZd0FVOVBUMW00Y0tGcHJHeDBjeWJOODkwZFhXWnUrNjZ5MXh3d1FXWmJSNTU1QkVqS2UvSHhvMGJLMzdPUFh2Mm1HWExscG5tNW1Zelk4WU1zMkhEQnZQdXUrKzYrRlVocVpneHdoT2pvNlA2d2hlK29MbHo1MnJQbmoxQkR3ZW9DTmN4d2hXMzNYYWJWcTFhcGRteloydGdZRURidDIvWDhlUEh0WFhyMXFDSEJsU01NTUlWcDA2ZDBxWk5tL1R2Zi85YkRRME51dkxLSy9YSFAvNVJLMWV1ck9oeHpwNDlXM1I5S3BWeTdWY0xnVUk0bEVhb2xMbzRlK1BHamZyMXIzL3R6MkNRV013WUVTcjJXZXRDWnM2YzZkTklrR1RNR0FIQWdSL1dBSUFEWVFRQWg3Si94bmpOdWdlOEhBY2liTlVWbndROWhFbis1NDRkUVE4QklaVnFmYVAwTmo2TUF6SFgrOHFVb0llUWd5aWlWb1FScmdoTEhJa2kzRUFZNFpxZzQwZ1U0UmF1WTRTcjdEajYrWE5IZ2dpM01XTUVBQWRtalBDRUh6Tkhab3J3Q2pOR2VNcXJuenNTUlhpSk1NSnpic2VSS01KcmhCRytjQ3VPUkJGK0lJd0E0TURKRi9pbWxoTXl6QlRoSjJhTThGMmxoOVZFRVg0ampBaEV1WEVraWdnQ1lVUmdTc1dSS0NJb2hCRUFIRGo1Z2tEbE95SERUQkZCWThhSVVMQURTUlFSQm9RUm9VRVVFUmFFRWFFd2YvTXgzZmIyTmJydDdXdUNIZ3BBR0FIQWlaTXZDTlQ4emNjbUxiTm5qZDN6WHZCN09JQWtab3dJVUw0b1p1T3dHa0VoakFoRXFTamFpQ09DUUJqaHUzS2phQ09POEJ0aGhLOHFqYUtOT01KUGhCRytxVGFLTnVJSXZ4QkcrS0xXS05xSUkveEFHT0U1dDZKb0k0N3dHbUdFcDl5T29vMDR3a3VFRVo3eEtvbzI0Z2l2RUVaNHd1c28yb2dqdkVBWTRUcS9vbWdqam5BYllZU3IvSTZpalRqQ1RZUVJyZ2txaWpiaUNMY1FScmdpNkNqYWlDUGNRQmhSczdCRTBVWWNVU3ZDaUpxRUxZbzI0b2hhRUVaVUxheFJ0QkZIVklzd29pcGhqNktOT0tJYWhCRVZpMG9VYmNRUmxTS01xRWpVb21nampxZ0VZVVRab2hwRkczRkV1UWdqeWhMMUtOcUlJOHBCR0ZGU1hLSm9JNDRvaFRDaXFMaEYwVVljVVF4aFJFRnhqYUtOT0tJUXdvaTg0aDVGRzNGRVBvUVJreVFsaWpiaUNDZkNpQnhKaTZLTk9DSWJZVVJHVXFOb0k0NndFVVpJSW9vMjRnaUpNRUpFMFlrNGdqQW1IRkhNanpnbUcyRk1NS0pZSEhGTUxzS1lVRVN4UE1ReG1RaGpBaEhGeWhESDVDR01DVU1VcTBNY2s0VXdKZ2hSckExeFRBN0NtQkJFMFIzRU1Sa0lZd0lRUlhjUngvZ2pqREZIRkwxQkhPT05NTVlZVWZRV2NZd3Z3aGhUUk5FZnhER2U2b01lQU54RkVQMW54N0Y3M2dzQmp3UnVZY1lZSTBReFdNd2U0NE13eGdSUkRBZmlHQStFTVFhSVlyZ1F4K2dqakJGSEZNT0pPRVliWVl3d29oaHV4REc2Q0dORUVjVm9JSTdSUkJnamlDaEdDM0dNSHNJWU1VUXhtb2hqdEJER0NDR0swVVljbzRNd1JnUlJqQWZpR0EyRU1RS0lZcndReC9BampDRkhGT09KT0lZYllRd3hvaGh2eERHOENHTklFY1ZrSUk3aFJCaERpQ2dtQzNFTUg4SVlNa1F4bVloanVCREdFQ0dLeVVZY3c0TXdoZ1JSaEVRY3c0SXdoZ0JSUkRiaUdEekNHRENpaUh5SVk3QUlZNENJSW9vaGpzRWhqQUVoaWlnSGNRd0dZUXdBVVVRbGlLUC9DS1BQaUNLcVFSejlSUmg5UkJSUkMrTG9IOExvRTZJSU54QkhmeEJHSHhCRnVJazRlbzh3ZW93b3dndkUwVnVFMFVORUVWNGlqdDRoakI0aGl2QURjZlFHWWZRQVVZU2ZpS1A3Q0tQTGlDS0NRQnpkUlJoZFJCUVJKT0xvSHNMb0VxS0lNQ0NPN2lDTUxpQ0tDQlBpV0R2Q1dDT2lpREFpanJVaGpEVWdpZ2d6NGxnOXdsZ2xvb2dvSUk3VklZeFZJSXFJRXVKWU9jSllJYUtJS0NLT2xTR01GU0NLaURMaVdEN0NXQ2FpaURnZ2p1VWhqR1VnaW9nVDRsZ2FZU3lCS0NLT2lHTnhoTEVJb29nNEk0NkYxUWM5Z0RBaWlFZ0tPNDdkODE0SWVDVGh3b3dSQUJ3SW93T3pSU1FSaDlXNUNHTVdvb2drSTQ3bkVNWUpSQkVnanJiRW4zd2hpRUF1VHNnd1l3U0FTUklkUm1hTFFHRkpQcXhPYkJpSklsQmFVdU9ZeURBU1JhQjhTWXhqNHNKSUZJSEtKUzJPaVFvalVRU3FsNlE0SmlhTVJCR29YVkxpbUlnd0VrWEFQVW1JWSt6RFNCUUI5OFU5anJFT0kxRUV2QlBuT01ZMmpFUVI4RjVjNHhqTE1CSkZ3RDl4akdQc3drZ1VBZi9GTFk2eENpTlJCSUlUcHpqR0pveEVFUWhlWE9JWWl6QVNSU0E4NGhESHNzTzQ2b3BQdkJ4SDFZZ2lFRDVoamVOOS8vdmZaVzFYMFl3eGJIRWtpa0I0aFMyTzVVWlJxdUpRT2l4eEpJcEErSVVsanBWRVVhcnlaNHhCeDVFb0F0RVJkQndyamFKVXd4L0RXblhGSitwOVpVcTF1MWVGSUFMUkZOUWYyS29taWxLTlo2WDluRGtTUlNENi9KdzlWaHRGeVlYTGRmeUlJMUVFNHNPUE9OWVNSY21sNnhpOWpDTlJCT0xIeXpqV0drWEp4UXU4dllnalVRVGl5NHM0dWhGRnllWGZmSEV6amtRUmlEODM0K2hXRkNVUGZpWFFqVGdTUlNBNTNJaWptMUdVUFBwZDZWcmlTQlNCNUtrbGptNUhVZkx3VFNTcWlTTlJCSktybWpoNkVVWEo0M2ZYcVNTT1JCRkFKWEgwS29xU0QyODdWazRjaVNJQVd6bHg5REtLa2svdngxZ3Nqa1FSZ0ZPeE9Ib2RSY25ITjZyTkYwZWlDS0NRZkhIMEk0cVN6Ky9nblIxSG9naWdsT3c0K2hWRnFZWjMxNm5XcWlzKzBWdlh2K1gzMHdLSXFOdmV2a1p0LzlmbTYzUDYvamRmZm5UN2IvVFFSYy83L2JRQUl1b2Z5MDdyaForODZ1dHoraHJHSDkzK204eHQ0Z2lnbEg4c081MjU3V2NjZlF0amRoUnREMTMwUElFRU1Nay9scDNPaWFMTnJ6ajZFc1o4VVFTQWF2Z1JSOC9EV0U0VW1Ua0NrQXJQRkoyOGpxT25ZV1NtQ01BclhzYlJzekJXRTBWbWpVQnlsVE5UZFBJcWpwNkVzWmFaSW9mVlFMS1VlL2hjaUJkeGREMk1IRDREOEp2YmNYUTFqRzVHa1prakVHKzF6aFNkM0l5amEyRmtwZ2dnYUc3RjBaVXdlaGxGWm8xQS9MZzVVM1J5STQ0MWg5R1BtU0tIMVVBOHVIMzRYRWl0Y2F3cGpCdytBd2lyV3VKWWRSaURpQ0l6UnlDYS9Kb3BPbFVieDZyQ3lFd1JRRlJVRThlS3d4aUdLREpyQktJamlKbWlVNlZ4ckNpTVlZaWlqY05xSU55Q09ud3VwSkk0V3NZWVU4NkdvKzljV3ZXQXZIVDd5ZVZCRHdGQUhtR0tZcmJlOU02UzIvaitOMS9jWnM4YUNTUVFEbUVOWWlWOC81c3ZBQkIyc1FralAyOEVnaGVIMmFJVWcwUHBiQnhXQThHSVN4QnRzWmt4QW9CYllqVmp0REZ6QlB3UnQ1bWlqUmtqQURqRU9veWNrQUc4RTlmWm9oVFRRK2xzSEZZRDdvcHpFRzJ4bmpFQ1FEVmlQMk8wTVhNRWFwT0VtYUtOR1NNQU9DUm14bWhqNWdoVUpra3pSVnRpWjR5Y3NRWktTMklVcFFTSFVTS09RREZKamFLVThEQkt4QkhJSjhsUmxBaWpKT0lJWkV0NkZDWENtRUVjQWFKb0k0eFppQ09TakNpZVF4Z2RpQ09TaUNqbUlveDVFRWNrQ1ZHY2pEQVdRQnlSQkVReFA4SllCSEZFbkJIRndnaGpDY1FSY1VRVWl5T01aU0NPaUJPaVdCcGhMQk54UkJ3UXhmSVF4Z29RUjBRWlVTd2ZZYXdRY1VRVUVjWEtFTVlxRUVkRUNWR3NIR0dzRW5GRUZCREY2aERHR2hCSGhCbFJyQjVockJGeFJCZ1J4ZG9RUmhjUVI0UUpVYXdkWVhRSmNVUVlFRVYzRUVZWEVVY0VpU2k2aHpDNmpEZ2lDRVRSWFlUUkE4UVJmaUtLN2lPTUhpR084QU5SOUFaaDlCQnhoSmVJb25jSW84ZUlJN3hBRkwxRkdIMUFIT0Vtb3VnOXd1Z1Q0Z2czRUVWL0VFWWZFVWZVZ2lqNmh6RDZqRGlpR2tUUlg0UXhBTVFSbFNDSy9pT01BU0dPS0FkUkRBWmhEQkJ4UkRGRU1UaUVNV0RFRWZrUXhXQVJ4aEFnanNoR0ZJTkhHRU9DT0VJaWltRkJHRU9FT0NZYlVRd1B3aGd5eERHWmlHSzRFTVlRSW83SlFoVERoekNHRkhGTUJxSVlUb1F4eEloanZCSEY4Q0tNSVVjYzQ0a29oaHRoakFEaUdDOUVNZndJWTBRUXgzZ2dpdEZBR0NPRU9FWWJVWXdPd2hneHhER2FpR0swRU1ZSUlvN1JRaFNqaHpCR0ZIR01CcUlZVFlReHdvaGp1QkhGNkNLTUVVY2N3NGtvUmh0aGpBSGlHQzVFTWZvSVkwd1F4M0FnaXZGQUdHT0VPQWFMS01ZSFlZd1o0aGdNb2hndmhER0dpS08vaUdMOEVNYVlJbzcrSUlyeFJCaGpqRGg2aXlqR0YyR01PZUxvRGFJWWI0UXhBWWlqdTRoaS9CSEdoQ0NPN2lDS3lVQVlFNFE0MW9Zb0pnZGhUQmppV0IyaW1DeUVNWUdJWTJXSVl2SVF4b1FpanVVaGlzbEVHQk9NT0JaSEZKT0xNQ1ljY2N5UEtDWWJZUVJ4ZENDS0lJeVFSQnh0UkJFU1lVU1dwTWVSS01KR0dKRWpxWEVraXNoR0dERkowdUpJRk9GRUdKRlhVdUpJRkpFUFlVUkJjWThqVVVRaGhCRkZ4VFdPUkJIRkVFYVVGTGM0RWtXVVFoaFJscmpFa1NpaUhJUVJaWXQ2SElraXlrVVlVWkdveHBFb29oS0VFUldMV2h5SklpcEZHRkdWcU1TUktLSWFoQkZWQzNzY2lTS3FSUmhSazdER2tTaWlGb1FSTlF0YkhJa2lha1VZNFlxd3hKRW93ZzMxUVE4QThXSEg4ZmFUeTMxL2JvSUlOekZqQkFBSHdnalgrWDFZeld3UmJ1TlFHcDd3NDdDYUlNSXJ6QmdCd0lFWkl6emx4Y3lSbVNLOHhvd1JBQndJSTN6aDFna1pab3Z3QTRmUzhFMHRoOVVFRVg1aXhnZ0FEc3dZNGJ0S1pvN01GQkVFWm93QTRFQVlFWmhTSjJTWUxTSW9IRW9qVVBrT3F3a2lnc2FNRVFBY21ERWlGQjY2NkhsOVplNlZRUThEa01TTUVTRnl6WmJMZ3g0Q0lJa3dJaVR1ZjJpREpPS0ljTENNTWFhY0RVZmZ1ZFRyc1NDQjdDRG04OEpQWHZWeEpFaUszdlRPa3Rzd1l3UUFCOEtJd0JTYkxVb2NWaU00aEJHQktCVkZHM0ZFRUFnamZGZHVGRzNFRVg3ajVBdDhVMmtROCtHRURHckZ5UmNBcUFKaGhDL2NtQzFLSEZiREg0UVJubk1yaWpiaUNLOFJSbmpLN1NqYWlDTzh4TWtYZU1LcklPYkRDUmxVZ3BNdkFGQUZ3Z2pYK1RsYmxEaXNodnNJSTF6bGR4UnR4QkZ1SW94d1RWQlJ0QkZIdUlXVEw2aFowRUhNaHhNeUtJU1RMd0JRaGJKbmpBQ1FGTXdZQWNDQk1BS0FBMkVFQUFmQ0NBQU9oQkVBSEFnakFEZ1FSZ0J3SUl3QTRFQVlBY0NCTUFLQUEyRUVBQWZDQ0FBT2hCRUFIQWdqQURnUVJnQndJSXdBNEVBWUFjQ0JNQUtBQTJFRUFBZkNDQUFPaEJFQUhBZ2pBRGdRUmdCd0lJd0E0RUFZQWNDQk1BS0FBMkVFQUlmNm9BZFF6Smt6WnpReU1oTDBNQUI0b0xHeFVjM056VUVQSTYvUWh2SE1tVE9hZnQ0Rkd0R1pvSWNDd0FPdHJhM3E3KzhQWlJ4REc4YVJrUkdONkl5dXNmNUxEYWxHeVVySlNsbVNaVWtUbjYxVWF1TCt4R2ZMa21XbE11dHoxeWxuWDFrcHFTNGxLZmN4aldXTi80REJPdmNZdWNzMGZuL2k4WEp1cCt4bGptMVQ1L1l4VnRZMktYdGJ4L0o4OTFPNXk2WHMrL2srV3puM2M5YWxKbTQ3SDBONXRzMnpmOTcxS25EYnVVL0tGSHhNV1daOEREbmpNbzdITVpQV1djN3RaQzhmZnpUTDNpNWxaRmttWjN2TE1oUC9mT2JjL3pLV3ZaM0p1WjlTOXJibTNISjduWDA3NjJQOG45bW9QcFhPYkRlK0xqMngzbDZXVnAxMTduYktrdXBrWkUxc043NXU0cmI5MlVyTDB2am5sSlZXblRUeGVlSXhKclpydE00cVpXK250RkxTeEdPa1ZhZDA1ckhQclIvZnRtNWliUFp0YStLNTZ5YStoanFaaWRzYUg3ZWtPa3Vxa3pWeDIxSzlVa3JKVXAxbEtaVzVuZExwVTBZWGQ3eWxrWkVSd2xpTmVqV28zbW9ZRDZNZHRPd0laaTlMRlF0amJnQmxwWExYbFIzRzNQdFZoekdsbXNKWU9JZzY5N3lsd3VoY3Jqekx5ZzFqb1VnNnR5MFZ4b245WFF0ajl1ZXNNR2F2eTQ1ZHlUQm0zeThqakhZSUM0VXgrMzV1R00yNXdCVUpZeW9uak1ieDJRNmpjc0pZWjVueGVGbVc2bVJOUFBaNHZNYWpaaVp1MjhGVVZneVZONHgxQmNMWVVDQ01xWFBmQWtPSmt5OEE0RUFZQWNDQk1BS0FBMkVFQUFmQ0NBQU9oQkVBSEVKL3VjNVpqY29hdjg1ajR2TzVhenlzekRVc0U1L1RFNWZyMk5kd1dPUDc1VnpIbUZtWEd2K3c3NXVzUzNHTUpsK3VrMWsyY1NsTVdyVmRybU9KNnhqelhhNWovOE83ZGJtTzhsK3VVK3c2UnVPNFhNZStieWF1WTB4WGNSMmpDZkE2eHJGQXIyTlUxdVU2OW0zcDlLbHdYNjRUMmpBYVk5VFMwcUlYVGo4dGpRVTlHZ0J1YTJscGtUSGhER1JvdzJoWmxrNmZQcTJUSjA5cTJyUnBRUThIZ0l1R2hvWjAwVVVYamYvU1JnaUZOb3kyYWRPbUVVWUF2dUxrQ3dBNEVFWUFjQWh0R0p1YW1yUmx5eFkxTlRVRlBSUUFMZ3Y3NjlzeVlUMHRCQUFCQ2UyTUVRQ0NRaGdCd0lFd0FvQURZUVFBQjhJSUFBNnVoZEVZbzN2dnZWZHo1c3pSZWVlZHB5OS8rY3Q2N2JYWFN1NjNhOWN1dGJlM3E2bXBTZTN0N2VycDZTbTQ3VTkvK2xOWmxxVzc3NzQ3czJ4MGRGVDMzSE9QRmk1Y3FLbFRwMnJPbkRuYXNHR0Qvdld2ZjJXMitlQ0REL1Q5NzM5ZmwxMTJtYVpNbWFKNTgrYnBycnZ1MGtjZmZWVFQxd3drMWJadDIvVFp6MzVXemMzTjZ1am8wRi8rOHBlaTIrL2J0MDhkSFIxcWJtN1dKWmRjb3UzYnQrZXNmKzIxMTNUVFRUZXByYTFObG1YcEY3LzR4YVRIc05jNVArNjg4MDQzdjdSeHhpVmRYVjNtL1BQUE43dDI3VEo5ZlgzbWExLzdtcGs5ZTdZWkdob3F1TS8rL2Z0TlhWMmR1Zi8rKzgzeDQ4Zk4vZmZmYitycjY4MkJBd2NtYlh2dzRFSFQxdFptRmkxYVpEbzdPelBMUC96d1E3Tnk1VXJ6MkdPUG1iLzk3Vy9tcFpkZU1rdVhMalVkSFIyWmJmcjYrc3k2ZGV2TVUwODlaZDU4ODAzenB6Lzl5Y3lmUDkvY2ROTk5ibjM1UUdJOCt1aWpwcUdod1R6ODhNUG0yTEZqcHJPejAweWRPdFdjT0hFaTcvWi8vL3ZmelpRcFUweG5aNmM1ZHV5WWVmamhoMDFEUTRQNXd4LytrTm5tNE1HRFp0T21UZVozdi91ZGFXMXROVC8vK2M4blBjN2c0S0I1NTUxM01oKzl2YjFHa25uMjJXZGQveHBkQ1dNNm5UYXRyYTJtcTZzcnMrek1tVE5tK3ZUcFp2djI3UVgzdS9ubW04MmFOV3R5bGwxMzNYWG1sbHR1eVZsMjZ0UXBNMy8rZk5QYjIydFdyRmlSRThaOERoNDhhQ1FWL0ljeXhwamYvLzczcHJHeDBZeU9qaFo5TEFDNWxpeFpZcjc5N1cvbkxGdXdZSUhadkhsejN1MS8rTU1mbWdVTEZ1UXN1K09PTzh5eVpjdnlibi94eFJmbkRhTlRaMmVudWZUU1MwMDZuUzV2NEJWdzVWQzZ2NzlmQXdNRFdyMTZkV1paVTFPVFZxeFlvZjM3OXhmYzc2V1hYc3JaUjVLdXUrNjZTZnZjZWVlZFdydDJyVmF1WEZuV2VENzY2Q05abHFWUGZlcFRSYmVaTm0yYTZ1dEQvejRhUUdpTWpJem81WmRmbnZTNlhiMTZkY0hYZXFIWCtlSERoelU2T2xyMU9IYnMyS0Z2ZmV0Ym5yeERqeXRWR0JnWWtDVE5talVyWi9tc1diTjA0c1NKb3Z2bDI4ZCtQRWw2OU5GSDlkZS8vbFdIRGgwcWF5eG56cHpSNXMyYjlZMXZmS1BndS9LOC8vNzd1dSsrKzNUSEhYZVU5WmdBeHIzMzNuc2FHeHNyK2JyTlZ1aDFmdmJzV2IzMzNudWFQWHQyeGVONDRva245T0dISCtyV1cyK3RlTjl5VkRWai9PMXZmNnVXbHBiTWgxMTlaN21OTVNWclhteWZreWRQcXJPelV6dDI3RkJ6YzNQSmNZMk9qdXFXVzI1Uk9wM1d0bTNiOG00ek5EU2t0V3ZYcXIyOVhWdTJiQ241bUFBbXEvUzFubS83Zk12TDFkM2RyZXV2djE1ejVzeXBhdjlTcXBveDNuampqVnE2ZEdubS92RHdzS1R4N3d6WjlSOGNISnowblNKYmEydnJwTzh5MmZ1OC9QTExHaHdjVkVkSFIyYjkyTmlZbm4vK2VmM3lsNy9VOFBDdzZ1cnFKSTFIOGVhYmIxWi9mNy8rL09jLzU1MHRuanAxU212V3JGRkxTNHQ2ZW5yVTBOQlF4VmNQSk5mTW1UTlZWMWRYOUhYclZPaDFYbDlmcndzdnZMRGlNWnc0Y1VKNzkrN1Y0NDgvWHZHKzVhcHF4bmorK2VmcmM1LzdYT2FqdmIxZHJhMnQ2dTN0eld3ek1qS2lmZnYyNmVxcnJ5NzRPRmRkZFZYT1BwSzBaOCtlekQ3WFhudXQrdnI2ZFBUbzBjekg0c1dMOWMxdmZsTkhqeDZkRk1VMzNuaERlL2Z1emZzZmUyaG9TS3RYcjFaalk2T2VldXFwc21hZ0FISTFOamFxbzZOajB1dTJ0N2UzNEd1OTBPdDg4ZUxGVlUxT0hubmtFWDM2MDUvVzJyVnJLOTYzYkc2ZHhlbnE2akxUcDA4M2p6Lyt1T25yNnpOZi8vclhKMTJ1czM3OStwd3pWeSsrK0tLcHE2c3pYVjFkNXZqeDQ2YXJxNnZnNVRvMjUxbnAwZEZSYytPTk41clBmT1l6NXVqUm96bW44NGVIaDQweHhnd05EWm1sUzVlYWhRc1htamZmZkRObm03Tm56N3IxbndCSUJQdHluZTd1Ym5QczJERno5OTEzbTZsVHA1cTMzbnJMR0dQTTVzMmJ6ZnIxNnpQYjI1ZnIvT0FIUHpESGpoMHozZDNka3k3WEdSNGVOa2VPSERGSGpod3hzMmZQTnBzMmJUSkhqaHd4Yjd6eFJzNXpqNDJObVhuejVwbDc3cm5IMDYvUnRUQ20wMm16WmNzVzA5cmFhcHFhbXN6eTVjdE5YMTlmempZclZxd3dHemR1ekZtMmMrZE9jOWxsbDVtR2hnYXpZTUVDczJ2WHJxTFA0d3hqZjMrLzBmZ2Z1SnYwWVYvZjlPeXp6eGJjcHIrLzM0V3ZIa2lXQng5ODBGeDg4Y1dtc2JIUlhIbmxsV2Jmdm4yWmRSczNialFyVnF6STJmNjU1NTR6WC96aUYwMWpZNk5wYTJzenYvclZyM0xXRjNvZE94L25tV2VlTVpMTTY2Ky83dFdYWm93eGh2ZGpCQUFIZmxjYUFCd0lJd0E0RUVZQWNDQ01BT0JBR0FIQWdUQUNnQU5oQkFBSHdnZ0FEb1FSQUJ3SUl3QTRFRVlBY1BoL3creEVWOU4wbmRRQUFBQUFTVVZPUks1Q1lJST0iLAotICAgICAgInRleHQvcGxhaW4iOiBbCi0gICAgICAgIjxGaWd1cmUgc2l6ZSA2NDB4NDgwIHdpdGggMiBBeGVzPiIKLSAgICAgIF0KLSAgICAgfSwKLSAgICAgIm1ldGFkYXRhIjoge30sCi0gICAgICJvdXRwdXRfdHlwZSI6ICJkaXNwbGF5X2RhdGEiCi0gICAgfQotICAgXSwKKyAgICJvdXRwdXRzIjogW10sCiAgICAic291cmNlIjogWwogICAgICJmID0gdHhwaXBlLmRhdGFfdHlwZXMuTWFwc0ZpbGUoXCIuL2RhdGEvZXhhbXBsZS9vdXRwdXRzX21ldGFkZXRlY3Qvc291cmNlX21hcHMuaGRmNVwiLCBcInJcIilcbiIsCiAgICAgIlxuIiwKQEAgLTExOTgsMzEgKzc4OCwxMCBAQAogICB9LAogICB7CiAgICAiY2VsbF90eXBlIjogImNvZGUiLAotICAgImV4ZWN1dGlvbl9jb3VudCI6IDIxLAorICAgImV4ZWN1dGlvbl9jb3VudCI6IG51bGwsCiAgICAiaWQiOiAiMTUzZTgxYjgiLAogICAgIm1ldGFkYXRhIjoge30sCi0gICAib3V0cHV0cyI6IFsKLSAgICB7Ci0gICAgICJkYXRhIjogewotICAgICAgInRleHQvcGxhaW4iOiBbCi0gICAgICAgInsnY2h1bmtfcm93cyc6IDEwMDAwMCxcbiIsCi0gICAgICAgIiAnZGVjX2NlbnQnOiBuYW4sXG4iLAotICAgICAgICIgJ25iaW4nOiA0LFxuIiwKLSAgICAgICAiICduYmluX3NvdXJjZSc6IDQsXG4iLAotICAgICAgICIgJ25waXhfeCc6IC0xLFxuIiwKLSAgICAgICAiICducGl4X3knOiAtMSxcbiIsCi0gICAgICAgIiAnbnNpZGUnOiA2NCxcbiIsCi0gICAgICAgIiAncGl4ZWxfc2l6ZSc6IG5hbixcbiIsCi0gICAgICAgIiAncGl4ZWxpemF0aW9uJzogJ2hlYWxwaXgnLFxuIiwKLSAgICAgICAiICdyYV9jZW50JzogbmFuLFxuIiwKLSAgICAgICAiICdzcGFyc2UnOiBUcnVlfSIKLSAgICAgIF0KLSAgICAgfSwKLSAgICAgImV4ZWN1dGlvbl9jb3VudCI6IDIxLAotICAgICAibWV0YWRhdGEiOiB7fSwKLSAgICAgIm91dHB1dF90eXBlIjogImV4ZWN1dGVfcmVzdWx0IgotICAgIH0KLSAgIF0sCisgICAib3V0cHV0cyI6IFtdLAogICAgInNvdXJjZSI6IFsKICAgICAiZi5yZWFkX21hcF9pbmZvKFwiZzFfMVwiKSIKICAgIF0KQEAgLTEyMzksMjEgKzgwOCwxMCBAQAogICB9LAogICB7CiAgICAiY2VsbF90eXBlIjogImNvZGUiLAotICAgImV4ZWN1dGlvbl9jb3VudCI6IDIyLAorICAgImV4ZWN1dGlvbl9jb3VudCI6IG51bGwsCiAgICAiaWQiOiAiZDIzZGQ1NTMiLAogICAgIm1ldGFkYXRhIjoge30sCi0gICAib3V0cHV0cyI6IFsKLSAgICB7Ci0gICAgICJuYW1lIjogInN0ZG91dCIsCi0gICAgICJvdXRwdXRfdHlwZSI6ICJzdHJlYW0iLAotICAgICAidGV4dCI6IFsKLSAgICAgICJSb290IGtleXMgPEtleXNWaWV3SERGNSBbJ21hcHMnLCAncHJvdmVuYW5jZSddPlxuIiwKLSAgICAgICJNYXAga2V5czogPEtleXNWaWV3SERGNSBbJ3BpeGVsJywgJ3ZhbHVlJ10+XG4iLAotICAgICAgIlszNjc3OCAzNjc3OSAzNzAzNSAzNzI5MCAzNzI5MV1cbiIsCi0gICAgICAiWyAwLjAxNjk3MTU0IC0wLjAyNzQ4NDQ1ICAwLjAwMjYxMDQxIC0wLjA0MjIxMjEzICAwLjAxNjcyOSAgXVxuIgotICAgICBdCi0gICAgfQotICAgXSwKKyAgICJvdXRwdXRzIjogW10sCiAgICAic291cmNlIjogWwogICAgICJwcmludChcIlJvb3Qga2V5c1wiLCBmLmZpbGUua2V5cygpKVxuIiwKICAgICAiXG4iLApAQCAtMTI3MywyMSArODMxLDEwIEBACiAgIH0sCiAgIHsKICAgICJjZWxsX3R5cGUiOiAiY29kZSIsCi0gICAiZXhlY3V0aW9uX2NvdW50IjogMjMsCisgICAiZXhlY3V0aW9uX2NvdW50IjogbnVsbCwKICAgICJpZCI6ICJkYjM4Mzc2OSIsCiAgICAibWV0YWRhdGEiOiB7fSwKLSAgICJvdXRwdXRzIjogWwotICAgIHsKLSAgICAgImRhdGEiOiB7Ci0gICAgICAiaW1hZ2UvcG5nIjogImlWQk9SdzBLR2dvQUFBQU5TVWhFVWdBQUFrMEFBQUlEQ0FZQUFBQVpxQ3BFQUFBQU9YUkZXSFJUYjJaMGQyRnlaUUJOWVhSd2JHOTBiR2xpSUhabGNuTnBiMjR6TGpndU5Dd2dhSFIwY0hNNkx5OXRZWFJ3Ykc5MGJHbGlMbTl5Wnk4ZkpTTjFBQUFBQ1hCSVdYTUFBQTloQUFBUFlRR29QNmRwQUFBbWpFbEVRVlI0bk8zZGU3U1ZaWjNBOGQvbWNEZ0hQQktDNGgwdmxPR2xBWVNSREVrQ0U1Y0lwam1OWTQ3SVd1TmsxbXF5YVNZYk16SmJabFBqeXJFUkwwdFJSOFpHMDFBalNSQmhVcEcwRkV0ZDVpaldhRG5xV0NZV25nUG5uVDlnYi9hNThwenJ2bjArYTdIVzN1Lzc3dmQ5OWw0Q1g1LzM0ZXhjbG1WWkFBRFFyU0dsSGdBQVFDVVFUUUFBQ1VRVEFFQUMwUVFBa0VBMEFRQWtFRTBBQUFsRUV3QkFBdEVFQUpCQU5BRUFKQkJOVUVHZWZQTEpXTGh3WVJ4MDBFSFIyTmdZVFUxTmNlU1JSOFkvLy9NL3h4dHZ2Tkd2MS9xUC8vaVArUGEzdjkydjUreE1McGVMcjN6bEt3TituZDY2OGNZYkk1Zkx4WXN2dmxqcW9RQWxsdk0xS2xBWnJydnV1amp2dlBQaXZlOTliNXgzM25seDJHR0hSVXRMU3p6MjJHTngzWFhYeGNTSkUrUDczLzkrdjEzdnBKTk9pbC84NGhjREhndVBQUEpJN0xmZmZySGZmdnNONkhWNjY3WFhYb3ZubjM4K0prK2VIQTBORGFVZURsQkNvZ2txd0xwMTYyTEdqQm54NFE5L09KWXRXOWJoTCsvbTV1WllzV0pGeko4L3Y4L1grdU1mL3hnalJvd1l0R2dDcUJSdXowRUZ1UFRTU3lPWHk4VzExMTdiNld6SHNHSEQyZ1RUZi83bmY4Ynh4eDhmZSsrOWR3d2ZQandPUGZUUXVPQ0NDK0x0dDk5dTg3cXp6ejQ3bXBxYTR1Yy8vM2tjZi96eHNldXV1OGJzMmJOajVzeVpzWHo1OHZqVnIzNFZ1Vnl1OEN1dnViazV2dmExcjhXRUNST2lvYUVoOXRoamoxaTRjR0c4OXRwcmJjNi9ldlhxbURselpvd1pNeWFHRHg4ZTQ4YU5pNDkrOUtQeHh6LytzWEJNKzl0enI3MzJXbUVtcmFtcEtjYU9IUnV6WnMyS0gvLzR4MjNPL2VLTEwwWXVsNHR2ZmV0YmNmbmxsOGRCQngwVVRVMU5jZlRSUjhjamp6elM3ZWU1WWNPR3lPVnljZjMxMTNmWWQrKzk5MFl1bDR1Nzc3NDdJcnErUGJkcTFhcVlQWHQyakJ3NU1rYU1HQkhUcDArUCsrKy92N0QvcWFlZWlsd3VGN2ZmZm50aDIwOS8rdFBJNVhKeCtPR0h0em5YL1Buelk4cVVLZDJPR1NnOTBRUmxidXZXcmJGNjllcVlNbVZLN0wvLy9rbXZlZTY1NStMRUUwK002NisvUGxhc1dCR2YvZXhuNDdiYmJvdDU4K1oxT0xhNXVUbm16NThmczJiTmlydnV1aXN1dnZqaXVPcXFxMkw2OU9teDExNTd4YnAxNndxL0lpSmFXMXZqNUpOUGpzc3V1eXpPT09PTVdMNThlVngyMldXeGN1WEttRGx6WnZ6cFQzK0tpRzFSTTNmdTNCZzJiRmpjY01NTnNXTEZpcmpzc3N0aWwxMTJpZWJtNWk3SG5sK2J0V2pSb2xpK2ZIa3NXYklrRGo3NDRKZzVjMmFzV2JPbXcvSC85bS8vRml0WHJveHZmL3Zic1hUcDBuajc3YmZqeEJOUGpEZmZmTFBMYTB5Y09ERW1UNTRjUzVZczZiRHZ4aHR2akxGang4YUpKNTdZNWV0dnVlV1dPUDc0NDJQa3lKRngwMDAzeFcyMzNSYWpSNCtPT1hQbUZNTHA4TU1QajczMzNqdFdyVnBWZU4ycVZhdGkrUERoOGZUVFQ4ZHZmdk9iaUlqWXNtVkxyRjI3Tm80NzdyZ3Vyd2VVaVF3b2E2Kzg4a29XRWRucHA1L2VxOWUzdHJabUxTMHQyZHExYTdPSXlEWnMyRkRZdDJEQmdpd2lzaHR1dUtIRDYrYk9uWnNkY01BQkhiYmZldXV0V1VSa2Q5eHhSNXZ0ano3NmFCWVIyVlZYWFpWbFdaWjk3M3ZmeXlJaWUrS0pKN29kWDBSa2l4WXQ2bkwvbGkxYnNwYVdsbXoyN05uWkthZWNVdGkrY2VQR0xDS3k5NzN2ZmRtV0xWc0syMy95azU5a0VaSGRldXV0M1Y3M1gvLzFYN09JeUo1OTl0bkN0amZlZUNOcmFHakkvdjd2Lzc2d2JjbVNKVmxFWkJzM2JzeXlMTXZlZnZ2dGJQVG8wZG04ZWZQYW5HL3IxcTNaeElrVHM2T09PcXF3N2N3eno4d09Qdmpnd3ZQampqc3VPK2VjYzdMZGR0c3R1K21tbTdJc3k3S0hIbm9vaTRqc3Z2dnU2M2E4UU9tWmFZSXE5TUlMTDhRWlo1d1JlKzIxVjlUVjFVVjlmWDBjZSt5eEVSSHh6RFBQZERqK294LzlhUEs1Zi9DREg4U29VYU5pM3J4NXNXWExsc0t2U1pNbXhWNTc3VldZRFpvMGFWSU1HellzL3Zadi96WnV1dW1tZU9HRkY1S3ZjZlhWVjhlUlJ4NFpqWTJOTVhUbzBLaXZyNC83NzcrLzA3SFBuVHMzNnVycUNzLy83TS8rTENJaWZ2V3JYM1Y3alk5Ly9PUFIwTkFRTjk1NFkySGJyYmZlR3UrODgwNHNYTGl3eTljOS9QREQ4Y1liYjhTQ0JRdmF2UC9XMXRZNDRZUVQ0dEZISHkzY0JwMDllM2E4OE1JTHNYSGp4dGk4ZVhNOCtPQ0RjY0lKSjhTSFB2U2hXTGx5WlVSc20zMXFhR2lJWTQ0NUp2bnpBVXBETkVHWjIzMzMzV1BFaUJHeGNlUEdwT00zYmRvVU0yYk1pUFhyMThmWHZ2YTFXTE5tVFR6NjZLTng1NTEzUmtRVWJwL2xqUmd4SWthT0hKazhudi85My8rTjMvLys5ekZzMkxDb3I2OXY4K3VWVjE2SjExOS9QU0lpeG84Zkg2dFdyWXF4WThmR3B6NzFxUmcvZm55TUh6OCtycmppaW03UGYvbmxsOGNuUC9uSm1EWnRXdHh4eHgzeHlDT1B4S09QUGhvbm5IQkNoN0ZIUkl3Wk02Yk44L3lhcjg2T0xUWjY5T2lZUDM5KzNIenp6YkYxNjlhSTJIWnI3cWlqanVxdzVxajkrNCtJT08yMDB6cTgvMjk4NHh1UlpWbmhGbVArbHR1cVZhdml3UWNmakphV2xwZzFhMVljZDl4eGhkdDRxMWF0aXVuVHA4Znc0Y083SFM5UWVrTkxQUUNnZTNWMWRURjc5dXk0OTk1NzQ2V1hYdHJwUDgxZnZYcDEvT1kzdjRrMWE5WVVacGNpSW43Lys5OTNlbnp4QXU4VXUrKytlNHdaTXlaV3JGalI2ZjVkZDkyMThIakdqQmt4WThhTTJMcDFhenoyMkdOeDVaVlh4bWMvKzluWWM4ODk0L1RUVCsvMDliZmNja3ZNbkRrekZpOWUzR2I3VzIrOTFhTnhwbGk0Y0dIY2Z2dnRzWExseWhnM2JsdzgrdWlqSGE3YjN1Njc3eDRSRVZkZWVXVzgvLzN2Ny9TWVBmZmNNeUlpOXR0dnZ6amtrRU5pMWFwVmNlQ0JCOGJVcVZOajFLaFJNWHYyN0RqdnZQTmkvZnIxOGNnamo4VEZGMS9jdjI4TUdCQ2lDU3JBRjcvNHhmamhEMzhZNTV4elR0eDExMTB4Yk5pd052dGJXbHBpeFlvVk1XL2V2RUlFdGY5WGR0ZGNjMDJQcnRuUTBORHBiTTFKSjUwVTMvM3VkMlByMXEweGJkcTBwSFBWMWRYRnRHblRZc0tFQ2JGMDZkTDQyYzkrMW1VMDVYSzVEbU4vOHNrblk5MjZkY2tMNFZNZGYvenhzZSsrKzhhU0pVdGkzTGh4MGRqWUdILzFWMy9WN1d1bVQ1OGVvMGFOaXFlZmZqbysvZWxQNy9RYXh4MTNYTngyMjIyeC8vNzd4OXk1Y3lNaTRwQkREb2x4NDhiRmw3Lzg1V2hwYWJFSUhDcUVhSUlLY1BUUlI4Zml4WXZqdlBQT2l5bFRwc1FuUC9uSk9Qend3Nk9scFNVZWYvenh1UGJhYStPSUk0NkllZlBteFFjKzhJSFliYmZkNHR4eno0MUZpeFpGZlgxOUxGMjZORFpzMk5DamE3N3ZmZStMTysrOE14WXZYaHhUcGt5SklVT0d4TlNwVStQMDAwK1BwVXVYeG9rbm5oaC85M2QvRjBjZGRWVFUxOWZIU3krOUZBODg4RUNjZlBMSmNjb3BwOFRWVjE4ZHExZXZqcmx6NThhNGNlTmk4K2JOY2NNTk4wUkVkQnNKSjUxMFVseHl5U1d4YU5HaU9QYllZK1BaWjUrTnIzNzFxM0hRUVFmRmxpMWIrdlE1dGxkWFZ4ZG5uWFZXWEg3NTVURnk1TWc0OWRSVDQxM3ZlbGUzcjJscWFvb3JyN3d5Rml4WUVHKzg4VWFjZHRwcE1YYnMySGp0dGRkaXc0WU44ZHBycjdXWnJabzllM1pjZGRWVjhmcnJyN2Y1Q2V1elo4K09KVXVXeEc2NzdlYkhEVUNsS1BWS2RDRGRFMDg4a1MxWXNDQWJOMjVjTm16WXNHeVhYWGJKSmsrZW5IMzV5MS9PWG4zMTFjSnhEei84Y0hiMDBVZG5JMGFNeVBiWVk0L3NiLzdtYjdLZi9leG5XVVJrUzVZc0tSeTNZTUdDYkpkZGR1bjBXbSs4OFVaMjJtbW5aYU5HamNweXVWeFcvTWRGUzB0TDlxMXZmU3ViT0hGaTF0alltRFUxTldVVEpreklQdkdKVDJUUFBmZGNsbVZadG03ZHV1eVVVMDdKRGpqZ2dLeWhvU0ViTTJaTWR1eXh4MlozMzMxM20rdEV1Mzg5OTg0NzcyU2YvL3puczMzMzNUZHJiR3pNamp6eXlHelpzbVhaZ2dVTDJ2eHJ2dnkvbnZ2bU43L1pZZXp0ejltZFgvN3lsMWxFWkJHUnJWeTVzc1ArOXY5NkxtL3QyclhaM0xsenM5R2pSMmYxOWZYWnZ2dnVtODJkT3plNy9mYmIyeHozdTkvOUxoc3laRWkyeXk2N1pNM056WVh0UzVjdXpTSWlPL1hVVTVQR0NaU2Vud2dPQUpEQXY1NERBRWdnbWdBQUVvZ21BSUFFb2drQUlJRm9BZ0JJSUpvQUFCSWsvM0JMUCtZZkFLaFdpeFl0MnVreFpwb0FBQktJSmdDQUJLSUpBQ0NCYUFJQVNDQ2FBQUFTaUNZQWdBU2lDUUFnZ1dnQ0FFZ2dtZ0FBRW9nbUFJQUVvZ2tBSUlGb0FnQklJSm9BQUJLSUpnQ0FCS0lKQUNDQmFBSUFTQ0NhQUFBU2lDWUFnQVNpQ1FBZ2dXZ0NBRWdnbWdBQUVvZ21BSUFFb2drQUlJRm9BZ0JJSUpvQUFCS0lKZ0NBQktJSkFDQ0JhQUlBU0NDYUFBQVNpQ1lBZ0FTaUNRQWdnV2dDQUVnZ21nQUFFb2dtQUlBRW9na0FJSUZvQWdCSUlKb0FBQktJSmdDQUJLSUpBQ0NCYUFJQVNDQ2FBQUFTaUNZQWdBU2lDUUFnZ1dnQ0FFZ2dtZ0FBRW9nbUFJQUVvZ2tBSUlGb0FnQklJSm9BQUJLSUpnQ0FCS0lKQUNDQmFBSUFTQ0NhQUFBU2lDWUFnQVNpQ1FBZ2dXZ0NBRWdnbWdBQUVvZ21BSUFFb2drQUlJRm9BZ0JJSUpvQUFCS0lKZ0NBQktJSkFDQ0JhQUlBU0NDYUFBQVNpQ1lBZ0FTaUNRQWdnV2dDQUVnZ21nQUFFb2dtQUlBRW9na0FJSUZvQWdCSUlKb0FBQktJSmdDQUJLSUp5c2pxOWNOTFBRUUF1akMwMUFNQXRza0gwK3IxdzJQV3REK1ZlRFNWNTZHN3M4TGo2Zk56SlJ3SlVLM01ORUVaYUQvRFpNYXBaNHFEcWJQbkFQMUJORUVKclY0L3ZNdEFFazQ3OTlEZFdaZUJKSnlBL2lhYW9Jd0pwNzRSVGtCL0VrMVFJcWxCSkp3Nmx4cEV3Z25vTDZJSlNxQ25JU1NjZHVqdWxseDNyd0hvSzlFRWc2eTNBU1NjK2tZNEFYMGxtbUNRZExmb3V5Zm5xRlc5bVdIcTdCd0F2U1dhb01MVWNqajFCK0VFOUpab2drSFEzNkZUYStIVTM2RWpuSURlRUUwd3dBWXFjR29oblByamxseDM1d2JvQ2RFRUEyaWd3NllXd21rZ0NTZWdKMFFURElEK1dQVGRrMnRWbTRHY1llcnNXZ0FwUkJOVWdXb01wOEVrbklBVW9nbjYwV0RPTUhWMjdVbzNtRE5NblYwYm9EdWlDYXBJSllkVE9VUkxPWXdCS0YraUNmcEp1UVJMdVl5alVna25vQ3REU3owQXFIVGxHQ21yMXcrUFdkUCtWT3BoSkNuSFNNbVBhZnI4WElsSEFwUVRNMDFRcGNveDVnQXFtWmttNktWS2lKSnlubkVxeHhtbTlzdzRBY1hNTkVFdlZFSXc1WlhqV0NzaG1JcFYybmlCZ1NHYW9JZktNVUoycGhMSERGQnUzSjZESHFqaytDaUhXM1dWUEdQalZoMWdwZ2tTVlhJdzVWWERld0FvRlROTmtLQ2FZcU1VTTA2VlBNUFVuaGtucUYxbW1tQW5xaW1ZOGdielBWVlRNQldyMXZjRmRFMDBRVGVxTVpqeXF2bTlBUXdFdCtlZ0M3VVFGZm4zT0JDMzYycGhKc2F0T3FndFpwcWdFN1VRVE1WcTdmMEM5SWFaSm1pblZnT2l2eGFJMThJTVUzdG1uS0EybUdtQ0lyVWFUSGw5ZmYrMUdFekZhdjM5UTdVVFRiQmRyUWRUWG04L0I4RUFWRHZSQkNHWTJ1dnA1eUdZZG5qbzdzem5BVlZLTkZIekJGUG5VajhYZ1FEVUNndkJxV21DcVh2ZExRNFhTOTJ6T0J5cWo1a21hcFpnU3VOejZodHhDZFZETkZHVGhFRGZDQUdnRm9rbWFvNWc2cm5WNjRjWFBqZkIxSE1XaDBOMUVFM1VGTUhVTnhkOTRwWlNEd0dnWkN3RXA2YmtGeldMcDU1NTRJYnJDbzlYTEY4YUo4ejllQWxIVTVrc0NJZktaNmFKbWpRUVgxQmJTMVlzWDFycUlWUVV3UVRWUVRSUnM0UlRtdUpaSm9CYTV2WWNOVzNXdEQrNVZkZU43b0lwUDl2a1ZsM256QzVCOVRIVFJNMHo0OVM1MUJrbXQrcUFXaUdhSUlSVGV6MjlKU2VjZHBnK1AyZVdDYXFVYUlMdGhOTTJ2VjNESkp5QWFpZWFvRWl0aDVORjMzMWpoZ21xbTRYZzBFNnRMZzd2ajJDcTFjWGhZZ2xxZzVrbTZFU3R6VGoxOXd5VFczVkFOUkpOMElWYUNhZUJ1aVZYQytGazBUZlVGdEVFM2FqMmNCcm9OVXkxRUU1QTdSQk5zQlBWR2s0V2ZmZU5HU2FvUFJhQ1E0SnFXeHcrbU1GVWJZdkR4UkxVTGpOTmtLaGFacHhLTmNQa1ZoMVE2VVFUOUVDbGgxT3BiOGxWY2poWjlBMklKdWloU2cyblVnZFRYaVdIRTFEYlJCUDBRcVdGVTdrRVU2VXl3d1JFV0FnT3ZWWXBpOFBMTVpncVpYRzRXQUtLbVdtQ1BpajNHYWR5REtaaWJ0VUJsVVEwUVIrVmF6aVZlekRsbFdNNFdmUU5kRVkwUVQ4b3QzQ3FsR0RLSzhkd0FtaFBORUUvS1pkd3FyUmdLamRtbUlDdVdBZ08vYWpVaThNck9aaEt2VGhjTEFFN1k2WUorbG1wWnB3cU9aaUt1VlVIbENzelRUQUFCbnZHcVZxQ0tXOHdaNTNNTUFHcHpEVEJBQm1zR2FkcUN5YUFjaVdhWUFBTmREaFZlekFOOUswNnMweEFUNGdtR0dBREZVN1ZIa3g1SzVZdkhaQjRFa3hBVDFuVEJJT2dQOWM0MVVvc0RTVEJCUFNHYUlKQjBoL2hWTXZCMUIrTHc4VVMwQmR1ejhFZzZzdXR1bG9PSm9CeVlLWUpCbGx2WnB3RTB3NjltWEV5d3dUMEJ6Tk5VQUk5bVhFU1RKM3pRekNCd1NhYW9FUlN3a2t3OVoxWkpxQy91RDBISmRUZHJUckJ0SFBkM2FvVFMwQi9NOU1FSmRiWmpKTmdBaWcvWnBxZ0RCVFBPQW1tbml1ZWNUTERCQXdVTTAxUUptWk4rNU5nNmlPTHc0R0JKSnFnVER4NHlUTXhaNzhwcFI1R1JadXp6NlJTRHdHb1lxSUp5c0NEbHp4VGVDeWNlbTdPUHBNS3dmVGd4YitJQnkvK1JXa0hCRlFsMFFRbFZoeE1lY0lKb1B4WUNBNGwxRmt3NWVYRDZVY3YvWFN3aGxOeHVyc2RsNTl0T21iUkVZTTBHcURhbVdtQ0V1a3VtSXFaZGVvYnQrcUEvaUthb0FSU2c0bXVXZlFORERhMzUyQ1E5U2FZM0tyYm9UZXg1RllkMEIvTU5NRWc2dXNNazF0MUFLVWptbUNROU5jdHVWb05wK0lmSzlCYmZod0IwQmVpQ1FaQmY2OWhxclZ3NnUvMVM4SUo2QTNSQkFQTW91KytzZUFiS0JlaUNRYlFRQWJUblAybVZQMk0wMEFHazF0MVFFK0pKaGdnZ3pYRFZLM2haSVlKS0RlaUNRYkFZTitTcTdad0dzeGdNdU1FcEJKTjBNOUt0WWFwV3NMSkRCTlFya1FUOUNPTHZ2dW1sTUZrdGduWUdkRUUvYVFjZ3FtU0Y0ZVh3d3lUVzNWQWQwUVQ5SU55Q0taaWxSWk81UkJNQURzam1xQ1B5aTJZOGlvbG5Nb3htTXc0QVowUlRkQUg1UnBNZWVVZVR1VVlUQUJkRVUzUVMrVWVUT1d1RW9MSmJCTlFURFJCTDFSU01KWGo0dkJLQ0tZOHQrcUFQTkVFUFZSSndWU3NYTUtwa29JSm9KaG9naDZvMUdES0szVTRWWEl3bVhFQ1JCTWtxdlJneWl0Vk9GVnlNQUZFaUNaSVVpM0JWQ3JWRkV4bW02QjJpU2JZaVdvTXBzRmNIRjVOd1pUblZoM1VKdEVFM2FqR1lDbzIwT0ZVamNFRTFDN1JCRjJvOW1ES0c2aHdxb1ZnTXVNRXRVVTBRU2RxSlpqeStqdWNhaUdZZ05vam1xQ2RXZ3VtL2xhTHdXUzJDV3FEYUlJaXRSeE0vYkU0dkJhREtjK3RPcWgrb2dtMnErVmdLdGJiY0tybFlBSnFnMmlDRUV6dDlUU2NCTk1PWnB5Z2Vva21hcDVnNmx4cU9Ba21vRmFJSm1xYVlPb2J3ZFExczAxUWZVUVROVXN3N1Z4M2k4TUYwODY1VlFmVlJUUlJrd1JUM3dnbW9CYUpKbXFPWU9xNTRoa253ZFJ6WnB5Z09vZ21JTmtsMTV4WjZpRUFsSXhvb3VZY2M5R2hwUjVDUmZLNTljMHhpNDRvOVJDQVBoSk4xQ1FCMERQRm45Y3hpNDRRQUQzazg0THFJSnFvV2NJcGpjK3Bid1FUVkkraHBSNEFsTkl4RngxcVlYZzN1Z3VtZkF4WTROdzVzUVRWeDB3VE5jOU1TdWRTUHhkeEFOUUswUVFobk5yemVmU05rSVRxSkpwZ082R3dUVzgrQjR2RGQvQTVRUFVTVFZDazFzT3AxdDkvWHdrbXFHNFdna003dGJvNHZEK0NxVllYaDRzbHFBMW1tcUFUdFRiajB0L3ZWMFFBMVVnMFFSZHFKWndHNm4zV1FqaFp5d1cxUlRSQk42bzluQWI2L1FrS29KcUlKdGlKYWcybmFuMWZnMFVRUXUyeEVCd1NWTnZpOE1FTXBtcGJIQzZXb0hhWmFZSkUxVEl6VTZyM0lUYUFTaWVhb0FjcVBaeEtQZjVLRGllTHZnSFJCRDFVNnZEb3JYSVp0L0FBS3BWb2dsNG9sd0JKVlduakxUZENENGl3RUJ4NnJWSVdoNWRqTUZYSzRuQ3hCQlF6MHdSOVVJNUJVcXpzeHlkS2dBb2ltcUNQeWpWTXluVmM3WlZqT0ZuMERYUkdORUUvS0xkQUtiZng3SXhBQVNxQmFJSitVaTZoVWk3anFGUUNEdWlLaGVEUWowcTlPTHlTZzZuVWk4UEZFckF6WnBxZ241WHNKMjVYY0RBVkV5OUF1UkpOTUFBR08yQ3FKWmp5QmpPY0xQb0dVb2ttR0NDREZUTFZGa3g1UWdZb042SUpCdEJBQjAyMUJ0TmdFV1pBVDRnbUdHQURGVGExRUV3RGVldE1NQUU5SlpwZ0VQUjM0TlJDTUJYcjc4QVJURUJ2aUNZWUpQMFZPclVXVEhuOUVUb1dmUU45SVpwZ0VQVTFlR28xbVBJRUQxQktvZ2tHV1cvRHA5YURxYThFRjlCWG9nbEtvS2NCSkpoMjZNMHROc0VFOUFmUkJDV1NHa0tDcVhPcElTU1lnUDRpbXFDRWRoWkVncWw3M1FXUlJkOUFmeE5OVUdKZGhaRmdTaU9NZ01FaW1xQU10QThrd2RRM1Fnb1lDS0lKeWtRK2xBUlR6eFhmaWhOTXdFQVJUVkJHQkZQZkNDWmdJSWttQUlBRW9na0FJSUZvQWdCSUlKb0FBQktJSmdDQUJLSUpBQ0NCYUFJQVNDQ2FBQUFTaUNZQWdBU2lDUUFnZ1dnQ0FFZ2dtZ0FBRW9nbUFJQUVvZ2tBSUlGb0FnQklJSm9BQUJLSUpnQ0FCS0lKQUNDQmFBSUFTQ0NhQUFBU2lDWUFnQVNpQ1FBZ2dXZ0NBRWdnbWdBQUVvZ21BSUFFb2drQUlJRm9BZ0JJSUpvQUFCS0lKZ0NBQktJSkFDQ0JhQUlBU0NDYUFBQVNpQ1lBZ0FTaUNRQWdnV2dDQUVnZ21nQUFFb2dtQUlBRW9na0FJSUZvQWdCSUlKb0FBQktJSmdDQUJLSUpBQ0NCYUFJQVNDQ2FBQUFTaUNZQWdBU2lDUUFnZ1dnQ0FFZ2dtZ0FBRW9nbUFJQUVvZ2tBSUlGb0FnQklJSm9BQUJLSUpnQ0FCS0lKQUNDQmFBSUFTQ0NhQUFBU2lDWUFnQVNpQ1FBZ2dXZ0NBRWdnbWdBQUVvZ21BSUFFb2drQUlJRm9BZ0JJSUpvQUFCS0lKZ0NBQktJSkFDQ0JhQUlBU0NDYUFBQVNpQ1lBZ0FTaUNRQWdnV2dDQUVnZ21nQUFFb2dtQUlBRW9na0FJSUZvQWdCSUlKb0FBQktJSmdDQUJLSUpBQ0NCYUFJQVNDQ2FBQUFTaUNZQWdBU2lDUUFnZ1dnQ0FFZ2dtZ0FBRW9nbUFJQUVvZ2tBSUlGb0FnQklJSm9BQUJLSUpnQ0FCS0lKQUNDQmFBSUFTQ0NhQUFBU2lDWUFnQVNpQ1FBZ2dXZ0NBRWdnbWdBQUVvZ21BSUFFb2drQUlJRm9BZ0JJSUpvQUFCS0lKZ0NBQktJSkFDQ0JhQUlBU0NDYUFBQVNpQ1lBZ0FTaUNRQWdnV2dDQUVnZ21nQUFFb2dtQUlBRW9na0FJSUZvQWdCSUlKb0FBQktJSmdDQUJLSUpBQ0NCYUFJQVNDQ2FBQUFTaUNZQWdBU2lDUUFnZ1dnQ0FFZ2dtZ0FBRW9nbUFJQUVvZ2tBSUlGb0FnQklJSm9BQUJLSUpnQ0FCS0lKQUNDQmFBSUFTQ0NhQUFBU2lDWUFnQVNpQ1FBZ2dXZ0NBRWdnbWdBQUVvZ21BSUFFb2drQUlJRm9BZ0JJSUpvQUFCS0lKZ0NBQktJSkFDQ0JhQUlBU0NDYUFBQVNpQ1lBZ0FTaUNRQWdnV2dDQUVnZ21nQUFFb2dtQUlBRW9na0FJSUZvQWdCSUlKb0FBQktJSmdDQUJLSUpBQ0NCYUFJQVNDQ2FBQUFTaUNZQWdBU2lDUUFnZ1dnQ0FFZ2dtZ0FBRW9nbUFJQUVvZ2tBSUlGb0FnQklJSm9BQUJLSUpnQ0FCS0lKQUNDQmFBSUFTQ0NhQUFBU2lDWUFnQVM1TE11eVVnOENBS0RjbVdrQ0FFZ2dtZ0FBRW9nbUFJQUVvZ2tBSUlGb0FnQklJSm9BQUJLSUpnQ0FCS0lKQUNDQmFBSUFTQ0NhQUFBU2lDWUFnQVNpQ1FBZ2dXZ0NBRWdnbWdBQUVvZ21BSUFFb2drQUlJRm9BZ0JJSUpvQUFCS0lKZ0NBQktJSkFDQ0JhQUlBU0NDYUFBQVNpQ1lBZ0FTaUNRQWdnV2dDQUVnZ21nQUFFb2dtQUlBRW9na0FJSUZvQWdCSUlKb0FBQktJSmdDQUJLSUpBQ0NCYUFJQVNDQ2FBQUFTaUNZQWdBU2lDUUFnZ1dnQ0FFZ3d0TlFEb0g5czNydzVtcHViU3owTUFEb3hiTml3YUd4c0xQVXc2Q1BSVkFVMmI5NGM3eHErV3pUSDVsSVBCWUJPN0xYWFhyRng0MGJoVk9GRVV4Vm9ibTZPNXRnY3grUk9pcUZSSDdraHVZamN0anV2Mng3bklvYmt0aDJjeTBWdXlKREM0eWgrbk10RmJ2dnJJdis2NHVNS3oyUEg0L3h4bmIwdWNoMk95d3JQbyszNXU5d1gyN1lYVGxsMFhORTRzaUg1ZlZGMHptMFBzMXd1WWtpMGVWM3hjVm4rWE52SG1SVU52ODF4dVNnNlo5RzF0Mi9QaG5UK3VzSllpNDd0Nm5IblkrejR2TlBIbmUyTHRITjA5cnp0dUlyMlJjZnhkM2plN25IYmZWblN0U09YN1JoL2h6Rm5IYStWeTdvOEx0ZlY2MkxIODF4dXg5Vnl1ZUx0MjE2WDM1OXJkNjFjTGl2Nnp6TnIrOXVtemV1eW90OE9PN1lQaVd6N2Y4bzdqaHZTN3ZHUTZMaHZTSDVmL3RqdDI0cjNGUjVIOGZQV290Zms5N1ZHUkVSZDBiVzJIUmRSVjdqMmp0ZHRPNjdvZWZIalhHdHMvMTBWZGJuV0dKSnJqYnFJd2pucmlzL2Y3aHgxMjhjeEpMSnRyNDM4ODIzN2Q1eWplTHpGcjJzdGpMOXUrN1hhUDg5L2puVlJQSmFzOExndXNzSWZsME1pMjNidDdjL3JJbGRZMDFLWHk4V1EyUFpyMjdHNXFNdmxIdy9aL256YjBadmV5dUtBS1M5R2MzT3phS3B3b3FtS0RJMzZHSnFyajF4UnhCUWVGLzFKWGdpajR0alpIbFpwMGRReGhqcU5wazZPNjNrMDVRclIwK1o1UlA5RlUvRmYxQU1RVFRzTHBUYm42RzAwZGJVdjBzN1JvMmpxWlB3ZG5uYzd4aDVFVTlINUJ5V2FPbjBjSGFJcFYzU3RqdEcwNDdqa2FNcnRDSjdlUmxQYk1FcUxwdnoycnFNcGF4czVpZEUwcEVNMDdUaEgyOGRwMFZTWHk2SXVIeWU1WE9IeHRuSHNpSlZ0VVpPL2RtNTdOT1hQRWUwaXFmM3pqdEZVbHhCTmhYRjFFMDFEZHZ4T3BNSlpDQTRBa0VBMEFRQWtFRTBBQUFsRUV3QkFBdEVFQUpCQU5BRUFKQkJOQUFBSlJCTUFRQUxSQkFDUVFEUUJBQ1R3TlNwVlpFdTBiUHRXaUN3WCtSN09kZkk5R0xrMjMvZFI5TGkxNkd0VWlyOTdJcmY5ZkoxOTkxeit1TTVlVi93NGEvZFZLVm0wUFgrWCs3Wi90VWhyRkk3MTNYTytlNjVTdm5zdTYrSnJWSXEzWjl1L2U2N1ZkODlWMFhmUDVaOXZPM2JUVzc1R3BWcUlwaXFRWlZrME5UWEZnNXQrc0czRDF0S09CNEMybXBxYUlzdkVVNlVUVFZVZ2w4dkZwazJiNG4vKzUzOWk1TWlScFI0T0FFWCs4SWMveFA3Nzc3L3RDOVNwYUtLcGlvd2NPVkkwQWNBQXNSQWNBQ0NCYUFJQVNDQ2Fxa0JEUTBNc1dyUW9HaG9hU2owVUFOcnhaM1QxeUdXVzh3TUE3SlNaSmdDQUJLSUpBQ0NCYUFJQVNDQ2FBQUFTaUNZQWdBU2lxWUw4MTMvOVY4eWJOeS8yMldlZnlPVnlzV3pac2c3SFBQUE1NekYvL3Z4NDE3dmVGYnZ1dW11OC8vM3ZqMS8vK3RlRFAxaUFNdkx5eXkvSG1XZWVHV1BHaklrUkkwYkVwRW1UNHFjLy9XblNheDk2NktFWU9uUm9USm8wcWMzMmxwYVcrT3BYdnhyang0K1B4c2JHbURoeFlxeFlzV0lBUnQvVzJyVnJZOHFVS2RIWTJCZ0hIM3h3WEgzMTFXMzIzM25ublRGMTZ0UVlOV3BVN0xMTExqRnAwcVQ0OTMvLzl3RWZWeTBRVFJYazdiZmZqb2tUSjhaM3Z2T2RUdmMvLy96emNjd3h4OFNFQ1JOaXpabzFzV0hEaHJqb29vdWlzYkZ4a0VjS1VENSs5N3ZmeGZUcDA2Tyt2ajd1dmZmZWVQcnBwK05mL3VWZll0U29VVHQ5N1p0dnZobG5uWFZXeko0OXU4TytMMzNwUzNITk5kZkVsVmRlR1U4Ly9YU2NlKzY1Y2NvcHA4VGpqei9lNjdHdVdiTW1Eanp3d0M3M2I5eTRNVTQ4OGNTWU1XTkdQUDc0NC9GUC8vUlA4Wm5QZkNidXVPT093akdqUjQrT0N5KzhNTmF0V3hkUFB2bGtMRnk0TUJZdVhCZy8rdEdQZWowdXR2RnptaXBVTHBlTDczLy8rL0dSajN5a3NPMzAwMCtQK3ZwNi8wY0JVT1NDQ3k2SWh4NTZLSDc4NHgvMytMV25uMzU2dk9jOTc0bTZ1cnBZdG14WlBQSEVFNFY5Kyt5elQxeDQ0WVh4cVU5OXFyRHRJeC81U0RRMU5jVXR0OXdTRVJGWmxzVTN2L25OdVBycXErTzN2LzF0SEhMSUlYSFJSUmZGYWFlZDF1bjExcXhaRTJlZmZYYTgrT0tMbmU3L3doZStFSGZmZlhjODg4d3poVzNubm50dWJOaXdJZGF0VzlmbCt6anl5Q05qN3R5NWNja2xsL1RnM2RPZW1hWXEwZHJhR3N1WEw0OUREamtrNXN5WkUyUEhqbzFwMDZaMWVnc1BvSmJjZmZmZE1YWHExUGlMdi9pTEdEdDJiRXllUERtdXUrNjZuYjV1eVpJbDhmenp6OGVpUllzNjNmL09PKzkwbU1rZlBueDRQUGpnZzRYblgvclNsMkxKa2lXeGVQSGllT3FwcCtMODg4K1BNODg4TTlhdVhkdXI5N0p1M2JvNC92amoyMnliTTJkT1BQYllZOUhTMHRMaCtDekw0djc3NzQ5bm4zMDJQdmpCRC9icW11d2dtcXJFcTYrK0dwczJiWXJMTHJzc1RqamhoTGp2dnZ2aWxGTk9pVk5QUGJYWHZ6a0Jxc0VMTDd3UWl4Y3ZqdmU4NXozeG94LzlLTTQ5OTl6NHpHYytFemZmZkhPWHIzbnV1ZWZpZ2dzdWlLVkxsOGJRb1VNN1BXYk9uRGx4K2VXWHgzUFBQUmV0cmEyeGN1WEt1T3V1dStLM3YvMXRSR3hiVW5INTVaZkhEVGZjRUhQbXpJbUREejQ0emo3NzdEanp6RFBqbW11dTZkVjdlZVdWVjJMUFBmZHNzMjNQUGZlTUxWdTJ4T3V2djE3WTl1YWJiMFpUVTFNTUd6WXM1czZkRzFkZWVXVjgrTU1mN3RVMTJhSHoveEtvT0sydHJSRVJjZkxKSjhmNTU1OGZFUkdUSmsyS2h4OStPSzYrK3VvNDl0aGpTems4Z0pKcGJXMk5xVk9ueHFXWFhob1JFWk1uVDQ2bm5ub3FGaTllSEdlZGRWYUg0N2R1M1Jwbm5IRkdYSHp4eFhISUlZZDBlZDRycnJnaXpqbm5uSmd3WVVMa2Nya1lQMzU4TEZ5NE1KWXNXUklSRVU4Ly9YUnMzcnk1UTZ3ME56Zkg1TW1UQzgrYm1wcmFYUHVkZDk1cHMyM0dqQmx4NzczM0ZwN25jcmsyNTh1dnNpbmV2dXV1dThZVFR6d1Jtelp0aXZ2dnZ6OCs5N25QeGNFSEh4d3paODdzOHYyd2M2S3BTdXkrKys0eGRPalFPT3l3dzlwc1AvVFFROXRNRlFQVW1yMzMzcnZUUHh1TEYwOFhlK3V0dCtLeHh4Nkx4eDkvUEQ3OTZVOUh4TGJ3eXJJc2hnNGRHdmZkZDEvTW1qVXI5dGhqajFpMmJGbHMzcnc1L3UvLy9pLzIyV2VmdU9DQ0MrS2dndzRxdkNZaVl2bnk1Ykh2dnZ1MnVVYnhsL2NXcjVOYXYzNTlmT0VMWDRnMWE5WVV0ZzBmUHJ6d2VLKzk5b3BYWG5tbHpibGVmZlhWR0RwMGFJd1pNNmF3YmNpUUlmSHVkNzg3SXJiOUQvUXp6endUWC8vNjEwVlRING1tS2pGczJMRDQ4ei8vODNqMjJXZmJiUC9sTDM4WkJ4eHdRSWxHQlZCNjA2ZFA3OUdmalNOSGpveWYvL3puYmJaZGRkVlZzWHIxNnZqZTk3NVhpS0s4eHNiRzJIZmZmYU9scFNYdXVPT08rTmpIUGhZUkVZY2RkbGcwTkRURXIzLzk2MjVuKy9OeEV4SHgwa3N2eGRDaFE5dHNLM2IwMFVmSFBmZmMwMmJiZmZmZEYxT25UbzM2K3ZvdXI1RmxXYnp6emp0ZDdpZU5hS29nbXpadGl2Lys3Lzh1UE4rNGNXTTg4Y1FUTVhyMDZCZzNibHo4d3ovOFEvemxYLzVsZlBDREg0d1BmZWhEc1dMRmlyam5ubnZhL0I4TFFLMDUvL3p6NHdNZitFQmNldW1sOGJHUGZTeCs4cE9meExYWFhodlhYbnR0NFpndmZ2R0w4ZkxMTDhmTk45OGNRNFlNaVNPT09LTE5PY2FPSFJ1TmpZMXR0cTlmdno1ZWZ2bmxtRFJwVXJ6ODhzdnhsYTk4SlZwYlcrTWYvL0VmSTJMYkxiTFBmLzd6Y2Y3NTUwZHJhMnNjYzh3eDhZYy8vQ0VlZnZqaGFHcHFpZ1VMRnZUNHZaeDc3cm54bmU5OEp6NzN1Yy9GT2VlY0UrdldyWXZycjc4K2JyMzExc0l4WC8vNjEyUHExS2t4ZnZ6NGFHNXVqaC8rOElkeDg4MDN4K0xGaTN0OFBkckpxQmdQUFBCQUZoRWRmaTFZc0tCd3pQWFhYNSs5Kzkzdnpob2JHN09KRXlkbXk1WXRLOTJBQWNyRVBmZmNreDF4eEJGWlEwTkRObUhDaE96YWE2OXRzMy9CZ2dYWnNjY2UyK1hyRnkxYWxFMmNPTEhOdGpWcjFtU0hIbnBvMXREUWtJMFpNeWI3NjcvKzYremxsMTl1YzB4cmEydDJ4UlZYWk85OTczdXordnI2Ykk4OTlzam16Sm1UclYyN3R0UHJQUERBQTlrQkJ4elE3WHRaczJaTk5ubnk1R3pZc0dIWmdRY2VtQzFldkxqTi9nc3Z2TER3OThCdXUrMldIWDMwMGRsM3YvdmRiczlKR2orbkNRQWdnUjg1QUFDUVFEUUJBQ1FRVFFBQUNVUVRBRUFDMFFRQWtFQTBBUUFrRUUwQUFBbEVFd0JBQXRFRUFKQkFOQUVBSkJCTkFBQUovaDliMDNTQjVrZ1NGQUFBQUFCSlJVNUVya0pnZ2c9PSIsCi0gICAgICAidGV4dC9wbGFpbiI6IFsKLSAgICAgICAiPEZpZ3VyZSBzaXplIDg1MHg1NDAgd2l0aCAyIEF4ZXM+IgotICAgICAgXQotICAgICB9LAotICAgICAibWV0YWRhdGEiOiB7fSwKLSAgICAgIm91dHB1dF90eXBlIjogImRpc3BsYXlfZGF0YSIKLSAgICB9Ci0gICBdLAorICAgIm91dHB1dHMiOiBbXSwKICAgICJzb3VyY2UiOiBbCiAgICAgIm0gPSBmLnJlYWRfbWFwKFwibGVuc2luZ193ZWlnaHRfMkRcIilcbiIsCiAgICAgImhlYWxweS5jYXJ0dmlldyhtLCBsb25yYT1bNTUsNjVdLCBsYXRyYT1bLTM1LCAtMjhdKSIKQEAgLTEzMjMsMjggKzg3MCwxMCBAQAogICB9LAogICB7CiAgICAiY2VsbF90eXBlIjogImNvZGUiLAotICAgImV4ZWN1dGlvbl9jb3VudCI6IDI0LAorICAgImV4ZWN1dGlvbl9jb3VudCI6IG51bGwsCiAgICAiaWQiOiAiNDk5ODU0ZTUiLAogICAgIm1ldGFkYXRhIjoge30sCi0gICAib3V0cHV0cyI6IFsKLSAgICB7Ci0gICAgICJlbmFtZSI6ICJGaWxlTm90Rm91bmRFcnJvciIsCi0gICAgICJldmFsdWUiOiAiW0Vycm5vIDJdIE5vIHN1Y2ggZmlsZSBvciBkaXJlY3Rvcnk6ICcuL2RhdGEvZXhhbXBsZS9vdXRwdXRzX21ldGFkZXRlY3QvdHdvcG9pbnRfZGF0YV9mb3VyaWVyLnNhY2MnIiwKLSAgICAgIm91dHB1dF90eXBlIjogImVycm9yIiwKLSAgICAgInRyYWNlYmFjayI6IFsKLSAgICAgICJcdTAwMWJbMDszMW0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS1cdTAwMWJbMG0iLAotICAgICAgIlx1MDAxYlswOzMxbUZpbGVOb3RGb3VuZEVycm9yXHUwMDFiWzBtICAgICAgICAgICAgICAgICAgICAgICAgIFRyYWNlYmFjayAobW9zdCByZWNlbnQgY2FsbCBsYXN0KSIsCi0gICAgICAiQ2VsbCBcdTAwMWJbMDszMm1JblsyNF0sIGxpbmUgMVx1MDAxYlswbVxuXHUwMDFiWzA7MzJtLS0tLT4gMVx1MDAxYlswbSBzIFx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bSBcdTAwMWJbNDNtc2FjY1x1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtLlx1MDAxYlszOTs0OW1cdTAwMWJbNDNtU2FjY1x1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtLlx1MDAxYlszOTs0OW1cdTAwMWJbNDNtbG9hZF9maXRzXHUwMDFiWzQ5bVx1MDAxYls0M20oXHUwMDFiWzQ5bVx1MDAxYlszODs1OzEyNDs0M21cIlx1MDAxYlszOTs0OW1cdTAwMWJbMzg7NTsxMjQ7NDNtLi9kYXRhL2V4YW1wbGUvb3V0cHV0c19tZXRhZGV0ZWN0L3R3b3BvaW50X2RhdGFfZm91cmllci5zYWNjXHUwMDFiWzM5OzQ5bVx1MDAxYlszODs1OzEyNDs0M21cIlx1MDAxYlszOTs0OW1cdTAwMWJbNDNtKVx1MDAxYls0OW1cbiIsCi0gICAgICAiRmlsZSBcdTAwMWJbMDszMm0vcGJzL3Rocm9uZy9sc3N0L3VzZXJzL21yaWNjaS9kZXNjL1RYUGlwZS9jb25kYS9saWIvcHl0aG9uMy4xMC9zaXRlLXBhY2thZ2VzL3NhY2Mvc2FjYy5weTo4NzdcdTAwMWJbMG0sIGluIFx1MDAxYlswOzM2bVNhY2MubG9hZF9maXRzXHUwMDFiWzA7MzRtKGNscywgZmlsZW5hbWUpXHUwMDFiWzBtXG5cdTAwMWJbMTszMm0gICAgODY0XHUwMDFiWzBtIFx1MDAxYlszODs1OzEyOW1AY2xhc3NtZXRob2RcdTAwMWJbMzltXG5cdTAwMWJbMTszMm0gICAgODY1XHUwMDFiWzBtIFx1MDAxYlszODs1OzI4OzAxbWRlZlx1MDAxYlszOTswMG0gXHUwMDFiWzM4OzU7MjFtbG9hZF9maXRzXHUwMDFiWzM5bShcdTAwMWJbMzg7NTsyOG1jbHNcdTAwMWJbMzltLCBmaWxlbmFtZSk6XG5cdTAwMWJbMTszMm0gICAgODY2XHUwMDFiWzBtIFx1MDAxYlszODs1OzI1MG0gICAgXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNDswM21cIlwiXCJcdTAwMWJbMzk7MDBtXG5cdTAwMWJbMTszMm0gICAgODY3XHUwMDFiWzBtIFx1MDAxYlszODs1OzEyNDswM20gICAgTG9hZCBhIFNhY2MgZGF0YSBzZXQgZnJvbSBhIEZJVFMgZmlsZS5cdTAwMWJbMzk7MDBtXG5cdTAwMWJbMTszMm0gICAgODY4XHUwMDFiWzBtIFxuXHUwMDFiWzA7MzJtICAgKC4uLilcdTAwMWJbMG1cblx1MDAxYlsxOzMybSAgICA4NzVcdTAwMWJbMG0gXHUwMDFiWzM4OzU7MTI0OzAzbSAgICAgICAgQSBGSVRTIGZvcm1hdCBzYWNjIGZpbGVcdTAwMWJbMzk7MDBtXG5cdTAwMWJbMTszMm0gICAgODc2XHUwMDFiWzBtIFx1MDAxYlszODs1OzEyNDswM20gICAgXCJcIlwiXHUwMDFiWzM5OzAwbVxuXHUwMDFiWzA7MzJtLS0+IDg3N1x1MDAxYlswbSAgICAgaGR1X2xpc3QgXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltIFx1MDAxYls0M21maXRzXHUwMDFiWzQ5bVx1MDAxYlszODs1OzI0MTs0M20uXHUwMDFiWzM5OzQ5bVx1MDAxYls0M21vcGVuXHUwMDFiWzQ5bVx1MDAxYls0M20oXHUwMDFiWzQ5bVx1MDAxYls0M21maWxlbmFtZVx1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cdTAwMWJbNDNtIFx1MDAxYls0OW1cdTAwMWJbMzg7NTsxMjQ7NDNtXCJcdTAwMWJbMzk7NDltXHUwMDFiWzM4OzU7MTI0OzQzbXJlYWRvbmx5XHUwMDFiWzM5OzQ5bVx1MDAxYlszODs1OzEyNDs0M21cIlx1MDAxYlszOTs0OW1cdTAwMWJbNDNtKVx1MDAxYls0OW1cblx1MDAxYlsxOzMybSAgICA4NzlcdTAwMWJbMG0gICAgIFx1MDAxYlszODs1OzY2OzAzbSMgU3BsaXQgdGhlIEhEVSdzIGludG8gdGhlIGRpZmZlcmVudCBzYWNjIHR5cGVzXHUwMDFiWzM5OzAwbVxuXHUwMDFiWzE7MzJtICAgIDg4MFx1MDAxYlswbSAgICAgdHJhY2VyX3RhYmxlcyBcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW0gW1RhYmxlXHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltcmVhZChoZHUpXG5cdTAwMWJbMTszMm0gICAgODgxXHUwMDFiWzBtICAgICAgICAgICAgICAgICAgICAgIFx1MDAxYlszODs1OzI4OzAxbWZvclx1MDAxYlszOTswMG0gaGR1IFx1MDAxYlszODs1OzEyOTswMW1pblx1MDAxYlszOTswMG0gaGR1X2xpc3Rcblx1MDAxYlsxOzMybSAgICA4ODJcdTAwMWJbMG0gICAgICAgICAgICAgICAgICAgICAgXHUwMDFiWzM4OzU7Mjg7MDFtaWZcdTAwMWJbMzk7MDBtIGhkdVx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bWhlYWRlclx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bWdldChcdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtU0FDQ1RZUEVcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltKSBcdTAwMWJbMzg7NTsyNDFtPT1cdTAwMWJbMzltIFx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG10cmFjZXJcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltXVxuIiwKLSAgICAgICJGaWxlIFx1MDAxYlswOzMybS9wYnMvdGhyb25nL2xzc3QvdXNlcnMvbXJpY2NpL2Rlc2MvVFhQaXBlL2NvbmRhL2xpYi9weXRob24zLjEwL3NpdGUtcGFja2FnZXMvYXN0cm9weS9pby9maXRzL2hkdS9oZHVsaXN0LnB5OjIyM1x1MDAxYlswbSwgaW4gXHUwMDFiWzA7MzZtZml0c29wZW5cdTAwMWJbMDszNG0obmFtZSwgbW9kZSwgbWVtbWFwLCBzYXZlX2JhY2t1cCwgY2FjaGUsIGxhenlfbG9hZF9oZHVzLCBpZ25vcmVfbWlzc2luZ19zaW1wbGUsIHVzZV9mc3NwZWMsIGZzc3BlY19rd2FyZ3MsIGRlY29tcHJlc3NfaW5fbWVtb3J5LCAqKmt3YXJncylcdTAwMWJbMG1cblx1MDAxYlsxOzMybSAgICAyMjBcdTAwMWJbMG0gXHUwMDFiWzM4OzU7Mjg7MDFtaWZcdTAwMWJbMzk7MDBtIFx1MDAxYlszODs1OzEyOTswMW1ub3RcdTAwMWJbMzk7MDBtIG5hbWU6XG5cdTAwMWJbMTszMm0gICAgMjIxXHUwMDFiWzBtICAgICBcdTAwMWJbMzg7NTsyODswMW1yYWlzZVx1MDAxYlszOTswMG0gXHUwMDFiWzM4OzU7MTY3OzAxbVZhbHVlRXJyb3JcdTAwMWJbMzk7MDBtKFx1MDAxYlszODs1OzEyNG1mXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1cIlx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtRW1wdHkgZmlsZW5hbWU6IFx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMzI7MDFte1x1MDAxYlszOTswMG1uYW1lXHUwMDFiWzM4OzU7MTMyOzAxbSFyfVx1MDAxYlszOTswMG1cdTAwMWJbMzg7NTsxMjRtXCJcdTAwMWJbMzltKVxuXHUwMDFiWzA7MzJtLS0+IDIyM1x1MDAxYlswbSBcdTAwMWJbMzg7NTsyODswMW1yZXR1cm5cdTAwMWJbMzk7MDBtIFx1MDAxYls0M21IRFVMaXN0XHUwMDFiWzQ5bVx1MDAxYlszODs1OzI0MTs0M20uXHUwMDFiWzM5OzQ5bVx1MDAxYls0M21mcm9tZmlsZVx1MDAxYls0OW1cdTAwMWJbNDNtKFx1MDAxYls0OW1cblx1MDAxYlsxOzMybSAgICAyMjRcdTAwMWJbMG0gXHUwMDFiWzQzbSAgICBcdTAwMWJbNDltXHUwMDFiWzQzbW5hbWVcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAgMjI1XHUwMDFiWzBtIFx1MDAxYls0M20gICAgXHUwMDFiWzQ5bVx1MDAxYls0M21tb2RlXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgIDIyNlx1MDAxYlswbSBcdTAwMWJbNDNtICAgIFx1MDAxYls0OW1cdTAwMWJbNDNtbWVtbWFwXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgIDIyN1x1MDAxYlswbSBcdTAwMWJbNDNtICAgIFx1MDAxYls0OW1cdTAwMWJbNDNtc2F2ZV9iYWNrdXBcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAgMjI4XHUwMDFiWzBtIFx1MDAxYls0M20gICAgXHUwMDFiWzQ5bVx1MDAxYls0M21jYWNoZVx1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cblx1MDAxYlsxOzMybSAgICAyMjlcdTAwMWJbMG0gXHUwMDFiWzQzbSAgICBcdTAwMWJbNDltXHUwMDFiWzQzbWxhenlfbG9hZF9oZHVzXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgIDIzMFx1MDAxYlswbSBcdTAwMWJbNDNtICAgIFx1MDAxYls0OW1cdTAwMWJbNDNtaWdub3JlX21pc3Npbmdfc2ltcGxlXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgIDIzMVx1MDAxYlswbSBcdTAwMWJbNDNtICAgIFx1MDAxYls0OW1cdTAwMWJbNDNtdXNlX2Zzc3BlY1x1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtPVx1MDAxYlszOTs0OW1cdTAwMWJbNDNtdXNlX2Zzc3BlY1x1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cblx1MDAxYlsxOzMybSAgICAyMzJcdTAwMWJbMG0gXHUwMDFiWzQzbSAgICBcdTAwMWJbNDltXHUwMDFiWzQzbWZzc3BlY19rd2FyZ3NcdTAwMWJbNDltXHUwMDFiWzM4OzU7MjQxOzQzbT1cdTAwMWJbMzk7NDltXHUwMDFiWzQzbWZzc3BlY19rd2FyZ3NcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAgMjMzXHUwMDFiWzBtIFx1MDAxYls0M20gICAgXHUwMDFiWzQ5bVx1MDAxYls0M21kZWNvbXByZXNzX2luX21lbW9yeVx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtPVx1MDAxYlszOTs0OW1cdTAwMWJbNDNtZGVjb21wcmVzc19pbl9tZW1vcnlcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAgMjM0XHUwMDFiWzBtIFx1MDAxYls0M20gICAgXHUwMDFiWzQ5bVx1MDAxYlszODs1OzI0MTs0M20qXHUwMDFiWzM5OzQ5bVx1MDAxYlszODs1OzI0MTs0M20qXHUwMDFiWzM5OzQ5bVx1MDAxYls0M21rd2FyZ3NcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAgMjM1XHUwMDFiWzBtIFx1MDAxYls0M21cdTAwMWJbNDltXHUwMDFiWzQzbSlcdTAwMWJbNDltXG4iLAotICAgICAgIkZpbGUgXHUwMDFiWzA7MzJtL3Bicy90aHJvbmcvbHNzdC91c2Vycy9tcmljY2kvZGVzYy9UWFBpcGUvY29uZGEvbGliL3B5dGhvbjMuMTAvc2l0ZS1wYWNrYWdlcy9hc3Ryb3B5L2lvL2ZpdHMvaGR1L2hkdWxpc3QucHk6NDg3XHUwMDFiWzBtLCBpbiBcdTAwMWJbMDszNm1IRFVMaXN0LmZyb21maWxlXHUwMDFiWzA7MzRtKGNscywgZmlsZW9iaiwgbW9kZSwgbWVtbWFwLCBzYXZlX2JhY2t1cCwgY2FjaGUsIGxhenlfbG9hZF9oZHVzLCBpZ25vcmVfbWlzc2luZ19zaW1wbGUsICoqa3dhcmdzKVx1MDAxYlswbVxuXHUwMDFiWzE7MzJtICAgIDQ2OFx1MDAxYlswbSBcdTAwMWJbMzg7NTsxMjltQGNsYXNzbWV0aG9kXHUwMDFiWzM5bVxuXHUwMDFiWzE7MzJtICAgIDQ2OVx1MDAxYlswbSBcdTAwMWJbMzg7NTsyODswMW1kZWZcdTAwMWJbMzk7MDBtIFx1MDAxYlszODs1OzIxbWZyb21maWxlXHUwMDFiWzM5bShcblx1MDAxYlsxOzMybSAgICA0NzBcdTAwMWJbMG0gICAgIFx1MDAxYlszODs1OzI4bWNsc1x1MDAxYlszOW0sXG5cdTAwMWJbMDszMm0gICAoLi4uKVx1MDAxYlswbVxuXHUwMDFiWzE7MzJtICAgIDQ3OFx1MDAxYlswbSAgICAgXHUwMDFiWzM4OzU7MjQxbSpcdTAwMWJbMzltXHUwMDFiWzM4OzU7MjQxbSpcdTAwMWJbMzlta3dhcmdzLFxuXHUwMDFiWzE7MzJtICAgIDQ3OVx1MDAxYlswbSApOlxuXHUwMDFiWzE7MzJtICAgIDQ4MFx1MDAxYlswbSBcdTAwMWJbMzg7NTsyNTBtICAgIFx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjQ7MDNtXCJcIlwiXHUwMDFiWzM5OzAwbVxuXHUwMDFiWzE7MzJtICAgIDQ4MVx1MDAxYlswbSBcdTAwMWJbMzg7NTsxMjQ7MDNtICAgIENyZWF0ZXMgYW4gYEhEVUxpc3RgIGluc3RhbmNlIGZyb20gYSBmaWxlLWxpa2Ugb2JqZWN0Llx1MDAxYlszOTswMG1cblx1MDAxYlsxOzMybSAgICA0ODJcdTAwMWJbMG0gXG5cdTAwMWJbMDszMm0gICAoLi4uKVx1MDAxYlswbVxuXHUwMDFiWzE7MzJtICAgIDQ4NVx1MDAxYlswbSBcdTAwMWJbMzg7NTsxMjQ7MDNtICAgIGRvY3VtZW50YXRpb24gZm9yIGRldGFpbHMgb2YgdGhlIHBhcmFtZXRlcnMgYWNjZXB0ZWQgYnkgdGhpcyBtZXRob2QpLlx1MDAxYlszOTswMG1cblx1MDAxYlsxOzMybSAgICA0ODZcdTAwMWJbMG0gXHUwMDFiWzM4OzU7MTI0OzAzbSAgICBcIlwiXCJcdTAwMWJbMzk7MDBtXG5cdTAwMWJbMDszMm0tLT4gNDg3XHUwMDFiWzBtICAgICBcdTAwMWJbMzg7NTsyODswMW1yZXR1cm5cdTAwMWJbMzk7MDBtIFx1MDAxYlszODs1OzI4OzQzbWNsc1x1MDAxYlszOTs0OW1cdTAwMWJbMzg7NTsyNDE7NDNtLlx1MDAxYlszOTs0OW1cdTAwMWJbNDNtX3JlYWRmcm9tXHUwMDFiWzQ5bVx1MDAxYls0M20oXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgIDQ4OFx1MDAxYlswbSBcdTAwMWJbNDNtICAgICAgICBcdTAwMWJbNDltXHUwMDFiWzQzbWZpbGVvYmpcdTAwMWJbNDltXHUwMDFiWzM4OzU7MjQxOzQzbT1cdTAwMWJbMzk7NDltXHUwMDFiWzQzbWZpbGVvYmpcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAgNDg5XHUwMDFiWzBtIFx1MDAxYls0M20gICAgICAgIFx1MDAxYls0OW1cdTAwMWJbNDNtbW9kZVx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtPVx1MDAxYlszOTs0OW1cdTAwMWJbNDNtbW9kZVx1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cblx1MDAxYlsxOzMybSAgICA0OTBcdTAwMWJbMG0gXHUwMDFiWzQzbSAgICAgICAgXHUwMDFiWzQ5bVx1MDAxYls0M21tZW1tYXBcdTAwMWJbNDltXHUwMDFiWzM4OzU7MjQxOzQzbT1cdTAwMWJbMzk7NDltXHUwMDFiWzQzbW1lbW1hcFx1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cblx1MDAxYlsxOzMybSAgICA0OTFcdTAwMWJbMG0gXHUwMDFiWzQzbSAgICAgICAgXHUwMDFiWzQ5bVx1MDAxYls0M21zYXZlX2JhY2t1cFx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtPVx1MDAxYlszOTs0OW1cdTAwMWJbNDNtc2F2ZV9iYWNrdXBcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAgNDkyXHUwMDFiWzBtIFx1MDAxYls0M20gICAgICAgIFx1MDAxYls0OW1cdTAwMWJbNDNtY2FjaGVcdTAwMWJbNDltXHUwMDFiWzM4OzU7MjQxOzQzbT1cdTAwMWJbMzk7NDltXHUwMDFiWzQzbWNhY2hlXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgIDQ5M1x1MDAxYlswbSBcdTAwMWJbNDNtICAgICAgICBcdTAwMWJbNDltXHUwMDFiWzQzbWlnbm9yZV9taXNzaW5nX3NpbXBsZVx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtPVx1MDAxYlszOTs0OW1cdTAwMWJbNDNtaWdub3JlX21pc3Npbmdfc2ltcGxlXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgIDQ5NFx1MDAxYlswbSBcdTAwMWJbNDNtICAgICAgICBcdTAwMWJbNDltXHUwMDFiWzQzbWxhenlfbG9hZF9oZHVzXHUwMDFiWzQ5bVx1MDAxYlszODs1OzI0MTs0M209XHUwMDFiWzM5OzQ5bVx1MDAxYls0M21sYXp5X2xvYWRfaGR1c1x1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cblx1MDAxYlsxOzMybSAgICA0OTVcdTAwMWJbMG0gXHUwMDFiWzQzbSAgICAgICAgXHUwMDFiWzQ5bVx1MDAxYlszODs1OzI0MTs0M20qXHUwMDFiWzM5OzQ5bVx1MDAxYlszODs1OzI0MTs0M20qXHUwMDFiWzM5OzQ5bVx1MDAxYls0M21rd2FyZ3NcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAgNDk2XHUwMDFiWzBtIFx1MDAxYls0M20gICAgXHUwMDFiWzQ5bVx1MDAxYls0M20pXHUwMDFiWzQ5bVxuIiwKLSAgICAgICJGaWxlIFx1MDAxYlswOzMybS9wYnMvdGhyb25nL2xzc3QvdXNlcnMvbXJpY2NpL2Rlc2MvVFhQaXBlL2NvbmRhL2xpYi9weXRob24zLjEwL3NpdGUtcGFja2FnZXMvYXN0cm9weS9pby9maXRzL2hkdS9oZHVsaXN0LnB5OjExNjlcdTAwMWJbMG0sIGluIFx1MDAxYlswOzM2bUhEVUxpc3QuX3JlYWRmcm9tXHUwMDFiWzA7MzRtKGNscywgZmlsZW9iaiwgZGF0YSwgbW9kZSwgbWVtbWFwLCBjYWNoZSwgbGF6eV9sb2FkX2hkdXMsIGlnbm9yZV9taXNzaW5nX3NpbXBsZSwgdXNlX2Zzc3BlYywgZnNzcGVjX2t3YXJncywgZGVjb21wcmVzc19pbl9tZW1vcnksICoqa3dhcmdzKVx1MDAxYlswbVxuXHUwMDFiWzE7MzJtICAgMTE2Nlx1MDAxYlswbSBcdTAwMWJbMzg7NTsyODswMW1pZlx1MDAxYlszOTswMG0gZmlsZW9iaiBcdTAwMWJbMzg7NTsxMjk7MDFtaXNcdTAwMWJbMzk7MDBtIFx1MDAxYlszODs1OzEyOTswMW1ub3RcdTAwMWJbMzk7MDBtIFx1MDAxYlszODs1OzI4OzAxbU5vbmVcdTAwMWJbMzk7MDBtOlxuXHUwMDFiWzE7MzJtICAgMTE2N1x1MDAxYlswbSAgICAgXHUwMDFiWzM4OzU7Mjg7MDFtaWZcdTAwMWJbMzk7MDBtIFx1MDAxYlszODs1OzEyOTswMW1ub3RcdTAwMWJbMzk7MDBtIFx1MDAxYlszODs1OzI4bWlzaW5zdGFuY2VcdTAwMWJbMzltKGZpbGVvYmosIF9GaWxlKTpcblx1MDAxYlsxOzMybSAgIDExNjhcdTAwMWJbMG0gICAgICAgICBcdTAwMWJbMzg7NTs2NjswM20jIGluc3RhbnRpYXRlIGEgRklUUyBmaWxlIG9iamVjdCAoZmZvKVx1MDAxYlszOTswMG1cblx1MDAxYlswOzMybS0+IDExNjlcdTAwMWJbMG0gICAgICAgICBmaWxlb2JqIFx1MDAxYlszODs1OzI0MW09XHUwMDFiWzM5bSBcdTAwMWJbNDNtX0ZpbGVcdTAwMWJbNDltXHUwMDFiWzQzbShcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAxMTcwXHUwMDFiWzBtIFx1MDAxYls0M20gICAgICAgICAgICBcdTAwMWJbNDltXHUwMDFiWzQzbWZpbGVvYmpcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAxMTcxXHUwMDFiWzBtIFx1MDAxYls0M20gICAgICAgICAgICBcdTAwMWJbNDltXHUwMDFiWzQzbW1vZGVcdTAwMWJbNDltXHUwMDFiWzM4OzU7MjQxOzQzbT1cdTAwMWJbMzk7NDltXHUwMDFiWzQzbW1vZGVcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAxMTcyXHUwMDFiWzBtIFx1MDAxYls0M20gICAgICAgICAgICBcdTAwMWJbNDltXHUwMDFiWzQzbW1lbW1hcFx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtPVx1MDAxYlszOTs0OW1cdTAwMWJbNDNtbWVtbWFwXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgMTE3M1x1MDAxYlswbSBcdTAwMWJbNDNtICAgICAgICAgICAgXHUwMDFiWzQ5bVx1MDAxYls0M21jYWNoZVx1MDAxYls0OW1cdTAwMWJbMzg7NTsyNDE7NDNtPVx1MDAxYlszOTs0OW1cdTAwMWJbNDNtY2FjaGVcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAxMTc0XHUwMDFiWzBtIFx1MDAxYls0M20gICAgICAgICAgICBcdTAwMWJbNDltXHUwMDFiWzQzbXVzZV9mc3NwZWNcdTAwMWJbNDltXHUwMDFiWzM4OzU7MjQxOzQzbT1cdTAwMWJbMzk7NDltXHUwMDFiWzQzbXVzZV9mc3NwZWNcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAxMTc1XHUwMDFiWzBtIFx1MDAxYls0M20gICAgICAgICAgICBcdTAwMWJbNDltXHUwMDFiWzQzbWZzc3BlY19rd2FyZ3NcdTAwMWJbNDltXHUwMDFiWzM4OzU7MjQxOzQzbT1cdTAwMWJbMzk7NDltXHUwMDFiWzQzbWZzc3BlY19rd2FyZ3NcdTAwMWJbNDltXHUwMDFiWzQzbSxcdTAwMWJbNDltXG5cdTAwMWJbMTszMm0gICAxMTc2XHUwMDFiWzBtIFx1MDAxYls0M20gICAgICAgICAgICBcdTAwMWJbNDltXHUwMDFiWzQzbWRlY29tcHJlc3NfaW5fbWVtb3J5XHUwMDFiWzQ5bVx1MDAxYlszODs1OzI0MTs0M209XHUwMDFiWzM5OzQ5bVx1MDAxYls0M21kZWNvbXByZXNzX2luX21lbW9yeVx1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cblx1MDAxYlsxOzMybSAgIDExNzdcdTAwMWJbMG0gXHUwMDFiWzQzbSAgICAgICAgXHUwMDFiWzQ5bVx1MDAxYls0M20pXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgMTE3OFx1MDAxYlswbSAgICAgXHUwMDFiWzM4OzU7NjY7MDNtIyBUaGUgQXN0cm9weSBtb2RlIGlzIGRldGVybWluZWQgYnkgdGhlIF9GaWxlIGluaXRpYWxpemVyIGlmIHRoZVx1MDAxYlszOTswMG1cblx1MDAxYlsxOzMybSAgIDExNzlcdTAwMWJbMG0gICAgIFx1MDAxYlszODs1OzY2OzAzbSMgc3VwcGxpZWQgbW9kZSB3YXMgTm9uZVx1MDAxYlszOTswMG1cblx1MDAxYlsxOzMybSAgIDExODBcdTAwMWJbMG0gICAgIG1vZGUgXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltIGZpbGVvYmpcdTAwMWJbMzg7NTsyNDFtLlx1MDAxYlszOW1tb2RlXG4iLAotICAgICAgIkZpbGUgXHUwMDFiWzA7MzJtL3Bicy90aHJvbmcvbHNzdC91c2Vycy9tcmljY2kvZGVzYy9UWFBpcGUvY29uZGEvbGliL3B5dGhvbjMuMTAvc2l0ZS1wYWNrYWdlcy9hc3Ryb3B5L2lvL2ZpdHMvZmlsZS5weToyMThcdTAwMWJbMG0sIGluIFx1MDAxYlswOzM2bV9GaWxlLl9faW5pdF9fXHUwMDFiWzA7MzRtKHNlbGYsIGZpbGVvYmosIG1vZGUsIG1lbW1hcCwgb3ZlcndyaXRlLCBjYWNoZSwgdXNlX2Zzc3BlYywgZnNzcGVjX2t3YXJncywgZGVjb21wcmVzc19pbl9tZW1vcnkpXHUwMDFiWzBtXG5cdTAwMWJbMTszMm0gICAgMjE2XHUwMDFiWzBtICAgICBcdTAwMWJbMzg7NTsyOG1zZWxmXHUwMDFiWzM5bVx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bV9vcGVuX2ZpbGVvYmooZmlsZW9iaiwgbW9kZSwgb3ZlcndyaXRlKVxuXHUwMDFiWzE7MzJtICAgIDIxN1x1MDAxYlswbSBcdTAwMWJbMzg7NTsyODswMW1lbGlmXHUwMDFiWzM5OzAwbSBcdTAwMWJbMzg7NTsyOG1pc2luc3RhbmNlXHUwMDFiWzM5bShmaWxlb2JqLCAoXHUwMDFiWzM4OzU7Mjhtc3RyXHUwMDFiWzM5bSwgXHUwMDFiWzM4OzU7MjhtYnl0ZXNcdTAwMWJbMzltKSk6XG5cdTAwMWJbMDszMm0tLT4gMjE4XHUwMDFiWzBtICAgICBcdTAwMWJbMzg7NTsyODs0M21zZWxmXHUwMDFiWzM5OzQ5bVx1MDAxYlszODs1OzI0MTs0M20uXHUwMDFiWzM5OzQ5bVx1MDAxYls0M21fb3Blbl9maWxlbmFtZVx1MDAxYls0OW1cdTAwMWJbNDNtKFx1MDAxYls0OW1cdTAwMWJbNDNtZmlsZW9ialx1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cdTAwMWJbNDNtIFx1MDAxYls0OW1cdTAwMWJbNDNtbW9kZVx1MDAxYls0OW1cdTAwMWJbNDNtLFx1MDAxYls0OW1cdTAwMWJbNDNtIFx1MDAxYls0OW1cdTAwMWJbNDNtb3ZlcndyaXRlXHUwMDFiWzQ5bVx1MDAxYls0M20pXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgIDIxOVx1MDAxYlswbSBcdTAwMWJbMzg7NTsyODswMW1lbHNlXHUwMDFiWzM5OzAwbTpcblx1MDAxYlsxOzMybSAgICAyMjBcdTAwMWJbMG0gICAgIFx1MDAxYlszODs1OzI4bXNlbGZcdTAwMWJbMzltXHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltX29wZW5fZmlsZWxpa2UoZmlsZW9iaiwgbW9kZSwgb3ZlcndyaXRlKVxuIiwKLSAgICAgICJGaWxlIFx1MDAxYlswOzMybS9wYnMvdGhyb25nL2xzc3QvdXNlcnMvbXJpY2NpL2Rlc2MvVFhQaXBlL2NvbmRhL2xpYi9weXRob24zLjEwL3NpdGUtcGFja2FnZXMvYXN0cm9weS9pby9maXRzL2ZpbGUucHk6NjUxXHUwMDFiWzBtLCBpbiBcdTAwMWJbMDszNm1fRmlsZS5fb3Blbl9maWxlbmFtZVx1MDAxYlswOzM0bShzZWxmLCBmaWxlbmFtZSwgbW9kZSwgb3ZlcndyaXRlKVx1MDAxYlswbVxuXHUwMDFiWzE7MzJtICAgIDY0OFx1MDAxYlswbSBleHQgXHUwMDFiWzM4OzU7MjQxbT1cdTAwMWJbMzltIG9zXHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltcGF0aFx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bXNwbGl0ZXh0KFx1MDAxYlszODs1OzI4bXNlbGZcdTAwMWJbMzltXHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltbmFtZSlbXHUwMDFiWzM4OzU7MjQxbTFcdTAwMWJbMzltXVxuXHUwMDFiWzE7MzJtICAgIDY1MFx1MDAxYlswbSBcdTAwMWJbMzg7NTsyODswMW1pZlx1MDAxYlszOTswMG0gXHUwMDFiWzM4OzU7MTI5OzAxbW5vdFx1MDAxYlszOTswMG0gXHUwMDFiWzM4OzU7Mjhtc2VsZlx1MDAxYlszOW1cdTAwMWJbMzg7NTsyNDFtLlx1MDAxYlszOW1fdHJ5X3JlYWRfY29tcHJlc3NlZChcdTAwMWJbMzg7NTsyOG1zZWxmXHUwMDFiWzM5bVx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bW5hbWUsIG1hZ2ljLCBtb2RlLCBleHRcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW1leHQpOlxuXHUwMDFiWzA7MzJtLS0+IDY1MVx1MDAxYlswbSAgICAgXHUwMDFiWzM4OzU7Mjhtc2VsZlx1MDAxYlszOW1cdTAwMWJbMzg7NTsyNDFtLlx1MDAxYlszOW1fZmlsZSBcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW0gXHUwMDFiWzM4OzU7Mjg7NDNtb3Blblx1MDAxYlszOTs0OW1cdTAwMWJbNDNtKFx1MDAxYls0OW1cdTAwMWJbMzg7NTsyODs0M21zZWxmXHUwMDFiWzM5OzQ5bVx1MDAxYlszODs1OzI0MTs0M20uXHUwMDFiWzM5OzQ5bVx1MDAxYls0M21uYW1lXHUwMDFiWzQ5bVx1MDAxYls0M20sXHUwMDFiWzQ5bVx1MDAxYls0M20gXHUwMDFiWzQ5bVx1MDAxYls0M21JT19GSVRTX01PREVTXHUwMDFiWzQ5bVx1MDAxYls0M21bXHUwMDFiWzQ5bVx1MDAxYls0M21tb2RlXHUwMDFiWzQ5bVx1MDAxYls0M21dXHUwMDFiWzQ5bVx1MDAxYls0M20pXHUwMDFiWzQ5bVxuXHUwMDFiWzE7MzJtICAgIDY1Mlx1MDAxYlswbSAgICAgXHUwMDFiWzM4OzU7Mjhtc2VsZlx1MDAxYlszOW1cdTAwMWJbMzg7NTsyNDFtLlx1MDAxYlszOW1jbG9zZV9vbl9lcnJvciBcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW0gXHUwMDFiWzM4OzU7Mjg7MDFtVHJ1ZVx1MDAxYlszOTswMG1cblx1MDAxYlsxOzMybSAgICA2NTRcdTAwMWJbMG0gXHUwMDFiWzM4OzU7NjY7MDNtIyBNYWtlIGNlcnRhaW4gd2UncmUgYmFjayBhdCB0aGUgYmVnaW5uaW5nIG9mIHRoZSBmaWxlXHUwMDFiWzM5OzAwbVxuXHUwMDFiWzE7MzJtICAgIDY1NVx1MDAxYlswbSBcdTAwMWJbMzg7NTs2NjswM20jIEJaMkZpbGUgZG9lcyBub3Qgc3VwcG9ydCBzZWVrIHdoZW4gdGhlIGZpbGUgaXMgb3BlbiBmb3Igd3JpdGluZywgYnV0XHUwMDFiWzM5OzAwbVxuXHUwMDFiWzE7MzJtICAgIDY1Nlx1MDAxYlswbSBcdTAwMWJbMzg7NTs2NjswM20jIHdoZW4gb3BlbmluZyBhIGZpbGUgZm9yIHdyaXRlLCBiejIuQloyRmlsZSBhbHdheXMgdHJ1bmNhdGVzIGFueXdheS5cdTAwMWJbMzk7MDBtXG4iLAotICAgICAgIlx1MDAxYlswOzMxbUZpbGVOb3RGb3VuZEVycm9yXHUwMDFiWzBtOiBbRXJybm8gMl0gTm8gc3VjaCBmaWxlIG9yIGRpcmVjdG9yeTogJy4vZGF0YS9leGFtcGxlL291dHB1dHNfbWV0YWRldGVjdC90d29wb2ludF9kYXRhX2ZvdXJpZXIuc2FjYyciCi0gICAgIF0KLSAgICB9Ci0gICBdLAorICAgIm91dHB1dHMiOiBbXSwKICAgICJzb3VyY2UiOiBbCiAgICAgInMgPSBzYWNjLlNhY2MubG9hZF9maXRzKFwiLi9kYXRhL2V4YW1wbGUvb3V0cHV0c19tZXRhZGV0ZWN0L3R3b3BvaW50X2RhdGFfZm91cmllci5zYWNjXCIpIgogICAgXQpAQCAtMTM1OSwyMiArODg4LDEwIEBACiAgIH0sCiAgIHsKICAgICJjZWxsX3R5cGUiOiAiY29kZSIsCi0gICAiZXhlY3V0aW9uX2NvdW50IjogMjUsCisgICAiZXhlY3V0aW9uX2NvdW50IjogbnVsbCwKICAgICJpZCI6ICJkNGM5ZTI1NCIsCiAgICAibWV0YWRhdGEiOiB7fSwKLSAgICJvdXRwdXRzIjogWwotICAgIHsKLSAgICAgImVuYW1lIjogIk5hbWVFcnJvciIsCi0gICAgICJldmFsdWUiOiAibmFtZSAncycgaXMgbm90IGRlZmluZWQiLAotICAgICAib3V0cHV0X3R5cGUiOiAiZXJyb3IiLAotICAgICAidHJhY2ViYWNrIjogWwotICAgICAgIlx1MDAxYlswOzMxbS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLVx1MDAxYlswbSIsCi0gICAgICAiXHUwMDFiWzA7MzFtTmFtZUVycm9yXHUwMDFiWzBtICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgVHJhY2ViYWNrIChtb3N0IHJlY2VudCBjYWxsIGxhc3QpIiwKLSAgICAgICJDZWxsIFx1MDAxYlswOzMybUluWzI1XSwgbGluZSAxXHUwMDFiWzBtXG5cdTAwMWJbMDszMm0tLS0tPiAxXHUwMDFiWzBtIFx1MDAxYls0M21zXHUwMDFiWzQ5bVx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bWdldF9kYXRhX3R5cGVzKClcbiIsCi0gICAgICAiXHUwMDFiWzA7MzFtTmFtZUVycm9yXHUwMDFiWzBtOiBuYW1lICdzJyBpcyBub3QgZGVmaW5lZCIKLSAgICAgXQotICAgIH0KLSAgIF0sCisgICAib3V0cHV0cyI6IFtdLAogICAgInNvdXJjZSI6IFsKICAgICAicy5nZXRfZGF0YV90eXBlcygpIgogICAgXQpAQCAtMTM5MSwyMiArOTA4LDEwIEBACiAgIH0sCiAgIHsKICAgICJjZWxsX3R5cGUiOiAiY29kZSIsCi0gICAiZXhlY3V0aW9uX2NvdW50IjogMjYsCisgICAiZXhlY3V0aW9uX2NvdW50IjogbnVsbCwKICAgICJpZCI6ICJlZGM4M2IyMSIsCiAgICAibWV0YWRhdGEiOiB7fSwKLSAgICJvdXRwdXRzIjogWwotICAgIHsKLSAgICAgImVuYW1lIjogIk5hbWVFcnJvciIsCi0gICAgICJldmFsdWUiOiAibmFtZSAncycgaXMgbm90IGRlZmluZWQiLAotICAgICAib3V0cHV0X3R5cGUiOiAiZXJyb3IiLAotICAgICAidHJhY2ViYWNrIjogWwotICAgICAgIlx1MDAxYlswOzMxbS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLVx1MDAxYlswbSIsCi0gICAgICAiXHUwMDFiWzA7MzFtTmFtZUVycm9yXHUwMDFiWzBtICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgVHJhY2ViYWNrIChtb3N0IHJlY2VudCBjYWxsIGxhc3QpIiwKLSAgICAgICJDZWxsIFx1MDAxYlswOzMybUluWzI2XSwgbGluZSAxXHUwMDFiWzBtXG5cdTAwMWJbMDszMm0tLS0tPiAxXHUwMDFiWzBtIFx1MDAxYls0M21zXHUwMDFiWzQ5bVx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bWdldF90cmFjZXJfY29tYmluYXRpb25zKFx1MDAxYlszODs1OzEyNG1cIlx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtZ2FsYXh5X2RlbnNpdHlfY2xcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bVwiXHUwMDFiWzM5bSlcbiIsCi0gICAgICAiXHUwMDFiWzA7MzFtTmFtZUVycm9yXHUwMDFiWzBtOiBuYW1lICdzJyBpcyBub3QgZGVmaW5lZCIKLSAgICAgXQotICAgIH0KLSAgIF0sCisgICAib3V0cHV0cyI6IFtdLAogICAgInNvdXJjZSI6IFsKICAgICAicy5nZXRfdHJhY2VyX2NvbWJpbmF0aW9ucyhcImdhbGF4eV9kZW5zaXR5X2NsXCIpIgogICAgXQpAQCAtMTQyMywyMiArOTI4LDEwIEBACiAgIH0sCiAgIHsKICAgICJjZWxsX3R5cGUiOiAiY29kZSIsCi0gICAiZXhlY3V0aW9uX2NvdW50IjogMjcsCisgICAiZXhlY3V0aW9uX2NvdW50IjogbnVsbCwKICAgICJpZCI6ICIyODg0OGU3NSIsCiAgICAibWV0YWRhdGEiOiB7fSwKLSAgICJvdXRwdXRzIjogWwotICAgIHsKLSAgICAgImVuYW1lIjogIk5hbWVFcnJvciIsCi0gICAgICJldmFsdWUiOiAibmFtZSAncycgaXMgbm90IGRlZmluZWQiLAotICAgICAib3V0cHV0X3R5cGUiOiAiZXJyb3IiLAotICAgICAidHJhY2ViYWNrIjogWwotICAgICAgIlx1MDAxYlswOzMxbS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLS0tLVx1MDAxYlswbSIsCi0gICAgICAiXHUwMDFiWzA7MzFtTmFtZUVycm9yXHUwMDFiWzBtICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgICAgVHJhY2ViYWNrIChtb3N0IHJlY2VudCBjYWxsIGxhc3QpIiwKLSAgICAgICJDZWxsIFx1MDAxYlswOzMybUluWzI3XSwgbGluZSAxXHUwMDFiWzBtXG5cdTAwMWJbMDszMm0tLS0tPiAxXHUwMDFiWzBtIGVsbCBcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW0gXHUwMDFiWzQzbXNcdTAwMWJbNDltXHUwMDFiWzM4OzU7MjQxbS5cdTAwMWJbMzltZ2V0X3RhZyhcdTAwMWJbMzg7NTsxMjRtXCJcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bWVsbFx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtXCJcdTAwMWJbMzltLCBcdTAwMWJbMzg7NTsxMjRtXCJcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bWdhbGF4eV9kZW5zaXR5X2NsXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1cIlx1MDAxYlszOW0sIChcdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtbGVuc18wXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bSwgXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bWxlbnNfMFx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW0pKVxuXHUwMDFiWzE7MzJtICAgICAgMlx1MDAxYlswbSBDX2VsbCBcdTAwMWJbMzg7NTsyNDFtPVx1MDAxYlszOW0gc1x1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bWdldF9tZWFuKFx1MDAxYlszODs1OzEyNG1cIlx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtZ2FsYXh5X2RlbnNpdHlfY2xcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bVwiXHUwMDFiWzM5bSwgKFx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG1sZW5zXzBcdTAwMWJbMzltXHUwMDFiWzM4OzU7MTI0bSdcdTAwMWJbMzltLCBcdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtbGVuc18wXHUwMDFiWzM5bVx1MDAxYlszODs1OzEyNG0nXHUwMDFiWzM5bSkpXG5cdTAwMWJbMTszMm0gICAgICAzXHUwMDFiWzBtIHBsdFx1MDAxYlszODs1OzI0MW0uXHUwMDFiWzM5bWxvZ2xvZyhlbGwsIENfZWxsLCBcdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtLlx1MDAxYlszOW1cdTAwMWJbMzg7NTsxMjRtJ1x1MDAxYlszOW0pXG4iLAotICAgICAgIlx1MDAxYlswOzMxbU5hbWVFcnJvclx1MDAxYlswbTogbmFtZSAncycgaXMgbm90IGRlZmluZWQiCi0gICAgIF0KLSAgICB9Ci0gICBdLAorICAgIm91dHB1dHMiOiBbXSwKICAgICJzb3VyY2UiOiBbCiAgICAgImVsbCA9IHMuZ2V0X3RhZyhcImVsbFwiLCBcImdhbGF4eV9kZW5zaXR5X2NsXCIsICgnbGVuc18wJywgJ2xlbnNfMCcpKVxuIiwKICAgICAiQ19lbGwgPSBzLmdldF9tZWFuKFwiZ2FsYXh5X2RlbnNpdHlfY2xcIiwgKCdsZW5zXzAnLCAnbGVuc18wJykpXG4iLApAQCAtMTQ1NiwzNCArOTQ5LDM0IEBACiAgIH0sCiAgIHsKICAgICJjZWxsX3R5cGUiOiAiY29kZSIsCi0gICAiZXhlY3V0aW9uX2NvdW50IjogMjgsCisgICAiZXhlY3V0aW9uX2NvdW50IjogbnVsbCwKICAgICJpZCI6ICJiMjcxM2Y4MCIsCiAgICAibWV0YWRhdGEiOiB7fSwKICAgICJvdXRwdXRzIjogW10sCiAgICAic291cmNlIjogWwotICAgICIjIGNvbmZpZzIgPSBjZWNpLlBpcGVsaW5lLmJ1aWxkX2NvbmZpZyhjb25maWdfZmlsZW5hbWUpXG4iLAotICAgICIjIGNvbmZpZzJbJ3N0YWdlcyddLmFwcGVuZCh7XCJuYW1lXCI6IFwiVFhGb3VyaWVyVEpQQ292YXJpYW5jZVwifSlcbiIsCi0gICAgIiMgcGlwZWxpbmUyID0gY2VjaS5QaXBlbGluZS5jcmVhdGUoY29uZmlnMilcbiIsCi0gICAgIiMgcGlwZWxpbmUyLnJ1bigpIgorICAgICJjb25maWcyID0gY2VjaS5QaXBlbGluZS5idWlsZF9jb25maWcoY29uZmlnX2ZpbGVuYW1lKVxuIiwKKyAgICAiY29uZmlnMlsnc3RhZ2VzJ10uYXBwZW5kKHtcIm5hbWVcIjogXCJUWEZvdXJpZXJUSlBDb3ZhcmlhbmNlXCJ9KVxuIiwKKyAgICAicGlwZWxpbmUyID0gY2VjaS5QaXBlbGluZS5jcmVhdGUoY29uZmlnMilcbiIsCisgICAgInBpcGVsaW5lMi5ydW4oKSIKICAgIF0KICAgfSwKICAgewogICAgImNlbGxfdHlwZSI6ICJjb2RlIiwKLSAgICJleGVjdXRpb25fY291bnQiOiAyOSwKKyAgICJleGVjdXRpb25fY291bnQiOiBudWxsLAogICAgImlkIjogIjVmZDFhNDM3IiwKICAgICJtZXRhZGF0YSI6IHt9LAogICAgIm91dHB1dHMiOiBbXSwKICAgICJzb3VyY2UiOiBbCi0gICAgIiMgczIgPSBzYWNjLlNhY2MubG9hZF9maXRzKFwiLi9kYXRhL2V4YW1wbGUvb3V0cHV0c19tZXRhZGV0ZWN0L3N1bW1hcnlfc3RhdGlzdGljc19mb3VyaWVyLnNhY2NcIilcbiIsCi0gICAgIiMgczIucmVtb3ZlX3NlbGVjdGlvbignZ2FsYXh5X3NoZWFyRGVuc2l0eV9jbF9iJylcbiIsCi0gICAgIiMgczIucmVtb3ZlX3NlbGVjdGlvbignZ2FsYXh5X3NoZWFyX2NsX2JiJylcbiIsCi0gICAgIiMgczIucmVtb3ZlX3NlbGVjdGlvbignZ2FsYXh5X3NoZWFyX2NsX2JlJylcbiIsCi0gICAgIiMgczIucmVtb3ZlX3NlbGVjdGlvbignZ2FsYXh5X3NoZWFyX2NsX2ViJykiCisgICAgInMyID0gc2FjYy5TYWNjLmxvYWRfZml0cyhcIi4vZGF0YS9leGFtcGxlL291dHB1dHNfbWV0YWRldGVjdC9zdW1tYXJ5X3N0YXRpc3RpY3NfZm91cmllci5zYWNjXCIpXG4iLAorICAgICJzMi5yZW1vdmVfc2VsZWN0aW9uKCdnYWxheHlfc2hlYXJEZW5zaXR5X2NsX2InKVxuIiwKKyAgICAiczIucmVtb3ZlX3NlbGVjdGlvbignZ2FsYXh5X3NoZWFyX2NsX2JiJylcbiIsCisgICAgInMyLnJlbW92ZV9zZWxlY3Rpb24oJ2dhbGF4eV9zaGVhcl9jbF9iZScpXG4iLAorICAgICJzMi5yZW1vdmVfc2VsZWN0aW9uKCdnYWxheHlfc2hlYXJfY2xfZWInKSIKICAgIF0KICAgfSwKICAgewogICAgImNlbGxfdHlwZSI6ICJjb2RlIiwKLSAgICJleGVjdXRpb25fY291bnQiOiAzMSwKKyAgICJleGVjdXRpb25fY291bnQiOiBudWxsLAogICAgImlkIjogImFmNmM4ODVhIiwKICAgICJtZXRhZGF0YSI6IHt9LAogICAgIm91dHB1dHMiOiBbXSwKQEAgLTE0OTUsNyArOTg4LDcgQEAKICAgfSwKICAgewogICAgImNlbGxfdHlwZSI6ICJjb2RlIiwKLSAgICJleGVjdXRpb25fY291bnQiOiAzMiwKKyAgICJleGVjdXRpb25fY291bnQiOiBudWxsLAogICAgImlkIjogIjgzMDQ2YjcxIiwKICAgICJtZXRhZGF0YSI6IHt9LAogICAgIm91dHB1dHMiOiBbXSwKQEAgLTE1MDcsOSArMTAwMCw5IEBACiAgXSwKICAibWV0YWRhdGEiOiB7CiAgICJrZXJuZWxzcGVjIjogewotICAgImRpc3BsYXlfbmFtZSI6ICJ0eHBpcGUiLAorICAgImRpc3BsYXlfbmFtZSI6ICJiYXNlIiwKICAgICJsYW5ndWFnZSI6ICJweXRob24iLAotICAgIm5hbWUiOiAidHhwaXBlIgorICAgIm5hbWUiOiAicHl0aG9uMyIKICAgfSwKICAgImxhbmd1YWdlX2luZm8iOiB7CiAgICAiY29kZW1pcnJvcl9tb2RlIjogewpAQCAtMTUyMSw3ICsxMDE0LDcgQEAKICAgICJuYW1lIjogInB5dGhvbiIsCiAgICAibmJjb252ZXJ0X2V4cG9ydGVyIjogInB5dGhvbiIsCiAgICAicHlnbWVudHNfbGV4ZXIiOiAiaXB5dGhvbjMiLAotICAgInZlcnNpb24iOiAiMy4xMC4xNSIKKyAgICJ2ZXJzaW9uIjogIjMuMTAuMTgiCiAgIH0KICB9LAogICJuYmZvcm1hdCI6IDQsChDDZlEAAAAxdEVYdGdpdGhlYWQAYTFkNzZkYmUwNWNiOThkY2YwYTU0NmQyMjkxMmIwMWYxYTliMDQxMQpBQwqtAAAAXnRFWHR2ZXJzaW9ucy9zeXMAMy4xMC4xOCB8IHBhY2thZ2VkIGJ5IGNvbmRhLWZvcmdlIHwgKG1haW4sIEp1biAgNCAyMDI1LCAxNDo0NjowMCkgW0NsYW5nIDE4LjEuOCBdKPbpXAAAABF0RVh0dmVyc2lvbnMvcmUAMi4yLjEI0IXoAAAAFnRFWHR2ZXJzaW9ucy9pcGFkZHJlc3MAMS4wc8xT+AAAABF0RVh0dmVyc2lvbnMvemxpYgAxLjBs6RwVAAAAFXRFWHR2ZXJzaW9ucy9wc3V0aWwANS45LjidxKrzAAAAE3RFWHR2ZXJzaW9ucy95YW1sADYuMC4y3ZBpAgAAABV0RVh0dmVyc2lvbnMvYXJncGFyc2UAMS4x08Op6gAAABp0RVh0dmVyc2lvbnMvY2VjaS5fdmVyc2lvbgAyLjKNb65NAAAAFnRFWHR2ZXJzaW9ucy9jZWNpLm1haW4AMi4yvKe+9QAAABh0RVh0dmVyc2lvbnMvbG9nZ2luZwAwLjUuMS4yPvw8mQAAAB50RVh0dmVyc2lvbnMvbW9yZV9pdGVydG9vbHMAMTAuOC4wP93O2gAAABx0RVh0dmVyc2lvbnMvdXJsbGliLnJlcXVlc3QAMy4xMOzrH9kAAAAgdEVYdHZlcnNpb25zL2JhY2twb3J0cy50YXJmaWxlADAuOS4wGVJJ3QAAACN0RVh0dmVyc2lvbnMvcGxhdGZvcm1kaXJzLnZlcnNpb24ANC4zLjhITNJ5AAAAEXRFWHR2ZXJzaW9ucy9jZWNpADIuMqCGvsQAAAAcdEVYdHZlcnNpb25zL251bXB5LnZlcnNpb24AMi4yLjbw1QFoAAAAKnRFWHR2ZXJzaW9ucy9udW1weS5fY29yZS5fbXVsdGlhcnJheV91bWF0aAAzLjHPUY+zAAAAFnRFWHR2ZXJzaW9ucy9fY3R5cGVzADEuMS4wzhMSJwAAABV0RVh0dmVyc2lvbnMvY3R5cGVzADEuMS4wu9i33AAAABp0RVh0dmVyc2lvbnMvbnVtcHkuX2NvcmUAMi4yLjZy/JmiAAAAKXRFWHR2ZXJzaW9ucy9udW1weS5saW5hbGcuX3VtYXRoX2xpbmFsZwAwLjEuNbBRqF8AAAARdEVYdHZlcnNpb25zL19jc3YAMS4wHBoQcQAAABB0RVh0dmVyc2lvbnMvY3N2ADEuMIFGYpAAAAAidEVYdHZlcnNpb25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ANRySwPr+++913333affu3TKZTDIMQ9Kv61+VlJQ4IiwAAECt89577+kvf/mLevfurdLSUiUmJmr69OkaOnSoq5sGAMDVI5mNGuKQBNaYMWMUGRmp9evXKyoqStu2bdPx48f1pz/9SXPmzHFESAAAgFpp1qxZ2r59u5o2bSpJOnnypHr16kUCCwBchN2cAffkkD+J6enp+vzzz9W8eXPVq1dP9erV0+23367k5GSNHj1amZmZjggLAABQ65SWlqpRo0a280aNGqm0tNSFLQIAAHA/DklglZSU2AZigYGB+vHHH9WmTRuFh4ezLTQAAMAFHnroIXXv3l2DBw+WYRhauXKl4uPjXd0sAIAHY5YZaiOH/C7t0KGDvvnmG0VFRalbt26aPXu2fH199dprrykqKsoRIQEAAGqlZ555Rr1799ZXX30lk8mkV199VZ06dXJ1swAAANyKQxJYzz33nM6cOSNJeuGFF3T33XerR48eatasmZYvX+6IkAAAALXSwYMH9fbbb+vQoUMqKSnR+vXrJUmrV692ccsAAADch0MSWH379rV9joqK0t69e3XixAk1bdrUthMhAAAApN///vd66qmnNGTIENWrV8/VzQEAAHBLNZbAysnJUVhYWJXfBwQE2J0fPXpU1157bU2FBwAAqJUaNmyoxx9/3NXNAAAAcGs19mO+Ll26aOTIkdq2bVuVdaxWqxYtWqQOHTpo5cqVNRUaAACg1po4caKeeeYZpaWl6YsvvrAdgEfJ/9HVLQAuXdEZpfs9pfd8XpAl74SrWwPgv2psBta+ffs0Y8YM9evXTz4+PurcubNCQ0Pl7++vkydPau/evdqzZ486d+6sl156Sf3796+p0AAAALXW2rVrtXHjRh04cMD2CqHJZFLPnj1d3DLgKmW99+vnl7tK9/xd6vSw69qDWsdVO+WtyLRoauE8laqe6v1ju5IH3aQhXap+26hWKjqjQ/7DJEkFRTmSr9nFDQIursb+BggICNCcOXP0wgsvKDU1VV9++aUOHTqks2fPKjAwUH/4wx/Ut29fdejQoaZCAgAA1HqbNm3Snj17WCcUnsV6VPp0wq/nRqn0r7FS6zslM8uIwH3lWs9qauoBlf73ZaVSQ5q08lv1vKG5Qsz1Xdw6oG6r8RS2v7+/Bg0apEGDBtX0rQEAADxO165ddfDgQV133XWubgpQc04cLEtaXcgokU5871kJLGaxeJzsvDMqNezLSgxDh/IKPC6BlWsEKLs0WMH5hYpq5OrWABfnnDmYAAAAqFRmZqY6dOigNm3ayM/PT4ZhyGQyVbuuKOD2AlpLpnr2SSyTlxQQ5bo2AZcgMrCh6plkl8TyMpkUEdjAdY1ygDrxmiQ8jsfv1bxgwQJFRkbK399f0dHR+vLLL6utv2nTJkVHR8vf319RUVFauHBhlXWXLVsmk8mk3//+9zXcagAAUFd8/PHH2r9/v1avXq0PPvhAH374oT744ANXNwu4OuZrpf6zfz03eUn3pHjW7Ct4pBBzfU0bcJ28VCJJqmeSZgzq4FGzr8pfk2yhk4qpt0ctjOOatPJb5VrPOj54Xd/QoeiMlGQuO4rOuLo1tY5Hz8Bavny5xo4dqwULFui2227Tq6++qv79+2vv3r0KC6uYXc7OztaAAQM0cuRIvfPOO9q8ebMSEhLUvHlzDR482K7u4cOHNX78ePXo0cNZ3QEAAB4oPDzc1U0AHKPjMCl1fNnnJ7dKgde7tj24MkVnpBmhZZ8n/Sj5NnRJMyzWc4pq7pz33AbfEqze6/vpUGmQgp5YrajQFk6J6yzZeWd0f70NSvZ+XV4mQyWGSROLR+hQXjfHJOrY0KFGNPD11qGZd7m6GS7l0TOw5s6dq+HDh2vEiBFq166dUlJS1KpVK73yyiuV1l+4cKHCwsKUkpKidu3aacSIEXr00Uc1Z84cu3olJSX6wx/+oGnTpikqimnQAADg0lmtVj322GO67rrr1K5dO+Xm5rq6SYDjNQl1dQtQC63Y+YPtc++5m7R8e47TYoeYTijGa5+Cm/g5J6ATZ+a09rPakleS5GUyNMN7saL8TtV8MOtRGZVt6GA9WvOx4PE8NoFVVFSknTt3Ki4uzq48Li5OW7ZsqfSa9PT0CvX79u2rHTt26Pz587ay6dOnq3nz5ho+fHjNNxwAAHi0hIQE7d69W7Nnz9bhw4d19mzZKxtjx47V3//+dxe3DkBtUlBUrIhnP1HEs5/o+59/cViMn4xr9G1JuA4fOuCQGJXJtZ7V1NV7bOfluwE65TW3C5hOe94PGYLOH7Ulr8p5m0oVdN4Br/edOChTVRs61HV1/XXKK+CxCay8vDyVlJQoKCjIrjwoKEgWi6XSaywWS6X1i4uLlZeXJ0navHmzFi9erEWLFl1yWwoLC5Wfn293AACAuunTTz/VggULNGjQIHl5ednK+/Xrp7ffftuFLQNwuRr4elf62VmcMUPp609eVaCs6uB1WC3fjdW2FSk1HqMy1e0G6Gheu5fZPvu/FiPtesvhMZ0qoLUM029SAY7aZMGZsWqD375O6Wm/txzM4QmsLl26qGvXrhWO8nJHM5lMduflO/tcTv3y8tOnT+uhhx7SokWLFBgYeMltSE5Oltlsth2tWrW6jB4AAABP06hRxXVcrr/+eh044LzZDYDHu/CVrLzvXN2aGlc+QylYxx22EPdPPxxU170z7F416/TNNP30w8Eai1GV8t0AL+SU3QCtR+W77lnbqckVr7w5emaO+VoVxc20nRqO3GThv7H++8/qsmRWXd3QwXpU4nXKq+LwBFb5Tjq/PRy9w05gYKC8vLwqzLY6duxYhVlW5YKDgyut7+3trWbNmungwYM6dOiQ7rnnHnl7e8vb21tvvfWWVq9eLW9vbx08WPlf5BMnTpTVarUdR44cqZlOAgCAWmfAgAF67733KpT/8ssv1f6QraY5YqfmFStWqH379vLz81P79u21atWqq46LmvHTDwf17eZ/OSXx4DY8fKZD+ULcm/1G633fF7XZb7QG1/u8Rmco/Xx4b6WvmuUd/r8ai1GVEHN9TRt4o+3cabsBuuqVNyf/fi25aajt87nHtjh0UfV/FvfSbYV/19Ci53Tbub9reUkvh8VyaycOliWtLsTrlJfF4Qms8PBw22GxWLR582aFh4erSZMmdtPma5qvr6+io6OVlpZmV56Wlqbu3btXek1MTEyF+uvWrVPnzp3l4+Ojtm3bavfu3crKyrIdAwcO1B133KGsrKwqZ1b5+fmpSZMmdgcAAKibkpOTtWDBAk2bNs02M/zs2bOaPn26OnXq5JQ2lO/UPHnyZGVmZqpHjx7q37+/cnIqf/2ofKfmHj16KDMzU5MmTdLo0aO1YsUKW5309HQNGTJE8fHx+vrrrxUfH68HHnhAW7duveK4TmU9KmV/4fSfhDsjsZS+fLYCF0WrQ9pDClwU7bRXwFyqDsx0cMZC3M3D26vEsE+sFxv1FBjetsZiVGdwdEvb5/WJsRrSpeJO8jXOFa+8uXihc6NxiMPunWs9q6mpB/SjmiujtL1+NJq5ZC0zt8DrlFfNaWtgJSUl6cUXX1RSUpIkqaCgQEOHDq3+oquUmJio119/XUuWLNG+ffs0btw45eTkaNSoUZLKZkY9/PCvmeZRo0bp8OHDSkxM1L59+7RkyRItXrxY48eXbf/r7++vDh062B3XXHONGjdurA4dOsjX19eh/QEAALVfq1attHnzZn311VcqKChQ165d1bRpU3355ZeaNWuWU9rgiJ2aU1JS1KdPH02cOFFt27bVxIkTdeeddyolJeWK4zrNtkXS39pLb94jpXRw2kyd9A/mOjyx5MpXwCQp1wjQlpL2yrWec0o8mzow08EZC3EHtWytbe0nqdgo+2djsVFPu26eqqCWrWssRrWKzuiQ/zAd8h+m4Polzolpvlam/rN/PXfk63XlPHihc1euZeZ2nPnqpodyWgLro48+0scff6yGDRtKkq699lqHL2Y+ZMgQpaSkaPr06erYsaO++OILpaamKjw8XJKUm5tr9xO/yMhIpaamauPGjerYsaOef/55zZs3T4MHD3ZoOwEAV8fi7H8YAVfpuuuuU1pamg4dOqQlS5boo48+0v79+9W5c2eHx3bUTs1V1Sm/55XEdQoXzdT56YeD6vrtdIcnllz5CtjbW3/QbYXzNOz8c7ptboZDFhivUkBrlf7mnzqlpnqeNdMhoLXkhNkcv7vrcR1XE+0pCdPRP2xU18Fja/T+bqnjsF8/P7nVoa/XSfLomTkuW8vMTZXcNNS2q2fOgxsc/3vLwzgtgeXn5yfp10XST506pXr1HB8+ISFBhw4dUmFhoXbu3KmePXvavlu6dKk2btxoVz82Nla7du1SYWGhsrOzbbO1qrJ06VJ99NFHDmg5AKA6zth5CXC0sLAw3XPPPerXr5+aNm3qlJiO2qm5qjrl97ySuJITdnN20UwdZyWWXPUKWPlrQ+VJpFJDTn1tKFcBmnR+uN3MoUlFI5SrAKfEdwrztZITZgo18PVWkOmUbvTKUXjEdTV678thOp3rmsBNQh0fw3ytMtpOtPv9uq3DXxw7M8e3oSLOvaeIc+9Jvg0dFibEXF/TBlwnL5XNoHPaWmZuakWmRTGF83X3+WTd8cYPlzd+vXBjiqIzjmukG3PaXq9PPPGEhgwZory8PL3wwgtavny5nnnmGWeFBwB4kPKdl8qV/8Oo5w3N6+yACLhcNblT8+Xc83LjJicna9q0aVV+f9XKZ7FcmMRywsyH8sTShUksRySWglq21rabk9Tpm2nyNpXaXgHr6uBXwKp7bcgZf09n553RspI7tLHkZkXU+0mHSoNkUTPd66T4TtN1pNRmQFnCNSDK415F8tq9zPbZ/7UY6Z6/e+SMlVzrWf0h60a1MP5u+/36845AfdX7rMN+vzbw9dahmXc55N6/NfiWYPVe30+HSoMU9MRqRYW2cEpcd1NVYp/x66VzWgLrkUceUbdu3fTZZ5/JMAwtW7ZMN95448UvBADgN1z9DyOgNnPETs3V1Sm/55XElcrWLE1MTLSd5+fnV7lxzhUxX1v2j+J/jS2beeWkNUmCWrZWeoe/qMu3zzs8sdR18Fj91O0e5R3+PwWGt3V48kr69bWhC/+uduZrQ+XxLUYzWUqbOT2+U5mvdfhMHSVZHXf/qliPym/ds7ZTU/nrva3v9LhEXfm4xqJff7/Kw8Y1IaYTCvE6oYImfq5uisswfr16Dn+HLzU11XZkZ2crKipKrVu31uHDh5Wamuro8AAAD8R6CvAUu3btUlFRkVNjOmKn5urqlN/zSuJKTtrNudPD+mn4dn3b5139NHy702Z4xPxvoo6P3KE9fd7T8ZE7HLq2UFDL1rrxtructvh2iLm+kgfdJK//zq7zMpmc+tpQiLm+pg389Yfldf21pVqpDizEX45xTd3Ac756Dp+B9cEHH0gq++nali1bdOedd8owDG3YsEGxsbEaMGCAo5sAAPAw5f8wmfJx2WuE/MMEtVWXLl20b98+3XDDDU6Nm5iYqPj4eHXu3FkxMTF67bXXKuzUfPToUb31VtlufKNGjdL8+fOVmJiokSNHKj09XYsXL9b7779vu+eYMWPUs2dPzZo1S/fee68+/vhjrV+/Xl999dUlx3WVt9MPacrH/yfJpHqm/1PyIB8N6RLmlNhBLVs7b0c3JxvSJUw9b2iuQ3kFighs4PS/o+NjItS7fZDL4uMquej1XlcoXycq6ZP9KpEX4xoPxfj16jk8gfXGG29Iku655x7t27dPwcHBksoW+nziiSccHR4A4KEGR7e0DQDWJ8YqqnkjF7cIuHzl60g525AhQ3T8+HFNnz5dubm56tChwyXt1Dxu3Di9/PLLCg0NrbBTc/fu3bVs2TI999xzmjJlilq3bq3ly5erW7dulxzXFVhTz7FCzPVd+uvo6vi4CuWL1KeOLzt30uu9rjK4W2tN+eSAJM8b1zTw9a70c13E+PXqOO13z8GDB9W8eXPbebNmzbR//35nhQcAeLBgs7+rmwDUOgkJCUpISKj0u6VLl1YoK9+puTr333+/7r///iuO6wqsSQK4sY7Dfk1gPblVCrzeOXFdte7XfzGuqRt4zpfPaQmswYMHq3v37rrvvvtkMpm0atWqiw5wAAAAAEdy9WLjAC5Rk1BXtwCAizktgfX8889r4MCB2rJliwzD0D/+8Q916dLFWeEBAACACliTBIA7aODrrUMz73J1MxzDxTPa3IlHP2cncOoLqK1atVJUVJRMJpPCwpyzMCYAAABQHRb7BtwUiQ8AF6jnrEDvvfeebr/9dn3yySdavXq1evTooWXLljkrPAAAAFClEHN9xbRuRvIKAAA35bQZWLNmzdL27dvVtGlTSdLJkyfVq1cvDR061FlNAAAAAAAAQC3ktBlYpaWlatTo1y0iGzVqpNLSUmeFB4A6y2I95+omAKjC1KlTFRgY6OpmAAAAuD2nzcB66KGH1L17dw0ePFiGYWjlypWKj493VngAqFNW7PzB9rn33E1KHnSThnRh7cErVVBUrPZ/WStJ2ju9rxr4OnUJSXiwqVOnuroJAAAAtYLTRuDPPPOMevfura+++komk0mvvvqqOnXq5KzwAFBn5FrPaurqPbbzUkOatPJb9byhOWu7AAAAAKiVnJbAOnjwoN5++20dOnRIJSUlWr9+vSRp9erVzmoCANQJ2XlnVGrYl5UYhg7lFZDAAgAAAFArOS2B9fvf/15PPfWUhgwZonr1nLb0FgDUOZGBDVXPJLsklpfJpIjABq5rFAAAAABcBaclsBo2bKjHH3/cWeEAoM4KMdfXtIE3asrHZa8R1jNJMwZ1YPYV4GaKi4vl7c16agAAAJfCaVOhJk6cqGeeeUZpaWn64osvbAcAoOYNjm5p+7w+MZYF3AE31LVrV9vnhIQEF7YEAADA/Tntx35r167Vxo0bdeDAAdsrhCaTST179nRWEwCgTgo2+7u6CQAqYRi/vuebkZHhwpYAAAC4P6clsDZt2qQ9e/bIZDI5KyQAAIDbYkwEAABw6ZyWwOratasOHjyo6667zlkhAQAA3NY333yjFi1ayDAMnTp1yvZZKktuHTt2zMUtBAAAcB9OS2BlZmaqQ4cOatOmjfz8/GQYhkwmk7Zt2+asJgAAALiN4uJiVzcBAADURvk/SoHXu7oVTlejCay1a9eqT58+tjWuLvTxxx/XZCgAAIBa7fDhw7rmmmtkNpslSevXr9fq1asVERGhJ598Un5+fi5uIQAAcBtZ7/36+eWu0j1/lzo97Lr2uECN7kI4YMAA5eXlVfpdeHh4pQcAAEBd9L//+786c+aMJGnHjh164IEHFBYWpt27d+vxxx93cesAAIDbsB6VPp3w67lRKv1rbFl5HVKjM7Au3E0HAAAAVTt37pxCQ0MlSe+8844ee+wxjR8/XoZh6Oabb3Zx6wAAgNs4cbAsaXUho0Q68b1kvtY1bXKBGp2BBQAAgEtjGIbth39paWnq06ePJHYnBAAAvxHQWjL9Jn1j8pIColzTHhep8QTW/PnztXbt2ipfJQQAAID0wAMPqE+fPvrf//1feXl56Y477pAkff/992rcuLGLWwcAANyG+Vqp/+xfz01e0j0pdWr2leSAXQhfeeUVvfDCCzKZTLr22mvVqVMnRUdHq1OnTurUqZNCQkJqOiQAAECtM2XKFPXu3VsWi8VuE5zi4mLNnz/fxa0DAABupeMwKXV82ecnt7ILYU3Ys2ePiouLlZmZqV27dmnXrl16/fXXdeTIEZlMJgUFBenHH3+s6bAAAAC1yrlz57R161YdOHBAx44d0/Dhw+Xt7a0bbrjB1U0DcCXq6Lb2AFygSairW+ASNZrAKl+zITQ0VKGhobrrrrts3504cUI7duxQVlZWTYYEAAColf74xz/Kx8dHPXr00Keffqq9e/fq73//u6ubBeBysK09ADiN03YhDAgIUFxcnOLi4moyJAAAQK20d+9e7d69W5I0fPhwde3a1cUtAnBZqtrWvvWddW5dGgBwhhpdxP3TTz+V2WyuyVsCAAB4JB8fH9tnb+8aX9UBgKNVt609AKDG1ehoqW/fvjV5OwAAAI/1zTffqEWLFpLKZrGfOnVKLVq0kGEYMplMOnbsmItbCKBa5dvaX5jEqoPb2gOAs/DjPgBAjSgoKlb7v6yVJO2d3lcNfPlfDFCd4uJiVzcBwNUo39a+fFewOrqtPQA4S42+QggAgLM08PXWoZl36dDMu0iWoVaxWq167LHHdN1116ldu3bKzc11dZMAXKmOw379/ORWFnAHAAdyeAJr165dKioqcnQYAACAWiEhIUG7d+/W7NmzdfjwYZ09e1aSNHbsWKfsQnjy5EnFx8fLbDbLbDYrPj5ep06dqvYawzCUlJSk0NBQ1a9fX7169dKePXvs6hQWFurpp59WYGCgGjZsqIEDB+qHH36wqxMRESGTyWR3PPvsszXdRcA16ui29gDgLA5PYHXp0kWHDh1ydBgAAIBa4dNPP9WCBQs0aNAgeXl52cr79eunt99+2+Hxhw0bpqysLK1Zs0Zr1qxRVlaW4uPjq71m9uzZmjt3rubPn6/t27crODhYffr00enTp211xo4dq1WrVmnZsmX66quv9Msvv+juu+9WSUmJ3b2mT5+u3Nxc2/Hcc885pJ8AAMCzOPydC8MwHB0CAACgVmnUqFGFsuuvv14HDhxwaNx9+/ZpzZo1ysjIULdu3SRJixYtUkxMjPbv3682bdpUuMYwDKWkpGjy5MkaNGiQJOnNN99UUFCQ3nvvPT3++OOyWq1avHix3n77bfXu3VuS9M4776hVq1Zav3693UY/jRs3VnBwsEP7CQAAPA9rYAEAADjRgAED9N5771Uo/+WXX2QymRwaOz09XWaz2Za8kqRbb71VZrNZW7ZsqfSa7OxsWSwWxcXF2cr8/PwUGxtru2bnzp06f/68XZ3Q0FB16NChwn1nzZqlZs2aqWPHjnrxxRcvutREYWGh8vPz7Q4AAFD3eHwCa8GCBYqMjJS/v7+io6P15ZdfVlt/06ZNio6Olr+/v6KiorRw4UK77xctWqQePXqoadOmatq0qXr37q1t27Y5sgsAAMCDJCcna8GCBZo2bZoMw5DJZNLZs2c1ffp0derUyaGxLRaLWrRoUaG8RYsWslgsVV4jSUFBQXblQUFBtu8sFot8fX3VtGnTKutI0pgxY7Rs2TJt2LBBTz31lFJSUpSQkFBtm5OTk23rdZnNZrVq1eriHQUAAB7HoxNYy5cv19ixYzV58mRlZmaqR48e6t+/v3Jyciqtn52drQEDBqhHjx7KzMzUpEmTNHr0aK1YscJWZ+PGjXrwwQe1YcMGpaenKywsTHFxcTp69KizugUAAGqxVq1aafPmzfrqq69UUFCgrl27qmnTpvryyy81a9asK7pnUlJShcXRf3vs2LFDkiqd5VWeSKvOb7+/lGt+W2fcuHGKjY3VzTffrBEjRmjhwoVavHixjh8/XuU9Jk6cKKvVajuOHDlSbUwAAOCZPHrf8blz52r48OEaMWKEJCklJUVr167VK6+8ouTk5Ar1Fy5cqLCwMKWkpEiS2rVrpx07dmjOnDkaPHiwJOndd9+1u2bRokX68MMP9dlnn+nhh9k2FwAAXNx1112ntLQ05eTk6Ouvv5aPj4+6detWYQbTpXrqqac0dOjQautERETom2++0U8//VThu59//rnCDKty5etVWSwWhYSE2MqPHTtmuyY4OFhFRUU6efKkXR+OHTum7t27V9mmW2+9VZJ04MABNWvWrNI6fn5+8vPzq7ZvAADA83lsAquoqEg7d+6ssDVzXFxclWs8pKen263dIEl9+/bV4sWLdf78efn4+FS4pqCgQOfPn1dAQEDNNR4AANQJYWFhCgsLu+r7BAYGKjAw8KL1YmJiZLVatW3bNnXt2lWStHXrVlmt1ioTTZGRkQoODlZaWppuueUWSWXjrE2bNtl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"text/plain": [ "" ] }, - "execution_count": 20, + "execution_count": 47, "metadata": {}, "output_type": "execute_result" } @@ -1451,7 +1126,7 @@ "source": [ "# Maps: source catalog maps \n", "\n", - "TXPipe Generaetes a set of maps, in [healpix](https://healpy.readthedocs.io/en/latest/tutorial.html) format by default.\n", + "TXPipe generates a set of maps, in [healpix](https://healpy.readthedocs.io/en/latest/tutorial.html) format by default.\n", "\n", "TXPipe map files use the class `txpipe.data_types.MapsFile`. This can read, write, and plot maps in either the default Heapix or alternative planar form.\n", "\n", @@ -1460,7 +1135,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 48, "id": "3d9e47bc", "metadata": {}, "outputs": [ @@ -1473,7 +1148,7 @@ }, { "data": { - "image/png": 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", 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", 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" ] @@ -1503,7 +1178,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 49, "id": "153e81b8", "metadata": {}, "outputs": [ @@ -1514,18 +1189,18 @@ " 'dec_cent': np.float64(nan),\n", " 'nbin': np.int64(4),\n", " 'nbin_source': np.int64(4),\n", - " 'nest': np.False_,\n", - " 'npix': np.int64(49152),\n", + " 'nest': np.True_,\n", + " 'npix': np.int64(196608),\n", " 'npix_x': np.int64(-1),\n", " 'npix_y': np.int64(-1),\n", - " 'nside': np.int64(64),\n", + " 'nside': np.int64(128),\n", " 'pixel_size': np.float64(nan),\n", " 'pixelization': 'healpix',\n", " 'ra_cent': np.float64(nan),\n", " 'sparse': np.True_}" ] }, - "execution_count": 22, + "execution_count": 49, "metadata": {}, "output_type": "execute_result" } @@ -1534,59 +1209,23 @@ "f.read_map_info(\"g1_1\")" ] }, - { - "cell_type": "markdown", - "id": "c47d2961", - "metadata": {}, - "source": [ - "You don't have to use the class to explore the data - you can also dig in directly if you really prefer. The underlying file object is exposed as `f.file`.\n", - "\n", - "Maps are stored as two arrays, a pixel index and value. Unobserved values are not stored. We can look at the first 10 values, for example." - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "d23dd553", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Root keys \n", - "Map keys: \n", - "[36778 36779 37035 37290 37291]\n", - "[ 0.00297968 -0.00187146 -0.00130367 0.12708714 0.07085132]\n" - ] - } - ], - "source": [ - "print(\"Root keys\", f.file.keys())\n", - "\n", - "group = f.file[\"maps/g1_0\"]\n", - "print(\"Map keys:\", group.keys())\n", - "print(f.file[\"maps/g1_0/pixel\"][:10])\n", - "print(f.file[\"maps/g1_0/value\"][:10])\n" - ] - }, { "cell_type": "markdown", "id": "cd33a288", "metadata": {}, "source": [ - "We can also plot maps manually using `healpy`." + "We can also plot maps manually using `healpy`. Note that by default TXPipe maps are now stored in \"nest\" configuration." ] }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 50, "id": "db383769", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1596,8 +1235,8 @@ } ], "source": [ - "m = f.read_map(\"lensing_weight_2D\")\n", - "healpy.cartview(m, lonra=[55,65], latra=[-35, -28])" + "m = f.read_map_healpix(\"g1_3\")\n", + "healpy.cartview(m, lonra=[55,65], latra=[-35, -28], nest=True)" ] }, { @@ -1630,12 +1269,12 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 51, "id": "499854e5", "metadata": {}, "outputs": [], "source": [ - "s = sacc.Sacc.load_fits(\"./data/example/outputs_metadetect/twopoint_data_fourier.sacc\")" + "s = sacc.Sacc.load(\"./data/example/outputs_metadetect/twopoint_data_fourier.sacc\")" ] }, { @@ -1648,23 +1287,23 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 52, "id": "d4c9e254", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "['galaxy_density_cl',\n", - " 'galaxy_shearDensity_cl_b',\n", - " 'galaxy_shearDensity_cl_e',\n", - " 'galaxy_shear_cl_bb',\n", - " 'galaxy_shear_cl_be',\n", + "['galaxy_shear_cl_ee',\n", " 'galaxy_shear_cl_eb',\n", - " 'galaxy_shear_cl_ee']" + " 'galaxy_shear_cl_be',\n", + " 'galaxy_shear_cl_bb',\n", + " 'galaxy_shearDensity_cl_e',\n", + " 'galaxy_shearDensity_cl_b',\n", + " 'galaxy_density_cl']" ] }, - "execution_count": 26, + "execution_count": 52, "metadata": {}, "output_type": "execute_result" } @@ -1685,19 +1324,17 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 53, "id": "edc83b21", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[(np.str_('lens_0'), np.str_('lens_0')),\n", - " (np.str_('lens_1'), np.str_('lens_0')),\n", - " (np.str_('lens_1'), np.str_('lens_1'))]" + "[('lens_0', 'lens_0'), ('lens_1', 'lens_0'), ('lens_1', 'lens_1')]" ] }, - "execution_count": 27, + "execution_count": 53, "metadata": {}, "output_type": "execute_result" } @@ -1713,28 +1350,28 @@ "source": [ "Our 1 square degree sample is small enough to be almost pure noise, but we can extract and plot the data in it nonetheless.\n", "\n", - "Let's pull out the data for type `galaxy_density_cl` (the clustering measurement) and the auto-correlation for the first lens bin." + "Let's pull out the data for type `galaxy_shear_cl_ee` (the main lensing measurement) and the auto-correlation for the first lens bin." ] }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 54, "id": "28848e75", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[]" + "[]" ] }, - "execution_count": 28, + "execution_count": 54, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -1744,182 +1381,15 @@ } ], "source": [ - "ell = s.get_tag(\"ell\", \"galaxy_density_cl\", ('lens_0', 'lens_0'))\n", - "C_ell = s.get_mean(\"galaxy_density_cl\", ('lens_0', 'lens_0'))\n", + "ell = s.get_tag(\"ell\", \"galaxy_shear_cl_ee\", ('source_0', 'source_0'))\n", + "C_ell = s.get_mean(\"galaxy_shear_cl_ee\", ('source_0', 'source_0'))\n", "plt.loglog(ell, C_ell, '.')" ] - }, - { - "cell_type": "markdown", - "id": "c1b8a3fd", - "metadata": {}, - "source": [ - "The SACC files made in this pipeline have no covariance or error bars,\n", - "because the covariance stages are slightly too long to run for this example. You can add a covariance and make some relevant plots by uncommenting the cells below. It will take about 5 minutes.\n" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "id": "b2713f80", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Skipping stage FlowCreator because its outputs exist already\n", - "Skipping stage TXStarCatalogSplitter because its outputs exist already\n", - "Skipping stage TXAuxiliaryLensMaps because its outputs exist already\n", - "Skipping stage TXPSFDiagnostics because its outputs exist already\n", - "Skipping stage TXBrighterFatterPlot because its outputs exist already\n", - "Skipping stage GridSelection because its outputs exist already\n", - "Skipping stage TXSimpleMaskFrac because its outputs exist already\n", - "Skipping stage TXParqetToHDF because its outputs exist already\n", - "Skipping stage PZPrepareEstimatorLens because its outputs exist already\n", - "Skipping stage NZDirInformerLens because its outputs exist already\n", - "Skipping stage TXSourceSelectorMetadetect because its outputs exist already\n", - "Skipping stage NZDirInformerSource because its outputs exist already\n", - "Skipping stage PZEstimatorLens because its outputs exist already\n", - "Skipping stage TXShearCalibration because its outputs exist already\n", - "Skipping stage TXSourceNoiseMaps because its outputs exist already\n", - "Skipping stage TXDiagnosticQuantiles because its outputs exist already\n", - "Skipping stage TXGalaxyStarShear because its outputs exist already\n", - "Skipping stage TXMeanLensSelector because its outputs exist already\n", - "Skipping stage PZRailSummarizeSource because its outputs exist already\n", - "Skipping stage TXSourceMaps because its outputs exist already\n", - "Skipping stage TXSourceDiagnosticPlots because its outputs exist already\n", - "Skipping stage TXLensCatalogSplitter because its outputs exist already\n", - "Skipping stage TXPhotozPlotSource because its outputs exist already\n", - "Skipping stage PZRealizationsPlotSource because its outputs exist already\n", - "Skipping stage TXAuxiliarySourceMaps because its outputs exist already\n", - "Skipping stage TXConvergenceMaps because its outputs exist already\n", - "Skipping stage TXLSSWeightsUnit because its outputs exist already\n", - "Skipping stage TXConvergenceMapPlots because its outputs exist already\n", - "Skipping stage PZRailSummarizeLens because its outputs exist already\n", - "Skipping stage TXLensMaps because its outputs exist already\n", - "Skipping stage TXLensNoiseMaps because its outputs exist already\n", - "Skipping stage TXTracerMetadata because its outputs exist already\n", - "Skipping stage TXLensDiagnosticPlots because its outputs exist already\n", - "Skipping stage TXRandomCat because its outputs exist already\n", - "Skipping stage TXPhotozPlotLens because its outputs exist already\n", - "Skipping stage PZRealizationsPlotLens because its outputs exist already\n", - "Skipping stage TXDensityMaps because its outputs exist already\n", - "Skipping stage TXMapCorrelations because its outputs exist already\n", - "Skipping stage TXJackknifeCenters because its outputs exist already\n", - "Skipping stage TXGalaxyStarDensity because its outputs exist already\n", - "Skipping stage TXMapPlots because its outputs exist already\n", - "Skipping stage TXTwoPointFourier because its outputs exist already\n", - "Skipping stage HOSFSB because its outputs exist already\n", - "Skipping stage TXTwoPoint because its outputs exist already\n", - "Skipping stage TXGammaTFieldCenters because its outputs exist already\n", - "Skipping stage TXGammaTStars because its outputs exist already\n", - "Skipping stage TXGammaTRandoms because its outputs exist already\n", - "Skipping stage TXRoweStatistics because its outputs exist already\n", - "Skipping stage TXApertureMass because its outputs exist already\n", - "Skipping stage TXBlinding because its outputs exist already\n", - "Skipping stage TXTauStatistics because its outputs exist already\n", - "Skipping stage TXTwoPointTheoryReal because its outputs exist already\n", - "Skipping stage TXTwoPointPlots because its outputs exist already\n", - "\n", - "Executing TXFourierTJPCovariance\n", - "Command is:\n", - "OMP_NUM_THREADS=1 PYTHONPATH=submodules/WLMassMap/python/desc/:submodules/pyfsb:$PYTHONPATH python3 -m txpipe TXFourierTJPCovariance --fiducial_cosmology=data/fiducial_cosmology.yml --twopoint_data_fourier=data/example/outputs_metadetect/twopoint_data_fourier.sacc --tracer_metadata_yml=data/example/outputs_metadetect/tracer_metadata_yml.yml --mask=data/example/outputs_metadetect/mask.hdf5 --density_maps=data/example/outputs_metadetect/density_maps.hdf5 --source_maps=data/example/outputs_metadetect/source_maps.hdf5 --config=examples/metadetect/config.yml --summary_statistics_fourier=data/example/outputs_metadetect/summary_statistics_fourier.sacc \n", - "Output writing to data/example/logs_metadetect/TXFourierTJPCovariance.out\n", - "\n", - "Job TXFourierTJPCovariance has failed with status 1\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - "*************************************************\n", - "Error running pipeline stage TXFourierTJPCovariance.\n", - "Failed after 2.0 seconds.\n", - "\n", - "Standard output and error streams in data/example/logs_metadetect/TXFourierTJPCovariance.out\n", - "*************************************************\n" - ] - }, - { - "data": { - "text/plain": [ - "1" - ] - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "config2 = ceci.Pipeline.build_config(config_filename)\n", - "config2['stages'].append({\"name\": \"TXFourierTJPCovariance\"})\n", - "pipeline2 = ceci.Pipeline.create(config2)\n", - "pipeline2.run()" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "5fd1a437", - "metadata": {}, - "outputs": [ - { - "ename": "FileNotFoundError", - "evalue": "[Errno 2] No such file or directory: './data/example/outputs_metadetect/summary_statistics_fourier.sacc'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mFileNotFoundError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[30], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m s2 \u001b[38;5;241m=\u001b[39m \u001b[43msacc\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mSacc\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload_fits\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m./data/example/outputs_metadetect/summary_statistics_fourier.sacc\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 2\u001b[0m s2\u001b[38;5;241m.\u001b[39mremove_selection(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgalaxy_shearDensity_cl_b\u001b[39m\u001b[38;5;124m'\u001b[39m)\n\u001b[1;32m 3\u001b[0m s2\u001b[38;5;241m.\u001b[39mremove_selection(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mgalaxy_shear_cl_bb\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", - "File \u001b[0;32m~/TXPipe/conda/lib/python3.10/site-packages/sacc/sacc.py:877\u001b[0m, in \u001b[0;36mSacc.load_fits\u001b[0;34m(cls, filename)\u001b[0m\n\u001b[1;32m 864\u001b[0m \u001b[38;5;129m@classmethod\u001b[39m\n\u001b[1;32m 865\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21mload_fits\u001b[39m(\u001b[38;5;28mcls\u001b[39m, filename):\n\u001b[1;32m 866\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 867\u001b[0m \u001b[38;5;124;03m Load a Sacc data set from a FITS file.\u001b[39;00m\n\u001b[1;32m 868\u001b[0m \n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 875\u001b[0m \u001b[38;5;124;03m A FITS format sacc file\u001b[39;00m\n\u001b[1;32m 876\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 877\u001b[0m hdu_list \u001b[38;5;241m=\u001b[39m \u001b[43mfits\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mopen\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfilename\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mreadonly\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n\u001b[1;32m 879\u001b[0m \u001b[38;5;66;03m# Split the HDU's into the different sacc types\u001b[39;00m\n\u001b[1;32m 880\u001b[0m tracer_tables \u001b[38;5;241m=\u001b[39m [Table\u001b[38;5;241m.\u001b[39mread(hdu)\n\u001b[1;32m 881\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m hdu \u001b[38;5;129;01min\u001b[39;00m hdu_list\n\u001b[1;32m 882\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m hdu\u001b[38;5;241m.\u001b[39mheader\u001b[38;5;241m.\u001b[39mget(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mSACCTYPE\u001b[39m\u001b[38;5;124m'\u001b[39m) \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m'\u001b[39m\u001b[38;5;124mtracer\u001b[39m\u001b[38;5;124m'\u001b[39m]\n", - "File \u001b[0;32m~/TXPipe/conda/lib/python3.10/site-packages/astropy/io/fits/hdu/hdulist.py:223\u001b[0m, in \u001b[0;36mfitsopen\u001b[0;34m(name, mode, memmap, save_backup, cache, lazy_load_hdus, ignore_missing_simple, use_fsspec, fsspec_kwargs, decompress_in_memory, **kwargs)\u001b[0m\n\u001b[1;32m 220\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m name:\n\u001b[1;32m 221\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mEmpty filename: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 223\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mHDUList\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mfromfile\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 224\u001b[0m \u001b[43m \u001b[49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 225\u001b[0m \u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 226\u001b[0m \u001b[43m \u001b[49m\u001b[43mmemmap\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 227\u001b[0m \u001b[43m \u001b[49m\u001b[43msave_backup\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 228\u001b[0m \u001b[43m \u001b[49m\u001b[43mcache\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 229\u001b[0m \u001b[43m \u001b[49m\u001b[43mlazy_load_hdus\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 230\u001b[0m \u001b[43m \u001b[49m\u001b[43mignore_missing_simple\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 231\u001b[0m \u001b[43m \u001b[49m\u001b[43muse_fsspec\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43muse_fsspec\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 232\u001b[0m \u001b[43m \u001b[49m\u001b[43mfsspec_kwargs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfsspec_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 233\u001b[0m \u001b[43m \u001b[49m\u001b[43mdecompress_in_memory\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdecompress_in_memory\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 234\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 235\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/TXPipe/conda/lib/python3.10/site-packages/astropy/io/fits/hdu/hdulist.py:487\u001b[0m, in \u001b[0;36mHDUList.fromfile\u001b[0;34m(cls, fileobj, mode, memmap, save_backup, cache, lazy_load_hdus, ignore_missing_simple, **kwargs)\u001b[0m\n\u001b[1;32m 468\u001b[0m \u001b[38;5;129m@classmethod\u001b[39m\n\u001b[1;32m 469\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21mfromfile\u001b[39m(\n\u001b[1;32m 470\u001b[0m \u001b[38;5;28mcls\u001b[39m,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 478\u001b[0m \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[1;32m 479\u001b[0m ):\n\u001b[1;32m 480\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 481\u001b[0m \u001b[38;5;124;03m Creates an `HDUList` instance from a file-like object.\u001b[39;00m\n\u001b[1;32m 482\u001b[0m \n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 485\u001b[0m \u001b[38;5;124;03m documentation for details of the parameters accepted by this method).\u001b[39;00m\n\u001b[1;32m 486\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 487\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28;43mcls\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_readfrom\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 488\u001b[0m \u001b[43m \u001b[49m\u001b[43mfileobj\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfileobj\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 489\u001b[0m \u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 490\u001b[0m \u001b[43m \u001b[49m\u001b[43mmemmap\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmemmap\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 491\u001b[0m \u001b[43m \u001b[49m\u001b[43msave_backup\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msave_backup\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 492\u001b[0m \u001b[43m \u001b[49m\u001b[43mcache\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcache\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 493\u001b[0m \u001b[43m \u001b[49m\u001b[43mignore_missing_simple\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mignore_missing_simple\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 494\u001b[0m \u001b[43m \u001b[49m\u001b[43mlazy_load_hdus\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mlazy_load_hdus\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 495\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 496\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/TXPipe/conda/lib/python3.10/site-packages/astropy/io/fits/hdu/hdulist.py:1169\u001b[0m, in \u001b[0;36mHDUList._readfrom\u001b[0;34m(cls, fileobj, data, mode, memmap, cache, lazy_load_hdus, ignore_missing_simple, use_fsspec, fsspec_kwargs, decompress_in_memory, **kwargs)\u001b[0m\n\u001b[1;32m 1166\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m fileobj \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 1167\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(fileobj, _File):\n\u001b[1;32m 1168\u001b[0m \u001b[38;5;66;03m# instantiate a FITS file object (ffo)\u001b[39;00m\n\u001b[0;32m-> 1169\u001b[0m fileobj \u001b[38;5;241m=\u001b[39m \u001b[43m_File\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 1170\u001b[0m \u001b[43m \u001b[49m\u001b[43mfileobj\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1171\u001b[0m \u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1172\u001b[0m \u001b[43m \u001b[49m\u001b[43mmemmap\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmemmap\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1173\u001b[0m \u001b[43m \u001b[49m\u001b[43mcache\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcache\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1174\u001b[0m \u001b[43m \u001b[49m\u001b[43muse_fsspec\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43muse_fsspec\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1175\u001b[0m \u001b[43m \u001b[49m\u001b[43mfsspec_kwargs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfsspec_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1176\u001b[0m \u001b[43m \u001b[49m\u001b[43mdecompress_in_memory\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdecompress_in_memory\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 1177\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1178\u001b[0m \u001b[38;5;66;03m# The Astropy mode is determined by the _File initializer if the\u001b[39;00m\n\u001b[1;32m 1179\u001b[0m \u001b[38;5;66;03m# supplied mode was None\u001b[39;00m\n\u001b[1;32m 1180\u001b[0m mode \u001b[38;5;241m=\u001b[39m fileobj\u001b[38;5;241m.\u001b[39mmode\n", - "File \u001b[0;32m~/TXPipe/conda/lib/python3.10/site-packages/astropy/io/fits/file.py:218\u001b[0m, in \u001b[0;36m_File.__init__\u001b[0;34m(self, fileobj, mode, memmap, overwrite, cache, use_fsspec, fsspec_kwargs, decompress_in_memory)\u001b[0m\n\u001b[1;32m 216\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_open_fileobj(fileobj, mode, overwrite)\n\u001b[1;32m 217\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(fileobj, (\u001b[38;5;28mstr\u001b[39m, \u001b[38;5;28mbytes\u001b[39m)):\n\u001b[0;32m--> 218\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_open_filename\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfileobj\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43moverwrite\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 219\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 220\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_open_filelike(fileobj, mode, overwrite)\n", - "File \u001b[0;32m~/TXPipe/conda/lib/python3.10/site-packages/astropy/io/fits/file.py:651\u001b[0m, in \u001b[0;36m_File._open_filename\u001b[0;34m(self, filename, mode, overwrite)\u001b[0m\n\u001b[1;32m 648\u001b[0m ext \u001b[38;5;241m=\u001b[39m os\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39msplitext(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mname)[\u001b[38;5;241m1\u001b[39m]\n\u001b[1;32m 650\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_try_read_compressed(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mname, magic, mode, ext\u001b[38;5;241m=\u001b[39mext):\n\u001b[0;32m--> 651\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_file \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mopen\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mname\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mIO_FITS_MODES\u001b[49m\u001b[43m[\u001b[49m\u001b[43mmode\u001b[49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 652\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mclose_on_error \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m 654\u001b[0m \u001b[38;5;66;03m# Make certain we're back at the beginning of the file\u001b[39;00m\n\u001b[1;32m 655\u001b[0m \u001b[38;5;66;03m# BZ2File does not support seek when the file is open for writing, but\u001b[39;00m\n\u001b[1;32m 656\u001b[0m \u001b[38;5;66;03m# when opening a file for write, bz2.BZ2File always truncates anyway.\u001b[39;00m\n", - "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: './data/example/outputs_metadetect/summary_statistics_fourier.sacc'" - ] - } - ], - "source": [ - "s2 = sacc.Sacc.load_fits(\"./data/example/outputs_metadetect/summary_statistics_fourier.sacc\")\n", - "s2.remove_selection('galaxy_shearDensity_cl_b')\n", - "s2.remove_selection('galaxy_shear_cl_bb')\n", - "s2.remove_selection('galaxy_shear_cl_be')\n", - "s2.remove_selection('galaxy_shear_cl_eb')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "af6c885a", - "metadata": {}, - "outputs": [], - "source": [ - "# ell2, cl2, cov2 = s2.get_ell_cl(\"galaxy_shear_cl_ee\", 'source_0', 'source_0', return_cov=True)\n", - "# sigma = abs(cov2.diagonal()) ** 0.5\n", - "# plt.errorbar(ell2, cl2, sigma, fmt='.')\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "83046b71", - "metadata": {}, - "outputs": [], - "source": [ - "# plt.imshow(np.log10(np.abs(s2.covariance.dense)))\n", - "# plt.colorbar()" - ] } ], "metadata": { "kernelspec": { - "display_name": "base", + "display_name": "conda", "language": "python", "name": "python3" }, @@ -1933,7 +1403,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.18" + "version": "3.12.13" } }, "nbformat": 4, diff --git a/txpipe/covariance.py b/txpipe/covariance.py index a70750134..a0eb15be4 100755 --- a/txpipe/covariance.py +++ b/txpipe/covariance.py @@ -687,7 +687,7 @@ def run(self): # Load masks # For clustering, we follow twopoint_fourier.py:214-219 with self.open_input("mask", wrapper=True) as f: - mask = f.read_map("mask") + mask = f.read_map_healpix("mask") mask[mask == healpy.UNSEEN] = 0.0 if self.rank == 0: print("Loaded mask") @@ -697,8 +697,11 @@ def run(self): with self.open_input("density_maps", wrapper=True) as f: nbin_lens = f.file["maps"].attrs["nbin_lens"] - d_maps = [f.read_map(f"delta_{b}") for b in range(nbin_lens)] + d_maps = [f.read_map_healpix(f"delta_{b}") for b in range(nbin_lens)] print(f"Loaded {nbin_lens} overdensity maps") + dmap_nside = healpy.npix2nside(d_maps[0].size) + + mask = healpy.ud_grade(mask, nside_out=dmap_nside, order_in="nest", order_out="nest") # twopoint_fourier.py:219 for d in d_maps: @@ -708,7 +711,7 @@ def run(self): with self.open_input("source_maps", wrapper=True) as f: lensing_weights = [] for b in range(nbin_source): - lw = f.read_map(f"lensing_weight_{b}") + lw = f.read_map_healpix(f"lensing_weight_{b}") lw[lw == healpy.UNSEEN] = 0.0 lensing_weights.append(lw) @@ -718,7 +721,7 @@ def run(self): # Following twopoint_fourier.py:197 all clustering maps use this mask masks = {f"lens_{i}": mask for i in range(nbin_lens)} masks.update({f"source_{i}": lensing_weights[i] for i in range(nbin_source)}) - masks_names = {f"lens_{i}": "mask_lens" for i in range(nbin_lens)} + masks_names = {f"lens_{i}": f"mask_lens_{i}" for i in range(nbin_lens)} masks_names.update({f"source_{i}": f"mask_source_{i}" for i in range(nbin_source)}) tjp_config[f"mask_file"] = masks diff --git a/txpipe/maps.py b/txpipe/maps.py index 29f2c62ae..0297b0705 100644 --- a/txpipe/maps.py +++ b/txpipe/maps.py @@ -411,7 +411,7 @@ class TXDensityMaps(PipelineStage): outputs = [ ("density_maps", MapsFile), ] - config_options = {"mask_threshold": StageParameter(float, 0.0, msg="Threshold for masking pixels")} + config_options = {"mask_threshold": StageParameter(float, 1e-14, msg="Threshold for masking pixels")} def run(self): import healpy diff --git a/txpipe/metadata.py b/txpipe/metadata.py index 3aff38b8a..07c9cf70e 100644 --- a/txpipe/metadata.py +++ b/txpipe/metadata.py @@ -114,6 +114,7 @@ def copy_source_metadata(self, meta_file, metadata, area, area_sq_arcmin): metadata["n_eff_2d"] = n_eff_2d.tolist() metadata["source_density_2d"] = source_density_2d.tolist() metadata["source_density"] = source_density.tolist() + metadata["nbin_source"] = len(source_density) copy_attrs(shear_tomo_file, "tomography", "tracers", meta_file, metadata) @@ -140,6 +141,7 @@ def copy_lens_metadata(self, meta_file, metadata, area, area_sq_arcmin): meta_file["tracers"].attrs["density_unit"] = "arcmin^{-2}" metadata["lens_density"] = lens_density.tolist() metadata["lens_density_2d"] = lens_density_2d.tolist() + metadata["nbin_lens"] = len(lens_density) copy_attrs(lens_tomo_file, "tomography", "tracers", meta_file, metadata) diff --git a/txpipe/twopoint_fourier.py b/txpipe/twopoint_fourier.py index 3e05419dc..bdbb62c57 100755 --- a/txpipe/twopoint_fourier.py +++ b/txpipe/twopoint_fourier.py @@ -815,15 +815,14 @@ def save_power_spectra(self, tracer_sacc, nbin_source, nbin_lens): # the coupled noise is constant tr = S.tracers[tracer1] if (tracer1 == tracer2) and ("n_ell_coupled" not in tr.metadata): - if self.config["analytic_noise"] is False: - # If computed through simulations, it might be better to - # take the mean since, for now, only a float can be passed - i = 0 if "lens" in tracer1 else 2 - tr.metadata["n_ell_coupled"] = np.mean(d.noise_coupled) - else: + if self.config["analytic_noise"]: # Save the last element because the first one is zero for # shear tr.metadata["n_ell_coupled"] = d.noise_coupled[-1] + else: + # If computed through simulations, it might be better to + # take the mean since, for now, only a float can be passed + tr.metadata["n_ell_coupled"] = np.mean(d.noise_coupled) if self.config["gaussian_sims_factor"] != [1.0] and "lens" in tracer1: print(tracer1) diff --git a/txpipe/utils/nmt_utils.py b/txpipe/utils/nmt_utils.py index b1b5f5b5c..f7a6a4195 100755 --- a/txpipe/utils/nmt_utils.py +++ b/txpipe/utils/nmt_utils.py @@ -84,6 +84,7 @@ def choose_ell_bins(**config): The resulting NmtBin object. """ from pymaster import NmtBin + config = {key.removeprefix("binning/"): val for (key, val) in config.items()} if "ell_edges" in config: ell_edges = config["ell_edges"]