diff --git a/README.md b/README.md index 1013a17..17da22a 100644 --- a/README.md +++ b/README.md @@ -43,8 +43,16 @@ The project uses [CDK pipelines](https://docs.aws.amazon.com/cdk/v2/guide/cdk_pi ### 2.1. Prerequisites - Store the credentials for programmatic access to mlflow model registry, either as a User name/password or as application token, into AWS Secrets Manager in the same region where the stack is to be deployed + - For example +``` + { + "DATABRICKS_HOST" : "https://.cloud.databricks.com", + "DATABRICKS_TOKEN” : "” + } +``` - Create a CodeCommit repository in the same region where the stack is to be deployed -- [Optional] An [Amazon SageMaker Studio domain](https://docs.aws.amazon.com/sagemaker/latest/dg/gs-studio-onboard.html) in the same region where the stack is to be deployed. Studio offers a convenient environment visualize model in SageMaker model registry and the associated endpoints. +- An [Amazon SageMaker Studio domain](https://docs.aws.amazon.com/sagemaker/latest/dg/gs-studio-onboard.html) in the same region where the stack is to be deployed. Studio offers a convenient environment visualize model in SageMaker model registry and the associated endpoints. + - Note: Technically an active domain is not necessary as long as one has been created previously. The project uses roles that are created with your first domain ### 2.2. Create the Service Catalog product and the Registry Sync Application diff --git a/poetry.lock b/poetry.lock index ae02c39..f610539 100644 --- a/poetry.lock +++ b/poetry.lock @@ -22,36 +22,36 @@ test = ["astroid (<=2.5.3)", "pytest"] [[package]] name = "attrs" -version = "21.4.0" +version = "22.1.0" description = "Classes Without Boilerplate" category = "main" optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +python-versions = ">=3.5" [package.extras] -dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "sphinx", "sphinx-notfound-page", "zope.interface"] +dev = ["cloudpickle", "coverage[toml] (>=5.0.2)", "furo", "hypothesis", "mypy (>=0.900,!=0.940)", "pre-commit", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "sphinx", "sphinx-notfound-page", "zope.interface"] docs = ["furo", "sphinx", "sphinx-notfound-page", "zope.interface"] -tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six", "zope.interface"] -tests_no_zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "six"] +tests = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "zope.interface"] +tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy (>=0.900,!=0.940)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins"] [[package]] -name = "aws-cdk.aws-lambda-python-alpha" -version = "2.39.1a0" +name = "aws-cdk-aws-lambda-python-alpha" +version = "2.46.0a0" description = "The CDK Construct Library for AWS Lambda in Python" category = "main" optional = false python-versions = "~=3.7" [package.dependencies] -aws-cdk-lib = ">=2.39.1,<3.0.0" +aws-cdk-lib = ">=2.46.0,<3.0.0" constructs = ">=10.0.0,<11.0.0" -jsii = ">=1.65.1,<2.0.0" +jsii = ">=1.69.0,<2.0.0" publication = ">=0.0.3" typeguard = ">=2.13.3,<2.14.0" [[package]] name = "aws-cdk-lib" -version = "2.39.1" +version = "2.46.0" description = "Version 2 of the AWS Cloud Development Kit library" category = "main" optional = false @@ -59,13 +59,13 @@ python-versions = "~=3.7" [package.dependencies] constructs = ">=10.0.0,<11.0.0" -jsii = ">=1.65.1,<2.0.0" +jsii = ">=1.69.0,<2.0.0" publication = ">=0.0.3" typeguard = ">=2.13.3,<2.14.0" [[package]] name = "aws-lambda-powertools" -version = "1.28.0" +version = "1.31.1" description = "A suite of utilities for AWS Lambda functions to ease adopting best practices such as tracing, structured logging, custom metrics, batching, idempotency, feature flags, and more." category = "dev" optional = false @@ -101,11 +101,11 @@ python-versions = "*" [[package]] name = "black" -version = "22.6.0" +version = "22.10.0" description = "The uncompromising code formatter." category = "dev" optional = false -python-versions = ">=3.6.2" +python-versions = ">=3.7" [package.dependencies] click = ">=8.0.0" @@ -123,14 +123,14 @@ uvloop = ["uvloop (>=0.15.2)"] [[package]] name = "boto3" -version = "1.24.63" +version = "1.24.91" description = "The AWS SDK for Python" category = "dev" optional = false python-versions = ">= 3.7" [package.dependencies] -botocore = ">=1.27.63,<1.28.0" +botocore = ">=1.27.91,<1.28.0" jmespath = ">=0.7.1,<2.0.0" s3transfer = ">=0.6.0,<0.7.0" @@ -139,8 +139,8 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"] [[package]] name = "boto3-stubs" -version = "1.24.63" -description = "Type annotations for boto3 1.24.63 generated with mypy-boto3-builder 7.11.8" +version = "1.24.91" +description = "Type annotations for boto3 1.24.91 generated with mypy-boto3-builder 7.11.10" category = "dev" optional = false python-versions = ">=3.7" @@ -166,7 +166,7 @@ account = ["mypy-boto3-account (>=1.24.0,<1.25.0)"] acm = ["mypy-boto3-acm (>=1.24.0,<1.25.0)"] acm-pca = ["mypy-boto3-acm-pca 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(>=1.24.0,<1.25.0)"] @@ -233,7 +233,9 @@ config = ["mypy-boto3-config (>=1.24.0,<1.25.0)"] connect = ["mypy-boto3-connect (>=1.24.0,<1.25.0)"] connect-contact-lens = ["mypy-boto3-connect-contact-lens (>=1.24.0,<1.25.0)"] connectcampaigns = ["mypy-boto3-connectcampaigns (>=1.24.0,<1.25.0)"] +connectcases = ["mypy-boto3-connectcases (>=1.24.0,<1.25.0)"] connectparticipant = ["mypy-boto3-connectparticipant (>=1.24.0,<1.25.0)"] +controltower = ["mypy-boto3-controltower (>=1.24.0,<1.25.0)"] cur = ["mypy-boto3-cur (>=1.24.0,<1.25.0)"] customer-profiles = ["mypy-boto3-customer-profiles (>=1.24.0,<1.25.0)"] databrew = ["mypy-boto3-databrew (>=1.24.0,<1.25.0)"] @@ -312,6 +314,7 @@ iotdeviceadvisor = ["mypy-boto3-iotdeviceadvisor (>=1.24.0,<1.25.0)"] iotevents = ["mypy-boto3-iotevents (>=1.24.0,<1.25.0)"] iotevents-data = ["mypy-boto3-iotevents-data (>=1.24.0,<1.25.0)"] iotfleethub = ["mypy-boto3-iotfleethub (>=1.24.0,<1.25.0)"] +iotfleetwise = ["mypy-boto3-iotfleetwise (>=1.24.0,<1.25.0)"] iotsecuretunneling = ["mypy-boto3-iotsecuretunneling (>=1.24.0,<1.25.0)"] iotsitewise = ["mypy-boto3-iotsitewise (>=1.24.0,<1.25.0)"] iotthingsgraph = ["mypy-boto3-iotthingsgraph (>=1.24.0,<1.25.0)"] @@ -367,6 +370,7 @@ mgh = ["mypy-boto3-mgh (>=1.24.0,<1.25.0)"] mgn = ["mypy-boto3-mgn (>=1.24.0,<1.25.0)"] migration-hub-refactor-spaces = ["mypy-boto3-migration-hub-refactor-spaces (>=1.24.0,<1.25.0)"] migrationhub-config = ["mypy-boto3-migrationhub-config (>=1.24.0,<1.25.0)"] +migrationhuborchestrator = ["mypy-boto3-migrationhuborchestrator (>=1.24.0,<1.25.0)"] migrationhubstrategy = ["mypy-boto3-migrationhubstrategy (>=1.24.0,<1.25.0)"] mobile = ["mypy-boto3-mobile (>=1.24.0,<1.25.0)"] mq = ["mypy-boto3-mq (>=1.24.0,<1.25.0)"] @@ -480,7 +484,7 @@ xray = ["mypy-boto3-xray (>=1.24.0,<1.25.0)"] [[package]] name = "botocore" -version = "1.27.63" +version = "1.27.91" description = "Low-level, data-driven core of boto 3." category = "dev" optional = false @@ -496,7 +500,7 @@ crt = ["awscrt (==0.14.0)"] [[package]] name = "botocore-stubs" -version = "1.27.63" +version = "1.27.91" description = "Type annotations and code completion for botocore" category = "dev" optional = false @@ -519,7 +523,7 @@ exceptiongroup = {version = "*", markers = "python_version <= \"3.10\""} [[package]] name = "cdk-ecr-deployment" -version = "2.5.5" +version = "2.5.6" description = "CDK construct to deploy docker image to Amazon ECR" category = "main" optional = false @@ -533,7 +537,7 @@ publication = ">=0.0.3" [[package]] name = "certifi" -version = "2022.6.15" +version = "2022.9.24" description = "Python package for providing Mozilla's CA Bundle." category = "main" optional = false @@ -567,7 +571,7 @@ optional = false python-versions = ">=3.6.0" [package.extras] -unicode_backport = ["unicodedata2"] +unicode-backport = ["unicodedata2"] [[package]] name = "click" @@ -582,7 +586,7 @@ colorama = {version = "*", markers = "platform_system == \"Windows\""} [[package]] name = "cloudpickle" -version = "2.1.0" +version = "2.2.0" description = "Extended pickling support for Python objects" category = "main" optional = false @@ -598,17 +602,25 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" [[package]] name = "constructs" -version = "10.1.92" +version = "10.1.131" description = "A programming model for software-defined state" category = "main" optional = false python-versions = "~=3.7" [package.dependencies] -jsii = ">=1.66.0,<2.0.0" +jsii = ">=1.69.0,<2.0.0" publication = ">=0.0.3" typeguard = ">=2.13.3,<2.14.0" +[[package]] +name = "contextlib2" +version = "21.6.0" +description = "Backports and enhancements for the contextlib module" +category = "dev" +optional = false +python-versions = ">=3.6" + [[package]] name = "crhelper" version = "2.0.11" @@ -694,15 +706,18 @@ test = ["pytest (>=6)"] [[package]] name = "executing" -version = "1.0.0" +version = "1.1.1" description = "Get the currently executing AST node of a frame, and other information" category = "dev" optional = false python-versions = "*" +[package.extras] +tests = ["asttokens", "littleutils", "pytest", "rich"] + [[package]] name = "fastjsonschema" -version = "2.16.1" +version = "2.16.2" description = "Fastest Python implementation of JSON schema" category = "dev" optional = false @@ -711,6 +726,17 @@ python-versions = "*" [package.extras] devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benchmark", "pytest-cache", "validictory"] +[[package]] +name = "git-remote-codecommit" +version = "1.16" +description = "Git remote prefix to simplify pushing to and pulling from CodeCommit." +category = "dev" +optional = false +python-versions = "*" + +[package.dependencies] +botocore = ">=1.17.0" + [[package]] name = "gitdb" version = "4.0.9" @@ -724,7 +750,7 @@ smmap = ">=3.0.1,<6" [[package]] name = "gitpython" -version = "3.1.27" +version = "3.1.29" description = "GitPython is a python library used to interact with Git repositories" category = "main" optional = false @@ -746,7 +772,7 @@ six = "*" [[package]] name = "idna" -version = "3.3" +version = "3.4" description = "Internationalized Domain Names in Applications (IDNA)" category = "main" optional = false @@ -754,7 +780,7 @@ python-versions = ">=3.5" [[package]] name = "importlib-metadata" -version = "4.12.0" +version = "4.13.0" description = "Read metadata from Python packages" category = "main" optional = false @@ -764,13 +790,13 @@ python-versions = ">=3.7" zipp = ">=0.5" [package.extras] -docs = ["jaraco.packaging (>=9)", "rst.linker (>=1.9)", "sphinx"] +docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"] perf = ["ipython"] -testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"] +testing = ["flake8 (<5)", "flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)"] [[package]] name = "ipykernel" -version = "6.15.2" +version = "6.16.0" description = "IPython Kernel for Jupyter" category = "dev" optional = false @@ -794,7 +820,7 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=6.0)", "pytest-cov", "p [[package]] name = "ipython" -version = "8.4.0" +version = "8.5.0" description = "IPython: Productive Interactive Computing" category = "dev" optional = false @@ -809,9 +835,8 @@ jedi = ">=0.16" matplotlib-inline = "*" pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""} pickleshare = "*" -prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0" +prompt-toolkit = ">3.0.1,<3.1.0" pygments = ">=2.4.0" -setuptools = ">=18.5" stack-data = "*" traitlets = ">=5" @@ -826,7 +851,7 @@ notebook = ["ipywidgets", "notebook"] parallel = ["ipyparallel"] qtconsole = ["qtconsole"] test = ["pytest (<7.1)", "pytest-asyncio", "testpath"] -test_extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"] +test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.19)", "pandas", "pytest (<7.1)", "pytest-asyncio", "testpath", "trio"] [[package]] name = "jedi" @@ -861,7 +886,7 @@ python-versions = ">=3.7" [[package]] name = "jsii" -version = "1.66.0" +version = "1.69.0" description = "Python client for jsii runtime" category = "main" optional = false @@ -886,11 +911,11 @@ python-versions = ">=2.7" [package.extras] docs = ["jaraco.packaging (>=3.2)", "rst.linker (>=1.9)", "sphinx"] testing = ["ecdsa", "enum34", "feedparser", "jsonlib", "numpy", "pandas", "pymongo", "pytest (>=3.5,!=3.7.3)", "pytest-black-multipy", "pytest-checkdocs (>=1.2.3)", "pytest-cov", "pytest-flake8 (<1.1.0)", "pytest-flake8 (>=1.1.1)", "scikit-learn", "sqlalchemy"] -"testing.libs" = ["simplejson", "ujson", "yajl"] +testing-libs = ["simplejson", "ujson", "yajl"] [[package]] name = "jupyter-client" -version = "7.3.5" +version = "7.4.2" description = "Jupyter protocol implementation and client libraries" category = "dev" optional = false @@ -937,7 +962,7 @@ traitlets = "*" [[package]] name = "mlflow-skinny" -version = "1.28.0" +version = "1.29.0" description = "MLflow: A Platform for ML Development and Productionization" category = "main" optional = false @@ -987,8 +1012,8 @@ typing-extensions = ">=4.1.0" [[package]] name = "mypy-boto3-dynamodb" -version = "1.24.60" -description = "Type annotations for boto3.DynamoDB 1.24.60 service generated with mypy-boto3-builder 7.11.8" +version = "1.24.74" +description = "Type annotations for boto3.DynamoDB 1.24.74 service generated with mypy-boto3-builder 7.11.8" category = "dev" optional = false python-versions = ">=3.7" @@ -998,8 +1023,8 @@ typing-extensions = ">=4.1.0" [[package]] name = "mypy-boto3-ec2" -version = "1.24.57" -description = "Type annotations for boto3.EC2 1.24.57 service generated with mypy-boto3-builder 7.11.7" +version = "1.24.86" +description = "Type annotations for boto3.EC2 1.24.86 service generated with mypy-boto3-builder 7.11.10" category = "dev" optional = false python-versions = ">=3.7" @@ -1020,8 +1045,8 @@ typing-extensions = ">=4.1.0" [[package]] name = "mypy-boto3-rds" -version = "1.24.61" -description = "Type annotations for boto3.RDS 1.24.61 service generated with mypy-boto3-builder 7.11.8" +version = "1.24.76" +description = "Type annotations for boto3.RDS 1.24.76 service generated with mypy-boto3-builder 7.11.8" category = "dev" optional = false python-versions = ">=3.7" @@ -1031,8 +1056,8 @@ typing-extensions = ">=4.1.0" [[package]] name = "mypy-boto3-s3" -version = "1.24.36.post1" -description = "Type annotations for boto3.S3 1.24.36 service generated with mypy-boto3-builder 7.10.0" +version = "1.24.76" +description = "Type annotations for boto3.S3 1.24.76 service generated with mypy-boto3-builder 7.11.9" category = "dev" optional = false python-versions = ">=3.7" @@ -1042,8 +1067,8 @@ typing-extensions = ">=4.1.0" [[package]] name = "mypy-boto3-sagemaker" -version = "1.24.48" -description = "Type annotations for boto3.SageMaker 1.24.48 service generated with mypy-boto3-builder 7.11.6" +version = "1.24.84" +description = "Type annotations for boto3.SageMaker 1.24.84 service generated with mypy-boto3-builder 7.11.10" category = "dev" optional = false python-versions = ">=3.7" @@ -1053,8 +1078,8 @@ typing-extensions = ">=4.1.0" [[package]] name = "mypy-boto3-secretsmanager" -version = "1.24.54" -description = "Type annotations for boto3.SecretsManager 1.24.54 service generated with mypy-boto3-builder 7.11.6" +version = "1.24.83" +description = "Type annotations for boto3.SecretsManager 1.24.83 service generated with mypy-boto3-builder 7.11.10" category = "dev" optional = false python-versions = ">=3.7" @@ -1094,7 +1119,7 @@ python-versions = "*" [[package]] name = "nest-asyncio" -version = "1.5.5" +version = "1.5.6" description = "Patch asyncio to allow nested event loops" category = "dev" optional = false @@ -1102,7 +1127,7 @@ python-versions = ">=3.5" [[package]] name = "numpy" -version = "1.23.2" +version = "1.23.4" description = "NumPy is the fundamental package for array computing with Python." category = "dev" optional = false @@ -1110,7 +1135,7 @@ python-versions = ">=3.8" [[package]] name = "oauthlib" -version = "3.2.0" +version = "3.2.1" description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic" category = "main" optional = false @@ -1134,7 +1159,7 @@ pyparsing = ">=2.0.2,<3.0.5 || >3.0.5" [[package]] name = "pandas" -version = "1.4.4" +version = "1.5.0" description = "Powerful data structures for data analysis, time series, and statistics" category = "dev" optional = false @@ -1142,10 +1167,8 @@ python-versions = ">=3.8" [package.dependencies] numpy = [ - {version = ">=1.18.5", markers = "platform_machine != \"aarch64\" and platform_machine != \"arm64\" and python_version < \"3.10\""}, - {version = ">=1.19.2", markers = "platform_machine == \"aarch64\" and python_version < \"3.10\""}, - {version = ">=1.20.0", markers = "platform_machine == \"arm64\" and python_version < \"3.10\""}, {version = ">=1.21.0", markers = "python_version >= \"3.10\""}, + {version = ">=1.20.3", markers = "python_version < \"3.10\""}, ] python-dateutil = ">=2.8.1" pytz = ">=2020.1" @@ -1181,7 +1204,7 @@ ppft = ">=1.7.6.5" [[package]] name = "pathspec" -version = "0.10.0" +version = "0.10.1" description = "Utility library for gitignore style pattern matching of file paths." category = "dev" optional = false @@ -1242,7 +1265,7 @@ dill = ["dill (>=0.3.5)"] [[package]] name = "prompt-toolkit" -version = "3.0.30" +version = "3.0.31" description = "Library for building powerful interactive command lines in Python" category = "dev" optional = false @@ -1253,7 +1276,7 @@ wcwidth = "*" [[package]] name = "protobuf" -version = "3.20.1" +version = "3.20.3" description = "Protocol Buffers" category = "main" optional = false @@ -1273,7 +1296,7 @@ six = "*" [[package]] name = "psutil" -version = "5.9.1" +version = "5.9.2" description = "Cross-platform lib for process and system monitoring in Python." category = "dev" optional = false @@ -1338,16 +1361,16 @@ plugins = ["importlib-metadata"] [[package]] name = "pyjwt" -version = "2.4.0" +version = "2.5.0" description = "JSON Web Token implementation in Python" category = "main" optional = false -python-versions = ">=3.6" +python-versions = ">=3.7" [package.extras] -crypto = ["cryptography (>=3.3.1)"] -dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.3.1)", "mypy", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx", "sphinx-rtd-theme", "zope.interface"] -docs = ["sphinx", "sphinx-rtd-theme", "zope.interface"] +crypto = ["cryptography (>=3.3.1)", "types-cryptography (>=3.3.21)"] +dev = ["coverage[toml] (==5.0.4)", "cryptography (>=3.3.1)", "pre-commit", "pytest (>=6.0.0,<7.0.0)", "sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "types-cryptography (>=3.3.21)", "zope.interface"] +docs = ["sphinx (>=4.5.0,<5.0.0)", "sphinx-rtd-theme", "zope.interface"] tests = ["coverage[toml] (==5.0.4)", "pytest (>=6.0.0,<7.0.0)"] [[package]] @@ -1385,7 +1408,7 @@ cli = ["click (>=5.0)"] [[package]] name = "pytz" -version = "2022.2.1" +version = "2022.4" description = "World timezone definitions, modern and historical" category = "main" optional = false @@ -1409,7 +1432,7 @@ python-versions = ">=3.6" [[package]] name = "pyzmq" -version = "23.2.1" +version = "24.0.1" description = "Python bindings for 0MQ" category = "dev" optional = false @@ -1435,7 +1458,7 @@ urllib3 = ">=1.21.1,<1.27" [package.extras] socks = ["PySocks (>=1.5.6,!=1.5.7)"] -use_chardet_on_py3 = ["chardet (>=3.0.2,<6)"] +use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"] [[package]] name = "retrying" @@ -1464,14 +1487,14 @@ crt = ["botocore[crt] (>=1.20.29,<2.0a.0)"] [[package]] name = "sagemaker" -version = "2.107.0" +version = "2.112.2" description = "Open source library for training and deploying models on Amazon SageMaker." category = "dev" optional = false python-versions = ">= 3.6" [package.dependencies] -attrs = ">=20.3.0,<22" +attrs = ">=20.3.0,<23" boto3 = ">=1.20.21,<2.0" google-pasta = "*" importlib-metadata = ">=1.4.0,<5.0" @@ -1481,13 +1504,14 @@ pandas = "*" pathos = "*" protobuf = ">=3.1,<4.0" protobuf3-to-dict = ">=0.1.5,<1.0" +schema = "*" smdebug_rulesconfig = "1.0.1" [package.extras] -all = ["PyYAML (==5.4.1)", "docker (>=5.0.0,<5.1.0)", "docker-compose (==1.29.2)", "scipy (==1.7.2)", "urllib3 (==1.26.8)"] -local = ["PyYAML (==5.4.1)", "docker (>=5.0.0,<5.1.0)", "docker-compose (==1.29.2)", "urllib3 (==1.26.8)"] +all = ["PyYAML (==5.4.1)", "docker (>=5.0.2,<7.0.0)", "docker-compose (==1.29.2)", "scipy (==1.7.2)", "urllib3 (==1.26.8)"] +local = ["PyYAML (==5.4.1)", "docker (>=5.0.2,<7.0.0)", "docker-compose (==1.29.2)", "urllib3 (==1.26.8)"] scipy = ["scipy (==1.7.2)"] -test = ["Jinja2 (==3.0.3)", "PyYAML (==5.4.1)", "apache-airflow (==2.3.4)", "apache-airflow-providers-amazon (==4.0.0)", "attrs (==20.3.0)", "awslogs (==0.14.0)", "black (==22.3.0)", "contextlib2 (==21.6.0)", "coverage (>=5.2,<6.2)", "docker (>=5.0.0,<5.1.0)", "docker-compose (==1.29.2)", "fabric (==2.6.0)", "flake8 (==4.0.1)", "mock (==4.0.3)", "pandas (>=1.3.5,<1.5)", "pytest (==6.2.5)", "pytest-cov (==3.0.0)", "pytest-rerunfailures (==10.2)", "pytest-timeout (==2.1.0)", "pytest-xdist (==2.4.0)", "requests (==2.27.1)", "sagemaker-experiments (==0.1.35)", "scipy (==1.7.2)", "stopit (==1.1.2)", "tox (==3.24.5)", "urllib3 (==1.26.8)"] +test = ["Jinja2 (==3.0.3)", "PyYAML (==5.4.1)", "apache-airflow (==2.4.0)", "apache-airflow-providers-amazon (==4.0.0)", "attrs (==22.1.0)", "awslogs (==0.14.0)", "black (==22.3.0)", "contextlib2 (==21.6.0)", "coverage (>=5.2,<6.2)", "docker (>=5.0.2,<7.0.0)", "docker-compose (==1.29.2)", "fabric (==2.6.0)", "flake8 (==4.0.1)", "mock (==4.0.3)", "pandas (>=1.3.5,<1.5)", "pytest (==6.2.5)", "pytest-cov (==3.0.0)", "pytest-rerunfailures (==10.2)", "pytest-timeout (==2.1.0)", "pytest-xdist (==2.4.0)", "requests (==2.27.1)", "sagemaker-experiments (==0.1.35)", "scipy (==1.7.2)", "stopit (==1.1.2)", "tox (==3.24.5)", "urllib3 (==1.26.8)"] [[package]] name = "sagemaker-inference" @@ -1507,6 +1531,17 @@ six = "*" [package.extras] test = ["flake8", "mock", "pytest", "pytest-cov", "pytest-xdist", "requests", "tox"] +[[package]] +name = "schema" +version = "0.7.5" +description = "Simple data validation library" +category = "dev" +optional = false +python-versions = "*" + +[package.dependencies] +contextlib2 = ">=0.5.5" + [[package]] name = "scikit-learn" version = "0.24.1" @@ -1529,27 +1564,19 @@ tests = ["flake8 (>=3.8.2)", "matplotlib (>=2.1.1)", "mypy (>=0.770)", "pandas ( [[package]] name = "scipy" -version = "1.9.1" -description = "SciPy: Scientific Library for Python" +version = "1.9.2" +description = "Fundamental algorithms for scientific computing in Python" category = "dev" optional = false -python-versions = ">=3.8,<3.12" +python-versions = ">=3.8" [package.dependencies] -numpy = ">=1.18.5,<1.25.0" - -[[package]] -name = "setuptools" -version = "65.4.1" -description = "Easily download, build, install, upgrade, and uninstall Python packages" -category = "dev" -optional = false -python-versions = ">=3.7" +numpy = ">=1.18.5,<1.26.0" [package.extras] -docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-hoverxref (<2)", "sphinx-inline-tabs", "sphinx-notfound-page (==0.8.3)", "sphinx-reredirects", "sphinxcontrib-towncrier"] -testing = ["build[virtualenv]", "filelock (>=3.4.0)", "flake8 (<5)", "flake8-2020", "ini2toml[lite] (>=0.9)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "mock", "pip (>=19.1)", "pip-run (>=8.8)", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)", "pytest-perf", "pytest-xdist", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel"] -testing-integration = ["build[virtualenv]", "filelock (>=3.4.0)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.2.0)", "pytest", "pytest-enabler", "pytest-xdist", "tomli", "virtualenv (>=13.0.0)", "wheel"] +dev = ["flake8", "mypy", "pycodestyle", "typing_extensions"] +doc = ["matplotlib (>2)", "numpydoc", "pydata-sphinx-theme (==0.9.0)", "sphinx (!=4.1.0)", "sphinx-panels (>=0.5.2)", "sphinx-tabs"] +test = ["asv", "gmpy2", "mpmath", "pytest", "pytest-cov", "pytest-xdist", "scikit-umfpack", "threadpoolctl"] [[package]] name = "six" @@ -1577,7 +1604,7 @@ python-versions = ">=3.6" [[package]] name = "sqlparse" -version = "0.4.2" +version = "0.4.3" description = "A non-validating SQL parser." category = "main" optional = false @@ -1585,7 +1612,7 @@ python-versions = ">=3.5" [[package]] name = "stack-data" -version = "0.5.0" +version = "0.5.1" description = "Extract data from python stack frames and tracebacks for informative displays" category = "dev" optional = false @@ -1601,11 +1628,11 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"] [[package]] name = "tabulate" -version = "0.8.10" +version = "0.9.0" description = "Pretty-print tabular data" category = "main" optional = false -python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" +python-versions = ">=3.7" [package.extras] widechars = ["wcwidth"] @@ -1636,7 +1663,7 @@ python-versions = ">= 3.7" [[package]] name = "traitlets" -version = "5.3.0" +version = "5.4.0" description = "" category = "dev" optional = false @@ -1659,7 +1686,7 @@ test = ["mypy", "pytest", "typing-extensions"] [[package]] name = "types-awscrt" -version = "0.14.3" +version = "0.14.7" description = "Type annotations and code completion for awscrt" category = "dev" optional = false @@ -1675,7 +1702,7 @@ python-versions = ">=3.7,<4.0" [[package]] name = "typing-extensions" -version = "4.3.0" +version = "4.4.0" description = "Backported and Experimental Type Hints for Python 3.7+" category = "main" optional = false @@ -1731,20 +1758,20 @@ scikit-learn = ["scikit-learn"] [[package]] name = "zipp" -version = "3.8.1" +version = "3.9.0" description = "Backport of pathlib-compatible object wrapper for zip files" category = "main" optional = false python-versions = ">=3.7" [package.extras] -docs = ["jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx"] -testing = ["func-timeout", "jaraco.itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-flake8", "pytest-mypy (>=0.9.1)"] +docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)"] +testing 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python_full_version >= "3.6.8" and python_version >= "3.7" -python-dateutil==2.8.2; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.3.0" -pytz==2022.2.1; python_version >= "3.7" -pyyaml==6.0; python_version >= "3.7" -requests==2.28.1; python_version >= "3.7" and python_version < "4" -six==1.16.0; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4.0" or python_full_version >= "3.3.0" and python_version >= "3.7" and python_version < "4.0" -smmap==5.0.0; python_version >= "3.7" -sqlparse==0.4.2; python_version >= "3.7" -tabulate==0.8.10; python_version >= "3.7" and python_full_version < "3.0.0" or python_full_version >= "3.5.0" and python_version >= "3.7" -typeguard==2.13.3; python_version >= "3.7" and python_version < "4.0" and python_full_version >= "3.5.3" -typing-extensions==4.3.0; python_version >= "3.7" and python_version < "4.0" -urllib3==1.26.12; python_version >= "3.7" and python_full_version < "3.0.0" and python_version < "4" or python_full_version >= "3.6.0" and python_version < "4" and python_version >= "3.7" -zipp==3.8.1; python_version >= "3.7" +attrs==22.1.0 ; python_version >= "3.9" and python_version < "3.12" +aws-cdk-aws-lambda-python-alpha==2.46.0a0 ; python_version >= "3.9" and python_version < "3.12" +aws-cdk-lib==2.46.0 ; python_version >= "3.9" and python_version < "3.12" +cattrs==22.1.0 ; python_version >= "3.9" and python_version < "3.12" +cdk-ecr-deployment==2.5.6 ; python_version >= "3.9" and python_version < "3.12" +certifi==2022.9.24 ; python_version >= "3.9" and python_version < "3.12" +charset-normalizer==2.1.1 ; python_version >= "3.9" and python_version < "3.12" +click==8.1.3 ; python_version >= "3.9" and python_version < "3.12" +cloudpickle==2.2.0 ; python_version >= "3.9" and python_version < "3.12" +colorama==0.4.5 ; python_version >= "3.9" and python_version < "3.12" and platform_system == "Windows" +constructs==10.1.131 ; python_version >= "3.9" and python_version < "3.12" +databricks-cli==0.17.3 ; python_version >= "3.9" and python_version < "3.12" +entrypoints==0.4 ; python_version >= "3.9" and python_version < "3.12" +exceptiongroup==1.0.0rc9 ; python_version >= "3.9" and python_version <= "3.10" +gitdb==4.0.9 ; python_version >= "3.9" and python_version < "3.12" +gitpython==3.1.29 ; python_version >= "3.9" and python_version < "3.12" +idna==3.4 ; python_version >= "3.9" and python_version < "3.12" +importlib-metadata==4.13.0 ; python_version >= "3.9" and python_version < "3.12" +jsii==1.69.0 ; python_version >= "3.9" and python_version < "3.12" +mlflow-skinny==1.29.0 ; python_version >= "3.9" and python_version < "3.12" +oauthlib==3.2.1 ; python_version >= "3.9" and python_version < "3.12" +packaging==21.3 ; python_version >= "3.9" and python_version < "3.12" +protobuf==3.20.3 ; python_version >= "3.9" and python_version < "3.12" +publication==0.0.3 ; python_version >= "3.9" and python_version < "3.12" +pyjwt==2.5.0 ; python_version >= "3.9" and python_version < "3.12" +pyparsing==3.0.9 ; python_version >= "3.9" and python_version < "3.12" +python-dateutil==2.8.2 ; python_version >= "3.9" and python_version < "3.12" +pytz==2022.4 ; python_version >= "3.9" and python_version < "3.12" +pyyaml==6.0 ; python_version >= "3.9" and python_version < "3.12" +requests==2.28.1 ; python_version >= "3.9" and python_version < "3.12" +six==1.16.0 ; python_version >= "3.9" and python_version < "3.12" +smmap==5.0.0 ; python_version >= "3.9" and python_version < "3.12" +sqlparse==0.4.3 ; python_version >= "3.9" and python_version < "3.12" +tabulate==0.9.0 ; python_version >= "3.9" and python_version < "3.12" +typeguard==2.13.3 ; python_version >= "3.9" and python_version < "3.12" +typing-extensions==4.4.0 ; python_version >= "3.9" and python_version < "3.12" +urllib3==1.26.12 ; python_version >= "3.9" and python_version < "3.12" +zipp==3.9.0 ; python_version >= "3.9" and python_version < "3.12"