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Merge branch 'master' into processing-job-codeartifact-support
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‎.github/workflows/codebuild-ci-health.yml

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strategy:
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fail-fast: false
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matrix:
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python-version: ["py38", "py39", "py310"]
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python-version: ["py38", "py39", "py310", "py311"]
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steps:
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- name: Configure AWS Credentials
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uses: aws-actions/configure-aws-credentials@v4

‎.github/workflows/codebuild-ci.yml

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strategy:
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fail-fast: false
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matrix:
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python-version: ["py38", "py39", "py310"]
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python-version: ["py38","py39","py310","py311"]
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steps:
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- name: Configure AWS Credentials
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uses: aws-actions/configure-aws-credentials@v4

‎CHANGELOG.md

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# Changelog
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## v2.214.3 (2024-04-04)
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### Bug Fixes and Other Changes
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* [Fix] Switch to subprocess in ModelBuilder when capturing dependencies
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* chore: skip flaky test
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## v2.214.2 (2024-04-01)
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### Bug Fixes and Other Changes
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* Skip JS Tune integration test
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* bump apache-airflow version to 2.8.3
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* bump onnx version to >=1.15.0
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* Updates for DJL 0.27.0 release
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* Tune (local mode) support for Jumpstart Models
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* attach jumpstart estimator for gated model
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## v2.214.1 (2024-03-27)
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### Bug Fixes and Other Changes
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* Update schema dependency version
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* remove failing deprecated tests from suite
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* update readme, trigger p311 tests
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* JumpStart list models flaky tests
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* fix badge in README
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## v2.214.0 (2024-03-22)
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### Features
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* add support to ``clarify.py`` for time series explainability jobs
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### Bug Fixes and Other Changes
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* remove pytorch test for deprecated function
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* skip test_experiment_analytics to unblock release
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* Create workflow module scoped sagemaker_session to resolve test race condition
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* Simplify how we process test dependencies, which are supposed to include all extras.
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* skip failing feature store search integ test
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* skip failing pt test
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* list jumpstart models with invalid version strings
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* urge customers to install latest version
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## v2.213.0 (2024-03-15)
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### Features

‎README.rst

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:target: https://sagemaker.readthedocs.io/en/stable/
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:alt: Documentation Status
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.. image:: https://github.com/benieric/sagemaker-python-sdk/actions/workflows/codebuild-ci-health.yml/badge.svg
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:target: https://github.com/benieric/sagemaker-python-sdk/actions/workflows/codebuild-ci-health.yml
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.. image:: https://github.com/aws/sagemaker-python-sdk/actions/workflows/codebuild-ci-health.yml/badge.svg
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:target: https://github.com/aws/sagemaker-python-sdk/actions/workflows/codebuild-ci-health.yml
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:alt: CI Health
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SageMaker Python SDK is an open source library for training and deploying machine learning models on Amazon SageMaker.
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- Python 3.8
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- Python 3.9
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- Python 3.10
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- Python 3.11
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AWS Permissions
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~~~~~~~~~~~~~~~

‎VERSION

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2.213.1.dev0
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2.214.4.dev0

‎requirements/extras/test_requirements.txt

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black==22.3.0
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stopit==1.1.2
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# Update tox.ini to have correct version of airflow constraints file
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apache-airflow==2.8.2
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apache-airflow==2.8.3
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apache-airflow-providers-amazon==7.2.1
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attrs>=23.1.0,<24
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fabric==2.6.0
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sentencepiece==0.1.99
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# https://github.com/triton-inference-server/server/issues/6246
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tritonclient[http]<2.37.0
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onnx==1.14.1
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onnx>=1.15.0
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# tf2onnx==1.15.1
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nbformat>=5.9,<6
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accelerate>=0.24.1,<=0.27.0
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schema==0.7.5

‎setup.py

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test_dependencies = read_requirements("requirements/extras/test_requirements.txt")
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# test dependencies are a superset of testing and extra dependencies
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test_dependencies.extend(extras["all"])
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# remove torch and torchvision if python version is not 3.10
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if sys.version_info.minor != 10:
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# remove torch and torchvision if python version is not 3.10/3.11
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if sys.version_info.minor != 10 or sys.version_info.minor != 11:
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test_dependencies = [
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module
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for module in test_dependencies
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"Programming Language :: Python :: 3.8",
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"Programming Language :: Python :: 3.9",
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"Programming Language :: Python :: 3.10",
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"Programming Language :: Python :: 3.11",
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],
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install_requires=required_packages,
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extras_require=extras,

‎src/sagemaker/image_uri_config/djl-deepspeed.json

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"inference"
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],
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"versions": {
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"0.27.0": {
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"registries": {
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"af-south-1": "626614931356",
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"il-central-1": "780543022126",
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"ap-east-1": "871362719292",
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"ap-northeast-1": "763104351884",
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"ap-northeast-2": "763104351884",
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"ap-northeast-3": "364406365360",
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"ap-south-1": "763104351884",
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"ap-southeast-1": "763104351884",
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"ap-southeast-2": "763104351884",
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"ap-southeast-3": "907027046896",
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"ca-central-1": "763104351884",
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"cn-north-1": "727897471807",
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"cn-northwest-1": "727897471807",
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"eu-west-1": "763104351884",
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"eu-west-3": "763104351884",
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"eu-south-1": "692866216735",
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"me-south-1": "217643126080",
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"sa-east-1": "763104351884",
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"us-west-2": "763104351884",
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"ca-west-1": "204538143572"
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},
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"repository": "djl-inference",
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"tag_prefix": "0.27.0-deepspeed0.12.6-cu121"
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},
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"0.26.0": {
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"af-south-1": "626614931356",

‎src/sagemaker/image_uri_config/djl-neuronx.json

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"registries": {
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"ap-northeast-1": "763104351884",
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"ap-south-1": "763104351884",
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"ap-southeast-1": "763104351884",
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"ap-southeast-2": "763104351884",
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"eu-west-1": "763104351884",
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"eu-west-3": "763104351884",
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"sa-east-1": "763104351884",
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"us-west-2": "763104351884",
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"ca-west-1": "204538143572"
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},
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"repository": "djl-inference",
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"tag_prefix": "0.27.0-neuronx-sdk2.18.0"
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},
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"0.26.0": {
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‎src/sagemaker/image_uri_config/djl-tensorrtllm.json

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"inference"
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],
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"versions": {
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"0.27.0": {
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"registries": {
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"af-south-1": "626614931356",
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"il-central-1": "780543022126",
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"ap-east-1": "871362719292",
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"ap-northeast-1": "763104351884",
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"ap-northeast-2": "763104351884",
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"ap-northeast-3": "364406365360",
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"ap-south-1": "763104351884",
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"ap-southeast-1": "763104351884",
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"ap-southeast-2": "763104351884",
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"ap-southeast-3": "907027046896",
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"ca-central-1": "763104351884",
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"cn-north-1": "727897471807",
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"cn-northwest-1": "727897471807",
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"eu-central-1": "763104351884",
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"eu-north-1": "763104351884",
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"eu-west-1": "763104351884",
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"eu-west-2": "763104351884",
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"eu-west-3": "763104351884",
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"eu-south-1": "692866216735",
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"me-south-1": "217643126080",
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"sa-east-1": "763104351884",
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"us-east-1": "763104351884",
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"us-east-2": "763104351884",
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"us-west-1": "763104351884",
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"us-west-2": "763104351884",
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"ca-west-1": "204538143572"
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},
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"repository": "djl-inference",
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"tag_prefix": "0.27.0-tensorrtllm0.8.0-cu122"
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},
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"0.26.0": {
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"af-south-1": "626614931356",

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