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Try Python 3.11
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.github/workflows/azureml-cpu-nightly.yml

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strategy:
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max-parallel: 50 # Usage limits: https://docs.github.com/en/actions/learn-github-actions/usage-limits-billing-and-administration
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matrix:
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python-version: ['"python=3.8"', '"python=3.9"', '"python=3.10"']
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python-version: ['"python=3.8"', '"python=3.9"', '"python=3.10"', '"python=3.11"']
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test-group: ${{ fromJSON(needs.get-test-groups.outputs.test_groups) }}
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steps:
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- name: Check out repository code

.github/workflows/azureml-gpu-nightly.yml

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strategy:
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max-parallel: 50 # Usage limits: https://docs.github.com/en/actions/learn-github-actions/usage-limits-billing-and-administration
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matrix:
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python-version: ['"python=3.8"', '"python=3.9"', '"python=3.10"']
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python-version: ['"python=3.8"', '"python=3.9"', '"python=3.10"', '"python=3.11"']
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test-group: ${{ fromJSON(needs.get-test-groups.outputs.test_groups) }}
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steps:
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- name: Check out repository code

.github/workflows/azureml-spark-nightly.yml

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strategy:
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max-parallel: 50 # Usage limits: https://docs.github.com/en/actions/learn-github-actions/usage-limits-billing-and-administration
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matrix:
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python-version: ['"python=3.8"', '"python=3.9"', '"python=3.10"']
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python-version: ['"python=3.8"', '"python=3.9"', '"python=3.10"', '"python=3.11"']
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test-group: ${{ fromJSON(needs.get-test-groups.outputs.test_groups) }}
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steps:
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- name: Check out repository code

.github/workflows/azureml-unit-tests.yml

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strategy:
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max-parallel: 50 # Usage limits: https://docs.github.com/en/actions/learn-github-actions/usage-limits-billing-and-administration
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matrix:
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python-version: ['"python=3.8"', '"python=3.9"', '"python=3.10"']
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python-version: ['"python=3.8"', '"python=3.9"', '"python=3.10"', '"python=3.11"']
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test-group: ${{ fromJSON(needs.get-test-groups.outputs.test_groups) }}
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steps:
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- name: Check out repository code

.github/workflows/sarplus.yml

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runs-on: ubuntu-22.04
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strategy:
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matrix:
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python-version: ["3.8", "3.9", "3.10"]
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python-version: ["3.8", "3.9", "3.10", "3.11"]
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steps:
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- uses: actions/checkout@v4
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setup.py

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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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"Operating System :: POSIX :: Linux",
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],
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extras_require=extras_require,

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