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ci.yaml
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name: CI
on:
push:
branches: [main]
pull_request:
branches: [main]
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: true
env:
NIXTLA_NUMBA_CACHE: "1"
jobs:
build_wheels:
name: Build wheels for cp${{ matrix.python-version }}-${{ matrix.os-platform[1] }}
runs-on: ${{ matrix.os-platform[0] }}
strategy:
fail-fast: false
matrix:
python-version: [38, 39, 310, 311, 312]
os-platform:
[
[ubuntu-latest, manylinux_x86_64],
[ubuntu-latest, manylinux_aarch64],
[windows-latest, win_amd64],
[macos-12, macosx_x86_64],
[macos-14, macosx_arm64],
]
steps:
- uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4.1.7
with:
submodules: "true"
- name: Set up QEMU
if: matrix.os-platform[1] == 'manylinux_aarch64'
uses: docker/setup-qemu-action@49b3bc8e6bdd4a60e6116a5414239cba5943d3cf # v3.2.0
with:
platforms: arm64
- name: Build wheels
uses: pypa/cibuildwheel@bd033a44476646b606efccdd5eed92d5ea1d77ad # v2.20.0
env:
CIBW_BUILD: cp${{ matrix.python-version }}-${{ matrix.os-platform[1] }}
- uses: actions/upload-artifact@50769540e7f4bd5e21e526ee35c689e35e0d6874 # v4.4.0
with:
name: artifact-cp${{ matrix.python-version }}-${{ matrix.os-platform[1] }}
path: wheelhouse/*.whl
retention-days: 1
publish-nightly-wheels:
if: github.event_name == 'push'
needs: [build_wheels]
env:
AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID_NIXTLA_PACKAGES }}
AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY_NIXTLA_PACKAGES }}
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4.1.7
- name: Download wheels
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
with:
path: dist
pattern: "artifact-*"
merge-multiple: true
- uses: actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3 # v5.2.0
with:
python-version: "3.10"
- name: Publish wheels
run: |
pip install awscli beautifulsoup4
aws s3 cp s3://nixtla-packages/statsforecast/index.html .
python action_files/update_index.py
aws s3 sync dist s3://nixtla-packages/statsforecast/
run-local-tests:
needs: [build_wheels]
runs-on: ${{ matrix.os }}
timeout-minutes: 60
strategy:
fail-fast: false
matrix:
os: [macos-13, macos-14, windows-latest]
python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
steps:
- name: Clone repo
uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4.1.7
with:
submodules: "true"
- name: Set up environment
uses: actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3 # v5.2.0
with:
python-version: ${{ matrix.python-version }}
- name: Install pip requirements
run: pip install uv && uv pip install --system -r setup.py --extra dev --extra plotly
- name: Download wheels
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
with:
path: dist
pattern: "artifact-*"
merge-multiple: true
- name: Install the library
run: pip install --no-index --find-links dist statsforecast
- name: Run local tests
run: nbdev_test --skip_file_re '(distributed|prophet).*.ipynb' --pause 1.0 --do_print --timing
run-tests:
needs: [build_wheels]
runs-on: ubuntu-latest
timeout-minutes: 60
strategy:
fail-fast: false
matrix:
python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
steps:
- name: Clone repo
uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4.1.7
with:
submodules: "true"
- name: Set up environment
uses: actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3 # v5.2.0
with:
python-version: ${{ matrix.python-version }}
- name: Install pip requirements
run: pip install uv && uv pip install --system -r setup.py --extra all
- name: Download wheels
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
with:
path: dist
pattern: "artifact-*"
merge-multiple: true
- name: Install the library
run: pip install --no-index --find-links dist statsforecast
- name: Run tests
run: nbdev_test --skip_file_re '(distributed|prophet).*.ipynb' --pause 1.0 --do_print --timing
- name: Run integration tests
run: |
uv pip install --system pytest
pytest --durations=0 action_files
test-m3-performance:
needs: [build_wheels]
runs-on: ubuntu-latest
steps:
- name: Clone repo
uses: actions/checkout@692973e3d937129bcbf40652eb9f2f61becf3332 # v4.1.7
- name: Set up environment
uses: actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3 # v5.2.0
with:
python-version: "3.10"
- name: Install pip requirements
run: pip install uv && uv pip install --system -r setup.py --extra dev
- name: Download wheels
uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
with:
path: dist
pattern: "artifact-*"
merge-multiple: true
- name: Install the library
run: pip install --no-index --find-links dist statsforecast
- name: Run M3 experiment
run: |
python -m src.experiment
python -m src.evaluation --test
working-directory: ./experiments/m3