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added some time series related statistics #380

added some time series related statistics

added some time series related statistics #380

Workflow file for this run

name: CI
on:
push:
branches:
- main
tags:
- "*"
pull_request:
workflow_dispatch:
inputs:
# Latest commit to include with the release. If omitted, use the latest commit on the main branch.
sha:
description: Commit SHA
type: string
defaults:
run:
shell: bash
# Drop 3.8 once it reaches end of life
env:
PYTHON_VERSION: '3.8'
jobs:
create-sdist:
runs-on: ubuntu-latest
strategy:
fail-fast: false
matrix:
package: [polars_ds]
steps:
- uses: actions/checkout@v4
with:
ref: ${{ inputs.sha }}
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: ${{ env.PYTHON_VERSION }}
- name: Create source distribution
uses: PyO3/maturin-action@v1
with:
command: sdist
args: >
--manifest-path Cargo.toml
--out dist
- name: Test sdist
run: |
pip install --force-reinstall --verbose dist/*.tar.gz
pip install typing_extensions
python -c 'import polars_ds as pds'
- name: Upload sdist
uses: actions/upload-artifact@v4
with:
name: sdist-${{ matrix.package }}
path: dist/*.tar.gz
- name: Test Correctness
run: |
python -m pip install --upgrade pip
pip install pytest
pip install .
pip install -r tests/requirements-test.txt
pytest tests/test_many.py
pytest tests/test_string.py
pytest tests/test_transforms.py
pytest tests/test_metrics.py
build-wheels:
runs-on: ${{ matrix.os }}
needs: [create-sdist]
strategy:
fail-fast: false
matrix:
package: [polars_ds]
os: [ubuntu-latest, macos-13, windows-latest]
architecture: [x86-64, aarch64]
exclude:
- os: windows-latest
architecture: aarch64
steps:
- uses: actions/checkout@v4
with:
ref: ${{ inputs.sha }}
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: ${{ env.PYTHON_VERSION }}
- name: Determine CPU features for x86-64
id: features
if: matrix.architecture == 'x86-64'
env:
IS_MACOS: ${{ matrix.os == 'macos-13' }}
run: |
if [[ "$IS_MACOS" = true ]]; then
FEATURES=+sse3,+ssse3,+sse4.1,+sse4.2,+popcnt,+avx,+fma,+pclmulqdq
else
FEATURES=+sse3,+ssse3,+sse4.1,+sse4.2,+popcnt,+avx,+avx2,+fma,+bmi1,+bmi2,+lzcnt,+pclmulqdq
fi
echo "features=$FEATURES" >> $GITHUB_OUTPUT
- name: Set RUSTFLAGS for x86-64
if: matrix.architecture == 'x86-64'
env:
FEATURES: ${{ steps.features.outputs.features }}
run: echo "RUSTFLAGS=-C target-feature=${{ steps.features.outputs.features }}" >> $GITHUB_ENV
- name: Set Rust target for aarch64
if: matrix.architecture == 'aarch64'
id: target
run: |
TARGET=${{ matrix.os == 'macos-13' && 'aarch64-apple-darwin' || 'aarch64-unknown-linux-gnu'}}
echo "target=$TARGET" >> $GITHUB_OUTPUT
- name: Set jemalloc for aarch64 Linux
if: matrix.architecture == 'aarch64' && matrix.os == 'ubuntu-latest'
run: |
echo "JEMALLOC_SYS_WITH_LG_PAGE=16" >> $GITHUB_ENV
- name: Build wheel
uses: PyO3/maturin-action@v1
with:
command: build
target: ${{ steps.target.outputs.target }}
args: >
--release
--manifest-path Cargo.toml
--out dist
manylinux: ${{ matrix.architecture == 'aarch64' && '2_24' || 'auto' }}
- name: Test wheel
# Only test on x86-64 for now as this matches the runner architecture
if: matrix.architecture == 'x86-64'
run: |
pip install --force-reinstall --verbose dist/*.whl
pip install typing_extensions
python -c 'import polars_ds'
- name: Upload wheel
uses: actions/upload-artifact@v4
with:
name: wheel-${{ matrix.package }}-${{ matrix.os }}-${{ matrix.architecture }}
path: dist/*.whl
release:
name: Release
runs-on: ubuntu-latest
if: "startsWith(github.ref, 'refs/tags/')"
needs: [build-wheels, create-sdist]
permissions:
id-token: write
steps:
- uses: actions/download-artifact@v4
with:
pattern: wheel-*
merge-multiple: true
- uses: actions/download-artifact@v4
with:
pattern: sdist-*
merge-multiple: true
- name: Publish to PyPI
uses: PyO3/maturin-action@v1
with:
command: upload
args: --non-interactive --skip-existing *