feat: add features and feature_view #782
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
name: Tests | |
on: | |
pull_request: | |
branches: | |
- main | |
concurrency: | |
group: ${{ github.workflow }}-${{ github.ref }} | |
cancel-in-progress: true | |
jobs: | |
unit-test: | |
runs-on: ubuntu-latest | |
steps: | |
- name: Check out code | |
uses: actions/checkout@v4 | |
- name: Install Python | |
uses: actions/setup-python@v4 | |
with: | |
python-version: 3.10.13 | |
cache: 'pip' | |
- name: Install formatter | |
run: pip install black==24.8.0 | |
- name: Check format | |
run: black --check . | |
- name: Install dependencies | |
working-directory: src/predictions | |
run: pip3 install . | |
- name: Compile core train | |
run: python -m src.predictions.profiles_mlcorelib.ml_core.preprocess_and_train --mode ci | |
- name: Compile core predict | |
run: python -m src.predictions.profiles_mlcorelib.ml_core.preprocess_and_predict --mode ci | |
- name: Run tests | |
run: python -m unittest tests/unit/*.py | |
propensity_changes: | |
runs-on: ubuntu-latest | |
permissions: | |
pull-requests: read | |
outputs: | |
propensity: ${{ steps.filter.outputs.propensity }} | |
steps: | |
- uses: dorny/paths-filter@v3 | |
id: filter | |
with: | |
filters: | | |
propensity: | |
- '!src/predictions/profiles_mlcorelib/py_native/attribution_report.py' | |
- '!tests/integration/attribution/**' | |
- '!samples/attribution_project/**' | |
- '!src/predictions/profiles_mlcorelib/py_native/llm.py' | |
- '!src/predictions/profiles_mlcorelib/py_native/id_stitcher/**' | |
predicate-quantifier: every | |
attribution_changes: | |
runs-on: ubuntu-latest | |
permissions: | |
pull-requests: read | |
outputs: | |
attribution: ${{ steps.filter.outputs.attribution }} | |
steps: | |
- uses: dorny/paths-filter@v3 | |
id: filter | |
with: | |
filters: | | |
attribution: | |
- 'src/predictions/setup.py' | |
- 'samples/attribution_project/**' | |
- '.github/**' | |
- 'tests/integration/attribution/**' | |
- 'tests/integration/utils.py' | |
- 'src/predictions/profiles_mlcorelib/py_native/attribution_report.py' | |
propensity-integration-test: | |
runs-on: ubuntu-latest | |
needs: | |
- propensity_changes | |
- unit-test | |
if: ${{ needs.propensity_changes.outputs.propensity == 'true' }} | |
strategy: | |
matrix: | |
warehouse: | |
# TODO: Revert once bigquery access issue is fixed | |
# - test: tests/integration/bigquery/pynative.py | |
# site_config: BIGQUERY_SITE_CONFIG | |
# python_version: 3.10.13 | |
- test: tests/integration/snowflake/pynative.py | |
site_config: SNOWFLAKE_SITE_CONFIG | |
python_version: 3.10.13 | |
- test: tests/integration/snowflake/pynative.py | |
site_config: SNOWFLAKE_SITE_CONFIG | |
python_version: 3.9 | |
- test: tests/integration/redshift/pynative.py | |
site_config: REDSHIFT_SITE_CONFIG_V2 | |
python_version: 3.10.13 | |
steps: | |
- name: Check out code | |
uses: actions/checkout@v4 | |
- name: Install Python | |
uses: actions/setup-python@v4 | |
with: | |
python-version: ${{matrix.warehouse.python_version}} | |
cache: 'pip' | |
- name: Install local mlcorelib | |
working-directory: src/predictions | |
run: pip3 install . | |
- name: Run pynative integration test | |
run: python -m unittest ${{matrix.warehouse.test}} | |
env: | |
SITE_CONFIG: ${{secrets[matrix.warehouse.site_config]}} | |
attribution-integration-test: | |
runs-on: ubuntu-latest | |
needs: | |
- attribution_changes | |
- unit-test | |
if: ${{ needs.attribution_changes.outputs.attribution == 'true' }} | |
strategy: | |
matrix: | |
warehouse: | |
- test: tests/integration/attribution/attribution.py | |
site_config: SNOWFLAKE_SITE_CONFIG | |
- test: tests/integration/attribution/attribution.py | |
site_config: REDSHIFT_SITE_CONFIG_V2 | |
steps: | |
- name: Check out code | |
uses: actions/checkout@v4 | |
- name: Install Python | |
uses: actions/setup-python@v4 | |
with: | |
python-version: 3.10.13 | |
cache: 'pip' | |
- name: Install local mlcorelib | |
working-directory: src/predictions | |
run: pip3 install . | |
- name: Run pynative integration test | |
run: python -m unittest ${{matrix.warehouse.test}} | |
env: | |
SITE_CONFIG: ${{secrets[matrix.warehouse.site_config]}} |