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Fairness Check

update module 27 solution #2

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update module 27 solution

update module 27 solution #2

Workflow file for this run

.github/workflows/ci-m27-fairlearn.yaml at 6530104
name: Fairness Check
on:
push:
branches:
- main
- content
paths:
- "module-27-fairlearn/**"
jobs:
train:
runs-on: ubuntu-latest
defaults:
run:
working-directory: module-27-fairlearn/solution
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: "3.12"
- uses: actions/cache@v4
with:
path: ~/.cache/pip
key: pip-fairlearn-${{ hashFiles('module-27-fairlearn/solution/requirements.txt') }}
# TODO: Install dependencies from requirements.txt
- name: Install dependencies
run: pip install -r requirements.txt
# TODO: Train the model and save the model + test data artifacts
- name: Train model
run: python train.py
# TODO: Upload the model and test data so the check-fairness job can use them
- name: Upload model artifacts
uses: actions/upload-artifact@v4
with:
name: model-artifacts
path: |
module-27-fairlearn/solution/model.joblib
module-27-fairlearn/solution/X_test.npy
module-27-fairlearn/solution/y_test.npy
module-27-fairlearn/solution/sf_test.csv
check-fairness:
runs-on: ubuntu-latest
needs: train
defaults:
run:
working-directory: module-27-fairlearn/solution
steps:
- uses: actions/checkout@v4
- uses: actions/setup-python@v5
with:
python-version: "3.12"
- uses: actions/cache@v4
with:
path: ~/.cache/pip
key: pip-fairlearn-${{ hashFiles('module-27-fairlearn/solution/requirements.txt') }}
# TODO: Install dependencies from requirements.txt
- name: Install dependencies
run: pip install -r requirements.txt
# TODO: Download the model and test data artifacts from the train job
- name: Download model artifacts
uses: actions/download-artifact@v4
with:
name: model-artifacts
path: module-27-fairlearn/solution
# TODO: Run the fairness gate against the model artifacts
- name: Run fairness gate
run: python check_fairness.py
# TODO: Upload fairness_report.json as a downloadable artifact (even on failure)
- name: Upload fairness report
if: always()
uses: actions/upload-artifact@v4
with:
name: fairness-report
path: module-27-fairlearn/solution/fairness_report.json