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31 changes: 31 additions & 0 deletions .github/workflows/cml.yaml
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name: model-wine-quality
on: [push]
jobs:
run:
runs-on: ubuntu-latest
# optionally use a convenient Ubuntu LTS + DVC + CML image
container: ghcr.io/iterative/cml:0-dvc2-base1
steps:
- uses: actions/checkout@v3
# may need to setup NodeJS & Python3 on e.g. self-hosted
# - uses: actions/setup-node@v3
# with:
# node-version: '16'
# - uses: actions/setup-python@v4
# with:
# python-version: '3.x'
- uses: iterative/setup-cml@v1
- name: Train model
run: |
# Your ML workflow goes here
pip install -r requirements.txt
python train.py
echo "MODEL METRICS"
cat metrics.txt
#- name: Write CML report
# env:
#REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }}
#run: |
# Post reports as comments in GitHub PRs
#cat results.txt >> report.md
# cml comment create report.md