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cml.yml
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name: CML train & evaluate model
on: push
jobs:
run:
runs-on: ubuntu-latest
steps:
- name: Check directory
uses: actions/checkout@v2
- uses: iterative/setup-cml@v1
- uses: iterative/setup-dvc@v1
- uses: actions/setup-python@v2
with:
python-version: "3.8"
- name: cml
env:
repo_token: ${{ secrets.GITHUB_TOKEN }}
KAGGLE_USERNAME: ${{ secrets.KAGGLE_USERNAME }}
KAGGLE_KEY: ${{ secrets.KAGGLE_KEY }}
run: |
make requirements
# Reproduce pipeline if any changes detected in dependencies
dvc repro
# Use DVC metrics diff to compare metrics to main
git fetch --prune --unshallow
echo "## Metrics" > report.md
dvc metrics diff --show-md main >> report.md
echo "## Plots" >> report.md
dvc plots diff --target reports/cfm.json --show-vega main > vega0.json
vl2png -s 1.3 vega0.json vega0.png
cml-publish vega0.png --md >> report.md
dvc plots diff --target reports/roc.json --show-vega main > vega1.json
vl2png -s 1.3 vega1.json vega1.png
cml-publish vega1.png --md >> report.md
dvc plots diff --target reports/prc.json --show-vega main > vega2.json
vl2png -s 1.3 vega2.json vega2.png
cml-publish vega2.png --md >> report.md
cml-send-comment --update report.md