Train model #1
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| name: Train model | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| data_url: | |
| description: "URL to the data to train model" | |
| required: true | |
| default: "http://data.insideairbnb.com/spain/catalonia/barcelona/2022-09-10/visualisations/listings.csv" | |
| tracking_url: | |
| description: "URL to the tracking server" | |
| required: true | |
| jobs: | |
| run: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - name: Checkout repository | |
| uses: actions/checkout@v2 | |
| - name: Train model | |
| env: | |
| AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| MLFLOW_TRACKING_PASSWORD: ${{ secrets.MLFLOW_PASSWORD }} | |
| MLFLOW_TRACKING_USERNAME: "mlflow" | |
| MLFLOW_EXPERIMENT_NAME: "CI" | |
| run: | | |
| pip install -r requirements.txt | |
| export MLFLOW_TRACKING_URI=${{ inputs.tracking_url }} | |
| python3 train.py |