.github/workflows/collect-train.yml #2
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| # manually run on collect needed | |
| on: | |
| workflow_dispatch: | |
| jobs: | |
| collect-data: | |
| uses: ./.github/workflows/collect-data-self-hosted.yml | |
| strategy: | |
| matrix: | |
| instance_type: [i3.metal] | |
| max-parallel: 1 | |
| with: | |
| instance_type: ${{ matrix.instance_type }} | |
| ami_id: 'ami-0e4d0bb9670ea8db0' | |
| github_repo: ${{ github.repository }} | |
| model_server_image: ${{ vars.IMAGE_REPO }}/kepler_model_server:v0.7 | |
| secrets: | |
| self_hosted_github_token: ${{ secrets.GH_SELF_HOSTED_RUNNER_TOKEN }} | |
| aws_access_key_id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws_secret_access_key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| security_group_id: ${{ secrets.AWS_SECURITY_GROUP_ID }} | |
| aws_region: ${{ secrets.AWS_REGION }} | |
| train-model: | |
| needs: [collect-data] | |
| strategy: | |
| matrix: | |
| instance_type: [i3.metal] | |
| uses: ./.github/workflows/train-model.yml | |
| with: | |
| pipeline_name: std_v0.7 | |
| instance_type: ${{ matrix.instance_type }} | |
| ami_id: 'ami-0e4d0bb9670ea8db0' | |
| github_repo: ${{ github.repository }} | |
| model_server_image: ${{ vars.IMAGE_REPO }}/kepler_model_server:v0.7 | |
| trainers: LogisticRegressionTrainer,ExponentialRegressionTrainer,SGDRegressorTrainer,GradientBoostingRegressorTrainer,XgboostFitTrainer | |
| secrets: | |
| self_hosted_github_token: ${{ secrets.GH_SELF_HOSTED_RUNNER_TOKEN }} | |
| aws_access_key_id: ${{ secrets.AWS_ACCESS_KEY_ID }} | |
| aws_secret_access_key: ${{ secrets.AWS_SECRET_ACCESS_KEY }} | |
| aws_region: ${{ secrets.AWS_REGION }} |