Labeler: Training #7
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| name: "Labeler: Train Models" | |
| on: | |
| # Dispatched via the Actions UI, stages new models for promotion consideration | |
| # Each step of the workflow can be run independently: Download, Train, and Test | |
| workflow_dispatch: | |
| inputs: | |
| download_issues: | |
| description: "Issues: Download Data" | |
| type: boolean | |
| default: true | |
| train_issues: | |
| description: "Issues: Train Model" | |
| type: boolean | |
| default: true | |
| test_issues: | |
| description: "Issues: Test Model" | |
| type: boolean | |
| default: true | |
| download_pulls: | |
| description: "Pulls: Download Data" | |
| type: boolean | |
| default: true | |
| train_pulls: | |
| description: "Pulls: Train Model" | |
| type: boolean | |
| default: true | |
| test_pulls: | |
| description: "Pulls: Test Model" | |
| type: boolean | |
| default: true | |
| data_limit: | |
| description: "Max number of items to include in the model" | |
| type: number | |
| pull_page_size: | |
| description: "Max number of pulls to download per page" | |
| type: number | |
| default: 1 | |
| cache_key_suffix: | |
| description: "The cache key suffix to use for staging data/models (use 'LIVE' to bypass staging)" | |
| type: string | |
| required: true | |
| default: "staging" | |
| permissions: | |
| issues: read | |
| pull-requests: read | |
| actions: write | |
| jobs: | |
| # Without specifying a pageSize of 1 for downloading pull requests, the requests time out | |
| # Directly invoking the individual workflows until https://github.com/dotnet/issue-labeler/issues/97 is addressed | |
| # | |
| # labeler-train: | |
| # permissions: | |
| # issues: read | |
| # pull-requests: read | |
| # actions: write | |
| # uses: dotnet/issue-labeler/.github/workflows/train.yml@f0c098669828a134c0313adf3f58c1909e555d86 # v1.0.1 | |
| # with: | |
| # download_issues: ${{ inputs.download_issues }} | |
| # train_issues: ${{ inputs.train_issues }} | |
| # test_issues: ${{ inputs.test_issues }} | |
| # download_pulls: ${{ inputs.download_pulls }} | |
| # train_pulls: ${{ inputs.train_pulls }} | |
| # test_pulls: ${{ inputs.test_pulls }} | |
| # data_limit: ${{ inputs.data_limit && fromJSON(inputs.data_limit) || 0 }} | |
| # cache_key_suffix: ${{ inputs.cache_key_suffix }} | |
| # label_prefix: "area-" | |
| # threshold: 0.40 | |
| build-predictor: | |
| uses: dotnet/issue-labeler/.github/workflows/build-predictor.yml@f0c098669828a134c0313adf3f58c1909e555d86 # v1.0.1 | |
| labeler-download-issues: | |
| needs: build-predictor | |
| if: ${{ inputs.download_issues }} | |
| permissions: | |
| issues: read | |
| actions: write | |
| uses: dotnet/issue-labeler/.github/workflows/download-issues.yml@f0c098669828a134c0313adf3f58c1909e555d86 # v1.0.1 | |
| with: | |
| data_cache_key: ${{ inputs.cache_key_suffix }} | |
| issue_limit: ${{ inputs.data_limit && fromJSON(inputs.data_limit) || 0 }} | |
| label_prefix: "area-" | |
| labeler-train-issues: | |
| needs: labeler-download-issues | |
| if: ${{ inputs.train_issues && always() && (needs.labeler-download-issues.result == 'success' || needs.labeler-download-issues.result == 'skipped') }} | |
| permissions: | |
| actions: write | |
| uses: dotnet/issue-labeler/.github/workflows/train-issues.yml@f0c098669828a134c0313adf3f58c1909e555d86 # v1.0.1 | |
| with: | |
| data_cache_key: ${{ inputs.cache_key_suffix }} | |
| model_cache_key: ${{ inputs.cache_key_suffix }} | |
| labeler-test-issues: | |
| needs: [labeler-download-issues, labeler-train-issues] | |
| if: ${{ inputs.test_issues && always() && (needs.labeler-download-issues.result == 'success' || needs.labeler-download-issues.result == 'skipped') && (needs.labeler-train-issues.result == 'success' || needs.labeler-train-issues.result == 'skipped') }} | |
| uses: dotnet/issue-labeler/.github/workflows/test-issues.yml@f0c098669828a134c0313adf3f58c1909e555d86 # v1.0.1 | |
| with: | |
| model_cache_key: ${{ inputs.cache_key_suffix }} | |
| label_prefix: "area-" | |
| threshold: 0.40 | |
| labeler-download-pulls: | |
| needs: build-predictor | |
| if: ${{ inputs.download_pulls }} | |
| permissions: | |
| pull-requests: read | |
| actions: write | |
| uses: dotnet/issue-labeler/.github/workflows/download-pulls.yml@f0c098669828a134c0313adf3f58c1909e555d86 # v1.0.1 | |
| with: | |
| data_cache_key: ${{ inputs.cache_key_suffix }} | |
| pull_limit: ${{ inputs.data_limit && fromJSON(inputs.data_limit) || 0 }} | |
| page_size: ${{ inputs.pull_page_size && fromJSON(inputs.pull_page_size) || 1 }} | |
| label_prefix: "area-" | |
| labeler-train-pulls: | |
| needs: labeler-download-pulls | |
| if: ${{ inputs.train_pulls && always() && (needs.labeler-download-pulls.result == 'success' || needs.labeler-download-pulls.result == 'skipped') }} | |
| permissions: | |
| actions: write | |
| uses: dotnet/issue-labeler/.github/workflows/train-pulls.yml@f0c098669828a134c0313adf3f58c1909e555d86 # v1.0.1 | |
| with: | |
| data_cache_key: ${{ inputs.cache_key_suffix }} | |
| model_cache_key: ${{ inputs.cache_key_suffix }} | |
| labeler-test-pulls: | |
| needs: [labeler-download-pulls, labeler-train-pulls] | |
| if: ${{ inputs.test_pulls && always() && (needs.labeler-download-pulls.result == 'success' || needs.labeler-download-pulls.result == 'skipped') && (needs.labeler-train-pulls.result == 'success' || needs.labeler-train-pulls.result == 'skipped') }} | |
| uses: dotnet/issue-labeler/.github/workflows/test-pulls.yml@f0c098669828a134c0313adf3f58c1909e555d86 # v1.0.1 | |
| with: | |
| model_cache_key: ${{ inputs.cache_key_suffix }} | |
| label_prefix: "area-" | |
| threshold: 0.40 |