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Onboard the dotnet/issue-labeler for 'area-' label prediction on issu… · dotnet/core@5d3e41f · GitHub

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---

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# Available properties:

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# https://github.com/bridgecrewio/checkov#configuration-using-a-config-file

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skip-check:

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# CKV_GHA_7: "The build output cannot be affected by user parameters other

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# than the build entry point and the top-level source location. GitHub

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# Actions workflow_dispatch inputs MUST be empty."

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# Suppressed as issue-labeler workflows require `workflow_dispatch` inputs.

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- CKV_GHA_7

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# Workflow template imported from:

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# https://github.com/dotnet/.github/workflow-templates

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#

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# Regularly restore the prediction model from cache to prevent cache eviction

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name: "Labeler: Cache Retention"

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# For more information about GitHub's action cache limits and eviction policy, see:

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# https://docs.github.com/actions/writing-workflows/choosing-what-your-workflow-does/caching-dependencies-to-speed-up-workflows#usage-limits-and-eviction-policy

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on:

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schedule:

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- cron: "24 12 * * *" # 12:24 UTC every day (arbitrary time daily)

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workflow_dispatch:

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inputs:

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cache_key:

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description: "The cache key suffix to use for restoring the model from cache. Defaults to 'ACTIVE'."

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required: true

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default: "ACTIVE"

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env:

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CACHE_KEY: ${{ inputs.cache_key || 'ACTIVE' }}

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permissions: {}

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jobs:

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restore-cache:

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# Do not automatically run the workflow on forks outside the 'dotnet' org

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if: ${{ github.event_name == 'workflow_dispatch' || github.repository_owner == 'dotnet' }}

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runs-on: ubuntu-latest

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steps:

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- uses: dotnet/issue-labeler/restore@46125e85e6a568dc712f358c39f35317366f5eed # v2.0.0

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with:

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type: "issues"

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cache_key: ${{ env.CACHE_KEY }}

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fail-on-cache-miss: true

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# Workflow template imported from:

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# https://github.com/dotnet/.github/workflow-templates

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#

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# Predict labels for Issues using a trained model

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name: "Labeler: Predict (Issues)"

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on:

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# Only automatically predict area labels when issues are first opened

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issues:

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types: opened

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# Allow dispatching the workflow via the Actions UI, specifying ranges of numbers

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workflow_dispatch:

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inputs:

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issues:

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description: "Issue Numbers (comma-separated list of ranges)."

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required: true

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cache_key:

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description: "The cache key suffix to use for restoring the model. Defaults to 'ACTIVE'."

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required: true

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default: "ACTIVE"

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env:

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# Do not allow failure for jobs triggered automatically (as this causes red noise on the workflows list)

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ALLOW_FAILURE: ${{ github.event_name == 'workflow_dispatch' }}

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LABEL_PREFIX: "area-"

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THRESHOLD: 0.40

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DEFAULT_LABEL: "needs-area-label"

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permissions:

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issues: write

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jobs:

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predict-issue-label:

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# Do not automatically run the workflow on forks outside the 'dotnet' org

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if: ${{ github.event_name == 'workflow_dispatch' || github.repository_owner == 'dotnet' }}

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runs-on: ubuntu-latest

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steps:

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- name: "Restore issues model from cache"

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id: restore-model

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uses: dotnet/issue-labeler/restore@46125e85e6a568dc712f358c39f35317366f5eed # v2.0.0

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with:

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type: issues

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fail-on-cache-miss: ${{ env.ALLOW_FAILURE }}

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quiet: true

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- name: "Predict issue labels"

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id: prediction

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if: ${{ steps.restore-model.outputs.cache-hit == 'true' }}

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uses: dotnet/issue-labeler/predict@46125e85e6a568dc712f358c39f35317366f5eed # v2.0.0

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with:

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issues: ${{ inputs.issues || github.event.issue.number }}

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label_prefix: ${{ env.LABEL_PREFIX }}

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threshold: ${{ env.THRESHOLD }}

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default_label: ${{ env.DEFAULT_LABEL }}

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env:

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GITHUB_TOKEN: ${{ github.token }}

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continue-on-error: ${{ !env.ALLOW_FAILURE }}

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# Workflow template imported from:

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# https://github.com/dotnet/.github/workflow-templates

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#

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# Promote a model from staging to 'ACTIVE', backing up the currently 'ACTIVE' model

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name: "Labeler: Promotion"

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on:

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# Dispatched via the Actions UI, promotes the model from a staged slot into the active prediction environment

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workflow_dispatch:

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inputs:

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issues:

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description: "Issues: Promote Model"

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type: boolean

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required: true

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staged_key:

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description: "The cache key suffix to use for promoting a staged model to 'ACTIVE'. Defaults to 'staged'."

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required: true

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default: "staged"

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backup_key:

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description: "The cache key suffix to use for backing up the currently active model. Defaults to 'backup'."

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default: "backup"

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permissions:

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actions: write

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jobs:

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promote-issues:

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if: ${{ inputs.issues }}

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runs-on: ubuntu-latest

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steps:

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- name: "Promote Model for Issues"

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uses: dotnet/issue-labeler/promote@46125e85e6a568dc712f358c39f35317366f5eed # v2.0.0

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with:

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type: "issues"

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staged_key: ${{ inputs.staged_key }}

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backup_key: ${{ inputs.backup_key }}

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# Workflow template imported from:

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# https://github.com/dotnet/.github/workflow-templates

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#

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# Train the model for issue label prediction

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name: "Labeler: Training"

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on:

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workflow_dispatch:

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inputs:

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steps:

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description: "Training Steps"

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type: choice

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required: true

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default: "All"

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options:

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- "All"

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- "Download Data"

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- "Train Model"

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- "Test Model"

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limit:

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description: "Max number of items to download for training/testing the model (newest items are used). Defaults to the max number of pages times the page size."

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type: number

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page_size:

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description: "Number of items per page in GitHub API requests. Defaults to 100."

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type: number

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page_limit:

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description: "Maximum number of pages to download for training/testing the model. Defaults to 1000."

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type: number

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cache_key_suffix:

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description: "The cache key suffix to use for staged data/models (use 'ACTIVE' to bypass staging). Defaults to 'staged'."

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required: true

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default: "staged"

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env:

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CACHE_KEY: ${{ inputs.cache_key_suffix }}

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REPOSITORY: ${{ github.repository }}

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LABEL_PREFIX: "area-"

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THRESHOLD: "0.40"

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LIMIT: ${{ inputs.limit }}

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PAGE_SIZE: ${{ inputs.page_size }}

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PAGE_LIMIT: ${{ inputs.page_limit }}

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permissions:

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issues: read

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jobs:

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download-issues:

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runs-on: ubuntu-latest

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steps:

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- name: "Download Issues"

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uses: dotnet/issue-labeler/download@46125e85e6a568dc712f358c39f35317366f5eed # v2.0.0

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with:

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type: "issues"

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cache_key: ${{ env.CACHE_KEY }}

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repository: ${{ env.REPOSITORY }}

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label_prefix: ${{ env.LABEL_PREFIX }}

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limit: ${{ env.LIMIT }}

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page_size: ${{ env.PAGE_SIZE }}

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page_limit: ${{ env.PAGE_LIMIT }}

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env:

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GITHUB_TOKEN: ${{ github.token }}

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train-issues:

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runs-on: ubuntu-latest

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permissions: {}

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needs: download-issues

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steps:

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- name: "Train Model for Issues"

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uses: dotnet/issue-labeler/train@46125e85e6a568dc712f358c39f35317366f5eed # v2.0.0

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with:

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type: "issues"

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data_cache_key: ${{ env.CACHE_KEY }}

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model_cache_key: ${{ env.CACHE_KEY }}

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test-issues:

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runs-on: ubuntu-latest

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needs: train-issues

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steps:

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- name: "Test Model for Issues"

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uses: dotnet/issue-labeler/test@46125e85e6a568dc712f358c39f35317366f5eed # v2.0.0

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with:

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type: "issues"

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cache_key: ${{ env.CACHE_KEY }}

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repository: ${{ env.REPOSITORY }}

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label_prefix: ${{ env.LABEL_PREFIX }}

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threshold: ${{ env.THRESHOLD }}

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limit: ${{ env.LIMIT }}

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page_size: ${{ env.PAGE_SIZE }}

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page_limit: ${{ env.PAGE_LIMIT }}

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env:

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GITHUB_TOKEN: ${{ github.token }}

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# Issue-Labeler Workflows

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This repository uses actions from [dotnet/issue-labeler](https://github.com/dotnet/issue-labeler) to predict area labels for issues and pull requests.

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The following workflow templates were imported and updated from [dotnet/.github/workflow-templates](https://github.com/dotnet/.github/tree/main/workflow-templates) using

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GitHub's UI for adding new workflows. Issue Labeler [Onboarding](https://github.com/dotnet/issue-labeler/wiki/Onboarding) was referenced for the configurations.

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1. `labeler-train.yml`

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2. `labeler-promote.yml`

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3. `labeler-predict-issues.yml`

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4. `labeler-cache-retention.yml`

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## Repository Configuration

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Across these workflows, the following changes were made to configure the issue labeler for this repository:

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1. Set `LABEL_PREFIX` to `"area-"`:

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- `labeler-predict-issues.yml`

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- `labeler-train.yml`

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2. Set the `DEFAULT_LABEL` value to `"needs-area-label"` to apply a default label when no prediction is made.

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- `labeler-predict-issues.yml`

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3. Remove the `EXCLUDED_AUTHORS` value as we do not bypass labeling for any authors' issues/pulls in this repository:

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- `labeler-predict-issues.yml`

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- `labeler-train.yml`

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4. Remove the `repository` input for training the models against another repository:

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- `labeler-train.yml`

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5. Update the cache retention cron schedule to an arbitrary time of day:

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- `labeler-cache-retention.yml`

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6. Remove configuration, inputs, and jobs related to pull requests, as we will only predict labels for issues in this repository:

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- `labeler-train.yml`

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- `labeler-promote.yml`

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- `labeler-cache-retention.yml`

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paths:

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- '**.md'

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permissions:

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contents: read

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jobs:

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markdown-link-check:

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runs-on: ubuntu-latest

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# Schedule for five minutes after the hour, every hour

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- cron: '5 * * * *'

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permissions:

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issues: write

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jobs:

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noResponse:

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runs-on: ubuntu-latest

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permissions:

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issues: write

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steps:

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- uses: actions/stale@v9

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with:

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branches: [main]

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pull_request:

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branches: [main]

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permissions:

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contents: read

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jobs:

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run-lint:

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runs-on: ubuntu-latest

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steps:

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- name: Checkout code

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uses: actions/checkout@v2

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uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2

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with:

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# Full git history is needed to get a proper list of changed files within `super-linter`

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fetch-depth: 0

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- name: Lint Code Base

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uses: github/super-linter@v5

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uses: github/super-linter@b807e99ddd37e444d189cfd2c2ca1274d8ae8ef1 # v7

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env:

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VALIDATE_ALL_CODEBASE: false

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VALIDATE_JSCPD: false

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# Ignore GitHub Workflow files and docs

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.github/workflows/*.yml

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.github/workflows/*.md

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