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New data collected at 2025-07-07_00-02-20
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Lines changed: 361 additions & 30 deletions

‎github-actions/brms/R-CMD-check.yaml‎

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@@ -86,6 +86,11 @@ jobs:
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cmdstanr::install_cmdstan(cores = parallel::detectCores())
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shell: Rscript {0}
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- name: Install colorspace manually
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run: |
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install.packages("colorspace", repos = "https://cran.rstudio.com/")
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shell: Rscript {0}
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- uses: r-lib/actions/check-r-package@v2
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with:
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build_args: 'c("--no-manual", "--no-build-vignettes")'

‎github-actions/mlflow/autoformat.yml‎

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@@ -80,6 +80,7 @@ jobs:
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changed_files="$(gh pr view --repo ${{ github.repository }} ${{ needs.check-comment.outputs.pull_number }} --json files --jq '.files.[].path')"
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protos=$([[ -z $(echo "$changed_files" | grep '^\(mlflow/protos\|tests/protos\)') ]] && echo "false" || echo "true")
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js=$([[ -z $(echo "$changed_files" | grep '^mlflow/server/js') ]] && echo "false" || echo "true")
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docs=$([[ -z $(echo "$changed_files" | grep '^docs/') ]] && echo "false" || echo "true")
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r=$([[ -z $(echo "$changed_files" | grep '^mlflow/R/mlflow') ]] && echo "false" || echo "true")
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db=$([[ -z $(echo "$changed_files" | grep '^mlflow/store/db_migrations/') ]] && echo "false" || echo "true")
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echo "protos=$protos" >> $GITHUB_OUTPUT
@@ -151,6 +152,14 @@ jobs:
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working-directory: mlflow/server/js
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run: |
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yarn i18n
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- if: steps.diff.outputs.docs == 'true'
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working-directory: docs
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run: |
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yarn install
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- if: steps.diff.outputs.docs == 'true'
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working-directory: docs
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run: |
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yarn prettier:fix
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# ************************************************************************
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# R
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# ************************************************************************

‎github-actions/mlflow/copilot-setup-steps.yml‎

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@@ -1,6 +1,10 @@
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name: copilot-setup-steps
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on: workflow_dispatch
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on:
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workflow_dispatch:
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pull_request:
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paths:
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- .github/workflows/copilot-setup-steps.yml
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jobs:
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copilot-setup-steps:
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- uses: ./.github/actions/setup-python
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- name: pre-commit setup
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run: |
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uv pip install --system -r requirements/lint-requirements.txt
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uv pip install --system . -r requirements/lint-requirements.txt
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dev/install-taplo.sh
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dev/install-typos.sh
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dev/install-conftest.sh

‎github-actions/mlflow/cross-version-tests.yml‎

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@@ -146,15 +146,22 @@ jobs:
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- uses: ./.github/actions/setup-java
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with:
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java-version: ${{ matrix.java }}
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# TODO: Remove this step once we remove the pyspark constraint in requirements/constraints.txt
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- name: Remove pyspark constraint
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- name: Remove constraints
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run: |
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if [ "${{ matrix.package }}" = "pyspark" ]; then
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# TODO: Remove once we remove the pyspark constraint in requirements/constraints.txt
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sed -i '/^pyspark/d' requirements/constraints.txt
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elif [ "${{ matrix.package }}" = "transformers" ]; then
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# TODO: Remove once https://github.com/huggingface/transformers/issues/39115 is resolved
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sed -i '/^transformers</d' requirements/constraints.txt
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fi
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if ! git diff --exit-code requirements/constraints.txt; then
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git diff
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git config user.name 'mlflow-app[bot]'
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git config user.email 'mlflow-app[bot]@users.noreply.github.com'
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git add requirements/constraints.txt
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git commit -m "Remove pyspark constraints for testing"
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git commit -m "Remove constraints for testing"
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fi
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- name: Install mlflow & test dependencies
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run: |
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- uses: ./.github/actions/setup-java
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with:
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java-version: ${{ matrix.java }}
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# TODO: Remove this step once we remove the pyspark constraint in requirements/constraints.txt
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- name: Remove pyspark constraint
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- name: Remove constraints
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run: |
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if [ "${{ matrix.package }}" = "pyspark" ]; then
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# TODO: Remove once we remove the pyspark constraint in requirements/constraints.txt
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sed -i '/^pyspark/d' requirements/constraints.txt
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elif [ "${{ matrix.package }}" = "transformers" ]; then
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# TODO: Remove once https://github.com/huggingface/transformers/issues/39115 is resolved
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sed -i '/^transformers</d' requirements/constraints.txt
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fi
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if ! git diff --exit-code requirements/constraints.txt; then
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git diff
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git config user.name 'mlflow-app[bot]'
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git config user.email 'mlflow-app[bot]@users.noreply.github.com'
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git add requirements/constraints.txt
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git commit -m "Remove pyspark constraints for testing"
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git commit -m "Remove constraints for testing"
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fi
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- name: Install mlflow & test dependencies
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run: |

‎github-actions/mlflow/docs.yml‎

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name: docs
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on:
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# TODO: Support deploying docs on push
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# push:
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# paths:
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# - docs/**
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# - .github/workflows/docs.yml
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# branches:
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# - master
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# - branch-[0-9]+.[0-9]+
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pull_request:
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types:
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- opened
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- synchronize
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- reopened
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- ready_for_review
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paths:
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- docs/**
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- .github/workflows/docs.yml
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concurrency:
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group: ${{ github.workflow }}-${{ github.event_name }}-${{ github.ref }}
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cancel-in-progress: true
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defaults:
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run:
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working-directory: docs
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jobs:
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check:
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if: github.event_name != 'pull_request' || github.event.pull_request.draft == false
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permissions:
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contents: read
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timeout-minutes: 30
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
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- uses: ./.github/actions/setup-node
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- name: Install dependencies
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run: |
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yarn install --immutable
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- name: Run lint
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run: |
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yarn eslint
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- name: Run prettier
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run: |
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yarn prettier:check
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build:
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if: github.event_name != 'pull_request' || github.event.pull_request.draft == false
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permissions:
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contents: read
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timeout-minutes: 30
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
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- uses: ./.github/actions/setup-node
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- uses: ./.github/actions/setup-python
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- run: |
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uv pip install --system .. -r ../requirements/doc-requirements.txt
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- run: |
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yarn install --immutable
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- name: Build docs
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run: |
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yarn convert-notebooks
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yarn build
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- name: Upload build artifacts
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uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
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with:
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name: docs-build-${{ github.run_id }}
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path: docs/build
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retention-days: 1
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if-no-files-found: error
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# `github.event.workflow_run.pull_requests` is empty when a PR is created from a fork:
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# https://github.com/orgs/community/discussions/25220#discussioncomment-11001085
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- name: Save PR number
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env:
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PR_NUMBER: ${{ github.event.pull_request.number }}
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run: |
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echo $PR_NUMBER > /tmp/pr_number.txt
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cat /tmp/pr_number.txt
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- uses: actions/upload-artifact@ea165f8d65b6e75b540449e92b4886f43607fa02 # v4.6.2
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with:
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name: pr_number
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path: /tmp/pr_number.txt
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retention-days: 1
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if-no-files-found: error

‎github-actions/mlflow/js.yml‎

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@@ -75,6 +75,9 @@ jobs:
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- name: Run extract-i18n lint
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run: |
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yarn i18n:check
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- name: Run type-check
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run: |
80+
yarn type-check
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- name: Run tests
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run: |
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yarn test --silent ${{ matrix.option }} src/experiment-tracking/components

‎github-actions/mlflow/link-checker.yml‎

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name: External Link Checker
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on:
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schedule:
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# Runs at 00:00 UTC every day
6+
- cron: "0 13 * * *"
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workflow_dispatch: # Allow manual runs
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pull_request:
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paths:
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- ".github/workflows/link-checker.yml"
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concurrency:
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group: ${{ github.workflow }}-${{ github.event_name }}-${{ github.ref }}
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cancel-in-progress: true
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defaults:
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run:
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shell: bash --noprofile --norc -exo pipefail {0}
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working-directory: docs
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jobs:
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check-external-links:
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# Only run on the main repository
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if: github.repository == 'mlflow/mlflow'
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permissions:
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contents: read
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timeout-minutes: 30
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
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- uses: ./.github/actions/setup-node
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with:
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cache: "yarn"
34+
- name: Install dependencies
35+
run: |
36+
yarn install --immutable
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- name: Run external links checker
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run: |
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yarn run check-links

‎github-actions/mlflow/lint.yml‎

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NO_FIX: "true"
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run: |
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pre-commit run --all-files
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- name: Test clint
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run: |
69+
uv run --isolated --no-project --with pytest==8.4.0 --with ./dev/clint \
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pytest --confcutdir=dev/clint dev/clint

‎github-actions/mlflow/preview-docs.yml‎

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name: Preview docs
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on:
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pull_request_target:
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workflow_run:
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workflows: [docs]
6+
types: [completed]
57

68
jobs:
9+
fail-early:
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if: github.repository == 'mlflow/mlflow' && github.event.workflow_run.status == 'completed'
11+
runs-on: ubuntu-latest
12+
permissions:
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pull-requests: write # To post comments on PRs
14+
timeout-minutes: 10
15+
outputs:
16+
should_continue: ${{ github.event.workflow_run.conclusion == 'success' }}
17+
pr_number: ${{ steps.pr_number.outputs.pr_number }}
18+
steps:
19+
- uses: actions/download-artifact@95815c38cf2ff2164869cbab79da8d1f422bc89e # v4.2.1
20+
with:
21+
github-token: ${{ secrets.GITHUB_TOKEN }}
22+
run-id: ${{ github.event.workflow_run.id }}
23+
name: pr_number
24+
path: /tmp
25+
- name: Set PR number
26+
id: pr_number
27+
run: |
28+
cat /tmp/pr_number.txt
29+
echo "pr_number=$(cat /tmp/pr_number.txt)" >> $GITHUB_OUTPUT
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- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
31+
if: github.event.workflow_run.conclusion == 'failure'
32+
with:
33+
sparse-checkout: |
34+
.github
35+
- name: Handle docs workflow failure
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if: github.event.workflow_run.conclusion == 'failure'
37+
uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # v7.0.1
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env:
39+
COMMIT_SHA: ${{ github.event.workflow_run.head_sha }}
40+
PULL_NUMBER: ${{ steps.pr_number.outputs.pr_number }}
41+
WORKFLOW_RUN_ID: ${{ github.run_id }}
42+
STAGE: failed
43+
DOCS_WORKFLOW_RUN_URL: ${{ github.event.workflow_run.html_url }}
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with:
45+
script: |
46+
const script = require(
47+
`${process.env.GITHUB_WORKSPACE}/.github/workflows/preview-comment.js`
48+
);
49+
await script({ context, github, env: process.env });
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751
main:
8-
if: github.repository == 'mlflow/mlflow'
52+
needs: [fail-early]
53+
if: needs.fail-early.outputs.should_continue == 'true'
954
runs-on: ubuntu-latest
1055
permissions:
11-
statuses: read # preview_docs.py checks PR statuses
12-
pull-requests: write # preview_docs.py comments on PRs
56+
pull-requests: write # To post comments on PRs
57+
actions: write # To delete artifacts
1358
timeout-minutes: 10
1459
steps:
1560
- uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
16-
- uses: ./.github/actions/setup-python
17-
- name: Install dependencies
18-
run: |
19-
pip install requests
61+
with:
62+
sparse-checkout: |
63+
.github
64+
- name: Download build artifact
65+
uses: actions/download-artifact@95815c38cf2ff2164869cbab79da8d1f422bc89e # v4.2.1
66+
with:
67+
github-token: ${{ secrets.GITHUB_TOKEN }}
68+
run-id: ${{ github.event.workflow_run.id }}
69+
name: docs-build-${{ github.event.workflow_run.id }}
70+
path: downloaded-artifact
71+
- uses: ./.github/actions/setup-node
72+
- name: Deploy to Netlify
73+
id: netlify_deploy
74+
working-directory: downloaded-artifact
75+
env:
76+
NETLIFY_AUTH_TOKEN: ${{ secrets.NETLIFY_AUTH_TOKEN }}
77+
NETLIFY_SITE_ID: ${{ secrets.NETLIFY_SITE_ID }}
78+
PR_NUMBER: ${{ needs.fail-early.outputs.pr_number }}
79+
RUN_ID: ${{ github.run_id }}
80+
run: |-
81+
OUTPUT=$(npx -y netlify-cli deploy \
82+
--dir=. \
83+
--no-build \
84+
--message="PR Preview #${PR_NUMBER} - GitHub Run ID: $RUN_ID" \
85+
--alias="pr-${PR_NUMBER}" \
86+
--json)
87+
DEPLOY_URL=$(echo "$OUTPUT" | jq -r '.deploy_url')
88+
echo "deploy_url=$DEPLOY_URL" >> $GITHUB_OUTPUT
89+
continue-on-error: true
2090
- name: Create preview link
91+
uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # v7.0.1
2192
env:
22-
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
23-
CIRCLE_TOKEN: ${{ secrets.CIRCLE_TOKEN }}
24-
run: |
25-
python dev/preview_docs.py \
26-
--commit-sha ${{ github.event.pull_request.head.sha }} \
27-
--pull-number ${{ github.event.pull_request.number }} \
28-
--workflow-run-id ${{ github.run_id }}
93+
COMMIT_SHA: ${{ github.event.workflow_run.head_sha }}
94+
PULL_NUMBER: ${{ needs.fail-early.outputs.pr_number }}
95+
WORKFLOW_RUN_ID: ${{ github.run_id }}
96+
STAGE: ${{ steps.netlify_deploy.outcome == 'success' && 'completed' || 'failed' }}
97+
NETLIFY_URL: ${{ steps.netlify_deploy.outputs.deploy_url }}
98+
DOCS_WORKFLOW_RUN_URL: ${{ github.event.workflow_run.html_url }}
99+
with:
100+
script: |
101+
const script = require(
102+
`${process.env.GITHUB_WORKSPACE}/.github/workflows/preview-comment.js`
103+
);
104+
await script({ context, github, env: process.env });
105+
- name: Delete Build Artifact
106+
uses: actions/github-script@60a0d83039c74a4aee543508d2ffcb1c3799cdea # v7.0.1
107+
env:
108+
RUN_ID: ${{ github.event.workflow_run.id }}
109+
ARTIFACT_NAME: docs-build-${{ github.event.workflow_run.id }}
110+
with:
111+
script: |
112+
const script = require(
113+
`${process.env.GITHUB_WORKSPACE}/.github/workflows/delete-artifact.js`
114+
);
115+
await script({ context, github, env: process.env });

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