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New data collected at 2026-05-04_00-14-28
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Lines changed: 374 additions & 128 deletions

‎github-actions/data.table/R-CMD-check.yaml‎

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@@ -27,16 +27,14 @@ jobs:
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# jobs (mainly test-coverage) to run on every commit in PRs so as to not slow down dev.
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# GHA does run these jobs concurrently but even so reducing the load seems like a good idea.
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- {os: windows-latest, r: 'devel'}
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- {os: macos-15-intel, r: 'release'}
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- {os: macos-15, r: 'release'}
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- {os: macos-15-intel, r: 'release'}
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- {os: macos-15, r: 'release'}
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# TODO(remotes>2.5.0): Use 24.04[noble?]
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- {os: ubuntu-22.04, r: 'release', rspm: "https://packagemanager.rstudio.com/cran/__linux__/jammy/latest"}
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# - {os: ubuntu-22.04, r: 'devel', rspm: "https://packagemanager.rstudio.com/cran/__linux__/jammy/latest", http-user-agent: "R/4.1.0 (ubuntu-22.04) R (4.1.0 x86_64-pc-linux-gnu x86_64 linux-gnu) on GitHub Actions" }
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- {os: ubuntu-22.04, r: 'release'}
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# - {os: ubuntu-22.04, r: 'devel'}
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# GLCI covers R-devel; no need to delay contributors in dev due to changes in R-devel in recent days
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env:
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R_REMOTES_NO_ERRORS_FROM_WARNINGS: true
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RSPM: ${{ matrix.config.rspm }}
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GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
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_R_CHECK_RD_CHECKRD_MINLEVEL_: -Inf
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@@ -47,29 +45,6 @@ jobs:
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with:
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r-version: ${{ matrix.config.r }}
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- name: Query dependencies
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run: |
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install.packages('remotes')
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saveRDS(remotes::dev_package_deps(dependencies = TRUE), ".github/depends.Rds", version = 2)
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writeLines(sprintf("R-%i.%i", getRversion()$major, getRversion()$minor), ".github/R-version")
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shell: Rscript {0}
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- name: Restore R package cache
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uses: actions/cache@v5
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with:
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path: ${{ env.R_LIBS_USER }}
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key: ${{ runner.os }}-${{ runner.arch }}-${{ hashFiles('.github/R-version') }}-1-${{ hashFiles('.github/depends.Rds') }}
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restore-keys: ${{ runner.os }}-${{ runner.arch }}-${{ hashFiles('.github/R-version') }}-1-
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- name: Install system dependencies
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if: runner.os == 'Linux'
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run: |
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while read -r cmd
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do
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eval sudo $cmd
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done < <(Rscript -e 'writeLines(remotes::system_requirements("ubuntu", "22.04"))')
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- name: Install R Package Build Dependencies on MacOS, from https://github.com/stan-dev/cmdstanr/pull/1072/files
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if: runner.os == 'macOS'
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uses: r-hub/actions/setup-r-sysreqs@v1
@@ -90,23 +65,8 @@ jobs:
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fi
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fi # otherwise R-bundled runtime is fine
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- name: Install dependencies
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run: |
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remotes::install_deps(dependencies = TRUE)
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remotes::install_cran("rcmdcheck")
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shell: Rscript {0}
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- name: Check
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env:
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_R_CHECK_CRAN_INCOMING_REMOTE_: false
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run: |
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options(crayon.enabled = TRUE)
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rcmdcheck::rcmdcheck(args = c("--no-manual", "--as-cran"), error_on = "warning", check_dir = "check")
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shell: Rscript {0}
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- uses: yihui/actions/setup-r-dependencies@HEAD
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- name: Upload check results
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if: failure()
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uses: actions/upload-artifact@main
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- uses: yihui/actions/check-r-package@HEAD
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with:
111-
name: ${{ runner.os }}-r${{ matrix.config.r }}-results
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path: check
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check-args: "--no-manual --as-cran"

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

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@@ -31,7 +31,7 @@ jobs:
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R_KEEP_PKG_SOURCE: yes
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steps:
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- uses: actions/checkout@v4
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- uses: actions/checkout@v6
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- uses: r-lib/actions/setup-pandoc@v2
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@@ -41,8 +41,6 @@ jobs:
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http-user-agent: ${{ matrix.config.http-user-agent }}
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use-public-rspm: true
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- uses: r-lib/actions/setup-tinytex@v2
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- uses: r-lib/actions/setup-r-dependencies@v2
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with:
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extra-packages: any::rcmdcheck
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- uses: r-lib/actions/check-r-package@v2
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with:
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upload-snapshots: true
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args: 'c("--no-build-vignettes", "--no-manual")'
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build_args: 'c("--no-build-vignettes", "--no-manual")'
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args: 'c("--ignore-vignettes", "--no-manual")'

‎github-actions/mlflow/build-wheel.yml‎

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- ".github/workflows/preview-docs.yml"
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- "mlflow/server/js/**"
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- ".github/workflows/js.yml"
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- ".claude/**"
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workflow_dispatch:
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inputs:
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ref:

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

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@@ -14,6 +14,7 @@ on:
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- ".github/workflows/preview-docs.yml"
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- "mlflow/server/js/**"
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- ".github/workflows/js.yml"
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- ".claude/**"
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workflow_dispatch:
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inputs:
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repository:
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run: |
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eval "$MATRIX_INSTALL"
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- uses: ./.github/actions/show-versions
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- uses: ./.github/actions/pipdeptree
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- name: Pre-test
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if: matrix.pre_test
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env:

‎github-actions/mlflow/examples.yml‎

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- ".github/workflows/preview-docs.yml"
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- "mlflow/server/js/**"
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- ".github/workflows/js.yml"
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- ".claude/**"
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schedule:
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# Run this action daily at 13:00 UTC
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- cron: "0 13 * * *"

‎github-actions/mlflow/fs2db.yml‎

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- ".github/workflows/preview-docs.yml"
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- "mlflow/server/js/**"
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- ".github/workflows/js.yml"
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- ".claude/**"
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concurrency:
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group: ${{ github.workflow }}-${{ github.event_name }}-${{ github.ref }}

‎github-actions/mlflow/helm.yml‎

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name: Helm Chart
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on:
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push:
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branches: [master, "branch-[0-9]+.[0-9]+"]
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paths:
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- charts/**
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- docker/Dockerfile
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- mlflow/server/**
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- mlflow/tracking/**
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- mlflow/cli/**
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pull_request:
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paths:
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- charts/**
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- docker/Dockerfile
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- mlflow/server/**
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- mlflow/tracking/**
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- mlflow/cli/**
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defaults:
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run:
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shell: bash
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jobs:
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lint:
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runs-on: ubuntu-latest
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timeout-minutes: 10
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permissions:
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contents: read
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steps:
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- uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
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with:
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persist-credentials: false
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- name: Set up Helm
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uses: azure/setup-helm@b9e51907a09c216f16ebe8536097933489208112 # v4.3.0
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- name: Lint
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run: helm lint charts/ --set mlflow.backendStoreUri="sqlite:////tmp/mlflow.db"
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- name: Render templates
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run: helm template mlflow charts/ --set mlflow.backendStoreUri="sqlite:////tmp/mlflow.db"
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e2e:
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runs-on: ubuntu-latest
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timeout-minutes: 20
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permissions:
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contents: read
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strategy:
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matrix:
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tls: [false, true]
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name: e2e (tls=${{ matrix.tls }})
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steps:
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- uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
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with:
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persist-credentials: false
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- name: Create Kind cluster
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uses: helm/kind-action@ef37e7f390d99f746eb8b610417061a60e82a6cc # v1.14.0
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- name: Get MLflow version
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id: version
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run: |
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echo "version=$(grep '^appVersion' charts/Chart.yaml | awk '{print $2}' | tr -d '"')" >> $GITHUB_OUTPUT
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- name: Build Docker image
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env:
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MLFLOW_VERSION: ${{ steps.version.outputs.version }}
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run: |
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docker build \
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--build-arg VERSION=$MLFLOW_VERSION \
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-t mlflow:ci \
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docker/
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- name: Load image into Kind
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run: kind load docker-image mlflow:ci --name chart-testing
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- name: Generate TLS certificate
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if: matrix.tls == true
80+
run: |
81+
openssl req -x509 -newkey rsa:2048 -keyout tls.key -out tls.crt -days 1 -nodes \
82+
-subj "/CN=localhost"
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kubectl create secret tls mlflow-tls --cert=tls.crt --key=tls.key
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- name: Deploy chart
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env:
87+
TLS_FLAGS: ${{ matrix.tls == true && '--set tls.enabled=true --set tls.secretName=mlflow-tls' || '' }}
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run: |
89+
helm install mlflow charts/ \
90+
--set image.repository=mlflow \
91+
--set image.tag=ci \
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--set image.pullPolicy=Never \
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--set fullnameOverride=mlflow \
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--set mlflow.backendStoreUri=sqlite:////tmp/mlflow.db \
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--set mlflow.artifactsDestination=/tmp/mlartifacts \
96+
$TLS_FLAGS \
97+
--wait \
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--timeout 5m
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- name: Verify MLflow is reachable
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env:
102+
SCHEME: ${{ matrix.tls == true && 'https' || 'http' }}
103+
CURL_FLAGS: ${{ matrix.tls == true && '--insecure' || '' }}
104+
run: |
105+
kubectl port-forward svc/mlflow 5000:5000 &
106+
curl --retry 10 --retry-connrefused --retry-delay 3 --fail $CURL_FLAGS ${SCHEME}://localhost:5000/health
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108+
- name: Print container logs
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if: always()
110+
run: kubectl logs -l app.kubernetes.io/name=mlflow --tail=-1

‎github-actions/mlflow/master.yml‎

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- ".github/workflows/preview-docs.yml"
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- "mlflow/server/js/**"
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- ".github/workflows/js.yml"
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- ".claude/**"
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push:
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branches:
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- master
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-r requirements/test-requirements.txt \
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-r requirements/extra-ml-requirements.txt
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- uses: ./.github/actions/show-versions
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- uses: ./.github/actions/pipdeptree
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- name: Import check
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run: |
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# `-I` is used to avoid importing modules from user-specific site-packages
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-r requirements/extra-ml-requirements.txt \
225225
'tensorflow<2.21'
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- uses: ./.github/actions/show-versions
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- uses: ./.github/actions/pipdeptree
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- name: Run tests
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run: |
230229
uv run --no-sync pytest \
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-r requirements/test-requirements.txt \
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pyspark langchain langchain-community
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- uses: ./.github/actions/show-versions
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- uses: ./.github/actions/pipdeptree
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- name: Run tests
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env:
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SPLITS: ${{ matrix.splits }}
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-r requirements/test-requirements.txt \
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torch transformers pyspark langchain langchain-experimental shap lightgbm xgboost
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- uses: ./.github/actions/show-versions
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- uses: ./.github/actions/pipdeptree
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- name: Run tests
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env:
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SPLITS: ${{ matrix.splits }}
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-r requirements/test-requirements.txt \
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deepeval ragas 'arize-phoenix-evals<3.0.0' trulens trulens-providers-litellm guardrails-ai
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- uses: ./.github/actions/show-versions
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- uses: ./.github/actions/pipdeptree
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- name: Run GenAI Tests (OSS)
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run: |
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uv run --no-sync pytest tests/genai
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-r requirements/test-requirements.txt \
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tensorflow 'pyspark[connect]'
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- uses: ./.github/actions/show-versions
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- uses: ./.github/actions/pipdeptree
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- name: Run tests
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env:
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SPLITS: ${{ matrix.splits }}
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pyspark datasets tensorflow torch transformers openai \
409404
tests/resources/mlflow-test-plugin
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- uses: ./.github/actions/show-versions
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- uses: ./.github/actions/pipdeptree
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- name: Download Hadoop winutils for Spark
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run: |
414408
git clone https://github.com/cdarlint/winutils /tmp/winutils

‎github-actions/mlflow/protobuf-cross-test.yml‎

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torch transformers \
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"protobuf==$PROTOBUF_MAJOR_VERSION.*"
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- uses: ./.github/actions/show-versions
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- uses: ./.github/actions/pipdeptree
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- name: Run tests
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env:
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SPLITS: ${{ matrix.splits }}

‎github-actions/mlflow/r.yml‎

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- ".github/workflows/preview-docs.yml"
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- "mlflow/server/js/**"
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- ".github/workflows/js.yml"
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- ".claude/**"
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schedule:
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# Run this workflow daily at 13:00 UTC
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- cron: "0 13 * * *"

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