Parallelization

Co-authored-by: Diego Pucci <diegopucci.me@gmail.com>

.asf.yaml

@@ -53,6 +53,9 @@ github:
     merge: false
     rebase: false
 
+  ghp_branch:  gh-pages
+  ghp_path: /
+
   protected_branches:
     master:
       required_status_checks:
@@ -69,9 +72,11 @@ github:
           - cypress-matrix (3, chrome)
           - cypress-matrix (4, chrome)
           - cypress-matrix (5, chrome)
+          - dependency-review
           - frontend-build
-          - pre-commit
-          - python-lint
+          - pre-commit (current)
+          - pre-commit (next)
+          - pre-commit (previous)
           - test-mysql
           - test-postgres (current)
           - test-postgres (next)
@@ -87,3 +92,10 @@ github:
         required_approving_review_count: 1
 
       required_signatures: false
+    gh-pages:
+      required_pull_request_reviews:
+        dismiss_stale_reviews: false
+        require_code_owner_reviews: true
+        required_approving_review_count: 1
+
+      required_signatures: false

.dockerignore

@@ -42,6 +42,8 @@ docs/
 install/
 superset-frontend/cypress-base/
 superset-frontend/coverage/
+superset-frontend/.temp_cache/
 superset/static/assets/
 superset-websocket/dist/
 venv
+.venv

.gitattributes

@@ -1 +1,3 @@
 docker/**/*.sh text eol=lf
+*.svg binary
+*.ipynb binary

.github/CODEOWNERS

@@ -2,7 +2,7 @@
 
 # https://github.com/apache/superset/issues/13351
 
-/superset/migrations/ @apache/superset-committers
+/superset/migrations/ @mistercrunch @michael-s-molina @betodealmeida @eschutho
 
 # Notify some committers of changes in the components
 
@@ -12,21 +12,21 @@
 
 # Notify Helm Chart maintainers about changes in it
 
-/helm/superset/ @craig-rueda @dpgaspar @villebro
+/helm/superset/ @craig-rueda @dpgaspar @villebro @nytai @michael-s-molina
 
 # Notify E2E test maintainers of changes
 
-/superset-frontend/cypress-base/ @jinghua-qa @geido @eschutho @rusackas @betodealmeida
+/superset-frontend/cypress-base/ @sadpandajoe @geido @eschutho @rusackas @betodealmeida
 
 # Notify PMC members of changes to GitHub Actions
 
-/.github/ @villebro @geido @eschutho @rusackas @betodealmeida @nytai @mistercrunch @craig-rueda @john-bodley @kgabryje @dpgaspar
+/.github/ @villebro @geido @eschutho @rusackas @betodealmeida @nytai @mistercrunch @craig-rueda @kgabryje @dpgaspar
 
-# Notify PMC members of changes to required Github Actions
+# Notify PMC members of changes to required GitHub Actions
 
-/.asf.yaml @villebro @geido @eschutho @rusackas @betodealmeida @nytai @mistercrunch @craig-rueda @john-bodley @kgabryje @dpgaspar
+/.asf.yaml @villebro @geido @eschutho @rusackas @betodealmeida @nytai @mistercrunch @craig-rueda @kgabryje @dpgaspar
 
-# Maps are a finnicky contribution process we care about
+# Maps are a finicky contribution process we care about
 
 **/*.geojson @villebro @rusackas
 /superset-frontend/plugins/legacy-plugin-chart-country-map/ @villebro @rusackas

.github/ISSUE_TEMPLATE/bug-report.yml

@@ -15,14 +15,9 @@ body:
     id: bug-description
     attributes:
       label: Bug description
-      description: A clear and concise description of what the bug is.
-    validations:
-      required: true
-  - type: textarea
-    id: repro-steps
-    attributes:
-      label: How to reproduce the bug
+      description: A clear description of what the bug is, including reproduction steps and expected behavior.
       placeholder: |
+        The bug is that...
         1. Go to '...'
         2. Click on '....'
         3. Scroll down to '....'
@@ -46,8 +41,8 @@ body:
       label: Superset version
       options:
         - master / latest-dev
+        - "4.1.1"
         - "4.0.2"
-        - "3.1.3"
     validations:
       required: true
   - type: dropdown

.github/actions/setup-backend/action.yml

@@ -43,11 +43,14 @@ runs:
       run: |
         if [ "${{ inputs.install-superset }}" = "true" ]; then
           sudo apt-get update && sudo apt-get -y install libldap2-dev libsasl2-dev
-          pip install --upgrade pip setuptools wheel
+          pip install --upgrade pip setuptools wheel uv
+
           if [ "${{ inputs.requirements-type }}" = "dev" ]; then
-            pip install -r requirements/development.txt
+            uv pip install --system -r requirements/development.txt
           elif [ "${{ inputs.requirements-type }}" = "base" ]; then
-            pip install -r requirements/base.txt
+            uv pip install --system -r requirements/base.txt
           fi
+
+          uv pip install --system -e .
         fi
       shell: bash

.github/actions/setup-docker/action.yml

@@ -0,0 +1,69 @@
+name: "Setup Docker Environment"
+description: "Reusable steps for setting up QEMU, Docker Buildx, DockerHub login, Supersetbot, and optionally Docker Compose"
+inputs:
+  build:
+    description: "Used for building?"
+    required: false
+    default: "false"
+  dockerhub-user:
+    description: "DockerHub username"
+    required: false
+  dockerhub-token:
+    description: "DockerHub token"
+    required: false
+  install-docker-compose:
+    description: "Flag to install Docker Compose"
+    required: false
+    default: "true"
+  login-to-dockerhub:
+    description: "Whether you want to log into dockerhub"
+    required: false
+    default: "true"
+outputs: {}
+runs:
+  using: "composite"
+  steps:
+
+    - name: Set up QEMU
+      if: ${{ inputs.build == 'true' }}
+      uses: docker/setup-qemu-action@v3
+
+    - name: Set up Docker Buildx
+      if: ${{ inputs.build == 'true' }}
+      uses: docker/setup-buildx-action@v3
+
+    - name: Try to login to DockerHub
+      if: ${{ inputs.login-to-dockerhub == 'true' }}
+      continue-on-error: true
+      uses: docker/login-action@v3
+      with:
+        username: ${{ inputs.dockerhub-user }}
+        password: ${{ inputs.dockerhub-token }}
+
+    - name: Install Docker Compose
+      if: ${{ inputs.install-docker-compose == 'true' }}
+      shell: bash
+      run: |
+        sudo apt-get update
+        sudo apt-get install -y ca-certificates curl
+        sudo install -m 0755 -d /etc/apt/keyrings
+
+        # Download and save the Docker GPG key in the correct format
+        curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /etc/apt/keyrings/docker.gpg
+
+        # Ensure the key file is readable
+        sudo chmod a+r /etc/apt/keyrings/docker.gpg
+
+        # Add the Docker repository using the correct key
+        echo \
+          "deb [arch=$(dpkg --print-architecture) signed-by=/etc/apt/keyrings/docker.gpg] https://download.docker.com/linux/ubuntu \
+          $(. /etc/os-release && echo "$VERSION_CODENAME") stable" | \
+          sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
+
+        # Update package lists and install Docker Compose plugin
+        sudo apt update
+        sudo apt install -y docker-compose-plugin
+
+    - name: Docker Version Info
+      shell: bash
+      run: docker info

.github/dependabot.yml

@@ -8,8 +8,9 @@ updates:
 
   - package-ecosystem: "npm"
     ignore:
-      # not until  node >= 18.12.0
-      - dependency-name: "css-minimizer-webpack-plugin"
+      # not until React >= 18.0.0
+      - dependency-name: "storybook"
+      - dependency-name: "@storybook*"
     directory: "/superset-frontend/"
     schedule:
       interval: "monthly"
@@ -21,8 +22,7 @@ updates:
 
 
   # - package-ecosystem: "pip"
-  # NOTE: as dependabot isn't compatible with our python
-  # dependency setup (pip-compile-multi), we'll be using
+  # NOTE: as dependabot isn't compatible with our usage of `uv pip compile` we're using
   # `supersetbot` instead
 
   - package-ecosystem: "npm"

.github/workflows/bashlib.sh

@@ -162,7 +162,11 @@ cypress-run-all() {
     USE_DASHBOARD_FLAG='--use-dashboard'
   fi
 
-  python ../../scripts/cypress_run.py --parallelism $PARALLELISM --parallelism-id $PARALLEL_ID $USE_DASHBOARD_FLAG
+  # UNCOMMENT the next few commands to monitor memory usage
+  # monitor_memory &  # Start memory monitoring in the background
+  # memoryMonitorPid=$!
+  python ../../scripts/cypress_run.py --parallelism $PARALLELISM --parallelism-id $PARALLEL_ID --group $PARALLEL_ID --retries 5 $USE_DASHBOARD_FLAG
+  # kill $memoryMonitorPid
 
   # After job is done, print out Flask log for debugging
   echo "::group::Flask log for default run"
@@ -178,6 +182,21 @@ eyes-storybook-dependencies() {
   say "::endgroup::"
 }
 
+monitor_memory() {
+  # This is a small utility to monitor memory usage. Useful for debugging memory in GHA.
+  # To use wrap your command as follows
+  #
+  # monitor_memory &  # Start memory monitoring in the background
+  # memoryMonitorPid=$!
+  # YOUR_COMMAND_HERE
+  # kill $memoryMonitorPid
+  while true; do
+    echo "$(date) - Top 5 memory-consuming processes:"
+    ps -eo pid,comm,%mem --sort=-%mem | head -n 6  # First line is the header, next 5 are top processes
+    sleep 2
+  done
+}
+
 cypress-run-applitools() {
   cd "$GITHUB_WORKSPACE/superset-frontend/cypress-base"
 

.github/workflows/bump-python-package.yml

@@ -14,10 +14,16 @@ on:
         required: true
         description: Max number of PRs to open (0 for no limit)
         default: 5
+      extra-flags:
+        required: false
+        default: --only-base
+        description: Additional flags to pass to the bump-python command
+  #schedule:
+  #  - cron: '0 0 * * *'  # Runs daily at midnight UTC
 
 jobs:
   bump-python-package:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       actions: write
       contents: write
@@ -39,8 +45,8 @@ jobs:
         with:
           python-version: "3.10"
 
-      - name: Install pip-compile-multi
-        run: pip install pip-compile-multi
+      - name: Install uv
+        run: pip install uv
 
       - name: supersetbot bump-python -p "${{ github.event.inputs.package }}"
         env:
@@ -59,10 +65,13 @@ jobs:
             GROUP_OPT="-g ${{ github.event.inputs.group }}"
           fi
 
+          EXTRA_FLAGS="${{ github.event.inputs.extra-flags }}"
+
           supersetbot bump-python \
             --verbose \
             --use-current-repo \
             --include-subpackages \
             --limit ${{ github.event.inputs.limit }} \
             $PACKAGE_OPT \
-            $GROUP_OPT
+            $GROUP_OPT \
+            $EXTRA_FLAGS

.github/workflows/cancel_duplicates.yml

@@ -9,7 +9,7 @@ on:
 jobs:
   cancel-duplicate-runs:
     name: Cancel duplicate workflow runs
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       actions: write
       contents: read

.github/workflows/check-python-deps.yml

@@ -0,0 +1,44 @@
+name: Check python dependencies
+
+on:
+  push:
+    branches:
+      - "master"
+      - "[0-9].[0-9]*"
+  pull_request:
+    types: [synchronize, opened, reopened, ready_for_review]
+
+# cancel previous workflow jobs for PRs
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
+
+jobs:
+  check-python-deps:
+    runs-on: ubuntu-22.04
+    steps:
+
+      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+        uses: actions/checkout@v4
+        with:
+          persist-credentials: false
+          submodules: recursive
+          depth: 1
+
+      - name: Setup Python
+        if: steps.check.outputs.python
+        uses: ./.github/actions/setup-backend/
+
+      - name: Run uv
+        if: steps.check.outputs.python
+        run: ./scripts/uv-pip-compile.sh
+
+      - name: Check for uncommitted changes
+        run: |
+          if [[ -n "$(git diff)" ]]; then
+            echo "ERROR: The pinned dependencies are not up-to-date."
+            echo "Please run './scripts/uv-pip-compile.sh' and commit the changes."
+            exit 1
+          else
+            echo "Pinned dependencies are up-to-date."
+          fi

.github/workflows/check_db_migration_confict.yml

@@ -19,7 +19,7 @@ concurrency:
 jobs:
   check_db_migration_conflict:
     name: Check DB migration conflict
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: read
       pull-requests: write

.github/workflows/codeql-analysis.yml

@@ -17,7 +17,7 @@ concurrency:
 jobs:
   analyze:
     name: Analyze
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       actions: read
       contents: read

.github/workflows/dependency-review.yml

@@ -5,14 +5,26 @@
 # Source repository: https://github.com/actions/dependency-review-action
 # Public documentation: https://docs.github.com/en/code-security/supply-chain-security/understanding-your-software-supply-chain/about-dependency-review#dependency-review-enforcement
 name: "Dependency Review"
-on: [pull_request]
+on:
+  push:
+    branches:
+      - "master"
+      - "[0-9].[0-9]*"
+  pull_request:
+    types: [synchronize, opened, reopened, ready_for_review]
+
+# cancel previous workflow jobs for PRs
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
 
 permissions:
   contents: read
 
 jobs:
   dependency-review:
-    runs-on: ubuntu-22.04
+    if: github.event_name == 'pull_request'
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout Repository"
         uses: actions/checkout@v4
@@ -32,4 +44,25 @@ jobs:
           #   license: https://applitools.com/legal/open-source-terms-of-use/
           # pkg:npm/node-forge@1.3.1
           #   selecting BSD-3-Clause licensing terms for node-forge to ensure compatibility with Apache
-          allow-dependencies-licenses: pkg:npm/store2@2.14.2, pkg:npm/applitools/core, pkg:npm/applitools/core-base, pkg:npm/applitools/css-tree, pkg:npm/applitools/ec-client, pkg:npm/applitools/eg-socks5-proxy-server, pkg:npm/applitools/eyes, pkg:npm/applitools/eyes-cypress, pkg:npm/applitools/nml-client, pkg:npm/applitools/tunnel-client, pkg:npm/applitools/utils, pkg:npm/node-forge@1.3.1
+          allow-dependencies-licenses: pkg:npm/store2@2.14.2, pkg:npm/applitools/core, pkg:npm/applitools/core-base, pkg:npm/applitools/css-tree, pkg:npm/applitools/ec-client, pkg:npm/applitools/eg-socks5-proxy-server, pkg:npm/applitools/eyes, pkg:npm/applitools/eyes-cypress, pkg:npm/applitools/nml-client, pkg:npm/applitools/tunnel-client, pkg:npm/applitools/utils, pkg:npm/node-forge@1.3.1, pkg:npm/rgbcolor, pkg:npm/jszip@3.10.1
+
+  python-dependency-liccheck:
+    runs-on: ubuntu-22.04
+    steps:
+      - name: "Checkout Repository"
+        uses: actions/checkout@v4
+
+      - name: Setup Python
+        uses: ./.github/actions/setup-backend/
+        with:
+          requirements-type: base
+
+      - name: "Set up liccheck"
+        run: |
+          uv pip install --system liccheck
+      - name: "Run liccheck"
+        run: |
+          # run the checks
+          liccheck -R output.txt
+          # Print the report
+          cat output.txt

.github/workflows/docker.yml

@@ -15,20 +15,20 @@ concurrency:
 
 jobs:
   setup_matrix:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     outputs:
       matrix_config: ${{ steps.set_matrix.outputs.matrix_config }}
     steps:
       - id: set_matrix
         run: |
-          MATRIX_CONFIG=$(if [ "${{ github.event_name }}" == "pull_request" ]; then echo '["dev"]'; else echo '["dev", "lean", "py310", "websocket", "dockerize"]'; fi)
+          MATRIX_CONFIG=$(if [ "${{ github.event_name }}" == "pull_request" ]; then echo '["dev", "lean"]'; else echo '["dev", "lean", "py310", "websocket", "dockerize", "py311"]'; fi)
           echo "matrix_config=${MATRIX_CONFIG}" >> $GITHUB_OUTPUT
           echo $GITHUB_OUTPUT
 
   docker-build:
     name: docker-build
     needs: setup_matrix
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       matrix:
         build_preset: ${{fromJson(needs.setup_matrix.outputs.matrix_config)}}
@@ -50,21 +50,13 @@ jobs:
         with:
           token: ${{ secrets.GITHUB_TOKEN }}
 
-      - name: Set up QEMU
+      - name: Setup Docker Environment
         if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
-        uses: docker/setup-qemu-action@v3
-
-      - name: Set up Docker Buildx
-        if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
-        uses: docker/setup-buildx-action@v3
-
-      - name: Try to login to DockerHub
-        if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
-        continue-on-error: true
-        uses: docker/login-action@v3
+        uses: ./.github/actions/setup-docker
         with:
-          username: ${{ secrets.DOCKERHUB_USER }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
+          dockerhub-user: ${{ secrets.DOCKERHUB_USER }}
+          dockerhub-token: ${{ secrets.DOCKERHUB_TOKEN }}
+          build: "true"
 
       - name: Setup supersetbot
         if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
@@ -84,7 +76,30 @@ jobs:
           fi
 
           supersetbot docker \
+            --push \
             --preset ${{ matrix.build_preset }} \
             --context "$EVENT" \
             --context-ref "$RELEASE" $FORCE_LATEST \
+            --extra-flags "--build-arg INCLUDE_CHROMIUM=false" \
             $PLATFORM_ARG
+
+      - name: Docker pull
+        if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
+        run:  docker pull apache/superset:GHA-${GITHUB_RUN_ID}
+
+      - name: Print docker stats
+        if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
+        run: |
+          IMAGE_ID=$(docker images --filter "label=sha=${{ github.sha }}" --format "{{.ID}}" | head -n 1)
+          echo "SHA: ${{ github.sha }}"
+          echo "IMAGE: $IMAGE_ID"
+          docker images $IMAGE_ID
+          docker history $IMAGE_ID
+
+      - name: docker-compose sanity check
+        if: (steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker) && (matrix.build_preset == 'dev' || matrix.build_preset == 'lean')
+        shell: bash
+        run: |
+          export SUPERSET_BUILD_TARGET=${{ matrix.build_preset }}
+          docker compose build superset-init --build-arg DEV_MODE=false --build-arg INCLUDE_CHROMIUM=false
+          docker compose up superset-init --exit-code-from superset-init

.github/workflows/embedded-sdk-release.yml

@@ -8,7 +8,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -23,7 +23,7 @@ jobs:
   build:
     needs: config
     if: needs.config.outputs.has-secrets
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     defaults:
       run:
         working-directory: superset-embedded-sdk
@@ -31,7 +31,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-node@v4
         with:
-          node-version: "18"
+          node-version: "20"
           registry-url: 'https://registry.npmjs.org'
       - run: npm ci
       - run: npm run ci:release

.github/workflows/embedded-sdk-test.yml

@@ -13,7 +13,7 @@ concurrency:
 
 jobs:
   embedded-sdk-test:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     defaults:
       run:
         working-directory: superset-embedded-sdk
@@ -21,7 +21,7 @@ jobs:
       - uses: actions/checkout@v4
       - uses: actions/setup-node@v4
         with:
-          node-version: "18"
+          node-version: "20"
           registry-url: 'https://registry.npmjs.org'
       - run: npm ci
       - run: npm test

.github/workflows/ephemeral-env-pr-close.yml

@@ -6,7 +6,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -22,7 +22,7 @@ jobs:
     needs: config
     if: needs.config.outputs.has-secrets
     name: Cleanup ephemeral envs
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       pull-requests: write
     steps:

.github/workflows/ephemeral-env.yml

@@ -1,37 +1,35 @@
 name: Ephemeral env workflow
 
+# Example manual trigger:  gh workflow run ephemeral-env.yml --ref fix_ephemerals  --field comment_body="/testenv up" --field issue_number=666
+
 on:
   issue_comment:
     types: [created]
+  workflow_dispatch:
+    inputs:
+      comment_body:
+        description: 'Comment body to simulate /testenv command'
+        required: true
+        default: '/testenv up'
+      issue_number:
+        description: 'Issue or PR number'
+        required: true
 
 jobs:
-  config:
-    runs-on: "ubuntu-22.04"
-    if: github.event.issue.pull_request
-    outputs:
-      has-secrets: ${{ steps.check.outputs.has-secrets }}
-    steps:
-      - name: "Check for secrets"
-        id: check
-        shell: bash
-        run: |
-          if [ -n "${{ (secrets.AWS_ACCESS_KEY_ID != '' && secrets.AWS_SECRET_ACCESS_KEY != '') || '' }}" ]; then
-            echo "has-secrets=1" >> "$GITHUB_OUTPUT"
-          fi
-
   ephemeral-env-comment:
     concurrency:
-      group: ${{ github.workflow }}-${{ github.event.issue.number || github.run_id }}-comment
+      group: ${{ github.workflow }}-${{ github.event.inputs.issue_number || github.event.issue.number || github.run_id }}-comment
       cancel-in-progress: true
-    needs: config
-    if: needs.config.outputs.has-secrets
     name: Evaluate ephemeral env comment trigger (/testenv)
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       pull-requests: write
     outputs:
       slash-command: ${{ steps.eval-body.outputs.result }}
       feature-flags: ${{ steps.eval-feature-flags.outputs.result }}
+    env:
+      DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }}
+      DOCKERHUB_TOKEN: ${{ secrets.DOCKERHUB_TOKEN }}
 
     steps:
     - name: Debug
@@ -40,22 +38,26 @@ jobs:
 
     - name: Eval comment body for /testenv slash command
       uses: actions/github-script@v7
+      env:
+        COMMENT_BODY: ${{ github.event.inputs.comment_body || github.event.comment.body }}
       id: eval-body
       with:
         result-encoding: string
         script: |
-          const pattern = /^\/testenv (up|down)/
-          const result = pattern.exec(context.payload.comment.body)
-          return result === null ? 'noop' : result[1]
+          const pattern = /^\/testenv (up|down)/;
+          const result = pattern.exec(process.env.COMMENT_BODY || '');
+          return result === null ? 'noop' : result[1];
 
-    - name: Eval comment body for feature flags
+    - name: Looking for feature flags
       uses: actions/github-script@v7
+      env:
+        COMMENT_BODY: ${{ github.event.inputs.comment_body || github.event.comment.body }}
       id: eval-feature-flags
       with:
         script: |
           const pattern = /FEATURE_(\w+)=(\w+)/g;
           let results = [];
-          [...context.payload.comment.body.matchAll(pattern)].forEach(match => {
+          [...process.env.COMMENT_BODY.matchAll(pattern)].forEach(match => {
             const config = {
               name: `SUPERSET_FEATURE_${match[1]}`,
               value: match[2],
@@ -67,28 +69,53 @@ jobs:
     - name: Limit to committers
       if: >
         steps.eval-body.outputs.result != 'noop' &&
+        github.event_name == 'issue_comment' &&
         github.event.comment.author_association != 'MEMBER' &&
         github.event.comment.author_association != 'OWNER'
       uses: actions/github-script@v7
       with:
-        github-token: ${{github.token}}
+        github-token: ${{ github.token }}
         script: |
-          const errMsg = '@${{ github.event.comment.user.login }} Ephemeral environment creation is currently limited to committers.'
+          const errMsg = '@${{ github.event.comment.user.login }} Ephemeral environment creation is currently limited to committers.';
           github.rest.issues.createComment({
             issue_number: ${{ github.event.issue.number }},
             owner: context.repo.owner,
             repo: context.repo.repo,
             body: errMsg
-          })
-          core.setFailed(errMsg)
+          });
+          core.setFailed(errMsg);
+
+    - name: Reply with confirmation comment
+      uses: actions/github-script@v7
+      with:
+        github-token: ${{ secrets.GITHUB_TOKEN }}
+        script: |
+          const issueNumber = ${{ github.event.inputs.issue_number || github.event.issue.number }};
+          const user = '${{ github.event.comment.user.login || github.actor }}';
+          const action = '${{ steps.eval-body.outputs.result }}';
+          const runId = context.runId;
+          const workflowUrl = `${context.serverUrl}/${context.repo.owner}/${context.repo.repo}/actions/runs/${runId}`;
+          const body = `@${user} Processing your ephemeral environment request [here](${workflowUrl}).`;
+          if (action !== 'noop') {
+            await github.rest.issues.createComment({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              issue_number: issueNumber,
+              body,
+            });
+          }
+          else {
+            core.setFailed('No ephemeral environment action detected.');
+          }
 
   ephemeral-docker-build:
     concurrency:
-      group: ${{ github.workflow }}-${{ github.event.issue.number || github.run_id }}-build
+      group: ${{ github.workflow }}-${{ github.event.inputs.issue_number || github.event.issue.number || github.run_id }}-build
       cancel-in-progress: true
     needs: ephemeral-env-comment
+    if: needs.ephemeral-env-comment.outputs.slash-command == 'up'
     name: ephemeral-docker-build
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: Get Info from comment
         uses: actions/github-script@v7
@@ -98,9 +125,9 @@ jobs:
             const request = {
                 owner: context.repo.owner,
                 repo: context.repo.repo,
-                pull_number: ${{ github.event.issue.number }},
-            }
-            core.info(`Getting PR #${request.pull_number} from ${request.owner}/${request.repo}`)
+                pull_number: ${{ github.event.inputs.issue_number || github.event.issue.number }},
+            };
+            core.info(`Getting PR #${request.pull_number} from ${request.owner}/${request.repo}`);
             const pr = await github.rest.pulls.get(request);
             return pr.data;
 
@@ -115,18 +142,28 @@ jobs:
           ref: ${{ steps.get-sha.outputs.sha }}
           persist-credentials: false
 
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
+      - name: Setup Docker Environment
+        uses: ./.github/actions/setup-docker
+        with:
+          dockerhub-user: ${{ secrets.DOCKERHUB_USER }}
+          dockerhub-token: ${{ secrets.DOCKERHUB_TOKEN }}
+          build: "true"
+          install-docker-compose: "false"
 
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
+      - name: Setup supersetbot
+        uses: ./.github/actions/setup-supersetbot/
 
       - name: Build ephemeral env image
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
-          ./scripts/build_docker.py \
-            "ci" \
-            "pull_request" \
-            --build_context_ref ${{ github.event.issue.number }}
+          supersetbot docker \
+            --push \
+            --load \
+            --preset ci \
+            --platform  linux/amd64 \
+            --context-ref "$RELEASE" \
+            --extra-flags "--build-arg INCLUDE_CHROMIUM=false"
 
       - name: Configure AWS credentials
         uses: aws-actions/configure-aws-credentials@v4
@@ -146,14 +183,14 @@ jobs:
           ECR_REPOSITORY: superset-ci
           IMAGE_TAG: apache/superset:${{ steps.get-sha.outputs.sha }}-ci
         run: |
-          docker tag $IMAGE_TAG $ECR_REGISTRY/$ECR_REPOSITORY:pr-${{ github.event.issue.number }}-ci
+          docker tag $IMAGE_TAG $ECR_REGISTRY/$ECR_REPOSITORY:pr-${{ github.event.inputs.issue_number || github.event.issue.number }}-ci
           docker push -a $ECR_REGISTRY/$ECR_REPOSITORY
 
   ephemeral-env-up:
     needs: [ephemeral-env-comment, ephemeral-docker-build]
     if: needs.ephemeral-env-comment.outputs.slash-command == 'up'
     name: Spin up an ephemeral environment
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: read
       pull-requests: write
@@ -181,22 +218,22 @@ jobs:
         aws ecr describe-images \
         --registry-id $(echo "${{ steps.login-ecr.outputs.registry }}" | grep -Eo "^[0-9]+") \
         --repository-name superset-ci \
-        --image-ids imageTag=pr-${{ github.event.issue.number }}-ci
+        --image-ids imageTag=pr-${{ github.event.inputs.issue_number || github.event.issue.number }}-ci
 
     - name: Fail on missing container image
       if: steps.check-image.outcome == 'failure'
       uses: actions/github-script@v7
       with:
-        github-token: ${{github.token}}
+        github-token: ${{ github.token }}
         script: |
-          const errMsg = '@${{ github.event.comment.user.login }} Container image not yet published for this PR. Please try again when build is complete.'
+          const errMsg = '@${{ github.event.comment.user.login }} Container image not yet published for this PR. Please try again when build is complete.';
           github.rest.issues.createComment({
-            issue_number: ${{ github.event.issue.number }},
+            issue_number: ${{ github.event.inputs.issue_number || github.event.issue.number }},
             owner: context.repo.owner,
             repo: context.repo.repo,
             body: errMsg
-          })
-          core.setFailed(errMsg)
+          });
+          core.setFailed(errMsg);
 
     - name: Fill in the new image ID in the Amazon ECS task definition
       id: task-def
@@ -204,7 +241,7 @@ jobs:
       with:
         task-definition: .github/workflows/ecs-task-definition.json
         container-name: superset-ci
-        image: ${{ steps.login-ecr.outputs.registry }}/superset-ci:pr-${{ github.event.issue.number }}-ci
+        image: ${{ steps.login-ecr.outputs.registry }}/superset-ci:pr-${{ github.event.inputs.issue_number || github.event.issue.number }}-ci
 
     - name: Update env vars in the Amazon ECS task definition
       run: |
@@ -213,30 +250,29 @@ jobs:
     - name: Describe ECS service
       id: describe-services
       run: |
-        echo "active=$(aws ecs describe-services --cluster superset-ci --services pr-${{ github.event.issue.number }}-service | jq '.services[] | select(.status == "ACTIVE") | any')" >> $GITHUB_OUTPUT
+        echo "active=$(aws ecs describe-services --cluster superset-ci --services pr-${{ github.event.inputs.issue_number || github.event.issue.number }}-service | jq '.services[] | select(.status == "ACTIVE") | any')" >> $GITHUB_OUTPUT
     - name: Create ECS service
-      if: steps.describe-services.outputs.active != 'true'
       id: create-service
+      if: steps.describe-services.outputs.active != 'true'
       env:
         ECR_SUBNETS: subnet-0e15a5034b4121710,subnet-0e8efef4a72224974
         ECR_SECURITY_GROUP: sg-092ff3a6ae0574d91
       run: |
         aws ecs create-service \
         --cluster superset-ci \
-        --service-name pr-${{ github.event.issue.number }}-service \
+        --service-name pr-${{ github.event.inputs.issue_number || github.event.issue.number }}-service \
         --task-definition superset-ci \
         --launch-type FARGATE \
         --desired-count 1 \
         --platform-version LATEST \
         --network-configuration "awsvpcConfiguration={subnets=[$ECR_SUBNETS],securityGroups=[$ECR_SECURITY_GROUP],assignPublicIp=ENABLED}" \
-        --tags key=pr,value=${{ github.event.issue.number }} key=github_user,value=${{ github.actor }}
-
+        --tags key=pr,value=${{ github.event.inputs.issue_number || github.event.issue.number }} key=github_user,value=${{ github.actor }}
     - name: Deploy Amazon ECS task definition
       id: deploy-task
-      uses: aws-actions/amazon-ecs-deploy-task-definition@v1
+      uses: aws-actions/amazon-ecs-deploy-task-definition@v2
       with:
         task-definition: ${{ steps.task-def.outputs.task-definition }}
-        service: pr-${{ github.event.issue.number }}-service
+        service: pr-${{ github.event.inputs.issue_number || github.event.issue.number }}-service
         cluster: superset-ci
         wait-for-service-stability: true
         wait-for-minutes: 10
@@ -244,18 +280,15 @@ jobs:
     - name: List tasks
       id: list-tasks
       run: |
-        echo "task=$(aws ecs list-tasks --cluster superset-ci --service-name pr-${{ github.event.issue.number }}-service | jq '.taskArns | first')" >> $GITHUB_OUTPUT
-
+        echo "task=$(aws ecs list-tasks --cluster superset-ci --service-name pr-${{ github.event.inputs.issue_number || github.event.issue.number }}-service | jq '.taskArns | first')" >> $GITHUB_OUTPUT
     - name: Get network interface
       id: get-eni
       run: |
-        echo "eni=$(aws ecs describe-tasks --cluster superset-ci --tasks ${{ steps.list-tasks.outputs.task }} | jq '.tasks | .[0] | .attachments | .[0] | .details | map(select(.name=="networkInterfaceId")) | .[0] | .value')" >> $GITHUB_OUTPUT
-
+        echo "eni=$(aws ecs describe-tasks --cluster superset-ci --tasks ${{ steps.list-tasks.outputs.task }} | jq '.tasks | .[0] | .attachments | .[0] | .details | map(select(.name==\"networkInterfaceId\")) | .[0] | .value')" >> $GITHUB_OUTPUT
     - name: Get public IP
       id: get-ip
       run: |
         echo "ip=$(aws ec2 describe-network-interfaces --network-interface-ids ${{ steps.get-eni.outputs.eni }} | jq -r '.NetworkInterfaces | first | .Association.PublicIp')" >> $GITHUB_OUTPUT
-
     - name: Comment (success)
       if: ${{ success() }}
       uses: actions/github-script@v7
@@ -263,12 +296,11 @@ jobs:
         github-token: ${{github.token}}
         script: |
           github.rest.issues.createComment({
-            issue_number: ${{ github.event.issue.number }},
+            issue_number: ${{ github.event.inputs.issue_number || github.event.issue.number }},
             owner: context.repo.owner,
             repo: context.repo.repo,
-            body: '@${{ github.event.comment.user.login }} Ephemeral environment spinning up at http://${{ steps.get-ip.outputs.ip }}:8080. Credentials are `admin`/`admin`. Please allow several minutes for bootstrapping and startup.'
+            body: '@${{ github.event.inputs.user_login || github.event.comment.user.login }} Ephemeral environment spinning up at http://${{ steps.get-ip.outputs.ip }}:8080. Credentials are `admin`/`admin`. Please allow several minutes for bootstrapping and startup.'
           })
-
     - name: Comment (failure)
       if: ${{ failure() }}
       uses: actions/github-script@v7
@@ -276,8 +308,8 @@ jobs:
         github-token: ${{github.token}}
         script: |
           github.rest.issues.createComment({
-            issue_number: ${{ github.event.issue.number }},
+            issue_number: ${{ github.event.inputs.issue_number || github.event.issue.number }},
             owner: context.repo.owner,
             repo: context.repo.repo,
-            body: '@${{ github.event.comment.user.login }} Ephemeral environment creation failed. Please check the Actions logs for details.'
+            body: '@${{ github.event.inputs.user_login || github.event.comment.user.login }} Ephemeral environment creation failed. Please check the Actions logs for details.'
           })

.github/workflows/generate-FOSSA-report.yml

@@ -8,7 +8,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -24,7 +24,7 @@ jobs:
     needs: config
     if: needs.config.outputs.has-secrets
     name: Generate Report
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4

.github/workflows/github-action-validator.yml

@@ -11,7 +11,7 @@ on:
 jobs:
 
   validate-all-ghas:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: Checkout Repository
         uses: actions/checkout@v4
@@ -19,7 +19,7 @@ jobs:
       - name: Set up Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: '18'
+          node-version: '20'
 
       - name: Install Dependencies
         run: npm install -g @action-validator/core @action-validator/cli --save-dev

.github/workflows/issue_creation.yml

@@ -9,7 +9,7 @@ on:
 
 jobs:
   superbot-orglabel:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: read
       pull-requests: write

.github/workflows/labeler.yml

@@ -7,7 +7,7 @@ jobs:
     permissions:
       contents: read
       pull-requests: write
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
     - uses: actions/labeler@v5
       with:

.github/workflows/latest-release-tag.yml

@@ -6,7 +6,7 @@ on:
 jobs:
   latest-release:
     name: Add/update tag to new release
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: write
 

.github/workflows/license-check.yml

@@ -12,7 +12,7 @@ concurrency:
 jobs:
   license_check:
     name: License Check
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4

.github/workflows/no-hold-label.yml

@@ -11,7 +11,7 @@ concurrency:
 
 jobs:
   check-hold-label:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
     - name: Check for 'hold' label
       uses: actions/github-script@v7

.github/workflows/pr-lint.yml

@@ -10,7 +10,7 @@ on:
 
 jobs:
   lint-check:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: read
       pull-requests: write

.github/workflows/pre-commit.yml

@@ -15,7 +15,10 @@ concurrency:
 
 jobs:
   pre-commit:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
+    strategy:
+      matrix:
+        python-version: ["current", "next", "previous"]
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4
@@ -24,6 +27,8 @@ jobs:
           submodules: recursive
       - name: Setup Python
         uses: ./.github/actions/setup-backend/
+        with:
+          python-version: ${{ matrix.python-version }}
       - name: Enable brew and helm-docs
         # Add brew to the path - see https://github.com/actions/runner-images/issues/6283
         run: |
@@ -35,8 +40,11 @@ jobs:
           brew install norwoodj/tap/helm-docs
       - name: pre-commit
         run: |
-          if ! pre-commit run --all-files; then
-            git status
-            git diff
+          set +e  # Don't exit immediately on failure
+          pre-commit run --all-files
+          if [ $? -ne 0 ] || ! git diff --quiet --exit-code; then
+            echo "❌ Pre-commit check failed."
+            echo "🚒 To prevent/address this CI issue, please install/use pre-commit locally."
+            echo "📖 More details here: https://superset.apache.org/docs/contributing/development#git-hooks"
             exit 1
           fi

.github/workflows/prefer-typescript.yml

@@ -21,7 +21,7 @@ jobs:
   prefer_typescript:
     if: github.ref == 'ref/heads/master' && github.event_name == 'pull_request'
     name: Prefer TypeScript
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: read
       pull-requests: write

.github/workflows/release.yml

@@ -8,7 +8,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -25,11 +25,11 @@ jobs:
     if: needs.config.outputs.has-secrets
     name: Bump version and publish package(s)
 
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
 
     strategy:
       matrix:
-        node-version: [18]
+        node-version: [20]
 
     steps:
       - uses: actions/checkout@v4

.github/workflows/superset-applitool-cypress.yml

@@ -6,7 +6,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -21,12 +21,12 @@ jobs:
   cypress-applitools:
     needs: config
     if: needs.config.outputs.has-secrets
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       fail-fast: false
       matrix:
         browser: ["chrome"]
-        node: [18]
+        node: [20]
     env:
       SUPERSET_ENV: development
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config

.github/workflows/superset-applitools-storybook.yml

@@ -12,7 +12,7 @@ env:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -27,10 +27,10 @@ jobs:
   cron:
     needs: config
     if: needs.config.outputs.has-secrets
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       matrix:
-        node: [18]
+        node: [20]
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4

.github/workflows/superset-cli.yml

@@ -15,7 +15,7 @@ concurrency:
 
 jobs:
   test-load-examples:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     env:
       PYTHONPATH: ${{ github.workspace }}
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config

.github/workflows/superset-docs-deploy.yml

@@ -12,7 +12,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -28,7 +28,7 @@ jobs:
     needs: config
     if: needs.config.outputs.has-secrets
     name: Build & Deploy
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4

.github/workflows/superset-docs-verify.yml

@@ -4,6 +4,7 @@ on:
   pull_request:
     paths:
       - "docs/**"
+      - ".github/workflows/superset-docs-verify.yml"
     types: [synchronize, opened, reopened, ready_for_review]
 
 # cancel previous workflow jobs for PRs
@@ -12,9 +13,45 @@ concurrency:
   cancel-in-progress: true
 
 jobs:
+  linkinator:
+    # See docs here: https://github.com/marketplace/actions/linkinator
+    name: Link Checking
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+      # Do not bump this linkinator-action version without opening
+      # an ASF Infra ticket to allow the new verison first!
+      - uses: JustinBeckwith/linkinator-action@v1.11.0
+        continue-on-error: true # This will make the job advisory (non-blocking, no red X)
+        with:
+          paths: "**/*.md, **/*.mdx"
+          linksToSkip: >-
+            ^https://github.com/apache/(superset|incubator-superset)/(pull|issue)/\d+,
+            http://localhost:8088/,
+            docker/.env-non-dev,
+            http://127.0.0.1:3000/,
+            http://localhost:9001/,
+            https://charts.bitnami.com/bitnami,
+            https://www.li.me/,
+            https://www.fanatics.com/,
+            https://tails.com/gb/,
+            https://www.techaudit.info/,
+            https://avetilearning.com/,
+            https://www.udemy.com/,
+            https://trustmedis.com/,
+            http://theiconic.com.au/,
+            https://dev.mysql.com/doc/refman/5.7/en/innodb-limits.html,
+            ^https://img\.shields\.io/.*,
+            https://vkusvill.ru/
+            https://www.linkedin.com/in/mark-thomas-b16751158/
+            https://theiconic.com.au/
+            https://wattbewerb.de/
+            https://timbr.ai/
+            https://opensource.org/license/apache-2-0
+            https://www.plaidcloud.com/
   build-deploy:
     name: Build & Deploy
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     defaults:
       run:
         working-directory: docs

.github/workflows/superset-e2e.yml

@@ -28,6 +28,7 @@ concurrency:
 
 jobs:
   cypress-matrix:
+    # Somehow one test flakes on 24.04 for unknown reasons, this is the only GHA left on 22.04
     runs-on: ubuntu-22.04
     permissions:
       contents: read
@@ -48,7 +49,8 @@ jobs:
       PYTHONPATH: ${{ github.workspace }}
       REDIS_PORT: 16379
       GITHUB_TOKEN: ${{ github.token }}
-      USE_DASHBOARD: ${{ github.event.inputs.use_dashboard || (github.ref == 'refs/heads/master' && 'true') || 'false' }}
+      # use the dashboard feature when running manually OR merging to master
+      USE_DASHBOARD: ${{ github.event.inputs.use_dashboard == 'true'|| (github.ref == 'refs/heads/master' && 'true') || 'false' }}
     services:
       postgres:
         image: postgres:15-alpine
@@ -107,7 +109,7 @@ jobs:
         if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: actions/setup-node@v4
         with:
-          node-version: "18"
+          node-version: "20"
       - name: Install npm dependencies
         if: steps.check.outputs.python || steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
@@ -131,6 +133,7 @@ jobs:
           PARALLEL_ID: ${{ matrix.parallel_id }}
           PARALLELISM: 6
           CYPRESS_RECORD_KEY: ${{ secrets.CYPRESS_RECORD_KEY }}
+          NODE_OPTIONS: "--max-old-space-size=4096"
         with:
           run: cypress-run-all ${{ env.USE_DASHBOARD }}
       - name: Upload Artifacts

.github/workflows/superset-frontend.yml

@@ -15,7 +15,7 @@ concurrency:
 
 jobs:
   frontend-build:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4
@@ -33,7 +33,7 @@ jobs:
         if: steps.check.outputs.frontend
         uses: actions/setup-node@v4
         with:
-          node-version: "18"
+          node-version: "20"
       - name: Install dependencies
         if: steps.check.outputs.frontend
         uses: ./.github/actions/cached-dependencies
@@ -49,11 +49,6 @@ jobs:
         working-directory: ./superset-frontend
         run: |
           npm run type
-      - name: prettier
-        if: steps.check.outputs.frontend
-        working-directory: ./superset-frontend
-        run: |
-          npm run prettier-check
       - name: Build plugins packages
         if: steps.check.outputs.frontend
         working-directory: ./superset-frontend
@@ -78,7 +73,7 @@ jobs:
         working-directory: ./superset-frontend/packages/generator-superset
         run: npm run test
       - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           flags: javascript
           token: ${{ secrets.CODECOV_TOKEN }}

.github/workflows/superset-helm-lint.yml

@@ -1,4 +1,4 @@
-name: Lint and Test Charts
+name: "Helm: lint and test charts"
 
 on:
   pull_request:
@@ -13,7 +13,7 @@ concurrency:
 
 jobs:
   lint-test:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4

.github/workflows/superset-helm-release.yml

@@ -1,4 +1,8 @@
-name: Release Charts
+# This workflow automates the release process for Helm charts.
+# The workflow creates a new branch for the release and opens a pull request against the 'gh-pages' branch,
+# allowing the changes to be reviewed and merged manually.
+
+name: "Helm: release charts"
 
 on:
   push:
@@ -7,18 +11,28 @@ on:
       - "[0-9].[0-9]*"
     paths:
       - "helm/**"
+  workflow_dispatch:
+    inputs:
+      ref:
+        description: "The branch, tag, or commit SHA to check out"
+        required: false
+        default: "master"
 
 jobs:
   release:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: write
+      pull-requests: write
+    env:
+      GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
     steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+      - name: Checkout code
         uses: actions/checkout@v4
         with:
-          persist-credentials: false
+          ref: ${{ inputs.ref || github.ref_name }}
+          persist-credentials: true
           submodules: recursive
           fetch-depth: 0
 
@@ -35,11 +49,77 @@ jobs:
       - name: Add bitnami repo dependency
         run: helm repo add bitnami https://charts.bitnami.com/bitnami
 
+      - name: Fetch/list all tags
+        run: |
+          # Debugging tags
+          git fetch --tags --force
+          git tag -d superset-helm-chart-0.13.4 || true
+          echo "DEBUG TAGS"
+          git show-ref --tags
+
+      - name: Create unique pages branch name
+        id: vars
+        run: echo "branch_name=helm-publish-${GITHUB_SHA:0:7}" >> $GITHUB_ENV
+
+      - name: Force recreate branch from gh-pages
+        run: |
+          # Ensure a clean working directory
+          git reset --hard
+          git clean -fdx
+          git checkout -b local_gha_temp
+          git submodule update
+
+          # Fetch the latest gh-pages branch
+          git fetch origin gh-pages
+
+          # Check out and reset the target branch based on gh-pages
+          git checkout -B ${{ env.branch_name }} origin/gh-pages
+
+          # Remove submodules from the branch
+          git submodule deinit -f --all
+
+          # Force push to the remote branch
+          git push origin ${{ env.branch_name }} --force
+
+          # Return to the original branch
+          git checkout local_gha_temp
+
+      - name: Fetch/list all tags
+        run: |
+          git submodule update
+          cat .github/actions/chart-releaser-action/action.yml
+
       - name: Run chart-releaser
-        uses: helm/chart-releaser-action@v1.6.0
+        uses: ./.github/actions/chart-releaser-action
         with:
+          version: v1.6.0
           charts_dir: helm
           mark_as_latest: false
+          pages_branch: ${{ env.branch_name }}
         env:
           CR_TOKEN: "${{ github.token }}"
           CR_RELEASE_NAME_TEMPLATE: "superset-helm-chart-{{ .Version }}"
+
+      - name: Open Pull Request
+        uses: actions/github-script@v7
+        with:
+          script: |
+            const branchName = '${{ env.branch_name }}';
+            const [owner, repo] = process.env.GITHUB_REPOSITORY.split('/');
+
+            if (!branchName) {
+              throw new Error("Branch name is not defined.");
+            }
+
+            const pr = await github.rest.pulls.create({
+              owner,
+              repo,
+              title: `Helm chart release for ${branchName}`,
+              head: branchName,
+              base: "gh-pages", // Adjust if the target branch is different
+              body: `This PR releases Helm charts to the gh-pages branch.`,
+            });
+
+            core.info(`Pull request created: ${pr.data.html_url}`);
+        env:
+          BRANCH_NAME: ${{ env.branch_name }}

.github/workflows/superset-python-integrationtest.yml

@@ -15,7 +15,7 @@ concurrency:
 
 jobs:
   test-mysql:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     env:
       PYTHONPATH: ${{ github.workspace }}
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -68,13 +68,13 @@ jobs:
         run: |
           ./scripts/python_tests.sh
       - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           flags: python,mysql
           token: ${{ secrets.CODECOV_TOKEN }}
           verbose: true
   test-postgres:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       matrix:
         python-version: ["current", "next", "previous"]
@@ -129,14 +129,14 @@ jobs:
         run: |
           ./scripts/python_tests.sh
       - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           flags: python,postgres
           token: ${{ secrets.CODECOV_TOKEN }}
           verbose: true
 
   test-sqlite:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     env:
       PYTHONPATH: ${{ github.workspace }}
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -181,7 +181,7 @@ jobs:
         run: |
           ./scripts/python_tests.sh
       - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           flags: python,sqlite
           token: ${{ secrets.CODECOV_TOKEN }}

.github/workflows/superset-python-misc.yml

@@ -1,53 +0,0 @@
-# Python Misc unit tests
-name: Python Misc
-
-on:
-  push:
-    branches:
-      - "master"
-      - "[0-9].[0-9]*"
-  pull_request:
-    types: [synchronize, opened, reopened, ready_for_review]
-
-# cancel previous workflow jobs for PRs
-concurrency:
-  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
-  cancel-in-progress: true
-
-jobs:
-  python-lint:
-    runs-on: ubuntu-22.04
-    steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-          submodules: recursive
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
-      - name: Setup Python
-        uses: ./.github/actions/setup-backend/
-        if: steps.check.outputs.python
-
-  babel-extract:
-    runs-on: ubuntu-22.04
-    steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        uses: actions/checkout@v4
-        with:
-          persist-credentials: false
-          submodules: recursive
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
-      - name: Setup Python
-        if: steps.check.outputs.python
-        uses: ./.github/actions/setup-backend/
-      - name: Test babel extraction
-        if: steps.check.outputs.python
-        run: scripts/translations/babel_update.sh

.github/workflows/superset-python-presto-hive.yml

@@ -16,7 +16,7 @@ concurrency:
 
 jobs:
   test-postgres-presto:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     env:
       PYTHONPATH: ${{ github.workspace }}
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -77,14 +77,14 @@ jobs:
         run: |
           ./scripts/python_tests.sh -m 'chart_data_flow or sql_json_flow'
       - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           flags: python,presto
           token: ${{ secrets.CODECOV_TOKEN }}
           verbose: true
 
   test-postgres-hive:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     env:
       PYTHONPATH: ${{ github.workspace }}
       SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -142,9 +142,10 @@ jobs:
       - name: Python unit tests (PostgreSQL)
         if: steps.check.outputs.python
         run: |
+          pip install -e .[hive]
           ./scripts/python_tests.sh -m 'chart_data_flow or sql_json_flow'
       - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           flags: python,hive
           token: ${{ secrets.CODECOV_TOKEN }}

.github/workflows/superset-python-unittest.yml

@@ -16,7 +16,7 @@ concurrency:
 
 jobs:
   unit-tests:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       matrix:
         python-version: ["current", "next"]
@@ -46,7 +46,7 @@ jobs:
         run: |
           pytest --durations-min=0.5 --cov-report= --cov=superset ./tests/common ./tests/unit_tests --cache-clear
       - name: Upload code coverage
-        uses: codecov/codecov-action@v4
+        uses: codecov/codecov-action@v5
         with:
           flags: python,unit
           token: ${{ secrets.CODECOV_TOKEN }}

.github/workflows/superset-translations.yml

@@ -15,7 +15,7 @@ concurrency:
 
 jobs:
   frontend-check-translations:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4
@@ -46,7 +46,7 @@ jobs:
           npm run build-translation
 
   babel-extract:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4

.github/workflows/superset-websocket.yml

@@ -18,7 +18,7 @@ concurrency:
 
 jobs:
   app-checks:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4

.github/workflows/supersetbot.yml

@@ -15,7 +15,7 @@ on:
 
 jobs:
   supersetbot:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     if: >
       github.event_name == 'workflow_dispatch' ||
       (github.event_name == 'issue_comment' && contains(github.event.comment.body, '@supersetbot'))

.github/workflows/tag-release.yml

@@ -23,7 +23,7 @@ on:
           - 'false'
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -39,35 +39,34 @@ jobs:
     needs: config
     if: needs.config.outputs.has-secrets
     name: docker-release
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     strategy:
       matrix:
-        build_preset: ["dev", "lean", "py310", "websocket", "dockerize"]
+        build_preset: ["dev", "lean", "py310", "websocket", "dockerize", "py311"]
       fail-fast: false
     steps:
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
-
-      - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
 
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4
         with:
-          persist-credentials: false
-          tags: true
           fetch-depth: 0
 
+      - name: Setup Docker Environment
+        uses: ./.github/actions/setup-docker
+        with:
+          dockerhub-user: ${{ secrets.DOCKERHUB_USER }}
+          dockerhub-token: ${{ secrets.DOCKERHUB_TOKEN }}
+          install-docker-compose: "false"
+          build: "true"
+
+      - name: Use Node.js 20
+        uses: actions/setup-node@v4
+        with:
+          node-version: 20
+
       - name: Setup supersetbot
         uses: ./.github/actions/setup-supersetbot/
 
-      - name: Try to login to DockerHub
-        continue-on-error: true
-        uses: docker/login-action@v3
-        with:
-          username: ${{ secrets.DOCKERHUB_USER }}
-          password: ${{ secrets.DOCKERHUB_TOKEN }}
-
       - name: Execute custom Node.js script
         env:
           DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }}
@@ -88,22 +87,45 @@ jobs:
           fi
 
           supersetbot docker \
+            --push \
             --preset ${{ matrix.build_preset }} \
             --context "$EVENT" \
             --context-ref "$RELEASE" $FORCE_LATEST \
             --platform "linux/arm64" \
             --platform "linux/amd64"
 
-      # Going back on original branch to allow "post" GHA operations
+          # Returning to master to support closing setup-supersetbot
+          git checkout master
+
+  update-prs-with-release-info:
+    needs: config
+    if: needs.config.outputs.has-secrets
+    runs-on: ubuntu-24.04
+    permissions:
+      contents: read
+      pull-requests: write
+    steps:
+
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
         uses: actions/checkout@v4
         with:
-          persist-credentials: false
+          fetch-depth: 0
+
+      - name: Use Node.js 20
+        uses: actions/setup-node@v4
+        with:
+          node-version: 20
+
+      - name: Setup supersetbot
+        uses: ./.github/actions/setup-supersetbot/
 
       - name: Label the PRs with the right release-related labels
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: |
+          export GITHUB_ACTOR=""
+          git fetch --all --tags
+          git checkout master
           RELEASE="${{ github.event.release.tag_name }}"
           if [ "${{ github.event_name }}" = "workflow_dispatch" ]; then
             # in the case of a manually-triggered run, read release from input

.github/workflows/tech-debt.yml

@@ -8,7 +8,7 @@ on:
 
 jobs:
   config:
-    runs-on: "ubuntu-22.04"
+    runs-on: ubuntu-24.04
     outputs:
       has-secrets: ${{ steps.check.outputs.has-secrets }}
     steps:
@@ -23,7 +23,7 @@ jobs:
   process-and-upload:
     needs: config
     if: needs.config.outputs.has-secrets
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     name: Generate Reports
     steps:
       - name: Checkout Repository
@@ -32,7 +32,7 @@ jobs:
       - name: Set up Node.js
         uses: actions/setup-node@v4
         with:
-          node-version: '18'
+          node-version: '20'
 
       - name: Install Dependencies
         run: npm install

.github/workflows/welcome-new-users.yml

@@ -6,7 +6,7 @@ on:
 
 jobs:
   welcome:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       pull-requests: write
 

.gitignore

@@ -121,3 +121,4 @@ docker/*local*
 
 # Jest test report
 test-report.html
+superset/static/stats/statistics.html

.pre-commit-config.yaml

@@ -16,11 +16,11 @@
 #
 repos:
   - repo: https://github.com/MarcoGorelli/auto-walrus
-    rev: v0.2.2
+    rev: 0.3.4
     hooks:
       - id: auto-walrus
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.3.0
+    rev: v1.13.0
     hooks:
       - id: mypy
         args: [--check-untyped-defs]
@@ -38,26 +38,26 @@ repos:
             types-paramiko,
             types-Markdown,
           ]
-  - repo: https://github.com/peterdemin/pip-compile-multi
-    rev: v2.6.2
-    hooks:
-      - id: pip-compile-multi-verify
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.4.0
+    rev: v5.0.0
     hooks:
       - id: check-docstring-first
       - id: check-added-large-files
-        exclude: ^.*\.(geojson)$|^docs/static/img/screenshots/.*
+        exclude: ^.*\.(geojson)$|^docs/static/img/screenshots/.*|^superset-frontend/CHANGELOG\.md$
       - id: check-yaml
         exclude: ^helm/superset/templates/
       - id: debug-statements
       - id: end-of-file-fixer
+        exclude: .*/lerna\.json$
       - id: trailing-whitespace
+        exclude: ^.*\.(snap)
         args: ["--markdown-linebreak-ext=md"]
   - repo: https://github.com/pre-commit/mirrors-prettier
-    rev: v3.1.0 # Use the sha or tag you want to point at
+    rev: v4.0.0-alpha.8 # Use the sha or tag you want to point at
     hooks:
       - id: prettier
+        additional_dependencies:
+          - prettier@3.3.3
         args: ["--ignore-path=./superset-frontend/.prettierignore"]
         files: "superset-frontend"
   # blacklist unsafe functions like make_url (see #19526)
@@ -67,27 +67,13 @@ repos:
       - id: blacklist
         args: ["--blacklisted-names=make_url", "--ignore=tests/"]
   - repo: https://github.com/norwoodj/helm-docs
-    rev: v1.11.0
+    rev: v1.14.2
     hooks:
       - id: helm-docs
         files: helm
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.4.0
+    rev: v0.8.0
     hooks:
       - id: ruff
         args: [ --fix ]
       - id: ruff-format
-  - repo: local
-    hooks:
-      - id: pylint
-        name: pylint
-        entry: pylint
-        language: system
-        types: [python]
-        exclude: ^(tests/|superset/migrations/|scripts/|RELEASING/|docker/)
-        args:
-          [
-            "-rn", # Only display messages
-            "-sn", # Don't display the score
-            "--rcfile=.pylintrc",
-          ]

.pylintrc

@@ -1,380 +0,0 @@
-#
-# Licensed to the Apache Software Foundation (ASF) under one or more
-# contributor license agreements.  See the NOTICE file distributed with
-# this work for additional information regarding copyright ownership.
-# The ASF licenses this file to You under the Apache License, Version 2.0
-# (the "License"); you may not use this file except in compliance with
-# the License.  You may obtain a copy of the License at
-#
-#    http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-#
-[MASTER]
-
-# Specify a configuration file.
-#rcfile=
-
-# Python code to execute, usually for sys.path manipulation such as
-# pygtk.require().
-#init-hook=
-
-# Add files or directories to the blacklist. They should be base names, not
-# paths.
-ignore=CVS,migrations
-
-# Add files or directories matching the regex patterns to the blacklist. The
-# regex matches against base names, not paths.
-ignore-patterns=
-
-# Pickle collected data for later comparisons.
-persistent=yes
-
-# List of plugins (as comma separated values of python modules names) to load,
-# usually to register additional checkers.
-load-plugins=superset.extensions.pylint
-
-# Use multiple processes to speed up Pylint.
-jobs=2
-
-# Allow loading of arbitrary C extensions. Extensions are imported into the
-# active Python interpreter and may run arbitrary code.
-unsafe-load-any-extension=no
-
-# A comma-separated list of package or module names from where C extensions may
-# be loaded. Extensions are loading into the active Python interpreter and may
-# run arbitrary code
-extension-pkg-whitelist=pyarrow
-
-
-[MESSAGES CONTROL]
-
-# Only show warnings with the listed confidence levels. Leave empty to show
-# all. Valid levels: HIGH, INFERENCE, INFERENCE_FAILURE, UNDEFINED
-confidence=
-
-# Enable the message, report, category or checker with the given id(s). You can
-# either give multiple identifier separated by comma (,) or put this option
-# multiple time (only on the command line, not in the configuration file where
-# it should appear only once). See also the "--disable" option for examples.
-enable=
-    useless-suppression,
-
-# Disable the message, report, category or checker with the given id(s). You
-# can either give multiple identifiers separated by comma (,) or put this
-# option multiple times (only on the command line, not in the configuration
-# file where it should appear only once).You can also use "--disable=all" to
-# disable everything first and then reenable specific checks. For example, if
-# you want to run only the similarities checker, you can use "--disable=all
-# --enable=similarities". If you want to run only the classes checker, but have
-# no Warning level messages displayed, use"--disable=all --enable=classes
-# --disable=W"
-disable=
-    cyclic-import,  # re-enable once this no longer raises false positives
-    missing-docstring,
-    duplicate-code,
-    line-too-long,
-    unspecified-encoding,
-    too-many-instance-attributes  # re-enable once this no longer raises false positives
-
-[REPORTS]
-
-# Set the output format. Available formats are text, parseable, colorized, msvs
-# (visual studio) and html. You can also give a reporter class, eg
-# mypackage.mymodule.MyReporterClass.
-output-format=text
-
-# Tells whether to display a full report or only the messages
-reports=yes
-
-# Python expression which should return a note less than 10 (10 is the highest
-# note). You have access to the variables errors warning, statement which
-# respectively contain the number of errors / warnings messages and the total
-# number of statements analyzed. This is used by the global evaluation report
-# (RP0004).
-evaluation=10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10)
-
-# Template used to display messages. This is a python new-style format string
-# used to format the message information. See doc for all details
-#msg-template=
-
-
-[BASIC]
-
-# Good variable names which should always be accepted, separated by a comma
-good-names=_,df,ex,f,i,id,j,k,l,o,pk,Run,ts,v,x,y
-
-# Bad variable names which should always be refused, separated by a comma
-bad-names=bar,baz,db,fd,foo,sesh,session,tata,toto,tutu
-
-# Colon-delimited sets of names that determine each other's naming style when
-# the name regexes allow several styles.
-name-group=
-
-# Include a hint for the correct naming format with invalid-name
-include-naming-hint=no
-
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-property-classes=
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-# Regular expression matching correct constant names
-const-rgx=(([A-Za-z_][A-Za-z0-9_]*)|(__.*__))$
-
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-
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-[FORMAT]
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-ignore-long-lines=^\s*(# )?<?https?://\S+>?$
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-# else.
-single-line-if-stmt=no
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-
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-# only in one or another interpreter, leading to false positives when analysed.
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-# "Exception"
-overgeneral-exceptions=builtins.Exception

.rat-excludes

@@ -61,12 +61,16 @@ tsconfig.tsbuildinfo
 generator-superset/*
 temporary_superset_ui/*
 
+# skip license checks for auto-generated test snapshots
+.*snap
+
 # docs overrides for third party logos we don't have the rights to
 google-big-query.svg
 google-sheets.svg
 ibm-db2.svg
 postgresql.svg
 snowflake.svg
+ydb.svg
 
 # docs-related
 erd.puml

CHANGELOG/4.1.0.md

@@ -19,17 +19,23 @@ under the License.
 
 ## Change Log
 
-### 4.1 (Wed Jul 17 15:14:32 2024 -0700)
+### 4.1 (Fri Nov 1 15:24:51 2024 -0700)
 
 **Database Migrations**
 
+- [#30275](https://github.com/apache/superset/pull/30275) fix(migration): 87d38ad83218 failing on upgrade (@villebro)
+- [#30017](https://github.com/apache/superset/pull/30017) fix: pass if table is already removed on upgrade (@sadpandajoe)
+- [#30029](https://github.com/apache/superset/pull/30029) fix(migrations): Fix the time comparison migration (@Antonio-RiveroMartnez)
+- [#29625](https://github.com/apache/superset/pull/29625) fix: try to prevent deadlocks when running upgrade (@sadpandajoe)
+- [#29906](https://github.com/apache/superset/pull/29906) fix: Error when downgrading add_catalog_perm_to_tables migration (@michael-s-molina)
+- [#29799](https://github.com/apache/superset/pull/29799) fix: Downgrade of revision 678eefb4ab44 throws error (@michael-s-molina)
 - [#29166](https://github.com/apache/superset/pull/29166) chore: enable ruff lint rule TRY201 and B904 to improve `raise` stack traces (@mistercrunch)
 - [#28838](https://github.com/apache/superset/pull/28838) fix: Update downgrade path for migration to remove sl_tables (@sadpandajoe)
-- [#28704](https://github.com/apache/superset/pull/28704) chore: remove sl_ tables (@mistercrunch)
+- [#28704](https://github.com/apache/superset/pull/28704) chore: remove sl\_ tables (@mistercrunch)
 - [#28482](https://github.com/apache/superset/pull/28482) fix: Update migration logic in #27119 (@john-bodley)
 - [#28556](https://github.com/apache/superset/pull/28556) fix: db migration revision (@justinpark)
 - [#28416](https://github.com/apache/superset/pull/28416) feat: add support for catalogs (@betodealmeida)
-- [#27718](https://github.com/apache/superset/pull/27718) refactor(plugins):  BigNumber Time Comparison with existing time_offset API (@Antonio-RiveroMartnez)
+- [#27718](https://github.com/apache/superset/pull/27718) refactor(plugins): BigNumber Time Comparison with existing time_offset API (@Antonio-RiveroMartnez)
 - [#26327](https://github.com/apache/superset/pull/26327) feat: Customizable email subject name (@puridach-w)
 - [#28422](https://github.com/apache/superset/pull/28422) fix: Update migration logic in #27119 (@john-bodley)
 - [#28394](https://github.com/apache/superset/pull/28394) feat: catalog support for Databricks native (@betodealmeida)
@@ -49,6 +55,11 @@ under the License.
 
 **Features**
 
+- [#30614](https://github.com/apache/superset/pull/30614) feat: use dialect when tokenizing (@betodealmeida)
+- [#30132](https://github.com/apache/superset/pull/30132) feat(embedded): add hook to allow superset admins to validate guest token parameters (@dmarkey)
+- [#29959](https://github.com/apache/superset/pull/29959) feat(sqllab): Add timeout on fetching query results (@justinpark)
+- [#30177](https://github.com/apache/superset/pull/30177) feat: `is_mutating` method (@betodealmeida)
+- [#29088](https://github.com/apache/superset/pull/29088) feat(alert/report): Added optional CC and BCC fields for email notifi… (@nsivarajan)
 - [#29264](https://github.com/apache/superset/pull/29264) feat: add slackv2 notification (@eschutho)
 - [#29584](https://github.com/apache/superset/pull/29584) feat(frontend/hooks): replace 3rd-party BroadcastChannel with native Web API equivalence (@hainenber)
 - [#29590](https://github.com/apache/superset/pull/29590) feat: custom values to sandbox iframe (@dacopan)
@@ -60,7 +71,7 @@ under the License.
 - [#29498](https://github.com/apache/superset/pull/29498) feat: Enable customizing the docker admin password (@c-w)
 - [#29187](https://github.com/apache/superset/pull/29187) feat(dashboard): add API endpoints for generating and downloading screenshots (@eulloa10)
 - [#27221](https://github.com/apache/superset/pull/27221) feat(CLI command): Apache Superset "Factory Reset" CLI command #27207 (@mknadh)
-- [#29328](https://github.com/apache/superset/pull/29328) feat: Add Ant Design 5 Theme  (@geido)
+- [#29328](https://github.com/apache/superset/pull/29328) feat: Add Ant Design 5 Theme (@geido)
 - [#29351](https://github.com/apache/superset/pull/29351) feat(e2e): implementing Cypress Dashboard on `master` branch merges (@rusackas)
 - [#29361](https://github.com/apache/superset/pull/29361) feat: Adds chart IDs option to migrate-viz (@michael-s-molina)
 - [#29329](https://github.com/apache/superset/pull/29329) feat: Adds the ECharts Sankey chart (@michael-s-molina)
@@ -125,7 +136,7 @@ under the License.
 - [#27536](https://github.com/apache/superset/pull/27536) feat: Adds option to disable drill to detail per database (@michael-s-molina)
 - [#27571](https://github.com/apache/superset/pull/27571) feat(supersetbot): label PRs and issues with author's public org (@mistercrunch)
 - [#27542](https://github.com/apache/superset/pull/27542) feat(maps): Add Italy regions code to the map generator notebook (@iskenderulgen)
-- [#27524](https://github.com/apache/superset/pull/27524) feat(plugins):  add color options for big number with time comparison (@lilykuang)
+- [#27524](https://github.com/apache/superset/pull/27524) feat(plugins): add color options for big number with time comparison (@lilykuang)
 - [#27455](https://github.com/apache/superset/pull/27455) feat: Add Turkey's regions to country map visualization (@iskenderulgen)
 - [#27046](https://github.com/apache/superset/pull/27046) feat(supersetbot): introduce `supersetbot` as its own npm package, CLI and comment-operated bot (@mistercrunch)
 - [#27255](https://github.com/apache/superset/pull/27255) feat: show more information when loading chart (@betodealmeida)
@@ -146,6 +157,103 @@ under the License.
 
 **Fixes**
 
+- [#30819](https://github.com/apache/superset/pull/30819) fix(plugin-chart-echarts): sort tooltip correctly (@villebro)
+- [#30755](https://github.com/apache/superset/pull/30755) fix(Dashboard): Sync/Async Dashboard Screenshot Generation and Default Cache (@geido)
+- [#30773](https://github.com/apache/superset/pull/30773) fix: catalog migration w/o connection (@betodealmeida)
+- [#30429](https://github.com/apache/superset/pull/30429) fix: CI remove cypress command --headed (@mistercrunch)
+- [#30735](https://github.com/apache/superset/pull/30735) fix(Jinja): Extra cache keys for calculated columns and metrics using Jinja (@Vitor-Avila)
+- [#30699](https://github.com/apache/superset/pull/30699) fix: Nested transaction is inactive when embedding dashboard (@michael-s-molina)
+- [#30675](https://github.com/apache/superset/pull/30675) fix(dashboard): Include `urlParams` in the screenshot generation (@Vitor-Avila)
+- [#30715](https://github.com/apache/superset/pull/30715) fix(Jinja): Extra cache keys for Jinja columns (@geido)
+- [#30680](https://github.com/apache/superset/pull/30680) fix(chart): Table and page entries misaligned (@justinpark)
+- [#30348](https://github.com/apache/superset/pull/30348) fix(explore): Missing markarea component broke annotations in echarts (@kgabryje)
+- [#30628](https://github.com/apache/superset/pull/30628) fix: First item hovered on stacked bar (@michael-s-molina)
+- [#30617](https://github.com/apache/superset/pull/30617) fix(docs): address two linkinator failures (@sfirke)
+- [#30438](https://github.com/apache/superset/pull/30438) fix(Filters): Apply native & cross filters on common columns (@geido)
+- [#30581](https://github.com/apache/superset/pull/30581) fix(filters): Adds a fix for saving time range adhoc_filters (@ObservabilityTeam)
+- [#30578](https://github.com/apache/superset/pull/30578) fix: `sqlparse` fallback for formatting queries (@betodealmeida)
+- [#30565](https://github.com/apache/superset/pull/30565) fix: update html rendering to true from false (@sadpandajoe)
+- [#30202](https://github.com/apache/superset/pull/30202) fix: adhoc metrics (@betodealmeida)
+- [#30549](https://github.com/apache/superset/pull/30549) fix(Jinja): Extra cache keys to consider vars with set (@geido)
+- [#30425](https://github.com/apache/superset/pull/30425) fix(dashboard-export): Fixes datasetId is not replaced with datasetUuid in Dashboard export in 4.1.x (@fmannhardt)
+- [#30563](https://github.com/apache/superset/pull/30563) fix: Horizon Chart are not working any more (@michael-s-molina)
+- [#30564](https://github.com/apache/superset/pull/30564) fix: Incorrect type in config.py (@michael-s-molina)
+- [#30560](https://github.com/apache/superset/pull/30560) fix: Unable to parse escaped tables (@michael-s-molina)
+- [#30447](https://github.com/apache/superset/pull/30447) fix(explore): don't discard controls on deprecated (@justinpark)
+- [#30532](https://github.com/apache/superset/pull/30532) fix(migration): replace unquote with double percentages (@villebro)
+- [#30490](https://github.com/apache/superset/pull/30490) fix(Explore): Apply RLS at column values (@geido)
+- [#30503](https://github.com/apache/superset/pull/30503) fix(imports): Error when importing charts / dashboards with missing DB credentials (@fisjac)
+- [#30350](https://github.com/apache/superset/pull/30350) fix: don't reformat generated queries (@betodealmeida)
+- [#30502](https://github.com/apache/superset/pull/30502) fix: Open control with Simple tab selected when there is no column selected (@michael-s-molina)
+- [#30491](https://github.com/apache/superset/pull/30491) fix(embedded): sankey charts (@betodealmeida)
+- [#30416](https://github.com/apache/superset/pull/30416) fix: Histogram chart not able to use decimal datatype column (@michael-s-molina)
+- [#30405](https://github.com/apache/superset/pull/30405) fix: Incorrect hovered items in tooltips (@michael-s-molina)
+- [#30393](https://github.com/apache/superset/pull/30393) fix: Allows X-Axis Sort By for custom SQL (@michael-s-molina)
+- [#30389](https://github.com/apache/superset/pull/30389) fix: Pre-query normalization with custom SQL (@michael-s-molina)
+- [#30339](https://github.com/apache/superset/pull/30339) fix: KeyError 'sql' when opening a Trino virtual dataset (@michael-s-molina)
+- [#30335](https://github.com/apache/superset/pull/30335) fix(table): Use extras in queries (@Antonio-RiveroMartnez)
+- [#30272](https://github.com/apache/superset/pull/30272) fix(dashboard): Invalid owner's name displayed after updates (@justinpark)
+- [#30271](https://github.com/apache/superset/pull/30271) fix: unable to disallow csv upload on header menu (@justinpark)
+- [#30265](https://github.com/apache/superset/pull/30265) fix(Screenshot): Dashboard screenshot cache key to include state (@geido)
+- [#30252](https://github.com/apache/superset/pull/30252) fix(CrossFilters): Do not reload unrelated filters in global scope (@geido)
+- [#30215](https://github.com/apache/superset/pull/30215) fix(Fave): Charts and Dashboards fave/unfave do not commit transactions (@geido)
+- [#30222](https://github.com/apache/superset/pull/30222) fix(uploads): respect db engine spec's supports_multivalues_insert value for file uploads & enable multi-insert for MSSQL (@sfirke)
+- [#30180](https://github.com/apache/superset/pull/30180) fix: filters panel broken due to tabs scroll (@justinpark)
+- [#30224](https://github.com/apache/superset/pull/30224) fix(Celery): Pass guest_token as user context is not available in Celery (@geido)
+- [#30212](https://github.com/apache/superset/pull/30212) fix(Dashboard download): Download dashboard screenshot/PDF using SupersetClient (@Vitor-Avila)
+- [#30200](https://github.com/apache/superset/pull/30200) fix(Embedded): Dashboard screenshot should use GuestUser (@geido)
+- [#28706](https://github.com/apache/superset/pull/28706) fix: Chart cache-warmup task fails on Superset 4.0 (@rmasters)
+- [#30174](https://github.com/apache/superset/pull/30174) fix: set default mysql isolation level to 'READ COMMITTED' (@mistercrunch)
+- [#30176](https://github.com/apache/superset/pull/30176) fix: Disable cross filtering on charts with no dimensions (@kgabryje)
+- [#30060](https://github.com/apache/superset/pull/30060) fix: Delete modal button with lowercase text (@michael-s-molina)
+- [#30171](https://github.com/apache/superset/pull/30171) fix(sqllab): Skip AceEditor in inactive tabs (@justinpark)
+- [#30164](https://github.com/apache/superset/pull/30164) fix(native filter): undefined layout type on filterInScope (@justinpark)
+- [#30023](https://github.com/apache/superset/pull/30023) fix(plugins): display correct tooltip (fixes #3342) (@jonaschn)
+- [#30156](https://github.com/apache/superset/pull/30156) fix: FacePile is requesting avatars when SLACK_ENABLE_AVATARS is false (@michael-s-molina)
+- [#30154](https://github.com/apache/superset/pull/30154) fix(sqllab): race condition when updating cursor position (@justinpark)
+- [#30139](https://github.com/apache/superset/pull/30139) fix(catalog): Table Schema View with no catalog (@Antonio-RiveroMartnez)
+- [#30137](https://github.com/apache/superset/pull/30137) fix: New tooltip inappropriately combines series on mixed chart (@michael-s-molina)
+- [#30138](https://github.com/apache/superset/pull/30138) fix: JSON loading logs (@michael-s-molina)
+- [#30140](https://github.com/apache/superset/pull/30140) fix: DeckGL legend layout (@michael-s-molina)
+- [#30077](https://github.com/apache/superset/pull/30077) fix(accessibility): logo outline on tab navigation, but not on click (@rusackas)
+- [#30042](https://github.com/apache/superset/pull/30042) fix: use StrEnum type for GuestTokenResourceType to fix token parsing (@hao-zhuventures)
+- [#30073](https://github.com/apache/superset/pull/30073) fix: When hovering Drill By the dashboard is scrolled to the top (@michael-s-molina)
+- [#30074](https://github.com/apache/superset/pull/30074) fix: Retrieving Slack channels when Slack is disabled (@michael-s-molina)
+- [#30019](https://github.com/apache/superset/pull/30019) fix: Partition calls from Jinja context (@michael-s-molina)
+- [#30025](https://github.com/apache/superset/pull/30025) fix: Dashboard list row height does not match other lists (@michael-s-molina)
+- [#30020](https://github.com/apache/superset/pull/30020) fix(user-dao): return user model instances (@villebro)
+- [#29989](https://github.com/apache/superset/pull/29989) fix(screenshots): dashboard screenshots do not capture filter state (@fisjac)
+- [#27229](https://github.com/apache/superset/pull/27229) fix: set columns numeric datatypes when exporting to excel (@squalou)
+- [#29997](https://github.com/apache/superset/pull/29997) fix(trino): handle missing db in migration (@villebro)
+- [#29687](https://github.com/apache/superset/pull/29687) fix: Gamma users shouldn't be able to create roles (@hughhhh)
+- [#29884](https://github.com/apache/superset/pull/29884) fix: Security manager incorrect calls (@michael-s-molina)
+- [#29993](https://github.com/apache/superset/pull/29993) fix: Duplicated example dataset (@michael-s-molina)
+- [#29981](https://github.com/apache/superset/pull/29981) fix: trino thread app missing full context (@dpgaspar)
+- [#29978](https://github.com/apache/superset/pull/29978) fix(sqllab): flaky json explore modal due to shallow equality checks for extra data (@justinpark)
+- [#29830](https://github.com/apache/superset/pull/29830) fix(ci): remove unused "type: ignore" comment to unblock precommit check in CI (@hainenber)
+- [#29956](https://github.com/apache/superset/pull/29956) fix(sqllab): Add abort call on query refresh timeout (@justinpark)
+- [#29860](https://github.com/apache/superset/pull/29860) fix: upgrade_catalog_perms and downgrade_catalog_perms implementation (@michael-s-molina)
+- [#29953](https://github.com/apache/superset/pull/29953) fix(embedded): Remove CSRF requirement for dashboard download API (@Vitor-Avila)
+- [#29672](https://github.com/apache/superset/pull/29672) fix(explore): missing column autocomplete in custom SQL (@justinpark)
+- [#29840](https://github.com/apache/superset/pull/29840) fix: handle empty catalog when DB supports them (@betodealmeida)
+- [#29287](https://github.com/apache/superset/pull/29287) fix: Add user filtering to changed_by. Fixes #27986 (@marre)
+- [#29921](https://github.com/apache/superset/pull/29921) fix: add imports back to celery file (@sadpandajoe)
+- [#29894](https://github.com/apache/superset/pull/29894) fix(Embedded): Deleting Embedded Dashboards does not commit the transaction (@geido)
+- [#29862](https://github.com/apache/superset/pull/29862) fix: update celery config imports (@mistercrunch)
+- [#29846](https://github.com/apache/superset/pull/29846) fix: load slack channels earlier (@eschutho)
+- [#29805](https://github.com/apache/superset/pull/29805) fix: bump packages to unblock ci (@eschutho)
+- [#29802](https://github.com/apache/superset/pull/29802) fix: create permissions on DB import (@betodealmeida)
+- [#29780](https://github.com/apache/superset/pull/29780) fix: catalog upgrade/downgrade (@betodealmeida)
+- [#29776](https://github.com/apache/superset/pull/29776) fix(Dashboard): Copying a Dashboard does not commit the transaction (@geido)
+- [#29721](https://github.com/apache/superset/pull/29721) fix: pass slack recipients correctly (@eschutho)
+- [#29681](https://github.com/apache/superset/pull/29681) fix(Database): Refresh catalogs on db update returns database error (@geido)
+- [#29669](https://github.com/apache/superset/pull/29669) fix: Use default custom time range time without timezone (@kgabryje)
+- [#29667](https://github.com/apache/superset/pull/29667) fix: Dashboard editable title weird behavior when adding spaces (@kgabryje)
+- [#29648](https://github.com/apache/superset/pull/29648) fix: Layout of native filters modal with lengthy columns (@michael-s-molina)
+- [#29647](https://github.com/apache/superset/pull/29647) fix: Loading of native filter column (@michael-s-molina)
+- [#29643](https://github.com/apache/superset/pull/29643) fix: Required native filter message wrongfully appearing (@michael-s-molina)
+- [#29638](https://github.com/apache/superset/pull/29638) fix(sqllab): prev shema/table options remained on fail (@justinpark)
+- [#29567](https://github.com/apache/superset/pull/29567) fix: Add Japanese Translations (@avintonOfficial)
 - [#29607](https://github.com/apache/superset/pull/29607) fix(sqllab): Show warning message when deprecated db is selected (@justinpark)
 - [#29610](https://github.com/apache/superset/pull/29610) fix: sort schemas when uploading data (@betodealmeida)
 - [#29604](https://github.com/apache/superset/pull/29604) fix: schemas for upload API (@betodealmeida)
@@ -282,12 +390,12 @@ under the License.
 - [#28241](https://github.com/apache/superset/pull/28241) fix(explore): temporal column mixin (@justinpark)
 - [#28156](https://github.com/apache/superset/pull/28156) fix(sqllab): invalid css scope for ace editor autocomplete (@justinpark)
 - [#28222](https://github.com/apache/superset/pull/28222) fix: Dremio alias (@betodealmeida)
-- [#28152](https://github.com/apache/superset/pull/28152) fix(sql_parse): Provide more lenient logic when extracting latest[_sub]_partition (@john-bodley)
+- [#28152](https://github.com/apache/superset/pull/28152) fix(sql_parse): Provide more lenient logic when extracting latest[_sub]\_partition (@john-bodley)
 - [#28226](https://github.com/apache/superset/pull/28226) fix(maps): adds Crimea back to Ukraine 🇺🇦 (@rusackas)
 - [#28197](https://github.com/apache/superset/pull/28197) fix: Remove deprecated ignoreTestFiles from Applitools Cypress (@geido)
 - [#28189](https://github.com/apache/superset/pull/28189) fix(docs): ERD docs fail on master (@mistercrunch)
-- [#27554](https://github.com/apache/superset/pull/27554) fix(AlertsReports): making log retention "None" option valid  (@fisjac)
-- [#28117](https://github.com/apache/superset/pull/28117) fix(sql_parse): Support Jinja format() filter when extracting latest[_sub]_partition (@john-bodley)
+- [#27554](https://github.com/apache/superset/pull/27554) fix(AlertsReports): making log retention "None" option valid (@fisjac)
+- [#28117](https://github.com/apache/superset/pull/28117) fix(sql_parse): Support Jinja format() filter when extracting latest[_sub]\_partition (@john-bodley)
 - [#27195](https://github.com/apache/superset/pull/27195) fix: Upgrade eyes-cypress to latest (@geido)
 - [#28061](https://github.com/apache/superset/pull/28061) fix: switch off dependabot for pip/python (@mistercrunch)
 - [#28054](https://github.com/apache/superset/pull/28054) fix(Dashboard): Support "Edit chart" click on a new window (@geido)
@@ -357,6 +465,32 @@ under the License.
 
 **Others**
 
+- [#30729](https://github.com/apache/superset/pull/30729) chore: bump werkzeug to address vulnerability (@dpgaspar)
+- [#30733](https://github.com/apache/superset/pull/30733) ci: Add Python 3.11 images to Docker Hub (@padbk)
+- [#30397](https://github.com/apache/superset/pull/30397) chore: alter scripts/cypress_run to run one file per command + retry (@mistercrunch)
+- [#30354](https://github.com/apache/superset/pull/30354) chore: split cypress files for less memory (@eschutho)
+- [#30719](https://github.com/apache/superset/pull/30719) chore(Dashboard): Simplify scoping logic for cross/native filters (@geido)
+- [#29937](https://github.com/apache/superset/pull/29937) chore: Update to Dockerfile to get creating releases to work (@sadpandajoe)
+- [#29874](https://github.com/apache/superset/pull/29874) perf: Implement Echarts treeshaking (@kgabryje)
+- [#26257](https://github.com/apache/superset/pull/26257) chore(chart-controls): migrate enzyme to RTL (@justinpark)
+- [#30417](https://github.com/apache/superset/pull/30417) chore: improve DML check (@betodealmeida)
+- [#30258](https://github.com/apache/superset/pull/30258) chore: organize SQL parsing files (@betodealmeida)
+- [#30274](https://github.com/apache/superset/pull/30274) chore: move SLACK_ENABLE_AVATARS from config to feature flag (@mistercrunch)
+- [#30173](https://github.com/apache/superset/pull/30173) chore(sqllab): Add shortcuts for switching tabs (@justinpark)
+- [#30213](https://github.com/apache/superset/pull/30213) chore: remove duplicate `_process_sql_expression` (@betodealmeida)
+- [#30243](https://github.com/apache/superset/pull/30243) chore(docs): note that release-tagged docker images no longer ship with metadata db drivers as of 4.1.0 (@sfirke)
+- [#26258](https://github.com/apache/superset/pull/26258) chore(shared components): Migrate enzyme to RTL (@justinpark)
+- [#30144](https://github.com/apache/superset/pull/30144) docs: document how docker-compose-image-tag requires -dev suffixed images (@mistercrunch)
+- [#29943](https://github.com/apache/superset/pull/29943) chore: improve mask/unmask encrypted_extra (@betodealmeida)
+- [#29936](https://github.com/apache/superset/pull/29936) chore: Allow auto pruning of the query table (@michael-s-molina)
+- [#29893](https://github.com/apache/superset/pull/29893) chore: Logs the duration of migrations execution (@michael-s-molina)
+- [#29262](https://github.com/apache/superset/pull/29262) chore: Add the 4.1 release notes (@sadpandajoe)
+- [#29666](https://github.com/apache/superset/pull/29666) refactor(ProgressBar): Upgrade ProgressBar to Antd 5 (@geido)
+- [#29631](https://github.com/apache/superset/pull/29631) docs: fix query typo in creating-your-first-dashboard.mdx (@Jaswanth-Sriram-Veturi)
+- [#29650](https://github.com/apache/superset/pull/29650) chore: add catalog_access to OBJECT_SPEC_PERMISSIONS (@betodealmeida)
+- [#29594](https://github.com/apache/superset/pull/29594) refactor: Remove dead code from the Word Cloud plugin (@michael-s-molina)
+- [#29637](https://github.com/apache/superset/pull/29637) chore: Adds 4.1.0 RC1 daa to CHANGELOG.md and UPDATING.md (@sadpandajoe)
+- [#29272](https://github.com/apache/superset/pull/29272) refactor(Dashboard): Fetch dashboard screenshot via dedicated endpoint (@geido)
 - [#29593](https://github.com/apache/superset/pull/29593) refactor(Tag): Upgrade Tag and TagsList to Ant Design 5 (@geido)
 - [#29612](https://github.com/apache/superset/pull/29612) docs: fix code comment explaining local override (@oscep)
 - [#29602](https://github.com/apache/superset/pull/29602) chore: Clear redux localStorage on logout (@geido)
@@ -437,7 +571,7 @@ under the License.
 - [#28876](https://github.com/apache/superset/pull/28876) chore(sqllab): Add logging for actions (@justinpark)
 - [#29245](https://github.com/apache/superset/pull/29245) test(storybook): fix component stories (@msyavuz)
 - [#29235](https://github.com/apache/superset/pull/29235) chore: Remove the need for explicit bubble up of certain exceptions (@john-bodley)
-- [#28628](https://github.com/apache/superset/pull/28628) chore: Set isolation level to READ COMMITTED for testing et al.  (@john-bodley)
+- [#28628](https://github.com/apache/superset/pull/28628) chore: Set isolation level to READ COMMITTED for testing et al. (@john-bodley)
 - [#29108](https://github.com/apache/superset/pull/29108) refactor(sqllab): nonblocking switch query editor (@justinpark)
 - [#29232](https://github.com/apache/superset/pull/29232) build(deps-dev): bump braces from 3.0.2 to 3.0.3 in /superset-embedded-sdk (@dependabot[bot])
 - [#29226](https://github.com/apache/superset/pull/29226) chore(intros): Update INTHEWILD.md (@RIS3cz)
@@ -699,7 +833,7 @@ under the License.
 - [#27977](https://github.com/apache/superset/pull/27977) chore(docs): removing Superset Community Newsletter archive (@rusackas)
 - [#27975](https://github.com/apache/superset/pull/27975) chore(docs): adding ASF Privacy Link. (@rusackas)
 - [#27954](https://github.com/apache/superset/pull/27954) docs(k8s): making it clear users MUST update secrets for prod instances. (@rusackas)
-- [#27810](https://github.com/apache/superset/pull/27810) build(deps-dev): update @types/mapbox__geojson-extent requirement from ^1.0.0 to ^1.0.3 in /superset-frontend/plugins/legacy-preset-chart-deckgl (@dependabot[bot])
+- [#27810](https://github.com/apache/superset/pull/27810) build(deps-dev): update @types/mapbox\_\_geojson-extent requirement from ^1.0.0 to ^1.0.3 in /superset-frontend/plugins/legacy-preset-chart-deckgl (@dependabot[bot])
 - [#27946](https://github.com/apache/superset/pull/27946) chore(helm): bumping app version to 4.0.0 in helm chart (@lodu)
 - [#27149](https://github.com/apache/superset/pull/27149) chore(tests): Remove ineffectual login (@john-bodley)
 - [#27937](https://github.com/apache/superset/pull/27937) chore: Adds 4.0.0 data to CHANGELOG.md and UPDATING.md (@michael-s-molina)

CODE_OF_CONDUCT.md

@@ -80,9 +80,9 @@ If you believe someone is violating this code of conduct, you may reply to them
 
 Or one of our volunteers:
 
-* [Mark Thomas](http://home.apache.org/~markt/coc.html)
-* [Joan Touzet](http://home.apache.org/~wohali/)
-* [Sharan Foga](http://home.apache.org/~sharan/coc.html)
+* [Mark Thomas](https://www.linkedin.com/in/mark-thomas-b16751158/)
+* [Joan Touzet](https://www.apache.org/foundation/conduct-team/wohali.html)
+* [Sharan Foga](https://www.linkedin.com/in/sfoga/)
 
 If the violation is in documentation or code, for example inappropriate pronoun usage or word choice within official documentation, we ask that people report these privately to the project in question at <private@project.apache.org>, and, if they have sufficient ability within the project, to resolve or remove the concerning material, being mindful of the perspective of the person originally reporting the issue.
 
@@ -94,9 +94,9 @@ This statement thanks the following, on which it draws for content and inspirati
 
 * [CouchDB Project Code of conduct](http://couchdb.apache.org/conduct.html)
 * [Fedora Project Code of Conduct](http://fedoraproject.org/code-of-conduct)
-* [Speak Up! Code of Conduct](http://speakup.io/coc.html)
+* [Speak Up! Code of Conduct](http://web.archive.org/web/20141109123859/http://speakup.io/coc.html)
 * [Django Code of Conduct](https://www.djangoproject.com/conduct/)
-* [Debian Code of Conduct](http://www.debian.org/vote/2014/vote_002)
+* [Debian Code of Conduct](https://www.debian.org/vote/2014/vote_002)
 * [Twitter Open Source Code of Conduct](https://github.com/twitter/code-of-conduct/blob/master/code-of-conduct.md)
 * [Mozilla Code of Conduct/Draft](https://wiki.mozilla.org/Code_of_Conduct/Draft#Conflicts_of_Interest)
 * [Python Diversity Appendix](https://www.python.org/community/diversity/)

Dockerfile

@@ -20,49 +20,82 @@
 ######################################################################
 ARG PY_VER=3.10-slim-bookworm
 
-# if BUILDPLATFORM is null, set it to 'amd64' (or leave as is otherwise).
+# If BUILDPLATFORM is null, set it to 'amd64' (or leave as is otherwise).
 ARG BUILDPLATFORM=${BUILDPLATFORM:-amd64}
-FROM --platform=${BUILDPLATFORM} node:18-bullseye-slim AS superset-node
 
+######################################################################
+# superset-node used for building frontend assets
+######################################################################
+FROM --platform=${BUILDPLATFORM} node:20-bullseye-slim AS superset-node
+ARG BUILD_TRANSLATIONS="false" # Include translations in the final build
+ENV BUILD_TRANSLATIONS=${BUILD_TRANSLATIONS}
+ARG DEV_MODE="false"           # Skip frontend build in dev mode
+ENV DEV_MODE=${DEV_MODE}
+
+COPY docker/ /app/docker/
+# Arguments for build configuration
 ARG NPM_BUILD_CMD="build"
 
-# Somehow we need python3 + build-essential on this side of the house to install node-gyp
-RUN apt-get update -qq \
-    && apt-get install \
-        -yqq --no-install-recommends \
-        build-essential \
-        python3
+# Install system dependencies required for node-gyp
+RUN /app/docker/apt-install.sh build-essential python3 zstd
 
+# Define environment variables for frontend build
 ENV BUILD_CMD=${NPM_BUILD_CMD} \
     PUPPETEER_SKIP_CHROMIUM_DOWNLOAD=true
-# NPM ci first, as to NOT invalidate previous steps except for when package.json changes
 
-RUN --mount=type=bind,target=/frontend-mem-nag.sh,src=./docker/frontend-mem-nag.sh \
-    /frontend-mem-nag.sh
+# Run the frontend memory monitoring script
+RUN /app/docker/frontend-mem-nag.sh
 
 WORKDIR /app/superset-frontend
-RUN --mount=type=bind,target=./package.json,src=./superset-frontend/package.json \
-    --mount=type=bind,target=./package-lock.json,src=./superset-frontend/package-lock.json \
-    npm ci
+
+# Create necessary folders to avoid errors in subsequent steps
+RUN mkdir -p /app/superset/static/assets \
+             /app/superset/translations
+
+# Mount package files and install dependencies if not in dev mode
+RUN --mount=type=bind,source=./superset-frontend/package.json,target=./package.json \
+    --mount=type=bind,source=./superset-frontend/package-lock.json,target=./package-lock.json \
+    --mount=type=cache,target=/root/.cache \
+    --mount=type=cache,target=/root/.npm \
+    if [ "$DEV_MODE" = "false" ]; then \
+        npm ci; \
+    else \
+        echo "Skipping 'npm ci' in dev mode"; \
+    fi
 
 # Runs the webpack build process
 COPY superset-frontend /app/superset-frontend
-RUN npm run ${BUILD_CMD}
 
-# This copies the .po files needed for translation
-RUN mkdir -p /app/superset/translations
+# Build the frontend if not in dev mode
+RUN --mount=type=cache,target=/app/superset-frontend/.temp_cache \
+    --mount=type=cache,target=/root/.npm \
+    if [ "$DEV_MODE" = "false" ]; then \
+        echo "Running 'npm run ${BUILD_CMD}'"; \
+        npm run ${BUILD_CMD}; \
+    else \
+        echo "Skipping 'npm run ${BUILD_CMD}' in dev mode"; \
+    fi;
+
+# Copy translation files
 COPY superset/translations /app/superset/translations
-# Compiles .json files from the .po files, then deletes the .po files
-RUN npm run build-translation
-RUN rm /app/superset/translations/*/LC_MESSAGES/*.po
-RUN rm /app/superset/translations/messages.pot
+
+# Build the frontend if not in dev mode
+RUN if [ "$BUILD_TRANSLATIONS" = "true" ]; then \
+        npm run build-translation; \
+    fi; \
+    rm -rf /app/superset/translations/*/*/*.po; \
+    rm -rf /app/superset/translations/*/*/*.mo;
+
 
 ######################################################################
-# Final lean image...
+# Base python layer
 ######################################################################
-FROM python:${PY_VER} AS lean
+FROM python:${PY_VER} AS python-base
+ARG BUILD_TRANSLATIONS="false" # Include translations in the final build
+ENV BUILD_TRANSLATIONS=${BUILD_TRANSLATIONS}
+ARG DEV_MODE="false"           # Skip frontend build in dev mode
+ENV DEV_MODE=${DEV_MODE}
 
-WORKDIR /app
 ENV LANG=C.UTF-8 \
     LC_ALL=C.UTF-8 \
     SUPERSET_ENV=production \
@@ -71,109 +104,144 @@ ENV LANG=C.UTF-8 \
     SUPERSET_HOME="/app/superset_home" \
     SUPERSET_PORT=8088
 
-RUN mkdir -p ${PYTHONPATH} superset/static requirements superset-frontend apache_superset.egg-info requirements \
-    && useradd --user-group -d ${SUPERSET_HOME} -m --no-log-init --shell /bin/bash superset \
-    && apt-get update -qq && apt-get install -yqq --no-install-recommends \
-        curl \
-        default-libmysqlclient-dev \
-        libsasl2-dev \
-        libsasl2-modules-gssapi-mit \
-        libpq-dev \
-        libecpg-dev \
-        libldap2-dev \
-    && touch superset/static/version_info.json \
-    && chown -R superset:superset ./* \
-    && rm -rf /var/lib/apt/lists/*
 
-COPY --chown=superset:superset pyproject.toml setup.py MANIFEST.in README.md ./
-# setup.py uses the version information in package.json
-COPY --chown=superset:superset superset-frontend/package.json superset-frontend/
-COPY --chown=superset:superset requirements/base.txt requirements/
-RUN --mount=type=cache,target=/root/.cache/pip \
-    apt-get update -qq && apt-get install -yqq --no-install-recommends \
-      build-essential \
-    && pip install --upgrade setuptools pip \
-    && pip install -r requirements/base.txt \
-    && apt-get autoremove -yqq --purge build-essential \
-    && rm -rf /var/lib/apt/lists/*
+RUN useradd --user-group -d ${SUPERSET_HOME} -m --no-log-init --shell /bin/bash superset
 
-# Copy the compiled frontend assets
-COPY --chown=superset:superset --from=superset-node /app/superset/static/assets superset/static/assets
+# Some bash scripts needed throughout the layers
+COPY --chmod=755 docker/*.sh /app/docker/
 
-## Lastly, let's install superset itself
-COPY --chown=superset:superset superset superset
-RUN --mount=type=cache,target=/root/.cache/pip \
-    pip install -e .
+RUN pip install --no-cache-dir --upgrade uv
 
-# Copy the .json translations from the frontend layer
-COPY --chown=superset:superset --from=superset-node /app/superset/translations superset/translations
+# Using uv as it's faster/simpler than pip
+RUN uv venv /app/.venv
+ENV PATH="/app/.venv/bin:${PATH}"
 
-# Compile translations for the backend - this generates .mo files, then deletes the .po files
-COPY ./scripts/translations/generate_mo_files.sh ./scripts/translations/
-RUN ./scripts/translations/generate_mo_files.sh \
-    && chown -R superset:superset superset/translations \
-    && rm superset/translations/messages.pot \
-    && rm superset/translations/*/LC_MESSAGES/*.po
+# Install Playwright and optionally setup headless browsers
+ARG INCLUDE_CHROMIUM="true"
+ARG INCLUDE_FIREFOX="false"
+RUN --mount=type=cache,target=/root/.cache/uv\
+    if [ "$INCLUDE_CHROMIUM" = "true" ] || [ "$INCLUDE_FIREFOX" = "true" ]; then \
+        uv pip install playwright && \
+        playwright install-deps && \
+        if [ "$INCLUDE_CHROMIUM" = "true" ]; then playwright install chromium; fi && \
+        if [ "$INCLUDE_FIREFOX" = "true" ]; then playwright install firefox; fi; \
+    else \
+        echo "Skipping browser installation"; \
+    fi
 
-COPY --chmod=755 ./docker/run-server.sh /usr/bin/
-USER superset
+######################################################################
+# Python translation compiler layer
+######################################################################
+FROM python-base AS python-translation-compiler
+
+# Install Python dependencies using docker/pip-install.sh
+COPY requirements/translations.txt requirements/
+RUN --mount=type=cache,target=/root/.cache/uv \
+    /app/docker/pip-install.sh --requires-build-essential -r requirements/translations.txt
+
+COPY superset/translations/ /app/translations_mo/
+RUN if [ "$BUILD_TRANSLATIONS" = "true" ]; then \
+        pybabel compile -d /app/translations_mo | true; \
+    fi; \
+    rm -f /app/translations_mo/*/*/*.po; \
+    rm -f /app/translations_mo/*/*/*.json;
+
+######################################################################
+# Python APP common layer
+######################################################################
+FROM python-base AS python-common
+# Copy the entrypoints, make them executable in userspace
+COPY --chmod=755 docker/entrypoints /app/docker/entrypoints
+
+WORKDIR /app
+# Set up necessary directories and user
+RUN mkdir -p \
+      ${SUPERSET_HOME} \
+      ${PYTHONPATH} \
+      superset/static \
+      requirements \
+      superset-frontend \
+      apache_superset.egg-info \
+      requirements \
+    && touch superset/static/version_info.json
+
+# Copy required files for Python build
+COPY pyproject.toml setup.py MANIFEST.in README.md ./
+COPY superset-frontend/package.json superset-frontend/
+COPY scripts/check-env.py scripts/
+
+# keeping for backward compatibility
+COPY --chmod=755 ./docker/entrypoints/run-server.sh /usr/bin/
+
+# Some debian libs
+RUN /app/docker/apt-install.sh \
+      curl \
+      libsasl2-dev \
+      libsasl2-modules-gssapi-mit \
+      libpq-dev \
+      libecpg-dev \
+      libldap2-dev
+
+# Copy compiled things from previous stages
+COPY --from=superset-node /app/superset/static/assets superset/static/assets
+
+# TODO, when the next version comes out, use --exclude superset/translations
+COPY superset superset
+# TODO in the meantime, remove the .po files
+RUN rm superset/translations/*/*/*.po
+
+# Merging translations from backend and frontend stages
+COPY --from=superset-node /app/superset/translations superset/translations
+COPY --from=python-translation-compiler /app/translations_mo superset/translations
 
 HEALTHCHECK CMD curl -f "http://localhost:${SUPERSET_PORT}/health"
-
+CMD ["/app/docker/entrypoints/run-server.sh"]
 EXPOSE ${SUPERSET_PORT}
 
-CMD ["/usr/bin/run-server.sh"]
+######################################################################
+# Final lean image...
+######################################################################
+FROM python-common AS lean
+
+# Install Python dependencies using docker/pip-install.sh
+COPY requirements/base.txt requirements/
+RUN --mount=type=cache,target=/root/.cache/uv \
+    /app/docker/pip-install.sh --requires-build-essential -r requirements/base.txt
+# Install the superset package
+RUN --mount=type=cache,target=/root/.cache/uv \
+    uv pip install .
+
+RUN python -m compileall /app/superset
+
+USER superset
 
 ######################################################################
 # Dev image...
 ######################################################################
-FROM lean AS dev
+FROM python-common AS dev
 
-USER root
-RUN apt-get update -qq \
-    && apt-get install -yqq --no-install-recommends \
-        libnss3 \
-        libdbus-glib-1-2 \
-        libgtk-3-0 \
-        libx11-xcb1 \
-        libasound2 \
-        libxtst6 \
-        git \
-        pkg-config \
-        && rm -rf /var/lib/apt/lists/*
+# Debian libs needed for dev
+RUN /app/docker/apt-install.sh \
+    git \
+    pkg-config \
+    default-libmysqlclient-dev
 
-RUN --mount=type=cache,target=/root/.cache/pip \
-    pip install playwright
-RUN playwright install-deps
-RUN playwright install chromium
+# Copy development requirements and install them
+COPY requirements/*.txt requirements/
+# Install Python dependencies using docker/pip-install.sh
+RUN --mount=type=cache,target=/root/.cache/uv \
+    /app/docker/pip-install.sh --requires-build-essential -r requirements/development.txt
+# Install the superset package
+RUN --mount=type=cache,target=/root/.cache/uv \
+    uv pip install .
 
-# Install GeckoDriver WebDriver
-ARG GECKODRIVER_VERSION=v0.34.0 \
-    FIREFOX_VERSION=125.0.3
-
-RUN apt-get update -qq \
-    && apt-get install -yqq --no-install-recommends wget bzip2 \
-    && wget -q https://github.com/mozilla/geckodriver/releases/download/${GECKODRIVER_VERSION}/geckodriver-${GECKODRIVER_VERSION}-linux64.tar.gz -O - | tar xfz - -C /usr/local/bin \
-    # Install Firefox
-    && wget -q https://download-installer.cdn.mozilla.net/pub/firefox/releases/${FIREFOX_VERSION}/linux-x86_64/en-US/firefox-${FIREFOX_VERSION}.tar.bz2 -O - | tar xfj - -C /opt \
-    && ln -s /opt/firefox/firefox /usr/local/bin/firefox \
-    && apt-get autoremove -yqq --purge wget bzip2 && rm -rf /var/[log,tmp]/* /tmp/* /var/lib/apt/lists/*
-# Cache everything for dev purposes...
-
-COPY --chown=superset:superset requirements/development.txt requirements/
-RUN --mount=type=cache,target=/root/.cache/pip \
-    apt-get update -qq && apt-get install -yqq --no-install-recommends \
-      build-essential \
-    && pip install -r requirements/development.txt \
-    && apt-get autoremove -yqq --purge build-essential \
-    && rm -rf /var/lib/apt/lists/*
+RUN python -m compileall /app/superset
 
 USER superset
+
 ######################################################################
 # CI image...
 ######################################################################
 FROM lean AS ci
 
-COPY --chown=superset:superset --chmod=755 ./docker/*.sh /app/docker/
-
-CMD ["/app/docker/docker-ci.sh"]
+CMD ["/app/docker/entrypoints/docker-ci.sh"]

Makefile

@@ -87,9 +87,6 @@ format: py-format js-format
 py-format: pre-commit
 	pre-commit run black --all-files
 
-py-lint: pre-commit
-	pylint -j 0 superset
-
 js-format:
 	cd superset-frontend; npm run prettier
 

README.md

@@ -19,7 +19,7 @@ under the License.
 
 # Superset
 
-[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
+[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/license/apache-2-0)
 [![GitHub release (latest SemVer)](https://img.shields.io/github/v/release/apache/superset?sort=semver)](https://github.com/apache/superset/tree/latest)
 [![Build Status](https://github.com/apache/superset/workflows/Python/badge.svg)](https://github.com/apache/superset/actions)
 [![PyPI version](https://badge.fury.io/py/apache-superset.svg)](https://badge.fury.io/py/apache-superset)
@@ -134,6 +134,9 @@ Here are some of the major database solutions that are supported:
   <img src="https://superset.apache.org/img/databases/starrocks.png" alt="starrocks" border="0" width="200" />
   <img src="https://superset.apache.org/img/databases/doris.png" alt="doris" border="0" width="200" />
   <img src="https://superset.apache.org/img/databases/oceanbase.svg" alt="oceanbase" border="0" width="220" />
+  <img src="https://superset.apache.org/img/databases/sap-hana.png" alt="oceanbase" border="0" width="220" />
+  <img src="https://superset.apache.org/img/databases/denodo.png" alt="denodo" border="0" width="200" />
+  <img src="https://superset.apache.org/img/databases/ydb.svg" alt="ydb" border="0" width="200" />
 </p>
 
 **A more comprehensive list of supported databases** along with the configuration instructions can be found [here](https://superset.apache.org/docs/configuration/databases).

RELEASING/Dockerfile.from_local_tarball

@@ -34,8 +34,11 @@ RUN apt-get install -y build-essential libssl-dev \
 
 # Install nodejs for custom build
 # https://nodejs.org/en/download/package-manager/
-RUN curl -sL https://deb.nodesource.com/setup_16.x | bash - \
-    && apt-get install -y nodejs
+RUN set -eux; \
+    curl -sL https://deb.nodesource.com/setup_18.x | bash -; \
+    apt-get install -y nodejs; \
+    node --version;
+RUN if ! which npm; then apt-get install -y npm; fi
 
 RUN mkdir -p /home/superset
 RUN chown superset /home/superset

RELEASING/Dockerfile.make_tarball

@@ -17,7 +17,9 @@
 FROM python:3.10-slim-bookworm
 
 RUN apt-get update -y
-RUN apt-get install -y jq
+RUN apt-get install -y \
+    git \
+    jq
 
 COPY make_tarball_entrypoint.sh /entrypoint.sh
 ENTRYPOINT ["/entrypoint.sh"]

RELEASING/README.md

@@ -437,7 +437,7 @@ cd ${SUPERSET_RELEASE_RC}
 python3 -m venv venv
 source venv/bin/activate
 pip install -r requirements/base.txt
-pip install twine
+pip install build twine
 ```
 
 Create the distribution
@@ -455,7 +455,7 @@ cd ../
 ./scripts/translations/generate_po_files.sh
 
 # build the python distribution
-python setup.py sdist
+python -m build
 ```
 
 Publish to PyPI
@@ -466,6 +466,7 @@ an account first if you don't have one, and reference your username
 while requesting access to push packages.
 
 ```bash
+twine upload dist/apache_superset-${SUPERSET_VERSION}-py3-none-any.whl
 twine upload dist/apache-superset-${SUPERSET_VERSION}.tar.gz
 ```
 
@@ -505,7 +506,7 @@ We also need to update the Environment section of [ISSUE_TEMPLATE/bug-report.yml
 
 Docker release with proper tags should happen automatically as version
 tags get pushed to the `apache/superset` GitHub repository through this
-[GitHub action](https://github.com/apache/superset/blob/master/.github/workflows/docker-release.yml)
+[GitHub action](https://github.com/apache/superset/blob/master/.github/workflows/docker.yml)
 
 Note that this GH action implements a `workflow_dispatch` trigger,
 meaning that it can be triggered manually from the GitHub UI. If anything

RELEASING/changelog.py

@@ -272,14 +272,14 @@ class GitLogs:
 
     @staticmethod
     def _git_get_current_head() -> str:
-        output = os.popen("git status | head -1").read()
+        output = os.popen("git status | head -1").read()  # noqa: S605, S607
         match = re.match("(?:HEAD detached at|On branch) (.*)", output)
         if not match:
             return ""
         return match.group(1)
 
     def _git_checkout(self, git_ref: str) -> None:
-        os.popen(f"git checkout {git_ref}").read()
+        os.popen(f"git checkout {git_ref}").read()  # noqa: S605
         current_head = self._git_get_current_head()
         if current_head != git_ref:
             print(f"Could not checkout {git_ref}")
@@ -290,7 +290,7 @@ class GitLogs:
         current_git_ref = self._git_get_current_head()
         self._git_checkout(self._git_ref)
         output = (
-            os.popen('git --no-pager log --pretty=format:"%h|%an|%ae|%ad|%s|"')
+            os.popen('git --no-pager log --pretty=format:"%h|%an|%ae|%ad|%s|"')  # noqa: S605, S607
             .read()
             .split("\n")
         )

RELEASING/generate_email.py

@@ -31,7 +31,7 @@ except ModuleNotFoundError:
 RECEIVER_EMAIL = "dev@superset.apache.org"
 PROJECT_NAME = "Superset"
 PROJECT_MODULE = "superset"
-PROJECT_DESCRIPTION = "Apache Superset is a modern, enterprise-ready business intelligence web application."
+PROJECT_DESCRIPTION = "Apache Superset is a modern, enterprise-ready business intelligence web application."  # noqa: E501
 
 
 def string_comma_to_list(message: str) -> list[str]:

RELEASING/release-notes-1-0/README.md

@@ -102,7 +102,7 @@ Some of the new features in this release are disabled by default. Each has a fea
 This release includes **hundreds** of bugfixes and stability enhancements. Future major releases will have a continued emphasis on providing a stable and bug-free experience for the user.
 
 # PR Highlights
-Below is a highlight of the PRs included in this update. The full list is much longer, and can be found [here](apache/incubator-superset/CHANGELOG.md).
+Below is a highlight of the PRs included in this update. The full list is much longer, and can be found [here](https://github.com/apache/superset/blob/master/CHANGELOG.md).
 
 ## User Experience
 - Revert "refactor: Remove usages of reactable from TimeTable (#11046)" (#[11150](https://github.com/apache/incubator-superset/pull/11150))
@@ -222,4 +222,4 @@ Below is a highlight of the PRs included in this update. The full list is much l
 ## Complete Changelog
 Backwards incompatible changes and can be found [here](../../UPDATING.md).
 
-To see the complete changelog, see [apache/incubator-superset/CHANGELOG.md](https://github.com/apache/superset/blob/master/CHANGELOG.md)
+To see the complete changelog, see [apache/superset/CHANGELOG.md](https://github.com/apache/superset/blob/master/CHANGELOG.md)

RELEASING/release-notes-1-5/README.md

@@ -137,6 +137,6 @@ when available.
 **Changelog**
 
 To see the complete changelog in this release, head to
-[CHANGELOG.MD](https://github.com/apache/superset/blob/1.5/CHANGELOG/1.5.0.md).
+[CHANGELOG.MD](https://github.com/apache/superset/blob/master/CHANGELOG/1.5.0.md).
 As mentioned earlier, this release has a MASSIVE amount of bug fixes. The full
 changelog lists all of them!

RELEASING/release-notes-4-1/README.md

@@ -0,0 +1,140 @@
+<!--
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+
+# Release Notes for Superset 4.1.0
+
+Superset 4.1.0 brings a range of new features and quality of life improvements.  This release is a minor version, meaning it doesn't include any breaking changes. However, users of basic Superset docker images like `4.1.0` should see the note at the bottom of this file about [changes to those builds](/RELEASING/release-notes-4-1/README.md#change-to-docker-image-builds).
+
+## Highlights
+
+Here are some of the highlights of this release.
+
+### Big Number With Time Period Updates
+
+We released a [Big Number with Time Period Comparison](https://github.com/apache/superset/pull/26908) chart as part of Superset 4.0. With the latest update, there are now [color options](https://github.com/apache/superset/pull/27524) for comparisons. The chart now also uses [standardize controls](https://github.com/apache/superset/pull/27193) such that when switching charts will maintain the selected metrics. To enable the new chart, you'll need to enable the `CHART_PLUGINS_EXPERIMENTAL` feature flag.
+
+<div>
+    <image src="media/big_number_chart.png" alt="Image" width="100%">
+</div>
+
+### Table with Time Comparison
+Added functionality to do [table time comparisons](https://github.com/apache/superset/pull/28057). This will help improve and facilitate efficient data analysis.
+
+<div>
+    <image src="media/table_with_time.png" alt="Image" width="100%">
+</div>
+
+### New ECharts Versions
+
+The new ECharts [Heatmap](https://github.com/apache/superset/pull/25353) has been added. Compared to the legacy Heatmap, it has more accurate percentage calculations, server side sorting to respect row limits, and a more interactive legend control that allows selecting a subset of values.
+
+<div>
+    <image src="media/heatmap.png" alt="Image" width="100%">
+</div>
+
+We also added a new ECharts [Histogram](https://github.com/apache/superset/pull/28652) chart. The new chart will help visualize patterns, clusters, and outliers in the data and provides insights into its shape, central tendency, and spread.
+
+<div>
+    <image src="media/histogram.png" alt="Image" width="100%">
+</div>
+
+A new Echarts [Sankey](https://github.com/apache/superset/pull/29329) chart now exists. The chart visually tracks the movement and transformation of values across system stages.
+
+<div>
+    <image src="media/sankey.png" alt="Image" width="100%">
+</div>
+
+You can use the CLI command to migrate Area, Bubble, Line, Sankey, [Heatmap](https://github.com/apache/superset/pull/27771), and [Histogram](https://github.com/apache/superset/pull/28780) chart types but we'll add more as the ECharts migrations continue. Note that migrations for deprecated charts may be forced in upcoming major versions when the code is removed. Running migrations earlier will allow you to de-risk future upgrades while improving user experience.
+
+```bash
+Usage: superset viz-migrations [OPTIONS] COMMAND [ARGS]...
+
+  Migrates a viz from one type to another.
+
+Commands:
+  downgrade  Downgrades a viz to the previous version.
+  upgrade    Upgrade a viz to the latest version.
+```
+
+Note: When migrating dashboards from one Superset instance to another (using import/export features or the Superset CLI), or restoring a backup of prior charts and dashboards, Superset will apply the existing migrations that are used during version upgrades. This will ensure that your charts and dashboards are using the latest and greatest charts that Superset officially supports. For any migration issues, feel free to [open a new issue](https://github.com/apache/superset/issues/new?assignees=&labels=bug&projects=&template=bug-report.yml) in the repo.
+
+### Improved Upload Forms
+
+We've made design changes to the [CSV](https://github.com/apache/superset/pull/27840), [Excel](https://github.com/apache/superset/pull/28105), and [Columnar](https://github.com/apache/superset/pull/28192
+) upload modals to improve user experience and to be more performant. The new designs has the following goals:
+
+- Improved error handling.
+- Better backend parameter validation.
+- More aligned with our other modal dialogs
+
+#### CSV
+<div>
+    <img src="media/csv_modal_1.png" alt="Image" width="25%">
+    <img src="media/csv_modal_2.png" alt="Image" width="25%">
+    <img src="media/csv_modal_3.png" alt="Image" width="25%">
+    <img src="media/csv_modal_4.png" alt="Image" width="25%">
+</div>
+
+#### Excel
+<div>
+    <img src="media/excel_modal_1.png" alt="Image" width="25%">
+    <img src="media/excel_modal_2.png" alt="Image" width="25%">
+    <img src="media/excel_modal_3.png" alt="Image" width="25%">
+    <img src="media/excel_modal_4.png" alt="Image" width="25%">
+</div>
+
+#### Columnar
+<div>
+    <img src="media/columnar_modal_1.png" alt="Image" width="33%">
+    <img src="media/columnar_modal_2.png" alt="Image" width="33%">
+    <img src="media/columnar_modal_3.png" alt="Image" width="33%">
+</div>
+
+
+### OAuth2 For Databases
+
+You now have the ability to enable [OAuth2](https://github.com/apache/superset/pull/27631) for databases like BigQuery, Snowflake, Dremio, Databricks, Google Sheets, etc. When enabled, it will allow users to connect to Oauth2 enabled databases with their own credentials.
+
+### Catalog Support For Databases
+
+Added support for the [catalog heirachy](https://github.com/apache/superset/pull/28317) for databases that support it, such as [BigQuery (projects), Databricks, Presto, Snowflake, and Trino](https://github.com/apache/superset/pull/28416). Once enabled, users will see catalogs when selecting tables in [SQL Lab, datasets](https://github.com/apache/superset/pull/28376), and when setting up Data Access Roles
+
+### Slack Upload Files V2 API Updates
+As part of [[SIP-138] Proposal for Slack file upload V2 integration for Alerts and Reports](https://github.com/apache/superset/issues/29263) we now have support for Slack file upload files v2 API call. This feature is behind the feature flag `ALERT_REPORT_SLACK_V2` and also changes the Slack channel to a selector. You may also need to add the following scopes (`channels:read`, `group:read`) to your Slack bot to work.
+
+<div>
+    <image src="media/slack_modal.png" alt="Image" width="100%">
+</div>
+
+### Total and Percentages In Tooltips For ECharts
+
+Users can now see both the [total and percentage in tooltips](https://github.com/apache/superset/pull/27950) for ECharts.
+
+<div>
+    <image src="media/tooltips.png" alt="Image" width="100%">
+</div>
+
+### Additional Metadata Bar To Dashboards
+
+There is now a [metadata bar](https://github.com/apache/superset/pull/27857) added to the header of dashboards. This will now show viewers of the dashboard both the owners and last modified time of the dashboard.
+
+
+## Change to Docker image builds
+
+Starting in 4.1.0, the release's docker image does not ship with drivers needed to operate Superset. Users may need to install a driver for their metadata database (MySQL or Postgres) as well as the driver for their data warehouse. This is a result of changes to the `lean` docker image that official releases come from; see [Docker Build Presets](/docs/docs/installation/docker-builds.mdx#build-presets) for more details.

RELEASING/verify_release.py

@@ -23,12 +23,12 @@ from typing import Optional
 
 import requests
 
-# Part 1: Verify SHA512 hash - this is the same as running `shasum -a 512 {release}` and comparing it against `{release}.sha512`
+# Part 1: Verify SHA512 hash - this is the same as running `shasum -a 512 {release}` and comparing it against `{release}.sha512`  # noqa: E501
 
 
 def get_sha512_hash(filename: str) -> str:
     """Run the shasum command on the file and return the SHA512 hash."""
-    result = subprocess.run(["shasum", "-a", "512", filename], stdout=subprocess.PIPE)
+    result = subprocess.run(["shasum", "-a", "512", filename], stdout=subprocess.PIPE)  # noqa: S603, S607
     sha512_hash = result.stdout.decode().split()[0]
     return sha512_hash
 
@@ -43,7 +43,7 @@ def read_sha512_file(filename: str) -> str:
 
 
 def verify_sha512(filename: str) -> str:
-    """Verify if the SHA512 hash of the file matches with the hash in the .sha512 file."""
+    """Verify if the SHA512 hash of the file matches with the hash in the .sha512 file."""  # noqa: E501
     sha512_hash = get_sha512_hash(filename)
     sha512_file_content = read_sha512_file(filename)
 
@@ -53,47 +53,56 @@ def verify_sha512(filename: str) -> str:
         return "SHA failed"
 
 
-# Part 2: Verify RSA key - this is the same as running `gpg --verify {release}.asc {release}` and comparing the RSA key and email address against the KEYS file
+# Part 2: Verify RSA key - this is the same as running `gpg --verify {release}.asc {release}` and comparing the RSA key and email address against the KEYS file  # noqa: E501
 
 
 def get_gpg_info(filename: str) -> tuple[Optional[str], Optional[str]]:
     """Run the GPG verify command and extract RSA key and email address."""
     asc_filename = filename + ".asc"
-    result = subprocess.run(
-        ["gpg", "--verify", asc_filename, filename], capture_output=True
+    result = subprocess.run(  # noqa: S603
+        ["gpg", "--verify", asc_filename, filename],  # noqa: S607
+        capture_output=True,  # noqa: S607
     )
     output = result.stderr.decode()
 
     rsa_key = re.search(r"RSA key ([0-9A-F]+)", output)
+    eddsa_key = re.search(r"EDDSA key ([0-9A-F]+)", output)
     email = re.search(r'issuer "([^"]+)"', output)
 
     rsa_key_result = rsa_key.group(1) if rsa_key else None
+    eddsa_key_result = eddsa_key.group(1) if eddsa_key else None
     email_result = email.group(1) if email else None
 
-    # Debugging: print warnings if rsa_key or email is not found
-    if rsa_key_result is None:
-        print("Warning: No RSA key found in GPG verification output.")
-    if email_result is None:
+    key_result = rsa_key_result or eddsa_key_result
+
+    # Debugging:
+    if key_result:
+        print("RSA or EDDSA Key found")
+    else:
+        print("Warning: No RSA or EDDSA key found in GPG verification output.")
+    if email_result:
+        print("email found")
+    else:
         print("Warning: No email address found in GPG verification output.")
 
-    return rsa_key_result, email_result
+    return key_result, email_result
 
 
-def verify_rsa_key(rsa_key: str, email: Optional[str]) -> str:
-    """Fetch the KEYS file and verify if the RSA key and email match."""
+def verify_key(key: str, email: Optional[str]) -> str:
+    """Fetch the KEYS file and verify if the RSA/EDDSA key and email match."""
     url = "https://downloads.apache.org/superset/KEYS"
-    response = requests.get(url)
+    response = requests.get(url)  # noqa: S113
     if response.status_code == 200:
-        if rsa_key not in response.text:
-            return "RSA key not found on KEYS page"
+        if key not in response.text:
+            return "RSA/EDDSA key not found on KEYS page"
 
         # Check if email is None or not in response.text
         if email and email in response.text:
-            return "RSA key and email verified against Apache KEYS file"
+            return "RSA/EDDSA key and email verified against Apache KEYS file"
         elif email:
-            return "RSA key verified, but Email not found on KEYS page"
+            return "RSA/EDDSA key verified, but Email not found on KEYS page"
         else:
-            return "RSA key verified, but Email not available for verification"
+            return "RSA/EDDSA key verified, but Email not available for verification"
     else:
         return "Failed to fetch KEYS file"
 
@@ -103,9 +112,9 @@ def verify_sha512_and_rsa(filename: str) -> None:
     sha_result = verify_sha512(filename)
     print(sha_result)
 
-    rsa_key, email = get_gpg_info(filename)
-    if rsa_key:
-        rsa_result = verify_rsa_key(rsa_key, email)
+    key, email = get_gpg_info(filename)
+    if key:
+        rsa_result = verify_key(key, email)
         print(rsa_result)
     else:
         print("GPG verification failed: RSA key or email not found")

RESOURCES/FEATURE_FLAGS.md

@@ -45,7 +45,7 @@ These features are **finished** but currently being tested. They are usable, but
 - CACHE_IMPERSONATION
 - CONFIRM_DASHBOARD_DIFF
 - DRILL_TO_DETAIL
-- DYNAMIC_PLUGINS: [(docs)](https://superset.apache.org/docs/configuration/running-on-kubernetes)
+- DYNAMIC_PLUGINS
 - ENABLE_SUPERSET_META_DB: [(docs)](https://superset.apache.org/docs/configuration/databases/#querying-across-databases)
 - ESTIMATE_QUERY_COST
 - GLOBAL_ASYNC_QUERIES [(docs)](https://github.com/apache/superset/blob/master/CONTRIBUTING.md#async-chart-queries)
@@ -68,9 +68,16 @@ These features flags are **safe for production**. They have been tested and will
 - DISABLE_LEGACY_DATASOURCE_EDITOR
 
 ### Flags retained for runtime configuration
+
+Currently some of our feature flags act as dynamic configurations that can changed
+on the fly. This acts in contradiction with the typical ephemeral feature flag use case,
+where the flag is used to mature a feature, and eventually deprecated once the feature is
+solid. Eventually we'll likely refactor these under a more formal "dynamic configurations" managed
+independently. This new framework will also allow for non-boolean configurations.
+
 - ALERTS_ATTACH_REPORTS
 - ALLOW_ADHOC_SUBQUERY
-- DASHBOARD_RBAC [(docs)](https://superset.apache.org/docs/using-superset/first-dashboard#manage-access-to-dashboards)
+- DASHBOARD_RBAC [(docs)](https://superset.apache.org/docs/using-superset/creating-your-first-dashboard#manage-access-to-dashboards)
 - DATAPANEL_CLOSED_BY_DEFAULT
 - DRUID_JOINS
 - EMBEDDABLE_CHARTS
@@ -79,6 +86,7 @@ These features flags are **safe for production**. They have been tested and will
 - ESCAPE_MARKDOWN_HTML
 - LISTVIEWS_DEFAULT_CARD_VIEW
 - SCHEDULED_QUERIES [(docs)](https://superset.apache.org/docs/configuration/alerts-reports)
+- SLACK_ENABLE_AVATARS (see `superset/config.py` for more information)
 - SQLLAB_BACKEND_PERSISTENCE
 - SQL_VALIDATORS_BY_ENGINE [(docs)](https://superset.apache.org/docs/configuration/sql-templating)
 - THUMBNAILS [(docs)](https://superset.apache.org/docs/configuration/cache)

RESOURCES/INTHEWILD.md

@@ -28,26 +28,27 @@ Join our growing community!
 
 ### Sharing Economy
 - [Airbnb](https://github.com/airbnb)
-- [Faasos](http://faasos.com/) [@shashanksingh]
+- [Faasos](https://faasos.com/) [@shashanksingh]
+- [Free2Move](https://www.free2move.com/) [@PaoloTerzi]
 - [Hostnfly](https://www.hostnfly.com/) [@alexisrosuel]
-- [Lime](https://www.limebike.com/) [@cxmcc]
+- [Lime](https://www.li.me/) [@cxmcc]
 - [Lyft](https://www.lyft.com/)
 - [Ontruck](https://www.ontruck.com/)
 
 ### Financial Services
-- [Aktia Bank plc](https://www.aktia.com) [@villebro]
+- [Aktia Bank plc](https://www.aktia.com)
 - [American Express](https://www.americanexpress.com) [@TheLastSultan]
+- [bumper](https://www.bumper.co/) [@vasu-ram, @JamiePercival]
 - [Cape Crypto](https://capecrypto.com)
-- [Capital Service S.A.](http://capitalservice.pl) [@pkonarzewski]
-- [Clark.de](http://clark.de/)
+- [Capital Service S.A.](https://capitalservice.pl) [@pkonarzewski]
+- [Clark.de](https://clark.de/)
 - [KarrotPay](https://www.daangnpay.com/)
 - [Taveo](https://www.taveo.com) [@codek]
+- [Unit](https://www.unit.co/about-us) [@amitmiran137]
 - [Wise](https://wise.com) [@koszti]
-- [Xendit](http://xendit.co/) [@LieAlbertTriAdrian]
-- [bumper](https://www.bumper.co/) [@vasu-ram, @JamiePercival]
+- [Xendit](https://xendit.co/) [@LieAlbertTriAdrian]
 
 ### Gaming
-- [Digit Game Studios](https://www.digitgaming.com/)
 - [Popoko VM Games Studio](https://popoko.live)
 
 ### E-Commerce
@@ -55,19 +56,19 @@ Join our growing community!
 - [Bazaar Technologies](https://www.bazaartech.com) [@umair-abro]
 - [Dragonpass](https://www.dragonpass.com.cn/) [@zhxjdwh]
 - [Dropit Shopping](https://www.dropit.shop/) [@dropit-dev]
-- [Fanatics](https://www.fanatics.com) [@coderfender]
-- [Fordeal](http://www.fordeal.com) [@Renkai]
+- [Fanatics](https://www.fanatics.com/) [@coderfender]
+- [Fordeal](https://www.fordeal.com) [@Renkai]
 - [GFG - Global Fashion Group](https://global-fashion-group.com) [@ksaagariconic]
-- [HuiShouBao](http://www.huishoubao.com/) [@Yukinoshita-Yukino]
+- [HuiShouBao](https://www.huishoubao.com/) [@Yukinoshita-Yukino]
 - [Now](https://www.now.vn/) [@davidkohcw]
 - [Qunar](https://www.qunar.com/) [@flametest]
 - [Rakuten Viki](https://www.viki.com)
 - [Shopee](https://shopee.sg) [@xiaohanyu]
 - [Shopkick](https://www.shopkick.com) [@LAlbertalli]
-- [Tails.com](https://tails.com) [@alanmcruickshank]
-- [THE ICONIC](http://theiconic.com.au/) [@ksaagariconic]
+- [Tails.com](https://tails.com/gb/) [@alanmcruickshank]
+- [THE ICONIC](https://theiconic.com.au/) [@ksaagariconic]
 - [Utair](https://www.utair.ru) [@utair-digital]
-- [VkusVill](https://www.vkusvill.ru) [@ETselikov]
+- [VkusVill](https://vkusvill.ru/) [@ETselikov]
 - [Zalando](https://www.zalando.com) [@dmigo]
 - [Zalora](https://www.zalora.com) [@ksaagariconic]
 
@@ -78,49 +79,47 @@ Join our growing community!
 - [Astronomer](https://www.astronomer.io) [@ryw]
 - [Avesta Technologies](https://avestatechnologies.com/) [@TheRum]
 - [Caizin](https://caizin.com/) [@tejaskatariya]
-- [Careem](https://www.careem.com/) [@SamraHanifCareem]
+- [Careem](https://www.careem.com/) [@samraHanif0340]
 - [Cloudsmith](https://cloudsmith.io) [@alancarson]
-- [CnOvit](http://www.cnovit.com/) [@xieshaohu]
 - [Cyberhaven](https://www.cyberhaven.com/) [@toliver-ch]
 - [Deepomatic](https://deepomatic.com/) [@Zanoellia]
 - [Dial Once](https://www.dial-once.com/)
 - [Dremio](https://dremio.com) [@narendrans]
+- [EFinance](https://www.efinance.com.eg) [@habeeb556]
+- [Elestio](https://elest.io/) [@kaiwalyakoparkar]
 - [ELMO Cloud HR & Payroll](https://elmosoftware.com.au/)
-- [Endress+Hauser](http://www.endress.com/) [@rumbin]
-- [FBK - ICT center](http://ict.fbk.eu)
+- [Endress+Hauser](https://www.endress.com/) [@rumbin]
+- [FBK - ICT center](https://ict.fbk.eu)
 - [Gavagai](https://gavagai.io) [@gavagai-corp]
-- [GfK Data Lab](http://datalab.gfk.com) [@mherr]
-- [GrowthSimple](https://growthsimple.ai/)
+- [GfK Data Lab](https://www.gfk.com/home) [@mherr]
 - [Hydrolix](https://www.hydrolix.io/)
 - [Intercom](https://www.intercom.com/) [@kate-gallo]
 - [jampp](https://jampp.com/)
-- [Konfío](http://konfio.mx) [@uis-rodriguez]
+- [Konfío](https://konfio.mx) [@uis-rodriguez]
 - [Mainstrat](https://mainstrat.com/)
-- [mishmash io](https://mishmash.io/)[@mishmash-io]
-- [Myra Labs](http://www.myralabs.com/) [@viksit]
-- [Nielsen](http://www.nielsen.com/) [@amitNielsen]
+- [mishmash io](https://mishmash.io/) [@mishmash-io]
+- [Myra Labs](https://www.myralabs.com/) [@viksit]
+- [Nielsen](https://www.nielsen.com/) [@amitNielsen]
 - [Ona](https://ona.io) [@pld]
 - [Orange](https://www.orange.com) [@icsu]
 - [Oslandia](https://oslandia.com)
 - [Peak AI](https://www.peak.ai/) [@azhar22k]
 - [PeopleDoc](https://www.people-doc.com) [@rodo]
+- [PlaidCloud](https://www.plaidcloud.com)
 - [Preset, Inc.](https://preset.io)
-- [Pronto Tools](http://www.prontotools.io) [@zkan]
 - [PubNub](https://pubnub.com) [@jzucker2]
 - [ReadyTech](https://www.readytech.io)
 - [Reward Gateway](https://www.rewardgateway.com)
 - [ScopeAI](https://www.getscopeai.com) [@iloveluce]
-- [Showmax](https://tech.showmax.com) [@bobek]
-- [source{d}](https://www.sourced.tech) [@marnovo]
-- [Steamroot](https://streamroot.io/)
+- [Showmax](https://showmax.com) [@bobek]
 - [TechAudit](https://www.techaudit.info) [@ETselikov]
 - [Tenable](https://www.tenable.com) [@dflionis]
-- [Tentacle](https://public.tentaclecmi.com) [@jdclarke5]
+- [Tentacle](https://www.linkedin.com/company/tentacle-cmi/) [@jdclarke5]
 - [timbr.ai](https://timbr.ai/) [@semantiDan]
-- [Tobii](http://www.tobii.com/) [@dwa]
+- [Tobii](https://www.tobii.com/) [@dwa]
 - [Tooploox](https://www.tooploox.com/) [@jakubczaplicki]
-- [Unvired](https://unvired.com)[@srinisubramanian]
-- [Whale](http://whale.im)
+- [Unvired](https://unvired.com) [@srinisubramanian]
+- [Whale](https://whale.im)
 - [Windsor.ai](https://www.windsor.ai/) [@octaviancorlade]
 - [Zeta](https://www.zeta.tech/) [@shaikidris]
 
@@ -132,16 +131,16 @@ Join our growing community!
 - [Kuaishou](https://www.kuaishou.com/) [@zhaoyu89730105]
 - [Netflix](https://www.netflix.com/)
 - [Prensa Iberica](https://www.prensaiberica.es/) [@zamar-roura]
-- [TME QQMUSIC/WESING](https://www.tencentmusic.com/)[@shenyuanli,@marklaw]
+- [TME QQMUSIC/WESING](https://www.tencentmusic.com/) [@shenyuanli,@marklaw]
 - [Xite](https://xite.com/) [@shashankkoppar]
-- [Zaihang](http://www.zaih.com/)
+- [Zaihang](https://www.zaih.com/)
 
 ### Education
 - [Aveti Learning](https://avetilearning.com/) [@TheShubhendra]
 - [Brilliant.org](https://brilliant.org/)
 - [Platzi.com](https://platzi.com/)
 - [Sunbird](https://www.sunbird.org/) [@eksteporg]
-- [The GRAPH Network](https://thegraphnetwork.org/)[@fccoelho]
+- [The GRAPH Network](https://thegraphnetwork.org/) [@fccoelho]
 - [Udemy](https://www.udemy.com/) [@sungjuly]
 - [VIPKID](https://www.vipkid.com.cn/) [@illpanda]
 - [WikiMedia Foundation](https://wikimediafoundation.org) [@vg]
@@ -155,24 +154,25 @@ Join our growing community!
 
 ### Healthcare
 - [Amino](https://amino.com) [@shkr]
-- [Beans](https://www.beans.fi) [@kakoni]
 - [Bluesquare](https://www.bluesquarehub.com/) [@madewulf]
-- [Care](https://www.getcare.io/)[@alandao2021]
+- [Care](https://www.getcare.io/) [@alandao2021]
 - [Living Goods](https://www.livinggoods.org) [@chelule]
 - [Maieutical Labs](https://maieuticallabs.it) [@xrmx]
-- [QPID Health](http://www.qpidhealth.com/)
+- [Medic](https://medic.org) [@1yuv]
 - [REDCap Cloud](https://www.redcapcloud.com/)
-- [TrustMedis](https://trustmedis.com) [@famasya]
+- [TrustMedis](https://trustmedis.com/) [@famasya]
 - [WeSure](https://www.wesure.cn/)
+- [2070Health](https://2070health.com/)
 
 ### HR / Staffing
 - [Swile](https://www.swile.co/) [@PaoloTerzi]
 - [Symmetrics](https://www.symmetrics.fyi)
 - [bluquist](https://bluquist.com/)
 
-### Government
+### Government / Non-Profit
 - [City of Ann Arbor, MI](https://www.a2gov.org/) [@sfirke]
 - [RIS3 Strategy of CZ, MIT CR](https://www.ris3.cz/) [@RIS3CZ]
+- [NRLM - Sarathi, India](https://pib.gov.in/PressReleasePage.aspx?PRID=1999586)
 
 ### Travel
 - [Agoda](https://www.agoda.com/) [@lostseaway, @maiake, @obombayo]
@@ -189,6 +189,6 @@ Join our growing community!
 - [komoot](https://www.komoot.com/) [@christophlingg]
 - [Let's Roam](https://www.letsroam.com/)
 - [Onebeat](https://1beat.com/) [@GuyAttia]
-- [Twitter](https://twitter.com/)
+- [X](https://x.com/)
 - [VLMedia](https://www.vlmedia.com.tr/) [@ibotheperfect]
 - [Yahoo!](https://yahoo.com/)

UPDATING.md

@@ -22,6 +22,18 @@ under the License.
 This file documents any backwards-incompatible changes in Superset and
 assists people when migrating to a new version.
 
+## Next
+
+- [31198](https://github.com/apache/superset/pull/31198) Disallows by default the use of the following ClickHouse functions: "version", "currentDatabase", "hostName".
+- [29798](https://github.com/apache/superset/pull/29798) Since 3.1.0, the intial schedule for an alert or report was mistakenly offset by the specified timezone's relation to UTC. The initial schedule should now begin at the correct time.
+- [30021](https://github.com/apache/superset/pull/30021) The `dev` layer in our Dockerfile no long includes firefox binaries, only Chromium to reduce bloat/docker-build-time.
+- [30099](https://github.com/apache/superset/pull/30099) Translations are no longer included in the default docker image builds. If your environment requires translations, you'll want to set the docker build arg `BUILD_TRANSACTION=true`.
+- [31262](https://github.com/apache/superset/pull/31262) NOTE: deprecated `pylint` in favor of `ruff` as our only python linter. Only affect development workflows positively (not the release itself). It should cover most important rules, be much faster, but some things linting rules that were enforced before may not be enforce in the exact same way as before.
+- [31173](https://github.com/apache/superset/pull/31173) Modified `fetch_csrf_token` to align with HTTP standards, particularly regarding how cookies are handled. If you encounter any issues related to CSRF functionality, please report them as a new issue and reference this PR for context.
+- [31385](https://github.com/apache/superset/pull/31385) Significant docker refactor, reducing access levels for the `superset` user, streamlining layer building, ...
+
+### Potential Downtime
+
 ## 4.1.0
 
 - [29274](https://github.com/apache/superset/pull/29274): We made it easier to trigger CI on your
@@ -32,9 +44,9 @@ assists people when migrating to a new version.
   `requirements/` folder. If you use these files for your builds you may want to double
   check that your builds are not affected. `base.txt` should be the same as before, though
   `development.txt` becomes a bigger set, incorporating the now defunct local,testing,integration, and docker
-- [27434](https://github.com/apache/superset/pull/27434/files): DO NOT USE our docker-compose.\*
+- [27434](https://github.com/apache/superset/pull/27434/files): DO NOT USE our docker compose.\*
   files for production use cases! While we never really supported
-  or should have tried to support docker-compose for production use cases, we now actively
+  or should have tried to support docker compose for production use cases, we now actively
   have taken a stance against supporting it. See the PR for details.
 - [24112](https://github.com/apache/superset/pull/24112): Python 3.10 is now the recommended python version to use, 3.9 still
   supported but getting deprecated in the nearish future. CI/CD runs on py310 so you probably want to align. If you
@@ -58,6 +70,7 @@ assists people when migrating to a new version.
   backend, as well as the .json files used by the frontend. If you were doing anything before
   as part of your bundling to expose translation packages, it's probably not needed anymore.
 - [29264](https://github.com/apache/superset/pull/29264) Slack has updated its file upload api, and we are now supporting this new api in Superset, although the Slack api is not backward compatible. The original Slack integration is deprecated and we will require a new Slack scope `channels:read` to be added to Slack workspaces in order to use this new api. In an upcoming release, we will make this new Slack scope mandatory and remove the old Slack functionality.
+- [30274](https://github.com/apache/superset/pull/30274) Moved SLACK_ENABLE_AVATAR from config.py to the feature flag framework, please adapt your configs.
 
 ### Potential Downtime
 
@@ -115,7 +128,7 @@ assists people when migrating to a new version.
 - [24911](https://github.com/apache/superset/pull/24911): Changes the column type from `TEXT` to `MediumText` in table `logs`, potentially requiring a table lock on MySQL dbs or taking some time to complete on large deployments.
 - [24939](https://github.com/apache/superset/pull/24939): Augments the foreign key constraints for the `embedded_dashboards` table to include an explicit CASCADE ON DELETE to ensure the relevant records are deleted when a dashboard is deleted. Scheduled downtime may be advised.
 - [24938](https://github.com/apache/superset/pull/24938): Augments the foreign key constraints for the `dashboard_slices` table to include an explicit CASCADE ON DELETE to ensure the relevant records are deleted when a dashboard or slice is deleted. Scheduled downtime may be advised.
-- [24628]https://github.com/apache/superset/pull/24628): Augments the foreign key constraints for the `dashboard_owner`, `report_schedule_owner`, and `slice_owner` tables to include an explicit CASCADE ON DELETE to ensure the relevant ownership records are deleted when a dataset is deleted. Scheduled downtime may be advised.
+- [24628](https://github.com/apache/superset/pull/24628): Augments the foreign key constraints for the `dashboard_owner`, `report_schedule_owner`, and `slice_owner` tables to include an explicit CASCADE ON DELETE to ensure the relevant ownership records are deleted when a dataset is deleted. Scheduled downtime may be advised.
 - [24488](https://github.com/apache/superset/pull/24488): Augments the foreign key constraints for the `sql_metrics`, `sqlatable_user`, and `table_columns` tables which reference the `tables` table to include an explicit CASCADE ON DELETE to ensure the relevant records are deleted when a dataset is deleted. Scheduled downtime may be advised.
 - [24232](https://github.com/apache/superset/pull/24232): Enables ENABLE_TEMPLATE_REMOVE_FILTERS, DRILL_TO_DETAIL, DASHBOARD_CROSS_FILTERS by default, marks VERSIONED_EXPORT and ENABLE_TEMPLATE_REMOVE_FILTERS as deprecated.
 - [23652](https://github.com/apache/superset/pull/23652): Enables GENERIC_CHART_AXES feature flag by default.
@@ -131,7 +144,7 @@ assists people when migrating to a new version.
 
 ### Breaking Changes
 
-- [24686]https://github.com/apache/superset/pull/24686): All dataset's custom explore_url are handled as relative URLs on the frontend, behaviour controlled by PREVENT_UNSAFE_DEFAULT_URLS_ON_DATASET.
+- [24686](https://github.com/apache/superset/pull/24686): All dataset's custom explore_url are handled as relative URLs on the frontend, behaviour controlled by PREVENT_UNSAFE_DEFAULT_URLS_ON_DATASET.
 - [24262](https://github.com/apache/superset/pull/24262): Enabled `TALISMAN_ENABLED` flag by default and provided stricter default Content Security Policy
 - [24415](https://github.com/apache/superset/pull/24415): Removed the obsolete Druid NoSQL REGEX operator.
 - [24423](https://github.com/apache/superset/pull/24423): Removed deprecated APIs `/superset/slice_json/...`, `/superset/annotation_json/...`
@@ -227,7 +240,8 @@ assists people when migrating to a new version.
 - [19273](https://github.com/apache/superset/pull/19273): The `SUPERSET_CELERY_WORKERS` and `SUPERSET_WORKERS` config keys has been removed. Configure Celery directly using `CELERY_CONFIG` on Superset.
 - [19231](https://github.com/apache/superset/pull/19231): The `ENABLE_REACT_CRUD_VIEWS` feature flag has been removed (permanently enabled). Any deployments which had set this flag to false will need to verify that the React views support their use case.
 - [19230](https://github.com/apache/superset/pull/19230): The `ROW_LEVEL_SECURITY` feature flag has been removed (permanently enabled). Any deployments which had set this flag to false will need to verify that the presence of the Row Level Security feature does not interfere with their use case.
-- [19168](https://github.com/apache/superset/pull/19168): Celery upgrade to 5.X resulted in breaking changes to its command line invocation. Please follow [these](https://docs.celeryq.dev/en/stable/whatsnew-5.2.html#step-1-adjust-your-command-line-invocation) instructions for adjustments. Also consider migrating you Celery config per [here](https://docs.celeryq.dev/en/stable/userguide/configuration.html#conf-old-settings-map).
+- [19168](https://github.com/apache/superset/pull/19168): Celery upgrade to 5.X resulted in breaking changes to its command line invocation.
+  html#step-1-adjust-your-command-line-invocation) instructions for adjustments. Also consider migrating you Celery config per [here](https://docs.celeryq.dev/en/stable/userguide/configuration.html#conf-old-settings-map).
 - [19142](https://github.com/apache/superset/pull/19142): The `VERSIONED_EXPORT` config key is now `True` by default.
 - [19113](https://github.com/apache/superset/pull/19113): The `ENABLE_JAVASCRIPT_CONTROLS` config key has moved from an app config to a feature flag. Any deployments who overrode this setting will now need to override the feature flag from here onward.
 - [19107](https://github.com/apache/superset/pull/19107): The `SQLLAB_BACKEND_PERSISTENCE` feature flag is now `True` by default, which enables persisting SQL Lab tabs in the backend instead of the browser's `localStorage`.
@@ -315,8 +329,7 @@ assists people when migrating to a new version.
 ### Potential Downtime
 
 - [14234](https://github.com/apache/superset/pull/14234): Adds the `limiting_factor` column to the `query` table. Give the migration includes a DDL operation on a heavily trafficked table, potential service downtime may be required.
-
--[16454](https://github.com/apache/superset/pull/16454): Adds the `extra` column to the `table_columns` table. Users using MySQL will either need to schedule downtime or use the percona toolkit (or similar) to perform the migration.
+- [16454](https://github.com/apache/superset/pull/16454): Adds the `extra` column to the `table_columns` table. Users using MySQL will either need to schedule downtime or use the percona toolkit (or similar) to perform the migration.
 
 ## 1.2.0
 
@@ -538,7 +551,7 @@ assists people when migrating to a new version.
 - [8117](https://github.com/apache/superset/pull/8117): If you are
   using `ENABLE_PROXY_FIX = True`, review the newly-introduced variable,
   `PROXY_FIX_CONFIG`, which changes the proxy behavior in accordance with
-  [Werkzeug](https://werkzeug.palletsprojects.com/en/0.15.x/middleware/proxy_fix/)
+  Werkzeug.
 
 - [8069](https://github.com/apache/superset/pull/8069): introduces
   [MessagePack](https://github.com/msgpack/msgpack-python) and

docker-compose-image-tag.yml

@@ -16,12 +16,12 @@
 #
 
 # -----------------------------------------------------------------------
-# We don't support docker-compose for production environments.
+# We don't support docker compose for production environments.
 # If you choose to use this type of deployment make sure to
 # create you own docker environment file (docker/.env) with your own
 # unique random secure passwords and SECRET_KEY.
 # -----------------------------------------------------------------------
-x-superset-image: &superset-image apachesuperset.docker.scarf.sh/apache/superset:${TAG:-latest}
+x-superset-image: &superset-image apachesuperset.docker.scarf.sh/apache/superset:${TAG:-latest-dev}
 x-superset-depends-on: &superset-depends-on
   - db
   - redis
@@ -30,7 +30,6 @@ x-superset-volumes:
   - ./docker:/app/docker
   - superset_home:/app/superset_home
 
-version: "3.7"
 services:
   redis:
     image: redis:7

docker-compose-non-dev.yml

@@ -16,7 +16,7 @@
 #
 
 # -----------------------------------------------------------------------
-# We don't support docker-compose for production environments.
+# We don't support docker compose for production environments.
 # If you choose to use this type of deployment make sure to
 # create you own docker environment file (docker/.env) with your own
 # unique random secure passwords and SECRET_KEY.
@@ -35,7 +35,6 @@ x-common-build: &common-build
   cache_from:
     - apache/superset-cache:3.10-slim-bookworm
 
-version: "4.0"
 services:
   redis:
     image: redis:7

docker-compose.yml

@@ -16,7 +16,7 @@
 #
 
 # -----------------------------------------------------------------------
-# We don't support docker-compose for production environments.
+# We don't support docker compose for production environments.
 # If you choose to use this type of deployment make sure to
 # create you own docker environment file (docker/.env) with your own
 # unique random secure passwords and SECRET_KEY.
@@ -35,9 +35,14 @@ x-superset-volumes: &superset-volumes
 
 x-common-build: &common-build
   context: .
-  target: dev
+  target: ${SUPERSET_BUILD_TARGET:-dev} # can use `dev` (default) or `lean`
   cache_from:
     - apache/superset-cache:3.10-slim-bookworm
+  args:
+    DEV_MODE: "true"
+    INCLUDE_CHROMIUM: ${INCLUDE_CHROMIUM:-false}
+    INCLUDE_FIREFOX: ${INCLUDE_FIREFOX:-false}
+    BUILD_TRANSLATIONS: ${BUILD_TRANSLATIONS:-false}
 
 services:
   nginx:
@@ -120,7 +125,7 @@ services:
       - /home/superset-websocket/dist
 
       # Mounting a config file that contains a dummy secret required to boot up.
-      # do not use this docker-compose in production
+      # do not use this docker compose in production
       - ./docker/superset-websocket/config.json:/home/superset-websocket/config.json
     environment:
       - PORT=8080
@@ -147,10 +152,20 @@ services:
       disable: true
 
   superset-node:
-    image: node:18
+    build:
+      context: .
+      target: superset-node
+      args:
+        # This prevents building the frontend bundle since we'll mount local folder
+        # and build it on startup while firing docker-frontend.sh in dev mode, where
+        # it'll mount and watch local files and rebuild as you update them
+        DEV_MODE: "true"
+        BUILD_TRANSLATIONS: ${BUILD_TRANSLATIONS:-false}
     environment:
       # set this to false if you have perf issues running the npm i; npm run dev in-docker
       # if you do so, you have to run this manually on the host, which should perform better!
+      BUILD_SUPERSET_FRONTEND_IN_DOCKER: true
+      NPM_RUN_PRUNE: false
       SCARF_ANALYTICS: "${SCARF_ANALYTICS:-}"
     container_name: superset_node
     command: ["/app/docker/docker-frontend.sh"]

docker/.env

@@ -17,6 +17,7 @@
 
 
 COMPOSE_PROJECT_NAME=superset
+DEV_MODE=true
 
 # database configurations (do not modify)
 DATABASE_DB=superset

docker/apt-install.sh

@@ -0,0 +1,51 @@
+#!/usr/bin/env bash
+#
+# Licensed to the Apache Software Foundation (ASF) under one or more
+# contributor license agreements.  See the NOTICE file distributed with
+# this work for additional information regarding copyright ownership.
+# The ASF licenses this file to You under the Apache License, Version 2.0
+# (the "License"); you may not use this file except in compliance with
+# the License.  You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+#
+set -euo pipefail
+
+# Ensure this script is run as root
+if [[ $EUID -ne 0 ]]; then
+  echo "This script must be run as root" >&2
+  exit 1
+fi
+
+# Check for required arguments
+if [[ $# -lt 1 ]]; then
+  echo "Usage: $0 <package1> [<package2> ...]" >&2
+  exit 1
+fi
+
+# Colors for better logging (optional)
+GREEN='\033[0;32m'
+RED='\033[0;31m'
+RESET='\033[0m'
+
+# Install packages with clean-up
+echo -e "${GREEN}Updating package lists...${RESET}"
+apt-get update -qq
+
+echo -e "${GREEN}Installing packages: $@${RESET}"
+apt-get install -yqq --no-install-recommends "$@"
+
+echo -e "${GREEN}Autoremoving unnecessary packages...${RESET}"
+apt-get autoremove -y
+
+echo -e "${GREEN}Cleaning up package cache and metadata...${RESET}"
+apt-get clean
+rm -rf /var/lib/apt/lists/* /var/cache/apt/archives/* /tmp/* /var/tmp/*
+
+echo -e "${GREEN}Installation and cleanup complete.${RESET}"

docker/docker-bootstrap.sh

@@ -18,6 +18,11 @@
 
 set -eo pipefail
 
+# Make python interactive
+if [ "$DEV_MODE" == "true" ]; then
+    echo "Reinstalling the app in editable mode"
+    uv pip install -e .
+fi
 REQUIREMENTS_LOCAL="/app/docker/requirements-local.txt"
 # If Cypress run – overwrite the password for admin and export env variables
 if [ "$CYPRESS_CONFIG" == "true" ]; then
@@ -25,12 +30,16 @@ if [ "$CYPRESS_CONFIG" == "true" ]; then
     export SUPERSET_TESTENV=true
     export SUPERSET__SQLALCHEMY_DATABASE_URI=postgresql+psycopg2://superset:superset@db:5432/superset
 fi
+if [[ "$DATABASE_DIALECT" == postgres* ]] ; then
+    echo "Installing postgres requirements"
+    uv pip install -e .[postgres]
+fi
 #
 # Make sure we have dev requirements installed
 #
 if [ -f "${REQUIREMENTS_LOCAL}" ]; then
   echo "Installing local overrides at ${REQUIREMENTS_LOCAL}"
-  pip install --no-cache-dir -r "${REQUIREMENTS_LOCAL}"
+  uv pip install --no-cache-dir -r "${REQUIREMENTS_LOCAL}"
 else
   echo "Skipping local overrides"
 fi

docker/docker-frontend.sh

@@ -24,12 +24,21 @@ if [ "$PUPPETEER_SKIP_CHROMIUM_DOWNLOAD" = "false" ]; then
 fi
 
 if [ "$BUILD_SUPERSET_FRONTEND_IN_DOCKER" = "true" ]; then
+    echo "Building Superset frontend in dev mode inside docker container"
     cd /app/superset-frontend
-    npm install -f --no-optional --global webpack webpack-cli
-    npm install -f --no-optional
 
-    echo "Running frontend"
+    if [ "$NPM_RUN_PRUNE" = "true" ]; then
+        echo "Running `npm run prune`"
+        npm run prune
+    fi
+
+    echo "Running `npm install`"
+    npm install
+
+    echo "Start webpack dev server"
     npm run dev
+
 else
-    echo "Skipping frontend build steps - YOU RUN IT MANUALLY ON THE HOST!"
+    echo "Skipping frontend build steps - YOU NEED TO RUN IT MANUALLY ON THE HOST!"
+    echo "https://superset.apache.org/docs/contributing/development/#webpack-dev-server"
 fi

docker/docker-init.sh

@@ -22,7 +22,11 @@ set -e
 #
 /app/docker/docker-bootstrap.sh
 
-STEP_CNT=4
+if [ "$SUPERSET_LOAD_EXAMPLES" = "yes" ]; then
+    STEP_CNT=4
+else
+    STEP_CNT=3
+fi
 
 echo_step() {
 cat <<EOF

docker/entrypoints/run-server.sh

@@ -26,6 +26,7 @@ gunicorn \
     --workers ${SERVER_WORKER_AMOUNT:-1} \
     --worker-class ${SERVER_WORKER_CLASS:-gthread} \
     --threads ${SERVER_THREADS_AMOUNT:-20} \
+    --log-level "${GUNICORN_LOGLEVEL:info}" \
     --timeout ${GUNICORN_TIMEOUT:-60} \
     --keep-alive ${GUNICORN_KEEPALIVE:-2} \
     --max-requests ${WORKER_MAX_REQUESTS:-0} \