WIP

Another fix
Move integration tests to unit tests
2026-08-14 12:01:24 +00:00 · 2024-11-25 16:43:20 -05:00 · 2024-11-24 18:53:14 -05:00 · 2024-11-24 18:44:51 -05:00 · 2024-11-24 18:03:20 -05:00 · 2024-11-22 12:04:19 -05:00
1018 changed files with 55873 additions and 65499 deletions
@@ -70,8 +70,9 @@ github:
          - cypress-matrix (4, chrome)
          - cypress-matrix (5, chrome)
          - frontend-build
-          - pre-commit
-          - python-lint
+          - pre-commit (current)
+          - pre-commit (next)
+          - pre-commit (previous)
          - test-mysql
          - test-postgres (current)
          - test-postgres (next)
@@ -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

@@ -12,7 +12,7 @@

 # 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

@@ -22,7 +22,7 @@

 /.github/ @villebro @geido @eschutho @rusackas @betodealmeida @nytai @mistercrunch @craig-rueda @john-bodley @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

@@ -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 '....'
@@ -46,7 +41,7 @@ body:
      label: Superset version
      options:
        - master / latest-dev
-        - "4.0.2"
+        - "4.1.0"
        - "3.1.3"
    validations:
      required: true
@@ -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"
@@ -165,7 +165,7 @@ cypress-run-all() {
  # 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 --retries 5 $USE_DASHBOARD_FLAG
+  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
@@ -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
@@ -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
@@ -233,7 +233,7 @@ jobs:

    - 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
@@ -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
@@ -16,6 +16,9 @@ concurrency:
 jobs:
  pre-commit:
    runs-on: ubuntu-22.04
+    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
@@ -29,7 +29,7 @@ jobs:

    strategy:
      matrix:
-        node-version: [18]
+        node-version: [20]

    steps:
      - uses: actions/checkout@v4
@@ -26,7 +26,7 @@ jobs:
      fail-fast: false
      matrix:
        browser: ["chrome"]
-        node: [18]
+        node: [20]
    env:
      SUPERSET_ENV: development
      SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -30,7 +30,7 @@ jobs:
    runs-on: ubuntu-22.04
    strategy:
      matrix:
-        node: [18]
+        node: [20]
    steps:
      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
        uses: actions/checkout@v4
@@ -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
@@ -13,15 +14,41 @@ concurrency:

 jobs:
  linkinator:
+    # See docs here: https://github.com/marketplace/actions/linkinator
    name: Link Checking
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
-      - uses: JustinBeckwith/linkinator-action@v1.10.4
+      # 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/librariesio/release/npm/%40superset-ui%2Fembedded-sdk?style=flat, https://img.shields.io/librariesio/release/npm/%40superset-ui%2Fplugin-chart-pivot-table?style=flat, https://vkusvill.ru/'
-          # verbosity: 'ERROR'
+          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
@@ -48,7 +48,8 @@ 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 +108,7 @@ 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 +132,7 @@ 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
@@ -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
@@ -36,7 +36,7 @@ jobs:
        run: helm repo add bitnami https://charts.bitnami.com/bitnami

      - name: Run chart-releaser
-        uses: helm/chart-releaser-action@v1.6.0
+        uses: ./.github/actions/chart-releaser-action
        with:
          charts_dir: helm
          mark_as_latest: false
@@ -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
@@ -54,10 +54,13 @@ jobs:
      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
        uses: actions/checkout@v4
        with:
-          persist-credentials: false
-          tags: true
          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/

@@ -94,16 +97,38 @@ jobs:
            --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-22.04
+    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
@@ -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
@@ -104,7 +104,6 @@ ghostdriver.log
 testCSV.csv
 .terser-plugin-cache/
 apache-superset-*.tar.gz*
-apache_superset-*.tar.gz*
 release.json

 # Translation-related files
@@ -122,3 +121,4 @@ docker/*local*

 # Jest test report
 test-report.html
+superset/static/stats/statistics.html
@@ -53,11 +53,14 @@ repos:
      - id: debug-statements
      - id: end-of-file-fixer
      - 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
    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)
@@ -61,6 +61,9 @@ 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
@@ -44,7 +44,3 @@ under the License.
 - [4.0.1](./CHANGELOG/4.0.1.md)
 - [4.0.2](./CHANGELOG/4.0.2.md)
 - [4.1.0](./CHANGELOG/4.1.0.md)
- [4.1.1](./CHANGELOG/4.1.1.md)
- [4.1.2](./CHANGELOG/4.1.2.md)
- [4.1.3](./CHANGELOG/4.1.3.md)
- [4.1.4](./CHANGELOG/4.1.4.md)
@@ -1,50 +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.
-->
-
-## Change Log
-
-### 4.1.1 (Fri Nov 15 22:13:57 2024 +0530)
-
-**Database Migrations**
-
-**Features**
-
-**Fixes**
-
- [#30886](https://github.com/apache/superset/pull/30886) fix: blocks UI elements on right side (@samarsrivastav)
- [#30859](https://github.com/apache/superset/pull/30859) fix(package.json): Pin luxon version to unblock master (@geido)
- [#30588](https://github.com/apache/superset/pull/30588) fix(explore): column data type tooltip format (@mistercrunch)
- [#29911](https://github.com/apache/superset/pull/29911) fix: Rename database from 'couchbasedb' to 'couchbase' in documentation and db_engine_specs (@ayush-couchbase)
- [#30828](https://github.com/apache/superset/pull/30828) fix(TimezoneSelector): Failing unit tests due to timezone change (@geido)
- [#30875](https://github.com/apache/superset/pull/30875) fix: don't show metadata for embedded dashboards (@sadpandajoe)
- [#30851](https://github.com/apache/superset/pull/30851) fix: Graph chart colors (@michael-s-molina)
- [#29867](https://github.com/apache/superset/pull/29867) fix(capitalization): Capitalizing a button. (@rusackas)
- [#29782](https://github.com/apache/superset/pull/29782) fix(translations): Translate embedded errors (@rusackas)
- [#29772](https://github.com/apache/superset/pull/29772) fix: Fixing incomplete string escaping. (@rusackas)
- [#29725](https://github.com/apache/superset/pull/29725) fix(frontend/docker, ci): fix borked Docker build due to Lerna v8 uplift (@hainenber)
-
-**Others**
-
- [#30576](https://github.com/apache/superset/pull/30576) chore: add link to Superset when report error (@eschutho)
- [#29786](https://github.com/apache/superset/pull/29786) refactor(Slider): Upgrade Slider to Antd 5 (@geido)
- [#29674](https://github.com/apache/superset/pull/29674) refactor(ChartCreation): Migrate tests to RTL (@rtexelm)
- [#29843](https://github.com/apache/superset/pull/29843) refactor(controls): Migrate AdhocMetricOption.test to RTL (@rtexelm)
- [#29845](https://github.com/apache/superset/pull/29845) refactor(controls): Migrate MetricDefinitionValue.test to RTL (@rtexelm)
- [#28424](https://github.com/apache/superset/pull/28424) docs: Check markdown files for bad links using linkinator (@rusackas)
- [#29768](https://github.com/apache/superset/pull/29768) docs(contributing): fix broken link to translations sub-section (@sfirke)
@@ -1,83 +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.
-->
-
-## Change Log
-
-### 4.1.2 (Fri Mar 7 13:28:05 2025 -0800)
-
-**Database Migrations**
-
- [#32538](https://github.com/apache/superset/pull/32538) fix(migrations): Handle comparator None in old time comparison migration (@Antonio-RiveroMartnez)
- [#32155](https://github.com/apache/superset/pull/32155) fix(migrations): Handle no params in time comparison migration (@Antonio-RiveroMartnez)
- [#31185](https://github.com/apache/superset/pull/31185) fix: check for column before adding in migrations (@betodealmeida)
-
-**Features**
-
- [#29974](https://github.com/apache/superset/pull/29974) feat(sqllab): Adds refresh button to table metadata in SQL Lab (@Usiel)
-
-**Fixes**
-
- [#32515](https://github.com/apache/superset/pull/32515) fix(sqllab): Allow clear on schema and catalog (@justinpark)
- [#32500](https://github.com/apache/superset/pull/32500) fix: dashboard, chart and dataset import validation (@dpgaspar)
- [#31353](https://github.com/apache/superset/pull/31353) fix(sqllab): duplicate error message (@betodealmeida)
- [#31407](https://github.com/apache/superset/pull/31407) fix: Big Number side cut fixed (@fardin-developer)
- [#31480](https://github.com/apache/superset/pull/31480) fix(sunburst): Use metric label from verbose map (@gerbermichi)
- [#31427](https://github.com/apache/superset/pull/31427) fix(tags): clean up bulk create api and schema (@villebro)
- [#31334](https://github.com/apache/superset/pull/31334) fix(docs): add custom editUrl path for intro page (@dwgrossberg)
- [#31353](https://github.com/apache/superset/pull/31353) fix(sqllab): duplicate error message (@betodealmeida)
- [#31323](https://github.com/apache/superset/pull/31323) fix: Use clickhouse sqlglot dialect for YDB (@vgvoleg)
- [#31198](https://github.com/apache/superset/pull/31198) fix: add more clickhouse disallowed functions on config (@dpgaspar)
- [#31194](https://github.com/apache/superset/pull/31194) fix(embedded): Hide anchor links in embedded mode (@Vitor-Avila)
- [#31960](https://github.com/apache/superset/pull/31960) fix(sqllab): Missing allowHTML props in ResultTableExtension (@justinpark)
- [#31332](https://github.com/apache/superset/pull/31332) fix: prevent multiple pvm errors on migration (@eschutho)
- [#31437](https://github.com/apache/superset/pull/31437) fix(database import): Gracefully handle error to get catalog schemas (@Vitor-Avila)
- [#31173](https://github.com/apache/superset/pull/31173) fix: cache-warmup fails (@nsivarajan)
- [#30442](https://github.com/apache/superset/pull/30442) fix(fe/src/dashboard): optional chaining for possibly nullable parent attribute in LayoutItem type (@hainenber)
- [#31639](https://github.com/apache/superset/pull/31639) fix(sqllab): unable to update saved queries (@DamianPendrak)
- [#29898](https://github.com/apache/superset/pull/29898) fix: parse pandas pivot null values (@eschutho)
- [#31414](https://github.com/apache/superset/pull/31414) fix(Pivot Table): Fix column width to respect currency config (@Vitor-Avila)
- [#31335](https://github.com/apache/superset/pull/31335) fix(histogram): axis margin padding consistent with other graphs (@tatiana-cherne)
- [#31301](https://github.com/apache/superset/pull/31301) fix(AllEntitiesTable): show Tags (@alexandrusoare)
- [#31329](https://github.com/apache/superset/pull/31329) fix: pass string to `process_template` (@betodealmeida)
- [#31341](https://github.com/apache/superset/pull/31341) fix(pinot): remove query aliases from SELECT and ORDER BY clauses in Pinot (@yuribogomolov)
- [#31308](https://github.com/apache/superset/pull/31308) fix: annotations on horizontal bar chart (@DamianPendrak)
- [#31294](https://github.com/apache/superset/pull/31294) fix(sqllab): Remove update_saved_query_exec_info to reduce lag (@justinpark)
- [#30897](https://github.com/apache/superset/pull/30897) fix: Exception handling for SQL Lab views (@michael-s-molina)
- [#31199](https://github.com/apache/superset/pull/31199) fix(Databricks): Escape catalog and schema names in pre-queries (@Vitor-Avila)
- [#31265](https://github.com/apache/superset/pull/31265) fix(trino): db session error in handle cursor (@justinpark)
- [#31024](https://github.com/apache/superset/pull/31024) fix(dataset): use sqlglot for DML check (@betodealmeida)
- [#29885](https://github.com/apache/superset/pull/29885) fix: add mutator to get_columns_description (@eschutho)
- [#30821](https://github.com/apache/superset/pull/30821) fix: x axis title disappears when editing bar chart (@DamianPendrak)
- [#31181](https://github.com/apache/superset/pull/31181) fix: Time-series Line Chart Display unnecessary total (@michael-s-molina)
- [#31163](https://github.com/apache/superset/pull/31163) fix(Dashboard): Backward compatible shared_label_colors field (@geido)
- [#31156](https://github.com/apache/superset/pull/31156) fix: check orderby (@betodealmeida)
- [#31154](https://github.com/apache/superset/pull/31154) fix: Remove unwanted commit on Trino's handle_cursor (@michael-s-molina)
- [#31151](https://github.com/apache/superset/pull/31151) fix: Revert "feat(trino): Add functionality to upload data (#29164)" (@michael-s-molina)
- [#31031](https://github.com/apache/superset/pull/31031) fix(Dashboard): Ensure shared label colors are updated (@geido)
- [#30967](https://github.com/apache/superset/pull/30967) fix(release validation): scripts now support RSA and EDDSA keys. (@rusackas)
- [#30881](https://github.com/apache/superset/pull/30881) fix(Dashboard): Native & Cross-Filters Scoping Performance (@geido)
- [#30887](https://github.com/apache/superset/pull/30887) fix(imports): import query_context for imports with charts (@lindenh)
- [#31008](https://github.com/apache/superset/pull/31008) fix(explore): verified props is not updated (@justinpark)
- [#30646](https://github.com/apache/superset/pull/30646) fix(Dashboard): Retain colors when color scheme not set (@geido)
- [#30962](https://github.com/apache/superset/pull/30962) fix(Dashboard): Exclude edit param in async screenshot (@geido)
-
-**Others**
-
- [#32043](https://github.com/apache/superset/pull/32043) chore: Skip the creation of secondary perms during catalog migrations (@Vitor-Avila)
- [#30865](https://github.com/apache/superset/pull/30865) docs: Updating 4.1 Release Notes (@yousoph)
@@ -1,58 +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.
-->
-
-## Change Log
-
-### 4.1.3 (Thu May 29 02:31:07 2025 -0500)
-
-**Database Migrations**
-
-**Features**
-
-**Fixes**
-
- [#33522](https://github.com/apache/superset/pull/33522) fix(Sqllab):  Autocomplete got stuck in UI when open it too fast (@rebenitez1802)
- [#33425](https://github.com/apache/superset/pull/33425) fix(table-chart): time shift is not working (@justinpark)
- [#32414](https://github.com/apache/superset/pull/32414) fix(api): Added uuid to list api calls (@withnale)
- [#33354](https://github.com/apache/superset/pull/33354) fix: loading examples from raw.githubusercontent.com fails with 429 errors (@mistercrunch)
- [#32382](https://github.com/apache/superset/pull/32382) fix(pinot): revert join and subquery flags (@yuribogomolov)
- [#32473](https://github.com/apache/superset/pull/32473) fix(plugin-chart-echarts): remove erroneous upper bound value (@villebro)
- [#33048](https://github.com/apache/superset/pull/33048) fix: improve error type on parse error (@justinpark)
- [#32968](https://github.com/apache/superset/pull/32968) fix(pivot-table): Revert "fix(Pivot Table): Fix column width to respect currency config (#31414)" (@justinpark)
- [#32795](https://github.com/apache/superset/pull/32795) fix(log): store navigation path to get correct logging path (@justinpark)
- [#33216](https://github.com/apache/superset/pull/33216) fix: Downgrade to marshmallow<4 (@amotl)
- [#32866](https://github.com/apache/superset/pull/32866) fix: make packages PEP 625 compliant (@sadpandajoe)
- [#32035](https://github.com/apache/superset/pull/32035) fix(fe/dashboard-list): display modifier info for `Last modified` data (@hainenber)
- [#32708](https://github.com/apache/superset/pull/32708) fix(logging): missing path in event data (@justinpark)
- [#32699](https://github.com/apache/superset/pull/32699) fix: Signature of Celery pruner jobs (@michael-s-molina)
- [#32681](https://github.com/apache/superset/pull/32681) fix(log): Update recent_activity by event name (@justinpark)
- [#32608](https://github.com/apache/superset/pull/32608) fix(welcome): perf on distinct recent activities (@justinpark)
- [#32572](https://github.com/apache/superset/pull/32572) fix: Log table retention policy (@michael-s-molina)
- [#32406](https://github.com/apache/superset/pull/32406) fix(model/helper): represent RLS filter clause in proper textual SQL string (@hainenber)
- [#32240](https://github.com/apache/superset/pull/32240) fix: upgrade to 3.11.11-slim-bookworm to address critical vulnerabilities (@gpchandran)
- [#30858](https://github.com/apache/superset/pull/30858) fix(chart data): removing query from /chart/data payload when accessing as guest user (@fisjac)
-
-**Others**
-
- [#33612](https://github.com/apache/superset/pull/33612) chore: update Dockerfile - Upgrade to 3.11.12 (@gpchandran)
- [#33435](https://github.com/apache/superset/pull/33435) docs: CVEs fixed on 4.1.2 (@sha174n)
- [#33339](https://github.com/apache/superset/pull/33339) chore(🦾): bump python h11 0.14.0 -> 0.16.0 (@github-actions[bot])
- [#32745](https://github.com/apache/superset/pull/32745) chore(🦾): bump python sqlglot 26.1.3 -> 26.11.1 (@github-actions[bot])
- [#32782](https://github.com/apache/superset/pull/32782) chore: Revert "chore: bump base image in Dockerfile with `ARG PY_VER=3.11.11-slim-bookworm`" (@sadpandajoe)
- [#32780](https://github.com/apache/superset/pull/32780) chore: bump base image in Dockerfile with `ARG PY_VER=3.11.11-slim-bookworm` (@gpchandran)
@@ -1,33 +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.
-->
-
-## Change Log
-
-### 4.1.4 (Thu Jul 24 08:30:04 2025 -0300)
-
-**Database Migrations**
-
-**Features**
-
-**Fixes**
- [#34289](https://github.com/apache/superset/pull/34289) fix: Saved queries list break if one query can't be parsed (@michael-s-molina)
- [#33059](https://github.com/apache/superset/pull/33059) fix: Adds missing __init__ file to commands/logs (@michael-s-molina)
-
-**Others**
- [#32236](https://github.com/apache/superset/pull/32236) chore(deps): bump cryptography from 43.0.3 to 44.0.1 (@dependabot[bot])
@@ -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.

@@ -18,84 +18,117 @@
 ######################################################################
 # Node stage to deal with static asset construction
 ######################################################################
-ARG PY_VER=3.11.12-slim-bookworm
+ARG PY_VER=3.10-slim-bookworm

 # 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
+FROM --platform=${BUILDPLATFORM} node:20-bullseye-slim AS superset-node

 ARG NPM_BUILD_CMD="build"

+# Include translations in the final build. The default supports en only to
+# reduce complexity and weight for those only using en
+ARG BUILD_TRANSLATIONS="false"
+
+# Used by docker-compose to skip the frontend build,
+# in dev we mount the repo and build the frontend inside docker
+ARG DEV_MODE="false"
+
+# Include headless browsers? Allows for alerts, reports & thumbnails, but bloats the images
+ARG INCLUDE_CHROMIUM="true"
+ARG INCLUDE_FIREFOX="false"
+
 # 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
+    && apt-get install \
+        -yqq --no-install-recommends \
+        build-essential \
+        python3 \
+        zstd

 ENV BUILD_CMD=${NPM_BUILD_CMD} \
-  PUPPETEER_SKIP_CHROMIUM_DOWNLOAD=true
+    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
+    /frontend-mem-nag.sh

 WORKDIR /app/superset-frontend
+# Creating empty folders to avoid errors when running COPY later on
+RUN mkdir -p /app/superset/static/assets
 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
+    --mount=type=bind,target=./package-lock.json,src=./superset-frontend/package-lock.json \
+    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 ${BUILD_CMD}
-
 # This copies the .po files needed for translation
 RUN mkdir -p /app/superset/translations
 COPY superset/translations /app/superset/translations
+RUN if [ "$DEV_MODE" = "false" ]; then \
+        BUILD_TRANSLATIONS=$BUILD_TRANSLATIONS npm run ${BUILD_CMD}; \
+    else \
+        echo "Skipping 'npm run ${BUILD_CMD}' in dev mode"; \
+    fi
+
+
 # Compiles .json files from the .po files, then deletes the .po files
-RUN npm run build-translation
+RUN if [ "$BUILD_TRANSLATIONS" = "true" ]; then \
+        npm run build-translation; \
+    else \
+        echo "Skipping translations as requested by build flag"; \
+    fi
 RUN rm /app/superset/translations/*/LC_MESSAGES/*.po
 RUN rm /app/superset/translations/messages.pot

+FROM python:${PY_VER} AS python-base
 ######################################################################
 # Final lean image...
 ######################################################################
-FROM python:${PY_VER} AS lean
+FROM python-base AS lean
+
+# Include translations in the final build. The default supports en only to
+# reduce complexity and weight for those only using en
+ARG BUILD_TRANSLATIONS="false"

 WORKDIR /app
 ENV LANG=C.UTF-8 \
-  LC_ALL=C.UTF-8 \
-  SUPERSET_ENV=production \
-  FLASK_APP="superset.app:create_app()" \
-  PYTHONPATH="/app/pythonpath" \
-  SUPERSET_HOME="/app/superset_home" \
-  SUPERSET_PORT=8088
+    LC_ALL=C.UTF-8 \
+    SUPERSET_ENV=production \
+    FLASK_APP="superset.app:create_app()" \
+    PYTHONPATH="/app/pythonpath" \
+    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/*
+    && 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 \
+        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/
+COPY --chown=superset:superset scripts/check-env.py scripts/
 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/*
+    apt-get update -qq && apt-get install -yqq --no-install-recommends \
+      build-essential \
+    && pip install --no-cache-dir --upgrade setuptools pip \
+    && pip install --no-cache-dir -r requirements/base.txt \
+    && apt-get autoremove -yqq --purge build-essential \
+    && rm -rf /var/lib/apt/lists/*

 # Copy the compiled frontend assets
 COPY --chown=superset:superset --from=superset-node /app/superset/static/assets superset/static/assets
@@ -103,17 +136,21 @@ COPY --chown=superset:superset --from=superset-node /app/superset/static/assets
 ## Lastly, let's install superset itself
 COPY --chown=superset:superset superset superset
 RUN --mount=type=cache,target=/root/.cache/pip \
-  pip install -e .
+    pip install --no-cache-dir -e .

 # Copy the .json translations from the frontend layer
 COPY --chown=superset:superset --from=superset-node /app/superset/translations superset/translations

 # 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
+RUN if [ "$BUILD_TRANSLATIONS" = "true" ]; then \
+        ./scripts/translations/generate_mo_files.sh \
+        && chown -R superset:superset superset/translations \
+        && rm superset/translations/messages.pot \
+        && rm superset/translations/*/LC_MESSAGES/*.po; \
+    else \
+        echo "Skipping translations as requested by build flag"; \
+    fi

 COPY --chmod=755 ./docker/run-server.sh /usr/bin/
 USER superset
@@ -131,42 +168,52 @@ FROM lean 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/*
+    && 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/*

 RUN --mount=type=cache,target=/root/.cache/pip \
-  pip install playwright
+    pip install --no-cache-dir playwright
 RUN playwright install-deps
-RUN playwright install chromium
+
+RUN if [ "$INCLUDE_CHROMIUM" = "true" ]; then \
+        playwright install chromium; \
+    else \
+        echo "Skipping translations in dev mode"; \
+    fi

 # Install GeckoDriver WebDriver
 ARG GECKODRIVER_VERSION=v0.34.0 \
-  FIREFOX_VERSION=125.0.3
+    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...
+RUN if [ "$INCLUDE_FIREFOX" = "true" ]; then \
+        apt-get update -qq \
+        && apt-get install -yqq --no-install-recommends wget bzip2 \
+        && wget -q https://github.com/mozilla/geckodriver/releases/download/${GECKODRIVER_VERSION}/geckodriver-${GECKODRIVER_VERSION}-linux64.tar.gz -O - | tar xfz - -C /usr/local/bin \
+        && wget -q https://download-installer.cdn.mozilla.net/pub/firefox/releases/${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/*; \
+    fi
+
+# Installing mysql client os-level dependencies in dev image only because GPL
+RUN apt-get install -yqq --no-install-recommends \
+        default-libmysqlclient-dev \
+    && rm -rf /var/lib/apt/lists/*

 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/*
+    apt-get update -qq && apt-get install -yqq --no-install-recommends \
+      build-essential \
+    && pip install --no-cache-dir -r requirements/development.txt \
+    && apt-get autoremove -yqq --purge build-essential \
+    && rm -rf /var/lib/apt/lists/*

 USER superset
 ######################################################################
@@ -19,12 +19,12 @@ 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)
+[![PyPI version](https://badge.fury.io/py/apache-superset.svg)](https://badge.fury.io/py/apache-superset)
 [![Coverage Status](https://codecov.io/github/apache/superset/coverage.svg?branch=master)](https://codecov.io/github/apache/superset)
-[![PyPI](https://img.shields.io/pypi/pyversions/apache_superset.svg?maxAge=2592000)](https://pypi.python.org/pypi/apache_superset)
+[![PyPI](https://img.shields.io/pypi/pyversions/apache-superset.svg?maxAge=2592000)](https://pypi.python.org/pypi/apache-superset)
 [![Get on Slack](https://img.shields.io/badge/slack-join-orange.svg)](http://bit.ly/join-superset-slack)
 [![Documentation](https://img.shields.io/badge/docs-apache.org-blue.svg)](https://superset.apache.org)

@@ -72,10 +72,8 @@ Superset provides:
 ## Screenshots & Gifs

 **Video Overview**
-
 <!-- File hosted here https://github.com/apache/superset-site/raw/lfs/superset-video-4k.mp4 -->
-
-[superset-video-1080p.webm](https://github.com/user-attachments/assets/b37388f7-a971-409c-96a7-90c4e31322e6)
+[superset-video-4k.webm](https://github.com/apache/superset/assets/812905/da036bc2-150c-4ee7-80f9-75e63210ff76)

 <br/>

@@ -136,6 +134,8 @@ 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" />
 </p>

 **A more comprehensive list of supported databases** along with the configuration instructions can be found [here](https://superset.apache.org/docs/configuration/databases).
@@ -153,7 +153,7 @@ Want to add support for your datastore or data engine? Read more [here](https://
  and please read our [Slack Community Guidelines](https://github.com/apache/superset/blob/master/CODE_OF_CONDUCT.md#slack-community-guidelines)
 - [Join our dev@superset.apache.org Mailing list](https://lists.apache.org/list.html?dev@superset.apache.org). To join, simply send an email to [dev-subscribe@superset.apache.org](mailto:dev-subscribe@superset.apache.org)
 - If you want to help troubleshoot GitHub Issues involving the numerous database drivers that Superset supports, please consider adding your name and the databases you have access to on the [Superset Database Familiarity Rolodex](https://docs.google.com/spreadsheets/d/1U1qxiLvOX0kBTUGME1AHHi6Ywel6ECF8xk_Qy-V9R8c/edit#gid=0)
- Join Superset's Town Hall and [Operational Model](https://preset.io/blog/the-superset-operational-model-wants-you/) recurring meetings. Meeting info is available on the [Superset Community Calendar](https://superset.apache.org/community)
+- Join Superset's Town Hall and [Operational Model](https://preset.io/blog/the-superset-operational-model-wants-you/) recurring meetings.  Meeting info is available on the [Superset Community Calendar](https://superset.apache.org/community)

 ## Contributor Guide

@@ -181,16 +181,14 @@ Understanding the Superset Points of View
  - [Building New Database Connectors](https://preset.io/blog/building-database-connector/)
  - [Create Your First Dashboard](https://superset.apache.org/docs/using-superset/creating-your-first-dashboard/)
  - [Comprehensive Tutorial for Contributing Code to Apache Superset
-    ](https://preset.io/blog/tutorial-contributing-code-to-apache-superset/)
+  ](https://preset.io/blog/tutorial-contributing-code-to-apache-superset/)
 - [Resources to master Superset by Preset](https://preset.io/resources/)

 - Deploying Superset
-
  - [Official Docker image](https://hub.docker.com/r/apache/superset)
  - [Helm Chart](https://github.com/apache/superset/tree/master/helm/superset)

 - Recordings of Past [Superset Community Events](https://preset.io/events)
-
  - [Mixed Time Series Charts](https://preset.io/events/mixed-time-series-visualization-in-superset-workshop/)
  - [How the Bing Team Customized Superset for the Internal Self-Serve Data & Analytics Platform](https://preset.io/events/how-the-bing-team-heavily-customized-superset-for-their-internal-data/)
  - [Live Demo: Visualizing MongoDB and Pinot Data using Trino](https://preset.io/events/2021-04-13-visualizing-mongodb-and-pinot-data-using-trino/)
@@ -198,7 +196,6 @@ Understanding the Superset Points of View
  - [Building a Database Connector for Superset](https://preset.io/events/2021-02-16-building-a-database-connector-for-superset/)

 - Visualizations
-
  - [Creating Viz Plugins](https://superset.apache.org/docs/contributing/creating-viz-plugins/)
  - [Managing and Deploying Custom Viz Plugins](https://medium.com/nmc-techblog/apache-superset-manage-custom-viz-plugins-in-production-9fde1a708e55)
  - [Why Apache Superset is Betting on Apache ECharts](https://preset.io/blog/2021-4-1-why-echarts/)
@@ -20,7 +20,7 @@ RUN useradd --user-group --create-home --no-log-init --shell /bin/bash superset

 # Configure environment
 ENV LANG=C.UTF-8 \
-  LC_ALL=C.UTF-8
+    LC_ALL=C.UTF-8

 RUN apt-get update -y

@@ -30,14 +30,14 @@ RUN apt-get install -y apt-transport-https apt-utils
 # Install superset dependencies
 # https://superset.apache.org/docs/installation/installing-superset-from-scratch
 RUN apt-get install -y build-essential libssl-dev \
-  libffi-dev python3-dev libsasl2-dev libldap2-dev libxi-dev chromium zstd
+    libffi-dev python3-dev libsasl2-dev libldap2-dev libxi-dev chromium

 # Install nodejs for custom build
 # https://nodejs.org/en/download/package-manager/
 RUN set -eux; \
-  curl -sL https://deb.nodesource.com/setup_20.x | bash -; \
-  apt-get install -y nodejs; \
-  node --version;
+    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
@@ -50,21 +50,21 @@ ARG SUPERSET_RELEASE_RC_TARBALL
 # Can fetch source from svn or copy tarball from local mounted directory
 COPY $SUPERSET_RELEASE_RC_TARBALL ./
 RUN tar -xvf *.tar.gz
-WORKDIR /home/superset/apache_superset-$VERSION/superset-frontend
+WORKDIR /home/superset/apache-superset-$VERSION/superset-frontend

 RUN npm ci \
-  && npm run build \
-  && rm -rf node_modules
+    && npm run build \
+    && rm -rf node_modules

-WORKDIR /home/superset/apache_superset-$VERSION
+WORKDIR /home/superset/apache-superset-$VERSION
 RUN pip install --upgrade setuptools pip \
-  && pip install -r requirements/base.txt \
-  && pip install --no-cache-dir .
+    && pip install -r requirements/base.txt \
+    && pip install --no-cache-dir .

 RUN flask fab babel-compile --target superset/translations

 ENV PATH=/home/superset/superset/bin:$PATH \
-  PYTHONPATH=/home/superset/superset/ \
-  SUPERSET_TESTENV=true
+    PYTHONPATH=/home/superset/superset/:$PYTHONPATH \
+    SUPERSET_TESTENV=true
 COPY from_tarball_entrypoint.sh /entrypoint.sh
 ENTRYPOINT ["/entrypoint.sh"]
@@ -20,7 +20,7 @@ RUN useradd --user-group --create-home --no-log-init --shell /bin/bash superset

 # Configure environment
 ENV LANG=C.UTF-8 \
-  LC_ALL=C.UTF-8
+    LC_ALL=C.UTF-8

 RUN apt-get update -y

@@ -29,16 +29,13 @@ RUN apt-get install -y apt-transport-https apt-utils

 # Install superset dependencies
 # https://superset.apache.org/docs/installation/installing-superset-from-scratch
-RUN apt-get install -y subversion build-essential libssl-dev \
-  libffi-dev python3-dev libsasl2-dev libldap2-dev libxi-dev chromium zstd
+RUN apt-get install -y build-essential libssl-dev \
+    libffi-dev python3-dev libsasl2-dev libldap2-dev libxi-dev chromium

 # Install nodejs for custom build
 # https://nodejs.org/en/download/package-manager/
-RUN set -eux; \
-  curl -sL https://deb.nodesource.com/setup_20.x | bash -; \
-  apt-get install -y nodejs; \
-  node --version;
-RUN if ! which npm; then apt-get install -y npm; fi
+RUN curl -sL https://deb.nodesource.com/setup_16.x | bash - \
+    && apt-get install -y nodejs

 RUN mkdir -p /home/superset
 RUN chown superset /home/superset
@@ -49,20 +46,22 @@ ARG VERSION
 # Can fetch source from svn or copy tarball from local mounted directory
 RUN svn co https://dist.apache.org/repos/dist/dev/superset/$VERSION ./
 RUN tar -xvf *.tar.gz
-WORKDIR /home/superset/apache_superset-$VERSION/superset-frontend
+WORKDIR apache-superset-$VERSION

-RUN npm ci \
-  && npm run build \
-  && rm -rf node_modules
+RUN cd superset-frontend \
+    && npm ci \
+    && npm run build \
+    && rm -rf node_modules

-WORKDIR /home/superset/apache_superset-$VERSION
+
+WORKDIR /home/superset/apache-superset-$VERSION
 RUN pip install --upgrade setuptools pip \
-  && pip install -r requirements/base.txt \
-  && pip install --no-cache-dir .
+    && pip install -r requirements/base.txt \
+    && pip install --no-cache-dir .

 RUN flask fab babel-compile --target superset/translations

 ENV PATH=/home/superset/superset/bin:$PATH \
-  PYTHONPATH=/home/superset/superset/
+    PYTHONPATH=/home/superset/superset/:$PYTHONPATH
 COPY from_tarball_entrypoint.sh /entrypoint.sh
 ENTRYPOINT ["/entrypoint.sh"]
@@ -123,10 +123,10 @@ SUPERSET_RC=1
 SUPERSET_GITHUB_BRANCH=1.5
 SUPERSET_PGP_FULLNAME=villebro@apache.org
 SUPERSET_VERSION_RC=1.5.1rc1
-SUPERSET_RELEASE=apache_superset-1.5.1
-SUPERSET_RELEASE_RC=apache_superset-1.5.1rc1
-SUPERSET_RELEASE_TARBALL=apache_superset-1.5.1-source.tar.gz
-SUPERSET_RELEASE_RC_TARBALL=apache_superset-1.5.1rc1-source.tar.gz
+SUPERSET_RELEASE=apache-superset-1.5.1
+SUPERSET_RELEASE_RC=apache-superset-1.5.1rc1
+SUPERSET_RELEASE_TARBALL=apache-superset-1.5.1-source.tar.gz
+SUPERSET_RELEASE_RC_TARBALL=apache-superset-1.5.1rc1-source.tar.gz
 SUPERSET_TMP_ASF_SITE_PATH=/tmp/incubator-superset-site-1.5.1
 -------------------------------
 ```
@@ -380,7 +380,7 @@ Official instructions:
 https://www.apache.org/info/verification.html

 We now have a handy script for anyone validating a release to use. The core of it is in this very folder, `verify_release.py`. Just make sure you have all three release files in the same directory (`{some version}.tar.gz`, `{some version}.tar.gz.asc` and `{some version}tar.gz.sha512`). Then you can pass this script the path to the `.gz` file like so:
-`python verify_release.py ~/path/tp/apache_superset-{version/candidate}-source.tar.gz`
+`python verify_release.py ~/path/tp/apache-superset-{version/candidate}-source.tar.gz`

 If all goes well, you will see this result in your terminal:

@@ -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
@@ -467,7 +467,7 @@ 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
+twine upload dist/apache-superset-${SUPERSET_VERSION}.tar.gz
 ```

 Set your username to `__token__`
@@ -31,7 +31,7 @@ The official source release:
 https://downloads.apache.org/{{ project_module }}/{{ version }}

 The PyPI package:
-https://pypi.org/project/apache_superset/{{ version }}
+https://pypi.org/project/apache-superset/{{ version }}

 The CHANGELOG for the release:
 https://github.com/apache/{{ project_module }}/blob/{{ version }}/CHANGELOG/{{ version }}.md
@@ -32,7 +32,7 @@ else
  SUPERSET_VERSION="${1}"
  SUPERSET_RC="${2}"
  SUPERSET_PGP_FULLNAME="${3}"
-  SUPERSET_RELEASE_RC_TARBALL="apache_superset-${SUPERSET_VERSION_RC}-source.tar.gz"
+  SUPERSET_RELEASE_RC_TARBALL="apache-superset-${SUPERSET_VERSION_RC}-source.tar.gz"
 fi

 SUPERSET_VERSION_RC="${SUPERSET_VERSION}rc${SUPERSET_RC}"
@@ -22,7 +22,7 @@ if [ -z "${SUPERSET_VERSION_RC}" ] || [ -z "${SUPERSET_SVN_DEV_PATH}" ] || [ -z
  exit 1
 fi

-SUPERSET_RELEASE_RC=apache_superset-"${SUPERSET_VERSION_RC}"
+SUPERSET_RELEASE_RC=apache-superset-"${SUPERSET_VERSION_RC}"
 SUPERSET_RELEASE_RC_TARBALL="${SUPERSET_RELEASE_RC}"-source.tar.gz
 SUPERSET_RELEASE_RC_BASE_PATH="${SUPERSET_SVN_DEV_PATH}"/"${SUPERSET_VERSION_RC}"
 SUPERSET_RELEASE_RC_TARBALL_PATH="${SUPERSET_RELEASE_RC_BASE_PATH}"/"${SUPERSET_RELEASE_RC_TARBALL}"
@@ -137,4 +137,4 @@ There is now a [metadata bar](https://github.com/apache/superset/pull/27857) add

 ## 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/installation/docker-builds#build-presets) for more details.
+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.
@@ -50,8 +50,8 @@ else
  export SUPERSET_GITHUB_BRANCH="${VERSION_MAJOR}.${VERSION_MINOR}"
  export SUPERSET_PGP_FULLNAME="${2}"
  export SUPERSET_VERSION_RC="${SUPERSET_VERSION}rc${VERSION_RC}"
-  export SUPERSET_RELEASE=apache_superset-"${SUPERSET_VERSION}"
-  export SUPERSET_RELEASE_RC=apache_superset-"${SUPERSET_VERSION_RC}"
+  export SUPERSET_RELEASE=apache-superset-"${SUPERSET_VERSION}"
+  export SUPERSET_RELEASE_RC=apache-superset-"${SUPERSET_VERSION_RC}"
  export SUPERSET_RELEASE_TARBALL="${SUPERSET_RELEASE}"-source.tar.gz
  export SUPERSET_RELEASE_RC_TARBALL="${SUPERSET_RELEASE_RC}"-source.tar.gz
  export SUPERSET_TMP_ASF_SITE_PATH="/tmp/incubator-superset-site-${SUPERSET_VERSION}"
@@ -27,7 +27,7 @@ if [ -z "${SUPERSET_SVN_DEV_PATH}" ]; then
 fi

 if [[ -n ${1} ]] && [[ ${1} == "local" ]]; then
-  SUPERSET_RELEASE_RC=apache_superset-"${SUPERSET_VERSION_RC}"
+  SUPERSET_RELEASE_RC=apache-superset-"${SUPERSET_VERSION_RC}"
  SUPERSET_RELEASE_RC_TARBALL="${SUPERSET_RELEASE_RC}"-source.tar.gz
  SUPERSET_TARBALL_PATH="${SUPERSET_SVN_DEV_PATH}"/${SUPERSET_VERSION_RC}/${SUPERSET_RELEASE_RC_TARBALL}
  SUPERSET_TMP_TARBALL_FILENAME=_tmp_"${SUPERSET_VERSION_RC}".tar.gz
@@ -38,7 +38,7 @@ get_pip_command() {
 PYTHON=$(get_python_command)
 PIP=$(get_pip_command)

-# Get the release directory's path. If you unzip an Apache release and just run the npm script to validate the release, this will be a file name like `apache_superset-x.x.xrcx-source.tar.gz`
+# Get the release directory's path. If you unzip an Apache release and just run the npm script to validate the release, this will be a file name like `apache-superset-x.x.xrcx-source.tar.gz`
 RELEASE_ZIP_PATH="../../$(basename "$(dirname "$(pwd)")")-source.tar.gz"

 # Install dependencies from requirements.txt if the file exists
@@ -25,56 +25,54 @@ all you have to do is file a simple PR [like this one](https://github.com/apache
 the categorization is inaccurate, please file a PR with your correction as well.
 Join our growing community!

-### Sharing Economy

+### 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.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
-
 - [Popoko VM Games Studio](https://popoko.live)

 ### E-Commerce
-
 - [AiHello](https://www.aihello.com) [@ganeshkrishnan1]
 - [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]
+- [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/gb/) [@alanmcruickshank]
- [THE ICONIC](http://theiconic.com.au/) [@ksaagariconic]
+- [THE ICONIC](https://theiconic.com.au/) [@ksaagariconic]
 - [Utair](https://www.utair.ru) [@utair-digital]
 - [VkusVill](https://vkusvill.ru/) [@ETselikov]
 - [Zalando](https://www.zalando.com) [@dmigo]
 - [Zalora](https://www.zalora.com) [@ksaagariconic]

 ### Enterprise Technology
-
 - [A3Data](https://a3data.com.br) [@neylsoncrepalde]
 - [Analytics Aura](https://analyticsaura.com/) [@Analytics-Aura]
 - [Apollo GraphQL](https://www.apollographql.com/) [@evans]
@@ -83,29 +81,31 @@ Join our growing community!
 - [Caizin](https://caizin.com/) [@tejaskatariya]
 - [Careem](https://www.careem.com/) [@SamraHanifCareem]
 - [Cloudsmith](https://cloudsmith.io) [@alancarson]
- [CnOvit](https://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](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)
 - [PubNub](https://pubnub.com) [@jzucker2]
 - [ReadyTech](https://www.readytech.io)
@@ -114,17 +114,16 @@ Join our growing community!
 - [Showmax](https://showmax.com) [@bobek]
 - [TechAudit](https://www.techaudit.info) [@ETselikov]
 - [Tenable](https://www.tenable.com) [@dflionis]
- [Tentacle](https://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]

 ### Media & Entertainment
-
 - [6play](https://www.6play.fr) [@CoryChaplin]
 - [bilibili](https://www.bilibili.com) [@Moinheart]
 - [BurdaForward](https://www.burda-forward.de/en/)
@@ -132,23 +131,21 @@ 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]

 ### Energy
-
 - [Airboxlab](https://foobot.io) [@antoine-galataud]
 - [DouroECI](https://www.douroeci.com/) [@nunohelibeires]
 - [Safaricom](https://www.safaricom.co.ke/) [@mmutiso]
@@ -156,35 +153,32 @@ Join our growing community!
 - [Wattbewerb](https://wattbewerb.de/) [@wattbewerb]

 ### Healthcare
-
 - [Amino](https://amino.com) [@shkr]
 - [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]
 - [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]
 - [Skyscanner](https://www.skyscanner.net/) [@cleslie, @stanhoucke]

 ### Others
-
 - [10Web](https://10web.io/)
 - [AI inside](https://inside.ai/en/)
 - [Automattic](https://automattic.com/) [@Khrol, @Usiel]
@@ -195,6 +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/)
@@ -22,10 +22,11 @@ under the License.
 This file documents any backwards-incompatible changes in Superset and
 assists people when migrating to a new version.

-## 4.1.2
+## Next

- [31198](https://github.com/apache/superset/pull/31198) Disallows by default the use of the following ClickHouse functions: "version", "currentDatabase", "hostName".
- [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.
+- [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`.

 ### Potential Downtime

@@ -39,9 +40,9 @@ 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
@@ -65,7 +66,7 @@ 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
+- [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

@@ -123,7 +124,7 @@ 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.
@@ -139,7 +140,7 @@ 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/...`
@@ -324,8 +325,7 @@ 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

@@ -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.
@@ -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.
@@ -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.
@@ -25,6 +25,7 @@ x-superset-user: &superset-user root
 x-superset-depends-on: &superset-depends-on
  - db
  - redis
+  - superset-checks
 x-superset-volumes: &superset-volumes
  # /app/pythonpath_docker will be appended to the PYTHONPATH in the final container
  - ./docker:/app/docker
@@ -38,6 +39,8 @@ x-common-build: &common-build
  target: dev
  cache_from:
    - apache/superset-cache:3.10-slim-bookworm
+  args:
+    DEV_MODE: "true"

 services:
  nginx:
@@ -120,7 +123,7 @@ 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
@@ -128,6 +131,23 @@ services:
      - REDIS_PORT=6379
      - REDIS_SSL=false

+  superset-checks:
+    build:
+      context: .
+      target: python-base
+      cache_from:
+        - apache/superset-cache:3.10-slim-bookworm
+    container_name: superset_checks
+    command: ["/app/scripts/check-env.py"]
+    env_file:
+      - path: docker/.env # default
+        required: true
+      - path: docker/.env-local # optional override
+        required: false
+    user: *superset-user
+    healthcheck:
+      disable: true
+
  superset-init:
    build:
      <<: *common-build
@@ -147,10 +167,18 @@ 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"
    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
      SCARF_ANALYTICS: "${SCARF_ANALYTICS:-}"
    container_name: superset_node
    command: ["/app/docker/docker-frontend.sh"]
@@ -24,12 +24,16 @@ if [ "$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
+
+    echo "Running `npm install`"
+    npm install

    echo "Running frontend"
    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
@@ -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
@@ -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} \
@@ -1 +1 @@
-v20.12.2
+v20.16.0
@@ -16,6 +16,7 @@ KIND, either express or implied.  See the License for the
 specific language governing permissions and limitations
 under the License.
 -->
+
 This is the public documentation site for Superset, built using
 [Docusaurus 2](https://docusaurus.io/). See
 [CONTRIBUTING.md](../CONTRIBUTING.md#documentation) for documentation on
@@ -77,6 +77,7 @@
    "Guyana",
    "Haiti",
    "Honduras",
+    "Hungary",
    "Iceland",
    "India",
    "Indonesia",
@@ -251,15 +251,18 @@ FROM apache/superset:3.1.0
 USER root

 RUN apt-get update && \
-    wget -q https://dl.google.com/linux/direct/google-chrome-stable_current_amd64.deb && \
+    apt-get install -y wget zip libaio1
+
+RUN export CHROMEDRIVER_VERSION=$(curl --silent https://googlechromelabs.github.io/chrome-for-testing/LATEST_RELEASE_116) && \
+    wget -O google-chrome-stable_current_amd64.deb -q http://dl.google.com/linux/chrome/deb/pool/main/g/google-chrome-stable/google-chrome-stable_${CHROMEDRIVER_VERSION}-1_amd64.deb && \
    apt-get install -y --no-install-recommends ./google-chrome-stable_current_amd64.deb && \
    rm -f google-chrome-stable_current_amd64.deb

-RUN export CHROMEDRIVER_VERSION=$(curl --silent https://chromedriver.storage.googleapis.com/LATEST_RELEASE_102) && \
-    wget -q https://chromedriver.storage.googleapis.com/${CHROMEDRIVER_VERSION}/chromedriver_linux64.zip && \
-    unzip chromedriver_linux64.zip -d /usr/bin && \
+RUN export CHROMEDRIVER_VERSION=$(curl --silent https://googlechromelabs.github.io/chrome-for-testing/LATEST_RELEASE_116) && \
+    wget -q https://storage.googleapis.com/chrome-for-testing-public/${CHROMEDRIVER_VERSION}/linux64/chromedriver-linux64.zip && \
+    unzip -j chromedriver-linux64.zip -d /usr/bin && \
    chmod 755 /usr/bin/chromedriver && \
-    rm -f chromedriver_linux64.zip
+    rm -f chromedriver-linux64.zip

 RUN pip install --no-cache gevent psycopg2 redis

@@ -13,8 +13,8 @@ SimpleCache (in-memory), or the local filesystem.
 [Custom cache backends](https://flask-caching.readthedocs.io/en/latest/#custom-cache-backends)
 are also supported.

-Caching can be configured by providing a dictionaries in
-`superset_config.py` that comply with[the Flask-Caching config specifications](https://flask-caching.readthedocs.io/en/latest/#configuring-flask-caching).
+Caching can be configured by providing dictionaries in
+`superset_config.py` that comply with [the Flask-Caching config specifications](https://flask-caching.readthedocs.io/en/latest/#configuring-flask-caching).

 The following cache configurations can be customized in this way:
 - Dashboard filter state (required): `FILTER_STATE_CACHE_CONFIG`.
@@ -22,7 +22,7 @@ The following cache configurations can be customized in this way:
 - Metadata cache (optional): `CACHE_CONFIG`
 - Charting data queried from datasets (optional): `DATA_CACHE_CONFIG`

-For example, to configure the filter state cache using redis:
+For example, to configure the filter state cache using Redis:

 ```python
 FILTER_STATE_CACHE_CONFIG = {
@@ -37,7 +37,7 @@ ENV SUPERSET_CONFIG_PATH /app/superset_config.py
 ```

 Docker compose deployments handle application configuration differently using specific conventions.
-Refer to the [docker-compose tips & configuration](/docs/installation/docker-compose#docker-compose-tips--configuration)
+Refer to the [docker compose tips & configuration](/docs/installation/docker-compose#docker-compose-tips--configuration)
 for details.

 The following is an example of just a few of the parameters you can set in your `superset_config.py` file:
@@ -314,9 +314,9 @@ CUSTOM_SECURITY_MANAGER = CustomSsoSecurityManager
  ]
  ```
 ### Keycloak-Specific Configuration using Flask-OIDC
-If you are using Keycloak as OpenID Connect 1.0 Provider, the above configuration based on [`Authlib`](https://authlib.org/) might not work. In this case using [`Flask-OIDC`](https://https://pypi.org/project/flask-oidc/) is a viable option.
+If you are using Keycloak as OpenID Connect 1.0 Provider, the above configuration based on [`Authlib`](https://authlib.org/) might not work. In this case using [`Flask-OIDC`](https://pypi.org/project/flask-oidc/) is a viable option.

-Make sure the pip package [`Flask-OIDC`](https://https://pypi.org/project/flask-oidc/) is installed on the webserver. This was succesfully tested using version 2.2.0. This package requires [`Flask-OpenID`](https://pypi.org/project/Flask-OpenID/) as a dependency.
+Make sure the pip package [`Flask-OIDC`](https://pypi.org/project/flask-oidc/) is installed on the webserver. This was succesfully tested using version 2.2.0. This package requires [`Flask-OpenID`](https://pypi.org/project/Flask-OpenID/) as a dependency.

 The following code defines a new security manager.  Add it to a new file named `keycloak_security_manager.py`, placed in the same directory as your `superset_config.py` file.
 ```python
@@ -55,7 +55,9 @@ are compatible with Superset.
 | [ClickHouse](/docs/configuration/databases#clickhouse)                  | `pip install clickhouse-connect`                                                   | `clickhousedb://{username}:{password}@{hostname}:{port}/{database}`                                                                                    |
 | [CockroachDB](/docs/configuration/databases#cockroachdb)                | `pip install cockroachdb`                                                          | `cockroachdb://root@{hostname}:{port}/{database}?sslmode=disable`                                                                                      |
 | [Couchbase](/docs/configuration/databases#couchbase)                | `pip install couchbase-sqlalchemy`                                                          | `couchbase://{username}:{password}@{hostname}:{port}?truststorepath={ssl certificate path}`                                                                                      |
-| [Dremio](/docs/configuration/databases#dremio)                          | `pip install sqlalchemy_dremio`                                                    | `dremio://user:pwd@host:31010/`                                                                                                                        |
+| [CrateDB](/docs/configuration/databases#cratedb)                        | `pip install sqlalchemy-cratedb`                                                   | `crate://{username}:{password}@{hostname}:{port}`, often useful: `?ssl=true/false` or `?schema=testdrive`.                                             |
+| [Denodo](/docs/configuration/databases#denodo)                          | `pip install denodo-sqlalchemy`                                                    | `denodo://{username}:{password}@{hostname}:{port}/{database}`                                                                                          |
+| [Dremio](/docs/configuration/databases#dremio)                          | `pip install sqlalchemy_dremio`                                                    |`dremio+flight://{username}:{password}@{host}:32010`, often useful: `?UseEncryption=true/false`. For Legacy ODBC: `dremio+pyodbc://{username}:{password}@{host}:31010`                                                                                                                           |
 | [Elasticsearch](/docs/configuration/databases#elasticsearch)            | `pip install elasticsearch-dbapi`                                                  | `elasticsearch+http://{user}:{password}@{host}:9200/`                                                                                                  |
 | [Exasol](/docs/configuration/databases#exasol)                          | `pip install sqlalchemy-exasol`                                                    | `exa+pyodbc://{username}:{password}@{hostname}:{port}/my_schema?CONNECTIONLCALL=en_US.UTF-8&driver=EXAODBC`                                            |
 | [Google BigQuery](/docs/configuration/databases#google-bigquery)                     | `pip install sqlalchemy-bigquery`                                                  | `bigquery://{project_id}`                                                                                                                              |
@@ -70,7 +72,7 @@ are compatible with Superset.
 | [PostgreSQL](/docs/configuration/databases#postgres)                    | `pip install psycopg2`                                                             | `postgresql://<UserName>:<DBPassword>@<Database Host>/<Database Name>`                                                                                 |
 | [Presto](/docs/configuration/databases#presto)                          | `pip install pyhive`                                                               | `presto://`                                                                                                                                            |
 | [Rockset](/docs/configuration/databases#rockset)                        | `pip install rockset-sqlalchemy`                                                   | `rockset://<api_key>:@<api_server>`                                                                                                                    |
-| [SAP Hana](/docs/configuration/databases#hana)                          | `pip install hdbcli sqlalchemy-hana` or `pip install apache_superset[hana]`          | `hana://{username}:{password}@{host}:{port}`                                                                                                           |
+| [SAP Hana](/docs/configuration/databases#hana)                          | `pip install hdbcli sqlalchemy-hana` or `pip install apache-superset[hana]`          | `hana://{username}:{password}@{host}:{port}`                                                                                                           |
 | [StarRocks](/docs/configuration/databases#starrocks)                    | `pip install starrocks`                                                            | `starrocks://<User>:<Password>@<Host>:<Port>/<Catalog>.<Database>`                                                                                     |
 | [Snowflake](/docs/configuration/databases#snowflake)                    | `pip install snowflake-sqlalchemy`                                                 | `snowflake://{user}:{password}@{account}.{region}/{database}?role={role}&warehouse={warehouse}`                                                        |
 | SQLite                                                    | No additional library needed                                                       | `sqlite://path/to/file.db?check_same_thread=false`                                                                                                     |
@@ -393,21 +395,33 @@ couchbase://{username}:{password}@{hostname}:{port}?truststorepath={certificate

 #### CrateDB

-The recommended connector library for CrateDB is
-[crate](https://pypi.org/project/crate/).
-You need to install the extras as well for this library.
-We recommend adding something like the following
-text to your requirements file:
-
+The connector library for CrateDB is [sqlalchemy-cratedb].
+We recommend to add the following item to your `requirements.txt` file:
 ```
-crate[sqlalchemy]==0.26.0
+sqlalchemy-cratedb>=0.40.1,<1
 ```

-The expected connection string is formatted as follows:
-
+An SQLAlchemy connection string for [CrateDB Self-Managed] on localhost,
+for evaluation purposes, looks like this:
 ```
 crate://crate@127.0.0.1:4200
 ```
+An SQLAlchemy connection string for connecting to [CrateDB Cloud] looks like
+this:
+```
+crate://<username>:<password>@<clustername>.cratedb.net:4200/?ssl=true
+```
+
+Follow the steps [here](/docs/configuration/databases#installing-database-drivers)
+to install the CrateDB connector package when setting up Superset locally using
+Docker Compose.
+```
+echo "sqlalchemy-cratedb" >> ./docker/requirements-local.txt
+```
+
+[CrateDB Cloud]: https://cratedb.com/product/cloud
+[CrateDB Self-Managed]: https://cratedb.com/product/self-managed
+[sqlalchemy-cratedb]: https://pypi.org/project/sqlalchemy-cratedb/


 #### Databend
@@ -512,6 +526,16 @@ For a connection to a SQL endpoint you need to use the HTTP path from the endpoi
 ```


+#### Denodo
+
+The recommended connector library for Denodo is
+[denodo-sqlalchemy](https://pypi.org/project/denodo-sqlalchemy/).
+
+The expected connection string is formatted as follows (default port is 9996):
+
+```
+denodo://{username}:{password}@{hostname}:{port}/{database}
+```


 #### Dremio
@@ -522,7 +546,7 @@ The recommended connector library for Dremio is
 The expected connection string for ODBC (Default port is 31010) is formatted as follows:

 ```
-dremio://{username}:{password}@{host}:{port}/{database_name}/dremio?SSL=1
+dremio+pyodbc://{username}:{password}@{host}:{port}/{database_name}/dremio?SSL=1
 ```

 The expected connection string for Arrow Flight (Dremio 4.9.1+. Default port is 32010) is formatted as follows:
@@ -1307,6 +1331,10 @@ Here's what the connection string looks like:
 starrocks://<User>:<Password>@<Host>:<Port>/<Catalog>.<Database>
 ```

+:::note
+StarRocks maintains their Superset docuementation [here](https://docs.starrocks.io/docs/integrations/BI_integrations/Superset/).
+:::
+
 #### Teradata

 The recommended connector library is
@@ -11,7 +11,7 @@ version: 1
 To configure CORS, or cross-origin resource sharing, the following dependency must be installed:

 ```python
-pip install apache_superset[cors]
+pip install apache-superset[cors]
 ```

 The following keys in `superset_config.py` can be specified to configure CORS:
@@ -24,9 +24,65 @@ The following keys in `superset_config.py` can be specified to configure CORS:
 ## HTTP headers

 Note that Superset bundles [flask-talisman](https://pypi.org/project/talisman/)
-Self-descried as a small Flask extension that handles setting HTTP headers that can help
+Self-described as a small Flask extension that handles setting HTTP headers that can help
 protect against a few common web application security issues.

+
+## HTML Embedding of Dashboards and Charts
+
+There are two ways to embed a dashboard: Using the [SDK](https://www.npmjs.com/package/@superset-ui/embedded-sdk) or embedding a direct link. Note that in the latter case everybody who knows the link is able to access the dashboard.
+
+### Embedding a Public Direct Link to a Dashboard
+
+This works by first changing the content security policy (CSP) of [flask-talisman](https://github.com/GoogleCloudPlatform/flask-talisman) to allow for certain domains to display Superset content. Then a dashboard can be made publicly accessible, i.e. **bypassing authentication**. Once made public, the dashboard's URL can be added to an iframe in another website's HTML code.
+
+#### Changing flask-talisman CSP
+
+Add to `superset_config.py` the entire `TALISMAN_CONFIG` section from `config.py` and include a `frame-ancestors` section:
+```python
+TALISMAN_ENABLED = True
+TALISMAN_CONFIG = {
+    "content_security_policy": {
+    ...
+	"frame-ancestors": ["*.my-domain.com", "*.another-domain.com"],
+    ...
+```
+Restart Superset for this configuration change to take effect.
+
+#### Making a Dashboard Public
+
+1. Add the `'DASHBOARD_RBAC': True` [Feature Flag](https://github.com/apache/superset/blob/master/RESOURCES/FEATURE_FLAGS.md) to `superset_config.py`
+2. Add the `Public` role to your dashboard as described [here](https://superset.apache.org/docs/using-superset/creating-your-first-dashboard/#manage-access-to-dashboards)
+
+#### Embedding a Public Dashboard
+
+Now anybody can directly access the dashboard's URL. You can embed it in an iframe like so:
+
+```html
+<iframe
+  width="600"
+  height="400"
+  seamless
+  frameBorder="0"
+  scrolling="no"
+  src="https://superset.my-domain.com/superset/dashboard/10/?standalone=1&height=400"
+>
+</iframe>
+```
+#### Embedding a Chart
+
+A chart's embed code can be generated by going to a chart's edit view and then clicking at the top right on `...` > `Share` > `Embed code`
+
+### Enabling Embedding via the SDK
+
+Clicking on `...` next to `EDIT DASHBOARD` on the top right of the dashboard's overview page should yield a drop-down menu including the entry "Embed dashboard".
+
+To enable this entry, add the following line to the `.env` file:
+
+```text
+SUPERSET_FEATURE_EMBEDDED_SUPERSET=true
+```
+
 ## CSRF settings

 Similarly, [flask-wtf](https://flask-wtf.readthedocs.io/en/0.15.x/config/) is used manage
@@ -17,8 +17,8 @@ made available in the Jinja context:

 - `columns`: columns which to group by in the query
 - `filter`: filters applied in the query
- `from_dttm`: start `datetime` value from the selected time range (`None` if undefined)
- `to_dttm`: end `datetime` value from the selected time range (`None` if undefined)
+- `from_dttm`: start `datetime` value from the selected time range (`None` if undefined) (deprecated beginning in version 5.0, use `get_time_filter` instead)
+- `to_dttm`: end `datetime` value from the selected time range (`None` if undefined). (deprecated beginning in version 5.0, use `get_time_filter` instead)
 - `groupby`: columns which to group by in the query (deprecated)
 - `metrics`: aggregate expressions in the query
 - `row_limit`: row limit of the query
@@ -48,12 +48,15 @@ WHERE (
    {% if to_dttm is not none %}
        dttm_col < '{{ to_dttm }}' AND
    {% endif %}
-    true
+    1 = 1
 )
 ```

-Note how the Jinja parameters are called within double brackets in the query, and without in the
-logic blocks.
+The `1 = 1` at the end ensures a value is present for the `WHERE` clause even when
+the time filter is not set. For many database engines, this could be replaced with `true`.
+
+Note that the Jinja parameters are called within _double_ brackets in the query and with
+_single_ brackets in the logic blocks.

 To add custom functionality to the Jinja context, you need to overload the default Jinja
 context in your environment by defining the `JINJA_CONTEXT_ADDONS` in your superset configuration
@@ -94,7 +97,7 @@ There is a special ``_filters`` parameter which can be used to test filters used
 ```sql
 SELECT action, count(*) as times
 FROM logs
-WHERE action in {{ filter_values('action_type'))|where_in }}
+WHERE action in {{ filter_values('action_type')|where_in }}
 GROUP BY action
 ```

@@ -346,6 +349,78 @@ Here's a concrete example:
    order by lineage, level
 ```

+**Time Filter**
+
+The `{{ get_time_filter() }}` macro returns the time filter applied to a specific column. This is useful if you want
+to handle time filters inside the virtual dataset, as by default the time filter is placed on the outer query. This can
+considerably improve performance, as many databases and query engines are able to optimize the query better
+if the temporal filter is placed on the inner query, as opposed to the outer query.
+
+The macro takes the following parameters:
+- `column`: Name of the temporal column. Leave undefined to reference the time range from a Dashboard Native Time Range
+  filter (when present).
+- `default`: The default value to fall back to if the time filter is not present, or has the value `No filter`
+- `target_type`: The target temporal type as recognized by the target  database (e.g. `TIMESTAMP`, `DATE` or
+  `DATETIME`). If `column` is defined, the format will default to the type of the column. This is used to produce
+  the format of the `from_expr` and `to_expr` properties of the returned `TimeFilter` object.
+- `strftime`: format using the `strftime` method of `datetime` for custom time formatting.
+  ([see docs for valid format codes](https://docs.python.org/3/library/datetime.html#strftime-and-strptime-format-codes)).
+  When defined `target_type` will be ignored.
+- `remove_filter`: When set to true, mark the filter as processed, removing it from the outer query. Useful when a
+  filter should only apply to the inner query.
+
+The return type has the following properties:
+- `from_expr`: the start of the time filter (if any)
+- `to_expr`: the end of the time filter (if any)
+- `time_range`: The applied time range
+
+Here's a concrete example using the `logs` table from the Superset metastore:
+
+```
+{% set time_filter = get_time_filter("dttm", remove_filter=True) %}
+{% set from_expr = time_filter.from_expr %}
+{% set to_expr = time_filter.to_expr %}
+{% set time_range = time_filter.time_range %}
+SELECT
+  *,
+  '{{ time_range }}' as time_range
+FROM logs
+{% if from_expr or to_expr %}WHERE 1 = 1
+{% if from_expr %}AND dttm >= {{ from_expr }}{% endif %}
+{% if to_expr %}AND dttm < {{ to_expr }}{% endif %}
+{% endif %}
+```
+
+Assuming we are creating a table chart with a simple `COUNT(*)` as the metric with a time filter `Last week` on the
+`dttm` column, this would render the following query on Postgres (note the formatting of the temporal filters, and
+the absence of time filters on the outer query):
+
+```
+SELECT COUNT(*) AS count
+FROM
+  (SELECT *,
+          'Last week' AS time_range
+   FROM public.logs
+   WHERE 1 = 1
+     AND dttm >= TO_TIMESTAMP('2024-08-27 00:00:00.000000', 'YYYY-MM-DD HH24:MI:SS.US')
+     AND dttm < TO_TIMESTAMP('2024-09-03 00:00:00.000000', 'YYYY-MM-DD HH24:MI:SS.US')) AS virtual_table
+ORDER BY count DESC
+LIMIT 1000;
+```
+
+When using the `default` parameter, the templated query can be simplified, as the endpoints will always be defined
+(to use a fixed time range, you can also use something like `default="2024-08-27 : 2024-09-03"`)
+```
+{% set time_filter = get_time_filter("dttm", default="Last week", remove_filter=True) %}
+SELECT
+  *,
+  '{{ time_filter.time_range }}' as time_range
+FROM logs
+WHERE
+  dttm >= {{ time_filter.from_expr }}
+  AND dttm < {{ time_filter.to_expr }}
+```
+
 **Datasets**

 It's possible to query physical and virtual datasets using the `dataset` macro. This is useful if you've defined computed columns and metrics on your datasets, and want to reuse the definition in adhoc SQL Lab queries.
@@ -26,9 +26,9 @@ More references:
 Here's a list of repositories that contain Superset-related packages:

 - [apache/superset](https://github.com/apache/superset)
-  is the main repository containing the `apache_superset` Python package
+  is the main repository containing the `apache-superset` Python package
  distributed on
-  [pypi](https://pypi.org/project/apache_superset/). This repository
+  [pypi](https://pypi.org/project/apache-superset/). This repository
  also includes Superset's main TypeScript/JavaScript bundles and react apps under
  the [superset-frontend](https://github.com/apache/superset/tree/master/superset-frontend)
  folder.
@@ -6,13 +6,13 @@ version: 1
 # Setting up a Development Environment

 The documentation in this section is a bit of a patchwork of knowledge representing the
-multitude of ways that exist to run Superset (`docker-compose`, just "docker", on "metal", using
+multitude of ways that exist to run Superset (`docker compose`, just "docker", on "metal", using
 a Makefile).

 :::note
-Now we have evolved to recommend and support `docker-compose` more actively as the main way
+Now we have evolved to recommend and support `docker compose` more actively as the main way
 to run Superset for development and preserve your sanity. **Most people should stick to
-the first few sections - ("Fork & Clone", "docker-compose" and "Installing Dev Tools")**
+the first few sections - ("Fork & Clone", "docker compose" and "Installing Dev Tools")**
 :::

 ## Fork and Clone
@@ -27,12 +27,12 @@ git clone git@github.com:your-username/superset.git
 cd superset
 ```

-## docker-compose (recommended!)
+## docker compose (recommended!)

-Setting things up to squeeze an "hello world" into any part of Superset should be as simple as
+Setting things up to squeeze a "hello world" into any part of Superset should be as simple as

 ```bash
-docker-compose up
+docker compose up
 ```

 Note that:
@@ -45,7 +45,7 @@ Note that:
  - **Postgres** as the metadata database and to store example datasets, charts and dashboards which
    should be populated upon startup
  - **Redis** as the message queue for our async backend and caching backend
- It'll load up examples into the database upon first startup
+- It'll load up examples into the database upon the first startup
 - all other details and pointers available in
  [docker-compose.yml](https://github.com/apache/superset/blob/master/docker-compose.yml)
 - The local repository is mounted within the services, meaning updating
@@ -53,10 +53,17 @@ Note that:
 - Superset is served at localhost:8088/
 - You can login with admin/admin

+:::note
+Installing and building Node modules for Apache Superset inside `superset-node` can take a
+significant amount of time. This is normal due to the size of the dependencies. Please be
+patient while the process completes, as long wait times do not indicate an issue with your setup.
+If delays seem excessive, check your internet connection or system resources.
+:::
+
 :::caution
-Since `docker-compose` is primarily designed to run a set of containers on **a single host**
+Since `docker compose` is primarily designed to run a set of containers on **a single host**
 and can't credibly support **high availability** as a result, we do not support nor recommend
-using our `docker-compose` constructs to support production-type use-cases. For single host
+using our `docker compose` constructs to support production-type use-cases. For single host
 environments, we recommend using [minikube](https://minikube.sigs.k8s.io/docs/start/) along
 our [installing on k8s](https://superset.apache.org/docs/installation/running-on-kubernetes)
 documentation.
@@ -66,10 +73,10 @@ configured to be secure.
 ## Installing Development Tools

 :::note
-While docker-compose simplifies a lot of the setup, there are still
+While `docker compose` simplifies a lot of the setup, there are still
 many things you'll want to set up locally to power your IDE, and things like
 **commit hooks**, **linters**, and **test-runners**. Note that you can do these
-things inside docker images with commands like `docker-compose exec superset_app bash` for
+things inside docker images with commands like `docker compose exec superset_app bash` for
 instance, but many people like to run that tooling from their host.
 :::

@@ -92,13 +99,55 @@ To install run the following:
 pre-commit install
 ```

-A series of checks will now run when you make a git commit.
+This will install the hooks in your local repository. From now on, a series of checks will
+automatically run whenever you make a Git commit.

-## Alternatives to docker-compose
+#### Running Pre-commit Manually
+
+You can also run the pre-commit checks manually in various ways:
+
+- **Run pre-commit on all files (same as CI):**
+
+  To run the pre-commit checks across all files in your repository, use the following command:
+
+  ```bash
+  pre-commit run --all-files
+  ```
+
+  This is the same set of checks that will run during CI, ensuring your changes meet the project's standards.
+
+- **Run pre-commit on a specific file:**
+
+  If you want to check or fix a specific file, you can do so by specifying the file path:
+
+  ```bash
+  pre-commit run --files path/to/your/file.py
+  ```
+
+  This will only run the checks on the file(s) you specify.
+
+- **Run a specific pre-commit check:**
+
+  To run a specific check (hook) across all files or a particular file, use the following command:
+
+  ```bash
+  pre-commit run <hook_id> --all-files
+  ```
+
+  Or for a specific file:
+
+  ```bash
+  pre-commit run <hook_id> --files path/to/your/file.py
+  ```
+
+  Replace `<hook_id>` with the ID of the specific hook you want to run. You can find the list
+  of available hooks in the `.pre-commit-config.yaml` file.
+
+## Alternatives to `docker compose`

 :::caution
 This part of the documentation is a patchwork of information related to setting up
-development environments without `docker-compose` and are documented/supported to varying
+development environments without `docker compose` and is documented/supported to varying
 degrees. It's been difficult to maintain this wide array of methods and insure they're
 functioning across environments.
 :::
@@ -108,7 +157,7 @@ functioning across environments.
 #### OS Dependencies

 Make sure your machine meets the [OS dependencies](https://superset.apache.org/docs/installation/pypi#os-dependencies) before following these steps.
-You also need to install MySQL or [MariaDB](https://mariadb.com/downloads).
+You also need to install MySQL.

 Ensure that you are using Python version 3.9, 3.10 or 3.11, then proceed with:

@@ -138,11 +187,11 @@ superset load-examples

 # Start the Flask dev web server from inside your virtualenv.
 # Note that your page may not have CSS at this point.
-# See instructions below how to build the front-end assets.
+# See instructions below on how to build the front-end assets.
 superset run -p 8088 --with-threads --reload --debugger --debug
 ```

-Or you can install via our Makefile
+Or you can install it via our Makefile

 ```bash
 # Create a virtual environment and activate it (recommended)
@@ -160,7 +209,7 @@ $ make pre-commit
 ```

 **Note: the FLASK_APP env var should not need to be set, as it's currently controlled
-via `.flaskenv`, however if needed, it should be set to `superset.app:create_app()`**
+via `.flaskenv`, however, if needed, it should be set to `superset.app:create_app()`**

 If you have made changes to the FAB-managed templates, which are not built the same way as the newer, React-powered front-end assets, you need to start the app without the `--with-threads` argument like so:
 `superset run -p 8088 --reload --debugger --debug`
@@ -225,7 +274,7 @@ Frontend assets (TypeScript, JavaScript, CSS, and images) must be compiled in or

 First, be sure you are using the following versions of Node.js and npm:

- `Node.js`: Version 18
+- `Node.js`: Version 20
 - `npm`: Version 10

 We recommend using [nvm](https://github.com/nvm-sh/nvm) to manage your node environment:
@@ -263,7 +312,7 @@ cd superset-frontend
 npm ci
 ```

-Note that Superset uses [Scarf](https://docs.scarf.sh) to capture telemetry/analytics about versions being installed, including the `scarf-js` npm package and an analytics pixel. As noted elsewhere in this documentation, Scarf gathers aggregated stats for the sake of security/release strategy, and does not capture/retain PII. [You can read here](https://docs.scarf.sh/package-analytics/) about the `scarf-js` package, and various means to opt out of it, but you can opt out of the npm package _and_ the pixel by setting the `SCARF_ANALYTICS` environment variable to `false` or opt out of the pixel by adding this setting in `superset-frontent/package.json`:
+Note that Superset uses [Scarf](https://docs.scarf.sh) to capture telemetry/analytics about versions being installed, including the `scarf-js` npm package and an analytics pixel. As noted elsewhere in this documentation, Scarf gathers aggregated stats for the sake of security/release strategy and does not capture/retain PII. [You can read here](https://docs.scarf.sh/package-analytics/) about the `scarf-js` package, and various means to opt out of it, but you can opt out of the npm package _and_ the pixel by setting the `SCARF_ANALYTICS` environment variable to `false` or opt out of the pixel by adding this setting in `superset-frontent/package.json`:

 ```json
 // your-package/package.json
@@ -291,7 +340,7 @@ Error: ENOSPC: System limit for number of file watchers reached
 ```

 The error is thrown because the number of files monitored by the system has reached the limit.
-You can address this this error by increasing the number of inotify watchers.
+You can address this error by increasing the number of inotify watchers.

 The current value of max watches can be checked with:

@@ -302,13 +351,13 @@ cat /proc/sys/fs/inotify/max_user_watches
 Edit the file `/etc/sysctl.conf` to increase this value.
 The value needs to be decided based on the system memory [(see this StackOverflow answer for more context)](https://stackoverflow.com/questions/535768/what-is-a-reasonable-amount-of-inotify-watches-with-linux).

-Open the file in editor and add a line at the bottom specifying the max watches values.
+Open the file in an editor and add a line at the bottom specifying the max watches values.

 ```bash
 fs.inotify.max_user_watches=524288
 ```

-Save the file and exit editor.
+Save the file and exit the editor.
 To confirm that the change succeeded, run the following command to load the updated value of max_user_watches from `sysctl.conf`:

 ```bash
@@ -406,7 +455,7 @@ pre-commit install

 A series of checks will now run when you make a git commit.

-Alternatively it is possible to run pre-commit via tox:
+Alternatively, it is possible to run pre-commit via tox:

 ```bash
 tox -e pre-commit
@@ -490,7 +539,7 @@ commands are invoked.
 There is also a utility script included in the Superset codebase to run python integration tests. The [readme can be
 found here](https://github.com/apache/superset/tree/master/scripts/tests)

-To run all integration tests for example, run this script from the root directory:
+To run all integration tests, for example, run this script from the root directory:

 ```bash
 scripts/tests/run.sh
@@ -565,14 +614,14 @@ As an alternative you can use docker compose environment for testing:
 Make sure you have added below line to your /etc/hosts file:
 `127.0.0.1 db`

-If you already have launched Docker environment please use the following command to assure a fresh database instance:
+If you already have launched Docker environment please use the following command to ensure a fresh database instance:
 `docker compose down -v`

 Launch environment:

 `CYPRESS_CONFIG=true docker compose up`

-It will serve backend and frontend on port 8088.
+It will serve the backend and frontend on port 8088.

 Run Cypress tests:

@@ -609,12 +658,12 @@ For debugging locally using VSCode, you can configure a launch configuration fil
 }
 ```

-#### Raw Docker (without docker-compose)
+#### Raw Docker (without `docker compose`)

 Follow these instructions to debug the Flask app running inside a docker container. Note that
 this will run a barebones Superset web server,

-First add the following to the ./docker-compose.yaml file
+First, add the following to the ./docker-compose.yaml file

 ```diff
 superset:
@@ -728,7 +777,7 @@ See (set capabilities for a container)[https://kubernetes.io/docs/tasks/configur

 Once the pod is running as root and has the SYS_PTRACE capability it will be able to debug the Flask app.

-You can follow the same instructions as in the docker-compose. Enter the pod and install the required library and packages; gdb, netstat and debugpy.
+You can follow the same instructions as in `docker compose`. Enter the pod and install the required library and packages; gdb, netstat and debugpy.

 Often in a Kubernetes environment nodes are not addressable from outside the cluster. VSCode will thus be unable to remotely connect to port 5678 on a Kubernetes node. In order to do this you need to create a tunnel that port forwards 5678 to your local machine.

@@ -736,11 +785,11 @@ Often in a Kubernetes environment nodes are not addressable from outside the clu
 kubectl port-forward  pod/superset-<some random id> 5678:5678
 ```

-You can now launch your VSCode debugger with the same config as above. VSCode will connect to to 127.0.0.1:5678 which is forwarded by kubectl to your remote kubernetes POD.
+You can now launch your VSCode debugger with the same config as above. VSCode will connect to 127.0.0.1:5678 which is forwarded by kubectl to your remote kubernetes POD.

 ### Storybook

-Superset includes a [Storybook](https://storybook.js.org/) to preview the layout/styling of various Superset components, and variations thereof. To open and view the Storybook:
+Superset includes a [Storybook](https://storybook.js.org/) to preview the layout/styling of various Superset components and variations thereof. To open and view the Storybook:

 ```bash
 cd superset-frontend
@@ -890,7 +939,7 @@ To fix it:
   from alembic import op
   ```

-   Alternatively you may also run `superset db merge` to create a migration script
+   Alternatively, you may also run `superset db merge` to create a migration script
   just for merging the heads.

   ```bash
@@ -438,7 +438,7 @@ See [set capabilities for a container](https://kubernetes.io/docs/tasks/configur

 Once the pod is running as root and has the `SYS_PTRACE` capability it will be able to debug the Flask app.

-You can follow the same instructions as in the docker-compose. Enter the pod and install the required library and packages; gdb, netstat and debugpy.
+You can follow the same instructions as in `docker compose`. Enter the pod and install the required library and packages; gdb, netstat and debugpy.

 Often in a Kubernetes environment nodes are not addressable from outside the cluster. VSCode will thus be unable to remotely connect to port 5678 on a Kubernetes node. In order to do this you need to create a tunnel that port forwards 5678 to your local machine.

@@ -174,13 +174,16 @@ You can take a look at this Flask-AppBuilder
 ## Is there a way to force the dashboard to use specific colors?

 It is possible on a per-dashboard basis by providing a mapping of labels to colors in the JSON
-Metadata attribute using the `label_colors` key.
+Metadata attribute using the `label_colors` key. You can use either the full hex color, a named color,
+like `red`, `coral` or `lightblue`, or the index in the current color palette (0 for first color, 1 for
+second etc). Example:

 ```json
 {
    "label_colors": {
-        "Girls": "#FF69B4",
-        "Boys": "#ADD8E6"
+        "foo": "#FF69B4",
+        "bar": "lightblue",
+        "baz": 0
    }
 }
 ```
@@ -59,11 +59,29 @@ Here are the build presets that are exposed through the `build_docker.py` script
  this specific SHA, which could be from a `master` merge, or release.
 - `websocket-latest`: The WebSocket image for use in a Superset cluster.

+
+
 For insights or modifications to the build matrix and tagging conventions,
 check the [build_docker.py](https://github.com/apache/superset/blob/master/scripts/build_docker.py)
 script and the [docker.yml](https://github.com/apache/superset/blob/master/.github/workflows/docker.yml)
 GitHub action.

+## Key ARGs in Dockerfile
+- `BUILD_TRANSLATIONS`: whether to build the translations into the image. For the
+  frontend build this tells webpack to strip out all locales other than `en` from
+  the `moment-timezone` library. For the backendthis skips compiling the
+  `*.po` translation files
+- `DEV_MODE`: whether to skip the frontend build, this is used by our `docker-compose` dev setup
+  where we mount the local volume and build using `webpack` in `--watch` mode, meaning as you
+  alter the code in the local file system, webpack, from within a docker image used for this
+  purpose, will constantly rebuild the frontend as you go. This ARG enables the initial
+  `docker-compose` build to take much less time and resources
+- `INCLUDE_CHROMIUM`: whether to include chromium in the backend build so that it can be
+  used as a headless browser for workloads related to "Alerts & Reports" and thumbnail generation
+- `INCLUDE_FIREFOX`: same as above, but for firefox
+- `PY_VER`: specifying the base image for the python backend, we don't recommend altering
+  this setting if you're not working on forwards or backwards compatibility
+
 ## Caching

 To accelerate builds, we follow Docker best practices and use `apache/superset-cache`.
@@ -83,7 +101,7 @@ add database support for the database you need.

 Currently all automated builds are multi-platform, supporting both `linux/arm64`
 and `linux/amd64`. This enables higher level constructs like `helm` and
-docker-compose to point to these images and effectively be multi-platform
+`docker compose` to point to these images and effectively be multi-platform
 as well.

 Pull requests and master builds
@@ -13,9 +13,9 @@ import useBaseUrl from "@docusaurus/useBaseUrl";
 <br /><br />

 :::caution
-Since `docker-compose` is primarily designed to run a set of containers on **a single host**
+Since `docker compose` is primarily designed to run a set of containers on **a single host**
 and can't support requirements for **high availability**, we do not support nor recommend
-using our `docker-compose` constructs to support production-type use-cases. For single host
+using our `docker compose` constructs to support production-type use-cases. For single host
 environments, we recommend using [minikube](https://minikube.sigs.k8s.io/docs/start/) along
 our [installing on k8s](https://superset.apache.org/docs/installation/running-on-kubernetes)
 documentation.
@@ -26,7 +26,7 @@ Superset locally is using Docker Compose on a Linux or Mac OSX
 computer. Superset does not have official support for Windows. It's also the easiest
 way to launch a fully functioning **development environment** quickly.

-Note that there are 3 major ways we support to run docker-compose:
+Note that there are 3 major ways we support to run `docker compose`:

 1. **docker-compose.yml:** for interactive development, where we mount your local folder with the
  frontend/backend files that you can edit and experience the changes you
@@ -49,9 +49,9 @@ More on these two approaches after setting up the requirements for either.

 ## Requirements

-Note that this documentation assumes that you have [Docker](https://www.docker.com),
-[docker-compose](https://docs.docker.com/compose/), and
-[git](https://git-scm.com/) installed.
+Note that this documentation assumes that you have [Docker](https://www.docker.com) and
+[git](https://git-scm.com/) installed. Note also that we used to use `docker-compose` but that
+is on the path to deprecation so we now use `docker compose` instead.

 ## 1. Clone Superset's GitHub repository

@@ -67,7 +67,7 @@ current directory.

 ## 2. Launch Superset Through Docker Compose

-First let's assume you're familiar with docker-compose mechanics. Here we'll refer generally
+First let's assume you're familiar with `docker compose` mechanics. Here we'll refer generally
 to `docker compose up` even though in some cases you may want to force a check for newer remote
 images using `docker compose pull`, force a build with `docker compose build` or force a build
 on latest base images using `docker compose build --pull`. In most cases though, the simple
@@ -112,7 +112,7 @@ Here various release tags, github SHA, and latest `master` can be referenced by
 Refer to the docker-related documentation to learn more about existing tags you can point to
 from Docker Hub.

-## docker-compose tips & configuration
+## `docker compose` tips & configuration

 :::caution
 All of the content belonging to a Superset instance - charts, dashboards, users, etc. - is stored in
@@ -137,7 +137,7 @@ You can install additional python packages and apply config overrides by followi
 mentioned in [docker/README.md](https://github.com/apache/superset/tree/master/docker#configuration)

 Note that `docker/.env` sets the default environment variables for all the docker images
-used by `docker-compose`, and that `docker/.env-local` can be used to override those defaults.
+used by `docker compose`, and that `docker/.env-local` can be used to override those defaults.
 Also note that `docker/.env-local` is referenced in our `.gitignore`,
 preventing developers from risking committing potentially sensitive configuration to the repository.

@@ -153,9 +153,7 @@ See [Install Database Drivers](/docs/configuration/databases) for more informati

 :::

-The following example installs the Big Query and Elasticsearch database drivers so that you can
-connect to those datasources in your Superset installation:
-
+The following example installs the drivers for BigQuery and Elasticsearch, allowing you to connect to these data sources within your Superset setup:
 ```yaml
 bootstrapScript: |
  #!/bin/bash
@@ -12,7 +12,7 @@ import useBaseUrl from "@docusaurus/useBaseUrl";
 <img src={useBaseUrl("/img/pypi.png" )} width="150" />
 <br /><br />

-This page describes how to install Superset using the `apache_superset` package [published on PyPI](https://pypi.org/project/apache_superset/).
+This page describes how to install Superset using the `apache-superset` package [published on PyPI](https://pypi.org/project/apache-superset/).

 ## OS Dependencies

@@ -22,18 +22,18 @@ level dependencies.

 **Debian and Ubuntu**

-The following command will ensure that the required dependencies are installed:
-
-```bash
-sudo apt-get install build-essential libssl-dev libffi-dev python-dev python-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev
-```
-
-In Ubuntu 20.04 the following command will ensure that the required dependencies are installed:
+In Ubuntu **20.04 and 22.04** the following command will ensure that the required dependencies are installed:

 ```bash
 sudo apt-get install build-essential libssl-dev libffi-dev python3-dev python3-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev
 ```

+In Ubuntu **before 20.04** the following command will ensure that the required dependencies are installed:
+
+```bash
+sudo apt-get install build-essential libssl-dev libffi-dev python-dev python-pip libsasl2-dev libldap2-dev default-libmysqlclient-dev
+```
+
 **Fedora and RHEL-derivative Linux distributions**

 Install the following packages using the `yum` package manager:
@@ -128,10 +128,10 @@ command line.

 ### Installing and Initializing Superset

-First, start by installing `apache_superset`:
+First, start by installing `apache-superset`:

 ```bash
-pip install apache_superset
+pip install apache-superset
 ```

 Then, you need to initialize the database:
@@ -32,7 +32,7 @@ docker compose up
 To upgrade superset in a native installation, run the following commands:

 ```bash
-pip install apache_superset --upgrade
+pip install apache-superset --upgrade
 ```

 ## Upgrading the Metadata Database
@@ -40,6 +40,7 @@ container images and will load up some examples. Once all containers
 are downloaded and the output settles, you're ready to log in.

 ⚠️ If you get an error message like `validating superset\docker-compose-image-tag.yml: services.superset-worker-beat.env_file.0 must be a string`, you need to update your version of `docker-compose`.
+Note that `docker-compose` is on the path to deprecation and you should now use `docker compose` instead.

 ### 3. Log into Superset

@@ -2,21 +2,6 @@
 title: CVEs fixed by release
 sidebar_position: 2
 ---
-#### Version 4.1.2
-
-| CVE            | Title                                                                              | Affected |
-|:---------------|:-----------------------------------------------------------------------------------|---------:|
-| CVE-2025-27696 | Improper authorization leading to resource ownership takeover                      |  < 4.1.2 |
-
-#### Version 4.1.0
-
-| CVE            | Title                                                                              | Affected |
-|:---------------|:-----------------------------------------------------------------------------------|---------:|
-| CVE-2024-53947 | Improper SQL authorisation, parse for specific postgres functions                  |  < 4.1.0 |
-| CVE-2024-53948 | Error verbosity exposes metadata in analytics databases                            |  < 4.1.0 |
-| CVE-2024-53949 | Lower privilege users are able to create Role when FAB_ADD_SECURITY_API is enabled |  < 4.1.0 |
-| CVE-2024-55633 | SQLLab Improper readonly query validation allows unauthorized write access         |  < 4.1.0 |
-
 #### Version 4.0.2

 | CVE            | Title                       | Affected |
@@ -27,33 +27,34 @@ following information about each flight is given:
 You may need to enable the functionality to upload a CSV or Excel file to your database. The following section
 explains how to enable this functionality for the examples database.

-In the top menu, select **Data ‣ Databases**. Find the **examples** database in the list and
+In the top menu, select **Settings ‣ Data ‣ Database Connections**. Find the **examples** database in the list and
 select the **Edit** button.

 <img src={useBaseUrl("/img/tutorial/edit-record.png" )} />

-In the resulting modal window, switch to the **Extra** tab and
-tick the checkbox for **Allow Data Upload**. End by clicking the **Save** button.
+In the resulting modal window, switch to the **Advanced** tab and open **Security** section.
+Then, tick the checkbox for **Allow file uploads to database**. End by clicking the **Finish** button.

-<img src={useBaseUrl("/img/tutorial/add-data-upload.png" )} />
+<img src={useBaseUrl("/img/tutorial/allow-file-uploads.png" )} />

 ### Loading CSV Data

 Download the CSV dataset to your computer from
 [GitHub](https://raw.githubusercontent.com/apache-superset/examples-data/master/tutorial_flights.csv).
-In the Superset menu, select **Data ‣ Upload a CSV**.
+In the top menu, select **Settings ‣ Data ‣ Database Connections**. Then, **Upload file to database ‣ Upload CSV**.

 <img src={useBaseUrl("/img/tutorial/upload_a_csv.png" )} />

-Then, enter the **Table Name** as _tutorial_flights_ and select the CSV file from your computer.
+Then, select select the CSV file from your computer, select **Database** and **Schema**, and enter the **Table Name**
+as _tutorial_flights_.

 <img src={useBaseUrl("/img/tutorial/csv_to_database_configuration.png" )} />

-Next enter the text _Travel Date_ into the **Parse Dates** field.
+Next enter the text _Travel Date_ into the **File settings ‣ Columns to be parsed as dates** field.

 <img src={useBaseUrl("/img/tutorial/parse_dates_column.png" )} />

-Leaving all the other options in their default settings, select **Save** at the bottom of the page.
+Leaving all the other options in their default settings, select **Upload** at the bottom of the page.

 ### Table Visualization

@@ -203,18 +203,13 @@ const config = {
      ({
        docs: {
          sidebarPath: require.resolve('./sidebars.js'),
-          editUrl:
-          ({versionDocsDirPath, docPath}) => {
-            if (docPath === 'intro.md') {
-              return 'https://github.com/apache/superset/edit/master/README.md'
-            }
-            return `https://github.com/apache/superset/edit/master/docs/${versionDocsDirPath}/${docPath}`
-          }
+          editUrl: 'https://github.com/apache/superset/edit/master/docs',
        },
        blog: {
          showReadingTime: true,
          // Please change this to your repo.
-          editUrl: 'https://github.com/facebook/docusaurus/edit/main/website/blog/',
+          editUrl:
+            'https://github.com/facebook/docusaurus/edit/main/website/blog/',
        },
        theme: {
          customCss: require.resolve('./src/styles/custom.css'),
@@ -17,40 +17,40 @@
    "typecheck": "tsc"
  },
  "dependencies": {
-    "@algolia/client-search": "^4.24.0",
-    "@ant-design/icons": "^5.3.7",
-    "@docsearch/react": "^3.6.0",
-    "@docusaurus/core": "^3.4.0",
-    "@docusaurus/plugin-client-redirects": "^3.4.0",
-    "@docusaurus/preset-classic": "^3.4.0",
+    "@algolia/client-search": "^5.12.0",
+    "@ant-design/icons": "^5.4.0",
+    "@docsearch/react": "^3.6.3",
+    "@docusaurus/core": "^3.5.2",
+    "@docusaurus/plugin-client-redirects": "^3.5.2",
+    "@docusaurus/preset-classic": "^3.5.2",
    "@emotion/core": "^10.1.1",
    "@emotion/styled": "^10.0.27",
-    "@mdx-js/react": "^3.0.0",
-    "@saucelabs/theme-github-codeblock": "^0.2.3",
+    "@mdx-js/react": "^3.1.0",
+    "@saucelabs/theme-github-codeblock": "^0.3.0",
    "@superset-ui/style": "^0.14.23",
    "@svgr/webpack": "^8.1.0",
-    "antd": "^4.19.3",
+    "antd": "^5.21.6",
    "buffer": "^6.0.3",
    "clsx": "^2.1.1",
    "docusaurus-plugin-less": "^2.0.2",
    "file-loader": "^6.2.0",
    "less": "^4.2.0",
    "less-loader": "^11.0.0",
-    "prism-react-renderer": "^2.3.1",
+    "prism-react-renderer": "^2.4.0",
    "react": "^18.3.1",
    "react-dom": "^18.3.1",
    "react-github-btn": "^1.4.0",
-    "react-svg-pan-zoom": "^3.12.1",
+    "react-svg-pan-zoom": "^3.13.1",
    "stream": "^0.0.3",
    "swagger-ui-react": "^5.17.14",
    "url-loader": "^4.1.1"
  },
  "devDependencies": {
-    "@docusaurus/module-type-aliases": "^3.4.0",
-    "@docusaurus/tsconfig": "^3.4.0",
-    "@types/react": "^18.3.3",
-    "typescript": "^5.5.2",
-    "webpack": "^5.92.1"
+    "@docusaurus/module-type-aliases": "^3.5.2",
+    "@docusaurus/tsconfig": "^3.5.2",
+    "@types/react": "^18.3.12",
+    "typescript": "^5.6.3",
+    "webpack": "^5.96.1"
  },
  "browserslist": {
    "production": [
@@ -132,4 +132,9 @@ export const Databases = [
    href: 'https://www.couchbase.com/',
    imgName: 'couchbase.svg',
  },
+  {
+    title: 'Denodo',
+    href: 'https://www.denodo.com/',
+    imgName: 'denodo.png',
+  },
 ];
@@ -16,8 +16,6 @@
 * specific language governing permissions and limitations
 * under the License.
 */
-@import '~antd/lib/style/themes/default.less';
-@import '~antd/dist/antd.less'; // Import Ant Design styles by less entry
@import 'antd-theme.less';

 body {
@@ -15,7 +15,7 @@
 # limitations under the License.
 #
 apiVersion: v2
-appVersion: "4.0.1"
+appVersion: "4.1.1"
 description: Apache Superset is a modern, enterprise-ready business intelligence web application
 name: superset
 icon: https://artifacthub.io/image/68c1d717-0e97-491f-b046-754e46f46922@2x
@@ -29,7 +29,7 @@ maintainers:
  - name: craig-rueda
    email: craig@craigrueda.com
    url: https://github.com/craig-rueda
-version: 0.12.12
+version: 0.13.3
 dependencies:
  - name: postgresql
    version: 12.1.6
@@ -23,7 +23,7 @@ NOTE: This file is generated by helm-docs: https://github.com/norwoodj/helm-docs

 # superset

-![Version: 0.12.12](https://img.shields.io/badge/Version-0.12.12-informational?style=flat-square)
+![Version: 0.13.3](https://img.shields.io/badge/Version-0.13.3-informational?style=flat-square)

 Apache Superset is a modern, enterprise-ready business intelligence web application

@@ -69,6 +69,7 @@ On helm this can be set on `extraSecretEnv.SUPERSET_SECRET_KEY` or `configOverri
 | extraConfigs | object | `{}` | Extra files to mount on `/app/pythonpath` |
 | extraEnv | object | `{}` | Extra environment variables that will be passed into pods |
 | extraEnvRaw | list | `[]` | Extra environment variables in RAW format that will be passed into pods |
+| extraLabels | object | `{}` | Labels to be added to all resources |
 | extraSecretEnv | object | `{}` | Extra environment variables to pass as secrets |
 | extraSecrets | object | `{}` | Extra files to mount on `/app/pythonpath` as secrets |
 | extraVolumeMounts | list | `[]` |  |
@@ -28,6 +28,9 @@ metadata:
    chart: {{ template "superset.chart" . }}
    release: {{ .Release.Name }}
    heritage: {{ .Release.Service }}
+    {{- if .Values.extraLabels }}
+      {{- toYaml .Values.extraLabels | nindent 4 }}
+    {{- end }}
 data:
  {{- range $path, $config := .Values.extraConfigs }}
  {{ $path }}: |
@@ -28,6 +28,9 @@ metadata:
    chart: {{ template "superset.chart" . }}
    release: {{ .Release.Name }}
    heritage: {{ .Release.Service }}
+    {{- if .Values.extraLabels }}
+      {{- toYaml .Values.extraLabels | nindent 4 }}
+    {{- end }}
  {{- if .Values.supersetCeleryBeat.deploymentAnnotations }}
  annotations: {{- toYaml .Values.supersetCeleryBeat.deploymentAnnotations | nindent 4 }}
  {{- end }}
@@ -58,6 +61,9 @@ spec:
      labels:
        app: "{{ template "superset.name" . }}-celerybeat"
        release: {{ .Release.Name }}
+        {{- if .Values.extraLabels }}
+          {{- toYaml .Values.extraLabels | nindent 8 }}
+        {{- end }}
        {{- if .Values.supersetCeleryBeat.podLabels }}
          {{- toYaml .Values.supersetCeleryBeat.podLabels | nindent 8 }}
        {{- end }}
@@ -28,6 +28,9 @@ metadata:
    chart: {{ template "superset.chart" . }}
    release: {{ .Release.Name }}
    heritage: {{ .Release.Service }}
+    {{- if .Values.extraLabels }}
+      {{- toYaml .Values.extraLabels | nindent 4 }}
+    {{- end }}
  {{- if .Values.supersetCeleryFlower.deploymentAnnotations }}
  annotations: {{- toYaml .Values.supersetCeleryFlower.deploymentAnnotations | nindent 4 }}
  {{- end }}
@@ -47,6 +50,9 @@ spec:
      labels:
        app: "{{ template "superset.name" . }}-flower"
        release: {{ .Release.Name }}
+        {{- if .Values.extraLabels }}
+          {{- toYaml .Values.extraLabels | nindent 8 }}
+        {{- end }}
        {{- if .Values.supersetCeleryFlower.podLabels }}
          {{- toYaml .Values.supersetCeleryFlower.podLabels | nindent 8 }}
        {{- end }}
@@ -27,6 +27,9 @@ metadata:
    chart: {{ template "superset.chart" . }}
    release: {{ .Release.Name }}
    heritage: {{ .Release.Service }}
+    {{- if .Values.extraLabels }}
+      {{- toYaml .Values.extraLabels | nindent 4 }}
+    {{- end }}
    {{- if .Values.supersetWorker.deploymentLabels }}
      {{- toYaml .Values.supersetWorker.deploymentLabels | nindent 4 }}
    {{- end }}
@@ -64,6 +67,9 @@ spec:
      labels:
        app: {{ template "superset.name" . }}-worker
        release: {{ .Release.Name }}
+        {{- if .Values.extraLabels }}
+          {{- toYaml .Values.extraLabels | nindent 8 }}
+        {{- end }}
        {{- if .Values.supersetWorker.podLabels }}
          {{- toYaml .Values.supersetWorker.podLabels | nindent 8 }}
        {{- end }}
@@ -28,6 +28,9 @@ metadata:
    chart: {{ template "superset.chart" . }}
    release: {{ .Release.Name }}
    heritage: {{ .Release.Service }}
+    {{- if .Values.extraLabels }}
+      {{- toYaml .Values.extraLabels | nindent 4 }}
+    {{- end }}
  {{- if .Values.supersetWebsockets.deploymentAnnotations }}
  annotations: {{- toYaml .Values.supersetWebsockets.deploymentAnnotations | nindent 4 }}
  {{- end }}
@@ -50,6 +53,9 @@ spec:
      labels:
        app: "{{ template "superset.name" . }}-ws"
        release: {{ .Release.Name }}
+        {{- if .Values.extraLabels }}
+          {{- toYaml .Values.extraLabels | nindent 8 }}
+        {{- end }}
        {{- if .Values.supersetWebsockets.podLabels }}
          {{- toYaml .Values.supersetWebsockets.podLabels | nindent 8 }}
        {{- end }}
@@ -27,6 +27,9 @@ metadata:
    chart: {{ template "superset.chart" . }}
    release: {{ .Release.Name }}
    heritage: {{ .Release.Service }}
+    {{- if .Values.extraLabels }}
+      {{- toYaml .Values.extraLabels | nindent 4 }}
+    {{- end }}
    {{- if .Values.supersetNode.deploymentLabels }}
      {{- toYaml .Values.supersetNode.deploymentLabels | nindent 4 }}
    {{- end }}
@@ -66,6 +69,9 @@ spec:
      labels:
        app: {{ template "superset.name" . }}
        release: {{ .Release.Name }}
+        {{- if .Values.extraLabels }}
+          {{- toYaml .Values.extraLabels | nindent 8 }}
+        {{- end }}
        {{- if .Values.supersetNode.podLabels }}
          {{- toYaml .Values.supersetNode.podLabels | nindent 8 }}
        {{- end }}
@@ -27,6 +27,9 @@ metadata:
    chart: {{ template "superset.chart" . }}
    release: {{ .Release.Name }}
    heritage: {{ .Release.Service }}
+    {{- if .Values.extraLabels }}
+      {{- toYaml .Values.extraLabels | nindent 4 }}
+    {{- end }}
 spec:
  scaleTargetRef:
    apiVersion: apps/v1
@@ -27,6 +27,9 @@ metadata:
    chart: {{ template "superset.chart" . }}
    release: {{ .Release.Name }}
    heritage: {{ .Release.Service }}
+    {{- if .Values.extraLabels }}
+      {{- toYaml .Values.extraLabels | nindent 4 }}
+    {{- end }}
 spec:
  scaleTargetRef:
    apiVersion: apps/v1
@@ -29,6 +29,9 @@ metadata:
    chart: {{ template "superset.chart" . }}
    release: {{ .Release.Name }}
    heritage: {{ .Release.Service }}
+    {{- if .Values.extraLabels }}
+      {{- toYaml .Values.extraLabels | nindent 4 }}
+    {{- end }}
  {{- with .Values.ingress.annotations }}
  annotations: {{- toYaml . | nindent 4 }}
  {{- end }}
@@ -23,6 +23,10 @@ kind: Job
 metadata:
  name: {{ template "superset.fullname" . }}-init-db
  namespace: {{ .Release.Namespace }}
+  {{- if .Values.extraLabels }}
+  labels:
+    {{- toYaml .Values.extraLabels | nindent 4 }}
+  {{- end }}
  {{- if .Values.init.jobAnnotations }}
  annotations: {{- toYaml .Values.init.jobAnnotations | nindent 4 }}
  {{- end }}
@@ -31,6 +31,9 @@ metadata:
    chart: {{ template "superset.chart" $ }}
    release: {{ $.Release.Name }}
    heritage: {{ $.Release.Service }}
+    {{- if $.Values.extraLabels }}
+      {{- toYaml $.Values.extraLabels | nindent 4 }}
+    {{- end }}
 spec:
 {{- if .minAvailable }}
  minAvailable: {{ .minAvailable }}
@@ -31,6 +31,9 @@ metadata:
    chart: {{ template "superset.chart" $ }}
    release: {{ $.Release.Name }}
    heritage: {{ $.Release.Service }}
+    {{- if $.Values.extraLabels }}
+      {{- toYaml $.Values.extraLabels | nindent 4 }}
+    {{- end }}
 spec:
 {{- if .minAvailable }}
  minAvailable: {{ .minAvailable }}
@@ -31,6 +31,9 @@ metadata:
    chart: {{ template "superset.chart" $ }}
    release: {{ $.Release.Name }}
    heritage: {{ $.Release.Service }}
+    {{- if $.Values.extraLabels }}
+      {{- toYaml $.Values.extraLabels | nindent 4 }}
+    {{- end }}
 spec:
 {{- if .minAvailable }}
  minAvailable: {{ .minAvailable }}
@@ -31,6 +31,9 @@ metadata:
    chart: {{ template "superset.chart" $ }}
    release: {{ $.Release.Name }}
    heritage: {{ $.Release.Service }}
+    {{- if $.Values.extraLabels }}
+      {{- toYaml $.Values.extraLabels | nindent 4 }}
+    {{- end }}
 spec:
 {{- if .minAvailable }}
  minAvailable: {{ .minAvailable }}
--- a/Show More
+++ b/Show More