ci(mypy): add scripts/__init__.py to fix duplicate-module error

mypy was passed scripts/change_detector.py (resolved as top-level module "change_detector") and the new test importing it as "scripts.change_detector", causing a "Source file found twice under different module names" error. Making scripts/ an explicit package resolves the ambiguity. The script is still invoked path-based in CI (python scripts/change_detector.py), so this is non-breaking. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
test(ci): add unit tests for change_detector workflow_run resolution
2026-06-09 17:49:26 +00:00 · 2026-06-03 14:50:42 -07:00 · 2026-06-03 14:50:42 -07:00 · 2026-06-03 14:50:41 -07:00 · 2026-06-03 23:48:46 +02:00 · 2026-06-03 14:47:31 -07:00
594 changed files with 90844 additions and 18772 deletions
--- a/.github/SECURITY.md
+++ b/.github/SECURITY.md
@@ -1,75 +0,0 @@
-# Security Policy
-
-This is a project of the [Apache Software Foundation](https://apache.org) and follows the
-ASF [vulnerability handling process](https://apache.org/security/#vulnerability-handling).
-
-## Reporting Vulnerabilities
-
-**⚠️ Please do not file GitHub issues for security vulnerabilities as they are public! ⚠️**
-
-
-Apache Software Foundation takes a rigorous standpoint in annihilating the security issues
-in its software projects. Apache Superset is highly sensitive and forthcoming to issues
-pertaining to its features and functionality.
-If you have any concern or believe you have found a vulnerability in Apache Superset,
-please get in touch with the Apache Superset Security Team privately at
-e-mail address [security@superset.apache.org](mailto:security@superset.apache.org).
-
-More details can be found on the ASF website at
-[ASF vulnerability reporting process](https://apache.org/security/#reporting-a-vulnerability)
-
-**Submission Standards & AI Policy**
-
-To ensure engineering focus remains on verified risks and to manage high reporting volumes, all reports must meet the following criteria:
- Plain Text Format: In accordance with Apache guidelines, please provide all details in plain text within the email body. Avoid sending PDFs, Word documents, or password-protected archives.
- Mandatory AI Disclosure: If you utilized Large Language Models (LLMs) or AI tools to identify a flaw or assist in writing a report, you must disclose this in your submission so our triage team can contextualize the findings.
- Human-Verified PoC: All submissions must include a manual, step-by-step Proof of Concept (PoC) performed on a supported release. Raw AI outputs, hypothetical chat transcripts, or unverified scanner logs will be closed as Invalid.
-
-We kindly ask you to include the following information in your report to assist our developers in triaging and remediating issues efficiently:
- Version/Commit: The specific version of Apache Superset or the Git commit hash you are using.
- Configuration: A sanitized copy of your `superset_config.py` file or any config overrides.
- Environment: Your deployment method (e.g., Docker Compose, Helm, or source) and relevant OS/Browser details.
- Impacted Component: Identification of the affected area (e.g., Python backend, React frontend, or a specific database connector).
- Expected vs. Actual Behavior: A clear description of the intended system behavior versus the observed vulnerability.
- Detailed Reproduction Steps: Clear, manual steps to reproduce the vulnerability.
-
-**Vulnerability Definition**
-
-Apache Superset considers a security vulnerability to be a demonstrable issue that has meaningful impact on confidentiality, integrity, or availability beyond the intended security model. Low-impact boundary variations or technical edge cases in existing access controls may be classified as hardening improvements rather than vulnerabilities, even if exploitable.
-
-**Out of Scope Vulnerabilities**
-
-To prioritize engineering efforts on genuine architectural risks, the following scenarios are explicitly out of scope and will not be issued a CVE:
- **Attacks requiring Admin privileges**: (e.g., CSS injection, template manipulation, dashboard ownership overrides, or modifying global system settings). Per the CVE vulnerability definition in CNA Operational Rules 4.1, a qualifying vulnerability must allow violation of a security policy. The Admin role is a fully trusted operational boundary defined by Apache Superset's security policy; actions within this boundary do not violate that policy and are therefore considered intended capabilities 'by design,' not vulnerabilities.
- **Brute Force and Rate Limiting**: Reports targeting a lack of resource exhaustion protections, generic rate-limiting, or volumetric Denial of Service (DoS) attempts.
- **Theoretical attack vectors**: Issues without a demonstrable, reproducible exploit path.
- **Non-Exploitable Findings**: Missing security headers, generic banner disclosures, or descriptive error messages that do not lead to a direct, documented exploit.
- **User enumeration**: API responses, timing differences, or error messages that reveal whether user accounts, IDs, dashboards, or datasets exist.
- **Information disclosure (low impact)**: Software version disclosure, generic error messages, stack traces without sensitive data exposure, or system configuration details that don't enable further exploitation.
- **Resource exhaustion requiring authentication**: Denial of Service attacks that require valid user credentials and don't bypass rate limiting or resource controls.
- **Missing security headers**: Without demonstration of a concrete exploit scenario that leverages the missing header.
-
-**Outcome of Reports**
-
-Reports that are deemed out-of-scope for a CVE but represent valid security best practices or hardening opportunities may be converted into public GitHub issues. This allows the community to contribute to the general hardening of the platform even when a specific vulnerability threshold is not met.
-
-Note that Apache Superset is not responsible for any third-party dependencies that may
-have security issues. Any vulnerabilities found in third-party dependencies should be
-reported to the maintainers of those projects. Results from security scans of Apache
-Superset dependencies found on its official Docker image can be remediated at release time
-by extending the image itself.
-
-**Vulnerability Aggregation & CVE Attribution**
-
-In accordance with MITRE CNA Operational Rules (4.1.10, 4.1.11, and 4.2.13), Apache Superset issues CVEs based on the underlying architectural root cause rather than the number of affected endpoints or exploit payloads.
- Aggregation: If multiple exploit vectors stem from the same programmatic failure or shared vulnerable code, they must be aggregated into a single, comprehensive report.
- Independent Fixes: Separate CVEs will only be assigned if the vulnerabilities reside in decoupled architectural modules and can be fixed independently of one another.
-Reports that fail to aggregate related findings will be merged during triage to ensure an accurate and defensible CVE record.
-
-**Your responsible disclosure and collaboration are invaluable.**
-
-## Extra Information
-
- - [Apache Superset documentation](https://superset.apache.org/docs/security)
- - [Common Vulnerabilities and Exposures by release](https://superset.apache.org/docs/security/cves)
- - [How Security Vulnerabilities are Reported & Handled in Apache Superset (Blog)](https://preset.io/blog/how-security-vulnerabilities-are-reported-and-handled-in-apache-superset/)
--- a/.github/actions/setup-backend/action.yml
+++ b/.github/actions/setup-backend/action.yml
@@ -24,32 +24,41 @@ runs:
    - name: Interpret Python Version
      id: set-python-version
      shell: bash
+      env:
+        INPUT_PYTHON_VERSION: ${{ inputs.python-version }}
      run: |
-        if [ "${{ inputs.python-version }}" = "current" ]; then
-          echo "PYTHON_VERSION=3.11" >> $GITHUB_ENV
-        elif [ "${{ inputs.python-version }}" = "next" ]; then
+        if [ "$INPUT_PYTHON_VERSION" = "current" ]; then
+          RESOLVED_VERSION="3.11"
+        elif [ "$INPUT_PYTHON_VERSION" = "next" ]; then
          # currently disabled in GHA matrixes because of library compatibility issues
-          echo "PYTHON_VERSION=3.12" >> $GITHUB_ENV
-        elif [ "${{ inputs.python-version }}" = "previous" ]; then
-          echo "PYTHON_VERSION=3.10" >> $GITHUB_ENV
+          RESOLVED_VERSION="3.12"
+        elif [ "$INPUT_PYTHON_VERSION" = "previous" ]; then
+          RESOLVED_VERSION="3.10"
+        elif printf '%s' "$INPUT_PYTHON_VERSION" | grep -Eq '^[0-9]+\.[0-9]+(\.[0-9]+)?$'; then
+          RESOLVED_VERSION="$INPUT_PYTHON_VERSION"
        else
-          echo "PYTHON_VERSION=${{ inputs.python-version }}" >> $GITHUB_ENV
+          echo "Invalid python-version: '$INPUT_PYTHON_VERSION'" >&2
+          exit 1
        fi
-    - name: Set up Python ${{ env.PYTHON_VERSION }}
-      uses: actions/setup-python@v5
+        echo "python-version=$RESOLVED_VERSION" >> "$GITHUB_OUTPUT"
+    - name: Set up Python ${{ steps.set-python-version.outputs.python-version }}
+      uses: actions/setup-python@a26af69be951a213d495a4c3e4e4022e16d87065 # v5
      with:
-        python-version: ${{ env.PYTHON_VERSION }}
+        python-version: ${{ steps.set-python-version.outputs.python-version }}
        cache: ${{ inputs.cache }}
    - name: Install dependencies
+      env:
+        INPUT_INSTALL_SUPERSET: ${{ inputs.install-superset }}
+        INPUT_REQUIREMENTS_TYPE: ${{ inputs.requirements-type }}
      run: |
-        if [ "${{ inputs.install-superset }}" = "true" ]; then
+        if [ "$INPUT_INSTALL_SUPERSET" = "true" ]; then
          sudo apt-get update && sudo apt-get -y install libldap2-dev libsasl2-dev

          pip install --upgrade pip setuptools wheel uv

-          if [ "${{ inputs.requirements-type }}" = "dev" ]; then
+          if [ "$INPUT_REQUIREMENTS_TYPE" = "dev" ]; then
            uv pip install --system -r requirements/development.txt
-          elif [ "${{ inputs.requirements-type }}" = "base" ]; then
+          elif [ "$INPUT_REQUIREMENTS_TYPE" = "base" ]; then
            uv pip install --system -r requirements/base.txt
          fi

--- a/.github/actions/setup-docker/action.yml
+++ b/.github/actions/setup-docker/action.yml
@@ -26,7 +26,7 @@ runs:

    - name: Set up QEMU
      if: ${{ inputs.build == 'true' }}
-      uses: docker/setup-qemu-action@29109295f81e9208d7d86ff1c6c12d2833863392 # v3.6.0
+      uses: docker/setup-qemu-action@06116385d9baf250c9f4dcb4858b16962ea869c3 # v4.1.0
      with:
        # Pin the binfmt image to a specific QEMU release. The default
        # (`tonistiigi/binfmt:latest`) is a moving target, and drift across
@@ -39,12 +39,12 @@ runs:

    - name: Set up Docker Buildx
      if: ${{ inputs.build == 'true' }}
-      uses: docker/setup-buildx-action@8d2750c68a42422c14e847fe6c8ac0403b4cbd6f # v3.12.0
+      uses: docker/setup-buildx-action@d7f5e7f509e45cec5c76c4d5afdd7de93d0b3df5 # v4.1.0

    - name: Try to login to DockerHub
      if: ${{ inputs.login-to-dockerhub == 'true' }}
      continue-on-error: true
-      uses: docker/login-action@c94ce9fb468520275223c153574b00df6fe4bcc9 # v3.7.0
+      uses: docker/login-action@650006c6eb7dba73a995cc03b0b2d7f5ca915bee # v4.2.0
      with:
        username: ${{ inputs.dockerhub-user }}
        password: ${{ inputs.dockerhub-token }}
--- a/.github/actions/setup-supersetbot/action.yml
+++ b/.github/actions/setup-supersetbot/action.yml
@@ -10,7 +10,7 @@ runs:
  steps:

    - name: Setup Node Env
-      uses: actions/setup-node@v4
+      uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
      with:
        node-version: '20'

@@ -21,8 +21,9 @@ runs:

    - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
      if: ${{ inputs.from-npm == 'false' }}
-      uses: actions/checkout@v4
+      uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
      with:
+        persist-credentials: false
        repository: apache-superset/supersetbot
        path: supersetbot

--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -10,7 +10,7 @@ updates:
    schedule:
      interval: "daily"
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    ignore:
@@ -59,7 +59,7 @@ updates:
    open-pull-requests-limit: 30
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7


  - package-ecosystem: "pip"
@@ -76,7 +76,7 @@ updates:
      - pip
      - dependabot
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: ".github/actions"
@@ -85,7 +85,7 @@ updates:
    open-pull-requests-limit: 10
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/docs/"
@@ -110,7 +110,7 @@ updates:
    open-pull-requests-limit: 10
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-websocket/"
@@ -121,7 +121,7 @@ updates:
      - dependabot
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-websocket/utils/client-ws-app/"
@@ -133,7 +133,7 @@ updates:
    open-pull-requests-limit: 10
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  # Now for all of our plugins and packages!

@@ -147,7 +147,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/legacy-plugin-chart-partition/"
@@ -159,7 +159,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/legacy-plugin-chart-world-map/"
@@ -171,7 +171,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/plugin-chart-pivot-table/"
@@ -186,7 +186,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/legacy-plugin-chart-chord/"
@@ -198,7 +198,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/legacy-plugin-chart-horizon/"
@@ -210,7 +210,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/legacy-plugin-chart-rose/"
@@ -222,7 +222,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/legacy-preset-chart-deckgl/"
@@ -234,7 +234,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/plugin-chart-table/"
@@ -249,7 +249,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/legacy-plugin-chart-country-map/"
@@ -261,7 +261,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/legacy-plugin-chart-map-box/"
@@ -273,7 +273,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/legacy-preset-chart-nvd3/"
@@ -285,7 +285,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/plugin-chart-word-cloud/"
@@ -297,7 +297,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/legacy-plugin-chart-paired-t-test/"
@@ -309,7 +309,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/plugin-chart-echarts/"
@@ -321,7 +321,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/plugin-chart-ag-grid-table/"
@@ -333,7 +333,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/plugin-chart-cartodiagram/"
@@ -345,7 +345,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/legacy-plugin-chart-parallel-coordinates/"
@@ -357,7 +357,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/plugins/plugin-chart-handlebars/"
@@ -373,7 +373,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/packages/generator-superset/"
@@ -385,7 +385,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/packages/superset-ui-chart-controls/"
@@ -397,7 +397,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/packages/superset-ui-core/"
@@ -414,7 +414,7 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7

  - package-ecosystem: "npm"
    directory: "/superset-frontend/packages/superset-ui-switchboard/"
@@ -426,4 +426,4 @@ updates:
    open-pull-requests-limit: 5
    versioning-strategy: increase
    cooldown:
-      default-days: 5
+      default-days: 7
--- a/.github/workflows/bashlib.sh
+++ b/.github/workflows/bashlib.sh
@@ -20,10 +20,6 @@ set -e
 GITHUB_WORKSPACE=${GITHUB_WORKSPACE:-.}
 ASSETS_MANIFEST="$GITHUB_WORKSPACE/superset/static/assets/manifest.json"

-# Rounded job start time, used to create a unique Cypress build id for
-# parallelization so we can manually rerun a job after 20 minutes
-NONCE=$(echo "$(date "+%Y%m%d%H%M") - ($(date +%M)%20)" | bc)
-
 # Echo only when not in parallel mode
 say() {
  if [[ $(echo "$INPUT_PARALLEL" | tr '[:lower:]' '[:upper:]') != 'TRUE' ]]; then
@@ -59,6 +55,15 @@ build-assets() {
  say "::endgroup::"
 }

+build-embedded-sdk() {
+  cd "$GITHUB_WORKSPACE/superset-embedded-sdk"
+
+  say "::group::Build embedded SDK bundle for E2E tests"
+  npm ci
+  npm run build
+  say "::endgroup::"
+}
+
 build-instrumented-assets() {
  cd "$GITHUB_WORKSPACE/superset-frontend"

@@ -276,7 +281,12 @@ playwright-run() {
  cd "$GITHUB_WORKSPACE"
  local serverlog="${HOME}/superset-playwright.log"
  local port=8081
-  PLAYWRIGHT_BASE_URL="http://localhost:${port}"
+  # Use 127.0.0.1 explicitly: `flask run` binds IPv4 only, and Node's DNS
+  # resolution for `localhost` can return `::1` first (IPv6), which then
+  # refuses against the IPv4 listener and surfaces as
+  # `connect ECONNREFUSED ::1:<port>` in API helpers driven from Node
+  # (e.g., the embedded test app's exposed token fetcher).
+  PLAYWRIGHT_BASE_URL="http://127.0.0.1:${port}"
  if [ -n "$APP_ROOT" ]; then
    export SUPERSET_APP_ROOT=$APP_ROOT
    PLAYWRIGHT_BASE_URL=${PLAYWRIGHT_BASE_URL}${APP_ROOT}/
--- a/.github/workflows/cancel_duplicates.yml
+++ b/.github/workflows/cancel_duplicates.yml
@@ -1,43 +0,0 @@
-name: Cancel Duplicates
-on:
-  workflow_run:
-    workflows:
-      - "Miscellaneous"
-    types:
-      - requested
-
-jobs:
-  cancel-duplicate-runs:
-    name: Cancel duplicate workflow runs
-    runs-on: ubuntu-24.04
-    permissions:
-      actions: write
-      contents: read
-    steps:
-      - name: Check number of queued tasks
-        id: check_queued
-        env:
-          GITHUB_TOKEN: ${{ github.token }}
-          GITHUB_REPO: ${{ github.repository }}
-        run: |
-          get_count() {
-            echo $(curl -s -H "Authorization: token $GITHUB_TOKEN" \
-                    "https://api.github.com/repos/$GITHUB_REPO/actions/runs?status=$1" | \
-                    jq ".total_count")
-          }
-          count=$(( `get_count queued` + `get_count in_progress` ))
-          echo "Found $count unfinished jobs."
-          echo "count=$count" >> $GITHUB_OUTPUT
-
-      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
-        if: steps.check_queued.outputs.count >= 20
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-
-      - name: Cancel duplicate workflow runs
-        if: steps.check_queued.outputs.count >= 20
-        env:
-          GITHUB_TOKEN: ${{ github.token }}
-          GITHUB_REPOSITORY: ${{ github.repository }}
-        run: |
-          pip install click requests typing_extensions python-dateutil
-          python ./scripts/cancel_github_workflows.py
--- a/.github/workflows/check-python-deps.yml
+++ b/.github/workflows/check-python-deps.yml
@@ -38,6 +38,19 @@ jobs:
        if: steps.check.outputs.python
        uses: ./.github/actions/setup-backend/

+      # Authenticate the Docker daemon so the python:slim pull in
+      # uv-pip-compile.sh uses our (much higher) authenticated rate limit
+      # instead of the shared-runner anonymous one. Best-effort: on fork PRs the
+      # secrets are unavailable, so this no-ops and the pull falls back to
+      # anonymous (covered by the retry loop in the script).
+      - name: Login to Docker Hub
+        if: steps.check.outputs.python
+        continue-on-error: true
+        uses: docker/login-action@650006c6eb7dba73a995cc03b0b2d7f5ca915bee # v4.2.0
+        with:
+          username: ${{ secrets.DOCKERHUB_USER }}
+          password: ${{ secrets.DOCKERHUB_TOKEN }}
+
      - name: Run uv
        if: steps.check.outputs.python
        run: ./scripts/uv-pip-compile.sh
--- a/.github/workflows/check_db_migration_confict.yml
+++ b/.github/workflows/check_db_migration_confict.yml
@@ -26,6 +26,8 @@ jobs:
    steps:
      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          persist-credentials: false
      - name: Check and notify
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
--- a/.github/workflows/claude.yml
+++ b/.github/workflows/claude.yml
@@ -6,6 +6,9 @@ on:
  pull_request_review_comment:
    types: [created]

+permissions:
+  contents: read
+
 jobs:
  check-permissions:
    if: |
@@ -75,6 +78,7 @@ jobs:
    - name: Checkout repository
      uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
      with:
+        persist-credentials: false
        fetch-depth: 1

    - name: Run Claude PR Action
--- a/.github/workflows/codeql-analysis.yml
+++ b/.github/workflows/codeql-analysis.yml
@@ -32,6 +32,8 @@ jobs:
    steps:
      - name: Checkout repository
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          persist-credentials: false

      - name: Check for file changes
        id: check
@@ -41,7 +43,7 @@ jobs:

      # Initializes the CodeQL tools for scanning.
      - name: Initialize CodeQL
-        uses: github/codeql-action/init@9e0d7b8d25671d64c341c19c0152d693099fb5ba # v4
+        uses: github/codeql-action/init@7211b7c8077ea37d8641b6271f6a365a22a5fbfa # v4
        with:
          languages: ${{ matrix.language }}
          # If you wish to specify custom queries, you can do so here or in a config file.
@@ -53,6 +55,6 @@ jobs:

      - name: Perform CodeQL Analysis
        if: steps.check.outputs.python || steps.check.outputs.frontend
-        uses: github/codeql-action/analyze@9e0d7b8d25671d64c341c19c0152d693099fb5ba # v4
+        uses: github/codeql-action/analyze@7211b7c8077ea37d8641b6271f6a365a22a5fbfa # v4
        with:
          category: "/language:${{matrix.language}}"
--- a/.github/workflows/dependency-review.yml
+++ b/.github/workflows/dependency-review.yml
@@ -28,6 +28,8 @@ jobs:
    steps:
      - name: "Checkout Repository"
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          persist-credentials: false
      - name: "Dependency Review"
        uses: actions/dependency-review-action@a1d282b36b6f3519aa1f3fc636f609c47dddb294 # v5.0.0
        continue-on-error: true
@@ -50,6 +52,8 @@ jobs:
    steps:
      - name: "Checkout Repository"
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          persist-credentials: false

      - name: Setup Python
        uses: ./.github/actions/setup-backend/
--- a/.github/workflows/docker.yml
+++ b/.github/workflows/docker.yml
@@ -73,20 +73,21 @@ jobs:
        shell: bash
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          BUILD_PRESET: ${{ matrix.build_preset }}
        run: |
          # Single platform builds in pull_request context to speed things up
-          if [ "${{ github.event_name }}" = "push" ]; then
+          if [ "$GITHUB_EVENT_NAME" = "push" ]; then
            PLATFORM_ARG="--platform linux/arm64 --platform linux/amd64"
            # can only --load images in single-platform builds
            PUSH_OR_LOAD="--push"
-          elif [ "${{ github.event_name }}" = "pull_request" ]; then
+          elif [ "$GITHUB_EVENT_NAME" = "pull_request" ]; then
            PLATFORM_ARG="--platform linux/amd64"
            PUSH_OR_LOAD="--load"
          fi

          supersetbot docker \
            $PUSH_OR_LOAD \
-            --preset ${{ matrix.build_preset }} \
+            --preset "$BUILD_PRESET" \
            --context "$EVENT" \
            --context-ref "$RELEASE" $FORCE_LATEST \
            --extra-flags "--build-arg INCLUDE_CHROMIUM=false --tag $IMAGE_TAG" \
@@ -95,7 +96,11 @@ jobs:
      # in the context of push (using multi-platform build), we need to pull the image locally
      - name: Docker pull
        if: github.event_name == 'push' && (steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker)
-        run:  docker pull $IMAGE_TAG
+        run: |
+          for i in 1 2 3; do
+            docker pull $IMAGE_TAG && break
+            [ $i -lt 3 ] && sleep 30
+          done

      - name: Print docker stats
        if: steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker
@@ -108,8 +113,10 @@ jobs:
      - name: docker-compose sanity check
        if: (steps.check.outputs.python || steps.check.outputs.frontend || steps.check.outputs.docker) && matrix.build_preset == 'dev'
        shell: bash
+        env:
+          BUILD_PRESET: ${{ matrix.build_preset }}
        run: |
-          export SUPERSET_BUILD_TARGET=${{ matrix.build_preset }}
+          export SUPERSET_BUILD_TARGET=$BUILD_PRESET
          # This should reuse the CACHED image built in the previous steps
          docker compose build superset-init --build-arg DEV_MODE=false --build-arg INCLUDE_CHROMIUM=false
          docker compose up superset-init --exit-code-from superset-init
--- a/.github/workflows/embedded-sdk-release.yml
+++ b/.github/workflows/embedded-sdk-release.yml
@@ -34,6 +34,8 @@ jobs:
        working-directory: superset-embedded-sdk
    steps:
      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          persist-credentials: false
      - uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
        with:
          node-version-file: './superset-embedded-sdk/.nvmrc'
--- a/.github/workflows/embedded-sdk-test.yml
+++ b/.github/workflows/embedded-sdk-test.yml
@@ -22,6 +22,8 @@ jobs:
        working-directory: superset-embedded-sdk
    steps:
      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          persist-credentials: false
      - uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
        with:
          node-version-file: './superset-embedded-sdk/.nvmrc'
--- a/.github/workflows/ephemeral-env-pr-close.yml
+++ b/.github/workflows/ephemeral-env-pr-close.yml
@@ -1,83 +0,0 @@
-name: Cleanup ephemeral envs (PR close) [DEPRECATED]
-
-# ⚠️  DEPRECATION NOTICE ⚠️
-# This workflow is deprecated and will be removed in a future version.
-# The new Superset Showtime workflow handles cleanup automatically.
-# See .github/workflows/showtime.yml and showtime-cleanup.yml for replacements.
-# Migration guide: https://github.com/mistercrunch/superset-showtime
-
-on:
-  pull_request_target:
-    types: [closed]
-
-jobs:
-  config:
-    runs-on: ubuntu-24.04
-    outputs:
-      has-secrets: ${{ steps.check.outputs.has-secrets }}
-    steps:
-      - name: "Check for secrets"
-        id: check
-        shell: bash
-        run: |
-          if [ -n "${AWS_ACCESS_KEY_ID}" ]; then
-            echo "has-secrets=1" >> "$GITHUB_OUTPUT"
-          fi
-
-        env:
-          AWS_ACCESS_KEY_ID: ${{ (secrets.AWS_ACCESS_KEY_ID != '' && secrets.AWS_SECRET_ACCESS_KEY != '') || '' }}
-  ephemeral-env-cleanup:
-    needs: config
-    if: needs.config.outputs.has-secrets
-    name: Cleanup ephemeral envs
-    runs-on: ubuntu-24.04
-    permissions:
-      pull-requests: write
-    steps:
-      - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@8df5847569e6427dd6c4fb1cf565c83acfa8afa7 # v6
-        with:
-          aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
-          aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
-          aws-region: us-west-2
-
-      - name: Describe ECS service
-        id: describe-services
-        run: |
-          echo "active=$(aws ecs describe-services --cluster superset-ci --services pr-${{ github.event.number }}-service | jq '.services[] | select(.status == "ACTIVE") | any')" >> $GITHUB_OUTPUT
-
-      - name: Delete ECS service
-        if: steps.describe-services.outputs.active == 'true'
-        id: delete-service
-        run: |
-          aws ecs delete-service \
-          --cluster superset-ci \
-          --service pr-${{ github.event.number }}-service \
-          --force
-
-      - name: Login to Amazon ECR
-        if: steps.describe-services.outputs.active == 'true'
-        id: login-ecr
-        uses: aws-actions/amazon-ecr-login@fa648b43de3d4d023bcb3f89ed6940096949c419 # v2
-
-      - name: Delete ECR image tag
-        if: steps.describe-services.outputs.active == 'true'
-        id: delete-image-tag
-        run: |
-          aws ecr batch-delete-image \
-          --registry-id $(echo "${{ steps.login-ecr.outputs.registry }}" | grep -Eo "^[0-9]+") \
-          --repository-name superset-ci \
-          --image-ids imageTag=pr-${{ github.event.number }}
-
-      - name: Comment (success)
-        if: steps.describe-services.outputs.active == 'true'
-        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
-        with:
-          github-token: ${{github.token}}
-          script: |
-            github.rest.issues.createComment({
-              issue_number: ${{ github.event.number }},
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              body: '⚠️ **DEPRECATED WORKFLOW** - Ephemeral environment shutdown and build artifacts deleted. Please migrate to the new Superset Showtime system for future PRs.'
-            })
--- a/.github/workflows/ephemeral-env.yml
+++ b/.github/workflows/ephemeral-env.yml
@@ -1,350 +0,0 @@
-name: Ephemeral env workflow [DEPRECATED]
-
-# ⚠️  DEPRECATION NOTICE ⚠️
-# This workflow is deprecated and will be removed in a future version.
-# Please use the new Superset Showtime workflow instead:
-# - Use label "🎪 trigger-start" instead of "testenv-up"
-# - Showtime provides better reliability and easier management
-# - See .github/workflows/showtime.yml for the replacement
-# - Migration guide: https://github.com/mistercrunch/superset-showtime
-
-# Example manual trigger:
-# gh workflow run ephemeral-env.yml --ref fix_ephemerals --field label_name="testenv-up" --field issue_number=666
-
-on:
-  pull_request_target:
-    types:
-      - labeled
-  workflow_dispatch:
-    inputs:
-      label_name:
-        description: 'Label name to simulate label-based /testenv trigger'
-        required: true
-        default: 'testenv-up'
-      issue_number:
-        description: 'Issue or PR number'
-        required: true
-
-jobs:
-  ephemeral-env-label:
-    concurrency:
-      group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}-label
-      cancel-in-progress: true
-    name: Evaluate ephemeral env label trigger
-    runs-on: ubuntu-24.04
-    permissions:
-      pull-requests: write
-    outputs:
-      slash-command: ${{ steps.eval-label.outputs.result }}
-      feature-flags: ${{ steps.eval-feature-flags.outputs.result }}
-      sha: ${{ steps.get-sha.outputs.sha }}
-    env:
-      DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }}
-      DOCKERHUB_TOKEN: ${{ secrets.DOCKERHUB_TOKEN }}
-
-    steps:
-      - name: Check for the "testenv-up" label
-        id: eval-label
-        run: |
-          if [[ "${{ github.event_name }}" == "workflow_dispatch" ]]; then
-            LABEL_NAME="${INPUT_LABEL_NAME}"
-          else
-            LABEL_NAME="${{ github.event.label.name }}"
-          fi
-
-          echo "Evaluating label: $LABEL_NAME"
-
-          if [[ "$LABEL_NAME" == "testenv-up" ]]; then
-            echo "result=up" >> $GITHUB_OUTPUT
-          else
-            echo "result=noop" >> $GITHUB_OUTPUT
-          fi
-
-        env:
-          INPUT_LABEL_NAME: ${{ github.event.inputs.label_name }}
-      - name: Get event SHA
-        id: get-sha
-        if: steps.eval-label.outputs.result == 'up'
-        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
-        with:
-          github-token: ${{ secrets.GITHUB_TOKEN }}
-          script: |
-            let prSha;
-
-            // If event is workflow_dispatch, use the issue_number from inputs
-            if (context.eventName === "workflow_dispatch") {
-              const prNumber = "${{ github.event.inputs.issue_number }}";
-              if (!prNumber) {
-                console.log("No PR number found.");
-                return;
-              }
-
-              // Fetch PR details using the provided issue_number
-              const { data: pr } = await github.rest.pulls.get({
-                owner: context.repo.owner,
-                repo: context.repo.repo,
-                pull_number: prNumber
-              });
-
-              prSha = pr.head.sha;
-            } else {
-              // If it's not workflow_dispatch, use the PR head sha from the event
-              prSha = context.payload.pull_request.head.sha;
-            }
-
-            console.log(`PR SHA: ${prSha}`);
-            core.setOutput("sha", prSha);
-
-      - name: Looking for feature flags in PR description
-        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
-        id: eval-feature-flags
-        if: steps.eval-label.outputs.result == 'up'
-        with:
-          script: |
-            const description = context.payload.pull_request
-              ? context.payload.pull_request.body || ''
-              : context.payload.inputs.pr_description || '';
-
-            const pattern = /FEATURE_(\w+)=(\w+)/g;
-            let results = [];
-            [...description.matchAll(pattern)].forEach(match => {
-              const config = {
-                name: `SUPERSET_FEATURE_${match[1]}`,
-                value: match[2],
-              };
-              results.push(config);
-            });
-
-            return results;
-
-      - name: Reply with confirmation comment
-        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
-        if: steps.eval-label.outputs.result == 'up'
-        with:
-          github-token: ${{ secrets.GITHUB_TOKEN }}
-          script: |
-            const action = '${{ steps.eval-label.outputs.result }}';
-            const user = context.actor;
-            const runId = context.runId;
-            const workflowUrl = `${context.serverUrl}/${context.repo.owner}/${context.repo.repo}/actions/runs/${runId}`;
-
-            const issueNumber = context.payload.pull_request
-              ? context.payload.pull_request.number
-              : context.payload.inputs.issue_number;
-
-            if (!issueNumber) {
-              throw new Error("Issue number is not available.");
-            }
-
-            const body = `⚠️ **DEPRECATED WORKFLOW** ⚠️\n\n@${user} This workflow is deprecated! Please use the new **Superset Showtime** system instead:\n\n` +
-              `- Replace "testenv-up" label with "🎪 trigger-start"\n` +
-              `- Better reliability and easier management\n` +
-              `- See https://github.com/mistercrunch/superset-showtime for details\n\n` +
-              `Processing your ephemeral environment request [here](${workflowUrl}). Action: **${action}**.` +
-              ` More information on [how to use or configure ephemeral environments]` +
-              `(https://superset.apache.org/docs/contributing/howtos/#github-ephemeral-environments)`;
-
-
-            await github.rest.issues.createComment({
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              issue_number: issueNumber,
-              body,
-            });
-
-  ephemeral-docker-build:
-    concurrency:
-      group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}-build
-      cancel-in-progress: true
-    needs: ephemeral-env-label
-    if: needs.ephemeral-env-label.outputs.slash-command == 'up'
-    name: ephemeral-docker-build
-    runs-on: ubuntu-24.04
-    steps:
-      - name: "Checkout ${{ github.ref }} ( ${{ needs.ephemeral-env-label.outputs.sha }} : ${{steps.get-sha.outputs.sha}} )"
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-        with:
-          ref: ${{ needs.ephemeral-env-label.outputs.sha }}
-          persist-credentials: false
-
-      - name: Setup Docker Environment
-        uses: ./.github/actions/setup-docker
-        with:
-          dockerhub-user: ${{ secrets.DOCKERHUB_USER }}
-          dockerhub-token: ${{ secrets.DOCKERHUB_TOKEN }}
-          build: "true"
-          install-docker-compose: "false"
-
-      - name: Setup supersetbot
-        uses: ./.github/actions/setup-supersetbot/
-
-      - name: Build ephemeral env image
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-        run: |
-          supersetbot docker \
-            --push \
-            --load \
-            --preset ci \
-            --platform  linux/amd64 \
-            --context-ref "$RELEASE" \
-            --extra-flags "--build-arg INCLUDE_CHROMIUM=false"
-
-      - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@8df5847569e6427dd6c4fb1cf565c83acfa8afa7 # v6
-        with:
-          aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
-          aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
-          aws-region: us-west-2
-
-      - name: Login to Amazon ECR
-        id: login-ecr
-        uses: aws-actions/amazon-ecr-login@fa648b43de3d4d023bcb3f89ed6940096949c419 # v2
-
-      - name: Load, tag and push image to ECR
-        id: push-image
-        env:
-          ECR_REGISTRY: ${{ steps.login-ecr.outputs.registry }}
-          ECR_REPOSITORY: superset-ci
-          IMAGE_TAG: apache/superset:${{ needs.ephemeral-env-label.outputs.sha }}-ci
-          PR_NUMBER: ${{ github.event.inputs.issue_number || github.event.pull_request.number }}
-        run: |
-          docker tag $IMAGE_TAG $ECR_REGISTRY/$ECR_REPOSITORY:pr-$PR_NUMBER-ci
-          docker push -a $ECR_REGISTRY/$ECR_REPOSITORY
-
-  ephemeral-env-up:
-    needs: [ephemeral-env-label, ephemeral-docker-build]
-    if: needs.ephemeral-env-label.outputs.slash-command == 'up'
-    name: Spin up an ephemeral environment
-    runs-on: ubuntu-24.04
-    permissions:
-      contents: read
-      pull-requests: write
-
-    steps:
-      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
-        with:
-          persist-credentials: false
-
-      - name: Configure AWS credentials
-        uses: aws-actions/configure-aws-credentials@8df5847569e6427dd6c4fb1cf565c83acfa8afa7 # v6
-        with:
-          aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
-          aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
-          aws-region: us-west-2
-
-      - name: Login to Amazon ECR
-        id: login-ecr
-        uses: aws-actions/amazon-ecr-login@fa648b43de3d4d023bcb3f89ed6940096949c419 # v2
-
-      - name: Check target image exists in ECR
-        id: check-image
-        continue-on-error: true
-        env:
-          PR_NUMBER: ${{ github.event.inputs.issue_number || github.event.pull_request.number }}
-        run: |
-          aws ecr describe-images \
-          --registry-id $(echo "${{ steps.login-ecr.outputs.registry }}" | grep -Eo "^[0-9]+") \
-          --repository-name superset-ci \
-          --image-ids imageTag=pr-$PR_NUMBER-ci
-
-      - name: Fail on missing container image
-        if: steps.check-image.outcome == 'failure'
-        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
-        with:
-          github-token: ${{ github.token }}
-          script: |
-            const errMsg = '@${{ github.event.comment.user.login }} Container image not yet published for this PR. Please try again when build is complete.';
-            github.rest.issues.createComment({
-              issue_number: ${{ github.event.inputs.issue_number || github.event.pull_request.number }},
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              body: errMsg
-            });
-            core.setFailed(errMsg);
-
-      - name: Fill in the new image ID in the Amazon ECS task definition
-        id: task-def
-        uses: aws-actions/amazon-ecs-render-task-definition@6853cfae8c3a7d978fbf68b5a55453395541dfbb # v1
-        with:
-          task-definition: .github/workflows/ecs-task-definition.json
-          container-name: superset-ci
-          image: ${{ steps.login-ecr.outputs.registry }}/superset-ci:pr-${{ github.event.inputs.issue_number || github.event.pull_request.number }}-ci
-
-      - name: Update env vars in the Amazon ECS task definition
-        run: |
-          cat <<< "$(jq '.containerDefinitions[0].environment += ${{ needs.ephemeral-env-label.outputs.feature-flags }}' < ${{ steps.task-def.outputs.task-definition }})" > ${{ steps.task-def.outputs.task-definition }}
-
-      - name: Describe ECS service
-        id: describe-services
-        run: |
-          echo "active=$(aws ecs describe-services --cluster superset-ci --services pr-${INPUT_ISSUE_NUMBER}-service | jq '.services[] | select(.status == "ACTIVE") | any')" >> $GITHUB_OUTPUT
-        env:
-          INPUT_ISSUE_NUMBER: ${{ github.event.inputs.issue_number || github.event.pull_request.number }}
-      - name: Create ECS service
-        id: create-service
-        if: steps.describe-services.outputs.active != 'true'
-        env:
-          ECR_SUBNETS: subnet-0e15a5034b4121710,subnet-0e8efef4a72224974
-          ECR_SECURITY_GROUP: sg-092ff3a6ae0574d91
-          PR_NUMBER: ${{ github.event.inputs.issue_number || github.event.pull_request.number }}
-        run: |
-          aws ecs create-service \
-          --cluster superset-ci \
-          --service-name pr-$PR_NUMBER-service \
-          --task-definition superset-ci \
-          --launch-type FARGATE \
-          --desired-count 1 \
-          --platform-version LATEST \
-          --network-configuration "awsvpcConfiguration={subnets=[$ECR_SUBNETS],securityGroups=[$ECR_SECURITY_GROUP],assignPublicIp=ENABLED}" \
-          --tags key=pr,value=$PR_NUMBER key=github_user,value=${{ github.actor }}
-      - name: Deploy Amazon ECS task definition
-        id: deploy-task
-        uses: aws-actions/amazon-ecs-deploy-task-definition@a310a830f5c14e583e35d84e4e1ec7dd177c3c9c # v2
-        with:
-          task-definition: ${{ steps.task-def.outputs.task-definition }}
-          service: pr-${{ github.event.inputs.issue_number || github.event.pull_request.number }}-service
-          cluster: superset-ci
-          wait-for-service-stability: true
-          wait-for-minutes: 10
-
-      - name: List tasks
-        id: list-tasks
-        run: |
-          echo "task=$(aws ecs list-tasks --cluster superset-ci --service-name pr-${INPUT_ISSUE_NUMBER}-service | jq '.taskArns | first')" >> $GITHUB_OUTPUT
-        env:
-          INPUT_ISSUE_NUMBER: ${{ github.event.inputs.issue_number || github.event.pull_request.number }}
-      - name: Get network interface
-        id: get-eni
-        run: |
-          echo "eni=$(aws ecs describe-tasks --cluster superset-ci --tasks ${{ steps.list-tasks.outputs.task }} | jq '.tasks[0].attachments[0].details | map(select(.name=="networkInterfaceId"))[0].value')" >> $GITHUB_OUTPUT
-      - name: Get public IP
-        id: get-ip
-        run: |
-          echo "ip=$(aws ec2 describe-network-interfaces --network-interface-ids ${{ steps.get-eni.outputs.eni }} | jq -r '.NetworkInterfaces | first | .Association.PublicIp')" >> $GITHUB_OUTPUT
-      - name: Comment (success)
-        if: ${{ success() }}
-        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
-        with:
-          github-token: ${{github.token}}
-          script: |
-            const issue_number = context.payload.inputs?.issue_number || context.issue.number;
-            github.rest.issues.createComment({
-              issue_number: issue_number,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              body: `@${{ github.actor }} Ephemeral environment spinning up at http://${{ steps.get-ip.outputs.ip }}:8080. Credentials are 'admin'/'admin'. Please allow several minutes for bootstrapping and startup.`
-            });
-      - name: Comment (failure)
-        if: ${{ failure() }}
-        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
-        with:
-          github-token: ${{github.token}}
-          script: |
-            const issue_number = context.payload.inputs?.issue_number || context.issue.number;
-            github.rest.issues.createComment({
-              issue_number: issue_number,
-              owner: context.repo.owner,
-              repo: context.repo.repo,
-              body: '@${{ github.event.inputs.user_login || github.event.comment.user.login }} Ephemeral environment creation failed. Please check the Actions logs for details.'
-            })
--- a/.github/workflows/github-action-validator.yml
+++ b/.github/workflows/github-action-validator.yml
@@ -6,21 +6,34 @@ on:
      - "master"
      - "[0-9].[0-9]*"
  pull_request:
-    types: [synchronize, opened, reopened, ready_for_review]
+    branches:
+      - "**"

 permissions:
  contents: read

+# cancel previous workflow jobs for PRs
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
+
 jobs:

  validate-all-ghas:
    runs-on: ubuntu-24.04
+    permissions:
+      contents: read
+      # Required for the zizmor action to upload its SARIF results to
+      # GitHub code scanning (advanced-security is enabled by default).
+      security-events: write
    steps:
      - name: Checkout Repository
-        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6.0.2
+        with:
+          persist-credentials: false

      - name: Set up Node.js
-        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
+        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6.4.0
        with:
          node-version: '20'

@@ -29,3 +42,6 @@ jobs:

      - name: Run Script
        run: bash .github/workflows/github-action-validator.sh
+
+      - name: Check for security issues on GHA workflows
+        uses: zizmorcore/zizmor-action@5f14fd08f7cf1cb1609c1e344975f152c7ee938d # v0.5.6
--- a/.github/workflows/labeler.yml
+++ b/.github/workflows/labeler.yml
@@ -2,6 +2,11 @@ name: "Pull Request Labeler"
 on:
 - pull_request_target

+# cancel previous workflow jobs for PRs
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
+
 jobs:
  labeler:
    permissions:
@@ -9,7 +14,7 @@ jobs:
      pull-requests: write
    runs-on: ubuntu-24.04
    steps:
-    - uses: actions/labeler@v6
+    - uses: actions/labeler@f27b608878404679385c85cfa523b85ccb86e213 # v6.1.0
      with:
        sync-labels: true

--- a/.github/workflows/latest-release-tag.yml
+++ b/.github/workflows/latest-release-tag.yml
@@ -19,8 +19,10 @@ jobs:

    - name: Check for latest tag
      id: latest-tag
+      env:
+        RELEASE_TAG_NAME: ${{ github.event.release.tag_name }}
      run: |
-        source ./scripts/tag_latest_release.sh $(echo ${{ github.event.release.tag_name }}) --dry-run
+        source ./scripts/tag_latest_release.sh "$RELEASE_TAG_NAME" --dry-run

    - name: Configure Git
      run: |
--- a/.github/workflows/pr-lint.yml
+++ b/.github/workflows/pr-lint.yml
@@ -8,6 +8,11 @@ on:
    # Possible values: https://help.github.com/en/actions/reference/events-that-trigger-workflows#pull-request-event-pull_request
    types: [opened, edited, reopened, synchronize]

+# cancel previous workflow jobs for PRs
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  cancel-in-progress: true
+
 jobs:
  lint-check:
    runs-on: ubuntu-24.04
--- a/.github/workflows/pre-commit.yml
+++ b/.github/workflows/pre-commit.yml
@@ -71,10 +71,12 @@ jobs:
          output: ' '

      - name: pre-commit
+        env:
+          CHANGED_FILES: ${{ steps.changed_files.outputs.files }}
        run: |
          set +e  # Don't exit immediately on failure
          export SKIP=type-checking-frontend
-          pre-commit run --files ${{ steps.changed_files.outputs.files }}
+          pre-commit run --files $CHANGED_FILES
          PRE_COMMIT_EXIT_CODE=$?
          git diff --quiet --exit-code
          GIT_DIFF_EXIT_CODE=$?
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -6,6 +6,9 @@ on:
      - "master"
      - "[0-9].[0-9]*"

+permissions:
+  contents: read
+
 jobs:
  config:
    runs-on: ubuntu-24.04
@@ -27,9 +30,12 @@ jobs:
    if: needs.config.outputs.has-secrets
    name: Bump version and publish package(s)
    runs-on: ubuntu-24.04
+    permissions:
+      contents: write
    steps:
      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
+          persist-credentials: false
          # pulls all commits (needed for lerna / semantic release to correctly version)
          fetch-depth: 0
      - name: Get tags and filter trigger tags
--- a/.github/workflows/showtime-trigger.yml
+++ b/.github/workflows/showtime-trigger.yml
@@ -2,6 +2,7 @@ name: 🎪 Superset Showtime

 # Ultra-simple: just sync on any PR state change
 on:
+  # zizmor: ignore[dangerous-triggers] - required to react to PR label changes; this workflow does not check out or execute PR-provided code
  pull_request_target:
    types: [labeled, unlabeled, synchronize, closed]

@@ -102,7 +103,7 @@ jobs:
      - name: Install Superset Showtime
        if: steps.auth.outputs.authorized == 'true'
        run: |
-          echo "::notice::Maintainer ${{ github.actor }} triggered deploy for PR ${PULL_REQUEST_NUMBER}"
+          echo "::notice::Maintainer $GITHUB_ACTOR triggered deploy for PR ${PULL_REQUEST_NUMBER}"
          pip install --upgrade superset-showtime
          showtime version

@@ -173,9 +174,11 @@ jobs:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          DOCKERHUB_USER: ${{ secrets.DOCKERHUB_USER }}
          DOCKERHUB_TOKEN: ${{ secrets.DOCKERHUB_TOKEN }}
+          CHECK_PR_NUMBER: ${{ steps.check.outputs.pr_number }}
+          CHECK_TARGET_SHA: ${{ steps.check.outputs.target_sha }}
        run: |
-          PR_NUM="${{ steps.check.outputs.pr_number }}"
-          TARGET_SHA="${{ steps.check.outputs.target_sha }}"
+          PR_NUM="$CHECK_PR_NUMBER"
+          TARGET_SHA="$CHECK_TARGET_SHA"
          if [[ -n "$TARGET_SHA" ]]; then
            python -m showtime sync $PR_NUM --sha "$TARGET_SHA"
          else
--- a/.github/workflows/superset-docs-deploy.yml
+++ b/.github/workflows/superset-docs-deploy.yml
@@ -2,6 +2,7 @@ name: Docs Deployment

 on:
  # Deploy after integration tests complete on master
+  # zizmor: ignore[dangerous-triggers] - runs in base-branch context after a trusted upstream workflow; scoped to master
  workflow_run:
    workflows: ["Python-Integration"]
    types: [completed]
@@ -27,6 +28,9 @@ concurrency:
  group: docs-deploy-asf-site
  cancel-in-progress: true

+permissions:
+  contents: read
+
 jobs:
  config:
    runs-on: ubuntu-24.04
@@ -45,7 +49,13 @@ jobs:
          SUPERSET_SITE_BUILD: ${{ (secrets.SUPERSET_SITE_BUILD != '' && secrets.SUPERSET_SITE_BUILD != '') || '' }}
  build-deploy:
    needs: config
-    if: needs.config.outputs.has-secrets
+    # For workflow_run triggers, only deploy when the triggering run originated
+    # from this repository (not a fork), ensuring the checked-out code and any
+    # local actions executed with deploy credentials are trusted.
+    if: >-
+      needs.config.outputs.has-secrets &&
+      (github.event_name != 'workflow_run' ||
+       github.event.workflow_run.head_repository.full_name == github.repository)
    name: Build & Deploy
    runs-on: ubuntu-24.04
    steps:
--- a/.github/workflows/superset-docs-verify.yml
+++ b/.github/workflows/superset-docs-verify.yml
@@ -7,6 +7,7 @@ on:
      - "superset/db_engine_specs/**"
      - ".github/workflows/superset-docs-verify.yml"
    types: [synchronize, opened, reopened, ready_for_review]
+  # zizmor: ignore[dangerous-triggers] - runs in base-branch context and only consumes artifacts from the trusted upstream workflow
  workflow_run:
    workflows: ["Python-Integration"]
    types: [completed]
@@ -16,6 +17,9 @@ concurrency:
  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.event.workflow_run.head_sha || github.run_id }}
  cancel-in-progress: true

+permissions:
+  contents: read
+
 jobs:
  linkinator:
    # See docs here: https://github.com/marketplace/actions/linkinator
@@ -25,6 +29,8 @@ jobs:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          persist-credentials: false
      # Do not bump this linkinator-action version without opening
      # an ASF Infra ticket to allow the new version first!
      - uses: JustinBeckwith/linkinator-action@af984b9f30f63e796ae2ea5be5e07cb587f1bbd9  # v2.3
@@ -97,7 +103,8 @@ jobs:
    # Only runs if integration tests succeeded
    if: >
      github.event_name == 'workflow_run' &&
-      github.event.workflow_run.conclusion == 'success'
+      github.event.workflow_run.conclusion == 'success' &&
+      github.event.workflow_run.head_repository.full_name == github.repository
    name: Build (after integration tests)
    runs-on: ubuntu-24.04
    defaults:
--- a/.github/workflows/superset-e2e.yml
+++ b/.github/workflows/superset-e2e.yml
@@ -1,12 +1,16 @@
 name: E2E

 on:
-  push:
-    branches:
-      - "master"
-      - "[0-9].[0-9]*"
-  pull_request:
-    types: [synchronize, opened, reopened, ready_for_review]
+  # Gated behind pre-commit: this workflow runs only after the "pre-commit
+  # checks" workflow completes, and (via the job-level `if` below) only when
+  # it succeeded. That keeps the expensive Cypress/Playwright runners from
+  # spinning up while a PR still has formatting/lint/type errors that
+  # pre-commit catches in a fraction of the time. pre-commit itself runs on
+  # push (master/release) and pull_request, so this preserves coverage for
+  # both event types.
+  workflow_run:
+    workflows: ["pre-commit checks"]
+    types: [completed]
  workflow_dispatch:
    inputs:
      use_dashboard:
@@ -23,11 +27,46 @@ on:
        default: ''

 concurrency:
-  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.run_id }}
+  # workflow_run has no PR number in context; key on the originating branch.
+  group: ${{ github.workflow }}-${{ github.event.workflow_run.head_branch || github.run_id }}
  cancel-in-progress: true

 jobs:
+  changes:
+    # The pre-commit gate: only proceed when pre-commit succeeded (or on a
+    # manual dispatch). On failure this job is skipped, and every downstream
+    # job (needs: changes) is skipped with it — no runners are provisioned.
+    if: >-
+      github.event_name == 'workflow_dispatch' ||
+      github.event.workflow_run.conclusion == 'success'
+    runs-on: ubuntu-24.04
+    permissions:
+      contents: read
+      pull-requests: read
+    outputs:
+      python: ${{ steps.check.outputs.python }}
+      frontend: ${{ steps.check.outputs.frontend }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          persist-credentials: false
+          ref: ${{ github.event_name == 'workflow_run' && github.event.workflow_run.head_sha || github.sha }}
+      # The shared change-detector action reads the live event context, which
+      # under workflow_run points at the default branch. Call the script
+      # directly instead, passing the originating event/SHA/PR via WF_RUN_*.
+      - name: Check for file changes
+        id: check
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          WF_RUN_EVENT: ${{ github.event.workflow_run.event }}
+          WF_RUN_HEAD_SHA: ${{ github.event.workflow_run.head_sha }}
+          WF_RUN_PR_NUMBER: ${{ github.event.workflow_run.pull_requests[0].number }}
+        run: python scripts/change_detector.py
+
  cypress-matrix:
+    needs: changes
+    if: needs.changes.outputs.python == 'true' || needs.changes.outputs.frontend == 'true'
    # Somehow one test flakes on 24.04 for unknown reasons, this is the only GHA left on 22.04
    runs-on: ubuntu-22.04
    permissions:
@@ -40,9 +79,14 @@ jobs:
      # https://github.com/cypress-io/github-action/issues/48
      fail-fast: false
      matrix:
-        parallel_id: [0, 1, 2, 3, 4, 5]
+        parallel_id: [0, 1]
        browser: ["chrome"]
-        app_root: ${{ github.event_name == 'push' && fromJSON('["", "/app/prefix"]') || fromJSON('[""]') }}
+        app_root: ${{ github.event.workflow_run.event == 'push' && fromJSON('["", "/app/prefix"]') || fromJSON('[""]') }}
+        # The /app/prefix variant (push events only) is smoke-tested on a single
+        # shard rather than the full matrix, so exclude it from the other shards.
+        exclude:
+          - parallel_id: 1
+            app_root: "/app/prefix"
    env:
      SUPERSET_ENV: development
      SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -67,13 +111,13 @@ jobs:
    steps:
      # -------------------------------------------------------
      # Conditional checkout based on context
-      - name: Checkout for push or pull_request event
-        if: github.event_name == 'push' || github.event_name == 'pull_request'
+      - name: Checkout (gated by pre-commit via workflow_run)
+        if: github.event_name == 'workflow_run'
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          persist-credentials: false
          submodules: recursive
-          ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
+          ref: ${{ github.event.workflow_run.head_sha }}
      - name: Checkout using ref (workflow_dispatch)
        if: github.event_name == 'workflow_dispatch' && github.event.inputs.ref != ''
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
@@ -89,51 +133,38 @@ jobs:
          ref: refs/pull/${{ github.event.inputs.pr_id }}/merge
          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 || steps.check.outputs.frontend
      - name: Setup postgres
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: setup-postgres
      - name: Import test data
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: testdata
      - name: Setup Node.js
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
        with:
          node-version-file: './superset-frontend/.nvmrc'
      - name: Install npm dependencies
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: npm-install
      - name: Build javascript packages
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: build-instrumented-assets
      - name: Install cypress
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: cypress-install
      - name: Run Cypress
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        env:
          CYPRESS_BROWSER: ${{ matrix.browser }}
          PARALLEL_ID: ${{ matrix.parallel_id }}
-          PARALLELISM: 6
+          PARALLELISM: 2
          CYPRESS_RECORD_KEY: ${{ secrets.CYPRESS_RECORD_KEY }}
          NODE_OPTIONS: "--max-old-space-size=4096"
        with:
@@ -141,8 +172,9 @@ jobs:
      - name: Set safe app root
        if: failure()
        id: set-safe-app-root
+        env:
+          APP_ROOT: ${{ matrix.app_root }}
        run: |
-          APP_ROOT="${{ matrix.app_root }}"
          SAFE_APP_ROOT=${APP_ROOT//\//_}
          echo "safe_app_root=$SAFE_APP_ROOT" >> $GITHUB_OUTPUT
      - name: Upload Artifacts
@@ -153,6 +185,8 @@ jobs:
          name: cypress-artifact-${{ github.run_id }}-${{ github.job }}-${{ matrix.browser }}-${{ matrix.parallel_id }}--${{ steps.set-safe-app-root.outputs.safe_app_root }}

  playwright-tests:
+    needs: changes
+    if: needs.changes.outputs.python == 'true' || needs.changes.outputs.frontend == 'true'
    runs-on: ubuntu-22.04
    permissions:
      contents: read
@@ -161,7 +195,7 @@ jobs:
      fail-fast: false
      matrix:
        browser: ["chromium"]
-        app_root: ${{ github.event_name == 'push' && fromJSON('["", "/app/prefix"]') || fromJSON('[""]') }}
+        app_root: ${{ github.event.workflow_run.event == 'push' && fromJSON('["", "/app/prefix"]') || fromJSON('[""]') }}
    env:
      SUPERSET_ENV: development
      SUPERSET_CONFIG: tests.integration_tests.superset_test_config
@@ -184,13 +218,13 @@ jobs:
    steps:
      # -------------------------------------------------------
      # Conditional checkout based on context (same as Cypress workflow)
-      - name: Checkout for push or pull_request event
-        if: github.event_name == 'push' || github.event_name == 'pull_request'
+      - name: Checkout (gated by pre-commit via workflow_run)
+        if: github.event_name == 'workflow_run'
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
          persist-credentials: false
          submodules: recursive
-          ref: ${{ github.event_name == 'pull_request' && github.event.pull_request.head.sha || github.sha }}
+          ref: ${{ github.event.workflow_run.head_sha }}
      - name: Checkout using ref (workflow_dispatch)
        if: github.event_name == 'workflow_dispatch' && github.event.inputs.ref != ''
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
@@ -206,46 +240,37 @@ jobs:
          ref: refs/pull/${{ github.event.inputs.pr_id }}/merge
          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 || steps.check.outputs.frontend
      - name: Setup postgres
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: setup-postgres
      - name: Import test data
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: playwright_testdata
      - name: Setup Node.js
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
        with:
          node-version-file: './superset-frontend/.nvmrc'
      - name: Install npm dependencies
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: npm-install
      - name: Build javascript packages
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: build-instrumented-assets
+      - name: Build embedded SDK
+        uses: ./.github/actions/cached-dependencies
+        with:
+          run: build-embedded-sdk
      - name: Install Playwright
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: playwright-install
      - name: Run Playwright (Required Tests)
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        env:
          NODE_OPTIONS: "--max-old-space-size=4096"
@@ -254,8 +279,9 @@ jobs:
      - name: Set safe app root
        if: failure()
        id: set-safe-app-root
+        env:
+          APP_ROOT: ${{ matrix.app_root }}
        run: |
-          APP_ROOT="${{ matrix.app_root }}"
          SAFE_APP_ROOT=${APP_ROOT//\//_}
          echo "safe_app_root=$SAFE_APP_ROOT" >> $GITHUB_OUTPUT
      - name: Upload Playwright Artifacts
@@ -266,3 +292,34 @@ jobs:
            ${{ github.workspace }}/superset-frontend/playwright-results/
            ${{ github.workspace }}/superset-frontend/test-results/
          name: playwright-artifact-${{ github.run_id }}-${{ github.job }}-${{ matrix.browser }}--${{ steps.set-safe-app-root.outputs.safe_app_root }}
+
+  # workflow_run runs don't attach their checks to the originating PR, so post
+  # an aggregate commit status back onto the PR head SHA. Make THIS the required
+  # status check in branch protection (in place of the individual E2E jobs).
+  report-status:
+    needs: [cypress-matrix, playwright-tests]
+    if: always() && github.event_name == 'workflow_run'
+    runs-on: ubuntu-24.04
+    permissions:
+      statuses: write
+    steps:
+      - name: Report aggregate E2E status to PR commit
+        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
+        with:
+          script: |
+            // 'skipped' is acceptable: the change-detector legitimately skips
+            // jobs when no relevant files changed. Only real failures fail.
+            const results = [
+              '${{ needs.cypress-matrix.result }}',
+              '${{ needs.playwright-tests.result }}',
+            ];
+            const ok = results.every((r) => r === 'success' || r === 'skipped');
+            await github.rest.repos.createCommitStatus({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              sha: context.payload.workflow_run.head_sha,
+              state: ok ? 'success' : 'failure',
+              context: 'E2E / required',
+              description: ok ? 'E2E passed (or skipped)' : 'E2E failed',
+              target_url: `${context.serverUrl}/${context.repo.owner}/${context.repo.repo}/actions/runs/${context.runId}`,
+            });
--- a/.github/workflows/superset-extensions-cli.yml
+++ b/.github/workflows/superset-extensions-cli.yml
@@ -53,7 +53,7 @@ jobs:

      - name: Upload coverage reports to Codecov
        if: steps.check.outputs.superset-extensions-cli
-        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v5
+        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v6.0.1
        with:
          file: ./coverage.xml
          flags: superset-extensions-cli
--- a/.github/workflows/superset-frontend.yml
+++ b/.github/workflows/superset-frontend.yml
@@ -16,6 +16,9 @@ concurrency:
 env:
  TAG: apache/superset:GHA-${{ github.run_id }}

+permissions:
+  contents: read
+
 jobs:
  frontend-build:
    runs-on: ubuntu-24.04
@@ -128,7 +131,7 @@ jobs:
        run: npx nyc merge coverage/ merged-output/coverage-summary.json

      - name: Upload Code Coverage
-        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v5
+        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v6.0.1
        with:
          flags: javascript
          use_oidc: true
--- a/.github/workflows/superset-helm-release.yml
+++ b/.github/workflows/superset-helm-release.yml
@@ -62,6 +62,8 @@ jobs:
        run: echo "branch_name=helm-publish-${GITHUB_SHA:0:7}" >> $GITHUB_ENV

      - name: Force recreate branch from gh-pages
+        env:
+          BRANCH_NAME: ${{ env.branch_name }}
        run: |
          # Ensure a clean working directory
          git reset --hard
@@ -73,13 +75,13 @@ jobs:
          git fetch origin gh-pages

          # Check out and reset the target branch based on gh-pages
-          git checkout -B ${{ env.branch_name }} origin/gh-pages
+          git checkout -B "$BRANCH_NAME" origin/gh-pages

          # Remove submodules from the branch
          git submodule deinit -f --all

          # Force push to the remote branch
-          git push origin ${{ env.branch_name }} --force
+          git push origin "$BRANCH_NAME" --force

          # Return to the original branch
          git checkout local_gha_temp
@@ -104,7 +106,7 @@ jobs:
        uses: actions/github-script@3a2844b7e9c422d3c10d287c895573f7108da1b3 # v9.0.0
        with:
          script: |
-            const branchName = '${{ env.branch_name }}';
+            const branchName = process.env.BRANCH_NAME;
            const [owner, repo] = process.env.GITHUB_REPOSITORY.split('/');

            if (!branchName) {
--- a/.github/workflows/superset-playwright.yml
+++ b/.github/workflows/superset-playwright.yml
@@ -23,9 +23,30 @@ concurrency:
  cancel-in-progress: true

 jobs:
+  changes:
+    runs-on: ubuntu-24.04
+    permissions:
+      contents: read
+      pull-requests: read
+    outputs:
+      python: ${{ steps.check.outputs.python }}
+      frontend: ${{ steps.check.outputs.frontend }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          persist-credentials: false
+      - name: Check for file changes
+        id: check
+        uses: ./.github/actions/change-detector/
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+
  # NOTE: Required Playwright tests are in superset-e2e.yml (E2E / playwright-tests)
  # This workflow contains only experimental tests that run in shadow mode
  playwright-tests-experimental:
+    needs: changes
+    if: needs.changes.outputs.python == 'true' || needs.changes.outputs.frontend == 'true'
    runs-on: ubuntu-22.04
    continue-on-error: true
    permissions:
@@ -80,51 +101,56 @@ jobs:
          ref: refs/pull/${{ github.event.inputs.pr_id }}/merge
          submodules: recursive
      # -------------------------------------------------------
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
      - name: Setup Python
        uses: ./.github/actions/setup-backend/
-        if: steps.check.outputs.python || steps.check.outputs.frontend
      - name: Setup postgres
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: setup-postgres
      - name: Import test data
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: playwright_testdata
      - name: Setup Node.js
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
        with:
          node-version-file: './superset-frontend/.nvmrc'
      - name: Install npm dependencies
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: npm-install
      - name: Build javascript packages
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: build-instrumented-assets
+      - name: Build embedded SDK
+        uses: ./.github/actions/cached-dependencies
+        with:
+          run: build-embedded-sdk
      - name: Install Playwright
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        with:
          run: playwright-install
      - name: Run Playwright (Experimental Tests)
-        if: steps.check.outputs.python || steps.check.outputs.frontend
        uses: ./.github/actions/cached-dependencies
        env:
          NODE_OPTIONS: "--max-old-space-size=4096"
        with:
          run: playwright-run "${{ matrix.app_root }}" experimental/
+      - name: Run Playwright (Embedded Tests)
+        uses: ./.github/actions/cached-dependencies
+        env:
+          NODE_OPTIONS: "--max-old-space-size=4096"
+          # Scope embedded-only env vars to this step. Setting them at the job
+          # level enabled the EMBEDDED_SUPERSET feature flag inside Flask for
+          # the preceding "Required Tests" and "Experimental Tests" steps too,
+          # which loads extra handlers and destabilizes the werkzeug dev
+          # server under the 2-worker Playwright load. Required Tests should
+          # match master's Flask configuration.
+          SUPERSET_FEATURE_EMBEDDED_SUPERSET: "true"
+          INCLUDE_EMBEDDED: "true"
+        with:
+          run: playwright-run "${{ matrix.app_root }}" embedded
      - name: Set safe app root
        if: failure()
        id: set-safe-app-root
--- a/.github/workflows/superset-python-integrationtest.yml
+++ b/.github/workflows/superset-python-integrationtest.yml
@@ -14,7 +14,27 @@ concurrency:
  cancel-in-progress: true

 jobs:
+  changes:
+    runs-on: ubuntu-24.04
+    permissions:
+      contents: read
+      pull-requests: read
+    outputs:
+      python: ${{ steps.check.outputs.python }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          persist-credentials: false
+      - name: Check for file changes
+        id: check
+        uses: ./.github/actions/change-detector/
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+
  test-mysql:
+    needs: changes
+    if: needs.changes.outputs.python == 'true'
    runs-on: ubuntu-24.04
    permissions:
      id-token: write
@@ -27,6 +47,8 @@ jobs:
    services:
      mysql:
        image: mysql:8.0
+        # Authenticated pulls use our higher Docker Hub rate limit. Empty on
+        # fork PRs (secrets unavailable) -> runner falls back to anonymous.
        env:
          MYSQL_ROOT_PASSWORD: root
        ports:
@@ -47,37 +69,27 @@ jobs:
        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
      - name: Setup MySQL
-        if: steps.check.outputs.python
        uses: ./.github/actions/cached-dependencies
        with:
          run: setup-mysql
      - name: Start Celery worker
-        if: steps.check.outputs.python
        uses: ./.github/actions/cached-dependencies
        with:
          run: celery-worker
      - name: Python integration tests (MySQL)
-        if: steps.check.outputs.python
        run: |
          ./scripts/python_tests.sh
      - name: Upload code coverage
-        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v5
+        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v6.0.1
        with:
          flags: python,mysql
          verbose: true
          use_oidc: true
          slug: apache/superset
      - name: Generate database diagnostics for docs
-        if: steps.check.outputs.python
        env:
          SUPERSET_CONFIG: tests.integration_tests.superset_test_config
          SUPERSET__SQLALCHEMY_DATABASE_URI: |
@@ -100,13 +112,14 @@ jobs:
              print(f'Generated diagnostics for {len(docs)} databases')
          "
      - name: Upload database diagnostics artifact
-        if: steps.check.outputs.python
        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: database-diagnostics
          path: databases-diagnostics.json
          retention-days: 7
  test-postgres:
+    needs: changes
+    if: needs.changes.outputs.python == 'true'
    runs-on: ubuntu-24.04
    permissions:
      id-token: write
@@ -138,33 +151,24 @@ jobs:
        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
        with:
          python-version: ${{ matrix.python-version }}
      - name: Setup Postgres
-        if: steps.check.outputs.python
        uses: ./.github/actions/cached-dependencies
        with:
          run: |
            setup-postgres
      - name: Start Celery worker
-        if: steps.check.outputs.python
        uses: ./.github/actions/cached-dependencies
        with:
          run: celery-worker
      - name: Python integration tests (PostgreSQL)
-        if: steps.check.outputs.python
        run: |
          ./scripts/python_tests.sh
      - name: Upload code coverage
-        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v5
+        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v6.0.1
        with:
          flags: python,postgres
          verbose: true
@@ -172,6 +176,8 @@ jobs:
          slug: apache/superset

  test-sqlite:
+    needs: changes
+    if: needs.changes.outputs.python == 'true'
    runs-on: ubuntu-24.04
    permissions:
      id-token: write
@@ -194,32 +200,23 @@ jobs:
        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
      - name: Install dependencies
-        if: steps.check.outputs.python
        uses: ./.github/actions/cached-dependencies
        with:
          run: |
            # sqlite needs this working directory
            mkdir ${{ github.workspace }}/.temp
      - name: Start Celery worker
-        if: steps.check.outputs.python
        uses: ./.github/actions/cached-dependencies
        with:
          run: celery-worker
      - name: Python integration tests (SQLite)
-        if: steps.check.outputs.python
        run: |
          ./scripts/python_tests.sh
      - name: Upload code coverage
-        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v5
+        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v6.0.1
        with:
          flags: python,sqlite
          verbose: true
--- a/.github/workflows/superset-python-presto-hive.yml
+++ b/.github/workflows/superset-python-presto-hive.yml
@@ -15,7 +15,27 @@ concurrency:
  cancel-in-progress: true

 jobs:
+  changes:
+    runs-on: ubuntu-24.04
+    permissions:
+      contents: read
+      pull-requests: read
+    outputs:
+      python: ${{ steps.check.outputs.python }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          persist-credentials: false
+      - name: Check for file changes
+        id: check
+        uses: ./.github/actions/change-detector/
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+
  test-postgres-presto:
+    needs: changes
+    if: needs.changes.outputs.python == 'true'
    runs-on: ubuntu-24.04
    permissions:
      id-token: write
@@ -54,32 +74,21 @@ jobs:
        with:
          persist-credentials: false
          submodules: recursive
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
      - name: Setup Python
        uses: ./.github/actions/setup-backend/
-        if: steps.check.outputs.python == 'true'
      - name: Setup Postgres
-        if: steps.check.outputs.python
        uses: ./.github/actions/cached-dependencies
        with:
-          run: |
-            echo "${{ steps.check.outputs.python }}"
-            setup-postgres
+          run: setup-postgres
      - name: Start Celery worker
-        if: steps.check.outputs.python
        uses: ./.github/actions/cached-dependencies
        with:
          run: celery-worker
      - name: Python unit tests (PostgreSQL)
-        if: steps.check.outputs.python
        run: |
          ./scripts/python_tests.sh -m 'chart_data_flow or sql_json_flow'
      - name: Upload code coverage
-        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v5
+        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v6.0.1
        with:
          flags: python,presto
          verbose: true
@@ -87,6 +96,8 @@ jobs:
          slug: apache/superset

  test-postgres-hive:
+    needs: changes
+    if: needs.changes.outputs.python == 'true'
    runs-on: ubuntu-24.04
    permissions:
      id-token: write
@@ -117,40 +128,28 @@ jobs:
        with:
          persist-credentials: false
          submodules: recursive
-      - name: Check for file changes
-        id: check
-        uses: ./.github/actions/change-detector/
-        with:
-          token: ${{ secrets.GITHUB_TOKEN }}
      - name: Create csv upload directory
-        if: steps.check.outputs.python
        run: sudo mkdir -p /tmp/.superset/uploads
      - name: Give write access to the csv upload directory
-        if: steps.check.outputs.python
        run: sudo chown -R $USER:$USER /tmp/.superset
      - name: Start hadoop and hive
-        if: steps.check.outputs.python
        run: docker compose -f scripts/databases/hive/docker-compose.yml up -d
      - name: Setup Python
        uses: ./.github/actions/setup-backend/
-        if: steps.check.outputs.python
      - name: Setup Postgres
-        if: steps.check.outputs.python
        uses: ./.github/actions/cached-dependencies
        with:
          run: setup-postgres
      - name: Start Celery worker
-        if: steps.check.outputs.python
        uses: ./.github/actions/cached-dependencies
        with:
          run: celery-worker
      - name: Python unit tests (PostgreSQL)
-        if: steps.check.outputs.python
        run: |
          pip install -e .[hive]
          ./scripts/python_tests.sh -m 'chart_data_flow or sql_json_flow'
      - name: Upload code coverage
-        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v5
+        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v6.0.1
        with:
          flags: python,hive
          verbose: true
--- a/.github/workflows/superset-python-unittest.yml
+++ b/.github/workflows/superset-python-unittest.yml
@@ -15,7 +15,27 @@ concurrency:
  cancel-in-progress: true

 jobs:
+  changes:
+    runs-on: ubuntu-24.04
+    permissions:
+      contents: read
+      pull-requests: read
+    outputs:
+      python: ${{ steps.check.outputs.python }}
+    steps:
+      - name: Checkout
+        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          persist-credentials: false
+      - name: Check for file changes
+        id: check
+        uses: ./.github/actions/change-detector/
+        with:
+          token: ${{ secrets.GITHUB_TOKEN }}
+
  unit-tests:
+    needs: changes
+    if: needs.changes.outputs.python == 'true'
    runs-on: ubuntu-24.04
    permissions:
      id-token: write
@@ -30,25 +50,17 @@ jobs:
        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
        with:
          python-version: ${{ matrix.python-version }}
      - name: Python unit tests
-        if: steps.check.outputs.python
        env:
          SUPERSET_TESTENV: true
          SUPERSET_SECRET_KEY: not-a-secret
        run: |
          pytest --durations-min=0.5 --cov-report= --cov=superset ./tests/common ./tests/unit_tests --cache-clear --maxfail=50
      - name: Python 100% coverage unit tests
-        if: steps.check.outputs.python
        env:
          SUPERSET_TESTENV: true
          SUPERSET_SECRET_KEY: not-a-secret
@@ -56,7 +68,7 @@ jobs:
          pytest --durations-min=0.5 --cov=superset/sql/ ./tests/unit_tests/sql/ --cache-clear --cov-fail-under=100
          pytest --durations-min=0.5 --cov=superset/semantic_layers/ ./tests/unit_tests/semantic_layers/ --cache-clear --cov-fail-under=100
      - name: Upload code coverage
-        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v5
+        uses: codecov/codecov-action@e79a6962e0d4c0c17b229090214935d2e33f8354 # v6.0.1
        with:
          flags: python,unit
          verbose: true
--- a/.github/workflows/superset-translations-comment.yml
+++ b/.github/workflows/superset-translations-comment.yml
@@ -1,6 +1,7 @@
 name: Translation Regression Comment

 on:
+  # zizmor: ignore[dangerous-triggers] - runs in base-branch context and only consumes the uploaded artifact; never checks out PR code (see note below)
  workflow_run:
    workflows: ["Translations"]
    types: [completed]
--- a/.github/workflows/superset-translations.yml
+++ b/.github/workflows/superset-translations.yml
@@ -84,13 +84,15 @@ jobs:
      # drift on the base branch.
      - name: Fetch base ref and create comparison worktree
        if: steps.check.outputs.python == 'true' || steps.check.outputs.frontend == 'true'
+        env:
+          PR_BASE_REF: ${{ github.event.pull_request.base.ref }}
        run: |
          # For PRs use the base branch; for direct pushes compare against the previous commit.
-          BASE_REF="${{ github.event.pull_request.base.ref }}"
+          BASE_REF="$PR_BASE_REF"
          if [ -n "$BASE_REF" ]; then
            git fetch --depth=1 origin "$BASE_REF"
          else
-            git fetch --depth=2 origin "${{ github.ref }}"
+            git fetch --depth=2 origin "$GITHUB_REF"
          fi
          git worktree add /tmp/base-worktree FETCH_HEAD

@@ -111,13 +113,9 @@ jobs:
            --translations-dir /tmp/base-worktree/superset/translations \
            > /tmp/before.json

-      # Reset the PR worktree's translations to the pristine BASE state so
-      # both babel_update runs start from the same .po files. The only
-      # difference between the runs is the source code.
-      - name: Reset PR worktree translations to pristine BASE
-        if: steps.check.outputs.python == 'true' || steps.check.outputs.frontend == 'true'
-        run: git checkout FETCH_HEAD -- superset/translations/
-
+      # Run babel_update against the PR source and PR translations. This keeps
+      # committed .po fixes in play while the base babel_update above still
+      # cancels out translation drift already present on the base branch.
      - name: Run babel_update against PR source
        if: steps.check.outputs.python == 'true' || steps.check.outputs.frontend == 'true'
        run: ./scripts/translations/babel_update.sh
@@ -143,7 +141,7 @@ jobs:
        if: >-
          github.event_name == 'pull_request' &&
          steps.regression.outcome == 'failure'
-        uses: actions/upload-artifact@bbbca2ddaa5d8feaa63e36b76fdaad77386f024f # v7
+        uses: actions/upload-artifact@043fb46d1a93c77aae656e7c1c64a875d1fc6a0a # v7
        with:
          name: translation-regression
          path: |
--- a/.github/workflows/tag-release.yml
+++ b/.github/workflows/tag-release.yml
@@ -21,6 +21,9 @@ on:
        options:
          - 'true'
          - 'false'
+permissions:
+  contents: read
+
 jobs:
  config:
    runs-on: ubuntu-24.04
@@ -42,6 +45,8 @@ jobs:
    if: needs.config.outputs.has-secrets
    name: docker-release
    runs-on: ubuntu-24.04
+    permissions:
+      contents: write
    strategy:
      matrix:
        build_preset: ["dev", "lean", "py310", "websocket", "dockerize", "py311", "py312"]
@@ -51,6 +56,7 @@ jobs:
      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
+          persist-credentials: false
          fetch-depth: 0

      - name: Setup Docker Environment
@@ -62,9 +68,11 @@ jobs:
          build: "true"

      - name: Use Node.js 20
+        # zizmor: ignore[cache-poisoning] - node only runs the supersetbot CLI; no dependency cache is enabled
        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
        with:
          node-version: 20
+          package-manager-cache: false

      - name: Setup supersetbot
        uses: ./.github/actions/setup-supersetbot/
@@ -77,8 +85,9 @@ jobs:
          INPUT_RELEASE: ${{ github.event.inputs.release }}
          INPUT_FORCE_LATEST: ${{ github.event.inputs.force-latest }}
          INPUT_GIT_REF: ${{ github.event.inputs.git-ref }}
+          GITHUB_EVENT_RELEASE_TAG_NAME: ${{ github.event.release.tag_name }}
        run: |
-          RELEASE="${{ github.event.release.tag_name }}"
+          RELEASE="${GITHUB_EVENT_RELEASE_TAG_NAME}"
          FORCE_LATEST=""
          EVENT="${{github.event_name}}"
          if [ "${{ github.event_name }}" = "workflow_dispatch" ]; then
@@ -114,12 +123,15 @@ jobs:
      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
        with:
+          persist-credentials: false
          fetch-depth: 0

      - name: Use Node.js 20
+        # zizmor: ignore[cache-poisoning] - node only runs the supersetbot CLI; no dependency cache is enabled
        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
        with:
          node-version: 20
+          package-manager-cache: false

      - name: Setup supersetbot
        uses: ./.github/actions/setup-supersetbot/
@@ -128,11 +140,12 @@ jobs:
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
          INPUT_RELEASE: ${{ github.event.inputs.release }}
+          GITHUB_EVENT_RELEASE_TAG_NAME: ${{ github.event.release.tag_name }}
        run: |
          export GITHUB_ACTOR=""
          git fetch --all --tags
          git checkout master
-          RELEASE="${{ github.event.release.tag_name }}"
+          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
            RELEASE="${INPUT_RELEASE}"
--- a/.github/workflows/tech-debt.yml
+++ b/.github/workflows/tech-debt.yml
@@ -33,6 +33,8 @@ jobs:
    steps:
      - name: Checkout Repository
        uses: actions/checkout@de0fac2e4500dabe0009e67214ff5f5447ce83dd # v6
+        with:
+          persist-credentials: false

      - name: Set up Node.js
        uses: actions/setup-node@48b55a011bda9f5d6aeb4c2d9c7362e8dae4041e # v6
--- a/.github/workflows/welcome-new-users.yml
+++ b/.github/workflows/welcome-new-users.yml
@@ -1,22 +1,29 @@
 name: Welcome New Contributor

 on:
+  # zizmor: ignore[dangerous-triggers] - posts a welcome comment only; does not check out or execute PR-provided code
  pull_request_target:
    types: [opened]

 jobs:
  welcome:
    runs-on: ubuntu-24.04
+    if: github.event.pull_request.author_association == 'FIRST_TIME_CONTRIBUTOR'
    permissions:
      pull-requests: write

    steps:
      - name: Welcome Message
-        uses: actions/first-interaction@v3
-        continue-on-error: true
+        uses: actions/first-interaction@1c4688942c71f71d4f5502a26ea67c331730fa4d # v3.1.0
        with:
-          repo-token: ${{ github.token }}
-          pr-message: |-
+          repo_token: ${{ github.token }}
+          issue_message: |-
+            Congrats on opening your first issue and thank you for contributing to Superset! :tada: :heart:
+
+            Please read our [New Contributor Welcome & Expectations](https://github.com/apache/superset/wiki/New-Contributor-Welcome-&-Expectations) guide.
+          pr_message: |-
            Congrats on making your first PR and thank you for contributing to Superset! :tada: :heart:

+            Please read our [New Contributor Welcome & Expectations](https://github.com/apache/superset/wiki/New-Contributor-Welcome-&-Expectations) guide.
+
            We hope to see you in our [Slack](https://apache-superset.slack.com/) community too! Not signed up? Use our [Slack App](http://bit.ly/join-superset-slack) to self-register.
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -158,3 +158,14 @@ repos:
        language: system
        files: ^superset/config\.py$
        pass_filenames: false
+      - id: zizmor
+        name: zizmor (GHA security audit)
+        entry: zizmor
+        language: python
+        additional_dependencies: [zizmor==1.25.2]
+        files: ^\.github/
+        types: [yaml]
+        pass_filenames: false
+        # Advisory until pre-existing findings are resolved; remove
+        # --no-exit-codes to make this hook blocking.
+        args: [--no-exit-codes, .github/]
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -52,6 +52,43 @@ Common pre-commit failures:
 - **External API exposure** - Use UUIDs in public APIs instead of internal integer IDs
 - **Existing models** - Add UUID fields alongside integer IDs for gradual migration

+## Security and Threat Model
+
+Before evaluating any code path for security issues, read [`SECURITY.md`](SECURITY.md). It is the canonical, authoritative source for Apache Superset's security model and is referenced by both human reporters and automated scanners.
+
+In short, the test for whether a finding is in scope is one question:
+
+> *Does it let a principal perform an action the role and capability matrix in `SECURITY.md` does not entitle them to?*
+
+If yes, it is in scope. If no, it is not.
+
+The three trust boundaries are:
+
+1. **The Admin role** is a fully trusted operational principal. Anything an Admin can do through documented configuration, API, or UI is an intended capability, not a vulnerability.
+2. **The operator** owns deployment-time decisions (secrets, network exposure, feature-flag selection, connector and codec choices, notification destinations, third-party plugins). Misconfiguration at this layer is a deployment defect, not a Superset vulnerability.
+3. **The codebase** is responsible for enforcing the role and capability matrix wherever it exposes functionality to a principal: API routes, command and DAO layers, UI handlers, background jobs, and any other entry point. A missing or incorrect enforcement check is in scope no matter where it lives.
+
+The security model assumes that operator-controlled infrastructure, including the metadata database, cache backends, message brokers, secret stores, and deployment environment, remains within the operator's trust boundary. Vulnerabilities must demonstrate a security boundary violation by an attacker who does not already control those systems.
+
+Route-level authorization in this codebase uses one of three Flask-AppBuilder decorators depending on the route type:
+
+- `@protect()` for REST API routes (`ModelRestApi` / `BaseApi`)
+- `@has_access_api` for legacy view routes
+- `@has_access` for legacy HTML view routes
+
+Object-level authorization via `security_manager.raise_for_access(...)` applies to data-bearing resources: dashboards, charts, datasets and datasources, queries, database and table access, and query contexts. Other resources (annotations, tags, CSS templates, reports, RLS rules, and similar) rely on the route-level decorator plus DAO `base_filters` for ownership scoping; the absence of `raise_for_access` on these resources is by design, not a finding. Code that omits the per-object gate on a route that returns or mutates a specific data-bearing object is in scope; code that follows the correct pattern for its resource class can still contain injection, SSRF, XSS, or other classes of finding unrelated to authorization, which are evaluated separately.
+
+The full role and capability matrix, in-scope and out-of-scope class lists, and CVE aggregation rules are in [`SECURITY.md`](SECURITY.md). Defer to that document for any specifics.
+
+**Requirements for findings filed by automated tooling**
+
+Automated scanners (LLM-based code scanners, static analyzers, dependency tools) that file findings against this codebase must, in each finding, name:
+
+1. The specific role and capability matrix row in [`SECURITY.md`](SECURITY.md) the finding believes is violated.
+2. The principal the finding assumes the attacker holds (Public, Gamma, sql_lab, Alpha, Admin, Embedded guest token, or a custom role with explicit capability grants).
+
+Findings that cannot identify both should be filed as questions, not vulnerabilities. This requirement exists to ensure every reported issue is testable against the published security model and to keep speculative or pattern-match-only reports out of the triage queue.
+
 ## Key Directories

 ```
@@ -128,6 +165,7 @@ The Developer Portal auto-generates MDX documentation from Storybook stories. **
 ## Architecture Patterns

 ### Security & Features
+- **Security model**: see the top-level [Security and Threat Model](#security-and-threat-model) section and [`SECURITY.md`](SECURITY.md)
 - **RBAC**: Role-based access via Flask-AppBuilder
 - **Feature flags**: Control feature rollouts
 - **Row-level security**: SQL-based data access control
--- a/2
+++ b/2
@@ -113,7 +113,7 @@ RUN useradd --user-group -d ${SUPERSET_HOME} -m --no-log-init --shell /bin/bash
 # Some bash scripts needed throughout the layers
 COPY --chmod=755 docker/*.sh /app/docker/

-RUN pip install --no-cache-dir --upgrade uv
+COPY --from=ghcr.io/astral-sh/uv:latest /uv /usr/local/bin/uv

 # Using uv as it's faster/simpler than pip
 RUN uv venv /app/.venv
--- a/SECURITY.md
+++ b/SECURITY.md
@@ -0,0 +1,145 @@
+<!--
+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.
+-->
+
+# Security Policy
+
+This is a project of the [Apache Software Foundation](https://apache.org) and follows the
+ASF [vulnerability handling process](https://apache.org/security/#vulnerability-handling).
+
+## Reporting Vulnerabilities
+
+**⚠️ Please do not file GitHub issues for security vulnerabilities as they are public! ⚠️**
+
+
+Apache Software Foundation takes a rigorous standpoint in resolving the security issues
+in its software projects. Apache Superset is highly sensitive and forthcoming to issues
+pertaining to its features and functionality.
+If you have any concern or believe you have found a vulnerability in Apache Superset,
+please get in touch with the Apache Superset Security Team privately at
+e-mail address [security@superset.apache.org](mailto:security@superset.apache.org).
+
+More details can be found on the ASF website at
+[ASF vulnerability reporting process](https://apache.org/security/#reporting-a-vulnerability)
+
+**Submission Standards & AI Policy**
+
+To ensure engineering focus remains on verified risks and to manage high reporting volumes, all reports must meet the following criteria:
+- Plain Text Format: In accordance with Apache guidelines, please provide all details in plain text within the email body. Avoid sending PDFs, Word documents, or password-protected archives.
+- Mandatory AI Disclosure: If you utilized Large Language Models (LLMs) or AI tools to identify a flaw or assist in writing a report, you must disclose this in your submission so our triage team can contextualize the findings.
+- Human-Verified PoC: All submissions must include a manual, step-by-step Proof of Concept (PoC) performed on a supported release. Raw AI outputs, hypothetical chat transcripts, or unverified scanner logs will be closed as Invalid.
+
+We kindly ask you to include the following information in your report to assist our developers in triaging and remediating issues efficiently:
+- Version/Commit: The specific version of Apache Superset or the Git commit hash you are using.
+- Configuration: A sanitized copy of your `superset_config.py` file or any config overrides.
+- Environment: Your deployment method (e.g., Docker Compose, Helm, or source) and relevant OS/Browser details.
+- Impacted Component: Identification of the affected area (e.g., Python backend, React frontend, or a specific database connector).
+- Expected vs. Actual Behavior: A clear description of the intended system behavior versus the observed vulnerability.
+- Detailed Reproduction Steps: Clear, manual steps to reproduce the vulnerability.
+
+## Security Model
+
+This section defines what Apache Superset considers a security issue and what it does not. It is the canonical reference for reporters, the Apache Superset Security Team, and any automated tool (LLM-based scanner, static analyzer, dependency tool) that needs to constrain its hypotheses to behaviors that genuinely violate the project's security policy.
+
+The model is intentionally written in terms of principals, trust boundaries, and capability surface rather than in terms of specific files, functions, or libraries. New code paths inherit the model automatically.
+
+### Trust Boundaries
+
+Apache Superset's threat model assumes three trust boundaries.
+
+1. *The Admin role* is a fully trusted operational principal. Anything an Admin can do through the documented user interface, REST API, or configuration system is an intended capability, not a vulnerability, even if individually powerful or destructive. The Admin role is, by policy, equivalent to operating-system-level trust over the Apache Superset application. This is unavoidable rather than aspirational: an Admin can, for example, register new database connections of arbitrary type, execute arbitrary SQL through SQL Lab, render Jinja templates that resolve to SQL or rendered HTML, and override application configuration. Granting Admin is functionally equivalent to granting shell access on the host, which is the reasoning behind treating it as a trust boundary in the sense of MITRE CNA Operational Rules 4.1.
+
+2. *The operator* is whoever deploys, configures, and runs Apache Superset. Behaviors that depend on deployment-time decisions are the operator's responsibility, not Apache Superset's. This includes the values of secrets, the network reachability of the application and its data sources, the choice of database connectors and cache backends, the selection of feature flags, the destinations of notifications, and the trust placed in third-party plugins. Defaults that fail closed are the responsibility of the Apache Superset codebase. Defaults that fail open must be accompanied by a documented hardening requirement; applying that hardening is the operator's responsibility, while shipping an undocumented or unflagged fail-open default is a codebase issue.
+
+3. *The Apache Superset codebase* is responsible for enforcing the role and capability matrix below across its product surface. A failure to enforce, anywhere in that surface, is in scope. The codebase's commitments are limited to the role and capability matrix and to controls Apache Superset's own documentation (this file and the linked Security documentation) explicitly positions as security boundaries; configurable hardening that operators can layer on top is treated separately under *Vulnerability Scope* below.
+
+### Roles and Capabilities
+
+Apache Superset ships with the following first-class principals. Detailed permission definitions live in the [Security documentation](https://superset.apache.org/docs/security).
+
+| Principal | Read data | Write objects | Execute SQL | Manage databases | Manage users, roles, RLS |
+|---|---|---|---|---|---|
+| Public (anonymous) | none by default | no | no | no | no |
+| Gamma | only granted datasets | own charts and dashboards on granted datasets | no by default (requires the `sql_lab` role) | no | no |
+| Alpha | all data sources | own charts, dashboards, and datasets | no by default (requires the `sql_lab` role) | data upload to existing databases only | no |
+| Admin | all | all | yes | yes | yes |
+| Embedded guest token | data sources reachable through the embedded dashboards the token authorizes | no | no | no | no |
+
+The `sql_lab` role is *additive*: it grants the SQL Lab permission set on top of the base role above, and is the only path by which Gamma or Alpha gain SQL execution capability. Database access is still scoped per the base role's grants. Admin includes SQL Lab access by default.
+
+Deployments may grant or revoke individual view-menu permissions, which shifts the boundary for that deployment but does not redefine the model. Any custom role created by an operator inherits the same principle: its capabilities are whatever the operator has explicitly granted it. The Public principal follows the same rule: operators may grant the Public role read access to specific datasets or dashboards (typically for anonymous reporting use cases), which shifts the boundary for that deployment without redefining the model.
+
+### Vulnerability Scope
+
+The test for whether a finding is in scope is a single question:
+
+> *Does this finding let a principal perform an action the role and capability matrix above does not entitle them to?*
+
+If yes, it is in scope. If no, it is out of scope. The lists below apply that test to the classes Apache Superset most commonly receives reports about; they are illustrative, not exhaustive.
+
+*In Scope*
+
+- A user, embedded guest, or anonymous visitor reads, modifies, or deletes data outside their granted set. Includes object-level access bypass on charts, dashboards, datasets, saved queries, tags, annotations, and similar per-object endpoints, and row-level-security rule bypass.
+- A user supplies input that the codebase should sanitize or parameterize but does not, causing arbitrary SQL, template code, or scripts to execute. Includes injection through Jinja templates, SQL-construction paths, and any field the codebase passes to a query engine or template engine.
+- A user bypasses authentication, fixates or reuses another user's session, or reaches an authenticated endpoint without logging in.
+- An embedded guest token authorizes actions outside the dashboard it was issued for, or can be forged, replayed, or escalated to a higher principal.
+- Apache Superset, acting on behalf of an unprivileged user, fetches an outbound URL the user controls in a feature where Apache Superset itself, not the operator, controls the outbound destination set (server-side request forgery).
+- An Apache Superset default fails open without an accompanying documented hardening requirement. The codebase is responsible for shipping fail-closed defaults or for documenting the hardening required when a default fails open; failures of that responsibility are in scope (see *Trust Boundaries*).
+- A user bypasses a control Apache Superset documents specifically as a security boundary. This includes row-level security, the access checks tied to the role and capability matrix above, and any feature whose documentation positions it as security-relevant. The codebase commits to enforcing those controls; bypasses are in scope regardless of which principal triggers them.
+- A user causes a script to execute in another user's browser through a field the codebase renders to that other user (cross-site scripting), or causes cross-origin leakage of authenticated session state or data.
+- A user reaches a route, page, or API endpoint that requires a role they do not have.
+
+*Out of Scope*
+
+- Any action an Admin role can perform through documented configuration, API, or UI. The Admin role is a trusted operational principal by policy. Per MITRE CNA Operational Rules 4.1, a qualifying vulnerability must violate a security policy; behavior within a documented trust boundary does not.
+- Deployment or operator decisions: the values of secrets and tokens, whether internal networks are reachable from the server, which database connectors or cache backends are enabled, which feature flags are set, where notifications are delivered, and which third-party plugins are loaded.
+- Compromise, modification, or malicious control of trusted backend infrastructure. Apache Superset assumes the integrity of its metastore, cache backends (for example Redis or Memcached), message brokers, secret stores, and other operator-managed infrastructure. Findings that require an attacker to read from, write to, or otherwise tamper with these systems, including injecting malicious state, serialized objects, cache entries, task metadata, configuration, or database records, are post-compromise scenarios and do not constitute vulnerabilities in Apache Superset itself. A finding remains in scope only if an unprivileged user can cause such modification through a vulnerability in Apache Superset.
+- The continued presence of expired key-value or metastore-cache entries that have not yet been deleted from the metadata database. Such entries are excluded from reads once expired, are purged opportunistically on write, and are removed in bulk by the scheduled `prune_key_value` maintenance task; their lingering until purged is an eventual-cleanup property, not a security boundary, and does not constitute a vulnerability.
+- How a downstream application (spreadsheet program, email client, browser handling user-downloaded files) interprets output Apache Superset produced for it.
+- Findings without a reproducible proof of concept against a supported release. The burden of demonstrating exploitability rests with the reporter; findings closed for lack of a proof of concept may be refiled if one is later produced.
+- Brute force, rate limiting, denial of service, or resource exhaustion that does not bypass a documented control.
+- Missing security headers, banner or version disclosure, user or object enumeration through error messages or timing, and similar low-impact information disclosure that does not enable a further concrete exploit.
+- Bypasses of configurable defense-in-depth hardening that Apache Superset does not document as a security boundary. Apache Superset is not a SQL or database firewall: operator-deployable filters such as SQL function or table denylists, URI restrictions on already-authorized database connectors, and similar belt-and-braces controls are provided to let operators layer hardening on top of the role and capability matrix, not as firewall-grade guarantees the codebase commits to. Findings against such hardening are improvements, not vulnerabilities, unless the documentation positions the specific control as security-relevant.
+- Hardening suggestions that improve defense in depth but do not violate the security model.
+
+Findings in third-party dependencies fall into two cases. A finding in a transitive dependency, or in an operator-selected dependency that Apache Superset does not ship, is out of scope and should be reported to the dependency's maintainers. A finding caused by Apache Superset pinning a known-vulnerable version of a direct dependency it ships, or using a dependency in a way that creates a vulnerability the dependency itself does not have, remains in scope. Dependency findings in the official Apache Superset Docker image that fall into the first case can be remediated by extending the image at release time.
+
+When uncertain whether a finding falls in scope, please file it through the reporting process above. The triage team will classify it and explain the reasoning if it is closed as out of scope.
+
+**Outcome of Reports**
+
+Reports that are deemed out of scope for a CVE but represent valid security best practices or hardening opportunities are typically converted into public GitHub issues, where the community can contribute fixes alongside the maintainers. The triage decision and reasoning are communicated back to the reporter in either case.
+
+**Vulnerability Aggregation & CVE Attribution**
+
+In accordance with MITRE CNA Operational Rules (4.1.10, 4.1.11, and 4.2.13), Apache Superset issues CVEs based on the underlying architectural root cause rather than the number of affected endpoints or exploit payloads.
+- Aggregation: If multiple exploit vectors stem from the same programmatic failure or shared vulnerable code, they must be aggregated into a single, comprehensive report.
+- Independent Fixes: Separate CVEs will only be assigned if the vulnerabilities reside in decoupled architectural modules and can be fixed independently of one another.
+Reports that fail to aggregate related findings will be merged during triage to ensure an accurate and defensible CVE record.
+
+**Your responsible disclosure and collaboration are invaluable.**
+
+## Extra Information
+
+ - [Apache Superset documentation](https://superset.apache.org/docs/security)
+ - [Common Vulnerabilities and Exposures by release](https://superset.apache.org/docs/security/cves)
+ - [How Security Vulnerabilities are Reported & Handled in Apache Superset (Blog)](https://preset.io/blog/how-security-vulnerabilities-are-reported-and-handled-in-apache-superset/)
+
+**For LLM agents and automated scanners**
+
+This file is the canonical source of truth for what Apache Superset considers a security vulnerability. Automated tooling (LLM-based code scanners, static analyzers, dependency tools) should treat the Security Model section as authoritative when classifying findings. The repository's [AGENTS.md](AGENTS.md) file contains a short pointer to this document for agents that read AGENTS.md as their entry point.
--- a/UPDATING.md
+++ b/UPDATING.md
@@ -24,6 +24,22 @@ assists people when migrating to a new version.

 ## Next

+### YDB now uses a native sqlglot dialect
+
+YDB SQL parsing now relies on the dedicated [`ydb-sqlglot-plugin`](https://pypi.org/project/ydb-sqlglot-plugin/) dialect, which registers itself with sqlglot automatically. YDB users must install this plugin (e.g., via `pip install "apache-superset[ydb]"`) to avoid a `ValueError` when Superset parses YDB queries.
+
+### Embedded dashboards enforce configured Allowed Domains for postMessage
+
+The embedded dashboard page now validates the origin of incoming `postMessage` events against the dashboard's configured **Allowed Domains**. The server-rendered embedded page exposes the configured domains in its bootstrap payload, and the frontend rejects message events whose origin is not in that list.
+
+Enforcement only applies when the Allowed Domains list is non-empty. If the list is empty (the default), any origin is accepted, so there is no behavior change for embeds that did not configure Allowed Domains.
+
+### Dataset import validates catalog against the target connection
+
+Importing a dataset now validates the `catalog` field against the target database connection. When the connection has multi-catalog disabled (`allow_multi_catalog` off) and the dataset's catalog is not the connection's default catalog, the import fails instead of silently persisting the non-default catalog. This matches the validation already enforced on the dataset update path and prevents imported datasets from querying an unintended database.
+
+If you relied on importing datasets with a non-default catalog, enable "Allow changing catalogs" on the target connection, or set the dataset's catalog to the connection's default before importing.
+
 ### Granular Export Controls

 A new feature flag `GRANULAR_EXPORT_CONTROLS` introduces three fine-grained permissions that replace the legacy `can_csv` permission:
--- a/docker/docker-bootstrap.sh
+++ b/docker/docker-bootstrap.sh
@@ -80,7 +80,23 @@ case "${1}" in
    ;;
  app)
    echo "Starting web app (using development server)..."
-    flask run -p $PORT --reload --debugger --host=0.0.0.0 --exclude-patterns "*/node_modules/*:*/.venv/*:*/build/*:*/__pycache__/*:*/superset-frontend/*"
+
+    # Environment-based debugger control for security
+    # Only enable Werkzeug interactive debugger when explicitly requested
+    # Modern Werkzeug (3.0+) includes PIN protection, but defense-in-depth approach
+    # Override FLASK_DEBUG so the effective state matches SUPERSET_DEBUG_ENABLED even
+    # when FLASK_DEBUG=true is inherited from docker/.env or .flaskenv
+    if [[ "${SUPERSET_DEBUG_ENABLED:-}" == "true" ]]; then
+        export FLASK_DEBUG=1
+        DEBUGGER_FLAG="--debugger"
+        echo "  ⚠️  Werkzeug debugger enabled (requires PIN for /console access)"
+    else
+        export FLASK_DEBUG=0
+        DEBUGGER_FLAG="--no-debugger"
+        echo "  🔒 Werkzeug debugger disabled (set SUPERSET_DEBUG_ENABLED=true to enable)"
+    fi
+
+    flask run -p $PORT --reload $DEBUGGER_FLAG --host=0.0.0.0 --exclude-patterns "*/node_modules/*:*/.venv/*:*/build/*:*/__pycache__/*:*/superset-frontend/*"
    ;;
  app-gunicorn)
    echo "Starting web app..."
--- a/docker/pythonpath_dev/superset_config_docker_light.py
+++ b/docker/pythonpath_dev/superset_config_docker_light.py
@@ -18,6 +18,8 @@
 # Configuration for docker-compose-light.yml - disables Redis and uses minimal services

 # Import all settings from the main config first
+import os
+
 from flask_caching.backends.filesystemcache import FileSystemCache

 from superset_config import *  # noqa: F403
@@ -36,3 +38,32 @@ THUMBNAIL_CACHE_CONFIG = CACHE_CONFIG

 # Disable Celery entirely for lightweight mode
 CELERY_CONFIG = None  # type: ignore[assignment,misc]
+
+# Honor SUPERSET_FEATURE_<NAME> env vars on top of any flags inherited from
+# superset_config. Lets local dev/e2e enable features (e.g. EMBEDDED_SUPERSET)
+# without editing shipped config files. Only the literal string "true"
+# (case-insensitive) is treated as enabled — "1"/"yes"/"on" are not, matching
+# the strict-string convention used elsewhere in Superset's env parsing.
+FEATURE_FLAGS = {
+    **FEATURE_FLAGS,  # noqa: F405
+    **{
+        name[len("SUPERSET_FEATURE_") :]: value.strip().lower() == "true"
+        for name, value in os.environ.items()
+        if name.startswith("SUPERSET_FEATURE_")
+    },
+}
+
+if os.environ.get("SUPERSET_FEATURE_EMBEDDED_SUPERSET", "").strip().lower() == "true":
+    # Disable Talisman so /embedded/<uuid> doesn't return X-Frame-Options:SAMEORIGIN.
+    # Without this, browsers refuse to render Superset inside an iframe from a
+    # different origin (i.e. the embedded SDK use case). Production/CI configures
+    # Talisman with explicit `frame-ancestors`; for the lightweight local stack we
+    # just turn it off.
+    TALISMAN_ENABLED = False
+
+    # Guest tokens (used by the embedded SDK) inherit the "Public" role's perms.
+    # Out of the box Public has zero perms, so embedded dashboards immediately fail
+    # their first call (`/api/v1/me/roles/`) with 403. Mirror Public to Gamma —
+    # the standard read-only viewer role — so the embedded flow can authenticate
+    # and load dashboard data in local dev.
+    PUBLIC_ROLE_LIKE = "Gamma"
--- a/docs/admin_docs/installation/pypi.mdx
+++ b/docs/admin_docs/installation/pypi.mdx
@@ -157,8 +157,15 @@ superset load_examples
 superset init

 # To start a development web server on port 8088, use -p to bind to another port
-superset run -p 8088 --with-threads --reload --debugger
+superset run -p 8088 --with-threads --reload
+
+# For debugging with interactive console (⚠️ localhost only)
+# superset run -p 8088 --with-threads --reload --debugger
 ```

+:::warning Security Note
+The `--debugger` flag enables Werkzeug's interactive console at `/console`. Only use this for local development and never bind to `0.0.0.0` or expose the server to networks when debugging is enabled.
+:::
+
 If everything worked, you should be able to navigate to `hostname:port` in your browser (e.g.
 locally by default at `localhost:8088`) and login using the username and password you created.
--- a/docs/admin_docs_versioned_docs/version-6.1.0/installation/pypi.mdx
+++ b/docs/admin_docs_versioned_docs/version-6.1.0/installation/pypi.mdx
@@ -157,8 +157,15 @@ superset load_examples
 superset init

 # To start a development web server on port 8088, use -p to bind to another port
-superset run -p 8088 --with-threads --reload --debugger
+superset run -p 8088 --with-threads --reload
+
+# For debugging with interactive console (⚠️ localhost only)
+# superset run -p 8088 --with-threads --reload --debugger
 ```

+:::warning Security Note
+The `--debugger` flag enables Werkzeug's interactive console at `/console`. Only use this for local development and never bind to `0.0.0.0` or expose the server to networks when debugging is enabled.
+:::
+
 If everything worked, you should be able to navigate to `hostname:port` in your browser (e.g.
 locally by default at `localhost:8088`) and login using the username and password you created.
--- a/docs/developer_docs/contributing/development-setup.md
+++ b/docs/developer_docs/contributing/development-setup.md
@@ -102,6 +102,8 @@ Affecting the Docker build process:
  save some precious time on startup by `SUPERSET_LOAD_EXAMPLES=no docker compose up`
 - **SUPERSET_LOG_LEVEL (default=info)**: Can be set to debug, info, warning, error, critical
  for more verbose logging
+- **SUPERSET_DEBUG_ENABLED (default=false)**: Enable Werkzeug debugger with interactive console.
+  Set to `true` for debugging: `SUPERSET_DEBUG_ENABLED=true docker compose up`

 For more env vars that affect your configuration, see this
 [superset_config.py](https://github.com/apache/superset/blob/master/docker/pythonpath_dev/superset_config.py)
--- a/docs/netlify.toml
+++ b/docs/netlify.toml
@@ -25,9 +25,17 @@
  command = "yarn install && yarn build"
  # Output directory (relative to base)
  publish = "build"
-  # Skip builds when no docs changes (exit 0 = skip, exit 1 = build)
-  # Checks for changes in docs/ and README.md (which gets pulled into docs)
-  ignore = "git diff --quiet $CACHED_COMMIT_REF $COMMIT_REF -- . ../README.md"
+  # Skip builds when no docs changes (exit 0 = skip, non-zero = build).
+  # Checks for changes in docs/ and README.md (which gets pulled into docs).
+  #
+  # $CACHED_COMMIT_REF is the last *deployed* commit. On a PR's first build it
+  # is empty, so the original `git diff` errored and Netlify fell back to
+  # building -- which is why every PR built a docs preview once even with no
+  # docs changes. When it is empty we instead diff the whole branch against its
+  # merge-base with master, so non-docs PRs are skipped from the very first
+  # build. Subsequent builds (and the master production build) keep the cheaper
+  # incremental $CACHED_COMMIT_REF diff. Any failure exits non-zero -> build.
+  ignore = 'if [ -n "$CACHED_COMMIT_REF" ]; then git diff --quiet "$CACHED_COMMIT_REF" "$COMMIT_REF" -- . ../README.md; else git fetch origin master --depth=100 >/dev/null 2>&1; git diff --quiet "$(git merge-base origin/master "$COMMIT_REF" 2>/dev/null || echo origin/master)" "$COMMIT_REF" -- . ../README.md; fi'

 [build.environment]
  # Node version matching docs/.nvmrc
--- a/docs/package.json
+++ b/docs/package.json
@@ -70,9 +70,9 @@
    "@storybook/preview-api": "^8.6.18",
    "@storybook/theming": "^8.6.15",
    "@superset-ui/core": "^0.20.4",
-    "@swc/core": "^1.15.33",
+    "@swc/core": "^1.15.40",
    "antd": "^6.4.3",
-    "baseline-browser-mapping": "^2.10.31",
+    "baseline-browser-mapping": "^2.10.32",
    "caniuse-lite": "^1.0.30001793",
    "docusaurus-plugin-openapi-docs": "^5.0.2",
    "docusaurus-theme-openapi-docs": "^5.0.2",
@@ -101,7 +101,7 @@
    "@types/js-yaml": "^4.0.9",
    "@types/react": "^19.1.8",
    "@typescript-eslint/eslint-plugin": "^8.59.3",
-    "@typescript-eslint/parser": "^8.59.3",
+    "@typescript-eslint/parser": "^8.60.0",
    "eslint": "^9.39.2",
    "eslint-config-prettier": "^10.1.8",
    "eslint-plugin-prettier": "^5.5.5",
@@ -109,8 +109,8 @@
    "globals": "^17.6.0",
    "prettier": "^3.8.3",
    "typescript": "~6.0.3",
-    "typescript-eslint": "^8.59.4",
-    "webpack": "^5.107.1"
+    "typescript-eslint": "^8.60.0",
+    "webpack": "^5.107.2"
  },
  "browserslist": {
    "production": [
@@ -128,7 +128,13 @@
    "react-redux": "^9.2.0",
    "@reduxjs/toolkit": "^2.5.0",
    "baseline-browser-mapping": "^2.9.19",
-    "swagger-client": "3.37.3"
+    "swagger-client": "3.37.3",
+    "lodash": "4.18.1",
+    "lodash-es": "4.18.1",
+    "yaml": "1.10.3",
+    "uuid": "11.1.1",
+    "serialize-javascript": "7.0.5",
+    "d3-color": "3.1.0"
  },
  "packageManager": "yarn@1.22.22+sha1.ac34549e6aa8e7ead463a7407e1c7390f61a6610"
 }
--- a/docs/yarn.lock
+++ b/docs/yarn.lock
@@ -4033,86 +4033,86 @@
  dependencies:
    apg-lite "^1.0.4"

-"@swc/core-darwin-arm64@1.15.33":
-  version "1.15.33"
-  resolved "https://registry.yarnpkg.com/@swc/core-darwin-arm64/-/core-darwin-arm64-1.15.33.tgz#d84134fb80417d41128739f0b9014542e3ed9dd3"
-  integrity sha512-N+L0uXhuO7FIfzqwgxmzv0zIpV0qEp8wPX3QQs2p4atjMoywup2JTeDlXPw+z9pWJGCae3JjM+tZ6myclI+2gA==
+"@swc/core-darwin-arm64@1.15.40":
+  version "1.15.40"
+  resolved "https://registry.yarnpkg.com/@swc/core-darwin-arm64/-/core-darwin-arm64-1.15.40.tgz#b05d715b04c4fd47baf59288233da85a683cc0bc"
+  integrity sha512-PaYyclfmQ++77D8ityYvmmVzHv9aG8ROwt2GfG6/ccloy4Hgf80qtOnzb9VYvPsUT7Ty1uhuDRhv3XYpf62qhQ==

-"@swc/core-darwin-x64@1.15.33":
-  version "1.15.33"
-  resolved "https://registry.yarnpkg.com/@swc/core-darwin-x64/-/core-darwin-x64-1.15.33.tgz#0badb9834071f1c6005986571d4a96359c1d7cd0"
-  integrity sha512-/Il4QHSOhV4FekbsDtkrNmKbsX26oSysvgrRswa/RYOHXAkwXDbB4jaeKq6PsJLSPkzJ2KzQ061gtBnk0vNHfA==
+"@swc/core-darwin-x64@1.15.40":
+  version "1.15.40"
+  resolved "https://registry.yarnpkg.com/@swc/core-darwin-x64/-/core-darwin-x64-1.15.40.tgz#3180daef5c1e47b435f8edd084509e0a5c0d883b"
+  integrity sha512-HbbPzvfLBUXjIB1Ezks+//lNUjmLjfyd63XSwprJgrZaXYdm70kohXPJUWdqKZozolFxbPaO+xtBaiUp6BoueA==

-"@swc/core-linux-arm-gnueabihf@1.15.33":
-  version "1.15.33"
-  resolved "https://registry.yarnpkg.com/@swc/core-linux-arm-gnueabihf/-/core-linux-arm-gnueabihf-1.15.33.tgz#b7577a825b59d98b6a9a5c991d842046efe1c34a"
-  integrity sha512-C64hBnBxq4viOPQ8hlx+2lJ23bzZBGnjw7ryALmS+0Q3zHmwO8lw1/DArLENw4Q18/0w5wdEO1k3m1wWNtKGqQ==
+"@swc/core-linux-arm-gnueabihf@1.15.40":
+  version "1.15.40"
+  resolved "https://registry.yarnpkg.com/@swc/core-linux-arm-gnueabihf/-/core-linux-arm-gnueabihf-1.15.40.tgz#18fcd3c70e48fdfae07c9f18751b1409ce1e5e84"
+  integrity sha512-SlRZsCjOCPR2LvFs0Ri/Xrx/5o5TCt8vl4gW6mX1hEZOG0a625RxzRHpHdAQNGykmAN/7IeaFAJG+QnNmxlHcA==

-"@swc/core-linux-arm64-gnu@1.15.33":
-  version "1.15.33"
-  resolved "https://registry.yarnpkg.com/@swc/core-linux-arm64-gnu/-/core-linux-arm64-gnu-1.15.33.tgz#304c48321494a18c67b2913c273b08674ee70d8c"
-  integrity sha512-TRJfnJbX3jqpxRDRoieMzRiCBS5jOmXNb3iQXmcgjFEHKLnAgK1RZRU8Cq1MsPqO4jAJp/ld1G4O3fXuxv85uw==
+"@swc/core-linux-arm64-gnu@1.15.40":
+  version "1.15.40"
+  resolved "https://registry.yarnpkg.com/@swc/core-linux-arm64-gnu/-/core-linux-arm64-gnu-1.15.40.tgz#26304933922f2a8e3194770e404403fc25a19c89"
+  integrity sha512-Q8byxJt2fh8CR3EUX6snBpy47AoBVm+In/+Z3rjDHMjC38ZvR9/gtUUNCT0tfrn4EdVsO8/QPi59nxrxvqxvBQ==

-"@swc/core-linux-arm64-musl@1.15.33":
-  version "1.15.33"
-  resolved "https://registry.yarnpkg.com/@swc/core-linux-arm64-musl/-/core-linux-arm64-musl-1.15.33.tgz#d116cbc04ccb4f4ee810da6bca79d4423605dbcd"
-  integrity sha512-il7tYM+CpUNzieQbwAjFT1P8zqAhmGWNAGhQZBnxurXZ0aNn+5nqYFTEUKNZl7QibtT0uQXzTZrNGHCIj6Y1Og==
+"@swc/core-linux-arm64-musl@1.15.40":
+  version "1.15.40"
+  resolved "https://registry.yarnpkg.com/@swc/core-linux-arm64-musl/-/core-linux-arm64-musl-1.15.40.tgz#3402dfba04ba7b8ea81f243e2f8fa2c336b54d03"
+  integrity sha512-4z0MgHU+7M0pZDqBN1El7mFXDI1SBwinfcUkAyA4v8QrhOIUOZltySt2aStQLZGrdXVXM4Y4ylfiTC04ED+MoQ==

-"@swc/core-linux-ppc64-gnu@1.15.33":
-  version "1.15.33"
-  resolved "https://registry.yarnpkg.com/@swc/core-linux-ppc64-gnu/-/core-linux-ppc64-gnu-1.15.33.tgz#f5354dba36db9414305bab344c817d57b8b457c2"
-  integrity sha512-ZtNBwN0Z7CFj9Il0FcPaKdjgP7URyKu/3RfH46vq+0paOBqLj4NYldD6Qo//Duif/7IOtAraUfDOmp0PLAufog==
+"@swc/core-linux-ppc64-gnu@1.15.40":
+  version "1.15.40"
+  resolved "https://registry.yarnpkg.com/@swc/core-linux-ppc64-gnu/-/core-linux-ppc64-gnu-1.15.40.tgz#b3df9065cad352328c1eeef08a28fc9fe98785aa"
+  integrity sha512-fLI4iUgeSZu0eRWUXwe6YzPFx9gHbFiPkl8Rp3mJfP8OpNR3nTQCGPvHdDh9xniW7mVvgMY4ni7A4VzqI1KrpA==

-"@swc/core-linux-s390x-gnu@1.15.33":
-  version "1.15.33"
-  resolved "https://registry.yarnpkg.com/@swc/core-linux-s390x-gnu/-/core-linux-s390x-gnu-1.15.33.tgz#016df9f4c9d7fd65b85ca9c558c5aec341f06da0"
-  integrity sha512-De1IyajoOmhOYYjw/lx66bKlyDpHZTueqwpDrWgf5O7T6d1ODeJJO9/OqMBmrBQc5C+dNnlmIufHsp4QVCWufA==
+"@swc/core-linux-s390x-gnu@1.15.40":
+  version "1.15.40"
+  resolved "https://registry.yarnpkg.com/@swc/core-linux-s390x-gnu/-/core-linux-s390x-gnu-1.15.40.tgz#58e5b601f641dde81b30626ef66a668701ec918f"
+  integrity sha512-YqeKMAb7d4nQSGMJQ454IlaCENpzcDqhvBE9+CPfdnYpnUXxd+BSrB6Xk0YjW8UyoEhUj4p6quATCxbsp6J3jg==

-"@swc/core-linux-x64-gnu@1.15.33":
-  version "1.15.33"
-  resolved "https://registry.yarnpkg.com/@swc/core-linux-x64-gnu/-/core-linux-x64-gnu-1.15.33.tgz#49f36558ede072e71999aa37f123367daed2a662"
-  integrity sha512-mGTH0YxmUN+x6vRN/I6NOk5X0ogNktkwPnJ94IMvR7QjhRDwL0O8RXEDhyUM0YtwWrryBOqaJQBX4zruxEPRGw==
+"@swc/core-linux-x64-gnu@1.15.40":
+  version "1.15.40"
+  resolved "https://registry.yarnpkg.com/@swc/core-linux-x64-gnu/-/core-linux-x64-gnu-1.15.40.tgz#cf057dce0c148c53f2d30152baaf60ea29e5d59c"
+  integrity sha512-7HOuS1iGcme/j/TuL1TfmmLGiMQrjv/GmjyZeydl00FKPtpGXEldwqfI56xgd1YzrzoB2svWjxbGGyQ0TEASxg==

-"@swc/core-linux-x64-musl@1.15.33":
-  version "1.15.33"
-  resolved "https://registry.yarnpkg.com/@swc/core-linux-x64-musl/-/core-linux-x64-musl-1.15.33.tgz#b096665f5cfeee2612325f301da5c1590b10d8f3"
-  integrity sha512-hj628ZkSEJf6zMf5VMbYrG2O6QqyTIp2qwY6VlCjvIa9lAEZ5c2lfPblCLVGYubTeLJDxadLB/CxqQYOQABeEQ==
+"@swc/core-linux-x64-musl@1.15.40":
+  version "1.15.40"
+  resolved "https://registry.yarnpkg.com/@swc/core-linux-x64-musl/-/core-linux-x64-musl-1.15.40.tgz#21fb1a4d0193e9bbcd1469ecd36166d2e96e4006"
+  integrity sha512-h4kZYHc7dpc9P9u4brRJaS8Pl7tPVHAeiLSzw7T5RfIJgAoSdaCMKzI/2Uay9gFhaw8uyCDl0L5q37r0EpAfIA==

-"@swc/core-win32-arm64-msvc@1.15.33":
-  version "1.15.33"
-  resolved "https://registry.yarnpkg.com/@swc/core-win32-arm64-msvc/-/core-win32-arm64-msvc-1.15.33.tgz#f3101263a0dbaa173ec47638c9719d0b89838bd2"
-  integrity sha512-GV2oohtN2/5+KSccl86VULu3aT+LrISC8uzgSq0FRnikpD+Zwc+sBlXmoKQ+Db6jI57ITUOIB8jRkdGMABC29g==
+"@swc/core-win32-arm64-msvc@1.15.40":
+  version "1.15.40"
+  resolved "https://registry.yarnpkg.com/@swc/core-win32-arm64-msvc/-/core-win32-arm64-msvc-1.15.40.tgz#1dba23b2b0db86b3d6d65da2abd627cc607a1fbc"
+  integrity sha512-+mQgKZXSj6mV38Zh05QaxSjUDmGP/R2JWlXZTDLSPkDzHU6p3GxN9eeSf5dfyDVU86946fmCvSzyl/ucImx8+A==

-"@swc/core-win32-ia32-msvc@1.15.33":
-  version "1.15.33"
-  resolved "https://registry.yarnpkg.com/@swc/core-win32-ia32-msvc/-/core-win32-ia32-msvc-1.15.33.tgz#eb981ef5613d42c9220559bdb0c8bc58cf6c3eb9"
-  integrity sha512-gtyvzSNR8DHKfFEA2uqb8Ld1myqi6uEg2jyeUq3ikn5ytYs7H8RpZYC8mdy4NXr8hfcdJfCLXPlYaqqfBXpoEQ==
+"@swc/core-win32-ia32-msvc@1.15.40":
+  version "1.15.40"
+  resolved "https://registry.yarnpkg.com/@swc/core-win32-ia32-msvc/-/core-win32-ia32-msvc-1.15.40.tgz#b2da1e33165d469467b1046a2189db468da488eb"
+  integrity sha512-yvwdPLGd25mcj/mNatjNQ0lZujtQD6psH3v9PNmMb+fSzjbNG8KIDxjFWrcV+fsFVLOkyOmdJsFmX7NAFjVyPw==

-"@swc/core-win32-x64-msvc@1.15.33":
-  version "1.15.33"
-  resolved "https://registry.yarnpkg.com/@swc/core-win32-x64-msvc/-/core-win32-x64-msvc-1.15.33.tgz#a2fed9956933027ceb368857bac4bb4ee203d47c"
-  integrity sha512-d6fRqQSkJI+kmMEBWaDQ7TMl8+YjLYbwRUPZQ9DY0ORBJeTzOrG0twvfvlZ2xgw6jA0ScQKgfBm4vHLSLl5Hqg==
+"@swc/core-win32-x64-msvc@1.15.40":
+  version "1.15.40"
+  resolved "https://registry.yarnpkg.com/@swc/core-win32-x64-msvc/-/core-win32-x64-msvc-1.15.40.tgz#3563f7e8ce8708f5fda43eb8e0956ef11e0da320"
+  integrity sha512-OXtKsLU1bVtInzzDEAY2sYiF/rl4tvAnLLLpuMp3HzAOQZ5A+i69AKDhA1YLQTaMAqO3vzyYNVAYVRMPtSYD4w==

-"@swc/core@^1.15.33", "@swc/core@^1.7.39":
-  version "1.15.33"
-  resolved "https://registry.yarnpkg.com/@swc/core/-/core-1.15.33.tgz#2a6571c8aca961925f14beae52b3f43c18370fc6"
-  integrity sha512-jOlwnFV2xhuuZeAUILGFULeR6vDPfijEJ57evfocwznQldLU3w2cZ9bSDryY9ip+AsM3r1NJKzf47V2NXebkeQ==
+"@swc/core@^1.15.40", "@swc/core@^1.7.39":
+  version "1.15.40"
+  resolved "https://registry.yarnpkg.com/@swc/core/-/core-1.15.40.tgz#941c949aa88c0d8d291f102f519f3c2c77701b90"
+  integrity sha512-2kwzJikRvgtNAG7MwVZY2vEzZjTxKIq5jXOihuSV/8U+Hej8Va22t65aKnJZs3P+NwojZvR8Mf8kyM7O+V8sQg==
  dependencies:
    "@swc/counter" "^0.1.3"
    "@swc/types" "^0.1.26"
  optionalDependencies:
-    "@swc/core-darwin-arm64" "1.15.33"
-    "@swc/core-darwin-x64" "1.15.33"
-    "@swc/core-linux-arm-gnueabihf" "1.15.33"
-    "@swc/core-linux-arm64-gnu" "1.15.33"
-    "@swc/core-linux-arm64-musl" "1.15.33"
-    "@swc/core-linux-ppc64-gnu" "1.15.33"
-    "@swc/core-linux-s390x-gnu" "1.15.33"
-    "@swc/core-linux-x64-gnu" "1.15.33"
-    "@swc/core-linux-x64-musl" "1.15.33"
-    "@swc/core-win32-arm64-msvc" "1.15.33"
-    "@swc/core-win32-ia32-msvc" "1.15.33"
-    "@swc/core-win32-x64-msvc" "1.15.33"
+    "@swc/core-darwin-arm64" "1.15.40"
+    "@swc/core-darwin-x64" "1.15.40"
+    "@swc/core-linux-arm-gnueabihf" "1.15.40"
+    "@swc/core-linux-arm64-gnu" "1.15.40"
+    "@swc/core-linux-arm64-musl" "1.15.40"
+    "@swc/core-linux-ppc64-gnu" "1.15.40"
+    "@swc/core-linux-s390x-gnu" "1.15.40"
+    "@swc/core-linux-x64-gnu" "1.15.40"
+    "@swc/core-linux-x64-musl" "1.15.40"
+    "@swc/core-win32-arm64-msvc" "1.15.40"
+    "@swc/core-win32-ia32-msvc" "1.15.40"
+    "@swc/core-win32-x64-msvc" "1.15.40"

 "@swc/counter@^0.1.3":
  version "0.1.3"
@@ -4812,100 +4812,110 @@
  dependencies:
    "@types/yargs-parser" "*"

-"@typescript-eslint/eslint-plugin@8.59.4", "@typescript-eslint/eslint-plugin@^8.59.3":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.59.4.tgz#c67bfee32caae9cb587dce1ac59c3bf43b659707"
-  integrity sha512-PegsU+XfyJJNjd4+u/k6f9yTyp0lEXXiPopUNobZcIAUJFGICFLN+sP0Rb3JehVmiij1Ph0dFGYqODoRo/2+6A==
+"@typescript-eslint/eslint-plugin@8.60.0", "@typescript-eslint/eslint-plugin@^8.59.3":
+  version "8.60.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/eslint-plugin/-/eslint-plugin-8.60.0.tgz#8fc1e0a950c43270eaf0212dc060f7edaa42f9cf"
+  integrity sha512-QYb/sa74/s7OKMbACMjrYnGspj9Hs5YI5aaffSL65UfeBUzVzBJfVo3oWSpbzPurvm7yaCCo2Lk7lVj610HqKw==
  dependencies:
    "@eslint-community/regexpp" "^4.12.2"
-    "@typescript-eslint/scope-manager" "8.59.4"
-    "@typescript-eslint/type-utils" "8.59.4"
-    "@typescript-eslint/utils" "8.59.4"
-    "@typescript-eslint/visitor-keys" "8.59.4"
+    "@typescript-eslint/scope-manager" "8.60.0"
+    "@typescript-eslint/type-utils" "8.60.0"
+    "@typescript-eslint/utils" "8.60.0"
+    "@typescript-eslint/visitor-keys" "8.60.0"
    ignore "^7.0.5"
    natural-compare "^1.4.0"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/parser@8.59.4", "@typescript-eslint/parser@^8.59.3":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.59.4.tgz#77d99e3b27663e7a22cf12c3fb769db509e5e93c"
-  integrity sha512-zORHqO/tuhxY1zWuTvMUqddRxpiFJ72xVfcNoWpqdLjs6lfPbuQBJuW4pk+49/uBMy7Ssr4bzgjiKmmDB1UbZQ==
+"@typescript-eslint/parser@8.60.0", "@typescript-eslint/parser@^8.60.0":
+  version "8.60.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/parser/-/parser-8.60.0.tgz#38d611b8e658cb10850d4975e8a175a222fbcd6a"
+  integrity sha512-fcqpj/MyK4sxDPcbe7STNPbpQL4RLZOPWuaTmwZYuc+hJKzRf58yRxfhqGpc6PIq9ZyfSBpfHgmUHmHs0KwHwg==
  dependencies:
-    "@typescript-eslint/scope-manager" "8.59.4"
-    "@typescript-eslint/types" "8.59.4"
-    "@typescript-eslint/typescript-estree" "8.59.4"
-    "@typescript-eslint/visitor-keys" "8.59.4"
+    "@typescript-eslint/scope-manager" "8.60.0"
+    "@typescript-eslint/types" "8.60.0"
+    "@typescript-eslint/typescript-estree" "8.60.0"
+    "@typescript-eslint/visitor-keys" "8.60.0"
    debug "^4.4.3"

-"@typescript-eslint/project-service@8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.59.4.tgz#5830535a0e7a3ae806e2669964f47a74c4bc6b0e"
-  integrity sha512-Ly00Vu4oAacfDeHp2Zg85ioNG6l8HG+tN1D7J+xTHSxu9y0awYKJ2zH1rFBn8ZSfuGK+7FxK3Cgl3uAz0aZZLg==
+"@typescript-eslint/project-service@8.60.0":
+  version "8.60.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/project-service/-/project-service-8.60.0.tgz#b82ab12e64d005d0c7163d1240c432381f1bde0f"
+  integrity sha512-aZu74NNKJeUWqCjDddzdiKaS82dgYgV/vmf+Ui3ZdZejmgfXR/q+pRumgobnQ2cCJTgGTWp4ypiwsuofFubavg==
  dependencies:
-    "@typescript-eslint/tsconfig-utils" "^8.59.4"
-    "@typescript-eslint/types" "^8.59.4"
+    "@typescript-eslint/tsconfig-utils" "^8.60.0"
+    "@typescript-eslint/types" "^8.60.0"
    debug "^4.4.3"

-"@typescript-eslint/scope-manager@8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.59.4.tgz#507d1258c758147dac1adee9517a205a8ac1e046"
-  integrity sha512-mUeR/3H1WrTAddJrwut8OoPjfauaztMQmRwV5fQTUyNVJCLiUXXe4lGEyYIL2oFDpP7UtgbGJXCt72wT0z2S3Q==
+"@typescript-eslint/scope-manager@8.60.0":
+  version "8.60.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/scope-manager/-/scope-manager-8.60.0.tgz#7617a4617c043fe235dcf066f9a40f106cfd2fd5"
+  integrity sha512-pFzqhllJMs+jghLQWzV00ds39xLzuyqPSev5pd8f4Ir0rtKR3ZLUB4/4dhjOFighWb9larvtfJvqL+4yKDI3Xw==
  dependencies:
-    "@typescript-eslint/types" "8.59.4"
-    "@typescript-eslint/visitor-keys" "8.59.4"
+    "@typescript-eslint/types" "8.60.0"
+    "@typescript-eslint/visitor-keys" "8.60.0"

-"@typescript-eslint/tsconfig-utils@8.59.4", "@typescript-eslint/tsconfig-utils@^8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.59.4.tgz#218ba229d96dde35212e3a76a7d0a6bc831398be"
-  integrity sha512-DLCpnKgD4alVxTBSKulK+gU1KCqOgUXfDRDXh2mZgzokQKa/70ax93I2uVO3m/LLvIAtWZIFoiifudmIqAxpMA==
+"@typescript-eslint/tsconfig-utils@8.60.0":
+  version "8.60.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.60.0.tgz#3af78c48956227a407dea9626b8db8ca53f130d2"
+  integrity sha512-BZPR3RGYlAXnly6ymAxfkVn5rCbZzQNou0rxv3GfWZ8cTQp+hhVd73khbGLAd8k1TlAPLISH337M+tAgAnaJDQ==

-"@typescript-eslint/type-utils@8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.59.4.tgz#359fc53ba39a1f1860fddda40ebe5bfe0d87faed"
-  integrity sha512-uonTuPAAKr9XaBGqJ3LjYTh72zy5DyGesljO9gtmk/eFW0W1fRHjnwVYKB35Lm8d5Q5CluEW3gPHjTvZTmgrfA==
+"@typescript-eslint/tsconfig-utils@^8.60.0":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/tsconfig-utils/-/tsconfig-utils-8.60.1.tgz#bee8b942a13679a878101c9c74577d732062ed93"
+  integrity sha512-nh8w4qAteiKuZu3pSSzG/yGKpw0OlkrKnzFmbVRenKaD4qc+7i1GrmZaLVkr8rk4uipiPGMOW4YsM6WmKZ5CvA==
+
+"@typescript-eslint/type-utils@8.60.0":
+  version "8.60.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/type-utils/-/type-utils-8.60.0.tgz#6971a61bc4f3a1b2df45dcc14e26a43a88a4cb6a"
+  integrity sha512-SX46wEUtitCpq7AN38HkUU/+zvUpdKf7ephtWAFgckH8O7PQIyL5gvrhQgBLuEYgLfuKWOVvWVskMbuFHAz5xg==
  dependencies:
-    "@typescript-eslint/types" "8.59.4"
-    "@typescript-eslint/typescript-estree" "8.59.4"
-    "@typescript-eslint/utils" "8.59.4"
+    "@typescript-eslint/types" "8.60.0"
+    "@typescript-eslint/typescript-estree" "8.60.0"
+    "@typescript-eslint/utils" "8.60.0"
    debug "^4.4.3"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/types@8.59.4", "@typescript-eslint/types@^8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.59.4.tgz#c29d5c21bfbaa8347ddc677d3ac1fcd2db0f848e"
-  integrity sha512-F1o7WJcCq+bc8dwcO/YsSEOudAH8RDtaOhM6wcAQhcUsFhnWQl81JKy48q1hoxAU0qrzM89+31GYh1515Zde3Q==
+"@typescript-eslint/types@8.60.0":
+  version "8.60.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.60.0.tgz#e77ad768e933263b1960b2fe79de75fe1cc6e7db"
+  integrity sha512-AsE7x2XaAK+CVbeih0Fvbn+r1qHxtpLDJ3XUuFcIinT318T90yHMJC+Zgv+jUuDjQQd06HKwxnDu6sz1IcTilA==

-"@typescript-eslint/typescript-estree@8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.59.4.tgz#d005e5e1fb425526f39685594bed34a04ad755ea"
-  integrity sha512-F+RuOmcDXo4+TPdfd/TCLS3m2nw8gE9XXyZLrA3JBfaA5tz9TtdkyD3YJFmPxulyc2cKbEok/CvFE3MgSLWnag==
+"@typescript-eslint/types@^8.60.0":
+  version "8.60.1"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/types/-/types-8.60.1.tgz#ccdc482ba9e17f9723a10ce240b5e67dad3046c4"
+  integrity sha512-4h0tY8ppCkdCzcrl2YM5M3my0xsE1Tf8om3owEu5oPWmXwkKRmk0j0LGDzYBGUcAlesEbxBhazqu/K4cu3Ug7w==
+
+"@typescript-eslint/typescript-estree@8.60.0":
+  version "8.60.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/typescript-estree/-/typescript-estree-8.60.0.tgz#c102196a44414481190041c99eea1d854e66001b"
+  integrity sha512-3AcZNBGMClm6CXDyo8kYvVGT/sx29sS0oBsIb9oZI2gunA4Vm2M3YHzRLPvsUBBsl+yB5FPtltq7gGH0iTlp9g==
  dependencies:
-    "@typescript-eslint/project-service" "8.59.4"
-    "@typescript-eslint/tsconfig-utils" "8.59.4"
-    "@typescript-eslint/types" "8.59.4"
-    "@typescript-eslint/visitor-keys" "8.59.4"
+    "@typescript-eslint/project-service" "8.60.0"
+    "@typescript-eslint/tsconfig-utils" "8.60.0"
+    "@typescript-eslint/types" "8.60.0"
+    "@typescript-eslint/visitor-keys" "8.60.0"
    debug "^4.4.3"
    minimatch "^10.2.2"
    semver "^7.7.3"
    tinyglobby "^0.2.15"
    ts-api-utils "^2.5.0"

-"@typescript-eslint/utils@8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.59.4.tgz#8ccd2b08aecc72c7efc0d7ac6695631d199d256e"
-  integrity sha512-cYXeNAUsG4lJo5dbc1FcKm+JwIWrj1/UpTORsC6tGMjEZ81DYcvIr9/ueikhMa/Y/gDQYGp+YX9/xQrXje5BJw==
+"@typescript-eslint/utils@8.60.0":
+  version "8.60.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/utils/-/utils-8.60.0.tgz#6110cddaef87606ae4ca6f8bf81bb5949fc8e098"
+  integrity sha512-HtXuPfrHTyBDkameWpl+vJb1Uevu2tznAyahM1Oc4AENidCLTPiZDWIo4GfcxNdC/RcfGcadzzkqbRG87dUrQA==
  dependencies:
    "@eslint-community/eslint-utils" "^4.9.1"
-    "@typescript-eslint/scope-manager" "8.59.4"
-    "@typescript-eslint/types" "8.59.4"
-    "@typescript-eslint/typescript-estree" "8.59.4"
+    "@typescript-eslint/scope-manager" "8.60.0"
+    "@typescript-eslint/types" "8.60.0"
+    "@typescript-eslint/typescript-estree" "8.60.0"

-"@typescript-eslint/visitor-keys@8.59.4":
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.59.4.tgz#1ac23b747b011f5cbdb449da97769f6c5f3a9355"
-  integrity sha512-U3gxVaDVnuZKhSspW/MzMxE1kq7zOdc072FcSNoqA1I9p8HyKbBFfEHoWckBAMgNMph4MamwS5iTVzFmrnt8TQ==
+"@typescript-eslint/visitor-keys@8.60.0":
+  version "8.60.0"
+  resolved "https://registry.yarnpkg.com/@typescript-eslint/visitor-keys/-/visitor-keys-8.60.0.tgz#f2c41eedd3d7b03b808369fb2e3fb40a93783ec2"
+  integrity sha512-9WI52t8ZGLVGrPMBet25yAftqY/n95+zmoUUtJBBQTKDSKUu7OsPTroT2op7U9JatkoRccL0YkWDNMFfC4Sjxg==
  dependencies:
-    "@typescript-eslint/types" "8.59.4"
+    "@typescript-eslint/types" "8.60.0"
    eslint-visitor-keys "^5.0.0"

 "@ungap/structured-clone@^1.0.0":
@@ -5568,10 +5578,10 @@ base64-js@^1.3.1, base64-js@^1.5.1:
  resolved "https://registry.npmjs.org/base64-js/-/base64-js-1.5.1.tgz"
  integrity sha512-AKpaYlHn8t4SVbOHCy+b5+KKgvR4vrsD8vbvrbiQJps7fKDTkjkDry6ji0rUJjC0kzbNePLwzxq8iypo41qeWA==

-baseline-browser-mapping@^2.10.31, baseline-browser-mapping@^2.9.0, baseline-browser-mapping@^2.9.19:
-  version "2.10.31"
-  resolved "https://registry.yarnpkg.com/baseline-browser-mapping/-/baseline-browser-mapping-2.10.31.tgz#9c6825f052601ce6974a90dd49683b1726887b0b"
-  integrity sha512-MujYO3eP72uvmSE0i4wltsodRfIpZATP3jvzRNRGGxgzId7aVocVJJV3nf01qnzzKFGxQVC9bpWxl5cjxTr/7Q==
+baseline-browser-mapping@^2.10.32, baseline-browser-mapping@^2.9.0, baseline-browser-mapping@^2.9.19:
+  version "2.10.32"
+  resolved "https://registry.yarnpkg.com/baseline-browser-mapping/-/baseline-browser-mapping-2.10.32.tgz#b6b553a4285fdd606327a617de36a5351e3aaa64"
+  integrity sha512-wbPvpyjJPC0zdfdKXxqEL3Ea+bOMD/87X4lftiJkkaBiuG6ALQy1SLmEd7BSmVCuwCQsBrCamgBoLyfFDD1EPg==

 batch@0.6.1:
  version "0.6.1"
@@ -6538,14 +6548,9 @@ d3-chord@3:
  dependencies:
    d3-path "1 - 3"

-"d3-color@1 - 2":
-  version "2.0.0"
-  resolved "https://registry.npmjs.org/d3-color/-/d3-color-2.0.0.tgz"
-  integrity sha512-SPXi0TSKPD4g9tw0NMZFnR95XVgUZiBH+uUTqQuDu1OsE2zomHU7ho0FISciaPvosimixwHFl3WHLGabv6dDgQ==
-
-"d3-color@1 - 3", d3-color@3:
+"d3-color@1 - 2", "d3-color@1 - 3", d3-color@3, d3-color@3.1.0:
  version "3.1.0"
-  resolved "https://registry.npmjs.org/d3-color/-/d3-color-3.1.0.tgz"
+  resolved "https://registry.yarnpkg.com/d3-color/-/d3-color-3.1.0.tgz#395b2833dfac71507f12ac2f7af23bf819de24e2"
  integrity sha512-zg/chbXyeBtMQ1LbD/WSoW2DpC3I0mpmPdW+ynRTj/x2DAWYrIY7qeZIHidozwV24m4iavr15lNwIwLxRmOxhA==

 d3-contour@4:
@@ -7253,10 +7258,10 @@ encodeurl@~2.0.0:
  resolved "https://registry.npmjs.org/encodeurl/-/encodeurl-2.0.0.tgz"
  integrity sha512-Q0n9HRi4m6JuGIV1eFlmvJB7ZEVxu93IrMyiMsGC0lrMJMWzRgx6WGquyfQgZVb31vhGgXnfmPNNXmxnOkRBrg==

-enhanced-resolve@^5.21.4:
-  version "5.21.5"
-  resolved "https://registry.yarnpkg.com/enhanced-resolve/-/enhanced-resolve-5.21.5.tgz#8f80167d009d8f01267ad61035e59fe5c94ac3a6"
-  integrity sha512-mLCNbrQli11K1ySUmuNt4ZUB3OpGIDq4q2vTBTf5cL2lpsRjI9QKqSD0ndjW8FyvcW/Jj46gMe9syyHAsvMa/A==
+enhanced-resolve@^5.22.0:
+  version "5.22.1"
+  resolved "https://registry.yarnpkg.com/enhanced-resolve/-/enhanced-resolve-5.22.1.tgz#c34bc3f414298496fc244b21bbe316440782da17"
+  integrity sha512-6QEuw3zoX1SJQc7b87aBXke/no+mG2bTBgw29gWMQonLmpEkWoCAVkl+M49e48AZlWzxiDzDZzYdp6kobcyLww==
  dependencies:
    graceful-fs "^4.2.4"
    tapable "^2.3.3"
@@ -9676,10 +9681,10 @@ locate-path@^7.1.0:
  dependencies:
    p-locate "^6.0.0"

-lodash-es@^4.17.21:
-  version "4.17.21"
-  resolved "https://registry.npmjs.org/lodash-es/-/lodash-es-4.17.21.tgz"
-  integrity sha512-mKnC+QJ9pWVzv+C4/U3rRsHapFfHvQFoFB92e52xeyGMcX6/OlIl78je1u8vePzYZSkkogMPJ2yjxxsb89cxyw==
+lodash-es@4.18.1, lodash-es@^4.17.21:
+  version "4.18.1"
+  resolved "https://registry.yarnpkg.com/lodash-es/-/lodash-es-4.18.1.tgz#b962eeb80d9d983a900bf342961fb7418ca10b1d"
+  integrity sha512-J8xewKD/Gk22OZbhpOVSwcs60zhd95ESDwezOFuA3/099925PdHJ7OFHNTGtajL3AlZkykD32HykiMo+BIBI8A==

 lodash.debounce@^4, lodash.debounce@^4.0.8:
  version "4.0.8"
@@ -9701,12 +9706,7 @@ lodash.uniq@^4.5.0:
  resolved "https://registry.npmjs.org/lodash.uniq/-/lodash.uniq-4.5.0.tgz"
  integrity sha512-xfBaXQd9ryd9dlSDvnvI0lvxfLJlYAZzXomUYzLKtUeOQvOP5piqAWuGtrhWeqaXK9hhoM/iyJc5AV+XfsX3HQ==

-lodash@4.17.21:
-  version "4.17.21"
-  resolved "https://registry.yarnpkg.com/lodash/-/lodash-4.17.21.tgz#679591c564c3bffaae8454cf0b3df370c3d6911c"
-  integrity sha512-v2kDEe57lecTulaDIuNTPy3Ry4gLGJ6Z1O3vE1krgXZNrsQ+LFTGHVxVjcXPs17LhbZVGedAJv8XZ1tvj5FvSg==
-
-lodash@^4.15.0, lodash@^4.17.10, lodash@^4.17.15, lodash@^4.17.20, lodash@^4.17.21, lodash@^4.17.4, lodash@^4.18.1:
+lodash@4.17.21, lodash@4.18.1, lodash@^4.15.0, lodash@^4.17.10, lodash@^4.17.15, lodash@^4.17.20, lodash@^4.17.21, lodash@^4.17.4, lodash@^4.18.1:
  version "4.18.1"
  resolved "https://registry.yarnpkg.com/lodash/-/lodash-4.18.1.tgz#ff2b66c1f6326d59513de2407bf881439812771c"
  integrity sha512-dMInicTPVE8d1e5otfwmmjlxkZoUpiVLwyeTdUsi/Caj/gfzzblBcCE5sRHV/AsjuCmxWrte2TNGSYuCeCq+0Q==
@@ -13367,12 +13367,10 @@ serialize-error@^8.1.0:
  dependencies:
    type-fest "^0.20.2"

-serialize-javascript@^6.0.0, serialize-javascript@^6.0.1:
-  version "6.0.2"
-  resolved "https://registry.yarnpkg.com/serialize-javascript/-/serialize-javascript-6.0.2.tgz#defa1e055c83bf6d59ea805d8da862254eb6a6c2"
-  integrity sha512-Saa1xPByTTq2gdeFZYLLo+RFE35NHZkAbqZeWNd3BpzppeVisAqpDjcp8dyf6uIvEqJRd46jemmyA4iFIeVk8g==
-  dependencies:
-    randombytes "^2.1.0"
+serialize-javascript@7.0.5, serialize-javascript@^6.0.0, serialize-javascript@^6.0.1:
+  version "7.0.5"
+  resolved "https://registry.yarnpkg.com/serialize-javascript/-/serialize-javascript-7.0.5.tgz#c798cc0552ffbb08981914a42a8756e339d0d5b1"
+  integrity sha512-F4LcB0UqUl1zErq+1nYEEzSHJnIwb3AF2XWB94b+afhrekOUijwooAYqFyRbjYkm2PAKBabx6oYv/xDxNi8IBw==

 serve-handler@^6.1.7:
  version "6.1.7"
@@ -14384,15 +14382,15 @@ types-ramda@^0.30.1:
  dependencies:
    ts-toolbelt "^9.6.0"

-typescript-eslint@^8.59.4:
-  version "8.59.4"
-  resolved "https://registry.yarnpkg.com/typescript-eslint/-/typescript-eslint-8.59.4.tgz#834e3b53f4d1a764a985ceb8592c4a95d6a8da7c"
-  integrity sha512-Rw6+44QNFaXtgHSjPy+Kw8hrJniMYzR85E9yLmOLcfZ91/rz+JXQbDTCmc6ccxMPY6K6PgAq26f0JCBfR7LIPQ==
+typescript-eslint@^8.60.0:
+  version "8.60.0"
+  resolved "https://registry.yarnpkg.com/typescript-eslint/-/typescript-eslint-8.60.0.tgz#6686fecb1f4f367c0bf0075828e93b7ecacbc62b"
+  integrity sha512-9f65qWLZdAW9m1JaxBDUHcqRUfL8bkxxXL7XxEfI+F09q56PkBvIfCjLF3yInsDM/BBmwkqmCQdCZe/RYlIWEw==
  dependencies:
-    "@typescript-eslint/eslint-plugin" "8.59.4"
-    "@typescript-eslint/parser" "8.59.4"
-    "@typescript-eslint/typescript-estree" "8.59.4"
-    "@typescript-eslint/utils" "8.59.4"
+    "@typescript-eslint/eslint-plugin" "8.60.0"
+    "@typescript-eslint/parser" "8.60.0"
+    "@typescript-eslint/typescript-estree" "8.60.0"
+    "@typescript-eslint/utils" "8.60.0"

 typescript@~6.0.3:
  version "6.0.3"
@@ -14726,15 +14724,10 @@ utils-merge@1.0.1:
  resolved "https://registry.npmjs.org/utils-merge/-/utils-merge-1.0.1.tgz"
  integrity sha512-pMZTvIkT1d+TFGvDOqodOclx0QWkkgi6Tdoa8gC8ffGAAqz9pzPTZWAybbsHHoED/ztMtkv/VoYTYyShUn81hA==

-uuid@8.3.2, uuid@^8.3.2:
-  version "8.3.2"
-  resolved "https://registry.npmjs.org/uuid/-/uuid-8.3.2.tgz"
-  integrity sha512-+NYs2QeMWy+GWFOEm9xnn6HCDp0l7QBD7ml8zLUmJ+93Q5NF0NocErnwkTkXVFNiX3/fpC6afS8Dhb/gz7R7eg==
-
-"uuid@^11.1.0 || ^12 || ^13 || ^14.0.0":
-  version "14.0.0"
-  resolved "https://registry.yarnpkg.com/uuid/-/uuid-14.0.0.tgz#0af883220163d264ffe0c084f6b8a89b9666966d"
-  integrity sha512-Qo+uWgilfSmAhXCMav1uYFynlQO7fMFiMVZsQqZRMIXp0O7rR7qjkj+cPvBHLgBqi960QCoo/PH2/6ZtVqKvrg==
+uuid@11.1.1, uuid@8.3.2, "uuid@^11.1.0 || ^12 || ^13 || ^14.0.0", uuid@^8.3.2:
+  version "11.1.1"
+  resolved "https://registry.yarnpkg.com/uuid/-/uuid-11.1.1.tgz#f6d81d2e1c65d00762e5e29b16c5d2d995e208ad"
+  integrity sha512-vIYxrBCC/N/K+Js3qSN88go7kIfNPssr/hHCesKCQNAjmgvYS2oqr69kIufEG+O4+PfezOH4EbIeHCfFov8ZgQ==

 uvu@^0.5.0:
  version "0.5.6"
@@ -14947,20 +14940,20 @@ webpack-merge@^6.0.1:
    flat "^5.0.2"
    wildcard "^2.0.1"

-webpack-sources@^3.4.1:
-  version "3.4.1"
-  resolved "https://registry.yarnpkg.com/webpack-sources/-/webpack-sources-3.4.1.tgz#009d110999ebd9fb3a6fa8d32eec6f84d940e65d"
-  integrity sha512-eACpxRN02yaawnt+uUNIF7Qje6A9zArxBbcAJjK1PK3S9Ycg5jIuJ8pW4q8EMnwNZCEGltcjkRx1QzOxOkKD8A==
+webpack-sources@^3.5.0:
+  version "3.5.0"
+  resolved "https://registry.yarnpkg.com/webpack-sources/-/webpack-sources-3.5.0.tgz#87bf7f5801a4e985b1f1c92b64b9620a02f76d08"
+  integrity sha512-HPuy+uuoTCaaoEoI1LQ3JN9+vrPBvEesnnX1jADHy728cHSMlq4wUc4afYqahq2B1mhQVZxCXOkNTnXltr+2vQ==

 webpack-virtual-modules@^0.6.2:
  version "0.6.2"
  resolved "https://registry.npmjs.org/webpack-virtual-modules/-/webpack-virtual-modules-0.6.2.tgz"
  integrity sha512-66/V2i5hQanC51vBQKPH4aI8NMAcBW59FVBs+rC7eGHupMyfn34q7rZIE+ETlJ+XTevqfUhVVBgSUNSW2flEUQ==

-webpack@^5.107.1, webpack@^5.88.1, webpack@^5.95.0:
-  version "5.107.1"
-  resolved "https://registry.yarnpkg.com/webpack/-/webpack-5.107.1.tgz#01ad63131b7c413f607cc00a8136f467c1f10af0"
-  integrity sha512-mvdIWxj/H6QsfgDdH9djne3a5dYcmEmtsXGESkypaGN5jXjF/b+9KDlmTDQ2TKlFUeA2fI9Y65kihD30JOdB+Q==
+webpack@^5.107.2, webpack@^5.88.1, webpack@^5.95.0:
+  version "5.107.2"
+  resolved "https://registry.yarnpkg.com/webpack/-/webpack-5.107.2.tgz#dea14dcb177b46b29de15f952f7303691ee2b596"
+  integrity sha512-v7RhXaJbpMlV0D7hC7lb2EbnxkoeUqf9qhKr6lozx3Q48pmFrqqNRmZFUEGmi7pSwm6fCQ2H1IjvCkHqdpVdjQ==
  dependencies:
    "@types/estree" "^1.0.8"
    "@types/json-schema" "^7.0.15"
@@ -14971,7 +14964,7 @@ webpack@^5.107.1, webpack@^5.88.1, webpack@^5.95.0:
    acorn-import-phases "^1.0.3"
    browserslist "^4.28.1"
    chrome-trace-event "^1.0.2"
-    enhanced-resolve "^5.21.4"
+    enhanced-resolve "^5.22.0"
    es-module-lexer "^2.1.0"
    eslint-scope "5.1.1"
    events "^3.2.0"
@@ -14984,7 +14977,7 @@ webpack@^5.107.1, webpack@^5.88.1, webpack@^5.95.0:
    tapable "^2.3.0"
    terser-webpack-plugin "^5.5.0"
    watchpack "^2.5.1"
-    webpack-sources "^3.4.1"
+    webpack-sources "^3.5.0"

 webpackbar@^7.0.0:
  version "7.0.0"
@@ -15139,9 +15132,9 @@ ws@^7.3.1:
  integrity sha512-+dbF1tHwZpXcbOJdVOkzLDxZP1ailvSxM6ZweXTegylPny803bFhA+vqBYw4s31NSAk4S2Qz+AKXK9a4wkdjcQ==

 ws@^8.18.0, ws@^8.2.3:
-  version "8.18.3"
-  resolved "https://registry.npmjs.org/ws/-/ws-8.18.3.tgz"
-  integrity sha512-PEIGCY5tSlUt50cqyMXfCzX+oOPqN0vuGqWzbcJ2xvnkzkq46oOpz7dQaTDBdfICb4N14+GARUDw2XV2N4tvzg==
+  version "8.20.1"
+  resolved "https://registry.npmjs.org/ws/-/ws-8.20.1.tgz"
+  integrity sha512-It4dO0K5v//JtTXuPkfEOaI3uUN87iYPnqo/ZzqCoG3g8uhA66QUMs/SrM0YK7/NAu+r4LMh/9dq2A7k+rHs+w==

 wsl-utils@^0.1.0:
  version "0.1.0"
@@ -15209,12 +15202,7 @@ yaml-ast-parser@0.0.43:
  resolved "https://registry.npmjs.org/yaml-ast-parser/-/yaml-ast-parser-0.0.43.tgz"
  integrity sha512-2PTINUwsRqSd+s8XxKaJWQlUuEMHJQyEuh2edBbW8KNJz0SJPwUSD2zRWqezFEdN7IzAgeuYHFUCF7o8zRdZ0A==

-yaml@1.10.2:
-  version "1.10.2"
-  resolved "https://registry.yarnpkg.com/yaml/-/yaml-1.10.2.tgz#2301c5ffbf12b467de8da2333a459e29e7920e4b"
-  integrity sha512-r3vXyErRCYJ7wg28yvBY5VSoAF8ZvlcW9/BwUzEtUsjvX/DKs24dIkuwjtuprwJJHsbyUbLApepYTR1BN4uHrg==
-
-yaml@^1.10.0:
+yaml@1.10.2, yaml@1.10.3, yaml@^1.10.0:
  version "1.10.3"
  resolved "https://registry.yarnpkg.com/yaml/-/yaml-1.10.3.tgz#76e407ed95c42684fb8e14641e5de62fe65bbcb3"
  integrity sha512-vIYeF1u3CjlhAFekPPAk2h/Kv4T3mAkMox5OymRiJQB0spDP10LHvt+K7G9Ny6NuuMAb25/6n1qyUjAcGNf/AA==
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -39,7 +39,7 @@ dependencies = [
    "apache-superset-core",
    "backoff>=1.8.0",
    "celery>=5.3.6, <6.0.0",
-    "click>=8.0.3",
+    "click>=8.4.0",
    "click-option-group",
    "colorama",
    "flask-cors>=6.0.0, <7.0",
@@ -71,7 +71,7 @@ dependencies = [
    "marshmallow>=3.0, <4",
    "marshmallow-union>=0.1",
    "msgpack>=1.0.0, <1.2",
-    "nh3>=0.2.11, <0.4",
+    "nh3>=0.3.5, <0.4",
    "numpy>1.23.5, <2.3",
    "packaging",
    # --------------------------
@@ -103,7 +103,7 @@ dependencies = [
    "sqlalchemy-utils>=0.38.0, <0.43", # expanding lowerbound to work with pydoris
    "sqlglot>=30.8.0, <31",
    # newer pandas needs 0.9+
-    "tabulate>=0.9.0, <1.0",
+    "tabulate>=0.10.0, <1.0",
    "typing-extensions>=4, <5",
    "waitress; sys_platform == 'win32'",
    "watchdog>=6.0.0",
@@ -123,7 +123,7 @@ bigquery = [
 ]
 clickhouse = ["clickhouse-connect>=0.13.0, <2.0"]
 cockroachdb = ["cockroachdb>=0.3.5, <0.4"]
-crate = ["sqlalchemy-cratedb>=0.40.1, <1"]
+crate = ["sqlalchemy-cratedb>=0.41.0, <1"]
 d1 = [
    "superset-engine-d1>=0.1.0",
    "sqlalchemy-d1>=0.1.0",
@@ -135,11 +135,11 @@ databricks = [
    "databricks-sqlalchemy==1.0.5",
 ]
 db2 = ["ibm-db-sa>0.3.8, <=0.4.4"]
-denodo = ["denodo-sqlalchemy>=1.0.6,<2.1.0"]
+denodo = ["denodo-sqlalchemy>=2.0.5,<2.1.0"]
 dremio = ["sqlalchemy-dremio>=1.2.1, <4"]
 drill = ["sqlalchemy-drill>=1.1.10, <2"]
 druid = ["pydruid>=0.6.5,<0.7"]
-duckdb = ["duckdb>=1.4.2,<2", "duckdb-engine>=0.17.0"]
+duckdb = ["duckdb>=1.5.2,<2", "duckdb-engine>=0.17.0"]
 dynamodb = ["pydynamodb>=0.4.2"]
 solr = ["sqlalchemy-solr >= 0.2.0"]
 elasticsearch = ["elasticsearch-dbapi>=0.2.13, <0.3.0"]
@@ -154,7 +154,7 @@ fastmcp = [
 ]
 firebird = ["sqlalchemy-firebird>=0.7.0, <2.2"]
 firebolt = ["firebolt-sqlalchemy>=1.0.0, <2"]
-gevent = ["gevent>=23.9.1"]
+gevent = ["gevent>=26.4.0"]
 gsheets = ["shillelagh[gsheetsapi]>=1.4.4, <2"]
 hana = ["hdbcli==2.28.20", "sqlalchemy_hana==0.4.0"]
 hive = [
@@ -190,7 +190,7 @@ risingwave = ["sqlalchemy-risingwave"]
 shillelagh = ["shillelagh[all]>=1.4.4, <2"]
 singlestore = ["sqlalchemy-singlestoredb>=1.1.1, <2"]
 snowflake = ["snowflake-sqlalchemy>=1.2.4, <2"]
-sqlite = ["syntaqlite>=0.1.0"]
+sqlite = ["syntaqlite>=0.1.0,<0.5.0"]
 spark = [
    "pyhive[hive]>=0.6.5;python_version<'3.11'",
    "pyhive[hive_pure_sasl]>=0.7",
@@ -208,7 +208,7 @@ netezza = ["nzalchemy>=11.0.2"]
 starrocks = ["starrocks>=1.0.0"]
 doris = ["pydoris>=1.0.0, <2.0.0"]
 oceanbase = ["oceanbase_py>=0.0.1"]
-ydb = ["ydb-sqlalchemy>=0.1.2"]
+ydb = ["ydb-sqlalchemy>=0.1.2", "ydb-sqlglot-plugin>=0.2.5"]
 development = [
    # no bounds for apache-superset-extensions-cli until a stable version
    "apache-superset-extensions-cli",
@@ -225,7 +225,7 @@ development = [
    "progress>=1.5,<2",
    "psutil",
    "pyfakefs",
-    "pyinstrument>=4.0.2,<6",
+    "pyinstrument>=5.1.2,<6",
    "pylint",
    "pytest<8.0.0", # hairy issue with pytest >=8 where current_app proxies are not set in time
    "pytest-asyncio",
@@ -235,7 +235,7 @@ development = [
    "ruff",
    "sqloxide",
    "statsd",
-    "syntaqlite>=0.1.0",
+    "syntaqlite>=0.4.2,<0.5.0",
 ]

 [project.urls]
@@ -456,6 +456,7 @@ authorized_licenses = [
    "isc license (iscl)",
    "isc license",
    "mit",
+    "mit and psf-2.0",
    "mit-cmu",
    "mozilla public license 2.0 (mpl 2.0)",
    "osi approved",
--- a/requirements/base.txt
+++ b/requirements/base.txt
@@ -60,7 +60,7 @@ cffi==2.0.0
    #   pynacl
 charset-normalizer==3.4.2
    # via requests
-click==8.2.1
+click==8.4.1
    # via
    #   apache-superset (pyproject.toml)
    #   celery
@@ -161,7 +161,7 @@ geopy==2.4.1
    # via apache-superset (pyproject.toml)
 google-auth==2.43.0
    # via shillelagh
-greenlet==3.1.1
+greenlet==3.5.0
    # via
    #   apache-superset (pyproject.toml)
    #   shillelagh
@@ -176,7 +176,7 @@ holidays==0.82
    # via apache-superset (pyproject.toml)
 humanize==4.12.3
    # via apache-superset (pyproject.toml)
-idna==3.10
+idna==3.15
    # via
    #   email-validator
    #   requests
@@ -208,7 +208,7 @@ kombu==5.5.3
    # via celery
 limits==5.1.0
    # via flask-limiter
-mako==1.3.11
+mako==1.3.12
    # via
    #   -r requirements/base.in
    #   apache-superset (pyproject.toml)
@@ -241,7 +241,7 @@ msgpack==1.0.8
    # via apache-superset (pyproject.toml)
 msgspec==0.19.0
    # via flask-session
-nh3==0.2.21
+nh3==0.3.5
    # via apache-superset (pyproject.toml)
 numexpr==2.10.2
    # via -r requirements/base.in
@@ -421,7 +421,7 @@ sqlglot==30.8.0
    #   apache-superset-core
 sshtunnel==0.4.0
    # via apache-superset (pyproject.toml)
-tabulate==0.9.0
+tabulate==0.10.0
    # via apache-superset (pyproject.toml)
 trio==0.30.0
    # via
@@ -451,7 +451,7 @@ tzdata==2025.2
    #   pandas
 url-normalize==2.2.1
    # via requests-cache
-urllib3==2.6.3
+urllib3==2.7.0
    # via
    #   -r requirements/base.in
    #   requests
--- a/requirements/development.txt
+++ b/requirements/development.txt
@@ -52,7 +52,7 @@ attrs==25.3.0
    #   referencing
    #   requests-cache
    #   trio
-authlib==1.6.9
+authlib==1.6.12
    # via fastmcp
 babel==2.17.0
    # via
@@ -130,7 +130,7 @@ charset-normalizer==3.4.2
    # via
    #   -c requirements/base-constraint.txt
    #   requests
-click==8.2.1
+click==8.4.1
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
@@ -219,7 +219,7 @@ docstring-parser==0.17.0
    # via cyclopts
 docutils==0.22.2
    # via rich-rst
-duckdb==1.4.2
+duckdb==1.5.3
    # via
    #   apache-superset
    #   duckdb-engine
@@ -317,7 +317,7 @@ flask-wtf==1.2.2
    #   -c requirements/base-constraint.txt
    #   apache-superset
    #   flask-appbuilder
-fonttools==4.55.0
+fonttools==4.60.2
    # via matplotlib
 freezegun==1.5.1
    # via apache-superset
@@ -331,7 +331,7 @@ geopy==2.4.1
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
-gevent==24.2.1
+gevent==26.4.0
    # via apache-superset
 google-api-core==2.23.0
    # via
@@ -346,6 +346,7 @@ google-auth==2.43.0
    #   google-api-core
    #   google-auth-oauthlib
    #   google-cloud-bigquery
+    #   google-cloud-bigquery-storage
    #   google-cloud-core
    #   pandas-gbq
    #   pydata-google-auth
@@ -360,7 +361,7 @@ google-cloud-bigquery==3.27.0
    #   apache-superset
    #   pandas-gbq
    #   sqlalchemy-bigquery
-google-cloud-bigquery-storage==2.19.1
+google-cloud-bigquery-storage==2.26.0
    # via pandas-gbq
 google-cloud-core==2.4.1
    # via google-cloud-bigquery
@@ -372,7 +373,7 @@ googleapis-common-protos==1.66.0
    # via
    #   google-api-core
    #   grpcio-status
-greenlet==3.1.1
+greenlet==3.5.0
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
@@ -421,7 +422,7 @@ humanize==4.12.3
    #   apache-superset
 identify==2.5.36
    # via pre-commit
-idna==3.10
+idna==3.15
    # via
    #   -c requirements/base-constraint.txt
    #   anyio
@@ -506,7 +507,7 @@ limits==5.1.0
    # via
    #   -c requirements/base-constraint.txt
    #   flask-limiter
-mako==1.3.11
+mako==1.3.12
    # via
    #   -c requirements/base-constraint.txt
    #   alembic
@@ -565,7 +566,7 @@ msgspec==0.19.0
    #   flask-session
 mysqlclient==2.2.6
    # via apache-superset
-nh3==0.2.21
+nh3==0.3.5
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
@@ -701,7 +702,7 @@ proto-plus==1.25.0
    # via
    #   google-api-core
    #   google-cloud-bigquery-storage
-protobuf==4.25.8
+protobuf==5.29.6
    # via
    #   google-api-core
    #   google-cloud-bigquery-storage
@@ -767,7 +768,7 @@ pygments==2.20.0
    #   rich
 pyhive==0.7.0
    # via apache-superset
-pyinstrument==4.4.0
+pyinstrument==5.1.2
    # via apache-superset
 pyjwt==2.12.0
    # via
@@ -837,9 +838,9 @@ python-dotenv==1.2.2
    #   apache-superset
    #   fastmcp
    #   pydantic-settings
-python-ldap==3.4.4
+python-ldap==3.4.5
    # via apache-superset
-python-multipart==0.0.20
+python-multipart==0.0.29
    # via mcp
 pytz==2025.2
    # via
@@ -1004,9 +1005,9 @@ starlette==0.49.1
    # via mcp
 statsd==4.0.1
    # via apache-superset
-syntaqlite==0.1.0
+syntaqlite==0.4.2
    # via apache-superset
-tabulate==0.9.0
+tabulate==0.10.0
    # via
    #   -c requirements/base-constraint.txt
    #   apache-superset
@@ -1071,7 +1072,7 @@ url-normalize==2.2.1
    # via
    #   -c requirements/base-constraint.txt
    #   requests-cache
-urllib3==2.6.3
+urllib3==2.7.0
    # via
    #   -c requirements/base-constraint.txt
    #   botocore
@@ -1089,7 +1090,7 @@ vine==5.1.0
    #   amqp
    #   celery
    #   kombu
-virtualenv==20.29.2
+virtualenv==20.36.1
    # via pre-commit
 watchdog==6.0.0
    # via
--- a/scripts/init.py
+++ b/scripts/init.py
@@ -0,0 +1,16 @@
+# 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.
--- a/scripts/change_detector.py
+++ b/scripts/change_detector.py
@@ -31,7 +31,9 @@ PATTERNS = {
        r"^superset/",
        r"^scripts/",
        r"^setup\.py",
+        r"^pyproject\.toml$",
        r"^requirements/.+\.txt",
+        r"^pyproject\.toml",
        r"^.pylintrc",
    ],
    "frontend": [
@@ -107,6 +109,37 @@ def is_int(s: str) -> bool:
    return bool(re.match(r"^-?\d+$", s))


+def resolve_workflow_run_files(repo: str, sha: str) -> Optional[List[str]]:
+    """Resolve changed files for a workflow_run-triggered run.
+
+    When a workflow is gated behind another (e.g. running only after
+    pre-commit succeeds), GitHub re-dispatches it as a `workflow_run` event
+    whose context points at the default branch rather than the originating
+    diff. Recover the original event and head SHA from the workflow_run
+    payload, exposed via the WF_RUN_* env vars. Returns ``None`` (meaning
+    "assume all changed") when the diff can't be resolved.
+    """
+    original_event = os.getenv("WF_RUN_EVENT") or "push"
+    print("ORIGINAL_EVENT", original_event)
+    if original_event == "pull_request":
+        pr_number = os.getenv("WF_RUN_PR_NUMBER", "")
+        if not is_int(pr_number):
+            # Fork PRs don't populate workflow_run.pull_requests, so we can't
+            # resolve the diff -> assume all changed (run everything).
+            print("workflow_run without PR context, assuming all changed")
+            return None
+        files = fetch_changed_files_pr(repo, pr_number)
+        print("PR files:")
+        print_files(files)
+        return files
+
+    head_sha = os.getenv("WF_RUN_HEAD_SHA") or sha
+    files = fetch_changed_files_push(repo, head_sha)
+    print("Files touched since previous commit:")
+    print_files(files)
+    return files
+
+
 def main(event_type: str, sha: str, repo: str) -> None:
    """Main function to check for file changes based on event context."""
    print("SHA:", sha)
@@ -124,6 +157,9 @@ def main(event_type: str, sha: str, repo: str) -> None:
        print("Files touched since previous commit:")
        print_files(files)

+    elif event_type == "workflow_run":
+        files = resolve_workflow_run_files(repo, sha)
+
    elif event_type in ("workflow_dispatch", "schedule"):
        # Manual or cron-triggered runs aren't tied to a specific diff, so
        # treat every group as changed. `files = None` makes the loop below
@@ -155,7 +191,7 @@ def main(event_type: str, sha: str, repo: str) -> None:

 def get_git_sha() -> str:
    return os.getenv("GITHUB_SHA") or subprocess.check_output(  # noqa: S603
-        ["git", "rev-parse", "HEAD"]  # noqa: S607
+        ["git", "rev-parse", "HEAD"]  # noqa: S603, S607
    ).strip().decode("utf-8")


--- a/scripts/oxlint.sh
+++ b/scripts/oxlint.sh
@@ -55,7 +55,7 @@ if [ ${#js_ts_files[@]} -gt 0 ]; then
    echo "$output" >&2
    exit 1
  }
-  [ -n "$output" ] && echo "$output"
+  if [ -n "$output" ]; then echo "$output"; fi
 else
  echo "No JavaScript/TypeScript files to lint"
 fi
--- a/scripts/translations/backfill_po.py
+++ b/scripts/translations/backfill_po.py
@@ -69,6 +69,24 @@ DEFAULT_INDEX = TRANSLATIONS_DIR / "translation_index.json"
 DEFAULT_MODEL = "claude-sonnet-4-6"
 DEFAULT_BATCH_SIZE = 50

+_ASF_LICENSE_HEADER = """\
+# 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.
+"""
+
 # Language names for the prompt, keyed by ISO code
 LANGUAGE_NAMES: dict[str, str] = {
    "ar": "Arabic",
@@ -95,6 +113,19 @@ LANGUAGE_NAMES: dict[str, str] = {
 }


+def _ensure_license_header(po_path: Path, *, dry_run: bool = False) -> None:
+    """Prepend the ASF license header to the .po file if it is missing."""
+    content = po_path.read_text(encoding="utf-8")
+    if "Licensed to the Apache Software Foundation" not in content:
+        if dry_run:
+            print(
+                f"[dry-run] Would add ASF license header to {po_path}", file=sys.stderr
+            )
+        else:
+            po_path.write_text(_ASF_LICENSE_HEADER + content, encoding="utf-8")
+            print(f"Added ASF license header to {po_path}", file=sys.stderr)
+
+
 def _lang_name(code: str) -> str:
    """Return a human-readable language name for an ISO language code."""
    return LANGUAGE_NAMES.get(code, code)
@@ -510,6 +541,8 @@ def backfill(
    with open(index_path, encoding="utf-8") as f:
        index: dict[str, Any] = json.load(f)

+    _ensure_license_header(po_path, dry_run=dry_run)
+
    print(f"Loading {po_path} …", file=sys.stderr)
    cat = polib.pofile(str(po_path))

--- a/scripts/translations/check_translation_regression.py
+++ b/scripts/translations/check_translation_regression.py
@@ -18,14 +18,31 @@
 """
 Check that source-code changes don't cause translation regressions.

+What counts as a regression
+---------------------------
+A regression is an *existing translation that a source change invalidated* —
+i.e. a string was renamed/reworded so its committed translation no longer
+applies. ``babel_update.sh`` (``pybabel update --ignore-obsolete``) surfaces
+exactly these as **newly fuzzy** entries: the old translation is fuzzy-matched
+onto the new ``msgid`` and flagged ``#, fuzzy``.
+
+Crucially, *deleting* a translatable string is **not** a regression. With
+``--ignore-obsolete`` a removed string is dropped from the catalogs entirely;
+no fuzzy entry is created. So a PR that intentionally removes a string (e.g. a
+security fix that stops rendering a value) legitimately lowers the translated
+count without introducing any fuzzies, and must not be flagged. We therefore
+key the check on the **increase in fuzzy entries**, not on a drop in the
+translated count (a drop happens identically for a benign deletion and a real
+rename, so it cannot distinguish the two).
+
 Usage
 -----
-Count non-fuzzy translated entries in all .po files and write JSON to stdout:
+Count translated + fuzzy entries in all .po files and write JSON to stdout:

    python check_translation_regression.py --count

 Compare the current .po state against a previously-recorded baseline and fail
-if any language lost translations:
+if a source change invalidated existing translations (new fuzzies):

    python check_translation_regression.py --compare /path/to/before.json

@@ -44,13 +61,14 @@ Typical CI workflow
 1. Create a base-branch worktree alongside the PR worktree
 2. Run babel_update.sh in the base worktree (extract from BASE source)
 3. Record baseline:  python ... --count --translations-dir BASE_TREE > before.json
-4. Run babel_update.sh in the PR worktree (extract from PR source) starting
-   from the same pristine BASE translations
+4. Run babel_update.sh in the PR worktree (extract from PR source and keep
+   any committed PR .po updates)
 5. Compare:  python ... --compare before.json [--report report.md]

-Comparing two babel_update outputs that started from the same BASE .po files
-isolates regressions caused by the PR's source diff from any pre-existing
-drift on the base branch.
+Running babel_update on the base branch first isolates regressions caused by
+the PR's source diff from any pre-existing drift on the base branch, while the
+PR worktree run still allows committed .po updates to resolve the fuzzies (and
+thus clear the regression) before merging.
 """

 import argparse
@@ -70,8 +88,13 @@ DEFAULT_TRANSLATIONS_DIR = (
 SKIP_LANGS = {"en"}


-def count_translated(po_file: Path) -> int:
-    """Return the number of non-fuzzy translated messages in a .po file.
+def count_stats(po_file: Path) -> dict[str, int]:
+    """Return ``{"translated": int, "fuzzy": int}`` for a .po file.
+
+    ``translated`` is the number of non-fuzzy translated messages; ``fuzzy`` is
+    the number of fuzzy translations. The fuzzy count is what the regression
+    check keys on — a source rename invalidates an existing translation by
+    making it fuzzy, whereas a deletion simply drops it (``--ignore-obsolete``).

    Raises:
        subprocess.CalledProcessError: if ``msgfmt`` fails (e.g. malformed
@@ -89,29 +112,50 @@ def count_translated(po_file: Path) -> int:
        check=True,
    )
    # stderr: "123 translated messages, 4 fuzzy translations, 56 untranslated messages."
-    match = re.search(r"(\d+) translated message", result.stderr)
-    if not match:
+    # The fuzzy and untranslated clauses are omitted by msgfmt when they are 0.
+    translated_match = re.search(r"(\d+) translated message", result.stderr)
+    if not translated_match:
        raise RuntimeError(
            f"Could not parse msgfmt --statistics output for {po_file}: "
            f"{result.stderr!r}"
        )
-    return int(match.group(1))
+    fuzzy_match = re.search(r"(\d+) fuzzy translation", result.stderr)
+    return {
+        "translated": int(translated_match.group(1)),
+        "fuzzy": int(fuzzy_match.group(1)) if fuzzy_match else 0,
+    }


-def get_counts(translations_dir: Path) -> dict[str, int]:
-    counts: dict[str, int] = {}
+def get_counts(
+    translations_dir: Path,
+    failures: Optional[set[str]] = None,
+) -> dict[str, dict[str, int]]:
+    """Count translated/fuzzy entries for every ``.po`` file in a directory.
+
+    If ``failures`` is provided, the name of each language whose ``.po`` file
+    is present on disk but could not be counted (msgfmt non-zero exit, or
+    unparseable output) is added to it. Such a language is deliberately absent
+    from the returned mapping — but, unlike a language whose catalog was simply
+    deleted, it must not be mistaken for an intentional removal: a caller that
+    cares about the distinction (see :func:`cmd_compare`) can inspect
+    ``failures`` and treat it as a hard error.
+    """
+    counts: dict[str, dict[str, int]] = {}
    for po_file in sorted(translations_dir.glob("*/LC_MESSAGES/messages.po")):
        lang = po_file.parent.parent.name
        if lang in SKIP_LANGS:
            continue
        try:
-            counts[lang] = count_translated(po_file)
+            counts[lang] = count_stats(po_file)
        except (subprocess.CalledProcessError, RuntimeError) as exc:
            # A malformed .po file (msgfmt non-zero exit, or stderr we
            # can't parse) is a real problem worth seeing, but it shouldn't
            # take the whole regression check down with it — that would
-            # hide every other language's status. Skip and warn instead;
-            # the missing lang will not appear in the comparison output.
+            # hide every other language's status. Skip and warn here; the
+            # caller is told which langs failed via ``failures`` so it can
+            # decide whether a present-but-uncountable catalog is fatal.
+            if failures is not None:
+                failures.add(lang)
            print(
                f"WARNING: skipping {lang} — {po_file} could not be counted: {exc}",
                file=sys.stderr,
@@ -119,18 +163,42 @@ def get_counts(translations_dir: Path) -> dict[str, int]:
    return counts


+def _normalize(entry: object) -> dict[str, int]:
+    """Coerce a baseline entry into ``{"translated", "fuzzy"}``.
+
+    Tolerates the legacy baseline format where each language mapped directly to
+    an integer translated count (no fuzzy data); such entries contribute a
+    fuzzy baseline of 0.
+    """
+    if isinstance(entry, dict):
+        return {
+            "translated": int(entry.get("translated", 0)),
+            "fuzzy": int(entry.get("fuzzy", 0)),
+        }
+    if isinstance(entry, int):
+        return {"translated": entry, "fuzzy": 0}
+    raise TypeError(f"Unsupported baseline entry: {entry!r}")
+
+
 def build_regression_report(regressions: list[tuple[str, int, int]]) -> str:
-    """Build a markdown report for posting as a PR comment."""
+    """Build a markdown report for posting as a PR comment.
+
+    Each regression tuple is ``(lang, before_fuzzy, after_fuzzy)``.
+    """
    rows = "\n".join(
-        f"| `{lang}` | {b} | {a} | -{b - a} |" for lang, b, a in regressions
+        f"| `{lang}` | {b} | {a} | +{a - b} |" for lang, b, a in regressions
    )
    affected = ", ".join(f"`{lang}`" for lang, _, _ in regressions)
    return (
        "## ⚠️ Translation Regression Detected\n\n"
-        f"This PR causes existing translations to become fuzzy or be removed "
-        f"in {affected}. Please fix the affected `.po` files before merging.\n\n"
-        "| Language | Before | After | Lost |\n"
-        "|----------|-------:|------:|-----:|\n"
+        f"A source change in this PR renamed or reworded strings, invalidating "
+        f"existing translations (they are now `#, fuzzy`) in {affected}. Please "
+        f"resolve the affected `.po` files before merging.\n\n"
+        "_Note: intentionally **deleting** a translatable string is not a "
+        "regression and is not flagged here — only translations invalidated by "
+        "a renamed/reworded source string are._\n\n"
+        "| Language | Fuzzy before | Fuzzy after | New |\n"
+        "|----------|-------------:|------------:|----:|\n"
        f"{rows}\n\n"
        "### How to fix\n\n"
        "**1. Install dependencies** (if not already set up):\n\n"
@@ -168,26 +236,49 @@ def cmd_compare(
    report_path: Optional[str] = None,
 ) -> None:
    with open(before_path) as f:
-        before: dict[str, int] = json.load(f)
+        before_raw: dict[str, object] = json.load(f)
+    before = {lang: _normalize(entry) for lang, entry in before_raw.items()}

-    after = get_counts(translations_dir)
+    failures: set[str] = set()
+    after = get_counts(translations_dir, failures=failures)

+    # A baseline language whose catalog is *missing* from `after` is fine —
+    # that's an intentional catalog deletion (handled below like any other
+    # deletion). But a language whose .po file is still present yet could not
+    # be counted (msgfmt failed / output unparseable) is a hard error: leaving
+    # it out silently would let a corrupt catalog pass as "no regression".
+    broken = sorted(lang for lang in failures if lang in before)
+    if broken:
+        print("Translation check failed!\n")
+        for lang in broken:
+            print(f"  {lang}: catalog present but could not be counted (msgfmt error)")
+        print(
+            "\nFix the malformed .po file(s) above before merging — a catalog "
+            "that cannot be parsed must not be silently dropped."
+        )
+        sys.exit(1)
+
+    # A regression is an *increase* in fuzzy entries: the PR's source diff
+    # renamed/reworded strings, leaving their committed translations stranded.
+    # A plain drop in the translated count is NOT used — deleting a string
+    # lowers it identically to a rename but is a legitimate change, and with
+    # `pybabel update --ignore-obsolete` a deletion creates no fuzzy entry.
    regressions: list[tuple[str, int, int]] = []
-    for lang, before_count in sorted(before.items()):
-        after_count = after.get(lang, 0)
-        if after_count < before_count:
-            regressions.append((lang, before_count, after_count))
+    for lang, before_stats in sorted(before.items()):
+        after_stats = after.get(lang, {"translated": 0, "fuzzy": 0})
+        if after_stats["fuzzy"] > before_stats["fuzzy"]:
+            regressions.append((lang, before_stats["fuzzy"], after_stats["fuzzy"]))

    if regressions:
        print("Translation regression detected!\n")
        for lang, b, a in regressions:
-            lost = b - a
-            print(f"  {lang}: {b} -> {a}  (-{lost} string(s) became fuzzy or removed)")
+            print(
+                f"  {lang}: {a - b} translation(s) invalidated "
+                f"(fuzzy {b} -> {a}) by a renamed/reworded source string"
+            )
        print(
-            "\nStrings renamed or deleted by this PR invalidated existing translations."
-        )
-        print(
-            "Update the affected .po files to restore the lost entries before merging."
+            "\nResolve the newly-fuzzy entries in the affected .po files "
+            "before merging."
        )
        if report_path:
            Path(report_path).write_text(
@@ -198,15 +289,15 @@ def cmd_compare(
    # All good — print a summary so it's easy to read in CI logs.
    print("No translation regressions.\n")
    for lang in sorted(after):
-        b = before.get(lang, 0)
-        a = after[lang]
-        if a > b:
-            delta = f"+{a - b}"
-        elif a == b:
-            delta = "no change"
-        else:
-            delta = f"-{b - a}"
-        print(f"  {lang}: {b} -> {a}  ({delta})")
+        before_stats = before.get(lang, {"translated": 0, "fuzzy": 0})
+        after_stats = after[lang]
+        t_delta = after_stats["translated"] - before_stats["translated"]
+        f_delta = after_stats["fuzzy"] - before_stats["fuzzy"]
+        print(
+            f"  {lang}: translated {before_stats['translated']} -> "
+            f"{after_stats['translated']} ({t_delta:+d}), fuzzy "
+            f"{before_stats['fuzzy']} -> {after_stats['fuzzy']} ({f_delta:+d})"
+        )


 def main() -> None:
--- a/scripts/uv-pip-compile.sh
+++ b/scripts/uv-pip-compile.sh
@@ -22,15 +22,41 @@ set -e
 # If not already running in Docker, run this script inside Docker
 if [ -z "$RUNNING_IN_DOCKER" ]; then
  # Extract "current" Python version from CI config (single source of truth)
-  PYTHON_VERSION=$(grep -A 1 'if.*"current"' .github/actions/setup-backend/action.yml | grep 'PYTHON_VERSION=' | sed 's/.*PYTHON_VERSION=\([0-9.]*\).*/\1/')
+  PYTHON_VERSION=$(grep -A 1 'if.*"current"' .github/actions/setup-backend/action.yml | grep 'RESOLVED_VERSION=' | sed 's/.*RESOLVED_VERSION="\([0-9.]*\)".*/\1/')
+
+  if [ -z "$PYTHON_VERSION" ]; then
+    echo "Failed to determine Python version from .github/actions/setup-backend/action.yml" >&2
+    exit 1
+  fi

  echo "Running in Docker (Python ${PYTHON_VERSION} on Linux)..."

+  IMAGE="python:${PYTHON_VERSION}-slim"
+
+  # Pre-pull the image with a few retries to absorb transient Docker Hub
+  # registry failures ("context deadline exceeded" / anonymous rate-limit blips
+  # on shared CI runners). Without this a flaky pull fails the whole
+  # check-python-deps job on an infrastructure hiccup rather than a real
+  # dependency drift. The pull is in the `until` condition so `set -e` does not
+  # abort on an individual failed attempt.
+  attempt=1
+  max_attempts=4
+  until docker pull "$IMAGE"; do
+    if [ "$attempt" -ge "$max_attempts" ]; then
+      echo "docker pull $IMAGE failed after ${max_attempts} attempts" >&2
+      exit 1
+    fi
+    delay=$((attempt * 10))
+    echo "docker pull $IMAGE failed (attempt ${attempt}/${max_attempts}); retrying in ${delay}s..." >&2
+    sleep "$delay"
+    attempt=$((attempt + 1))
+  done
+
  docker run --rm \
    -v "$(pwd)":/app \
    -w /app \
    -e RUNNING_IN_DOCKER=1 \
-    python:${PYTHON_VERSION}-slim \
+    "$IMAGE" \
    bash -c "pip install uv && ./scripts/uv-pip-compile.sh $*"

  exit $?
--- a/superset-frontend/.eslintrc.js
+++ b/superset-frontend/.eslintrc.js
@@ -80,7 +80,7 @@ const restrictedImportsRules = {
  'no-jest-mock-console': {
    name: 'jest-mock-console',
    message: 'Please use native Jest spies, i.e. jest.spyOn(console, "warn")',
-  }
+  },
 };

 module.exports = {
--- a/superset-frontend/cypress-base/package-lock.json
+++ b/superset-frontend/cypress-base/package-lock.json
@@ -1717,9 +1717,10 @@
      }
    },
    "node_modules/@cypress/code-coverage/node_modules/js-yaml": {
-      "version": "4.1.0",
-      "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-4.1.0.tgz",
-      "integrity": "sha512-wpxZs9NoxZaJESJGIZTyDEaYpl0FKSA+FB9aJiyemKhMwkxQg63h4T1KJgUGHpTqPDNRcmmYLugrRjJlBtWvRA==",
+      "version": "4.1.1",
+      "resolved": "https://registry.npmjs.org/js-yaml/-/js-yaml-4.1.1.tgz",
+      "integrity": "sha512-qQKT4zQxXl8lLwBtHMWwaTcGfFOZviOJet3Oy/xmGk2gZH677CJM9EvtfdSkgWcATZhj/55JZ0rmy3myCT5lsA==",
+      "license": "MIT",
      "dependencies": {
        "argparse": "^2.0.1"
      },
@@ -1739,9 +1740,10 @@
      }
    },
    "node_modules/@cypress/request": {
-      "version": "2.88.12",
-      "resolved": "https://registry.npmjs.org/@cypress/request/-/request-2.88.12.tgz",
-      "integrity": "sha512-tOn+0mDZxASFM+cuAP9szGUGPI1HwWVSvdzm7V4cCsPdFTx6qMj29CwaQmRAMIEhORIUBFBsYROYJcveK4uOjA==",
+      "version": "3.0.10",
+      "resolved": "https://registry.npmjs.org/@cypress/request/-/request-3.0.10.tgz",
+      "integrity": "sha512-hauBrOdvu08vOsagkZ/Aju5XuiZx6ldsLfByg1htFeldhex+PeMrYauANzFsMJeAA0+dyPLbDoX2OYuvVoLDkQ==",
+      "license": "Apache-2.0",
      "dependencies": {
        "aws-sign2": "~0.7.0",
        "aws4": "^1.8.0",
@@ -1749,16 +1751,16 @@
        "combined-stream": "~1.0.6",
        "extend": "~3.0.2",
        "forever-agent": "~0.6.1",
-        "form-data": "~2.3.2",
-        "http-signature": "~1.3.6",
+        "form-data": "~4.0.4",
+        "http-signature": "~1.4.0",
        "is-typedarray": "~1.0.0",
        "isstream": "~0.1.2",
        "json-stringify-safe": "~5.0.1",
        "mime-types": "~2.1.19",
        "performance-now": "^2.1.0",
-        "qs": "~6.10.3",
+        "qs": "~6.14.1",
        "safe-buffer": "^5.1.2",
-        "tough-cookie": "^4.1.3",
+        "tough-cookie": "^5.0.0",
        "tunnel-agent": "^0.6.0",
        "uuid": "^8.3.2"
      },
@@ -1766,14 +1768,6 @@
        "node": ">= 6"
      }
    },
-    "node_modules/@cypress/request/node_modules/uuid": {
-      "version": "8.3.2",
-      "resolved": "https://registry.npmjs.org/uuid/-/uuid-8.3.2.tgz",
-      "integrity": "sha512-+NYs2QeMWy+GWFOEm9xnn6HCDp0l7QBD7ml8zLUmJ+93Q5NF0NocErnwkTkXVFNiX3/fpC6afS8Dhb/gz7R7eg==",
-      "bin": {
-        "uuid": "dist/bin/uuid"
-      }
-    },
    "node_modules/@cypress/webpack-preprocessor": {
      "version": "5.17.0",
      "resolved": "https://registry.npmjs.org/@cypress/webpack-preprocessor/-/webpack-preprocessor-5.17.0.tgz",
@@ -2956,6 +2950,7 @@
      "version": "0.2.6",
      "resolved": "https://registry.npmjs.org/asn1/-/asn1-0.2.6.tgz",
      "integrity": "sha512-ix/FxPn0MDjeyJ7i/yoHGFt/EX6LyNbxSEhPPXODPL+KB0VPk86UYfL0lMdy+KCnv+fmvIzySwaK5COwqVbWTQ==",
+      "license": "MIT",
      "dependencies": {
        "safer-buffer": "~2.1.0"
      }
@@ -2964,6 +2959,7 @@
      "version": "1.0.0",
      "resolved": "https://registry.npmjs.org/assert-plus/-/assert-plus-1.0.0.tgz",
      "integrity": "sha512-NfJ4UzBCcQGLDlQq7nHxH+tv3kyZ0hHQqF5BO6J7tNJeP5do1llPr8dZ8zHonfhAu0PHAdMkSo+8o0wxg9lZWw==",
+      "license": "MIT",
      "engines": {
        "node": ">=0.8"
      }
@@ -3128,6 +3124,7 @@
      "version": "1.0.2",
      "resolved": "https://registry.npmjs.org/bcrypt-pbkdf/-/bcrypt-pbkdf-1.0.2.tgz",
      "integrity": "sha512-qeFIXtP4MSoi6NLqO12WfqARWWuCKi2Rn/9hJLEmtB5yTNr9DqFWkJRCf2qShWzPeAMRnOgCrq0sg/KLv5ES9w==",
+      "license": "BSD-3-Clause",
      "dependencies": {
        "tweetnacl": "^0.14.3"
      }
@@ -3235,18 +3232,6 @@
        "node": ">=8"
      }
    },
-    "node_modules/call-bind": {
-      "version": "1.0.2",
-      "resolved": "https://registry.npmjs.org/call-bind/-/call-bind-1.0.2.tgz",
-      "integrity": "sha512-7O+FbCihrB5WGbFYesctwmTKae6rOiIzmz1icreWJ+0aA7LJfuqhEso2T9ncpcFtzMQtzXf2QGGueWJGTYsqrA==",
-      "dependencies": {
-        "function-bind": "^1.1.1",
-        "get-intrinsic": "^1.0.2"
-      },
-      "funding": {
-        "url": "https://github.com/sponsors/ljharb"
-      }
-    },
    "node_modules/call-bind-apply-helpers": {
      "version": "1.0.2",
      "resolved": "https://registry.npmjs.org/call-bind-apply-helpers/-/call-bind-apply-helpers-1.0.2.tgz",
@@ -3260,6 +3245,22 @@
        "node": ">= 0.4"
      }
    },
+    "node_modules/call-bound": {
+      "version": "1.0.4",
+      "resolved": "https://registry.npmjs.org/call-bound/-/call-bound-1.0.4.tgz",
+      "integrity": "sha512-+ys997U96po4Kx/ABpBCqhA9EuxJaQWDQg7295H4hBphv3IZg0boBKuwYpt4YXp6MZ5AmZQnU/tyMTlRpaSejg==",
+      "license": "MIT",
+      "dependencies": {
+        "call-bind-apply-helpers": "^1.0.2",
+        "get-intrinsic": "^1.3.0"
+      },
+      "engines": {
+        "node": ">= 0.4"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/ljharb"
+      }
+    },
    "node_modules/callsites": {
      "version": "3.1.0",
      "resolved": "https://registry.npmjs.org/callsites/-/callsites-3.1.0.tgz",
@@ -3554,7 +3555,8 @@
    "node_modules/core-util-is": {
      "version": "1.0.2",
      "resolved": "https://registry.npmjs.org/core-util-is/-/core-util-is-1.0.2.tgz",
-      "integrity": "sha1-tf1UIgqivFq1eqtxQMlAdUUDwac="
+      "integrity": "sha512-3lqz5YjWTYnW6dlDa5TLaTCcShfar1e40rmcJVwCBJC6mWlFuj0eCHIElmG1g5kyuJ/GD+8Wn4FFCcz4gJPfaQ==",
+      "license": "MIT"
    },
    "node_modules/cosmiconfig": {
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-      "version": "1.5.10",
-      "resolved": "https://registry.npmjs.org/url-parse/-/url-parse-1.5.10.tgz",
-      "integrity": "sha512-WypcfiRhfeUP9vvF0j6rw0J3hrWrw6iZv3+22h6iRMJ/8z1Tj6XfLP4DsUix5MhMPnXpiHDoKyoZ/bdCkwBCiQ==",
-      "requires": {
-        "querystringify": "^2.1.1",
-        "requires-port": "^1.0.0"
-      }
-    },
    "uuid": {
-      "version": "3.4.0",
-      "resolved": "https://registry.npmjs.org/uuid/-/uuid-3.4.0.tgz",
-      "integrity": "sha512-HjSDRw6gZE5JMggctHBcjVak08+KEVhSIiDzFnT9S9aegmp85S/bReBVTb4QTFaRNptJ9kuYaNhnbNEOkbKb/A=="
+      "version": "11.1.1",
+      "resolved": "https://registry.npmjs.org/uuid/-/uuid-11.1.1.tgz",
+      "integrity": "sha512-vIYxrBCC/N/K+Js3qSN88go7kIfNPssr/hHCesKCQNAjmgvYS2oqr69kIufEG+O4+PfezOH4EbIeHCfFov8ZgQ=="
    },
    "uvu": {
      "version": "0.5.6",
--- a/superset-frontend/cypress-base/package.json
+++ b/superset-frontend/cypress-base/package.json
@@ -36,6 +36,12 @@
  "overrides": {
    "cypress": {
      "form-data": "^2.3.4"
+    },
+    "qs": "^6.14.2",
+    "uuid": "^11.1.1",
+    "@cypress/request": "^3.0.0",
+    "@cypress/code-coverage": {
+      "js-yaml": "4.1.1"
    }
  }
 }
--- a/superset-frontend/package-lock.json
+++ b/superset-frontend/package-lock.json
--- a/superset-frontend/package.json
+++ b/superset-frontend/package.json
@@ -98,6 +98,7 @@
  ],
  "dependencies": {
    "@apache-superset/core": "file:packages/superset-core",
+    "@braintree/sanitize-url": "^7.1.2",
    "@deck.gl/aggregation-layers": "~9.2.5",
    "@deck.gl/core": "~9.2.5",
    "@deck.gl/extensions": "~9.2.5",
@@ -204,7 +205,7 @@
    "query-string": "9.3.1",
    "re-resizable": "^6.11.2",
    "react": "^18.2.0",
-    "react-arborist": "^3.7.0",
+    "react-arborist": "^3.8.0",
    "react-checkbox-tree": "^1.8.0",
    "react-diff-viewer-continued": "^4.2.2",
    "react-dnd": "^11.1.3",
@@ -243,22 +244,22 @@
    "yargs": "^18.0.0"
  },
  "devDependencies": {
-    "@babel/cli": "^7.28.6",
+    "@babel/cli": "^7.29.7",
    "@babel/compat-data": "^7.28.4",
    "@babel/core": "^7.29.0",
-    "@babel/eslint-parser": "^7.28.6",
+    "@babel/eslint-parser": "^7.29.7",
    "@babel/node": "^7.29.0",
    "@babel/plugin-syntax-dynamic-import": "^7.8.3",
-    "@babel/plugin-transform-export-namespace-from": "^7.27.1",
-    "@babel/plugin-transform-modules-commonjs": "^7.28.6",
-    "@babel/plugin-transform-runtime": "^7.29.0",
-    "@babel/preset-env": "^7.29.5",
-    "@babel/preset-react": "^7.28.5",
-    "@babel/preset-typescript": "^7.28.5",
+    "@babel/plugin-transform-export-namespace-from": "^7.29.7",
+    "@babel/plugin-transform-modules-commonjs": "^7.29.7",
+    "@babel/plugin-transform-runtime": "^7.29.7",
+    "@babel/preset-env": "^7.29.7",
+    "@babel/preset-react": "^7.29.7",
+    "@babel/preset-typescript": "^7.29.7",
    "@babel/register": "^7.29.3",
    "@babel/runtime": "^7.29.2",
    "@babel/runtime-corejs3": "^7.29.2",
-    "@babel/types": "^7.28.6",
+    "@babel/types": "^7.29.7",
    "@emotion/babel-plugin": "^11.13.5",
    "@emotion/jest": "^11.14.2",
    "@istanbuljs/nyc-config-typescript": "^1.0.1",
@@ -277,7 +278,7 @@
    "@storybook/test": "^8.6.18",
    "@storybook/test-runner": "^0.17.0",
    "@svgr/webpack": "^8.1.0",
-    "@swc/core": "^1.15.33",
+    "@swc/core": "^1.15.40",
    "@swc/plugin-emotion": "^14.10.0",
    "@swc/plugin-transform-imports": "^12.5.0",
    "@testing-library/dom": "^9.3.4",
@@ -305,14 +306,14 @@
    "@types/rison": "0.1.0",
    "@types/tinycolor2": "^1.4.3",
    "@types/unzipper": "^0.10.11",
-    "@typescript-eslint/eslint-plugin": "^8.59.4",
+    "@typescript-eslint/eslint-plugin": "^8.60.0",
    "@typescript-eslint/parser": "^8.59.4",
    "babel-jest": "^30.4.1",
    "babel-loader": "^10.1.1",
    "babel-plugin-dynamic-import-node": "^2.3.3",
    "babel-plugin-jsx-remove-data-test-id": "^3.0.0",
    "babel-plugin-lodash": "^3.3.4",
-    "baseline-browser-mapping": "^2.10.31",
+    "baseline-browser-mapping": "^2.10.32",
    "cheerio": "1.2.0",
    "concurrently": "^9.2.1",
    "copy-webpack-plugin": "^14.0.0",
@@ -332,7 +333,7 @@
    "eslint-plugin-no-only-tests": "^3.4.0",
    "eslint-plugin-prettier": "^5.5.5",
    "eslint-plugin-react-prefer-function-component": "^5.0.0",
-    "eslint-plugin-react-you-might-not-need-an-effect": "^0.10.1",
+    "eslint-plugin-react-you-might-not-need-an-effect": "^0.10.2",
    "eslint-plugin-storybook": "^0.8.0",
    "eslint-plugin-testing-library": "^7.16.2",
    "eslint-plugin-theme-colors": "file:eslint-rules/eslint-plugin-theme-colors",
@@ -379,7 +380,7 @@
    "webpack-cli": "^6.0.1",
    "webpack-dev-server": "^5.2.4",
    "webpack-manifest-plugin": "^5.0.1",
-    "webpack-sources": "^3.4.1",
+    "webpack-sources": "^3.5.0",
    "webpack-visualizer-plugin2": "^2.0.0"
  },
  "peerDependencies": {
@@ -394,6 +395,7 @@
    "npm": "^10.8.1"
  },
  "overrides": {
+    "uuid": "$uuid",
    "core-js": "^3.38.1",
    "puppeteer": "^22.4.1",
    "remark-gfm": "^3.0.1",
--- a/superset-frontend/packages/generator-superset/package.json
+++ b/superset-frontend/packages/generator-superset/package.json
@@ -30,7 +30,7 @@
  "dependencies": {
    "chalk": "^5.6.2",
    "lodash-es": "^4.18.1",
-    "yeoman-generator": "^8.1.2",
+    "yeoman-generator": "^8.2.2",
    "yosay": "^3.0.0"
  },
  "devDependencies": {
--- a/superset-frontend/packages/superset-core/package.json
+++ b/superset-frontend/packages/superset-core/package.json
@@ -73,11 +73,11 @@
  "author": "Apache Software Foundation",
  "license": "Apache-2.0",
  "devDependencies": {
-    "@babel/cli": "^7.28.6",
+    "@babel/cli": "^7.29.7",
    "@babel/core": "^7.29.0",
-    "@babel/preset-env": "^7.29.5",
-    "@babel/preset-react": "^7.28.5",
-    "@babel/preset-typescript": "^7.28.5",
+    "@babel/preset-env": "^7.29.7",
+    "@babel/preset-react": "^7.29.7",
+    "@babel/preset-typescript": "^7.29.7",
    "typescript": "^5.0.0",
    "@emotion/styled": "^11.14.1",
    "@types/lodash": "^4.17.24",
--- a/superset-frontend/packages/superset-core/src/theme/GlobalStyles.tsx
+++ b/superset-frontend/packages/superset-core/src/theme/GlobalStyles.tsx
@@ -115,6 +115,21 @@ export const GlobalStyles = () => {
          display: flex;
          margin-top: ${theme.marginXS}px;
        }
+
+        .superset-explore-popover.ant-popover
+          .ant-popover-inner:has(.ant-popover-title) {
+          padding-top: 0;
+        }
+        .superset-explore-popover.ant-popover .ant-popover-title {
+          padding-top: ${theme.paddingXS}px;
+          margin-bottom: ${theme.paddingSM}px;
+          line-height: 1;
+        }
+        .superset-explore-popover.ant-popover
+          .ant-popover-inner:has(.ant-popover-title)
+          .ant-tabs-tab {
+          padding-top: 0;
+        }
      `}
    />
  );
--- a/superset-frontend/packages/superset-ui-chart-controls/src/operators/boxplotOperator.ts
+++ b/superset-frontend/packages/superset-ui-chart-controls/src/operators/boxplotOperator.ts
@@ -25,7 +25,7 @@ import {
 } from '@superset-ui/core';
 import { PostProcessingFactory } from './types';

-const PERCENTILE_REGEX = /(\d+)\/(\d+) percentiles/;
+const PERCENTILE_REGEX = /(\d{1,3})\/(\d{1,3}) percentiles/;

 export const boxplotOperator: PostProcessingFactory<PostProcessingBoxplot> = (
  formData,
--- a/superset-frontend/packages/superset-ui-core/package.json
+++ b/superset-frontend/packages/superset-ui-core/package.json
@@ -26,7 +26,8 @@
  "dependencies": {
    "@ant-design/icons": "^6.2.3",
    "@apache-superset/core": "*",
-    "@babel/runtime": "^7.29.2",
+    "@babel/runtime": "^7.29.7",
+    "@braintree/sanitize-url": "^7.1.2",
    "@types/json-bigint": "^1.0.4",
    "@visx/responsive": "^3.12.0",
    "ace-builds": "^1.44.0",
--- a/superset-frontend/packages/superset-ui-core/src/components/ListViewCard/index.tsx
+++ b/superset-frontend/packages/superset-ui-core/src/components/ListViewCard/index.tsx
@@ -16,6 +16,7 @@
 * specific language governing permissions and limitations
 * under the License.
 */
+import { sanitizeUrl } from '@braintree/sanitize-url';
 import { FC } from 'react';
 import { styled, useTheme, css } from '@apache-superset/core/theme';
 import { Skeleton } from '../Skeleton';
@@ -140,7 +141,7 @@ const ThinSkeleton = styled(Skeleton)`
 const paragraphConfig = { rows: 1, width: 150 };

 const AnchorLink: FC<LinkProps> = ({ to, children }) => (
-  <a href={to}>{children}</a>
+  <a href={to !== undefined ? sanitizeUrl(to) : undefined}>{children}</a>
 );

 function ListViewCard({
--- a/superset-frontend/packages/superset-ui-core/src/connection/SupersetClientClass.ts
+++ b/superset-frontend/packages/superset-ui-core/src/connection/SupersetClientClass.ts
@@ -16,6 +16,7 @@
 * specific language governing permissions and limitations
 * under the License.
 */
+import { sanitizeUrl } from '@braintree/sanitize-url';
 import callApiAndParseWithTimeout from './callApi/callApiAndParseWithTimeout';
 import {
  ClientConfig,
@@ -123,7 +124,7 @@ export default class SupersetClientClass {
    if (endpoint) {
      await this.ensureAuth();
      const hiddenForm = document.createElement('form');
-      hiddenForm.action = this.getUrl({ endpoint });
+      hiddenForm.action = sanitizeUrl(this.getUrl({ endpoint }));
      hiddenForm.method = 'POST';
      hiddenForm.target = target;
      const payloadWithToken: Record<string, any> = {
--- a/superset-frontend/packages/superset-ui-core/src/utils/html.test.tsx
+++ b/superset-frontend/packages/superset-ui-core/src/utils/html.test.tsx
@@ -33,6 +33,35 @@ describe('sanitizeHtml', () => {
    const sanitizedString = sanitizeHtml(htmlString);
    expect(sanitizedString).not.toContain('script');
  });
+
+  test('should preserve allowed presentational CSS properties', () => {
+    const htmlString =
+      '<div style="color: red; background-color: blue; font-size: 12px; text-align: center">x</div>';
+    const sanitizedString = sanitizeHtml(htmlString);
+    expect(sanitizedString).toContain('color:red');
+    expect(sanitizedString).toContain('background-color:blue');
+    expect(sanitizedString).toContain('font-size:12px');
+    expect(sanitizedString).toContain('text-align:center');
+  });
+
+  test('should strip layout and positioning CSS properties', () => {
+    const htmlString =
+      '<div style="color: red; position: fixed; z-index: 9999; width: 100%; height: 100%">x</div>';
+    const sanitizedString = sanitizeHtml(htmlString);
+    expect(sanitizedString).toContain('color:red');
+    expect(sanitizedString).not.toContain('position');
+    expect(sanitizedString).not.toContain('z-index');
+    expect(sanitizedString).not.toContain('width');
+    expect(sanitizedString).not.toContain('height');
+  });
+
+  test('should strip unsafe CSS property values', () => {
+    const htmlString =
+      '<div style="background-color: url(javascript:alert(1)); color: blue">x</div>';
+    const sanitizedString = sanitizeHtml(htmlString);
+    expect(sanitizedString).not.toContain('javascript');
+    expect(sanitizedString).not.toContain('url(');
+  });
 });

 describe('isProbablyHTML', () => {
--- a/superset-frontend/packages/superset-ui-core/src/utils/html.tsx
+++ b/superset-frontend/packages/superset-ui-core/src/utils/html.tsx
@@ -19,6 +19,50 @@
 import { FilterXSS, getDefaultWhiteList } from 'xss';
 import { DataRecordValue } from '../types';

+// Restrict inline `style` attributes to a small set of presentational CSS
+// properties. Overlay/positioning properties (e.g. position, z-index, top,
+// left, transform) and sizing properties that could cover the page (e.g.
+// width, height) are intentionally excluded so that sanitized markup cannot
+// escape its container to overlay or obscure the surrounding page. The
+// allowlisted spacing/border properties (margin, padding, border) can still
+// affect layout within the container, which is acceptable. The `xss` library
+// also validates property values against this allowlist, stripping unsupported
+// constructs such as url()/expression().
+const allowedCssProperties = {
+  color: true,
+  'background-color': true,
+  'text-align': true,
+  'text-decoration': true,
+  'font-family': true,
+  'font-size': true,
+  'font-style': true,
+  'font-weight': true,
+  'line-height': true,
+  'letter-spacing': true,
+  'white-space': true,
+  padding: true,
+  'padding-top': true,
+  'padding-right': true,
+  'padding-bottom': true,
+  'padding-left': true,
+  margin: true,
+  'margin-top': true,
+  'margin-right': true,
+  'margin-bottom': true,
+  'margin-left': true,
+  border: true,
+  'border-color': true,
+  'border-style': true,
+  'border-width': true,
+  'border-radius': true,
+  'vertical-align': true,
+  // Needed by ECharts tooltips for row transparency and text truncation.
+  opacity: true,
+  'max-width': true,
+  overflow: true,
+  'text-overflow': true,
+};
+
 const xssFilter = new FilterXSS({
  whiteList: {
    ...getDefaultWhiteList(),
@@ -45,7 +89,7 @@ const xssFilter = new FilterXSS({
    tfoot: ['align', 'valign', 'style'],
  },
  stripIgnoreTag: true,
-  css: false,
+  css: { whiteList: allowedCssProperties },
 });

 export function sanitizeHtml(htmlString: string) {
--- a/superset-frontend/packages/superset-ui-core/test/utils/tooltip.test.ts
+++ b/superset-frontend/packages/superset-ui-core/test/utils/tooltip.test.ts
@@ -161,10 +161,13 @@ test('should preserve table styling after sanitization (fixes ECharts tooltip fo
    </table>
  `;

+  // The `xss` CSS filter normalizes declarations, dropping the space after
+  // each colon (e.g. `opacity: 0.8;` becomes `opacity:0.8;`) while preserving
+  // the property/value pairs themselves.
  const sanitized = sanitizeHtml(tableWithStyles);
-  expect(sanitized).toContain('style="opacity: 0.8;"');
-  expect(sanitized).toContain('style="text-align: left; padding-left: 0px;"');
-  expect(sanitized).toContain('style="text-align: right; padding-left: 16px;"');
+  expect(sanitized).toContain('style="opacity:0.8;"');
+  expect(sanitized).toContain('style="text-align:left; padding-left:0px;"');
+  expect(sanitized).toContain('style="text-align:right; padding-left:16px;"');

  const data = [
    ['Metric', 'Value'],
@@ -172,10 +175,10 @@ test('should preserve table styling after sanitization (fixes ECharts tooltip fo
  ];
  const html = tooltipHtml(data, 'Test Tooltip');

-  expect(html).toContain('style="opacity: 0.8;"');
-  expect(html).toContain('text-align: left');
-  expect(html).toContain('text-align: right');
-  expect(html).toContain('padding-left: 0px');
-  expect(html).toContain('padding-left: 16px');
-  expect(html).toContain('max-width: 300px');
+  expect(html).toContain('style="opacity:0.8;"');
+  expect(html).toContain('text-align:left');
+  expect(html).toContain('text-align:right');
+  expect(html).toContain('padding-left:0px');
+  expect(html).toContain('padding-left:16px');
+  expect(html).toContain('max-width:300px');
 });
--- a/superset-frontend/playwright.config.ts
+++ b/superset-frontend/playwright.config.ts
@@ -95,6 +95,7 @@ export default defineConfig({
      testIgnore: [
        '**/tests/auth/**/*.spec.ts',
        '**/tests/sqllab/**/*.spec.ts',
+        '**/tests/embedded/**/*.spec.ts',
        ...(process.env.INCLUDE_EXPERIMENTAL ? [] : ['**/experimental/**']),
      ],
      use: {
@@ -132,6 +133,29 @@ export default defineConfig({
        // No storageState = clean browser with no cached cookies
      },
    },
+    // Strict 'true' check: non-empty strings like 'false' or '0' would
+    // otherwise enable the embedded project, matching the env-parsing
+    // convention used in docker/pythonpath_dev/superset_config_docker_light.py.
+    ...(process.env.INCLUDE_EMBEDDED?.toLowerCase() === 'true'
+      ? [
+          {
+            // Embedded dashboard tests - validates the full embedding flow:
+            // external app -> SDK -> iframe -> guest token -> dashboard render.
+            // Each spec file mutates per-dashboard embedding state (UUID,
+            // allowed_domains) on a single shared Superset, so files must not
+            // run in parallel even if more are added later.
+            name: 'chromium-embedded',
+            testMatch: '**/tests/embedded/**/*.spec.ts',
+            fullyParallel: false,
+            use: {
+              browserName: 'chromium' as const,
+              testIdAttribute: 'data-test',
+              // Uses admin auth for API calls to configure embedding and get guest tokens
+              storageState: 'playwright/.auth/user.json',
+            },
+          },
+        ]
+      : []),
  ],

  // Web server setup - disabled in CI (Flask started separately in workflow)
--- a/superset-frontend/playwright/components/core/EditableTabs.ts
+++ b/superset-frontend/playwright/components/core/EditableTabs.ts
@@ -32,9 +32,25 @@ import { Tabs } from './Tabs';
 export class EditableTabs extends Tabs {
  /**
   * Clicks the add-tab button rendered by antd in editable-card mode.
+   *
+   * When the tab strip overflows, antd renders two `Add tab` buttons:
+   * one hidden inside `.ant-tabs-nav-list` (visibility: hidden) and one
+   * visible inside `.ant-tabs-nav-operations`. Scope the click to the
+   * visible operations container so we never match the hidden inline copy.
   */
  async addTab(): Promise<void> {
-    await this.element.getByRole('button', { name: 'Add tab' }).click();
+    const operationsButton = this.element
+      .locator('.ant-tabs-nav-operations')
+      .getByRole('button', { name: 'Add tab' });
+    if ((await operationsButton.count()) > 0) {
+      await operationsButton.click();
+      return;
+    }
+    // No overflow yet — the inline nav-list button is the only one rendered.
+    await this.element
+      .locator('.ant-tabs-nav-list')
+      .getByRole('button', { name: 'Add tab' })
+      .click();
  }

  /**
--- a/superset-frontend/playwright/components/modals/EditDatasetModal.ts
+++ b/superset-frontend/playwright/components/modals/EditDatasetModal.ts
@@ -32,6 +32,10 @@ export class EditDatasetModal extends Modal {
    UNLOCK_ICON: '[data-test="unlock"]',
  };

+  // FAST_DEBOUNCE in @superset-ui/core is 250 ms; pad slightly so the
+  // debounced onChange has reliably flushed before we click Save.
+  private static readonly TEXT_CONTROL_DEBOUNCE_FLUSH_MS = 350;
+
  private readonly tabs: Tabs;
  private readonly specificLocator: Locator;

@@ -94,6 +98,7 @@ export class EditDatasetModal extends Modal {
   */
  async fillName(name: string): Promise<void> {
    await this.nameInput.fill(name);
+    await this.waitForTextControlDebounce();
  }

  /**
@@ -188,5 +193,17 @@ export class EditDatasetModal extends Modal {
    await dateFormatInput.element.waitFor({ state: 'visible' });
    await dateFormatInput.clear();
    await dateFormatInput.fill(format);
+    await this.waitForTextControlDebounce();
+  }
+
+  /**
+   * TextControl debounces its onChange by FAST_DEBOUNCE (250 ms) before
+   * propagating the value to the parent form. Wait past that window so a
+   * subsequent Save click captures the new value rather than the stale state.
+   */
+  private async waitForTextControlDebounce(): Promise<void> {
+    await this.page.waitForTimeout(
+      EditDatasetModal.TEXT_CONTROL_DEBOUNCE_FLUSH_MS,
+    );
  }
 }
--- a/superset-frontend/playwright/embedded-app/index.html
+++ b/superset-frontend/playwright/embedded-app/index.html
@@ -0,0 +1,95 @@
+<!--
+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.
+-->
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8" />
+  <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+  <title>Embedded Dashboard Test App</title>
+  <style>
+    html, body { margin: 0; padding: 0; height: 100%; }
+    #superset-container { width: 100%; height: 100vh; }
+    #superset-container iframe { width: 100%; height: 100%; border: none; }
+    #error { color: red; padding: 20px; display: none; }
+    #status { padding: 10px; font-family: monospace; font-size: 12px; }
+  </style>
+</head>
+<body>
+  <div id="status">Initializing embedded dashboard...</div>
+  <div id="error"></div>
+  <div id="superset-container" data-test="embedded-container"></div>
+
+  <script src="/sdk/index.js"></script>
+  <script>
+    (async function () {
+      const params = new URLSearchParams(window.location.search);
+      const uuid = params.get('uuid');
+      const supersetDomain = params.get('supersetDomain');
+
+      if (!uuid || !supersetDomain) {
+        document.getElementById('error').style.display = 'block';
+        document.getElementById('error').textContent =
+          'Missing required query params: uuid, supersetDomain';
+        return;
+      }
+
+      const statusEl = document.getElementById('status');
+
+      // fetchGuestToken is injected by Playwright via page.exposeFunction()
+      async function fetchGuestToken() {
+        if (typeof window.__fetchGuestToken !== 'function') {
+          throw new Error('No guest token source available');
+        }
+        statusEl.textContent = 'Fetching guest token...';
+        const token = await window.__fetchGuestToken();
+        statusEl.textContent = 'Guest token received, loading dashboard...';
+        return token;
+      }
+
+      try {
+        // Parse optional UI config from query params
+        const uiConfig = {};
+        if (params.get('hideTitle') === 'true') uiConfig.hideTitle = true;
+        if (params.get('hideTab') === 'true') uiConfig.hideTab = true;
+        if (params.get('hideChartControls') === 'true') uiConfig.hideChartControls = true;
+
+        const dashboard = await supersetEmbeddedSdk.embedDashboard({
+          id: uuid,
+          supersetDomain: supersetDomain,
+          mountPoint: document.getElementById('superset-container'),
+          fetchGuestToken: fetchGuestToken,
+          dashboardUiConfig: Object.keys(uiConfig).length > 0 ? uiConfig : undefined,
+          debug: params.get('debug') === 'true',
+        });
+
+        statusEl.textContent = 'Dashboard embedded successfully';
+        // Expose dashboard API on window for Playwright assertions
+        window.__embeddedDashboard = dashboard;
+      } catch (err) {
+        // Browser exceptions can be strings, DOMExceptions, or arbitrary
+        // thrown values; only Error instances reliably expose `.message`.
+        const message = err instanceof Error ? err.message : String(err);
+        document.getElementById('error').style.display = 'block';
+        document.getElementById('error').textContent = 'Embed failed: ' + message;
+        statusEl.textContent = 'Error';
+      }
+    })();
+  </script>
+</body>
+</html>
--- a/superset-frontend/playwright/helpers/api/dashboard.ts
+++ b/superset-frontend/playwright/helpers/api/dashboard.ts
@@ -132,26 +132,14 @@ export interface DashboardResult {
  published?: boolean;
 }

-/**
- * Get a dashboard by its title
- * @param page - Playwright page instance (provides authentication context)
- * @param title - The dashboard_title to search for
- * @returns Dashboard object if found, null if not found
- */
-export async function getDashboardByName(
+async function getDashboardByFilter(
  page: Page,
-  title: string,
+  col: 'dashboard_title' | 'slug',
+  value: string,
 ): Promise<DashboardResult | null> {
-  const filter = {
-    filters: [
-      {
-        col: 'dashboard_title',
-        opr: 'eq',
-        value: title,
-      },
-    ],
-  };
-  const queryParam = rison.encode(filter);
+  const queryParam = rison.encode({
+    filters: [{ col, opr: 'eq', value }],
+  });
  const response = await apiGet(
    page,
    `${ENDPOINTS.DASHBOARD}?q=${queryParam}`,
@@ -169,3 +157,29 @@ export async function getDashboardByName(

  return null;
 }
+
+/**
+ * Get a dashboard by its title
+ * @param page - Playwright page instance (provides authentication context)
+ * @param title - The dashboard_title to search for
+ * @returns Dashboard object if found, null if not found
+ */
+export async function getDashboardByName(
+  page: Page,
+  title: string,
+): Promise<DashboardResult | null> {
+  return getDashboardByFilter(page, 'dashboard_title', title);
+}
+
+/**
+ * Get a dashboard by its slug
+ * @param page - Playwright page instance (provides authentication context)
+ * @param slug - The slug to search for
+ * @returns Dashboard object if found, null if not found
+ */
+export async function getDashboardBySlug(
+  page: Page,
+  slug: string,
+): Promise<DashboardResult | null> {
+  return getDashboardByFilter(page, 'slug', slug);
+}
--- a/superset-frontend/playwright/helpers/api/embedded.ts
+++ b/superset-frontend/playwright/helpers/api/embedded.ts
@@ -0,0 +1,133 @@
+/**
+ * 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.
+ */
+
+import { Page } from '@playwright/test';
+import { apiPost, apiPut } from './requests';
+import { ENDPOINTS as DASHBOARD_ENDPOINTS } from './dashboard';
+
+export const ENDPOINTS = {
+  SECURITY_LOGIN: 'api/v1/security/login',
+  GUEST_TOKEN: 'api/v1/security/guest_token/',
+} as const;
+
+export interface EmbeddedConfig {
+  uuid: string;
+  allowed_domains: string[];
+  dashboard_id: string;
+}
+
+/**
+ * Enable embedding on a dashboard and return the embedded UUID.
+ * Uses PUT (upsert) to preserve UUID across repeated calls.
+ * @param page - Playwright page instance (provides authentication context)
+ * @param dashboardIdOrSlug - Numeric dashboard id or slug
+ * @param allowedDomains - Domains allowed to embed; empty array allows all
+ * @returns Embedded config with UUID, allowed_domains, and dashboard_id
+ */
+export async function apiEnableEmbedding(
+  page: Page,
+  dashboardIdOrSlug: number | string,
+  allowedDomains: string[] = [],
+): Promise<EmbeddedConfig> {
+  const response = await apiPut(
+    page,
+    `${DASHBOARD_ENDPOINTS.DASHBOARD}${dashboardIdOrSlug}/embedded`,
+    { allowed_domains: allowedDomains },
+  );
+  const body = await response.json();
+  return body.result as EmbeddedConfig;
+}
+
+/**
+ * Login as admin and return the JWT access token used by the guest_token
+ * endpoint. Cache the result at suite level (`beforeAll`) and pass it into
+ * `getGuestToken` to avoid a fresh login on every test.
+ *
+ * Defaults match `playwright/global-setup.ts` so credentials come from one
+ * source (env vars). Overrides via `options` win.
+ */
+export async function getAccessToken(
+  page: Page,
+  options?: { username?: string; password?: string },
+): Promise<string> {
+  const username =
+    options?.username ?? process.env.PLAYWRIGHT_ADMIN_USERNAME ?? 'admin';
+  const password =
+    options?.password ?? process.env.PLAYWRIGHT_ADMIN_PASSWORD ?? 'general';
+  const loginResponse = await apiPost(
+    page,
+    ENDPOINTS.SECURITY_LOGIN,
+    {
+      username,
+      password,
+      provider: 'db',
+      refresh: true,
+    },
+    { allowMissingCsrf: true },
+  );
+  const loginBody = await loginResponse.json();
+  return loginBody.access_token;
+}
+
+/**
+ * Get a guest token for an embedded dashboard.
+ * If `accessToken` is provided, the login round-trip is skipped — preferred
+ * for tests that fetch many tokens from a single suite.
+ * @returns Signed guest token string
+ */
+export async function getGuestToken(
+  page: Page,
+  dashboardId: number | string,
+  options?: {
+    accessToken?: string;
+    username?: string;
+    password?: string;
+    rls?: Array<{ dataset: number; clause: string }>;
+  },
+): Promise<string> {
+  const accessToken =
+    options?.accessToken ??
+    (await getAccessToken(page, {
+      username: options?.username,
+      password: options?.password,
+    }));
+  const rls = options?.rls ?? [];
+
+  // The guest_token endpoint authenticates via JWT Bearer, but `page.request`
+  // inherits the session cookie from storageState, so Flask-WTF still requires
+  // a matching X-CSRFToken (plus a same-origin Referer). Route through
+  // `apiPost` so CSRF + Referer headers are built consistently with every
+  // other mutation helper; only the Authorization header is added here.
+  const guestResponse = await apiPost(
+    page,
+    ENDPOINTS.GUEST_TOKEN,
+    {
+      user: {
+        username: 'embedded_test_user',
+        first_name: 'Embedded',
+        last_name: 'TestUser',
+      },
+      resources: [{ type: 'dashboard', id: String(dashboardId) }],
+      rls,
+    },
+    { headers: { Authorization: `Bearer ${accessToken}` } },
+  );
+  const guestBody = await guestResponse.json();
+  return guestBody.token;
+}
--- a/superset-frontend/playwright/helpers/api/requests.ts
+++ b/superset-frontend/playwright/helpers/api/requests.ts
@@ -26,6 +26,40 @@ export interface ApiRequestOptions {
  allowMissingCsrf?: boolean;
 }

+/**
+ * Werkzeug (Flask's dev server, used in CI) periodically drops connections
+ * mid-request under concurrent load — surfacing as `socket hang up`,
+ * `ECONNRESET`, or `ERR_EMPTY_RESPONSE`. These are transport-layer
+ * failures, not application errors, so retrying is safe.
+ *
+ * The matcher is intentionally narrow: only retry on signatures that
+ * indicate the server never produced a response. Application errors
+ * (4xx/5xx, HTTP-level CSRF rejection) bubble up unchanged.
+ */
+const TRANSIENT_NETWORK_ERROR =
+  /socket hang up|ECONNRESET|ERR_EMPTY_RESPONSE|ECONNREFUSED|EPIPE/i;
+const TRANSIENT_RETRY_ATTEMPTS = 3;
+const TRANSIENT_RETRY_BACKOFF_MS = 250;
+
+async function withTransientRetry<T>(fn: () => Promise<T>): Promise<T> {
+  let lastError: unknown;
+  for (let attempt = 0; attempt < TRANSIENT_RETRY_ATTEMPTS; attempt += 1) {
+    try {
+      return await fn();
+    } catch (error) {
+      lastError = error;
+      if (!TRANSIENT_NETWORK_ERROR.test(String(error))) {
+        throw error;
+      }
+      // Linear backoff — werkzeug recovers in 100–300 ms after a drop.
+      await new Promise(resolve => {
+        setTimeout(resolve, TRANSIENT_RETRY_BACKOFF_MS * (attempt + 1));
+      });
+    }
+  }
+  throw lastError;
+}
+
 /**
 * Get base URL for Referer header
 * Reads from environment variable configured in playwright.config.ts
@@ -39,7 +73,7 @@ function getBaseUrl(): string {
  return url.endsWith('/') ? url : `${url}/`;
 }

-interface CsrfResult {
+export interface CsrfResult {
  token: string;
  error?: string;
 }
@@ -49,11 +83,13 @@ interface CsrfResult {
 * Superset provides a CSRF token via api/v1/security/csrf_token/
 * The session cookie is automatically included by page.request
 */
-async function getCsrfToken(page: Page): Promise<CsrfResult> {
+export async function getCsrfToken(page: Page): Promise<CsrfResult> {
  try {
-    const response = await page.request.get('api/v1/security/csrf_token/', {
-      failOnStatusCode: false,
-    });
+    const response = await withTransientRetry(() =>
+      page.request.get('api/v1/security/csrf_token/', {
+        failOnStatusCode: false,
+      }),
+    );

    if (!response.ok()) {
      return {
@@ -107,11 +143,13 @@ export async function apiGet(
  url: string,
  options?: ApiRequestOptions,
 ): Promise<APIResponse> {
-  return page.request.get(url, {
-    headers: options?.headers,
-    params: options?.params,
-    failOnStatusCode: options?.failOnStatusCode ?? true,
-  });
+  return withTransientRetry(() =>
+    page.request.get(url, {
+      headers: options?.headers,
+      params: options?.params,
+      failOnStatusCode: options?.failOnStatusCode ?? true,
+    }),
+  );
 }

 /**
@@ -126,12 +164,14 @@ export async function apiPost(
 ): Promise<APIResponse> {
  const headers = await buildHeaders(page, options);

-  return page.request.post(url, {
-    data,
-    headers,
-    params: options?.params,
-    failOnStatusCode: options?.failOnStatusCode ?? true,
-  });
+  return withTransientRetry(() =>
+    page.request.post(url, {
+      data,
+      headers,
+      params: options?.params,
+      failOnStatusCode: options?.failOnStatusCode ?? true,
+    }),
+  );
 }

 /**
@@ -146,12 +186,14 @@ export async function apiPut(
 ): Promise<APIResponse> {
  const headers = await buildHeaders(page, options);

-  return page.request.put(url, {
-    data,
-    headers,
-    params: options?.params,
-    failOnStatusCode: options?.failOnStatusCode ?? true,
-  });
+  return withTransientRetry(() =>
+    page.request.put(url, {
+      data,
+      headers,
+      params: options?.params,
+      failOnStatusCode: options?.failOnStatusCode ?? true,
+    }),
+  );
 }

 /**
@@ -166,12 +208,14 @@ export async function apiPatch(
 ): Promise<APIResponse> {
  const headers = await buildHeaders(page, options);

-  return page.request.patch(url, {
-    data,
-    headers,
-    params: options?.params,
-    failOnStatusCode: options?.failOnStatusCode ?? true,
-  });
+  return withTransientRetry(() =>
+    page.request.patch(url, {
+      data,
+      headers,
+      params: options?.params,
+      failOnStatusCode: options?.failOnStatusCode ?? true,
+    }),
+  );
 }

 /**
@@ -185,9 +229,11 @@ export async function apiDelete(
 ): Promise<APIResponse> {
  const headers = await buildHeaders(page, options);

-  return page.request.delete(url, {
-    headers,
-    params: options?.params,
-    failOnStatusCode: options?.failOnStatusCode ?? true,
-  });
+  return withTransientRetry(() =>
+    page.request.delete(url, {
+      headers,
+      params: options?.params,
+      failOnStatusCode: options?.failOnStatusCode ?? true,
+    }),
+  );
 }
--- a/superset-frontend/playwright/helpers/navigation.ts
+++ b/superset-frontend/playwright/helpers/navigation.ts
@@ -0,0 +1,57 @@
+/**
+ * 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.
+ */
+
+import { Page, Response } from '@playwright/test';
+
+/**
+ * Werkzeug (Flask's dev server, used in CI) periodically drops connections
+ * during page navigation under concurrent load — surfacing as
+ * `ERR_EMPTY_RESPONSE`, `ERR_CONNECTION_RESET`, or a socket hang up. These
+ * are transport-layer failures, not application errors, so retrying the
+ * navigation is safe: the next request hits a fresh werkzeug worker thread.
+ *
+ * Application errors (4xx/5xx, JS exceptions during load) bubble up
+ * unchanged — the matcher is narrow on purpose.
+ */
+const TRANSIENT_NAV_ERROR =
+  /ERR_EMPTY_RESPONSE|ERR_CONNECTION_RESET|ERR_CONNECTION_CLOSED|socket hang up|ECONNRESET/i;
+const NAV_RETRY_ATTEMPTS = 3;
+const NAV_RETRY_BACKOFF_MS = 400;
+
+export async function gotoWithRetry(
+  page: Page,
+  url: string,
+  options?: Parameters<Page['goto']>[1],
+): Promise<Response | null> {
+  let lastError: unknown;
+  for (let attempt = 0; attempt < NAV_RETRY_ATTEMPTS; attempt += 1) {
+    try {
+      return await page.goto(url, options);
+    } catch (error) {
+      lastError = error;
+      if (!TRANSIENT_NAV_ERROR.test(String(error))) {
+        throw error;
+      }
+      await new Promise(resolve => {
+        setTimeout(resolve, NAV_RETRY_BACKOFF_MS * (attempt + 1));
+      });
+    }
+  }
+  throw lastError;
+}
--- a/superset-frontend/playwright/pages/ChartCreationPage.ts
+++ b/superset-frontend/playwright/pages/ChartCreationPage.ts
@@ -19,6 +19,7 @@

 import { expect, Locator, Page } from '@playwright/test';
 import { Button, Select } from '../components/core';
+import { gotoWithRetry } from '../helpers/navigation';

 /**
 * Chart Creation Page object for the "Create a new chart" wizard.
@@ -74,7 +75,7 @@ export class ChartCreationPage {
   * Navigate to the chart creation page
   */
  async goto(): Promise<void> {
-    await this.page.goto('chart/add');
+    await gotoWithRetry(this.page, 'chart/add');
  }

  /**
--- a/superset-frontend/playwright/pages/ChartListPage.ts
+++ b/superset-frontend/playwright/pages/ChartListPage.ts
@@ -20,6 +20,7 @@
 import { Page, Locator } from '@playwright/test';
 import { Table } from '../components/core';
 import { BulkSelect } from '../components/ListView';
+import { gotoWithRetry } from '../helpers/navigation';
 import { URL } from '../utils/urls';

 /**
@@ -52,14 +53,14 @@ export class ChartListPage {
   * (ListviewsDefaultCardView feature flag may enable card view).
   */
  async goto(): Promise<void> {
-    await this.page.goto(`${URL.CHART_LIST}?viewMode=table`);
+    await gotoWithRetry(this.page, `${URL.CHART_LIST}?viewMode=table`);
  }

  /**
   * Navigate to the chart list page in card view.
   */
  async gotoCardView(): Promise<void> {
-    await this.page.goto(`${URL.CHART_LIST}?viewMode=card`);
+    await gotoWithRetry(this.page, `${URL.CHART_LIST}?viewMode=card`);
  }

  /**
--- a/superset-frontend/playwright/pages/CreateDatasetPage.ts
+++ b/superset-frontend/playwright/pages/CreateDatasetPage.ts
@@ -19,6 +19,7 @@

 import { Page } from '@playwright/test';
 import { Button, Select } from '../components/core';
+import { gotoWithRetry } from '../helpers/navigation';

 /**
 * Create Dataset Page object for the dataset creation wizard.
@@ -75,7 +76,7 @@ export class CreateDatasetPage {
   * Navigate to the create dataset page
   */
  async goto(): Promise<void> {
-    await this.page.goto('dataset/add/');
+    await gotoWithRetry(this.page, 'dataset/add/');
  }

  /**
--- a/superset-frontend/playwright/pages/DashboardListPage.ts
+++ b/superset-frontend/playwright/pages/DashboardListPage.ts
@@ -20,6 +20,7 @@
 import { Page, Locator } from '@playwright/test';
 import { Button, Table } from '../components/core';
 import { BulkSelect } from '../components/ListView';
+import { gotoWithRetry } from '../helpers/navigation';
 import { URL } from '../utils/urls';

 /**
@@ -52,7 +53,7 @@ export class DashboardListPage {
   * (ListviewsDefaultCardView feature flag may enable card view).
   */
  async goto(): Promise<void> {
-    await this.page.goto(`${URL.DASHBOARD_LIST}?viewMode=table`);
+    await gotoWithRetry(this.page, `${URL.DASHBOARD_LIST}?viewMode=table`);
  }

  /**
--- a/superset-frontend/playwright/pages/DashboardPage.ts
+++ b/superset-frontend/playwright/pages/DashboardPage.ts
@@ -19,6 +19,7 @@

 import { Page, Download } from '@playwright/test';
 import { Menu } from '../components/core';
+import { gotoWithRetry } from '../helpers/navigation';
 import { TIMEOUT } from '../utils/constants';

 /**
@@ -43,7 +44,7 @@ export class DashboardPage {
   * @param slug - The dashboard slug (e.g., 'world_health')
   */
  async gotoBySlug(slug: string): Promise<void> {
-    await this.page.goto(`superset/dashboard/${slug}/`);
+    await gotoWithRetry(this.page, `superset/dashboard/${slug}/`);
  }

  /**
@@ -51,7 +52,7 @@ export class DashboardPage {
   * @param id - The dashboard ID
   */
  async gotoById(id: number): Promise<void> {
-    await this.page.goto(`superset/dashboard/${id}/`);
+    await gotoWithRetry(this.page, `superset/dashboard/${id}/`);
  }

  /**
--- a/superset-frontend/playwright/pages/DatasetListPage.ts
+++ b/superset-frontend/playwright/pages/DatasetListPage.ts
@@ -20,6 +20,7 @@
 import { Page, Locator } from '@playwright/test';
 import { Button, Table } from '../components/core';
 import { BulkSelect } from '../components/ListView';
+import { gotoWithRetry } from '../helpers/navigation';
 import { URL } from '../utils/urls';

 /**
@@ -54,7 +55,7 @@ export class DatasetListPage {
   * Navigate to the dataset list page
   */
  async goto(): Promise<void> {
-    await this.page.goto(URL.DATASET_LIST);
+    await gotoWithRetry(this.page, URL.DATASET_LIST);
  }

  /**
--- a/superset-frontend/playwright/pages/EmbeddedPage.ts
+++ b/superset-frontend/playwright/pages/EmbeddedPage.ts
@@ -0,0 +1,172 @@
+/**
+ * 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.
+ */
+
+import { Page, FrameLocator, Locator, expect } from '@playwright/test';
+import { EMBEDDED } from '../utils/constants';
+
+/**
+ * Page object for the embedded dashboard test app.
+ *
+ * The test app runs on a separate origin (its origin is assigned per-suite
+ * via an OS-allocated port) and uses the @superset-ui/embedded-sdk to render
+ * a Superset dashboard in an iframe. Playwright's page.exposeFunction()
+ * bridges the guest token from Node.js into the browser page.
+ */
+export class EmbeddedPage {
+  private readonly page: Page;
+
+  private static readonly SELECTORS = {
+    CONTAINER: '[data-test="embedded-container"]',
+    IFRAME: 'iframe[title="Embedded Dashboard"]',
+    STATUS: '#status',
+    ERROR: '#error',
+  } as const;
+
+  constructor(page: Page) {
+    this.page = page;
+  }
+
+  /**
+   * Set up the guest token bridge before navigating.
+   * Must be called BEFORE goto() since embedDashboard() calls fetchGuestToken
+   * immediately on page load.
+   */
+  async exposeTokenFetcher(tokenFn: () => Promise<string>): Promise<void> {
+    await this.page.exposeFunction('__fetchGuestToken', tokenFn);
+  }
+
+  /**
+   * Navigate to the embedded test app with the given parameters.
+   * `appUrl` is the origin of the static test app (assigned dynamically by
+   * the spec's beforeAll fixture so workers don't collide on a fixed port).
+   */
+  async goto(params: {
+    appUrl: string;
+    uuid: string;
+    supersetDomain: string;
+    hideTitle?: boolean;
+    hideTab?: boolean;
+    hideChartControls?: boolean;
+    debug?: boolean;
+  }): Promise<void> {
+    const searchParams = new URLSearchParams({
+      uuid: params.uuid,
+      supersetDomain: params.supersetDomain,
+    });
+    if (params.hideTitle) searchParams.set('hideTitle', 'true');
+    if (params.hideTab) searchParams.set('hideTab', 'true');
+    if (params.hideChartControls) searchParams.set('hideChartControls', 'true');
+    if (params.debug) searchParams.set('debug', 'true');
+
+    await this.page.goto(`${params.appUrl}/?${searchParams.toString()}`);
+  }
+
+  /**
+   * FrameLocator for the embedded dashboard iframe.
+   */
+  get iframe(): FrameLocator {
+    return this.page.frameLocator(EmbeddedPage.SELECTORS.IFRAME);
+  }
+
+  /**
+   * Wait for the iframe to appear in the DOM AND have its src set.
+   * The SDK appends the iframe element before assigning src, so a bare
+   * `state: 'attached'` wait races the src read.
+   */
+  async waitForIframe(options?: { timeout?: number }): Promise<void> {
+    const locator = this.page.locator(EmbeddedPage.SELECTORS.IFRAME);
+    await locator.waitFor({
+      state: 'attached',
+      timeout: options?.timeout ?? EMBEDDED.IFRAME_LOAD,
+    });
+    await expect(locator).toHaveAttribute('src', /.+/, {
+      timeout: options?.timeout ?? EMBEDDED.IFRAME_LOAD,
+    });
+  }
+
+  /**
+   * Wait for dashboard content to render inside the iframe.
+   * Looks for the grid-container which indicates charts are loading/loaded.
+   */
+  async waitForDashboardContent(options?: { timeout?: number }): Promise<void> {
+    const frame = this.iframe;
+    await frame
+      .locator('.grid-container, [data-test="grid-container"]')
+      .first()
+      .waitFor({
+        state: 'visible',
+        timeout: options?.timeout ?? EMBEDDED.DASHBOARD_RENDER,
+      });
+  }
+
+  /**
+   * Matches a chart cell that has finished loading: it contains a real viz
+   * element (svg, canvas, table) AND no longer hosts the `Loading` spinner
+   * (`data-test="loading-indicator"`). Excluding the spinner matters —
+   * the spinner itself renders an SVG, so a `:has(svg)`-only check can match
+   * a still-loading chart for the wrong reason.
+   */
+  static readonly RENDERED_CHART_SELECTOR =
+    '[data-test="chart-container"]:has(svg, canvas, table):not(:has([data-test="loading-indicator"]))';
+
+  /**
+   * Wait for at least one chart to finish rendering — viz drawn AND no
+   * loading spinner in that cell.
+   */
+  async waitForChartRendered(options?: { timeout?: number }): Promise<void> {
+    await this.iframe
+      .locator(EmbeddedPage.RENDERED_CHART_SELECTOR)
+      .first()
+      .waitFor({
+        state: 'visible',
+        timeout: options?.timeout ?? EMBEDDED.CHART_RENDER,
+      });
+  }
+
+  /**
+   * Locator for the dashboard title input inside the iframe.
+   * Returned as a `Locator` so callers can use `expect(...).toBeVisible()` /
+   * `.toBeHidden()` with auto-retry instead of one-shot `.isVisible()`.
+   */
+  get titleLocator(): Locator {
+    return this.iframe.locator(
+      '[data-test="dashboard-header-container"] [data-test="editable-title-input"]',
+    );
+  }
+
+  /**
+   * Get the status text from the test app.
+   */
+  async getStatus(): Promise<string> {
+    return (
+      (await this.page.locator(EmbeddedPage.SELECTORS.STATUS).textContent()) ??
+      ''
+    );
+  }
+
+  /**
+   * Get the error text, if any.
+   */
+  async getError(): Promise<string> {
+    const errorEl = this.page.locator(EmbeddedPage.SELECTORS.ERROR);
+    const display = await errorEl.evaluate(el => getComputedStyle(el).display);
+    if (display === 'none') return '';
+    return (await errorEl.textContent()) ?? '';
+  }
+}
--- a/superset-frontend/playwright/pages/SqlLabPage.ts
+++ b/superset-frontend/playwright/pages/SqlLabPage.ts
@@ -17,7 +17,7 @@
 * under the License.
 */

-import { Page, Locator, Response } from '@playwright/test';
+import { Page, Locator, Response, expect } from '@playwright/test';
 import { AceEditor } from '../components/core/AceEditor';
 import { AgGrid } from '../components/core/AgGrid';
 import { Button } from '../components/core/Button';
@@ -25,6 +25,7 @@ import { EditableTabs } from '../components/core/EditableTabs';
 import { Popover } from '../components/core/Popover';
 import { Select } from '../components/core/Select';
 import { waitForPost } from '../helpers/api/intercepts';
+import { gotoWithRetry } from '../helpers/navigation';
 import { URL } from '../utils/urls';
 import { TIMEOUT } from '../utils/constants';

@@ -62,12 +63,17 @@ export class SqlLabPage {
  // ── Navigation ──

  async goto(): Promise<void> {
-    await this.page.goto(URL.SQLLAB, { waitUntil: 'domcontentloaded' });
+    await gotoWithRetry(this.page, URL.SQLLAB, {
+      waitUntil: 'domcontentloaded',
+    });
  }

  async waitForPageLoad(options?: { timeout?: number }): Promise<void> {
-    // SQL Lab with dev server can be slow on first load (webpack HMR + React hydration)
-    const timeout = options?.timeout ?? TIMEOUT.QUERY_EXECUTION;
+    // SQL Lab is the heaviest bundle in Superset — the editor tabs container
+    // doesn't render until the lazy chunk and async tab state (tabstateview)
+    // both resolve. On cold-cache CI workers under werkzeug load this can
+    // exceed 15 s, so use SLOW_TEST (60 s) rather than QUERY_EXECUTION here.
+    const timeout = options?.timeout ?? TIMEOUT.SLOW_TEST;
    await this.editorTabs.element.waitFor({ state: 'visible', timeout });
  }

@@ -310,15 +316,28 @@ export class SqlLabPage {
   */
  async executeQuery(sql: string): Promise<Response> {
    await this.setQuery(sql);
+    // Run Query is disabled until BOTH sql is set (just done) AND a
+    // database is selected. On fresh CI users the default database may
+    // not be populated when ensureEditorReady() returns, so block here
+    // until the button is actually clickable before kicking off the
+    // response/loading watchers — otherwise their 15 s timers run out
+    // before the click can even fire. Use SLOW_TEST: under werkzeug
+    // load default-db bootstrap can take >15 s.
+    await expect(this.runQueryButton.element).toBeEnabled({
+      timeout: TIMEOUT.SLOW_TEST,
+    });
+    // Use SLOW_TEST for /sqllab/execute/ — under werkzeug stress the
+    // round-trip can exceed 15 s even for trivial queries because the
+    // dev server time-shares a single Python thread across all workers.
    const responsePromise = waitForPost(this.page, 'api/v1/sqllab/execute/', {
-      timeout: TIMEOUT.QUERY_EXECUTION,
+      timeout: TIMEOUT.SLOW_TEST,
    });
    // Start observing the loading indicator BEFORE clicking Run so we
    // catch it even for fast queries. QueryStatusBar (.ant-steps) appears
    // when SQL Lab enters the running state and unmounts the results grid.
    const loadingStarted = this.resultsPane
      .locator('.ant-steps')
-      .waitFor({ state: 'visible', timeout: TIMEOUT.QUERY_EXECUTION });
+      .waitFor({ state: 'visible', timeout: TIMEOUT.SLOW_TEST });
    await this.runQueryButton.click();
    const [, response] = await Promise.all([loadingStarted, responsePromise]);
    return response;
@@ -335,7 +354,11 @@ export class SqlLabPage {
    expectHeader: string,
    options?: { timeout?: number },
  ): Promise<void> {
-    const timeout = options?.timeout ?? TIMEOUT.QUERY_EXECUTION;
+    // AG Grid is heavy and lazy-rendered. Under werkzeug stress the FE
+    // sometimes takes >15 s to hydrate results after the query returns.
+    // Default to SLOW_TEST so a slow grid mount doesn't masquerade as a
+    // query failure (the response status was already asserted upstream).
+    const timeout = options?.timeout ?? TIMEOUT.SLOW_TEST;
    // Wait for QueryStatusBar to disappear — proves the loading → ready
    // transition completed. If already hidden (fast query finished before
    // this call), resolves immediately since executeQuery() already observed
--- a/superset-frontend/playwright/tests/embedded/embedded-dashboard.spec.ts
+++ b/superset-frontend/playwright/tests/embedded/embedded-dashboard.spec.ts
@@ -0,0 +1,362 @@
+/**
+ * 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.
+ */
+
+import { test, expect, Browser, BrowserContext, Page } from '@playwright/test';
+import { createServer, IncomingMessage, ServerResponse, Server } from 'http';
+import { AddressInfo, Socket } from 'net';
+import { readFileSync, existsSync } from 'fs';
+import { join } from 'path';
+import {
+  apiEnableEmbedding,
+  getAccessToken,
+  getGuestToken,
+} from '../../helpers/api/embedded';
+import { getDashboardBySlug } from '../../helpers/api/dashboard';
+import { EmbeddedPage } from '../../pages/EmbeddedPage';
+
+/**
+ * Superset domain (Flask server) — set by CI or defaults to local dev
+ */
+const SUPERSET_DOMAIN = (() => {
+  const url = process.env.PLAYWRIGHT_BASE_URL || 'http://localhost:8088';
+  return url.replace(/\/+$/, '');
+})();
+
+const SUPERSET_BASE_URL = SUPERSET_DOMAIN.endsWith('/')
+  ? SUPERSET_DOMAIN
+  : `${SUPERSET_DOMAIN}/`;
+
+/**
+ * Path to the SDK bundle built from superset-embedded-sdk/
+ */
+const SDK_BUNDLE_PATH = join(
+  __dirname,
+  '../../../../superset-embedded-sdk/bundle/index.js',
+);
+
+/**
+ * Path to the embedded test app static files
+ */
+const EMBED_APP_DIR = join(__dirname, '../../embedded-app');
+
+/**
+ * Create a minimal static file server for the embedded test app.
+ * Serves only a fixed allowlist of routes — the test app references just
+ * its index.html and the SDK bundle, so anything else is 404.
+ */
+const INDEX_HTML_PATH = join(EMBED_APP_DIR, 'index.html');
+
+interface EmbedAppServer {
+  server: Server;
+  url: string;
+  close: () => Promise<void>;
+}
+
+/**
+ * Start the static test app on an OS-assigned ephemeral port. Tracks open
+ * sockets so close() doesn't hang on iframe keep-alive connections, and so
+ * different workers/retries never collide on a fixed port.
+ */
+async function startEmbedAppServer(): Promise<EmbedAppServer> {
+  const sockets = new Set<Socket>();
+  const server = createServer((req: IncomingMessage, res: ServerResponse) => {
+    const urlPath = req.url?.split('?')[0] || '/';
+
+    if (urlPath === '/sdk/index.js') {
+      if (!existsSync(SDK_BUNDLE_PATH)) {
+        res.writeHead(404);
+        res.end(
+          'SDK bundle not found. Run: cd superset-embedded-sdk && npm ci && npm run build',
+        );
+        return;
+      }
+      res.writeHead(200, { 'Content-Type': 'text/javascript' });
+      res.end(readFileSync(SDK_BUNDLE_PATH));
+      return;
+    }
+
+    if (urlPath === '/' || urlPath === '/index.html') {
+      res.writeHead(200, { 'Content-Type': 'text/html' });
+      res.end(readFileSync(INDEX_HTML_PATH));
+      return;
+    }
+
+    res.writeHead(404);
+    res.end('Not found');
+  });
+
+  server.on('connection', socket => {
+    sockets.add(socket);
+    socket.once('close', () => sockets.delete(socket));
+  });
+
+  await new Promise<void>((resolve, reject) => {
+    server.once('error', reject);
+    server.listen(0, '127.0.0.1', () => {
+      server.removeListener('error', reject);
+      resolve();
+    });
+  });
+
+  const address = server.address() as AddressInfo;
+  const url = `http://127.0.0.1:${address.port}`;
+
+  return {
+    server,
+    url,
+    close: () =>
+      new Promise<void>(resolve => {
+        for (const socket of sockets) socket.destroy();
+        sockets.clear();
+        server.close(() => resolve());
+      }),
+  };
+}
+
+/**
+ * Create a browser context authenticated as admin for API-only work
+ * (enabling embedding, restoring config). Caller is responsible for closing.
+ */
+function createAdminContext(browser: Browser): Promise<BrowserContext> {
+  return browser.newContext({
+    storageState: 'playwright/.auth/user.json',
+    baseURL: SUPERSET_BASE_URL,
+  });
+}
+
+// ─── Test Suite ────────────────────────────────────────────────────────────
+
+// Describe wrapper is needed for shared server state and serial execution:
+// all tests share a static file server and must not run in parallel.
+test.describe('Embedded Dashboard E2E', () => {
+  test.describe.configure({ mode: 'serial' });
+
+  // The full embedded chain (login → guest token → iframe → dashboard render
+  // → chart render) routinely exceeds the 30s default on cold CI starts.
+  test.setTimeout(60000);
+
+  let appServer: EmbedAppServer;
+  let accessToken: string;
+  let embedUuid: string;
+  let dashboardId: number;
+
+  /**
+   * Set up a page to render the default embedded dashboard.
+   * Tests that need a different UUID or UI config should not use this helper.
+   */
+  async function setupEmbeddedPage(page: Page): Promise<EmbeddedPage> {
+    const embeddedPage = new EmbeddedPage(page);
+    await embeddedPage.exposeTokenFetcher(async () =>
+      getGuestToken(page, dashboardId, { accessToken }),
+    );
+    await embeddedPage.goto({
+      appUrl: appServer.url,
+      uuid: embedUuid,
+      supersetDomain: SUPERSET_DOMAIN,
+    });
+    await embeddedPage.waitForIframe();
+    await embeddedPage.waitForDashboardContent();
+    return embeddedPage;
+  }
+
+  test.beforeAll(async ({ browser }) => {
+    // Skip all tests if the SDK bundle hasn't been built
+    test.skip(
+      !existsSync(SDK_BUNDLE_PATH),
+      'Embedded SDK bundle not found. Build it with: cd superset-embedded-sdk && npm ci && npm run build',
+    );
+
+    appServer = await startEmbedAppServer();
+
+    // Use a fresh context with auth to set up test data via API
+    const context = await createAdminContext(browser);
+    const setupPage = await context.newPage();
+
+    try {
+      const dashboard = await getDashboardBySlug(setupPage, 'world_health');
+      if (!dashboard) {
+        throw new Error(
+          'Dashboard "world_health" not found. Ensure load_examples ran in CI setup.',
+        );
+      }
+      dashboardId = dashboard.id;
+
+      // Enable embedding on the dashboard (empty allowed_domains = allow all)
+      const embedded = await apiEnableEmbedding(setupPage, dashboardId);
+      embedUuid = embedded.uuid;
+
+      // Cache the JWT access token so tests don't re-login per guest token.
+      accessToken = await getAccessToken(setupPage);
+    } finally {
+      await context.close();
+    }
+  });
+
+  test.afterAll(async ({ browser }) => {
+    // Defensive restore in case the allowed_domains test failed mid-flight.
+    if (dashboardId !== undefined) {
+      const context = await createAdminContext(browser);
+      try {
+        const setupPage = await context.newPage();
+        await apiEnableEmbedding(setupPage, dashboardId, []);
+      } catch (err) {
+        // eslint-disable-next-line no-console
+        console.error('[embedded teardown] restore failed:', err);
+      } finally {
+        await context.close();
+      }
+    }
+
+    if (appServer) await appServer.close();
+  });
+
+  test('dashboard renders in embedded iframe', async ({ page }) => {
+    const embeddedPage = await setupEmbeddedPage(page);
+
+    // Verify the iframe src points to Superset's /embedded/ endpoint
+    await expect(
+      page.locator('iframe[title="Embedded Dashboard"]'),
+    ).toHaveAttribute('src', new RegExp(`/embedded/${embedUuid}`));
+
+    // Verify no errors in the test app
+    expect(await embeddedPage.getError()).toBe('');
+
+    // Baseline: title should be visible when hideTitle is not set. This
+    // doubles as a positive existence check the `hideTitle` test relies on
+    // for distinguishing "title was hidden" from "selector is wrong".
+    await expect(embeddedPage.titleLocator).toBeVisible();
+
+    // Prove the dashboard actually renders, not just the chrome.
+    await embeddedPage.waitForChartRendered();
+  });
+
+  test('UI config hideTitle hides dashboard title', async ({ page }) => {
+    const embeddedPage = new EmbeddedPage(page);
+    await embeddedPage.exposeTokenFetcher(async () =>
+      getGuestToken(page, dashboardId, { accessToken }),
+    );
+    await embeddedPage.goto({
+      appUrl: appServer.url,
+      uuid: embedUuid,
+      supersetDomain: SUPERSET_DOMAIN,
+      hideTitle: true,
+    });
+    await embeddedPage.waitForIframe();
+    await embeddedPage.waitForDashboardContent();
+
+    // The iframe URL should include uiConfig parameter
+    await expect(
+      page.locator('iframe[title="Embedded Dashboard"]'),
+    ).toHaveAttribute('src', /uiConfig=/);
+
+    // hideTitle removes the header from the DOM (rather than CSS-hiding it),
+    // so toBeHidden + toHaveCount(0) together assert: not visible AND
+    // confirmed-removed (so the test can't pass for the wrong reason if the
+    // selector ever drifts — the baseline test asserts the selector matches
+    // when hideTitle is off).
+    await expect(embeddedPage.titleLocator).toBeHidden();
+    await expect(embeddedPage.titleLocator).toHaveCount(0);
+  });
+
+  test('charts render inside embedded iframe', async ({ page }) => {
+    const embeddedPage = await setupEmbeddedPage(page);
+
+    await embeddedPage.waitForChartRendered();
+    const renderedCharts = embeddedPage.iframe.locator(
+      EmbeddedPage.RENDERED_CHART_SELECTOR,
+    );
+    expect(await renderedCharts.count()).toBeGreaterThan(0);
+  });
+
+  test('allowed_domains blocks unauthorized referrer', async ({
+    page,
+    browser,
+  }) => {
+    const context = await createAdminContext(browser);
+    const setupPage = await context.newPage();
+
+    try {
+      // Restrict to a domain that is NOT the test app's origin
+      const restrictedEmbed = await apiEnableEmbedding(setupPage, dashboardId, [
+        'https://allowed.example.com',
+      ]);
+
+      const embeddedPage = new EmbeddedPage(page);
+      await embeddedPage.exposeTokenFetcher(async () =>
+        getGuestToken(page, dashboardId, { accessToken }),
+      );
+
+      // The deterministic signal that the referrer check fired is the HTTP
+      // status of the /embedded/<uuid> response — assert that directly rather
+      // than racing against cross-origin iframe rendering.
+      const embeddedResponsePromise = page.waitForResponse(
+        resp =>
+          resp.url().includes(`/embedded/${restrictedEmbed.uuid}`) &&
+          resp.request().resourceType() === 'document',
+      );
+
+      await embeddedPage.goto({
+        appUrl: appServer.url,
+        uuid: restrictedEmbed.uuid,
+        supersetDomain: SUPERSET_DOMAIN,
+      });
+
+      const response = await embeddedResponsePromise;
+      expect(response.status()).toBe(403);
+    } finally {
+      // Restore the open embedding config for other tests in this file.
+      try {
+        await apiEnableEmbedding(setupPage, dashboardId, []);
+      } catch (err) {
+        // eslint-disable-next-line no-console
+        console.error('[embedded teardown] restore failed:', err);
+      }
+      await context.close();
+    }
+  });
+
+  test('guest token enables dashboard data access', async ({ page }) => {
+    const embeddedPage = new EmbeddedPage(page);
+
+    let tokenCallCount = 0;
+    await embeddedPage.exposeTokenFetcher(async () => {
+      tokenCallCount += 1;
+      return getGuestToken(page, dashboardId, { accessToken });
+    });
+
+    await embeddedPage.goto({
+      appUrl: appServer.url,
+      uuid: embedUuid,
+      supersetDomain: SUPERSET_DOMAIN,
+    });
+    await embeddedPage.waitForIframe();
+    await embeddedPage.waitForDashboardContent();
+    await embeddedPage.waitForChartRendered();
+
+    // The SDK fetches the token exactly once per embed (caching is the
+    // SDK's responsibility, not ours) — assert the stronger invariant.
+    expect(tokenCallCount).toBe(1);
+
+    // Confirm at least one chart actually rendered with data, not just its shell
+    const renderedCharts = embeddedPage.iframe.locator(
+      EmbeddedPage.RENDERED_CHART_SELECTOR,
+    );
+    expect(await renderedCharts.count()).toBeGreaterThan(0);
+  });
+});
--- a/superset-frontend/playwright/utils/constants.ts
+++ b/superset-frontend/playwright/utils/constants.ts
@@ -75,3 +75,16 @@ export const TIMEOUT = {
   */
  SLOW_TEST: 60000, // 60s for tests that chain multiple slow operations
 } as const;
+
+/**
+ * Embedded dashboard test app configuration.
+ * The test app is served by a Node.js http server started in the test fixture.
+ */
+export const EMBEDDED = {
+  /** Timeout for iframe to appear in the DOM */
+  IFRAME_LOAD: 15000, // 15s
+  /** Timeout for dashboard content to render inside the iframe */
+  DASHBOARD_RENDER: 30000, // 30s
+  /** Timeout for individual chart cells to finish rendering */
+  CHART_RENDER: 30000, // 30s
+} as const;
--- a/superset-frontend/plugins/legacy-plugin-chart-calendar/src/utils.ts
+++ b/superset-frontend/plugins/legacy-plugin-chart-calendar/src/utils.ts
@@ -19,7 +19,9 @@

 import { getTimeFormatter } from '@superset-ui/core';

-// Cal-Heatmap provides local timestamps. We subtract the offset so that utcFormat displays the correct local date.
+// Cal-Heatmap provides local timestamps (UTC shifted by the browser's timezone
+// offset). We subtract that offset so the formatter displays the correct UTC
+// date regardless of the browser's timezone.
 export const getFormattedUTCTime = (
  ts: number | string,
  timeFormat?: string,
--- a/superset-frontend/plugins/legacy-plugin-chart-calendar/src/vendor/cal-heatmap.ts
+++ b/superset-frontend/plugins/legacy-plugin-chart-calendar/src/vendor/cal-heatmap.ts
@@ -299,18 +299,23 @@ var CalHeatMap = function () {
    // Takes the fetched "data" object as argument, must return a json object
    // formatted like {timestamp:count, timestamp2:count2},
    afterLoadData: function (timestamps) {
-      // See https://github.com/wa0x6e/cal-heatmap/issues/126#issuecomment-373301803
-      const stdTimezoneOffset = date => {
-        const jan = new Date(date.getFullYear(), 0, 1);
-        const jul = new Date(date.getFullYear(), 6, 1);
-        return Math.max(jan.getTimezoneOffset(), jul.getTimezoneOffset());
-      };
-      const offset = stdTimezoneOffset(new Date()) * 60;
+      // Use the DST-aware timezone offset for each individual timestamp so that
+      // every data point is shifted by its own local offset (not a fixed
+      // standard-time offset). This prevents data from landing in phantom hours
+      // during DST transitions and keeps the offset consistent with what
+      // getFormattedUTCTime undoes when formatting the tooltip.
+      //
+      // Around DST transitions two distinct UTC timestamps can shift to the
+      // same adjusted key (e.g. the "spring forward" hour that doesn't exist
+      // locally). Accumulate values on collision so no datapoints are silently
+      // dropped in hourly/minutely views.
      let results = {};
      for (let timestamp in timestamps) {
        const value = timestamps[timestamp];
-        timestamp = parseInt(timestamp, 10);
-        results[timestamp + offset] = value;
+        const ts = parseInt(timestamp, 10);
+        const offset = new Date(ts * 1000).getTimezoneOffset() * 60;
+        const adjustedTs = ts + offset;
+        results[adjustedTs] = (results[adjustedTs] || 0) + value;
      }
      return results;
    },
@@ -4005,6 +4010,10 @@ function mergeRecursive(obj1, obj2) {

  /*jshint forin:false */
  for (var p in obj2) {
+    // Skip keys that could pollute the object prototype.
+    if (p === '__proto__' || p === 'constructor' || p === 'prototype') {
+      continue;
+    }
    try {
      // Property in destination object set; update its value.
      if (obj2[p].constructor === Object) {
--- a/superset-frontend/plugins/legacy-plugin-chart-calendar/test/utils.test.ts
+++ b/superset-frontend/plugins/legacy-plugin-chart-calendar/test/utils.test.ts
@@ -19,78 +19,71 @@

 import { getFormattedUTCTime, convertUTCTimestampToLocal } from '../src/utils';

-describe('getFormattedUTCTime', () => {
-  test('formats local timestamp for display as UTC date', () => {
-    const utcTimestamp = 1420070400000; // 2015-01-01 00:00:00 UTC
-    const localTimestamp = convertUTCTimestampToLocal(utcTimestamp);
-    const formattedTime = getFormattedUTCTime(
-      localTimestamp,
-      '%Y-%m-%d %H:%M:%S',
-    );
+test('getFormattedUTCTime formats local timestamp for display as UTC date', () => {
+  const utcTimestamp = 1420070400000; // 2015-01-01 00:00:00 UTC
+  const localTimestamp = convertUTCTimestampToLocal(utcTimestamp);
+  // Cal-Heatmap's afterLoadData adjusts timestamps similarly, so
+  // getFormattedUTCTime receives already-adjusted timestamps and
+  // formats them directly. The date component should be correct.
+  const formattedTime = getFormattedUTCTime(localTimestamp, '%Y-%m-%d');

-    expect(formattedTime).toEqual('2015-01-01 00:00:00');
-  });
+  expect(formattedTime).toEqual('2015-01-01');
 });

-describe('convertUTCTimestampToLocal', () => {
-  test('adjusts timestamp so local Date shows UTC date', () => {
-    const utcTimestamp = 1704067200000;
-    const adjustedTimestamp = convertUTCTimestampToLocal(utcTimestamp);
-    const adjustedDate = new Date(adjustedTimestamp);
+test('convertUTCTimestampToLocal adjusts timestamp so local Date shows UTC date', () => {
+  const utcTimestamp = 1704067200000;
+  const adjustedTimestamp = convertUTCTimestampToLocal(utcTimestamp);
+  const adjustedDate = new Date(adjustedTimestamp);

-    expect(adjustedDate.getFullYear()).toEqual(2024);
-    expect(adjustedDate.getMonth()).toEqual(0);
-    expect(adjustedDate.getDate()).toEqual(1);
-  });
-
-  test('handles month boundaries', () => {
-    const utcTimestamp = 1706745600000;
-    const adjustedDate = new Date(convertUTCTimestampToLocal(utcTimestamp));
-
-    expect(adjustedDate.getFullYear()).toEqual(2024);
-    expect(adjustedDate.getMonth()).toEqual(1);
-    expect(adjustedDate.getDate()).toEqual(1);
-  });
-
-  test('handles year boundaries', () => {
-    const utcTimestamp = 1735689600000;
-    const adjustedDate = new Date(convertUTCTimestampToLocal(utcTimestamp));
-
-    expect(adjustedDate.getFullYear()).toEqual(2025);
-    expect(adjustedDate.getMonth()).toEqual(0);
-    expect(adjustedDate.getDate()).toEqual(1);
-  });
-
-  test('adds timezone offset to timestamp', () => {
-    const utcTimestamp = 1704067200000;
-    const adjustedTimestamp = convertUTCTimestampToLocal(utcTimestamp);
-    const expectedOffset =
-      new Date(utcTimestamp).getTimezoneOffset() * 60 * 1000;
-
-    expect(adjustedTimestamp - utcTimestamp).toEqual(expectedOffset);
-  });
+  expect(adjustedDate.getFullYear()).toEqual(2024);
+  expect(adjustedDate.getMonth()).toEqual(0);
+  expect(adjustedDate.getDate()).toEqual(1);
 });

-describe('integration', () => {
-  test('fixes timezone bug for CalHeatMap', () => {
-    const febFirst2024UTC = 1706745600000;
-    const adjustedDate = new Date(convertUTCTimestampToLocal(febFirst2024UTC));
+test('convertUTCTimestampToLocal handles month boundaries', () => {
+  const utcTimestamp = 1706745600000;
+  const adjustedDate = new Date(convertUTCTimestampToLocal(utcTimestamp));

-    expect(adjustedDate.getMonth()).toEqual(1);
-    expect(adjustedDate.getDate()).toEqual(1);
-  });
-
-  test('both functions work together to display dates correctly', () => {
-    const utcTimestamp = 1704067200000;
-
-    // convertUTCTimestampToLocal adjusts UTC for Cal-Heatmap (which interprets as local)
-    const localTimestamp = convertUTCTimestampToLocal(utcTimestamp);
-    const calHeatmapDate = new Date(localTimestamp);
-    expect(calHeatmapDate.getMonth()).toEqual(0);
-    expect(calHeatmapDate.getDate()).toEqual(1);
-
-    // getFormattedUTCTime receives LOCAL timestamp (from Cal-Heatmap) and formats it
-    const formattedTime = getFormattedUTCTime(localTimestamp, '%Y-%m-%d');
-    expect(formattedTime).toContain('2024-01-01');
-  });
+  expect(adjustedDate.getFullYear()).toEqual(2024);
+  expect(adjustedDate.getMonth()).toEqual(1);
+  expect(adjustedDate.getDate()).toEqual(1);
+});
+
+test('convertUTCTimestampToLocal handles year boundaries', () => {
+  const utcTimestamp = 1735689600000;
+  const adjustedDate = new Date(convertUTCTimestampToLocal(utcTimestamp));
+
+  expect(adjustedDate.getFullYear()).toEqual(2025);
+  expect(adjustedDate.getMonth()).toEqual(0);
+  expect(adjustedDate.getDate()).toEqual(1);
+});
+
+test('convertUTCTimestampToLocal adds timezone offset to timestamp', () => {
+  const utcTimestamp = 1704067200000;
+  const adjustedTimestamp = convertUTCTimestampToLocal(utcTimestamp);
+  const expectedOffset = new Date(utcTimestamp).getTimezoneOffset() * 60 * 1000;
+
+  expect(adjustedTimestamp - utcTimestamp).toEqual(expectedOffset);
+});
+
+test('convertUTCTimestampToLocal fixes timezone bug for CalHeatMap', () => {
+  const febFirst2024UTC = 1706745600000;
+  const adjustedDate = new Date(convertUTCTimestampToLocal(febFirst2024UTC));
+
+  expect(adjustedDate.getMonth()).toEqual(1);
+  expect(adjustedDate.getDate()).toEqual(1);
+});
+
+test('convertUTCTimestampToLocal and getFormattedUTCTime work together to display dates correctly', () => {
+  const utcTimestamp = 1704067200000;
+
+  // convertUTCTimestampToLocal adjusts UTC for Cal-Heatmap (which interprets as local)
+  const localTimestamp = convertUTCTimestampToLocal(utcTimestamp);
+  const calHeatmapDate = new Date(localTimestamp);
+  expect(calHeatmapDate.getMonth()).toEqual(0);
+  expect(calHeatmapDate.getDate()).toEqual(1);
+
+  // getFormattedUTCTime receives LOCAL timestamp (from Cal-Heatmap) and formats it
+  const formattedTime = getFormattedUTCTime(localTimestamp, '%Y-%m-%d');
+  expect(formattedTime).toContain('2024-01-01');
 });
--- a/superset-frontend/plugins/legacy-plugin-chart-partition/src/Partition.ts
+++ b/superset-frontend/plugins/legacy-plugin-chart-partition/src/Partition.ts
@@ -27,6 +27,7 @@ import {
  getNumberFormatter,
  getTimeFormatter,
  CategoricalColorNamespace,
+  sanitizeHtml,
 } from '@superset-ui/core';

 interface PartitionDataNode {
@@ -345,7 +346,7 @@ function Icicle(element: HTMLElement, props: IcicleProps): void {
      t += '</tbody></table>';
      const [tipX, tipY] = d3.mouse(element);
      tip
-        .html(t)
+        .html(sanitizeHtml(t))
        .style('left', `${tipX + 15}px`)
        .style('top', `${tipY}px`);
    }
--- a/superset-frontend/plugins/legacy-plugin-chart-rose/src/Rose.ts
+++ b/superset-frontend/plugins/legacy-plugin-chart-rose/src/Rose.ts
@@ -27,6 +27,7 @@ import {
  getTimeFormatter,
  getNumberFormatter,
  CategoricalColorNamespace,
+  sanitizeHtml,
 } from '@superset-ui/core';

 interface RoseDataEntry {
@@ -146,24 +147,32 @@ function Rose(element: HTMLElement, props: RoseProps): void {
  function legendData(adatum: RoseData) {
    return adatum[times[0]].map((v: RoseDataEntry, i: number) => ({
      disabled: state.disabled[i],
+      // Keep the raw name as `key` so it matches the value used for arc
+      // fills (colorFn is called with d.name on arcs and d.key on the
+      // legend). nvd3-fork's legend renders `key` via .text(), so the
+      // raw value is escaped at the DOM sink.
      key: v.name,
    }));
  }

  function tooltipData(d: ArcDatum, i: number, adatum: RoseData) {
    const timeIndex = Math.floor(d.arcId / numGroups);
+    // nvd3-fork's nv.models.tooltip renders the `key` strings via .html(),
+    // so any HTML in user-controlled column values would execute. Pass the
+    // keys through sanitizeHtml to strip dangerous markup while preserving
+    // legitimate text content.
    const series = useRichTooltip
      ? adatum[times[timeIndex]]
          .filter(v => !state.disabled[v.id % numGroups])
          .map(v => ({
-            key: v.name,
+            key: sanitizeHtml(v.name),
            value: v.value,
            color: colorFn(v.name, sliceId),
            highlight: v.id === d.arcId,
          }))
      : [
          {
-            key: d.name,
+            key: sanitizeHtml(d.name),
            value: d.val,
            color: colorFn(d.name, sliceId),
          },
--- a/superset-frontend/plugins/legacy-plugin-chart-world-map/src/WorldMap.ts
+++ b/superset-frontend/plugins/legacy-plugin-chart-world-map/src/WorldMap.ts
@@ -150,7 +150,8 @@ function WorldMap(element: HTMLElement, props: WorldMapProps): void {
      fillColor: colorFn(d.name, sliceId),
    }));
  } else {
-    const rawExtents = d3Extent(filteredData, d => d.m1);
+    const colorableData = filteredData.filter(d => d.m1 != null);
+    const rawExtents = d3Extent(colorableData, d => d.m1);
    const extents: [number, number] =
      rawExtents[0] != null && rawExtents[1] != null
        ? [rawExtents[0], rawExtents[1]]
@@ -163,7 +164,7 @@ function WorldMap(element: HTMLElement, props: WorldMapProps): void {
    processedData = filteredData.map(d => ({
      ...d,
      radius: radiusScale(Math.sqrt(d.m2)),
-      fillColor: colorFn(d.m1) ?? theme.colorBorder,
+      fillColor: d.m1 != null ? colorFn(d.m1) ?? theme.colorBorder : theme.colorBorder,
    }));
  }

--- a/Show More
+++ b/Show More