feat(mcp): add get_dashboard_datasets tool

Co-authored-by: Đỗ Trọng Hải <41283691+hainenber@users.noreply.github.com>
Co-authored-by: Evan <evan@preset.io>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>

pyproject.toml

@@ -64,7 +64,7 @@ dependencies = [
     "holidays>=0.45, <1",
     "humanize",
     "isodate",
-    "jsonpath-ng>=1.6.1, <2",
+    "jsonpath-ng>=1.8.0, <2",
     "Mako>=1.2.2",
     "markdown>=3.10.2",
     # marshmallow>=4 has issues: https://github.com/apache/superset/issues/33162
@@ -94,7 +94,7 @@ dependencies = [
     "PyJWT>=2.4.0, <3.0",
     "redis>=5.0.0, <6.0",
     "rison>=2.0.0, <3.0",
-    "selenium>=4.14.0, <5.0",
+    "selenium>=4.44.0, <5.0",
     "shillelagh[gsheetsapi]>=1.4.4, <2.0",
     "sshtunnel>=0.4.0, <0.5",
     "simplejson>=3.15.0",
@@ -107,7 +107,7 @@ dependencies = [
     "typing-extensions>=4, <5",
     "waitress; sys_platform == 'win32'",
     "watchdog>=6.0.0",
-    "wtforms>=2.3.3, <4",
+    "wtforms>=3.2.2, <4",
     "wtforms-json",
     "xlsxwriter>=3.2.9, <3.3",
 ]
@@ -121,7 +121,7 @@ bigquery = [
     "sqlalchemy-bigquery>=1.15.0",
     "google-cloud-bigquery>=3.10.0",
 ]
-clickhouse = ["clickhouse-connect>=0.13.0, <2.0"]
+clickhouse = ["clickhouse-connect>=1.1.1, <2.0"]
 cockroachdb = ["cockroachdb>=0.3.5, <0.4"]
 crate = ["sqlalchemy-cratedb>=0.41.0, <1"]
 d1 = [
@@ -161,7 +161,7 @@ hive = [
     "pyhive[hive]>=0.6.5;python_version<'3.11'",
     "pyhive[hive_pure_sasl]>=0.7.0",
     "tableschema",
-    "thrift>=0.14.1, <1.0.0",
+    "thrift>=0.23.0, <1.0.0",
     "thrift_sasl>=0.4.3, < 1.0.0",
 ]
 impala = ["impyla>0.16.2, <0.23"]
@@ -195,7 +195,7 @@ spark = [
     "pyhive[hive]>=0.6.5;python_version<'3.11'",
     "pyhive[hive_pure_sasl]>=0.7",
     "tableschema",
-    "thrift>=0.14.1, <1",
+    "thrift>=0.23.0, <1",
 ]
 tdengine = [
     "taospy>=2.7.21",

requirements/base.txt

@@ -50,7 +50,7 @@ cattrs==25.1.1
     # via requests-cache
 celery==5.5.2
     # via apache-superset (pyproject.toml)
-certifi==2025.6.15
+certifi==2026.5.20
     # via
     #   requests
     #   selenium
@@ -194,7 +194,7 @@ jinja2==3.1.6
     # via
     #   flask
     #   flask-babel
-jsonpath-ng==1.7.0
+jsonpath-ng==1.8.0
     # via apache-superset (pyproject.toml)
 jsonschema==4.23.0
     # via
@@ -286,8 +286,6 @@ pillow==12.2.0
     # via apache-superset (pyproject.toml)
 platformdirs==4.3.8
     # via requests-cache
-ply==3.11
-    # via jsonpath-ng
 polyline==2.0.2
     # via apache-superset (pyproject.toml)
 prison==0.2.1
@@ -380,7 +378,7 @@ rpds-py==0.25.0
     #   referencing
 rsa==4.9.1
     # via google-auth
-selenium==4.32.0
+selenium==4.44.0
     # via apache-superset (pyproject.toml)
 setuptools==80.9.0
     # via -r requirements/base.in
@@ -423,7 +421,7 @@ sshtunnel==0.4.0
     # via apache-superset (pyproject.toml)
 tabulate==0.10.0
     # via apache-superset (pyproject.toml)
-trio==0.30.0
+trio==0.33.0
     # via
     #   selenium
     #   trio-websocket
@@ -480,7 +478,7 @@ wrapt==1.17.2
     # via deprecated
 wsproto==1.2.0
     # via trio-websocket
-wtforms==3.2.1
+wtforms==3.2.2
     # via
     #   apache-superset (pyproject.toml)
     #   flask-appbuilder

requirements/development.txt

@@ -112,7 +112,7 @@ celery==5.5.2
     # via
     #   -c requirements/base-constraint.txt
     #   apache-superset
-certifi==2025.6.15
+certifi==2026.5.20
     # via
     #   -c requirements/base-constraint.txt
     #   httpcore
@@ -471,7 +471,7 @@ jmespath==1.1.0
     # via
     #   boto3
     #   botocore
-jsonpath-ng==1.7.0
+jsonpath-ng==1.8.0
     # via
     #   -c requirements/base-constraint.txt
     #   apache-superset
@@ -674,10 +674,6 @@ platformdirs==4.3.8
     #   virtualenv
 pluggy==1.5.0
     # via pytest
-ply==3.11
-    # via
-    #   -c requirements/base-constraint.txt
-    #   jsonpath-ng
 polib==1.2.0
     # via apache-superset
 polyline==2.0.2
@@ -925,7 +921,7 @@ s3transfer==0.16.0
     # via boto3
 secretstorage==3.5.0
     # via keyring
-selenium==4.32.0
+selenium==4.44.0
     # via
     #   -c requirements/base-constraint.txt
     #   apache-superset
@@ -1023,7 +1019,7 @@ tqdm==4.67.1
     #   prophet
 trino==0.330.0
     # via apache-superset
-trio==0.30.0
+trio==0.33.0
     # via
     #   -c requirements/base-constraint.txt
     #   selenium
@@ -1125,7 +1121,7 @@ wsproto==1.2.0
     # via
     #   -c requirements/base-constraint.txt
     #   trio-websocket
-wtforms==3.2.1
+wtforms==3.2.2
     # via
     #   -c requirements/base-constraint.txt
     #   apache-superset

superset-frontend/babel.config.js

@@ -48,6 +48,7 @@ module.exports = {
     '@babel/plugin-syntax-dynamic-import',
     '@babel/plugin-transform-export-namespace-from',
     ['@babel/plugin-transform-class-properties', { loose: true }],
+    '@babel/plugin-transform-class-static-block',
     ['@babel/plugin-transform-optional-chaining', { loose: true }],
     ['@babel/plugin-transform-private-methods', { loose: true }],
     ['@babel/plugin-transform-nullish-coalescing-operator', { loose: true }],

superset-frontend/package-lock.json

@@ -95,7 +95,7 @@
         "echarts": "^5.6.0",
         "fast-glob": "^3.3.2",
         "fs-extra": "^11.3.5",
-        "fuse.js": "^7.3.0",
+        "fuse.js": "^7.4.1",
         "geolib": "^3.3.14",
         "geostyler": "^18.6.0",
         "geostyler-data": "^1.1.0",
@@ -178,13 +178,13 @@
         "@babel/types": "^7.29.7",
         "@emotion/babel-plugin": "^11.13.5",
         "@emotion/jest": "^11.14.2",
-        "@formatjs/intl-durationformat": "^0.10.3",
+        "@formatjs/intl-durationformat": "^0.10.13",
         "@istanbuljs/nyc-config-typescript": "^1.0.1",
         "@playwright/test": "^1.60.0",
         "@pmmmwh/react-refresh-webpack-plugin": "^0.6.2",
-        "@storybook/addon-docs": "10.4.1",
-        "@storybook/addon-links": "10.4.1",
-        "@storybook/react-webpack5": "10.4.1",
+        "@storybook/addon-docs": "10.4.2",
+        "@storybook/addon-links": "10.4.2",
+        "@storybook/react-webpack5": "10.4.2",
         "@storybook/test-runner": "0.24.4",
         "@svgr/webpack": "^8.1.0",
         "@swc/core": "^1.15.40",
@@ -242,7 +242,7 @@
         "eslint-plugin-prettier": "^5.5.6",
         "eslint-plugin-react-prefer-function-component": "^5.0.0",
         "eslint-plugin-react-you-might-not-need-an-effect": "^0.10.4",
-        "eslint-plugin-storybook": "10.4.1",
+        "eslint-plugin-storybook": "10.4.2",
         "eslint-plugin-testing-library": "^7.16.2",
         "eslint-plugin-theme-colors": "file:eslint-rules/eslint-plugin-theme-colors",
         "fetch-mock": "^12.6.0",
@@ -272,7 +272,7 @@
         "source-map": "^0.7.6",
         "source-map-support": "^0.5.21",
         "speed-measure-webpack-plugin": "^1.6.0",
-        "storybook": "10.4.1",
+        "storybook": "10.4.2",
         "style-loader": "^4.0.0",
         "swc-loader": "^0.2.7",
         "terser-webpack-plugin": "^5.6.1",
@@ -3939,50 +3939,38 @@
       }
     },
     "node_modules/@formatjs/bigdecimal": {
-      "version": "0.2.0",
-      "resolved": "https://registry.npmjs.org/@formatjs/bigdecimal/-/bigdecimal-0.2.0.tgz",
-      "integrity": "sha512-GeaxHZbUoYvHL9tC5eltHLs+1zU70aPw0s7LwqgktIzF5oMhNY4o4deEtusJMsq7WFJF3Ye2zQEzdG8beVk73w==",
+      "version": "0.2.5",
+      "resolved": "https://registry.npmjs.org/@formatjs/bigdecimal/-/bigdecimal-0.2.5.tgz",
+      "integrity": "sha512-2XTKNrZRaCUyXK2976wfutqxMBuPO/S/zbJnQdysLI2Zy5mWPVNVEkE6tsTcSVWSE7DgO88t8DtBy+uf3I8bxg==",
       "dev": true,
       "license": "MIT"
     },
-    "node_modules/@formatjs/ecma402-abstract": {
-      "version": "3.2.0",
-      "resolved": "https://registry.npmjs.org/@formatjs/ecma402-abstract/-/ecma402-abstract-3.2.0.tgz",
-      "integrity": "sha512-dHnqHgBo6GXYGRsepaE1wmsC2etaivOWd5VaJstZd+HI2zR3DCUjbDVZRtoPGkkXZmyHvBwrdEUuqfvzhF/DtQ==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "@formatjs/bigdecimal": "0.2.0",
-        "@formatjs/fast-memoize": "3.1.1",
-        "@formatjs/intl-localematcher": "0.8.2"
-      }
-    },
     "node_modules/@formatjs/fast-memoize": {
-      "version": "3.1.1",
-      "resolved": "https://registry.npmjs.org/@formatjs/fast-memoize/-/fast-memoize-3.1.1.tgz",
-      "integrity": "sha512-CbNbf+tlJn1baRnPkNePnBqTLxGliG6DDgNa/UtV66abwIjwsliPMOt0172tzxABYzSuxZBZfcp//qI8AvBWPg==",
+      "version": "3.1.5",
+      "resolved": "https://registry.npmjs.org/@formatjs/fast-memoize/-/fast-memoize-3.1.5.tgz",
+      "integrity": "sha512-KLi3fan6WnCHmigd9pmEEN8Hid0v4wiFBW576M/d07KMWYecf1CvyMI3n34vCmHT4AoVqG2n702kiHbXjzZX2A==",
       "dev": true,
       "license": "MIT"
     },
     "node_modules/@formatjs/intl-durationformat": {
-      "version": "0.10.3",
-      "resolved": "https://registry.npmjs.org/@formatjs/intl-durationformat/-/intl-durationformat-0.10.3.tgz",
-      "integrity": "sha512-xRS3GaOlsQLwz0n56SvaddwEnl2NLPKBvYg2M32ak/27dodmVxFJz3j7Nqj7EwKyHTu3f/e+BeoKPrIDUSXTuQ==",
+      "version": "0.10.13",
+      "resolved": "https://registry.npmjs.org/@formatjs/intl-durationformat/-/intl-durationformat-0.10.13.tgz",
+      "integrity": "sha512-A1dBcOh1YrcRf/AbmZHFVXgIYkpAaFgyGaYavO/KutbqEXY3HI63o2E1ctmxmllfg3qn3TZGtZux42EFwHNTbg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@formatjs/ecma402-abstract": "3.2.0",
-        "@formatjs/intl-localematcher": "0.8.2"
+        "@formatjs/bigdecimal": "0.2.5",
+        "@formatjs/intl-localematcher": "0.8.9"
       }
     },
     "node_modules/@formatjs/intl-localematcher": {
-      "version": "0.8.2",
-      "resolved": "https://registry.npmjs.org/@formatjs/intl-localematcher/-/intl-localematcher-0.8.2.tgz",
-      "integrity": "sha512-q05KMYGJLyqFNFtIb8NhWLF5X3aK/k0wYt7dnRFuy6aLQL+vUwQ1cg5cO4qawEiINybeCPXAWlprY2mSBjSXAQ==",
+      "version": "0.8.9",
+      "resolved": "https://registry.npmjs.org/@formatjs/intl-localematcher/-/intl-localematcher-0.8.9.tgz",
+      "integrity": "sha512-GmB0F/gYh4Hdl4rLWjgDsgT+x4pB54fkJeRh8kAZ4XFzKeCK8dGs+SBJWXO42QZtOUni+IDWKNuCw6wiL4lTvw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@formatjs/fast-memoize": "3.1.1"
+        "@formatjs/fast-memoize": "3.1.5"
       }
     },
     "node_modules/@gar/promise-retry": {
@@ -9696,16 +9684,16 @@
       "license": "MIT"
     },
     "node_modules/@storybook/addon-docs": {
-      "version": "10.4.1",
-      "resolved": "https://registry.npmjs.org/@storybook/addon-docs/-/addon-docs-10.4.1.tgz",
-      "integrity": "sha512-IYqUdjoZe4VO2LFZlKL/gwy7DsQSWCq6hX+zc1MBmZo04yycDASk1tte57n9pdlW3ajw9yYMF/+lVBi+xQjyvw==",
+      "version": "10.4.2",
+      "resolved": "https://registry.npmjs.org/@storybook/addon-docs/-/addon-docs-10.4.2.tgz",
+      "integrity": "sha512-CtW1O4xSKZPNtpWgpfp4yB/x4pj/of+3MvlEDfErSlr3Hp3QmEa2pCLaecR08H5LJqJFlt1PtG0UrIynTvgW9w==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
         "@mdx-js/react": "^3.0.0",
-        "@storybook/csf-plugin": "10.4.1",
+        "@storybook/csf-plugin": "10.4.2",
         "@storybook/icons": "^2.0.2",
-        "@storybook/react-dom-shim": "10.4.1",
+        "@storybook/react-dom-shim": "10.4.2",
         "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
         "react-dom": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
         "ts-dedent": "^2.0.0"
@@ -9716,7 +9704,7 @@
       },
       "peerDependencies": {
         "@types/react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
-        "storybook": "^10.4.1"
+        "storybook": "^10.4.2"
       },
       "peerDependenciesMeta": {
         "@types/react": {
@@ -9724,45 +9712,10 @@
         }
       }
     },
-    "node_modules/@storybook/addon-docs/node_modules/@storybook/csf-plugin": {
-      "version": "10.4.1",
-      "resolved": "https://registry.npmjs.org/@storybook/csf-plugin/-/csf-plugin-10.4.1.tgz",
-      "integrity": "sha512-WdPepGBxDGOUDjYd8KxMtcf+us/2PAcnBczl77XtrnxxHNs0jWesxKkiJ9yiuGrge4BPhDeAj6rxjbBoaHxLBA==",
-      "dev": true,
-      "license": "MIT",
-      "dependencies": {
-        "unplugin": "^2.3.5"
-      },
-      "funding": {
-        "type": "opencollective",
-        "url": "https://opencollective.com/storybook"
-      },
-      "peerDependencies": {
-        "esbuild": "*",
-        "rollup": "*",
-        "storybook": "^10.4.1",
-        "vite": "*",
-        "webpack": "*"
-      },
-      "peerDependenciesMeta": {
-        "esbuild": {
-          "optional": true
-        },
-        "rollup": {
-          "optional": true
-        },
-        "vite": {
-          "optional": true
-        },
-        "webpack": {
-          "optional": true
-        }
-      }
-    },
     "node_modules/@storybook/addon-links": {
-      "version": "10.4.1",
-      "resolved": "https://registry.npmjs.org/@storybook/addon-links/-/addon-links-10.4.1.tgz",
-      "integrity": "sha512-h/5D23GwMuHA55sB7XDyhByF9psF7UFmaQOn72pjNAarew5eOpue5A+jXk3AKEYokHbvgQaoz+FrvWo9GEfSKQ==",
+      "version": "10.4.2",
+      "resolved": "https://registry.npmjs.org/@storybook/addon-links/-/addon-links-10.4.2.tgz",
+      "integrity": "sha512-cU8h4/m+oAr8UUwF4teZG2N1ilV+vU+98Ii/Ma+IIx9M/V7i5544UxfAz84dV5Rx2Oho6x8XH3gIvmevSyPi/Q==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -9775,7 +9728,7 @@
       "peerDependencies": {
         "@types/react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
         "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
-        "storybook": "^10.4.1"
+        "storybook": "^10.4.2"
       },
       "peerDependenciesMeta": {
         "@types/react": {
@@ -9787,13 +9740,13 @@
       }
     },
     "node_modules/@storybook/builder-webpack5": {
-      "version": "10.4.1",
-      "resolved": "https://registry.npmjs.org/@storybook/builder-webpack5/-/builder-webpack5-10.4.1.tgz",
-      "integrity": "sha512-3Ah4jUjg8nEms/5JV6odtQj9+pQ1DT/04s/V6dZKThGdl85YTrYUZV5OTgbNxYbmQn/TwpWWjQlcW8ulpo2WBw==",
+      "version": "10.4.2",
+      "resolved": "https://registry.npmjs.org/@storybook/builder-webpack5/-/builder-webpack5-10.4.2.tgz",
+      "integrity": "sha512-nhmV0+nThCgy1y5742SS7c4vJrd5/1KfCXCNfsJ1v4Rkq7NIQnUhEIBwkSaY63lqH7FRHlFxIjwGS63veiCJuw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@storybook/core-webpack": "10.4.1",
+        "@storybook/core-webpack": "10.4.2",
         "case-sensitive-paths-webpack-plugin": "^2.4.0",
         "cjs-module-lexer": "^1.2.3",
         "css-loader": "^7.1.2",
@@ -9814,7 +9767,7 @@
         "url": "https://opencollective.com/storybook"
       },
       "peerDependencies": {
-        "storybook": "^10.4.1"
+        "storybook": "^10.4.2"
       },
       "peerDependenciesMeta": {
         "typescript": {
@@ -9823,9 +9776,9 @@
       }
     },
     "node_modules/@storybook/core-webpack": {
-      "version": "10.4.1",
-      "resolved": "https://registry.npmjs.org/@storybook/core-webpack/-/core-webpack-10.4.1.tgz",
-      "integrity": "sha512-Wert/4ou5WRl8WYWWS8bBW7Lxa/ASMEuQ3EVuG3SITAtPNvKDKqTFBjZLx9eJSefkX6fJ3yG85FFUOPsv6GemQ==",
+      "version": "10.4.2",
+      "resolved": "https://registry.npmjs.org/@storybook/core-webpack/-/core-webpack-10.4.2.tgz",
+      "integrity": "sha512-qnYKMruU8lvI4yaq2PA9Gmxjrc7EZ3DRBI/cVKwEgOIREoxzr1F1IE7t7+325k9Phylue7E5rD3A7yjxeEKUyw==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -9836,7 +9789,42 @@
         "url": "https://opencollective.com/storybook"
       },
       "peerDependencies": {
-        "storybook": "^10.4.1"
+        "storybook": "^10.4.2"
+      }
+    },
+    "node_modules/@storybook/csf-plugin": {
+      "version": "10.4.2",
+      "resolved": "https://registry.npmjs.org/@storybook/csf-plugin/-/csf-plugin-10.4.2.tgz",
+      "integrity": "sha512-GqX/2DeF3/jKs5D7gpDiuT9gd0c/f2TKcnQ5av4/s3YqeN+0nhm7btkCrDfgF16uzE1Zj3OrkxvB3AOkfxWgDg==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "unplugin": "^2.3.5"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/storybook"
+      },
+      "peerDependencies": {
+        "esbuild": "*",
+        "rollup": "*",
+        "storybook": "^10.4.2",
+        "vite": "*",
+        "webpack": "*"
+      },
+      "peerDependenciesMeta": {
+        "esbuild": {
+          "optional": true
+        },
+        "rollup": {
+          "optional": true
+        },
+        "vite": {
+          "optional": true
+        },
+        "webpack": {
+          "optional": true
+        }
       }
     },
     "node_modules/@storybook/global": {
@@ -9858,13 +9846,13 @@
       }
     },
     "node_modules/@storybook/preset-react-webpack": {
-      "version": "10.4.1",
-      "resolved": "https://registry.npmjs.org/@storybook/preset-react-webpack/-/preset-react-webpack-10.4.1.tgz",
-      "integrity": "sha512-uAR/C/oDZYhReaYpD4Rd5S4VWcXP2XO8+BwXwanKt4UHbYfOw7AQgBTeZ/6Wns/0xIXhOoA1rxO5TA2wDLUjLA==",
+      "version": "10.4.2",
+      "resolved": "https://registry.npmjs.org/@storybook/preset-react-webpack/-/preset-react-webpack-10.4.2.tgz",
+      "integrity": "sha512-21ld380f0/jTTitkfhTKgP3FBnVAgMu1P1ymrRyiFYJVSJBA5YejndFFBo0ugq9iGGsHXrVdOphC/OJKbTSWRQ==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@storybook/core-webpack": "10.4.1",
+        "@storybook/core-webpack": "10.4.2",
         "@storybook/react-docgen-typescript-plugin": "1.0.6--canary.9.0c3f3b7.0",
         "@types/semver": "^7.7.1",
         "magic-string": "^0.30.5",
@@ -9881,7 +9869,7 @@
       "peerDependencies": {
         "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
         "react-dom": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
-        "storybook": "^10.4.1"
+        "storybook": "^10.4.2"
       },
       "peerDependenciesMeta": {
         "typescript": {
@@ -9890,14 +9878,14 @@
       }
     },
     "node_modules/@storybook/react": {
-      "version": "10.4.1",
-      "resolved": "https://registry.npmjs.org/@storybook/react/-/react-10.4.1.tgz",
-      "integrity": "sha512-WuYz4NaUk4gmFAMliSpCbV8w6jP5OY9juBfw1huwzu2S/k5FhnVXwmrUaL0fmf3Bq/7NgkzmBBbZr6I6LuHayQ==",
+      "version": "10.4.2",
+      "resolved": "https://registry.npmjs.org/@storybook/react/-/react-10.4.2.tgz",
+      "integrity": "sha512-NfEH3CrdCAgUV4Z7SPN3Iw6nofcueqtRj8iHuo77GNjz0qSfuVi9iS7a8o7x7QFSeIBZwS0Jv3CgmhN8qvoLjg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
         "@storybook/global": "^5.0.0",
-        "@storybook/react-dom-shim": "10.4.1",
+        "@storybook/react-dom-shim": "10.4.2",
         "react-docgen": "^8.0.2",
         "react-docgen-typescript": "^2.2.2"
       },
@@ -9910,7 +9898,7 @@
         "@types/react-dom": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
         "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
         "react-dom": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
-        "storybook": "^10.4.1",
+        "storybook": "^10.4.2",
         "typescript": ">= 4.9.x"
       },
       "peerDependenciesMeta": {
@@ -9990,9 +9978,9 @@
       }
     },
     "node_modules/@storybook/react-dom-shim": {
-      "version": "10.4.1",
-      "resolved": "https://registry.npmjs.org/@storybook/react-dom-shim/-/react-dom-shim-10.4.1.tgz",
-      "integrity": "sha512-6QFqfDNH4DMrt7yHKRfpqRopsVUc/Az+sXIdJ39IetYnHUxL3nW4NVaPc6uy/8Qi8urzUyEXL/nn7cpSIP2aPQ==",
+      "version": "10.4.2",
+      "resolved": "https://registry.npmjs.org/@storybook/react-dom-shim/-/react-dom-shim-10.4.2.tgz",
+      "integrity": "sha512-Eng3Yt2NCjPX94QcfyLeUFhrMj0hec2yU9J/qafBVbfj9XrFI8o+0ZwYJ7uXb9ECbvPN4y06dgt/2W/LiR417w==",
       "dev": true,
       "license": "MIT",
       "funding": {
@@ -10004,7 +9992,7 @@
         "@types/react-dom": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
         "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
         "react-dom": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
-        "storybook": "^10.4.1"
+        "storybook": "^10.4.2"
       },
       "peerDependenciesMeta": {
         "@types/react": {
@@ -10016,15 +10004,15 @@
       }
     },
     "node_modules/@storybook/react-webpack5": {
-      "version": "10.4.1",
-      "resolved": "https://registry.npmjs.org/@storybook/react-webpack5/-/react-webpack5-10.4.1.tgz",
-      "integrity": "sha512-2jF231DrEk70I8+wVakCnKtpweGFNfxdaov883Rve0TFvhxZs42Y9PpKzSf4rusvSrWc9jdWuJ2k7ERbS50MLg==",
+      "version": "10.4.2",
+      "resolved": "https://registry.npmjs.org/@storybook/react-webpack5/-/react-webpack5-10.4.2.tgz",
+      "integrity": "sha512-x7xwGLxU0w6/qi29/cHhua8qiCvfE05ku4pPLTXF8TsP/zfGsY8tbdlKO2+YKp+iBG8vafVc//ZXOAty1oypDA==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
-        "@storybook/builder-webpack5": "10.4.1",
-        "@storybook/preset-react-webpack": "10.4.1",
-        "@storybook/react": "10.4.1"
+        "@storybook/builder-webpack5": "10.4.2",
+        "@storybook/preset-react-webpack": "10.4.2",
+        "@storybook/react": "10.4.2"
       },
       "funding": {
         "type": "opencollective",
@@ -10033,7 +10021,7 @@
       "peerDependencies": {
         "react": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
         "react-dom": "^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0",
-        "storybook": "^10.4.1",
+        "storybook": "^10.4.2",
         "typescript": ">= 4.9.x"
       },
       "peerDependenciesMeta": {
@@ -19421,9 +19409,9 @@
       }
     },
     "node_modules/eslint-plugin-storybook": {
-      "version": "10.4.1",
-      "resolved": "https://registry.npmjs.org/eslint-plugin-storybook/-/eslint-plugin-storybook-10.4.1.tgz",
-      "integrity": "sha512-sLEvd/7lg/LtXwMjj3iFxZtoeAC/8l1Qhuw3Noa8iF8i0UIgAejUs7k6DNSqHkwrPR8caWT4+3fxdMXs1iGLTg==",
+      "version": "10.4.2",
+      "resolved": "https://registry.npmjs.org/eslint-plugin-storybook/-/eslint-plugin-storybook-10.4.2.tgz",
+      "integrity": "sha512-l3/vzLRmb8VSi3X1Bo6/Pa+64naw1jFsZE5jPPA4izvVdNhH1rF4rGuOC3kDTU926qKVBQtKua8D24XWQtvcGg==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -19431,7 +19419,7 @@
       },
       "peerDependencies": {
         "eslint": ">=8",
-        "storybook": "^10.4.1"
+        "storybook": "^10.4.2"
       }
     },
     "node_modules/eslint-plugin-testing-library": {
@@ -20933,9 +20921,9 @@
       }
     },
     "node_modules/fuse.js": {
-      "version": "7.4.0",
-      "resolved": "https://registry.npmjs.org/fuse.js/-/fuse.js-7.4.0.tgz",
-      "integrity": "sha512-3UqmoSFwzX1sNB1YSk+Co0EdH29XCW2p9g48OAiy93cjKqzuABsqw2VIgSN3CmsT/wo6pIJ3F0Jxeiiby8rhIQ==",
+      "version": "7.4.1",
+      "resolved": "https://registry.npmjs.org/fuse.js/-/fuse.js-7.4.1.tgz",
+      "integrity": "sha512-AY7lKAXK71hi3WgUvDy6oZL67UEHOOtvCAwVdOXHyJd6ZzftBy7QqxuXt4HxmmAhYjmp/YCuOELZtIvAdlZ+fw==",
       "license": "Apache-2.0",
       "engines": {
         "node": ">=10"
@@ -39048,9 +39036,9 @@
       }
     },
     "node_modules/storybook": {
-      "version": "10.4.1",
-      "resolved": "https://registry.npmjs.org/storybook/-/storybook-10.4.1.tgz",
-      "integrity": "sha512-V1Zd2e+gBFufqAQVZ1JR8KLqALsEZ3JYSBnWwQbKa6zCfWWanR6AFMyuOkLt2gZOgGp3h2Riuz88pGNVTQSG0A==",
+      "version": "10.4.2",
+      "resolved": "https://registry.npmjs.org/storybook/-/storybook-10.4.2.tgz",
+      "integrity": "sha512-5Ax5vbHxFgMBGGhQDm75Rrumm/HZC4ICFhMcJaM0UlqnC/4FKj/IaZtImZFupknyiiyUEcWHPQFA2kX3/VSv1A==",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -45375,7 +45363,7 @@
         "@deck.gl/extensions": "~9.2.9",
         "@deck.gl/geo-layers": "~9.2.5",
         "@deck.gl/layers": "~9.2.5",
-        "@deck.gl/mapbox": "~9.3.2",
+        "@deck.gl/mapbox": "^9.3.3",
         "@deck.gl/mesh-layers": "~9.2.5",
         "@luma.gl/constants": "~9.2.5",
         "@luma.gl/core": "~9.2.5",
@@ -45423,9 +45411,9 @@
       }
     },
     "plugins/preset-chart-deckgl/node_modules/@deck.gl/mapbox": {
-      "version": "9.3.2",
-      "resolved": "https://registry.npmjs.org/@deck.gl/mapbox/-/mapbox-9.3.2.tgz",
-      "integrity": "sha512-+T9pJwsOXwjUxyGN6oiBMfIs28VtDIG1V1Rqz4qqn4TjjNEFFw+xO0olJIg8FO5IAqw2OtePdsrMj0tX8tHdGQ==",
+      "version": "9.3.3",
+      "resolved": "https://registry.npmjs.org/@deck.gl/mapbox/-/mapbox-9.3.3.tgz",
+      "integrity": "sha512-aUPqrwF6wkx+EtvKA3SaiK+UROMnZSmgEJWZ1qSKFSiH//kPuo5imbtXyan8sGhOet7NjnfEwJqFA3EBk7zDLA==",
       "license": "MIT",
       "dependencies": {
         "@math.gl/web-mercator": "^4.1.0"

superset-frontend/package.json

@@ -178,7 +178,7 @@
     "echarts": "^5.6.0",
     "fast-glob": "^3.3.2",
     "fs-extra": "^11.3.5",
-    "fuse.js": "^7.3.0",
+    "fuse.js": "^7.4.1",
     "geolib": "^3.3.14",
     "geostyler": "^18.6.0",
     "geostyler-data": "^1.1.0",
@@ -261,13 +261,13 @@
     "@babel/types": "^7.29.7",
     "@emotion/babel-plugin": "^11.13.5",
     "@emotion/jest": "^11.14.2",
-    "@formatjs/intl-durationformat": "^0.10.3",
+    "@formatjs/intl-durationformat": "^0.10.13",
     "@istanbuljs/nyc-config-typescript": "^1.0.1",
     "@playwright/test": "^1.60.0",
     "@pmmmwh/react-refresh-webpack-plugin": "^0.6.2",
-    "@storybook/addon-docs": "10.4.1",
-    "@storybook/addon-links": "10.4.1",
-    "@storybook/react-webpack5": "10.4.1",
+    "@storybook/addon-docs": "10.4.2",
+    "@storybook/addon-links": "10.4.2",
+    "@storybook/react-webpack5": "10.4.2",
     "@storybook/test-runner": "0.24.4",
     "@svgr/webpack": "^8.1.0",
     "@swc/core": "^1.15.40",
@@ -325,7 +325,7 @@
     "eslint-plugin-prettier": "^5.5.6",
     "eslint-plugin-react-prefer-function-component": "^5.0.0",
     "eslint-plugin-react-you-might-not-need-an-effect": "^0.10.4",
-    "eslint-plugin-storybook": "10.4.1",
+    "eslint-plugin-storybook": "10.4.2",
     "eslint-plugin-testing-library": "^7.16.2",
     "eslint-plugin-theme-colors": "file:eslint-rules/eslint-plugin-theme-colors",
     "fetch-mock": "^12.6.0",
@@ -355,7 +355,7 @@
     "source-map": "^0.7.6",
     "source-map-support": "^0.5.21",
     "speed-measure-webpack-plugin": "^1.6.0",
-    "storybook": "10.4.1",
+    "storybook": "10.4.2",
     "style-loader": "^4.0.0",
     "swc-loader": "^0.2.7",
     "terser-webpack-plugin": "^5.6.1",

superset-frontend/packages/superset-core/src/menus/index.ts

@@ -37,7 +37,7 @@
  * ```
  */
 
-import { Disposable } from '../common';
+import { Disposable, Event } from '../common';
 
 /**
  * Represents a menu item that links a view to a command.
@@ -102,3 +102,37 @@ export declare function registerMenuItem(
  * ```
  */
 export declare function getMenu(location: string): Menu | undefined;
+
+/**
+ * Event fired when a menu item is registered.
+ */
+export interface MenuItemRegisteredEvent {
+  /** The menu item that was registered. */
+  item: MenuItem;
+  /** The location where the item was registered. */
+  location: string;
+  /** The group the item was placed in. */
+  group: 'primary' | 'secondary' | 'context';
+}
+
+/**
+ * Event fired when a menu item is unregistered.
+ */
+export interface MenuItemUnregisteredEvent {
+  /** The menu item that was unregistered. */
+  item: MenuItem;
+  /** The location where the item was registered. */
+  location: string;
+  /** The group the item was placed in. */
+  group: 'primary' | 'secondary' | 'context';
+}
+
+/**
+ * Event fired when a menu item is registered.
+ */
+export declare const onDidRegisterMenuItem: Event<MenuItemRegisteredEvent>;
+
+/**
+ * Event fired when a menu item is unregistered.
+ */
+export declare const onDidUnregisterMenuItem: Event<MenuItemUnregisteredEvent>;

superset-frontend/packages/superset-core/src/views/index.ts

@@ -36,7 +36,7 @@
  */
 
 import { ReactElement } from 'react';
-import { Disposable } from '../common';
+import { Disposable, Event } from '../common';
 
 /**
  * Represents a contributed view in the application.
@@ -88,3 +88,33 @@ export declare function registerView(
  * ```
  */
 export declare function getViews(location: string): View[] | undefined;
+
+/**
+ * Event fired when a view is registered.
+ */
+export interface ViewRegisteredEvent {
+  /** The descriptor of the view that was registered. */
+  view: View;
+  /** The location where the view was registered. */
+  location: string;
+}
+
+/**
+ * Event fired when a view is unregistered.
+ */
+export interface ViewUnregisteredEvent {
+  /** The descriptor of the view that was unregistered. */
+  view: View;
+  /** The location where the view was registered. */
+  location: string;
+}
+
+/**
+ * Event fired when a view is registered.
+ */
+export declare const onDidRegisterView: Event<ViewRegisteredEvent>;
+
+/**
+ * Event fired when a view is unregistered.
+ */
+export declare const onDidUnregisterView: Event<ViewUnregisteredEvent>;

superset-frontend/packages/superset-ui-core/package.json

@@ -43,7 +43,7 @@
     "d3-time": "^3.1.0",
     "d3-time-format": "^4.1.0",
     "dayjs": "^1.11.21",
-    "dompurify": "^3.4.7",
+    "dompurify": "^3.4.8",
     "fetch-retry": "^6.0.0",
     "handlebars": "^4.7.9",
     "jed": "^1.1.1",

superset-frontend/packages/superset-ui-core/test/number-format/factories/createDurationFormatter.test.ts

@@ -35,7 +35,7 @@ test('format milliseconds in human readable format with default options', () =>
 });
 test('format seconds in human readable format with default options', () => {
   const formatter = createDurationFormatter({ multiplier: 1000 });
-  expect(formatter(-0.5)).toBe('-0s');
+  expect(formatter(-0.5)).toBe('0s');
   expect(formatter(0.5)).toBe('0s');
   expect(formatter(1)).toBe('1s');
   expect(formatter(30)).toBe('30s');

superset-frontend/plugins/legacy-preset-chart-nvd3/package.json

@@ -34,7 +34,7 @@
     "fast-safe-stringify": "^2.1.1",
     "lodash": "^4.18.1",
     "nvd3-fork": "^2.0.5",
-    "dompurify": "^3.4.7",
+    "dompurify": "^3.4.8",
     "prop-types": "^15.8.1",
     "urijs": "^1.19.11"
   },

superset-frontend/plugins/preset-chart-deckgl/package.json

@@ -29,7 +29,7 @@
     "@deck.gl/extensions": "~9.2.9",
     "@deck.gl/geo-layers": "~9.2.5",
     "@deck.gl/layers": "~9.2.5",
-    "@deck.gl/mapbox": "~9.3.2",
+    "@deck.gl/mapbox": "~9.3.3",
     "@deck.gl/mesh-layers": "~9.2.5",
     "@luma.gl/constants": "~9.2.5",
     "@luma.gl/core": "~9.2.5",

superset-frontend/spec/fixtures/mockNativeFilters.ts

@@ -19,6 +19,7 @@
 import {
   DataMaskStateWithId,
   ExtraFormData,
+  Filter,
   NativeFiltersState,
   NativeFilterType,
 } from '@superset-ui/core';
@@ -458,6 +459,25 @@ export const mockQueryDataForCountries = [
   { country_name: 'Zimbabwe', 'SUM(SP_POP_TOTL)': 509866860 },
 ];
 
+export const createSelectNativeFilter = (
+  id: string,
+  name: string,
+  column: string = name,
+): Filter => ({
+  id,
+  name,
+  type: NativeFilterType.NativeFilter,
+  filterType: 'filter_select',
+  targets: [{ datasetId: 2, column: { name: column } }],
+  defaultDataMask: { filterState: { value: null }, extraFormData: {} },
+  controlValues: {},
+  cascadeParentIds: [],
+  scope: { rootPath: ['ROOT_ID'], excluded: [] },
+  description: '',
+  chartsInScope: [],
+  tabsInScope: [],
+});
+
 export const buildNativeFilter = (
   id: string,
   name: string,

superset-frontend/src/SqlLab/components/AppLayout/index.tsx

@@ -22,7 +22,7 @@ import type { SqlLabRootState } from 'src/SqlLab/types';
 import { css, styled } from '@apache-superset/core/theme';
 import { useComponentDidUpdate } from '@superset-ui/core';
 import { Grid } from '@superset-ui/core/components';
-import { views } from 'src/core';
+import { useViews } from 'src/core';
 import { Splitter } from 'src/components/Splitter';
 import useEffectEvent from 'src/hooks/useEffectEvent';
 import useStoredSidebarWidth from 'src/components/ResizableSidebar/useStoredSidebarWidth';
@@ -96,7 +96,7 @@ const AppLayout: React.FC<{ children?: React.ReactNode }> = ({ children }) => {
       setRightWidth(possibleRightWidth);
     }
   };
-  const viewItems = views.getViews(ViewLocations.sqllab.rightSidebar) || [];
+  const viewItems = useViews(ViewLocations.sqllab.rightSidebar) || [];
 
   return (
     <StyledContainer>

superset-frontend/src/SqlLab/components/SouthPane/index.tsx

@@ -31,7 +31,7 @@ import { Icons } from '@superset-ui/core/components/Icons';
 import { SqlLabRootState } from 'src/SqlLab/types';
 import { ViewLocations } from 'src/SqlLab/contributions';
 import PanelToolbar from 'src/components/PanelToolbar';
-import { views } from 'src/core';
+import { useViews } from 'src/core';
 import { resolveView } from 'src/core/views';
 import useQueryEditor from 'src/SqlLab/hooks/useQueryEditor';
 import useLogAction from 'src/logger/useLogAction';
@@ -107,7 +107,7 @@ const SouthPane = ({
   const editorId = tabViewId ?? id;
   const theme = useTheme();
   const dispatch = useAppDispatch();
-  const viewItems = views.getViews(ViewLocations.sqllab.panels) || [];
+  const viewItems = useViews(ViewLocations.sqllab.panels) || [];
   const { offline, tables } = useSelector(
     ({ sqlLab: { offline, tables } }: SqlLabRootState) => ({
       offline,

superset-frontend/src/SqlLab/components/StatusBar/index.tsx

@@ -19,7 +19,7 @@
 import { styled } from '@apache-superset/core/theme';
 import { Flex } from '@superset-ui/core/components';
 import ViewListExtension from 'src/components/ViewListExtension';
-import { views } from 'src/core';
+import { useViews } from 'src/core';
 import { SQL_EDITOR_STATUSBAR_HEIGHT } from 'src/SqlLab/constants';
 import { ViewLocations } from 'src/SqlLab/contributions';
 
@@ -38,7 +38,7 @@ const Container = styled(Flex)`
 `;
 
 const StatusBar = () => {
-  const statusBarViews = views.getViews(ViewLocations.sqllab.statusBar) || [];
+  const statusBarViews = useViews(ViewLocations.sqllab.statusBar) || [];
 
   return (
     <>

superset-frontend/src/components/PanelToolbar/index.tsx

@@ -17,11 +17,12 @@
  * under the License.
  */
 import { useMemo } from 'react';
+import { useMenu } from 'src/core';
 import { css, useTheme } from '@apache-superset/core/theme';
 import { Button, Divider, Dropdown } from '@superset-ui/core/components';
 import { Menu, MenuItemType } from '@superset-ui/core/components/Menu';
 import { Icons } from '@superset-ui/core/components/Icons';
-import { commands, menus } from 'src/core';
+import { commands } from 'src/core';
 
 export interface PanelToolbarProps {
   viewId: string;
@@ -35,7 +36,7 @@ const PanelToolbar = ({
   defaultSecondaryActions,
 }: PanelToolbarProps) => {
   const theme = useTheme();
-  const menu = menus.getMenu(viewId);
+  const menu = useMenu(viewId);
 
   const primaryItems = menu?.primary || [];
   const secondaryItems = menu?.secondary || [];

superset-frontend/src/core/editors/EditorHost.test.tsx

@@ -39,8 +39,7 @@ jest.mock('./EditorProviders', () => ({
     getInstance: () => ({
       getProvider: jest.fn().mockReturnValue(undefined),
       hasProvider: jest.fn().mockReturnValue(false),
-      onDidRegister: jest.fn().mockReturnValue({ dispose: jest.fn() }),
-      onDidUnregister: jest.fn().mockReturnValue({ dispose: jest.fn() }),
+      subscribe: jest.fn().mockReturnValue(() => {}),
     }),
   },
 }));

superset-frontend/src/core/editors/EditorHost.tsx

@@ -26,13 +26,12 @@
  * back to the default Ace editor.
  */
 
-import { useState, useEffect, forwardRef } from 'react';
+import { useSyncExternalStore, forwardRef } from 'react';
 import type { editors } from '@apache-superset/core';
 import { useTheme } from '@apache-superset/core/theme';
 import EditorProviders from './EditorProviders';
 import AceEditorProvider from './AceEditorProvider';
 
-type EditorLanguage = editors.EditorLanguage;
 type EditorProps = editors.EditorProps;
 type EditorHandle = editors.EditorHandle;
 
@@ -42,49 +41,6 @@ type EditorHandle = editors.EditorHandle;
  */
 export type EditorHostProps = EditorProps;
 
-/**
- * Hook to track editor provider changes.
- * Returns the provider for the specified language and re-renders when it changes.
- */
-const useEditorProvider = (language: EditorLanguage) => {
-  const manager = EditorProviders.getInstance();
-  const [provider, setProvider] = useState(() => manager.getProvider(language));
-
-  useEffect(() => {
-    // Helper to safely update provider state, always fetching latest from manager
-    const updateProvider = () => {
-      setProvider(prev => {
-        const current = manager.getProvider(language);
-        return current !== prev ? current : prev;
-      });
-    };
-
-    // Subscribe to provider changes
-    const registerDisposable = manager.onDidRegister(event => {
-      if (event.editor.languages.includes(language)) {
-        updateProvider();
-      }
-    });
-
-    const unregisterDisposable = manager.onDidUnregister(event => {
-      if (event.editor.languages.includes(language)) {
-        updateProvider();
-      }
-    });
-
-    // Check for provider on mount (in case it was registered before this component mounted)
-    updateProvider();
-
-    return () => {
-      registerDisposable.dispose();
-      unregisterDisposable.dispose();
-    };
-    // eslint-disable-next-line react-hooks/exhaustive-deps
-  }, [language, manager]);
-
-  return provider;
-};
-
 /**
  * EditorHost component that dynamically resolves and renders the appropriate editor.
  *
@@ -106,7 +62,12 @@ const useEditorProvider = (language: EditorLanguage) => {
 const EditorHost = forwardRef<EditorHandle, EditorHostProps>((props, ref) => {
   const { language } = props;
   const theme = useTheme();
-  const provider = useEditorProvider(language);
+  const manager = EditorProviders.getInstance();
+  const provider = useSyncExternalStore(
+    manager.subscribe,
+    () => manager.getProvider(language),
+    () => undefined,
+  );
 
   // Merge theme into props
   const propsWithTheme = { ...props, theme };

superset-frontend/src/core/editors/EditorProviders.ts

@@ -93,6 +93,17 @@ class EditorProviders {
    */
   private unregisterEmitter = new EventEmitter<EditorUnregisteredEvent>();
 
+  private syncListeners: Set<() => void> = new Set();
+
+  /**
+   * Stable-reference subscribe function for useSyncExternalStore.
+   * Defined as an arrow property so the reference is bound to this instance at construction.
+   */
+  public subscribe = (listener: () => void): (() => void) => {
+    this.syncListeners.add(listener);
+    return () => this.syncListeners.delete(listener);
+  };
+
   // eslint-disable-next-line no-useless-constructor
   private constructor() {
     // Private constructor for singleton pattern
@@ -145,6 +156,7 @@ class EditorProviders {
 
     // Fire registration event
     this.registerEmitter.fire({ editor });
+    this.syncListeners.forEach(l => l());
 
     // Return disposable for cleanup
     return new Disposable(() => {
@@ -176,6 +188,7 @@ class EditorProviders {
 
     // Fire unregistration event
     this.unregisterEmitter.fire({ editor });
+    this.syncListeners.forEach(l => l());
   }
 
   /**
@@ -234,6 +247,7 @@ class EditorProviders {
   public reset(): void {
     this.providers.clear();
     this.languageToProvider.clear();
+    this.syncListeners.clear();
   }
 }
 

superset-frontend/src/core/editors/index.ts

@@ -24,6 +24,7 @@
  * and resolution functions declared in the API types.
  */
 
+import { useSyncExternalStore } from 'react';
 import { editors as editorsApi } from '@apache-superset/core';
 import { Disposable } from '../models';
 import EditorProviders from './EditorProviders';
@@ -109,6 +110,23 @@ export const onDidUnregisterEditor = (
   return manager.onDidUnregister(listener);
 };
 
+/**
+ * Hook that returns the editor provider for a specific language and re-renders when it changes.
+ *
+ * @param language The language to get an editor for
+ * @returns The editor provider or undefined if no extension provides one
+ */
+export const useEditor = (
+  language: EditorLanguage,
+): EditorProvider | undefined => {
+  const manager = EditorProviders.getInstance();
+  return useSyncExternalStore(
+    manager.subscribe,
+    () => manager.getProvider(language),
+    () => undefined,
+  );
+};
+
 /**
  * Editors API object for use in the extension system.
  */

superset-frontend/src/core/menus/index.ts

@@ -24,11 +24,14 @@
  * Extensions register menu items as side effects at import time.
  */
 
+import { useSyncExternalStore } from 'react';
 import type { menus as menusApi } from '@apache-superset/core';
 import { Disposable } from '../models';
 
 type MenuItem = menusApi.MenuItem;
 type Menu = menusApi.Menu;
+type MenuItemRegisteredEvent = menusApi.MenuItemRegisteredEvent;
+type MenuItemUnregisteredEvent = menusApi.MenuItemUnregisteredEvent;
 
 type StoredMenuItem = {
   item: MenuItem;
@@ -38,6 +41,27 @@ type StoredMenuItem = {
 
 const menuItems: StoredMenuItem[] = [];
 
+const syncListeners = new Set<() => void>();
+const subscribe = (listener: () => void) => {
+  syncListeners.add(listener);
+  return () => syncListeners.delete(listener);
+};
+
+const registerListeners = new Set<(e: MenuItemRegisteredEvent) => void>();
+const unregisterListeners = new Set<(e: MenuItemUnregisteredEvent) => void>();
+
+const menuCache = new Map<string, Menu | undefined>();
+const notifyRegister = (event: MenuItemRegisteredEvent) => {
+  menuCache.clear();
+  syncListeners.forEach(l => l());
+  registerListeners.forEach(l => l(event));
+};
+const notifyUnregister = (event: MenuItemUnregisteredEvent) => {
+  menuCache.clear();
+  syncListeners.forEach(l => l());
+  unregisterListeners.forEach(l => l(event));
+};
+
 const registerMenuItem: typeof menusApi.registerMenuItem = (
   item: MenuItem,
   location: string,
@@ -45,11 +69,13 @@ const registerMenuItem: typeof menusApi.registerMenuItem = (
 ): Disposable => {
   const stored: StoredMenuItem = { item, location, group };
   menuItems.push(stored);
+  notifyRegister({ item, location, group });
   return new Disposable(() => {
     const index = menuItems.indexOf(stored);
     if (index >= 0) {
       menuItems.splice(index, 1);
     }
+    notifyUnregister({ item, location, group });
   });
 };
 
@@ -77,7 +103,34 @@ const getMenu: typeof menusApi.getMenu = (
   return result;
 };
 
+export const useMenu = (location: string): Menu | undefined =>
+  useSyncExternalStore(
+    subscribe,
+    () => {
+      if (!menuCache.has(location)) {
+        menuCache.set(location, getMenu(location));
+      }
+      return menuCache.get(location);
+    },
+    () => undefined,
+  );
+
+export const onDidRegisterMenuItem: typeof menusApi.onDidRegisterMenuItem = (
+  listener: (e: MenuItemRegisteredEvent) => void,
+): Disposable => {
+  registerListeners.add(listener);
+  return new Disposable(() => registerListeners.delete(listener));
+};
+
+export const onDidUnregisterMenuItem: typeof menusApi.onDidUnregisterMenuItem =
+  (listener: (e: MenuItemUnregisteredEvent) => void): Disposable => {
+    unregisterListeners.add(listener);
+    return new Disposable(() => unregisterListeners.delete(listener));
+  };
+
 export const menus: typeof menusApi = {
   registerMenuItem,
   getMenu,
+  onDidRegisterMenuItem,
+  onDidUnregisterMenuItem,
 };

superset-frontend/src/core/views/index.ts

@@ -24,13 +24,15 @@
  * Extensions register views as side effects at import time.
  */
 
-import React, { ReactElement } from 'react';
+import React, { ReactElement, useSyncExternalStore } from 'react';
 import type { views as viewsApi } from '@apache-superset/core';
 import { ErrorBoundary } from 'src/components/ErrorBoundary';
 import ExtensionPlaceholder from 'src/extensions/ExtensionPlaceholder';
 import { Disposable } from '../models';
 
 type View = viewsApi.View;
+type ViewRegisteredEvent = viewsApi.ViewRegisteredEvent;
+type ViewUnregisteredEvent = viewsApi.ViewUnregisteredEvent;
 
 const viewRegistry: Map<
   string,
@@ -39,6 +41,27 @@ const viewRegistry: Map<
 
 const locationIndex: Map<string, Set<string>> = new Map();
 
+const syncListeners = new Set<() => void>();
+const subscribe = (listener: () => void) => {
+  syncListeners.add(listener);
+  return () => syncListeners.delete(listener);
+};
+
+const registerListeners = new Set<(e: ViewRegisteredEvent) => void>();
+const unregisterListeners = new Set<(e: ViewUnregisteredEvent) => void>();
+
+const viewsCache = new Map<string, View[] | undefined>();
+const notifyRegister = (event: ViewRegisteredEvent) => {
+  viewsCache.clear();
+  syncListeners.forEach(l => l());
+  registerListeners.forEach(l => l(event));
+};
+const notifyUnregister = (event: ViewUnregisteredEvent) => {
+  viewsCache.clear();
+  syncListeners.forEach(l => l());
+  unregisterListeners.forEach(l => l(event));
+};
+
 const registerView: typeof viewsApi.registerView = (
   view: View,
   location: string,
@@ -51,10 +74,12 @@ const registerView: typeof viewsApi.registerView = (
   const ids = locationIndex.get(location) ?? new Set();
   ids.add(id);
   locationIndex.set(location, ids);
+  notifyRegister({ view, location });
 
   return new Disposable(() => {
     viewRegistry.delete(id);
     locationIndex.get(location)?.delete(id);
+    notifyUnregister({ view, location });
   });
 };
 
@@ -77,7 +102,35 @@ const getViews: typeof viewsApi.getViews = (
     .filter((c): c is View => !!c);
 };
 
+export const useViews = (location: string): View[] | undefined =>
+  useSyncExternalStore(
+    subscribe,
+    () => {
+      if (!viewsCache.has(location)) {
+        viewsCache.set(location, getViews(location));
+      }
+      return viewsCache.get(location);
+    },
+    () => undefined,
+  );
+
+export const onDidRegisterView: typeof viewsApi.onDidRegisterView = (
+  listener: (e: ViewRegisteredEvent) => void,
+): Disposable => {
+  registerListeners.add(listener);
+  return new Disposable(() => registerListeners.delete(listener));
+};
+
+export const onDidUnregisterView: typeof viewsApi.onDidUnregisterView = (
+  listener: (e: ViewUnregisteredEvent) => void,
+): Disposable => {
+  unregisterListeners.add(listener);
+  return new Disposable(() => unregisterListeners.delete(listener));
+};
+
 export const views: typeof viewsApi = {
   registerView,
   getViews,
+  onDidRegisterView,
+  onDidUnregisterView,
 };

superset-frontend/src/dashboard/components/nativeFilters/FilterBar/FilterBar.test.tsx

@@ -960,3 +960,92 @@ test('Clicking the gear "Add or edit filters and controls" item opens the Filter
 
   expect(await screen.findByTestId('filter-modal')).toBeInTheDocument();
 });
+
+test('FilterBar with orientation=Horizontal routes to Horizontal layout instead of Vertical', async () => {
+  // Migrated from the disabled Cypress spec _skip.horizontalFilterBar.test.ts:
+  // proves the orientation prop selects the Horizontal subtree. The settings
+  // gear (FilterBarSettings) is rendered only by Horizontal.tsx — Vertical.tsx
+  // does not mount it — so its presence is a horizontal-exclusive positive
+  // signal that won't false-pass if vertical heading copy is tuned. We flush
+  // all pending fake timers to clear useInitialization's setTimeout
+  // regardless of the production timeout literal.
+  const filter = createFilter({
+    id: 'NATIVE_FILTER-h1',
+    name: 'Horizontal filter',
+  });
+  const dataMask = createDataMask(filter.id);
+  const state = createStateWithFilter(filter, dataMask, {
+    filterBarOrientation: FilterBarOrientation.Horizontal,
+  });
+
+  render(<FilterBar orientation={FilterBarOrientation.Horizontal} />, {
+    initialState: state,
+    useDnd: true,
+    useRedux: true,
+    useRouter: true,
+  });
+
+  await act(async () => {
+    jest.runAllTimers();
+  });
+
+  expect(screen.getByRole('img', { name: 'setting' })).toBeInTheDocument();
+});
+
+test('FilterBar with orientation=Horizontal and no filters shows empty state alongside default actions', async () => {
+  // Covers the second half of sc-107387 task #107390 ("show all default
+  // actions in horizontal mode"). The original Cypress spec asserted four
+  // affordances render when the bar is horizontal with no filters: the
+  // empty-state copy, the settings gear, the action-buttons block, and the
+  // create-filter entry inside the gear menu. The dropdown contents are
+  // already covered by FilterBarSettings.test.tsx; here we keep scope to
+  // the layout-level affordances that are exclusive to Horizontal.tsx.
+  // Reload-persistence (the rest of #107390) is out of RTL scope and stays
+  // queued for Playwright.
+  const state = {
+    ...stateWithoutNativeFilters,
+    dashboardInfo: {
+      id: 1,
+      dash_edit_perm: true,
+      metadata: {
+        native_filter_configuration: [],
+        filterBarOrientation: FilterBarOrientation.Horizontal,
+      },
+    },
+    dashboardState: {
+      ...stateWithoutNativeFilters.dashboardState,
+      activeTabs: ['ROOT_ID'],
+    },
+    nativeFilters: { filters: {}, filtersState: {} },
+  };
+
+  render(<FilterBar orientation={FilterBarOrientation.Horizontal} />, {
+    initialState: state,
+    useDnd: true,
+    useRedux: true,
+    useRouter: true,
+  });
+
+  await act(async () => {
+    jest.runAllTimers();
+  });
+
+  expect(screen.getByTestId('horizontal-filterbar-empty')).toHaveTextContent(
+    'No filters are currently added to this dashboard.',
+  );
+  expect(screen.getByRole('img', { name: 'setting' })).toBeInTheDocument();
+  expect(screen.getByTestId('filterbar-action-buttons')).toBeInTheDocument();
+});
+
+test('FilterBar with orientation=Vertical renders Vertical layout (sanity counterpart to the horizontal routing test)', () => {
+  // Paired control for the routing test above: with Vertical orientation,
+  // the settings gear must NOT be present (Vertical.tsx does not render
+  // FilterBarSettings). Confirms the routing signal is horizontal-exclusive,
+  // not a coincidence of when timers fire.
+  const props = createClosedBarProps();
+  renderFilterBar(props);
+  expect(screen.getByText('Filters and controls')).toBeInTheDocument();
+  expect(
+    screen.queryByRole('img', { name: 'setting' }),
+  ).not.toBeInTheDocument();
+});

superset-frontend/src/dashboard/components/nativeFilters/FilterBar/FilterControls/FilterControls.overflow.test.tsx

@@ -0,0 +1,305 @@
+/**
+ * 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 { Preset } from '@superset-ui/core';
+import type { DataMaskStateWithId } from '@superset-ui/core';
+import type {
+  DropdownContainerProps,
+  DropdownItem,
+} from '@superset-ui/core/components/DropdownContainer';
+import { SelectFilterPlugin } from 'src/filters/components';
+import { FilterBarOrientation } from 'src/dashboard/types';
+import { act, render, waitFor, within } from 'spec/helpers/testing-library';
+import { createSelectNativeFilter } from 'spec/fixtures/mockNativeFilters';
+import FilterControls from './FilterControls';
+
+// Capture every props snapshot DropdownContainer receives, plus the latest
+// onOverflowingStateChange callback. Tests drive overflow by invoking the
+// callback and then assert against the *next* captured props snapshot —
+// these are the values FilterControls itself computed (dropdownTriggerCount,
+// dropdownContent, items) so assertions exercise real production logic
+// rather than props the test handed in directly.
+const dropdownContainerProps: DropdownContainerProps[] = [];
+const callbackRef: {
+  current:
+    | ((s: { overflowed: string[]; notOverflowed: string[] }) => void)
+    | null;
+} = { current: null };
+
+// Mock the DropdownContainer subpath rather than the barrel
+// `@superset-ui/core/components` — mocking the barrel triggers a
+// circular re-export chain at requireActual time
+// (LabeledErrorBoundInput → ActionButton is undefined at that point).
+// The barrel's `export { DropdownContainer } from './DropdownContainer'`
+// resolves to this subpath, so the mock is picked up transparently.
+jest.mock('@superset-ui/core/components/DropdownContainer', () => {
+  const React = jest.requireActual('react');
+  const MockDropdownContainer = React.forwardRef(
+    (props: DropdownContainerProps, ref: React.Ref<unknown>) => {
+      dropdownContainerProps.push(props);
+      callbackRef.current = props.onOverflowingStateChange ?? null;
+      React.useImperativeHandle(ref, () => ({
+        open: jest.fn(),
+        close: jest.fn(),
+      }));
+      return (
+        <div data-test="dropdown-container-mock">
+          <div data-test="dropdown-items">
+            {props.items.map((item: DropdownItem) => (
+              <div key={item.id} data-test="dropdown-item">
+                {item.element}
+              </div>
+            ))}
+          </div>
+          <div data-test="dropdown-trigger-text">
+            {props.dropdownTriggerText}
+          </div>
+          <div data-test="dropdown-trigger-count">
+            {props.dropdownTriggerCount}
+          </div>
+          {props.dropdownContent && (
+            <div data-test="dropdown-content-mock">
+              {props.dropdownContent([])}
+            </div>
+          )}
+        </div>
+      );
+    },
+  );
+  return { __esModule: true, DropdownContainer: MockDropdownContainer };
+});
+
+class OverflowTestPreset extends Preset {
+  constructor() {
+    super({
+      name: 'FilterControls overflow test preset',
+      plugins: [new SelectFilterPlugin().configure({ key: 'filter_select' })],
+    });
+  }
+}
+new OverflowTestPreset().register();
+
+// Tabless dashboard layout ⇒ useSelectFiltersInScope returns all filters in
+// scope without needing to model tab parentage.
+const buildHorizontalState = (
+  filters: ReturnType<typeof createSelectNativeFilter>[],
+) => ({
+  dashboardInfo: {
+    id: 1,
+    dash_edit_perm: true,
+    filterBarOrientation: FilterBarOrientation.Horizontal,
+    metadata: {
+      native_filter_configuration: filters,
+    },
+  },
+  dashboardLayout: {
+    present: {
+      ROOT_ID: { type: 'ROOT', id: 'ROOT_ID', children: [] },
+    },
+    past: [],
+    future: [],
+  },
+  dashboardState: {
+    sliceIds: [],
+    activeTabs: ['ROOT_ID'],
+  },
+  charts: {},
+  nativeFilters: {
+    filters: filters.reduce(
+      (acc, f) => ({ ...acc, [f.id]: f }),
+      {} as Record<string, ReturnType<typeof createSelectNativeFilter>>,
+    ),
+    filtersState: {},
+  },
+  dataMask: {},
+  sliceEntities: { slices: {} },
+  datasources: {},
+});
+
+const buildDataMaskSelected = (
+  filters: ReturnType<typeof createSelectNativeFilter>[],
+  withValueIds: string[] = [],
+): DataMaskStateWithId =>
+  filters.reduce(
+    (acc, f) => ({
+      ...acc,
+      [f.id]: {
+        id: f.id,
+        filterState: {
+          value: withValueIds.includes(f.id) ? ['set'] : null,
+        },
+        extraFormData: {},
+      },
+    }),
+    {} as DataMaskStateWithId,
+  );
+
+const renderHorizontal = (
+  filters: ReturnType<typeof createSelectNativeFilter>[],
+  dataMaskSelected: DataMaskStateWithId,
+) =>
+  render(
+    <FilterControls
+      dataMaskSelected={dataMaskSelected}
+      onFilterSelectionChange={jest.fn()}
+      onPendingCustomizationDataMaskChange={jest.fn()}
+      chartCustomizationValues={[]}
+    />,
+    {
+      useRedux: true,
+      useRouter: true,
+      initialState: buildHorizontalState(filters),
+    },
+  );
+
+const latestProps = () =>
+  dropdownContainerProps[dropdownContainerProps.length - 1];
+
+const fireOverflow = (overflowed: string[], notOverflowed: string[]) => {
+  if (!callbackRef.current) {
+    throw new Error('onOverflowingStateChange callback not captured');
+  }
+  act(() => {
+    callbackRef.current!({ overflowed, notOverflowed });
+  });
+};
+
+beforeEach(() => {
+  dropdownContainerProps.length = 0;
+  callbackRef.current = null;
+});
+
+test('horizontal FilterControls hands every filter to DropdownContainer as an item', async () => {
+  const filters = [
+    createSelectNativeFilter('NATIVE_FILTER-1', 'country'),
+    createSelectNativeFilter('NATIVE_FILTER-2', 'region'),
+    createSelectNativeFilter('NATIVE_FILTER-3', 'city'),
+    createSelectNativeFilter('NATIVE_FILTER-4', 'zip'),
+  ];
+
+  renderHorizontal(filters, buildDataMaskSelected(filters));
+
+  await waitFor(() => expect(latestProps()).toBeTruthy());
+
+  expect(latestProps().items.map((i: DropdownItem) => i.id)).toEqual([
+    'NATIVE_FILTER-1',
+    'NATIVE_FILTER-2',
+    'NATIVE_FILTER-3',
+    'NATIVE_FILTER-4',
+  ]);
+  // dropdownTriggerText is the production string FilterControls passes in.
+  expect(latestProps().dropdownTriggerText).toBe('More filters');
+});
+
+test('with no overflow callback fired, dropdown trigger count is 0 and content is empty', async () => {
+  const filters = [
+    createSelectNativeFilter('NATIVE_FILTER-1', 'country'),
+    createSelectNativeFilter('NATIVE_FILTER-2', 'region'),
+  ];
+
+  renderHorizontal(
+    filters,
+    buildDataMaskSelected(filters, ['NATIVE_FILTER-1']),
+  );
+
+  await waitFor(() => expect(latestProps()).toBeTruthy());
+
+  expect(latestProps().dropdownTriggerCount).toBe(0);
+  // FilterControls only supplies dropdownContent when something overflowed.
+  expect(latestProps().dropdownContent).toBeUndefined();
+});
+
+test('firing overflow with two filters that have values increments the trigger count to 2', async () => {
+  const filters = [
+    createSelectNativeFilter('NATIVE_FILTER-1', 'country'),
+    createSelectNativeFilter('NATIVE_FILTER-2', 'region'),
+    createSelectNativeFilter('NATIVE_FILTER-3', 'city'),
+    createSelectNativeFilter('NATIVE_FILTER-4', 'zip'),
+  ];
+
+  renderHorizontal(
+    filters,
+    // Mark the two we plan to overflow as having values; the production
+    // selector activeOverflowedFiltersInScope filters on dataMask.filterState.value.
+    buildDataMaskSelected(filters, ['NATIVE_FILTER-3', 'NATIVE_FILTER-4']),
+  );
+
+  await waitFor(() => expect(callbackRef.current).toBeTruthy());
+
+  fireOverflow(
+    ['NATIVE_FILTER-3', 'NATIVE_FILTER-4'],
+    ['NATIVE_FILTER-1', 'NATIVE_FILTER-2'],
+  );
+
+  await waitFor(() => {
+    expect(latestProps().dropdownTriggerCount).toBe(2);
+  });
+});
+
+test('firing overflow with no active values keeps trigger count at 0 but supplies dropdownContent', async () => {
+  // Reinforces the activeOverflowedFiltersInScope branch in
+  // FilterControls.tsx: count is the *active* (value-bearing) subset of
+  // overflowed filters, not the raw overflowed count. If the production
+  // memo regressed to use overflowedFiltersInScope.length, this fails.
+  const filters = [
+    createSelectNativeFilter('NATIVE_FILTER-1', 'country'),
+    createSelectNativeFilter('NATIVE_FILTER-2', 'region'),
+    createSelectNativeFilter('NATIVE_FILTER-3', 'city'),
+  ];
+
+  renderHorizontal(filters, buildDataMaskSelected(filters));
+
+  await waitFor(() => expect(callbackRef.current).toBeTruthy());
+
+  fireOverflow(['NATIVE_FILTER-2', 'NATIVE_FILTER-3'], ['NATIVE_FILTER-1']);
+
+  await waitFor(() => {
+    expect(latestProps().dropdownContent).toBeInstanceOf(Function);
+  });
+  expect(latestProps().dropdownTriggerCount).toBe(0);
+});
+
+test('all 12 overflowed filters are reachable through dropdownContent', async () => {
+  // Substitutes for the disabled Cypress "scroll within overflow" assertion:
+  // jsdom has no real layout/scrolling, so we instead prove every overflowed
+  // filter renders inside the dropdown panel.
+  const filters = Array.from({ length: 12 }, (_, i) =>
+    createSelectNativeFilter(`NATIVE_FILTER-${i + 1}`, `filter_${i + 1}`),
+  );
+
+  renderHorizontal(filters, buildDataMaskSelected(filters));
+
+  await waitFor(() => expect(callbackRef.current).toBeTruthy());
+
+  fireOverflow(
+    filters.map(f => f.id),
+    [],
+  );
+
+  // dropdownContent renders FiltersDropdownContent, which renders each
+  // overflowed filter through the renderer prop. Asserting on identity
+  // (not just count) catches a regression that rendered the wrong subset
+  // of filters in the dropdown — e.g. all `filtersInScope` instead of
+  // the overflowed slice.
+  const { findByTestId } = within(document.body);
+  const contentSlot = await findByTestId('dropdown-content-mock');
+  await waitFor(() => {
+    const names = within(contentSlot).getAllByTestId('filter-control-name');
+    expect(names.map(n => n.textContent)).toEqual(filters.map(f => f.name));
+  });
+});

superset-frontend/src/dashboard/components/nativeFilters/FilterBar/HorizontalFilterBar.test.tsx

@@ -16,9 +16,26 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-import { NativeFilterType } from '@superset-ui/core';
+import { NativeFilterType, Preset } from '@superset-ui/core';
+import type { Filter } from '@superset-ui/core';
+import { SelectFilterPlugin } from 'src/filters/components';
+import { FilterBarOrientation } from 'src/dashboard/types';
 import { render, screen, waitFor } from 'spec/helpers/testing-library';
+import { createSelectNativeFilter } from 'spec/fixtures/mockNativeFilters';
 import HorizontalBar from './Horizontal';
+import type { HorizontalBarProps } from './types';
+
+// Register the select filter plugin once so FilterControl can render the
+// filter name without throwing when the plugin registry is consulted.
+class HorizontalFilterBarTestPreset extends Preset {
+  constructor() {
+    super({
+      name: 'Horizontal filter bar test preset',
+      plugins: [new SelectFilterPlugin().configure({ key: 'filter_select' })],
+    });
+  }
+}
+new HorizontalFilterBarTestPreset().register();
 
 const defaultProps = {
   actions: null,
@@ -32,7 +49,7 @@ const defaultProps = {
   onPendingCustomizationDataMaskChange: jest.fn(),
 };
 
-const renderWrapper = (overrideProps?: Record<string, any>) =>
+const renderWrapper = (overrideProps?: Partial<HorizontalBarProps>) =>
   waitFor(() =>
     render(<HorizontalBar {...defaultProps} {...overrideProps} />, {
       useRedux: true,
@@ -60,11 +77,13 @@ test('should render', async () => {
 
 test('should not render the empty message', async () => {
   await renderWrapper({
+    // Intentionally minimal — Horizontal only reads filterValues.length
+    // here, so the missing required Filter fields would never be read.
     filterValues: [
       {
         id: 'test',
         type: NativeFilterType.NativeFilter,
-      },
+      } as unknown as Filter,
     ],
   });
   expect(
@@ -92,3 +111,133 @@ test('should render the loading icon', async () => {
   });
   expect(screen.getByRole('status', { name: 'Loading' })).toBeInTheDocument();
 });
+
+// --- Tests migrated from disabled Cypress spec
+//     `_skip.horizontalFilterBar.test.ts` (sc-107387). ---
+
+const buildStateWithFilters = (
+  filters: ReturnType<typeof createSelectNativeFilter>[],
+) => ({
+  dashboardState: {
+    sliceIds: [],
+    activeTabs: ['ROOT_ID'],
+  },
+  dashboardInfo: {
+    id: 1,
+    dash_edit_perm: true,
+    filterBarOrientation: FilterBarOrientation.Horizontal,
+    metadata: {
+      native_filter_configuration: filters,
+    },
+  },
+  dashboardLayout: {
+    present: {
+      ROOT_ID: { type: 'ROOT', id: 'ROOT_ID', children: [] },
+    },
+    past: [],
+    future: [],
+  },
+  charts: {},
+  nativeFilters: {
+    filters: filters.reduce(
+      (acc, f) => ({ ...acc, [f.id]: f }),
+      {} as Record<string, ReturnType<typeof createSelectNativeFilter>>,
+    ),
+    filtersState: {},
+  },
+  dataMask: filters.reduce(
+    (acc, f) => ({
+      ...acc,
+      [f.id]: { id: f.id, filterState: { value: null }, extraFormData: {} },
+    }),
+    {} as Record<string, unknown>,
+  ),
+  sliceEntities: { slices: {} },
+  datasources: {},
+});
+
+const renderWithFilters = (
+  filters: ReturnType<typeof createSelectNativeFilter>[],
+  overrideProps?: Partial<HorizontalBarProps>,
+) =>
+  render(<HorizontalBar {...defaultProps} {...overrideProps} />, {
+    useRedux: true,
+    useRouter: true,
+    initialState: buildStateWithFilters(filters),
+  });
+
+test('renders default actions slot, settings gear, and empty message together in horizontal mode', async () => {
+  const sentinelActions = (
+    <button type="button" data-test="sentinel-actions">
+      apply
+    </button>
+  );
+
+  await waitFor(() =>
+    render(
+      <HorizontalBar
+        {...defaultProps}
+        actions={sentinelActions}
+        filterValues={[]}
+      />,
+      {
+        useRedux: true,
+        useRouter: true,
+        initialState: {
+          dashboardState: { sliceIds: [] },
+          dashboardInfo: {
+            id: 1,
+            dash_edit_perm: true,
+            filterBarOrientation: FilterBarOrientation.Horizontal,
+          },
+          dashboardLayout: { present: {}, past: [], future: [] },
+        },
+      },
+    ),
+  );
+
+  expect(
+    screen.getByText('No filters are currently added to this dashboard.'),
+  ).toBeInTheDocument();
+  expect(screen.getByRole('img', { name: 'setting' })).toBeInTheDocument();
+  expect(screen.getByTestId('sentinel-actions')).toBeInTheDocument();
+});
+
+test('renders all native filters supplied via filterValues in horizontal mode', async () => {
+  const filters = [
+    createSelectNativeFilter('NATIVE_FILTER-1', 'test_1', 'country_name'),
+    createSelectNativeFilter('NATIVE_FILTER-2', 'test_2', 'country_code'),
+    createSelectNativeFilter('NATIVE_FILTER-3', 'test_3', 'region'),
+  ];
+
+  renderWithFilters(filters, { filterValues: filters });
+
+  await waitFor(() => {
+    const filterNames = screen.getAllByTestId('filter-control-name');
+    expect(filterNames).toHaveLength(3);
+  });
+
+  ['test_1', 'test_2', 'test_3'].forEach(name => {
+    expect(screen.getByText(name)).toBeInTheDocument();
+  });
+});
+
+test('omits the empty message when at least one filter value is supplied', async () => {
+  // Companion to the "renders all native filters" test above: the migrated
+  // Cypress "display newly added filter" scenario reduces, at this layer, to
+  // proving that supplying a filter value flips off the empty state. The
+  // upstream user flow (open edit modal, add filter, save) is integration
+  // territory and not covered here.
+  const filters = [
+    createSelectNativeFilter('NATIVE_FILTER-1', 'just_added', 'country_name'),
+  ];
+
+  renderWithFilters(filters, { filterValues: filters });
+
+  await waitFor(() => {
+    expect(screen.getByText('just_added')).toBeInTheDocument();
+  });
+  expect(
+    screen.queryByText('No filters are currently added to this dashboard.'),
+  ).not.toBeInTheDocument();
+});

superset-frontend/src/extensions/ExtensionsStartup.tsx

@@ -16,7 +16,7 @@
  * specific language governing permissions and limitations
  * under the License.
  */
-import { useEffect, useState } from 'react';
+import { useEffect } from 'react';
 // eslint-disable-next-line no-restricted-syntax
 import * as supersetCore from '@apache-superset/core';
 import { FeatureFlag, isFeatureEnabled } from '@superset-ui/core';
@@ -52,20 +52,12 @@ declare global {
 const ExtensionsStartup: React.FC<{ children?: React.ReactNode }> = ({
   children,
 }) => {
-  const [initialized, setInitialized] = useState(false);
-
   const userId = useSelector<RootState, number | undefined>(
     ({ user }) => user.userId,
   );
 
   useEffect(() => {
-    if (initialized) return;
-
-    if (!userId) {
-      // No user logged in — nothing to initialize
-      setInitialized(true);
-      return;
-    }
+    if (userId == null) return;
 
     // Provide the implementations for @apache-superset/core
     window.superset = {
@@ -80,19 +72,10 @@ const ExtensionsStartup: React.FC<{ children?: React.ReactNode }> = ({
       views,
     };
 
-    const setup = async () => {
-      if (isFeatureEnabled(FeatureFlag.EnableExtensions)) {
-        await ExtensionsLoader.getInstance().initializeExtensions();
-      }
-      setInitialized(true);
-    };
-
-    setup();
-  }, [initialized, userId]);
-
-  if (!initialized) {
-    return null;
-  }
+    if (isFeatureEnabled(FeatureFlag.EnableExtensions)) {
+      ExtensionsLoader.getInstance().initializeExtensions();
+    }
+  }, [userId]);
 
   return <>{children}</>;
 };

superset-websocket/package-lock.json

@@ -25,7 +25,7 @@
         "@types/lodash": "^4.17.24",
         "@types/node": "^25.9.1",
         "@types/ws": "^8.18.1",
-        "@typescript-eslint/eslint-plugin": "^8.60.0",
+        "@typescript-eslint/eslint-plugin": "^8.60.1",
         "@typescript-eslint/parser": "^8.60.1",
         "eslint": "^10.4.1",
         "eslint-config-prettier": "^10.1.8",

superset-websocket/package.json

@@ -33,7 +33,7 @@
     "@types/lodash": "^4.17.24",
     "@types/node": "^25.9.1",
     "@types/ws": "^8.18.1",
-    "@typescript-eslint/eslint-plugin": "^8.60.0",
+    "@typescript-eslint/eslint-plugin": "^8.60.1",
     "@typescript-eslint/parser": "^8.60.1",
     "eslint": "^10.4.1",
     "eslint-config-prettier": "^10.1.8",

superset-websocket/utils/client-ws-app/package-lock.json

@@ -13,7 +13,7 @@
         "express": "~5.2.1",
         "http-errors": "~2.0.1",
         "jsonwebtoken": "^9.0.3",
-        "morgan": "~1.10.1",
+        "morgan": "~1.11.0",
         "pug": "~3.0.4"
       }
     },
@@ -127,17 +127,6 @@
         "url": "https://opencollective.com/express"
       }
     },
-    "node_modules/body-parser/node_modules/on-finished": {
-      "version": "2.4.1",
-      "resolved": "https://registry.npmjs.org/on-finished/-/on-finished-2.4.1.tgz",
-      "integrity": "sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==",
-      "dependencies": {
-        "ee-first": "1.1.1"
-      },
-      "engines": {
-        "node": ">= 0.8"
-      }
-    },
     "node_modules/buffer-equal-constant-time": {
       "version": "1.0.1",
       "resolved": "https://registry.npmjs.org/buffer-equal-constant-time/-/buffer-equal-constant-time-1.0.1.tgz",
@@ -455,17 +444,6 @@
         "node": ">=6.6.0"
       }
     },
-    "node_modules/express/node_modules/on-finished": {
-      "version": "2.4.1",
-      "resolved": "https://registry.npmjs.org/on-finished/-/on-finished-2.4.1.tgz",
-      "integrity": "sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==",
-      "dependencies": {
-        "ee-first": "1.1.1"
-      },
-      "engines": {
-        "node": ">= 0.8"
-      }
-    },
     "node_modules/finalhandler": {
       "version": "2.1.0",
       "resolved": "https://registry.npmjs.org/finalhandler/-/finalhandler-2.1.0.tgz",
@@ -483,18 +461,6 @@
         "node": ">= 0.8"
       }
     },
-    "node_modules/finalhandler/node_modules/on-finished": {
-      "version": "2.4.1",
-      "resolved": "https://registry.npmjs.org/on-finished/-/on-finished-2.4.1.tgz",
-      "integrity": "sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==",
-      "license": "MIT",
-      "dependencies": {
-        "ee-first": "1.1.1"
-      },
-      "engines": {
-        "node": ">= 0.8"
-      }
-    },
     "node_modules/forwarded": {
       "version": "0.2.0",
       "resolved": "https://registry.npmjs.org/forwarded/-/forwarded-0.2.0.tgz",
@@ -867,18 +833,22 @@
       }
     },
     "node_modules/morgan": {
-      "version": "1.10.1",
-      "resolved": "https://registry.npmjs.org/morgan/-/morgan-1.10.1.tgz",
-      "integrity": "sha512-223dMRJtI/l25dJKWpgij2cMtywuG/WiUKXdvwfbhGKBhy1puASqXwFzmWZ7+K73vUPoR7SS2Qz2cI/g9MKw0A==",
+      "version": "1.11.0",
+      "resolved": "https://registry.npmjs.org/morgan/-/morgan-1.11.0.tgz",
+      "integrity": "sha512-zSkVu3t18r39pw4ixfBKvfZi3y2UOqr7d4WYwcj3m8nXpEQK4rPO6GLzs/CExoRgmX3y9EjmmcXqv6jq0SK46g==",
       "dependencies": {
         "basic-auth": "~2.0.1",
         "debug": "2.6.9",
         "depd": "~2.0.0",
-        "on-finished": "~2.3.0",
+        "on-finished": "~2.4.1",
         "on-headers": "~1.1.0"
       },
       "engines": {
         "node": ">= 0.8.0"
+      },
+      "funding": {
+        "type": "opencollective",
+        "url": "https://opencollective.com/express"
       }
     },
     "node_modules/morgan/node_modules/debug": {
@@ -928,9 +898,9 @@
       }
     },
     "node_modules/on-finished": {
-      "version": "2.3.0",
-      "resolved": "https://registry.npmjs.org/on-finished/-/on-finished-2.3.0.tgz",
-      "integrity": "sha1-IPEzZIGwg811M3mSoWlxqi2QaUc=",
+      "version": "2.4.1",
+      "resolved": "https://registry.npmjs.org/on-finished/-/on-finished-2.4.1.tgz",
+      "integrity": "sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==",
       "dependencies": {
         "ee-first": "1.1.1"
       },
@@ -1227,18 +1197,6 @@
         "node": ">= 18"
       }
     },
-    "node_modules/send/node_modules/on-finished": {
-      "version": "2.4.1",
-      "resolved": "https://registry.npmjs.org/on-finished/-/on-finished-2.4.1.tgz",
-      "integrity": "sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==",
-      "license": "MIT",
-      "dependencies": {
-        "ee-first": "1.1.1"
-      },
-      "engines": {
-        "node": ">= 0.8"
-      }
-    },
     "node_modules/serve-static": {
       "version": "2.2.0",
       "resolved": "https://registry.npmjs.org/serve-static/-/serve-static-2.2.0.tgz",
@@ -1509,16 +1467,6 @@
         "qs": "^6.14.0",
         "raw-body": "^3.0.1",
         "type-is": "^2.0.1"
-      },
-      "dependencies": {
-        "on-finished": {
-          "version": "2.4.1",
-          "resolved": "https://registry.npmjs.org/on-finished/-/on-finished-2.4.1.tgz",
-          "integrity": "sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==",
-          "requires": {
-            "ee-first": "1.1.1"
-          }
-        }
       }
     },
     "buffer-equal-constant-time": {
@@ -1740,14 +1688,6 @@
           "version": "1.2.2",
           "resolved": "https://registry.npmjs.org/cookie-signature/-/cookie-signature-1.2.2.tgz",
           "integrity": "sha512-D76uU73ulSXrD1UXF4KE2TMxVVwhsnCgfAyTg9k8P6KGZjlXKrOLe4dJQKI3Bxi5wjesZoFXJWElNWBjPZMbhg=="
-        },
-        "on-finished": {
-          "version": "2.4.1",
-          "resolved": "https://registry.npmjs.org/on-finished/-/on-finished-2.4.1.tgz",
-          "integrity": "sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==",
-          "requires": {
-            "ee-first": "1.1.1"
-          }
         }
       }
     },
@@ -1762,16 +1702,6 @@
         "on-finished": "^2.4.1",
         "parseurl": "^1.3.3",
         "statuses": "^2.0.1"
-      },
-      "dependencies": {
-        "on-finished": {
-          "version": "2.4.1",
-          "resolved": "https://registry.npmjs.org/on-finished/-/on-finished-2.4.1.tgz",
-          "integrity": "sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==",
-          "requires": {
-            "ee-first": "1.1.1"
-          }
-        }
       }
     },
     "forwarded": {
@@ -2040,14 +1970,14 @@
       }
     },
     "morgan": {
-      "version": "1.10.1",
-      "resolved": "https://registry.npmjs.org/morgan/-/morgan-1.10.1.tgz",
-      "integrity": "sha512-223dMRJtI/l25dJKWpgij2cMtywuG/WiUKXdvwfbhGKBhy1puASqXwFzmWZ7+K73vUPoR7SS2Qz2cI/g9MKw0A==",
+      "version": "1.11.0",
+      "resolved": "https://registry.npmjs.org/morgan/-/morgan-1.11.0.tgz",
+      "integrity": "sha512-zSkVu3t18r39pw4ixfBKvfZi3y2UOqr7d4WYwcj3m8nXpEQK4rPO6GLzs/CExoRgmX3y9EjmmcXqv6jq0SK46g==",
       "requires": {
         "basic-auth": "~2.0.1",
         "debug": "2.6.9",
         "depd": "~2.0.0",
-        "on-finished": "~2.3.0",
+        "on-finished": "~2.4.1",
         "on-headers": "~1.1.0"
       },
       "dependencies": {
@@ -2087,9 +2017,9 @@
       "integrity": "sha512-W67iLl4J2EXEGTbfeHCffrjDfitvLANg0UlX3wFUUSTx92KXRFegMHUVgSqE+wvhAbi4WqjGg9czysTV2Epbew=="
     },
     "on-finished": {
-      "version": "2.3.0",
-      "resolved": "https://registry.npmjs.org/on-finished/-/on-finished-2.3.0.tgz",
-      "integrity": "sha1-IPEzZIGwg811M3mSoWlxqi2QaUc=",
+      "version": "2.4.1",
+      "resolved": "https://registry.npmjs.org/on-finished/-/on-finished-2.4.1.tgz",
+      "integrity": "sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==",
       "requires": {
         "ee-first": "1.1.1"
       }
@@ -2337,16 +2267,6 @@
         "on-finished": "^2.4.1",
         "range-parser": "^1.2.1",
         "statuses": "^2.0.1"
-      },
-      "dependencies": {
-        "on-finished": {
-          "version": "2.4.1",
-          "resolved": "https://registry.npmjs.org/on-finished/-/on-finished-2.4.1.tgz",
-          "integrity": "sha512-oVlzkg3ENAhCk2zdv7IJwd/QUD4z2RxRwpkcGY8psCVcCYZNq4wYnVWALHM+brtuJjePWiYF/ClmuDr8Ch5+kg==",
-          "requires": {
-            "ee-first": "1.1.1"
-          }
-        }
       }
     },
     "serve-static": {

superset-websocket/utils/client-ws-app/package.json

@@ -11,7 +11,7 @@
     "express": "~5.2.1",
     "http-errors": "~2.0.1",
     "jsonwebtoken": "^9.0.3",
-    "morgan": "~1.10.1",
+    "morgan": "~1.11.0",
     "pug": "~3.0.4"
   }
 }

superset/config.py

@@ -459,6 +459,7 @@ LANGUAGES = {
     "nl": {"flag": "nl", "name": "Dutch"},
     "uk": {"flag": "ua", "name": "Ukrainian"},
     "mi": {"flag": "nz", "name": "Māori"},
+    "ro": {"flag": "ro", "name": "Romanian"},
 }
 # Turning off i18n by default as translation in most languages are
 # incomplete and not well maintained.

superset/mcp_service/app.py

@@ -128,6 +128,7 @@ Dashboard Management:
 - list_dashboards: List dashboards with advanced filters (1-based pagination)
 - get_dashboard_info: Get detailed dashboard information by ID
 - get_dashboard_layout: Get parsed tabs and chart positions for a dashboard (companion to get_dashboard_info when its omitted_fields hint flags position_json)
+- get_dashboard_datasets: List the datasets used by a dashboard's charts, with columns and metrics (context for configuring native filters)
 - generate_dashboard: Create a dashboard from chart IDs (requires write access)
 - add_chart_to_existing_dashboard: Add a chart to an existing dashboard (requires write access)
 
@@ -680,6 +681,7 @@ from superset.mcp_service.chart.tool import (  # noqa: F401, E402
 from superset.mcp_service.dashboard.tool import (  # noqa: F401, E402
     add_chart_to_existing_dashboard,
     generate_dashboard,
+    get_dashboard_datasets,
     get_dashboard_info,
     get_dashboard_layout,
     list_dashboards,

superset/mcp_service/dashboard/schemas.py

@@ -374,6 +374,17 @@ class GetDashboardLayoutRequest(BaseModel):
     ]
 
 
+class GetDashboardDatasetsRequest(BaseModel):
+    """Request schema for get_dashboard_datasets."""
+
+    identifier: Annotated[
+        int | str,
+        Field(
+            description="Dashboard identifier - can be numeric ID, UUID string, or slug"
+        ),
+    ]
+
+
 logger = logging.getLogger(__name__)
 
 
@@ -1298,3 +1309,225 @@ def dashboard_layout_serializer(dashboard: "Dashboard") -> DashboardLayout:
             has_layout=bool(position_json_str),
         )
     )
+
+
+# Per-dataset caps keep responses small enough for LLM context: wide
+# datasets can have hundreds of columns, which would dwarf the fields an
+# agent actually needs to configure native filters.
+MAX_DASHBOARD_DATASET_COLUMNS = 100
+MAX_DASHBOARD_DATASET_METRICS = 50
+
+
+class DashboardDatasetColumn(BaseModel):
+    """Lean column representation for dashboard dataset context."""
+
+    column_name: str = Field(..., description="Column name")
+    verbose_name: str | None = Field(None, description="Verbose (display) name")
+    type: str | None = Field(None, description="Column data type")
+    is_dttm: bool | None = Field(None, description="Is datetime column")
+
+
+class DashboardDatasetMetric(BaseModel):
+    """Lean metric representation for dashboard dataset context."""
+
+    metric_name: str = Field(..., description="Saved metric name")
+    verbose_name: str | None = Field(None, description="Verbose (display) name")
+    expression: str | None = Field(None, description="SQL expression")
+
+
+class DashboardDatasetDatabaseInfo(BaseModel):
+    """Database connection summary for a dashboard dataset."""
+
+    id: int | None = Field(None, description="Database ID")
+    name: str | None = Field(None, description="Database name")
+    backend: str | None = Field(None, description="Database backend (engine)")
+
+
+class DashboardDatasetSummary(BaseModel):
+    """A dataset used by a dashboard's charts, with columns and metrics."""
+
+    id: int | None = Field(None, description="Dataset ID")
+    uuid: str | None = Field(None, description="Dataset UUID")
+    table_name: str | None = Field(None, description="Table name")
+    schema_name: str | None = Field(None, description="Schema name")
+    database: DashboardDatasetDatabaseInfo | None = Field(
+        None, description="Database the dataset belongs to"
+    )
+    chart_count: int = Field(
+        0, description="Number of charts on the dashboard using this dataset"
+    )
+    columns: List[DashboardDatasetColumn] = Field(
+        default_factory=list, description="Dataset columns"
+    )
+    metrics: List[DashboardDatasetMetric] = Field(
+        default_factory=list, description="Dataset metrics"
+    )
+    total_column_count: int = Field(
+        0, description="Total number of columns on the dataset"
+    )
+    total_metric_count: int = Field(
+        0, description="Total number of metrics on the dataset"
+    )
+    columns_truncated: bool = Field(
+        False,
+        description=(
+            "True when the columns list was truncated to keep the response small"
+        ),
+    )
+    metrics_truncated: bool = Field(
+        False,
+        description=(
+            "True when the metrics list was truncated to keep the response small"
+        ),
+    )
+
+    @model_serializer(mode="wrap")
+    def _rename_schema_field(self, serializer: Any, info: Any) -> Dict[str, Any]:
+        """Serialize 'schema_name' as 'schema' to match API conventions."""
+        data = serializer(self)
+        if "schema_name" in data:
+            data["schema"] = data.pop("schema_name")
+        return data
+
+
+class DashboardDatasets(BaseModel):
+    """Response schema for get_dashboard_datasets."""
+
+    id: int | None = Field(None, description="Dashboard ID")
+    dashboard_title: str | None = Field(None, description="Dashboard title")
+    uuid: str | None = Field(None, description="Dashboard UUID")
+    dataset_count: int = Field(
+        0, description="Number of accessible datasets used by the dashboard"
+    )
+    inaccessible_dataset_count: int = Field(
+        0,
+        description=(
+            "Number of datasets used by the dashboard that the current user "
+            "cannot access (excluded from 'datasets')"
+        ),
+    )
+    datasets: List[DashboardDatasetSummary] = Field(
+        default_factory=list,
+        description="Datasets used by the dashboard's charts",
+    )
+
+
+def _serialize_dashboard_dataset(
+    datasource: Any, chart_count: int
+) -> DashboardDatasetSummary:
+    """Serialize a datasource to a lean, LLM-safe dataset summary."""
+    all_columns = list(getattr(datasource, "columns", None) or [])
+    all_metrics = list(getattr(datasource, "metrics", None) or [])
+
+    columns = [
+        DashboardDatasetColumn(
+            column_name=escape_llm_context_delimiters(
+                getattr(column, "column_name", None) or ""
+            ),
+            verbose_name=sanitize_for_llm_context(
+                getattr(column, "verbose_name", None),
+                field_path=("columns", str(index), "verbose_name"),
+            ),
+            type=getattr(column, "type", None),
+            is_dttm=getattr(column, "is_dttm", None),
+        )
+        for index, column in enumerate(all_columns[:MAX_DASHBOARD_DATASET_COLUMNS])
+    ]
+    metrics = [
+        DashboardDatasetMetric(
+            metric_name=escape_llm_context_delimiters(
+                getattr(metric, "metric_name", None) or ""
+            ),
+            verbose_name=sanitize_for_llm_context(
+                getattr(metric, "verbose_name", None),
+                field_path=("metrics", str(index), "verbose_name"),
+            ),
+            expression=sanitize_for_llm_context(
+                getattr(metric, "expression", None),
+                field_path=("metrics", str(index), "expression"),
+            ),
+        )
+        for index, metric in enumerate(all_metrics[:MAX_DASHBOARD_DATASET_METRICS])
+    ]
+
+    database = getattr(datasource, "database", None)
+    database_info = (
+        DashboardDatasetDatabaseInfo(
+            id=getattr(database, "id", None),
+            name=escape_llm_context_delimiters(
+                getattr(database, "database_name", None)
+            ),
+            backend=getattr(database, "backend", None),
+        )
+        if database is not None
+        else None
+    )
+
+    dataset_uuid = getattr(datasource, "uuid", None)
+    return DashboardDatasetSummary(
+        id=getattr(datasource, "id", None),
+        uuid=str(dataset_uuid) if dataset_uuid else None,
+        table_name=escape_llm_context_delimiters(
+            getattr(datasource, "table_name", None)
+        ),
+        schema_name=escape_llm_context_delimiters(getattr(datasource, "schema", None)),
+        database=database_info,
+        chart_count=chart_count,
+        columns=columns,
+        metrics=metrics,
+        total_column_count=len(all_columns),
+        total_metric_count=len(all_metrics),
+        columns_truncated=len(all_columns) > MAX_DASHBOARD_DATASET_COLUMNS,
+        metrics_truncated=len(all_metrics) > MAX_DASHBOARD_DATASET_METRICS,
+    )
+
+
+def dashboard_datasets_serializer(dashboard: "Dashboard") -> DashboardDatasets:
+    """Serialize a Dashboard model to the datasets used by its charts.
+
+    Groups the dashboard's charts by datasource (mirroring
+    ``Dashboard.datasets_trimmed_for_slices``) but keeps the full column and
+    metric lists (capped) since native-filter configuration regularly needs
+    columns that no chart references. Datasets the current user cannot
+    access are excluded and only counted.
+    """
+    from superset.mcp_service.auth import has_dataset_access
+
+    slices_by_datasource: Dict[int, List[Any]] = {}
+    for slc in getattr(dashboard, "slices", None) or []:
+        datasource_id = getattr(slc, "datasource_id", None)
+        if datasource_id is None:
+            continue
+        slices_by_datasource.setdefault(datasource_id, []).append(slc)
+
+    datasets: List[DashboardDatasetSummary] = []
+    inaccessible_count = 0
+    for slices in slices_by_datasource.values():
+        datasource = next(
+            (
+                getattr(slc, "datasource", None)
+                for slc in slices
+                if getattr(slc, "datasource", None) is not None
+            ),
+            None,
+        )
+        if datasource is None:
+            continue
+        if not has_dataset_access(datasource):
+            inaccessible_count += 1
+            continue
+        datasets.append(_serialize_dashboard_dataset(datasource, len(slices)))
+
+    datasets.sort(key=lambda dataset: dataset.id or 0)
+
+    return DashboardDatasets(
+        id=dashboard.id,
+        dashboard_title=sanitize_for_llm_context(
+            dashboard.dashboard_title or "Untitled",
+            field_path=("dashboard_title",),
+        ),
+        uuid=str(dashboard.uuid) if dashboard.uuid else None,
+        dataset_count=len(datasets),
+        inaccessible_dataset_count=inaccessible_count,
+        datasets=datasets,
+    )

superset/mcp_service/dashboard/tool/__init__.py

@@ -17,12 +17,14 @@
 
 from .add_chart_to_existing_dashboard import add_chart_to_existing_dashboard
 from .generate_dashboard import generate_dashboard
+from .get_dashboard_datasets import get_dashboard_datasets
 from .get_dashboard_info import get_dashboard_info
 from .get_dashboard_layout import get_dashboard_layout
 from .list_dashboards import list_dashboards
 
 __all__ = [
     "list_dashboards",
+    "get_dashboard_datasets",
     "get_dashboard_info",
     "get_dashboard_layout",
     "generate_dashboard",

superset/mcp_service/dashboard/tool/get_dashboard_datasets.py

@@ -0,0 +1,128 @@
+# 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.
+
+"""
+Get dashboard datasets FastMCP tool
+
+Returns the datasets used by a dashboard's charts, including columns and
+metrics. This is the prerequisite context an agent needs before configuring
+native filters on a dashboard (e.g. picking filter target columns).
+"""
+
+import logging
+from datetime import datetime, timezone
+
+from fastmcp import Context
+from sqlalchemy.orm import subqueryload
+from superset_core.mcp.decorators import tool, ToolAnnotations
+
+from superset.extensions import event_logger
+from superset.mcp_service.dashboard.schemas import (
+    dashboard_datasets_serializer,
+    DashboardDatasets,
+    DashboardError,
+    GetDashboardDatasetsRequest,
+)
+from superset.mcp_service.mcp_core import ModelGetInfoCore
+
+logger = logging.getLogger(__name__)
+
+
+@tool(
+    tags=["core"],
+    class_permission_name="Dashboard",
+    annotations=ToolAnnotations(
+        title="Get dashboard datasets",
+        readOnlyHint=True,
+        destructiveHint=False,
+    ),
+)
+async def get_dashboard_datasets(
+    request: GetDashboardDatasetsRequest, ctx: Context
+) -> DashboardDatasets | DashboardError:
+    """
+    List the datasets used by a dashboard's charts, by ID, UUID, or slug.
+
+    Each dataset includes its table name, schema, database connection
+    (id, name, backend), columns (name, type, is_dttm, verbose_name) and
+    metrics (name, expression, verbose_name). Use this to understand which
+    columns and metrics are available before configuring native filters or
+    analyzing a dashboard's data model.
+
+    Datasets the current user cannot access are excluded from the response
+    and reported via inaccessible_dataset_count. Column and metric lists are
+    capped per dataset; when truncated, columns_truncated/metrics_truncated
+    are set and total counts are reported.
+
+    Example usage:
+    ```json
+    {
+        "identifier": 123
+    }
+    ```
+    """
+    await ctx.info(
+        "Retrieving dashboard datasets: identifier=%s" % (request.identifier,)
+    )
+
+    try:
+        from superset.daos.dashboard import DashboardDAO
+        from superset.models.dashboard import Dashboard
+
+        # Eager load slices to avoid N+1 queries when grouping by datasource.
+        eager_options = [subqueryload(Dashboard.slices)]
+
+        with event_logger.log_context(action="mcp.get_dashboard_datasets.lookup"):
+            core = ModelGetInfoCore(
+                dao_class=DashboardDAO,
+                output_schema=DashboardDatasets,
+                error_schema=DashboardError,
+                serializer=dashboard_datasets_serializer,
+                supports_slug=True,
+                logger=logger,
+                query_options=eager_options,
+            )
+            result = core.run_tool(request.identifier)
+
+        if isinstance(result, DashboardDatasets):
+            await ctx.info(
+                "Dashboard datasets retrieved: id=%s, dataset_count=%s, "
+                "inaccessible_dataset_count=%s"
+                % (
+                    result.id,
+                    result.dataset_count,
+                    result.inaccessible_dataset_count,
+                )
+            )
+        else:
+            await ctx.warning(
+                "Dashboard datasets retrieval failed: error_type=%s, error=%s"
+                % (result.error_type, result.error)
+            )
+
+        return result
+
+    except Exception as e:
+        await ctx.error(
+            "Dashboard datasets retrieval failed: identifier=%s, error=%s, "
+            "error_type=%s" % (request.identifier, str(e), type(e).__name__)
+        )
+        return DashboardError(
+            error=f"Failed to get dashboard datasets: {str(e)}",
+            error_type="InternalError",
+            timestamp=datetime.now(timezone.utc),
+        )

superset/utils/json.py

@@ -26,6 +26,7 @@ import pandas as pd
 import simplejson
 from flask_babel.speaklater import LazyString
 from jsonpath_ng import parse
+from jsonpath_ng.jsonpath import Child, Fields, Root
 from simplejson import JSONDecodeError
 
 from superset.constants import PASSWORD_MASK
@@ -304,6 +305,30 @@ def reveal_sensitive(
     return revealed_payload
 
 
+def _render_jsonpath(node: Any) -> str:
+    """
+    Render a JSONPath node as a stable dotted string (e.g. ``foo.bar``).
+
+    ``str()`` of a jsonpath-ng path is not stable across releases: as of
+    jsonpath-ng 1.8.0 a ``Child`` node renders with surrounding parentheses
+    (e.g. ``(foo.bar)``). This helper produces the historic dotted notation so
+    that the strings returned by :func:`get_masked_fields` remain consistent and
+    can be round-tripped back through ``parse``.
+
+    Falls back to ``str()`` for node kinds that aren't plain field access (e.g.
+    array indices, slices), preserving their existing representation.
+    """
+    if isinstance(node, Child):
+        left = _render_jsonpath(node.left)
+        right = _render_jsonpath(node.right)
+        return f"{left}.{right}" if left else right
+    if isinstance(node, Fields):
+        return ".".join(node.fields)
+    if isinstance(node, Root):
+        return ""
+    return str(node)
+
+
 def get_masked_fields(
     payload: dict[str, Any],
     sensitive_fields: set[str],
@@ -321,8 +346,10 @@ def get_masked_fields(
         for match in jsonpath_expr.find(payload):
             if match.value == PASSWORD_MASK:
                 # Using `match.full_path` instead of json_path to account
-                # for wildcards
-                masked.append(f"$.{match.full_path}")
+                # for wildcards. Render the path explicitly so the output is
+                # stable across jsonpath-ng versions (newer releases wrap
+                # `Child` paths in parentheses when stringified).
+                masked.append(f"$.{_render_jsonpath(match.full_path)}")
     return masked
 
 

tests/unit_tests/mcp_service/dashboard/tool/test_get_dashboard_datasets.py

@@ -0,0 +1,355 @@
+# 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.
+
+"""Unit tests for the MCP get_dashboard_datasets tool."""
+
+from unittest.mock import Mock, patch
+
+import pytest
+from fastmcp import Client
+
+from superset.mcp_service.app import mcp
+from superset.mcp_service.utils.sanitization import (
+    LLM_CONTEXT_CLOSE_DELIMITER,
+    LLM_CONTEXT_OPEN_DELIMITER,
+)
+from superset.utils import json
+
+
+def _wrapped(value: str) -> str:
+    return f"{LLM_CONTEXT_OPEN_DELIMITER}\n{value}\n{LLM_CONTEXT_CLOSE_DELIMITER}"
+
+
+def _build_column_mock(
+    name: str,
+    *,
+    verbose_name: str | None = None,
+    type_: str | None = "VARCHAR",
+    is_dttm: bool = False,
+) -> Mock:
+    column = Mock()
+    column.column_name = name
+    column.verbose_name = verbose_name
+    column.type = type_
+    column.is_dttm = is_dttm
+    return column
+
+
+def _build_metric_mock(
+    name: str,
+    *,
+    verbose_name: str | None = None,
+    expression: str | None = None,
+) -> Mock:
+    metric = Mock()
+    metric.metric_name = name
+    metric.verbose_name = verbose_name
+    metric.expression = expression
+    return metric
+
+
+def _build_database_mock(
+    *, database_id: int = 7, name: str = "examples", backend: str = "postgresql"
+) -> Mock:
+    database = Mock()
+    database.id = database_id
+    database.database_name = name
+    database.backend = backend
+    return database
+
+
+def _build_datasource_mock(
+    *,
+    dataset_id: int,
+    uuid: str | None = None,
+    table_name: str = "my_table",
+    schema: str | None = "public",
+    database: Mock | None = None,
+    columns: list[Mock] | None = None,
+    metrics: list[Mock] | None = None,
+) -> Mock:
+    datasource = Mock()
+    datasource.id = dataset_id
+    datasource.uuid = uuid
+    datasource.table_name = table_name
+    datasource.schema = schema
+    datasource.database = database
+    datasource.columns = columns or []
+    datasource.metrics = metrics or []
+    return datasource
+
+
+def _build_slice_mock(datasource: Mock) -> Mock:
+    slc = Mock()
+    slc.datasource_id = datasource.id
+    slc.datasource = datasource
+    return slc
+
+
+def _build_dashboard_mock(
+    *,
+    dashboard_id: int = 1,
+    title: str = "Test Dashboard",
+    uuid: str | None = "dashboard-uuid-1",
+    slices: list[Mock] | None = None,
+) -> Mock:
+    dashboard = Mock()
+    dashboard.id = dashboard_id
+    dashboard.dashboard_title = title
+    dashboard.uuid = uuid
+    dashboard.slices = slices or []
+    return dashboard
+
+
+@pytest.fixture
+def mcp_server():
+    return mcp
+
+
+@pytest.fixture(autouse=True)
+def mock_auth():
+    with patch("superset.mcp_service.auth.get_user_from_request") as mock_get_user:
+        mock_user = Mock()
+        mock_user.id = 1
+        mock_user.username = "admin"
+        mock_get_user.return_value = mock_user
+        yield mock_get_user
+
+
+@pytest.fixture(autouse=True)
+def mock_dataset_access():
+    with patch(
+        "superset.mcp_service.auth.has_dataset_access", return_value=True
+    ) as mock_access:
+        yield mock_access
+
+
+@patch("superset.daos.dashboard.DashboardDAO.find_by_id")
+@pytest.mark.asyncio
+async def test_get_dashboard_datasets_multiple_datasets(mock_find, mcp_server):
+    sales = _build_datasource_mock(
+        dataset_id=10,
+        uuid="dataset-uuid-10",
+        table_name="sales",
+        schema="public",
+        database=_build_database_mock(),
+        columns=[
+            _build_column_mock("region", verbose_name="Region"),
+            _build_column_mock("order_date", type_="TIMESTAMP", is_dttm=True),
+        ],
+        metrics=[
+            _build_metric_mock(
+                "total_revenue",
+                verbose_name="Total Revenue",
+                expression="SUM(revenue)",
+            )
+        ],
+    )
+    customers = _build_datasource_mock(
+        dataset_id=20,
+        uuid="dataset-uuid-20",
+        table_name="customers",
+        schema="crm",
+        database=_build_database_mock(database_id=8, name="crm_db", backend="mysql"),
+        columns=[_build_column_mock("customer_name")],
+        metrics=[],
+    )
+    mock_find.return_value = _build_dashboard_mock(
+        slices=[
+            _build_slice_mock(sales),
+            _build_slice_mock(sales),
+            _build_slice_mock(customers),
+        ]
+    )
+
+    async with Client(mcp_server) as client:
+        result = await client.call_tool(
+            "get_dashboard_datasets", {"request": {"identifier": 1}}
+        )
+        data = json.loads(result.content[0].text)
+
+    assert data["id"] == 1
+    assert data["dashboard_title"] == _wrapped("Test Dashboard")
+    assert data["uuid"] == "dashboard-uuid-1"
+    assert data["dataset_count"] == 2
+    assert data["inaccessible_dataset_count"] == 0
+    assert len(data["datasets"]) == 2
+
+    datasets_by_id = {d["id"]: d for d in data["datasets"]}
+    sales_data = datasets_by_id[10]
+    assert sales_data["uuid"] == "dataset-uuid-10"
+    assert sales_data["table_name"] == "sales"
+    assert sales_data["schema"] == "public"
+    assert sales_data["database"] == {
+        "id": 7,
+        "name": "examples",
+        "backend": "postgresql",
+    }
+    assert sales_data["chart_count"] == 2
+    assert sales_data["columns"] == [
+        {
+            "column_name": "region",
+            "verbose_name": _wrapped("Region"),
+            "type": "VARCHAR",
+            "is_dttm": False,
+        },
+        {
+            "column_name": "order_date",
+            "verbose_name": None,
+            "type": "TIMESTAMP",
+            "is_dttm": True,
+        },
+    ]
+    assert sales_data["metrics"] == [
+        {
+            "metric_name": "total_revenue",
+            "verbose_name": _wrapped("Total Revenue"),
+            "expression": _wrapped("SUM(revenue)"),
+        }
+    ]
+    assert sales_data["total_column_count"] == 2
+    assert sales_data["total_metric_count"] == 1
+    assert sales_data["columns_truncated"] is False
+    assert sales_data["metrics_truncated"] is False
+
+    customers_data = datasets_by_id[20]
+    assert customers_data["table_name"] == "customers"
+    assert customers_data["schema"] == "crm"
+    assert customers_data["chart_count"] == 1
+    assert customers_data["metrics"] == []
+
+
+@patch("superset.daos.dashboard.DashboardDAO.find_by_id")
+@pytest.mark.asyncio
+async def test_get_dashboard_datasets_by_slug(mock_find, mcp_server):
+    datasource = _build_datasource_mock(
+        dataset_id=10,
+        table_name="sales",
+        database=_build_database_mock(),
+        columns=[_build_column_mock("region")],
+    )
+    dashboard = _build_dashboard_mock(slices=[_build_slice_mock(datasource)])
+
+    def find_by_id(identifier, id_column=None, query_options=None):
+        if id_column == "slug" and identifier == "sales-dash":
+            return dashboard
+        return None
+
+    mock_find.side_effect = find_by_id
+
+    async with Client(mcp_server) as client:
+        result = await client.call_tool(
+            "get_dashboard_datasets", {"request": {"identifier": "sales-dash"}}
+        )
+        data = json.loads(result.content[0].text)
+
+    assert data["id"] == 1
+    assert data["dataset_count"] == 1
+    assert data["datasets"][0]["table_name"] == "sales"
+
+
+@patch("superset.daos.dashboard.DashboardDAO.find_by_id")
+@pytest.mark.asyncio
+async def test_get_dashboard_datasets_not_found(mock_find, mcp_server):
+    mock_find.return_value = None
+
+    async with Client(mcp_server) as client:
+        result = await client.call_tool(
+            "get_dashboard_datasets", {"request": {"identifier": 999}}
+        )
+        data = json.loads(result.content[0].text)
+
+    assert data["error_type"] == "not_found"
+
+
+@patch("superset.daos.dashboard.DashboardDAO.find_by_id")
+@pytest.mark.asyncio
+async def test_get_dashboard_datasets_empty_dashboard(mock_find, mcp_server):
+    mock_find.return_value = _build_dashboard_mock(slices=[])
+
+    async with Client(mcp_server) as client:
+        result = await client.call_tool(
+            "get_dashboard_datasets", {"request": {"identifier": 1}}
+        )
+        data = json.loads(result.content[0].text)
+
+    assert data["id"] == 1
+    assert data["dataset_count"] == 0
+    assert data["inaccessible_dataset_count"] == 0
+    assert data["datasets"] == []
+
+
+@patch("superset.daos.dashboard.DashboardDAO.find_by_id")
+@pytest.mark.asyncio
+async def test_get_dashboard_datasets_excludes_inaccessible(
+    mock_find, mcp_server, mock_dataset_access
+):
+    allowed = _build_datasource_mock(dataset_id=10, table_name="sales")
+    denied = _build_datasource_mock(dataset_id=20, table_name="secrets")
+    mock_find.return_value = _build_dashboard_mock(
+        slices=[_build_slice_mock(allowed), _build_slice_mock(denied)]
+    )
+    mock_dataset_access.side_effect = lambda datasource: datasource.id != 20
+
+    async with Client(mcp_server) as client:
+        result = await client.call_tool(
+            "get_dashboard_datasets", {"request": {"identifier": 1}}
+        )
+        data = json.loads(result.content[0].text)
+
+    assert data["dataset_count"] == 1
+    assert data["inaccessible_dataset_count"] == 1
+    assert [d["id"] for d in data["datasets"]] == [10]
+
+
+@patch("superset.daos.dashboard.DashboardDAO.find_by_id")
+@pytest.mark.asyncio
+async def test_get_dashboard_datasets_truncates_wide_datasets(mock_find, mcp_server):
+    from superset.mcp_service.dashboard.schemas import (
+        MAX_DASHBOARD_DATASET_COLUMNS,
+        MAX_DASHBOARD_DATASET_METRICS,
+    )
+
+    datasource = _build_datasource_mock(
+        dataset_id=10,
+        table_name="wide_table",
+        columns=[
+            _build_column_mock(f"col_{i}")
+            for i in range(MAX_DASHBOARD_DATASET_COLUMNS + 5)
+        ],
+        metrics=[
+            _build_metric_mock(f"metric_{i}")
+            for i in range(MAX_DASHBOARD_DATASET_METRICS + 3)
+        ],
+    )
+    mock_find.return_value = _build_dashboard_mock(
+        slices=[_build_slice_mock(datasource)]
+    )
+
+    async with Client(mcp_server) as client:
+        result = await client.call_tool(
+            "get_dashboard_datasets", {"request": {"identifier": 1}}
+        )
+        data = json.loads(result.content[0].text)
+
+    dataset = data["datasets"][0]
+    assert len(dataset["columns"]) == MAX_DASHBOARD_DATASET_COLUMNS
+    assert len(dataset["metrics"]) == MAX_DASHBOARD_DATASET_METRICS
+    assert dataset["columns_truncated"] is True
+    assert dataset["metrics_truncated"] is True
+    assert dataset["total_column_count"] == MAX_DASHBOARD_DATASET_COLUMNS + 5
+    assert dataset["total_metric_count"] == MAX_DASHBOARD_DATASET_METRICS + 3

tests/unit_tests/utils/test_split.py

@@ -0,0 +1,81 @@
+# 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.
+
+from superset.utils.core import split
+
+
+def test_split_empty_string():
+    assert list(split("")) == [""]
+
+
+def test_split_leading_delimiter():
+    assert list(split(" a")) == [
+        "",
+        "a",
+    ]
+
+
+def test_split_trailing_delimiter():
+    assert list(split("a ")) == [
+        "a",
+        "",
+    ]
+
+
+def test_split_only_delimiter():
+    assert list(split(" ")) == [
+        "",
+        "",
+    ]
+
+
+def test_split_nested_parentheses():
+    assert list(
+        split(
+            "a,(b,(c,d))",
+            delimiter=",",
+        )
+    ) == [
+        "a",
+        "(b,(c,d))",
+    ]
+
+
+def test_branch_separator_found():
+    assert list(split("a b")) == [
+        "a",
+        "b",
+    ]
+
+
+def test_branch_separator_not_found():
+    assert list(split("ab")) == [
+        "ab",
+    ]
+
+
+def test_branch_parentheses():
+    assert list(split("(a b)")) == [
+        "(a b)",
+    ]
+
+
+def test_branch_escaped_quote():
+    assert list(split(r'"a\"b c" d')) == [
+        r'"a\"b c"',
+        "d",
+    ]