test(query-context): update normalize_df mock signature for new offset param

normalize_df now accepts an optional third sql_shifted_temporal_labels parameter (passed positionally from processing_time_offsets). Three pre-existing mocks in this file stubbed normalize_df with a fixed two-argument lambda, which broke when the call site started passing a third positional argument.
test(dataset): regression guards for Hours Offset bound and grain bugs
2026-08-21 15:41:16 +00:00 · 2026-08-20 18:06:05 +00:00 · 2026-08-20 18:06:05 +00:00 · 2026-08-20 18:06:05 +00:00 · 2026-08-20 11:04:19 -07:00 · 2026-08-20 11:00:54 -07:00
235 changed files with 4080 additions and 521 deletions
@@ -1,6 +1,6 @@
 name: Bug report
 description: Report a bug to improve Superset's stability
-labels: ["bug"]
+labels: ["#bug"]
 body:
  - type: markdown
    attributes:
@@ -1,7 +1,7 @@
 ---
 name: Cosmetic Issue
 about: Describe a cosmetic issue with CSS, positioning, layout, labeling, or similar
-labels: "cosmetic-issue"
+labels: "#bug:cosmetic"
 ---

 ## Screenshot
@@ -48,7 +48,7 @@ jobs:
          python-version: "3.11"

      - name: Install uv
-        uses: astral-sh/setup-uv@c771a70e6277c0a99b617c7a806ffedaca235ff9 # v9.0.0
+        uses: astral-sh/setup-uv@ae62891fec2bb8e7d6c99fc78c9fec3a63790f8d # v10.0.0
        with:
          python-version: "3.11"
          enable-cache: true
@@ -67,7 +67,7 @@ jobs:

      # Initializes the CodeQL tools for scanning.
      - name: Initialize CodeQL
-        uses: github/codeql-action/init@5595ccaf912efad79be6eef63a5619ff05969be3 # v4.37.6
+        uses: github/codeql-action/init@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
        with:
          languages: ${{ matrix.language }}
          # If you wish to specify custom queries, you can do so here or in a config file.
@@ -78,6 +78,6 @@ jobs:
          # queries: security-extended,security-and-quality

      - name: Perform CodeQL Analysis
-        uses: github/codeql-action/analyze@5595ccaf912efad79be6eef63a5619ff05969be3 # v4.37.6
+        uses: github/codeql-action/analyze@ff2f1c621b7f889edc0d3c761ac2e6a3f8cdb0dd # v4.37.7
        with:
          category: "/language:${{matrix.language}}"
@@ -64,8 +64,8 @@
    "antd": "^6.6.0",
    "baseline-browser-mapping": "^2.11.13",
    "caniuse-lite": "^1.0.30001809",
-    "docusaurus-plugin-openapi-docs": "^5.1.3",
-    "docusaurus-theme-openapi-docs": "^5.1.3",
+    "docusaurus-plugin-openapi-docs": "^5.2.0",
+    "docusaurus-theme-openapi-docs": "^5.2.0",
    "js-yaml": "^5.2.3",
    "json-bigint": "^1.0.0",
    "prism-react-renderer": "^2.4.1",
@@ -78,7 +78,7 @@
    "remark-import-partial": "^0.0.2",
    "reselect": "^5.2.0",
    "storybook": "^10.5.7",
-    "swagger-ui-react": "^5.32.12",
+    "swagger-ui-react": "^5.32.13",
    "swc-loader": "^0.2.7",
    "tinycolor2": "^1.4.2",
    "unist-util-visit": "^5.1.0"
@@ -93,7 +93,7 @@
    "@typescript-eslint/parser": "^8.67.0",
    "eslint": "^9.39.2",
    "eslint-plugin-react": "^7.37.5",
-    "globals": "^17.9.0",
+    "globals": "^17.11.0",
    "oxfmt": "^0.63.0",
    "typescript": "~6.0.3",
    "typescript-eslint": "^8.67.0",
@@ -8014,10 +8014,10 @@ doctrine@^2.1.0:
  dependencies:
    esutils "^2.0.2"

-docusaurus-plugin-openapi-docs@^5.1.3:
-  version "5.1.3"
-  resolved "https://registry.yarnpkg.com/docusaurus-plugin-openapi-docs/-/docusaurus-plugin-openapi-docs-5.1.3.tgz#b8cd5f8451aaf881deb1a744a8295685f1681865"
-  integrity sha512-HnpblSBdXoR39VNTIW9zWERUsMJxXOpvdQoBKyaTkUBPwCM48Z76+ndo2yO2vADq+EhWjJlfxL1DUzCrgNjThQ==
+docusaurus-plugin-openapi-docs@^5.2.0:
+  version "5.2.0"
+  resolved "https://registry.yarnpkg.com/docusaurus-plugin-openapi-docs/-/docusaurus-plugin-openapi-docs-5.2.0.tgz#8318ec90cd21fed023be57696211af7d72fd81db"
+  integrity sha512-MjrfRAMB64uvdxRVz6L9AXWe4QFjCdoBAzYs306yyI3nnXHsFj2lv2FnLA90JV9CAUZaGiYMvvkzBo2Nrkq/9w==
  dependencies:
    "@apidevtools/json-schema-ref-parser" "^15.3.3"
    "@redocly/openapi-core" "^2.25.2"
@@ -8035,10 +8035,10 @@ docusaurus-plugin-openapi-docs@^5.1.3:
    swagger2openapi "^7.0.8"
    xml-formatter "^3.6.6"

-docusaurus-theme-openapi-docs@^5.1.3:
-  version "5.1.3"
-  resolved "https://registry.yarnpkg.com/docusaurus-theme-openapi-docs/-/docusaurus-theme-openapi-docs-5.1.3.tgz#e23644a63785352abbc76e42760c0dfdff3669e1"
-  integrity sha512-npbD1QahtjAEmrOet/86i5fTmcJX4/rPhVT+c0qKjm7StUNbyqjwchSVBQuU1rB69T51JOA9TpT/y6QcB9Xjvw==
+docusaurus-theme-openapi-docs@^5.2.0:
+  version "5.2.0"
+  resolved "https://registry.yarnpkg.com/docusaurus-theme-openapi-docs/-/docusaurus-theme-openapi-docs-5.2.0.tgz#6d93a74e2e3cf0ae77d24e1c4144bd2e74a52115"
+  integrity sha512-L0b80LzaMUfr76a9EQXRPCf8nxkEz8Xo6Aknnke1UeE2oXsgoiVki6U+RTE7GmJRjO8zSNKXyckGmGmqqWuHeA==
  dependencies:
    "@hookform/error-message" "^2.0.1"
    "@reduxjs/toolkit" "^2.8.2"
@@ -8123,7 +8123,7 @@ domhandler@^5.0.2, domhandler@^5.0.3:
  dependencies:
    domelementtype "^2.3.0"

-dompurify@^3.3.3, dompurify@^3.4.12:
+dompurify@^3.3.3, dompurify@^3.4.13:
  version "3.4.13"
  resolved "https://registry.yarnpkg.com/dompurify/-/dompurify-3.4.13.tgz#fc28949d59f92d62e28a3a764bcbeee35897a1be"
  integrity sha512-2vmYIoqjze2d+kakP8S/nS5shfsl587kzwEjcGlTdiksUVgFHnFCsLYDVj/JNqJVOQZGSYBTmuycv0PodwmnMQ==
@@ -9174,10 +9174,10 @@ globals@^14.0.0:
  resolved "https://registry.yarnpkg.com/globals/-/globals-14.0.0.tgz#898d7413c29babcf6bafe56fcadded858ada724e"
  integrity sha512-oahGvuMGQlPw/ivIYBjVSrWAfWLBeku5tpPE2fOPLi+WHffIWbuh2tCjhyQhTBPMf5E9jDEH4FOmTYgYwbKwtQ==

-globals@^17.9.0:
-  version "17.9.0"
-  resolved "https://registry.yarnpkg.com/globals/-/globals-17.9.0.tgz#e43f252d6bbe71508da43902a1709c8895a59f70"
-  integrity sha512-m/MvAW61QVU5VDNF1Vj8axt016h8w7L5TU1e9zlab7XIttAT2YAlCwl75K1fOqvMM9apmD7lbCIRhpfkhmxhCg==
+globals@^17.11.0:
+  version "17.11.0"
+  resolved "https://registry.yarnpkg.com/globals/-/globals-17.11.0.tgz#d643485bb30220d7751e511cf4f68c73d3870d87"
+  integrity sha512-Z2I8hM+PbJDXQDq3Icgpzv+mPdwr68iZUU9d5WW4FuXfDUQfkZaZuvjMv42/5crNyw154+9+VWXbYrUgDXbxNw==

 globalthis@^1.0.4:
  version "1.0.4"
@@ -10284,10 +10284,10 @@ js-levenshtein@^1.1.6:
  resolved "https://registry.yarnpkg.com/js-tokens/-/js-tokens-4.0.0.tgz#19203fb59991df98e3a287050d4647cdeaf32499"
  integrity sha512-RdJUflcE3cUzKiMqQgsCu06FPu9UdIJO0beYbPhHN4k6apgJtifcoCtT9bcxOpYBtpD2kCM6Sbzg4CausW/PKQ==

-js-yaml@4.1.0, js-yaml@=4.3.0, js-yaml@^4.1.0, js-yaml@^4.1.1, js-yaml@^4.2.0, js-yaml@^4.3.0:
-  version "4.3.0"
-  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.3.0.tgz#d1900572a7f7cf0b5f540c83673e60bad3436592"
-  integrity sha512-1td788aAnnZ5qs7V2QIRl1owjtYpbKt749Y3xauqQgwIIGF/xXWz1wMTEBx5O3LK3lXLVuqXPdPxj2BoFHaW9Q==
+js-yaml@4.1.0, js-yaml@=4.3.1, js-yaml@^4.1.0, js-yaml@^4.1.1, js-yaml@^4.2.0, js-yaml@^4.3.0:
+  version "4.3.1"
+  resolved "https://registry.yarnpkg.com/js-yaml/-/js-yaml-4.3.1.tgz#01216c001d67f48e2cd560d708c7af21090a3848"
+  integrity sha512-CY6crGq313MX8GkwvB7tzgp99vjQxY1++5y10/BKN/GUfHqWaOGQMNZkBvqSzsZKWk/ijwHlWzzkLulsGHhjWQ==
  dependencies:
    argparse "^2.0.1"

@@ -15103,10 +15103,10 @@ swagger-client@^3.37.8:
    "@swagger-api/apidom-parser-adapter-openapi-yaml-3-2" "^1.12.0"
    "@swagger-api/apidom-parser-adapter-yaml-1-2" "^1.12.0"

-swagger-ui-react@^5.32.12:
-  version "5.32.12"
-  resolved "https://registry.yarnpkg.com/swagger-ui-react/-/swagger-ui-react-5.32.12.tgz#47525a26774eb02db0e6203af72f5b32fa6205cc"
-  integrity sha512-WCdkNOQyMTZDu+z356FpwVWHf1dwZgQPUjdQPh1L4r7jULaJTKKlIItXq6WsZdYeXvsHndMdxxccEQXOAroUHQ==
+swagger-ui-react@^5.32.13:
+  version "5.32.13"
+  resolved "https://registry.yarnpkg.com/swagger-ui-react/-/swagger-ui-react-5.32.13.tgz#04c96140b0a2d4ea01ebec4d4cfc655d5ed9a500"
+  integrity sha512-XIDl+Ny6kE1N8wpSPiOFrjPfAevs4GR4XmV6BT6NLMikkMFIbIVocWbA8pnKYyYXQe8Rccfli5o2zDfySw0FnQ==
  dependencies:
    "@babel/runtime-corejs3" "^7.27.1"
    "@scarf/scarf" "=1.4.0"
@@ -15115,11 +15115,11 @@ swagger-ui-react@^5.32.12:
    classnames "^2.5.1"
    css.escape "1.5.1"
    deep-extend "0.6.0"
-    dompurify "^3.4.12"
+    dompurify "^3.4.13"
    ieee754 "^1.2.1"
    immutable "^4.3.9"
    js-file-download "^0.4.12"
-    js-yaml "=4.3.0"
+    js-yaml "=4.3.1"
    lodash "^4.18.1"
    prop-types "^15.8.1"
    randexp "^0.5.3"
@@ -93,7 +93,7 @@ def find_models(module: ModuleType) -> list[type[Model]]:  # noqa: C901
    # where the current model is out-of-sync with the existing table after a
    # downgrade
    sqlalchemy_uri = current_app.config["SQLALCHEMY_DATABASE_URI"]
-    engine = create_engine(sqlalchemy_uri, future=True)
+    engine = create_engine(sqlalchemy_uri)
    Base = automap_base()  # noqa: N806
    Base.prepare(engine, reflect=True)
    seen = set()
@@ -99,7 +99,7 @@
        "geostyler-openlayers-parser": "^5.7.1",
        "geostyler-style": "11.0.2",
        "geostyler-wfs-parser": "^3.0.1",
-        "google-auth-library": "^11.0.1",
+        "google-auth-library": "^11.0.2",
        "immer": "^11.1.16",
        "interweave": "^13.1.1",
        "jquery": "^4.0.0",
@@ -186,7 +186,7 @@
        "@storybook/test-runner": "0.24.4",
        "@svgr/webpack": "^8.1.0",
        "@swc/core": "^1.15.47",
-        "@swc/plugin-emotion": "^14.15.0",
+        "@swc/plugin-emotion": "^14.19.0",
        "@swc/plugin-transform-imports": "^12.5.0",
        "@testing-library/dom": "^10.4.1",
        "@testing-library/jest-dom": "^7.0.1",
@@ -11808,9 +11808,9 @@
      }
    },
    "node_modules/@swc/plugin-emotion": {
-      "version": "14.15.0",
-      "resolved": "https://registry.npmjs.org/@swc/plugin-emotion/-/plugin-emotion-14.15.0.tgz",
-      "integrity": "sha512-nCsTO7mOOPz2UnT3N6YWb014uI0CVxeKg53A/KM/CvuSIE6H3KPkhaziJQ3q2jI3u3LfFuDKEnU5ZmB1330Dqg==",
+      "version": "14.19.0",
+      "resolved": "https://registry.npmjs.org/@swc/plugin-emotion/-/plugin-emotion-14.19.0.tgz",
+      "integrity": "sha512-0/q84ro0a7kdjpYpn9Wmi5/RLHYuSwYjO638lE5ZBQfIvYpSLJxbEgLsObCmdH4KPe2stoN8plVKUpCsKPggaw==",
      "dev": true,
      "license": "Apache-2.0",
      "dependencies": {
@@ -22783,9 +22783,9 @@
      "license": "MIT"
    },
    "node_modules/google-auth-library": {
-      "version": "11.0.1",
-      "resolved": "https://registry.npmjs.org/google-auth-library/-/google-auth-library-11.0.1.tgz",
-      "integrity": "sha512-ZqfaYduu9ASUaFuUk5dF9g9QvufdhhSj7jFiEnCrTQcH57sFPKYetM0iU4dcKkQk6CqC1xpSrVr5uQ9NhqjNOg==",
+      "version": "11.0.2",
+      "resolved": "https://registry.npmjs.org/google-auth-library/-/google-auth-library-11.0.2.tgz",
+      "integrity": "sha512-vzpgPutxrghPsnjrjpzLX2bdv8IOL719Rh0oEjGnQu8YCIbnbMuTTQ5zU9LcKvLdOPgCxBwppbvnhgW90Qna5Q==",
      "license": "Apache-2.0",
      "dependencies": {
        "base64-js": "^1.3.0",
@@ -43420,22 +43420,13 @@
      "license": "Apache-2.0",
      "dependencies": {
        "d3": "^3.5.17",
-        "prop-types": "^15.8.1",
-        "react": "^19.2.7"
+        "prop-types": "^15.8.1"
      },
      "peerDependencies": {
        "@apache-superset/core": "*",
        "@superset-ui/chart-controls": "*",
-        "@superset-ui/core": "*"
-      }
-    },
-    "plugins/plugin-chart-chord/node_modules/react": {
-      "version": "19.2.8",
-      "resolved": "https://registry.npmjs.org/react/-/react-19.2.8.tgz",
-      "integrity": "sha512-PWaYA1L/q9u2u7xYQi+Y3L3Yfnie7XyLeaJICV1MGD6LprsBxcAqGjYyr0eY3p+QdsA+x/Irkt4Qif8D63+Sbw==",
-      "license": "MIT",
-      "engines": {
-        "node": ">=0.10.0"
+        "@superset-ui/core": "*",
+        "react": "^18.3.0"
      }
    },
    "plugins/plugin-chart-country-map": {
@@ -176,7 +176,7 @@
    "geostyler-openlayers-parser": "^5.7.1",
    "geostyler-style": "11.0.2",
    "geostyler-wfs-parser": "^3.0.1",
-    "google-auth-library": "^11.0.1",
+    "google-auth-library": "^11.0.2",
    "immer": "^11.1.16",
    "interweave": "^13.1.1",
    "jquery": "^4.0.0",
@@ -263,7 +263,7 @@
    "@storybook/test-runner": "0.24.4",
    "@svgr/webpack": "^8.1.0",
    "@swc/core": "^1.15.47",
-    "@swc/plugin-emotion": "^14.15.0",
+    "@swc/plugin-emotion": "^14.19.0",
    "@swc/plugin-transform-imports": "^12.5.0",
    "@testing-library/dom": "^10.4.1",
    "@testing-library/jest-dom": "^7.0.1",
@@ -130,6 +130,7 @@ export enum GenericDataType {
  String = 1,
  Temporal = 2,
  Boolean = 3,
+  MultiValue = 4,
 }

 /**
@@ -28,6 +28,7 @@ import {
  FieldBinaryOutlined,
  FieldStringOutlined,
  NumberOutlined,
+  UnorderedListOutlined,
 } from '@ant-design/icons';
 import { Icons } from '@superset-ui/core/components';

@@ -72,6 +73,10 @@ export function ColumnTypeLabel({ type }: ColumnTypeLabelProps) {
    typeIcon = <FieldBinaryOutlined aria-label={t('boolean type icon')} />;
  } else if (type === GenericDataType.Temporal) {
    typeIcon = <ClockCircleOutlined aria-label={t('temporal type icon')} />;
+  } else if (type === GenericDataType.MultiValue) {
+    typeIcon = (
+      <UnorderedListOutlined aria-label={t('multi-value type icon')} />
+    );
  }

  return <TypeIconWrapper>{typeIcon}</TypeIconWrapper>;
@@ -64,4 +64,21 @@ describe('ColumnOption', () => {
    renderColumnTypeLabel({ type: GenericDataType.Temporal });
    expect(screen.getByLabelText('temporal type icon')).toBeVisible();
  });
+  test('multi-value (array) type shows list icon', () => {
+    renderColumnTypeLabel({ type: GenericDataType.MultiValue });
+    expect(screen.getByLabelText('multi-value type icon')).toBeVisible();
+  });
+});
+
+describe('GenericDataType enum parity', () => {
+  // These numeric values are shared with the backend enum in
+  // superset/utils/core.py (GenericDataType). They must stay in sync because
+  // the backend serializes columns using these integers.
+  test('values match the backend contract', () => {
+    expect(GenericDataType.Numeric).toBe(0);
+    expect(GenericDataType.String).toBe(1);
+    expect(GenericDataType.Temporal).toBe(2);
+    expect(GenericDataType.Boolean).toBe(3);
+    expect(GenericDataType.MultiValue).toBe(4);
+  });
 });
@@ -47,6 +47,10 @@ export default defineConfig({
  // Retry logic - 2 retries in CI, 0 locally
  retries: process.env.CI ? 2 : 0,

+  // Disable capturing Git commit info as the project's history is increasingly dense
+  // and breach Playwright's default 3-seconds `git` command timeout limit
+  captureGitInfo: { commit: false, diff: false },
+
  // Reporter configuration - multiple reporters for better visibility
  reporter: process.env.CI
    ? [
@@ -30,12 +30,12 @@
  },
  "dependencies": {
    "d3": "^3.5.17",
-    "prop-types": "^15.8.1",
-    "react": "^19.2.7"
+    "prop-types": "^15.8.1"
  },
  "peerDependencies": {
    "@apache-superset/core": "*",
    "@superset-ui/chart-controls": "*",
-    "@superset-ui/core": "*"
+    "@superset-ui/core": "*",
+    "react": "^18.3.0"
  }
 }
@@ -17,6 +17,10 @@
 * under the License.
 */

+import { getNumberFormatter } from '@superset-ui/core';
+import { render, fireEvent } from '../../../../spec/helpers/testing-library';
+import BigNumberVis from './BigNumberViz';
+
 /**
 * Tests for the color threshold formatter logic in BigNumberViz.
 *
@@ -83,3 +87,33 @@ describe('BigNumberViz color formatters', () => {
    expect(getColorFromValue).not.toHaveBeenCalled();
  });
 });
+
+describe('BigNumberViz context menu', () => {
+  test('invokes onContextMenu and stops the event bubbling to ancestor handlers', () => {
+    const onContextMenu = jest.fn();
+    const ancestorHandler = jest.fn();
+
+    const { container } = render(
+      <div onContextMenu={ancestorHandler}>
+        <BigNumberVis
+          width={200}
+          height={100}
+          bigNumber={42}
+          headerFormatter={getNumberFormatter()}
+          headerFontSize={0.3}
+          subheaderFontSize={0.125}
+          subtitleFontSize={0.125}
+          subtitle=""
+          refs={{}}
+          onContextMenu={onContextMenu}
+        />
+      </div>,
+    );
+
+    const headerLine = container.querySelector('.header-line');
+    fireEvent.contextMenu(headerLine!, { clientX: 10, clientY: 20 });
+
+    expect(onContextMenu).toHaveBeenCalledWith(10, 20);
+    expect(ancestorHandler).not.toHaveBeenCalled();
+  });
+});
@@ -224,6 +224,7 @@ function BigNumberVis({
    const handleContextMenu = (e: MouseEvent<HTMLDivElement>) => {
      if (onContextMenu) {
        e.preventDefault();
+        e.stopPropagation();
        onContextMenu(e.nativeEvent.clientX, e.nativeEvent.clientY);
      }
    };
@@ -390,6 +390,7 @@ export default function transformProps(chartProps: EchartsGanttChartProps) {
    [GenericDataType.String]: undefined,
    [GenericDataType.Temporal]: tooltipTimeFormatter,
    [GenericDataType.Boolean]: undefined,
+    [GenericDataType.MultiValue]: undefined,
  };

  const echartOptions: EChartsCoreOption = {
@@ -467,6 +467,14 @@ export function transformSeries(
          return formatter(numericValue);
        }
        if (!onlyTotal) {
+          // A stacked segment with no height begins and ends at the same
+          // coordinate as the top of the segment beneath it, so its label is
+          // drawn over that segment's label. Zero and null have no height, so
+          // they carry no label. The rich tooltip omits zero observations from
+          // a stacked series for the same reason.
+          if (stack && !numericValue) {
+            return '';
+          }
          if (
            numericValue >=
            (thresholdValues[dataIndex] || Number.MIN_SAFE_INTEGER)
@@ -20,13 +20,14 @@ import {
  CategoricalColorScale,
  ChartProps,
  TimeGranularity,
+  getNumberFormatter,
 } from '@superset-ui/core';
 import { GenericDataType } from '@apache-superset/core/common';
 import { supersetTheme } from '@apache-superset/core/theme';
 import type { SeriesOption } from 'echarts';
 import type { ScatterSeriesOption } from 'echarts/charts';
 import { EchartsTimeseriesSeriesType } from '../../src';
-import { TIMESERIES_CONSTANTS } from '../../src/constants';
+import { StackControlsValue, TIMESERIES_CONSTANTS } from '../../src/constants';
 import {
  LegendOrientation,
  EchartsTimeseriesChartProps,
@@ -566,3 +567,70 @@ test('getPadding should handle Left position with zero margin correctly', () =>
    getChartPaddingSpy.mockRestore();
  }
 });
+
+/**
+ * #42702: a stacked segment with no height starts and ends at the same
+ * coordinate as the top of the segment beneath it, so a value label on it is
+ * drawn over that segment's label. `percentage_threshold` does not filter these
+ * out: it defaults to 0, and `thresholdValues[dataIndex] || MIN_SAFE_INTEGER`
+ * turns a 0 threshold into "no filtering", which is intentional.
+ */
+const stackedLabel = (
+  numericValue: number | null,
+  opts: Record<string, unknown> = {},
+) => {
+  const series = transformSeries(
+    { id: 'B', name: 'B', data: [[1, numericValue]] } as SeriesOption,
+    mockColorScale,
+    'B',
+    {
+      seriesType: EchartsTimeseriesSeriesType.Bar,
+      stack: StackControlsValue.Stack,
+      showValue: true,
+      onlyTotal: false,
+      formatter: getNumberFormatter(),
+      thresholdValues: [0],
+      ...opts,
+    },
+  ) as SeriesOption & {
+    label: { formatter: (params: unknown) => string };
+  };
+  return series.label.formatter({
+    value: [1, numericValue],
+    dataIndex: 0,
+    seriesIndex: 1,
+    seriesName: 'B',
+  });
+};
+
+test('stacked value labels are omitted for a zero-height segment', () => {
+  expect(stackedLabel(0)).toBe('');
+  expect(stackedLabel(null)).toBe('');
+});
+
+test('stacked value labels are kept for segments that have height', () => {
+  expect(stackedLabel(32)).toBe('32');
+  expect(stackedLabel(-5)).toBe('-5');
+});
+
+test('a zero value keeps its label when the series is not stacked', () => {
+  // Without a stack the label sits on the bar itself, so there is nothing for
+  // it to collide with.
+  expect(stackedLabel(0, { stack: undefined })).toBe('0');
+});
+
+test('percentage_threshold still filters values below the threshold', () => {
+  // 10% of a 100 total. The zero-height guard must not swallow this rule.
+  expect(stackedLabel(5, { thresholdValues: [10] })).toBe('');
+  expect(stackedLabel(50, { thresholdValues: [10] })).toBe('50');
+});
+
+test('only-total labels are unaffected by the zero-height guard', () => {
+  expect(
+    stackedLabel(0, {
+      onlyTotal: true,
+      showValueIndexes: [1],
+      totalStackedValues: [32],
+    }),
+  ).toBe('32');
+});
@@ -223,6 +223,11 @@ export default function chartReducer(
  }

  if (action.type in actionHandlers) {
+    // ADD_CHART creates the entry, so it runs without prior state; every other
+    // handler reads state that is absent once the chart has been removed
+    if (action.type !== actions.ADD_CHART && !charts[action.key]) {
+      return charts;
+    }
    return {
      ...charts,
      [action.key]: actionHandlers[action.type](charts[action.key]),
@@ -91,4 +91,20 @@ describe('chart reducers', () => {
    expect(newState[chartKey].chartUpdateEndTime).toBeGreaterThan(0);
    expect(newState[chartKey].chartStatus).toEqual('failed');
  });
+
+  test('ignores an action for a chart that is no longer in state', () => {
+    const action = actions.chartUpdateStopped(999, new AbortController());
+    expect(() => chartReducer(charts, action)).not.toThrow();
+    expect(chartReducer(charts, action)).toEqual(charts);
+  });
+
+  test('still adds a chart that is not yet in state', () => {
+    const newChartKey = 2;
+    const newState = chartReducer(
+      charts,
+      actions.addChart({ ...chart, id: newChartKey }, newChartKey),
+    );
+    expect(newState[newChartKey].id).toEqual(newChartKey);
+    expect(newState[chartKey]).toEqual(testChart);
+  });
 });
@@ -1627,9 +1627,7 @@ function DatasourceEditor({
              {t(
                'Default URL to redirect to when accessing from the dataset list page. Accepts relative URLs such as',
              )}{' '}
-              <Typography.Text code>
-                /superset/dashboard/{'{id}'}/
-              </Typography.Text>
+              <Typography.Text code>/dashboard/{'{id}'}/</Typography.Text>
            </>
          }
          control={<TextControl controlId="default_endpoint" />}
@@ -71,6 +71,17 @@ test('renders Tabs', async () => {
  expect(screen.getByTestId('edit-dataset-tabs')).toBeInTheDocument();
 });

+test('recommends a registered client route for the default URL', async () => {
+  await asyncRender(createProps());
+
+  userEvent.click(screen.getByRole('tab', { name: 'Settings' }));
+
+  expect(await screen.findByText('/dashboard/{id}/')).toBeInTheDocument();
+  expect(
+    screen.queryByText('/superset/dashboard/{id}/'),
+  ).not.toBeInTheDocument();
+});
+
 test('can sync columns from source', async () => {
  const testProps = createProps();
  await asyncRender({
@@ -468,7 +468,7 @@ function SliceAdder({
          <AutoSizer>
            {({ height, width }: { height: number; width: number }) => (
              <List
-                style={{ width, height }}
+                style={{ width, height, maxHeight: height }}
                rowCount={filteredSlices.length}
                rowHeight={DEFAULT_CELL_HEIGHT}
                rowProps={listRowProps}
@@ -105,10 +105,17 @@ export const SamplesPane = ({
        1,
      )
        .then(response => {
-          setData(ensureIsArray(response.data));
-          setColnames(ensureIsArray(response.colnames));
-          setColtypes(ensureIsArray(response.coltypes));
-          setRowCount(response.rowcount);
+          // A 200 that carries no `result` payload resolves to undefined here.
+          // Read through it so the pane falls back to its empty state instead
+          // of throwing a TypeError that surfaces as an internal error message.
+          const rows = ensureIsArray(response?.data);
+          setData(rows);
+          setColnames(ensureIsArray(response?.colnames));
+          setColtypes(ensureIsArray(response?.coltypes));
+          // Fall back to the rows actually returned rather than to zero: the
+          // controls only render when there are rows, and a hardcoded 0 would
+          // label a populated table as "0 rows".
+          setRowCount(response?.rowcount ?? rows.length);
          setResponseError('');
          cache.set(queryFormData, true);
          if (queryForce) {
@@ -60,6 +60,27 @@ describe('SamplesPane', () => {
    400,
  );

+  // A 200 response that carries no `result` payload, as reported in #36840.
+  fetchMock.post(
+    'end:/datasource/samples?force=false&datasource_type=table&datasource_id=37&per_page=100&page=1',
+    {},
+  );
+
+  // A 200 whose result carries rows but omits `rowcount`.
+  fetchMock.post(
+    'end:/datasource/samples?force=false&datasource_type=table&datasource_id=38&per_page=100&page=1',
+    {
+      result: {
+        data: [
+          { __timestamp: 1230768000000, genre: 'Action' },
+          { __timestamp: 1230768000010, genre: 'Horror' },
+        ],
+        colnames: ['__timestamp', 'genre'],
+        coltypes: [2, 1],
+      },
+    },
+  );
+
  const setForceQuery = jest.fn();

  afterAll(() => {
@@ -114,4 +135,29 @@ describe('SamplesPane', () => {
    expect(queryByText('Action')).toBeVisible();
    expect(queryByText('Horror')).toBeVisible();
  });
+
+  test('renders the empty state when the response carries no result payload', async () => {
+    const props = createSamplesPaneProps({ datasourceId: 37 });
+    const { findByText, queryByRole } = render(<SamplesPane {...props} />, {
+      useRedux: true,
+    });
+
+    expect(
+      await findByText('No samples were returned for this dataset'),
+    ).toBeVisible();
+    // The pane should not leak an internal TypeError through the error alert.
+    expect(queryByRole('alert')).not.toBeInTheDocument();
+  });
+
+  test('counts the returned rows when the response omits rowcount', async () => {
+    const props = createSamplesPaneProps({ datasourceId: 38 });
+    const { findByText, queryByText } = render(<SamplesPane {...props} />, {
+      useRedux: true,
+    });
+
+    expect(await findByText('Action')).toBeVisible();
+    // Falling back to 0 here would label a populated table as "0 rows".
+    expect(queryByText('0 rows')).not.toBeInTheDocument();
+    expect(queryByText('2 rows')).toBeVisible();
+  });
 });
@@ -148,7 +148,7 @@ export const DatasourceItems = ({

  return (
    <List
-      style={{ width: width - BORDER_WIDTH, height }}
+      style={{ width: width - BORDER_WIDTH, height, maxHeight: height }}
      rowHeight={rowHeight}
      rowCount={flattenedItems.length}
      rowProps={rowProps}
@@ -251,4 +251,11 @@ export const DEFAULT_CONFIG_FORM_LAYOUT: ColumnConfigFormLayout = {
      { name: 'horizontalAlign', override: { defaultValue: 'left' } },
    ],
  ],
+  [GenericDataType.MultiValue]: [
+    [
+      'columnWidth',
+      { name: 'horizontalAlign', override: { defaultValue: 'left' } },
+    ],
+    ['truncateLongCells'],
+  ],
 };
@@ -207,38 +207,6 @@ describe('AdhocFilter', () => {
    expect(adhocFilter10.isValid()).toBe(true);
  });

-  test('is invalid when a comparator-taking operator has no comparator', () => {
-    // A comparator that was never set, or that was cleared through the value
-    // Select's clear affordance, is `undefined` rather than `null` or `[]`.
-    const adhocFilter1 = new AdhocFilter({
-      expressionType: ExpressionTypes.Simple,
-      subject: 'is_intro',
-      operator: 'IN',
-      comparator: undefined,
-      clause: Clauses.Where,
-    });
-    expect(adhocFilter1.isValid()).toBe(false);
-
-    const adhocFilter2 = new AdhocFilter({
-      expressionType: ExpressionTypes.Simple,
-      subject: 'is_intro',
-      operator: '==',
-      comparator: undefined,
-      clause: Clauses.Where,
-    });
-    expect(adhocFilter2.isValid()).toBe(false);
-
-    // `false` is a legitimate boolean comparator, not a missing value
-    const adhocFilter3 = new AdhocFilter({
-      expressionType: ExpressionTypes.Simple,
-      subject: 'is_intro',
-      operator: '==',
-      comparator: false,
-      clause: Clauses.Where,
-    });
-    expect(adhocFilter3.isValid()).toBe(true);
-  });
-
  test('can translate from simple expressions to sql expressions', () => {
    const adhocFilter1 = new AdhocFilter({
      expressionType: ExpressionTypes.Simple,
@@ -302,6 +270,74 @@ describe('AdhocFilter', () => {
    });
    expect(adhocFilter.comparator).toBe(undefined);
  });
+  // Charts saved before #32701 persisted `==` as the operation for IS_TRUE and
+  // IS_FALSE, alongside a boolean comparator. `translateToSql` and the backend
+  // both key off `operator`, so dropping the comparator would render such a
+  // filter as `col =` and query it as `col IS NULL`.
+  test('keeps the legacy boolean comparator for IS_TRUE', () => {
+    const adhocFilter = new AdhocFilter({
+      expressionType: ExpressionTypes.Simple,
+      subject: 'col',
+      operator: '==',
+      operatorId: Operators.IsTrue,
+      comparator: true,
+      clause: Clauses.Where,
+    });
+    expect(adhocFilter.operator).toBe('==');
+    expect(adhocFilter.comparator).toBe(true);
+    expect(adhocFilter.translateToSql()).toBe("col = 'TRUE'");
+  });
+  test('keeps the legacy boolean comparator for IS_FALSE', () => {
+    const adhocFilter = new AdhocFilter({
+      expressionType: ExpressionTypes.Simple,
+      subject: 'col',
+      operator: '==',
+      operatorId: Operators.IsFalse,
+      comparator: false,
+      clause: Clauses.Where,
+    });
+    expect(adhocFilter.operator).toBe('==');
+    expect(adhocFilter.comparator).toBe(false);
+    expect(adhocFilter.translateToSql()).toBe("col = 'FALSE'");
+  });
+  test('restores the boolean even when the stored comparator is missing', () => {
+    const adhocFilter = new AdhocFilter({
+      expressionType: ExpressionTypes.Simple,
+      subject: 'col',
+      operator: '==',
+      operatorId: Operators.IsTrue,
+      clause: Clauses.Where,
+    });
+    expect(adhocFilter.comparator).toBe(true);
+  });
+  test('keeps a legacy boolean filter intact when the control re-posts it', () => {
+    const stored = {
+      expressionType: ExpressionTypes.Simple,
+      subject: 'col',
+      operator: '==',
+      operatorId: Operators.IsTrue,
+      comparator: true,
+      clause: Clauses.Where,
+    };
+    // DndFilterSelect wraps props.value and hands those instances to onChange
+    const posted = JSON.parse(JSON.stringify(new AdhocFilter(stored)));
+    expect(posted.operator).toBe('==');
+    expect(posted.comparator).toBe(true);
+    expect(posted.operatorId).toBe(Operators.IsTrue);
+  });
+  test('leaves a genuine equality filter on a boolean value alone', () => {
+    const adhocFilter = new AdhocFilter({
+      expressionType: ExpressionTypes.Simple,
+      subject: 'col',
+      operator: '==',
+      operatorId: Operators.Equals,
+      comparator: true,
+      clause: Clauses.Where,
+    });
+    expect(adhocFilter.operator).toBe('==');
+    expect(adhocFilter.comparator).toBe(true);
+    expect(adhocFilter.translateToSql()).toBe("col = 'TRUE'");
+  });
  test('sets the label properly if subject is a string', () => {
    const adhocFilter = new AdhocFilter({
      expressionType: ExpressionTypes.Simple,
@@ -30,6 +30,15 @@ const CUSTOM_OPERATIONS = [...CUSTOM_OPERATORS].map(
  op => OPERATOR_ENUM_TO_OPERATOR_TYPE[op].operation,
 );

+// Charts saved before #32701 store `==` for IS_TRUE/IS_FALSE with the boolean
+// in the comparator; blanking it makes them query `col IS NULL`. Restoring it
+// leaves the emitted SQL untouched -- reconciling `operator` to `IS TRUE`
+// would not, and Druid rejects that predicate on VARCHAR columns.
+const LEGACY_BOOLEAN_COMPARATORS = new Map<string, boolean>([
+  [Operators.IsTrue, true],
+  [Operators.IsFalse, false],
+]);
+
 interface AdhocFilterInput {
  expressionType?: string;
  subject?: string | { column_name?: string; [key: string]: unknown } | null;
@@ -77,6 +86,16 @@ export default class AdhocFilter {
      ) {
        this.comparator = undefined;
      }
+      if (
+        this.operator ===
+          OPERATOR_ENUM_TO_OPERATOR_TYPE[Operators.Equals].operation &&
+        adhocFilter.operatorId &&
+        LEGACY_BOOLEAN_COMPARATORS.has(adhocFilter.operatorId)
+      ) {
+        this.comparator = LEGACY_BOOLEAN_COMPARATORS.get(
+          adhocFilter.operatorId,
+        );
+      }
      this.clause = adhocFilter.clause || Clauses.Where;
      this.sqlExpression = null;
    } else if (this.expressionType === ExpressionTypes.Sql) {
@@ -163,10 +182,8 @@ export default class AdhocFilter {
          // A non-empty array of values ('IN' or 'NOT IN' clauses)
          return this.comparator.length > 0;
        }
-        // A value has been selected or typed. An unset comparator is
-        // `undefined` rather than `null`: picking a new subject resets it, and
-        // the value Select's clear affordance emits `undefined` too.
-        return this.comparator != null;
+        // A value has been selected or typed
+        return this.comparator !== null;
      }
    }

@@ -181,29 +181,6 @@ describe('AdhocFilterEditPopover', () => {
    expect(saveButton).toBeDisabled();
  });

-  test('disables save button when a boolean column has no value selected', async () => {
-    const booleanColumn = { type: 'BOOL', column_name: 'is_intro' };
-    renderPopover({
-      adhocFilter: new AdhocFilter({
-        expressionType: ExpressionTypes.Simple,
-        clause: Clauses.Where,
-      }),
-      options: [booleanColumn],
-      datasource: { columns: [booleanColumn], filter_select: false },
-    });
-
-    // Picking the subject resets the comparator to `undefined`; the value
-    // control is then left untouched, mirroring the reported repro.
-    await userEvent.click(screen.getByTestId('select-element'));
-    await userEvent.click(
-      await screen.findByRole('option', { name: /is_intro/ }),
-    );
-
-    expect(
-      screen.getByTestId('adhoc-filter-edit-popover-save-button'),
-    ).toBeDisabled();
-  });
-
  test('initiates resize when resize handle is dragged', async () => {
    const onResize = jest.fn();
    renderPopover({ onResize });
@@ -367,8 +367,22 @@ function AdhocFilterEditPopover({
              </ErrorBoundary>
            ),
          },
-          ...(datasource?.type === 'semantic_view'
-            ? []
+          ...(datasource?.type === 'semantic_view' ||
+          [
+            Operators.ContainsAny,
+            Operators.ContainsAll,
+            Operators.IsEmpty,
+            Operators.IsNotEmpty,
+            Operators.LengthEquals,
+            Operators.LengthGreaterThan,
+            Operators.LengthLessThan,
+            Operators.LengthGreaterThanOrEqual,
+            Operators.LengthLessThanOrEqual,
+          ].includes(adhocFilter.operatorId as Operators)
+            ? // Hide the Custom SQL tab for element-level array operators: they
+              // have no portable SQL representation, and converting one would
+              // silently turn the filter into invalid raw SQL.
+              []
            : [
                {
                  key: ExpressionTypes.Sql,
@@ -35,6 +35,7 @@ import {
 } from 'src/explore/constants';
 import AdhocMetric from 'src/explore/components/controls/MetricControl/AdhocMetric';
 import { FeatureFlag, isFeatureEnabled } from '@superset-ui/core';
+import { GenericDataType } from '@apache-superset/core/common';
 import fetchMock from 'fetch-mock';

 import { TestDataset, Dataset } from '@superset-ui/chart-controls';
@@ -252,6 +253,78 @@ test('shows boolean only operators when subject is number', () => {
  ].map(operator => expect(isOperatorRelevant(operator, 'value')).toBe(true));
 });

+test('shows array operators (tier 1 + tier 2) when subject is multi-value', () => {
+  const props = setup({
+    adhocFilter: new AdhocFilter({
+      expressionType: ExpressionTypes.Simple,
+      subject: 'skills',
+      operatorId: undefined,
+      operator: undefined,
+      comparator: undefined,
+      clause: undefined,
+    }),
+    datasource: {
+      columns: [
+        {
+          id: 3,
+          column_name: 'skills',
+          type: 'Array(String)',
+          type_generic: GenericDataType.MultiValue,
+        },
+      ],
+    },
+  });
+  const { isOperatorRelevant } = useSimpleTabFilterProps(
+    props as unknown as Props,
+  );
+  // Tier 1 (whole-array) + Tier 2 (element-level) are all relevant.
+  [
+    Operators.Equals,
+    Operators.NotEquals,
+    Operators.In,
+    Operators.NotIn,
+    Operators.IsNull,
+    Operators.IsNotNull,
+    Operators.ContainsAny,
+    Operators.ContainsAll,
+    Operators.IsEmpty,
+    Operators.IsNotEmpty,
+  ].forEach(operator =>
+    expect(isOperatorRelevant(operator, 'skills')).toBe(true),
+  );
+  // scalar-only operators are hidden for array columns
+  [Operators.GreaterThan, Operators.LessThan, Operators.Like].forEach(
+    operator => expect(isOperatorRelevant(operator, 'skills')).toBe(false),
+  );
+});
+
+test('hides element-level array operators for non multi-value columns', () => {
+  const props = setup({
+    adhocFilter: new AdhocFilter({
+      expressionType: ExpressionTypes.Simple,
+      subject: 'value',
+      operatorId: undefined,
+      operator: undefined,
+      comparator: undefined,
+      clause: undefined,
+    }),
+    datasource: {
+      columns: [{ id: 3, column_name: 'value', type: 'STRING' }],
+    },
+  });
+  const { isOperatorRelevant } = useSimpleTabFilterProps(
+    props as unknown as Props,
+  );
+  [
+    Operators.ContainsAny,
+    Operators.ContainsAll,
+    Operators.IsEmpty,
+    Operators.IsNotEmpty,
+  ].forEach(operator =>
+    expect(isOperatorRelevant(operator, 'value')).toBe(false),
+  );
+});
+
 test('will convert from individual comparator to array if the operator changes to multi', () => {
  const props = setup();
  const { onOperatorChange } = useSimpleTabFilterProps(
@@ -309,6 +382,49 @@ test('will convert from array to individual comparators if the operator changes
  );
 });

+test('resets the comparator when switching between array value families', () => {
+  // Equal to (whole-array literal) -> Contains all (individual elements):
+  // the value spaces are incompatible, so the stale value must be cleared.
+  const wholeArrayFilter = new AdhocFilter({
+    expressionType: ExpressionTypes.Simple,
+    subject: 'scores',
+    operatorId: Operators.Equals,
+    operator: OPERATOR_ENUM_TO_OPERATOR_TYPE[Operators.Equals].operation,
+    comparator: '[5,6,7]',
+    clause: Clauses.Where,
+  });
+  const props = setup({ adhocFilter: wholeArrayFilter });
+  const { onOperatorChange } = useSimpleTabFilterProps(
+    props as unknown as Props,
+  );
+  onOperatorChange(Operators.ContainsAll);
+  const lastCall =
+    props.onChange.mock.calls[props.onChange.mock.calls.length - 1][0];
+  expect(lastCall.operatorId).toEqual(Operators.ContainsAll);
+  expect(lastCall.comparator).toBeUndefined();
+});
+
+test('keeps the value when switching within the element family', () => {
+  // Contains any <-> Contains all both take individual elements, so the
+  // selected elements should carry over.
+  const elementFilter = new AdhocFilter({
+    expressionType: ExpressionTypes.Simple,
+    subject: 'scores',
+    operatorId: Operators.ContainsAny,
+    operator: OPERATOR_ENUM_TO_OPERATOR_TYPE[Operators.ContainsAny].operation,
+    comparator: ['5', '6'],
+    clause: Clauses.Where,
+  });
+  const props = setup({ adhocFilter: elementFilter });
+  const { onOperatorChange } = useSimpleTabFilterProps(
+    props as unknown as Props,
+  );
+  onOperatorChange(Operators.ContainsAll);
+  const lastCall =
+    props.onChange.mock.calls[props.onChange.mock.calls.length - 1][0];
+  expect(lastCall.comparator).toEqual(['5', '6']);
+});
+
 test('passes the new adhocFilter to onChange after onComparatorChange', () => {
  const props = setup();
  const { onComparatorChange } = useSimpleTabFilterProps(
@@ -399,6 +515,28 @@ test('will not display boolean operators when column type is string', () => {
  });
 });

+test.each(['STRING', 'DATE'])(
+  'will not display boolean operators when an expression column declares type %s',
+  type => {
+    const props = setup({
+      datasource: {
+        type: 'table' as const,
+        datasource_name: 'table1',
+        schema: 'schema',
+        columns: [{ column_name: 'value', type, expression: '"value"' }],
+      },
+      adhocFilter: simpleAdhocFilter,
+    });
+    const { isOperatorRelevant } = useSimpleTabFilterProps(
+      props as unknown as Props,
+    );
+    const booleanOnlyOperators = [Operators.IsTrue, Operators.IsFalse];
+    booleanOnlyOperators.forEach(operator => {
+      expect(isOperatorRelevant(operator, 'value')).toBe(false);
+    });
+  },
+);
+
 test('will display boolean operators when column is an expression', () => {
  const props = setup({
    datasource: {
@@ -32,6 +32,7 @@ import {
  isDefined,
  SupersetClient,
 } from '@superset-ui/core';
+import { GenericDataType } from '@apache-superset/core/common';
 import { styled, useTheme, css } from '@apache-superset/core/theme';
 import {
  Operators,
@@ -118,6 +119,8 @@ export const useSimpleTabFilterProps = (props: Props) => {
    const isColumnNumber =
      !!column && (column.type === 'INT' || column.type === 'INTEGER');
    const isColumnFunction = !!column && !!column.expression;
+    const isColumnMultiValue =
+      !!column && column.type_generic === GenericDataType.MultiValue;

    if (operator && operator === Operators.LatestPartition) {
      const { partitionColumn } = props;
@@ -127,8 +130,41 @@ export const useSimpleTabFilterProps = (props: Props) => {
      // hide the TEMPORAL_RANGE operator
      return false;
    }
+    // Element-level array operators only apply to multi-value columns.
+    const arrayElementOperators = [
+      Operators.ContainsAny,
+      Operators.ContainsAll,
+      Operators.IsEmpty,
+      Operators.IsNotEmpty,
+      Operators.LengthEquals,
+      Operators.LengthGreaterThan,
+      Operators.LengthLessThan,
+      Operators.LengthGreaterThanOrEqual,
+      Operators.LengthLessThanOrEqual,
+    ];
+    if (arrayElementOperators.includes(operator)) {
+      return isColumnMultiValue;
+    }
+    if (isColumnMultiValue) {
+      // Array columns support whole-array operators (=, !=, In, Not in, null
+      // checks) plus the element-level operators above. Scalar-only operators
+      // (Like, <, >, <=, >=) are hidden because they aren't valid on an array.
+      return [
+        Operators.Equals,
+        Operators.NotEquals,
+        Operators.In,
+        Operators.NotIn,
+        Operators.IsNull,
+        Operators.IsNotNull,
+        ...arrayElementOperators,
+      ].includes(operator);
+    }
    if (operator === Operators.IsTrue || operator === Operators.IsFalse) {
-      return isColumnBoolean || isColumnNumber || isColumnFunction;
+      // An expression column may evaluate to a boolean, but that is only a
+      // safe assumption while its type is unknown; a declared type wins.
+      return (
+        isColumnBoolean || isColumnNumber || (isColumnFunction && !column?.type)
+      );
    }
    if (isColumnBoolean) {
      return operator === Operators.IsNull || operator === Operators.IsNotNull;
@@ -167,9 +203,19 @@ export const useSimpleTabFilterProps = (props: Props) => {
          ].operation
        : null;
    if (!isDefined(operator)) {
-      // if operator is `null`, use the `IN` and reset the comparator.
-      operator = Operators.In;
-      operatorId = Operators.In;
+      // The previous operator is not relevant for the new subject; pick a
+      // sensible default and reset the comparator. Multi-value (array) columns
+      // default to "Contains any" (element membership) rather than the
+      // scalar-only IN.
+      const newColumn = props.datasource.columns?.find(
+        col => col.column_name === subject,
+      );
+      const defaultOperator =
+        newColumn?.type_generic === GenericDataType.MultiValue
+          ? Operators.ContainsAny
+          : Operators.In;
+      operator = defaultOperator;
+      operatorId = defaultOperator;
      comparator = undefined;
    }

@@ -193,10 +239,38 @@ export const useSimpleTabFilterProps = (props: Props) => {
  };
  const onOperatorChange = (operatorId: Operators) => {
    const currentComparator = props.adhocFilter.comparator;
+    // The value space differs between operator families: element-level array
+    // ops (Contains any/all) take individual elements, whole-array/scalar ops
+    // (=, In, …) take whole arrays or scalars, Length ops take a count, and the
+    // unary ops take nothing. A value from one family is meaningless in another,
+    // so reset the value when the family changes (e.g. Equal to -> Contains all).
+    const comparatorKind = (op?: Operators): string => {
+      if (!op) return 'none';
+      if (op === Operators.ContainsAny || op === Operators.ContainsAll) {
+        return 'element';
+      }
+      if (
+        op === Operators.LengthEquals ||
+        op === Operators.LengthGreaterThan ||
+        op === Operators.LengthLessThan ||
+        op === Operators.LengthGreaterThanOrEqual ||
+        op === Operators.LengthLessThanOrEqual
+      ) {
+        return 'length';
+      }
+      if (DISABLE_INPUT_OPERATORS.includes(op)) return 'none';
+      return 'value';
+    };
+    const valueFamilyChanged =
+      comparatorKind(props.adhocFilter.operatorId as Operators | undefined) !==
+      comparatorKind(operatorId);
+
    let newComparator;
-    // convert between list of comparators and individual comparators
-    // (e.g. `in ('North America', 'Africa')` to `== 'North America'`)
-    if (MULTI_OPERATORS.has(operatorId)) {
+    if (valueFamilyChanged) {
+      newComparator = undefined;
+    } else if (MULTI_OPERATORS.has(operatorId)) {
+      // convert between list of comparators and individual comparators
+      // (e.g. `in ('North America', 'Africa')` to `== 'North America'`)
      newComparator = Array.isArray(currentComparator)
        ? currentComparator
        : [currentComparator].filter(element => element != null);
@@ -433,19 +507,42 @@ const AdhocFilterEditPopoverSimpleTabContent: FC<Props> = props => {
        if (loadingComparatorSuggestions) {
          controller.abort();
        }
+        // Element-level array operators (Contains any / Contains all) search
+        // inside the array, so suggest individual elements; whole-array
+        // operators (=, In, …) keep the default distinct-array suggestions.
+        const { operatorId } = props.adhocFilter;
+        const arrayElements =
+          operatorId === Operators.ContainsAny ||
+          operatorId === Operators.ContainsAll;
        setLoadingComparatorSuggestions(true);
        SupersetClient.get({
          signal,
-          endpoint: `/api/v1/datasource/${datasource.type}/${datasource.id}/column/${col}/values/`,
+          endpoint: `/api/v1/datasource/${datasource.type}/${datasource.id}/column/${col}/values/${
+            arrayElements ? '?array_elements=true' : ''
+          }`,
        })
          .then(({ json }) => {
            setSuggestions(
-              json.result.map(
-                (suggestion: null | number | boolean | string) => ({
-                  value: suggestion,
-                  label: optionLabel(suggestion),
-                }),
-              ),
+              json.result.map((suggestion: unknown) => {
+                // Complex column values arrive as JS arrays or objects: whole
+                // arrays for MULTI_VALUE columns (e.g. [5, 6, 7]) and Map/Tuple
+                // objects for nested-container columns (e.g. {"a": ["x","y"]}).
+                // A raw array/object is neither a valid single-select value
+                // (antd collapses an array to its first element) nor renderable
+                // as a React child (an object throws). Render it as its literal
+                // string, which is also exactly what the backend's
+                // parse_array_literal expects for the whole-array operators.
+                if (suggestion !== null && typeof suggestion === 'object') {
+                  const literal = JSON.stringify(suggestion);
+                  return { value: literal, label: literal };
+                }
+                return {
+                  value: suggestion as null | number | boolean | string,
+                  label: optionLabel(
+                    suggestion as null | number | boolean | string,
+                  ),
+                };
+              }),
            );
            setLoadingComparatorSuggestions(false);
          })
@@ -464,6 +561,7 @@ const AdhocFilterEditPopoverSimpleTabContent: FC<Props> = props => {
  }, [
    props.adhocFilter.subject,
    props.adhocFilter.clause,
+    props.adhocFilter.operatorId,
    props.datasource,
    datePicker,
  ]);
@@ -44,6 +44,17 @@ export const OPERATORS_TO_SQL = {
  'IS NULL': 'IS NULL',
  'IS TRUE': 'IS TRUE',
  'IS FALSE': 'IS FALSE',
+  // Element-level array operators (shown as filter labels; not executable SQL —
+  // the Custom SQL tab is hidden for these).
+  CONTAINS_ANY: 'CONTAINS ANY',
+  CONTAINS_ALL: 'CONTAINS ALL',
+  IS_EMPTY: 'IS EMPTY',
+  IS_NOT_EMPTY: 'IS NOT EMPTY',
+  LENGTH_EQUALS: 'LENGTH =',
+  LENGTH_GREATER_THAN: 'LENGTH >',
+  LENGTH_LESS_THAN: 'LENGTH <',
+  LENGTH_GREATER_THAN_OR_EQUALS: 'LENGTH >=',
+  LENGTH_LESS_THAN_OR_EQUALS: 'LENGTH <=',
  'LATEST PARTITION': ({
    datasource,
  }: {
@@ -45,6 +45,17 @@ export enum Operators {
  IsTrue = 'IS_TRUE',
  IsFalse = 'IS_FALSE',
  TemporalRange = 'TEMPORAL_RANGE',
+  // Element-level operators for multi-value (array) columns
+  ContainsAny = 'CONTAINS_ANY',
+  ContainsAll = 'CONTAINS_ALL',
+  IsEmpty = 'IS_EMPTY',
+  IsNotEmpty = 'IS_NOT_EMPTY',
+  // Length (element-count) comparison operators for array columns
+  LengthEquals = 'LENGTH_EQUALS',
+  LengthGreaterThan = 'LENGTH_GREATER_THAN',
+  LengthLessThan = 'LENGTH_LESS_THAN',
+  LengthGreaterThanOrEqual = 'LENGTH_GREATER_THAN_OR_EQUALS',
+  LengthLessThanOrEqual = 'LENGTH_LESS_THAN_OR_EQUALS',
 }

 export interface OperatorType {
@@ -89,6 +100,39 @@ export const OPERATOR_ENUM_TO_OPERATOR_TYPE: {
    display: t('TEMPORAL_RANGE'),
    operation: 'TEMPORAL_RANGE',
  },
+  [Operators.ContainsAny]: {
+    display: t('Contains any'),
+    operation: 'CONTAINS_ANY',
+  },
+  [Operators.ContainsAll]: {
+    display: t('Contains all'),
+    operation: 'CONTAINS_ALL',
+  },
+  [Operators.IsEmpty]: { display: t('Is empty'), operation: 'IS_EMPTY' },
+  [Operators.IsNotEmpty]: {
+    display: t('Is not empty'),
+    operation: 'IS_NOT_EMPTY',
+  },
+  [Operators.LengthEquals]: {
+    display: t('Length equals (=)'),
+    operation: 'LENGTH_EQUALS',
+  },
+  [Operators.LengthGreaterThan]: {
+    display: t('Length greater than (>)'),
+    operation: 'LENGTH_GREATER_THAN',
+  },
+  [Operators.LengthLessThan]: {
+    display: t('Length less than (<)'),
+    operation: 'LENGTH_LESS_THAN',
+  },
+  [Operators.LengthGreaterThanOrEqual]: {
+    display: t('Length greater or equal (>=)'),
+    operation: 'LENGTH_GREATER_THAN_OR_EQUALS',
+  },
+  [Operators.LengthLessThanOrEqual]: {
+    display: t('Length less or equal (<=)'),
+    operation: 'LENGTH_LESS_THAN_OR_EQUALS',
+  },
 };

 export const OPERATORS_OPTIONS = Object.values(Operators) as Operators[];
@@ -105,7 +149,12 @@ export const HAVING_OPERATORS = [
  Operators.GreaterThan,
  Operators.GreaterThanOrEqual,
 ];
-export const MULTI_OPERATORS = new Set([Operators.In, Operators.NotIn]);
+export const MULTI_OPERATORS = new Set([
+  Operators.In,
+  Operators.NotIn,
+  Operators.ContainsAny,
+  Operators.ContainsAll,
+]);
 // CUSTOM_OPERATORS will show operator in simple mode,
 // but will generate customized sqlExpression
 export const CUSTOM_OPERATORS = new Set([
@@ -120,6 +169,8 @@ export const DISABLE_INPUT_OPERATORS = [
  Operators.LatestPartition,
  Operators.IsTrue,
  Operators.IsFalse,
+  Operators.IsEmpty,
+  Operators.IsNotEmpty,
 ];

 export const sqlaAutoGeneratedMetricNameRegex =
@@ -82,3 +82,14 @@ test('Should handle boolean true comparator as a string value', () => {
    "subject operator 'TRUE'",
  );
 });
+
+test('Should render array-literal comparators as-is (not quoted)', () => {
+  // Whole-array = filter: the pasted array literal is shown unquoted.
+  expect(getSimpleSQLExpression('ingredients', '=', "['1 large egg']")).toBe(
+    "ingredients = ['1 large egg']",
+  );
+  // IN with multiple array literals.
+  expect(
+    getSimpleSQLExpression('ingredients', Operators.In, ["['a']", "['b']"]),
+  ).toBe(`ingredients ${Operators.In} (['a'], ['b'])`);
+});
@@ -461,10 +461,15 @@ export const getSimpleSQLExpression = (
    if (comparatorArray.length > 0 && showComparator) {
      const formattedComparators = comparatorArray
        .map(val => optionLabel(val))
-        .map(
-          val =>
-            `${quote}${isString ? String(val).replace(/'/g, "''") : val}${quote}`,
-        );
+        .map(val => {
+          // Array-literal values (e.g. ['a', 'b']) are shown as-is rather than
+          // quoted/escaped as a string, so array-column filters read naturally.
+          const asString = String(val);
+          if (asString.startsWith('[') && asString.endsWith(']')) {
+            return asString;
+          }
+          return `${quote}${isString ? asString.replace(/'/g, "''") : val}${quote}`;
+        });
      expression += ` ${prefix}${formattedComparators.join(', ')}${suffix}`;
    }
  }
@@ -31,7 +31,12 @@ import {
 import { Group, Role, UserObject } from 'src/pages/UsersList/types';
 import { Actions } from 'src/constants';
 import { BaseUserListModalProps, FormValues } from './types';
-import { createUser, updateUser, atLeastOneRoleOrGroup } from './utils';
+import {
+  createUser,
+  updateUser,
+  atLeastOneRoleOrGroup,
+  handleUserError,
+} from './utils';

 export interface UserModalProps extends BaseUserListModalProps {
  roles: Role[];
@@ -51,36 +56,6 @@ function UserListModal({
 }: UserModalProps) {
  const { addDangerToast, addSuccessToast } = useToasts();
  const handleFormSubmit = async (values: FormValues) => {
-    const handleError = async (
-      err: any,
-      action: Actions.CREATE | Actions.UPDATE,
-    ) => {
-      let errorMessage =
-        action === Actions.CREATE
-          ? t('There was an error creating the user. Please, try again.')
-          : t('There was an error updating the user. Please, try again.');
-
-      if (err.status === 422) {
-        const errorData = await err.json();
-        const detail = errorData?.message || '';
-
-        if (detail.includes('duplicate key value')) {
-          if (detail.includes('ab_user_username_key')) {
-            errorMessage = t(
-              'This username is already taken. Please choose another one.',
-            );
-          } else if (detail.includes('ab_user_email_key')) {
-            errorMessage = t(
-              'This email is already associated with an account. Please choose another one.',
-            );
-          }
-        }
-      }
-
-      addDangerToast(errorMessage);
-      throw err;
-    };
-
    if (isEditMode) {
      if (!user) {
        throw new Error('User is required in edit mode');
@@ -89,14 +64,14 @@ function UserListModal({
        await updateUser(user.id, values);
        addSuccessToast(t('The user has been updated successfully.'));
      } catch (err) {
-        await handleError(err, Actions.UPDATE);
+        await handleUserError(err as Response, Actions.UPDATE, addDangerToast);
      }
    } else {
      try {
        await createUser(values);
        addSuccessToast(t('The user has been created successfully.'));
      } catch (err) {
-        await handleError(err, Actions.CREATE);
+        await handleUserError(err as Response, Actions.CREATE, addDangerToast);
      }
    }
  };
@@ -0,0 +1,99 @@
+/**
+ * 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 { Actions } from 'src/constants';
+import { handleUserError } from './utils';
+
+test('shows the password validation message from a 400 response', async () => {
+  const error = new Response(
+    JSON.stringify({
+      message: {
+        password: ['Password must be at least 8 characters long.'],
+      },
+    }),
+    { status: 400 },
+  );
+  const addDangerToast = jest.fn();
+
+  await expect(
+    handleUserError(error, Actions.CREATE, addDangerToast),
+  ).rejects.toBe(error);
+  expect(addDangerToast).toHaveBeenCalledWith(
+    'Password must be at least 8 characters long.',
+  );
+});
+
+test('shows a plain string message from a 400 response', async () => {
+  const error = new Response(
+    JSON.stringify({ message: 'User must have at least one role or group!' }),
+    { status: 400 },
+  );
+  const addDangerToast = jest.fn();
+
+  await expect(
+    handleUserError(error, Actions.UPDATE, addDangerToast),
+  ).rejects.toBe(error);
+  expect(addDangerToast).toHaveBeenCalledWith(
+    'User must have at least one role or group!',
+  );
+});
+
+test('keeps the duplicate username message for a 422 response', async () => {
+  const error = new Response(
+    JSON.stringify({
+      message:
+        'duplicate key value violates unique constraint "ab_user_username_key"',
+    }),
+    { status: 422 },
+  );
+  const addDangerToast = jest.fn();
+
+  await expect(
+    handleUserError(error, Actions.CREATE, addDangerToast),
+  ).rejects.toBe(error);
+  expect(addDangerToast).toHaveBeenCalledWith(
+    'This username is already taken. Please choose another one.',
+  );
+});
+
+test('shows the generic message when a 422 response has no message', async () => {
+  const error = new Response(JSON.stringify({ foo: 'bar' }), { status: 422 });
+  const addDangerToast = jest.fn();
+
+  await expect(
+    handleUserError(error, Actions.CREATE, addDangerToast),
+  ).rejects.toBe(error);
+  expect(addDangerToast).toHaveBeenCalledWith(
+    'There was an error creating the user. Please, try again.',
+  );
+});
+
+test('shows the generic message when a 400 response is not JSON', async () => {
+  const error = new Response('<html>Bad request</html>', {
+    status: 400,
+    headers: { 'Content-Type': 'text/html' },
+  });
+  const addDangerToast = jest.fn();
+
+  await expect(
+    handleUserError(error, Actions.CREATE, addDangerToast),
+  ).rejects.toBe(error);
+  expect(addDangerToast).toHaveBeenCalledWith(
+    'There was an error creating the user. Please, try again.',
+  );
+});
@@ -17,10 +17,49 @@
 * under the License.
 */
 import { t } from '@apache-superset/core/translation';
-import { SupersetClient } from '@superset-ui/core';
+import { getClientErrorObject, SupersetClient } from '@superset-ui/core';
 import { SelectOption } from 'src/components/ListView';
+import { Actions } from 'src/constants';
 import { FormValues } from './types';

+type AddDangerToast = (message: string) => void;
+
+export const handleUserError = async (
+  err: Response,
+  action: Actions.CREATE | Actions.UPDATE,
+  addDangerToast: AddDangerToast,
+): Promise<never> => {
+  let errorMessage =
+    action === Actions.CREATE
+      ? t('There was an error creating the user. Please, try again.')
+      : t('There was an error updating the user. Please, try again.');
+
+  if (err.status === 400 || err.status === 422) {
+    const errorData = await getClientErrorObject(err);
+    const message: unknown = errorData.message;
+
+    if (err.status === 400 && message && errorData.error) {
+      errorMessage = errorData.error;
+    } else if (
+      err.status === 422 &&
+      errorData.error?.includes('duplicate key value')
+    ) {
+      if (errorData.error.includes('ab_user_username_key')) {
+        errorMessage = t(
+          'This username is already taken. Please choose another one.',
+        );
+      } else if (errorData.error.includes('ab_user_email_key')) {
+        errorMessage = t(
+          'This email is already associated with an account. Please choose another one.',
+        );
+      }
+    }
+  }
+
+  addDangerToast(errorMessage);
+  throw err;
+};
+
 export const createUser = async (values: FormValues) => {
  const { confirmPassword: _confirmPassword, ...payload } = values;
  if (payload.active == null) {
@@ -1157,6 +1157,34 @@ test('dataset links use internal routing when PREVENT_UNSAFE_DEFAULT_URLS_ON_DAT
  });
 });

+test('legacy dashboard default URLs use the registered client route', async () => {
+  const dataset = {
+    ...mockDatasets[0],
+    explore_url: '/superset/dashboard/123/?standalone=1#section',
+  };
+  mockDatasetListEndpoints({ result: [dataset], count: 1 });
+
+  renderDatasetList(
+    mockAdminUser,
+    {},
+    {
+      common: {
+        conf: {
+          PREVENT_UNSAFE_DEFAULT_URLS_ON_DATASET: true,
+        },
+      },
+    },
+  );
+
+  const datasetLink = await screen.findByRole('link', {
+    name: dataset.table_name,
+  });
+  expect(datasetLink).toHaveAttribute(
+    'href',
+    '/dashboard/123/?standalone=1#section',
+  );
+});
+
 // Note: These delete error tests verify that the modal doesn't open when fetching
 // related_objects fails. The component's openDatasetDeleteModal error handler
 // (index.tsx:262-268) returns a string but doesn't call addDangerToast(), so no
@@ -54,10 +54,18 @@ import {

 const APP_ROOT = '/superset';

-const renderUnderSubdirectory = () => {
+const renderUnderSubdirectory = (preventUnsafeDefaultUrls = false) => {
+  const defaultState = createDefaultStoreState(mockAdminUser);
  const store = createMockStore({
-    ...createDefaultStoreState(mockAdminUser),
+    ...defaultState,
    user: mockAdminUser,
+    common: {
+      ...defaultState.common,
+      conf: {
+        ...defaultState.common?.conf,
+        PREVENT_UNSAFE_DEFAULT_URLS_ON_DATASET: preventUnsafeDefaultUrls,
+      },
+    },
  });
  return render(
    <Provider store={store}>
@@ -115,6 +123,31 @@ test('explore link is single-prefixed under a subdirectory deployment', async ()
  expect(exploreLink.getAttribute('href')).not.toContain('/superset/superset');
 });

+test('legacy dashboard default URL uses the router basename once', async () => {
+  // A subdirectory user pastes the full browser path, so the saved value
+  // carries both the application root and the legacy `/superset` prefix.
+  // stripAppRoot removes the root and the legacy normalization removes the
+  // prefix, leaving the basename to re-add the root exactly once.
+  const dataset = {
+    ...mockDatasets[0],
+    explore_url: `${APP_ROOT}/superset/dashboard/123/?standalone=1#section`,
+  };
+  mockDatasetListEndpoints({ result: [dataset], count: 1 });
+
+  renderUnderSubdirectory(true);
+
+  const dashboardLink = await screen.findByRole('link', {
+    name: dataset.table_name,
+  });
+  expect(dashboardLink).toHaveAttribute(
+    'href',
+    `${APP_ROOT}/dashboard/123/?standalone=1#section`,
+  );
+  expect(dashboardLink.getAttribute('href')).not.toContain(
+    '/superset/superset',
+  );
+});
+
 test('external default_endpoint passes through unprefixed', async () => {
  const dataset = {
    ...mockDatasets[0],
@@ -87,7 +87,6 @@ import withToasts from 'src/components/MessageToasts/withToasts';
 import { Icons } from '@superset-ui/core/components/Icons';
 import WarningIconWithTooltip from '@superset-ui/core/components/WarningIconWithTooltip';
 import { isUserEditorOrAdmin } from 'src/dashboard/util/permissionUtils';
-
 import {
  PAGE_SIZE,
  SORT_BY,
@@ -114,6 +113,10 @@ import type {
 } from 'src/types/bootstrapTypes';
 import type User from 'src/types/User';

+// Keep saved Default URLs compatible with the prefix-free SPA route.
+const normalizeLegacyDashboardUrl = (url: string) =>
+  url.replace(/^\/superset(?=\/dashboard(?:\/|$))/, '');
+
 const SEMANTIC_LAYERS_FLAG = 'SEMANTIC_LAYERS' as FeatureFlag;
 type DatasetExtra = {
  certification?: {
@@ -722,7 +725,9 @@ const DatasetList: FunctionComponent<DatasetListProps> = ({
          // Router basename, which re-prefixes the root — so strip it here to
          // avoid a doubled `/superset/superset/...`. External
          // `default_endpoint` URLs pass through unchanged.
-          const exploreTo = stripAppRoot(exploreURL);
+          const exploreTo = normalizeLegacyDashboardUrl(
+            stripAppRoot(exploreURL),
+          );
          let titleLink: JSX.Element;
          if (PREVENT_UNSAFE_DEFAULT_URLS_ON_DATASET) {
            titleLink = (
@@ -28,7 +28,7 @@
        "@typescript-eslint/parser": "^8.67.0",
        "eslint": "^10.8.1",
        "eslint-config-prettier": "^10.1.8",
-        "globals": "^17.9.0",
+        "globals": "^17.11.0",
        "oxfmt": "^0.63.0",
        "tscw-config": "^1.1.2",
        "typescript": "^6.0.3",
@@ -2053,9 +2053,9 @@
      }
    },
    "node_modules/globals": {
-      "version": "17.9.0",
-      "resolved": "https://registry.npmjs.org/globals/-/globals-17.9.0.tgz",
-      "integrity": "sha512-m/MvAW61QVU5VDNF1Vj8axt016h8w7L5TU1e9zlab7XIttAT2YAlCwl75K1fOqvMM9apmD7lbCIRhpfkhmxhCg==",
+      "version": "17.11.0",
+      "resolved": "https://registry.npmjs.org/globals/-/globals-17.11.0.tgz",
+      "integrity": "sha512-Z2I8hM+PbJDXQDq3Icgpzv+mPdwr68iZUU9d5WW4FuXfDUQfkZaZuvjMv42/5crNyw154+9+VWXbYrUgDXbxNw==",
      "dev": true,
      "license": "MIT",
      "engines": {
@@ -36,7 +36,7 @@
    "@typescript-eslint/parser": "^8.67.0",
    "eslint": "^10.8.1",
    "eslint-config-prettier": "^10.1.8",
-    "globals": "^17.9.0",
+    "globals": "^17.11.0",
    "oxfmt": "^0.63.0",
    "tscw-config": "^1.1.2",
    "typescript": "^6.0.3",
@@ -280,9 +280,6 @@ def test_sqlalchemy_dialect(
    """
    Test the SQLAlchemy dialect, making sure it supports everything Superset needs.
    """
-    if "future" not in engine_kwargs:
-        engine_kwargs["future"] = True
-
    engine = create_engine(sqlalchemy_uri, **engine_kwargs)
    dialect = engine.dialect

@@ -227,7 +227,7 @@ class BaseStreamingCSVExportCommand(BaseCommand):
        delimiter = csv_export_config.get("sep", ",")
        decimal_separator = csv_export_config.get("decimal", ".")

-        with db.session(future=True) as session:
+        with db.session() as session:
            # Merge database to prevent DetachedInstanceError
            merged_database = session.merge(database)

@@ -291,19 +291,30 @@ class QueryContextFactory:  # pylint: disable=too-few-public-methods
                    ),
                    None,
                )
-                # Replaces x-axis column values with granularity
+                # Point the x-axis at the overridden Time Column (granularity).
                if x_axis_column:
                    if isinstance(x_axis_column, dict):
+                        # Only swap the underlying expression, keeping the
+                        # column's original label. The temporal offset join
+                        # (``processing_time_offsets``), the post-processing
+                        # pivot ``index`` and the frontend all reference this
+                        # column by its label; renaming it to the granularity
+                        # here desynchronizes those consumers from the label
+                        # the saved chart still advertises, which — with a Time
+                        # Comparison offset — collapses the series into a single
+                        # point.
                        x_axis_column["sqlExpression"] = granularity
-                        x_axis_column["label"] = granularity
                    else:
+                        # A bare string x-axis has no distinct label, so it is
+                        # replaced wholesale and the pivot ``index`` must be
+                        # realigned to the overridden column.
                        query_object.columns = [
                            granularity if column == x_axis_column else column
                            for column in query_object.columns
                        ]
-                    for post_processing in query_object.post_processing:
-                        if post_processing.get("operation") == "pivot":
-                            post_processing["options"]["index"] = [granularity]
+                        for post_processing in query_object.post_processing:
+                            if post_processing.get("operation") == "pivot":
+                                post_processing["options"]["index"] = [granularity]

            # If no temporal x-axis, then get the default temporal filter
            if not filter_to_remove:
@@ -17,6 +17,7 @@
 # pylint: disable=invalid-name
 from __future__ import annotations

+import inspect
 import logging
 from datetime import datetime
 from pprint import pformat
@@ -205,8 +206,86 @@ class QueryObject:  # pylint: disable=too-many-instance-attributes
    def _set_post_processing(
        self, post_processing: list[dict[str, Any] | None] | None
    ) -> None:
-        post_processing = post_processing or []
-        self.post_processing = [post_proc for post_proc in post_processing if post_proc]
+        self.post_processing = [
+            self._drop_unsupported_options(post_proc)
+            for post_proc in post_processing or []
+            if post_proc
+        ]
+
+    @staticmethod
+    def _drop_unsupported_options(post_proc: dict[str, Any]) -> dict[str, Any]:
+        """
+        Drop options that the post-processing operation no longer accepts.
+
+        A chart's ``query_context`` is written when the chart is saved and is
+        never rewritten afterwards, while Explore rebuilds the query from
+        ``form_data`` at every render. A chart saved by an older version of
+        Superset can therefore reference an option that has since been removed
+        from the operation. ``exec_post_processing`` passes the stored options
+        as keyword arguments, so that option raises a bare ``TypeError`` on
+        every path that replays the stored ``query_context`` -- the chart data
+        endpoint, alerts and reports, thumbnails, CSV export -- while the same
+        chart still renders correctly in Explore.
+
+        Comparing against the signature avoids a hard-coded list of removed
+        option names, which would need extending at each release.
+        """
+        operation = post_proc.get("operation")
+        function = (
+            getattr(pandas_postprocessing, operation, None)
+            if isinstance(operation, str)
+            else None
+        )
+        if function is None:
+            # A missing or unknown operation is left untouched, so that
+            # exec_post_processing reports it as InvalidPostProcessingError.
+            return post_proc
+
+        parameters = inspect.signature(function).parameters
+        if any(
+            parameter.kind is inspect.Parameter.VAR_KEYWORD
+            for parameter in parameters.values()
+        ):
+            return post_proc
+
+        # `exec_post_processing` calls the operation as `operation(df, **options)`,
+        # so an option can only reach a parameter that a caller may fill by
+        # keyword. That excludes the first parameter, which receives the
+        # DataFrame positionally, and any positional-only or `*args` parameter.
+        keyword_parameters = {
+            name
+            for position, (name, parameter) in enumerate(parameters.items())
+            if position > 0
+            and parameter.kind
+            in (
+                inspect.Parameter.POSITIONAL_OR_KEYWORD,
+                inspect.Parameter.KEYWORD_ONLY,
+            )
+        }
+
+        options = post_proc.get("options") or {}
+        unsupported = {key for key in options if key not in keyword_parameters}
+        if not unsupported:
+            return post_proc
+
+        # Logged at info: a chart saved before the option was removed hits this
+        # on every render, so a warning would repeat for as long as the chart
+        # is not resaved, without anything new to report.
+        logger.info(
+            "Dropping unsupported option(s) %s of post-processing operation "
+            "`%s`. The chart's stored query_context predates the current "
+            "signature of that operation.",
+            sorted(unsupported),
+            operation,
+        )
+        return {
+            **post_proc,
+            "options": {
+                key: value
+                for key, value in options.items()
+                if key in keyword_parameters
+            },
+        }

    def _init_series_columns(
        self,
@@ -99,6 +99,7 @@ from superset.models.helpers import (
    AuditMixinNullable,
    CertificationMixin,
    ExploreMixin,
+    get_effective_hours_offset,
    ImportExportMixin,
    QueryResult,
    SoftDeleteMixin,
@@ -957,7 +958,13 @@ class AnnotationDatasource(BaseDatasource):
    def get_query_str(self, query_obj: QueryObjectDict) -> str:
        raise NotImplementedError()

-    def values_for_column(self, column_name: str, limit: int = 10000) -> list[Any]:
+    def values_for_column(
+        self,
+        column_name: str,
+        limit: int = 10000,
+        denormalize_column: bool = False,
+        array_elements: bool = False,
+    ) -> list[Any]:
        raise NotImplementedError()


@@ -1241,6 +1248,8 @@ class TableColumn(AuditMixinNullable, ImportExportMixin, CertificationMixin, Mod
        time_grain: str | None,
        label: str | None = None,
        template_processor: BaseTemplateProcessor | None = None,
+        apply_dataset_offset: bool = False,
+        sql_shifted_temporal_labels: set[str] | None = None,
    ) -> TimestampExpression | Label:
        """
        Return a SQLAlchemy Core element representation of self to be used in a query.
@@ -1248,6 +1257,8 @@ class TableColumn(AuditMixinNullable, ImportExportMixin, CertificationMixin, Mod
        :param time_grain: Optional time grain, e.g. P1Y
        :param label: alias/label that column is expected to have
        :param template_processor: template processor
+        :param apply_dataset_offset: shift the selected axis before truncation
+        :param sql_shifted_temporal_labels: labels shifted before truncation
        :return: A TimeExpression object wrapped in a Label if supported by db
        """
        label = label or utils.DTTM_ALIAS
@@ -1285,6 +1296,27 @@ class TableColumn(AuditMixinNullable, ImportExportMixin, CertificationMixin, Mod
            col = literal_column(expression, type_=type_)
        else:
            col = column(self.column_name, type_=type_)
+        if (
+            apply_dataset_offset
+            and time_grain
+            and self.table
+            and self.db_engine_spec.supports_temporal_column_shift
+            and (offset_hours := self.table.offset or 0)
+            and not self.table.get_dataset_timezone()
+        ):
+            effective_offset_hours = get_effective_hours_offset(
+                self.db_engine_spec,
+                self.type,
+                offset_hours,
+                db_extra=self.db_extra,
+            )
+            if effective_offset_hours:
+                col = self.db_engine_spec.get_temporal_column_shift_expr(
+                    col,
+                    effective_offset_hours,
+                )
+            if sql_shifted_temporal_labels is not None:
+                sql_shifted_temporal_labels.add(label)
        time_expr = self.db_engine_spec.get_timestamp_expr(col, pdf, time_grain)
        return self.database.make_sqla_column_compatible(time_expr, label)

@@ -1954,11 +1986,26 @@ class SqlaTable(
                )
            ) from ex

+    def _shift_temporal_column_if_needed(
+        self,
+        sqla_column: ColumnClause,
+        effective_offset_hours: int,
+    ) -> ColumnClause:
+        """Apply a nonzero effective dataset offset to a temporal expression."""
+        if not effective_offset_hours:
+            return sqla_column
+        return self.db_engine_spec.get_temporal_column_shift_expr(
+            sqla_column,
+            effective_offset_hours,
+        )
+
    def adhoc_column_to_sqla(  # pylint: disable=too-many-locals
        self,
        col: AdhocColumn,
        force_type_check: bool = False,
        template_processor: BaseTemplateProcessor | None = None,
+        apply_dataset_offset: bool = False,
+        sql_shifted_temporal_labels: set[str] | None = None,
    ) -> tuple[ColumnElement, utils.GenericDataType | None]:
        """
        Turn an adhoc column into a sqlalchemy column.
@@ -1968,6 +2015,8 @@ class SqlaTable(
               This is needed to validate if a filter with an adhoc column
               is applicable.
        :param template_processor: template_processor instance
+        :param apply_dataset_offset: shift the selected axis before truncation
+        :param sql_shifted_temporal_labels: labels shifted before truncation
        :returns: A tuple of (SQLAlchemy column, generic column type). The
            generic type is populated when the column type is resolved
            (either because the adhoc column matches a physical column, or
@@ -1984,6 +2033,7 @@ class SqlaTable(
        pdf = None
        is_column_reference = col.get("isColumnReference", False)
        generic_type: utils.GenericDataType | None = None
+        native_type: str | None = None

        metadata_lookup_key = self._render_adhoc_expression_for_metadata_lookup(
            sql_expression, template_processor
@@ -1998,6 +2048,7 @@ class SqlaTable(
            is_dttm = col_in_metadata.is_temporal
            pdf = col_in_metadata.python_date_format
            generic_type = col_in_metadata.type_generic
+            native_type = col_in_metadata.type
        else:
            # Column doesn't exist in metadata or is not a reference - treat as ad-hoc
            # expression Note: If isColumnReference=true but column not found, we still
@@ -2060,8 +2111,28 @@ class SqlaTable(
                # stay unquoted for numeric adhoc expressions like
                # CAST(... AS BIGINT)).
                generic_type = col_desc[0].get("type_generic")
+                probed_type = col_desc[0].get("type")
+                native_type = str(probed_type) if probed_type is not None else None

        if is_dttm and has_timegrain:
+            if (
+                apply_dataset_offset
+                and self.db_engine_spec.supports_temporal_column_shift
+                and (offset_hours := self.offset or 0)
+                and not self.get_dataset_timezone()
+            ):
+                effective_offset_hours = get_effective_hours_offset(
+                    self.db_engine_spec,
+                    native_type,
+                    offset_hours,
+                    db_extra=self.db_extra,
+                )
+                sqla_column = self._shift_temporal_column_if_needed(
+                    sqla_column,
+                    effective_offset_hours,
+                )
+                if sql_shifted_temporal_labels is not None:
+                    sql_shifted_temporal_labels.add(label)
            sqla_column = self.db_engine_spec.get_timestamp_expr(
                col=sqla_column,
                pdf=pdf,
@@ -133,6 +133,9 @@ class DatasourceRestApi(BaseSupersetApi):

        row_limit = apply_max_row_limit(app.config["FILTER_SELECT_ROW_LIMIT"])
        denormalize_column = not datasource.normalize_columns
+        # Element-level operators (Contains any / Contains all) request the
+        # distinct array *elements* rather than distinct whole arrays.
+        array_elements = parse_boolean_string(request.args.get("array_elements"))

        # Cache distinct column-value results so a dashboard with many filters
        # backed by the same (often heavy) virtual dataset doesn't re-execute
@@ -165,6 +168,7 @@ class DatasourceRestApi(BaseSupersetApi):
                        "col": column_name,
                        "limit": row_limit,
                        "denorm": denormalize_column,
+                        "elements": array_elements,
                        "rls": security_manager.get_rls_cache_key(datasource),
                        "changed_on": str(getattr(datasource, "changed_on", "")),
                    },
@@ -189,6 +193,7 @@ class DatasourceRestApi(BaseSupersetApi):
                column_name=column_name,
                limit=row_limit,
                denormalize_column=denormalize_column,
+                array_elements=array_elements,
            )
        except KeyError:
            return self.response(
@@ -55,7 +55,13 @@ from sqlalchemy.engine.reflection import Inspector
 from sqlalchemy.engine.url import URL
 from sqlalchemy.ext.compiler import compiles
 from sqlalchemy.sql import literal_column, quoted_name, text
-from sqlalchemy.sql.expression import BinaryExpression, ColumnClause, Select, TextClause
+from sqlalchemy.sql.expression import (
+    BinaryExpression,
+    ColumnClause,
+    ColumnElement,
+    Select,
+    TextClause,
+)
 from sqlalchemy.types import TypeEngine

 from superset import db
@@ -528,6 +534,12 @@ class BaseEngineSpec:  # pylint: disable=too-many-public-methods
    time_groupby_inline = False
    limit_method = LimitMethod.FORCE_LIMIT
    supports_multivalues_insert = False
+    # Whether this engine supports first-class multi-value (array-typed) columns.
+    # When True, array columns are classified as ``GenericDataType.MULTI_VALUE`` and
+    # the ``array_*`` capability methods below must be implemented. Defaults to
+    # False so engines that have not opted in keep treating arrays as strings.
+    supports_multivalue_columns = False
+    supports_temporal_column_shift: bool = False
    allows_joins = True
    allows_subqueries = True
    allows_alias_in_select = True
@@ -1204,6 +1216,19 @@ class BaseEngineSpec:  # pylint: disable=too-many-public-methods

        return TimestampExpression(time_expr, col, type_=col.type)

+    @classmethod
+    def get_temporal_column_shift_expr(
+        cls,
+        col: ColumnClause,
+        offset_hours: int,
+    ) -> TimestampExpression:
+        """Shift a temporal SQL expression by a bounded number of hours."""
+        return TimestampExpression(
+            f"{{col}} + INTERVAL '{offset_hours}' HOUR",
+            col,
+            type_=col.type,
+        )
+
    @classmethod
    def _apply_year_to_dttm(cls, time_expr: str) -> str:
        """
@@ -2571,6 +2596,105 @@ class BaseEngineSpec:  # pylint: disable=too-many-public-methods
            logger.error(ex, exc_info=True)
            raise

+    @classmethod
+    def array_contains_any(cls, col: ColumnElement, values: list[Any]) -> ColumnElement:
+        """
+        Build a boolean expression testing whether array column ``col`` contains
+        **any** of ``values`` (element-level membership, like ``IN``). Engines
+        that set ``supports_multivalue_columns = True`` must override this with
+        their native function (e.g. ClickHouse ``hasAny``).
+
+        :param col: SQLAlchemy column element for the array column
+        :param values: element values to look for inside the array
+        :return: a SQLAlchemy boolean expression
+        """
+        raise NotImplementedError(
+            f"{cls.engine} does not support multi-value (array) columns"
+        )
+
+    @classmethod
+    def array_contains_all(cls, col: ColumnElement, values: list[Any]) -> ColumnElement:
+        """
+        Build a boolean expression testing whether array column ``col`` contains
+        **all** of ``values``. Engines that set
+        ``supports_multivalue_columns = True`` must override this with their
+        native function (e.g. ClickHouse ``hasAll``).
+
+        :param col: SQLAlchemy column element for the array column
+        :param values: element values that must all be present
+        :return: a SQLAlchemy boolean expression
+        """
+        raise NotImplementedError(
+            f"{cls.engine} does not support multi-value (array) columns"
+        )
+
+    @classmethod
+    def array_length(cls, col: ColumnElement) -> ColumnElement:
+        """
+        Build a numeric expression returning the number of elements in array
+        column ``col``. Engines that set ``supports_multivalue_columns = True``
+        must override this with their native array-length function. Used both for
+        the ``Length`` filter and the ``Is empty`` / ``Is not empty`` operators.
+
+        :param col: SQLAlchemy column element for the array column
+        :return: a SQLAlchemy numeric expression
+        """
+        raise NotImplementedError(
+            f"{cls.engine} does not support multi-value (array) columns"
+        )
+
+    @classmethod
+    def array_literal(cls, values: list[Any]) -> ColumnElement:
+        """
+        Build an array-literal expression from ``values`` (e.g. ClickHouse
+        ``array(v1, v2)`` == ``[v1, v2]``). Used for the whole-array (column-
+        level) operators ``=`` / ``!=`` / ``IN`` / ``NOT IN`` where the array is
+        compared as a single value. Engines that set
+        ``supports_multivalue_columns = True`` must override this.
+
+        :param values: element values that make up the array
+        :return: a SQLAlchemy array-literal expression
+        """
+        raise NotImplementedError(
+            f"{cls.engine} does not support multi-value (array) columns"
+        )
+
+    @classmethod
+    def array_explode(cls, col: ColumnElement) -> ColumnElement:
+        """
+        Build an expression that expands array column ``col`` into one row per
+        element (e.g. ClickHouse ``arrayJoin``). Used to source **element-level**
+        value suggestions (``SELECT DISTINCT array_explode(col)``) for the
+        ``Contains any`` / ``Contains all`` filter operators, so the picker offers
+        individual elements rather than whole arrays. Engines that set
+        ``supports_multivalue_columns = True`` must override this.
+
+        :param col: SQLAlchemy column element for the array column
+        :return: a SQLAlchemy expression yielding one element per row
+        """
+        raise NotImplementedError(
+            f"{cls.engine} does not support multi-value (array) columns"
+        )
+
+    @classmethod
+    def get_array_element_type(  # pylint: disable=unused-argument
+        cls, native_type: str | None
+    ) -> GenericDataType | None:
+        """
+        Return the generic type of an array column's **element** type, derived
+        from its native type string (e.g. ClickHouse ``Array(Int32)`` ->
+        ``NUMERIC``), or ``None`` when the engine has no array support or the
+        element type cannot be resolved.
+
+        Callers use this to coerce filter values to the element type before
+        building array expressions, so, for example, a ``Contains any`` filter on
+        a numeric array compares against numbers rather than quoted strings.
+
+        :param native_type: native column type string of the array column
+        :return: the element's :class:`GenericDataType`, or ``None``
+        """
+        return None
+
    @classmethod
    def get_column_spec(  # pylint: disable=unused-argument
        cls,
@@ -26,8 +26,9 @@ from flask import current_app as app
 from flask_babel import gettext as __
 from marshmallow import fields, Schema
 from marshmallow.validate import Range
-from sqlalchemy import types
+from sqlalchemy import func, types
 from sqlalchemy.engine.url import URL
+from sqlalchemy.sql.expression import ColumnElement
 from urllib3.exceptions import NewConnectionError

 from superset.databases.utils import make_url_safe
@@ -55,6 +56,7 @@ class ClickHouseBaseEngineSpec(BaseEngineSpec):

    time_groupby_inline = True
    supports_multivalues_insert = True
+    supports_multivalue_columns = True

    # ClickHouse doesn't support IS true/false syntax, use = true/false instead
    use_equality_for_boolean_filters = True
@@ -128,12 +130,18 @@ class ClickHouseBaseEngineSpec(BaseEngineSpec):

    column_type_mappings = (
        (
-            re.compile(r".*Enum.*", re.IGNORECASE),
+            # Anchor to the start so only top-level arrays match. This must be
+            # ordered before the ``Enum`` entry below: ``Array(Enum8(...))`` is a
+            # real array and should classify as MULTI_VALUE, not STRING. The
+            # anchor also prevents over-matching nested arrays such as
+            # ``Map(String, Array(String))`` or ``Tuple(Array(String))``, which
+            # are not themselves array columns and must keep their own type.
+            re.compile(r"^Array\(", re.IGNORECASE),
            types.String(),
-            GenericDataType.STRING,
+            GenericDataType.MULTI_VALUE,
        ),
        (
-            re.compile(r".*Array.*", re.IGNORECASE),
+            re.compile(r".*Enum.*", re.IGNORECASE),
            types.String(),
            GenericDataType.STRING,
        ),
@@ -174,6 +182,56 @@ class ClickHouseBaseEngineSpec(BaseEngineSpec):
        ),
    )

+    @classmethod
+    def array_contains_any(cls, col: ColumnElement, values: list[Any]) -> ColumnElement:
+        # ClickHouse: hasAny(arr, [v1, v2]) -> 1 if arr shares any element.
+        # func.array(*values) renders as array(v1, v2) == [v1, v2].
+        return func.hasAny(col, func.array(*values))
+
+    @classmethod
+    def array_contains_all(cls, col: ColumnElement, values: list[Any]) -> ColumnElement:
+        # ClickHouse: hasAll(arr, [v1, v2]) -> 1 if arr contains all elements.
+        return func.hasAll(col, func.array(*values))
+
+    @classmethod
+    def array_length(cls, col: ColumnElement) -> ColumnElement:
+        # ClickHouse: length(arr) -> number of elements
+        return func.length(col)
+
+    @classmethod
+    def array_literal(cls, values: list[Any]) -> ColumnElement:
+        # ClickHouse: array(v1, v2) is equivalent to the literal [v1, v2].
+        return func.array(*values)
+
+    @classmethod
+    def array_explode(cls, col: ColumnElement) -> ColumnElement:
+        # ClickHouse: arrayJoin(arr) yields one row per element, so
+        # SELECT DISTINCT arrayJoin(arr) returns the distinct elements.
+        return func.arrayJoin(col)
+
+    # Matches the element type inside a top-level ``Array(...)`` column, e.g.
+    # ``Array(Int32)`` -> ``Int32``, ``Array(Nullable(String))`` -> ``String``.
+    _ARRAY_ELEMENT_RE = re.compile(r"^Array\((?P<inner>.+)\)$", re.IGNORECASE)
+    # Element-type wrappers that don't change the underlying generic type.
+    _ELEMENT_WRAPPER_RE = re.compile(
+        r"^(?:Nullable|LowCardinality)\((?P<inner>.+)\)$", re.IGNORECASE
+    )
+
+    @classmethod
+    def get_array_element_type(cls, native_type: str | None) -> GenericDataType | None:
+        if not native_type:
+            return None
+        match = cls._ARRAY_ELEMENT_RE.match(native_type.strip())
+        if not match:
+            return None
+        inner = match.group("inner").strip()
+        # Peel wrappers (Nullable/LowCardinality) that don't alter the generic
+        # type so the inner scalar type drives classification.
+        while wrapper := cls._ELEMENT_WRAPPER_RE.match(inner):
+            inner = wrapper.group("inner").strip()
+        spec = cls.get_column_spec(inner)
+        return spec.generic_type if spec else None
+
    @classmethod
    def epoch_to_dttm(cls) -> str:
        return "{col}"
@@ -389,7 +389,6 @@ class GSheetsEngineSpec(ShillelaghEngineSpec):
                    }
                }
            },
-            future=True,
        )
        conn = engine.connect()
        idx = 0
@@ -307,6 +307,7 @@ class PostgresEngineSpec(BasicParametersMixin, PostgresBaseEngineSpec):
    supports_catalog = True
    supports_dynamic_catalog = True
    supports_grouping_sets = True
+    supports_temporal_column_shift = True

    default_driver = "psycopg2"
    sqlalchemy_uri_placeholder = (
@@ -25,9 +25,14 @@ from typing import Any, TYPE_CHECKING
 from flask_babel import gettext as __
 from sqlalchemy import types
 from sqlalchemy.engine.reflection import Inspector
+from sqlalchemy.sql.elements import ColumnClause

 from superset.constants import TimeGrain
-from superset.db_engine_specs.base import BaseEngineSpec, DatabaseCategory
+from superset.db_engine_specs.base import (
+    BaseEngineSpec,
+    DatabaseCategory,
+    TimestampExpression,
+)
 from superset.errors import SupersetErrorType

 if TYPE_CHECKING:
@@ -43,6 +48,7 @@ class SqliteEngineSpec(BaseEngineSpec):

    disable_ssh_tunneling = True
    supports_multivalues_insert = True
+    supports_temporal_column_shift = True

    metadata = {
        "description": "SQLite is a self-contained, serverless SQL database engine.",
@@ -140,6 +146,20 @@ class SqliteEngineSpec(BaseEngineSpec):
            "ELSE printf('%04d-01-01', CAST({col} AS INTEGER)) END)"
        )

+    @classmethod
+    def get_temporal_column_shift_expr(
+        cls,
+        col: ColumnClause,
+        offset_hours: int,
+    ) -> TimestampExpression:
+        """Shift a temporal expression with SQLite's datetime modifier syntax."""
+        modifier = f"{offset_hours:+d} hours"
+        return TimestampExpression(
+            f"DATETIME({{col}}, '{modifier}')",
+            col,
+            type_=col.type,
+        )
+
    @classmethod
    def convert_dttm(
        cls, target_type: str, dttm: datetime, db_extra: dict[str, Any] | None = None
@@ -63,6 +63,7 @@ from superset.mcp_service.utils import (
    sanitize_for_llm_context,
 )
 from superset.mcp_service.utils.response_utils import humanize_timestamp
+from superset.sql.parse import has_aggregate
 from superset.utils import json


@@ -386,13 +387,27 @@ class CreateDatasetMetric(BaseModel):
    """Metric definition for dataset creation."""

    metric_name: str = Field(..., description="Name of the metric")
-    expression: str = Field(..., description="SQL expression for the metric")
+    expression: str = Field(
+        ...,
+        description="Aggregate SQL expression for the metric, e.g. SUM(amount)",
+    )
    verbose_name: str | None = None
    description: str | None = None
    metric_type: str | None = None
    d3format: str | None = None
    warning_text: str | None = None

+    @field_validator("expression")
+    @classmethod
+    def expression_must_aggregate(cls, value: str) -> str:
+        if not has_aggregate(value):
+            raise ValueError(
+                "saved metrics must aggregate rows; wrap a row-level column in "
+                "an aggregate such as MAX(column), or omit the saved metric and "
+                "use the dataset column directly"
+            )
+        return value
+

 class CreateDatasetCalculatedColumn(BaseModel):
    """Calculated column definition for dataset creation."""
@@ -21,6 +21,7 @@ from typing import Any
 from fastmcp import Context
 from superset_core.mcp.decorators import tool, ToolAnnotations

+from superset.exceptions import SupersetGenericDBErrorException
 from superset.extensions import event_logger
 from superset.mcp_service.dataset.schemas import (
    CreateVirtualDatasetRequest,
@@ -67,14 +68,17 @@ def _cleanup_failed_dataset(dataset_id: int) -> None:


 def _update_virtual_dataset(dataset_id: int, update_props: dict[str, Any]) -> Any:
-    from superset.commands.dataset.exceptions import DatasetUpdateFailedError
+    from superset.commands.dataset.exceptions import (
+        DatasetInvalidError,
+        DatasetUpdateFailedError,
+    )
    from superset.commands.dataset.update import UpdateDatasetCommand

    try:
        return UpdateDatasetCommand(dataset_id, update_props).run()
    except Exception as exc:
        _cleanup_failed_dataset(dataset_id)
-        if not isinstance(exc, DatasetUpdateFailedError):
+        if not isinstance(exc, (DatasetInvalidError, DatasetUpdateFailedError)):
            raise DatasetUpdateFailedError() from exc
        raise

@@ -89,7 +93,7 @@ def _update_virtual_dataset(dataset_id: int, update_props: dict[str, Any]) -> An
        destructiveHint=False,
    ),
 )
-async def create_virtual_dataset(
+async def create_virtual_dataset(  # noqa: C901
    request: CreateVirtualDatasetRequest, ctx: Context
 ) -> CreateVirtualDatasetResponse:
    """Save a SQL query as a virtual dataset so it can be charted.
@@ -213,6 +217,18 @@ async def create_virtual_dataset(
            url=None,
            error=f"Failed to update dataset metadata (creation rolled back): {exc}",
        )
+    except SupersetGenericDBErrorException as exc:
+        logger.warning("Virtual dataset SQL validation failed", exc_info=True)
+        await ctx.warning(f"Virtual dataset SQL failed validation: {exc}")
+        return CreateVirtualDatasetResponse(
+            id=None,
+            dataset_name=request.dataset_name,
+            sql=request.sql,
+            database_id=request.database_id,
+            columns=[],
+            url=None,
+            error=f"Dataset SQL could not be executed: {exc}",
+        )
    except Exception as exc:
        await ctx.error(
            f"Unexpected error creating virtual dataset: {type(exc).__name__}: {exc}"
@@ -376,7 +376,7 @@ def upgrade_catalog_perms(engines: set[str] | None = None) -> None:

    """
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    # The Database model has an eager-loaded (``lazy="joined"``) ``ssh_tunnel``
    # backref. Eager-loading it here would SELECT every column on ``ssh_tunnels``,
@@ -581,7 +581,7 @@ def downgrade_catalog_perms(engines: set[str] | None = None) -> None:
    WARNING: models (datasets and charts) not in the default catalog are deleted!
    """
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    # See upgrade_catalog_perms: avoid eager-loading the ``ssh_tunnel`` backref so the
    # query stays schema-safe across migration revisions.
@@ -51,7 +51,7 @@ class Slice(Base):
 def upgrade():
    bind = op.get_bind()
    op.add_column("slices", sa.Column("perm", sa.String(length=2000), nullable=True))
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    # Use Slice class defined here instead of models.Slice
    for slc in session.query(Slice).all():
@@ -59,7 +59,7 @@ def upgrade():
    )

    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    # don't use models.DruidMetric
    # because it assumes the context is consistent with the application
@@ -94,7 +94,7 @@ class Dashboard(AuditMixin, Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    objects = session.query(Slice).all()
    objects += session.query(Dashboard).all()
@@ -50,7 +50,7 @@ class Slice(Base):
 def upgrade():
    bind = op.get_bind()
    op.add_column("slices", sa.Column("datasource_id", sa.Integer()))
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).all():
        if slc.druid_datasource_id:
@@ -63,7 +63,7 @@ def upgrade():

 def downgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)
    for slc in session.query(Slice).all():
        if slc.datasource_type == "druid":
            slc.druid_datasource_id = slc.datasource_id
@@ -45,7 +45,7 @@ class Database(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for obj in session.query(Database).all():
        obj.allow_run_sync = True
@@ -48,7 +48,7 @@ class Slice(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    slices = session.query(Slice).all()
    slice_len = len(slices)
@@ -61,7 +61,7 @@ class Url(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    urls = session.query(Url).all()
    urls_len = len(urls)
@@ -45,7 +45,7 @@ class Slice(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).filter(Slice.viz_type.like("deck_%")):
        params = json.loads(slc.params)
@@ -45,7 +45,7 @@ class Slice(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).filter(
        or_(Slice.viz_type.like("line"), Slice.viz_type.like("bar"))
@@ -75,7 +75,7 @@ def upgrade():

 def downgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).filter(
        or_(Slice.viz_type.like("line"), Slice.viz_type.like("bar"))
@@ -46,7 +46,7 @@ class Dashboard(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    dashboards = session.query(Dashboard).all()
    for i, dashboard in enumerate(dashboards):
@@ -68,7 +68,7 @@ def upgrade():

 def downgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    dashboards = session.query(Dashboard).all()
    for i, dashboard in enumerate(dashboards):
@@ -57,7 +57,7 @@ def upgrade():
        ),
    )

-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    # Use Slice class defined here instead of models.Slice
    for tbl in session.query(Table).all():
@@ -49,7 +49,7 @@ class Slice(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    slices = session.query(Slice).filter_by(viz_type="cal_heatmap").all()
    slice_len = len(slices)
@@ -45,7 +45,7 @@ class Slice(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).all():
        try:
@@ -63,7 +63,7 @@ def upgrade():

 def downgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).all():
        try:
@@ -45,7 +45,7 @@ class Slice(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).all():
        try:
@@ -68,7 +68,7 @@ class Database(Base):


 def replace(source, target):
-    with db.Session(bind=op.get_bind(), future=True) as session:
+    with db.Session(bind=op.get_bind()) as session:
        with session.begin():
            query = (
                session.query(Slice, Database)
@@ -80,7 +80,7 @@ def replace(source, target):

            for slc, database in query:
                try:
-                    engine = create_engine(database.sqlalchemy_uri, future=True)
+                    engine = create_engine(database.sqlalchemy_uri)

                    if engine.dialect.identifier_preparer._double_percents:
                        params = json.loads(slc.params)
@@ -50,7 +50,7 @@ class Slice(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).all():
        try:
@@ -66,7 +66,7 @@ def upgrade():

 def downgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).all():
        try:
@@ -47,7 +47,7 @@ class Slice(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).filter(Slice.viz_type == "pie").all():
        try:
@@ -68,7 +68,7 @@ def upgrade():

 def downgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).filter(Slice.viz_type == "pie").all():
        try:
@@ -134,7 +134,7 @@ def compute_time_compare(granularity, periods):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for chart in session.query(Slice):
        params = json.loads(chart.params or "{}")
@@ -163,7 +163,7 @@ def upgrade():

 def downgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for chart in session.query(Slice):
        params = json.loads(chart.params or "{}")
@@ -159,7 +159,7 @@ class TableColumn(BaseColumnMixin, Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    tables = [
        Annotation,
@@ -59,7 +59,7 @@ class TableColumn(BaseColumnMixin, Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    # Delete the orphaned columns records.
    for record in session.query(DruidColumn).all():
@@ -59,7 +59,7 @@ class SqlMetric(BaseMetricMixin, Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    # Delete the orphaned metrics records.
    for record in session.query(DruidMetric).all():
@@ -579,7 +579,7 @@ def scan_dashboard_positions_data(positions):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    dashboards = session.query(Dashboard).all()
    for i, dashboard in enumerate(dashboards):
@@ -55,7 +55,7 @@ def is_v2_dash(positions):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    dashboards = session.query(Dashboard).all()
    for i, dashboard in enumerate(dashboards):  # noqa: B007
@@ -46,7 +46,7 @@ class Dashboard(Base):

 def upgrade():  # noqa: C901
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    dashboards = session.query(Dashboard).all()
    for i, dashboard in enumerate(dashboards):
@@ -75,7 +75,7 @@ def upgrade_slice(slc):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    filter_box_slices = session.query(Slice).filter_by(viz_type="filter_box")
    for slc in filter_box_slices.all():
@@ -90,7 +90,7 @@ def upgrade():

 def downgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    filter_box_slices = session.query(Slice).filter_by(viz_type="filter_box")
    for slc in filter_box_slices.all():
@@ -87,7 +87,7 @@ def upgrade():

    bind = op.get_bind()
    insp = sa.engine.reflection.Inspector.from_engine(bind)
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    tables = session.query(SqlaTable).all()
    for table in tables:
@@ -159,7 +159,7 @@ class TableColumn(BaseColumnMixin, Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    tables = [
        Annotation,
@@ -62,7 +62,7 @@ def add_parent_ids(node, layout):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    dashboards = session.query(Dashboard).all()
    for i, dashboard in enumerate(dashboards):
@@ -88,7 +88,7 @@ def upgrade():

 def downgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    dashboards = session.query(Dashboard).all()
    for i, dashboard in enumerate(dashboards):
@@ -47,7 +47,7 @@ class Slice(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).all():
        try:
@@ -94,7 +94,7 @@ def upgrade():

 def downgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).all():
        try:
@@ -46,7 +46,7 @@ class DashboardSlices(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    # find dup records in dashboard_slices tbl
    dup_records = (
@@ -71,7 +71,7 @@ def upgrade():
    op.add_column("tables", Column("schema_perm", String(length=1000), nullable=True))

    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)
    for t in session.query(Sqlatable).all():
        db_name = (
            t.database.verbose_name
@@ -161,7 +161,7 @@ down_revision = "11c737c17cc6"

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    tables = [
        Annotation,
@@ -48,7 +48,7 @@ class Slice(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).all():
        try:
@@ -63,7 +63,7 @@ def upgrade():

 def downgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).all():
        try:
@@ -53,7 +53,7 @@ class Slice(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for slc in session.query(Slice).all():
        if slc.params:
@@ -69,7 +69,7 @@ class Dashboard(Base):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    dashboards = session.query(Dashboard).all()
    for i, dashboard in enumerate(dashboards):
@@ -56,7 +56,7 @@ def upgrade():
    """

    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    # Visualization types which support time granularity (hence negate).
    viz_types = [
@@ -74,7 +74,7 @@ def duration_by_name(database: Database):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    query = (
        session.query(Slice, Database)
@@ -89,7 +89,7 @@ def create_new_markdown_component(chart_position, url):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    dash_to_migrate = defaultdict(list)
    iframe_urls = defaultdict(list)
@@ -152,7 +152,7 @@ def upgrade():  # noqa: C901
    """

    bind = op.get_bind()
-    session = orm.Session(bind=bind, future=True)
+    session = orm.Session(bind=bind)

    faulty_view_menus = (
        session.query(ViewMenu)
@@ -119,7 +119,7 @@ def update_dashboards(session, uuid_map):

 def upgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    for table_name, model in models.items():
        with op.batch_alter_table(table_name) as batch_op:
@@ -152,7 +152,7 @@ def upgrade():

 def downgrade():
    bind = op.get_bind()
-    session = db.Session(bind=bind, future=True)
+    session = db.Session(bind=bind)

    # remove uuid from position_json
    update_dashboards(session, {})
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
sadpandajoe	901cb3de9d	test(query-context): update normalize_df mock signature for new offset param normalize_df now accepts an optional third sql_shifted_temporal_labels parameter (passed positionally from processing_time_offsets). Three pre-existing mocks in this file stubbed normalize_df with a fixed two-argument lambda, which broke when the call site started passing a third positional argument.	2026-08-20 18:06:05 +00:00
sadpandajoe	41233bcbe3	test(dataset): regression guards for Hours Offset bound and grain bugs Covers both defects across an offset x grain x column-type matrix: - DATE-column filter bounds stay on the requested whole-day window for offsets 0/+1/+24/+25/-1/-25 (the bug admitted/dropped a day for any sub-24h offset); TIMESTAMP columns keep exact-hour bounds as a control. - Grained physical and adhoc BASE_AXIS temporal axes apply the offset exactly once, before grain truncation, matching the exact SQL literal and the resulting bucket for each combination -- including the case that previously applied the offset zero times for an ungrained axis, and negative sub-day DATE offsets that must not move the bucket. Physical and adhoc filter SQL are asserted byte-identical to pre-fix output for the explicitly out-of-scope grained-filter paths. - The new per-engine capability gate correctly excludes every engine that doesn't support the SQL-side shift (falls back to the pre-fix pandas-only offset, verified against the real code path with no shift SQL emitted) and correctly includes Postgres/SQLite (compiled SQL asserted exactly, across signed and >=24h offsets).	2026-08-20 18:06:05 +00:00
sadpandajoe	e023dbfa7c	fix(dataset): correct Hours Offset filter bounds and grain-truncation order The dataset "Hours offset" setting had two independent bugs: 1. Filter bounds shifted a DATE-typed column's literal bound by the raw offset before rendering it as a date-only value. A sub-24h offset could move which calendar day a bound truncated to, silently admitting an out-of-range day on one end and dropping the last requested day on the other. The offset is now quantized to whole days (truncating toward zero) before it's applied to a DATE column's bounds, so a sub-day offset never moves the selected day window. 2. The offset was applied only in pandas, after the database had already truncated a temporal axis to its time grain using the raw (unshifted) value. A row near a grain boundary could bucket to the wrong day, and the displayed label (computed via a different path) could disagree with the filter bounds. The offset is now applied in SQL, before grain truncation, at the axis-construction call sites -- gated behind a new `apply_dataset_offset` opt-in so filter construction and other unrelated callers are unaffected. A new `sql_shifted_temporal_labels` signal tells dataframe normalization which columns were already shifted in SQL so the legacy pandas-side offset isn't re-applied on top. Since the SQL-side shift depends on dialect-specific interval syntax, it's gated behind a new `BaseEngineSpec.supports_temporal_column_shift` capability flag (default False), enabled explicitly on the two engines it's been verified against (Postgres, SQLite). Engines that don't opt in keep the prior pandas-only behavior for the grain-truncation-order bug -- no new regression -- while gaining the DATE-bound quantization fix unconditionally (that part is engine-agnostic).	2026-08-20 18:06:05 +00:00
Parman MohammadalizadehandEvan Rusackas	148ffaff50	fix(plugin-chart-echarts): omit stacked value labels on zero-height segments (#42756 ) Co-authored-by: Evan Rusackas <evan@preset.io>	2026-08-20 11:04:19 -07:00
Ankit	83c6ea4e03	fix(explore): show the empty state when Samples returns no result payload (#43115 )	2026-08-20 11:00:54 -07:00
Hans Yu	1ca5e61f54	chore: Unset future flag in engines and sessions. (#43273 )	2026-08-20 10:58:37 -07:00
rlei	1ef12580a7	fix(chart): ignore chart actions for a chart no longer in state (#43228 )	2026-08-20 10:57:21 -07:00
yousoph Claude Opus 4.8 Joe Li	c0884c0f0c	fix(explore): keep x-axis label when overriding Time Column with time comparison (#42875 ) Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> Co-authored-by: Joe Li <joe@preset.io>	2026-08-20 10:52:22 -07:00
Sepuri Sai KrishnaandClaude Opus 5	2ff79bd495	fix(github): point the issue templates at labels that exist (#43357 ) Co-authored-by: Claude Opus 5 <noreply@anthropic.com>	2026-08-20 10:13:36 -07:00
Mafi Matt Fitzgerald Claude Opus 4.8 Amin Ghadersohi	e7dccd44a7	fix(reports): prevent blank/partial report PDFs from virtualized charts (#43348 ) Co-authored-by: Matt Fitzgerald <matt.fitzgerald@preset.io> Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com> Co-authored-by: Amin Ghadersohi <amin.ghadersohi@gmail.com>	2026-08-20 09:10:30 -04:00
dependabot[bot]	fdd3945dde	chore(deps): bump github/codeql-action/analyze from 4.37.6 to 4.37.7 (#43361 ) Signed-off-by: dependabot[bot] <support@github.com>	2026-08-20 13:58:31 +03:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	8b67fb4d30	chore(deps-dev): bump globals from 17.10.0 to 17.11.0 in /superset-websocket (#43360 ) Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-20 00:41:49 -07:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	b288db91f9	chore(deps): bump github/codeql-action/init from 4.37.6 to 4.37.7 (#43362 ) Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-20 00:41:43 -07:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	80bba12d0f	chore(deps-dev): bump globals from 17.10.0 to 17.11.0 in /docs (#43363 ) Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-20 00:41:38 -07:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	5d4358a149	chore(deps): bump google-auth-library from 11.0.1 to 11.0.2 in /superset-frontend (#43364 ) Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-20 00:41:25 -07:00
Arya Ketan Claude Opus 5 Evan Rusackas	f9cedf84e2	fix: drop post-processing options the operation no longer accepts (#42927 ) Signed-off-by: Arya Ketan <aryaketan@sharechat.co> Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com> Co-authored-by: Evan Rusackas <evan@preset.io>	2026-08-19 18:15:15 -07:00
Grégoire GaillyandEvan Rusackas	c2d653b4b8	fix: set maxHeight of List components to height when in AutoSizer (#43056 ) Co-authored-by: Evan Rusackas <evan@preset.io>	2026-08-19 16:56:30 -07:00
Đỗ Trọng HảiandJoe Li	5a96c3f538	chore(ci): disable Git commit info capture in Playwright E2E tests to avoid timeout (#43213 ) Signed-off-by: hainenber <dotronghai96@gmail.com> Co-authored-by: Joe Li <joe@preset.io>	2026-08-19 16:54:44 -07:00
ʈᵃᵢ	faf7c34c0a	fix(explore): legacy boolean filters and limit available operators based on calculated column type (#43341 )	2026-08-19 15:37:09 -07:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	b8fca2145d	chore(deps): bump astral-sh/setup-uv from 9.0.0 to 10.0.0 (#43322 ) Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-19 14:40:02 -07:00
Alejandro Solares	c10054f521	fix(plugin-chart-chord): declare react as a peerDependency (#43304 )	2026-08-19 17:35:38 -04:00
Amin GhadersohiandClaude	8c500ccee1	fix(users): show password validation errors (#43191 ) Co-authored-by: Claude <noreply@anthropic.com>	2026-08-19 16:57:46 -04:00
Joe LiandClaude Sonnet 5	6d77efad29	fix(chart): stop contextmenu propagation in BigNumberViz (#43267 ) Co-authored-by: Claude Sonnet 5 <noreply@anthropic.com>	2026-08-19 13:57:28 -07:00
Amin GhadersohiandClaude	8222db3340	fix(dataset): preserve legacy default dashboard URLs (#43190 ) Co-authored-by: Claude <noreply@anthropic.com>	2026-08-19 14:44:54 -04:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	01ce8358a6	chore(deps-dev): bump globals from 17.9.0 to 17.10.0 in /superset-websocket (#43321 ) Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-19 11:36:48 -07:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	53a8a0e140	chore(deps): bump the docusaurus-openapi group in /docs with 2 updates (#43323 ) Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-19 11:36:44 -07:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	eafbff9f8d	chore(deps-dev): bump globals from 17.9.0 to 17.10.0 in /docs (#43324 ) Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-19 11:36:37 -07:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	1339bcd9da	chore(deps): bump swagger-ui-react from 5.32.12 to 5.32.13 in /docs (#43325 ) Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-19 11:36:34 -07:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	334e280489	chore(deps): bump dompurify from 3.4.12 to 3.4.13 in /superset-frontend (#43326 ) Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-19 11:36:30 -07:00
dependabot[bot]anddependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	c07f3ebf2d	chore(deps-dev): bump @swc/plugin-emotion from 14.15.0 to 14.19.0 in /superset-frontend (#43328 ) Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>	2026-08-19 11:36:26 -07:00
Sumit KumarandClaude Opus 4.8	1569915096	feat(multi-value): array-typed column filters with two-tier operators (ClickHouse MVP) (#41279 ) Signed-off-by: thedeceptio <thedeceptio@gmail.com> Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>	2026-08-19 10:56:49 -07:00
BexultanandBexultan Mustafin	fde0ba26d1	fix(mcp): validate virtual dataset metadata and surface errors (#43129 ) Co-authored-by: Bexultan Mustafin <bexultan.mustafin@ffins.kz>	2026-08-19 10:50:37 -07:00