fix(ci): repair nightly pre-commit failures

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>

.github/workflows/codeql-analysis.yml

@@ -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}}"

docs/package.json

@@ -93,7 +93,7 @@
     "@typescript-eslint/parser": "^8.67.0",
     "eslint": "^9.39.2",
     "eslint-plugin-react": "^7.37.5",
-    "globals": "^17.10.0",
+    "globals": "^17.11.0",
     "oxfmt": "^0.63.0",
     "typescript": "~6.0.3",
     "typescript-eslint": "^8.67.0",

docs/yarn.lock

@@ -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@^17.10.0:
-  version "17.10.0"
-  resolved "https://registry.yarnpkg.com/globals/-/globals-17.10.0.tgz#f9dbd847ae99e236f98b13095e2426ac3b25a45c"
-  integrity sha512-V0kztuWST2k8A/VbxAY8+L+7+Rgo3fyA24IHRLrZp7HOzJjV0gHSaZUjK9lpP/IrBSNite2tZ1prhRkinRu1CA==
+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"

superset-frontend/package-lock.json

@@ -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",
@@ -20612,7 +20612,7 @@
       "version": "0.8.0",
       "resolved": "https://registry.npmjs.org/expect-playwright/-/expect-playwright-0.8.0.tgz",
       "integrity": "sha512-+kn8561vHAY+dt+0gMqqj1oY+g5xWrsuGMk4QGxotT2WS545nVqqjs37z6hrYfIuucwqthzwJfCJUEYqixyljg==",
-      "deprecated": "\u26a0\ufe0f The 'expect-playwright' package is deprecated. The Playwright core assertions (via @playwright/test) now cover the same functionality. Please migrate to built-in expect. See https://playwright.dev/docs/test-assertions for migration.",
+      "deprecated": "⚠️ The 'expect-playwright' package is deprecated. The Playwright core assertions (via @playwright/test) now cover the same functionality. Please migrate to built-in expect. See https://playwright.dev/docs/test-assertions for migration.",
       "dev": true,
       "license": "MIT"
     },
@@ -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",
@@ -26023,7 +26023,7 @@
       "version": "0.4.0",
       "resolved": "https://registry.npmjs.org/jest-process-manager/-/jest-process-manager-0.4.0.tgz",
       "integrity": "sha512-80Y6snDyb0p8GG83pDxGI/kQzwVTkCxc7ep5FPe/F6JYdvRDhwr6RzRmPSP7SEwuLhxo80lBS/NqOdUIbHIfhw==",
-      "deprecated": "\u26a0\ufe0f The 'jest-process-manager' package is deprecated. Please migrate to Playwright's built-in test runner (@playwright/test) which now includes full Jest-style features and parallel testing. See https://playwright.dev/docs/intro for details.",
+      "deprecated": "⚠️ The 'jest-process-manager' package is deprecated. Please migrate to Playwright's built-in test runner (@playwright/test) which now includes full Jest-style features and parallel testing. See https://playwright.dev/docs/intro for details.",
       "dev": true,
       "license": "MIT",
       "dependencies": {
@@ -43073,15 +43073,6 @@
         "node": ">=12"
       }
     },
-    "packages/superset-ui-core/node_modules/dompurify": {
-      "version": "3.4.13",
-      "resolved": "https://registry.npmjs.org/dompurify/-/dompurify-3.4.13.tgz",
-      "integrity": "sha512-2vmYIoqjze2d+kakP8S/nS5shfsl587kzwEjcGlTdiksUVgFHnFCsLYDVj/JNqJVOQZGSYBTmuycv0PodwmnMQ==",
-      "license": "(MPL-2.0 OR Apache-2.0)",
-      "optionalDependencies": {
-        "@types/trusted-types": "^2.0.7"
-      }
-    },
     "packages/superset-ui-core/node_modules/react-ace": {
       "version": "14.0.1",
       "resolved": "https://registry.npmjs.org/react-ace/-/react-ace-14.0.1.tgz",

superset-frontend/package.json

@@ -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",

superset-frontend/src/explore/components/controls/ColumnConfigControl/types.ts

@@ -29,7 +29,9 @@ import { ControlFormItemComponents } from './ControlForm';
  * Column formatting configs.
  */
 export type ColumnConfig = {
-  [key in SharedColumnConfigProp]?: (typeof SHARED_COLUMN_CONFIG_PROPS)[key]['value'];
+  [
+    key in SharedColumnConfigProp
+  ]?: (typeof SHARED_COLUMN_CONFIG_PROPS)[key]['value'];
 } & Record<string, StrictJsonValue>;
 
 /**

superset-frontend/src/explore/components/controls/FixedOrMetricControl/FixedOrMetricControl.test.tsx

@@ -22,10 +22,11 @@ import FixedOrMetricControl from '.';
 jest.mock(
   '@superset-ui/core/components/Icons/AsyncIcon',
   () =>
-    ({ fileName }: { fileName: string }) => (
-      // eslint-disable-next-line jsx-a11y/prefer-tag-over-role -- mirrors AsyncIcon's real span+role="img" shape
-      <span role="img" aria-label={fileName.replace('_', '-')} />
-    ),
+    ({ fileName }: { fileName: string }) =>
+      (
+        // eslint-disable-next-line jsx-a11y/prefer-tag-over-role -- mirrors AsyncIcon's real span+role="img" shape
+        <span role="img" aria-label={fileName.replace('_', '-')} />
+      ),
 );
 
 const createProps = () => ({

superset-frontend/src/features/datasets/AddDataset/DatasetPanel/DatasetPanel.test.tsx

@@ -38,10 +38,11 @@ import {
 jest.mock(
   '@superset-ui/core/components/Icons/AsyncIcon',
   () =>
-    ({ fileName }: { fileName: string }) => (
-      // eslint-disable-next-line jsx-a11y/prefer-tag-over-role -- mirrors AsyncIcon's real span+role="img" shape
-      <span role="img" aria-label={fileName.replace('_', '-')} />
-    ),
+    ({ fileName }: { fileName: string }) =>
+      (
+        // eslint-disable-next-line jsx-a11y/prefer-tag-over-role -- mirrors AsyncIcon's real span+role="img" shape
+        <span role="img" aria-label={fileName.replace('_', '-')} />
+      ),
 );
 
 // eslint-disable-next-line no-restricted-globals -- TODO: Migrate from describe blocks

superset-frontend/src/features/datasets/AddDataset/DatasetPanel/DatasetPanelWrapper.test.tsx

@@ -29,10 +29,11 @@ import DatasetPanelWrapper from 'src/features/datasets/AddDataset/DatasetPanel';
 jest.mock(
   '@superset-ui/core/components/Icons/AsyncIcon',
   () =>
-    ({ fileName }: { fileName: string }) => (
-      // eslint-disable-next-line jsx-a11y/prefer-tag-over-role -- mirrors AsyncIcon's real span+role="img" shape
-      <span role="img" aria-label={fileName.replace('_', '-')} />
-    ),
+    ({ fileName }: { fileName: string }) =>
+      (
+        // eslint-disable-next-line jsx-a11y/prefer-tag-over-role -- mirrors AsyncIcon's real span+role="img" shape
+        <span role="img" aria-label={fileName.replace('_', '-')} />
+      ),
 );
 
 const errorMessageRegistry = getErrorMessageComponentRegistry();

superset-websocket/package-lock.json

@@ -28,7 +28,7 @@
         "@typescript-eslint/parser": "^8.67.0",
         "eslint": "^10.8.1",
         "eslint-config-prettier": "^10.1.8",
-        "globals": "^17.10.0",
+        "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": "17.10.0",
-      "resolved": "https://registry.npmjs.org/globals/-/globals-17.10.0.tgz",
-      "integrity": "sha512-V0kztuWST2k8A/VbxAY8+L+7+Rgo3fyA24IHRLrZp7HOzJjV0gHSaZUjK9lpP/IrBSNite2tZ1prhRkinRu1CA==",
+      "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": {

superset-websocket/package.json

@@ -36,7 +36,7 @@
     "@typescript-eslint/parser": "^8.67.0",
     "eslint": "^10.8.1",
     "eslint-config-prettier": "^10.1.8",
-    "globals": "^17.10.0",
+    "globals": "^17.11.0",
     "oxfmt": "^0.63.0",
     "tscw-config": "^1.1.2",
     "typescript": "^6.0.3",

superset/common/query_object.py

@@ -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,

superset/semantic_layers/models.py

@@ -384,7 +384,7 @@ class SemanticView(AuditMixinNullable, Model):
                 for dimension in dimensions
             },
         }
-        column_formats = {
+        column_formats: dict[str, str | None] = {
             metric.name: metric.d3format for metric in metrics if metric.d3format
         }
 

superset/utils/pandas_postprocessing/utils.py

@@ -15,7 +15,7 @@
 # specific language governing permissions and limitations
 # under the License.
 from collections.abc import Sequence
-from functools import partial
+from functools import partial, wraps
 from typing import Any, Callable
 
 import numpy as np
@@ -122,6 +122,10 @@ def scalar_to_sequence(val: Any) -> Sequence[str]:
 
 def validate_column_args(*argnames: str) -> Callable[..., Any]:
     def wrapper(func: Callable[..., Any]) -> Callable[..., Any]:
+        # `wraps` keeps `func` reachable through `__wrapped__`, so that
+        # `inspect.signature` reports the parameters of the decorated operation
+        # rather than the `(df, **options)` of this wrapper.
+        @wraps(func)
         def wrapped(df: DataFrame, **options: Any) -> Any:
             if _is_multi_index_on_columns(df):
                 # MultiIndex column validate first level

superset/utils/screenshot_utils.py

@@ -159,16 +159,49 @@ CHART_ERROR_OR_EMPTY_SELECTOR = (
     f"{ALERT_SELECTOR}, {EMPTY_SELECTOR}, {MISSING_CHART_SELECTOR}"
 )
 
-# Shared body for holder readiness and timeout diagnostics. A holder is ready
-# only after a terminal marker appears and its loading marker disappears.
-UNREADY_CHART_HOLDERS_JS_BODY = f"""
+# Runtime contract with the dashboard frontend. Dispatching this window event
+# forces every DashboardVirtualization row to render regardless of whether it
+# intersects the headless viewport, mirroring the client-side "Download as
+# Image/PDF" path (see FORCE_IN_VIEW_EVENT in
+# superset-frontend/src/dashboard/constants.ts and forceLoadAllCharts in
+# superset-frontend/src/utils/downloadUtils.ts). The non-tiled report capture
+# takes a single full-page screenshot that includes below-the-fold holders, so
+# those holders must be forced to render before the readiness wait -- otherwise
+# a virtualized (or still-loading) off-screen holder is captured blank. A plain
+# Event with no `detail.rowIds` means "force every row", matching the frontend's
+# single-pass branch.
+FORCE_ALL_CHART_HOLDERS_IN_VIEW_EVENT = "superset-force-all-in-view"
+FORCE_ALL_CHART_HOLDERS_IN_VIEW_JS = (
+    f"() => window.dispatchEvent(new Event('{FORCE_ALL_CHART_HOLDERS_IN_VIEW_EVENT}'))"
+)
+
+
+def _unready_chart_holders_js_body(*, viewport_only: bool) -> str:
+    """Return the shared holder-readiness scan body.
+
+    A holder is ready only after a terminal marker appears and its loading
+    marker disappears. When ``viewport_only`` is True the scan skips holders
+    that do not intersect the current viewport: correct for the tiled path,
+    which scrolls every region into view before capturing it, and for
+    thumbnails, which only ever capture the viewport. The non-tiled *report*
+    capture takes a single full-page screenshot that includes below-the-fold
+    holders, so it must scan every mounted holder (``viewport_only=False``) --
+    otherwise an off-screen holder that never rendered is captured blank and
+    silently delivered as a Success.
+    """
+    viewport_skip = (
+        """
+        const r = holder.getBoundingClientRect();
+        if (!(r.top < window.innerHeight && r.bottom > 0)) {
+            continue;
+        }"""
+        if viewport_only
+        else ""
+    )
+    return f"""
     const holders = document.querySelectorAll('{CHART_HOLDER_SELECTOR}');
     const unready = [];
-    for (const holder of holders) {{
-        const r = holder.getBoundingClientRect();
-        if (!(r.top < window.innerHeight && r.bottom > 0)) {{
-            continue;
-        }}
+    for (const holder of holders) {{{viewport_skip}
         const hasSliceContainer = holder.querySelector(
             '{SLICE_CONTAINER_SELECTOR}'
         ) !== null;
@@ -206,6 +239,13 @@ UNREADY_CHART_HOLDERS_JS_BODY = f"""
     }}
 """
 
+
+# Viewport-scoped scan (tiled path + thumbnails).
+UNREADY_CHART_HOLDERS_JS_BODY = _unready_chart_holders_js_body(viewport_only=True)
+# Full-dashboard scan (non-tiled report capture, which screenshots the whole
+# element in one shot and therefore cannot ignore below-the-fold holders).
+UNREADY_ALL_CHART_HOLDERS_JS_BODY = _unready_chart_holders_js_body(viewport_only=False)
+
 # Diagnostic query for every chart holder, including terminal and virtualized
 # states. It interpolates the same selector constants as the predicates.
 FIND_CHART_HOLDER_STATES_JS = f"""
@@ -256,12 +296,24 @@ REPORT_CHART_HOLDERS_READY_JS = (
     f"() => {{ {UNREADY_CHART_HOLDERS_JS_BODY} "
     "return holders.length > 0 && unready.length === 0; }"
 )
+# Report readiness for the non-tiled full-page capture: every mounted holder --
+# including below-the-fold ones -- must be terminally rendered. Off-screen
+# holders are forced to render first (FORCE_ALL_CHART_HOLDERS_IN_VIEW_JS); if any
+# still fails to render within budget the wait times out and the report fails
+# loudly rather than shipping a blank/partial screenshot as a Success.
+REPORT_ALL_CHART_HOLDERS_READY_JS = (
+    f"() => {{ {UNREADY_ALL_CHART_HOLDERS_JS_BODY} "
+    "return holders.length > 0 && unready.length === 0; }"
+)
 CHART_HOLDERS_MOUNTED_JS = (
     f"() => document.querySelectorAll('{CHART_HOLDER_SELECTOR}').length > 0"
 )
 FIND_UNREADY_CHART_HOLDERS_JS = (
     f"() => {{ {UNREADY_CHART_HOLDERS_JS_BODY} return unready; }}"
 )
+FIND_ALL_UNREADY_CHART_HOLDERS_JS = (
+    f"() => {{ {UNREADY_ALL_CHART_HOLDERS_JS_BODY} return unready; }}"
+)
 
 # A chart capture has one target rather than dashboard holders, but needs the
 # same positive terminal-state guarantee and loading exclusion.

superset/utils/webdriver.py

@@ -34,8 +34,10 @@ from superset.utils.screenshot_utils import (
     CHART_CONTAINER_READY_JS,
     CHART_CONTAINER_STATE_JS,
     CHART_HOLDERS_READY_JS,
+    FIND_ALL_UNREADY_CHART_HOLDERS_JS,
     FIND_CHART_HOLDER_STATES_JS,
-    REPORT_CHART_HOLDERS_READY_JS,
+    FORCE_ALL_CHART_HOLDERS_IN_VIEW_JS,
+    REPORT_ALL_CHART_HOLDERS_READY_JS,
     resolve_screenshot_task_budget_seconds,
     ScreenshotTaskBudgetExceededError,
     take_tiled_screenshot,
@@ -382,7 +384,19 @@ class WebDriverPlaywright(WebDriverProxy):
         if element_name == "chart-container":
             readiness_predicate = CHART_CONTAINER_READY_JS
         elif report_execution_context:
-            readiness_predicate = REPORT_CHART_HOLDERS_READY_JS
+            # This non-tiled path captures the whole element in one shot
+            # (`_get_screenshot` uses `full_page=True` / `element.screenshot()`),
+            # so below-the-fold holders end up in the image. Force every
+            # virtualized row to render up front -- mirroring the client-side
+            # "Download as Image/PDF" path -- and then require *all* mounted
+            # holders (not just the viewport-visible ones) to reach a terminal
+            # state. If an off-screen holder never renders, the wait times out
+            # and the report fails loudly instead of silently delivering a
+            # blank/partial screenshot as a Success. The tiled path keeps the
+            # viewport-scoped predicate because it scrolls each region into view
+            # before capturing it.
+            page.evaluate(FORCE_ALL_CHART_HOLDERS_IN_VIEW_JS)
+            readiness_predicate = REPORT_ALL_CHART_HOLDERS_READY_JS
         else:
             # Preserve the thumbnail behavior introduced by #42253. The
             # stricter zero-holder gate is report-specific because an empty
@@ -430,6 +444,16 @@ class WebDriverPlaywright(WebDriverProxy):
             ready_holders = sum(
                 holder.get("state") in ready_states for holder in chart_holder_states
             )
+            # `FIND_CHART_HOLDER_STATES_JS` short-circuits off-screen holders to
+            # "virtualized" (counted as ready above), so on the report path -- a
+            # full-page capture that includes below-the-fold holders -- the real
+            # culprits (off-screen holders that never rendered) would be hidden.
+            # Surface them explicitly using the non-viewport-scoped scan.
+            below_fold_unready = (
+                page.evaluate(FIND_ALL_UNREADY_CHART_HOLDERS_JS)
+                if report_execution_context
+                else unready_chart_holders
+            )
             deadline_elapsed = deadline.elapsed_seconds if deadline else elapsed
             deadline_remaining = (
                 deadline.remaining_seconds if deadline else remaining_budget
@@ -438,7 +462,8 @@ class WebDriverPlaywright(WebDriverProxy):
                 "report_readiness_terminal url=%s expected_holders=%s "
                 "mounted_holders=%s ready_holders=%s elapsed_seconds=%.2f "
                 "remaining_seconds=%s effective_wait_seconds=%.2f%s "
-                "terminal_reason=readiness_timeout unready_holders=%s states=%s; "
+                "terminal_reason=readiness_timeout unready_holders=%s "
+                "all_unready_holders=%s states=%s; "
                 "aborting before capture or delivery",
                 url,
                 expected_holders,
@@ -453,6 +478,7 @@ class WebDriverPlaywright(WebDriverProxy):
                 effective_load_wait,
                 context_suffix,
                 unready_chart_holders,
+                below_fold_unready,
                 chart_holder_states,
             )
             raise
@@ -747,9 +773,21 @@ class WebDriverPlaywright(WebDriverProxy):
                             context_suffix,
                         )
 
-                    # Use tiled screenshots for large dashboards
+                    # Use tiled screenshots for large dashboards. For scheduled
+                    # reports a likely-large dashboard whose measured height is
+                    # at or below a single tile is almost always mid-layout
+                    # (charts still virtualized/collapsed at measurement time),
+                    # not genuinely short -- a 52-chart dashboard is never really
+                    # <one viewport tall. Routing it to the single-shot,
+                    # full-page non-tiled capture risks shipping a windowed
+                    # partial render. Prefer the tiled path, which scrolls every
+                    # region into view and waits per tile; worst case it is a
+                    # single tile. The tiled decision for thumbnails is
+                    # unchanged.
                     use_tiled = likely_large_dashboard and (
-                        height_unknown or dashboard_height > tile_height
+                        height_unknown
+                        or dashboard_height > tile_height
+                        or report_execution_context is not None
                     )
 
                     if use_tiled:

tests/unit_tests/pandas_postprocessing/test_utils.py

@@ -14,7 +14,13 @@
 # KIND, either express or implied.  See the License for the
 # specific language governing permissions and limitations
 # under the License.
-from superset.utils.pandas_postprocessing import escape_separator, unescape_separator
+import inspect
+
+from superset.utils.pandas_postprocessing import (
+    escape_separator,
+    pivot,
+    unescape_separator,
+)
 
 
 def test_escape_separator():
@@ -28,3 +34,19 @@ def test_escape_separator():
     escape_string = escape_separator("hello,world")
     assert escape_string == r"hello\,world"
     assert unescape_separator(escape_string) == "hello,world"
+
+
+def test_validate_column_args_preserves_signature():
+    """
+    The decorator must not hide the signature of the operation it wraps.
+
+    `inspect.signature` follows `__wrapped__`, which `functools.wraps` sets.
+    Without it every decorated operation reports `(df, **options)`, and code
+    that inspects the signature -- see `QueryObject._drop_unsupported_options`
+    -- cannot tell a supported option from an unsupported one.
+    """
+    parameters = inspect.signature(pivot).parameters
+
+    assert pivot.__name__ == "pivot"
+    assert "options" not in parameters
+    assert {"index", "aggregates", "columns"} <= set(parameters)

tests/unit_tests/queries/query_object_test.py

@@ -22,6 +22,7 @@ from superset.common.query_object import QueryObject
 from superset.connectors.sqla.models import SqlaTable
 from superset.models.core import Database
 from superset.superset_typing import Metric
+from superset.utils import pandas_postprocessing
 from superset.utils.core import override_user
 
 
@@ -438,3 +439,143 @@ def test_cache_key_cache_impersonation_on_with_different_user_and_db_impersonati
         ],
         any_order=True,
     )
+
+
+def test_post_processing_drops_unsupported_options():
+    """
+    An option that the operation no longer accepts is dropped, not passed on.
+
+    A chart saved by an older version of Superset stores `flatten_columns` in
+    the options of its `pivot` operation. `pivot` lost that parameter when
+    flattening became its own operation, so replaying the stored query_context
+    raised `TypeError: pivot() got an unexpected keyword argument
+    'flatten_columns'`.
+    """
+    query_object = QueryObject(
+        row_limit=1,
+        post_processing=[
+            {
+                "operation": "pivot",
+                "options": {
+                    "index": ["__timestamp"],
+                    "columns": ["genre"],
+                    "aggregates": {"count": {"operator": "mean"}},
+                    "drop_missing_columns": False,
+                    "flatten_columns": True,
+                    "reset_index": True,
+                },
+            }
+        ],
+    )
+
+    options = query_object.post_processing[0]["options"]
+    assert "flatten_columns" not in options
+    assert "reset_index" not in options
+    assert options["drop_missing_columns"] is False
+    assert options["index"] == ["__timestamp"]
+
+
+def test_post_processing_keeps_supported_options():
+    """Options the operation accepts are left alone."""
+    post_processing = [
+        {
+            "operation": "pivot",
+            "options": {"index": ["__timestamp"], "aggregates": {}},
+        }
+    ]
+    query_object = QueryObject(row_limit=1, post_processing=post_processing)
+
+    assert query_object.post_processing == post_processing
+
+
+def test_post_processing_keeps_unknown_operation():
+    """
+    An unknown operation is kept, so that `exec_post_processing` can report it
+    as an `InvalidPostProcessingError` rather than being silently dropped here.
+    """
+    query_object = QueryObject(
+        row_limit=1,
+        post_processing=[{"operation": "does_not_exist", "options": {"a": 1}}, None],
+    )
+
+    assert query_object.post_processing == [
+        {"operation": "does_not_exist", "options": {"a": 1}}
+    ]
+
+
+def test_post_processing_drops_the_dataframe_parameter():
+    """
+    The DataFrame parameter is not an option.
+
+    `exec_post_processing` calls `operation(df, **options)`, so an option named
+    after the first parameter would raise `TypeError: pivot() got multiple
+    values for argument 'df'`.
+    """
+    query_object = QueryObject(
+        row_limit=1,
+        post_processing=[
+            {
+                "operation": "pivot",
+                "options": {"df": "malformed", "index": ["a"], "aggregates": {}},
+            }
+        ],
+    )
+
+    options = query_object.post_processing[0]["options"]
+    assert "df" not in options
+    assert options["index"] == ["a"]
+
+
+def test_post_processing_keeps_options_of_a_variadic_operation():
+    """An operation that accepts `**kwargs` accepts every option."""
+
+    def variadic(df, **kwargs):
+        return df
+
+    post_processing = [{"operation": "variadic", "options": {"anything": 1}}]
+    with patch.object(pandas_postprocessing, "variadic", variadic, create=True):
+        query_object = QueryObject(row_limit=1, post_processing=post_processing)
+
+    assert query_object.post_processing == post_processing
+
+
+def test_post_processing_drops_a_variadic_positional_option():
+    """
+    A `*args` parameter cannot be filled by a keyword argument.
+
+    `exec_post_processing` calls the operation as `operation(df, **options)`,
+    so an option named after a `*args` parameter would raise `TypeError:
+    variadic_positional() got an unexpected keyword argument 'args'` even
+    though the name appears in the signature.
+    """
+
+    def variadic_positional(df, *args, index=None):  # pylint: disable=unused-argument
+        return df
+
+    with patch.object(
+        pandas_postprocessing, "variadic_positional", variadic_positional, create=True
+    ):
+        query_object = QueryObject(
+            row_limit=1,
+            post_processing=[
+                {
+                    "operation": "variadic_positional",
+                    "options": {"args": [1], "index": ["a"]},
+                }
+            ],
+        )
+
+    options = query_object.post_processing[0]["options"]
+    assert "args" not in options
+    assert options["index"] == ["a"]
+
+
+def test_post_processing_keeps_an_entry_without_an_operation():
+    """
+    An entry that names no operation is kept, so that `exec_post_processing`
+    reports it as an `InvalidPostProcessingError`.
+    """
+    post_processing = [{"options": {"a": 1}}]
+    query_object = QueryObject(row_limit=1, post_processing=post_processing)
+
+    assert query_object.post_processing == post_processing

tests/unit_tests/utils/webdriver_test.py

@@ -637,6 +637,91 @@ class TestWebDriverPlaywrightErrorHandling:
             "",
         )
 
+    @patch("superset.utils.webdriver.PLAYWRIGHT_AVAILABLE", True)
+    @patch("superset.utils.webdriver._browser_manager")
+    @patch("superset.utils.webdriver.take_tiled_screenshot")
+    def test_large_report_dashboard_tiles_even_when_measured_height_is_short(
+        self, mock_take_tiled, mock_browser_manager
+    ):
+        """Regression: the GOOD (full) report path is the tiled one; BAD
+        (blank/partial) runs mis-route a large dashboard to the single-shot
+        non-tiled capture because ``scrollHeight`` is measured while charts are
+        still virtualized/collapsed (<= one tile). A scheduled report whose
+        dashboard is large by chart count must take the tiled path regardless
+        of that stale height measurement, so every region is scrolled into
+        view and waited on instead of captured as a windowed partial.
+        """
+        mock_user = MagicMock()
+        mock_user.username = "test_user"
+
+        mock_browser = MagicMock()
+        mock_context = MagicMock()
+        mock_page = MagicMock()
+        mock_element = MagicMock()
+        mock_chart_container = MagicMock()
+
+        mock_browser_manager.get_browser.return_value = mock_browser
+        mock_browser.new_context.return_value = mock_context
+        mock_context.new_page.return_value = mock_page
+
+        def locator_side_effect(selector):
+            if selector == ".chart-container":
+                locator = MagicMock()
+                locator.all.return_value = [mock_chart_container]
+                return locator
+            return mock_element
+
+        mock_page.locator.side_effect = locator_side_effect
+        mock_take_tiled.return_value = b"tiled_screenshot"
+
+        def evaluate_side_effect(script):
+            if script == 'document.querySelectorAll(".chart-container").length':
+                return 52  # mounted containers
+            if "const target = document.querySelector" in script:
+                # Non-zero but <= one tile: the classic mid-layout measurement
+                # that previously vetoed tiling and dropped to the non-tiled
+                # path.
+                return 1500
+            return None
+
+        mock_page.evaluate.side_effect = evaluate_side_effect
+
+        with patch("superset.utils.webdriver.app") as mock_app:
+            mock_app.config = {
+                "WEBDRIVER_OPTION_ARGS": [],
+                "WEBDRIVER_WINDOW": {"pixel_density": 1},
+                "SCREENSHOT_PLAYWRIGHT_DEFAULT_TIMEOUT": 30000,
+                "SCREENSHOT_PLAYWRIGHT_WAIT_EVENT": "networkidle",
+                "SCREENSHOT_SELENIUM_HEADSTART": 1,
+                "SCREENSHOT_SELENIUM_ANIMATION_WAIT": 1,
+                "SCREENSHOT_LOCATE_WAIT": 10,
+                "SCREENSHOT_LOAD_WAIT": 10,
+                "SCREENSHOT_REPLACE_UNEXPECTED_ERRORS": False,
+                "SCREENSHOT_TILED_ENABLED": True,
+                "SCREENSHOT_TILED_CHART_THRESHOLD": 20,
+                "SCREENSHOT_TILED_HEIGHT_THRESHOLD": 5000,
+                # Larger than the measured 1500px height, so only the new
+                # report-mode branch (not `dashboard_height > tile_height`) can
+                # select tiling here.
+                "SCREENSHOT_TILED_VIEWPORT_HEIGHT": 2000,
+            }
+
+            with patch.object(WebDriverPlaywright, "auth") as mock_auth:
+                mock_auth.return_value = mock_context
+
+                driver = WebDriverPlaywright("chrome")
+                result = driver.get_screenshot(
+                    "http://example.com/dashboard/805",
+                    "standalone",
+                    mock_user,
+                    report_execution_context=_report_context(),
+                )
+
+        assert result == b"tiled_screenshot"
+        mock_take_tiled.assert_called_once()
+        # The non-tiled single-shot capture must not run for this large report.
+        mock_page.screenshot.assert_not_called()
+
     @patch("superset.utils.webdriver.PLAYWRIGHT_AVAILABLE", True)
     @patch("superset.utils.webdriver._browser_manager")
     @patch("superset.utils.webdriver.logger")
@@ -1168,6 +1253,103 @@ class TestWebDriverPlaywrightChartReadiness:
         page.wait_for_function.assert_not_called()
         page.screenshot.assert_not_called()
 
+    def test_report_readiness_forces_below_fold_render_and_waits_for_all_holders(
+        self,
+    ):
+        """Regression for blank/partial report PDFs.
+
+        The non-tiled report capture takes a single full-page screenshot that
+        includes below-the-fold holders, so the readiness gate must (a) force
+        every virtualized row to render up front and (b) require *all* mounted
+        holders -- not just the viewport-visible ones -- to reach a terminal
+        state. Otherwise an off-screen holder that never rendered is captured
+        blank and silently delivered as a Success.
+        """
+        from superset.utils.screenshot_utils import (
+            FORCE_ALL_CHART_HOLDERS_IN_VIEW_JS,
+            REPORT_ALL_CHART_HOLDERS_READY_JS,
+        )
+
+        page = MagicMock()
+        page.evaluate.return_value = [{"chartId": "7", "state": "rendered"}]
+
+        WebDriverPlaywright._wait_for_charts_ready(
+            page,
+            "http://example.com/dashboard/805",
+            5,
+            "standalone",
+            report_execution_context=_report_context(),
+        )
+
+        # (a) Off-screen rows are forced to render before the wait.
+        assert any(
+            call.args and call.args[0] == FORCE_ALL_CHART_HOLDERS_IN_VIEW_JS
+            for call in page.evaluate.call_args_list
+        )
+        # (b) The readiness predicate is the all-holders variant: it must not
+        # skip below-the-fold holders (no viewport-intersection test), so a
+        # virtualized/unrendered off-screen holder cannot satisfy the gate.
+        predicate = page.wait_for_function.call_args.args[0]
+        assert predicate == REPORT_ALL_CHART_HOLDERS_READY_JS
+        assert "getBoundingClientRect" not in predicate
+        assert "window.innerHeight" not in predicate
+
+    @patch("superset.utils.webdriver.logger")
+    def test_report_readiness_below_fold_unrendered_fails_loudly(self, mock_logger):
+        """When an off-screen holder never renders within budget the report
+        must fail loudly (raise) rather than capture/deliver a blank
+        screenshot, and the terminal log must surface the below-the-fold
+        unready holders that the viewport-scoped diagnostic hides as
+        'virtualized'.
+        """
+        from superset.utils.screenshot_utils import (
+            FIND_ALL_UNREADY_CHART_HOLDERS_JS,
+            FIND_CHART_HOLDER_STATES_JS,
+        )
+        from superset.utils.webdriver import PlaywrightTimeout
+
+        page = MagicMock()
+        # 22 on-screen rendered holders + 30 off-screen holders that the
+        # viewport-scoped diagnostic labels 'virtualized' (and would otherwise
+        # count as "ready").
+        holder_states = [
+            {"chartId": str(i), "state": "rendered"} for i in range(22)
+        ] + [{"chartId": str(i), "state": "virtualized"} for i in range(22, 52)]
+        below_fold_unready = [
+            {"chartId": str(i), "state": "nothing_mounted"} for i in range(22, 52)
+        ]
+
+        def _evaluate(script, *args):
+            if script == FIND_ALL_UNREADY_CHART_HOLDERS_JS:
+                return below_fold_unready
+            if script == FIND_CHART_HOLDER_STATES_JS:
+                return holder_states
+            return None
+
+        page.evaluate.side_effect = _evaluate
+        page.wait_for_function.side_effect = PlaywrightTimeout(
+            "below-fold holders never rendered"
+        )
+
+        with pytest.raises(PlaywrightTimeout):
+            WebDriverPlaywright._wait_for_charts_ready(
+                page,
+                "http://example.com/dashboard/805",
+                5,
+                "standalone",
+                report_execution_context=_report_context(),
+            )
+
+        terminal_call = next(
+            call
+            for call in mock_logger.warning.call_args_list
+            if call.args and call.args[0].startswith("report_readiness_terminal")
+        )
+        assert "terminal_reason=readiness_timeout" in terminal_call.args[0]
+        # The below-the-fold offenders are surfaced explicitly.
+        assert "all_unready_holders=" in terminal_call.args[0]
+        assert below_fold_unready in terminal_call.args
+
     @patch("superset.utils.webdriver.logger")
     def test_chart_capture_ready_logs_container_state_not_holder_counts(
         self, mock_logger