Add map selection QA shortcut

frontend/README.md

@@ -280,6 +280,7 @@ AI Lab run controls explicitly explain when no raster dataset is available, inst
 - The Map workspace can extract persisted vector features by area: open a ready vector dataset, use `Start map bbox` and click two map corners or enter EPSG:4326 bbox values, then run `Run area extract` to query backend `vector_features`. Results are highlighted on the map and can be downloaded as GeoJSON.
 - After an area extract, `Save area export` persists the selected FeatureCollection as a normal Export Center artifact (`vector_selection_geojson`) so the handoff remains in project export history.
 - `Save as dataset` persists the same selected FeatureCollection as a derived vector dataset, selects it in the workbench and keeps it queryable through backend `vector_features` for later QA/QC or analysis.
+- Once a map selection has been saved as a derived dataset, the Map workspace can run QA/QC against a selected reference dataset without switching workspaces. The action reuses the existing QA comparison endpoint and shows precision, recall, F1 and persisted quality-check status inline.
 - The Data catalog shows a compact selected/reference/candidate/source summary and scan-friendly badges. Persisted `reference` datasets are shown as Reference, non-reference vector/GeoJSON layers are shown as QA Candidates for workbench scanning, and raster/other uploads remain Source.
 - Dataset cards explain the recommended next action and use compact two-line action buttons for inspect, map, export/QA and metadata refresh. Disabled actions keep a visible reason, such as `Vector/GeoJSON only`.
 - Raster controls show the latest generated tile manifest path from persisted `raster.tile` jobs and can hand that path directly to Detection Lab or Segmentation Lab with the selected raster dataset.

frontend/src/App.tsx

@@ -20,6 +20,7 @@ import { useDetectionWorkflow } from './hooks/useDetectionWorkflow'
 import { useDatasetWorkflow } from './hooks/useDatasetWorkflow'
 import { useExportWorkflow } from './hooks/useExportWorkflow'
 import { useMapSelectionDataset } from './hooks/useMapSelectionDataset'
+import { useMapSelectionQa } from './hooks/useMapSelectionQa'
 import { useMapWorkspaceState } from './hooks/useMapWorkspaceState'
 import { useMapSelectionExtract } from './hooks/useMapSelectionExtract'
 import { useProviderCapabilities } from './hooks/useProviderCapabilities'
@@ -399,6 +400,19 @@ function App(): JSX.Element {
     loadDatasetDetails,
     setMapLayerVisible,
   })
+  const {
+    selectedMapQaReferenceDatasetId,
+    mapSelectionQaRunning,
+    mapSelectionQaError,
+    mapSelectionQaResult,
+    runMapSelectionQa,
+    setSelectedMapQaReferenceDatasetId,
+  } = useMapSelectionQa({
+    selectedProjectId,
+    latestSelectionDataset,
+    loadQualityChecks,
+    loadProjectData,
+  })
   const {
     loadingDemoWorkflow,
     demoWorkflowMessage,
@@ -826,6 +840,11 @@ function App(): JSX.Element {
               selectionDatasetSaving={selectionDatasetSaving}
               selectionDatasetError={selectionDatasetError}
               latestSelectionDatasetName={latestSelectionDataset?.name ?? null}
+              mapQaReferenceDatasets={referenceDatasets}
+              selectedMapQaReferenceDatasetId={selectedMapQaReferenceDatasetId}
+              mapSelectionQaRunning={mapSelectionQaRunning}
+              mapSelectionQaError={mapSelectionQaError}
+              mapSelectionQaResult={mapSelectionQaResult}
               availableMapDatasets={availableMapDatasets}
               selectedFeature={selectedMapFeature}
               onSelectMapArea={setSelectedMapAreaId}
@@ -840,6 +859,8 @@ function App(): JSX.Element {
               onClearMapSelectionExtract={resetMapSelectionExtract}
               onExportMapSelection={exportMapSelectionGeoJson}
               onDeriveMapSelectionDataset={deriveMapSelectionDataset}
+              onSelectMapQaReferenceDataset={setSelectedMapQaReferenceDatasetId}
+              onRunMapSelectionQa={runMapSelectionQa}
             />
           ) : null}
 

frontend/src/components/map/MapWorkspace.tsx

@@ -1,6 +1,6 @@
 import { useEffect, useState } from 'react'
 import GeoMap from '../GeoMap'
-import type { AreaRead, DatasetCreateResponse, VectorSelectionBBox, VectorSelectionResponse } from '../../types'
+import type { AreaRead, DatasetCreateResponse, QaComparisonResult, VectorSelectionBBox, VectorSelectionResponse } from '../../types'
 
 const DEFAULT_SELECTED_FEATURE_FILENAME = 'selected-feature.geojson'
 const DEFAULT_AREA_SELECTION_FILENAME = 'area-selection.geojson'
@@ -197,6 +197,11 @@ interface MapWorkspaceProps {
   selectionDatasetSaving: boolean
   selectionDatasetError: string | null
   latestSelectionDatasetName: string | null
+  mapQaReferenceDatasets: DatasetCreateResponse[]
+  selectedMapQaReferenceDatasetId: string
+  mapSelectionQaRunning: boolean
+  mapSelectionQaError: string | null
+  mapSelectionQaResult: QaComparisonResult | null
   availableMapDatasets: DatasetCreateResponse[]
   onSelectMapArea: (areaId: string) => void
   onOpenDatasetInMap: (dataset: DatasetCreateResponse) => void
@@ -210,6 +215,8 @@ interface MapWorkspaceProps {
   onClearMapSelectionExtract: () => void
   onExportMapSelection: (bbox: VectorSelectionBBox) => void
   onDeriveMapSelectionDataset: (bbox: VectorSelectionBBox) => void
+  onSelectMapQaReferenceDataset: (datasetId: string) => void
+  onRunMapSelectionQa: () => void
 }
 
 export function MapWorkspace({
@@ -238,6 +245,11 @@ export function MapWorkspace({
   selectionDatasetSaving,
   selectionDatasetError,
   latestSelectionDatasetName,
+  mapQaReferenceDatasets,
+  selectedMapQaReferenceDatasetId,
+  mapSelectionQaRunning,
+  mapSelectionQaError,
+  mapSelectionQaResult,
   availableMapDatasets,
   onSelectMapArea,
   onOpenDatasetInMap,
@@ -251,6 +263,8 @@ export function MapWorkspace({
   onClearMapSelectionExtract,
   onExportMapSelection,
   onDeriveMapSelectionDataset,
+  onSelectMapQaReferenceDataset,
+  onRunMapSelectionQa,
 }: MapWorkspaceProps): JSX.Element {
   const [bboxSelectionMode, setBboxSelectionMode] = useState(false)
   const [firstSelectionCorner, setFirstSelectionCorner] = useState<[number, number] | null>(null)
@@ -644,6 +658,54 @@ export function MapWorkspace({
               {latestSelectionDatasetName ? (
                 <p className="muted">Saved derived dataset: {latestSelectionDatasetName}</p>
               ) : null}
+              {latestSelectionDatasetName ? (
+                <div className="map-selection-qa-surface" aria-label="Map selection QA shortcut">
+                  <label>
+                    Reference dataset
+                    <select
+                      value={selectedMapQaReferenceDatasetId}
+                      onChange={(event) => onSelectMapQaReferenceDataset(event.target.value)}
+                      disabled={mapQaReferenceDatasets.length === 0 || mapSelectionQaRunning}
+                    >
+                      <option value="">Select reference</option>
+                      {mapQaReferenceDatasets.map((dataset) => (
+                        <option key={dataset.id} value={dataset.id}>
+                          {dataset.name}
+                        </option>
+                      ))}
+                    </select>
+                  </label>
+                  <button
+                    className="primary-action"
+                    disabled={!selectedMapQaReferenceDatasetId || mapSelectionQaRunning}
+                    type="button"
+                    onClick={onRunMapSelectionQa}
+                  >
+                    {mapSelectionQaRunning ? 'Running QA...' : 'Run QA on saved dataset'}
+                  </button>
+                  {mapSelectionQaError ? <p className="error">{mapSelectionQaError}</p> : null}
+                  {mapSelectionQaResult ? (
+                    <div className="feature-extract-grid" aria-label="Map selection QA result">
+                      <div>
+                        <span>Precision</span>
+                        <strong>{mapSelectionQaResult.precision ?? 'n/a'}</strong>
+                      </div>
+                      <div>
+                        <span>Recall</span>
+                        <strong>{mapSelectionQaResult.recall ?? 'n/a'}</strong>
+                      </div>
+                      <div>
+                        <span>F1</span>
+                        <strong>{mapSelectionQaResult.f1_score ?? 'n/a'}</strong>
+                      </div>
+                      <div>
+                        <span>Quality check</span>
+                        <strong>{mapSelectionQaResult.status}</strong>
+                      </div>
+                    </div>
+                  ) : null}
+                </div>
+              ) : null}
               {areaSelectionPreviewFeatures.length > 0 ? (
                 <div className="table-scroll feature-property-table" aria-label="Area selection feature table">
                   <table>

frontend/src/hooks/useMapSelectionQa.ts

@@ -0,0 +1,85 @@
+import { useState } from 'react'
+import type { DatasetCreateResponse, JobRead, QaComparisonRequest, QaComparisonResult, QualityCheckRead } from '../types'
+import { formatError } from '../lib/formatError'
+import { qaApi } from '../services/api'
+
+interface UseMapSelectionQaOptions {
+  selectedProjectId: string | null
+  latestSelectionDataset: DatasetCreateResponse | null
+  loadQualityChecks: (projectId?: string | null) => Promise<QualityCheckRead[] | void>
+  loadProjectData: (projectId: string) => Promise<unknown>
+}
+
+export function useMapSelectionQa({
+  selectedProjectId,
+  latestSelectionDataset,
+  loadQualityChecks,
+  loadProjectData,
+}: UseMapSelectionQaOptions) {
+  const [selectedMapQaReferenceDatasetId, setSelectedMapQaReferenceDatasetId] = useState('')
+  const [mapSelectionQaRunning, setMapSelectionQaRunning] = useState(false)
+  const [mapSelectionQaError, setMapSelectionQaError] = useState<string | null>(null)
+  const [mapSelectionQaResult, setMapQaResult] = useState<QaComparisonResult | null>(null)
+
+  const runMapSelectionQa = async () => {
+    if (!selectedProjectId) {
+      setMapSelectionQaError('Select a project before running QA/QC.')
+      return
+    }
+    if (!latestSelectionDataset) {
+      setMapSelectionQaError('Save the map selection as a dataset before running QA/QC.')
+      return
+    }
+    if (!selectedMapQaReferenceDatasetId) {
+      setMapSelectionQaError('Select a reference dataset for QA/QC.')
+      return
+    }
+    if (latestSelectionDataset.id === selectedMapQaReferenceDatasetId) {
+      setMapSelectionQaError('Candidate and reference datasets must be different.')
+      return
+    }
+
+    setMapSelectionQaRunning(true)
+    setMapSelectionQaError(null)
+    setMapQaResult(null)
+    try {
+      const request: QaComparisonRequest = {
+        candidate_dataset_id: latestSelectionDataset.id,
+        reference_dataset_id: selectedMapQaReferenceDatasetId,
+        iou_threshold: 0.5,
+        area_id: latestSelectionDataset.area_id ?? null,
+      }
+      const job: JobRead = await qaApi.runQa(request)
+      if (job.status === 'failed') {
+        setMapSelectionQaError(job.error_message || 'Map selection QA/QC failed')
+        return
+      }
+      const payload = job.result_json
+      if (!payload || typeof payload !== 'object') {
+        setMapSelectionQaError('Map selection QA/QC result was not available')
+        return
+      }
+      const parsed = payload as unknown as QaComparisonResult
+      if (!parsed || typeof parsed.status !== 'string') {
+        setMapSelectionQaError('Map selection QA/QC result format was unexpected')
+        return
+      }
+      setMapQaResult(parsed)
+      await loadQualityChecks(selectedProjectId)
+      await loadProjectData(selectedProjectId)
+    } catch (error) {
+      setMapSelectionQaError(formatError(error, 'Map selection QA/QC failed'))
+    } finally {
+      setMapSelectionQaRunning(false)
+    }
+  }
+
+  return {
+    selectedMapQaReferenceDatasetId,
+    mapSelectionQaRunning,
+    mapSelectionQaError,
+    mapSelectionQaResult,
+    runMapSelectionQa,
+    setSelectedMapQaReferenceDatasetId,
+  }
+}

frontend/src/styles/app.css

@@ -2669,6 +2669,37 @@ button.entity-card {
   padding-top: 0.68rem;
 }
 
+.map-selection-qa-surface {
+  display: grid;
+  grid-template-columns: minmax(11rem, 1fr) auto;
+  gap: 0.58rem;
+  align-items: end;
+  min-width: 0;
+  border-top: 1px solid var(--line);
+  padding-top: 0.68rem;
+}
+
+.map-selection-qa-surface label {
+  min-width: 0;
+}
+
+.map-selection-qa-surface .primary-action {
+  width: fit-content;
+  max-width: 100%;
+  margin-top: 0;
+}
+
+.map-selection-qa-surface .error,
+.map-selection-qa-surface .feature-extract-grid {
+  grid-column: 1 / -1;
+}
+
+@media (max-width: 720px) {
+  .map-selection-qa-surface {
+    grid-template-columns: 1fr;
+  }
+}
+
 .feature-extract-surface {
   display: grid;
   gap: 0.7rem;