Fix: emtpy graph not display correctly after cleaning the database

- Improved graph validation with detailed checks
- Added empty graph state handling
- Enhanced label fetching and refresh logic
- Tracked last successful query label
- Optimized data fetching flow

lightrag_webui/src/components/graph/GraphLabels.tsx

@@ -1,4 +1,4 @@
-import { useCallback, useEffect, useRef } from 'react'
+import { useCallback } from 'react'
 import { AsyncSelect } from '@/components/ui/AsyncSelect'
 import { useSettingsStore } from '@/stores/settings'
 import { useGraphStore } from '@/stores/graph'
@@ -12,44 +12,8 @@ const GraphLabels = () => {
   const { t } = useTranslation()
   const label = useSettingsStore.use.queryLabel()
   const allDatabaseLabels = useGraphStore.use.allDatabaseLabels()
-  const rawGraph = useGraphStore.use.rawGraph()
-  const labelsLoadedRef = useRef(false)
 
-  // Track if a fetch is in progress to prevent multiple simultaneous fetches
+  // Remove initial label fetch effect as it's now handled by fetchGraph based on lastSuccessfulQueryLabel
-  const fetchInProgressRef = useRef(false)
-
-  // Fetch labels and trigger initial data load
-  useEffect(() => {
-    // Check if we've already attempted to fetch labels in this session
-    const labelsFetchAttempted = useGraphStore.getState().labelsFetchAttempted
-
-    // Only fetch if we haven't attempted in this session and no fetch is in progress
-    if (!labelsFetchAttempted && !fetchInProgressRef.current) {
-      fetchInProgressRef.current = true
-      // Set global flag to indicate we've attempted to fetch in this session
-      useGraphStore.getState().setLabelsFetchAttempted(true)
-
-      useGraphStore.getState().fetchAllDatabaseLabels()
-        .then(() => {
-          labelsLoadedRef.current = true
-          fetchInProgressRef.current = false
-        })
-        .catch((error) => {
-          console.error('Failed to fetch labels:', error)
-          fetchInProgressRef.current = false
-          // Reset global flag to allow retry
-          useGraphStore.getState().setLabelsFetchAttempted(false)
-        })
-    }
-  }, []) // Empty dependency array ensures this only runs once on mount
-
-  // Trigger data load when labels are loaded
-  useEffect(() => {
-    if (labelsLoadedRef.current) {
-      // Reset the fetch attempted flag to force a new data fetch
-      useGraphStore.getState().setGraphDataFetchAttempted(false)
-    }
-  }, [label])
 
   const getSearchEngine = useCallback(() => {
     // Create search engine
@@ -93,30 +57,31 @@ const GraphLabels = () => {
   )
 
   const handleRefresh = useCallback(() => {
-    // Reset labels fetch status to allow fetching labels again
+    // Reset fetch status flags
     useGraphStore.getState().setLabelsFetchAttempted(false)
-
-    // Reset graph data fetch status directly, not depending on allDatabaseLabels changes
     useGraphStore.getState().setGraphDataFetchAttempted(false)
     
-    // Fetch all labels again
+    // Clear last successful query label to ensure labels are fetched
-    useGraphStore.getState().fetchAllDatabaseLabels()
+    useGraphStore.getState().setLastSuccessfulQueryLabel('')
-      .then(() => {
+    
-        // Trigger a graph data reload by changing the query label back and forth
+    // Get current label
     const currentLabel = useSettingsStore.getState().queryLabel
+    
+    // If current label is empty, use default label '*'
+    if (!currentLabel) {
+      useSettingsStore.getState().setQueryLabel('*')
+    } else {
+      // Trigger data reload
       useSettingsStore.getState().setQueryLabel('')
       setTimeout(() => {
         useSettingsStore.getState().setQueryLabel(currentLabel)
       }, 0)
-      })
+    }
-      .catch((error) => {
+  }, []);
-        console.error('Failed to refresh labels:', error)
-      })
-  }, [])
 
   return (
     <div className="flex items-center">
-      {rawGraph && (
+      {/* Always show refresh button */}
       <Button
         size="icon"
         variant={controlButtonVariant}
@@ -126,7 +91,6 @@ const GraphLabels = () => {
       >
         <RefreshCw className="h-4 w-4" />
       </Button>
-      )}
       <AsyncSelect<string>
         className="ml-2"
         triggerClassName="max-h-8"
@@ -141,20 +105,23 @@ const GraphLabels = () => {
         placeholder={t('graphPanel.graphLabels.placeholder')}
         value={label !== null ? label : '*'}
         onChange={(newLabel) => {
-          const currentLabel = useSettingsStore.getState().queryLabel
+          const currentLabel = useSettingsStore.getState().queryLabel;
 
           // select the last item means query all
           if (newLabel === '...') {
-            newLabel = '*'
+            newLabel = '*';
           }
 
           // Handle reselecting the same label
           if (newLabel === currentLabel && newLabel !== '*') {
-            newLabel = '*'
+            newLabel = '*';
           }
 
-          // Update the label, which will trigger the useEffect to handle data loading
+          // Reset graphDataFetchAttempted flag to ensure data fetch is triggered
-          useSettingsStore.getState().setQueryLabel(newLabel)
+          useGraphStore.getState().setGraphDataFetchAttempted(false);
+          
+          // Update the label to trigger data loading
+          useSettingsStore.getState().setQueryLabel(newLabel);
         }}
         clearable={false}  // Prevent clearing value on reselect
       />

lightrag_webui/src/hooks/useLightragGraph.tsx

@@ -12,34 +12,52 @@ import { useSettingsStore } from '@/stores/settings'
 import seedrandom from 'seedrandom'
 
 const validateGraph = (graph: RawGraph) => {
+  // Check if graph exists
   if (!graph) {
-    return false
+    console.log('Graph validation failed: graph is null');
-  }
+    return false;
-  if (!Array.isArray(graph.nodes) || !Array.isArray(graph.edges)) {
-    return false
   }
 
+  // Check if nodes and edges are arrays
+  if (!Array.isArray(graph.nodes) || !Array.isArray(graph.edges)) {
+    console.log('Graph validation failed: nodes or edges is not an array');
+    return false;
+  }
+
+  // Check if nodes array is empty
+  if (graph.nodes.length === 0) {
+    console.log('Graph validation failed: nodes array is empty');
+    return false;
+  }
+
+  // Validate each node
   for (const node of graph.nodes) {
     if (!node.id || !node.labels || !node.properties) {
-      return false
+      console.log('Graph validation failed: invalid node structure');
+      return false;
     }
   }
 
+  // Validate each edge
   for (const edge of graph.edges) {
     if (!edge.id || !edge.source || !edge.target) {
-      return false
+      console.log('Graph validation failed: invalid edge structure');
+      return false;
     }
   }
 
+  // Validate edge connections
   for (const edge of graph.edges) {
-    const source = graph.getNode(edge.source)
+    const source = graph.getNode(edge.source);
-    const target = graph.getNode(edge.target)
+    const target = graph.getNode(edge.target);
     if (source == undefined || target == undefined) {
-      return false
+      console.log('Graph validation failed: edge references non-existent node');
+      return false;
     }
   }
 
-  return true
+  console.log('Graph validation passed');
+  return true;
 }
 
 export type NodeType = {
@@ -53,16 +71,32 @@ export type NodeType = {
 export type EdgeType = { label: string }
 
 const fetchGraph = async (label: string, maxDepth: number, minDegree: number) => {
-  let rawData: any = null
+  let rawData: any = null;
   
+  // Check if we need to fetch all database labels first
+  const lastSuccessfulQueryLabel = useGraphStore.getState().lastSuccessfulQueryLabel;
+  if (!lastSuccessfulQueryLabel) {
+    console.log('Last successful query label is empty, fetching all database labels first...');
     try {
-    rawData = await queryGraphs(label, maxDepth, minDegree)
+      await useGraphStore.getState().fetchAllDatabaseLabels();
     } catch (e) {
-    useBackendState.getState().setErrorMessage(errorMessage(e), 'Query Graphs Error!')
+      console.error('Failed to fetch all database labels:', e);
-    return null
+      // Continue with graph fetch even if labels fetch fails
+    }
   }
 
-  let rawGraph = null
+  // If label is empty, use default label '*'
+  const queryLabel = label || '*';
+  
+  try {
+    console.log(`Fetching graph data with label: ${queryLabel}, maxDepth: ${maxDepth}, minDegree: ${minDegree}`);
+    rawData = await queryGraphs(queryLabel, maxDepth, minDegree);
+  } catch (e) {
+    useBackendState.getState().setErrorMessage(errorMessage(e), 'Query Graphs Error!');
+    return null;
+  }
+
+  let rawGraph = null;
 
   if (rawData) {
     const nodeIdMap: Record<string, number> = {}
@@ -260,22 +294,48 @@ const useLightrangeGraph = () => {
         // Reset state
         state.reset()
 
-        // Create and set new graph directly
+        // Check if data is empty or invalid
-        const newSigmaGraph = createSigmaGraph(data)
+        if (!data || !data.nodes || data.nodes.length === 0) {
-        data?.buildDynamicMap()
+          // Create an empty graph
+          const emptyGraph = new DirectedGraph();
+          
+          // Set empty graph to store
+          state.setSigmaGraph(emptyGraph);
+          state.setRawGraph(null);
+          
+          // Show "Graph Is Empty" placeholder
+          state.setGraphIsEmpty(true);
+          
+          // Clear current label
+          useSettingsStore.getState().setQueryLabel('');
+          
+          // Clear last successful query label to ensure labels are fetched next time
+          state.setLastSuccessfulQueryLabel('');
+          
+          console.log('Graph data is empty or invalid, set empty graph');
+        } else {
+          // Create and set new graph
+          const newSigmaGraph = createSigmaGraph(data);
+          data.buildDynamicMap();
 
           // Set new graph data
-        state.setSigmaGraph(newSigmaGraph)
+          state.setSigmaGraph(newSigmaGraph);
-        state.setRawGraph(data)
+          state.setRawGraph(data);
+          state.setGraphIsEmpty(false);
+          
+          // Update last successful query label
+          state.setLastSuccessfulQueryLabel(currentQueryLabel);
+
+          // Reset camera view
+          state.setMoveToSelectedNode(true);
+          
+          console.log('Graph data loaded successfully');
+        }
 
         // Update flags
         dataLoadedRef.current = true
         initialLoadRef.current = true
         fetchInProgressRef.current = false
-
-        // Reset camera view
-        state.setMoveToSelectedNode(true)
-
         state.setIsFetching(false)
       }).catch((error) => {
         console.error('Error fetching graph data:', error)
@@ -283,9 +343,10 @@ const useLightrangeGraph = () => {
         // Reset state on error
         const state = useGraphStore.getState()
         state.setIsFetching(false)
-        dataLoadedRef.current = false
+        dataLoadedRef.current = false;
         fetchInProgressRef.current = false
         state.setGraphDataFetchAttempted(false)
+        state.setLastSuccessfulQueryLabel('') // Clear last successful query label on error
       })
     }
   }, [queryLabel, maxQueryDepth, minDegree, isFetching])

lightrag_webui/src/stores/graph.ts

@@ -74,6 +74,8 @@ interface GraphState {
 
   moveToSelectedNode: boolean
   isFetching: boolean
+  graphIsEmpty: boolean
+  lastSuccessfulQueryLabel: string
 
   // Global flags to track data fetching attempts
   graphDataFetchAttempted: boolean
@@ -88,6 +90,8 @@ interface GraphState {
   reset: () => void
 
   setMoveToSelectedNode: (moveToSelectedNode: boolean) => void
+  setGraphIsEmpty: (isEmpty: boolean) => void
+  setLastSuccessfulQueryLabel: (label: string) => void
 
   setRawGraph: (rawGraph: RawGraph | null) => void
   setSigmaGraph: (sigmaGraph: DirectedGraph | null) => void
@@ -120,6 +124,8 @@ const useGraphStoreBase = create<GraphState>()((set) => ({
 
   moveToSelectedNode: false,
   isFetching: false,
+  graphIsEmpty: false,
+  lastSuccessfulQueryLabel: '', // Initialize as empty to ensure fetchAllDatabaseLabels runs on first query
 
   // Initialize global flags
   graphDataFetchAttempted: false,
@@ -132,6 +138,9 @@ const useGraphStoreBase = create<GraphState>()((set) => ({
 
   searchEngine: null,
 
+  setGraphIsEmpty: (isEmpty: boolean) => set({ graphIsEmpty: isEmpty }),
+  setLastSuccessfulQueryLabel: (label: string) => set({ lastSuccessfulQueryLabel: label }),
+
 
   setIsFetching: (isFetching: boolean) => set({ isFetching }),
   setSelectedNode: (nodeId: string | null, moveToSelectedNode?: boolean) =>
@@ -155,7 +164,9 @@ const useGraphStoreBase = create<GraphState>()((set) => ({
       rawGraph: null,
       sigmaGraph: null,  // to avoid other components from acccessing graph objects
       searchEngine: null,
-      moveToSelectedNode: false
+      moveToSelectedNode: false,
+      graphIsEmpty: false
+      // Do not reset lastSuccessfulQueryLabel here as it's used to track query history
     });
   },