From 7e3e6857638d701fbf01739edf2e39cc1c6a0f15 Mon Sep 17 00:00:00 2001
From: choizhang <choizhang@qq.com>
Date: Sat, 12 Apr 2025 00:48:19 +0800
Subject: [PATCH 01/20] feat(graph): Add editing function for entity and
 relationship attributes

---
 lightrag/api/routers/graph_routes.py          |  62 ++++-
 lightrag_webui/src/api/lightrag.ts            |  55 ++++
 .../components/graph/EditablePropertyRow.tsx  | 245 ++++++++++++++++++
 .../src/components/graph/PropertiesView.tsx   |  57 +++-
 lightrag_webui/src/lib/constants.ts           |   2 +-
 lightrag_webui/src/stores/graph.ts            |   8 +
 6 files changed, 421 insertions(+), 8 deletions(-)
 create mode 100644 lightrag_webui/src/components/graph/EditablePropertyRow.tsx

diff --git a/lightrag/api/routers/graph_routes.py b/lightrag/api/routers/graph_routes.py
index 381df90b..97a397d4 100644
--- a/lightrag/api/routers/graph_routes.py
+++ b/lightrag/api/routers/graph_routes.py
@@ -2,14 +2,21 @@
 This module contains all graph-related routes for the LightRAG API.
 """
 
-from typing import Optional
-from fastapi import APIRouter, Depends, Query
+from typing import Optional, Dict, Any
+from fastapi import APIRouter, Depends, Query, HTTPException
+from pydantic import BaseModel
 
 from ..utils_api import get_combined_auth_dependency
 
 router = APIRouter(tags=["graph"])
 
 
+class EntityUpdateRequest(BaseModel):
+    entity_name: str
+    updated_data: Dict[str, Any]
+    allow_rename: bool = False
+
+
 def create_graph_routes(rag, api_key: Optional[str] = None):
     combined_auth = get_combined_auth_dependency(api_key)
 
@@ -49,4 +56,55 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
             max_nodes=max_nodes,
         )
 
+    @router.get("/graph/entity/exists", dependencies=[Depends(combined_auth)])
+    async def check_entity_exists(
+        name: str = Query(..., description="Entity name to check"),
+    ):
+        """
+        Check if an entity with the given name exists in the knowledge graph
+
+        Args:
+            name (str): Name of the entity to check
+
+        Returns:
+            Dict[str, bool]: Dictionary with 'exists' key indicating if entity exists
+        """
+        try:
+            exists = await rag.chunk_entity_relation_graph.has_node(name)
+            return {"exists": exists}
+        except Exception as e:
+            raise HTTPException(
+                status_code=500, detail=f"Error checking entity existence: {str(e)}"
+            )
+
+    @router.post("/graph/entity/edit", dependencies=[Depends(combined_auth)])
+    async def update_entity(request: EntityUpdateRequest):
+        """
+        Update an entity's properties in the knowledge graph
+
+        Args:
+            request (EntityUpdateRequest): Request containing entity name, updated data, and rename flag
+
+        Returns:
+            Dict: Updated entity information
+        """
+        try:
+            print(request.entity_name, request.updated_data, request.allow_rename)
+            result = await rag.aedit_entity(
+                entity_name=request.entity_name,
+                updated_data=request.updated_data,
+                allow_rename=request.allow_rename,
+            )
+            return {
+                "status": "success",
+                "message": "Entity updated successfully",
+                "data": result,
+            }
+        except ValueError as ve:
+            raise HTTPException(status_code=400, detail=str(ve))
+        except Exception as e:
+            raise HTTPException(
+                status_code=500, detail=f"Error updating entity: {str(e)}"
+            )
+
     return router
diff --git a/lightrag_webui/src/api/lightrag.ts b/lightrag_webui/src/api/lightrag.ts
index fbe00d23..63f4e2f6 100644
--- a/lightrag_webui/src/api/lightrag.ts
+++ b/lightrag_webui/src/api/lightrag.ts
@@ -506,3 +506,58 @@ export const loginToServer = async (username: string, password: string): Promise
 
   return response.data;
 }
+
+/**
+ * Updates an entity's properties in the knowledge graph
+ * @param entityName The name of the entity to update
+ * @param updatedData Dictionary containing updated attributes
+ * @param allowRename Whether to allow renaming the entity (default: false)
+ * @returns Promise with the updated entity information
+ */
+export const updateEntity = async (
+  entityName: string,
+  updatedData: Record<string, any>,
+  allowRename: boolean = false
+): Promise<DocActionResponse> => {
+  const response = await axiosInstance.post('/graph/entity/edit', {
+    entity_name: entityName,
+    updated_data: updatedData,
+    allow_rename: allowRename
+  })
+  return response.data
+}
+
+/**
+ * Updates a relation's properties in the knowledge graph
+ * @param sourceEntity The source entity name
+ * @param targetEntity The target entity name
+ * @param updatedData Dictionary containing updated attributes
+ * @returns Promise with the updated relation information
+ */
+export const updateRelation = async (
+  sourceEntity: string,
+  targetEntity: string,
+  updatedData: Record<string, any>
+): Promise<DocActionResponse> => {
+  const response = await axiosInstance.post('/graph/relation/edit', {
+    source_entity: sourceEntity,
+    target_entity: targetEntity,
+    updated_data: updatedData
+  })
+  return response.data
+}
+
+/**
+ * Checks if an entity name already exists in the knowledge graph
+ * @param entityName The entity name to check
+ * @returns Promise with boolean indicating if the entity exists
+ */
+export const checkEntityNameExists = async (entityName: string): Promise<boolean> => {
+  try {
+    const response = await axiosInstance.get(`/graph/entity/exists?name=${encodeURIComponent(entityName)}`)
+    return response.data.exists
+  } catch (error) {
+    console.error('Error checking entity name:', error)
+    return false
+  }
+}
diff --git a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
new file mode 100644
index 00000000..dfd94e49
--- /dev/null
+++ b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
@@ -0,0 +1,245 @@
+import { useState, useEffect, useRef } from 'react'
+import { useTranslation } from 'react-i18next'
+import Text from '@/components/ui/Text'
+import Input from '@/components/ui/Input'
+import { toast } from 'sonner'
+import { updateEntity, updateRelation, checkEntityNameExists } from '@/api/lightrag'
+import { useGraphStore } from '@/stores/graph'
+import { useSettingsStore } from '@/stores/settings'
+
+interface EditablePropertyRowProps {
+  name: string
+  value: any
+  onClick?: () => void
+  tooltip?: string
+  entityId?: string
+  entityType?: 'node' | 'edge'
+  sourceId?: string
+  targetId?: string
+  onValueChange?: (newValue: any) => void
+  isEditable?: boolean
+}
+
+/**
+ * EditablePropertyRow component that supports double-click to edit property values
+ * Specifically designed for editing 'description' and entity name fields
+ */
+const EditablePropertyRow = ({
+  name,
+  value,
+  onClick,
+  tooltip,
+  entityId,
+  entityType,
+  sourceId,
+  targetId,
+  onValueChange,
+  isEditable = false
+}: EditablePropertyRowProps) => {
+  const { t } = useTranslation()
+  const [isEditing, setIsEditing] = useState(false)
+  const [editValue, setEditValue] = useState('')
+  const [isSubmitting, setIsSubmitting] = useState(false)
+  const inputRef = useRef<HTMLInputElement>(null)
+
+  // Initialize edit value when entering edit mode
+  useEffect(() => {
+    if (isEditing) {
+      setEditValue(String(value))
+      // Focus the input element when entering edit mode
+      setTimeout(() => {
+        if (inputRef.current) {
+          inputRef.current.focus()
+          inputRef.current.select()
+        }
+      }, 50)
+    }
+  }, [isEditing, value])
+
+  const getPropertyNameTranslation = (propName: string) => {
+    const translationKey = `graphPanel.propertiesView.node.propertyNames.${propName}`
+    const translation = t(translationKey)
+    return translation === translationKey ? propName : translation
+  }
+
+  const handleDoubleClick = () => {
+    if (isEditable && !isEditing) {
+      setIsEditing(true)
+    }
+  }
+
+  const handleKeyDown = (e: React.KeyboardEvent) => {
+    if (e.key === 'Enter') {
+      handleSave()
+    } else if (e.key === 'Escape') {
+      setIsEditing(false)
+    }
+  }
+
+  const handleSave = async () => {
+    if (isSubmitting) return
+
+    // Don't save if value hasn't changed
+    if (editValue === String(value)) {
+      setIsEditing(false)
+      return
+    }
+
+    setIsSubmitting(true)
+
+    try {
+      // Special handling for entity_id (name) field to check for duplicates
+      if (name === 'entity_id' && entityType === 'node') {
+        // Ensure we are not checking the original name against itself if it's protected
+        if (editValue !== String(value)) {
+            const exists = await checkEntityNameExists(editValue);
+            if (exists) {
+                toast.error(t('graphPanel.propertiesView.errors.duplicateName'));
+                setIsSubmitting(false);
+                return;
+            }
+        }
+      }
+
+      // Update the entity or relation in the database
+      if (entityType === 'node' && entityId) {
+        // For nodes, we need to determine if we're updating the name or description
+        const updatedData: Record<string, any> = {}
+
+        if (name === 'entity_id') {
+          // For entity name updates
+          updatedData['entity_name'] = editValue
+          await updateEntity(String(value), updatedData, true) // Pass original name (value) as identifier
+
+          // Update node label in the graph directly instead of reloading the entire graph
+          const sigmaInstance = useGraphStore.getState().sigmaInstance
+          const sigmaGraph = useGraphStore.getState().sigmaGraph
+          const rawGraph = useGraphStore.getState().rawGraph
+
+          if (sigmaInstance && sigmaGraph && rawGraph) {
+            // Update the node in sigma graph
+            if (sigmaGraph.hasNode(String(value))) {
+              // Update the node label in the sigma graph
+              sigmaGraph.setNodeAttribute(String(value), 'label', editValue)
+
+              // Also update the node in the raw graph
+              const nodeIndex = rawGraph.nodeIdMap[String(value)]
+              if (nodeIndex !== undefined) {
+                rawGraph.nodes[nodeIndex].id = editValue
+                // Update the node ID map
+                delete rawGraph.nodeIdMap[String(value)]
+                rawGraph.nodeIdMap[editValue] = nodeIndex
+              }
+
+              // Refresh the sigma instance to reflect changes
+              sigmaInstance.refresh()
+
+              // Update selected node ID if it was the edited node
+              const selectedNode = useGraphStore.getState().selectedNode
+              if (selectedNode === String(value)) {
+                useGraphStore.getState().setSelectedNode(editValue)
+              }
+            }
+          } else {
+            // Fallback to full graph reload if direct update is not possible
+            useGraphStore.getState().setGraphDataFetchAttempted(false)
+            useGraphStore.getState().setLabelsFetchAttempted(false)
+
+            // Get current label to trigger reload
+            const currentLabel = useSettingsStore.getState().queryLabel
+            if (currentLabel) {
+              // Trigger data reload by temporarily clearing and resetting the label
+              useSettingsStore.getState().setQueryLabel('')
+              setTimeout(() => {
+                useSettingsStore.getState().setQueryLabel(currentLabel)
+              }, 0)
+            }
+          }
+        } else if (name === 'description') {
+          // For description updates
+          updatedData['description'] = editValue
+          await updateEntity(entityId, updatedData) // Pass entityId as identifier
+        } else {
+          // For other property updates
+          updatedData[name] = editValue
+          await updateEntity(entityId, updatedData) // Pass entityId as identifier
+        }
+
+        toast.success(t('graphPanel.propertiesView.success.entityUpdated'))
+      } else if (entityType === 'edge' && sourceId && targetId) {
+        // For edges, update the relation
+        const updatedData: Record<string, any> = {}
+        updatedData[name] = editValue
+        await updateRelation(sourceId, targetId, updatedData)
+        toast.success(t('graphPanel.propertiesView.success.relationUpdated'))
+      }
+
+      // Notify parent component about the value change
+      if (onValueChange) {
+        onValueChange(editValue)
+      }
+    } catch (error: any) { // Keep type as any to access potential response properties
+      console.error('Error updating property:', error);
+
+      // Attempt to extract a more specific error message
+      let detailMessage = t('graphPanel.propertiesView.errors.updateFailed'); // Default message
+      if (error.response?.data?.detail) {
+          // Use the detailed message from the backend response if available
+          detailMessage = error.response.data.detail;
+      } else if (error.message) {
+          // Use the error object's message if no backend detail
+          detailMessage = error.message;
+      }
+
+      toast.error(detailMessage); // Show the determined error message
+
+    } finally {
+      setIsSubmitting(false)
+      setIsEditing(false)
+    }
+  }
+
+  // Determine if this property should be editable
+  // Currently only 'description' and 'entity_id' fields are editable
+  const isEditableField = isEditable && (name === 'description' || name === 'entity_id')
+
+  return (
+    <div className="flex items-center gap-2">
+      <span className="text-primary/60 tracking-wide whitespace-nowrap">
+        {getPropertyNameTranslation(name)}
+      </span>:
+      {isEditing ? (
+        <div className="flex-1">
+          <Input
+            ref={inputRef}
+            className="h-7 text-xs w-full"
+            value={editValue}
+            onChange={(e) => setEditValue(e.target.value)}
+            onBlur={handleSave}
+            onKeyDown={handleKeyDown}
+            disabled={isSubmitting}
+          />
+        </div>
+      ) : (
+        // Wrap Text component in a div to handle onDoubleClick
+        <div
+          className={`flex-1 overflow-hidden ${isEditableField ? 'cursor-text' : ''}`} // Apply cursor style to wrapper
+          onDoubleClick={isEditableField ? handleDoubleClick : undefined}
+        >
+          <Text
+            className="hover:bg-primary/20 rounded p-1 overflow-hidden text-ellipsis block w-full" // Ensure Text fills the div
+            tooltipClassName="max-w-80"
+            // Ensure the text prop always receives a string representation
+            text={String(value)}
+            tooltip={tooltip || (typeof value === 'string' ? value : JSON.stringify(value, null, 2))}
+            side="left"
+            onClick={onClick}
+            // Removed onDoubleClick from Text component
+          />
+        </div>
+      )}
+    </div>
+  )
+}
+
+export default EditablePropertyRow
diff --git a/lightrag_webui/src/components/graph/PropertiesView.tsx b/lightrag_webui/src/components/graph/PropertiesView.tsx
index 3aa248de..c2cda263 100644
--- a/lightrag_webui/src/components/graph/PropertiesView.tsx
+++ b/lightrag_webui/src/components/graph/PropertiesView.tsx
@@ -5,6 +5,7 @@ import Button from '@/components/ui/Button'
 import useLightragGraph from '@/hooks/useLightragGraph'
 import { useTranslation } from 'react-i18next'
 import { GitBranchPlus, Scissors } from 'lucide-react'
+import EditablePropertyRow from './EditablePropertyRow'
 
 /**
  * Component that view properties of elements in graph.
@@ -169,12 +170,22 @@ const PropertyRow = ({
   name,
   value,
   onClick,
-  tooltip
+  tooltip,
+  entityId,
+  entityType,
+  sourceId,
+  targetId,
+  isEditable = false
 }: {
   name: string
   value: any
   onClick?: () => void
   tooltip?: string
+  entityId?: string
+  entityType?: 'node' | 'edge'
+  sourceId?: string
+  targetId?: string
+  isEditable?: boolean
 }) => {
   const { t } = useTranslation()
 
@@ -184,8 +195,24 @@ const PropertyRow = ({
     return translation === translationKey ? name : translation
   }
 
-  // Since Text component uses a label internally, we'll use a span here instead of a label
-  // to avoid nesting labels which is not recommended for accessibility
+  // Use EditablePropertyRow for editable fields (description and entity_id)
+  if (isEditable && (name === 'description' || name === 'entity_id')) {
+    return (
+      <EditablePropertyRow
+        name={name}
+        value={value}
+        onClick={onClick}
+        tooltip={tooltip}
+        entityId={entityId}
+        entityType={entityType}
+        sourceId={sourceId}
+        targetId={targetId}
+        isEditable={true}
+      />
+    )
+  }
+
+  // For non-editable fields, use the regular Text component
   return (
     <div className="flex items-center gap-2">
       <span className="text-primary/60 tracking-wide whitespace-nowrap">{getPropertyNameTranslation(name)}</span>:
@@ -253,7 +280,16 @@ const NodePropertiesView = ({ node }: { node: NodeType }) => {
         {Object.keys(node.properties)
           .sort()
           .map((name) => {
-            return <PropertyRow key={name} name={name} value={node.properties[name]} />
+            return (
+              <PropertyRow
+                key={name}
+                name={name}
+                value={node.properties[name]}
+                entityId={node.properties['entity_id'] || node.id}
+                entityType="node"
+                isEditable={name === 'description' || name === 'entity_id'}
+              />
+            )
           })}
       </div>
       {node.relationships.length > 0 && (
@@ -309,7 +345,18 @@ const EdgePropertiesView = ({ edge }: { edge: EdgeType }) => {
         {Object.keys(edge.properties)
           .sort()
           .map((name) => {
-            return <PropertyRow key={name} name={name} value={edge.properties[name]} />
+            return (
+              <PropertyRow
+                key={name}
+                name={name}
+                value={edge.properties[name]}
+                entityId={edge.id}
+                entityType="edge"
+                sourceId={edge.sourceNode?.properties['entity_id'] || edge.source}
+                targetId={edge.targetNode?.properties['entity_id'] || edge.target}
+                isEditable={name === 'description'}
+              />
+            )
           })}
       </div>
     </div>
diff --git a/lightrag_webui/src/lib/constants.ts b/lightrag_webui/src/lib/constants.ts
index 048ae8f7..87db8cea 100644
--- a/lightrag_webui/src/lib/constants.ts
+++ b/lightrag_webui/src/lib/constants.ts
@@ -1,6 +1,6 @@
 import { ButtonVariantType } from '@/components/ui/Button'
 
-export const backendBaseUrl = ''
+export const backendBaseUrl = 'http://localhost:9621'
 export const webuiPrefix = '/webui/'
 
 export const controlButtonVariant: ButtonVariantType = 'ghost'
diff --git a/lightrag_webui/src/stores/graph.ts b/lightrag_webui/src/stores/graph.ts
index c50cff41..84000170 100644
--- a/lightrag_webui/src/stores/graph.ts
+++ b/lightrag_webui/src/stores/graph.ts
@@ -116,6 +116,10 @@ interface GraphState {
   // Node operation state
   nodeToExpand: string | null
   nodeToPrune: string | null
+
+  // Version counter to trigger data refresh
+  graphDataVersion: number
+  incrementGraphDataVersion: () => void
 }
 
 const useGraphStoreBase = create<GraphState>()((set) => ({
@@ -219,6 +223,10 @@ const useGraphStoreBase = create<GraphState>()((set) => ({
   triggerNodeExpand: (nodeId: string | null) => set({ nodeToExpand: nodeId }),
   triggerNodePrune: (nodeId: string | null) => set({ nodeToPrune: nodeId }),
 
+  // Version counter implementation
+  graphDataVersion: 0,
+  incrementGraphDataVersion: () => set((state) => ({ graphDataVersion: state.graphDataVersion + 1 })),
+
 }))
 
 const useGraphStore = createSelectors(useGraphStoreBase)

From ea43f3537e0f6d7feb6fb63d54991c7c777cec24 Mon Sep 17 00:00:00 2001
From: choizhang <choizhang@qq.com>
Date: Sat, 12 Apr 2025 10:36:05 +0800
Subject: [PATCH 02/20] fix(graph): Fixed the issue of incorrect handling of
 edges and nodes during node ID updates

---
 .../components/graph/EditablePropertyRow.tsx  | 125 ++++++++++++------
 .../src/components/graph/GraphControl.tsx     |  12 +-
 lightrag_webui/src/locales/ar.json            |  26 ++++
 lightrag_webui/src/locales/en.json            |   9 ++
 lightrag_webui/src/locales/fr.json            |  26 ++++
 lightrag_webui/src/locales/zh.json            |   9 ++
 6 files changed, 164 insertions(+), 43 deletions(-)

diff --git a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
index dfd94e49..837f6514 100644
--- a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
+++ b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
@@ -119,40 +119,62 @@ const EditablePropertyRow = ({
           if (sigmaInstance && sigmaGraph && rawGraph) {
             // Update the node in sigma graph
             if (sigmaGraph.hasNode(String(value))) {
-              // Update the node label in the sigma graph
-              sigmaGraph.setNodeAttribute(String(value), 'label', editValue)
+              try {
+                // Create a new node with the updated ID
+                const oldNodeAttributes = sigmaGraph.getNodeAttributes(String(value))
 
-              // Also update the node in the raw graph
-              const nodeIndex = rawGraph.nodeIdMap[String(value)]
-              if (nodeIndex !== undefined) {
-                rawGraph.nodes[nodeIndex].id = editValue
-                // Update the node ID map
-                delete rawGraph.nodeIdMap[String(value)]
-                rawGraph.nodeIdMap[editValue] = nodeIndex
+                // Add a new node with the new ID but keep all other attributes
+                sigmaGraph.addNode(editValue, {
+                  ...oldNodeAttributes,
+                  label: editValue
+                })
+
+                // Copy all edges from the old node to the new node
+                sigmaGraph.forEachEdge(String(value), (edge, attributes, source, target) => {
+                  const otherNode = source === String(value) ? target : source
+                  const isOutgoing = source === String(value)
+
+                  // Create a new edge with the same attributes but connected to the new node ID
+                  if (isOutgoing) {
+                    sigmaGraph.addEdge(editValue, otherNode, attributes)
+                  } else {
+                    sigmaGraph.addEdge(otherNode, editValue, attributes)
+                  }
+
+                  // Remove the old edge
+                  sigmaGraph.dropEdge(edge)
+                })
+
+                // Remove the old node after all edges have been transferred
+                sigmaGraph.dropNode(String(value))
+
+                // Also update the node in the raw graph
+                const nodeIndex = rawGraph.nodeIdMap[String(value)]
+                if (nodeIndex !== undefined) {
+                  rawGraph.nodes[nodeIndex].id = editValue
+                  // Update the node ID map
+                  delete rawGraph.nodeIdMap[String(value)]
+                  rawGraph.nodeIdMap[editValue] = nodeIndex
+                }
+
+                // Refresh the sigma instance to reflect changes
+                sigmaInstance.refresh()
+
+                // Update selected node ID if it was the edited node
+                const selectedNode = useGraphStore.getState().selectedNode
+                if (selectedNode === String(value)) {
+                  useGraphStore.getState().setSelectedNode(editValue)
+                }
+
+                // Update focused node ID if it was the edited node
+                const focusedNode = useGraphStore.getState().focusedNode
+                if (focusedNode === String(value)) {
+                  useGraphStore.getState().setFocusedNode(editValue)
+                }
+              } catch (error) {
+                console.error('Error updating node ID in graph:', error)
+                throw new Error('Failed to update node ID in graph')
               }
-
-              // Refresh the sigma instance to reflect changes
-              sigmaInstance.refresh()
-
-              // Update selected node ID if it was the edited node
-              const selectedNode = useGraphStore.getState().selectedNode
-              if (selectedNode === String(value)) {
-                useGraphStore.getState().setSelectedNode(editValue)
-              }
-            }
-          } else {
-            // Fallback to full graph reload if direct update is not possible
-            useGraphStore.getState().setGraphDataFetchAttempted(false)
-            useGraphStore.getState().setLabelsFetchAttempted(false)
-
-            // Get current label to trigger reload
-            const currentLabel = useSettingsStore.getState().queryLabel
-            if (currentLabel) {
-              // Trigger data reload by temporarily clearing and resetting the label
-              useSettingsStore.getState().setQueryLabel('')
-              setTimeout(() => {
-                useSettingsStore.getState().setQueryLabel(currentLabel)
-              }, 0)
             }
           }
         } else if (name === 'description') {
@@ -178,22 +200,45 @@ const EditablePropertyRow = ({
       if (onValueChange) {
         onValueChange(editValue)
       }
-    } catch (error: any) { // Keep type as any to access potential response properties
+    } catch (error: any) {
       console.error('Error updating property:', error);
 
-      // Attempt to extract a more specific error message
-      let detailMessage = t('graphPanel.propertiesView.errors.updateFailed'); // Default message
+      // 尝试提取更具体的错误信息
+      let detailMessage = t('graphPanel.propertiesView.errors.updateFailed');
+
       if (error.response?.data?.detail) {
-          // Use the detailed message from the backend response if available
-          detailMessage = error.response.data.detail;
+        detailMessage = error.response.data.detail;
+      } else if (error.response?.data?.message) {
+        detailMessage = error.response.data.message;
       } else if (error.message) {
-          // Use the error object's message if no backend detail
-          detailMessage = error.message;
+        detailMessage = error.message;
       }
 
-      toast.error(detailMessage); // Show the determined error message
+      // 记录详细的错误信息以便调试
+      console.error('Update failed:', {
+        entityType,
+        entityId,
+        propertyName: name,
+        newValue: editValue,
+        error: error.response?.data || error.message
+      });
+
+      toast.error(detailMessage, {
+        description: t('graphPanel.propertiesView.errors.tryAgainLater')
+      });
 
     } finally {
+      // Update the value immediately in the UI
+      if (onValueChange) {
+        onValueChange(editValue);
+      }
+      // Trigger graph data refresh
+      useGraphStore.getState().setGraphDataFetchAttempted(false);
+      useGraphStore.getState().setLabelsFetchAttempted(false);
+      // Re-select the node to refresh properties panel
+      const currentNodeId = name === 'entity_id' ? editValue : (entityId || '');
+      useGraphStore.getState().setSelectedNode(null);
+      useGraphStore.getState().setSelectedNode(currentNodeId);
       setIsSubmitting(false)
       setIsEditing(false)
     }
diff --git a/lightrag_webui/src/components/graph/GraphControl.tsx b/lightrag_webui/src/components/graph/GraphControl.tsx
index aca8a9c4..8211178a 100644
--- a/lightrag_webui/src/components/graph/GraphControl.tsx
+++ b/lightrag_webui/src/components/graph/GraphControl.tsx
@@ -99,7 +99,10 @@ const GraphControl = ({ disableHoverEffect }: { disableHoverEffect?: boolean })
     const events: Record<string, any> = {
       enterNode: (event: NodeEvent) => {
         if (!isButtonPressed(event.event.original)) {
-          setFocusedNode(event.node)
+          const graph = sigma.getGraph()
+          if (graph.hasNode(event.node)) {
+            setFocusedNode(event.node)
+          }
         }
       },
       leaveNode: (event: NodeEvent) => {
@@ -108,8 +111,11 @@ const GraphControl = ({ disableHoverEffect }: { disableHoverEffect?: boolean })
         }
       },
       clickNode: (event: NodeEvent) => {
-        setSelectedNode(event.node)
-        setSelectedEdge(null)
+        const graph = sigma.getGraph()
+        if (graph.hasNode(event.node)) {
+          setSelectedNode(event.node)
+          setSelectedEdge(null)
+        }
       },
       clickStage: () => clearSelection()
     }
diff --git a/lightrag_webui/src/locales/ar.json b/lightrag_webui/src/locales/ar.json
index 36f31e92..9b227d47 100644
--- a/lightrag_webui/src/locales/ar.json
+++ b/lightrag_webui/src/locales/ar.json
@@ -35,6 +35,32 @@
   "common": {
     "cancel": "إلغاء"
   },
+  "graphPanel": {
+    "propertiesView": {
+      "errors": {
+        "duplicateName": "اسم العقدة موجود بالفعل",
+        "updateFailed": "فشل تحديث العقدة",
+        "tryAgainLater": "يرجى المحاولة مرة أخرى لاحقاً"
+      },
+      "success": {
+        "entityUpdated": "تم تحديث العقدة بنجاح",
+        "relationUpdated": "تم تحديث العلاقة بنجاح"
+      },
+      "node": {
+        "title": "عقدة",
+        "id": "المعرف",
+        "labels": "التسميات",
+        "degree": "الدرجة",
+        "properties": "الخصائص",
+        "relationships": "العلاقات (ضمن الرسم البياني الفرعي)",
+        "expandNode": "توسيع العقدة",
+        "pruneNode": "تقليم العقدة",
+        "deleteAllNodesError": "رفض حذف جميع العقد في الرسم البياني",
+        "nodesRemoved": "تم حذف {{count}} عقدة، بما في ذلك العقد اليتيمة",
+        "noNewNodes": "لم يتم العثور على عقد قابلة للتوسيع"
+      }
+    }
+  },
   "documentPanel": {
     "clearDocuments": {
       "button": "مسح",
diff --git a/lightrag_webui/src/locales/en.json b/lightrag_webui/src/locales/en.json
index 13b6e5a5..a7119cbd 100644
--- a/lightrag_webui/src/locales/en.json
+++ b/lightrag_webui/src/locales/en.json
@@ -235,6 +235,15 @@
       "vectorStorage": "Vector Storage"
     },
     "propertiesView": {
+      "errors": {
+        "duplicateName": "Node name already exists",
+        "updateFailed": "Failed to update node",
+        "tryAgainLater": "Please try again later"
+      },
+      "success": {
+        "entityUpdated": "Node updated successfully",
+        "relationUpdated": "Relation updated successfully"
+      },
       "node": {
         "title": "Node",
         "id": "ID",
diff --git a/lightrag_webui/src/locales/fr.json b/lightrag_webui/src/locales/fr.json
index dbba9480..f4894d86 100644
--- a/lightrag_webui/src/locales/fr.json
+++ b/lightrag_webui/src/locales/fr.json
@@ -35,6 +35,32 @@
   "common": {
     "cancel": "Annuler"
   },
+  "graphPanel": {
+    "propertiesView": {
+      "errors": {
+        "duplicateName": "Le nom du nœud existe déjà",
+        "updateFailed": "Échec de la mise à jour du nœud",
+        "tryAgainLater": "Veuillez réessayer plus tard"
+      },
+      "success": {
+        "entityUpdated": "Nœud mis à jour avec succès",
+        "relationUpdated": "Relation mise à jour avec succès"
+      },
+      "node": {
+        "title": "Nœud",
+        "id": "ID",
+        "labels": "Étiquettes",
+        "degree": "Degré",
+        "properties": "Propriétés",
+        "relationships": "Relations(dans le sous-graphe)",
+        "expandNode": "Développer le nœud",
+        "pruneNode": "Élaguer le nœud",
+        "deleteAllNodesError": "Refus de supprimer tous les nœuds du graphe",
+        "nodesRemoved": "{{count}} nœuds supprimés, y compris les nœuds orphelins",
+        "noNewNodes": "Aucun nœud extensible trouvé"
+      }
+    }
+  },
   "documentPanel": {
     "clearDocuments": {
       "button": "Effacer",
diff --git a/lightrag_webui/src/locales/zh.json b/lightrag_webui/src/locales/zh.json
index df4c33c3..beeb56d4 100644
--- a/lightrag_webui/src/locales/zh.json
+++ b/lightrag_webui/src/locales/zh.json
@@ -236,6 +236,15 @@
       "vectorStorage": "向量存储"
     },
     "propertiesView": {
+      "errors": {
+        "duplicateName": "节点名称已存在",
+        "updateFailed": "更新节点失败",
+        "tryAgainLater": "请稍后重试"
+      },
+      "success": {
+        "entityUpdated": "节点更新成功",
+        "relationUpdated": "关系更新成功"
+      },
       "node": {
         "title": "节点",
         "id": "ID",

From 58eeacda20b62a0bd3b842f02c7d12cccaaf39e3 Mon Sep 17 00:00:00 2001
From: choizhang <choizhang@qq.com>
Date: Sat, 12 Apr 2025 13:17:09 +0800
Subject: [PATCH 03/20] refactor(graph): Refactoring node attribute update
 logic to improve code maintainability

---
 .../components/graph/EditablePropertyRow.tsx  | 208 ++++++++----------
 1 file changed, 90 insertions(+), 118 deletions(-)

diff --git a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
index 837f6514..b6dc2588 100644
--- a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
+++ b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
@@ -5,7 +5,6 @@ import Input from '@/components/ui/Input'
 import { toast } from 'sonner'
 import { updateEntity, updateRelation, checkEntityNameExists } from '@/api/lightrag'
 import { useGraphStore } from '@/stores/graph'
-import { useSettingsStore } from '@/stores/settings'
 
 interface EditablePropertyRowProps {
   name: string
@@ -76,10 +75,72 @@ const EditablePropertyRow = ({
     }
   }
 
+  const updateGraphNode = async (nodeId: string, propertyName: string, newValue: string) => {
+    const sigmaInstance = useGraphStore.getState().sigmaInstance
+    const sigmaGraph = useGraphStore.getState().sigmaGraph
+    const rawGraph = useGraphStore.getState().rawGraph
+
+    if (!sigmaInstance || !sigmaGraph || !rawGraph || !sigmaGraph.hasNode(String(nodeId))) {
+      return
+    }
+
+    try {
+      const nodeAttributes = sigmaGraph.getNodeAttributes(String(nodeId))
+
+      if (propertyName === 'entity_id') {
+        sigmaGraph.addNode(newValue, { ...nodeAttributes, label: newValue })
+
+        sigmaGraph.forEachEdge(String(nodeId), (edge, attributes, source, target) => {
+          const otherNode = source === String(nodeId) ? target : source
+          const isOutgoing = source === String(nodeId)
+          sigmaGraph.addEdge(isOutgoing ? newValue : otherNode, isOutgoing ? otherNode : newValue, attributes)
+          sigmaGraph.dropEdge(edge)
+        })
+
+        sigmaGraph.dropNode(String(nodeId))
+
+        const nodeIndex = rawGraph.nodeIdMap[String(nodeId)]
+        if (nodeIndex !== undefined) {
+          rawGraph.nodes[nodeIndex].id = newValue
+          rawGraph.nodes[nodeIndex].properties.entity_id = newValue
+          delete rawGraph.nodeIdMap[String(nodeId)]
+          rawGraph.nodeIdMap[newValue] = nodeIndex
+        }
+      } else {
+        const updatedAttributes = { ...nodeAttributes }
+        if (propertyName === 'description') {
+          updatedAttributes.description = newValue
+        }
+        Object.entries(updatedAttributes).forEach(([key, value]) => {
+          sigmaGraph.setNodeAttribute(String(nodeId), key, value)
+        })
+
+        const nodeIndex = rawGraph.nodeIdMap[String(nodeId)]
+        if (nodeIndex !== undefined) {
+          rawGraph.nodes[nodeIndex].properties[propertyName] = newValue
+        }
+      }
+
+      const selectedNode = useGraphStore.getState().selectedNode
+      if (selectedNode === String(nodeId)) {
+        useGraphStore.getState().setSelectedNode(newValue)
+      }
+
+      const focusedNode = useGraphStore.getState().focusedNode
+      if (focusedNode === String(nodeId)) {
+        useGraphStore.getState().setFocusedNode(newValue)
+      }
+
+      sigmaInstance.refresh()
+    } catch (error) {
+      console.error('Error updating node in graph:', error)
+      throw new Error('Failed to update node in graph')
+    }
+  }
+
   const handleSave = async () => {
     if (isSubmitting) return
 
-    // Don't save if value hasn't changed
     if (editValue === String(value)) {
       setIsEditing(false)
       return
@@ -88,157 +149,68 @@ const EditablePropertyRow = ({
     setIsSubmitting(true)
 
     try {
-      // Special handling for entity_id (name) field to check for duplicates
-      if (name === 'entity_id' && entityType === 'node') {
-        // Ensure we are not checking the original name against itself if it's protected
-        if (editValue !== String(value)) {
-            const exists = await checkEntityNameExists(editValue);
-            if (exists) {
-                toast.error(t('graphPanel.propertiesView.errors.duplicateName'));
-                setIsSubmitting(false);
-                return;
-            }
-        }
-      }
+      const updatedData: Record<string, any> = {}
 
-      // Update the entity or relation in the database
       if (entityType === 'node' && entityId) {
-        // For nodes, we need to determine if we're updating the name or description
-        const updatedData: Record<string, any> = {}
-
         if (name === 'entity_id') {
-          // For entity name updates
-          updatedData['entity_name'] = editValue
-          await updateEntity(String(value), updatedData, true) // Pass original name (value) as identifier
-
-          // Update node label in the graph directly instead of reloading the entire graph
-          const sigmaInstance = useGraphStore.getState().sigmaInstance
-          const sigmaGraph = useGraphStore.getState().sigmaGraph
-          const rawGraph = useGraphStore.getState().rawGraph
-
-          if (sigmaInstance && sigmaGraph && rawGraph) {
-            // Update the node in sigma graph
-            if (sigmaGraph.hasNode(String(value))) {
-              try {
-                // Create a new node with the updated ID
-                const oldNodeAttributes = sigmaGraph.getNodeAttributes(String(value))
-
-                // Add a new node with the new ID but keep all other attributes
-                sigmaGraph.addNode(editValue, {
-                  ...oldNodeAttributes,
-                  label: editValue
-                })
-
-                // Copy all edges from the old node to the new node
-                sigmaGraph.forEachEdge(String(value), (edge, attributes, source, target) => {
-                  const otherNode = source === String(value) ? target : source
-                  const isOutgoing = source === String(value)
-
-                  // Create a new edge with the same attributes but connected to the new node ID
-                  if (isOutgoing) {
-                    sigmaGraph.addEdge(editValue, otherNode, attributes)
-                  } else {
-                    sigmaGraph.addEdge(otherNode, editValue, attributes)
-                  }
-
-                  // Remove the old edge
-                  sigmaGraph.dropEdge(edge)
-                })
-
-                // Remove the old node after all edges have been transferred
-                sigmaGraph.dropNode(String(value))
-
-                // Also update the node in the raw graph
-                const nodeIndex = rawGraph.nodeIdMap[String(value)]
-                if (nodeIndex !== undefined) {
-                  rawGraph.nodes[nodeIndex].id = editValue
-                  // Update the node ID map
-                  delete rawGraph.nodeIdMap[String(value)]
-                  rawGraph.nodeIdMap[editValue] = nodeIndex
-                }
-
-                // Refresh the sigma instance to reflect changes
-                sigmaInstance.refresh()
-
-                // Update selected node ID if it was the edited node
-                const selectedNode = useGraphStore.getState().selectedNode
-                if (selectedNode === String(value)) {
-                  useGraphStore.getState().setSelectedNode(editValue)
-                }
-
-                // Update focused node ID if it was the edited node
-                const focusedNode = useGraphStore.getState().focusedNode
-                if (focusedNode === String(value)) {
-                  useGraphStore.getState().setFocusedNode(editValue)
-                }
-              } catch (error) {
-                console.error('Error updating node ID in graph:', error)
-                throw new Error('Failed to update node ID in graph')
-              }
+          if (editValue !== String(value)) {
+            const exists = await checkEntityNameExists(editValue)
+            if (exists) {
+              toast.error(t('graphPanel.propertiesView.errors.duplicateName'))
+              return
             }
           }
-        } else if (name === 'description') {
-          // For description updates
-          updatedData['description'] = editValue
-          await updateEntity(entityId, updatedData) // Pass entityId as identifier
+          updatedData['entity_name'] = editValue
+          await updateEntity(String(value), updatedData, true)
+          await updateGraphNode(String(value), 'entity_id', editValue)
         } else {
-          // For other property updates
           updatedData[name] = editValue
-          await updateEntity(entityId, updatedData) // Pass entityId as identifier
+          await updateEntity(entityId, updatedData)
+          if (name === 'description') {
+            await updateGraphNode(entityId, name, editValue)
+          }
         }
-
         toast.success(t('graphPanel.propertiesView.success.entityUpdated'))
       } else if (entityType === 'edge' && sourceId && targetId) {
-        // For edges, update the relation
-        const updatedData: Record<string, any> = {}
         updatedData[name] = editValue
         await updateRelation(sourceId, targetId, updatedData)
         toast.success(t('graphPanel.propertiesView.success.relationUpdated'))
       }
 
-      // Notify parent component about the value change
       if (onValueChange) {
         onValueChange(editValue)
       }
-    } catch (error: any) {
-      console.error('Error updating property:', error);
 
-      // 尝试提取更具体的错误信息
-      let detailMessage = t('graphPanel.propertiesView.errors.updateFailed');
+      useGraphStore.getState().setGraphDataFetchAttempted(false)
+      useGraphStore.getState().setLabelsFetchAttempted(false)
+
+      const currentNodeId = name === 'entity_id' ? editValue : (entityId || '')
+      useGraphStore.getState().setSelectedNode(null)
+      useGraphStore.getState().setSelectedNode(currentNodeId)
+    } catch (error: any) {
+      console.error('Error updating property:', error)
+      let detailMessage = t('graphPanel.propertiesView.errors.updateFailed')
 
       if (error.response?.data?.detail) {
-        detailMessage = error.response.data.detail;
+        detailMessage = error.response.data.detail
       } else if (error.response?.data?.message) {
-        detailMessage = error.response.data.message;
+        detailMessage = error.response.data.message
       } else if (error.message) {
-        detailMessage = error.message;
+        detailMessage = error.message
       }
 
-      // 记录详细的错误信息以便调试
       console.error('Update failed:', {
         entityType,
         entityId,
         propertyName: name,
         newValue: editValue,
         error: error.response?.data || error.message
-      });
+      })
 
       toast.error(detailMessage, {
         description: t('graphPanel.propertiesView.errors.tryAgainLater')
-      });
-
+      })
     } finally {
-      // Update the value immediately in the UI
-      if (onValueChange) {
-        onValueChange(editValue);
-      }
-      // Trigger graph data refresh
-      useGraphStore.getState().setGraphDataFetchAttempted(false);
-      useGraphStore.getState().setLabelsFetchAttempted(false);
-      // Re-select the node to refresh properties panel
-      const currentNodeId = name === 'entity_id' ? editValue : (entityId || '');
-      useGraphStore.getState().setSelectedNode(null);
-      useGraphStore.getState().setSelectedNode(currentNodeId);
       setIsSubmitting(false)
       setIsEditing(false)
     }

From 272b10197436b05b89c5bba91b6a5d087394c659 Mon Sep 17 00:00:00 2001
From: choizhang <choizhang@qq.com>
Date: Sat, 12 Apr 2025 14:33:40 +0800
Subject: [PATCH 04/20] feat: Add double-click editing prompt text and optimize
 editable attribute line style

---
 .../components/graph/EditablePropertyRow.tsx  | 20 ++++++----
 lightrag_webui/src/locales/ar.json            | 36 +++++-------------
 lightrag_webui/src/locales/en.json            |  1 +
 lightrag_webui/src/locales/fr.json            | 37 ++++++-------------
 lightrag_webui/src/locales/zh.json            |  1 +
 5 files changed, 36 insertions(+), 59 deletions(-)

diff --git a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
index b6dc2588..bf583a0e 100644
--- a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
+++ b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
@@ -5,6 +5,7 @@ import Input from '@/components/ui/Input'
 import { toast } from 'sonner'
 import { updateEntity, updateRelation, checkEntityNameExists } from '@/api/lightrag'
 import { useGraphStore } from '@/stores/graph'
+import { PencilIcon } from 'lucide-react'
 
 interface EditablePropertyRowProps {
   name: string
@@ -222,9 +223,17 @@ const EditablePropertyRow = ({
 
   return (
     <div className="flex items-center gap-2">
-      <span className="text-primary/60 tracking-wide whitespace-nowrap">
+      <div className="flex items-center gap-1 text-primary/60 tracking-wide whitespace-nowrap">
         {getPropertyNameTranslation(name)}
-      </span>:
+        {isEditableField && (
+          <div className="group relative">
+            <PencilIcon className="w-3 h-3 opacity-50 hover:opacity-100" />
+            <div className="absolute left-5 transform -translate-y-full -top-2 bg-primary/90 text-white text-xs px-3 py-1.5 rounded shadow-lg border border-primary/20 opacity-0 group-hover:opacity-100 transition-opacity whitespace-nowrap z-[100]">
+              {t('graphPanel.propertiesView.doubleClickToEdit')}
+            </div>
+          </div>
+        )}
+      </div>:
       {isEditing ? (
         <div className="flex-1">
           <Input
@@ -238,20 +247,17 @@ const EditablePropertyRow = ({
           />
         </div>
       ) : (
-        // Wrap Text component in a div to handle onDoubleClick
         <div
-          className={`flex-1 overflow-hidden ${isEditableField ? 'cursor-text' : ''}`} // Apply cursor style to wrapper
+          className={`flex-1 overflow-hidden ${isEditableField ? 'cursor-text' : ''}`}
           onDoubleClick={isEditableField ? handleDoubleClick : undefined}
         >
           <Text
-            className="hover:bg-primary/20 rounded p-1 overflow-hidden text-ellipsis block w-full" // Ensure Text fills the div
+            className="hover:bg-primary/20 rounded p-1 overflow-hidden text-ellipsis block w-full"
             tooltipClassName="max-w-80"
-            // Ensure the text prop always receives a string representation
             text={String(value)}
             tooltip={tooltip || (typeof value === 'string' ? value : JSON.stringify(value, null, 2))}
             side="left"
             onClick={onClick}
-            // Removed onDoubleClick from Text component
           />
         </div>
       )}
diff --git a/lightrag_webui/src/locales/ar.json b/lightrag_webui/src/locales/ar.json
index 9b227d47..315bfe48 100644
--- a/lightrag_webui/src/locales/ar.json
+++ b/lightrag_webui/src/locales/ar.json
@@ -35,32 +35,6 @@
   "common": {
     "cancel": "إلغاء"
   },
-  "graphPanel": {
-    "propertiesView": {
-      "errors": {
-        "duplicateName": "اسم العقدة موجود بالفعل",
-        "updateFailed": "فشل تحديث العقدة",
-        "tryAgainLater": "يرجى المحاولة مرة أخرى لاحقاً"
-      },
-      "success": {
-        "entityUpdated": "تم تحديث العقدة بنجاح",
-        "relationUpdated": "تم تحديث العلاقة بنجاح"
-      },
-      "node": {
-        "title": "عقدة",
-        "id": "المعرف",
-        "labels": "التسميات",
-        "degree": "الدرجة",
-        "properties": "الخصائص",
-        "relationships": "العلاقات (ضمن الرسم البياني الفرعي)",
-        "expandNode": "توسيع العقدة",
-        "pruneNode": "تقليم العقدة",
-        "deleteAllNodesError": "رفض حذف جميع العقد في الرسم البياني",
-        "nodesRemoved": "تم حذف {{count}} عقدة، بما في ذلك العقد اليتيمة",
-        "noNewNodes": "لم يتم العثور على عقد قابلة للتوسيع"
-      }
-    }
-  },
   "documentPanel": {
     "clearDocuments": {
       "button": "مسح",
@@ -262,6 +236,16 @@
       "vectorStorage": "تخزين المتجهات"
     },
     "propertiesView": {
+      "errors": {
+        "duplicateName": "اسم العقدة موجود بالفعل",
+        "updateFailed": "فشل تحديث العقدة",
+        "tryAgainLater": "يرجى المحاولة مرة أخرى لاحقًا"
+      },
+      "doubleClickToEdit": "انقر نقرًا مزدوجًا للتعديل",
+      "success": {
+        "entityUpdated": "تم تحديث العقدة بنجاح",
+        "relationUpdated": "تم تحديث العلاقة بنجاح"
+      },
       "node": {
         "title": "عقدة",
         "id": "المعرف",
diff --git a/lightrag_webui/src/locales/en.json b/lightrag_webui/src/locales/en.json
index a7119cbd..fb420ba1 100644
--- a/lightrag_webui/src/locales/en.json
+++ b/lightrag_webui/src/locales/en.json
@@ -240,6 +240,7 @@
         "updateFailed": "Failed to update node",
         "tryAgainLater": "Please try again later"
       },
+      "doubleClickToEdit": "Double click to edit",
       "success": {
         "entityUpdated": "Node updated successfully",
         "relationUpdated": "Relation updated successfully"
diff --git a/lightrag_webui/src/locales/fr.json b/lightrag_webui/src/locales/fr.json
index f4894d86..325d73d3 100644
--- a/lightrag_webui/src/locales/fr.json
+++ b/lightrag_webui/src/locales/fr.json
@@ -35,32 +35,7 @@
   "common": {
     "cancel": "Annuler"
   },
-  "graphPanel": {
-    "propertiesView": {
-      "errors": {
-        "duplicateName": "Le nom du nœud existe déjà",
-        "updateFailed": "Échec de la mise à jour du nœud",
-        "tryAgainLater": "Veuillez réessayer plus tard"
-      },
-      "success": {
-        "entityUpdated": "Nœud mis à jour avec succès",
-        "relationUpdated": "Relation mise à jour avec succès"
-      },
-      "node": {
-        "title": "Nœud",
-        "id": "ID",
-        "labels": "Étiquettes",
-        "degree": "Degré",
-        "properties": "Propriétés",
-        "relationships": "Relations(dans le sous-graphe)",
-        "expandNode": "Développer le nœud",
-        "pruneNode": "Élaguer le nœud",
-        "deleteAllNodesError": "Refus de supprimer tous les nœuds du graphe",
-        "nodesRemoved": "{{count}} nœuds supprimés, y compris les nœuds orphelins",
-        "noNewNodes": "Aucun nœud extensible trouvé"
-      }
-    }
-  },
+
   "documentPanel": {
     "clearDocuments": {
       "button": "Effacer",
@@ -262,6 +237,16 @@
       "vectorStorage": "Stockage vectoriel"
     },
     "propertiesView": {
+      "errors": {
+        "duplicateName": "Le nom du nœud existe déjà",
+        "updateFailed": "Échec de la mise à jour du nœud",
+        "tryAgainLater": "Veuillez réessayer plus tard"
+      },
+      "doubleClickToEdit": "Double-cliquez pour modifier",
+      "success": {
+        "entityUpdated": "Nœud mis à jour avec succès",
+        "relationUpdated": "Relation mise à jour avec succès"
+      },
       "node": {
         "title": "Nœud",
         "id": "ID",
diff --git a/lightrag_webui/src/locales/zh.json b/lightrag_webui/src/locales/zh.json
index beeb56d4..1bbfbbf6 100644
--- a/lightrag_webui/src/locales/zh.json
+++ b/lightrag_webui/src/locales/zh.json
@@ -241,6 +241,7 @@
         "updateFailed": "更新节点失败",
         "tryAgainLater": "请稍后重试"
       },
+      "doubleClickToEdit": "双击编辑",
       "success": {
         "entityUpdated": "节点更新成功",
         "relationUpdated": "关系更新成功"

From 5e5f3640d7dc90792555b32f505cb643c9ae8391 Mon Sep 17 00:00:00 2001
From: choizhang <choizhang@qq.com>
Date: Sat, 12 Apr 2025 15:09:44 +0800
Subject: [PATCH 05/20]

---
 lightrag/api/routers/graph_routes.py          |  34 +++
 lightrag_webui/src/api/lightrag.ts            |   4 +-
 .../components/graph/EditablePropertyRow.tsx  | 276 +++++++++++-------
 .../src/components/graph/PropertiesView.tsx   |  10 +-
 4 files changed, 209 insertions(+), 115 deletions(-)

diff --git a/lightrag/api/routers/graph_routes.py b/lightrag/api/routers/graph_routes.py
index 97a397d4..e77e959a 100644
--- a/lightrag/api/routers/graph_routes.py
+++ b/lightrag/api/routers/graph_routes.py
@@ -17,6 +17,12 @@ class EntityUpdateRequest(BaseModel):
     allow_rename: bool = False
 
 
+class RelationUpdateRequest(BaseModel):
+    source_id: str
+    target_id: str
+    updated_data: Dict[str, Any]
+
+
 def create_graph_routes(rag, api_key: Optional[str] = None):
     combined_auth = get_combined_auth_dependency(api_key)
 
@@ -107,4 +113,32 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
                 status_code=500, detail=f"Error updating entity: {str(e)}"
             )
 
+    @router.post("/graph/relation/edit", dependencies=[Depends(combined_auth)])
+    async def update_relation(request: RelationUpdateRequest):
+        """Update a relation's properties in the knowledge graph
+
+        Args:
+            request (RelationUpdateRequest): Request containing source ID, target ID and updated data
+
+        Returns:
+            Dict: Updated relation information
+        """
+        try:
+            result = await rag.aedit_relation(
+                source_entity=request.source_id,
+                target_entity=request.target_id,
+                updated_data=request.updated_data,
+            )
+            return {
+                "status": "success",
+                "message": "Relation updated successfully",
+                "data": result,
+            }
+        except ValueError as ve:
+            raise HTTPException(status_code=400, detail=str(ve))
+        except Exception as e:
+            raise HTTPException(
+                status_code=500, detail=f"Error updating relation: {str(e)}"
+            )
+
     return router
diff --git a/lightrag_webui/src/api/lightrag.ts b/lightrag_webui/src/api/lightrag.ts
index 63f4e2f6..d0ca7d63 100644
--- a/lightrag_webui/src/api/lightrag.ts
+++ b/lightrag_webui/src/api/lightrag.ts
@@ -540,8 +540,8 @@ export const updateRelation = async (
   updatedData: Record<string, any>
 ): Promise<DocActionResponse> => {
   const response = await axiosInstance.post('/graph/relation/edit', {
-    source_entity: sourceEntity,
-    target_entity: targetEntity,
+    source_id: sourceEntity,
+    target_id: targetEntity,
     updated_data: updatedData
   })
   return response.data
diff --git a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
index bf583a0e..ac92b335 100644
--- a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
+++ b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
@@ -6,6 +6,7 @@ import { toast } from 'sonner'
 import { updateEntity, updateRelation, checkEntityNameExists } from '@/api/lightrag'
 import { useGraphStore } from '@/stores/graph'
 import { PencilIcon } from 'lucide-react'
+import { tr } from '@faker-js/faker'
 
 interface EditablePropertyRowProps {
   name: string
@@ -26,7 +27,7 @@ interface EditablePropertyRowProps {
  */
 const EditablePropertyRow = ({
   name,
-  value,
+  value: initialValue,
   onClick,
   tooltip,
   entityId,
@@ -40,12 +41,18 @@ const EditablePropertyRow = ({
   const [isEditing, setIsEditing] = useState(false)
   const [editValue, setEditValue] = useState('')
   const [isSubmitting, setIsSubmitting] = useState(false)
+  const [currentValue, setCurrentValue] = useState(initialValue)
   const inputRef = useRef<HTMLInputElement>(null)
 
+  // Update currentValue when initialValue changes
+  useEffect(() => {
+    setCurrentValue(initialValue)
+  }, [initialValue])
+
   // Initialize edit value when entering edit mode
   useEffect(() => {
     if (isEditing) {
-      setEditValue(String(value))
+      setEditValue(String(currentValue))
       // Focus the input element when entering edit mode
       setTimeout(() => {
         if (inputRef.current) {
@@ -54,7 +61,7 @@ const EditablePropertyRow = ({
         }
       }, 50)
     }
-  }, [isEditing, value])
+  }, [isEditing, currentValue])
 
   const getPropertyNameTranslation = (propName: string) => {
     const translationKey = `graphPanel.propertiesView.node.propertyNames.${propName}`
@@ -91,10 +98,34 @@ const EditablePropertyRow = ({
       if (propertyName === 'entity_id') {
         sigmaGraph.addNode(newValue, { ...nodeAttributes, label: newValue })
 
+        interface EdgeToUpdate {
+          originalDynamicId: string;
+          newEdgeId: string;
+          edgeIndex: number;
+        }
+
+        const edgesToUpdate: EdgeToUpdate[] = [];
+
         sigmaGraph.forEachEdge(String(nodeId), (edge, attributes, source, target) => {
           const otherNode = source === String(nodeId) ? target : source
           const isOutgoing = source === String(nodeId)
-          sigmaGraph.addEdge(isOutgoing ? newValue : otherNode, isOutgoing ? otherNode : newValue, attributes)
+
+          // 获取原始边的dynamicId，以便后续更新edgeDynamicIdMap
+          const originalEdgeDynamicId = edge
+          const edgeIndexInRawGraph = rawGraph.edgeDynamicIdMap[originalEdgeDynamicId]
+
+          // 创建新边并获取新边的ID
+          const newEdgeId = sigmaGraph.addEdge(isOutgoing ? newValue : otherNode, isOutgoing ? otherNode : newValue, attributes)
+
+          // 存储需要更新的边信息
+          if (edgeIndexInRawGraph !== undefined) {
+            edgesToUpdate.push({
+              originalDynamicId: originalEdgeDynamicId,
+              newEdgeId: newEdgeId,
+              edgeIndex: edgeIndexInRawGraph
+            })
+          }
+
           sigmaGraph.dropEdge(edge)
         })
 
@@ -107,42 +138,112 @@ const EditablePropertyRow = ({
           delete rawGraph.nodeIdMap[String(nodeId)]
           rawGraph.nodeIdMap[newValue] = nodeIndex
         }
-      } else {
-        const updatedAttributes = { ...nodeAttributes }
-        if (propertyName === 'description') {
-          updatedAttributes.description = newValue
-        }
-        Object.entries(updatedAttributes).forEach(([key, value]) => {
-          sigmaGraph.setNodeAttribute(String(nodeId), key, value)
+
+        // 更新边的引用关系
+        edgesToUpdate.forEach(({ originalDynamicId, newEdgeId, edgeIndex }) => {
+          // 更新边的source和target
+          if (rawGraph.edges[edgeIndex]) {
+            if (rawGraph.edges[edgeIndex].source === String(nodeId)) {
+              rawGraph.edges[edgeIndex].source = newValue
+            }
+            if (rawGraph.edges[edgeIndex].target === String(nodeId)) {
+              rawGraph.edges[edgeIndex].target = newValue
+            }
+
+            // 更新dynamicId映射
+            rawGraph.edges[edgeIndex].dynamicId = newEdgeId
+            delete rawGraph.edgeDynamicIdMap[originalDynamicId]
+            rawGraph.edgeDynamicIdMap[newEdgeId] = edgeIndex
+          }
         })
 
+        useGraphStore.getState().setSelectedNode(editValue)
+      } else {
+        // const updatedAttributes = { ...nodeAttributes }
+        // if (propertyName === 'description') {
+        //   updatedAttributes.description = newValue
+        // }
+        // Object.entries(updatedAttributes).forEach(([key, value]) => {
+        //   sigmaGraph.setNodeAttribute(String(nodeId), key, value)
+        // })
+
         const nodeIndex = rawGraph.nodeIdMap[String(nodeId)]
         if (nodeIndex !== undefined) {
           rawGraph.nodes[nodeIndex].properties[propertyName] = newValue
         }
       }
-
-      const selectedNode = useGraphStore.getState().selectedNode
-      if (selectedNode === String(nodeId)) {
-        useGraphStore.getState().setSelectedNode(newValue)
-      }
-
-      const focusedNode = useGraphStore.getState().focusedNode
-      if (focusedNode === String(nodeId)) {
-        useGraphStore.getState().setFocusedNode(newValue)
-      }
-
-      sigmaInstance.refresh()
     } catch (error) {
       console.error('Error updating node in graph:', error)
       throw new Error('Failed to update node in graph')
     }
   }
 
+  const updateGraphEdge = async (sourceId: string, targetId: string, propertyName: string, newValue: string) => {
+    const sigmaInstance = useGraphStore.getState().sigmaInstance
+    const sigmaGraph = useGraphStore.getState().sigmaGraph
+    const rawGraph = useGraphStore.getState().rawGraph
+
+    if (!sigmaInstance || !sigmaGraph || !rawGraph) {
+      return
+    }
+
+    try {
+      const allEdges = sigmaGraph.edges()
+      let keyToUse = null
+
+      for (const edge of allEdges) {
+        const edgeSource = sigmaGraph.source(edge)
+        const edgeTarget = sigmaGraph.target(edge)
+
+        if ((edgeSource === sourceId && edgeTarget === targetId) ||
+            (edgeSource === targetId && edgeTarget === sourceId)) {
+          keyToUse = edge
+          break
+        }
+      }
+
+      if (keyToUse !== null) {
+        if(propertyName === 'keywords') {
+          sigmaGraph.setEdgeAttribute(keyToUse, 'label', newValue);
+        } else {
+          sigmaGraph.setEdgeAttribute(keyToUse, propertyName, newValue);
+        }
+
+        if (keyToUse && rawGraph.edgeDynamicIdMap[keyToUse] !== undefined) {
+           const edgeIndex = rawGraph.edgeDynamicIdMap[keyToUse];
+           if (rawGraph.edges[edgeIndex]) {
+               rawGraph.edges[edgeIndex].properties[propertyName] = newValue;
+           } else {
+               console.warn(`Edge index ${edgeIndex} found but edge data missing in rawGraph for dynamicId ${entityId}`);
+           }
+        } else {
+             console.warn(`Could not find edge with dynamicId ${entityId} in rawGraph.edgeDynamicIdMap to update properties.`);
+             if (keyToUse !== null) {
+               const edgeIndexByKey = rawGraph.edgeIdMap[keyToUse];
+               if (edgeIndexByKey !== undefined && rawGraph.edges[edgeIndexByKey]) {
+                   rawGraph.edges[edgeIndexByKey].properties[propertyName] = newValue;
+                   console.log(`Updated rawGraph edge using constructed key ${keyToUse}`);
+               } else {
+                   console.warn(`Could not find edge in rawGraph using key ${keyToUse} either.`);
+               }
+             } else {
+               console.warn('Cannot update edge properties: edge key is null');
+             }
+        }
+      } else {
+        console.warn(`Edge not found in sigmaGraph with key ${keyToUse}`);
+      }
+    } catch (error) {
+      // Log the specific edge key that caused the error if possible
+      console.error(`Error updating edge ${sourceId}->${targetId} in graph:`, error);
+      throw new Error('Failed to update edge in graph')
+    }
+  }
+
   const handleSave = async () => {
     if (isSubmitting) return
 
-    if (editValue === String(value)) {
+    if (editValue === String(currentValue)) {
       setIsEditing(false)
       return
     }
@@ -150,112 +251,71 @@ const EditablePropertyRow = ({
     setIsSubmitting(true)
 
     try {
-      const updatedData: Record<string, any> = {}
-
       if (entityType === 'node' && entityId) {
+        let updatedData = { [name]: editValue }
+
         if (name === 'entity_id') {
-          if (editValue !== String(value)) {
-            const exists = await checkEntityNameExists(editValue)
-            if (exists) {
-              toast.error(t('graphPanel.propertiesView.errors.duplicateName'))
-              return
-            }
-          }
-          updatedData['entity_name'] = editValue
-          await updateEntity(String(value), updatedData, true)
-          await updateGraphNode(String(value), 'entity_id', editValue)
-        } else {
-          updatedData[name] = editValue
-          await updateEntity(entityId, updatedData)
-          if (name === 'description') {
-            await updateGraphNode(entityId, name, editValue)
+          const exists = await checkEntityNameExists(editValue)
+          if (exists) {
+            toast.error(t('graphPanel.propertiesView.errors.duplicateName'))
+            setIsSubmitting(false)
+            return
           }
+          updatedData = { 'entity_name': editValue }
         }
+        await updateEntity(entityId, updatedData, true)
+        await updateGraphNode(entityId, name, editValue)
         toast.success(t('graphPanel.propertiesView.success.entityUpdated'))
       } else if (entityType === 'edge' && sourceId && targetId) {
-        updatedData[name] = editValue
+        const updatedData = { [name]: editValue }
         await updateRelation(sourceId, targetId, updatedData)
+        await updateGraphEdge(sourceId, targetId, name, editValue)
         toast.success(t('graphPanel.propertiesView.success.relationUpdated'))
       }
 
-      if (onValueChange) {
-        onValueChange(editValue)
-      }
-
-      useGraphStore.getState().setGraphDataFetchAttempted(false)
-      useGraphStore.getState().setLabelsFetchAttempted(false)
-
-      const currentNodeId = name === 'entity_id' ? editValue : (entityId || '')
-      useGraphStore.getState().setSelectedNode(null)
-      useGraphStore.getState().setSelectedNode(currentNodeId)
-    } catch (error: any) {
+      setIsEditing(false)
+      setCurrentValue(editValue)
+    } catch (error) {
       console.error('Error updating property:', error)
-      let detailMessage = t('graphPanel.propertiesView.errors.updateFailed')
-
-      if (error.response?.data?.detail) {
-        detailMessage = error.response.data.detail
-      } else if (error.response?.data?.message) {
-        detailMessage = error.response.data.message
-      } else if (error.message) {
-        detailMessage = error.message
-      }
-
-      console.error('Update failed:', {
-        entityType,
-        entityId,
-        propertyName: name,
-        newValue: editValue,
-        error: error.response?.data || error.message
-      })
-
-      toast.error(detailMessage, {
-        description: t('graphPanel.propertiesView.errors.tryAgainLater')
-      })
+      toast.error(t('graphPanel.propertiesView.errors.updateFailed'))
     } finally {
       setIsSubmitting(false)
-      setIsEditing(false)
     }
   }
 
-  // Determine if this property should be editable
-  // Currently only 'description' and 'entity_id' fields are editable
-  const isEditableField = isEditable && (name === 'description' || name === 'entity_id')
-
+  // Always render the property name label and edit icon, regardless of edit state
   return (
-    <div className="flex items-center gap-2">
-      <div className="flex items-center gap-1 text-primary/60 tracking-wide whitespace-nowrap">
-        {getPropertyNameTranslation(name)}
-        {isEditableField && (
-          <div className="group relative">
-            <PencilIcon className="w-3 h-3 opacity-50 hover:opacity-100" />
-            <div className="absolute left-5 transform -translate-y-full -top-2 bg-primary/90 text-white text-xs px-3 py-1.5 rounded shadow-lg border border-primary/20 opacity-0 group-hover:opacity-100 transition-opacity whitespace-nowrap z-[100]">
-              {t('graphPanel.propertiesView.doubleClickToEdit')}
-            </div>
-          </div>
-        )}
+    <div className="flex items-center gap-1" onDoubleClick={handleDoubleClick}>
+      <span className="text-primary/60 tracking-wide whitespace-nowrap">{getPropertyNameTranslation(name)}</span>
+      <div className="group relative">
+        <PencilIcon
+          className="h-3 w-3 text-gray-500 hover:text-gray-700 cursor-pointer"
+          onClick={() => setIsEditing(true)}
+        />
+        <div className="absolute left-5 transform -translate-y-full -top-2 bg-primary/90 text-white text-xs px-3 py-1.5 rounded shadow-lg border border-primary/20 opacity-0 group-hover:opacity-100 transition-opacity duration-200 whitespace-nowrap z-[100]">
+          {t('graphPanel.propertiesView.doubleClickToEdit')}
+        </div>
       </div>:
       {isEditing ? (
-        <div className="flex-1">
-          <Input
-            ref={inputRef}
-            className="h-7 text-xs w-full"
-            value={editValue}
-            onChange={(e) => setEditValue(e.target.value)}
-            onBlur={handleSave}
-            onKeyDown={handleKeyDown}
-            disabled={isSubmitting}
-          />
-        </div>
+        // Render input field when editing
+        <Input
+          ref={inputRef}
+          type="text"
+          value={editValue}
+          onChange={(e) => setEditValue(e.target.value)}
+          onKeyDown={handleKeyDown}
+          onBlur={handleSave}
+          className="h-6 text-xs"
+          disabled={isSubmitting}
+        />
       ) : (
-        <div
-          className={`flex-1 overflow-hidden ${isEditableField ? 'cursor-text' : ''}`}
-          onDoubleClick={isEditableField ? handleDoubleClick : undefined}
-        >
+        // Render text component when not editing
+        <div className="flex items-center gap-1">
           <Text
-            className="hover:bg-primary/20 rounded p-1 overflow-hidden text-ellipsis block w-full"
+            className="hover:bg-primary/20 rounded p-1 overflow-hidden text-ellipsis"
             tooltipClassName="max-w-80"
-            text={String(value)}
-            tooltip={tooltip || (typeof value === 'string' ? value : JSON.stringify(value, null, 2))}
+            text={currentValue}
+            tooltip={tooltip || (typeof currentValue === 'string' ? currentValue : JSON.stringify(currentValue, null, 2))}
             side="left"
             onClick={onClick}
           />
diff --git a/lightrag_webui/src/components/graph/PropertiesView.tsx b/lightrag_webui/src/components/graph/PropertiesView.tsx
index c2cda263..257b69ec 100644
--- a/lightrag_webui/src/components/graph/PropertiesView.tsx
+++ b/lightrag_webui/src/components/graph/PropertiesView.tsx
@@ -195,8 +195,8 @@ const PropertyRow = ({
     return translation === translationKey ? name : translation
   }
 
-  // Use EditablePropertyRow for editable fields (description and entity_id)
-  if (isEditable && (name === 'description' || name === 'entity_id')) {
+  // Use EditablePropertyRow for editable fields (description, entity_id and keywords)
+  if (isEditable && (name === 'description' || name === 'entity_id' || name === 'keywords')) {
     return (
       <EditablePropertyRow
         name={name}
@@ -352,9 +352,9 @@ const EdgePropertiesView = ({ edge }: { edge: EdgeType }) => {
                 value={edge.properties[name]}
                 entityId={edge.id}
                 entityType="edge"
-                sourceId={edge.sourceNode?.properties['entity_id'] || edge.source}
-                targetId={edge.targetNode?.properties['entity_id'] || edge.target}
-                isEditable={name === 'description'}
+                sourceId={edge.source}
+                targetId={edge.target}
+                isEditable={name === 'description' || name === 'keywords'}
               />
             )
           })}

From 830b69fd893cb58c79d147725bf41a9ba181b757 Mon Sep 17 00:00:00 2001
From: choizhang <choizhang@qq.com>
Date: Sun, 13 Apr 2025 11:13:23 +0800
Subject: [PATCH 06/20] refactor(graph): Refactoring the EditablePeopleRow
 component

---
 .../components/graph/EditablePropertyRow.tsx  | 223 +++++++++++++-----
 1 file changed, 159 insertions(+), 64 deletions(-)

diff --git a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
index ac92b335..bfd88802 100644
--- a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
+++ b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
@@ -6,24 +6,39 @@ import { toast } from 'sonner'
 import { updateEntity, updateRelation, checkEntityNameExists } from '@/api/lightrag'
 import { useGraphStore } from '@/stores/graph'
 import { PencilIcon } from 'lucide-react'
-import { tr } from '@faker-js/faker'
+import { Tooltip, TooltipContent, TooltipProvider, TooltipTrigger } from '@/components/ui/Tooltip'
 
+/**
+ * Interface for the EditablePropertyRow component props
+ * Defines all possible properties that can be passed to the component
+ */
 interface EditablePropertyRowProps {
-  name: string
-  value: any
-  onClick?: () => void
-  tooltip?: string
-  entityId?: string
-  entityType?: 'node' | 'edge'
-  sourceId?: string
-  targetId?: string
-  onValueChange?: (newValue: any) => void
-  isEditable?: boolean
+  name: string                  // Property name to display and edit
+  value: any                    // Initial value of the property
+  onClick?: () => void          // Optional click handler for the property value
+  tooltip?: string              // Optional tooltip text
+  entityId?: string             // ID of the entity (for node type)
+  entityType?: 'node' | 'edge'  // Type of graph entity
+  sourceId?: string            // Source node ID (for edge type)
+  targetId?: string            // Target node ID (for edge type)
+  onValueChange?: (newValue: any) => void  // Optional callback when value changes
+  isEditable?: boolean         // Whether this property can be edited
+}
+
+/**
+ * Interface for tracking edges that need updating when a node ID changes
+ */
+interface EdgeToUpdate {
+  originalDynamicId: string;
+  newEdgeId: string;
+  edgeIndex: number;
 }
 
 /**
  * EditablePropertyRow component that supports double-click to edit property values
- * Specifically designed for editing 'description' and entity name fields
+ * This component is used in the graph properties panel to display and edit entity properties
+ *
+ * @component
  */
 const EditablePropertyRow = ({
   name,
@@ -37,6 +52,7 @@ const EditablePropertyRow = ({
   onValueChange,
   isEditable = false
 }: EditablePropertyRowProps) => {
+  // Component state
   const { t } = useTranslation()
   const [isEditing, setIsEditing] = useState(false)
   const [editValue, setEditValue] = useState('')
@@ -44,16 +60,21 @@ const EditablePropertyRow = ({
   const [currentValue, setCurrentValue] = useState(initialValue)
   const inputRef = useRef<HTMLInputElement>(null)
 
-  // Update currentValue when initialValue changes
+  /**
+   * Update currentValue when initialValue changes from parent
+   */
   useEffect(() => {
     setCurrentValue(initialValue)
   }, [initialValue])
 
-  // Initialize edit value when entering edit mode
+  /**
+   * Initialize edit value and focus input when entering edit mode
+   */
   useEffect(() => {
     if (isEditing) {
       setEditValue(String(currentValue))
-      // Focus the input element when entering edit mode
+      // Focus the input element when entering edit mode with a small delay
+      // to ensure the input is rendered before focusing
       setTimeout(() => {
         if (inputRef.current) {
           inputRef.current.focus()
@@ -63,18 +84,30 @@ const EditablePropertyRow = ({
     }
   }, [isEditing, currentValue])
 
+  /**
+   * Get translated property name from i18n
+   * Falls back to the original name if no translation is found
+   */
   const getPropertyNameTranslation = (propName: string) => {
     const translationKey = `graphPanel.propertiesView.node.propertyNames.${propName}`
     const translation = t(translationKey)
     return translation === translationKey ? propName : translation
   }
 
+  /**
+   * Handle double-click event to enter edit mode
+   */
   const handleDoubleClick = () => {
     if (isEditable && !isEditing) {
       setIsEditing(true)
     }
   }
 
+  /**
+   * Handle keyboard events in the input field
+   * - Enter: Save changes
+   * - Escape: Cancel editing
+   */
   const handleKeyDown = (e: React.KeyboardEvent) => {
     if (e.key === 'Enter') {
       handleSave()
@@ -83,11 +116,21 @@ const EditablePropertyRow = ({
     }
   }
 
+  /**
+   * Update node in the graph visualization after API update
+   * Handles both property updates and entity ID changes
+   *
+   * @param nodeId - ID of the node to update
+   * @param propertyName - Name of the property being updated
+   * @param newValue - New value for the property
+   */
   const updateGraphNode = async (nodeId: string, propertyName: string, newValue: string) => {
+    // Get graph state from store
     const sigmaInstance = useGraphStore.getState().sigmaInstance
     const sigmaGraph = useGraphStore.getState().sigmaGraph
     const rawGraph = useGraphStore.getState().rawGraph
 
+    // Validate graph state
     if (!sigmaInstance || !sigmaGraph || !rawGraph || !sigmaGraph.hasNode(String(nodeId))) {
       return
     }
@@ -95,29 +138,30 @@ const EditablePropertyRow = ({
     try {
       const nodeAttributes = sigmaGraph.getNodeAttributes(String(nodeId))
 
+      // Special handling for entity_id changes (node renaming)
       if (propertyName === 'entity_id') {
+        // Create new node with updated ID but same attributes
         sigmaGraph.addNode(newValue, { ...nodeAttributes, label: newValue })
 
-        interface EdgeToUpdate {
-          originalDynamicId: string;
-          newEdgeId: string;
-          edgeIndex: number;
-        }
-
         const edgesToUpdate: EdgeToUpdate[] = [];
 
+        // Process all edges connected to this node
         sigmaGraph.forEachEdge(String(nodeId), (edge, attributes, source, target) => {
           const otherNode = source === String(nodeId) ? target : source
           const isOutgoing = source === String(nodeId)
 
-          // 获取原始边的dynamicId，以便后续更新edgeDynamicIdMap
+          // Get original edge dynamic ID for later reference
           const originalEdgeDynamicId = edge
           const edgeIndexInRawGraph = rawGraph.edgeDynamicIdMap[originalEdgeDynamicId]
 
-          // 创建新边并获取新边的ID
-          const newEdgeId = sigmaGraph.addEdge(isOutgoing ? newValue : otherNode, isOutgoing ? otherNode : newValue, attributes)
+          // Create new edge with updated node reference
+          const newEdgeId = sigmaGraph.addEdge(
+            isOutgoing ? newValue : otherNode,
+            isOutgoing ? otherNode : newValue,
+            attributes
+          )
 
-          // 存储需要更新的边信息
+          // Track edges that need updating in the raw graph
           if (edgeIndexInRawGraph !== undefined) {
             edgesToUpdate.push({
               originalDynamicId: originalEdgeDynamicId,
@@ -126,11 +170,14 @@ const EditablePropertyRow = ({
             })
           }
 
+          // Remove the old edge
           sigmaGraph.dropEdge(edge)
         })
 
+        // Remove the old node after all edges are processed
         sigmaGraph.dropNode(String(nodeId))
 
+        // Update node reference in raw graph data
         const nodeIndex = rawGraph.nodeIdMap[String(nodeId)]
         if (nodeIndex !== undefined) {
           rawGraph.nodes[nodeIndex].id = newValue
@@ -139,10 +186,10 @@ const EditablePropertyRow = ({
           rawGraph.nodeIdMap[newValue] = nodeIndex
         }
 
-        // 更新边的引用关系
+        // Update all edge references in raw graph data
         edgesToUpdate.forEach(({ originalDynamicId, newEdgeId, edgeIndex }) => {
-          // 更新边的source和target
           if (rawGraph.edges[edgeIndex]) {
+            // Update source/target references
             if (rawGraph.edges[edgeIndex].source === String(nodeId)) {
               rawGraph.edges[edgeIndex].source = newValue
             }
@@ -150,23 +197,17 @@ const EditablePropertyRow = ({
               rawGraph.edges[edgeIndex].target = newValue
             }
 
-            // 更新dynamicId映射
+            // Update dynamic ID mappings
             rawGraph.edges[edgeIndex].dynamicId = newEdgeId
             delete rawGraph.edgeDynamicIdMap[originalDynamicId]
             rawGraph.edgeDynamicIdMap[newEdgeId] = edgeIndex
           }
         })
 
-        useGraphStore.getState().setSelectedNode(editValue)
+        // Update selected node in store
+        useGraphStore.getState().setSelectedNode(newValue)
       } else {
-        // const updatedAttributes = { ...nodeAttributes }
-        // if (propertyName === 'description') {
-        //   updatedAttributes.description = newValue
-        // }
-        // Object.entries(updatedAttributes).forEach(([key, value]) => {
-        //   sigmaGraph.setNodeAttribute(String(nodeId), key, value)
-        // })
-
+        // For other properties, just update the property in raw graph
         const nodeIndex = rawGraph.nodeIdMap[String(nodeId)]
         if (nodeIndex !== undefined) {
           rawGraph.nodes[nodeIndex].properties[propertyName] = newValue
@@ -178,16 +219,27 @@ const EditablePropertyRow = ({
     }
   }
 
+  /**
+   * Update edge in the graph visualization after API update
+   *
+   * @param sourceId - ID of the source node
+   * @param targetId - ID of the target node
+   * @param propertyName - Name of the property being updated
+   * @param newValue - New value for the property
+   */
   const updateGraphEdge = async (sourceId: string, targetId: string, propertyName: string, newValue: string) => {
+    // Get graph state from store
     const sigmaInstance = useGraphStore.getState().sigmaInstance
     const sigmaGraph = useGraphStore.getState().sigmaGraph
     const rawGraph = useGraphStore.getState().rawGraph
 
+    // Validate graph state
     if (!sigmaInstance || !sigmaGraph || !rawGraph) {
       return
     }
 
     try {
+      // Find the edge between source and target nodes
       const allEdges = sigmaGraph.edges()
       let keyToUse = null
 
@@ -195,6 +247,7 @@ const EditablePropertyRow = ({
         const edgeSource = sigmaGraph.source(edge)
         const edgeTarget = sigmaGraph.target(edge)
 
+        // Match edge in either direction (undirected graph support)
         if ((edgeSource === sourceId && edgeTarget === targetId) ||
             (edgeSource === targetId && edgeTarget === sourceId)) {
           keyToUse = edge
@@ -203,12 +256,14 @@ const EditablePropertyRow = ({
       }
 
       if (keyToUse !== null) {
+        // Special handling for keywords property (updates edge label)
         if(propertyName === 'keywords') {
           sigmaGraph.setEdgeAttribute(keyToUse, 'label', newValue);
         } else {
           sigmaGraph.setEdgeAttribute(keyToUse, propertyName, newValue);
         }
 
+        // Update edge in raw graph data using dynamic ID mapping
         if (keyToUse && rawGraph.edgeDynamicIdMap[keyToUse] !== undefined) {
            const edgeIndex = rawGraph.edgeDynamicIdMap[keyToUse];
            if (rawGraph.edges[edgeIndex]) {
@@ -217,32 +272,39 @@ const EditablePropertyRow = ({
                console.warn(`Edge index ${edgeIndex} found but edge data missing in rawGraph for dynamicId ${entityId}`);
            }
         } else {
-             console.warn(`Could not find edge with dynamicId ${entityId} in rawGraph.edgeDynamicIdMap to update properties.`);
-             if (keyToUse !== null) {
-               const edgeIndexByKey = rawGraph.edgeIdMap[keyToUse];
-               if (edgeIndexByKey !== undefined && rawGraph.edges[edgeIndexByKey]) {
-                   rawGraph.edges[edgeIndexByKey].properties[propertyName] = newValue;
-                   console.log(`Updated rawGraph edge using constructed key ${keyToUse}`);
-               } else {
-                   console.warn(`Could not find edge in rawGraph using key ${keyToUse} either.`);
-               }
-             } else {
-               console.warn('Cannot update edge properties: edge key is null');
-             }
+          // Fallback: try to find edge by key in edge ID map
+          console.warn(`Could not find edge with dynamicId ${entityId} in rawGraph.edgeDynamicIdMap to update properties.`);
+          if (keyToUse !== null) {
+            const edgeIndexByKey = rawGraph.edgeIdMap[keyToUse];
+            if (edgeIndexByKey !== undefined && rawGraph.edges[edgeIndexByKey]) {
+                rawGraph.edges[edgeIndexByKey].properties[propertyName] = newValue;
+                console.log(`Updated rawGraph edge using constructed key ${keyToUse}`);
+            } else {
+                console.warn(`Could not find edge in rawGraph using key ${keyToUse} either.`);
+            }
+          } else {
+            console.warn('Cannot update edge properties: edge key is null');
+          }
         }
       } else {
         console.warn(`Edge not found in sigmaGraph with key ${keyToUse}`);
       }
     } catch (error) {
-      // Log the specific edge key that caused the error if possible
+      // Log the specific edge key that caused the error
       console.error(`Error updating edge ${sourceId}->${targetId} in graph:`, error);
       throw new Error('Failed to update edge in graph')
     }
   }
 
+  /**
+   * Save changes to the property value
+   * Updates both the API and the graph visualization
+   */
   const handleSave = async () => {
+    // Prevent duplicate submissions
     if (isSubmitting) return
 
+    // Skip if value hasn't changed
     if (editValue === String(currentValue)) {
       setIsEditing(false)
       return
@@ -251,30 +313,47 @@ const EditablePropertyRow = ({
     setIsSubmitting(true)
 
     try {
+      // Handle node property updates
       if (entityType === 'node' && entityId) {
         let updatedData = { [name]: editValue }
 
+        // Special handling for entity_id (name) changes
         if (name === 'entity_id') {
+          // Check if the new name already exists
           const exists = await checkEntityNameExists(editValue)
           if (exists) {
             toast.error(t('graphPanel.propertiesView.errors.duplicateName'))
             setIsSubmitting(false)
             return
           }
+          // For entity_id, we update entity_name in the API
           updatedData = { 'entity_name': editValue }
         }
+
+        // Update entity in API
         await updateEntity(entityId, updatedData, true)
+        // Update graph visualization
         await updateGraphNode(entityId, name, editValue)
         toast.success(t('graphPanel.propertiesView.success.entityUpdated'))
-      } else if (entityType === 'edge' && sourceId && targetId) {
+      }
+      // Handle edge property updates
+      else if (entityType === 'edge' && sourceId && targetId) {
         const updatedData = { [name]: editValue }
+        // Update relation in API
         await updateRelation(sourceId, targetId, updatedData)
+        // Update graph visualization
         await updateGraphEdge(sourceId, targetId, name, editValue)
         toast.success(t('graphPanel.propertiesView.success.relationUpdated'))
       }
 
+      // Update local state
       setIsEditing(false)
       setCurrentValue(editValue)
+
+      // Notify parent component if callback provided
+      if (onValueChange) {
+        onValueChange(editValue)
+      }
     } catch (error) {
       console.error('Error updating property:', error)
       toast.error(t('graphPanel.propertiesView.errors.updateFailed'))
@@ -283,21 +362,37 @@ const EditablePropertyRow = ({
     }
   }
 
-  // Always render the property name label and edit icon, regardless of edit state
+  /**
+   * Render the property row with edit functionality
+   * Shows property name, edit icon, and either the editable input or the current value
+   */
   return (
     <div className="flex items-center gap-1" onDoubleClick={handleDoubleClick}>
-      <span className="text-primary/60 tracking-wide whitespace-nowrap">{getPropertyNameTranslation(name)}</span>
-      <div className="group relative">
-        <PencilIcon
-          className="h-3 w-3 text-gray-500 hover:text-gray-700 cursor-pointer"
-          onClick={() => setIsEditing(true)}
-        />
-        <div className="absolute left-5 transform -translate-y-full -top-2 bg-primary/90 text-white text-xs px-3 py-1.5 rounded shadow-lg border border-primary/20 opacity-0 group-hover:opacity-100 transition-opacity duration-200 whitespace-nowrap z-[100]">
-          {t('graphPanel.propertiesView.doubleClickToEdit')}
-        </div>
-      </div>:
+      {/* Property name with translation */}
+      <span className="text-primary/60 tracking-wide whitespace-nowrap">
+        {getPropertyNameTranslation(name)}
+      </span>
+
+      {/* Edit icon with tooltip */}
+      <TooltipProvider delayDuration={200}>
+        <Tooltip>
+          <TooltipTrigger asChild>
+            <div>
+              <PencilIcon
+                className="h-3 w-3 text-gray-500 hover:text-gray-700 cursor-pointer"
+                onClick={() => setIsEditing(true)}
+              />
+            </div>
+          </TooltipTrigger>
+          <TooltipContent side="top">
+            {t('graphPanel.propertiesView.doubleClickToEdit')}
+          </TooltipContent>
+        </Tooltip>
+      </TooltipProvider>:
+
+      {/* Conditional rendering based on edit state */}
       {isEditing ? (
-        // Render input field when editing
+        // Input field for editing
         <Input
           ref={inputRef}
           type="text"
@@ -309,7 +404,7 @@ const EditablePropertyRow = ({
           disabled={isSubmitting}
         />
       ) : (
-        // Render text component when not editing
+        // Text display when not editing
         <div className="flex items-center gap-1">
           <Text
             className="hover:bg-primary/20 rounded p-1 overflow-hidden text-ellipsis"

From 53f18b6c8416df3b850a900e5994f98349b333aa Mon Sep 17 00:00:00 2001
From: choizhang <choizhang@qq.com>
Date: Sun, 13 Apr 2025 11:48:55 +0800
Subject: [PATCH 07/20] bugfix

---
 lightrag_webui/src/lib/constants.ts | 2 +-
 lightrag_webui/src/locales/fr.json  | 1 -
 2 files changed, 1 insertion(+), 2 deletions(-)

diff --git a/lightrag_webui/src/lib/constants.ts b/lightrag_webui/src/lib/constants.ts
index 87db8cea..048ae8f7 100644
--- a/lightrag_webui/src/lib/constants.ts
+++ b/lightrag_webui/src/lib/constants.ts
@@ -1,6 +1,6 @@
 import { ButtonVariantType } from '@/components/ui/Button'
 
-export const backendBaseUrl = 'http://localhost:9621'
+export const backendBaseUrl = ''
 export const webuiPrefix = '/webui/'
 
 export const controlButtonVariant: ButtonVariantType = 'ghost'
diff --git a/lightrag_webui/src/locales/fr.json b/lightrag_webui/src/locales/fr.json
index 325d73d3..1217ba66 100644
--- a/lightrag_webui/src/locales/fr.json
+++ b/lightrag_webui/src/locales/fr.json
@@ -35,7 +35,6 @@
   "common": {
     "cancel": "Annuler"
   },
-
   "documentPanel": {
     "clearDocuments": {
       "button": "Effacer",

From 5b1938e5b384c5efb3f98bb6defeca5bf2cc5ad2 Mon Sep 17 00:00:00 2001
From: choizhang <choizhang@qq.com>
Date: Sun, 13 Apr 2025 23:32:35 +0800
Subject: [PATCH 08/20] feat(webui): Add attribute editing dialog box and
 optimize editable attribute row component

---
 lightrag/api/routers/graph_routes.py          |   1 -
 .../components/graph/EditablePropertyRow.tsx  | 121 +++++++-----------
 .../components/graph/PropertyEditDialog.tsx   | 105 +++++++++++++++
 lightrag_webui/src/locales/ar.json            |   7 +-
 lightrag_webui/src/locales/en.json            |   7 +-
 lightrag_webui/src/locales/fr.json            |   5 +-
 lightrag_webui/src/locales/zh.json            |   7 +-
 7 files changed, 173 insertions(+), 80 deletions(-)
 create mode 100644 lightrag_webui/src/components/graph/PropertyEditDialog.tsx

diff --git a/lightrag/api/routers/graph_routes.py b/lightrag/api/routers/graph_routes.py
index e77e959a..107a7952 100644
--- a/lightrag/api/routers/graph_routes.py
+++ b/lightrag/api/routers/graph_routes.py
@@ -95,7 +95,6 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
             Dict: Updated entity information
         """
         try:
-            print(request.entity_name, request.updated_data, request.allow_rename)
             result = await rag.aedit_entity(
                 entity_name=request.entity_name,
                 updated_data=request.updated_data,
diff --git a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
index bfd88802..bca482b8 100644
--- a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
+++ b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
@@ -1,12 +1,12 @@
-import { useState, useEffect, useRef } from 'react'
+import { useState, useEffect } from 'react'
+import { useRef } from 'react'
 import { useTranslation } from 'react-i18next'
 import Text from '@/components/ui/Text'
-import Input from '@/components/ui/Input'
 import { toast } from 'sonner'
 import { updateEntity, updateRelation, checkEntityNameExists } from '@/api/lightrag'
 import { useGraphStore } from '@/stores/graph'
 import { PencilIcon } from 'lucide-react'
-import { Tooltip, TooltipContent, TooltipProvider, TooltipTrigger } from '@/components/ui/Tooltip'
+import PropertyEditDialog from './PropertyEditDialog'
 
 /**
  * Interface for the EditablePropertyRow component props
@@ -44,7 +44,6 @@ const EditablePropertyRow = ({
   name,
   value: initialValue,
   onClick,
-  tooltip,
   entityId,
   entityType,
   sourceId,
@@ -55,11 +54,11 @@ const EditablePropertyRow = ({
   // Component state
   const { t } = useTranslation()
   const [isEditing, setIsEditing] = useState(false)
-  const [editValue, setEditValue] = useState('')
   const [isSubmitting, setIsSubmitting] = useState(false)
   const [currentValue, setCurrentValue] = useState(initialValue)
   const inputRef = useRef<HTMLInputElement>(null)
 
+
   /**
    * Update currentValue when initialValue changes from parent
    */
@@ -72,7 +71,6 @@ const EditablePropertyRow = ({
    */
   useEffect(() => {
     if (isEditing) {
-      setEditValue(String(currentValue))
       // Focus the input element when entering edit mode with a small delay
       // to ensure the input is rendered before focusing
       setTimeout(() => {
@@ -82,7 +80,7 @@ const EditablePropertyRow = ({
         }
       }, 50)
     }
-  }, [isEditing, currentValue])
+  }, [isEditing])
 
   /**
    * Get translated property name from i18n
@@ -95,25 +93,19 @@ const EditablePropertyRow = ({
   }
 
   /**
-   * Handle double-click event to enter edit mode
+   * Handle edit icon click to open dialog
    */
-  const handleDoubleClick = () => {
+  const handleEditClick = () => {
     if (isEditable && !isEditing) {
       setIsEditing(true)
     }
   }
 
   /**
-   * Handle keyboard events in the input field
-   * - Enter: Save changes
-   * - Escape: Cancel editing
+   * Handle dialog close without saving
    */
-  const handleKeyDown = (e: React.KeyboardEvent) => {
-    if (e.key === 'Enter') {
-      handleSave()
-    } else if (e.key === 'Escape') {
-      setIsEditing(false)
-    }
+  const handleCancel = () => {
+    setIsEditing(false)
   }
 
   /**
@@ -300,12 +292,12 @@ const EditablePropertyRow = ({
    * Save changes to the property value
    * Updates both the API and the graph visualization
    */
-  const handleSave = async () => {
+  const handleSave = async (value: string) => {
     // Prevent duplicate submissions
     if (isSubmitting) return
 
     // Skip if value hasn't changed
-    if (editValue === String(currentValue)) {
+    if (value === String(currentValue)) {
       setIsEditing(false)
       return
     }
@@ -315,44 +307,44 @@ const EditablePropertyRow = ({
     try {
       // Handle node property updates
       if (entityType === 'node' && entityId) {
-        let updatedData = { [name]: editValue }
+        let updatedData = { [name]: value }
 
         // Special handling for entity_id (name) changes
         if (name === 'entity_id') {
           // Check if the new name already exists
-          const exists = await checkEntityNameExists(editValue)
+          const exists = await checkEntityNameExists(value)
           if (exists) {
             toast.error(t('graphPanel.propertiesView.errors.duplicateName'))
             setIsSubmitting(false)
             return
           }
           // For entity_id, we update entity_name in the API
-          updatedData = { 'entity_name': editValue }
+          updatedData = { 'entity_name': value }
         }
 
         // Update entity in API
         await updateEntity(entityId, updatedData, true)
         // Update graph visualization
-        await updateGraphNode(entityId, name, editValue)
+        await updateGraphNode(entityId, name, value)
         toast.success(t('graphPanel.propertiesView.success.entityUpdated'))
       }
       // Handle edge property updates
       else if (entityType === 'edge' && sourceId && targetId) {
-        const updatedData = { [name]: editValue }
+        const updatedData = { [name]: value }
         // Update relation in API
         await updateRelation(sourceId, targetId, updatedData)
         // Update graph visualization
-        await updateGraphEdge(sourceId, targetId, name, editValue)
+        await updateGraphEdge(sourceId, targetId, name, value)
         toast.success(t('graphPanel.propertiesView.success.relationUpdated'))
       }
 
       // Update local state
       setIsEditing(false)
-      setCurrentValue(editValue)
+      setCurrentValue(value)
 
       // Notify parent component if callback provided
       if (onValueChange) {
-        onValueChange(editValue)
+        onValueChange(value)
       }
     } catch (error) {
       console.error('Error updating property:', error)
@@ -364,58 +356,43 @@ const EditablePropertyRow = ({
 
   /**
    * Render the property row with edit functionality
-   * Shows property name, edit icon, and either the editable input or the current value
+   * Shows property name, edit icon, and the current value
    */
   return (
-    <div className="flex items-center gap-1" onDoubleClick={handleDoubleClick}>
+    <div className="flex items-center gap-1">
       {/* Property name with translation */}
       <span className="text-primary/60 tracking-wide whitespace-nowrap">
         {getPropertyNameTranslation(name)}
       </span>
 
-      {/* Edit icon with tooltip */}
-      <TooltipProvider delayDuration={200}>
-        <Tooltip>
-          <TooltipTrigger asChild>
-            <div>
-              <PencilIcon
-                className="h-3 w-3 text-gray-500 hover:text-gray-700 cursor-pointer"
-                onClick={() => setIsEditing(true)}
-              />
-            </div>
-          </TooltipTrigger>
-          <TooltipContent side="top">
-            {t('graphPanel.propertiesView.doubleClickToEdit')}
-          </TooltipContent>
-        </Tooltip>
-      </TooltipProvider>:
-
-      {/* Conditional rendering based on edit state */}
-      {isEditing ? (
-        // Input field for editing
-        <Input
-          ref={inputRef}
-          type="text"
-          value={editValue}
-          onChange={(e) => setEditValue(e.target.value)}
-          onKeyDown={handleKeyDown}
-          onBlur={handleSave}
-          className="h-6 text-xs"
-          disabled={isSubmitting}
+      {/* Edit icon without tooltip */}
+      <div>
+        <PencilIcon
+          className="h-3 w-3 text-gray-500 hover:text-gray-700 cursor-pointer"
+          onClick={handleEditClick}
         />
-      ) : (
-        // Text display when not editing
-        <div className="flex items-center gap-1">
-          <Text
-            className="hover:bg-primary/20 rounded p-1 overflow-hidden text-ellipsis"
-            tooltipClassName="max-w-80"
-            text={currentValue}
-            tooltip={tooltip || (typeof currentValue === 'string' ? currentValue : JSON.stringify(currentValue, null, 2))}
-            side="left"
-            onClick={onClick}
-          />
-        </div>
-      )}
+      </div>:
+
+      {/* Text display */}
+      <div className="flex items-center gap-1">
+        <Text
+          className="hover:bg-primary/20 rounded p-1 overflow-hidden text-ellipsis"
+          tooltipClassName="max-w-80"
+          text={currentValue}
+          side="left"
+          onClick={onClick}
+        />
+      </div>
+
+      {/* Edit dialog */}
+      <PropertyEditDialog
+        isOpen={isEditing}
+        onClose={handleCancel}
+        onSave={handleSave}
+        propertyName={name}
+        initialValue={String(currentValue)}
+        isSubmitting={isSubmitting}
+      />
     </div>
   )
 }
diff --git a/lightrag_webui/src/components/graph/PropertyEditDialog.tsx b/lightrag_webui/src/components/graph/PropertyEditDialog.tsx
new file mode 100644
index 00000000..612ffaf9
--- /dev/null
+++ b/lightrag_webui/src/components/graph/PropertyEditDialog.tsx
@@ -0,0 +1,105 @@
+import { useState, useEffect } from 'react'
+import { useTranslation } from 'react-i18next'
+import {
+  Dialog,
+  DialogContent,
+  DialogHeader,
+  DialogTitle,
+  DialogFooter
+} from '@/components/ui/Dialog'
+import Button from '@/components/ui/Button'
+import Input from '@/components/ui/Input'
+
+interface PropertyEditDialogProps {
+  isOpen: boolean
+  onClose: () => void
+  onSave: (value: string) => void
+  propertyName: string
+  initialValue: string
+  isSubmitting?: boolean
+}
+
+/**
+ * Dialog component for editing property values
+ * Provides a modal with a title, multi-line text input, and save/cancel buttons
+ */
+const PropertyEditDialog = ({
+  isOpen,
+  onClose,
+  onSave,
+  propertyName,
+  initialValue,
+  isSubmitting = false
+}: PropertyEditDialogProps) => {
+  const { t } = useTranslation()
+  const [value, setValue] = useState('')
+
+  // Initialize value when dialog opens
+  useEffect(() => {
+    if (isOpen) {
+      setValue(initialValue)
+    }
+  }, [isOpen, initialValue])
+
+  // Get translated property name
+  const getPropertyNameTranslation = (name: string) => {
+    const translationKey = `graphPanel.propertiesView.node.propertyNames.${name}`
+    const translation = t(translationKey)
+    return translation === translationKey ? name : translation
+  }
+
+  const handleSave = () => {
+    if (value.trim() !== '') {
+      onSave(value)
+      onClose()
+    }
+}
+
+  return (
+    <Dialog open={isOpen} onOpenChange={(open) => !open && onClose()}>
+      <DialogContent className="sm:max-w-md" aria-describedby="property-edit-description">
+        <DialogHeader>
+          <DialogTitle>
+            {t('graphPanel.propertiesView.editProperty', {
+              property: getPropertyNameTranslation(propertyName)
+            })}
+          </DialogTitle>
+          <p id="property-edit-description" className="text-sm text-muted-foreground">
+            {t('graphPanel.propertiesView.editPropertyDescription')}
+          </p>
+        </DialogHeader>
+
+        {/* Multi-line text input using textarea */}
+        <div className="grid gap-4 py-4">
+          <textarea
+            value={value}
+            onChange={(e) => setValue(e.target.value)}
+            rows={5}
+            className="border-input focus-visible:ring-ring flex w-full rounded-md border bg-transparent px-3 py-2 text-sm shadow-sm transition-colors focus-visible:ring-1 focus-visible:outline-none disabled:cursor-not-allowed disabled:opacity-50"
+            disabled={isSubmitting}
+          />
+        </div>
+
+        <DialogFooter>
+          <Button
+            type="button"
+            variant="outline"
+            onClick={onClose}
+            disabled={isSubmitting}
+          >
+            {t('common.cancel')}
+          </Button>
+          <Button
+            type="button"
+            onClick={handleSave}
+            disabled={isSubmitting}
+          >
+            {t('common.save')}
+          </Button>
+        </DialogFooter>
+      </DialogContent>
+    </Dialog>
+  )
+}
+
+export default PropertyEditDialog
diff --git a/lightrag_webui/src/locales/ar.json b/lightrag_webui/src/locales/ar.json
index 4f603e66..6ed90c80 100644
--- a/lightrag_webui/src/locales/ar.json
+++ b/lightrag_webui/src/locales/ar.json
@@ -33,7 +33,8 @@
     "guestMode": "وضع بدون تسجيل دخول"
   },
   "common": {
-    "cancel": "إلغاء"
+    "cancel": "إلغاء",
+    "save": "حفظ"
   },
   "documentPanel": {
     "clearDocuments": {
@@ -236,12 +237,14 @@
       "vectorStorage": "تخزين المتجهات"
     },
     "propertiesView": {
+      "editProperty": "تعديل {{property}}",
+      "editPropertyDescription": "قم بتحرير قيمة الخاصية في منطقة النص أدناه.",
       "errors": {
         "duplicateName": "اسم العقدة موجود بالفعل",
         "updateFailed": "فشل تحديث العقدة",
         "tryAgainLater": "يرجى المحاولة مرة أخرى لاحقًا"
       },
-      "doubleClickToEdit": "انقر نقرًا مزدوجًا للتعديل",
+
       "success": {
         "entityUpdated": "تم تحديث العقدة بنجاح",
         "relationUpdated": "تم تحديث العلاقة بنجاح"
diff --git a/lightrag_webui/src/locales/en.json b/lightrag_webui/src/locales/en.json
index 1ea87f5d..02fe6d66 100644
--- a/lightrag_webui/src/locales/en.json
+++ b/lightrag_webui/src/locales/en.json
@@ -33,7 +33,8 @@
     "guestMode": "Login Free"
   },
   "common": {
-    "cancel": "Cancel"
+    "cancel": "Cancel",
+    "save": "Save"
   },
   "documentPanel": {
     "clearDocuments": {
@@ -235,12 +236,14 @@
       "vectorStorage": "Vector Storage"
     },
     "propertiesView": {
+      "editProperty": "Edit {{property}}",
+      "editPropertyDescription": "Edit the property value in the text area below.",
       "errors": {
         "duplicateName": "Node name already exists",
         "updateFailed": "Failed to update node",
         "tryAgainLater": "Please try again later"
       },
-      "doubleClickToEdit": "Double click to edit",
+
       "success": {
         "entityUpdated": "Node updated successfully",
         "relationUpdated": "Relation updated successfully"
diff --git a/lightrag_webui/src/locales/fr.json b/lightrag_webui/src/locales/fr.json
index ed5576ae..08b7b769 100644
--- a/lightrag_webui/src/locales/fr.json
+++ b/lightrag_webui/src/locales/fr.json
@@ -33,7 +33,8 @@
     "guestMode": "Mode sans connexion"
   },
   "common": {
-    "cancel": "Annuler"
+    "cancel": "Annuler",
+    "save": "Sauvegarder"
   },
   "documentPanel": {
     "clearDocuments": {
@@ -236,6 +237,8 @@
       "vectorStorage": "Stockage vectoriel"
     },
     "propertiesView": {
+      "editProperty": "Modifier {{property}}",
+      "editPropertyDescription": "Modifiez la valeur de la propriété dans la zone de texte ci-dessous.",
       "errors": {
         "duplicateName": "Le nom du nœud existe déjà",
         "updateFailed": "Échec de la mise à jour du nœud",
diff --git a/lightrag_webui/src/locales/zh.json b/lightrag_webui/src/locales/zh.json
index 33b86c40..f3e7bf7b 100644
--- a/lightrag_webui/src/locales/zh.json
+++ b/lightrag_webui/src/locales/zh.json
@@ -33,7 +33,8 @@
     "guestMode": "无需登陆"
   },
   "common": {
-    "cancel": "取消"
+    "cancel": "取消",
+    "save": "保存"
   },
   "documentPanel": {
     "clearDocuments": {
@@ -236,12 +237,14 @@
       "vectorStorage": "向量存储"
     },
     "propertiesView": {
+      "editProperty": "编辑{{property}}",
+      "editPropertyDescription": "在下方文本区域编辑属性值。",
       "errors": {
         "duplicateName": "节点名称已存在",
         "updateFailed": "更新节点失败",
         "tryAgainLater": "请稍后重试"
       },
-      "doubleClickToEdit": "双击编辑",
+
       "success": {
         "entityUpdated": "节点更新成功",
         "relationUpdated": "关系更新成功"

From 6dd67748ca4c7b1fd10bbf98d37c05b9dd0bd9a5 Mon Sep 17 00:00:00 2001
From: yangdx <yangdx@znipower.com>
Date: Mon, 14 Apr 2025 00:07:31 +0800
Subject: [PATCH 09/20] Add graph_db_lock to esure consistency across multiple
 processes for node and edge edition jobs

---
 lightrag/lightrag.py | 1143 +++++++++++++++++++++---------------------
 1 file changed, 581 insertions(+), 562 deletions(-)

diff --git a/lightrag/lightrag.py b/lightrag/lightrag.py
index 54a41843..6a10a295 100644
--- a/lightrag/lightrag.py
+++ b/lightrag/lightrag.py
@@ -11,12 +11,18 @@ from functools import partial
 from typing import Any, AsyncIterator, Callable, Iterator, cast, final, Literal
 import pandas as pd
 
+from .kg.shared_storage import get_graph_db_lock
 
 from lightrag.kg import (
     STORAGES,
     verify_storage_implementation,
 )
 
+from lightrag.kg.shared_storage import (
+    get_namespace_data,
+    get_pipeline_status_lock,
+)
+
 from .base import (
     BaseGraphStorage,
     BaseKVStorage,
@@ -779,10 +785,6 @@ class LightRAG:
         3. Process each chunk for entity and relation extraction
         4. Update the document status
         """
-        from lightrag.kg.shared_storage import (
-            get_namespace_data,
-            get_pipeline_status_lock,
-        )
 
         # Get pipeline status shared data and lock
         pipeline_status = await get_namespace_data("pipeline_status")
@@ -1431,19 +1433,21 @@ class LightRAG:
         loop = always_get_an_event_loop()
         return loop.run_until_complete(self.adelete_by_entity(entity_name))
 
-    # TODO: Lock all KG relative DB to esure consistency across multiple processes
     async def adelete_by_entity(self, entity_name: str) -> None:
-        try:
-            await self.entities_vdb.delete_entity(entity_name)
-            await self.relationships_vdb.delete_entity_relation(entity_name)
-            await self.chunk_entity_relation_graph.delete_node(entity_name)
+        graph_db_lock = get_graph_db_lock(enable_logging=False)
+        # Use graph database lock to ensure atomic graph and vector db operations
+        async with graph_db_lock:
+            try:
+                await self.entities_vdb.delete_entity(entity_name)
+                await self.relationships_vdb.delete_entity_relation(entity_name)
+                await self.chunk_entity_relation_graph.delete_node(entity_name)
 
-            logger.info(
-                f"Entity '{entity_name}' and its relationships have been deleted."
-            )
-            await self._delete_by_entity_done()
-        except Exception as e:
-            logger.error(f"Error while deleting entity '{entity_name}': {e}")
+                logger.info(
+                    f"Entity '{entity_name}' and its relationships have been deleted."
+                )
+                await self._delete_by_entity_done()
+            except Exception as e:
+                logger.error(f"Error while deleting entity '{entity_name}': {e}")
 
     async def _delete_by_entity_done(self) -> None:
         await asyncio.gather(
@@ -1469,7 +1473,6 @@ class LightRAG:
             self.adelete_by_relation(source_entity, target_entity)
         )
 
-    # TODO: Lock all KG relative DB to esure consistency across multiple processes
     async def adelete_by_relation(self, source_entity: str, target_entity: str) -> None:
         """Asynchronously delete a relation between two entities.
 
@@ -1477,37 +1480,40 @@ class LightRAG:
             source_entity: Name of the source entity
             target_entity: Name of the target entity
         """
-        try:
-            # TODO: check if has_edge function works on reverse relation
-            # Check if the relation exists
-            edge_exists = await self.chunk_entity_relation_graph.has_edge(
-                source_entity, target_entity
-            )
-            if not edge_exists:
-                logger.warning(
-                    f"Relation from '{source_entity}' to '{target_entity}' does not exist"
+        graph_db_lock = get_graph_db_lock(enable_logging=False)
+        # Use graph database lock to ensure atomic graph and vector db operations
+        async with graph_db_lock:
+            try:
+                # TODO: check if has_edge function works on reverse relation
+                # Check if the relation exists
+                edge_exists = await self.chunk_entity_relation_graph.has_edge(
+                    source_entity, target_entity
                 )
-                return
+                if not edge_exists:
+                    logger.warning(
+                        f"Relation from '{source_entity}' to '{target_entity}' does not exist"
+                    )
+                    return
 
-            # Delete relation from vector database
-            relation_id = compute_mdhash_id(
-                source_entity + target_entity, prefix="rel-"
-            )
-            await self.relationships_vdb.delete([relation_id])
+                # Delete relation from vector database
+                relation_id = compute_mdhash_id(
+                    source_entity + target_entity, prefix="rel-"
+                )
+                await self.relationships_vdb.delete([relation_id])
 
-            # Delete relation from knowledge graph
-            await self.chunk_entity_relation_graph.remove_edges(
-                [(source_entity, target_entity)]
-            )
+                # Delete relation from knowledge graph
+                await self.chunk_entity_relation_graph.remove_edges(
+                    [(source_entity, target_entity)]
+                )
 
-            logger.info(
-                f"Successfully deleted relation from '{source_entity}' to '{target_entity}'"
-            )
-            await self._delete_relation_done()
-        except Exception as e:
-            logger.error(
-                f"Error while deleting relation from '{source_entity}' to '{target_entity}': {e}"
-            )
+                logger.info(
+                    f"Successfully deleted relation from '{source_entity}' to '{target_entity}'"
+                )
+                await self._delete_relation_done()
+            except Exception as e:
+                logger.error(
+                    f"Error while deleting relation from '{source_entity}' to '{target_entity}': {e}"
+                )
 
     async def _delete_relation_done(self) -> None:
         """Callback after relation deletion is complete"""
@@ -1539,7 +1545,8 @@ class LightRAG:
         """
         return await self.doc_status.get_docs_by_status(status)
 
-    # TODO: Lock all KG relative DB to esure consistency across multiple processes
+    # TODO: Deprecated (Deleting documents can cause hallucinations in RAG.)
+    # Document delete is not working properly for most of the storage implementations.
     async def adelete_by_doc_id(self, doc_id: str) -> None:
         """Delete a document and all its related data
 
@@ -1898,7 +1905,6 @@ class LightRAG:
         """Synchronous version of aclear_cache."""
         return always_get_an_event_loop().run_until_complete(self.aclear_cache(modes))
 
-    # TODO: Lock all KG relative DB to esure consistency across multiple processes
     async def aedit_entity(
         self, entity_name: str, updated_data: dict[str, str], allow_rename: bool = True
     ) -> dict[str, Any]:
@@ -1914,169 +1920,172 @@ class LightRAG:
         Returns:
             Dictionary containing updated entity information
         """
-        try:
-            # 1. Get current entity information
-            node_exists = await self.chunk_entity_relation_graph.has_node(entity_name)
-            if not node_exists:
-                raise ValueError(f"Entity '{entity_name}' does not exist")
-            node_data = await self.chunk_entity_relation_graph.get_node(entity_name)
+        graph_db_lock = get_graph_db_lock(enable_logging=False)
+        # Use graph database lock to ensure atomic graph and vector db operations
+        async with graph_db_lock:
+            try:
+                # 1. Get current entity information
+                node_exists = await self.chunk_entity_relation_graph.has_node(entity_name)
+                if not node_exists:
+                    raise ValueError(f"Entity '{entity_name}' does not exist")
+                node_data = await self.chunk_entity_relation_graph.get_node(entity_name)
 
-            # Check if entity is being renamed
-            new_entity_name = updated_data.get("entity_name", entity_name)
-            is_renaming = new_entity_name != entity_name
+                # Check if entity is being renamed
+                new_entity_name = updated_data.get("entity_name", entity_name)
+                is_renaming = new_entity_name != entity_name
 
-            # If renaming, check if new name already exists
-            if is_renaming:
-                if not allow_rename:
-                    raise ValueError(
-                        "Entity renaming is not allowed. Set allow_rename=True to enable this feature"
-                    )
-
-                existing_node = await self.chunk_entity_relation_graph.has_node(
-                    new_entity_name
-                )
-                if existing_node:
-                    raise ValueError(
-                        f"Entity name '{new_entity_name}' already exists, cannot rename"
-                    )
-
-            # 2. Update entity information in the graph
-            new_node_data = {**node_data, **updated_data}
-            new_node_data["entity_id"] = new_entity_name
-
-            if "entity_name" in new_node_data:
-                del new_node_data[
-                    "entity_name"
-                ]  # Node data should not contain entity_name field
-
-            # If renaming entity
-            if is_renaming:
-                logger.info(f"Renaming entity '{entity_name}' to '{new_entity_name}'")
-
-                # Create new entity
-                await self.chunk_entity_relation_graph.upsert_node(
-                    new_entity_name, new_node_data
-                )
-
-                # Store relationships that need to be updated
-                relations_to_update = []
-                relations_to_delete = []
-                # Get all edges related to the original entity
-                edges = await self.chunk_entity_relation_graph.get_node_edges(
-                    entity_name
-                )
-                if edges:
-                    # Recreate edges for the new entity
-                    for source, target in edges:
-                        edge_data = await self.chunk_entity_relation_graph.get_edge(
-                            source, target
+                # If renaming, check if new name already exists
+                if is_renaming:
+                    if not allow_rename:
+                        raise ValueError(
+                            "Entity renaming is not allowed. Set allow_rename=True to enable this feature"
                         )
-                        if edge_data:
-                            relations_to_delete.append(
-                                compute_mdhash_id(source + target, prefix="rel-")
+
+                    existing_node = await self.chunk_entity_relation_graph.has_node(
+                        new_entity_name
+                    )
+                    if existing_node:
+                        raise ValueError(
+                            f"Entity name '{new_entity_name}' already exists, cannot rename"
+                        )
+
+                # 2. Update entity information in the graph
+                new_node_data = {**node_data, **updated_data}
+                new_node_data["entity_id"] = new_entity_name
+
+                if "entity_name" in new_node_data:
+                    del new_node_data[
+                        "entity_name"
+                    ]  # Node data should not contain entity_name field
+
+                # If renaming entity
+                if is_renaming:
+                    logger.info(f"Renaming entity '{entity_name}' to '{new_entity_name}'")
+
+                    # Create new entity
+                    await self.chunk_entity_relation_graph.upsert_node(
+                        new_entity_name, new_node_data
+                    )
+
+                    # Store relationships that need to be updated
+                    relations_to_update = []
+                    relations_to_delete = []
+                    # Get all edges related to the original entity
+                    edges = await self.chunk_entity_relation_graph.get_node_edges(
+                        entity_name
+                    )
+                    if edges:
+                        # Recreate edges for the new entity
+                        for source, target in edges:
+                            edge_data = await self.chunk_entity_relation_graph.get_edge(
+                                source, target
                             )
-                            relations_to_delete.append(
-                                compute_mdhash_id(target + source, prefix="rel-")
-                            )
-                            if source == entity_name:
-                                await self.chunk_entity_relation_graph.upsert_edge(
-                                    new_entity_name, target, edge_data
+                            if edge_data:
+                                relations_to_delete.append(
+                                    compute_mdhash_id(source + target, prefix="rel-")
                                 )
-                                relations_to_update.append(
-                                    (new_entity_name, target, edge_data)
-                                )
-                            else:  # target == entity_name
-                                await self.chunk_entity_relation_graph.upsert_edge(
-                                    source, new_entity_name, edge_data
-                                )
-                                relations_to_update.append(
-                                    (source, new_entity_name, edge_data)
+                                relations_to_delete.append(
+                                    compute_mdhash_id(target + source, prefix="rel-")
                                 )
+                                if source == entity_name:
+                                    await self.chunk_entity_relation_graph.upsert_edge(
+                                        new_entity_name, target, edge_data
+                                    )
+                                    relations_to_update.append(
+                                        (new_entity_name, target, edge_data)
+                                    )
+                                else:  # target == entity_name
+                                    await self.chunk_entity_relation_graph.upsert_edge(
+                                        source, new_entity_name, edge_data
+                                    )
+                                    relations_to_update.append(
+                                        (source, new_entity_name, edge_data)
+                                    )
 
-                # Delete old entity
-                await self.chunk_entity_relation_graph.delete_node(entity_name)
+                    # Delete old entity
+                    await self.chunk_entity_relation_graph.delete_node(entity_name)
 
-                # Delete old entity record from vector database
-                old_entity_id = compute_mdhash_id(entity_name, prefix="ent-")
-                await self.entities_vdb.delete([old_entity_id])
-                logger.info(
-                    f"Deleted old entity '{entity_name}' and its vector embedding from database"
-                )
+                    # Delete old entity record from vector database
+                    old_entity_id = compute_mdhash_id(entity_name, prefix="ent-")
+                    await self.entities_vdb.delete([old_entity_id])
+                    logger.info(
+                        f"Deleted old entity '{entity_name}' and its vector embedding from database"
+                    )
 
-                # Delete old relation records from vector database
-                await self.relationships_vdb.delete(relations_to_delete)
-                logger.info(
-                    f"Deleted {len(relations_to_delete)} relation records for entity '{entity_name}' from vector database"
-                )
+                    # Delete old relation records from vector database
+                    await self.relationships_vdb.delete(relations_to_delete)
+                    logger.info(
+                        f"Deleted {len(relations_to_delete)} relation records for entity '{entity_name}' from vector database"
+                    )
 
-                # Update relationship vector representations
-                for src, tgt, edge_data in relations_to_update:
-                    description = edge_data.get("description", "")
-                    keywords = edge_data.get("keywords", "")
-                    source_id = edge_data.get("source_id", "")
-                    weight = float(edge_data.get("weight", 1.0))
+                    # Update relationship vector representations
+                    for src, tgt, edge_data in relations_to_update:
+                        description = edge_data.get("description", "")
+                        keywords = edge_data.get("keywords", "")
+                        source_id = edge_data.get("source_id", "")
+                        weight = float(edge_data.get("weight", 1.0))
 
-                    # Create new content for embedding
-                    content = f"{src}\t{tgt}\n{keywords}\n{description}"
+                        # Create new content for embedding
+                        content = f"{src}\t{tgt}\n{keywords}\n{description}"
 
-                    # Calculate relationship ID
-                    relation_id = compute_mdhash_id(src + tgt, prefix="rel-")
+                        # Calculate relationship ID
+                        relation_id = compute_mdhash_id(src + tgt, prefix="rel-")
 
-                    # Prepare data for vector database update
-                    relation_data = {
-                        relation_id: {
-                            "content": content,
-                            "src_id": src,
-                            "tgt_id": tgt,
-                            "source_id": source_id,
-                            "description": description,
-                            "keywords": keywords,
-                            "weight": weight,
+                        # Prepare data for vector database update
+                        relation_data = {
+                            relation_id: {
+                                "content": content,
+                                "src_id": src,
+                                "tgt_id": tgt,
+                                "source_id": source_id,
+                                "description": description,
+                                "keywords": keywords,
+                                "weight": weight,
+                            }
                         }
+
+                        # Update vector database
+                        await self.relationships_vdb.upsert(relation_data)
+
+                    # Update working entity name to new name
+                    entity_name = new_entity_name
+                else:
+                    # If not renaming, directly update node data
+                    await self.chunk_entity_relation_graph.upsert_node(
+                        entity_name, new_node_data
+                    )
+
+                # 3. Recalculate entity's vector representation and update vector database
+                description = new_node_data.get("description", "")
+                source_id = new_node_data.get("source_id", "")
+                entity_type = new_node_data.get("entity_type", "")
+                content = entity_name + "\n" + description
+
+                # Calculate entity ID
+                entity_id = compute_mdhash_id(entity_name, prefix="ent-")
+
+                # Prepare data for vector database update
+                entity_data = {
+                    entity_id: {
+                        "content": content,
+                        "entity_name": entity_name,
+                        "source_id": source_id,
+                        "description": description,
+                        "entity_type": entity_type,
                     }
-
-                    # Update vector database
-                    await self.relationships_vdb.upsert(relation_data)
-
-                # Update working entity name to new name
-                entity_name = new_entity_name
-            else:
-                # If not renaming, directly update node data
-                await self.chunk_entity_relation_graph.upsert_node(
-                    entity_name, new_node_data
-                )
-
-            # 3. Recalculate entity's vector representation and update vector database
-            description = new_node_data.get("description", "")
-            source_id = new_node_data.get("source_id", "")
-            entity_type = new_node_data.get("entity_type", "")
-            content = entity_name + "\n" + description
-
-            # Calculate entity ID
-            entity_id = compute_mdhash_id(entity_name, prefix="ent-")
-
-            # Prepare data for vector database update
-            entity_data = {
-                entity_id: {
-                    "content": content,
-                    "entity_name": entity_name,
-                    "source_id": source_id,
-                    "description": description,
-                    "entity_type": entity_type,
                 }
-            }
 
-            # Update vector database
-            await self.entities_vdb.upsert(entity_data)
+                # Update vector database
+                await self.entities_vdb.upsert(entity_data)
 
-            # 4. Save changes
-            await self._edit_entity_done()
+                # 4. Save changes
+                await self._edit_entity_done()
 
-            logger.info(f"Entity '{entity_name}' successfully updated")
-            return await self.get_entity_info(entity_name, include_vector_data=True)
-        except Exception as e:
-            logger.error(f"Error while editing entity '{entity_name}': {e}")
-            raise
+                logger.info(f"Entity '{entity_name}' successfully updated")
+                return await self.get_entity_info(entity_name, include_vector_data=True)
+            except Exception as e:
+                logger.error(f"Error while editing entity '{entity_name}': {e}")
+                raise
 
     def edit_entity(
         self, entity_name: str, updated_data: dict[str, str], allow_rename: bool = True
@@ -2111,7 +2120,6 @@ class LightRAG:
             ]
         )
 
-    # TODO: Lock all KG relative DB to esure consistency across multiple processes
     async def aedit_relation(
         self, source_entity: str, target_entity: str, updated_data: dict[str, Any]
     ) -> dict[str, Any]:
@@ -2127,77 +2135,80 @@ class LightRAG:
         Returns:
             Dictionary containing updated relation information
         """
-        try:
-            # 1. Get current relation information
-            edge_exists = await self.chunk_entity_relation_graph.has_edge(
-                source_entity, target_entity
-            )
-            if not edge_exists:
-                raise ValueError(
-                    f"Relation from '{source_entity}' to '{target_entity}' does not exist"
+        graph_db_lock = get_graph_db_lock(enable_logging=False)
+        # Use graph database lock to ensure atomic graph and vector db operations
+        async with graph_db_lock:
+            try:
+                # 1. Get current relation information
+                edge_exists = await self.chunk_entity_relation_graph.has_edge(
+                    source_entity, target_entity
+                )
+                if not edge_exists:
+                    raise ValueError(
+                        f"Relation from '{source_entity}' to '{target_entity}' does not exist"
+                    )
+                edge_data = await self.chunk_entity_relation_graph.get_edge(
+                    source_entity, target_entity
+                )
+                # Important: First delete the old relation record from the vector database
+                old_relation_id = compute_mdhash_id(
+                    source_entity + target_entity, prefix="rel-"
+                )
+                await self.relationships_vdb.delete([old_relation_id])
+                logger.info(
+                    f"Deleted old relation record from vector database for relation {source_entity} -> {target_entity}"
                 )
-            edge_data = await self.chunk_entity_relation_graph.get_edge(
-                source_entity, target_entity
-            )
-            # Important: First delete the old relation record from the vector database
-            old_relation_id = compute_mdhash_id(
-                source_entity + target_entity, prefix="rel-"
-            )
-            await self.relationships_vdb.delete([old_relation_id])
-            logger.info(
-                f"Deleted old relation record from vector database for relation {source_entity} -> {target_entity}"
-            )
 
-            # 2. Update relation information in the graph
-            new_edge_data = {**edge_data, **updated_data}
-            await self.chunk_entity_relation_graph.upsert_edge(
-                source_entity, target_entity, new_edge_data
-            )
+                # 2. Update relation information in the graph
+                new_edge_data = {**edge_data, **updated_data}
+                await self.chunk_entity_relation_graph.upsert_edge(
+                    source_entity, target_entity, new_edge_data
+                )
 
-            # 3. Recalculate relation's vector representation and update vector database
-            description = new_edge_data.get("description", "")
-            keywords = new_edge_data.get("keywords", "")
-            source_id = new_edge_data.get("source_id", "")
-            weight = float(new_edge_data.get("weight", 1.0))
+                # 3. Recalculate relation's vector representation and update vector database
+                description = new_edge_data.get("description", "")
+                keywords = new_edge_data.get("keywords", "")
+                source_id = new_edge_data.get("source_id", "")
+                weight = float(new_edge_data.get("weight", 1.0))
 
-            # Create content for embedding
-            content = f"{source_entity}\t{target_entity}\n{keywords}\n{description}"
+                # Create content for embedding
+                content = f"{source_entity}\t{target_entity}\n{keywords}\n{description}"
 
-            # Calculate relation ID
-            relation_id = compute_mdhash_id(
-                source_entity + target_entity, prefix="rel-"
-            )
+                # Calculate relation ID
+                relation_id = compute_mdhash_id(
+                    source_entity + target_entity, prefix="rel-"
+                )
 
-            # Prepare data for vector database update
-            relation_data = {
-                relation_id: {
-                    "content": content,
-                    "src_id": source_entity,
-                    "tgt_id": target_entity,
-                    "source_id": source_id,
-                    "description": description,
-                    "keywords": keywords,
-                    "weight": weight,
+                # Prepare data for vector database update
+                relation_data = {
+                    relation_id: {
+                        "content": content,
+                        "src_id": source_entity,
+                        "tgt_id": target_entity,
+                        "source_id": source_id,
+                        "description": description,
+                        "keywords": keywords,
+                        "weight": weight,
+                    }
                 }
-            }
 
-            # Update vector database
-            await self.relationships_vdb.upsert(relation_data)
+                # Update vector database
+                await self.relationships_vdb.upsert(relation_data)
 
-            # 4. Save changes
-            await self._edit_relation_done()
+                # 4. Save changes
+                await self._edit_relation_done()
 
-            logger.info(
-                f"Relation from '{source_entity}' to '{target_entity}' successfully updated"
-            )
-            return await self.get_relation_info(
-                source_entity, target_entity, include_vector_data=True
-            )
-        except Exception as e:
-            logger.error(
-                f"Error while editing relation from '{source_entity}' to '{target_entity}': {e}"
-            )
-            raise
+                logger.info(
+                    f"Relation from '{source_entity}' to '{target_entity}' successfully updated"
+                )
+                return await self.get_relation_info(
+                    source_entity, target_entity, include_vector_data=True
+                )
+            except Exception as e:
+                logger.error(
+                    f"Error while editing relation from '{source_entity}' to '{target_entity}': {e}"
+                )
+                raise
 
     def edit_relation(
         self, source_entity: str, target_entity: str, updated_data: dict[str, Any]
@@ -2245,54 +2256,57 @@ class LightRAG:
         Returns:
             Dictionary containing created entity information
         """
-        try:
-            # Check if entity already exists
-            existing_node = await self.chunk_entity_relation_graph.has_node(entity_name)
-            if existing_node:
-                raise ValueError(f"Entity '{entity_name}' already exists")
+        graph_db_lock = get_graph_db_lock(enable_logging=False)
+        # Use graph database lock to ensure atomic graph and vector db operations
+        async with graph_db_lock:
+            try:
+                # Check if entity already exists
+                existing_node = await self.chunk_entity_relation_graph.has_node(entity_name)
+                if existing_node:
+                    raise ValueError(f"Entity '{entity_name}' already exists")
 
-            # Prepare node data with defaults if missing
-            node_data = {
-                "entity_id": entity_name,
-                "entity_type": entity_data.get("entity_type", "UNKNOWN"),
-                "description": entity_data.get("description", ""),
-                "source_id": entity_data.get("source_id", "manual"),
-            }
-
-            # Add entity to knowledge graph
-            await self.chunk_entity_relation_graph.upsert_node(entity_name, node_data)
-
-            # Prepare content for entity
-            description = node_data.get("description", "")
-            source_id = node_data.get("source_id", "")
-            entity_type = node_data.get("entity_type", "")
-            content = entity_name + "\n" + description
-
-            # Calculate entity ID
-            entity_id = compute_mdhash_id(entity_name, prefix="ent-")
-
-            # Prepare data for vector database update
-            entity_data_for_vdb = {
-                entity_id: {
-                    "content": content,
-                    "entity_name": entity_name,
-                    "source_id": source_id,
-                    "description": description,
-                    "entity_type": entity_type,
+                # Prepare node data with defaults if missing
+                node_data = {
+                    "entity_id": entity_name,
+                    "entity_type": entity_data.get("entity_type", "UNKNOWN"),
+                    "description": entity_data.get("description", ""),
+                    "source_id": entity_data.get("source_id", "manual"),
                 }
-            }
 
-            # Update vector database
-            await self.entities_vdb.upsert(entity_data_for_vdb)
+                # Add entity to knowledge graph
+                await self.chunk_entity_relation_graph.upsert_node(entity_name, node_data)
 
-            # Save changes
-            await self._edit_entity_done()
+                # Prepare content for entity
+                description = node_data.get("description", "")
+                source_id = node_data.get("source_id", "")
+                entity_type = node_data.get("entity_type", "")
+                content = entity_name + "\n" + description
 
-            logger.info(f"Entity '{entity_name}' successfully created")
-            return await self.get_entity_info(entity_name, include_vector_data=True)
-        except Exception as e:
-            logger.error(f"Error while creating entity '{entity_name}': {e}")
-            raise
+                # Calculate entity ID
+                entity_id = compute_mdhash_id(entity_name, prefix="ent-")
+
+                # Prepare data for vector database update
+                entity_data_for_vdb = {
+                    entity_id: {
+                        "content": content,
+                        "entity_name": entity_name,
+                        "source_id": source_id,
+                        "description": description,
+                        "entity_type": entity_type,
+                    }
+                }
+
+                # Update vector database
+                await self.entities_vdb.upsert(entity_data_for_vdb)
+
+                # Save changes
+                await self._edit_entity_done()
+
+                logger.info(f"Entity '{entity_name}' successfully created")
+                return await self.get_entity_info(entity_name, include_vector_data=True)
+            except Exception as e:
+                logger.error(f"Error while creating entity '{entity_name}': {e}")
+                raise
 
     def create_entity(
         self, entity_name: str, entity_data: dict[str, Any]
@@ -2325,86 +2339,89 @@ class LightRAG:
         Returns:
             Dictionary containing created relation information
         """
-        try:
-            # Check if both entities exist
-            source_exists = await self.chunk_entity_relation_graph.has_node(
-                source_entity
-            )
-            target_exists = await self.chunk_entity_relation_graph.has_node(
-                target_entity
-            )
-
-            if not source_exists:
-                raise ValueError(f"Source entity '{source_entity}' does not exist")
-            if not target_exists:
-                raise ValueError(f"Target entity '{target_entity}' does not exist")
-
-            # Check if relation already exists
-            existing_edge = await self.chunk_entity_relation_graph.has_edge(
-                source_entity, target_entity
-            )
-            if existing_edge:
-                raise ValueError(
-                    f"Relation from '{source_entity}' to '{target_entity}' already exists"
+        graph_db_lock = get_graph_db_lock(enable_logging=False)
+        # Use graph database lock to ensure atomic graph and vector db operations
+        async with graph_db_lock:
+            try:
+                # Check if both entities exist
+                source_exists = await self.chunk_entity_relation_graph.has_node(
+                    source_entity
+                )
+                target_exists = await self.chunk_entity_relation_graph.has_node(
+                    target_entity
                 )
 
-            # Prepare edge data with defaults if missing
-            edge_data = {
-                "description": relation_data.get("description", ""),
-                "keywords": relation_data.get("keywords", ""),
-                "source_id": relation_data.get("source_id", "manual"),
-                "weight": float(relation_data.get("weight", 1.0)),
-            }
+                if not source_exists:
+                    raise ValueError(f"Source entity '{source_entity}' does not exist")
+                if not target_exists:
+                    raise ValueError(f"Target entity '{target_entity}' does not exist")
 
-            # Add relation to knowledge graph
-            await self.chunk_entity_relation_graph.upsert_edge(
-                source_entity, target_entity, edge_data
-            )
+                # Check if relation already exists
+                existing_edge = await self.chunk_entity_relation_graph.has_edge(
+                    source_entity, target_entity
+                )
+                if existing_edge:
+                    raise ValueError(
+                        f"Relation from '{source_entity}' to '{target_entity}' already exists"
+                    )
 
-            # Prepare content for embedding
-            description = edge_data.get("description", "")
-            keywords = edge_data.get("keywords", "")
-            source_id = edge_data.get("source_id", "")
-            weight = edge_data.get("weight", 1.0)
-
-            # Create content for embedding
-            content = f"{keywords}\t{source_entity}\n{target_entity}\n{description}"
-
-            # Calculate relation ID
-            relation_id = compute_mdhash_id(
-                source_entity + target_entity, prefix="rel-"
-            )
-
-            # Prepare data for vector database update
-            relation_data_for_vdb = {
-                relation_id: {
-                    "content": content,
-                    "src_id": source_entity,
-                    "tgt_id": target_entity,
-                    "source_id": source_id,
-                    "description": description,
-                    "keywords": keywords,
-                    "weight": weight,
+                # Prepare edge data with defaults if missing
+                edge_data = {
+                    "description": relation_data.get("description", ""),
+                    "keywords": relation_data.get("keywords", ""),
+                    "source_id": relation_data.get("source_id", "manual"),
+                    "weight": float(relation_data.get("weight", 1.0)),
                 }
-            }
 
-            # Update vector database
-            await self.relationships_vdb.upsert(relation_data_for_vdb)
+                # Add relation to knowledge graph
+                await self.chunk_entity_relation_graph.upsert_edge(
+                    source_entity, target_entity, edge_data
+                )
 
-            # Save changes
-            await self._edit_relation_done()
+                # Prepare content for embedding
+                description = edge_data.get("description", "")
+                keywords = edge_data.get("keywords", "")
+                source_id = edge_data.get("source_id", "")
+                weight = edge_data.get("weight", 1.0)
 
-            logger.info(
-                f"Relation from '{source_entity}' to '{target_entity}' successfully created"
-            )
-            return await self.get_relation_info(
-                source_entity, target_entity, include_vector_data=True
-            )
-        except Exception as e:
-            logger.error(
-                f"Error while creating relation from '{source_entity}' to '{target_entity}': {e}"
-            )
-            raise
+                # Create content for embedding
+                content = f"{keywords}\t{source_entity}\n{target_entity}\n{description}"
+
+                # Calculate relation ID
+                relation_id = compute_mdhash_id(
+                    source_entity + target_entity, prefix="rel-"
+                )
+
+                # Prepare data for vector database update
+                relation_data_for_vdb = {
+                    relation_id: {
+                        "content": content,
+                        "src_id": source_entity,
+                        "tgt_id": target_entity,
+                        "source_id": source_id,
+                        "description": description,
+                        "keywords": keywords,
+                        "weight": weight,
+                    }
+                }
+
+                # Update vector database
+                await self.relationships_vdb.upsert(relation_data_for_vdb)
+
+                # Save changes
+                await self._edit_relation_done()
+
+                logger.info(
+                    f"Relation from '{source_entity}' to '{target_entity}' successfully created"
+                )
+                return await self.get_relation_info(
+                    source_entity, target_entity, include_vector_data=True
+                )
+            except Exception as e:
+                logger.error(
+                    f"Error while creating relation from '{source_entity}' to '{target_entity}': {e}"
+                )
+                raise
 
     def create_relation(
         self, source_entity: str, target_entity: str, relation_data: dict[str, Any]
@@ -2426,7 +2443,6 @@ class LightRAG:
             self.acreate_relation(source_entity, target_entity, relation_data)
         )
 
-    # TODO: Lock all KG relative DB to esure consistency across multiple processes
     async def amerge_entities(
         self,
         source_entities: list[str],
@@ -2454,221 +2470,224 @@ class LightRAG:
         Returns:
             Dictionary containing the merged entity information
         """
-        try:
-            # Default merge strategy
-            default_strategy = {
-                "description": "concatenate",
-                "entity_type": "keep_first",
-                "source_id": "join_unique",
-            }
-
-            merge_strategy = (
-                default_strategy
-                if merge_strategy is None
-                else {**default_strategy, **merge_strategy}
-            )
-            target_entity_data = (
-                {} if target_entity_data is None else target_entity_data
-            )
-
-            # 1. Check if all source entities exist
-            source_entities_data = {}
-            for entity_name in source_entities:
-                node_exists = await self.chunk_entity_relation_graph.has_node(
-                    entity_name
-                )
-                if not node_exists:
-                    raise ValueError(f"Source entity '{entity_name}' does not exist")
-                node_data = await self.chunk_entity_relation_graph.get_node(entity_name)
-                source_entities_data[entity_name] = node_data
-
-            # 2. Check if target entity exists and get its data if it does
-            target_exists = await self.chunk_entity_relation_graph.has_node(
-                target_entity
-            )
-            existing_target_entity_data = {}
-            if target_exists:
-                existing_target_entity_data = (
-                    await self.chunk_entity_relation_graph.get_node(target_entity)
-                )
-                logger.info(
-                    f"Target entity '{target_entity}' already exists, will merge data"
-                )
-
-            # 3. Merge entity data
-            merged_entity_data = self._merge_entity_attributes(
-                list(source_entities_data.values())
-                + ([existing_target_entity_data] if target_exists else []),
-                merge_strategy,
-            )
-
-            # Apply any explicitly provided target entity data (overrides merged data)
-            for key, value in target_entity_data.items():
-                merged_entity_data[key] = value
-
-            # 4. Get all relationships of the source entities
-            all_relations = []
-            for entity_name in source_entities:
-                # Get all relationships of the source entities
-                edges = await self.chunk_entity_relation_graph.get_node_edges(
-                    entity_name
-                )
-                if edges:
-                    for src, tgt in edges:
-                        # Ensure src is the current entity
-                        if src == entity_name:
-                            edge_data = await self.chunk_entity_relation_graph.get_edge(
-                                src, tgt
-                            )
-                            all_relations.append((src, tgt, edge_data))
-
-            # 5. Create or update the target entity
-            merged_entity_data["entity_id"] = target_entity
-            if not target_exists:
-                await self.chunk_entity_relation_graph.upsert_node(
-                    target_entity, merged_entity_data
-                )
-                logger.info(f"Created new target entity '{target_entity}'")
-            else:
-                await self.chunk_entity_relation_graph.upsert_node(
-                    target_entity, merged_entity_data
-                )
-                logger.info(f"Updated existing target entity '{target_entity}'")
-
-            # 6. Recreate all relationships, pointing to the target entity
-            relation_updates = {}  # Track relationships that need to be merged
-            relations_to_delete = []
-
-            for src, tgt, edge_data in all_relations:
-                relations_to_delete.append(compute_mdhash_id(src + tgt, prefix="rel-"))
-                relations_to_delete.append(compute_mdhash_id(tgt + src, prefix="rel-"))
-                new_src = target_entity if src in source_entities else src
-                new_tgt = target_entity if tgt in source_entities else tgt
-
-                # Skip relationships between source entities to avoid self-loops
-                if new_src == new_tgt:
-                    logger.info(
-                        f"Skipping relationship between source entities: {src} -> {tgt} to avoid self-loop"
-                    )
-                    continue
-
-                # Check if the same relationship already exists
-                relation_key = f"{new_src}|{new_tgt}"
-                if relation_key in relation_updates:
-                    # Merge relationship data
-                    existing_data = relation_updates[relation_key]["data"]
-                    merged_relation = self._merge_relation_attributes(
-                        [existing_data, edge_data],
-                        {
-                            "description": "concatenate",
-                            "keywords": "join_unique",
-                            "source_id": "join_unique",
-                            "weight": "max",
-                        },
-                    )
-                    relation_updates[relation_key]["data"] = merged_relation
-                    logger.info(
-                        f"Merged duplicate relationship: {new_src} -> {new_tgt}"
-                    )
-                else:
-                    relation_updates[relation_key] = {
-                        "src": new_src,
-                        "tgt": new_tgt,
-                        "data": edge_data.copy(),
-                    }
-
-            # Apply relationship updates
-            for rel_data in relation_updates.values():
-                await self.chunk_entity_relation_graph.upsert_edge(
-                    rel_data["src"], rel_data["tgt"], rel_data["data"]
-                )
-                logger.info(
-                    f"Created or updated relationship: {rel_data['src']} -> {rel_data['tgt']}"
-                )
-
-                # Delete relationships records from vector database
-                await self.relationships_vdb.delete(relations_to_delete)
-                logger.info(
-                    f"Deleted {len(relations_to_delete)} relation records for entity '{entity_name}' from vector database"
-                )
-
-            # 7. Update entity vector representation
-            description = merged_entity_data.get("description", "")
-            source_id = merged_entity_data.get("source_id", "")
-            entity_type = merged_entity_data.get("entity_type", "")
-            content = target_entity + "\n" + description
-
-            entity_id = compute_mdhash_id(target_entity, prefix="ent-")
-            entity_data_for_vdb = {
-                entity_id: {
-                    "content": content,
-                    "entity_name": target_entity,
-                    "source_id": source_id,
-                    "description": description,
-                    "entity_type": entity_type,
+        graph_db_lock = get_graph_db_lock(enable_logging=False)
+        # Use graph database lock to ensure atomic graph and vector db operations
+        async with graph_db_lock:
+            try:
+                # Default merge strategy
+                default_strategy = {
+                    "description": "concatenate",
+                    "entity_type": "keep_first",
+                    "source_id": "join_unique",
                 }
-            }
 
-            await self.entities_vdb.upsert(entity_data_for_vdb)
+                merge_strategy = (
+                    default_strategy
+                    if merge_strategy is None
+                    else {**default_strategy, **merge_strategy}
+                )
+                target_entity_data = (
+                    {} if target_entity_data is None else target_entity_data
+                )
 
-            # 8. Update relationship vector representations
-            for rel_data in relation_updates.values():
-                src = rel_data["src"]
-                tgt = rel_data["tgt"]
-                edge_data = rel_data["data"]
+                # 1. Check if all source entities exist
+                source_entities_data = {}
+                for entity_name in source_entities:
+                    node_exists = await self.chunk_entity_relation_graph.has_node(
+                        entity_name
+                    )
+                    if not node_exists:
+                        raise ValueError(f"Source entity '{entity_name}' does not exist")
+                    node_data = await self.chunk_entity_relation_graph.get_node(entity_name)
+                    source_entities_data[entity_name] = node_data
 
-                description = edge_data.get("description", "")
-                keywords = edge_data.get("keywords", "")
-                source_id = edge_data.get("source_id", "")
-                weight = float(edge_data.get("weight", 1.0))
+                # 2. Check if target entity exists and get its data if it does
+                target_exists = await self.chunk_entity_relation_graph.has_node(
+                    target_entity
+                )
+                existing_target_entity_data = {}
+                if target_exists:
+                    existing_target_entity_data = (
+                        await self.chunk_entity_relation_graph.get_node(target_entity)
+                    )
+                    logger.info(
+                        f"Target entity '{target_entity}' already exists, will merge data"
+                    )
 
-                content = f"{keywords}\t{src}\n{tgt}\n{description}"
-                relation_id = compute_mdhash_id(src + tgt, prefix="rel-")
+                # 3. Merge entity data
+                merged_entity_data = self._merge_entity_attributes(
+                    list(source_entities_data.values())
+                    + ([existing_target_entity_data] if target_exists else []),
+                    merge_strategy,
+                )
 
-                relation_data_for_vdb = {
-                    relation_id: {
+                # Apply any explicitly provided target entity data (overrides merged data)
+                for key, value in target_entity_data.items():
+                    merged_entity_data[key] = value
+
+                # 4. Get all relationships of the source entities
+                all_relations = []
+                for entity_name in source_entities:
+                    # Get all relationships of the source entities
+                    edges = await self.chunk_entity_relation_graph.get_node_edges(
+                        entity_name
+                    )
+                    if edges:
+                        for src, tgt in edges:
+                            # Ensure src is the current entity
+                            if src == entity_name:
+                                edge_data = await self.chunk_entity_relation_graph.get_edge(
+                                    src, tgt
+                                )
+                                all_relations.append((src, tgt, edge_data))
+
+                # 5. Create or update the target entity
+                merged_entity_data["entity_id"] = target_entity
+                if not target_exists:
+                    await self.chunk_entity_relation_graph.upsert_node(
+                        target_entity, merged_entity_data
+                    )
+                    logger.info(f"Created new target entity '{target_entity}'")
+                else:
+                    await self.chunk_entity_relation_graph.upsert_node(
+                        target_entity, merged_entity_data
+                    )
+                    logger.info(f"Updated existing target entity '{target_entity}'")
+
+                # 6. Recreate all relationships, pointing to the target entity
+                relation_updates = {}  # Track relationships that need to be merged
+                relations_to_delete = []
+
+                for src, tgt, edge_data in all_relations:
+                    relations_to_delete.append(compute_mdhash_id(src + tgt, prefix="rel-"))
+                    relations_to_delete.append(compute_mdhash_id(tgt + src, prefix="rel-"))
+                    new_src = target_entity if src in source_entities else src
+                    new_tgt = target_entity if tgt in source_entities else tgt
+
+                    # Skip relationships between source entities to avoid self-loops
+                    if new_src == new_tgt:
+                        logger.info(
+                            f"Skipping relationship between source entities: {src} -> {tgt} to avoid self-loop"
+                        )
+                        continue
+
+                    # Check if the same relationship already exists
+                    relation_key = f"{new_src}|{new_tgt}"
+                    if relation_key in relation_updates:
+                        # Merge relationship data
+                        existing_data = relation_updates[relation_key]["data"]
+                        merged_relation = self._merge_relation_attributes(
+                            [existing_data, edge_data],
+                            {
+                                "description": "concatenate",
+                                "keywords": "join_unique",
+                                "source_id": "join_unique",
+                                "weight": "max",
+                            },
+                        )
+                        relation_updates[relation_key]["data"] = merged_relation
+                        logger.info(
+                            f"Merged duplicate relationship: {new_src} -> {new_tgt}"
+                        )
+                    else:
+                        relation_updates[relation_key] = {
+                            "src": new_src,
+                            "tgt": new_tgt,
+                            "data": edge_data.copy(),
+                        }
+
+                # Apply relationship updates
+                for rel_data in relation_updates.values():
+                    await self.chunk_entity_relation_graph.upsert_edge(
+                        rel_data["src"], rel_data["tgt"], rel_data["data"]
+                    )
+                    logger.info(
+                        f"Created or updated relationship: {rel_data['src']} -> {rel_data['tgt']}"
+                    )
+
+                    # Delete relationships records from vector database
+                    await self.relationships_vdb.delete(relations_to_delete)
+                    logger.info(
+                        f"Deleted {len(relations_to_delete)} relation records for entity '{entity_name}' from vector database"
+                    )
+
+                # 7. Update entity vector representation
+                description = merged_entity_data.get("description", "")
+                source_id = merged_entity_data.get("source_id", "")
+                entity_type = merged_entity_data.get("entity_type", "")
+                content = target_entity + "\n" + description
+
+                entity_id = compute_mdhash_id(target_entity, prefix="ent-")
+                entity_data_for_vdb = {
+                    entity_id: {
                         "content": content,
-                        "src_id": src,
-                        "tgt_id": tgt,
+                        "entity_name": target_entity,
                         "source_id": source_id,
                         "description": description,
-                        "keywords": keywords,
-                        "weight": weight,
+                        "entity_type": entity_type,
                     }
                 }
 
-                await self.relationships_vdb.upsert(relation_data_for_vdb)
+                await self.entities_vdb.upsert(entity_data_for_vdb)
+
+                # 8. Update relationship vector representations
+                for rel_data in relation_updates.values():
+                    src = rel_data["src"]
+                    tgt = rel_data["tgt"]
+                    edge_data = rel_data["data"]
+
+                    description = edge_data.get("description", "")
+                    keywords = edge_data.get("keywords", "")
+                    source_id = edge_data.get("source_id", "")
+                    weight = float(edge_data.get("weight", 1.0))
+
+                    content = f"{keywords}\t{src}\n{tgt}\n{description}"
+                    relation_id = compute_mdhash_id(src + tgt, prefix="rel-")
+
+                    relation_data_for_vdb = {
+                        relation_id: {
+                            "content": content,
+                            "src_id": src,
+                            "tgt_id": tgt,
+                            "source_id": source_id,
+                            "description": description,
+                            "keywords": keywords,
+                            "weight": weight,
+                        }
+                    }
+
+                    await self.relationships_vdb.upsert(relation_data_for_vdb)
+
+                # 9. Delete source entities
+                for entity_name in source_entities:
+                    if entity_name == target_entity:
+                        logger.info(
+                            f"Skipping deletion of '{entity_name}' as it's also the target entity"
+                        )
+                        continue
+
+                    # Delete entity node from knowledge graph
+                    await self.chunk_entity_relation_graph.delete_node(entity_name)
+
+                    # Delete entity record from vector database
+                    entity_id = compute_mdhash_id(entity_name, prefix="ent-")
+                    await self.entities_vdb.delete([entity_id])
 
-            # 9. Delete source entities
-            for entity_name in source_entities:
-                if entity_name == target_entity:
                     logger.info(
-                        f"Skipping deletion of '{entity_name}' as it's also the target entity"
+                        f"Deleted source entity '{entity_name}' and its vector embedding from database"
                     )
-                    continue
 
-                # Delete entity node from knowledge graph
-                await self.chunk_entity_relation_graph.delete_node(entity_name)
-
-                # Delete entity record from vector database
-                entity_id = compute_mdhash_id(entity_name, prefix="ent-")
-                await self.entities_vdb.delete([entity_id])
+                # 10. Save changes
+                await self._merge_entities_done()
 
                 logger.info(
-                    f"Deleted source entity '{entity_name}' and its vector embedding from database"
+                    f"Successfully merged {len(source_entities)} entities into '{target_entity}'"
                 )
+                return await self.get_entity_info(target_entity, include_vector_data=True)
 
-            # 10. Save changes
-            await self._merge_entities_done()
-
-            logger.info(
-                f"Successfully merged {len(source_entities)} entities into '{target_entity}'"
-            )
-            return await self.get_entity_info(target_entity, include_vector_data=True)
-
-        except Exception as e:
-            logger.error(f"Error merging entities: {e}")
-            raise
+            except Exception as e:
+                logger.error(f"Error merging entities: {e}")
+                raise
 
     async def aexport_data(
         self,

From 89d1e68d978fcade14a67caf10a6cc7d31396e14 Mon Sep 17 00:00:00 2001
From: yangdx <yangdx@znipower.com>
Date: Mon, 14 Apr 2025 03:06:23 +0800
Subject: [PATCH 10/20] Move graph edit function implemention to a
 utils_graph.py to educe the size of lightray.py

---
 lightrag/lightrag.py    | 1441 +++++----------------------------------
 lightrag/utils.py       |  359 ++++++++++
 lightrag/utils_graph.py | 1031 ++++++++++++++++++++++++++++
 3 files changed, 1561 insertions(+), 1270 deletions(-)
 create mode 100644 lightrag/utils_graph.py

diff --git a/lightrag/lightrag.py b/lightrag/lightrag.py
index 6a10a295..f83f9dbb 100644
--- a/lightrag/lightrag.py
+++ b/lightrag/lightrag.py
@@ -3,15 +3,11 @@ from __future__ import annotations
 import asyncio
 import configparser
 import os
-import csv
 import warnings
 from dataclasses import asdict, dataclass, field
 from datetime import datetime
 from functools import partial
 from typing import Any, AsyncIterator, Callable, Iterator, cast, final, Literal
-import pandas as pd
-
-from .kg.shared_storage import get_graph_db_lock
 
 from lightrag.kg import (
     STORAGES,
@@ -1429,111 +1425,60 @@ class LightRAG:
     async def _query_done(self):
         await self.llm_response_cache.index_done_callback()
 
-    def delete_by_entity(self, entity_name: str) -> None:
-        loop = always_get_an_event_loop()
-        return loop.run_until_complete(self.adelete_by_entity(entity_name))
 
-    async def adelete_by_entity(self, entity_name: str) -> None:
-        graph_db_lock = get_graph_db_lock(enable_logging=False)
-        # Use graph database lock to ensure atomic graph and vector db operations
-        async with graph_db_lock:
-            try:
-                await self.entities_vdb.delete_entity(entity_name)
-                await self.relationships_vdb.delete_entity_relation(entity_name)
-                await self.chunk_entity_relation_graph.delete_node(entity_name)
-
-                logger.info(
-                    f"Entity '{entity_name}' and its relationships have been deleted."
-                )
-                await self._delete_by_entity_done()
-            except Exception as e:
-                logger.error(f"Error while deleting entity '{entity_name}': {e}")
-
-    async def _delete_by_entity_done(self) -> None:
-        await asyncio.gather(
-            *[
-                cast(StorageNameSpace, storage_inst).index_done_callback()
-                for storage_inst in [  # type: ignore
-                    self.entities_vdb,
-                    self.relationships_vdb,
-                    self.chunk_entity_relation_graph,
-                ]
-            ]
-        )
-
-    def delete_by_relation(self, source_entity: str, target_entity: str) -> None:
-        """Synchronously delete a relation between two entities.
+    async def aclear_cache(self, modes: list[str] | None = None) -> None:
+        """Clear cache data from the LLM response cache storage.
 
         Args:
-            source_entity: Name of the source entity
-            target_entity: Name of the target entity
+            modes (list[str] | None): Modes of cache to clear. Options: ["default", "naive", "local", "global", "hybrid", "mix"].
+                             "default" represents extraction cache.
+                             If None, clears all cache.
+
+        Example:
+            # Clear all cache
+            await rag.aclear_cache()
+
+            # Clear local mode cache
+            await rag.aclear_cache(modes=["local"])
+
+            # Clear extraction cache
+            await rag.aclear_cache(modes=["default"])
         """
-        loop = always_get_an_event_loop()
-        return loop.run_until_complete(
-            self.adelete_by_relation(source_entity, target_entity)
-        )
+        if not self.llm_response_cache:
+            logger.warning("No cache storage configured")
+            return
 
-    async def adelete_by_relation(self, source_entity: str, target_entity: str) -> None:
-        """Asynchronously delete a relation between two entities.
+        valid_modes = ["default", "naive", "local", "global", "hybrid", "mix"]
 
-        Args:
-            source_entity: Name of the source entity
-            target_entity: Name of the target entity
-        """
-        graph_db_lock = get_graph_db_lock(enable_logging=False)
-        # Use graph database lock to ensure atomic graph and vector db operations
-        async with graph_db_lock:
-            try:
-                # TODO: check if has_edge function works on reverse relation
-                # Check if the relation exists
-                edge_exists = await self.chunk_entity_relation_graph.has_edge(
-                    source_entity, target_entity
-                )
-                if not edge_exists:
-                    logger.warning(
-                        f"Relation from '{source_entity}' to '{target_entity}' does not exist"
-                    )
-                    return
+        # Validate input
+        if modes and not all(mode in valid_modes for mode in modes):
+            raise ValueError(f"Invalid mode. Valid modes are: {valid_modes}")
 
-                # Delete relation from vector database
-                relation_id = compute_mdhash_id(
-                    source_entity + target_entity, prefix="rel-"
-                )
-                await self.relationships_vdb.delete([relation_id])
+        try:
+            # Reset the cache storage for specified mode
+            if modes:
+                success = await self.llm_response_cache.drop_cache_by_modes(modes)
+                if success:
+                    logger.info(f"Cleared cache for modes: {modes}")
+                else:
+                    logger.warning(f"Failed to clear cache for modes: {modes}")
+            else:
+                # Clear all modes
+                success = await self.llm_response_cache.drop_cache_by_modes(valid_modes)
+                if success:
+                    logger.info("Cleared all cache")
+                else:
+                    logger.warning("Failed to clear all cache")
 
-                # Delete relation from knowledge graph
-                await self.chunk_entity_relation_graph.remove_edges(
-                    [(source_entity, target_entity)]
-                )
+            await self.llm_response_cache.index_done_callback()
 
-                logger.info(
-                    f"Successfully deleted relation from '{source_entity}' to '{target_entity}'"
-                )
-                await self._delete_relation_done()
-            except Exception as e:
-                logger.error(
-                    f"Error while deleting relation from '{source_entity}' to '{target_entity}': {e}"
-                )
+        except Exception as e:
+            logger.error(f"Error while clearing cache: {e}")
 
-    async def _delete_relation_done(self) -> None:
-        """Callback after relation deletion is complete"""
-        await asyncio.gather(
-            *[
-                cast(StorageNameSpace, storage_inst).index_done_callback()
-                for storage_inst in [  # type: ignore
-                    self.relationships_vdb,
-                    self.chunk_entity_relation_graph,
-                ]
-            ]
-        )
+    def clear_cache(self, modes: list[str] | None = None) -> None:
+        """Synchronous version of aclear_cache."""
+        return always_get_an_event_loop().run_until_complete(self.aclear_cache(modes))
 
-    async def get_processing_status(self) -> dict[str, int]:
-        """Get current document processing status counts
-
-        Returns:
-            Dict with counts for each status
-        """
-        return await self.doc_status.get_status_counts()
 
     async def get_docs_by_status(
         self, status: DocStatus
@@ -1803,107 +1748,76 @@ class LightRAG:
         except Exception as e:
             logger.error(f"Error while deleting document {doc_id}: {e}")
 
+
+    async def adelete_by_entity(self, entity_name: str) -> None:
+        """Asynchronously delete an entity and all its relationships.
+
+        Args:
+            entity_name: Name of the entity to delete
+        """
+        from .utils_graph import adelete_by_entity
+        return await adelete_by_entity(
+            self.chunk_entity_relation_graph,
+            self.entities_vdb,
+            self.relationships_vdb,
+            entity_name
+        )
+
+    def delete_by_entity(self, entity_name: str) -> None:
+        loop = always_get_an_event_loop()
+        return loop.run_until_complete(self.adelete_by_entity(entity_name))
+
+    async def adelete_by_relation(self, source_entity: str, target_entity: str) -> None:
+        """Asynchronously delete a relation between two entities.
+
+        Args:
+            source_entity: Name of the source entity
+            target_entity: Name of the target entity
+        """
+        from .utils_graph import adelete_by_relation
+        return await adelete_by_relation(
+            self.chunk_entity_relation_graph,
+            self.relationships_vdb,
+            source_entity,
+            target_entity
+        )
+
+    def delete_by_relation(self, source_entity: str, target_entity: str) -> None:
+        loop = always_get_an_event_loop()
+        return loop.run_until_complete(self.adelete_by_relation(source_entity, target_entity))
+
+    async def get_processing_status(self) -> dict[str, int]:
+        """Get current document processing status counts
+
+        Returns:
+            Dict with counts for each status
+        """
+        return await self.doc_status.get_status_counts()
+
     async def get_entity_info(
         self, entity_name: str, include_vector_data: bool = False
     ) -> dict[str, str | None | dict[str, str]]:
         """Get detailed information of an entity"""
-
-        # Get information from the graph
-        node_data = await self.chunk_entity_relation_graph.get_node(entity_name)
-        source_id = node_data.get("source_id") if node_data else None
-
-        result: dict[str, str | None | dict[str, str]] = {
-            "entity_name": entity_name,
-            "source_id": source_id,
-            "graph_data": node_data,
-        }
-
-        # Optional: Get vector database information
-        if include_vector_data:
-            entity_id = compute_mdhash_id(entity_name, prefix="ent-")
-            vector_data = await self.entities_vdb.get_by_id(entity_id)
-            result["vector_data"] = vector_data
-
-        return result
+        from .utils_graph import get_entity_info
+        return await get_entity_info(
+            self.chunk_entity_relation_graph,
+            self.entities_vdb,
+            entity_name,
+            include_vector_data
+        )
 
     async def get_relation_info(
         self, src_entity: str, tgt_entity: str, include_vector_data: bool = False
     ) -> dict[str, str | None | dict[str, str]]:
         """Get detailed information of a relationship"""
-
-        # Get information from the graph
-        edge_data = await self.chunk_entity_relation_graph.get_edge(
-            src_entity, tgt_entity
+        from .utils_graph import get_relation_info
+        return await get_relation_info(
+            self.chunk_entity_relation_graph,
+            self.relationships_vdb,
+            src_entity,
+            tgt_entity,
+            include_vector_data
         )
-        source_id = edge_data.get("source_id") if edge_data else None
-
-        result: dict[str, str | None | dict[str, str]] = {
-            "src_entity": src_entity,
-            "tgt_entity": tgt_entity,
-            "source_id": source_id,
-            "graph_data": edge_data,
-        }
-
-        # Optional: Get vector database information
-        if include_vector_data:
-            rel_id = compute_mdhash_id(src_entity + tgt_entity, prefix="rel-")
-            vector_data = await self.relationships_vdb.get_by_id(rel_id)
-            result["vector_data"] = vector_data
-
-        return result
-
-    async def aclear_cache(self, modes: list[str] | None = None) -> None:
-        """Clear cache data from the LLM response cache storage.
-
-        Args:
-            modes (list[str] | None): Modes of cache to clear. Options: ["default", "naive", "local", "global", "hybrid", "mix"].
-                             "default" represents extraction cache.
-                             If None, clears all cache.
-
-        Example:
-            # Clear all cache
-            await rag.aclear_cache()
-
-            # Clear local mode cache
-            await rag.aclear_cache(modes=["local"])
-
-            # Clear extraction cache
-            await rag.aclear_cache(modes=["default"])
-        """
-        if not self.llm_response_cache:
-            logger.warning("No cache storage configured")
-            return
-
-        valid_modes = ["default", "naive", "local", "global", "hybrid", "mix"]
-
-        # Validate input
-        if modes and not all(mode in valid_modes for mode in modes):
-            raise ValueError(f"Invalid mode. Valid modes are: {valid_modes}")
-
-        try:
-            # Reset the cache storage for specified mode
-            if modes:
-                success = await self.llm_response_cache.drop_cache_by_modes(modes)
-                if success:
-                    logger.info(f"Cleared cache for modes: {modes}")
-                else:
-                    logger.warning(f"Failed to clear cache for modes: {modes}")
-            else:
-                # Clear all modes
-                success = await self.llm_response_cache.drop_cache_by_modes(valid_modes)
-                if success:
-                    logger.info("Cleared all cache")
-                else:
-                    logger.warning("Failed to clear all cache")
-
-            await self.llm_response_cache.index_done_callback()
-
-        except Exception as e:
-            logger.error(f"Error while clearing cache: {e}")
-
-    def clear_cache(self, modes: list[str] | None = None) -> None:
-        """Synchronous version of aclear_cache."""
-        return always_get_an_event_loop().run_until_complete(self.aclear_cache(modes))
 
     async def aedit_entity(
         self, entity_name: str, updated_data: dict[str, str], allow_rename: bool = True
@@ -1920,206 +1834,24 @@ class LightRAG:
         Returns:
             Dictionary containing updated entity information
         """
-        graph_db_lock = get_graph_db_lock(enable_logging=False)
-        # Use graph database lock to ensure atomic graph and vector db operations
-        async with graph_db_lock:
-            try:
-                # 1. Get current entity information
-                node_exists = await self.chunk_entity_relation_graph.has_node(entity_name)
-                if not node_exists:
-                    raise ValueError(f"Entity '{entity_name}' does not exist")
-                node_data = await self.chunk_entity_relation_graph.get_node(entity_name)
-
-                # Check if entity is being renamed
-                new_entity_name = updated_data.get("entity_name", entity_name)
-                is_renaming = new_entity_name != entity_name
-
-                # If renaming, check if new name already exists
-                if is_renaming:
-                    if not allow_rename:
-                        raise ValueError(
-                            "Entity renaming is not allowed. Set allow_rename=True to enable this feature"
-                        )
-
-                    existing_node = await self.chunk_entity_relation_graph.has_node(
-                        new_entity_name
-                    )
-                    if existing_node:
-                        raise ValueError(
-                            f"Entity name '{new_entity_name}' already exists, cannot rename"
-                        )
-
-                # 2. Update entity information in the graph
-                new_node_data = {**node_data, **updated_data}
-                new_node_data["entity_id"] = new_entity_name
-
-                if "entity_name" in new_node_data:
-                    del new_node_data[
-                        "entity_name"
-                    ]  # Node data should not contain entity_name field
-
-                # If renaming entity
-                if is_renaming:
-                    logger.info(f"Renaming entity '{entity_name}' to '{new_entity_name}'")
-
-                    # Create new entity
-                    await self.chunk_entity_relation_graph.upsert_node(
-                        new_entity_name, new_node_data
-                    )
-
-                    # Store relationships that need to be updated
-                    relations_to_update = []
-                    relations_to_delete = []
-                    # Get all edges related to the original entity
-                    edges = await self.chunk_entity_relation_graph.get_node_edges(
-                        entity_name
-                    )
-                    if edges:
-                        # Recreate edges for the new entity
-                        for source, target in edges:
-                            edge_data = await self.chunk_entity_relation_graph.get_edge(
-                                source, target
-                            )
-                            if edge_data:
-                                relations_to_delete.append(
-                                    compute_mdhash_id(source + target, prefix="rel-")
-                                )
-                                relations_to_delete.append(
-                                    compute_mdhash_id(target + source, prefix="rel-")
-                                )
-                                if source == entity_name:
-                                    await self.chunk_entity_relation_graph.upsert_edge(
-                                        new_entity_name, target, edge_data
-                                    )
-                                    relations_to_update.append(
-                                        (new_entity_name, target, edge_data)
-                                    )
-                                else:  # target == entity_name
-                                    await self.chunk_entity_relation_graph.upsert_edge(
-                                        source, new_entity_name, edge_data
-                                    )
-                                    relations_to_update.append(
-                                        (source, new_entity_name, edge_data)
-                                    )
-
-                    # Delete old entity
-                    await self.chunk_entity_relation_graph.delete_node(entity_name)
-
-                    # Delete old entity record from vector database
-                    old_entity_id = compute_mdhash_id(entity_name, prefix="ent-")
-                    await self.entities_vdb.delete([old_entity_id])
-                    logger.info(
-                        f"Deleted old entity '{entity_name}' and its vector embedding from database"
-                    )
-
-                    # Delete old relation records from vector database
-                    await self.relationships_vdb.delete(relations_to_delete)
-                    logger.info(
-                        f"Deleted {len(relations_to_delete)} relation records for entity '{entity_name}' from vector database"
-                    )
-
-                    # Update relationship vector representations
-                    for src, tgt, edge_data in relations_to_update:
-                        description = edge_data.get("description", "")
-                        keywords = edge_data.get("keywords", "")
-                        source_id = edge_data.get("source_id", "")
-                        weight = float(edge_data.get("weight", 1.0))
-
-                        # Create new content for embedding
-                        content = f"{src}\t{tgt}\n{keywords}\n{description}"
-
-                        # Calculate relationship ID
-                        relation_id = compute_mdhash_id(src + tgt, prefix="rel-")
-
-                        # Prepare data for vector database update
-                        relation_data = {
-                            relation_id: {
-                                "content": content,
-                                "src_id": src,
-                                "tgt_id": tgt,
-                                "source_id": source_id,
-                                "description": description,
-                                "keywords": keywords,
-                                "weight": weight,
-                            }
-                        }
-
-                        # Update vector database
-                        await self.relationships_vdb.upsert(relation_data)
-
-                    # Update working entity name to new name
-                    entity_name = new_entity_name
-                else:
-                    # If not renaming, directly update node data
-                    await self.chunk_entity_relation_graph.upsert_node(
-                        entity_name, new_node_data
-                    )
-
-                # 3. Recalculate entity's vector representation and update vector database
-                description = new_node_data.get("description", "")
-                source_id = new_node_data.get("source_id", "")
-                entity_type = new_node_data.get("entity_type", "")
-                content = entity_name + "\n" + description
-
-                # Calculate entity ID
-                entity_id = compute_mdhash_id(entity_name, prefix="ent-")
-
-                # Prepare data for vector database update
-                entity_data = {
-                    entity_id: {
-                        "content": content,
-                        "entity_name": entity_name,
-                        "source_id": source_id,
-                        "description": description,
-                        "entity_type": entity_type,
-                    }
-                }
-
-                # Update vector database
-                await self.entities_vdb.upsert(entity_data)
-
-                # 4. Save changes
-                await self._edit_entity_done()
-
-                logger.info(f"Entity '{entity_name}' successfully updated")
-                return await self.get_entity_info(entity_name, include_vector_data=True)
-            except Exception as e:
-                logger.error(f"Error while editing entity '{entity_name}': {e}")
-                raise
+        from .utils_graph import aedit_entity
+        return await aedit_entity(
+            self.chunk_entity_relation_graph,
+            self.entities_vdb,
+            self.relationships_vdb,
+            entity_name,
+            updated_data,
+            allow_rename
+        )
 
     def edit_entity(
         self, entity_name: str, updated_data: dict[str, str], allow_rename: bool = True
     ) -> dict[str, Any]:
-        """Synchronously edit entity information.
-
-        Updates entity information in the knowledge graph and re-embeds the entity in the vector database.
-
-        Args:
-            entity_name: Name of the entity to edit
-            updated_data: Dictionary containing updated attributes, e.g. {"description": "new description", "entity_type": "new type"}
-            allow_rename: Whether to allow entity renaming, defaults to True
-
-        Returns:
-            Dictionary containing updated entity information
-        """
         loop = always_get_an_event_loop()
         return loop.run_until_complete(
             self.aedit_entity(entity_name, updated_data, allow_rename)
         )
 
-    async def _edit_entity_done(self) -> None:
-        """Callback after entity editing is complete, ensures updates are persisted"""
-        await asyncio.gather(
-            *[
-                cast(StorageNameSpace, storage_inst).index_done_callback()
-                for storage_inst in [  # type: ignore
-                    self.entities_vdb,
-                    self.relationships_vdb,
-                    self.chunk_entity_relation_graph,
-                ]
-            ]
-        )
-
     async def aedit_relation(
         self, source_entity: str, target_entity: str, updated_data: dict[str, Any]
     ) -> dict[str, Any]:
@@ -2135,113 +1867,24 @@ class LightRAG:
         Returns:
             Dictionary containing updated relation information
         """
-        graph_db_lock = get_graph_db_lock(enable_logging=False)
-        # Use graph database lock to ensure atomic graph and vector db operations
-        async with graph_db_lock:
-            try:
-                # 1. Get current relation information
-                edge_exists = await self.chunk_entity_relation_graph.has_edge(
-                    source_entity, target_entity
-                )
-                if not edge_exists:
-                    raise ValueError(
-                        f"Relation from '{source_entity}' to '{target_entity}' does not exist"
-                    )
-                edge_data = await self.chunk_entity_relation_graph.get_edge(
-                    source_entity, target_entity
-                )
-                # Important: First delete the old relation record from the vector database
-                old_relation_id = compute_mdhash_id(
-                    source_entity + target_entity, prefix="rel-"
-                )
-                await self.relationships_vdb.delete([old_relation_id])
-                logger.info(
-                    f"Deleted old relation record from vector database for relation {source_entity} -> {target_entity}"
-                )
-
-                # 2. Update relation information in the graph
-                new_edge_data = {**edge_data, **updated_data}
-                await self.chunk_entity_relation_graph.upsert_edge(
-                    source_entity, target_entity, new_edge_data
-                )
-
-                # 3. Recalculate relation's vector representation and update vector database
-                description = new_edge_data.get("description", "")
-                keywords = new_edge_data.get("keywords", "")
-                source_id = new_edge_data.get("source_id", "")
-                weight = float(new_edge_data.get("weight", 1.0))
-
-                # Create content for embedding
-                content = f"{source_entity}\t{target_entity}\n{keywords}\n{description}"
-
-                # Calculate relation ID
-                relation_id = compute_mdhash_id(
-                    source_entity + target_entity, prefix="rel-"
-                )
-
-                # Prepare data for vector database update
-                relation_data = {
-                    relation_id: {
-                        "content": content,
-                        "src_id": source_entity,
-                        "tgt_id": target_entity,
-                        "source_id": source_id,
-                        "description": description,
-                        "keywords": keywords,
-                        "weight": weight,
-                    }
-                }
-
-                # Update vector database
-                await self.relationships_vdb.upsert(relation_data)
-
-                # 4. Save changes
-                await self._edit_relation_done()
-
-                logger.info(
-                    f"Relation from '{source_entity}' to '{target_entity}' successfully updated"
-                )
-                return await self.get_relation_info(
-                    source_entity, target_entity, include_vector_data=True
-                )
-            except Exception as e:
-                logger.error(
-                    f"Error while editing relation from '{source_entity}' to '{target_entity}': {e}"
-                )
-                raise
+        from .utils_graph import aedit_relation
+        return await aedit_relation(
+            self.chunk_entity_relation_graph,
+            self.entities_vdb,
+            self.relationships_vdb,
+            source_entity,
+            target_entity,
+            updated_data
+        )
 
     def edit_relation(
         self, source_entity: str, target_entity: str, updated_data: dict[str, Any]
     ) -> dict[str, Any]:
-        """Synchronously edit relation information.
-
-        Updates relation (edge) information in the knowledge graph and re-embeds the relation in the vector database.
-
-        Args:
-            source_entity: Name of the source entity
-            target_entity: Name of the target entity
-            updated_data: Dictionary containing updated attributes, e.g. {"description": "new description", "keywords": "keywords"}
-
-        Returns:
-            Dictionary containing updated relation information
-        """
         loop = always_get_an_event_loop()
         return loop.run_until_complete(
             self.aedit_relation(source_entity, target_entity, updated_data)
         )
 
-    async def _edit_relation_done(self) -> None:
-        """Callback after relation editing is complete, ensures updates are persisted"""
-        await asyncio.gather(
-            *[
-                cast(StorageNameSpace, storage_inst).index_done_callback()
-                for storage_inst in [  # type: ignore
-                    self.relationships_vdb,
-                    self.chunk_entity_relation_graph,
-                ]
-            ]
-        )
-
     async def acreate_entity(
         self, entity_name: str, entity_data: dict[str, Any]
     ) -> dict[str, Any]:
@@ -2256,71 +1899,18 @@ class LightRAG:
         Returns:
             Dictionary containing created entity information
         """
-        graph_db_lock = get_graph_db_lock(enable_logging=False)
-        # Use graph database lock to ensure atomic graph and vector db operations
-        async with graph_db_lock:
-            try:
-                # Check if entity already exists
-                existing_node = await self.chunk_entity_relation_graph.has_node(entity_name)
-                if existing_node:
-                    raise ValueError(f"Entity '{entity_name}' already exists")
-
-                # Prepare node data with defaults if missing
-                node_data = {
-                    "entity_id": entity_name,
-                    "entity_type": entity_data.get("entity_type", "UNKNOWN"),
-                    "description": entity_data.get("description", ""),
-                    "source_id": entity_data.get("source_id", "manual"),
-                }
-
-                # Add entity to knowledge graph
-                await self.chunk_entity_relation_graph.upsert_node(entity_name, node_data)
-
-                # Prepare content for entity
-                description = node_data.get("description", "")
-                source_id = node_data.get("source_id", "")
-                entity_type = node_data.get("entity_type", "")
-                content = entity_name + "\n" + description
-
-                # Calculate entity ID
-                entity_id = compute_mdhash_id(entity_name, prefix="ent-")
-
-                # Prepare data for vector database update
-                entity_data_for_vdb = {
-                    entity_id: {
-                        "content": content,
-                        "entity_name": entity_name,
-                        "source_id": source_id,
-                        "description": description,
-                        "entity_type": entity_type,
-                    }
-                }
-
-                # Update vector database
-                await self.entities_vdb.upsert(entity_data_for_vdb)
-
-                # Save changes
-                await self._edit_entity_done()
-
-                logger.info(f"Entity '{entity_name}' successfully created")
-                return await self.get_entity_info(entity_name, include_vector_data=True)
-            except Exception as e:
-                logger.error(f"Error while creating entity '{entity_name}': {e}")
-                raise
+        from .utils_graph import acreate_entity
+        return await acreate_entity(
+            self.chunk_entity_relation_graph,
+            self.entities_vdb,
+            self.relationships_vdb,
+            entity_name,
+            entity_data
+        )
 
     def create_entity(
         self, entity_name: str, entity_data: dict[str, Any]
     ) -> dict[str, Any]:
-        """Synchronously create a new entity.
-
-        Creates a new entity in the knowledge graph and adds it to the vector database.
-        Args:
-            entity_name: Name of the new entity
-            entity_data: Dictionary containing entity attributes, e.g. {"description": "description", "entity_type": "type"}
-
-        Returns:
-            Dictionary containing created entity information
-        """
         loop = always_get_an_event_loop()
         return loop.run_until_complete(self.acreate_entity(entity_name, entity_data))
 
@@ -2339,105 +1929,19 @@ class LightRAG:
         Returns:
             Dictionary containing created relation information
         """
-        graph_db_lock = get_graph_db_lock(enable_logging=False)
-        # Use graph database lock to ensure atomic graph and vector db operations
-        async with graph_db_lock:
-            try:
-                # Check if both entities exist
-                source_exists = await self.chunk_entity_relation_graph.has_node(
-                    source_entity
-                )
-                target_exists = await self.chunk_entity_relation_graph.has_node(
-                    target_entity
-                )
-
-                if not source_exists:
-                    raise ValueError(f"Source entity '{source_entity}' does not exist")
-                if not target_exists:
-                    raise ValueError(f"Target entity '{target_entity}' does not exist")
-
-                # Check if relation already exists
-                existing_edge = await self.chunk_entity_relation_graph.has_edge(
-                    source_entity, target_entity
-                )
-                if existing_edge:
-                    raise ValueError(
-                        f"Relation from '{source_entity}' to '{target_entity}' already exists"
-                    )
-
-                # Prepare edge data with defaults if missing
-                edge_data = {
-                    "description": relation_data.get("description", ""),
-                    "keywords": relation_data.get("keywords", ""),
-                    "source_id": relation_data.get("source_id", "manual"),
-                    "weight": float(relation_data.get("weight", 1.0)),
-                }
-
-                # Add relation to knowledge graph
-                await self.chunk_entity_relation_graph.upsert_edge(
-                    source_entity, target_entity, edge_data
-                )
-
-                # Prepare content for embedding
-                description = edge_data.get("description", "")
-                keywords = edge_data.get("keywords", "")
-                source_id = edge_data.get("source_id", "")
-                weight = edge_data.get("weight", 1.0)
-
-                # Create content for embedding
-                content = f"{keywords}\t{source_entity}\n{target_entity}\n{description}"
-
-                # Calculate relation ID
-                relation_id = compute_mdhash_id(
-                    source_entity + target_entity, prefix="rel-"
-                )
-
-                # Prepare data for vector database update
-                relation_data_for_vdb = {
-                    relation_id: {
-                        "content": content,
-                        "src_id": source_entity,
-                        "tgt_id": target_entity,
-                        "source_id": source_id,
-                        "description": description,
-                        "keywords": keywords,
-                        "weight": weight,
-                    }
-                }
-
-                # Update vector database
-                await self.relationships_vdb.upsert(relation_data_for_vdb)
-
-                # Save changes
-                await self._edit_relation_done()
-
-                logger.info(
-                    f"Relation from '{source_entity}' to '{target_entity}' successfully created"
-                )
-                return await self.get_relation_info(
-                    source_entity, target_entity, include_vector_data=True
-                )
-            except Exception as e:
-                logger.error(
-                    f"Error while creating relation from '{source_entity}' to '{target_entity}': {e}"
-                )
-                raise
+        from .utils_graph import acreate_relation
+        return await acreate_relation(
+            self.chunk_entity_relation_graph,
+            self.entities_vdb,
+            self.relationships_vdb,
+            source_entity,
+            target_entity,
+            relation_data
+        )
 
     def create_relation(
         self, source_entity: str, target_entity: str, relation_data: dict[str, Any]
     ) -> dict[str, Any]:
-        """Synchronously create a new relation between entities.
-
-        Creates a new relation (edge) in the knowledge graph and adds it to the vector database.
-
-        Args:
-            source_entity: Name of the source entity
-            target_entity: Name of the target entity
-            relation_data: Dictionary containing relation attributes, e.g. {"description": "description", "keywords": "keywords"}
-
-        Returns:
-            Dictionary containing created relation information
-        """
         loop = always_get_an_event_loop()
         return loop.run_until_complete(
             self.acreate_relation(source_entity, target_entity, relation_data)
@@ -2470,224 +1974,30 @@ class LightRAG:
         Returns:
             Dictionary containing the merged entity information
         """
-        graph_db_lock = get_graph_db_lock(enable_logging=False)
-        # Use graph database lock to ensure atomic graph and vector db operations
-        async with graph_db_lock:
-            try:
-                # Default merge strategy
-                default_strategy = {
-                    "description": "concatenate",
-                    "entity_type": "keep_first",
-                    "source_id": "join_unique",
-                }
+        from .utils_graph import amerge_entities
+        return await amerge_entities(
+            self.chunk_entity_relation_graph,
+            self.entities_vdb,
+            self.relationships_vdb,
+            source_entities,
+            target_entity,
+            merge_strategy,
+            target_entity_data
+        )
 
-                merge_strategy = (
-                    default_strategy
-                    if merge_strategy is None
-                    else {**default_strategy, **merge_strategy}
-                )
-                target_entity_data = (
-                    {} if target_entity_data is None else target_entity_data
-                )
-
-                # 1. Check if all source entities exist
-                source_entities_data = {}
-                for entity_name in source_entities:
-                    node_exists = await self.chunk_entity_relation_graph.has_node(
-                        entity_name
-                    )
-                    if not node_exists:
-                        raise ValueError(f"Source entity '{entity_name}' does not exist")
-                    node_data = await self.chunk_entity_relation_graph.get_node(entity_name)
-                    source_entities_data[entity_name] = node_data
-
-                # 2. Check if target entity exists and get its data if it does
-                target_exists = await self.chunk_entity_relation_graph.has_node(
-                    target_entity
-                )
-                existing_target_entity_data = {}
-                if target_exists:
-                    existing_target_entity_data = (
-                        await self.chunk_entity_relation_graph.get_node(target_entity)
-                    )
-                    logger.info(
-                        f"Target entity '{target_entity}' already exists, will merge data"
-                    )
-
-                # 3. Merge entity data
-                merged_entity_data = self._merge_entity_attributes(
-                    list(source_entities_data.values())
-                    + ([existing_target_entity_data] if target_exists else []),
-                    merge_strategy,
-                )
-
-                # Apply any explicitly provided target entity data (overrides merged data)
-                for key, value in target_entity_data.items():
-                    merged_entity_data[key] = value
-
-                # 4. Get all relationships of the source entities
-                all_relations = []
-                for entity_name in source_entities:
-                    # Get all relationships of the source entities
-                    edges = await self.chunk_entity_relation_graph.get_node_edges(
-                        entity_name
-                    )
-                    if edges:
-                        for src, tgt in edges:
-                            # Ensure src is the current entity
-                            if src == entity_name:
-                                edge_data = await self.chunk_entity_relation_graph.get_edge(
-                                    src, tgt
-                                )
-                                all_relations.append((src, tgt, edge_data))
-
-                # 5. Create or update the target entity
-                merged_entity_data["entity_id"] = target_entity
-                if not target_exists:
-                    await self.chunk_entity_relation_graph.upsert_node(
-                        target_entity, merged_entity_data
-                    )
-                    logger.info(f"Created new target entity '{target_entity}'")
-                else:
-                    await self.chunk_entity_relation_graph.upsert_node(
-                        target_entity, merged_entity_data
-                    )
-                    logger.info(f"Updated existing target entity '{target_entity}'")
-
-                # 6. Recreate all relationships, pointing to the target entity
-                relation_updates = {}  # Track relationships that need to be merged
-                relations_to_delete = []
-
-                for src, tgt, edge_data in all_relations:
-                    relations_to_delete.append(compute_mdhash_id(src + tgt, prefix="rel-"))
-                    relations_to_delete.append(compute_mdhash_id(tgt + src, prefix="rel-"))
-                    new_src = target_entity if src in source_entities else src
-                    new_tgt = target_entity if tgt in source_entities else tgt
-
-                    # Skip relationships between source entities to avoid self-loops
-                    if new_src == new_tgt:
-                        logger.info(
-                            f"Skipping relationship between source entities: {src} -> {tgt} to avoid self-loop"
-                        )
-                        continue
-
-                    # Check if the same relationship already exists
-                    relation_key = f"{new_src}|{new_tgt}"
-                    if relation_key in relation_updates:
-                        # Merge relationship data
-                        existing_data = relation_updates[relation_key]["data"]
-                        merged_relation = self._merge_relation_attributes(
-                            [existing_data, edge_data],
-                            {
-                                "description": "concatenate",
-                                "keywords": "join_unique",
-                                "source_id": "join_unique",
-                                "weight": "max",
-                            },
-                        )
-                        relation_updates[relation_key]["data"] = merged_relation
-                        logger.info(
-                            f"Merged duplicate relationship: {new_src} -> {new_tgt}"
-                        )
-                    else:
-                        relation_updates[relation_key] = {
-                            "src": new_src,
-                            "tgt": new_tgt,
-                            "data": edge_data.copy(),
-                        }
-
-                # Apply relationship updates
-                for rel_data in relation_updates.values():
-                    await self.chunk_entity_relation_graph.upsert_edge(
-                        rel_data["src"], rel_data["tgt"], rel_data["data"]
-                    )
-                    logger.info(
-                        f"Created or updated relationship: {rel_data['src']} -> {rel_data['tgt']}"
-                    )
-
-                    # Delete relationships records from vector database
-                    await self.relationships_vdb.delete(relations_to_delete)
-                    logger.info(
-                        f"Deleted {len(relations_to_delete)} relation records for entity '{entity_name}' from vector database"
-                    )
-
-                # 7. Update entity vector representation
-                description = merged_entity_data.get("description", "")
-                source_id = merged_entity_data.get("source_id", "")
-                entity_type = merged_entity_data.get("entity_type", "")
-                content = target_entity + "\n" + description
-
-                entity_id = compute_mdhash_id(target_entity, prefix="ent-")
-                entity_data_for_vdb = {
-                    entity_id: {
-                        "content": content,
-                        "entity_name": target_entity,
-                        "source_id": source_id,
-                        "description": description,
-                        "entity_type": entity_type,
-                    }
-                }
-
-                await self.entities_vdb.upsert(entity_data_for_vdb)
-
-                # 8. Update relationship vector representations
-                for rel_data in relation_updates.values():
-                    src = rel_data["src"]
-                    tgt = rel_data["tgt"]
-                    edge_data = rel_data["data"]
-
-                    description = edge_data.get("description", "")
-                    keywords = edge_data.get("keywords", "")
-                    source_id = edge_data.get("source_id", "")
-                    weight = float(edge_data.get("weight", 1.0))
-
-                    content = f"{keywords}\t{src}\n{tgt}\n{description}"
-                    relation_id = compute_mdhash_id(src + tgt, prefix="rel-")
-
-                    relation_data_for_vdb = {
-                        relation_id: {
-                            "content": content,
-                            "src_id": src,
-                            "tgt_id": tgt,
-                            "source_id": source_id,
-                            "description": description,
-                            "keywords": keywords,
-                            "weight": weight,
-                        }
-                    }
-
-                    await self.relationships_vdb.upsert(relation_data_for_vdb)
-
-                # 9. Delete source entities
-                for entity_name in source_entities:
-                    if entity_name == target_entity:
-                        logger.info(
-                            f"Skipping deletion of '{entity_name}' as it's also the target entity"
-                        )
-                        continue
-
-                    # Delete entity node from knowledge graph
-                    await self.chunk_entity_relation_graph.delete_node(entity_name)
-
-                    # Delete entity record from vector database
-                    entity_id = compute_mdhash_id(entity_name, prefix="ent-")
-                    await self.entities_vdb.delete([entity_id])
-
-                    logger.info(
-                        f"Deleted source entity '{entity_name}' and its vector embedding from database"
-                    )
-
-                # 10. Save changes
-                await self._merge_entities_done()
-
-                logger.info(
-                    f"Successfully merged {len(source_entities)} entities into '{target_entity}'"
-                )
-                return await self.get_entity_info(target_entity, include_vector_data=True)
-
-            except Exception as e:
-                logger.error(f"Error merging entities: {e}")
-                raise
+    def merge_entities(
+        self,
+        source_entities: list[str],
+        target_entity: str,
+        merge_strategy: dict[str, str] = None,
+        target_entity_data: dict[str, Any] = None,
+    ) -> dict[str, Any]:
+        loop = always_get_an_event_loop()
+        return loop.run_until_complete(
+            self.amerge_entities(
+                source_entities, target_entity, merge_strategy, target_entity_data
+            )
+        )
 
     async def aexport_data(
         self,
@@ -2707,275 +2017,16 @@ class LightRAG:
                 - table: Print formatted tables to console
             include_vector_data: Whether to include data from the vector database.
         """
-        # Collect data
-        entities_data = []
-        relations_data = []
-        relationships_data = []
-
-        # --- Entities ---
-        all_entities = await self.chunk_entity_relation_graph.get_all_labels()
-        for entity_name in all_entities:
-            entity_info = await self.get_entity_info(
-                entity_name, include_vector_data=include_vector_data
-            )
-            entity_row = {
-                "entity_name": entity_name,
-                "source_id": entity_info["source_id"],
-                "graph_data": str(
-                    entity_info["graph_data"]
-                ),  # Convert to string to ensure compatibility
-            }
-            if include_vector_data and "vector_data" in entity_info:
-                entity_row["vector_data"] = str(entity_info["vector_data"])
-            entities_data.append(entity_row)
-
-        # --- Relations ---
-        for src_entity in all_entities:
-            for tgt_entity in all_entities:
-                if src_entity == tgt_entity:
-                    continue
-
-                edge_exists = await self.chunk_entity_relation_graph.has_edge(
-                    src_entity, tgt_entity
-                )
-                if edge_exists:
-                    relation_info = await self.get_relation_info(
-                        src_entity, tgt_entity, include_vector_data=include_vector_data
-                    )
-                    relation_row = {
-                        "src_entity": src_entity,
-                        "tgt_entity": tgt_entity,
-                        "source_id": relation_info["source_id"],
-                        "graph_data": str(
-                            relation_info["graph_data"]
-                        ),  # Convert to string
-                    }
-                    if include_vector_data and "vector_data" in relation_info:
-                        relation_row["vector_data"] = str(relation_info["vector_data"])
-                    relations_data.append(relation_row)
-
-        # --- Relationships (from VectorDB) ---
-        all_relationships = await self.relationships_vdb.client_storage
-        for rel in all_relationships["data"]:
-            relationships_data.append(
-                {
-                    "relationship_id": rel["__id__"],
-                    "data": str(rel),  # Convert to string for compatibility
-                }
-            )
-
-        # Export based on format
-        if file_format == "csv":
-            # CSV export
-            with open(output_path, "w", newline="", encoding="utf-8") as csvfile:
-                # Entities
-                if entities_data:
-                    csvfile.write("# ENTITIES\n")
-                    writer = csv.DictWriter(csvfile, fieldnames=entities_data[0].keys())
-                    writer.writeheader()
-                    writer.writerows(entities_data)
-                    csvfile.write("\n\n")
-
-                # Relations
-                if relations_data:
-                    csvfile.write("# RELATIONS\n")
-                    writer = csv.DictWriter(
-                        csvfile, fieldnames=relations_data[0].keys()
-                    )
-                    writer.writeheader()
-                    writer.writerows(relations_data)
-                    csvfile.write("\n\n")
-
-                # Relationships
-                if relationships_data:
-                    csvfile.write("# RELATIONSHIPS\n")
-                    writer = csv.DictWriter(
-                        csvfile, fieldnames=relationships_data[0].keys()
-                    )
-                    writer.writeheader()
-                    writer.writerows(relationships_data)
-
-        elif file_format == "excel":
-            # Excel export
-            entities_df = (
-                pd.DataFrame(entities_data) if entities_data else pd.DataFrame()
-            )
-            relations_df = (
-                pd.DataFrame(relations_data) if relations_data else pd.DataFrame()
-            )
-            relationships_df = (
-                pd.DataFrame(relationships_data)
-                if relationships_data
-                else pd.DataFrame()
-            )
-
-            with pd.ExcelWriter(output_path, engine="xlsxwriter") as writer:
-                if not entities_df.empty:
-                    entities_df.to_excel(writer, sheet_name="Entities", index=False)
-                if not relations_df.empty:
-                    relations_df.to_excel(writer, sheet_name="Relations", index=False)
-                if not relationships_df.empty:
-                    relationships_df.to_excel(
-                        writer, sheet_name="Relationships", index=False
-                    )
-
-        elif file_format == "md":
-            # Markdown export
-            with open(output_path, "w", encoding="utf-8") as mdfile:
-                mdfile.write("# LightRAG Data Export\n\n")
-
-                # Entities
-                mdfile.write("## Entities\n\n")
-                if entities_data:
-                    # Write header
-                    mdfile.write("| " + " | ".join(entities_data[0].keys()) + " |\n")
-                    mdfile.write(
-                        "| "
-                        + " | ".join(["---"] * len(entities_data[0].keys()))
-                        + " |\n"
-                    )
-
-                    # Write rows
-                    for entity in entities_data:
-                        mdfile.write(
-                            "| " + " | ".join(str(v) for v in entity.values()) + " |\n"
-                        )
-                    mdfile.write("\n\n")
-                else:
-                    mdfile.write("*No entity data available*\n\n")
-
-                # Relations
-                mdfile.write("## Relations\n\n")
-                if relations_data:
-                    # Write header
-                    mdfile.write("| " + " | ".join(relations_data[0].keys()) + " |\n")
-                    mdfile.write(
-                        "| "
-                        + " | ".join(["---"] * len(relations_data[0].keys()))
-                        + " |\n"
-                    )
-
-                    # Write rows
-                    for relation in relations_data:
-                        mdfile.write(
-                            "| "
-                            + " | ".join(str(v) for v in relation.values())
-                            + " |\n"
-                        )
-                    mdfile.write("\n\n")
-                else:
-                    mdfile.write("*No relation data available*\n\n")
-
-                # Relationships
-                mdfile.write("## Relationships\n\n")
-                if relationships_data:
-                    # Write header
-                    mdfile.write(
-                        "| " + " | ".join(relationships_data[0].keys()) + " |\n"
-                    )
-                    mdfile.write(
-                        "| "
-                        + " | ".join(["---"] * len(relationships_data[0].keys()))
-                        + " |\n"
-                    )
-
-                    # Write rows
-                    for relationship in relationships_data:
-                        mdfile.write(
-                            "| "
-                            + " | ".join(str(v) for v in relationship.values())
-                            + " |\n"
-                        )
-                else:
-                    mdfile.write("*No relationship data available*\n\n")
-
-        elif file_format == "txt":
-            # Plain text export
-            with open(output_path, "w", encoding="utf-8") as txtfile:
-                txtfile.write("LIGHTRAG DATA EXPORT\n")
-                txtfile.write("=" * 80 + "\n\n")
-
-                # Entities
-                txtfile.write("ENTITIES\n")
-                txtfile.write("-" * 80 + "\n")
-                if entities_data:
-                    # Create fixed width columns
-                    col_widths = {
-                        k: max(len(k), max(len(str(e[k])) for e in entities_data))
-                        for k in entities_data[0]
-                    }
-                    header = "  ".join(k.ljust(col_widths[k]) for k in entities_data[0])
-                    txtfile.write(header + "\n")
-                    txtfile.write("-" * len(header) + "\n")
-
-                    # Write rows
-                    for entity in entities_data:
-                        row = "  ".join(
-                            str(v).ljust(col_widths[k]) for k, v in entity.items()
-                        )
-                        txtfile.write(row + "\n")
-                    txtfile.write("\n\n")
-                else:
-                    txtfile.write("No entity data available\n\n")
-
-                # Relations
-                txtfile.write("RELATIONS\n")
-                txtfile.write("-" * 80 + "\n")
-                if relations_data:
-                    # Create fixed width columns
-                    col_widths = {
-                        k: max(len(k), max(len(str(r[k])) for r in relations_data))
-                        for k in relations_data[0]
-                    }
-                    header = "  ".join(
-                        k.ljust(col_widths[k]) for k in relations_data[0]
-                    )
-                    txtfile.write(header + "\n")
-                    txtfile.write("-" * len(header) + "\n")
-
-                    # Write rows
-                    for relation in relations_data:
-                        row = "  ".join(
-                            str(v).ljust(col_widths[k]) for k, v in relation.items()
-                        )
-                        txtfile.write(row + "\n")
-                    txtfile.write("\n\n")
-                else:
-                    txtfile.write("No relation data available\n\n")
-
-                # Relationships
-                txtfile.write("RELATIONSHIPS\n")
-                txtfile.write("-" * 80 + "\n")
-                if relationships_data:
-                    # Create fixed width columns
-                    col_widths = {
-                        k: max(len(k), max(len(str(r[k])) for r in relationships_data))
-                        for k in relationships_data[0]
-                    }
-                    header = "  ".join(
-                        k.ljust(col_widths[k]) for k in relationships_data[0]
-                    )
-                    txtfile.write(header + "\n")
-                    txtfile.write("-" * len(header) + "\n")
-
-                    # Write rows
-                    for relationship in relationships_data:
-                        row = "  ".join(
-                            str(v).ljust(col_widths[k]) for k, v in relationship.items()
-                        )
-                        txtfile.write(row + "\n")
-                else:
-                    txtfile.write("No relationship data available\n\n")
-
-        else:
-            raise ValueError(
-                f"Unsupported file format: {file_format}. "
-                f"Choose from: csv, excel, md, txt"
-            )
-        if file_format is not None:
-            print(f"Data exported to: {output_path} with format: {file_format}")
-        else:
-            print("Data displayed as table format")
+        from .utils import aexport_data as utils_aexport_data
+        
+        await utils_aexport_data(
+            self.chunk_entity_relation_graph,
+            self.entities_vdb,
+            self.relationships_vdb,
+            output_path,
+            file_format,
+            include_vector_data
+        )
 
     def export_data(
         self,
@@ -3004,153 +2055,3 @@ class LightRAG:
         loop.run_until_complete(
             self.aexport_data(output_path, file_format, include_vector_data)
         )
-
-    def merge_entities(
-        self,
-        source_entities: list[str],
-        target_entity: str,
-        merge_strategy: dict[str, str] = None,
-        target_entity_data: dict[str, Any] = None,
-    ) -> dict[str, Any]:
-        """Synchronously merge multiple entities into one entity.
-
-        Merges multiple source entities into a target entity, handling all relationships,
-        and updating both the knowledge graph and vector database.
-
-        Args:
-            source_entities: List of source entity names to merge
-            target_entity: Name of the target entity after merging
-            merge_strategy: Merge strategy configuration, e.g. {"description": "concatenate", "entity_type": "keep_first"}
-            target_entity_data: Dictionary of specific values to set for the target entity,
-                overriding any merged values, e.g. {"description": "custom description", "entity_type": "PERSON"}
-
-        Returns:
-            Dictionary containing the merged entity information
-        """
-        loop = always_get_an_event_loop()
-        return loop.run_until_complete(
-            self.amerge_entities(
-                source_entities, target_entity, merge_strategy, target_entity_data
-            )
-        )
-
-    def _merge_entity_attributes(
-        self, entity_data_list: list[dict[str, Any]], merge_strategy: dict[str, str]
-    ) -> dict[str, Any]:
-        """Merge attributes from multiple entities.
-
-        Args:
-            entity_data_list: List of dictionaries containing entity data
-            merge_strategy: Merge strategy for each field
-
-        Returns:
-            Dictionary containing merged entity data
-        """
-        merged_data = {}
-
-        # Collect all possible keys
-        all_keys = set()
-        for data in entity_data_list:
-            all_keys.update(data.keys())
-
-        # Merge values for each key
-        for key in all_keys:
-            # Get all values for this key
-            values = [data.get(key) for data in entity_data_list if data.get(key)]
-
-            if not values:
-                continue
-
-            # Merge values according to strategy
-            strategy = merge_strategy.get(key, "keep_first")
-
-            if strategy == "concatenate":
-                merged_data[key] = "\n\n".join(values)
-            elif strategy == "keep_first":
-                merged_data[key] = values[0]
-            elif strategy == "keep_last":
-                merged_data[key] = values[-1]
-            elif strategy == "join_unique":
-                # Handle fields separated by GRAPH_FIELD_SEP
-                unique_items = set()
-                for value in values:
-                    items = value.split(GRAPH_FIELD_SEP)
-                    unique_items.update(items)
-                merged_data[key] = GRAPH_FIELD_SEP.join(unique_items)
-            else:
-                # Default strategy
-                merged_data[key] = values[0]
-
-        return merged_data
-
-    def _merge_relation_attributes(
-        self, relation_data_list: list[dict[str, Any]], merge_strategy: dict[str, str]
-    ) -> dict[str, Any]:
-        """Merge attributes from multiple relationships.
-
-        Args:
-            relation_data_list: List of dictionaries containing relationship data
-            merge_strategy: Merge strategy for each field
-
-        Returns:
-            Dictionary containing merged relationship data
-        """
-        merged_data = {}
-
-        # Collect all possible keys
-        all_keys = set()
-        for data in relation_data_list:
-            all_keys.update(data.keys())
-
-        # Merge values for each key
-        for key in all_keys:
-            # Get all values for this key
-            values = [
-                data.get(key)
-                for data in relation_data_list
-                if data.get(key) is not None
-            ]
-
-            if not values:
-                continue
-
-            # Merge values according to strategy
-            strategy = merge_strategy.get(key, "keep_first")
-
-            if strategy == "concatenate":
-                merged_data[key] = "\n\n".join(str(v) for v in values)
-            elif strategy == "keep_first":
-                merged_data[key] = values[0]
-            elif strategy == "keep_last":
-                merged_data[key] = values[-1]
-            elif strategy == "join_unique":
-                # Handle fields separated by GRAPH_FIELD_SEP
-                unique_items = set()
-                for value in values:
-                    items = str(value).split(GRAPH_FIELD_SEP)
-                    unique_items.update(items)
-                merged_data[key] = GRAPH_FIELD_SEP.join(unique_items)
-            elif strategy == "max":
-                # For numeric fields like weight
-                try:
-                    merged_data[key] = max(float(v) for v in values)
-                except (ValueError, TypeError):
-                    merged_data[key] = values[0]
-            else:
-                # Default strategy
-                merged_data[key] = values[0]
-
-        return merged_data
-
-    async def _merge_entities_done(self) -> None:
-        """Callback after entity merging is complete, ensures updates are persisted"""
-        await asyncio.gather(
-            *[
-                cast(StorageNameSpace, storage_inst).index_done_callback()
-                for storage_inst in [  # type: ignore
-                    self.entities_vdb,
-                    self.relationships_vdb,
-                    self.chunk_entity_relation_graph,
-                ]
-            ]
-        )
diff --git a/lightrag/utils.py b/lightrag/utils.py
index 43d82196..18d1c7aa 100644
--- a/lightrag/utils.py
+++ b/lightrag/utils.py
@@ -893,6 +893,365 @@ def always_get_an_event_loop() -> asyncio.AbstractEventLoop:
         return new_loop
 
 
+async def aexport_data(
+    chunk_entity_relation_graph,
+    entities_vdb,
+    relationships_vdb,
+    output_path: str,
+    file_format: str = "csv",
+    include_vector_data: bool = False,
+) -> None:
+    """
+    Asynchronously exports all entities, relations, and relationships to various formats.
+    
+    Args:
+        chunk_entity_relation_graph: Graph storage instance for entities and relations
+        entities_vdb: Vector database storage for entities
+        relationships_vdb: Vector database storage for relationships
+        output_path: The path to the output file (including extension).
+        file_format: Output format - "csv", "excel", "md", "txt".
+            - csv: Comma-separated values file
+            - excel: Microsoft Excel file with multiple sheets
+            - md: Markdown tables
+            - txt: Plain text formatted output
+        include_vector_data: Whether to include data from the vector database.
+    """
+    # Collect data
+    entities_data = []
+    relations_data = []
+    relationships_data = []
+
+    # --- Entities ---
+    all_entities = await chunk_entity_relation_graph.get_all_labels()
+    for entity_name in all_entities:
+        # Get entity information from graph
+        node_data = await chunk_entity_relation_graph.get_node(entity_name)
+        source_id = node_data.get("source_id") if node_data else None
+        
+        entity_info = {
+            "graph_data": node_data,
+            "source_id": source_id,
+        }
+        
+        # Optional: Get vector database information
+        if include_vector_data:
+            entity_id = compute_mdhash_id(entity_name, prefix="ent-")
+            vector_data = await entities_vdb.get_by_id(entity_id)
+            entity_info["vector_data"] = vector_data
+            
+        entity_row = {
+            "entity_name": entity_name,
+            "source_id": source_id,
+            "graph_data": str(entity_info["graph_data"]),  # Convert to string to ensure compatibility
+        }
+        if include_vector_data and "vector_data" in entity_info:
+            entity_row["vector_data"] = str(entity_info["vector_data"])
+        entities_data.append(entity_row)
+
+    # --- Relations ---
+    for src_entity in all_entities:
+        for tgt_entity in all_entities:
+            if src_entity == tgt_entity:
+                continue
+
+            edge_exists = await chunk_entity_relation_graph.has_edge(
+                src_entity, tgt_entity
+            )
+            if edge_exists:
+                # Get edge information from graph
+                edge_data = await chunk_entity_relation_graph.get_edge(
+                    src_entity, tgt_entity
+                )
+                source_id = edge_data.get("source_id") if edge_data else None
+                
+                relation_info = {
+                    "graph_data": edge_data,
+                    "source_id": source_id,
+                }
+                
+                # Optional: Get vector database information
+                if include_vector_data:
+                    rel_id = compute_mdhash_id(src_entity + tgt_entity, prefix="rel-")
+                    vector_data = await relationships_vdb.get_by_id(rel_id)
+                    relation_info["vector_data"] = vector_data
+                
+                relation_row = {
+                    "src_entity": src_entity,
+                    "tgt_entity": tgt_entity,
+                    "source_id": relation_info["source_id"],
+                    "graph_data": str(relation_info["graph_data"]),  # Convert to string
+                }
+                if include_vector_data and "vector_data" in relation_info:
+                    relation_row["vector_data"] = str(relation_info["vector_data"])
+                relations_data.append(relation_row)
+
+    # --- Relationships (from VectorDB) ---
+    all_relationships = await relationships_vdb.client_storage
+    for rel in all_relationships["data"]:
+        relationships_data.append(
+            {
+                "relationship_id": rel["__id__"],
+                "data": str(rel),  # Convert to string for compatibility
+            }
+        )
+
+    # Export based on format
+    if file_format == "csv":
+        # CSV export
+        with open(output_path, "w", newline="", encoding="utf-8") as csvfile:
+            # Entities
+            if entities_data:
+                csvfile.write("# ENTITIES\n")
+                writer = csv.DictWriter(csvfile, fieldnames=entities_data[0].keys())
+                writer.writeheader()
+                writer.writerows(entities_data)
+                csvfile.write("\n\n")
+
+            # Relations
+            if relations_data:
+                csvfile.write("# RELATIONS\n")
+                writer = csv.DictWriter(
+                    csvfile, fieldnames=relations_data[0].keys()
+                )
+                writer.writeheader()
+                writer.writerows(relations_data)
+                csvfile.write("\n\n")
+
+            # Relationships
+            if relationships_data:
+                csvfile.write("# RELATIONSHIPS\n")
+                writer = csv.DictWriter(
+                    csvfile, fieldnames=relationships_data[0].keys()
+                )
+                writer.writeheader()
+                writer.writerows(relationships_data)
+
+    elif file_format == "excel":
+        # Excel export
+        import pandas as pd
+        
+        entities_df = (
+            pd.DataFrame(entities_data) if entities_data else pd.DataFrame()
+        )
+        relations_df = (
+            pd.DataFrame(relations_data) if relations_data else pd.DataFrame()
+        )
+        relationships_df = (
+            pd.DataFrame(relationships_data)
+            if relationships_data
+            else pd.DataFrame()
+        )
+
+        with pd.ExcelWriter(output_path, engine="xlsxwriter") as writer:
+            if not entities_df.empty:
+                entities_df.to_excel(writer, sheet_name="Entities", index=False)
+            if not relations_df.empty:
+                relations_df.to_excel(writer, sheet_name="Relations", index=False)
+            if not relationships_df.empty:
+                relationships_df.to_excel(
+                    writer, sheet_name="Relationships", index=False
+                )
+
+    elif file_format == "md":
+        # Markdown export
+        with open(output_path, "w", encoding="utf-8") as mdfile:
+            mdfile.write("# LightRAG Data Export\n\n")
+
+            # Entities
+            mdfile.write("## Entities\n\n")
+            if entities_data:
+                # Write header
+                mdfile.write("| " + " | ".join(entities_data[0].keys()) + " |\n")
+                mdfile.write(
+                    "| "
+                    + " | ".join(["---"] * len(entities_data[0].keys()))
+                    + " |\n"
+                )
+
+                # Write rows
+                for entity in entities_data:
+                    mdfile.write(
+                        "| " + " | ".join(str(v) for v in entity.values()) + " |\n"
+                    )
+                mdfile.write("\n\n")
+            else:
+                mdfile.write("*No entity data available*\n\n")
+
+            # Relations
+            mdfile.write("## Relations\n\n")
+            if relations_data:
+                # Write header
+                mdfile.write("| " + " | ".join(relations_data[0].keys()) + " |\n")
+                mdfile.write(
+                    "| "
+                    + " | ".join(["---"] * len(relations_data[0].keys()))
+                    + " |\n"
+                )
+
+                # Write rows
+                for relation in relations_data:
+                    mdfile.write(
+                        "| "
+                        + " | ".join(str(v) for v in relation.values())
+                        + " |\n"
+                    )
+                mdfile.write("\n\n")
+            else:
+                mdfile.write("*No relation data available*\n\n")
+
+            # Relationships
+            mdfile.write("## Relationships\n\n")
+            if relationships_data:
+                # Write header
+                mdfile.write(
+                    "| " + " | ".join(relationships_data[0].keys()) + " |\n"
+                )
+                mdfile.write(
+                    "| "
+                    + " | ".join(["---"] * len(relationships_data[0].keys()))
+                    + " |\n"
+                )
+
+                # Write rows
+                for relationship in relationships_data:
+                    mdfile.write(
+                        "| "
+                        + " | ".join(str(v) for v in relationship.values())
+                        + " |\n"
+                    )
+            else:
+                mdfile.write("*No relationship data available*\n\n")
+
+    elif file_format == "txt":
+        # Plain text export
+        with open(output_path, "w", encoding="utf-8") as txtfile:
+            txtfile.write("LIGHTRAG DATA EXPORT\n")
+            txtfile.write("=" * 80 + "\n\n")
+
+            # Entities
+            txtfile.write("ENTITIES\n")
+            txtfile.write("-" * 80 + "\n")
+            if entities_data:
+                # Create fixed width columns
+                col_widths = {
+                    k: max(len(k), max(len(str(e[k])) for e in entities_data))
+                    for k in entities_data[0]
+                }
+                header = "  ".join(k.ljust(col_widths[k]) for k in entities_data[0])
+                txtfile.write(header + "\n")
+                txtfile.write("-" * len(header) + "\n")
+
+                # Write rows
+                for entity in entities_data:
+                    row = "  ".join(
+                        str(v).ljust(col_widths[k]) for k, v in entity.items()
+                    )
+                    txtfile.write(row + "\n")
+                txtfile.write("\n\n")
+            else:
+                txtfile.write("No entity data available\n\n")
+
+            # Relations
+            txtfile.write("RELATIONS\n")
+            txtfile.write("-" * 80 + "\n")
+            if relations_data:
+                # Create fixed width columns
+                col_widths = {
+                    k: max(len(k), max(len(str(r[k])) for r in relations_data))
+                    for k in relations_data[0]
+                }
+                header = "  ".join(
+                    k.ljust(col_widths[k]) for k in relations_data[0]
+                )
+                txtfile.write(header + "\n")
+                txtfile.write("-" * len(header) + "\n")
+
+                # Write rows
+                for relation in relations_data:
+                    row = "  ".join(
+                        str(v).ljust(col_widths[k]) for k, v in relation.items()
+                    )
+                    txtfile.write(row + "\n")
+                txtfile.write("\n\n")
+            else:
+                txtfile.write("No relation data available\n\n")
+
+            # Relationships
+            txtfile.write("RELATIONSHIPS\n")
+            txtfile.write("-" * 80 + "\n")
+            if relationships_data:
+                # Create fixed width columns
+                col_widths = {
+                    k: max(len(k), max(len(str(r[k])) for r in relationships_data))
+                    for k in relationships_data[0]
+                }
+                header = "  ".join(
+                    k.ljust(col_widths[k]) for k in relationships_data[0]
+                )
+                txtfile.write(header + "\n")
+                txtfile.write("-" * len(header) + "\n")
+
+                # Write rows
+                for relationship in relationships_data:
+                    row = "  ".join(
+                        str(v).ljust(col_widths[k]) for k, v in relationship.items()
+                    )
+                    txtfile.write(row + "\n")
+            else:
+                txtfile.write("No relationship data available\n\n")
+
+    else:
+        raise ValueError(
+            f"Unsupported file format: {file_format}. "
+            f"Choose from: csv, excel, md, txt"
+        )
+    if file_format is not None:
+        print(f"Data exported to: {output_path} with format: {file_format}")
+    else:
+        print("Data displayed as table format")
+
+
+def export_data(
+    chunk_entity_relation_graph,
+    entities_vdb,
+    relationships_vdb,
+    output_path: str,
+    file_format: str = "csv",
+    include_vector_data: bool = False,
+) -> None:
+    """
+    Synchronously exports all entities, relations, and relationships to various formats.
+    
+    Args:
+        chunk_entity_relation_graph: Graph storage instance for entities and relations
+        entities_vdb: Vector database storage for entities
+        relationships_vdb: Vector database storage for relationships
+        output_path: The path to the output file (including extension).
+        file_format: Output format - "csv", "excel", "md", "txt".
+            - csv: Comma-separated values file
+            - excel: Microsoft Excel file with multiple sheets
+            - md: Markdown tables
+            - txt: Plain text formatted output
+        include_vector_data: Whether to include data from the vector database.
+    """
+    try:
+        loop = asyncio.get_event_loop()
+    except RuntimeError:
+        loop = asyncio.new_event_loop()
+        asyncio.set_event_loop(loop)
+
+    loop.run_until_complete(
+        aexport_data(
+            chunk_entity_relation_graph,
+            entities_vdb,
+            relationships_vdb,
+            output_path,
+            file_format,
+            include_vector_data
+        )
+    )
+
+
 def lazy_external_import(module_name: str, class_name: str) -> Callable[..., Any]:
     """Lazily import a class from an external module based on the package of the caller."""
     # Get the caller's module and package
diff --git a/lightrag/utils_graph.py b/lightrag/utils_graph.py
new file mode 100644
index 00000000..3382dd41
--- /dev/null
+++ b/lightrag/utils_graph.py
@@ -0,0 +1,1031 @@
+from __future__ import annotations
+
+import asyncio
+from typing import Any, cast
+
+from .kg.shared_storage import get_graph_db_lock
+from .prompt import GRAPH_FIELD_SEP
+from .utils import compute_mdhash_id, logger, StorageNameSpace
+
+async def adelete_by_entity(
+    chunk_entity_relation_graph,
+    entities_vdb,
+    relationships_vdb,
+    entity_name: str
+) -> None:
+    """Asynchronously delete an entity and all its relationships.
+
+    Args:
+        chunk_entity_relation_graph: Graph storage instance
+        entities_vdb: Vector database storage for entities
+        relationships_vdb: Vector database storage for relationships
+        entity_name: Name of the entity to delete
+    """
+    graph_db_lock = get_graph_db_lock(enable_logging=False)
+    # Use graph database lock to ensure atomic graph and vector db operations
+    async with graph_db_lock:
+        try:
+            await entities_vdb.delete_entity(entity_name)
+            await relationships_vdb.delete_entity_relation(entity_name)
+            await chunk_entity_relation_graph.delete_node(entity_name)
+
+            logger.info(
+                f"Entity '{entity_name}' and its relationships have been deleted."
+            )
+            await _delete_by_entity_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph)
+        except Exception as e:
+            logger.error(f"Error while deleting entity '{entity_name}': {e}")
+
+async def _delete_by_entity_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph) -> None:
+    """Callback after entity deletion is complete, ensures updates are persisted"""
+    await asyncio.gather(
+        *[
+            cast(StorageNameSpace, storage_inst).index_done_callback()
+            for storage_inst in [  # type: ignore
+                entities_vdb,
+                relationships_vdb,
+                chunk_entity_relation_graph,
+            ]
+        ]
+    )
+
+async def adelete_by_relation(
+    chunk_entity_relation_graph,
+    relationships_vdb,
+    source_entity: str, 
+    target_entity: str
+) -> None:
+    """Asynchronously delete a relation between two entities.
+
+    Args:
+        chunk_entity_relation_graph: Graph storage instance
+        relationships_vdb: Vector database storage for relationships
+        source_entity: Name of the source entity
+        target_entity: Name of the target entity
+    """
+    graph_db_lock = get_graph_db_lock(enable_logging=False)
+    # Use graph database lock to ensure atomic graph and vector db operations
+    async with graph_db_lock:
+        try:
+            # Check if the relation exists
+            edge_exists = await chunk_entity_relation_graph.has_edge(
+                source_entity, target_entity
+            )
+            if not edge_exists:
+                logger.warning(
+                    f"Relation from '{source_entity}' to '{target_entity}' does not exist"
+                )
+                return
+
+            # Delete relation from vector database
+            relation_id = compute_mdhash_id(
+                source_entity + target_entity, prefix="rel-"
+            )
+            await relationships_vdb.delete([relation_id])
+
+            # Delete relation from knowledge graph
+            await chunk_entity_relation_graph.remove_edges(
+                [(source_entity, target_entity)]
+            )
+
+            logger.info(
+                f"Successfully deleted relation from '{source_entity}' to '{target_entity}'"
+            )
+            await _delete_relation_done(relationships_vdb, chunk_entity_relation_graph)
+        except Exception as e:
+            logger.error(
+                f"Error while deleting relation from '{source_entity}' to '{target_entity}': {e}"
+            )
+
+async def _delete_relation_done(relationships_vdb, chunk_entity_relation_graph) -> None:
+    """Callback after relation deletion is complete, ensures updates are persisted"""
+    await asyncio.gather(
+        *[
+            cast(StorageNameSpace, storage_inst).index_done_callback()
+            for storage_inst in [  # type: ignore
+                relationships_vdb,
+                chunk_entity_relation_graph,
+            ]
+        ]
+    )
+
+async def aedit_entity(
+    chunk_entity_relation_graph,
+    entities_vdb,
+    relationships_vdb,
+    entity_name: str, 
+    updated_data: dict[str, str], 
+    allow_rename: bool = True
+) -> dict[str, Any]:
+    """Asynchronously edit entity information.
+
+    Updates entity information in the knowledge graph and re-embeds the entity in the vector database.
+
+    Args:
+        chunk_entity_relation_graph: Graph storage instance
+        entities_vdb: Vector database storage for entities
+        relationships_vdb: Vector database storage for relationships
+        entity_name: Name of the entity to edit
+        updated_data: Dictionary containing updated attributes, e.g. {"description": "new description", "entity_type": "new type"}
+        allow_rename: Whether to allow entity renaming, defaults to True
+
+    Returns:
+        Dictionary containing updated entity information
+    """
+    graph_db_lock = get_graph_db_lock(enable_logging=False)
+    # Use graph database lock to ensure atomic graph and vector db operations
+    async with graph_db_lock:
+        try:
+            # 1. Get current entity information
+            node_exists = await chunk_entity_relation_graph.has_node(entity_name)
+            if not node_exists:
+                raise ValueError(f"Entity '{entity_name}' does not exist")
+            node_data = await chunk_entity_relation_graph.get_node(entity_name)
+
+            # Check if entity is being renamed
+            new_entity_name = updated_data.get("entity_name", entity_name)
+            is_renaming = new_entity_name != entity_name
+
+            # If renaming, check if new name already exists
+            if is_renaming:
+                if not allow_rename:
+                    raise ValueError(
+                        "Entity renaming is not allowed. Set allow_rename=True to enable this feature"
+                    )
+
+                existing_node = await chunk_entity_relation_graph.has_node(
+                    new_entity_name
+                )
+                if existing_node:
+                    raise ValueError(
+                        f"Entity name '{new_entity_name}' already exists, cannot rename"
+                    )
+
+            # 2. Update entity information in the graph
+            new_node_data = {**node_data, **updated_data}
+            new_node_data["entity_id"] = new_entity_name
+
+            if "entity_name" in new_node_data:
+                del new_node_data[
+                    "entity_name"
+                ]  # Node data should not contain entity_name field
+
+            # If renaming entity
+            if is_renaming:
+                logger.info(f"Renaming entity '{entity_name}' to '{new_entity_name}'")
+
+                # Create new entity
+                await chunk_entity_relation_graph.upsert_node(
+                    new_entity_name, new_node_data
+                )
+
+                # Store relationships that need to be updated
+                relations_to_update = []
+                relations_to_delete = []
+                # Get all edges related to the original entity
+                edges = await chunk_entity_relation_graph.get_node_edges(
+                    entity_name
+                )
+                if edges:
+                    # Recreate edges for the new entity
+                    for source, target in edges:
+                        edge_data = await chunk_entity_relation_graph.get_edge(
+                            source, target
+                        )
+                        if edge_data:
+                            relations_to_delete.append(
+                                compute_mdhash_id(source + target, prefix="rel-")
+                            )
+                            relations_to_delete.append(
+                                compute_mdhash_id(target + source, prefix="rel-")
+                            )
+                            if source == entity_name:
+                                await chunk_entity_relation_graph.upsert_edge(
+                                    new_entity_name, target, edge_data
+                                )
+                                relations_to_update.append(
+                                    (new_entity_name, target, edge_data)
+                                )
+                            else:  # target == entity_name
+                                await chunk_entity_relation_graph.upsert_edge(
+                                    source, new_entity_name, edge_data
+                                )
+                                relations_to_update.append(
+                                    (source, new_entity_name, edge_data)
+                                )
+
+                # Delete old entity
+                await chunk_entity_relation_graph.delete_node(entity_name)
+
+                # Delete old entity record from vector database
+                old_entity_id = compute_mdhash_id(entity_name, prefix="ent-")
+                await entities_vdb.delete([old_entity_id])
+                logger.info(
+                    f"Deleted old entity '{entity_name}' and its vector embedding from database"
+                )
+
+                # Delete old relation records from vector database
+                await relationships_vdb.delete(relations_to_delete)
+                logger.info(
+                    f"Deleted {len(relations_to_delete)} relation records for entity '{entity_name}' from vector database"
+                )
+
+                # Update relationship vector representations
+                for src, tgt, edge_data in relations_to_update:
+                    description = edge_data.get("description", "")
+                    keywords = edge_data.get("keywords", "")
+                    source_id = edge_data.get("source_id", "")
+                    weight = float(edge_data.get("weight", 1.0))
+
+                    # Create new content for embedding
+                    content = f"{src}\t{tgt}\n{keywords}\n{description}"
+
+                    # Calculate relationship ID
+                    relation_id = compute_mdhash_id(src + tgt, prefix="rel-")
+
+                    # Prepare data for vector database update
+                    relation_data = {
+                        relation_id: {
+                            "content": content,
+                            "src_id": src,
+                            "tgt_id": tgt,
+                            "source_id": source_id,
+                            "description": description,
+                            "keywords": keywords,
+                            "weight": weight,
+                        }
+                    }
+
+                    # Update vector database
+                    await relationships_vdb.upsert(relation_data)
+
+                # Update working entity name to new name
+                entity_name = new_entity_name
+            else:
+                # If not renaming, directly update node data
+                await chunk_entity_relation_graph.upsert_node(
+                    entity_name, new_node_data
+                )
+
+            # 3. Recalculate entity's vector representation and update vector database
+            description = new_node_data.get("description", "")
+            source_id = new_node_data.get("source_id", "")
+            entity_type = new_node_data.get("entity_type", "")
+            content = entity_name + "\n" + description
+
+            # Calculate entity ID
+            entity_id = compute_mdhash_id(entity_name, prefix="ent-")
+
+            # Prepare data for vector database update
+            entity_data = {
+                entity_id: {
+                    "content": content,
+                    "entity_name": entity_name,
+                    "source_id": source_id,
+                    "description": description,
+                    "entity_type": entity_type,
+                }
+            }
+
+            # Update vector database
+            await entities_vdb.upsert(entity_data)
+
+            # 4. Save changes
+            await _edit_entity_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph)
+
+            logger.info(f"Entity '{entity_name}' successfully updated")
+            return await get_entity_info(chunk_entity_relation_graph, entities_vdb, entity_name, include_vector_data=True)
+        except Exception as e:
+            logger.error(f"Error while editing entity '{entity_name}': {e}")
+            raise
+
+async def _edit_entity_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph) -> None:
+    """Callback after entity editing is complete, ensures updates are persisted"""
+    await asyncio.gather(
+        *[
+            cast(StorageNameSpace, storage_inst).index_done_callback()
+            for storage_inst in [  # type: ignore
+                entities_vdb,
+                relationships_vdb,
+                chunk_entity_relation_graph,
+            ]
+        ]
+    )
+
+async def aedit_relation(
+    chunk_entity_relation_graph,
+    entities_vdb,
+    relationships_vdb,
+    source_entity: str, 
+    target_entity: str, 
+    updated_data: dict[str, Any]
+) -> dict[str, Any]:
+    """Asynchronously edit relation information.
+
+    Updates relation (edge) information in the knowledge graph and re-embeds the relation in the vector database.
+
+    Args:
+        chunk_entity_relation_graph: Graph storage instance
+        entities_vdb: Vector database storage for entities
+        relationships_vdb: Vector database storage for relationships
+        source_entity: Name of the source entity
+        target_entity: Name of the target entity
+        updated_data: Dictionary containing updated attributes, e.g. {"description": "new description", "keywords": "new keywords"}
+
+    Returns:
+        Dictionary containing updated relation information
+    """
+    graph_db_lock = get_graph_db_lock(enable_logging=False)
+    # Use graph database lock to ensure atomic graph and vector db operations
+    async with graph_db_lock:
+        try:
+            # 1. Get current relation information
+            edge_exists = await chunk_entity_relation_graph.has_edge(
+                source_entity, target_entity
+            )
+            if not edge_exists:
+                raise ValueError(
+                    f"Relation from '{source_entity}' to '{target_entity}' does not exist"
+                )
+            edge_data = await chunk_entity_relation_graph.get_edge(
+                source_entity, target_entity
+            )
+            # Important: First delete the old relation record from the vector database
+            old_relation_id = compute_mdhash_id(
+                source_entity + target_entity, prefix="rel-"
+            )
+            await relationships_vdb.delete([old_relation_id])
+            logger.info(
+                f"Deleted old relation record from vector database for relation {source_entity} -> {target_entity}"
+            )
+
+            # 2. Update relation information in the graph
+            new_edge_data = {**edge_data, **updated_data}
+            await chunk_entity_relation_graph.upsert_edge(
+                source_entity, target_entity, new_edge_data
+            )
+
+            # 3. Recalculate relation's vector representation and update vector database
+            description = new_edge_data.get("description", "")
+            keywords = new_edge_data.get("keywords", "")
+            source_id = new_edge_data.get("source_id", "")
+            weight = float(new_edge_data.get("weight", 1.0))
+
+            # Create content for embedding
+            content = f"{source_entity}\t{target_entity}\n{keywords}\n{description}"
+
+            # Calculate relation ID
+            relation_id = compute_mdhash_id(
+                source_entity + target_entity, prefix="rel-"
+            )
+
+            # Prepare data for vector database update
+            relation_data = {
+                relation_id: {
+                    "content": content,
+                    "src_id": source_entity,
+                    "tgt_id": target_entity,
+                    "source_id": source_id,
+                    "description": description,
+                    "keywords": keywords,
+                    "weight": weight,
+                }
+            }
+
+            # Update vector database
+            await relationships_vdb.upsert(relation_data)
+
+            # 4. Save changes
+            await _edit_relation_done(relationships_vdb, chunk_entity_relation_graph)
+
+            logger.info(
+                f"Relation from '{source_entity}' to '{target_entity}' successfully updated"
+            )
+            return await get_relation_info(
+                chunk_entity_relation_graph, relationships_vdb, source_entity, target_entity, include_vector_data=True
+            )
+        except Exception as e:
+            logger.error(
+                f"Error while editing relation from '{source_entity}' to '{target_entity}': {e}"
+            )
+            raise
+
+async def _edit_relation_done(relationships_vdb, chunk_entity_relation_graph) -> None:
+    """Callback after relation editing is complete, ensures updates are persisted"""
+    await asyncio.gather(
+        *[
+            cast(StorageNameSpace, storage_inst).index_done_callback()
+            for storage_inst in [  # type: ignore
+                relationships_vdb,
+                chunk_entity_relation_graph,
+            ]
+        ]
+    )
+
+async def acreate_entity(
+    chunk_entity_relation_graph,
+    entities_vdb,
+    relationships_vdb,
+    entity_name: str, 
+    entity_data: dict[str, Any]
+) -> dict[str, Any]:
+    """Asynchronously create a new entity.
+
+    Creates a new entity in the knowledge graph and adds it to the vector database.
+
+    Args:
+        chunk_entity_relation_graph: Graph storage instance
+        entities_vdb: Vector database storage for entities
+        relationships_vdb: Vector database storage for relationships
+        entity_name: Name of the new entity
+        entity_data: Dictionary containing entity attributes, e.g. {"description": "description", "entity_type": "type"}
+
+    Returns:
+        Dictionary containing created entity information
+    """
+    graph_db_lock = get_graph_db_lock(enable_logging=False)
+    # Use graph database lock to ensure atomic graph and vector db operations
+    async with graph_db_lock:
+        try:
+            # Check if entity already exists
+            existing_node = await chunk_entity_relation_graph.has_node(entity_name)
+            if existing_node:
+                raise ValueError(f"Entity '{entity_name}' already exists")
+
+            # Prepare node data with defaults if missing
+            node_data = {
+                "entity_id": entity_name,
+                "entity_type": entity_data.get("entity_type", "UNKNOWN"),
+                "description": entity_data.get("description", ""),
+                "source_id": entity_data.get("source_id", "manual"),
+            }
+
+            # Add entity to knowledge graph
+            await chunk_entity_relation_graph.upsert_node(entity_name, node_data)
+
+            # Prepare content for entity
+            description = node_data.get("description", "")
+            source_id = node_data.get("source_id", "")
+            entity_type = node_data.get("entity_type", "")
+            content = entity_name + "\n" + description
+
+            # Calculate entity ID
+            entity_id = compute_mdhash_id(entity_name, prefix="ent-")
+
+            # Prepare data for vector database update
+            entity_data_for_vdb = {
+                entity_id: {
+                    "content": content,
+                    "entity_name": entity_name,
+                    "source_id": source_id,
+                    "description": description,
+                    "entity_type": entity_type,
+                }
+            }
+
+            # Update vector database
+            await entities_vdb.upsert(entity_data_for_vdb)
+
+            # Save changes
+            await _edit_entity_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph)
+
+            logger.info(f"Entity '{entity_name}' successfully created")
+            return await get_entity_info(chunk_entity_relation_graph, entities_vdb, entity_name, include_vector_data=True)
+        except Exception as e:
+            logger.error(f"Error while creating entity '{entity_name}': {e}")
+            raise
+
+async def acreate_relation(
+    chunk_entity_relation_graph,
+    entities_vdb,
+    relationships_vdb,
+    source_entity: str, 
+    target_entity: str, 
+    relation_data: dict[str, Any]
+) -> dict[str, Any]:
+    """Asynchronously create a new relation between entities.
+
+    Creates a new relation (edge) in the knowledge graph and adds it to the vector database.
+
+    Args:
+        chunk_entity_relation_graph: Graph storage instance
+        entities_vdb: Vector database storage for entities
+        relationships_vdb: Vector database storage for relationships
+        source_entity: Name of the source entity
+        target_entity: Name of the target entity
+        relation_data: Dictionary containing relation attributes, e.g. {"description": "description", "keywords": "keywords"}
+
+    Returns:
+        Dictionary containing created relation information
+    """
+    graph_db_lock = get_graph_db_lock(enable_logging=False)
+    # Use graph database lock to ensure atomic graph and vector db operations
+    async with graph_db_lock:
+        try:
+            # Check if both entities exist
+            source_exists = await chunk_entity_relation_graph.has_node(
+                source_entity
+            )
+            target_exists = await chunk_entity_relation_graph.has_node(
+                target_entity
+            )
+
+            if not source_exists:
+                raise ValueError(f"Source entity '{source_entity}' does not exist")
+            if not target_exists:
+                raise ValueError(f"Target entity '{target_entity}' does not exist")
+
+            # Check if relation already exists
+            existing_edge = await chunk_entity_relation_graph.has_edge(
+                source_entity, target_entity
+            )
+            if existing_edge:
+                raise ValueError(
+                    f"Relation from '{source_entity}' to '{target_entity}' already exists"
+                )
+
+            # Prepare edge data with defaults if missing
+            edge_data = {
+                "description": relation_data.get("description", ""),
+                "keywords": relation_data.get("keywords", ""),
+                "source_id": relation_data.get("source_id", "manual"),
+                "weight": float(relation_data.get("weight", 1.0)),
+            }
+
+            # Add relation to knowledge graph
+            await chunk_entity_relation_graph.upsert_edge(
+                source_entity, target_entity, edge_data
+            )
+
+            # Prepare content for embedding
+            description = edge_data.get("description", "")
+            keywords = edge_data.get("keywords", "")
+            source_id = edge_data.get("source_id", "")
+            weight = edge_data.get("weight", 1.0)
+
+            # Create content for embedding
+            content = f"{keywords}\t{source_entity}\n{target_entity}\n{description}"
+
+            # Calculate relation ID
+            relation_id = compute_mdhash_id(
+                source_entity + target_entity, prefix="rel-"
+            )
+
+            # Prepare data for vector database update
+            relation_data_for_vdb = {
+                relation_id: {
+                    "content": content,
+                    "src_id": source_entity,
+                    "tgt_id": target_entity,
+                    "source_id": source_id,
+                    "description": description,
+                    "keywords": keywords,
+                    "weight": weight,
+                }
+            }
+
+            # Update vector database
+            await relationships_vdb.upsert(relation_data_for_vdb)
+
+            # Save changes
+            await _edit_relation_done(relationships_vdb, chunk_entity_relation_graph)
+
+            logger.info(
+                f"Relation from '{source_entity}' to '{target_entity}' successfully created"
+            )
+            return await get_relation_info(
+                chunk_entity_relation_graph, relationships_vdb, source_entity, target_entity, include_vector_data=True
+            )
+        except Exception as e:
+            logger.error(
+                f"Error while creating relation from '{source_entity}' to '{target_entity}': {e}"
+            )
+            raise
+
+async def amerge_entities(
+    chunk_entity_relation_graph,
+    entities_vdb,
+    relationships_vdb,
+    source_entities: list[str],
+    target_entity: str,
+    merge_strategy: dict[str, str] = None,
+    target_entity_data: dict[str, Any] = None,
+) -> dict[str, Any]:
+    """Asynchronously merge multiple entities into one entity.
+
+    Merges multiple source entities into a target entity, handling all relationships,
+    and updating both the knowledge graph and vector database.
+
+    Args:
+        chunk_entity_relation_graph: Graph storage instance
+        entities_vdb: Vector database storage for entities
+        relationships_vdb: Vector database storage for relationships
+        source_entities: List of source entity names to merge
+        target_entity: Name of the target entity after merging
+        merge_strategy: Merge strategy configuration, e.g. {"description": "concatenate", "entity_type": "keep_first"}
+            Supported strategies:
+            - "concatenate": Concatenate all values (for text fields)
+            - "keep_first": Keep the first non-empty value
+            - "keep_last": Keep the last non-empty value
+            - "join_unique": Join all unique values (for fields separated by delimiter)
+        target_entity_data: Dictionary of specific values to set for the target entity,
+            overriding any merged values, e.g. {"description": "custom description", "entity_type": "PERSON"}
+
+    Returns:
+        Dictionary containing the merged entity information
+    """
+    graph_db_lock = get_graph_db_lock(enable_logging=False)
+    # Use graph database lock to ensure atomic graph and vector db operations
+    async with graph_db_lock:
+        try:
+            # Default merge strategy
+            default_strategy = {
+                "description": "concatenate",
+                "entity_type": "keep_first",
+                "source_id": "join_unique",
+            }
+
+            merge_strategy = (
+                default_strategy
+                if merge_strategy is None
+                else {**default_strategy, **merge_strategy}
+            )
+            target_entity_data = (
+                {} if target_entity_data is None else target_entity_data
+            )
+
+            # 1. Check if all source entities exist
+            source_entities_data = {}
+            for entity_name in source_entities:
+                node_exists = await chunk_entity_relation_graph.has_node(
+                    entity_name
+                )
+                if not node_exists:
+                    raise ValueError(f"Source entity '{entity_name}' does not exist")
+                node_data = await chunk_entity_relation_graph.get_node(entity_name)
+                source_entities_data[entity_name] = node_data
+
+            # 2. Check if target entity exists and get its data if it does
+            target_exists = await chunk_entity_relation_graph.has_node(
+                target_entity
+            )
+            existing_target_entity_data = {}
+            if target_exists:
+                existing_target_entity_data = (
+                    await chunk_entity_relation_graph.get_node(target_entity)
+                )
+                logger.info(
+                    f"Target entity '{target_entity}' already exists, will merge data"
+                )
+
+            # 3. Merge entity data
+            merged_entity_data = _merge_entity_attributes(
+                list(source_entities_data.values())
+                + ([existing_target_entity_data] if target_exists else []),
+                merge_strategy,
+            )
+
+            # Apply any explicitly provided target entity data (overrides merged data)
+            for key, value in target_entity_data.items():
+                merged_entity_data[key] = value
+
+            # 4. Get all relationships of the source entities
+            all_relations = []
+            for entity_name in source_entities:
+                # Get all relationships of the source entities
+                edges = await chunk_entity_relation_graph.get_node_edges(
+                    entity_name
+                )
+                if edges:
+                    for src, tgt in edges:
+                        # Ensure src is the current entity
+                        if src == entity_name:
+                            edge_data = await chunk_entity_relation_graph.get_edge(
+                                src, tgt
+                            )
+                            all_relations.append((src, tgt, edge_data))
+
+            # 5. Create or update the target entity
+            merged_entity_data["entity_id"] = target_entity
+            if not target_exists:
+                await chunk_entity_relation_graph.upsert_node(
+                    target_entity, merged_entity_data
+                )
+                logger.info(f"Created new target entity '{target_entity}'")
+            else:
+                await chunk_entity_relation_graph.upsert_node(
+                    target_entity, merged_entity_data
+                )
+                logger.info(f"Updated existing target entity '{target_entity}'")
+
+            # 6. Recreate all relationships, pointing to the target entity
+            relation_updates = {}  # Track relationships that need to be merged
+            relations_to_delete = []
+
+            for src, tgt, edge_data in all_relations:
+                relations_to_delete.append(compute_mdhash_id(src + tgt, prefix="rel-"))
+                relations_to_delete.append(compute_mdhash_id(tgt + src, prefix="rel-"))
+                new_src = target_entity if src in source_entities else src
+                new_tgt = target_entity if tgt in source_entities else tgt
+
+                # Skip relationships between source entities to avoid self-loops
+                if new_src == new_tgt:
+                    logger.info(
+                        f"Skipping relationship between source entities: {src} -> {tgt} to avoid self-loop"
+                    )
+                    continue
+
+                # Check if the same relationship already exists
+                relation_key = f"{new_src}|{new_tgt}"
+                if relation_key in relation_updates:
+                    # Merge relationship data
+                    existing_data = relation_updates[relation_key]["data"]
+                    merged_relation = _merge_relation_attributes(
+                        [existing_data, edge_data],
+                        {
+                            "description": "concatenate",
+                            "keywords": "join_unique",
+                            "source_id": "join_unique",
+                            "weight": "max",
+                        },
+                    )
+                    relation_updates[relation_key]["data"] = merged_relation
+                    logger.info(
+                        f"Merged duplicate relationship: {new_src} -> {new_tgt}"
+                    )
+                else:
+                    relation_updates[relation_key] = {
+                        "src": new_src,
+                        "tgt": new_tgt,
+                        "data": edge_data.copy(),
+                    }
+
+            # Apply relationship updates
+            for rel_data in relation_updates.values():
+                await chunk_entity_relation_graph.upsert_edge(
+                    rel_data["src"], rel_data["tgt"], rel_data["data"]
+                )
+                logger.info(
+                    f"Created or updated relationship: {rel_data['src']} -> {rel_data['tgt']}"
+                )
+
+                # Delete relationships records from vector database
+                await relationships_vdb.delete(relations_to_delete)
+                logger.info(
+                    f"Deleted {len(relations_to_delete)} relation records for entity from vector database"
+                )
+
+            # 7. Update entity vector representation
+            description = merged_entity_data.get("description", "")
+            source_id = merged_entity_data.get("source_id", "")
+            entity_type = merged_entity_data.get("entity_type", "")
+            content = target_entity + "\n" + description
+
+            entity_id = compute_mdhash_id(target_entity, prefix="ent-")
+            entity_data_for_vdb = {
+                entity_id: {
+                    "content": content,
+                    "entity_name": target_entity,
+                    "source_id": source_id,
+                    "description": description,
+                    "entity_type": entity_type,
+                }
+            }
+
+            await entities_vdb.upsert(entity_data_for_vdb)
+
+            # 8. Update relationship vector representations
+            for rel_data in relation_updates.values():
+                src = rel_data["src"]
+                tgt = rel_data["tgt"]
+                edge_data = rel_data["data"]
+
+                description = edge_data.get("description", "")
+                keywords = edge_data.get("keywords", "")
+                source_id = edge_data.get("source_id", "")
+                weight = float(edge_data.get("weight", 1.0))
+
+                content = f"{keywords}\t{src}\n{tgt}\n{description}"
+                relation_id = compute_mdhash_id(src + tgt, prefix="rel-")
+
+                relation_data_for_vdb = {
+                    relation_id: {
+                        "content": content,
+                        "src_id": src,
+                        "tgt_id": tgt,
+                        "source_id": source_id,
+                        "description": description,
+                        "keywords": keywords,
+                        "weight": weight,
+                    }
+                }
+
+                await relationships_vdb.upsert(relation_data_for_vdb)
+
+            # 9. Delete source entities
+            for entity_name in source_entities:
+                if entity_name == target_entity:
+                    logger.info(
+                        f"Skipping deletion of '{entity_name}' as it's also the target entity"
+                    )
+                    continue
+
+                # Delete entity node from knowledge graph
+                await chunk_entity_relation_graph.delete_node(entity_name)
+
+                # Delete entity record from vector database
+                entity_id = compute_mdhash_id(entity_name, prefix="ent-")
+                await entities_vdb.delete([entity_id])
+
+                logger.info(
+                    f"Deleted source entity '{entity_name}' and its vector embedding from database"
+                )
+
+            # 10. Save changes
+            await _merge_entities_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph)
+
+            logger.info(
+                f"Successfully merged {len(source_entities)} entities into '{target_entity}'"
+            )
+            return await get_entity_info(chunk_entity_relation_graph, entities_vdb, target_entity, include_vector_data=True)
+
+        except Exception as e:
+            logger.error(f"Error merging entities: {e}")
+            raise
+
+def _merge_entity_attributes(
+    entity_data_list: list[dict[str, Any]], merge_strategy: dict[str, str]
+) -> dict[str, Any]:
+    """Merge attributes from multiple entities.
+
+    Args:
+        entity_data_list: List of dictionaries containing entity data
+        merge_strategy: Merge strategy for each field
+
+    Returns:
+        Dictionary containing merged entity data
+    """
+    merged_data = {}
+
+    # Collect all possible keys
+    all_keys = set()
+    for data in entity_data_list:
+        all_keys.update(data.keys())
+
+    # Merge values for each key
+    for key in all_keys:
+        # Get all values for this key
+        values = [data.get(key) for data in entity_data_list if data.get(key)]
+
+        if not values:
+            continue
+
+        # Merge values according to strategy
+        strategy = merge_strategy.get(key, "keep_first")
+
+        if strategy == "concatenate":
+            merged_data[key] = "\n\n".join(values)
+        elif strategy == "keep_first":
+            merged_data[key] = values[0]
+        elif strategy == "keep_last":
+            merged_data[key] = values[-1]
+        elif strategy == "join_unique":
+            # Handle fields separated by GRAPH_FIELD_SEP
+            unique_items = set()
+            for value in values:
+                items = value.split(GRAPH_FIELD_SEP)
+                unique_items.update(items)
+            merged_data[key] = GRAPH_FIELD_SEP.join(unique_items)
+        else:
+            # Default strategy
+            merged_data[key] = values[0]
+
+    return merged_data
+
+def _merge_relation_attributes(
+    relation_data_list: list[dict[str, Any]], merge_strategy: dict[str, str]
+) -> dict[str, Any]:
+    """Merge attributes from multiple relationships.
+
+    Args:
+        relation_data_list: List of dictionaries containing relationship data
+        merge_strategy: Merge strategy for each field
+
+    Returns:
+        Dictionary containing merged relationship data
+    """
+    merged_data = {}
+
+    # Collect all possible keys
+    all_keys = set()
+    for data in relation_data_list:
+        all_keys.update(data.keys())
+
+    # Merge values for each key
+    for key in all_keys:
+        # Get all values for this key
+        values = [
+            data.get(key)
+            for data in relation_data_list
+            if data.get(key) is not None
+        ]
+
+        if not values:
+            continue
+
+        # Merge values according to strategy
+        strategy = merge_strategy.get(key, "keep_first")
+
+        if strategy == "concatenate":
+            merged_data[key] = "\n\n".join(str(v) for v in values)
+        elif strategy == "keep_first":
+            merged_data[key] = values[0]
+        elif strategy == "keep_last":
+            merged_data[key] = values[-1]
+        elif strategy == "join_unique":
+            # Handle fields separated by GRAPH_FIELD_SEP
+            unique_items = set()
+            for value in values:
+                items = str(value).split(GRAPH_FIELD_SEP)
+                unique_items.update(items)
+            merged_data[key] = GRAPH_FIELD_SEP.join(unique_items)
+        elif strategy == "max":
+            # For numeric fields like weight
+            try:
+                merged_data[key] = max(float(v) for v in values)
+            except (ValueError, TypeError):
+                merged_data[key] = values[0]
+        else:
+            # Default strategy
+            merged_data[key] = values[0]
+
+    return merged_data
+
+async def _merge_entities_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph) -> None:
+    """Callback after entity merging is complete, ensures updates are persisted"""
+    await asyncio.gather(
+        *[
+            cast(StorageNameSpace, storage_inst).index_done_callback()
+            for storage_inst in [  # type: ignore
+                entities_vdb,
+                relationships_vdb,
+                chunk_entity_relation_graph,
+            ]
+        ]
+    )
+
+async def get_entity_info(
+    chunk_entity_relation_graph,
+    entities_vdb,
+    entity_name: str, 
+    include_vector_data: bool = False
+) -> dict[str, str | None | dict[str, str]]:
+    """Get detailed information of an entity"""
+
+    # Get information from the graph
+    node_data = await chunk_entity_relation_graph.get_node(entity_name)
+    source_id = node_data.get("source_id") if node_data else None
+
+    result: dict[str, str | None | dict[str, str]] = {
+        "entity_name": entity_name,
+        "source_id": source_id,
+        "graph_data": node_data,
+    }
+
+    # Optional: Get vector database information
+    if include_vector_data:
+        entity_id = compute_mdhash_id(entity_name, prefix="ent-")
+        vector_data = await entities_vdb.get_by_id(entity_id)
+        result["vector_data"] = vector_data
+
+    return result
+
+async def get_relation_info(
+    chunk_entity_relation_graph,
+    relationships_vdb,
+    src_entity: str, 
+    tgt_entity: str, 
+    include_vector_data: bool = False
+) -> dict[str, str | None | dict[str, str]]:
+    """Get detailed information of a relationship"""
+
+    # Get information from the graph
+    edge_data = await chunk_entity_relation_graph.get_edge(
+        src_entity, tgt_entity
+    )
+    source_id = edge_data.get("source_id") if edge_data else None
+
+    result: dict[str, str | None | dict[str, str]] = {
+        "src_entity": src_entity,
+        "tgt_entity": tgt_entity,
+        "source_id": source_id,
+        "graph_data": edge_data,
+    }
+
+    # Optional: Get vector database information
+    if include_vector_data:
+        rel_id = compute_mdhash_id(src_entity + tgt_entity, prefix="rel-")
+        vector_data = await relationships_vdb.get_by_id(rel_id)
+        result["vector_data"] = vector_data
+
+    return result

From 88947c7ece3897f19caf18d14592a0e4dc928813 Mon Sep 17 00:00:00 2001
From: choizhang <choizhang@qq.com>
Date: Mon, 14 Apr 2025 10:13:54 +0800
Subject: [PATCH 11/20] refactor(graph): Refactoring the attribute line
 component to extract common logic into a separate file

---
 .../components/graph/EditablePropertyRow.tsx  | 301 +-----------------
 .../src/components/graph/PropertiesView.tsx   |   1 -
 .../graph/PropertyRowComponents.tsx           |  53 +++
 lightrag_webui/src/utils/graphOperations.ts   | 175 ++++++++++
 4 files changed, 237 insertions(+), 293 deletions(-)
 create mode 100644 lightrag_webui/src/components/graph/PropertyRowComponents.tsx
 create mode 100644 lightrag_webui/src/utils/graphOperations.ts

diff --git a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
index bca482b8..a8e84fce 100644
--- a/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
+++ b/lightrag_webui/src/components/graph/EditablePropertyRow.tsx
@@ -1,22 +1,18 @@
 import { useState, useEffect } from 'react'
-import { useRef } from 'react'
 import { useTranslation } from 'react-i18next'
-import Text from '@/components/ui/Text'
 import { toast } from 'sonner'
 import { updateEntity, updateRelation, checkEntityNameExists } from '@/api/lightrag'
-import { useGraphStore } from '@/stores/graph'
-import { PencilIcon } from 'lucide-react'
+import { updateGraphNode, updateGraphEdge } from '@/utils/graphOperations'
+import { PropertyName, EditIcon, PropertyValue } from './PropertyRowComponents'
 import PropertyEditDialog from './PropertyEditDialog'
 
 /**
  * Interface for the EditablePropertyRow component props
- * Defines all possible properties that can be passed to the component
  */
 interface EditablePropertyRowProps {
   name: string                  // Property name to display and edit
   value: any                    // Initial value of the property
   onClick?: () => void          // Optional click handler for the property value
-  tooltip?: string              // Optional tooltip text
   entityId?: string             // ID of the entity (for node type)
   entityType?: 'node' | 'edge'  // Type of graph entity
   sourceId?: string            // Source node ID (for edge type)
@@ -26,19 +22,8 @@ interface EditablePropertyRowProps {
 }
 
 /**
- * Interface for tracking edges that need updating when a node ID changes
- */
-interface EdgeToUpdate {
-  originalDynamicId: string;
-  newEdgeId: string;
-  edgeIndex: number;
-}
-
-/**
- * EditablePropertyRow component that supports double-click to edit property values
+ * EditablePropertyRow component that supports editing property values
  * This component is used in the graph properties panel to display and edit entity properties
- *
- * @component
  */
 const EditablePropertyRow = ({
   name,
@@ -51,253 +36,27 @@ const EditablePropertyRow = ({
   onValueChange,
   isEditable = false
 }: EditablePropertyRowProps) => {
-  // Component state
   const { t } = useTranslation()
   const [isEditing, setIsEditing] = useState(false)
   const [isSubmitting, setIsSubmitting] = useState(false)
   const [currentValue, setCurrentValue] = useState(initialValue)
-  const inputRef = useRef<HTMLInputElement>(null)
 
-
-  /**
-   * Update currentValue when initialValue changes from parent
-   */
   useEffect(() => {
     setCurrentValue(initialValue)
   }, [initialValue])
 
-  /**
-   * Initialize edit value and focus input when entering edit mode
-   */
-  useEffect(() => {
-    if (isEditing) {
-      // Focus the input element when entering edit mode with a small delay
-      // to ensure the input is rendered before focusing
-      setTimeout(() => {
-        if (inputRef.current) {
-          inputRef.current.focus()
-          inputRef.current.select()
-        }
-      }, 50)
-    }
-  }, [isEditing])
-
-  /**
-   * Get translated property name from i18n
-   * Falls back to the original name if no translation is found
-   */
-  const getPropertyNameTranslation = (propName: string) => {
-    const translationKey = `graphPanel.propertiesView.node.propertyNames.${propName}`
-    const translation = t(translationKey)
-    return translation === translationKey ? propName : translation
-  }
-
-  /**
-   * Handle edit icon click to open dialog
-   */
   const handleEditClick = () => {
     if (isEditable && !isEditing) {
       setIsEditing(true)
     }
   }
 
-  /**
-   * Handle dialog close without saving
-   */
   const handleCancel = () => {
     setIsEditing(false)
   }
 
-  /**
-   * Update node in the graph visualization after API update
-   * Handles both property updates and entity ID changes
-   *
-   * @param nodeId - ID of the node to update
-   * @param propertyName - Name of the property being updated
-   * @param newValue - New value for the property
-   */
-  const updateGraphNode = async (nodeId: string, propertyName: string, newValue: string) => {
-    // Get graph state from store
-    const sigmaInstance = useGraphStore.getState().sigmaInstance
-    const sigmaGraph = useGraphStore.getState().sigmaGraph
-    const rawGraph = useGraphStore.getState().rawGraph
-
-    // Validate graph state
-    if (!sigmaInstance || !sigmaGraph || !rawGraph || !sigmaGraph.hasNode(String(nodeId))) {
-      return
-    }
-
-    try {
-      const nodeAttributes = sigmaGraph.getNodeAttributes(String(nodeId))
-
-      // Special handling for entity_id changes (node renaming)
-      if (propertyName === 'entity_id') {
-        // Create new node with updated ID but same attributes
-        sigmaGraph.addNode(newValue, { ...nodeAttributes, label: newValue })
-
-        const edgesToUpdate: EdgeToUpdate[] = [];
-
-        // Process all edges connected to this node
-        sigmaGraph.forEachEdge(String(nodeId), (edge, attributes, source, target) => {
-          const otherNode = source === String(nodeId) ? target : source
-          const isOutgoing = source === String(nodeId)
-
-          // Get original edge dynamic ID for later reference
-          const originalEdgeDynamicId = edge
-          const edgeIndexInRawGraph = rawGraph.edgeDynamicIdMap[originalEdgeDynamicId]
-
-          // Create new edge with updated node reference
-          const newEdgeId = sigmaGraph.addEdge(
-            isOutgoing ? newValue : otherNode,
-            isOutgoing ? otherNode : newValue,
-            attributes
-          )
-
-          // Track edges that need updating in the raw graph
-          if (edgeIndexInRawGraph !== undefined) {
-            edgesToUpdate.push({
-              originalDynamicId: originalEdgeDynamicId,
-              newEdgeId: newEdgeId,
-              edgeIndex: edgeIndexInRawGraph
-            })
-          }
-
-          // Remove the old edge
-          sigmaGraph.dropEdge(edge)
-        })
-
-        // Remove the old node after all edges are processed
-        sigmaGraph.dropNode(String(nodeId))
-
-        // Update node reference in raw graph data
-        const nodeIndex = rawGraph.nodeIdMap[String(nodeId)]
-        if (nodeIndex !== undefined) {
-          rawGraph.nodes[nodeIndex].id = newValue
-          rawGraph.nodes[nodeIndex].properties.entity_id = newValue
-          delete rawGraph.nodeIdMap[String(nodeId)]
-          rawGraph.nodeIdMap[newValue] = nodeIndex
-        }
-
-        // Update all edge references in raw graph data
-        edgesToUpdate.forEach(({ originalDynamicId, newEdgeId, edgeIndex }) => {
-          if (rawGraph.edges[edgeIndex]) {
-            // Update source/target references
-            if (rawGraph.edges[edgeIndex].source === String(nodeId)) {
-              rawGraph.edges[edgeIndex].source = newValue
-            }
-            if (rawGraph.edges[edgeIndex].target === String(nodeId)) {
-              rawGraph.edges[edgeIndex].target = newValue
-            }
-
-            // Update dynamic ID mappings
-            rawGraph.edges[edgeIndex].dynamicId = newEdgeId
-            delete rawGraph.edgeDynamicIdMap[originalDynamicId]
-            rawGraph.edgeDynamicIdMap[newEdgeId] = edgeIndex
-          }
-        })
-
-        // Update selected node in store
-        useGraphStore.getState().setSelectedNode(newValue)
-      } else {
-        // For other properties, just update the property in raw graph
-        const nodeIndex = rawGraph.nodeIdMap[String(nodeId)]
-        if (nodeIndex !== undefined) {
-          rawGraph.nodes[nodeIndex].properties[propertyName] = newValue
-        }
-      }
-    } catch (error) {
-      console.error('Error updating node in graph:', error)
-      throw new Error('Failed to update node in graph')
-    }
-  }
-
-  /**
-   * Update edge in the graph visualization after API update
-   *
-   * @param sourceId - ID of the source node
-   * @param targetId - ID of the target node
-   * @param propertyName - Name of the property being updated
-   * @param newValue - New value for the property
-   */
-  const updateGraphEdge = async (sourceId: string, targetId: string, propertyName: string, newValue: string) => {
-    // Get graph state from store
-    const sigmaInstance = useGraphStore.getState().sigmaInstance
-    const sigmaGraph = useGraphStore.getState().sigmaGraph
-    const rawGraph = useGraphStore.getState().rawGraph
-
-    // Validate graph state
-    if (!sigmaInstance || !sigmaGraph || !rawGraph) {
-      return
-    }
-
-    try {
-      // Find the edge between source and target nodes
-      const allEdges = sigmaGraph.edges()
-      let keyToUse = null
-
-      for (const edge of allEdges) {
-        const edgeSource = sigmaGraph.source(edge)
-        const edgeTarget = sigmaGraph.target(edge)
-
-        // Match edge in either direction (undirected graph support)
-        if ((edgeSource === sourceId && edgeTarget === targetId) ||
-            (edgeSource === targetId && edgeTarget === sourceId)) {
-          keyToUse = edge
-          break
-        }
-      }
-
-      if (keyToUse !== null) {
-        // Special handling for keywords property (updates edge label)
-        if(propertyName === 'keywords') {
-          sigmaGraph.setEdgeAttribute(keyToUse, 'label', newValue);
-        } else {
-          sigmaGraph.setEdgeAttribute(keyToUse, propertyName, newValue);
-        }
-
-        // Update edge in raw graph data using dynamic ID mapping
-        if (keyToUse && rawGraph.edgeDynamicIdMap[keyToUse] !== undefined) {
-           const edgeIndex = rawGraph.edgeDynamicIdMap[keyToUse];
-           if (rawGraph.edges[edgeIndex]) {
-               rawGraph.edges[edgeIndex].properties[propertyName] = newValue;
-           } else {
-               console.warn(`Edge index ${edgeIndex} found but edge data missing in rawGraph for dynamicId ${entityId}`);
-           }
-        } else {
-          // Fallback: try to find edge by key in edge ID map
-          console.warn(`Could not find edge with dynamicId ${entityId} in rawGraph.edgeDynamicIdMap to update properties.`);
-          if (keyToUse !== null) {
-            const edgeIndexByKey = rawGraph.edgeIdMap[keyToUse];
-            if (edgeIndexByKey !== undefined && rawGraph.edges[edgeIndexByKey]) {
-                rawGraph.edges[edgeIndexByKey].properties[propertyName] = newValue;
-                console.log(`Updated rawGraph edge using constructed key ${keyToUse}`);
-            } else {
-                console.warn(`Could not find edge in rawGraph using key ${keyToUse} either.`);
-            }
-          } else {
-            console.warn('Cannot update edge properties: edge key is null');
-          }
-        }
-      } else {
-        console.warn(`Edge not found in sigmaGraph with key ${keyToUse}`);
-      }
-    } catch (error) {
-      // Log the specific edge key that caused the error
-      console.error(`Error updating edge ${sourceId}->${targetId} in graph:`, error);
-      throw new Error('Failed to update edge in graph')
-    }
-  }
-
-  /**
-   * Save changes to the property value
-   * Updates both the API and the graph visualization
-   */
   const handleSave = async (value: string) => {
-    // Prevent duplicate submissions
-    if (isSubmitting) return
-
-    // Skip if value hasn't changed
-    if (value === String(currentValue)) {
+    if (isSubmitting || value === String(currentValue)) {
       setIsEditing(false)
       return
     }
@@ -305,47 +64,31 @@ const EditablePropertyRow = ({
     setIsSubmitting(true)
 
     try {
-      // Handle node property updates
       if (entityType === 'node' && entityId) {
         let updatedData = { [name]: value }
 
-        // Special handling for entity_id (name) changes
         if (name === 'entity_id') {
-          // Check if the new name already exists
           const exists = await checkEntityNameExists(value)
           if (exists) {
             toast.error(t('graphPanel.propertiesView.errors.duplicateName'))
-            setIsSubmitting(false)
             return
           }
-          // For entity_id, we update entity_name in the API
           updatedData = { 'entity_name': value }
         }
 
-        // Update entity in API
         await updateEntity(entityId, updatedData, true)
-        // Update graph visualization
         await updateGraphNode(entityId, name, value)
         toast.success(t('graphPanel.propertiesView.success.entityUpdated'))
-      }
-      // Handle edge property updates
-      else if (entityType === 'edge' && sourceId && targetId) {
+      } else if (entityType === 'edge' && sourceId && targetId) {
         const updatedData = { [name]: value }
-        // Update relation in API
         await updateRelation(sourceId, targetId, updatedData)
-        // Update graph visualization
         await updateGraphEdge(sourceId, targetId, name, value)
         toast.success(t('graphPanel.propertiesView.success.relationUpdated'))
       }
 
-      // Update local state
       setIsEditing(false)
       setCurrentValue(value)
-
-      // Notify parent component if callback provided
-      if (onValueChange) {
-        onValueChange(value)
-      }
+      onValueChange?.(value)
     } catch (error) {
       console.error('Error updating property:', error)
       toast.error(t('graphPanel.propertiesView.errors.updateFailed'))
@@ -354,37 +97,11 @@ const EditablePropertyRow = ({
     }
   }
 
-  /**
-   * Render the property row with edit functionality
-   * Shows property name, edit icon, and the current value
-   */
   return (
     <div className="flex items-center gap-1">
-      {/* Property name with translation */}
-      <span className="text-primary/60 tracking-wide whitespace-nowrap">
-        {getPropertyNameTranslation(name)}
-      </span>
-
-      {/* Edit icon without tooltip */}
-      <div>
-        <PencilIcon
-          className="h-3 w-3 text-gray-500 hover:text-gray-700 cursor-pointer"
-          onClick={handleEditClick}
-        />
-      </div>:
-
-      {/* Text display */}
-      <div className="flex items-center gap-1">
-        <Text
-          className="hover:bg-primary/20 rounded p-1 overflow-hidden text-ellipsis"
-          tooltipClassName="max-w-80"
-          text={currentValue}
-          side="left"
-          onClick={onClick}
-        />
-      </div>
-
-      {/* Edit dialog */}
+      <PropertyName name={name} />
+      <EditIcon onClick={handleEditClick} />:
+      <PropertyValue value={currentValue} onClick={onClick} />
       <PropertyEditDialog
         isOpen={isEditing}
         onClose={handleCancel}
diff --git a/lightrag_webui/src/components/graph/PropertiesView.tsx b/lightrag_webui/src/components/graph/PropertiesView.tsx
index 257b69ec..804a7f09 100644
--- a/lightrag_webui/src/components/graph/PropertiesView.tsx
+++ b/lightrag_webui/src/components/graph/PropertiesView.tsx
@@ -202,7 +202,6 @@ const PropertyRow = ({
         name={name}
         value={value}
         onClick={onClick}
-        tooltip={tooltip}
         entityId={entityId}
         entityType={entityType}
         sourceId={sourceId}
diff --git a/lightrag_webui/src/components/graph/PropertyRowComponents.tsx b/lightrag_webui/src/components/graph/PropertyRowComponents.tsx
new file mode 100644
index 00000000..d0c280d9
--- /dev/null
+++ b/lightrag_webui/src/components/graph/PropertyRowComponents.tsx
@@ -0,0 +1,53 @@
+import { PencilIcon } from 'lucide-react'
+import Text from '@/components/ui/Text'
+import { useTranslation } from 'react-i18next'
+
+interface PropertyNameProps {
+  name: string
+}
+
+export const PropertyName = ({ name }: PropertyNameProps) => {
+  const { t } = useTranslation()
+
+  const getPropertyNameTranslation = (propName: string) => {
+    const translationKey = `graphPanel.propertiesView.node.propertyNames.${propName}`
+    const translation = t(translationKey)
+    return translation === translationKey ? propName : translation
+  }
+
+  return (
+    <span className="text-primary/60 tracking-wide whitespace-nowrap">
+      {getPropertyNameTranslation(name)}
+    </span>
+  )
+}
+
+interface EditIconProps {
+  onClick: () => void
+}
+
+export const EditIcon = ({ onClick }: EditIconProps) => (
+  <div>
+    <PencilIcon
+      className="h-3 w-3 text-gray-500 hover:text-gray-700 cursor-pointer"
+      onClick={onClick}
+    />
+  </div>
+)
+
+interface PropertyValueProps {
+  value: any
+  onClick?: () => void
+}
+
+export const PropertyValue = ({ value, onClick }: PropertyValueProps) => (
+  <div className="flex items-center gap-1">
+    <Text
+      className="hover:bg-primary/20 rounded p-1 overflow-hidden text-ellipsis"
+      tooltipClassName="max-w-80"
+      text={value}
+      side="left"
+      onClick={onClick}
+    />
+  </div>
+)
diff --git a/lightrag_webui/src/utils/graphOperations.ts b/lightrag_webui/src/utils/graphOperations.ts
new file mode 100644
index 00000000..c99ac17d
--- /dev/null
+++ b/lightrag_webui/src/utils/graphOperations.ts
@@ -0,0 +1,175 @@
+import { useGraphStore } from '@/stores/graph'
+
+/**
+ * Interface for tracking edges that need updating when a node ID changes
+ */
+interface EdgeToUpdate {
+  originalDynamicId: string
+  newEdgeId: string
+  edgeIndex: number
+}
+
+/**
+ * Update node in the graph visualization
+ * Handles both property updates and entity ID changes
+ *
+ * @param nodeId - ID of the node to update
+ * @param propertyName - Name of the property being updated
+ * @param newValue - New value for the property
+ */
+export const updateGraphNode = async (nodeId: string, propertyName: string, newValue: string) => {
+  // Get graph state from store
+  const sigmaGraph = useGraphStore.getState().sigmaGraph
+  const rawGraph = useGraphStore.getState().rawGraph
+
+  // Validate graph state
+  if (!sigmaGraph || !rawGraph || !sigmaGraph.hasNode(String(nodeId))) {
+    return
+  }
+
+  try {
+    const nodeAttributes = sigmaGraph.getNodeAttributes(String(nodeId))
+
+    // Special handling for entity_id changes (node renaming)
+    if (propertyName === 'entity_id') {
+      // Create new node with updated ID but same attributes
+      sigmaGraph.addNode(newValue, { ...nodeAttributes, label: newValue })
+
+      const edgesToUpdate: EdgeToUpdate[] = []
+
+      // Process all edges connected to this node
+      sigmaGraph.forEachEdge(String(nodeId), (edge, attributes, source, target) => {
+        const otherNode = source === String(nodeId) ? target : source
+        const isOutgoing = source === String(nodeId)
+
+        // Get original edge dynamic ID for later reference
+        const originalEdgeDynamicId = edge
+        const edgeIndexInRawGraph = rawGraph.edgeDynamicIdMap[originalEdgeDynamicId]
+
+        // Create new edge with updated node reference
+        const newEdgeId = sigmaGraph.addEdge(
+          isOutgoing ? newValue : otherNode,
+          isOutgoing ? otherNode : newValue,
+          attributes
+        )
+
+        // Track edges that need updating in the raw graph
+        if (edgeIndexInRawGraph !== undefined) {
+          edgesToUpdate.push({
+            originalDynamicId: originalEdgeDynamicId,
+            newEdgeId: newEdgeId,
+            edgeIndex: edgeIndexInRawGraph
+          })
+        }
+
+        // Remove the old edge
+        sigmaGraph.dropEdge(edge)
+      })
+
+      // Remove the old node after all edges are processed
+      sigmaGraph.dropNode(String(nodeId))
+
+      // Update node reference in raw graph data
+      const nodeIndex = rawGraph.nodeIdMap[String(nodeId)]
+      if (nodeIndex !== undefined) {
+        rawGraph.nodes[nodeIndex].id = newValue
+        rawGraph.nodes[nodeIndex].properties.entity_id = newValue
+        delete rawGraph.nodeIdMap[String(nodeId)]
+        rawGraph.nodeIdMap[newValue] = nodeIndex
+      }
+
+      // Update all edge references in raw graph data
+      edgesToUpdate.forEach(({ originalDynamicId, newEdgeId, edgeIndex }) => {
+        if (rawGraph.edges[edgeIndex]) {
+          // Update source/target references
+          if (rawGraph.edges[edgeIndex].source === String(nodeId)) {
+            rawGraph.edges[edgeIndex].source = newValue
+          }
+          if (rawGraph.edges[edgeIndex].target === String(nodeId)) {
+            rawGraph.edges[edgeIndex].target = newValue
+          }
+
+          // Update dynamic ID mappings
+          rawGraph.edges[edgeIndex].dynamicId = newEdgeId
+          delete rawGraph.edgeDynamicIdMap[originalDynamicId]
+          rawGraph.edgeDynamicIdMap[newEdgeId] = edgeIndex
+        }
+      })
+
+      // Update selected node in store
+      useGraphStore.getState().setSelectedNode(newValue)
+    } else {
+      // For other properties, just update the property in raw graph
+      const nodeIndex = rawGraph.nodeIdMap[String(nodeId)]
+      if (nodeIndex !== undefined) {
+        rawGraph.nodes[nodeIndex].properties[propertyName] = newValue
+      }
+    }
+  } catch (error) {
+    console.error('Error updating node in graph:', error)
+    throw new Error('Failed to update node in graph')
+  }
+}
+
+/**
+ * Update edge in the graph visualization
+ *
+ * @param sourceId - ID of the source node
+ * @param targetId - ID of the target node
+ * @param propertyName - Name of the property being updated
+ * @param newValue - New value for the property
+ */
+export const updateGraphEdge = async (sourceId: string, targetId: string, propertyName: string, newValue: string) => {
+  // Get graph state from store
+  const sigmaGraph = useGraphStore.getState().sigmaGraph
+  const rawGraph = useGraphStore.getState().rawGraph
+
+  // Validate graph state
+  if (!sigmaGraph || !rawGraph) {
+    return
+  }
+
+  try {
+    // Find the edge between source and target nodes
+    const allEdges = sigmaGraph.edges()
+    let keyToUse = null
+
+    for (const edge of allEdges) {
+      const edgeSource = sigmaGraph.source(edge)
+      const edgeTarget = sigmaGraph.target(edge)
+
+      // Match edge in either direction (undirected graph support)
+      if ((edgeSource === sourceId && edgeTarget === targetId) ||
+          (edgeSource === targetId && edgeTarget === sourceId)) {
+        keyToUse = edge
+        break
+      }
+    }
+
+    if (keyToUse !== null) {
+      // Special handling for keywords property (updates edge label)
+      if(propertyName === 'keywords') {
+        sigmaGraph.setEdgeAttribute(keyToUse, 'label', newValue)
+      } else {
+        sigmaGraph.setEdgeAttribute(keyToUse, propertyName, newValue)
+      }
+
+      // Update edge in raw graph data using dynamic ID mapping
+      if (keyToUse && rawGraph.edgeDynamicIdMap[keyToUse] !== undefined) {
+        const edgeIndex = rawGraph.edgeDynamicIdMap[keyToUse]
+        if (rawGraph.edges[edgeIndex]) {
+          rawGraph.edges[edgeIndex].properties[propertyName] = newValue
+        }
+      } else if (keyToUse !== null) {
+        // Fallback: try to find edge by key in edge ID map
+        const edgeIndexByKey = rawGraph.edgeIdMap[keyToUse]
+        if (edgeIndexByKey !== undefined && rawGraph.edges[edgeIndexByKey]) {
+          rawGraph.edges[edgeIndexByKey].properties[propertyName] = newValue
+        }
+      }
+    }
+  } catch (error) {
+    console.error(`Error updating edge ${sourceId}->${targetId} in graph:`, error)
+    throw new Error('Failed to update edge in graph')
+  }
+}

From 5c1d4201f9fb1b14114848cc6f217eb89b407b7e Mon Sep 17 00:00:00 2001
From: yangdx <yangdx@znipower.com>
Date: Mon, 14 Apr 2025 12:08:56 +0800
Subject: [PATCH 12/20] Fix linting

---
 lightrag/lightrag.py    |  38 ++++++----
 lightrag/utils.py       |  56 ++++++---------
 lightrag/utils_graph.py | 150 ++++++++++++++++++++++++----------------
 3 files changed, 136 insertions(+), 108 deletions(-)

diff --git a/lightrag/lightrag.py b/lightrag/lightrag.py
index f83f9dbb..daa92435 100644
--- a/lightrag/lightrag.py
+++ b/lightrag/lightrag.py
@@ -1425,7 +1425,6 @@ class LightRAG:
     async def _query_done(self):
         await self.llm_response_cache.index_done_callback()
 
-
     async def aclear_cache(self, modes: list[str] | None = None) -> None:
         """Clear cache data from the LLM response cache storage.
 
@@ -1479,7 +1478,6 @@ class LightRAG:
         """Synchronous version of aclear_cache."""
         return always_get_an_event_loop().run_until_complete(self.aclear_cache(modes))
 
-
     async def get_docs_by_status(
         self, status: DocStatus
     ) -> dict[str, DocProcessingStatus]:
@@ -1748,7 +1746,6 @@ class LightRAG:
         except Exception as e:
             logger.error(f"Error while deleting document {doc_id}: {e}")
 
-
     async def adelete_by_entity(self, entity_name: str) -> None:
         """Asynchronously delete an entity and all its relationships.
 
@@ -1756,11 +1753,12 @@ class LightRAG:
             entity_name: Name of the entity to delete
         """
         from .utils_graph import adelete_by_entity
+
         return await adelete_by_entity(
             self.chunk_entity_relation_graph,
             self.entities_vdb,
             self.relationships_vdb,
-            entity_name
+            entity_name,
         )
 
     def delete_by_entity(self, entity_name: str) -> None:
@@ -1775,16 +1773,19 @@ class LightRAG:
             target_entity: Name of the target entity
         """
         from .utils_graph import adelete_by_relation
+
         return await adelete_by_relation(
             self.chunk_entity_relation_graph,
             self.relationships_vdb,
             source_entity,
-            target_entity
+            target_entity,
         )
 
     def delete_by_relation(self, source_entity: str, target_entity: str) -> None:
         loop = always_get_an_event_loop()
-        return loop.run_until_complete(self.adelete_by_relation(source_entity, target_entity))
+        return loop.run_until_complete(
+            self.adelete_by_relation(source_entity, target_entity)
+        )
 
     async def get_processing_status(self) -> dict[str, int]:
         """Get current document processing status counts
@@ -1799,11 +1800,12 @@ class LightRAG:
     ) -> dict[str, str | None | dict[str, str]]:
         """Get detailed information of an entity"""
         from .utils_graph import get_entity_info
+
         return await get_entity_info(
             self.chunk_entity_relation_graph,
             self.entities_vdb,
             entity_name,
-            include_vector_data
+            include_vector_data,
         )
 
     async def get_relation_info(
@@ -1811,12 +1813,13 @@ class LightRAG:
     ) -> dict[str, str | None | dict[str, str]]:
         """Get detailed information of a relationship"""
         from .utils_graph import get_relation_info
+
         return await get_relation_info(
             self.chunk_entity_relation_graph,
             self.relationships_vdb,
             src_entity,
             tgt_entity,
-            include_vector_data
+            include_vector_data,
         )
 
     async def aedit_entity(
@@ -1835,13 +1838,14 @@ class LightRAG:
             Dictionary containing updated entity information
         """
         from .utils_graph import aedit_entity
+
         return await aedit_entity(
             self.chunk_entity_relation_graph,
             self.entities_vdb,
             self.relationships_vdb,
             entity_name,
             updated_data,
-            allow_rename
+            allow_rename,
         )
 
     def edit_entity(
@@ -1868,13 +1872,14 @@ class LightRAG:
             Dictionary containing updated relation information
         """
         from .utils_graph import aedit_relation
+
         return await aedit_relation(
             self.chunk_entity_relation_graph,
             self.entities_vdb,
             self.relationships_vdb,
             source_entity,
             target_entity,
-            updated_data
+            updated_data,
         )
 
     def edit_relation(
@@ -1900,12 +1905,13 @@ class LightRAG:
             Dictionary containing created entity information
         """
         from .utils_graph import acreate_entity
+
         return await acreate_entity(
             self.chunk_entity_relation_graph,
             self.entities_vdb,
             self.relationships_vdb,
             entity_name,
-            entity_data
+            entity_data,
         )
 
     def create_entity(
@@ -1930,13 +1936,14 @@ class LightRAG:
             Dictionary containing created relation information
         """
         from .utils_graph import acreate_relation
+
         return await acreate_relation(
             self.chunk_entity_relation_graph,
             self.entities_vdb,
             self.relationships_vdb,
             source_entity,
             target_entity,
-            relation_data
+            relation_data,
         )
 
     def create_relation(
@@ -1975,6 +1982,7 @@ class LightRAG:
             Dictionary containing the merged entity information
         """
         from .utils_graph import amerge_entities
+
         return await amerge_entities(
             self.chunk_entity_relation_graph,
             self.entities_vdb,
@@ -1982,7 +1990,7 @@ class LightRAG:
             source_entities,
             target_entity,
             merge_strategy,
-            target_entity_data
+            target_entity_data,
         )
 
     def merge_entities(
@@ -2018,14 +2026,14 @@ class LightRAG:
             include_vector_data: Whether to include data from the vector database.
         """
         from .utils import aexport_data as utils_aexport_data
-        
+
         await utils_aexport_data(
             self.chunk_entity_relation_graph,
             self.entities_vdb,
             self.relationships_vdb,
             output_path,
             file_format,
-            include_vector_data
+            include_vector_data,
         )
 
     def export_data(
diff --git a/lightrag/utils.py b/lightrag/utils.py
index 18d1c7aa..4e8bdd08 100644
--- a/lightrag/utils.py
+++ b/lightrag/utils.py
@@ -903,7 +903,7 @@ async def aexport_data(
 ) -> None:
     """
     Asynchronously exports all entities, relations, and relationships to various formats.
-    
+
     Args:
         chunk_entity_relation_graph: Graph storage instance for entities and relations
         entities_vdb: Vector database storage for entities
@@ -927,22 +927,24 @@ async def aexport_data(
         # Get entity information from graph
         node_data = await chunk_entity_relation_graph.get_node(entity_name)
         source_id = node_data.get("source_id") if node_data else None
-        
+
         entity_info = {
             "graph_data": node_data,
             "source_id": source_id,
         }
-        
+
         # Optional: Get vector database information
         if include_vector_data:
             entity_id = compute_mdhash_id(entity_name, prefix="ent-")
             vector_data = await entities_vdb.get_by_id(entity_id)
             entity_info["vector_data"] = vector_data
-            
+
         entity_row = {
             "entity_name": entity_name,
             "source_id": source_id,
-            "graph_data": str(entity_info["graph_data"]),  # Convert to string to ensure compatibility
+            "graph_data": str(
+                entity_info["graph_data"]
+            ),  # Convert to string to ensure compatibility
         }
         if include_vector_data and "vector_data" in entity_info:
             entity_row["vector_data"] = str(entity_info["vector_data"])
@@ -963,18 +965,18 @@ async def aexport_data(
                     src_entity, tgt_entity
                 )
                 source_id = edge_data.get("source_id") if edge_data else None
-                
+
                 relation_info = {
                     "graph_data": edge_data,
                     "source_id": source_id,
                 }
-                
+
                 # Optional: Get vector database information
                 if include_vector_data:
                     rel_id = compute_mdhash_id(src_entity + tgt_entity, prefix="rel-")
                     vector_data = await relationships_vdb.get_by_id(rel_id)
                     relation_info["vector_data"] = vector_data
-                
+
                 relation_row = {
                     "src_entity": src_entity,
                     "tgt_entity": tgt_entity,
@@ -1010,9 +1012,7 @@ async def aexport_data(
             # Relations
             if relations_data:
                 csvfile.write("# RELATIONS\n")
-                writer = csv.DictWriter(
-                    csvfile, fieldnames=relations_data[0].keys()
-                )
+                writer = csv.DictWriter(csvfile, fieldnames=relations_data[0].keys())
                 writer.writeheader()
                 writer.writerows(relations_data)
                 csvfile.write("\n\n")
@@ -1029,17 +1029,13 @@ async def aexport_data(
     elif file_format == "excel":
         # Excel export
         import pandas as pd
-        
-        entities_df = (
-            pd.DataFrame(entities_data) if entities_data else pd.DataFrame()
-        )
+
+        entities_df = pd.DataFrame(entities_data) if entities_data else pd.DataFrame()
         relations_df = (
             pd.DataFrame(relations_data) if relations_data else pd.DataFrame()
         )
         relationships_df = (
-            pd.DataFrame(relationships_data)
-            if relationships_data
-            else pd.DataFrame()
+            pd.DataFrame(relationships_data) if relationships_data else pd.DataFrame()
         )
 
         with pd.ExcelWriter(output_path, engine="xlsxwriter") as writer:
@@ -1063,9 +1059,7 @@ async def aexport_data(
                 # Write header
                 mdfile.write("| " + " | ".join(entities_data[0].keys()) + " |\n")
                 mdfile.write(
-                    "| "
-                    + " | ".join(["---"] * len(entities_data[0].keys()))
-                    + " |\n"
+                    "| " + " | ".join(["---"] * len(entities_data[0].keys())) + " |\n"
                 )
 
                 # Write rows
@@ -1083,17 +1077,13 @@ async def aexport_data(
                 # Write header
                 mdfile.write("| " + " | ".join(relations_data[0].keys()) + " |\n")
                 mdfile.write(
-                    "| "
-                    + " | ".join(["---"] * len(relations_data[0].keys()))
-                    + " |\n"
+                    "| " + " | ".join(["---"] * len(relations_data[0].keys())) + " |\n"
                 )
 
                 # Write rows
                 for relation in relations_data:
                     mdfile.write(
-                        "| "
-                        + " | ".join(str(v) for v in relation.values())
-                        + " |\n"
+                        "| " + " | ".join(str(v) for v in relation.values()) + " |\n"
                     )
                 mdfile.write("\n\n")
             else:
@@ -1103,9 +1093,7 @@ async def aexport_data(
             mdfile.write("## Relationships\n\n")
             if relationships_data:
                 # Write header
-                mdfile.write(
-                    "| " + " | ".join(relationships_data[0].keys()) + " |\n"
-                )
+                mdfile.write("| " + " | ".join(relationships_data[0].keys()) + " |\n")
                 mdfile.write(
                     "| "
                     + " | ".join(["---"] * len(relationships_data[0].keys()))
@@ -1160,9 +1148,7 @@ async def aexport_data(
                     k: max(len(k), max(len(str(r[k])) for r in relations_data))
                     for k in relations_data[0]
                 }
-                header = "  ".join(
-                    k.ljust(col_widths[k]) for k in relations_data[0]
-                )
+                header = "  ".join(k.ljust(col_widths[k]) for k in relations_data[0])
                 txtfile.write(header + "\n")
                 txtfile.write("-" * len(header) + "\n")
 
@@ -1221,7 +1207,7 @@ def export_data(
 ) -> None:
     """
     Synchronously exports all entities, relations, and relationships to various formats.
-    
+
     Args:
         chunk_entity_relation_graph: Graph storage instance for entities and relations
         entities_vdb: Vector database storage for entities
@@ -1247,7 +1233,7 @@ def export_data(
             relationships_vdb,
             output_path,
             file_format,
-            include_vector_data
+            include_vector_data,
         )
     )
 
diff --git a/lightrag/utils_graph.py b/lightrag/utils_graph.py
index 3382dd41..00748be6 100644
--- a/lightrag/utils_graph.py
+++ b/lightrag/utils_graph.py
@@ -7,11 +7,9 @@ from .kg.shared_storage import get_graph_db_lock
 from .prompt import GRAPH_FIELD_SEP
 from .utils import compute_mdhash_id, logger, StorageNameSpace
 
+
 async def adelete_by_entity(
-    chunk_entity_relation_graph,
-    entities_vdb,
-    relationships_vdb,
-    entity_name: str
+    chunk_entity_relation_graph, entities_vdb, relationships_vdb, entity_name: str
 ) -> None:
     """Asynchronously delete an entity and all its relationships.
 
@@ -32,11 +30,16 @@ async def adelete_by_entity(
             logger.info(
                 f"Entity '{entity_name}' and its relationships have been deleted."
             )
-            await _delete_by_entity_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph)
+            await _delete_by_entity_done(
+                entities_vdb, relationships_vdb, chunk_entity_relation_graph
+            )
         except Exception as e:
             logger.error(f"Error while deleting entity '{entity_name}': {e}")
 
-async def _delete_by_entity_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph) -> None:
+
+async def _delete_by_entity_done(
+    entities_vdb, relationships_vdb, chunk_entity_relation_graph
+) -> None:
     """Callback after entity deletion is complete, ensures updates are persisted"""
     await asyncio.gather(
         *[
@@ -49,11 +52,12 @@ async def _delete_by_entity_done(entities_vdb, relationships_vdb, chunk_entity_r
         ]
     )
 
+
 async def adelete_by_relation(
     chunk_entity_relation_graph,
     relationships_vdb,
-    source_entity: str, 
-    target_entity: str
+    source_entity: str,
+    target_entity: str,
 ) -> None:
     """Asynchronously delete a relation between two entities.
 
@@ -97,6 +101,7 @@ async def adelete_by_relation(
                 f"Error while deleting relation from '{source_entity}' to '{target_entity}': {e}"
             )
 
+
 async def _delete_relation_done(relationships_vdb, chunk_entity_relation_graph) -> None:
     """Callback after relation deletion is complete, ensures updates are persisted"""
     await asyncio.gather(
@@ -109,13 +114,14 @@ async def _delete_relation_done(relationships_vdb, chunk_entity_relation_graph)
         ]
     )
 
+
 async def aedit_entity(
     chunk_entity_relation_graph,
     entities_vdb,
     relationships_vdb,
-    entity_name: str, 
-    updated_data: dict[str, str], 
-    allow_rename: bool = True
+    entity_name: str,
+    updated_data: dict[str, str],
+    allow_rename: bool = True,
 ) -> dict[str, Any]:
     """Asynchronously edit entity information.
 
@@ -183,9 +189,7 @@ async def aedit_entity(
                 relations_to_update = []
                 relations_to_delete = []
                 # Get all edges related to the original entity
-                edges = await chunk_entity_relation_graph.get_node_edges(
-                    entity_name
-                )
+                edges = await chunk_entity_relation_graph.get_node_edges(entity_name)
                 if edges:
                     # Recreate edges for the new entity
                     for source, target in edges:
@@ -291,15 +295,25 @@ async def aedit_entity(
             await entities_vdb.upsert(entity_data)
 
             # 4. Save changes
-            await _edit_entity_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph)
+            await _edit_entity_done(
+                entities_vdb, relationships_vdb, chunk_entity_relation_graph
+            )
 
             logger.info(f"Entity '{entity_name}' successfully updated")
-            return await get_entity_info(chunk_entity_relation_graph, entities_vdb, entity_name, include_vector_data=True)
+            return await get_entity_info(
+                chunk_entity_relation_graph,
+                entities_vdb,
+                entity_name,
+                include_vector_data=True,
+            )
         except Exception as e:
             logger.error(f"Error while editing entity '{entity_name}': {e}")
             raise
 
-async def _edit_entity_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph) -> None:
+
+async def _edit_entity_done(
+    entities_vdb, relationships_vdb, chunk_entity_relation_graph
+) -> None:
     """Callback after entity editing is complete, ensures updates are persisted"""
     await asyncio.gather(
         *[
@@ -312,13 +326,14 @@ async def _edit_entity_done(entities_vdb, relationships_vdb, chunk_entity_relati
         ]
     )
 
+
 async def aedit_relation(
     chunk_entity_relation_graph,
     entities_vdb,
     relationships_vdb,
-    source_entity: str, 
-    target_entity: str, 
-    updated_data: dict[str, Any]
+    source_entity: str,
+    target_entity: str,
+    updated_data: dict[str, Any],
 ) -> dict[str, Any]:
     """Asynchronously edit relation information.
 
@@ -402,7 +417,11 @@ async def aedit_relation(
                 f"Relation from '{source_entity}' to '{target_entity}' successfully updated"
             )
             return await get_relation_info(
-                chunk_entity_relation_graph, relationships_vdb, source_entity, target_entity, include_vector_data=True
+                chunk_entity_relation_graph,
+                relationships_vdb,
+                source_entity,
+                target_entity,
+                include_vector_data=True,
             )
         except Exception as e:
             logger.error(
@@ -410,6 +429,7 @@ async def aedit_relation(
             )
             raise
 
+
 async def _edit_relation_done(relationships_vdb, chunk_entity_relation_graph) -> None:
     """Callback after relation editing is complete, ensures updates are persisted"""
     await asyncio.gather(
@@ -422,12 +442,13 @@ async def _edit_relation_done(relationships_vdb, chunk_entity_relation_graph) ->
         ]
     )
 
+
 async def acreate_entity(
     chunk_entity_relation_graph,
     entities_vdb,
     relationships_vdb,
-    entity_name: str, 
-    entity_data: dict[str, Any]
+    entity_name: str,
+    entity_data: dict[str, Any],
 ) -> dict[str, Any]:
     """Asynchronously create a new entity.
 
@@ -487,21 +508,29 @@ async def acreate_entity(
             await entities_vdb.upsert(entity_data_for_vdb)
 
             # Save changes
-            await _edit_entity_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph)
+            await _edit_entity_done(
+                entities_vdb, relationships_vdb, chunk_entity_relation_graph
+            )
 
             logger.info(f"Entity '{entity_name}' successfully created")
-            return await get_entity_info(chunk_entity_relation_graph, entities_vdb, entity_name, include_vector_data=True)
+            return await get_entity_info(
+                chunk_entity_relation_graph,
+                entities_vdb,
+                entity_name,
+                include_vector_data=True,
+            )
         except Exception as e:
             logger.error(f"Error while creating entity '{entity_name}': {e}")
             raise
 
+
 async def acreate_relation(
     chunk_entity_relation_graph,
     entities_vdb,
     relationships_vdb,
-    source_entity: str, 
-    target_entity: str, 
-    relation_data: dict[str, Any]
+    source_entity: str,
+    target_entity: str,
+    relation_data: dict[str, Any],
 ) -> dict[str, Any]:
     """Asynchronously create a new relation between entities.
 
@@ -523,12 +552,8 @@ async def acreate_relation(
     async with graph_db_lock:
         try:
             # Check if both entities exist
-            source_exists = await chunk_entity_relation_graph.has_node(
-                source_entity
-            )
-            target_exists = await chunk_entity_relation_graph.has_node(
-                target_entity
-            )
+            source_exists = await chunk_entity_relation_graph.has_node(source_entity)
+            target_exists = await chunk_entity_relation_graph.has_node(target_entity)
 
             if not source_exists:
                 raise ValueError(f"Source entity '{source_entity}' does not exist")
@@ -594,7 +619,11 @@ async def acreate_relation(
                 f"Relation from '{source_entity}' to '{target_entity}' successfully created"
             )
             return await get_relation_info(
-                chunk_entity_relation_graph, relationships_vdb, source_entity, target_entity, include_vector_data=True
+                chunk_entity_relation_graph,
+                relationships_vdb,
+                source_entity,
+                target_entity,
+                include_vector_data=True,
             )
         except Exception as e:
             logger.error(
@@ -602,6 +631,7 @@ async def acreate_relation(
             )
             raise
 
+
 async def amerge_entities(
     chunk_entity_relation_graph,
     entities_vdb,
@@ -657,18 +687,14 @@ async def amerge_entities(
             # 1. Check if all source entities exist
             source_entities_data = {}
             for entity_name in source_entities:
-                node_exists = await chunk_entity_relation_graph.has_node(
-                    entity_name
-                )
+                node_exists = await chunk_entity_relation_graph.has_node(entity_name)
                 if not node_exists:
                     raise ValueError(f"Source entity '{entity_name}' does not exist")
                 node_data = await chunk_entity_relation_graph.get_node(entity_name)
                 source_entities_data[entity_name] = node_data
 
             # 2. Check if target entity exists and get its data if it does
-            target_exists = await chunk_entity_relation_graph.has_node(
-                target_entity
-            )
+            target_exists = await chunk_entity_relation_graph.has_node(target_entity)
             existing_target_entity_data = {}
             if target_exists:
                 existing_target_entity_data = (
@@ -693,9 +719,7 @@ async def amerge_entities(
             all_relations = []
             for entity_name in source_entities:
                 # Get all relationships of the source entities
-                edges = await chunk_entity_relation_graph.get_node_edges(
-                    entity_name
-                )
+                edges = await chunk_entity_relation_graph.get_node_edges(entity_name)
                 if edges:
                     for src, tgt in edges:
                         # Ensure src is the current entity
@@ -842,17 +866,25 @@ async def amerge_entities(
                 )
 
             # 10. Save changes
-            await _merge_entities_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph)
+            await _merge_entities_done(
+                entities_vdb, relationships_vdb, chunk_entity_relation_graph
+            )
 
             logger.info(
                 f"Successfully merged {len(source_entities)} entities into '{target_entity}'"
             )
-            return await get_entity_info(chunk_entity_relation_graph, entities_vdb, target_entity, include_vector_data=True)
+            return await get_entity_info(
+                chunk_entity_relation_graph,
+                entities_vdb,
+                target_entity,
+                include_vector_data=True,
+            )
 
         except Exception as e:
             logger.error(f"Error merging entities: {e}")
             raise
 
+
 def _merge_entity_attributes(
     entity_data_list: list[dict[str, Any]], merge_strategy: dict[str, str]
 ) -> dict[str, Any]:
@@ -902,6 +934,7 @@ def _merge_entity_attributes(
 
     return merged_data
 
+
 def _merge_relation_attributes(
     relation_data_list: list[dict[str, Any]], merge_strategy: dict[str, str]
 ) -> dict[str, Any]:
@@ -925,9 +958,7 @@ def _merge_relation_attributes(
     for key in all_keys:
         # Get all values for this key
         values = [
-            data.get(key)
-            for data in relation_data_list
-            if data.get(key) is not None
+            data.get(key) for data in relation_data_list if data.get(key) is not None
         ]
 
         if not values:
@@ -961,7 +992,10 @@ def _merge_relation_attributes(
 
     return merged_data
 
-async def _merge_entities_done(entities_vdb, relationships_vdb, chunk_entity_relation_graph) -> None:
+
+async def _merge_entities_done(
+    entities_vdb, relationships_vdb, chunk_entity_relation_graph
+) -> None:
     """Callback after entity merging is complete, ensures updates are persisted"""
     await asyncio.gather(
         *[
@@ -974,11 +1008,12 @@ async def _merge_entities_done(entities_vdb, relationships_vdb, chunk_entity_rel
         ]
     )
 
+
 async def get_entity_info(
     chunk_entity_relation_graph,
     entities_vdb,
-    entity_name: str, 
-    include_vector_data: bool = False
+    entity_name: str,
+    include_vector_data: bool = False,
 ) -> dict[str, str | None | dict[str, str]]:
     """Get detailed information of an entity"""
 
@@ -1000,19 +1035,18 @@ async def get_entity_info(
 
     return result
 
+
 async def get_relation_info(
     chunk_entity_relation_graph,
     relationships_vdb,
-    src_entity: str, 
-    tgt_entity: str, 
-    include_vector_data: bool = False
+    src_entity: str,
+    tgt_entity: str,
+    include_vector_data: bool = False,
 ) -> dict[str, str | None | dict[str, str]]:
     """Get detailed information of a relationship"""
 
     # Get information from the graph
-    edge_data = await chunk_entity_relation_graph.get_edge(
-        src_entity, tgt_entity
-    )
+    edge_data = await chunk_entity_relation_graph.get_edge(src_entity, tgt_entity)
     source_id = edge_data.get("source_id") if edge_data else None
 
     result: dict[str, str | None | dict[str, str]] = {

From c834570cfc190773505125a82d49c179a8c19344 Mon Sep 17 00:00:00 2001
From: yangdx <yangdx@znipower.com>
Date: Mon, 14 Apr 2025 12:36:41 +0800
Subject: [PATCH 13/20] Fix import error

---
 lightrag/api/routers/graph_routes.py | 32 ++++++++++++++++++++++------
 lightrag/utils_graph.py              |  3 ++-
 2 files changed, 28 insertions(+), 7 deletions(-)

diff --git a/lightrag/api/routers/graph_routes.py b/lightrag/api/routers/graph_routes.py
index 107a7952..9052dd1e 100644
--- a/lightrag/api/routers/graph_routes.py
+++ b/lightrag/api/routers/graph_routes.py
@@ -3,9 +3,11 @@ This module contains all graph-related routes for the LightRAG API.
 """
 
 from typing import Optional, Dict, Any
+import traceback
 from fastapi import APIRouter, Depends, Query, HTTPException
 from pydantic import BaseModel
 
+from lightrag.utils import logger
 from ..utils_api import get_combined_auth_dependency
 
 router = APIRouter(tags=["graph"])
@@ -34,7 +36,12 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
         Returns:
             List[str]: List of graph labels
         """
-        return await rag.get_graph_labels()
+        try:
+            return await rag.get_graph_labels()
+        except Exception as e:
+            logger.error(f"Error getting graph labels: {str(e)}")
+            logger.error(traceback.format_exc())
+            raise HTTPException(status_code=500, detail=f"Error getting graph labels: {str(e)}")
 
     @router.get("/graphs", dependencies=[Depends(combined_auth)])
     async def get_knowledge_graph(
@@ -56,11 +63,16 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
         Returns:
             Dict[str, List[str]]: Knowledge graph for label
         """
-        return await rag.get_knowledge_graph(
-            node_label=label,
-            max_depth=max_depth,
-            max_nodes=max_nodes,
-        )
+        try:
+            return await rag.get_knowledge_graph(
+                node_label=label,
+                max_depth=max_depth,
+                max_nodes=max_nodes,
+            )
+        except Exception as e:
+            logger.error(f"Error getting knowledge graph for label '{label}': {str(e)}")
+            logger.error(traceback.format_exc())
+            raise HTTPException(status_code=500, detail=f"Error getting knowledge graph: {str(e)}")
 
     @router.get("/graph/entity/exists", dependencies=[Depends(combined_auth)])
     async def check_entity_exists(
@@ -79,6 +91,8 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
             exists = await rag.chunk_entity_relation_graph.has_node(name)
             return {"exists": exists}
         except Exception as e:
+            logger.error(f"Error checking entity existence for '{name}': {str(e)}")
+            logger.error(traceback.format_exc())
             raise HTTPException(
                 status_code=500, detail=f"Error checking entity existence: {str(e)}"
             )
@@ -106,8 +120,11 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
                 "data": result,
             }
         except ValueError as ve:
+            logger.error(f"Validation error updating entity '{request.entity_name}': {str(ve)}")
             raise HTTPException(status_code=400, detail=str(ve))
         except Exception as e:
+            logger.error(f"Error updating entity '{request.entity_name}': {str(e)}")
+            logger.error(traceback.format_exc())
             raise HTTPException(
                 status_code=500, detail=f"Error updating entity: {str(e)}"
             )
@@ -134,8 +151,11 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
                 "data": result,
             }
         except ValueError as ve:
+            logger.error(f"Validation error updating relation between '{request.source_id}' and '{request.target_id}': {str(ve)}")
             raise HTTPException(status_code=400, detail=str(ve))
         except Exception as e:
+            logger.error(f"Error updating relation between '{request.source_id}' and '{request.target_id}': {str(e)}")
+            logger.error(traceback.format_exc())
             raise HTTPException(
                 status_code=500, detail=f"Error updating relation: {str(e)}"
             )
diff --git a/lightrag/utils_graph.py b/lightrag/utils_graph.py
index 00748be6..5ac07acc 100644
--- a/lightrag/utils_graph.py
+++ b/lightrag/utils_graph.py
@@ -5,7 +5,8 @@ from typing import Any, cast
 
 from .kg.shared_storage import get_graph_db_lock
 from .prompt import GRAPH_FIELD_SEP
-from .utils import compute_mdhash_id, logger, StorageNameSpace
+from .utils import compute_mdhash_id, logger
+from .base import StorageNameSpace
 
 
 async def adelete_by_entity(

From 414264f25e5a50960a0cd4b03391d840ae009bc9 Mon Sep 17 00:00:00 2001
From: yangdx <yangdx@znipower.com>
Date: Mon, 14 Apr 2025 12:45:42 +0800
Subject: [PATCH 14/20] Use DialogDescription component for description

- Remove aria-describedby attribute
---
 .../src/components/graph/PropertyEditDialog.tsx      | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/lightrag_webui/src/components/graph/PropertyEditDialog.tsx b/lightrag_webui/src/components/graph/PropertyEditDialog.tsx
index 612ffaf9..4db32fbe 100644
--- a/lightrag_webui/src/components/graph/PropertyEditDialog.tsx
+++ b/lightrag_webui/src/components/graph/PropertyEditDialog.tsx
@@ -5,10 +5,10 @@ import {
   DialogContent,
   DialogHeader,
   DialogTitle,
-  DialogFooter
+  DialogFooter,
+  DialogDescription
 } from '@/components/ui/Dialog'
 import Button from '@/components/ui/Button'
-import Input from '@/components/ui/Input'
 
 interface PropertyEditDialogProps {
   isOpen: boolean
@@ -53,20 +53,20 @@ const PropertyEditDialog = ({
       onSave(value)
       onClose()
     }
-}
+  }
 
   return (
     <Dialog open={isOpen} onOpenChange={(open) => !open && onClose()}>
-      <DialogContent className="sm:max-w-md" aria-describedby="property-edit-description">
+      <DialogContent className="sm:max-w-md">
         <DialogHeader>
           <DialogTitle>
             {t('graphPanel.propertiesView.editProperty', {
               property: getPropertyNameTranslation(propertyName)
             })}
           </DialogTitle>
-          <p id="property-edit-description" className="text-sm text-muted-foreground">
+          <DialogDescription>
             {t('graphPanel.propertiesView.editPropertyDescription')}
-          </p>
+          </DialogDescription>
         </DialogHeader>
 
         {/* Multi-line text input using textarea */}

From 85a9462650e8af0c7a956b443e2b4562f0b45d08 Mon Sep 17 00:00:00 2001
From: yangdx <yangdx@znipower.com>
Date: Mon, 14 Apr 2025 13:01:34 +0800
Subject: [PATCH 15/20] Enhanced textarea configuration in property editor

- Added dynamic textarea sizing configuration
- Special handling for description field
- Improved resizing behavior
---
 .../components/graph/PropertyEditDialog.tsx   | 61 ++++++++++++++++---
 1 file changed, 54 insertions(+), 7 deletions(-)

diff --git a/lightrag_webui/src/components/graph/PropertyEditDialog.tsx b/lightrag_webui/src/components/graph/PropertyEditDialog.tsx
index 4db32fbe..ffff0b8a 100644
--- a/lightrag_webui/src/components/graph/PropertyEditDialog.tsx
+++ b/lightrag_webui/src/components/graph/PropertyEditDialog.tsx
@@ -48,6 +48,40 @@ const PropertyEditDialog = ({
     return translation === translationKey ? name : translation
   }
 
+  // Get textarea configuration based on property name
+  const getTextareaConfig = (propertyName: string) => {
+    switch (propertyName) {
+    case 'description':
+      return {
+        // No rows attribute for description to allow auto-sizing
+        className: 'max-h-[50vh] min-h-[10em] resize-y', // Maximum height 70% of viewport, minimum height ~20 lines, allow vertical resizing
+        style: {
+          height: '70vh', // Set initial height to 70% of viewport
+          minHeight: '20em', // Minimum height ~20 lines
+          resize: 'vertical' as const // Allow vertical resizing, using 'as const' to fix type
+        }
+      };
+    case 'entity_id':
+      return {
+        rows: 2,
+        className: '',
+        style: {}
+      };
+    case 'keywords':
+      return {
+        rows: 4,
+        className: '',
+        style: {}
+      };
+    default:
+      return {
+        rows: 5,
+        className: '',
+        style: {}
+      };
+    }
+  };
+
   const handleSave = () => {
     if (value.trim() !== '') {
       onSave(value)
@@ -71,13 +105,26 @@ const PropertyEditDialog = ({
 
         {/* Multi-line text input using textarea */}
         <div className="grid gap-4 py-4">
-          <textarea
-            value={value}
-            onChange={(e) => setValue(e.target.value)}
-            rows={5}
-            className="border-input focus-visible:ring-ring flex w-full rounded-md border bg-transparent px-3 py-2 text-sm shadow-sm transition-colors focus-visible:ring-1 focus-visible:outline-none disabled:cursor-not-allowed disabled:opacity-50"
-            disabled={isSubmitting}
-          />
+          {(() => {
+            const config = getTextareaConfig(propertyName);
+            return propertyName === 'description' ? (
+              <textarea
+                value={value}
+                onChange={(e) => setValue(e.target.value)}
+                className={`border-input focus-visible:ring-ring flex w-full rounded-md border bg-transparent px-3 py-2 text-sm shadow-sm transition-colors focus-visible:ring-1 focus-visible:outline-none disabled:cursor-not-allowed disabled:opacity-50 ${config.className}`}
+                style={config.style}
+                disabled={isSubmitting}
+              />
+            ) : (
+              <textarea
+                value={value}
+                onChange={(e) => setValue(e.target.value)}
+                rows={config.rows}
+                className={`border-input focus-visible:ring-ring flex w-full rounded-md border bg-transparent px-3 py-2 text-sm shadow-sm transition-colors focus-visible:ring-1 focus-visible:outline-none disabled:cursor-not-allowed disabled:opacity-50 ${config.className}`}
+                disabled={isSubmitting}
+              />
+            );
+          })()}
         </div>
 
         <DialogFooter>

From 96bd018fab70408cb32484d4d745cbccfca448f8 Mon Sep 17 00:00:00 2001
From: yangdx <yangdx@znipower.com>
Date: Mon, 14 Apr 2025 13:01:46 +0800
Subject: [PATCH 16/20] Update webui assets

---
 lightrag/api/webui/assets/index-BJDb04H1.css  |   1 +
 lightrag/api/webui/assets/index-CTB4Vp_z.css  |   1 -
 .../{index-vzpYU2q3.js => index-DNUbHVZW.js}  | 287 +++++++++---------
 lightrag/api/webui/index.html                 |   4 +-
 4 files changed, 149 insertions(+), 144 deletions(-)
 create mode 100644 lightrag/api/webui/assets/index-BJDb04H1.css
 delete mode 100644 lightrag/api/webui/assets/index-CTB4Vp_z.css
 rename lightrag/api/webui/assets/{index-vzpYU2q3.js => index-DNUbHVZW.js} (73%)

diff --git a/lightrag/api/webui/assets/index-BJDb04H1.css b/lightrag/api/webui/assets/index-BJDb04H1.css
new file mode 100644
index 00000000..b0d15506
--- /dev/null
+++ b/lightrag/api/webui/assets/index-BJDb04H1.css
@@ -0,0 +1 @@
+/*! tailwindcss v4.0.8 | MIT License | https://tailwindcss.com */@layer theme{:root,:host{--font-sans:ui-sans-serif,system-ui,sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol","Noto Color Emoji";--font-mono:ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier New",monospace;--color-red-100:oklch(.936 .032 17.717);--color-red-400:oklch(.704 .191 22.216);--color-red-500:oklch(.637 .237 25.331);--color-red-600:oklch(.577 .245 27.325);--color-red-900:oklch(.396 .141 25.723);--color-red-950:oklch(.258 .092 26.042);--color-amber-100:oklch(.962 .059 95.617);--color-amber-200:oklch(.924 .12 95.746);--color-amber-700:oklch(.555 .163 48.998);--color-amber-800:oklch(.473 .137 46.201);--color-amber-900:oklch(.414 .112 45.904);--color-yellow-100:oklch(.973 .071 103.193);--color-yellow-400:oklch(.852 .199 91.936);--color-yellow-600:oklch(.681 .162 75.834);--color-yellow-900:oklch(.421 .095 57.708);--color-green-100:oklch(.962 .044 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diff --git a/lightrag/api/webui/assets/index-CTB4Vp_z.css b/lightrag/api/webui/assets/index-CTB4Vp_z.css
deleted file mode 100644
index 8c46abce..00000000
--- a/lightrag/api/webui/assets/index-CTB4Vp_z.css
+++ /dev/null
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--tw-duration{syntax:"*";inherits:false}:root{--sigma-background-color:#fff;--sigma-controls-background-color:#fff;--sigma-controls-background-color-hover:rgba(0,0,0,.2);--sigma-controls-border-color:rgba(0,0,0,.2);--sigma-controls-color:#000;--sigma-controls-zindex:100;--sigma-controls-margin:5px;--sigma-controls-size:30px}div.react-sigma{height:100%;width:100%;position:relative;background:var(--sigma-background-color)}div.sigma-container{height:100%;width:100%}.react-sigma-controls{position:absolute;z-index:var(--sigma-controls-zindex);border:2px solid 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diff --git a/lightrag/api/webui/assets/index-vzpYU2q3.js b/lightrag/api/webui/assets/index-DNUbHVZW.js
similarity index 73%
rename from lightrag/api/webui/assets/index-vzpYU2q3.js
rename to lightrag/api/webui/assets/index-DNUbHVZW.js
index 597a786c..95183d35 100644
--- a/lightrag/api/webui/assets/index-vzpYU2q3.js
+++ b/lightrag/api/webui/assets/index-DNUbHVZW.js
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h.is=="string"?S.createElement("select",{is:h.is}):S.createElement("select"),h.multiple?i.multiple=!0:h.size&&(i.size=h.size);break;default:i=typeof h.is=="string"?S.createElement(p,{is:h.is}):S.createElement(p)}}i[wn]=c,i[Pn]=h;e:for(S=c.child;S!==null;){if(S.tag===5||S.tag===6)i.appendChild(S.stateNode);else if(S.tag!==4&&S.tag!==27&&S.child!==null){S.child.return=S,S=S.child;continue}if(S===c)break e;for(;S.sibling===null;){if(S.return===null||S.return===c)break e;S=S.return}S.sibling.return=S.return,S=S.sibling}c.stateNode=i;e:switch(bn(i,p,h),p){case"button":case"input":case"select":case"textarea":i=!!h.autoFocus;break e;case"img":i=!0;break e;default:i=!1}i&&Ra(c)}}return Bt(c),c.flags&=-16777217,null;case 6:if(i&&c.stateNode!=null)i.memoizedProps!==h&&Ra(c);else{if(typeof h!="string"&&c.stateNode===null)throw Error(r(166));if(i=xe.current,hl(c)){if(i=c.stateNode,p=c.memoizedProps,h=null,S=Nn,S!==null)switch(S.tag){case 27:case 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h.is=="string"?S.createElement("select",{is:h.is}):S.createElement("select"),h.multiple?i.multiple=!0:h.size&&(i.size=h.size);break;default:i=typeof h.is=="string"?S.createElement(p,{is:h.is}):S.createElement(p)}}i[En]=c,i[Fn]=h;e:for(S=c.child;S!==null;){if(S.tag===5||S.tag===6)i.appendChild(S.stateNode);else if(S.tag!==4&&S.tag!==27&&S.child!==null){S.child.return=S,S=S.child;continue}if(S===c)break e;for(;S.sibling===null;){if(S.return===null||S.return===c)break e;S=S.return}S.sibling.return=S.return,S=S.sibling}c.stateNode=i;e:switch(bn(i,p,h),p){case"button":case"input":case"select":case"textarea":i=!!h.autoFocus;break e;case"img":i=!0;break e;default:i=!1}i&&Ra(c)}}return Bt(c),c.flags&=-16777217,null;case 6:if(i&&c.stateNode!=null)i.memoizedProps!==h&&Ra(c);else{if(typeof h!="string"&&c.stateNode===null)throw Error(r(166));if(i=xe.current,vl(c)){if(i=c.stateNode,p=c.memoizedProps,h=null,S=On,S!==null)switch(S.tag){case 27:case 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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
- */var qX={xmlns:"http://www.w3.org/2000/svg",width:24,height:24,viewBox:"0 0 24 24",fill:"none",stroke:"currentColor",strokeWidth:2,strokeLinecap:"round",strokeLinejoin:"round"};/**
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
- */const VX=E.forwardRef(({color:e="currentColor",size:t=24,strokeWidth:n=2,absoluteStrokeWidth:r,className:a="",children:o,iconNode:s,...l},u)=>E.createElement("svg",{ref:u,...qX,width:t,height:t,stroke:e,strokeWidth:r?Number(n)*24/Number(t):n,className:PU("lucide",a),...l},[...s.map(([d,f])=>E.createElement(d,f)),...Array.isArray(o)?o:[o]]));/**
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  * See the LICENSE file in the root directory of this source tree.
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
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  * See the LICENSE file in the root directory of this source tree.
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  * See the LICENSE file in the root directory of this source tree.
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  *
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  * See the LICENSE file in the root directory of this source tree.
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  * See the LICENSE file in the root directory of this source tree.
- */const oZ=[["path",{d:"M20 6 9 17l-5-5",key:"1gmf2c"}]],yT=it("Check",oZ);/**
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  *
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  * See the LICENSE file in the root directory of this source tree.
- */const iZ=[["path",{d:"m6 9 6 6 6-6",key:"qrunsl"}]],vT=it("ChevronDown",iZ);/**
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  *
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  * See the LICENSE file in the root directory of this source tree.
- */const sZ=[["path",{d:"m18 15-6-6-6 6",key:"153udz"}]],FU=it("ChevronUp",sZ);/**
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  *
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  * See the LICENSE file in the root directory of this source tree.
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  * See the LICENSE file in the root directory of this source tree.
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  *
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  * See the LICENSE file in the root directory of this source tree.
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
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  *
  * This source code is licensed under the ISC license.
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
- */const mZ=[["polygon",{points:"22 3 2 3 10 12.46 10 19 14 21 14 12.46 22 3",key:"1yg77f"}]],bZ=it("Filter",mZ);/**
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  *
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  * See the LICENSE file in the root directory of this source tree.
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
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  *
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  * See the LICENSE file in the root directory of this source tree.
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
- */const AZ=[["path",{d:"M21 12a9 9 0 1 1-6.219-8.56",key:"13zald"}]],jU=it("LoaderCircle",AZ);/**
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
- */const RZ=[["path",{d:"M12 2v4",key:"3427ic"}],["path",{d:"m16.2 7.8 2.9-2.9",key:"r700ao"}],["path",{d:"M18 12h4",key:"wj9ykh"}],["path",{d:"m16.2 16.2 2.9 2.9",key:"1bxg5t"}],["path",{d:"M12 18v4",key:"jadmvz"}],["path",{d:"m4.9 19.1 2.9-2.9",key:"bwix9q"}],["path",{d:"M2 12h4",key:"j09sii"}],["path",{d:"m4.9 4.9 2.9 2.9",key:"giyufr"}]],CZ=it("Loader",RZ);/**
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
- */const _Z=[["path",{d:"M9 21H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h4",key:"1uf3rs"}],["polyline",{points:"16 17 21 12 16 7",key:"1gabdz"}],["line",{x1:"21",x2:"9",y1:"12",y2:"12",key:"1uyos4"}]],NZ=it("LogOut",_Z);/**
+ */const IZ=[["path",{d:"M9 21H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h4",key:"1uf3rs"}],["polyline",{points:"16 17 21 12 16 7",key:"1gabdz"}],["line",{x1:"21",x2:"9",y1:"12",y2:"12",key:"1uyos4"}]],DZ=at("LogOut",IZ);/**
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
- */const OZ=[["path",{d:"M8 3H5a2 2 0 0 0-2 2v3",key:"1dcmit"}],["path",{d:"M21 8V5a2 2 0 0 0-2-2h-3",key:"1e4gt3"}],["path",{d:"M3 16v3a2 2 0 0 0 2 2h3",key:"wsl5sc"}],["path",{d:"M16 21h3a2 2 0 0 0 2-2v-3",key:"18trek"}]],IZ=it("Maximize",OZ);/**
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
- */const DZ=[["path",{d:"M8 3v3a2 2 0 0 1-2 2H3",key:"hohbtr"}],["path",{d:"M21 8h-3a2 2 0 0 1-2-2V3",key:"5jw1f3"}],["path",{d:"M3 16h3a2 2 0 0 1 2 2v3",key:"198tvr"}],["path",{d:"M16 21v-3a2 2 0 0 1 2-2h3",key:"ph8mxp"}]],LZ=it("Minimize",DZ);/**
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
- */const MZ=[["circle",{cx:"13.5",cy:"6.5",r:".5",fill:"currentColor",key:"1okk4w"}],["circle",{cx:"17.5",cy:"10.5",r:".5",fill:"currentColor",key:"f64h9f"}],["circle",{cx:"8.5",cy:"7.5",r:".5",fill:"currentColor",key:"fotxhn"}],["circle",{cx:"6.5",cy:"12.5",r:".5",fill:"currentColor",key:"qy21gx"}],["path",{d:"M12 2C6.5 2 2 6.5 2 12s4.5 10 10 10c.926 0 1.648-.746 1.648-1.688 0-.437-.18-.835-.437-1.125-.29-.289-.438-.652-.438-1.125a1.64 1.64 0 0 1 1.668-1.668h1.996c3.051 0 5.555-2.503 5.555-5.554C21.965 6.012 17.461 2 12 2z",key:"12rzf8"}]],PZ=it("Palette",MZ);/**
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
- */const BZ=[["polygon",{points:"6 3 20 12 6 21 6 3",key:"1oa8hb"}]],jZ=it("Play",BZ);/**
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
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+ */const $Z=[["polygon",{points:"6 3 20 12 6 21 6 3",key:"1oa8hb"}]],qZ=at("Play",$Z);/**
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
- */const GZ=[["path",{d:"M3 12a9 9 0 1 0 9-9 9.75 9.75 0 0 0-6.74 2.74L3 8",key:"1357e3"}],["path",{d:"M3 3v5h5",key:"1xhq8a"}]],HZ=it("RotateCcw",GZ);/**
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
- */const $Z=[["path",{d:"M21 12a9 9 0 1 1-9-9c2.52 0 4.93 1 6.74 2.74L21 8",key:"1p45f6"}],["path",{d:"M21 3v5h-5",key:"1q7to0"}]],qZ=it("RotateCw",$Z);/**
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  *
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  * See the LICENSE file in the root directory of this source tree.
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  *
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  * See the LICENSE file in the root directory of this source tree.
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  *
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  * See the LICENSE file in the root directory of this source tree.
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  *
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  * See the LICENSE file in the root directory of this source tree.
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  *
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  * See the LICENSE file in the root directory of this source tree.
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
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  *
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  *
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  * See the LICENSE file in the root directory of this source tree.
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  *
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  * See the LICENSE file in the root directory of this source tree.
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  *
  * This source code is licensed under the ISC license.
  * See the LICENSE file in the root directory of this source tree.
- */const lQ=[["circle",{cx:"11",cy:"11",r:"8",key:"4ej97u"}],["line",{x1:"21",x2:"16.65",y1:"21",y2:"16.65",key:"13gj7c"}],["line",{x1:"8",x2:"14",y1:"11",y2:"11",key:"durymu"}]],cQ=it("ZoomOut",lQ),hf=X0,$U=Fj,uQ=Z0,qU=E.forwardRef(({className:e,...t},n)=>w.jsx(rf,{ref:n,className:Me("data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 fixed inset-0 z-50 bg-black/30",e),...t}));qU.displayName=rf.displayName;const Vc=E.forwardRef(({className:e,children:t,...n},r)=>w.jsxs(uQ,{children:[w.jsx(qU,{}),w.jsxs(af,{ref:r,className:Me("bg-background data-[state=open]:animate-in data-[state=closed]:animate-out data-[state=closed]:fade-out-0 data-[state=open]:fade-in-0 data-[state=closed]:zoom-out-95 data-[state=open]:zoom-in-95 data-[state=closed]:slide-out-to-top-[48%] data-[state=open]:slide-in-from-top-[48%] fixed top-[50%] left-[50%] z-50 grid w-full max-w-lg translate-x-[-50%] translate-y-[-50%] gap-4 border p-6 shadow-lg 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ree(e,t){const{name:n,type:r,direction:a}=t,o="forEach"+n[0].toUpperCase()+n.slice(1,-1);e.prototype[o]=function(d,f,g){if(!(r!=="mixed"&&this.type!=="mixed"&&r!==this.type)){if(arguments.length===1)return g=d,S4(!1,this,r,g);if(arguments.length===2){d=""+d,g=f;const m=this._nodes.get(d);if(typeof m>"u")throw new Le(`Graph.${o}: could not find the "${d}" node in the graph.`);return RT(!1,this.multi,r==="mixed"?this.type:r,a,m,g)}if(arguments.length===3){d=""+d,f=""+f;const m=this._nodes.get(d);if(!m)throw new Le(`Graph.${o}:  could not find the "${d}" source node in the graph.`);if(!this._nodes.has(f))throw new Le(`Graph.${o}:  could not find the "${f}" target node in the graph.`);return CT(!1,r,this.multi,a,m,f,g)}throw new Pe(`Graph.${o}: too many arguments (expecting 1, 2 or 3 and got ${arguments.length}).`)}};const s="map"+n[0].toUpperCase()+n.slice(1);e.prototype[s]=function(){const d=Array.prototype.slice.call(arguments),f=d.pop();let g;if(d.length===0){let m=0;r!=="directed"&&(m+=this.undirectedSize),r!=="undirected"&&(m+=this.directedSize),g=new Array(m);let b=0;d.push((y,v,x,T,k,R,O)=>{g[b++]=f(y,v,x,T,k,R,O)})}else g=[],d.push((m,b,y,v,x,T,k)=>{g.push(f(m,b,y,v,x,T,k))});return this[o].apply(this,d),g};const l="filter"+n[0].toUpperCase()+n.slice(1);e.prototype[l]=function(){const d=Array.prototype.slice.call(arguments),f=d.pop(),g=[];return d.push((m,b,y,v,x,T,k)=>{f(m,b,y,v,x,T,k)&&g.push(m)}),this[o].apply(this,d),g};const u="reduce"+n[0].toUpperCase()+n.slice(1);e.prototype[u]=function(){let d=Array.prototype.slice.call(arguments);if(d.length<2||d.length>4)throw new Pe(`Graph.${u}: invalid number of arguments (expecting 2, 3 or 4 and got ${d.length}).`);if(typeof d[d.length-1]=="function"&&typeof d[d.length-2]!="function")throw new Pe(`Graph.${u}: missing initial value. You must provide it because the callback takes more than one argument and we cannot infer the initial value from the first iteration, as you could with a simple array.`);let f,g;d.length===2?(f=d[0],g=d[1],d=[]):d.length===3?(f=d[1],g=d[2],d=[d[0]]):d.length===4&&(f=d[2],g=d[3],d=[d[0],d[1]]);let m=g;return d.push((b,y,v,x,T,k,R)=>{m=f(m,b,y,v,x,T,k,R)}),this[o].apply(this,d),m}}function aee(e,t){const{name:n,type:r,direction:a}=t,o="find"+n[0].toUpperCase()+n.slice(1,-1);e.prototype[o]=function(u,d,f){if(r!=="mixed"&&this.type!=="mixed"&&r!==this.type)return!1;if(arguments.length===1)return f=u,S4(!0,this,r,f);if(arguments.length===2){u=""+u,f=d;const g=this._nodes.get(u);if(typeof g>"u")throw new Le(`Graph.${o}: could not find the "${u}" node in the graph.`);return RT(!0,this.multi,r==="mixed"?this.type:r,a,g,f)}if(arguments.length===3){u=""+u,d=""+d;const g=this._nodes.get(u);if(!g)throw new Le(`Graph.${o}:  could not find the "${u}" source node in the graph.`);if(!this._nodes.has(d))throw new Le(`Graph.${o}:  could not find the "${d}" target node in the graph.`);return CT(!0,r,this.multi,a,g,d,f)}throw new Pe(`Graph.${o}: too many arguments (expecting 1, 2 or 3 and got ${arguments.length}).`)};const s="some"+n[0].toUpperCase()+n.slice(1,-1);e.prototype[s]=function(){const u=Array.prototype.slice.call(arguments),d=u.pop();return u.push((g,m,b,y,v,x,T)=>d(g,m,b,y,v,x,T)),!!this[o].apply(this,u)};const l="every"+n[0].toUpperCase()+n.slice(1,-1);e.prototype[l]=function(){const u=Array.prototype.slice.call(arguments),d=u.pop();return u.push((g,m,b,y,v,x,T)=>!d(g,m,b,y,v,x,T)),!this[o].apply(this,u)}}function oee(e,t){const{name:n,type:r,direction:a}=t,o=n.slice(0,-1)+"Entries";e.prototype[o]=function(s,l){if(r!=="mixed"&&this.type!=="mixed"&&r!==this.type)return Xs();if(!arguments.length)return ZJ(this,r);if(arguments.length===1){s=""+s;const u=this._nodes.get(s);if(!u)throw new Le(`Graph.${o}: could not find the "${s}" node in the graph.`);return JJ(r,a,u)}if(arguments.length===2){s=""+s,l=""+l;const u=this._nodes.get(s);if(!u)throw new Le(`Graph.${o}:  could not find the "${s}" source node in the graph.`);if(!this._nodes.has(l))throw new Le(`Graph.${o}:  could not find the "${l}" target node in the graph.`);return tee(r,a,u,l)}throw new Pe(`Graph.${o}: too many arguments (expecting 0, 1 or 2 and got ${arguments.length}).`)}}function iee(e){qJ.forEach(t=>{nee(e,t),ree(e,t),aee(e,t),oee(e,t)})}const see=[{name:"neighbors",type:"mixed"},{name:"inNeighbors",type:"directed",direction:"in"},{name:"outNeighbors",type:"directed",direction:"out"},{name:"inboundNeighbors",type:"mixed",direction:"in"},{name:"outboundNeighbors",type:"mixed",direction:"out"},{name:"directedNeighbors",type:"directed"},{name:"undirectedNeighbors",type:"undirected"}];function xf(){this.A=null,this.B=null}xf.prototype.wrap=function(e){this.A===null?this.A=e:this.B===null&&(this.B=e)};xf.prototype.has=function(e){return this.A!==null&&e in this.A||this.B!==null&&e in this.B};function nc(e,t,n,r,a){for(const o in r){const s=r[o],l=s.source,u=s.target,d=l===n?u:l;if(t&&t.has(d.key))continue;const f=a(d.key,d.attributes);if(e&&f)return d.key}}function _T(e,t,n,r,a){if(t!=="mixed"){if(t==="undirected")return nc(e,null,r,r.undirected,a);if(typeof n=="string")return nc(e,null,r,r[n],a)}const o=new xf;let s;if(t!=="undirected"){if(n!=="out"){if(s=nc(e,null,r,r.in,a),e&&s)return s;o.wrap(r.in)}if(n!=="in"){if(s=nc(e,o,r,r.out,a),e&&s)return s;o.wrap(r.out)}}if(t!=="directed"&&(s=nc(e,o,r,r.undirected,a),e&&s))return s}function lee(e,t,n){if(e!=="mixed"){if(e==="undirected")return Object.keys(n.undirected);if(typeof t=="string")return Object.keys(n[t])}const r=[];return _T(!1,e,t,n,function(a){r.push(a)}),r}function rc(e,t,n){const r=Object.keys(n),a=r.length;let o=0;return{[Symbol.iterator](){return this},next(){let s=null;do{if(o>=a)return e&&e.wrap(n),{done:!0};const l=n[r[o++]],u=l.source,d=l.target;if(s=u===t?d:u,e&&e.has(s.key)){s=null;continue}}while(s===null);return{done:!1,value:{neighbor:s.key,attributes:s.attributes}}}}}function cee(e,t,n){if(e!=="mixed"){if(e==="undirected")return rc(null,n,n.undirected);if(typeof t=="string")return rc(null,n,n[t])}let r=Xs();const a=new xf;return e!=="undirected"&&(t!=="out"&&(r=za(r,rc(a,n,n.in))),t!=="in"&&(r=za(r,rc(a,n,n.out)))),e!=="directed"&&(r=za(r,rc(a,n,n.undirected))),r}function uee(e,t){const{name:n,type:r,direction:a}=t;e.prototype[n]=function(o){if(r!=="mixed"&&this.type!=="mixed"&&r!==this.type)return[];o=""+o;const s=this._nodes.get(o);if(typeof s>"u")throw new Le(`Graph.${n}: could not find the "${o}" node in the graph.`);return lee(r==="mixed"?this.type:r,a,s)}}function dee(e,t){const{name:n,type:r,direction:a}=t,o="forEach"+n[0].toUpperCase()+n.slice(1,-1);e.prototype[o]=function(d,f){if(r!=="mixed"&&this.type!=="mixed"&&r!==this.type)return;d=""+d;const g=this._nodes.get(d);if(typeof g>"u")throw new Le(`Graph.${o}: could not find the "${d}" node in the graph.`);_T(!1,r==="mixed"?this.type:r,a,g,f)};const s="map"+n[0].toUpperCase()+n.slice(1);e.prototype[s]=function(d,f){const g=[];return this[o](d,(m,b)=>{g.push(f(m,b))}),g};const l="filter"+n[0].toUpperCase()+n.slice(1);e.prototype[l]=function(d,f){const g=[];return this[o](d,(m,b)=>{f(m,b)&&g.push(m)}),g};const u="reduce"+n[0].toUpperCase()+n.slice(1);e.prototype[u]=function(d,f,g){if(arguments.length<3)throw new Pe(`Graph.${u}: missing initial value. You must provide it because the callback takes more than one argument and we cannot infer the initial value from the first iteration, as you could with a simple array.`);let m=g;return this[o](d,(b,y)=>{m=f(m,b,y)}),m}}function pee(e,t){const{name:n,type:r,direction:a}=t,o=n[0].toUpperCase()+n.slice(1,-1),s="find"+o;e.prototype[s]=function(d,f){if(r!=="mixed"&&this.type!=="mixed"&&r!==this.type)return;d=""+d;const g=this._nodes.get(d);if(typeof g>"u")throw new Le(`Graph.${s}: could not find the "${d}" node in the graph.`);return _T(!0,r==="mixed"?this.type:r,a,g,f)};const l="some"+o;e.prototype[l]=function(d,f){return!!this[s](d,f)};const u="every"+o;e.prototype[u]=function(d,f){return!this[s](d,(m,b)=>!f(m,b))}}function fee(e,t){const{name:n,type:r,direction:a}=t,o=n.slice(0,-1)+"Entries";e.prototype[o]=function(s){if(r!=="mixed"&&this.type!=="mixed"&&r!==this.type)return Xs();s=""+s;const l=this._nodes.get(s);if(typeof l>"u")throw new Le(`Graph.${o}: could not find the "${s}" node in the graph.`);return cee(r==="mixed"?this.type:r,a,l)}}function gee(e){see.forEach(t=>{uee(e,t),dee(e,t),pee(e,t),fee(e,t)})}function Cd(e,t,n,r,a){const o=r._nodes.values(),s=r.type;let l,u,d,f,g,m;for(;l=o.next(),l.done!==!0;){let b=!1;if(u=l.value,s!=="undirected"){f=u.out;for(d in f){g=f[d];do m=g.target,b=!0,a(u.key,m.key,u.attributes,m.attributes,g.key,g.attributes,g.undirected),g=g.next;while(g)}}if(s!=="directed"){f=u.undirected;for(d in f)if(!(t&&u.key>d)){g=f[d];do m=g.target,m.key!==d&&(m=g.source),b=!0,a(u.key,m.key,u.attributes,m.attributes,g.key,g.attributes,g.undirected),g=g.next;while(g)}}n&&!b&&a(u.key,null,u.attributes,null,null,null,null)}}function hee(e,t){const n={key:e};return f4(t.attributes)||(n.attributes=nn({},t.attributes)),n}function mee(e,t,n){const r={key:t,source:n.source.key,target:n.target.key};return f4(n.attributes)||(r.attributes=nn({},n.attributes)),e==="mixed"&&n.undirected&&(r.undirected=!0),r}function bee(e){if(!Sn(e))throw new Pe('Graph.import: invalid serialized node. A serialized node should be a plain object with at least a "key" property.');if(!("key"in e))throw new Pe("Graph.import: serialized node is missing its key.");if("attributes"in e&&(!Sn(e.attributes)||e.attributes===null))throw new Pe("Graph.import: invalid attributes. Attributes should be a plain object, null or omitted.")}function yee(e){if(!Sn(e))throw new Pe('Graph.import: invalid serialized edge. A serialized edge should be a plain object with at least a "source" & "target" property.');if(!("source"in e))throw new Pe("Graph.import: serialized edge is missing its source.");if(!("target"in e))throw new Pe("Graph.import: serialized edge is missing its target.");if("attributes"in e&&(!Sn(e.attributes)||e.attributes===null))throw new Pe("Graph.import: invalid attributes. Attributes should be a plain object, null or omitted.");if("undirected"in e&&typeof e.undirected!="boolean")throw new Pe("Graph.import: invalid undirectedness information. Undirected should be boolean or omitted.")}const vee=wJ(),See=new Set(["directed","undirected","mixed"]),mN=new Set(["domain","_events","_eventsCount","_maxListeners"]),wee=[{name:e=>`${e}Edge`,generateKey:!0},{name:e=>`${e}DirectedEdge`,generateKey:!0,type:"directed"},{name:e=>`${e}UndirectedEdge`,generateKey:!0,type:"undirected"},{name:e=>`${e}EdgeWithKey`},{name:e=>`${e}DirectedEdgeWithKey`,type:"directed"},{name:e=>`${e}UndirectedEdgeWithKey`,type:"undirected"}],Eee={allowSelfLoops:!0,multi:!1,type:"mixed"};function xee(e,t,n){if(n&&!Sn(n))throw new Pe(`Graph.addNode: invalid attributes. Expecting an object but got "${n}"`);if(t=""+t,n=n||{},e._nodes.has(t))throw new Ze(`Graph.addNode: the "${t}" node already exist in the graph.`);const r=new e.NodeDataClass(t,n);return e._nodes.set(t,r),e.emit("nodeAdded",{key:t,attributes:n}),r}function bN(e,t,n){const r=new e.NodeDataClass(t,n);return e._nodes.set(t,r),e.emit("nodeAdded",{key:t,attributes:n}),r}function w4(e,t,n,r,a,o,s,l){if(!r&&e.type==="undirected")throw new Ze(`Graph.${t}: you cannot add a directed edge to an undirected graph. Use the #.addEdge or #.addUndirectedEdge instead.`);if(r&&e.type==="directed")throw new Ze(`Graph.${t}: you cannot add an undirected edge to a directed graph. Use the #.addEdge or #.addDirectedEdge instead.`);if(l&&!Sn(l))throw new Pe(`Graph.${t}: invalid attributes. Expecting an object but got "${l}"`);if(o=""+o,s=""+s,l=l||{},!e.allowSelfLoops&&o===s)throw new Ze(`Graph.${t}: source & target are the same ("${o}"), thus creating a loop explicitly forbidden by this graph 'allowSelfLoops' option set to false.`);const u=e._nodes.get(o),d=e._nodes.get(s);if(!u)throw new Le(`Graph.${t}: source node "${o}" not found.`);if(!d)throw new Le(`Graph.${t}: target node "${s}" not found.`);const f={key:null,undirected:r,source:o,target:s,attributes:l};if(n)a=e._edgeKeyGenerator();else if(a=""+a,e._edges.has(a))throw new Ze(`Graph.${t}: the "${a}" edge already exists in the graph.`);if(!e.multi&&(r?typeof u.undirected[s]<"u":typeof u.out[s]<"u"))throw new Ze(`Graph.${t}: an edge linking "${o}" to "${s}" already exists. If you really want to add multiple edges linking those nodes, you should create a multi graph by using the 'multi' option.`);const g=new Zs(r,a,u,d,l);e._edges.set(a,g);const m=o===s;return r?(u.undirectedDegree++,d.undirectedDegree++,m&&(u.undirectedLoops++,e._undirectedSelfLoopCount++)):(u.outDegree++,d.inDegree++,m&&(u.directedLoops++,e._directedSelfLoopCount++)),e.multi?g.attachMulti():g.attach(),r?e._undirectedSize++:e._directedSize++,f.key=a,e.emit("edgeAdded",f),a}function kee(e,t,n,r,a,o,s,l,u){if(!r&&e.type==="undirected")throw new Ze(`Graph.${t}: you cannot merge/update a directed edge to an undirected graph. Use the #.mergeEdge/#.updateEdge or #.addUndirectedEdge instead.`);if(r&&e.type==="directed")throw new Ze(`Graph.${t}: you cannot merge/update an undirected edge to a directed graph. Use the #.mergeEdge/#.updateEdge or #.addDirectedEdge instead.`);if(l){if(u){if(typeof l!="function")throw new Pe(`Graph.${t}: invalid updater function. Expecting a function but got "${l}"`)}else if(!Sn(l))throw new Pe(`Graph.${t}: invalid attributes. Expecting an object but got "${l}"`)}o=""+o,s=""+s;let d;if(u&&(d=l,l=void 0),!e.allowSelfLoops&&o===s)throw new Ze(`Graph.${t}: source & target are the same ("${o}"), thus creating a loop explicitly forbidden by this graph 'allowSelfLoops' option set to false.`);let f=e._nodes.get(o),g=e._nodes.get(s),m,b;if(!n&&(m=e._edges.get(a),m)){if((m.source.key!==o||m.target.key!==s)&&(!r||m.source.key!==s||m.target.key!==o))throw new Ze(`Graph.${t}: inconsistency detected when attempting to merge the "${a}" edge with "${o}" source & "${s}" target vs. ("${m.source.key}", "${m.target.key}").`);b=m}if(!b&&!e.multi&&f&&(b=r?f.undirected[s]:f.out[s]),b){const k=[b.key,!1,!1,!1];if(u?!d:!l)return k;if(u){const R=b.attributes;b.attributes=d(R),e.emit("edgeAttributesUpdated",{type:"replace",key:b.key,attributes:b.attributes})}else nn(b.attributes,l),e.emit("edgeAttributesUpdated",{type:"merge",key:b.key,attributes:b.attributes,data:l});return k}l=l||{},u&&d&&(l=d(l));const y={key:null,undirected:r,source:o,target:s,attributes:l};if(n)a=e._edgeKeyGenerator();else if(a=""+a,e._edges.has(a))throw new Ze(`Graph.${t}: the "${a}" edge already exists in the graph.`);let v=!1,x=!1;f||(f=bN(e,o,{}),v=!0,o===s&&(g=f,x=!0)),g||(g=bN(e,s,{}),x=!0),m=new Zs(r,a,f,g,l),e._edges.set(a,m);const T=o===s;return r?(f.undirectedDegree++,g.undirectedDegree++,T&&(f.undirectedLoops++,e._undirectedSelfLoopCount++)):(f.outDegree++,g.inDegree++,T&&(f.directedLoops++,e._directedSelfLoopCount++)),e.multi?m.attachMulti():m.attach(),r?e._undirectedSize++:e._directedSize++,y.key=a,e.emit("edgeAdded",y),[a,!0,v,x]}function gs(e,t){e._edges.delete(t.key);const{source:n,target:r,attributes:a}=t,o=t.undirected,s=n===r;o?(n.undirectedDegree--,r.undirectedDegree--,s&&(n.undirectedLoops--,e._undirectedSelfLoopCount--)):(n.outDegree--,r.inDegree--,s&&(n.directedLoops--,e._directedSelfLoopCount--)),e.multi?t.detachMulti():t.detach(),o?e._undirectedSize--:e._directedSize--,e.emit("edgeDropped",{key:t.key,attributes:a,source:n.key,target:r.key,undirected:o})}class _t extends p4.EventEmitter{constructor(t){if(super(),t=nn({},Eee,t),typeof t.multi!="boolean")throw new Pe(`Graph.constructor: invalid 'multi' option. Expecting a boolean but got "${t.multi}".`);if(!See.has(t.type))throw new Pe(`Graph.constructor: invalid 'type' option. Should be one of "mixed", "directed" or "undirected" but got "${t.type}".`);if(typeof t.allowSelfLoops!="boolean")throw new Pe(`Graph.constructor: invalid 'allowSelfLoops' option. Expecting a boolean but got "${t.allowSelfLoops}".`);const n=t.type==="mixed"?g4:t.type==="directed"?h4:m4;Sr(this,"NodeDataClass",n);const r="geid_"+vee()+"_";let a=0;const o=()=>{let s;do s=r+a++;while(this._edges.has(s));return s};Sr(this,"_attributes",{}),Sr(this,"_nodes",new Map),Sr(this,"_edges",new Map),Sr(this,"_directedSize",0),Sr(this,"_undirectedSize",0),Sr(this,"_directedSelfLoopCount",0),Sr(this,"_undirectedSelfLoopCount",0),Sr(this,"_edgeKeyGenerator",o),Sr(this,"_options",t),mN.forEach(s=>Sr(this,s,this[s])),Mr(this,"order",()=>this._nodes.size),Mr(this,"size",()=>this._edges.size),Mr(this,"directedSize",()=>this._directedSize),Mr(this,"undirectedSize",()=>this._undirectedSize),Mr(this,"selfLoopCount",()=>this._directedSelfLoopCount+this._undirectedSelfLoopCount),Mr(this,"directedSelfLoopCount",()=>this._directedSelfLoopCount),Mr(this,"undirectedSelfLoopCount",()=>this._undirectedSelfLoopCount),Mr(this,"multi",this._options.multi),Mr(this,"type",this._options.type),Mr(this,"allowSelfLoops",this._options.allowSelfLoops),Mr(this,"implementation",()=>"graphology")}_resetInstanceCounters(){this._directedSize=0,this._undirectedSize=0,this._directedSelfLoopCount=0,this._undirectedSelfLoopCount=0}hasNode(t){return this._nodes.has(""+t)}hasDirectedEdge(t,n){if(this.type==="undirected")return!1;if(arguments.length===1){const r=""+t,a=this._edges.get(r);return!!a&&!a.undirected}else if(arguments.length===2){t=""+t,n=""+n;const r=this._nodes.get(t);return r?r.out.hasOwnProperty(n):!1}throw new Pe(`Graph.hasDirectedEdge: invalid arity (${arguments.length}, instead of 1 or 2). You can either ask for an edge id or for the existence of an edge between a source & a target.`)}hasUndirectedEdge(t,n){if(this.type==="directed")return!1;if(arguments.length===1){const r=""+t,a=this._edges.get(r);return!!a&&a.undirected}else if(arguments.length===2){t=""+t,n=""+n;const r=this._nodes.get(t);return r?r.undirected.hasOwnProperty(n):!1}throw new Pe(`Graph.hasDirectedEdge: invalid arity (${arguments.length}, instead of 1 or 2). You can either ask for an edge id or for the existence of an edge between a source & a target.`)}hasEdge(t,n){if(arguments.length===1){const r=""+t;return this._edges.has(r)}else if(arguments.length===2){t=""+t,n=""+n;const r=this._nodes.get(t);return r?typeof r.out<"u"&&r.out.hasOwnProperty(n)||typeof r.undirected<"u"&&r.undirected.hasOwnProperty(n):!1}throw new Pe(`Graph.hasEdge: invalid arity (${arguments.length}, instead of 1 or 2). You can either ask for an edge id or for the existence of an edge between a source & a target.`)}directedEdge(t,n){if(this.type==="undirected")return;if(t=""+t,n=""+n,this.multi)throw new Ze("Graph.directedEdge: this method is irrelevant with multigraphs since there might be multiple edges between source & target. See #.directedEdges instead.");const r=this._nodes.get(t);if(!r)throw new Le(`Graph.directedEdge: could not find the "${t}" source node in the graph.`);if(!this._nodes.has(n))throw new Le(`Graph.directedEdge: could not find the "${n}" target node in the graph.`);const a=r.out&&r.out[n]||void 0;if(a)return a.key}undirectedEdge(t,n){if(this.type==="directed")return;if(t=""+t,n=""+n,this.multi)throw new Ze("Graph.undirectedEdge: this method is irrelevant with multigraphs since there might be multiple edges between source & target. See #.undirectedEdges instead.");const r=this._nodes.get(t);if(!r)throw new Le(`Graph.undirectedEdge: could not find the "${t}" source node in the graph.`);if(!this._nodes.has(n))throw new Le(`Graph.undirectedEdge: could not find the "${n}" target node in the graph.`);const a=r.undirected&&r.undirected[n]||void 0;if(a)return a.key}edge(t,n){if(this.multi)throw new Ze("Graph.edge: this method is irrelevant with multigraphs since there might be multiple edges between source & target. See #.edges instead.");t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.edge: could not find the "${t}" source node in the graph.`);if(!this._nodes.has(n))throw new Le(`Graph.edge: could not find the "${n}" target node in the graph.`);const a=r.out&&r.out[n]||r.undirected&&r.undirected[n]||void 0;if(a)return a.key}areDirectedNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areDirectedNeighbors: could not find the "${t}" node in the graph.`);return this.type==="undirected"?!1:n in r.in||n in r.out}areOutNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areOutNeighbors: could not find the "${t}" node in the graph.`);return this.type==="undirected"?!1:n in r.out}areInNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areInNeighbors: could not find the "${t}" node in the graph.`);return this.type==="undirected"?!1:n in r.in}areUndirectedNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areUndirectedNeighbors: could not find the "${t}" node in the graph.`);return this.type==="directed"?!1:n in r.undirected}areNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areNeighbors: could not find the "${t}" node in the graph.`);return this.type!=="undirected"&&(n in r.in||n in r.out)||this.type!=="directed"&&n in r.undirected}areInboundNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areInboundNeighbors: could not find the "${t}" node in the graph.`);return this.type!=="undirected"&&n in r.in||this.type!=="directed"&&n in r.undirected}areOutboundNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areOutboundNeighbors: could not find the "${t}" node in the graph.`);return this.type!=="undirected"&&n in r.out||this.type!=="directed"&&n in r.undirected}inDegree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.inDegree: could not find the "${t}" node in the graph.`);return this.type==="undirected"?0:n.inDegree}outDegree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.outDegree: could not find the "${t}" node in the graph.`);return this.type==="undirected"?0:n.outDegree}directedDegree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.directedDegree: could not find the "${t}" node in the graph.`);return this.type==="undirected"?0:n.inDegree+n.outDegree}undirectedDegree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.undirectedDegree: could not find the "${t}" node in the graph.`);return this.type==="directed"?0:n.undirectedDegree}inboundDegree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.inboundDegree: could not find the "${t}" node in the graph.`);let r=0;return this.type!=="directed"&&(r+=n.undirectedDegree),this.type!=="undirected"&&(r+=n.inDegree),r}outboundDegree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.outboundDegree: could not find the "${t}" node in the graph.`);let r=0;return this.type!=="directed"&&(r+=n.undirectedDegree),this.type!=="undirected"&&(r+=n.outDegree),r}degree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.degree: could not find the "${t}" node in the graph.`);let r=0;return this.type!=="directed"&&(r+=n.undirectedDegree),this.type!=="undirected"&&(r+=n.inDegree+n.outDegree),r}inDegreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.inDegreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);return this.type==="undirected"?0:n.inDegree-n.directedLoops}outDegreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.outDegreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);return this.type==="undirected"?0:n.outDegree-n.directedLoops}directedDegreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.directedDegreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);return this.type==="undirected"?0:n.inDegree+n.outDegree-n.directedLoops*2}undirectedDegreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.undirectedDegreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);return this.type==="directed"?0:n.undirectedDegree-n.undirectedLoops*2}inboundDegreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.inboundDegreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);let r=0,a=0;return this.type!=="directed"&&(r+=n.undirectedDegree,a+=n.undirectedLoops*2),this.type!=="undirected"&&(r+=n.inDegree,a+=n.directedLoops),r-a}outboundDegreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.outboundDegreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);let r=0,a=0;return this.type!=="directed"&&(r+=n.undirectedDegree,a+=n.undirectedLoops*2),this.type!=="undirected"&&(r+=n.outDegree,a+=n.directedLoops),r-a}degreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.degreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);let r=0,a=0;return this.type!=="directed"&&(r+=n.undirectedDegree,a+=n.undirectedLoops*2),this.type!=="undirected"&&(r+=n.inDegree+n.outDegree,a+=n.directedLoops*2),r-a}source(t){t=""+t;const n=this._edges.get(t);if(!n)throw new Le(`Graph.source: could not find the "${t}" edge in the graph.`);return n.source.key}target(t){t=""+t;const n=this._edges.get(t);if(!n)throw new Le(`Graph.target: could not find the "${t}" edge in the graph.`);return n.target.key}extremities(t){t=""+t;const n=this._edges.get(t);if(!n)throw new Le(`Graph.extremities: could not find the "${t}" edge in the graph.`);return[n.source.key,n.target.key]}opposite(t,n){t=""+t,n=""+n;const r=this._edges.get(n);if(!r)throw new Le(`Graph.opposite: could not find the "${n}" edge in the graph.`);const a=r.source.key,o=r.target.key;if(t===a)return o;if(t===o)return a;throw new Le(`Graph.opposite: the "${t}" node is not attached to the "${n}" edge (${a}, ${o}).`)}hasExtremity(t,n){t=""+t,n=""+n;const r=this._edges.get(t);if(!r)throw new Le(`Graph.hasExtremity: could not find the "${t}" edge in the graph.`);return r.source.key===n||r.target.key===n}isUndirected(t){t=""+t;const n=this._edges.get(t);if(!n)throw new Le(`Graph.isUndirected: could not find the "${t}" edge in the graph.`);return n.undirected}isDirected(t){t=""+t;const n=this._edges.get(t);if(!n)throw new Le(`Graph.isDirected: could not find the "${t}" edge in the graph.`);return!n.undirected}isSelfLoop(t){t=""+t;const n=this._edges.get(t);if(!n)throw new Le(`Graph.isSelfLoop: could not find the "${t}" edge in the graph.`);return n.source===n.target}addNode(t,n){return xee(this,t,n).key}mergeNode(t,n){if(n&&!Sn(n))throw new Pe(`Graph.mergeNode: invalid attributes. Expecting an object but got "${n}"`);t=""+t,n=n||{};let r=this._nodes.get(t);return r?(n&&(nn(r.attributes,n),this.emit("nodeAttributesUpdated",{type:"merge",key:t,attributes:r.attributes,data:n})),[t,!1]):(r=new this.NodeDataClass(t,n),this._nodes.set(t,r),this.emit("nodeAdded",{key:t,attributes:n}),[t,!0])}updateNode(t,n){if(n&&typeof n!="function")throw new Pe(`Graph.updateNode: invalid updater function. Expecting a function but got "${n}"`);t=""+t;let r=this._nodes.get(t);if(r){if(n){const o=r.attributes;r.attributes=n(o),this.emit("nodeAttributesUpdated",{type:"replace",key:t,attributes:r.attributes})}return[t,!1]}const a=n?n({}):{};return r=new this.NodeDataClass(t,a),this._nodes.set(t,r),this.emit("nodeAdded",{key:t,attributes:a}),[t,!0]}dropNode(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.dropNode: could not find the "${t}" node in the graph.`);let r;if(this.type!=="undirected"){for(const a in n.out){r=n.out[a];do gs(this,r),r=r.next;while(r)}for(const a in n.in){r=n.in[a];do gs(this,r),r=r.next;while(r)}}if(this.type!=="directed")for(const a in n.undirected){r=n.undirected[a];do gs(this,r),r=r.next;while(r)}this._nodes.delete(t),this.emit("nodeDropped",{key:t,attributes:n.attributes})}dropEdge(t){let n;if(arguments.length>1){const r=""+arguments[0],a=""+arguments[1];if(n=kr(this,r,a,this.type),!n)throw new Le(`Graph.dropEdge: could not find the "${r}" -> "${a}" edge in the graph.`)}else if(t=""+t,n=this._edges.get(t),!n)throw new Le(`Graph.dropEdge: could not find the "${t}" edge in the graph.`);return gs(this,n),this}dropDirectedEdge(t,n){if(arguments.length<2)throw new Ze("Graph.dropDirectedEdge: it does not make sense to try and drop a directed edge by key. What if the edge with this key is undirected? Use #.dropEdge for this purpose instead.");if(this.multi)throw new Ze("Graph.dropDirectedEdge: cannot use a {source,target} combo when dropping an edge in a MultiGraph since we cannot infer the one you want to delete as there could be multiple ones.");t=""+t,n=""+n;const r=kr(this,t,n,"directed");if(!r)throw new Le(`Graph.dropDirectedEdge: could not find a "${t}" -> "${n}" edge in the graph.`);return gs(this,r),this}dropUndirectedEdge(t,n){if(arguments.length<2)throw new Ze("Graph.dropUndirectedEdge: it does not make sense to drop a directed edge by key. What if the edge with this key is undirected? Use #.dropEdge for this purpose instead.");if(this.multi)throw new Ze("Graph.dropUndirectedEdge: cannot use a {source,target} combo when dropping an edge in a MultiGraph since we cannot infer the one you want to delete as there could be multiple ones.");const r=kr(this,t,n,"undirected");if(!r)throw new Le(`Graph.dropUndirectedEdge: could not find a "${t}" -> "${n}" edge in the graph.`);return gs(this,r),this}clear(){this._edges.clear(),this._nodes.clear(),this._resetInstanceCounters(),this.emit("cleared")}clearEdges(){const t=this._nodes.values();let n;for(;n=t.next(),n.done!==!0;)n.value.clear();this._edges.clear(),this._resetInstanceCounters(),this.emit("edgesCleared")}getAttribute(t){return this._attributes[t]}getAttributes(){return this._attributes}hasAttribute(t){return this._attributes.hasOwnProperty(t)}setAttribute(t,n){return this._attributes[t]=n,this.emit("attributesUpdated",{type:"set",attributes:this._attributes,name:t}),this}updateAttribute(t,n){if(typeof n!="function")throw new Pe("Graph.updateAttribute: updater should be a function.");const r=this._attributes[t];return this._attributes[t]=n(r),this.emit("attributesUpdated",{type:"set",attributes:this._attributes,name:t}),this}removeAttribute(t){return delete this._attributes[t],this.emit("attributesUpdated",{type:"remove",attributes:this._attributes,name:t}),this}replaceAttributes(t){if(!Sn(t))throw new Pe("Graph.replaceAttributes: provided attributes are not a plain object.");return this._attributes=t,this.emit("attributesUpdated",{type:"replace",attributes:this._attributes}),this}mergeAttributes(t){if(!Sn(t))throw new Pe("Graph.mergeAttributes: provided attributes are not a plain object.");return nn(this._attributes,t),this.emit("attributesUpdated",{type:"merge",attributes:this._attributes,data:t}),this}updateAttributes(t){if(typeof t!="function")throw new Pe("Graph.updateAttributes: provided updater is not a function.");return this._attributes=t(this._attributes),this.emit("attributesUpdated",{type:"update",attributes:this._attributes}),this}updateEachNodeAttributes(t,n){if(typeof t!="function")throw new Pe("Graph.updateEachNodeAttributes: expecting an updater function.");if(n&&!hN(n))throw new Pe("Graph.updateEachNodeAttributes: invalid hints. Expecting an object having the following shape: {attributes?: [string]}");const r=this._nodes.values();let a,o;for(;a=r.next(),a.done!==!0;)o=a.value,o.attributes=t(o.key,o.attributes);this.emit("eachNodeAttributesUpdated",{hints:n||null})}updateEachEdgeAttributes(t,n){if(typeof t!="function")throw new Pe("Graph.updateEachEdgeAttributes: expecting an updater function.");if(n&&!hN(n))throw new Pe("Graph.updateEachEdgeAttributes: invalid hints. Expecting an object having the following shape: {attributes?: [string]}");const r=this._edges.values();let a,o,s,l;for(;a=r.next(),a.done!==!0;)o=a.value,s=o.source,l=o.target,o.attributes=t(o.key,o.attributes,s.key,l.key,s.attributes,l.attributes,o.undirected);this.emit("eachEdgeAttributesUpdated",{hints:n||null})}forEachAdjacencyEntry(t){if(typeof t!="function")throw new Pe("Graph.forEachAdjacencyEntry: expecting a callback.");Cd(!1,!1,!1,this,t)}forEachAdjacencyEntryWithOrphans(t){if(typeof t!="function")throw new Pe("Graph.forEachAdjacencyEntryWithOrphans: expecting a callback.");Cd(!1,!1,!0,this,t)}forEachAssymetricAdjacencyEntry(t){if(typeof t!="function")throw new Pe("Graph.forEachAssymetricAdjacencyEntry: expecting a callback.");Cd(!1,!0,!1,this,t)}forEachAssymetricAdjacencyEntryWithOrphans(t){if(typeof t!="function")throw new Pe("Graph.forEachAssymetricAdjacencyEntryWithOrphans: expecting a callback.");Cd(!1,!0,!0,this,t)}nodes(){return Array.from(this._nodes.keys())}forEachNode(t){if(typeof t!="function")throw new Pe("Graph.forEachNode: expecting a callback.");const n=this._nodes.values();let r,a;for(;r=n.next(),r.done!==!0;)a=r.value,t(a.key,a.attributes)}findNode(t){if(typeof t!="function")throw new Pe("Graph.findNode: expecting a callback.");const n=this._nodes.values();let r,a;for(;r=n.next(),r.done!==!0;)if(a=r.value,t(a.key,a.attributes))return a.key}mapNodes(t){if(typeof t!="function")throw new Pe("Graph.mapNode: expecting a callback.");const n=this._nodes.values();let r,a;const o=new Array(this.order);let s=0;for(;r=n.next(),r.done!==!0;)a=r.value,o[s++]=t(a.key,a.attributes);return o}someNode(t){if(typeof t!="function")throw new Pe("Graph.someNode: expecting a callback.");const n=this._nodes.values();let r,a;for(;r=n.next(),r.done!==!0;)if(a=r.value,t(a.key,a.attributes))return!0;return!1}everyNode(t){if(typeof t!="function")throw new Pe("Graph.everyNode: expecting a callback.");const n=this._nodes.values();let r,a;for(;r=n.next(),r.done!==!0;)if(a=r.value,!t(a.key,a.attributes))return!1;return!0}filterNodes(t){if(typeof t!="function")throw new Pe("Graph.filterNodes: expecting a callback.");const n=this._nodes.values();let r,a;const o=[];for(;r=n.next(),r.done!==!0;)a=r.value,t(a.key,a.attributes)&&o.push(a.key);return o}reduceNodes(t,n){if(typeof t!="function")throw new Pe("Graph.reduceNodes: expecting a callback.");if(arguments.length<2)throw new Pe("Graph.reduceNodes: missing initial value. You must provide it because the callback takes more than one argument and we cannot infer the initial value from the first iteration, as you could with a simple array.");let r=n;const a=this._nodes.values();let o,s;for(;o=a.next(),o.done!==!0;)s=o.value,r=t(r,s.key,s.attributes);return r}nodeEntries(){const t=this._nodes.values();return{[Symbol.iterator](){return this},next(){const n=t.next();if(n.done)return n;const r=n.value;return{value:{node:r.key,attributes:r.attributes},done:!1}}}}export(){const t=new Array(this._nodes.size);let n=0;this._nodes.forEach((a,o)=>{t[n++]=hee(o,a)});const r=new Array(this._edges.size);return n=0,this._edges.forEach((a,o)=>{r[n++]=mee(this.type,o,a)}),{options:{type:this.type,multi:this.multi,allowSelfLoops:this.allowSelfLoops},attributes:this.getAttributes(),nodes:t,edges:r}}import(t,n=!1){if(t instanceof _t)return t.forEachNode((u,d)=>{n?this.mergeNode(u,d):this.addNode(u,d)}),t.forEachEdge((u,d,f,g,m,b,y)=>{n?y?this.mergeUndirectedEdgeWithKey(u,f,g,d):this.mergeDirectedEdgeWithKey(u,f,g,d):y?this.addUndirectedEdgeWithKey(u,f,g,d):this.addDirectedEdgeWithKey(u,f,g,d)}),this;if(!Sn(t))throw new Pe("Graph.import: invalid argument. Expecting a serialized graph or, alternatively, a Graph instance.");if(t.attributes){if(!Sn(t.attributes))throw new Pe("Graph.import: invalid attributes. Expecting a plain object.");n?this.mergeAttributes(t.attributes):this.replaceAttributes(t.attributes)}let r,a,o,s,l;if(t.nodes){if(o=t.nodes,!Array.isArray(o))throw new Pe("Graph.import: invalid nodes. Expecting an array.");for(r=0,a=o.length;r<a;r++){s=o[r],bee(s);const{key:u,attributes:d}=s;n?this.mergeNode(u,d):this.addNode(u,d)}}if(t.edges){let u=!1;if(this.type==="undirected"&&(u=!0),o=t.edges,!Array.isArray(o))throw new Pe("Graph.import: invalid edges. Expecting an array.");for(r=0,a=o.length;r<a;r++){l=o[r],yee(l);const{source:d,target:f,attributes:g,undirected:m=u}=l;let b;"key"in l?(b=n?m?this.mergeUndirectedEdgeWithKey:this.mergeDirectedEdgeWithKey:m?this.addUndirectedEdgeWithKey:this.addDirectedEdgeWithKey,b.call(this,l.key,d,f,g)):(b=n?m?this.mergeUndirectedEdge:this.mergeDirectedEdge:m?this.addUndirectedEdge:this.addDirectedEdge,b.call(this,d,f,g))}}return this}nullCopy(t){const n=new _t(nn({},this._options,t));return n.replaceAttributes(nn({},this.getAttributes())),n}emptyCopy(t){const n=this.nullCopy(t);return this._nodes.forEach((r,a)=>{const o=nn({},r.attributes);r=new n.NodeDataClass(a,o),n._nodes.set(a,r)}),n}copy(t){if(t=t||{},typeof t.type=="string"&&t.type!==this.type&&t.type!=="mixed")throw new Ze(`Graph.copy: cannot create an incompatible copy from "${this.type}" type to "${t.type}" because this would mean losing information about the current graph.`);if(typeof t.multi=="boolean"&&t.multi!==this.multi&&t.multi!==!0)throw new Ze("Graph.copy: cannot create an incompatible copy by downgrading a multi graph to a simple one because this would mean losing information about the current graph.");if(typeof t.allowSelfLoops=="boolean"&&t.allowSelfLoops!==this.allowSelfLoops&&t.allowSelfLoops!==!0)throw new Ze("Graph.copy: cannot create an incompatible copy from a graph allowing self loops to one that does not because this would mean losing information about the current graph.");const n=this.emptyCopy(t),r=this._edges.values();let a,o;for(;a=r.next(),a.done!==!0;)o=a.value,w4(n,"copy",!1,o.undirected,o.key,o.source.key,o.target.key,nn({},o.attributes));return n}toJSON(){return this.export()}toString(){return"[object Graph]"}inspect(){const t={};this._nodes.forEach((o,s)=>{t[s]=o.attributes});const n={},r={};this._edges.forEach((o,s)=>{const l=o.undirected?"--":"->";let u="",d=o.source.key,f=o.target.key,g;o.undirected&&d>f&&(g=d,d=f,f=g);const m=`(${d})${l}(${f})`;s.startsWith("geid_")?this.multi&&(typeof r[m]>"u"?r[m]=0:r[m]++,u+=`${r[m]}. `):u+=`[${s}]: `,u+=m,n[u]=o.attributes});const a={};for(const o in this)this.hasOwnProperty(o)&&!mN.has(o)&&typeof this[o]!="function"&&typeof o!="symbol"&&(a[o]=this[o]);return a.attributes=this._attributes,a.nodes=t,a.edges=n,Sr(a,"constructor",this.constructor),a}}typeof Symbol<"u"&&(_t.prototype[Symbol.for("nodejs.util.inspect.custom")]=_t.prototype.inspect);wee.forEach(e=>{["add","merge","update"].forEach(t=>{const n=e.name(t),r=t==="add"?w4:kee;e.generateKey?_t.prototype[n]=function(a,o,s){return r(this,n,!0,(e.type||this.type)==="undirected",null,a,o,s,t==="update")}:_t.prototype[n]=function(a,o,s,l){return r(this,n,!1,(e.type||this.type)==="undirected",a,o,s,l,t==="update")}})});DJ(_t);$J(_t);iee(_t);gee(_t);class E4 extends _t{constructor(t){const n=nn({type:"directed"},t);if("multi"in n&&n.multi!==!1)throw new Pe("DirectedGraph.from: inconsistent indication that the graph should be multi in given options!");if(n.type!=="directed")throw new Pe('DirectedGraph.from: inconsistent "'+n.type+'" type in given options!');super(n)}}class Ac extends _t{constructor(t){const n=nn({type:"undirected"},t);if("multi"in n&&n.multi!==!1)throw new Pe("UndirectedGraph.from: inconsistent indication that the graph should be multi in given options!");if(n.type!=="undirected")throw new Pe('UndirectedGraph.from: inconsistent "'+n.type+'" type in given options!');super(n)}}class x4 extends _t{constructor(t){const n=nn({multi:!0},t);if("multi"in n&&n.multi!==!0)throw new Pe("MultiGraph.from: inconsistent indication that the graph should be simple in given options!");super(n)}}class k4 extends _t{constructor(t){const n=nn({type:"directed",multi:!0},t);if("multi"in n&&n.multi!==!0)throw new Pe("MultiDirectedGraph.from: inconsistent indication that the graph should be simple in given options!");if(n.type!=="directed")throw new Pe('MultiDirectedGraph.from: inconsistent "'+n.type+'" type in given options!');super(n)}}class T4 extends _t{constructor(t){const n=nn({type:"undirected",multi:!0},t);if("multi"in n&&n.multi!==!0)throw new Pe("MultiUndirectedGraph.from: inconsistent indication that the graph should be simple in given options!");if(n.type!=="undirected")throw new Pe('MultiUndirectedGraph.from: inconsistent "'+n.type+'" type in given options!');super(n)}}function Qs(e){e.from=function(t,n){const r=nn({},t.options,n),a=new e(r);return a.import(t),a}}Qs(_t);Qs(E4);Qs(Ac);Qs(x4);Qs(k4);Qs(T4);_t.Graph=_t;_t.DirectedGraph=E4;_t.UndirectedGraph=Ac;_t.MultiGraph=x4;_t.MultiDirectedGraph=k4;_t.MultiUndirectedGraph=T4;_t.InvalidArgumentsGraphError=Pe;_t.NotFoundGraphError=Le;_t.UsageGraphError=Ze;function Tee(e,t){if(typeof e!="object"||!e)return e;var n=e[Symbol.toPrimitive];if(n!==void 0){var r=n.call(e,t);if(typeof r!="object")return r;throw new TypeError("@@toPrimitive must return a primitive value.")}return String(e)}function hc(e){var t=Tee(e,"string");return 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l=""+r,u=""+a;if(a=arguments[2],o=arguments[3],s=kr(this,l,u,n),!s)throw new Le(`Graph.${t}: could not find an edge for the given path ("${l}" - "${u}").`)}else{if(n!=="mixed")throw new Ze(`Graph.${t}: calling this method with only a key (vs. a source and target) does not make sense since an edge with this key could have the other type.`);if(r=""+r,s=this._edges.get(r),!s)throw new Le(`Graph.${t}: could not find the "${r}" edge in the graph.`)}return s.attributes[a]=o,this.emit("edgeAttributesUpdated",{key:s.key,type:"set",attributes:s.attributes,name:a}),this}}function HJ(e,t,n){e.prototype[t]=function(r,a,o){let s;if(this.type!=="mixed"&&n!=="mixed"&&n!==this.type)throw new Ze(`Graph.${t}: cannot find this type of edges in your ${this.type} graph.`);if(arguments.length>3){if(this.multi)throw new Ze(`Graph.${t}: cannot use a {source,target} combo when asking about an edge's attributes in a MultiGraph since we cannot infer the one you want information about.`);const l=""+r,u=""+a;if(a=arguments[2],o=arguments[3],s=kr(this,l,u,n),!s)throw new Le(`Graph.${t}: could not find an edge for the given path ("${l}" - "${u}").`)}else{if(n!=="mixed")throw new Ze(`Graph.${t}: calling this method with only a key (vs. a source and target) does not make sense since an edge with this key could have the other type.`);if(r=""+r,s=this._edges.get(r),!s)throw new Le(`Graph.${t}: could not find the "${r}" edge in the graph.`)}if(typeof o!="function")throw new Fe(`Graph.${t}: updater should be a function.`);return s.attributes[a]=o(s.attributes[a]),this.emit("edgeAttributesUpdated",{key:s.key,type:"set",attributes:s.attributes,name:a}),this}}function $J(e,t,n){e.prototype[t]=function(r,a){let o;if(this.type!=="mixed"&&n!=="mixed"&&n!==this.type)throw new Ze(`Graph.${t}: cannot find this type of edges in your ${this.type} graph.`);if(arguments.length>2){if(this.multi)throw new Ze(`Graph.${t}: cannot use a {source,target} combo when asking about an edge's attributes in a MultiGraph since we cannot infer the one you want information about.`);const s=""+r,l=""+a;if(a=arguments[2],o=kr(this,s,l,n),!o)throw new Le(`Graph.${t}: could not find an edge for the given path ("${s}" - "${l}").`)}else{if(n!=="mixed")throw new Ze(`Graph.${t}: calling this method with only a key (vs. a source and target) does not make sense since an edge with this key could have the other type.`);if(r=""+r,o=this._edges.get(r),!o)throw new Le(`Graph.${t}: could not find the "${r}" edge in the graph.`)}return delete o.attributes[a],this.emit("edgeAttributesUpdated",{key:o.key,type:"remove",attributes:o.attributes,name:a}),this}}function qJ(e,t,n){e.prototype[t]=function(r,a){let o;if(this.type!=="mixed"&&n!=="mixed"&&n!==this.type)throw new Ze(`Graph.${t}: cannot find this type of edges in your ${this.type} graph.`);if(arguments.length>2){if(this.multi)throw new Ze(`Graph.${t}: cannot use a {source,target} combo when asking about an edge's attributes in a MultiGraph since we cannot 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this.A||this.B!==null&&e in this.B};function ic(e,t,n,r,a){for(const o in r){const s=r[o],l=s.source,u=s.target,d=l===n?u:l;if(t&&t.has(d.key))continue;const f=a(d.key,d.attributes);if(e&&f)return d.key}}function NT(e,t,n,r,a){if(t!=="mixed"){if(t==="undirected")return ic(e,null,r,r.undirected,a);if(typeof n=="string")return ic(e,null,r,r[n],a)}const o=new xf;let s;if(t!=="undirected"){if(n!=="out"){if(s=ic(e,null,r,r.in,a),e&&s)return s;o.wrap(r.in)}if(n!=="in"){if(s=ic(e,o,r,r.out,a),e&&s)return s;o.wrap(r.out)}}if(t!=="directed"&&(s=ic(e,o,r,r.undirected,a),e&&s))return s}function fee(e,t,n){if(e!=="mixed"){if(e==="undirected")return Object.keys(n.undirected);if(typeof t=="string")return Object.keys(n[t])}const r=[];return NT(!1,e,t,n,function(a){r.push(a)}),r}function sc(e,t,n){const r=Object.keys(n),a=r.length;let o=0;return{[Symbol.iterator](){return this},next(){let s=null;do{if(o>=a)return e&&e.wrap(n),{done:!0};const l=n[r[o++]],u=l.source,d=l.target;if(s=u===t?d:u,e&&e.has(s.key)){s=null;continue}}while(s===null);return{done:!1,value:{neighbor:s.key,attributes:s.attributes}}}}}function gee(e,t,n){if(e!=="mixed"){if(e==="undirected")return sc(null,n,n.undirected);if(typeof t=="string")return sc(null,n,n[t])}let r=el();const a=new xf;return e!=="undirected"&&(t!=="out"&&(r=za(r,sc(a,n,n.in))),t!=="in"&&(r=za(r,sc(a,n,n.out)))),e!=="directed"&&(r=za(r,sc(a,n,n.undirected))),r}function hee(e,t){const{name:n,type:r,direction:a}=t;e.prototype[n]=function(o){if(r!=="mixed"&&this.type!=="mixed"&&r!==this.type)return[];o=""+o;const s=this._nodes.get(o);if(typeof s>"u")throw new Le(`Graph.${n}: could not find the "${o}" node in the graph.`);return fee(r==="mixed"?this.type:r,a,s)}}function mee(e,t){const{name:n,type:r,direction:a}=t,o="forEach"+n[0].toUpperCase()+n.slice(1,-1);e.prototype[o]=function(d,f){if(r!=="mixed"&&this.type!=="mixed"&&r!==this.type)return;d=""+d;const g=this._nodes.get(d);if(typeof g>"u")throw new Le(`Graph.${o}: could not find the "${d}" node in the graph.`);NT(!1,r==="mixed"?this.type:r,a,g,f)};const s="map"+n[0].toUpperCase()+n.slice(1);e.prototype[s]=function(d,f){const g=[];return this[o](d,(m,b)=>{g.push(f(m,b))}),g};const l="filter"+n[0].toUpperCase()+n.slice(1);e.prototype[l]=function(d,f){const g=[];return this[o](d,(m,b)=>{f(m,b)&&g.push(m)}),g};const u="reduce"+n[0].toUpperCase()+n.slice(1);e.prototype[u]=function(d,f,g){if(arguments.length<3)throw new Fe(`Graph.${u}: missing initial value. You must provide it because the callback takes more than one argument and we cannot infer the initial value from the first iteration, as you could with a simple array.`);let m=g;return this[o](d,(b,y)=>{m=f(m,b,y)}),m}}function bee(e,t){const{name:n,type:r,direction:a}=t,o=n[0].toUpperCase()+n.slice(1,-1),s="find"+o;e.prototype[s]=function(d,f){if(r!=="mixed"&&this.type!=="mixed"&&r!==this.type)return;d=""+d;const g=this._nodes.get(d);if(typeof g>"u")throw new Le(`Graph.${s}: could not find the "${d}" node in the graph.`);return NT(!0,r==="mixed"?this.type:r,a,g,f)};const l="some"+o;e.prototype[l]=function(d,f){return!!this[s](d,f)};const u="every"+o;e.prototype[u]=function(d,f){return!this[s](d,(m,b)=>!f(m,b))}}function yee(e,t){const{name:n,type:r,direction:a}=t,o=n.slice(0,-1)+"Entries";e.prototype[o]=function(s){if(r!=="mixed"&&this.type!=="mixed"&&r!==this.type)return el();s=""+s;const l=this._nodes.get(s);if(typeof l>"u")throw new Le(`Graph.${o}: could not find the "${s}" node in the graph.`);return gee(r==="mixed"?this.type:r,a,l)}}function vee(e){pee.forEach(t=>{hee(e,t),mee(e,t),bee(e,t),yee(e,t)})}function _d(e,t,n,r,a){const o=r._nodes.values(),s=r.type;let l,u,d,f,g,m;for(;l=o.next(),l.done!==!0;){let b=!1;if(u=l.value,s!=="undirected"){f=u.out;for(d in f){g=f[d];do m=g.target,b=!0,a(u.key,m.key,u.attributes,m.attributes,g.key,g.attributes,g.undirected),g=g.next;while(g)}}if(s!=="directed"){f=u.undirected;for(d in f)if(!(t&&u.key>d)){g=f[d];do m=g.target,m.key!==d&&(m=g.source),b=!0,a(u.key,m.key,u.attributes,m.attributes,g.key,g.attributes,g.undirected),g=g.next;while(g)}}n&&!b&&a(u.key,null,u.attributes,null,null,null,null)}}function See(e,t){const n={key:e};return f4(t.attributes)||(n.attributes=nn({},t.attributes)),n}function wee(e,t,n){const r={key:t,source:n.source.key,target:n.target.key};return f4(n.attributes)||(r.attributes=nn({},n.attributes)),e==="mixed"&&n.undirected&&(r.undirected=!0),r}function Eee(e){if(!Sn(e))throw new Fe('Graph.import: invalid serialized node. A serialized node should be a plain object with at least a "key" property.');if(!("key"in e))throw new Fe("Graph.import: serialized node is missing its key.");if("attributes"in e&&(!Sn(e.attributes)||e.attributes===null))throw new Fe("Graph.import: invalid attributes. Attributes should be a plain object, null or omitted.")}function xee(e){if(!Sn(e))throw new Fe('Graph.import: invalid serialized edge. A serialized edge should be a plain object with at least a "source" & "target" property.');if(!("source"in e))throw new Fe("Graph.import: serialized edge is missing its source.");if(!("target"in e))throw new Fe("Graph.import: serialized edge is missing its target.");if("attributes"in e&&(!Sn(e.attributes)||e.attributes===null))throw new Fe("Graph.import: invalid attributes. Attributes should be a plain object, null or omitted.");if("undirected"in e&&typeof e.undirected!="boolean")throw new Fe("Graph.import: invalid undirectedness information. Undirected should be boolean or omitted.")}const kee=AJ(),Tee=new Set(["directed","undirected","mixed"]),bN=new Set(["domain","_events","_eventsCount","_maxListeners"]),Aee=[{name:e=>`${e}Edge`,generateKey:!0},{name:e=>`${e}DirectedEdge`,generateKey:!0,type:"directed"},{name:e=>`${e}UndirectedEdge`,generateKey:!0,type:"undirected"},{name:e=>`${e}EdgeWithKey`},{name:e=>`${e}DirectedEdgeWithKey`,type:"directed"},{name:e=>`${e}UndirectedEdgeWithKey`,type:"undirected"}],Ree={allowSelfLoops:!0,multi:!1,type:"mixed"};function Cee(e,t,n){if(n&&!Sn(n))throw new Fe(`Graph.addNode: invalid attributes. Expecting an object but got "${n}"`);if(t=""+t,n=n||{},e._nodes.has(t))throw new Ze(`Graph.addNode: the "${t}" node already exist in the graph.`);const r=new e.NodeDataClass(t,n);return e._nodes.set(t,r),e.emit("nodeAdded",{key:t,attributes:n}),r}function yN(e,t,n){const r=new e.NodeDataClass(t,n);return e._nodes.set(t,r),e.emit("nodeAdded",{key:t,attributes:n}),r}function w4(e,t,n,r,a,o,s,l){if(!r&&e.type==="undirected")throw new Ze(`Graph.${t}: you cannot add a directed edge to an undirected graph. Use the #.addEdge or #.addUndirectedEdge instead.`);if(r&&e.type==="directed")throw new Ze(`Graph.${t}: you cannot add an undirected edge to a directed graph. Use the #.addEdge or #.addDirectedEdge instead.`);if(l&&!Sn(l))throw new Fe(`Graph.${t}: invalid attributes. Expecting an object but got "${l}"`);if(o=""+o,s=""+s,l=l||{},!e.allowSelfLoops&&o===s)throw new Ze(`Graph.${t}: source & target are the same ("${o}"), thus creating a loop explicitly forbidden by this graph 'allowSelfLoops' option set to false.`);const u=e._nodes.get(o),d=e._nodes.get(s);if(!u)throw new Le(`Graph.${t}: source node "${o}" not found.`);if(!d)throw new Le(`Graph.${t}: target node "${s}" not found.`);const f={key:null,undirected:r,source:o,target:s,attributes:l};if(n)a=e._edgeKeyGenerator();else if(a=""+a,e._edges.has(a))throw new Ze(`Graph.${t}: the "${a}" edge already exists in the graph.`);if(!e.multi&&(r?typeof u.undirected[s]<"u":typeof u.out[s]<"u"))throw new Ze(`Graph.${t}: an edge linking "${o}" to "${s}" already exists. If you really want to add multiple edges linking those nodes, you should create a multi graph by using the 'multi' option.`);const g=new tl(r,a,u,d,l);e._edges.set(a,g);const m=o===s;return r?(u.undirectedDegree++,d.undirectedDegree++,m&&(u.undirectedLoops++,e._undirectedSelfLoopCount++)):(u.outDegree++,d.inDegree++,m&&(u.directedLoops++,e._directedSelfLoopCount++)),e.multi?g.attachMulti():g.attach(),r?e._undirectedSize++:e._directedSize++,f.key=a,e.emit("edgeAdded",f),a}function _ee(e,t,n,r,a,o,s,l,u){if(!r&&e.type==="undirected")throw new Ze(`Graph.${t}: you cannot merge/update a directed edge to an undirected graph. Use the #.mergeEdge/#.updateEdge or #.addUndirectedEdge instead.`);if(r&&e.type==="directed")throw new Ze(`Graph.${t}: you cannot merge/update an undirected edge to a directed graph. Use the #.mergeEdge/#.updateEdge or #.addDirectedEdge instead.`);if(l){if(u){if(typeof l!="function")throw new Fe(`Graph.${t}: invalid updater function. Expecting a function but got "${l}"`)}else if(!Sn(l))throw new Fe(`Graph.${t}: invalid attributes. Expecting an object but got "${l}"`)}o=""+o,s=""+s;let d;if(u&&(d=l,l=void 0),!e.allowSelfLoops&&o===s)throw new Ze(`Graph.${t}: source & target are the same ("${o}"), thus creating a loop explicitly forbidden by this graph 'allowSelfLoops' option set to false.`);let f=e._nodes.get(o),g=e._nodes.get(s),m,b;if(!n&&(m=e._edges.get(a),m)){if((m.source.key!==o||m.target.key!==s)&&(!r||m.source.key!==s||m.target.key!==o))throw new Ze(`Graph.${t}: inconsistency detected when attempting to merge the "${a}" edge with "${o}" source & "${s}" target vs. ("${m.source.key}", "${m.target.key}").`);b=m}if(!b&&!e.multi&&f&&(b=r?f.undirected[s]:f.out[s]),b){const k=[b.key,!1,!1,!1];if(u?!d:!l)return k;if(u){const R=b.attributes;b.attributes=d(R),e.emit("edgeAttributesUpdated",{type:"replace",key:b.key,attributes:b.attributes})}else nn(b.attributes,l),e.emit("edgeAttributesUpdated",{type:"merge",key:b.key,attributes:b.attributes,data:l});return k}l=l||{},u&&d&&(l=d(l));const y={key:null,undirected:r,source:o,target:s,attributes:l};if(n)a=e._edgeKeyGenerator();else if(a=""+a,e._edges.has(a))throw new Ze(`Graph.${t}: the "${a}" edge already exists in the graph.`);let v=!1,x=!1;f||(f=yN(e,o,{}),v=!0,o===s&&(g=f,x=!0)),g||(g=yN(e,s,{}),x=!0),m=new tl(r,a,f,g,l),e._edges.set(a,m);const T=o===s;return r?(f.undirectedDegree++,g.undirectedDegree++,T&&(f.undirectedLoops++,e._undirectedSelfLoopCount++)):(f.outDegree++,g.inDegree++,T&&(f.directedLoops++,e._directedSelfLoopCount++)),e.multi?m.attachMulti():m.attach(),r?e._undirectedSize++:e._directedSize++,y.key=a,e.emit("edgeAdded",y),[a,!0,v,x]}function gs(e,t){e._edges.delete(t.key);const{source:n,target:r,attributes:a}=t,o=t.undirected,s=n===r;o?(n.undirectedDegree--,r.undirectedDegree--,s&&(n.undirectedLoops--,e._undirectedSelfLoopCount--)):(n.outDegree--,r.inDegree--,s&&(n.directedLoops--,e._directedSelfLoopCount--)),e.multi?t.detachMulti():t.detach(),o?e._undirectedSize--:e._directedSize--,e.emit("edgeDropped",{key:t.key,attributes:a,source:n.key,target:r.key,undirected:o})}class Nt extends p4.EventEmitter{constructor(t){if(super(),t=nn({},Ree,t),typeof t.multi!="boolean")throw new Fe(`Graph.constructor: invalid 'multi' option. Expecting a boolean but got "${t.multi}".`);if(!Tee.has(t.type))throw new Fe(`Graph.constructor: invalid 'type' option. Should be one of "mixed", "directed" or "undirected" but got "${t.type}".`);if(typeof t.allowSelfLoops!="boolean")throw new Fe(`Graph.constructor: invalid 'allowSelfLoops' option. Expecting a boolean but got "${t.allowSelfLoops}".`);const n=t.type==="mixed"?g4:t.type==="directed"?h4:m4;Sr(this,"NodeDataClass",n);const r="geid_"+kee()+"_";let a=0;const o=()=>{let s;do s=r+a++;while(this._edges.has(s));return s};Sr(this,"_attributes",{}),Sr(this,"_nodes",new Map),Sr(this,"_edges",new Map),Sr(this,"_directedSize",0),Sr(this,"_undirectedSize",0),Sr(this,"_directedSelfLoopCount",0),Sr(this,"_undirectedSelfLoopCount",0),Sr(this,"_edgeKeyGenerator",o),Sr(this,"_options",t),bN.forEach(s=>Sr(this,s,this[s])),Mr(this,"order",()=>this._nodes.size),Mr(this,"size",()=>this._edges.size),Mr(this,"directedSize",()=>this._directedSize),Mr(this,"undirectedSize",()=>this._undirectedSize),Mr(this,"selfLoopCount",()=>this._directedSelfLoopCount+this._undirectedSelfLoopCount),Mr(this,"directedSelfLoopCount",()=>this._directedSelfLoopCount),Mr(this,"undirectedSelfLoopCount",()=>this._undirectedSelfLoopCount),Mr(this,"multi",this._options.multi),Mr(this,"type",this._options.type),Mr(this,"allowSelfLoops",this._options.allowSelfLoops),Mr(this,"implementation",()=>"graphology")}_resetInstanceCounters(){this._directedSize=0,this._undirectedSize=0,this._directedSelfLoopCount=0,this._undirectedSelfLoopCount=0}hasNode(t){return this._nodes.has(""+t)}hasDirectedEdge(t,n){if(this.type==="undirected")return!1;if(arguments.length===1){const r=""+t,a=this._edges.get(r);return!!a&&!a.undirected}else if(arguments.length===2){t=""+t,n=""+n;const r=this._nodes.get(t);return r?r.out.hasOwnProperty(n):!1}throw new Fe(`Graph.hasDirectedEdge: invalid arity (${arguments.length}, instead of 1 or 2). You can either ask for an edge id or for the existence of an edge between a source & a target.`)}hasUndirectedEdge(t,n){if(this.type==="directed")return!1;if(arguments.length===1){const r=""+t,a=this._edges.get(r);return!!a&&a.undirected}else if(arguments.length===2){t=""+t,n=""+n;const r=this._nodes.get(t);return r?r.undirected.hasOwnProperty(n):!1}throw new Fe(`Graph.hasDirectedEdge: invalid arity (${arguments.length}, instead of 1 or 2). You can either ask for an edge id or for the existence of an edge between a source & a target.`)}hasEdge(t,n){if(arguments.length===1){const r=""+t;return this._edges.has(r)}else if(arguments.length===2){t=""+t,n=""+n;const r=this._nodes.get(t);return r?typeof r.out<"u"&&r.out.hasOwnProperty(n)||typeof r.undirected<"u"&&r.undirected.hasOwnProperty(n):!1}throw new Fe(`Graph.hasEdge: invalid arity (${arguments.length}, instead of 1 or 2). You can either ask for an edge id or for the existence of an edge between a source & a target.`)}directedEdge(t,n){if(this.type==="undirected")return;if(t=""+t,n=""+n,this.multi)throw new Ze("Graph.directedEdge: this method is irrelevant with multigraphs since there might be multiple edges between source & target. See #.directedEdges instead.");const r=this._nodes.get(t);if(!r)throw new Le(`Graph.directedEdge: could not find the "${t}" source node in the graph.`);if(!this._nodes.has(n))throw new Le(`Graph.directedEdge: could not find the "${n}" target node in the graph.`);const a=r.out&&r.out[n]||void 0;if(a)return a.key}undirectedEdge(t,n){if(this.type==="directed")return;if(t=""+t,n=""+n,this.multi)throw new Ze("Graph.undirectedEdge: this method is irrelevant with multigraphs since there might be multiple edges between source & target. See #.undirectedEdges instead.");const r=this._nodes.get(t);if(!r)throw new Le(`Graph.undirectedEdge: could not find the "${t}" source node in the graph.`);if(!this._nodes.has(n))throw new Le(`Graph.undirectedEdge: could not find the "${n}" target node in the graph.`);const a=r.undirected&&r.undirected[n]||void 0;if(a)return a.key}edge(t,n){if(this.multi)throw new Ze("Graph.edge: this method is irrelevant with multigraphs since there might be multiple edges between source & target. See #.edges instead.");t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.edge: could not find the "${t}" source node in the graph.`);if(!this._nodes.has(n))throw new Le(`Graph.edge: could not find the "${n}" target node in the graph.`);const a=r.out&&r.out[n]||r.undirected&&r.undirected[n]||void 0;if(a)return a.key}areDirectedNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areDirectedNeighbors: could not find the "${t}" node in the graph.`);return this.type==="undirected"?!1:n in r.in||n in r.out}areOutNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areOutNeighbors: could not find the "${t}" node in the graph.`);return this.type==="undirected"?!1:n in r.out}areInNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areInNeighbors: could not find the "${t}" node in the graph.`);return this.type==="undirected"?!1:n in r.in}areUndirectedNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areUndirectedNeighbors: could not find the "${t}" node in the graph.`);return this.type==="directed"?!1:n in r.undirected}areNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areNeighbors: could not find the "${t}" node in the graph.`);return this.type!=="undirected"&&(n in r.in||n in r.out)||this.type!=="directed"&&n in r.undirected}areInboundNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areInboundNeighbors: could not find the "${t}" node in the graph.`);return this.type!=="undirected"&&n in r.in||this.type!=="directed"&&n in r.undirected}areOutboundNeighbors(t,n){t=""+t,n=""+n;const r=this._nodes.get(t);if(!r)throw new Le(`Graph.areOutboundNeighbors: could not find the "${t}" node in the graph.`);return this.type!=="undirected"&&n in r.out||this.type!=="directed"&&n in r.undirected}inDegree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.inDegree: could not find the "${t}" node in the graph.`);return this.type==="undirected"?0:n.inDegree}outDegree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.outDegree: could not find the "${t}" node in the graph.`);return this.type==="undirected"?0:n.outDegree}directedDegree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.directedDegree: could not find the "${t}" node in the graph.`);return this.type==="undirected"?0:n.inDegree+n.outDegree}undirectedDegree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.undirectedDegree: could not find the "${t}" node in the graph.`);return this.type==="directed"?0:n.undirectedDegree}inboundDegree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.inboundDegree: could not find the "${t}" node in the graph.`);let r=0;return this.type!=="directed"&&(r+=n.undirectedDegree),this.type!=="undirected"&&(r+=n.inDegree),r}outboundDegree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.outboundDegree: could not find the "${t}" node in the graph.`);let r=0;return this.type!=="directed"&&(r+=n.undirectedDegree),this.type!=="undirected"&&(r+=n.outDegree),r}degree(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.degree: could not find the "${t}" node in the graph.`);let r=0;return this.type!=="directed"&&(r+=n.undirectedDegree),this.type!=="undirected"&&(r+=n.inDegree+n.outDegree),r}inDegreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.inDegreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);return this.type==="undirected"?0:n.inDegree-n.directedLoops}outDegreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.outDegreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);return this.type==="undirected"?0:n.outDegree-n.directedLoops}directedDegreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.directedDegreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);return this.type==="undirected"?0:n.inDegree+n.outDegree-n.directedLoops*2}undirectedDegreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.undirectedDegreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);return this.type==="directed"?0:n.undirectedDegree-n.undirectedLoops*2}inboundDegreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.inboundDegreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);let r=0,a=0;return this.type!=="directed"&&(r+=n.undirectedDegree,a+=n.undirectedLoops*2),this.type!=="undirected"&&(r+=n.inDegree,a+=n.directedLoops),r-a}outboundDegreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.outboundDegreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);let r=0,a=0;return this.type!=="directed"&&(r+=n.undirectedDegree,a+=n.undirectedLoops*2),this.type!=="undirected"&&(r+=n.outDegree,a+=n.directedLoops),r-a}degreeWithoutSelfLoops(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.degreeWithoutSelfLoops: could not find the "${t}" node in the graph.`);let r=0,a=0;return this.type!=="directed"&&(r+=n.undirectedDegree,a+=n.undirectedLoops*2),this.type!=="undirected"&&(r+=n.inDegree+n.outDegree,a+=n.directedLoops*2),r-a}source(t){t=""+t;const n=this._edges.get(t);if(!n)throw new Le(`Graph.source: could not find the "${t}" edge in the graph.`);return n.source.key}target(t){t=""+t;const n=this._edges.get(t);if(!n)throw new Le(`Graph.target: could not find the "${t}" edge in the graph.`);return n.target.key}extremities(t){t=""+t;const n=this._edges.get(t);if(!n)throw new Le(`Graph.extremities: could not find the "${t}" edge in the graph.`);return[n.source.key,n.target.key]}opposite(t,n){t=""+t,n=""+n;const r=this._edges.get(n);if(!r)throw new Le(`Graph.opposite: could not find the "${n}" edge in the graph.`);const a=r.source.key,o=r.target.key;if(t===a)return o;if(t===o)return a;throw new Le(`Graph.opposite: the "${t}" node is not attached to the "${n}" edge (${a}, ${o}).`)}hasExtremity(t,n){t=""+t,n=""+n;const r=this._edges.get(t);if(!r)throw new Le(`Graph.hasExtremity: could not find the "${t}" edge in the graph.`);return r.source.key===n||r.target.key===n}isUndirected(t){t=""+t;const n=this._edges.get(t);if(!n)throw new Le(`Graph.isUndirected: could not find the "${t}" edge in the graph.`);return n.undirected}isDirected(t){t=""+t;const n=this._edges.get(t);if(!n)throw new Le(`Graph.isDirected: could not find the "${t}" edge in the graph.`);return!n.undirected}isSelfLoop(t){t=""+t;const n=this._edges.get(t);if(!n)throw new Le(`Graph.isSelfLoop: could not find the "${t}" edge in the graph.`);return n.source===n.target}addNode(t,n){return Cee(this,t,n).key}mergeNode(t,n){if(n&&!Sn(n))throw new Fe(`Graph.mergeNode: invalid attributes. Expecting an object but got "${n}"`);t=""+t,n=n||{};let r=this._nodes.get(t);return r?(n&&(nn(r.attributes,n),this.emit("nodeAttributesUpdated",{type:"merge",key:t,attributes:r.attributes,data:n})),[t,!1]):(r=new this.NodeDataClass(t,n),this._nodes.set(t,r),this.emit("nodeAdded",{key:t,attributes:n}),[t,!0])}updateNode(t,n){if(n&&typeof n!="function")throw new Fe(`Graph.updateNode: invalid updater function. Expecting a function but got "${n}"`);t=""+t;let r=this._nodes.get(t);if(r){if(n){const o=r.attributes;r.attributes=n(o),this.emit("nodeAttributesUpdated",{type:"replace",key:t,attributes:r.attributes})}return[t,!1]}const a=n?n({}):{};return r=new this.NodeDataClass(t,a),this._nodes.set(t,r),this.emit("nodeAdded",{key:t,attributes:a}),[t,!0]}dropNode(t){t=""+t;const n=this._nodes.get(t);if(!n)throw new Le(`Graph.dropNode: could not find the "${t}" node in the graph.`);let r;if(this.type!=="undirected"){for(const a in n.out){r=n.out[a];do gs(this,r),r=r.next;while(r)}for(const a in n.in){r=n.in[a];do gs(this,r),r=r.next;while(r)}}if(this.type!=="directed")for(const a in n.undirected){r=n.undirected[a];do gs(this,r),r=r.next;while(r)}this._nodes.delete(t),this.emit("nodeDropped",{key:t,attributes:n.attributes})}dropEdge(t){let n;if(arguments.length>1){const r=""+arguments[0],a=""+arguments[1];if(n=kr(this,r,a,this.type),!n)throw new Le(`Graph.dropEdge: could not find the "${r}" -> "${a}" edge in the graph.`)}else if(t=""+t,n=this._edges.get(t),!n)throw new Le(`Graph.dropEdge: could not find the "${t}" edge in the graph.`);return gs(this,n),this}dropDirectedEdge(t,n){if(arguments.length<2)throw new Ze("Graph.dropDirectedEdge: it does not make sense to try and drop a directed edge by key. What if the edge with this key is undirected? Use #.dropEdge for this purpose instead.");if(this.multi)throw new Ze("Graph.dropDirectedEdge: cannot use a {source,target} combo when dropping an edge in a MultiGraph since we cannot infer the one you want to delete as there could be multiple ones.");t=""+t,n=""+n;const r=kr(this,t,n,"directed");if(!r)throw new Le(`Graph.dropDirectedEdge: could not find a "${t}" -> "${n}" edge in the graph.`);return gs(this,r),this}dropUndirectedEdge(t,n){if(arguments.length<2)throw new Ze("Graph.dropUndirectedEdge: it does not make sense to drop a directed edge by key. What if the edge with this key is undirected? Use #.dropEdge for this purpose instead.");if(this.multi)throw new Ze("Graph.dropUndirectedEdge: cannot use a {source,target} combo when dropping an edge in a MultiGraph since we cannot infer the one you want to delete as there could be multiple ones.");const r=kr(this,t,n,"undirected");if(!r)throw new Le(`Graph.dropUndirectedEdge: could not find a "${t}" -> "${n}" edge in the graph.`);return gs(this,r),this}clear(){this._edges.clear(),this._nodes.clear(),this._resetInstanceCounters(),this.emit("cleared")}clearEdges(){const t=this._nodes.values();let n;for(;n=t.next(),n.done!==!0;)n.value.clear();this._edges.clear(),this._resetInstanceCounters(),this.emit("edgesCleared")}getAttribute(t){return this._attributes[t]}getAttributes(){return this._attributes}hasAttribute(t){return this._attributes.hasOwnProperty(t)}setAttribute(t,n){return this._attributes[t]=n,this.emit("attributesUpdated",{type:"set",attributes:this._attributes,name:t}),this}updateAttribute(t,n){if(typeof n!="function")throw new Fe("Graph.updateAttribute: updater should be a function.");const r=this._attributes[t];return this._attributes[t]=n(r),this.emit("attributesUpdated",{type:"set",attributes:this._attributes,name:t}),this}removeAttribute(t){return delete this._attributes[t],this.emit("attributesUpdated",{type:"remove",attributes:this._attributes,name:t}),this}replaceAttributes(t){if(!Sn(t))throw new Fe("Graph.replaceAttributes: provided attributes are not a plain object.");return this._attributes=t,this.emit("attributesUpdated",{type:"replace",attributes:this._attributes}),this}mergeAttributes(t){if(!Sn(t))throw new Fe("Graph.mergeAttributes: provided attributes are not a plain object.");return nn(this._attributes,t),this.emit("attributesUpdated",{type:"merge",attributes:this._attributes,data:t}),this}updateAttributes(t){if(typeof t!="function")throw new Fe("Graph.updateAttributes: provided updater is not a function.");return this._attributes=t(this._attributes),this.emit("attributesUpdated",{type:"update",attributes:this._attributes}),this}updateEachNodeAttributes(t,n){if(typeof t!="function")throw new Fe("Graph.updateEachNodeAttributes: expecting an updater function.");if(n&&!mN(n))throw new Fe("Graph.updateEachNodeAttributes: invalid hints. Expecting an object having the following shape: {attributes?: [string]}");const r=this._nodes.values();let a,o;for(;a=r.next(),a.done!==!0;)o=a.value,o.attributes=t(o.key,o.attributes);this.emit("eachNodeAttributesUpdated",{hints:n||null})}updateEachEdgeAttributes(t,n){if(typeof t!="function")throw new Fe("Graph.updateEachEdgeAttributes: expecting an updater function.");if(n&&!mN(n))throw new Fe("Graph.updateEachEdgeAttributes: invalid hints. Expecting an object having the following shape: {attributes?: [string]}");const r=this._edges.values();let a,o,s,l;for(;a=r.next(),a.done!==!0;)o=a.value,s=o.source,l=o.target,o.attributes=t(o.key,o.attributes,s.key,l.key,s.attributes,l.attributes,o.undirected);this.emit("eachEdgeAttributesUpdated",{hints:n||null})}forEachAdjacencyEntry(t){if(typeof t!="function")throw new Fe("Graph.forEachAdjacencyEntry: expecting a callback.");_d(!1,!1,!1,this,t)}forEachAdjacencyEntryWithOrphans(t){if(typeof t!="function")throw new Fe("Graph.forEachAdjacencyEntryWithOrphans: expecting a callback.");_d(!1,!1,!0,this,t)}forEachAssymetricAdjacencyEntry(t){if(typeof t!="function")throw new Fe("Graph.forEachAssymetricAdjacencyEntry: expecting a callback.");_d(!1,!0,!1,this,t)}forEachAssymetricAdjacencyEntryWithOrphans(t){if(typeof t!="function")throw new Fe("Graph.forEachAssymetricAdjacencyEntryWithOrphans: expecting a callback.");_d(!1,!0,!0,this,t)}nodes(){return Array.from(this._nodes.keys())}forEachNode(t){if(typeof t!="function")throw new Fe("Graph.forEachNode: expecting a callback.");const n=this._nodes.values();let r,a;for(;r=n.next(),r.done!==!0;)a=r.value,t(a.key,a.attributes)}findNode(t){if(typeof t!="function")throw new Fe("Graph.findNode: expecting a callback.");const n=this._nodes.values();let r,a;for(;r=n.next(),r.done!==!0;)if(a=r.value,t(a.key,a.attributes))return a.key}mapNodes(t){if(typeof t!="function")throw new Fe("Graph.mapNode: expecting a callback.");const n=this._nodes.values();let r,a;const o=new Array(this.order);let s=0;for(;r=n.next(),r.done!==!0;)a=r.value,o[s++]=t(a.key,a.attributes);return o}someNode(t){if(typeof t!="function")throw new Fe("Graph.someNode: expecting a callback.");const n=this._nodes.values();let r,a;for(;r=n.next(),r.done!==!0;)if(a=r.value,t(a.key,a.attributes))return!0;return!1}everyNode(t){if(typeof t!="function")throw new Fe("Graph.everyNode: expecting a callback.");const n=this._nodes.values();let r,a;for(;r=n.next(),r.done!==!0;)if(a=r.value,!t(a.key,a.attributes))return!1;return!0}filterNodes(t){if(typeof t!="function")throw new Fe("Graph.filterNodes: expecting a callback.");const n=this._nodes.values();let r,a;const o=[];for(;r=n.next(),r.done!==!0;)a=r.value,t(a.key,a.attributes)&&o.push(a.key);return o}reduceNodes(t,n){if(typeof t!="function")throw new Fe("Graph.reduceNodes: expecting a callback.");if(arguments.length<2)throw new Fe("Graph.reduceNodes: missing initial value. You must provide it because the callback takes more than one argument and we cannot infer the initial value from the first iteration, as you could with a simple array.");let r=n;const a=this._nodes.values();let o,s;for(;o=a.next(),o.done!==!0;)s=o.value,r=t(r,s.key,s.attributes);return r}nodeEntries(){const t=this._nodes.values();return{[Symbol.iterator](){return this},next(){const n=t.next();if(n.done)return n;const r=n.value;return{value:{node:r.key,attributes:r.attributes},done:!1}}}}export(){const t=new Array(this._nodes.size);let n=0;this._nodes.forEach((a,o)=>{t[n++]=See(o,a)});const r=new Array(this._edges.size);return n=0,this._edges.forEach((a,o)=>{r[n++]=wee(this.type,o,a)}),{options:{type:this.type,multi:this.multi,allowSelfLoops:this.allowSelfLoops},attributes:this.getAttributes(),nodes:t,edges:r}}import(t,n=!1){if(t instanceof Nt)return t.forEachNode((u,d)=>{n?this.mergeNode(u,d):this.addNode(u,d)}),t.forEachEdge((u,d,f,g,m,b,y)=>{n?y?this.mergeUndirectedEdgeWithKey(u,f,g,d):this.mergeDirectedEdgeWithKey(u,f,g,d):y?this.addUndirectedEdgeWithKey(u,f,g,d):this.addDirectedEdgeWithKey(u,f,g,d)}),this;if(!Sn(t))throw new Fe("Graph.import: invalid argument. Expecting a serialized graph or, alternatively, a Graph instance.");if(t.attributes){if(!Sn(t.attributes))throw new Fe("Graph.import: invalid attributes. Expecting a plain object.");n?this.mergeAttributes(t.attributes):this.replaceAttributes(t.attributes)}let r,a,o,s,l;if(t.nodes){if(o=t.nodes,!Array.isArray(o))throw new Fe("Graph.import: invalid nodes. Expecting an array.");for(r=0,a=o.length;r<a;r++){s=o[r],Eee(s);const{key:u,attributes:d}=s;n?this.mergeNode(u,d):this.addNode(u,d)}}if(t.edges){let u=!1;if(this.type==="undirected"&&(u=!0),o=t.edges,!Array.isArray(o))throw new Fe("Graph.import: invalid edges. Expecting an array.");for(r=0,a=o.length;r<a;r++){l=o[r],xee(l);const{source:d,target:f,attributes:g,undirected:m=u}=l;let b;"key"in l?(b=n?m?this.mergeUndirectedEdgeWithKey:this.mergeDirectedEdgeWithKey:m?this.addUndirectedEdgeWithKey:this.addDirectedEdgeWithKey,b.call(this,l.key,d,f,g)):(b=n?m?this.mergeUndirectedEdge:this.mergeDirectedEdge:m?this.addUndirectedEdge:this.addDirectedEdge,b.call(this,d,f,g))}}return this}nullCopy(t){const n=new Nt(nn({},this._options,t));return n.replaceAttributes(nn({},this.getAttributes())),n}emptyCopy(t){const n=this.nullCopy(t);return this._nodes.forEach((r,a)=>{const o=nn({},r.attributes);r=new n.NodeDataClass(a,o),n._nodes.set(a,r)}),n}copy(t){if(t=t||{},typeof t.type=="string"&&t.type!==this.type&&t.type!=="mixed")throw new Ze(`Graph.copy: cannot create an incompatible copy from "${this.type}" type to "${t.type}" because this would mean losing information about the current graph.`);if(typeof t.multi=="boolean"&&t.multi!==this.multi&&t.multi!==!0)throw new Ze("Graph.copy: cannot create an incompatible copy by downgrading a multi graph to a simple one because this would mean losing information about the current graph.");if(typeof t.allowSelfLoops=="boolean"&&t.allowSelfLoops!==this.allowSelfLoops&&t.allowSelfLoops!==!0)throw new Ze("Graph.copy: cannot create an incompatible copy from a graph allowing self loops to one that does not because this would mean losing information about the current graph.");const n=this.emptyCopy(t),r=this._edges.values();let a,o;for(;a=r.next(),a.done!==!0;)o=a.value,w4(n,"copy",!1,o.undirected,o.key,o.source.key,o.target.key,nn({},o.attributes));return n}toJSON(){return this.export()}toString(){return"[object Graph]"}inspect(){const t={};this._nodes.forEach((o,s)=>{t[s]=o.attributes});const n={},r={};this._edges.forEach((o,s)=>{const l=o.undirected?"--":"->";let u="",d=o.source.key,f=o.target.key,g;o.undirected&&d>f&&(g=d,d=f,f=g);const m=`(${d})${l}(${f})`;s.startsWith("geid_")?this.multi&&(typeof r[m]>"u"?r[m]=0:r[m]++,u+=`${r[m]}. `):u+=`[${s}]: `,u+=m,n[u]=o.attributes});const a={};for(const o in this)this.hasOwnProperty(o)&&!bN.has(o)&&typeof this[o]!="function"&&typeof o!="symbol"&&(a[o]=this[o]);return a.attributes=this._attributes,a.nodes=t,a.edges=n,Sr(a,"constructor",this.constructor),a}}typeof Symbol<"u"&&(Nt.prototype[Symbol.for("nodejs.util.inspect.custom")]=Nt.prototype.inspect);Aee.forEach(e=>{["add","merge","update"].forEach(t=>{const n=e.name(t),r=t==="add"?w4:_ee;e.generateKey?Nt.prototype[n]=function(a,o,s){return r(this,n,!0,(e.type||this.type)==="undirected",null,a,o,s,t==="update")}:Nt.prototype[n]=function(a,o,s,l){return r(this,n,!1,(e.type||this.type)==="undirected",a,o,s,l,t==="update")}})});zJ(Nt);KJ(Nt);dee(Nt);vee(Nt);class E4 extends Nt{constructor(t){const n=nn({type:"directed"},t);if("multi"in n&&n.multi!==!1)throw new Fe("DirectedGraph.from: inconsistent indication that the graph should be multi in given options!");if(n.type!=="directed")throw new Fe('DirectedGraph.from: inconsistent "'+n.type+'" type in given options!');super(n)}}class Nc extends Nt{constructor(t){const n=nn({type:"undirected"},t);if("multi"in n&&n.multi!==!1)throw new Fe("UndirectedGraph.from: inconsistent indication that the graph should be multi in given options!");if(n.type!=="undirected")throw new Fe('UndirectedGraph.from: inconsistent "'+n.type+'" type in given options!');super(n)}}class x4 extends Nt{constructor(t){const n=nn({multi:!0},t);if("multi"in n&&n.multi!==!0)throw new Fe("MultiGraph.from: inconsistent indication that the graph should be simple in given options!");super(n)}}class k4 extends Nt{constructor(t){const n=nn({type:"directed",multi:!0},t);if("multi"in n&&n.multi!==!0)throw new Fe("MultiDirectedGraph.from: inconsistent indication that the graph should be simple in given options!");if(n.type!=="directed")throw new Fe('MultiDirectedGraph.from: inconsistent "'+n.type+'" type in given options!');super(n)}}class T4 extends Nt{constructor(t){const n=nn({type:"undirected",multi:!0},t);if("multi"in n&&n.multi!==!0)throw new Fe("MultiUndirectedGraph.from: inconsistent indication that the graph should be simple in given options!");if(n.type!=="undirected")throw new Fe('MultiUndirectedGraph.from: inconsistent "'+n.type+'" type in given options!');super(n)}}function nl(e){e.from=function(t,n){const r=nn({},t.options,n),a=new e(r);return a.import(t),a}}nl(Nt);nl(E4);nl(Nc);nl(x4);nl(k4);nl(T4);Nt.Graph=Nt;Nt.DirectedGraph=E4;Nt.UndirectedGraph=Nc;Nt.MultiGraph=x4;Nt.MultiDirectedGraph=k4;Nt.MultiUndirectedGraph=T4;Nt.InvalidArgumentsGraphError=Fe;Nt.NotFoundGraphError=Le;Nt.UsageGraphError=Ze;function Nee(e,t){if(typeof e!="object"||!e)return e;var n=e[Symbol.toPrimitive];if(n!==void 0){var r=n.call(e,t);if(typeof r!="object")return r;throw new TypeError("@@toPrimitive must return a primitive value.")}return String(e)}function vc(e){var t=Nee(e,"string");return typeof t=="symbol"?t:t+""}function pn(e,t){if(!(e instanceof t))throw new TypeError("Cannot call a class as a function")}function vN(e,t){for(var n=0;n<t.length;n++){var r=t[n];r.enumerable=r.enumerable||!1,r.configurable=!0,"value"in r&&(r.writable=!0),Object.defineProperty(e,vc(r.key),r)}}function fn(e,t,n){return t&&vN(e.prototype,t),n&&vN(e,n),Object.defineProperty(e,"prototype",{writable:!1}),e}function Ps(e){return Ps=Object.setPrototypeOf?Object.getPrototypeOf.bind():function(t){return t.__proto__||Object.getPrototypeOf(t)},Ps(e)}function A4(){try{var e=!Boolean.prototype.valueOf.call(Reflect.construct(Boolean,[],function(){}))}catch{}return(A4=function(){return!!e})()}function Oee(e){if(e===void 0)throw new ReferenceError("this hasn't been initialised - super() hasn't been called");return e}function Iee(e,t){if(t&&(typeof t=="object"||typeof t=="function"))return t;if(t!==void 0)throw new TypeError("Derived constructors may only return object or undefined");return Oee(e)}function $n(e,t,n){return t=Ps(t),Iee(e,A4()?Reflect.construct(t,n||[],Ps(e).constructor):t.apply(e,n))}function q0(e,t){return q0=Object.setPrototypeOf?Object.setPrototypeOf.bind():function(n,r){return n.__proto__=r,n},q0(e,t)}function qn(e,t){if(typeof t!="function"&&t!==null)throw new TypeError("Super expression must either be null or a function");e.prototype=Object.create(t&&t.prototype,{constructor:{value:e,writable:!0,configurable:!0}}),Object.defineProperty(e,"prototype",{writable:!1}),t&&q0(e,t)}function Dee(e){if(Array.isArray(e))return e}function Lee(e,t){var n=e==null?null:typeof Symbol<"u"&&e[Symbol.iterator]||e["@@iterator"];if(n!=null){var r,a,o,s,l=[],u=!0,d=!1;try{if(o=(n=n.call(e)).next,t===0){if(Object(n)!==n)return;u=!1}else for(;!(u=(r=o.call(n)).done)&&(l.push(r.value),l.length!==t);u=!0);}catch(f){d=!0,a=f}finally{try{if(!u&&n.return!=null&&(s=n.return(),Object(s)!==s))return}finally{if(d)throw a}}return l}}function V0(e,t){(t==null||t>e.length)&&(t=e.length);for(var n=0,r=Array(t);n<t;n++)r[n]=e[n];return r}function R4(e,t){if(e){if(typeof e=="string")return V0(e,t);var n={}.toString.call(e).slice(8,-1);return n==="Object"&&e.constructor&&(n=e.constructor.name),n==="Map"||n==="Set"?Array.from(e):n==="Arguments"||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(n)?V0(e,t):void 0}}function Mee(){throw new TypeError(`Invalid attempt to destructure non-iterable instance.
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n=np[0],r=n&255,a=n>>8&255,o=n>>16&255,s=n>>24&255;return[r,a,o,s]}var wm={};function O4(e){if(typeof wm[e]<"u")return wm[e];var t=(e&16711680)>>>16,n=(e&65280)>>>8,r=e&255,a=255,o=N4(t,n,r,a);return wm[e]=o,o}function SN(e,t,n,r){return n+(t<<8)+(e<<16)}function wN(e,t,n,r,a,o){var s=Math.floor(n/o*a),l=Math.floor(e.drawingBufferHeight/o-r/o*a),u=new Uint8Array(4);e.bindFramebuffer(e.FRAMEBUFFER,t),e.readPixels(s,l,1,1,e.RGBA,e.UNSIGNED_BYTE,u);var d=Fs(u,4),f=d[0],g=d[1],m=d[2],b=d[3];return[f,g,m,b]}function _e(e,t,n){return(t=vc(t))in e?Object.defineProperty(e,t,{value:n,enumerable:!0,configurable:!0,writable:!0}):e[t]=n,e}function EN(e,t){var n=Object.keys(e);if(Object.getOwnPropertySymbols){var r=Object.getOwnPropertySymbols(e);t&&(r=r.filter(function(a){return Object.getOwnPropertyDescriptor(e,a).enumerable})),n.push.apply(n,r)}return n}function Ue(e){for(var t=1;t<arguments.length;t++){var n=arguments[t]!=null?arguments[t]:{};t%2?EN(Object(n),!0).forEach(function(r){_e(e,r,n[r])}):Object.getOwnPropertyDescriptors?Object.defineProperties(e,Object.getOwnPropertyDescriptors(n)):EN(Object(n)).forEach(function(r){Object.defineProperty(e,r,Object.getOwnPropertyDescriptor(n,r))})}return e}function jee(e,t){for(;!{}.hasOwnProperty.call(e,t)&&(e=Ps(e))!==null;);return e}function W0(){return W0=typeof Reflect<"u"&&Reflect.get?Reflect.get.bind():function(e,t,n){var r=jee(e,t);if(r){var a=Object.getOwnPropertyDescriptor(r,t);return a.get?a.get.call(arguments.length<3?e:n):a.value}},W0.apply(null,arguments)}function I4(e,t,n,r){var a=W0(Ps(e.prototype),t,n);return typeof a=="function"?function(o){return a.apply(n,o)}:a}function Uee(e){return e.normalized?1:e.size}function Em(e){var t=0;return e.forEach(function(n){return t+=Uee(n)}),t}function D4(e,t,n){var r=e==="VERTEX"?t.VERTEX_SHADER:t.FRAGMENT_SHADER,a=t.createShader(r);if(a===null)throw new Error("loadShader: error while creating the shader");t.shaderSource(a,n),t.compileShader(a);var o=t.getShaderParameter(a,t.COMPILE_STATUS);if(!o){var s=t.getShaderInfoLog(a);throw t.deleteShader(a),new Error(`loadShader: error while compiling the shader:
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fn(e,[{key:"kill",value:function(){EN(this.normalProgram),this.pickProgram&&(EN(this.pickProgram),this.pickProgram=null)}},{key:"getProgramInfo",value:function(n,r,a,o,s){var l=this.getDefinition(),u=r.createBuffer();if(u===null)throw new Error("Program: error while creating the WebGL buffer.");var d=Fee(r,a),f=zee(r,o),g=Bee(r,[d,f]),m={};l.UNIFORMS.forEach(function(v){var x=r.getUniformLocation(g,v);x&&(m[v]=x)});var b={};l.ATTRIBUTES.forEach(function(v){b[v.name]=r.getAttribLocation(g,v.name)});var y;if("CONSTANT_ATTRIBUTES"in l&&(l.CONSTANT_ATTRIBUTES.forEach(function(v){b[v.name]=r.getAttribLocation(g,v.name)}),y=r.createBuffer(),y===null))throw new Error("Program: error while creating the WebGL constant buffer.");return{name:n,program:g,gl:r,frameBuffer:s,buffer:u,constantBuffer:y||{},uniformLocations:m,attributeLocations:b,isPicking:n==="pick",vertexShader:d,fragmentShader:f}}},{key:"bindProgram",value:function(n){var r=this,a=0,o=n.gl,s=n.buffer;this.isInstanced?(o.bindBuffer(o.ARRAY_BUFFER,n.constantBuffer),a=0,this.CONSTANT_ATTRIBUTES.forEach(function(l){return a+=r.bindAttribute(l,n,a,!1)}),o.bufferData(o.ARRAY_BUFFER,this.constantArray,o.STATIC_DRAW),o.bindBuffer(o.ARRAY_BUFFER,n.buffer),a=0,this.ATTRIBUTES.forEach(function(l){return a+=r.bindAttribute(l,n,a,!0)}),o.bufferData(o.ARRAY_BUFFER,this.array,o.DYNAMIC_DRAW)):(o.bindBuffer(o.ARRAY_BUFFER,s),a=0,this.ATTRIBUTES.forEach(function(l){return a+=r.bindAttribute(l,n,a)}),o.bufferData(o.ARRAY_BUFFER,this.array,o.DYNAMIC_DRAW)),o.bindBuffer(o.ARRAY_BUFFER,null)}},{key:"unbindProgram",value:function(n){var r=this;this.isInstanced?(this.CONSTANT_ATTRIBUTES.forEach(function(a){return r.unbindAttribute(a,n,!1)}),this.ATTRIBUTES.forEach(function(a){return r.unbindAttribute(a,n,!0)})):this.ATTRIBUTES.forEach(function(a){return r.unbindAttribute(a,n)})}},{key:"bindAttribute",value:function(n,r,a,o){var s=jee[n.type];if(typeof s!="number")throw new Error('Program.bind: yet unsupported attribute type "'.concat(n.type,'"'));var l=r.attributeLocations[n.name],u=r.gl;if(l!==-1){u.enableVertexAttribArray(l);var d=this.isInstanced?(o?this.ATTRIBUTES_ITEMS_COUNT:Em(this.CONSTANT_ATTRIBUTES))*Float32Array.BYTES_PER_ELEMENT:this.ATTRIBUTES_ITEMS_COUNT*Float32Array.BYTES_PER_ELEMENT;if(u.vertexAttribPointer(l,n.size,n.type,n.normalized||!1,d,a),this.isInstanced&&o)if(u instanceof WebGL2RenderingContext)u.vertexAttribDivisor(l,1);else{var f=u.getExtension("ANGLE_instanced_arrays");f&&f.vertexAttribDivisorANGLE(l,1)}}return n.size*s}},{key:"unbindAttribute",value:function(n,r,a){var o=r.attributeLocations[n.name],s=r.gl;if(o!==-1&&(s.disableVertexAttribArray(o),this.isInstanced&&a))if(s instanceof WebGL2RenderingContext)s.vertexAttribDivisor(o,0);else{var l=s.getExtension("ANGLE_instanced_arrays");l&&l.vertexAttribDivisorANGLE(o,0)}}},{key:"reallocate",value:function(n){n!==this.capacity&&(this.capacity=n,this.verticesCount=this.VERTICES*n,this.array=new Float32Array(this.isInstanced?this.capacity*this.ATTRIBUTES_ITEMS_COUNT:this.verticesCount*this.ATTRIBUTES_ITEMS_COUNT))}},{key:"hasNothingToRender",value:function(){return this.verticesCount===0}},{key:"renderProgram",value:function(n,r){var a=r.gl,o=r.program;a.enable(a.BLEND),a.useProgram(o),this.setUniforms(n,r),this.drawWebGL(this.METHOD,r)}},{key:"render",value:function(n){this.hasNothingToRender()||(this.pickProgram&&(this.pickProgram.gl.viewport(0,0,n.width*n.pixelRatio/n.downSizingRatio,n.height*n.pixelRatio/n.downSizingRatio),this.bindProgram(this.pickProgram),this.renderProgram(Ue(Ue({},n),{},{pixelRatio:n.pixelRatio/n.downSizingRatio}),this.pickProgram),this.unbindProgram(this.pickProgram)),this.normalProgram.gl.viewport(0,0,n.width*n.pixelRatio,n.height*n.pixelRatio),this.bindProgram(this.normalProgram),this.renderProgram(n,this.normalProgram),this.unbindProgram(this.normalProgram))}},{key:"drawWebGL",value:function(n,r){var a=r.gl,o=r.frameBuffer;if(a.bindFramebuffer(a.FRAMEBUFFER,o),!this.isInstanced)a.drawArrays(n,0,this.verticesCount);else if(a instanceof WebGL2RenderingContext)a.drawArraysInstanced(n,0,this.VERTICES,this.capacity);else{var 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n(r,a,o){pn(this,n),_e(this,"drawLabel",t),this.programs=e.map(function(s){return new s(r,a,o)})}return fn(n,[{key:"reallocate",value:function(a){this.programs.forEach(function(o){return o.reallocate(a)})}},{key:"process",value:function(a,o,s,l,u){this.programs.forEach(function(d){return d.process(a,o,s,l,u)})}},{key:"render",value:function(a){this.programs.forEach(function(o){return o.render(a)})}},{key:"kill",value:function(){this.programs.forEach(function(a){return a.kill()})}}])}()}function Uee(e,t,n,r,a){var o=a.edgeLabelSize,s=a.edgeLabelFont,l=a.edgeLabelWeight,u=a.edgeLabelColor.attribute?t[a.edgeLabelColor.attribute]||a.edgeLabelColor.color||"#000":a.edgeLabelColor.color,d=t.label;if(d){e.fillStyle=u,e.font="".concat(l," ").concat(o,"px ").concat(s);var f=n.size,g=r.size,m=n.x,b=n.y,y=r.x,v=r.y,x=(m+y)/2,T=(b+v)/2,k=y-m,R=v-b,O=Math.sqrt(k*k+R*R);if(!(O<f+g)){m+=k*f/O,b+=R*f/O,y-=k*g/O,v-=R*g/O,x=(m+y)/2,T=(b+v)/2,k=y-m,R=v-b,O=Math.sqrt(k*k+R*R);var N=e.measureText(d).width;if(N>O){var C="…";for(d=d+C,N=e.measureText(d).width;N>O&&d.length>1;)d=d.slice(0,-2)+C,N=e.measureText(d).width;if(d.length<4)return}var _;k>0?R>0?_=Math.acos(k/O):_=Math.asin(R/O):R>0?_=Math.acos(k/O)+Math.PI:_=Math.asin(k/O)+Math.PI/2,e.save(),e.translate(x,T),e.rotate(_),e.fillText(d,-N/2,t.size/2+o),e.restore()}}}function P4(e,t,n){if(t.label){var r=n.labelSize,a=n.labelFont,o=n.labelWeight,s=n.labelColor.attribute?t[n.labelColor.attribute]||n.labelColor.color||"#000":n.labelColor.color;e.fillStyle=s,e.font="".concat(o," ").concat(r,"px ").concat(a),e.fillText(t.label,t.x+t.size+3,t.y+r/3)}}function Gee(e,t,n){var r=n.labelSize,a=n.labelFont,o=n.labelWeight;e.font="".concat(o," ").concat(r,"px ").concat(a),e.fillStyle="#FFF",e.shadowOffsetX=0,e.shadowOffsetY=0,e.shadowBlur=8,e.shadowColor="#000";var s=2;if(typeof t.label=="string"){var l=e.measureText(t.label).width,u=Math.round(l+5),d=Math.round(r+2*s),f=Math.max(t.size,r/2)+s,g=Math.asin(d/2/f),m=Math.sqrt(Math.abs(Math.pow(f,2)-Math.pow(d/2,2)));e.beginPath(),e.moveTo(t.x+m,t.y+d/2),e.lineTo(t.x+f+u,t.y+d/2),e.lineTo(t.x+f+u,t.y-d/2),e.lineTo(t.x+m,t.y-d/2),e.arc(t.x,t.y,f,g,-g),e.closePath(),e.fill()}else e.beginPath(),e.arc(t.x,t.y,t.size+s,0,Math.PI*2),e.closePath(),e.fill();e.shadowOffsetX=0,e.shadowOffsetY=0,e.shadowBlur=0,P4(e,t,n)}var Hee=`
+`).concat(n))}return a}function Gee(e,t){return D4("VERTEX",e,t)}function Hee(e,t){return D4("FRAGMENT",e,t)}function $ee(e,t){var n=e.createProgram();if(n===null)throw new Error("loadProgram: error while creating the program.");var r,a;for(r=0,a=t.length;r<a;r++)e.attachShader(n,t[r]);e.linkProgram(n);var o=e.getProgramParameter(n,e.LINK_STATUS);if(!o)throw e.deleteProgram(n),new Error("loadProgram: error while linking the program.");return n}function xN(e){var t=e.gl,n=e.buffer,r=e.program,a=e.vertexShader,o=e.fragmentShader;t.deleteShader(a),t.deleteShader(o),t.deleteProgram(r),t.deleteBuffer(n)}function kN(e){return e%1===0?e.toFixed(1):e.toString()}var TN=`#define PICKING_MODE
+`,qee=_e(_e(_e(_e(_e(_e(_e(_e({},WebGL2RenderingContext.BOOL,1),WebGL2RenderingContext.BYTE,1),WebGL2RenderingContext.UNSIGNED_BYTE,1),WebGL2RenderingContext.SHORT,2),WebGL2RenderingContext.UNSIGNED_SHORT,2),WebGL2RenderingContext.INT,4),WebGL2RenderingContext.UNSIGNED_INT,4),WebGL2RenderingContext.FLOAT,4),L4=function(){function e(t,n,r){pn(this,e),_e(this,"array",new Float32Array),_e(this,"constantArray",new Float32Array),_e(this,"capacity",0),_e(this,"verticesCount",0);var a=this.getDefinition();if(this.VERTICES=a.VERTICES,this.VERTEX_SHADER_SOURCE=a.VERTEX_SHADER_SOURCE,this.FRAGMENT_SHADER_SOURCE=a.FRAGMENT_SHADER_SOURCE,this.UNIFORMS=a.UNIFORMS,this.ATTRIBUTES=a.ATTRIBUTES,this.METHOD=a.METHOD,this.CONSTANT_ATTRIBUTES="CONSTANT_ATTRIBUTES"in a?a.CONSTANT_ATTRIBUTES:[],this.CONSTANT_DATA="CONSTANT_DATA"in a?a.CONSTANT_DATA:[],this.isInstanced="CONSTANT_ATTRIBUTES"in a,this.ATTRIBUTES_ITEMS_COUNT=Em(this.ATTRIBUTES),this.STRIDE=this.VERTICES*this.ATTRIBUTES_ITEMS_COUNT,this.renderer=r,this.normalProgram=this.getProgramInfo("normal",t,a.VERTEX_SHADER_SOURCE,a.FRAGMENT_SHADER_SOURCE,null),this.pickProgram=n?this.getProgramInfo("pick",t,TN+a.VERTEX_SHADER_SOURCE,TN+a.FRAGMENT_SHADER_SOURCE,n):null,this.isInstanced){var o=Em(this.CONSTANT_ATTRIBUTES);if(this.CONSTANT_DATA.length!==this.VERTICES)throw new Error("Program: error while getting constant data (expected ".concat(this.VERTICES," items, received ").concat(this.CONSTANT_DATA.length," instead)"));this.constantArray=new Float32Array(this.CONSTANT_DATA.length*o);for(var s=0;s<this.CONSTANT_DATA.length;s++){var l=this.CONSTANT_DATA[s];if(l.length!==o)throw new Error("Program: error while getting constant data (one vector has ".concat(l.length," items instead of ").concat(o,")"));for(var u=0;u<l.length;u++)this.constantArray[s*o+u]=l[u]}this.STRIDE=this.ATTRIBUTES_ITEMS_COUNT}}return fn(e,[{key:"kill",value:function(){xN(this.normalProgram),this.pickProgram&&(xN(this.pickProgram),this.pickProgram=null)}},{key:"getProgramInfo",value:function(n,r,a,o,s){var l=this.getDefinition(),u=r.createBuffer();if(u===null)throw new Error("Program: error while creating the WebGL buffer.");var d=Gee(r,a),f=Hee(r,o),g=$ee(r,[d,f]),m={};l.UNIFORMS.forEach(function(v){var x=r.getUniformLocation(g,v);x&&(m[v]=x)});var b={};l.ATTRIBUTES.forEach(function(v){b[v.name]=r.getAttribLocation(g,v.name)});var y;if("CONSTANT_ATTRIBUTES"in l&&(l.CONSTANT_ATTRIBUTES.forEach(function(v){b[v.name]=r.getAttribLocation(g,v.name)}),y=r.createBuffer(),y===null))throw new Error("Program: error while creating the WebGL constant buffer.");return{name:n,program:g,gl:r,frameBuffer:s,buffer:u,constantBuffer:y||{},uniformLocations:m,attributeLocations:b,isPicking:n==="pick",vertexShader:d,fragmentShader:f}}},{key:"bindProgram",value:function(n){var r=this,a=0,o=n.gl,s=n.buffer;this.isInstanced?(o.bindBuffer(o.ARRAY_BUFFER,n.constantBuffer),a=0,this.CONSTANT_ATTRIBUTES.forEach(function(l){return a+=r.bindAttribute(l,n,a,!1)}),o.bufferData(o.ARRAY_BUFFER,this.constantArray,o.STATIC_DRAW),o.bindBuffer(o.ARRAY_BUFFER,n.buffer),a=0,this.ATTRIBUTES.forEach(function(l){return a+=r.bindAttribute(l,n,a,!0)}),o.bufferData(o.ARRAY_BUFFER,this.array,o.DYNAMIC_DRAW)):(o.bindBuffer(o.ARRAY_BUFFER,s),a=0,this.ATTRIBUTES.forEach(function(l){return a+=r.bindAttribute(l,n,a)}),o.bufferData(o.ARRAY_BUFFER,this.array,o.DYNAMIC_DRAW)),o.bindBuffer(o.ARRAY_BUFFER,null)}},{key:"unbindProgram",value:function(n){var r=this;this.isInstanced?(this.CONSTANT_ATTRIBUTES.forEach(function(a){return r.unbindAttribute(a,n,!1)}),this.ATTRIBUTES.forEach(function(a){return r.unbindAttribute(a,n,!0)})):this.ATTRIBUTES.forEach(function(a){return r.unbindAttribute(a,n)})}},{key:"bindAttribute",value:function(n,r,a,o){var s=qee[n.type];if(typeof s!="number")throw new Error('Program.bind: yet unsupported attribute type "'.concat(n.type,'"'));var l=r.attributeLocations[n.name],u=r.gl;if(l!==-1){u.enableVertexAttribArray(l);var d=this.isInstanced?(o?this.ATTRIBUTES_ITEMS_COUNT:Em(this.CONSTANT_ATTRIBUTES))*Float32Array.BYTES_PER_ELEMENT:this.ATTRIBUTES_ITEMS_COUNT*Float32Array.BYTES_PER_ELEMENT;if(u.vertexAttribPointer(l,n.size,n.type,n.normalized||!1,d,a),this.isInstanced&&o)if(u instanceof WebGL2RenderingContext)u.vertexAttribDivisor(l,1);else{var f=u.getExtension("ANGLE_instanced_arrays");f&&f.vertexAttribDivisorANGLE(l,1)}}return n.size*s}},{key:"unbindAttribute",value:function(n,r,a){var o=r.attributeLocations[n.name],s=r.gl;if(o!==-1&&(s.disableVertexAttribArray(o),this.isInstanced&&a))if(s instanceof WebGL2RenderingContext)s.vertexAttribDivisor(o,0);else{var l=s.getExtension("ANGLE_instanced_arrays");l&&l.vertexAttribDivisorANGLE(o,0)}}},{key:"reallocate",value:function(n){n!==this.capacity&&(this.capacity=n,this.verticesCount=this.VERTICES*n,this.array=new Float32Array(this.isInstanced?this.capacity*this.ATTRIBUTES_ITEMS_COUNT:this.verticesCount*this.ATTRIBUTES_ITEMS_COUNT))}},{key:"hasNothingToRender",value:function(){return this.verticesCount===0}},{key:"renderProgram",value:function(n,r){var a=r.gl,o=r.program;a.enable(a.BLEND),a.useProgram(o),this.setUniforms(n,r),this.drawWebGL(this.METHOD,r)}},{key:"render",value:function(n){this.hasNothingToRender()||(this.pickProgram&&(this.pickProgram.gl.viewport(0,0,n.width*n.pixelRatio/n.downSizingRatio,n.height*n.pixelRatio/n.downSizingRatio),this.bindProgram(this.pickProgram),this.renderProgram(Ue(Ue({},n),{},{pixelRatio:n.pixelRatio/n.downSizingRatio}),this.pickProgram),this.unbindProgram(this.pickProgram)),this.normalProgram.gl.viewport(0,0,n.width*n.pixelRatio,n.height*n.pixelRatio),this.bindProgram(this.normalProgram),this.renderProgram(n,this.normalProgram),this.unbindProgram(this.normalProgram))}},{key:"drawWebGL",value:function(n,r){var a=r.gl,o=r.frameBuffer;if(a.bindFramebuffer(a.FRAMEBUFFER,o),!this.isInstanced)a.drawArrays(n,0,this.verticesCount);else if(a instanceof WebGL2RenderingContext)a.drawArraysInstanced(n,0,this.VERTICES,this.capacity);else{var s=a.getExtension("ANGLE_instanced_arrays");s&&s.drawArraysInstancedANGLE(n,0,this.VERTICES,this.capacity)}}}])}(),OT=function(e){function t(){return pn(this,t),$n(this,t,arguments)}return qn(t,e),fn(t,[{key:"kill",value:function(){I4(t,"kill",this)([])}},{key:"process",value:function(r,a,o){var s=a*this.STRIDE;if(o.hidden){for(var l=s+this.STRIDE;s<l;s++)this.array[s]=0;return}return this.processVisibleItem(O4(r),s,o)}}])}(L4),eu=function(e){function t(){var n;pn(this,t);for(var r=arguments.length,a=new Array(r),o=0;o<r;o++)a[o]=arguments[o];return n=$n(this,t,[].concat(a)),_e(n,"drawLabel",void 0),n}return qn(t,e),fn(t,[{key:"kill",value:function(){I4(t,"kill",this)([])}},{key:"process",value:function(r,a,o,s,l){var u=a*this.STRIDE;if(l.hidden||o.hidden||s.hidden){for(var d=u+this.STRIDE;u<d;u++)this.array[u]=0;return}return this.processVisibleItem(O4(r),u,o,s,l)}}])}(L4);function M4(e,t){return function(){function n(r,a,o){pn(this,n),_e(this,"drawLabel",t),this.programs=e.map(function(s){return new s(r,a,o)})}return fn(n,[{key:"reallocate",value:function(a){this.programs.forEach(function(o){return o.reallocate(a)})}},{key:"process",value:function(a,o,s,l,u){this.programs.forEach(function(d){return d.process(a,o,s,l,u)})}},{key:"render",value:function(a){this.programs.forEach(function(o){return o.render(a)})}},{key:"kill",value:function(){this.programs.forEach(function(a){return a.kill()})}}])}()}function Vee(e,t,n,r,a){var o=a.edgeLabelSize,s=a.edgeLabelFont,l=a.edgeLabelWeight,u=a.edgeLabelColor.attribute?t[a.edgeLabelColor.attribute]||a.edgeLabelColor.color||"#000":a.edgeLabelColor.color,d=t.label;if(d){e.fillStyle=u,e.font="".concat(l," ").concat(o,"px ").concat(s);var f=n.size,g=r.size,m=n.x,b=n.y,y=r.x,v=r.y,x=(m+y)/2,T=(b+v)/2,k=y-m,R=v-b,O=Math.sqrt(k*k+R*R);if(!(O<f+g)){m+=k*f/O,b+=R*f/O,y-=k*g/O,v-=R*g/O,x=(m+y)/2,T=(b+v)/2,k=y-m,R=v-b,O=Math.sqrt(k*k+R*R);var _=e.measureText(d).width;if(_>O){var C="…";for(d=d+C,_=e.measureText(d).width;_>O&&d.length>1;)d=d.slice(0,-2)+C,_=e.measureText(d).width;if(d.length<4)return}var N;k>0?R>0?N=Math.acos(k/O):N=Math.asin(R/O):R>0?N=Math.acos(k/O)+Math.PI:N=Math.asin(k/O)+Math.PI/2,e.save(),e.translate(x,T),e.rotate(N),e.fillText(d,-_/2,t.size/2+o),e.restore()}}}function P4(e,t,n){if(t.label){var r=n.labelSize,a=n.labelFont,o=n.labelWeight,s=n.labelColor.attribute?t[n.labelColor.attribute]||n.labelColor.color||"#000":n.labelColor.color;e.fillStyle=s,e.font="".concat(o," ").concat(r,"px ").concat(a),e.fillText(t.label,t.x+t.size+3,t.y+r/3)}}function Wee(e,t,n){var r=n.labelSize,a=n.labelFont,o=n.labelWeight;e.font="".concat(o," ").concat(r,"px ").concat(a),e.fillStyle="#FFF",e.shadowOffsetX=0,e.shadowOffsetY=0,e.shadowBlur=8,e.shadowColor="#000";var s=2;if(typeof t.label=="string"){var l=e.measureText(t.label).width,u=Math.round(l+5),d=Math.round(r+2*s),f=Math.max(t.size,r/2)+s,g=Math.asin(d/2/f),m=Math.sqrt(Math.abs(Math.pow(f,2)-Math.pow(d/2,2)));e.beginPath(),e.moveTo(t.x+m,t.y+d/2),e.lineTo(t.x+f+u,t.y+d/2),e.lineTo(t.x+f+u,t.y-d/2),e.lineTo(t.x+m,t.y-d/2),e.arc(t.x,t.y,f,g,-g),e.closePath(),e.fill()}else e.beginPath(),e.arc(t.x,t.y,t.size+s,0,Math.PI*2),e.closePath(),e.fill();e.shadowOffsetX=0,e.shadowOffsetY=0,e.shadowBlur=0,P4(e,t,n)}var Yee=`
 precision highp float;
 
 varying vec4 v_color;
@@ -383,7 +388,7 @@ void main(void) {
   gl_FragColor = mix(v_color, transparent, t);
   #endif
 }
-`,$ee=Hee,qee=`
+`,Kee=Yee,Xee=`
 attribute vec4 a_id;
 attribute vec4 a_color;
 attribute vec2 a_position;
@@ -424,7 +429,7 @@ void main() {
 
   v_color.a *= bias;
 }
-`,Vee=qee,F4=WebGLRenderingContext,TN=F4.UNSIGNED_BYTE,xm=F4.FLOAT,Wee=["u_sizeRatio","u_correctionRatio","u_matrix"],eu=function(e){function t(){return pn(this,t),Hn(this,t,arguments)}return $n(t,e),fn(t,[{key:"getDefinition",value:function(){return{VERTICES:3,VERTEX_SHADER_SOURCE:Vee,FRAGMENT_SHADER_SOURCE:$ee,METHOD:WebGLRenderingContext.TRIANGLES,UNIFORMS:Wee,ATTRIBUTES:[{name:"a_position",size:2,type:xm},{name:"a_size",size:1,type:xm},{name:"a_color",size:4,type:TN,normalized:!0},{name:"a_id",size:4,type:TN,normalized:!0}],CONSTANT_ATTRIBUTES:[{name:"a_angle",size:1,type:xm}],CONSTANT_DATA:[[t.ANGLE_1],[t.ANGLE_2],[t.ANGLE_3]]}}},{key:"processVisibleItem",value:function(r,a,o){var s=this.array,l=ca(o.color);s[a++]=o.x,s[a++]=o.y,s[a++]=o.size,s[a++]=l,s[a++]=r}},{key:"setUniforms",value:function(r,a){var o=a.gl,s=a.uniformLocations,l=s.u_sizeRatio,u=s.u_correctionRatio,d=s.u_matrix;o.uniform1f(u,r.correctionRatio),o.uniform1f(l,r.sizeRatio),o.uniformMatrix3fv(d,!1,r.matrix)}}])}(NT);_e(eu,"ANGLE_1",0);_e(eu,"ANGLE_2",2*Math.PI/3);_e(eu,"ANGLE_3",4*Math.PI/3);var Yee=`
+`,Zee=Xee,F4=WebGLRenderingContext,AN=F4.UNSIGNED_BYTE,xm=F4.FLOAT,Qee=["u_sizeRatio","u_correctionRatio","u_matrix"],tu=function(e){function t(){return pn(this,t),$n(this,t,arguments)}return qn(t,e),fn(t,[{key:"getDefinition",value:function(){return{VERTICES:3,VERTEX_SHADER_SOURCE:Zee,FRAGMENT_SHADER_SOURCE:Kee,METHOD:WebGLRenderingContext.TRIANGLES,UNIFORMS:Qee,ATTRIBUTES:[{name:"a_position",size:2,type:xm},{name:"a_size",size:1,type:xm},{name:"a_color",size:4,type:AN,normalized:!0},{name:"a_id",size:4,type:AN,normalized:!0}],CONSTANT_ATTRIBUTES:[{name:"a_angle",size:1,type:xm}],CONSTANT_DATA:[[t.ANGLE_1],[t.ANGLE_2],[t.ANGLE_3]]}}},{key:"processVisibleItem",value:function(r,a,o){var s=this.array,l=ca(o.color);s[a++]=o.x,s[a++]=o.y,s[a++]=o.size,s[a++]=l,s[a++]=r}},{key:"setUniforms",value:function(r,a){var o=a.gl,s=a.uniformLocations,l=s.u_sizeRatio,u=s.u_correctionRatio,d=s.u_matrix;o.uniform1f(u,r.correctionRatio),o.uniform1f(l,r.sizeRatio),o.uniformMatrix3fv(d,!1,r.matrix)}}])}(OT);_e(tu,"ANGLE_1",0);_e(tu,"ANGLE_2",2*Math.PI/3);_e(tu,"ANGLE_3",4*Math.PI/3);var Jee=`
 precision mediump float;
 
 varying vec4 v_color;
@@ -432,7 +437,7 @@ varying vec4 v_color;
 void main(void) {
   gl_FragColor = v_color;
 }
-`,Kee=Yee,Xee=`
+`,ete=Jee,tte=`
 attribute vec2 a_position;
 attribute vec2 a_normal;
 attribute float a_radius;
@@ -498,7 +503,7 @@ void main() {
 
   v_color.a *= bias;
 }
-`,Zee=Xee,z4=WebGLRenderingContext,AN=z4.UNSIGNED_BYTE,Nd=z4.FLOAT,Qee=["u_matrix","u_sizeRatio","u_correctionRatio","u_minEdgeThickness","u_lengthToThicknessRatio","u_widenessToThicknessRatio"],tu={extremity:"target",lengthToThicknessRatio:2.5,widenessToThicknessRatio:2};function Tp(e){var t=Ue(Ue({},tu),e||{});return function(n){function r(){return pn(this,r),Hn(this,r,arguments)}return $n(r,n),fn(r,[{key:"getDefinition",value:function(){return{VERTICES:3,VERTEX_SHADER_SOURCE:Zee,FRAGMENT_SHADER_SOURCE:Kee,METHOD:WebGLRenderingContext.TRIANGLES,UNIFORMS:Qee,ATTRIBUTES:[{name:"a_position",size:2,type:Nd},{name:"a_normal",size:2,type:Nd},{name:"a_radius",size:1,type:Nd},{name:"a_color",size:4,type:AN,normalized:!0},{name:"a_id",size:4,type:AN,normalized:!0}],CONSTANT_ATTRIBUTES:[{name:"a_barycentric",size:3,type:Nd}],CONSTANT_DATA:[[1,0,0],[0,1,0],[0,0,1]]}}},{key:"processVisibleItem",value:function(o,s,l,u,d){if(t.extremity==="source"){var f=[u,l];l=f[0],u=f[1]}var g=d.size||1,m=u.size||1,b=l.x,y=l.y,v=u.x,x=u.y,T=ca(d.color),k=v-b,R=x-y,O=k*k+R*R,N=0,C=0;O&&(O=1/Math.sqrt(O),N=-R*O*g,C=k*O*g);var _=this.array;_[s++]=v,_[s++]=x,_[s++]=-N,_[s++]=-C,_[s++]=m,_[s++]=T,_[s++]=o}},{key:"setUniforms",value:function(o,s){var l=s.gl,u=s.uniformLocations,d=u.u_matrix,f=u.u_sizeRatio,g=u.u_correctionRatio,m=u.u_minEdgeThickness,b=u.u_lengthToThicknessRatio,y=u.u_widenessToThicknessRatio;l.uniformMatrix3fv(d,!1,o.matrix),l.uniform1f(f,o.sizeRatio),l.uniform1f(g,o.correctionRatio),l.uniform1f(m,o.minEdgeThickness),l.uniform1f(b,t.lengthToThicknessRatio),l.uniform1f(y,t.widenessToThicknessRatio)}}])}(Jc)}Tp();var Jee=`
+`,nte=tte,z4=WebGLRenderingContext,RN=z4.UNSIGNED_BYTE,Od=z4.FLOAT,rte=["u_matrix","u_sizeRatio","u_correctionRatio","u_minEdgeThickness","u_lengthToThicknessRatio","u_widenessToThicknessRatio"],nu={extremity:"target",lengthToThicknessRatio:2.5,widenessToThicknessRatio:2};function Ap(e){var t=Ue(Ue({},nu),e||{});return function(n){function r(){return pn(this,r),$n(this,r,arguments)}return qn(r,n),fn(r,[{key:"getDefinition",value:function(){return{VERTICES:3,VERTEX_SHADER_SOURCE:nte,FRAGMENT_SHADER_SOURCE:ete,METHOD:WebGLRenderingContext.TRIANGLES,UNIFORMS:rte,ATTRIBUTES:[{name:"a_position",size:2,type:Od},{name:"a_normal",size:2,type:Od},{name:"a_radius",size:1,type:Od},{name:"a_color",size:4,type:RN,normalized:!0},{name:"a_id",size:4,type:RN,normalized:!0}],CONSTANT_ATTRIBUTES:[{name:"a_barycentric",size:3,type:Od}],CONSTANT_DATA:[[1,0,0],[0,1,0],[0,0,1]]}}},{key:"processVisibleItem",value:function(o,s,l,u,d){if(t.extremity==="source"){var f=[u,l];l=f[0],u=f[1]}var g=d.size||1,m=u.size||1,b=l.x,y=l.y,v=u.x,x=u.y,T=ca(d.color),k=v-b,R=x-y,O=k*k+R*R,_=0,C=0;O&&(O=1/Math.sqrt(O),_=-R*O*g,C=k*O*g);var N=this.array;N[s++]=v,N[s++]=x,N[s++]=-_,N[s++]=-C,N[s++]=m,N[s++]=T,N[s++]=o}},{key:"setUniforms",value:function(o,s){var l=s.gl,u=s.uniformLocations,d=u.u_matrix,f=u.u_sizeRatio,g=u.u_correctionRatio,m=u.u_minEdgeThickness,b=u.u_lengthToThicknessRatio,y=u.u_widenessToThicknessRatio;l.uniformMatrix3fv(d,!1,o.matrix),l.uniform1f(f,o.sizeRatio),l.uniform1f(g,o.correctionRatio),l.uniform1f(m,o.minEdgeThickness),l.uniform1f(b,t.lengthToThicknessRatio),l.uniform1f(y,t.widenessToThicknessRatio)}}])}(eu)}Ap();var ate=`
 precision mediump float;
 
 varying vec4 v_color;
@@ -524,7 +529,7 @@ void main(void) {
   gl_FragColor = mix(v_color, transparent, t);
   #endif
 }
-`,OT=Jee,ete=`
+`,IT=ate,ote=`
 attribute vec4 a_id;
 attribute vec4 a_color;
 attribute vec2 a_normal;
@@ -592,7 +597,7 @@ void main() {
 
   v_color.a *= bias;
 }
-`,tte=ete,B4=WebGLRenderingContext,RN=B4.UNSIGNED_BYTE,ii=B4.FLOAT,nte=["u_matrix","u_zoomRatio","u_sizeRatio","u_correctionRatio","u_pixelRatio","u_feather","u_minEdgeThickness","u_lengthToThicknessRatio"],rte={lengthToThicknessRatio:tu.lengthToThicknessRatio};function j4(e){var t=Ue(Ue({},rte),{});return function(n){function r(){return pn(this,r),Hn(this,r,arguments)}return $n(r,n),fn(r,[{key:"getDefinition",value:function(){return{VERTICES:6,VERTEX_SHADER_SOURCE:tte,FRAGMENT_SHADER_SOURCE:OT,METHOD:WebGLRenderingContext.TRIANGLES,UNIFORMS:nte,ATTRIBUTES:[{name:"a_positionStart",size:2,type:ii},{name:"a_positionEnd",size:2,type:ii},{name:"a_normal",size:2,type:ii},{name:"a_color",size:4,type:RN,normalized:!0},{name:"a_id",size:4,type:RN,normalized:!0},{name:"a_radius",size:1,type:ii}],CONSTANT_ATTRIBUTES:[{name:"a_positionCoef",size:1,type:ii},{name:"a_normalCoef",size:1,type:ii},{name:"a_radiusCoef",size:1,type:ii}],CONSTANT_DATA:[[0,1,0],[0,-1,0],[1,1,1],[1,1,1],[0,-1,0],[1,-1,-1]]}}},{key:"processVisibleItem",value:function(o,s,l,u,d){var f=d.size||1,g=l.x,m=l.y,b=u.x,y=u.y,v=ca(d.color),x=b-g,T=y-m,k=u.size||1,R=x*x+T*T,O=0,N=0;R&&(R=1/Math.sqrt(R),O=-T*R*f,N=x*R*f);var C=this.array;C[s++]=g,C[s++]=m,C[s++]=b,C[s++]=y,C[s++]=O,C[s++]=N,C[s++]=v,C[s++]=o,C[s++]=k}},{key:"setUniforms",value:function(o,s){var l=s.gl,u=s.uniformLocations,d=u.u_matrix,f=u.u_zoomRatio,g=u.u_feather,m=u.u_pixelRatio,b=u.u_correctionRatio,y=u.u_sizeRatio,v=u.u_minEdgeThickness,x=u.u_lengthToThicknessRatio;l.uniformMatrix3fv(d,!1,o.matrix),l.uniform1f(f,o.zoomRatio),l.uniform1f(y,o.sizeRatio),l.uniform1f(b,o.correctionRatio),l.uniform1f(m,o.pixelRatio),l.uniform1f(g,o.antiAliasingFeather),l.uniform1f(v,o.minEdgeThickness),l.uniform1f(x,t.lengthToThicknessRatio)}}])}(Jc)}j4();function ate(e){return M4([j4(),Tp(e)])}var ote=ate(),U4=ote,ite=`
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 attribute vec4 a_id;
 attribute vec4 a_color;
 attribute vec2 a_normal;
@@ -657,8 +662,8 @@ void main() {
 
   v_color.a *= bias;
 }
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$n(t,e),fn(t,[{key:"kill",value:function(){var r=this.container;r.removeEventListener("click",this.handleClick),r.removeEventListener("contextmenu",this.handleRightClick),r.removeEventListener("mousedown",this.handleDown),r.removeEventListener("wheel",this.handleWheel),r.removeEventListener("mouseleave",this.handleLeave),r.removeEventListener("mouseenter",this.handleEnter),document.removeEventListener("mousemove",this.handleMove),document.removeEventListener("mouseup",this.handleUp)}},{key:"handleClick",value:function(r){var a=this;if(this.enabled){if(this.clicks++,this.clicks===2)return this.clicks=0,typeof this.doubleClickTimeout=="number"&&(clearTimeout(this.doubleClickTimeout),this.doubleClickTimeout=null),this.handleDoubleClick(r);setTimeout(function(){a.clicks=0,a.doubleClickTimeout=null},this.settings.doubleClickTimeout),this.draggedEvents<this.settings.draggedEventsTolerance&&this.emit("click",Ma(r,this.container))}}},{key:"handleRightClick",value:function(r){this.enabled&&this.emit("rightClick",Ma(r,this.container))}},{key:"handleDoubleClick",value:function(r){if(this.enabled){r.preventDefault(),r.stopPropagation();var a=Ma(r,this.container);if(this.emit("doubleClick",a),!a.sigmaDefaultPrevented){var o=this.renderer.getCamera(),s=o.getBoundedRatio(o.getState().ratio/this.settings.doubleClickZoomingRatio);o.animate(this.renderer.getViewportZoomedState(zr(r,this.container),s),{easing:"quadraticInOut",duration:this.settings.doubleClickZoomingDuration})}}}},{key:"handleDown",value:function(r){if(this.enabled){if(r.button===0){this.startCameraState=this.renderer.getCamera().getState();var a=zr(r,this.container),o=a.x,s=a.y;this.lastMouseX=o,this.lastMouseY=s,this.draggedEvents=0,this.downStartTime=Date.now(),this.isMouseDown=!0}this.emit("mousedown",Ma(r,this.container))}}},{key:"handleUp",value:function(r){var a=this;if(!(!this.enabled||!this.isMouseDown)){var o=this.renderer.getCamera();this.isMouseDown=!1,typeof this.movingTimeout=="number"&&(clearTimeout(this.movingTimeout),this.movingTimeout=null);var s=zr(r,this.container),l=s.x,u=s.y,d=o.getState(),f=o.getPreviousState()||{x:0,y:0};this.isMoving?o.animate({x:d.x+this.settings.inertiaRatio*(d.x-f.x),y:d.y+this.settings.inertiaRatio*(d.y-f.y)},{duration:this.settings.inertiaDuration,easing:"quadraticOut"}):(this.lastMouseX!==l||this.lastMouseY!==u)&&o.setState({x:d.x,y:d.y}),this.isMoving=!1,setTimeout(function(){var g=a.draggedEvents>0;a.draggedEvents=0,g&&a.renderer.getSetting("hideEdgesOnMove")&&a.renderer.refresh()},0),this.emit("mouseup",Ma(r,this.container))}}},{key:"handleMove",value:function(r){var a=this;if(this.enabled){var o=Ma(r,this.container);if(this.emit("mousemovebody",o),(r.target===this.container||r.composedPath()[0]===this.container)&&this.emit("mousemove",o),!o.sigmaDefaultPrevented&&this.isMouseDown){this.isMoving=!0,this.draggedEvents++,typeof this.movingTimeout=="number"&&clearTimeout(this.movingTimeout),this.movingTimeout=window.setTimeout(function(){a.movingTimeout=null,a.isMoving=!1},this.settings.dragTimeout);var s=this.renderer.getCamera(),l=zr(r,this.container),u=l.x,d=l.y,f=this.renderer.viewportToFramedGraph({x:this.lastMouseX,y:this.lastMouseY}),g=this.renderer.viewportToFramedGraph({x:u,y:d}),m=f.x-g.x,b=f.y-g.y,y=s.getState(),v=y.x+m,x=y.y+b;s.setState({x:v,y:x}),this.lastMouseX=u,this.lastMouseY=d,r.preventDefault(),r.stopPropagation()}}}},{key:"handleLeave",value:function(r){this.emit("mouseleave",Ma(r,this.container))}},{key:"handleEnter",value:function(r){this.emit("mouseenter",Ma(r,this.container))}},{key:"handleWheel",value:function(r){var a=this,o=this.renderer.getCamera();if(!(!this.enabled||!o.enabledZooming)){var s=V4(r);if(s){var l=Rte(r,this.container);if(this.emit("wheel",l),l.sigmaDefaultPrevented){r.preventDefault(),r.stopPropagation();return}var u=o.getState().ratio,d=s>0?1/this.settings.zoomingRatio:this.settings.zoomingRatio,f=o.getBoundedRatio(u*d),g=s>0?1:-1,m=Date.now();u!==f&&(r.preventDefault(),r.stopPropagation(),!(this.currentWheelDirection===g&&this.lastWheelTriggerTime&&m-this.lastWheelTriggerTime<this.settings.zoomDuration/5)&&(o.animate(this.renderer.getViewportZoomedState(zr(r,this.container),f),{easing:"quadraticOut",duration:this.settings.zoomDuration},function(){a.currentWheelDirection=0}),this.currentWheelDirection=g,this.lastWheelTriggerTime=m))}}}},{key:"setSettings",value:function(r){this.settings=r}}])}(W4),Ite=["dragTimeout","inertiaDuration","inertiaRatio","doubleClickTimeout","doubleClickZoomingRatio","doubleClickZoomingDuration","tapMoveTolerance"],Dte=Ite.reduce(function(e,t){return Ue(Ue({},e),{},_e({},t,DT[t]))},{}),Lte=function(e){function t(n,r){var a;return pn(this,t),a=Hn(this,t,[n,r]),_e(a,"enabled",!0),_e(a,"isMoving",!1),_e(a,"hasMoved",!1),_e(a,"touchMode",0),_e(a,"startTouchesPositions",[]),_e(a,"lastTouches",[]),_e(a,"lastTap",null),_e(a,"settings",Dte),a.handleStart=a.handleStart.bind(a),a.handleLeave=a.handleLeave.bind(a),a.handleMove=a.handleMove.bind(a),n.addEventListener("touchstart",a.handleStart,{capture:!1}),n.addEventListener("touchcancel",a.handleLeave,{capture:!1}),document.addEventListener("touchend",a.handleLeave,{capture:!1,passive:!1}),document.addEventListener("touchmove",a.handleMove,{capture:!1,passive:!1}),a}return $n(t,e),fn(t,[{key:"kill",value:function(){var r=this.container;r.removeEventListener("touchstart",this.handleStart),r.removeEventListener("touchcancel",this.handleLeave),document.removeEventListener("touchend",this.handleLeave),document.removeEventListener("touchmove",this.handleMove)}},{key:"getDimensions",value:function(){return{width:this.container.offsetWidth,height:this.container.offsetHeight}}},{key:"handleStart",value:function(r){var a=this;if(this.enabled){r.preventDefault();var o=np(r.touches);if(this.touchMode=o.length,this.startCameraState=this.renderer.getCamera().getState(),this.startTouchesPositions=o.map(function(b){return zr(b,a.container)}),this.touchMode===2){var s=Fs(this.startTouchesPositions,2),l=s[0],u=l.x,d=l.y,f=s[1],g=f.x,m=f.y;this.startTouchesAngle=Math.atan2(m-d,g-u),this.startTouchesDistance=Math.sqrt(Math.pow(g-u,2)+Math.pow(m-d,2))}this.emit("touchdown",sc(r,this.lastTouches,this.container)),this.lastTouches=o,this.lastTouchesPositions=this.startTouchesPositions}}},{key:"handleLeave",value:function(r){if(!(!this.enabled||!this.startTouchesPositions.length)){switch(r.cancelable&&r.preventDefault(),this.movingTimeout&&(this.isMoving=!1,clearTimeout(this.movingTimeout)),this.touchMode){case 2:if(r.touches.length===1){this.handleStart(r),r.preventDefault();break}case 1:if(this.isMoving){var a=this.renderer.getCamera(),o=a.getState(),s=a.getPreviousState()||{x:0,y:0};a.animate({x:o.x+this.settings.inertiaRatio*(o.x-s.x),y:o.y+this.settings.inertiaRatio*(o.y-s.y)},{duration:this.settings.inertiaDuration,easing:"quadraticOut"})}this.hasMoved=!1,this.isMoving=!1,this.touchMode=0;break}if(this.emit("touchup",sc(r,this.lastTouches,this.container)),!r.touches.length){var l=zr(this.lastTouches[0],this.container),u=this.startTouchesPositions[0],d=Math.pow(l.x-u.x,2)+Math.pow(l.y-u.y,2);if(!r.touches.length&&d<Math.pow(this.settings.tapMoveTolerance,2))if(this.lastTap&&Date.now()-this.lastTap.time<this.settings.doubleClickTimeout){var f=sc(r,this.lastTouches,this.container);if(this.emit("doubletap",f),this.lastTap=null,!f.sigmaDefaultPrevented){var g=this.renderer.getCamera(),m=g.getBoundedRatio(g.getState().ratio/this.settings.doubleClickZoomingRatio);g.animate(this.renderer.getViewportZoomedState(l,m),{easing:"quadraticInOut",duration:this.settings.doubleClickZoomingDuration})}}else{var b=sc(r,this.lastTouches,this.container);this.emit("tap",b),this.lastTap={time:Date.now(),position:b.touches[0]||b.previousTouches[0]}}}this.lastTouches=np(r.touches),this.startTouchesPositions=[]}}},{key:"handleMove",value:function(r){var a=this;if(!(!this.enabled||!this.startTouchesPositions.length)){r.preventDefault();var o=np(r.touches),s=o.map(function(V){return zr(V,a.container)}),l=this.lastTouches;this.lastTouches=o,this.lastTouchesPositions=s;var u=sc(r,l,this.container);if(this.emit("touchmove",u),!u.sigmaDefaultPrevented&&(this.hasMoved||(this.hasMoved=s.some(function(V,j){var P=a.startTouchesPositions[j];return P&&(V.x!==P.x||V.y!==P.y)})),!!this.hasMoved)){this.isMoving=!0,this.movingTimeout&&clearTimeout(this.movingTimeout),this.movingTimeout=window.setTimeout(function(){a.isMoving=!1},this.settings.dragTimeout);var d=this.renderer.getCamera(),f=this.startCameraState,g=this.renderer.getSetting("stagePadding");switch(this.touchMode){case 1:{var m=this.renderer.viewportToFramedGraph((this.startTouchesPositions||[])[0]),b=m.x,y=m.y,v=this.renderer.viewportToFramedGraph(s[0]),x=v.x,T=v.y;d.setState({x:f.x+b-x,y:f.y+y-T});break}case 2:{var k={x:.5,y:.5,angle:0,ratio:1},R=s[0],O=R.x,N=R.y,C=s[1],_=C.x,M=C.y,D=Math.atan2(M-N,_-O)-this.startTouchesAngle,I=Math.hypot(M-N,_-O)/this.startTouchesDistance,U=d.getBoundedRatio(f.ratio/I);k.ratio=U,k.angle=f.angle+D;var $=this.getDimensions(),B=this.renderer.viewportToFramedGraph((this.startTouchesPositions||[])[0],{cameraState:f}),W=Math.min($.width,$.height)-2*g,K=W/$.width,G=W/$.height,H=U/W,F=O-W/2/K,Y=N-W/2/G,L=[F*Math.cos(-k.angle)-Y*Math.sin(-k.angle),Y*Math.cos(-k.angle)+F*Math.sin(-k.angle)];F=L[0],Y=L[1],k.x=B.x-F*H,k.y=B.y+Y*H,d.setState(k);break}}}}}},{key:"setSettings",value:function(r){this.settings=r}}])}(W4);function Mte(e){if(Array.isArray(e))return Vk(e)}function Pte(e){if(typeof Symbol<"u"&&e[Symbol.iterator]!=null||e["@@iterator"]!=null)return Array.from(e)}function Fte(){throw new TypeError(`Invalid attempt to spread non-iterable instance.
-In order to be iterable, non-array objects must have a [Symbol.iterator]() method.`)}function FN(e){return Mte(e)||Pte(e)||R4(e)||Fte()}function zte(e,t){if(e==null)return{};var n={};for(var r in e)if({}.hasOwnProperty.call(e,r)){if(t.includes(r))continue;n[r]=e[r]}return n}function Rm(e,t){if(e==null)return{};var n,r,a=zte(e,t);if(Object.getOwnPropertySymbols){var o=Object.getOwnPropertySymbols(e);for(r=0;r<o.length;r++)n=o[r],t.includes(n)||{}.propertyIsEnumerable.call(e,n)&&(a[n]=e[n])}return a}var zN=function(){function e(t,n){pn(this,e),this.key=t,this.size=n}return fn(e,null,[{key:"compare",value:function(n,r){return n.size>r.size?-1:n.size<r.size||n.key>r.key?1:-1}}])}(),BN=function(){function e(){pn(this,e),_e(this,"width",0),_e(this,"height",0),_e(this,"cellSize",0),_e(this,"columns",0),_e(this,"rows",0),_e(this,"cells",{})}return fn(e,[{key:"resizeAndClear",value:function(n,r){this.width=n.width,this.height=n.height,this.cellSize=r,this.columns=Math.ceil(n.width/r),this.rows=Math.ceil(n.height/r),this.cells={}}},{key:"getIndex",value:function(n){var r=Math.floor(n.x/this.cellSize),a=Math.floor(n.y/this.cellSize);return a*this.columns+r}},{key:"add",value:function(n,r,a){var o=new zN(n,r),s=this.getIndex(a),l=this.cells[s];l||(l=[],this.cells[s]=l),l.push(o)}},{key:"organize",value:function(){for(var n in this.cells){var r=this.cells[n];r.sort(zN.compare)}}},{key:"getLabelsToDisplay",value:function(n,r){var a=this.cellSize*this.cellSize,o=a/n/n,s=o*r/a,l=Math.ceil(s),u=[];for(var d in this.cells)for(var f=this.cells[d],g=0;g<Math.min(l,f.length);g++)u.push(f[g].key);return u}}])}();function Bte(e){var t=e.graph,n=e.hoveredNode,r=e.highlightedNodes,a=e.displayedNodeLabels,o=[];return t.forEachEdge(function(s,l,u,d){(u===n||d===n||r.has(u)||r.has(d)||a.has(u)&&a.has(d))&&o.push(s)}),o}var jte=150,Ute=50,Pa=Object.prototype.hasOwnProperty;function Gte(e,t,n){if(!Pa.call(n,"x")||!Pa.call(n,"y"))throw new Error('Sigma: could not find a valid position (x, y) for node "'.concat(t,'". All your nodes must have a number "x" and "y". Maybe your forgot to apply a layout or your "nodeReducer" is not returning the correct data?'));return n.color||(n.color=e.defaultNodeColor),!n.label&&n.label!==""&&(n.label=null),n.label!==void 0&&n.label!==null?n.label=""+n.label:n.label=null,n.size||(n.size=2),Pa.call(n,"hidden")||(n.hidden=!1),Pa.call(n,"highlighted")||(n.highlighted=!1),Pa.call(n,"forceLabel")||(n.forceLabel=!1),(!n.type||n.type==="")&&(n.type=e.defaultNodeType),n.zIndex||(n.zIndex=0),n}function Hte(e,t,n){return n.color||(n.color=e.defaultEdgeColor),n.label||(n.label=""),n.size||(n.size=.5),Pa.call(n,"hidden")||(n.hidden=!1),Pa.call(n,"forceLabel")||(n.forceLabel=!1),(!n.type||n.type==="")&&(n.type=e.defaultEdgeType),n.zIndex||(n.zIndex=0),n}var $te=function(e){function t(n,r){var a,o=arguments.length>2&&arguments[2]!==void 0?arguments[2]:{};if(pn(this,t),a=Hn(this,t),_e(a,"elements",{}),_e(a,"canvasContexts",{}),_e(a,"webGLContexts",{}),_e(a,"pickingLayers",new Set),_e(a,"textures",{}),_e(a,"frameBuffers",{}),_e(a,"activeListeners",{}),_e(a,"labelGrid",new BN),_e(a,"nodeDataCache",{}),_e(a,"edgeDataCache",{}),_e(a,"nodeProgramIndex",{}),_e(a,"edgeProgramIndex",{}),_e(a,"nodesWithForcedLabels",new Set),_e(a,"edgesWithForcedLabels",new Set),_e(a,"nodeExtent",{x:[0,1],y:[0,1]}),_e(a,"nodeZExtent",[1/0,-1/0]),_e(a,"edgeZExtent",[1/0,-1/0]),_e(a,"matrix",Fr()),_e(a,"invMatrix",Fr()),_e(a,"correctionRatio",1),_e(a,"customBBox",null),_e(a,"normalizationFunction",LN({x:[0,1],y:[0,1]})),_e(a,"graphToViewportRatio",1),_e(a,"itemIDsIndex",{}),_e(a,"nodeIndices",{}),_e(a,"edgeIndices",{}),_e(a,"width",0),_e(a,"height",0),_e(a,"pixelRatio",IN()),_e(a,"pickingDownSizingRatio",2*a.pixelRatio),_e(a,"displayedNodeLabels",new Set),_e(a,"displayedEdgeLabels",new Set),_e(a,"highlightedNodes",new Set),_e(a,"hoveredNode",null),_e(a,"hoveredEdge",null),_e(a,"renderFrame",null),_e(a,"renderHighlightedNodesFrame",null),_e(a,"needToProcess",!1),_e(a,"checkEdgesEventsFrame",null),_e(a,"nodePrograms",{}),_e(a,"nodeHoverPrograms",{}),_e(a,"edgePrograms",{}),a.settings=Ate(o),Am(a.settings),Ete(n),!(r instanceof HTMLElement))throw new Error("Sigma: container should be an html element.");a.graph=n,a.container=r,a.createWebGLContext("edges",{picking:o.enableEdgeEvents}),a.createCanvasContext("edgeLabels"),a.createWebGLContext("nodes",{picking:!0}),a.createCanvasContext("labels"),a.createCanvasContext("hovers"),a.createWebGLContext("hoverNodes"),a.createCanvasContext("mouse",{style:{touchAction:"none",userSelect:"none"}}),a.resize();for(var s in a.settings.nodeProgramClasses)a.registerNodeProgram(s,a.settings.nodeProgramClasses[s],a.settings.nodeHoverProgramClasses[s]);for(var l in a.settings.edgeProgramClasses)a.registerEdgeProgram(l,a.settings.edgeProgramClasses[l]);return a.camera=new PN,a.bindCameraHandlers(),a.mouseCaptor=new Ote(a.elements.mouse,a),a.mouseCaptor.setSettings(a.settings),a.touchCaptor=new Lte(a.elements.mouse,a),a.touchCaptor.setSettings(a.settings),a.bindEventHandlers(),a.bindGraphHandlers(),a.handleSettingsUpdate(),a.refresh(),a}return $n(t,e),fn(t,[{key:"registerNodeProgram",value:function(r,a,o){return this.nodePrograms[r]&&this.nodePrograms[r].kill(),this.nodeHoverPrograms[r]&&this.nodeHoverPrograms[r].kill(),this.nodePrograms[r]=new a(this.webGLContexts.nodes,this.frameBuffers.nodes,this),this.nodeHoverPrograms[r]=new(o||a)(this.webGLContexts.hoverNodes,null,this),this}},{key:"registerEdgeProgram",value:function(r,a){return this.edgePrograms[r]&&this.edgePrograms[r].kill(),this.edgePrograms[r]=new a(this.webGLContexts.edges,this.frameBuffers.edges,this),this}},{key:"unregisterNodeProgram",value:function(r){if(this.nodePrograms[r]){var a=this.nodePrograms,o=a[r],s=Rm(a,[r].map(hc));o.kill(),this.nodePrograms=s}if(this.nodeHoverPrograms[r]){var l=this.nodeHoverPrograms,u=l[r],d=Rm(l,[r].map(hc));u.kill(),this.nodePrograms=d}return this}},{key:"unregisterEdgeProgram",value:function(r){if(this.edgePrograms[r]){var a=this.edgePrograms,o=a[r],s=Rm(a,[r].map(hc));o.kill(),this.edgePrograms=s}return this}},{key:"resetWebGLTexture",value:function(r){var a=this.webGLContexts[r],o=this.frameBuffers[r],s=this.textures[r];s&&a.deleteTexture(s);var l=a.createTexture();return a.bindFramebuffer(a.FRAMEBUFFER,o),a.bindTexture(a.TEXTURE_2D,l),a.texImage2D(a.TEXTURE_2D,0,a.RGBA,this.width,this.height,0,a.RGBA,a.UNSIGNED_BYTE,null),a.framebufferTexture2D(a.FRAMEBUFFER,a.COLOR_ATTACHMENT0,a.TEXTURE_2D,l,0),this.textures[r]=l,this}},{key:"bindCameraHandlers",value:function(){var r=this;return this.activeListeners.camera=function(){r.scheduleRender()},this.camera.on("updated",this.activeListeners.camera),this}},{key:"unbindCameraHandlers",value:function(){return this.camera.removeListener("updated",this.activeListeners.camera),this}},{key:"getNodeAtPosition",value:function(r){var a=r.x,o=r.y,s=SN(this.webGLContexts.nodes,this.frameBuffers.nodes,a,o,this.pixelRatio,this.pickingDownSizingRatio),l=vN.apply(void 0,FN(s)),u=this.itemIDsIndex[l];return u&&u.type==="node"?u.id:null}},{key:"bindEventHandlers",value:function(){var r=this;this.activeListeners.handleResize=function(){r.scheduleRefresh()},window.addEventListener("resize",this.activeListeners.handleResize),this.activeListeners.handleMove=function(o){var s=ic(o),l={event:s,preventSigmaDefault:function(){s.preventSigmaDefault()}},u=r.getNodeAtPosition(s);if(u&&r.hoveredNode!==u&&!r.nodeDataCache[u].hidden){r.hoveredNode&&r.emit("leaveNode",Ue(Ue({},l),{},{node:r.hoveredNode})),r.hoveredNode=u,r.emit("enterNode",Ue(Ue({},l),{},{node:u})),r.scheduleHighlightedNodesRender();return}if(r.hoveredNode&&r.getNodeAtPosition(s)!==r.hoveredNode){var d=r.hoveredNode;r.hoveredNode=null,r.emit("leaveNode",Ue(Ue({},l),{},{node:d})),r.scheduleHighlightedNodesRender();return}if(r.settings.enableEdgeEvents){var f=r.hoveredNode?null:r.getEdgeAtPoint(l.event.x,l.event.y);f!==r.hoveredEdge&&(r.hoveredEdge&&r.emit("leaveEdge",Ue(Ue({},l),{},{edge:r.hoveredEdge})),f&&r.emit("enterEdge",Ue(Ue({},l),{},{edge:f})),r.hoveredEdge=f)}},this.activeListeners.handleMoveBody=function(o){var s=ic(o);r.emit("moveBody",{event:s,preventSigmaDefault:function(){s.preventSigmaDefault()}})},this.activeListeners.handleLeave=function(o){var s=ic(o),l={event:s,preventSigmaDefault:function(){s.preventSigmaDefault()}};r.hoveredNode&&(r.emit("leaveNode",Ue(Ue({},l),{},{node:r.hoveredNode})),r.scheduleHighlightedNodesRender()),r.settings.enableEdgeEvents&&r.hoveredEdge&&(r.emit("leaveEdge",Ue(Ue({},l),{},{edge:r.hoveredEdge})),r.scheduleHighlightedNodesRender()),r.emit("leaveStage",Ue({},l))},this.activeListeners.handleEnter=function(o){var s=ic(o),l={event:s,preventSigmaDefault:function(){s.preventSigmaDefault()}};r.emit("enterStage",Ue({},l))};var a=function(s){return function(l){var u=ic(l),d={event:u,preventSigmaDefault:function(){u.preventSigmaDefault()}},f=r.getNodeAtPosition(u);if(f)return r.emit("".concat(s,"Node"),Ue(Ue({},d),{},{node:f}));if(r.settings.enableEdgeEvents){var g=r.getEdgeAtPoint(u.x,u.y);if(g)return r.emit("".concat(s,"Edge"),Ue(Ue({},d),{},{edge:g}))}return r.emit("".concat(s,"Stage"),d)}};return this.activeListeners.handleClick=a("click"),this.activeListeners.handleRightClick=a("rightClick"),this.activeListeners.handleDoubleClick=a("doubleClick"),this.activeListeners.handleWheel=a("wheel"),this.activeListeners.handleDown=a("down"),this.activeListeners.handleUp=a("up"),this.mouseCaptor.on("mousemove",this.activeListeners.handleMove),this.mouseCaptor.on("mousemovebody",this.activeListeners.handleMoveBody),this.mouseCaptor.on("click",this.activeListeners.handleClick),this.mouseCaptor.on("rightClick",this.activeListeners.handleRightClick),this.mouseCaptor.on("doubleClick",this.activeListeners.handleDoubleClick),this.mouseCaptor.on("wheel",this.activeListeners.handleWheel),this.mouseCaptor.on("mousedown",this.activeListeners.handleDown),this.mouseCaptor.on("mouseup",this.activeListeners.handleUp),this.mouseCaptor.on("mouseleave",this.activeListeners.handleLeave),this.mouseCaptor.on("mouseenter",this.activeListeners.handleEnter),this.touchCaptor.on("touchdown",this.activeListeners.handleDown),this.touchCaptor.on("touchdown",this.activeListeners.handleMove),this.touchCaptor.on("touchup",this.activeListeners.handleUp),this.touchCaptor.on("touchmove",this.activeListeners.handleMove),this.touchCaptor.on("tap",this.activeListeners.handleClick),this.touchCaptor.on("doubletap",this.activeListeners.handleDoubleClick),this.touchCaptor.on("touchmove",this.activeListeners.handleMoveBody),this}},{key:"bindGraphHandlers",value:function(){var r=this,a=this.graph,o=new Set(["x","y","zIndex","type"]);return this.activeListeners.eachNodeAttributesUpdatedGraphUpdate=function(s){var l,u=(l=s.hints)===null||l===void 0?void 0:l.attributes;r.graph.forEachNode(function(f){return r.updateNode(f)});var d=!u||u.some(function(f){return o.has(f)});r.refresh({partialGraph:{nodes:a.nodes()},skipIndexation:!d,schedule:!0})},this.activeListeners.eachEdgeAttributesUpdatedGraphUpdate=function(s){var l,u=(l=s.hints)===null||l===void 0?void 0:l.attributes;r.graph.forEachEdge(function(f){return r.updateEdge(f)});var d=u&&["zIndex","type"].some(function(f){return u==null?void 0:u.includes(f)});r.refresh({partialGraph:{edges:a.edges()},skipIndexation:!d,schedule:!0})},this.activeListeners.addNodeGraphUpdate=function(s){var l=s.key;r.addNode(l),r.refresh({partialGraph:{nodes:[l]},skipIndexation:!1,schedule:!0})},this.activeListeners.updateNodeGraphUpdate=function(s){var l=s.key;r.refresh({partialGraph:{nodes:[l]},skipIndexation:!1,schedule:!0})},this.activeListeners.dropNodeGraphUpdate=function(s){var l=s.key;r.removeNode(l),r.refresh({schedule:!0})},this.activeListeners.addEdgeGraphUpdate=function(s){var l=s.key;r.addEdge(l),r.refresh({partialGraph:{edges:[l]},schedule:!0})},this.activeListeners.updateEdgeGraphUpdate=function(s){var l=s.key;r.refresh({partialGraph:{edges:[l]},skipIndexation:!1,schedule:!0})},this.activeListeners.dropEdgeGraphUpdate=function(s){var l=s.key;r.removeEdge(l),r.refresh({schedule:!0})},this.activeListeners.clearEdgesGraphUpdate=function(){r.clearEdgeState(),r.clearEdgeIndices(),r.refresh({schedule:!0})},this.activeListeners.clearGraphUpdate=function(){r.clearEdgeState(),r.clearNodeState(),r.clearEdgeIndices(),r.clearNodeIndices(),r.refresh({schedule:!0})},a.on("nodeAdded",this.activeListeners.addNodeGraphUpdate),a.on("nodeDropped",this.activeListeners.dropNodeGraphUpdate),a.on("nodeAttributesUpdated",this.activeListeners.updateNodeGraphUpdate),a.on("eachNodeAttributesUpdated",this.activeListeners.eachNodeAttributesUpdatedGraphUpdate),a.on("edgeAdded",this.activeListeners.addEdgeGraphUpdate),a.on("edgeDropped",this.activeListeners.dropEdgeGraphUpdate),a.on("edgeAttributesUpdated",this.activeListeners.updateEdgeGraphUpdate),a.on("eachEdgeAttributesUpdated",this.activeListeners.eachEdgeAttributesUpdatedGraphUpdate),a.on("edgesCleared",this.activeListeners.clearEdgesGraphUpdate),a.on("cleared",this.activeListeners.clearGraphUpdate),this}},{key:"unbindGraphHandlers",value:function(){var r=this.graph;r.removeListener("nodeAdded",this.activeListeners.addNodeGraphUpdate),r.removeListener("nodeDropped",this.activeListeners.dropNodeGraphUpdate),r.removeListener("nodeAttributesUpdated",this.activeListeners.updateNodeGraphUpdate),r.removeListener("eachNodeAttributesUpdated",this.activeListeners.eachNodeAttributesUpdatedGraphUpdate),r.removeListener("edgeAdded",this.activeListeners.addEdgeGraphUpdate),r.removeListener("edgeDropped",this.activeListeners.dropEdgeGraphUpdate),r.removeListener("edgeAttributesUpdated",this.activeListeners.updateEdgeGraphUpdate),r.removeListener("eachEdgeAttributesUpdated",this.activeListeners.eachEdgeAttributesUpdatedGraphUpdate),r.removeListener("edgesCleared",this.activeListeners.clearEdgesGraphUpdate),r.removeListener("cleared",this.activeListeners.clearGraphUpdate)}},{key:"getEdgeAtPoint",value:function(r,a){var o=SN(this.webGLContexts.edges,this.frameBuffers.edges,r,a,this.pixelRatio,this.pickingDownSizingRatio),s=vN.apply(void 0,FN(o)),l=this.itemIDsIndex[s];return l&&l.type==="edge"?l.id:null}},{key:"process",value:function(){var r=this;this.emit("beforeProcess");var a=this.graph,o=this.settings,s=this.getDimensions();if(this.nodeExtent=wte(this.graph),!this.settings.autoRescale){var l=s.width,u=s.height,d=this.nodeExtent,f=d.x,g=d.y;this.nodeExtent={x:[(f[0]+f[1])/2-l/2,(f[0]+f[1])/2+l/2],y:[(g[0]+g[1])/2-u/2,(g[0]+g[1])/2+u/2]}}this.normalizationFunction=LN(this.customBBox||this.nodeExtent);var m=new PN,b=oc(m.getState(),s,this.getGraphDimensions(),this.getStagePadding());this.labelGrid.resizeAndClear(s,o.labelGridCellSize);for(var y={},v={},x={},T={},k=1,R=a.nodes(),O=0,N=R.length;O<N;O++){var C=R[O],_=this.nodeDataCache[C],M=a.getNodeAttributes(C);_.x=M.x,_.y=M.y,this.normalizationFunction.applyTo(_),typeof _.label=="string"&&!_.hidden&&this.labelGrid.add(C,_.size,this.framedGraphToViewport(_,{matrix:b})),y[_.type]=(y[_.type]||0)+1}this.labelGrid.organize();for(var D in this.nodePrograms){if(!Pa.call(this.nodePrograms,D))throw new Error('Sigma: could not find a suitable program for node type "'.concat(D,'"!'));this.nodePrograms[D].reallocate(y[D]||0),y[D]=0}this.settings.zIndex&&this.nodeZExtent[0]!==this.nodeZExtent[1]&&(R=DN(this.nodeZExtent,function(Q){return r.nodeDataCache[Q].zIndex},R));for(var I=0,U=R.length;I<U;I++){var $=R[I];v[$]=k,T[v[$]]={type:"node",id:$},k++;var B=this.nodeDataCache[$];this.addNodeToProgram($,v[$],y[B.type]++)}for(var W={},K=a.edges(),G=0,H=K.length;G<H;G++){var F=K[G],Y=this.edgeDataCache[F];W[Y.type]=(W[Y.type]||0)+1}this.settings.zIndex&&this.edgeZExtent[0]!==this.edgeZExtent[1]&&(K=DN(this.edgeZExtent,function(Q){return r.edgeDataCache[Q].zIndex},K));for(var L in this.edgePrograms){if(!Pa.call(this.edgePrograms,L))throw new Error('Sigma: could not find a suitable program for edge type "'.concat(L,'"!'));this.edgePrograms[L].reallocate(W[L]||0),W[L]=0}for(var V=0,j=K.length;V<j;V++){var P=K[V];x[P]=k,T[x[P]]={type:"edge",id:P},k++;var Z=this.edgeDataCache[P];this.addEdgeToProgram(P,x[P],W[Z.type]++)}return this.itemIDsIndex=T,this.nodeIndices=v,this.edgeIndices=x,this.emit("afterProcess"),this}},{key:"handleSettingsUpdate",value:function(r){var a=this,o=this.settings;if(this.camera.minRatio=o.minCameraRatio,this.camera.maxRatio=o.maxCameraRatio,this.camera.enabledZooming=o.enableCameraZooming,this.camera.enabledPanning=o.enableCameraPanning,this.camera.enabledRotation=o.enableCameraRotation,o.cameraPanBoundaries?this.camera.clean=function(f){return a.cleanCameraState(f,o.cameraPanBoundaries&&Kk(o.cameraPanBoundaries)==="object"?o.cameraPanBoundaries:{})}:this.camera.clean=null,this.camera.setState(this.camera.validateState(this.camera.getState())),r){if(r.edgeProgramClasses!==o.edgeProgramClasses){for(var s in o.edgeProgramClasses)o.edgeProgramClasses[s]!==r.edgeProgramClasses[s]&&this.registerEdgeProgram(s,o.edgeProgramClasses[s]);for(var l in r.edgeProgramClasses)o.edgeProgramClasses[l]||this.unregisterEdgeProgram(l)}if(r.nodeProgramClasses!==o.nodeProgramClasses||r.nodeHoverProgramClasses!==o.nodeHoverProgramClasses){for(var u in o.nodeProgramClasses)(o.nodeProgramClasses[u]!==r.nodeProgramClasses[u]||o.nodeHoverProgramClasses[u]!==r.nodeHoverProgramClasses[u])&&this.registerNodeProgram(u,o.nodeProgramClasses[u],o.nodeHoverProgramClasses[u]);for(var d in r.nodeProgramClasses)o.nodeProgramClasses[d]||this.unregisterNodeProgram(d)}}return this.mouseCaptor.setSettings(this.settings),this.touchCaptor.setSettings(this.settings),this}},{key:"cleanCameraState",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},o=a.tolerance,s=o===void 0?0:o,l=a.boundaries,u=Ue({},r),d=l||this.nodeExtent,f=Fs(d.x,2),g=f[0],m=f[1],b=Fs(d.y,2),y=b[0],v=b[1],x=[this.graphToViewport({x:g,y},{cameraState:r}),this.graphToViewport({x:m,y},{cameraState:r}),this.graphToViewport({x:g,y:v},{cameraState:r}),this.graphToViewport({x:m,y:v},{cameraState:r})],T=1/0,k=-1/0,R=1/0,O=-1/0;x.forEach(function(W){var K=W.x,G=W.y;T=Math.min(T,K),k=Math.max(k,K),R=Math.min(R,G),O=Math.max(O,G)});var N=k-T,C=O-R,_=this.getDimensions(),M=_.width,D=_.height,I=0,U=0;if(N>=M?k<M-s?I=k-(M-s):T>s&&(I=T-s):k>M+s?I=k-(M+s):T<-s&&(I=T+s),C>=D?O<D-s?U=O-(D-s):R>s&&(U=R-s):O>D+s?U=O-(D+s):R<-s&&(U=R+s),I||U){var $=this.viewportToFramedGraph({x:0,y:0},{cameraState:r}),B=this.viewportToFramedGraph({x:I,y:U},{cameraState:r});I=B.x-$.x,U=B.y-$.y,u.x+=I,u.y+=U}return u}},{key:"renderLabels",value:function(){if(!this.settings.renderLabels)return this;var r=this.camera.getState(),a=this.labelGrid.getLabelsToDisplay(r.ratio,this.settings.labelDensity);MN(a,this.nodesWithForcedLabels),this.displayedNodeLabels=new Set;for(var o=this.canvasContexts.labels,s=0,l=a.length;s<l;s++){var u=a[s],d=this.nodeDataCache[u];if(!this.displayedNodeLabels.has(u)&&!d.hidden){var f=this.framedGraphToViewport(d),g=f.x,m=f.y,b=this.scaleSize(d.size);if(!(!d.forceLabel&&b<this.settings.labelRenderedSizeThreshold)&&!(g<-150||g>this.width+jte||m<-50||m>this.height+Ute)){this.displayedNodeLabels.add(u);var y=this.settings.defaultDrawNodeLabel,v=this.nodePrograms[d.type],x=(v==null?void 0:v.drawLabel)||y;x(o,Ue(Ue({key:u},d),{},{size:b,x:g,y:m}),this.settings)}}}return this}},{key:"renderEdgeLabels",value:function(){if(!this.settings.renderEdgeLabels)return this;var r=this.canvasContexts.edgeLabels;r.clearRect(0,0,this.width,this.height);var a=Bte({graph:this.graph,hoveredNode:this.hoveredNode,displayedNodeLabels:this.displayedNodeLabels,highlightedNodes:this.highlightedNodes});MN(a,this.edgesWithForcedLabels);for(var o=new Set,s=0,l=a.length;s<l;s++){var u=a[s],d=this.graph.extremities(u),f=this.nodeDataCache[d[0]],g=this.nodeDataCache[d[1]],m=this.edgeDataCache[u];if(!o.has(u)&&!(m.hidden||f.hidden||g.hidden)){var b=this.settings.defaultDrawEdgeLabel,y=this.edgePrograms[m.type],v=(y==null?void 0:y.drawLabel)||b;v(r,Ue(Ue({key:u},m),{},{size:this.scaleSize(m.size)}),Ue(Ue(Ue({key:d[0]},f),this.framedGraphToViewport(f)),{},{size:this.scaleSize(f.size)}),Ue(Ue(Ue({key:d[1]},g),this.framedGraphToViewport(g)),{},{size:this.scaleSize(g.size)}),this.settings),o.add(u)}}return this.displayedEdgeLabels=o,this}},{key:"renderHighlightedNodes",value:function(){var r=this,a=this.canvasContexts.hovers;a.clearRect(0,0,this.width,this.height);var o=function(b){var y=r.nodeDataCache[b],v=r.framedGraphToViewport(y),x=v.x,T=v.y,k=r.scaleSize(y.size),R=r.settings.defaultDrawNodeHover,O=r.nodePrograms[y.type],N=(O==null?void 0:O.drawHover)||R;N(a,Ue(Ue({key:b},y),{},{size:k,x,y:T}),r.settings)},s=[];this.hoveredNode&&!this.nodeDataCache[this.hoveredNode].hidden&&s.push(this.hoveredNode),this.highlightedNodes.forEach(function(m){m!==r.hoveredNode&&s.push(m)}),s.forEach(function(m){return o(m)});var l={};s.forEach(function(m){var b=r.nodeDataCache[m].type;l[b]=(l[b]||0)+1});for(var u in this.nodeHoverPrograms)this.nodeHoverPrograms[u].reallocate(l[u]||0),l[u]=0;s.forEach(function(m){var b=r.nodeDataCache[m];r.nodeHoverPrograms[b.type].process(0,l[b.type]++,b)}),this.webGLContexts.hoverNodes.clear(this.webGLContexts.hoverNodes.COLOR_BUFFER_BIT);var d=this.getRenderParams();for(var f in this.nodeHoverPrograms){var g=this.nodeHoverPrograms[f];g.render(d)}}},{key:"scheduleHighlightedNodesRender",value:function(){var r=this;this.renderHighlightedNodesFrame||this.renderFrame||(this.renderHighlightedNodesFrame=requestAnimationFrame(function(){r.renderHighlightedNodesFrame=null,r.renderHighlightedNodes(),r.renderEdgeLabels()}))}},{key:"render",value:function(){var r=this;this.emit("beforeRender");var a=function(){return r.emit("afterRender"),r};if(this.renderFrame&&(cancelAnimationFrame(this.renderFrame),this.renderFrame=null),this.resize(),this.needToProcess&&this.process(),this.needToProcess=!1,this.clear(),this.pickingLayers.forEach(function(x){return r.resetWebGLTexture(x)}),!this.graph.order)return a();var o=this.mouseCaptor,s=this.camera.isAnimated()||o.isMoving||o.draggedEvents||o.currentWheelDirection,l=this.camera.getState(),u=this.getDimensions(),d=this.getGraphDimensions(),f=this.getStagePadding();this.matrix=oc(l,u,d,f),this.invMatrix=oc(l,u,d,f,!0),this.correctionRatio=Ste(this.matrix,l,u),this.graphToViewportRatio=this.getGraphToViewportRatio();var g=this.getRenderParams();for(var m in this.nodePrograms){var b=this.nodePrograms[m];b.render(g)}if(!this.settings.hideEdgesOnMove||!s)for(var y in this.edgePrograms){var v=this.edgePrograms[y];v.render(g)}return this.settings.hideLabelsOnMove&&s||(this.renderLabels(),this.renderEdgeLabels(),this.renderHighlightedNodes()),a()}},{key:"addNode",value:function(r){var a=Object.assign({},this.graph.getNodeAttributes(r));this.settings.nodeReducer&&(a=this.settings.nodeReducer(r,a));var o=Gte(this.settings,r,a);this.nodeDataCache[r]=o,this.nodesWithForcedLabels.delete(r),o.forceLabel&&!o.hidden&&this.nodesWithForcedLabels.add(r),this.highlightedNodes.delete(r),o.highlighted&&!o.hidden&&this.highlightedNodes.add(r),this.settings.zIndex&&(o.zIndex<this.nodeZExtent[0]&&(this.nodeZExtent[0]=o.zIndex),o.zIndex>this.nodeZExtent[1]&&(this.nodeZExtent[1]=o.zIndex))}},{key:"updateNode",value:function(r){this.addNode(r);var a=this.nodeDataCache[r];this.normalizationFunction.applyTo(a)}},{key:"removeNode",value:function(r){delete this.nodeDataCache[r],delete this.nodeProgramIndex[r],this.highlightedNodes.delete(r),this.hoveredNode===r&&(this.hoveredNode=null),this.nodesWithForcedLabels.delete(r)}},{key:"addEdge",value:function(r){var a=Object.assign({},this.graph.getEdgeAttributes(r));this.settings.edgeReducer&&(a=this.settings.edgeReducer(r,a));var o=Hte(this.settings,r,a);this.edgeDataCache[r]=o,this.edgesWithForcedLabels.delete(r),o.forceLabel&&!o.hidden&&this.edgesWithForcedLabels.add(r),this.settings.zIndex&&(o.zIndex<this.edgeZExtent[0]&&(this.edgeZExtent[0]=o.zIndex),o.zIndex>this.edgeZExtent[1]&&(this.edgeZExtent[1]=o.zIndex))}},{key:"updateEdge",value:function(r){this.addEdge(r)}},{key:"removeEdge",value:function(r){delete this.edgeDataCache[r],delete this.edgeProgramIndex[r],this.hoveredEdge===r&&(this.hoveredEdge=null),this.edgesWithForcedLabels.delete(r)}},{key:"clearNodeIndices",value:function(){this.labelGrid=new BN,this.nodeExtent={x:[0,1],y:[0,1]},this.nodeDataCache={},this.edgeProgramIndex={},this.nodesWithForcedLabels=new Set,this.nodeZExtent=[1/0,-1/0]}},{key:"clearEdgeIndices",value:function(){this.edgeDataCache={},this.edgeProgramIndex={},this.edgesWithForcedLabels=new Set,this.edgeZExtent=[1/0,-1/0]}},{key:"clearIndices",value:function(){this.clearEdgeIndices(),this.clearNodeIndices()}},{key:"clearNodeState",value:function(){this.displayedNodeLabels=new Set,this.highlightedNodes=new Set,this.hoveredNode=null}},{key:"clearEdgeState",value:function(){this.displayedEdgeLabels=new Set,this.highlightedNodes=new Set,this.hoveredEdge=null}},{key:"clearState",value:function(){this.clearEdgeState(),this.clearNodeState()}},{key:"addNodeToProgram",value:function(r,a,o){var s=this.nodeDataCache[r],l=this.nodePrograms[s.type];if(!l)throw new Error('Sigma: could not find a suitable program for node type "'.concat(s.type,'"!'));l.process(a,o,s),this.nodeProgramIndex[r]=o}},{key:"addEdgeToProgram",value:function(r,a,o){var s=this.edgeDataCache[r],l=this.edgePrograms[s.type];if(!l)throw new Error('Sigma: could not find a suitable program for edge type "'.concat(s.type,'"!'));var u=this.graph.extremities(r),d=this.nodeDataCache[u[0]],f=this.nodeDataCache[u[1]];l.process(a,o,d,f,s),this.edgeProgramIndex[r]=o}},{key:"getRenderParams",value:function(){return{matrix:this.matrix,invMatrix:this.invMatrix,width:this.width,height:this.height,pixelRatio:this.pixelRatio,zoomRatio:this.camera.ratio,cameraAngle:this.camera.angle,sizeRatio:1/this.scaleSize(),correctionRatio:this.correctionRatio,downSizingRatio:this.pickingDownSizingRatio,minEdgeThickness:this.settings.minEdgeThickness,antiAliasingFeather:this.settings.antiAliasingFeather}}},{key:"getStagePadding",value:function(){var r=this.settings,a=r.stagePadding,o=r.autoRescale;return o&&a||0}},{key:"createLayer",value:function(r,a){var o=arguments.length>2&&arguments[2]!==void 0?arguments[2]:{};if(this.elements[r])throw new Error('Sigma: a layer named "'.concat(r,'" already exists'));var s=xte(a,{position:"absolute"},{class:"sigma-".concat(r)});return o.style&&Object.assign(s.style,o.style),this.elements[r]=s,"beforeLayer"in o&&o.beforeLayer?this.elements[o.beforeLayer].before(s):"afterLayer"in o&&o.afterLayer?this.elements[o.afterLayer].after(s):this.container.appendChild(s),s}},{key:"createCanvas",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{};return this.createLayer(r,"canvas",a)}},{key:"createCanvasContext",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},o=this.createCanvas(r,a),s={preserveDrawingBuffer:!1,antialias:!1};return this.canvasContexts[r]=o.getContext("2d",s),this}},{key:"createWebGLContext",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},o=(a==null?void 0:a.canvas)||this.createCanvas(r,a);a.hidden&&o.remove();var s=Ue({preserveDrawingBuffer:!1,antialias:!1},a),l;l=o.getContext("webgl2",s),l||(l=o.getContext("webgl",s)),l||(l=o.getContext("experimental-webgl",s));var u=l;if(this.webGLContexts[r]=u,u.blendFunc(u.ONE,u.ONE_MINUS_SRC_ALPHA),a.picking){this.pickingLayers.add(r);var d=u.createFramebuffer();if(!d)throw new Error("Sigma: cannot create a new frame buffer for layer ".concat(r));this.frameBuffers[r]=d}return u}},{key:"killLayer",value:function(r){var a=this.elements[r];if(!a)throw new Error("Sigma: cannot kill layer ".concat(r,", which does not exist"));if(this.webGLContexts[r]){var o,s=this.webGLContexts[r];(o=s.getExtension("WEBGL_lose_context"))===null||o===void 0||o.loseContext(),delete this.webGLContexts[r]}else this.canvasContexts[r]&&delete this.canvasContexts[r];return a.remove(),delete this.elements[r],this}},{key:"getCamera",value:function(){return this.camera}},{key:"setCamera",value:function(r){this.unbindCameraHandlers(),this.camera=r,this.bindCameraHandlers()}},{key:"getContainer",value:function(){return this.container}},{key:"getGraph",value:function(){return this.graph}},{key:"setGraph",value:function(r){r!==this.graph&&(this.hoveredNode&&!r.hasNode(this.hoveredNode)&&(this.hoveredNode=null),this.hoveredEdge&&!r.hasEdge(this.hoveredEdge)&&(this.hoveredEdge=null),this.unbindGraphHandlers(),this.checkEdgesEventsFrame!==null&&(cancelAnimationFrame(this.checkEdgesEventsFrame),this.checkEdgesEventsFrame=null),this.graph=r,this.bindGraphHandlers(),this.refresh())}},{key:"getMouseCaptor",value:function(){return this.mouseCaptor}},{key:"getTouchCaptor",value:function(){return this.touchCaptor}},{key:"getDimensions",value:function(){return{width:this.width,height:this.height}}},{key:"getGraphDimensions",value:function(){var r=this.customBBox||this.nodeExtent;return{width:r.x[1]-r.x[0]||1,height:r.y[1]-r.y[0]||1}}},{key:"getNodeDisplayData",value:function(r){var a=this.nodeDataCache[r];return a?Object.assign({},a):void 0}},{key:"getEdgeDisplayData",value:function(r){var a=this.edgeDataCache[r];return a?Object.assign({},a):void 0}},{key:"getNodeDisplayedLabels",value:function(){return new Set(this.displayedNodeLabels)}},{key:"getEdgeDisplayedLabels",value:function(){return new Set(this.displayedEdgeLabels)}},{key:"getSettings",value:function(){return Ue({},this.settings)}},{key:"getSetting",value:function(r){return this.settings[r]}},{key:"setSetting",value:function(r,a){var o=Ue({},this.settings);return this.settings[r]=a,Am(this.settings),this.handleSettingsUpdate(o),this.scheduleRefresh(),this}},{key:"updateSetting",value:function(r,a){return this.setSetting(r,a(this.settings[r])),this}},{key:"setSettings",value:function(r){var a=Ue({},this.settings);return this.settings=Ue(Ue({},this.settings),r),Am(this.settings),this.handleSettingsUpdate(a),this.scheduleRefresh(),this}},{key:"resize",value:function(r){var a=this.width,o=this.height;if(this.width=this.container.offsetWidth,this.height=this.container.offsetHeight,this.pixelRatio=IN(),this.width===0)if(this.settings.allowInvalidContainer)this.width=1;else throw new Error("Sigma: Container has no width. You can set the allowInvalidContainer setting to true to stop seeing this error.");if(this.height===0)if(this.settings.allowInvalidContainer)this.height=1;else throw new Error("Sigma: Container has no height. You can set the allowInvalidContainer setting to true to stop seeing this error.");if(!r&&a===this.width&&o===this.height)return this;for(var s in this.elements){var l=this.elements[s];l.style.width=this.width+"px",l.style.height=this.height+"px"}for(var u in this.canvasContexts)this.elements[u].setAttribute("width",this.width*this.pixelRatio+"px"),this.elements[u].setAttribute("height",this.height*this.pixelRatio+"px"),this.pixelRatio!==1&&this.canvasContexts[u].scale(this.pixelRatio,this.pixelRatio);for(var d in this.webGLContexts){this.elements[d].setAttribute("width",this.width*this.pixelRatio+"px"),this.elements[d].setAttribute("height",this.height*this.pixelRatio+"px");var f=this.webGLContexts[d];if(f.viewport(0,0,this.width*this.pixelRatio,this.height*this.pixelRatio),this.pickingLayers.has(d)){var g=this.textures[d];g&&f.deleteTexture(g)}}return this.emit("resize"),this}},{key:"clear",value:function(){return this.emit("beforeClear"),this.webGLContexts.nodes.bindFramebuffer(WebGLRenderingContext.FRAMEBUFFER,null),this.webGLContexts.nodes.clear(WebGLRenderingContext.COLOR_BUFFER_BIT),this.webGLContexts.edges.bindFramebuffer(WebGLRenderingContext.FRAMEBUFFER,null),this.webGLContexts.edges.clear(WebGLRenderingContext.COLOR_BUFFER_BIT),this.webGLContexts.hoverNodes.clear(WebGLRenderingContext.COLOR_BUFFER_BIT),this.canvasContexts.labels.clearRect(0,0,this.width,this.height),this.canvasContexts.hovers.clearRect(0,0,this.width,this.height),this.canvasContexts.edgeLabels.clearRect(0,0,this.width,this.height),this.emit("afterClear"),this}},{key:"refresh",value:function(r){var a=this,o=(r==null?void 0:r.skipIndexation)!==void 0?r==null?void 0:r.skipIndexation:!1,s=(r==null?void 0:r.schedule)!==void 0?r.schedule:!1,l=!r||!r.partialGraph;if(l)this.clearEdgeIndices(),this.clearNodeIndices(),this.graph.forEachNode(function(O){return a.addNode(O)}),this.graph.forEachEdge(function(O){return a.addEdge(O)});else{for(var u,d,f=((u=r.partialGraph)===null||u===void 0?void 0:u.nodes)||[],g=0,m=(f==null?void 0:f.length)||0;g<m;g++){var b=f[g];if(this.updateNode(b),o){var y=this.nodeProgramIndex[b];if(y===void 0)throw new Error('Sigma: node "'.concat(b,`" can't be repaint`));this.addNodeToProgram(b,this.nodeIndices[b],y)}}for(var v=(r==null||(d=r.partialGraph)===null||d===void 0?void 0:d.edges)||[],x=0,T=v.length;x<T;x++){var k=v[x];if(this.updateEdge(k),o){var R=this.edgeProgramIndex[k];if(R===void 0)throw new Error('Sigma: edge "'.concat(k,`" can't be repaint`));this.addEdgeToProgram(k,this.edgeIndices[k],R)}}}return(l||!o)&&(this.needToProcess=!0),s?this.scheduleRender():this.render(),this}},{key:"scheduleRender",value:function(){var r=this;return this.renderFrame||(this.renderFrame=requestAnimationFrame(function(){r.render()})),this}},{key:"scheduleRefresh",value:function(r){return this.refresh(Ue(Ue({},r),{},{schedule:!0}))}},{key:"getViewportZoomedState",value:function(r,a){var o=this.camera.getState(),s=o.ratio,l=o.angle,u=o.x,d=o.y,f=this.settings,g=f.minCameraRatio,m=f.maxCameraRatio;typeof m=="number"&&(a=Math.min(a,m)),typeof g=="number"&&(a=Math.max(a,g));var b=a/s,y={x:this.width/2,y:this.height/2},v=this.viewportToFramedGraph(r),x=this.viewportToFramedGraph(y);return{angle:l,x:(v.x-x.x)*(1-b)+u,y:(v.y-x.y)*(1-b)+d,ratio:a}}},{key:"viewRectangle",value:function(){var r=this.viewportToFramedGraph({x:0,y:0}),a=this.viewportToFramedGraph({x:this.width,y:0}),o=this.viewportToFramedGraph({x:0,y:this.height});return{x1:r.x,y1:r.y,x2:a.x,y2:a.y,height:a.y-o.y}}},{key:"framedGraphToViewport",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},o=!!a.cameraState||!!a.viewportDimensions||!!a.graphDimensions,s=a.matrix?a.matrix:o?oc(a.cameraState||this.camera.getState(),a.viewportDimensions||this.getDimensions(),a.graphDimensions||this.getGraphDimensions(),a.padding||this.getStagePadding()):this.matrix,l=Yk(s,r);return{x:(1+l.x)*this.width/2,y:(1-l.y)*this.height/2}}},{key:"viewportToFramedGraph",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},o=!!a.cameraState||!!a.viewportDimensions||!a.graphDimensions,s=a.matrix?a.matrix:o?oc(a.cameraState||this.camera.getState(),a.viewportDimensions||this.getDimensions(),a.graphDimensions||this.getGraphDimensions(),a.padding||this.getStagePadding(),!0):this.invMatrix,l=Yk(s,{x:r.x/this.width*2-1,y:1-r.y/this.height*2});return isNaN(l.x)&&(l.x=0),isNaN(l.y)&&(l.y=0),l}},{key:"viewportToGraph",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{};return this.normalizationFunction.inverse(this.viewportToFramedGraph(r,a))}},{key:"graphToViewport",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{};return this.framedGraphToViewport(this.normalizationFunction(r),a)}},{key:"getGraphToViewportRatio",value:function(){var r={x:0,y:0},a={x:1,y:1},o=Math.sqrt(Math.pow(r.x-a.x,2)+Math.pow(r.y-a.y,2)),s=this.graphToViewport(r),l=this.graphToViewport(a),u=Math.sqrt(Math.pow(s.x-l.x,2)+Math.pow(s.y-l.y,2));return u/o}},{key:"getBBox",value:function(){return this.nodeExtent}},{key:"getCustomBBox",value:function(){return this.customBBox}},{key:"setCustomBBox",value:function(r){return this.customBBox=r,this.scheduleRender(),this}},{key:"kill",value:function(){this.emit("kill"),this.removeAllListeners(),this.unbindCameraHandlers(),window.removeEventListener("resize",this.activeListeners.handleResize),this.mouseCaptor.kill(),this.touchCaptor.kill(),this.unbindGraphHandlers(),this.clearIndices(),this.clearState(),this.nodeDataCache={},this.edgeDataCache={},this.highlightedNodes.clear(),this.renderFrame&&(cancelAnimationFrame(this.renderFrame),this.renderFrame=null),this.renderHighlightedNodesFrame&&(cancelAnimationFrame(this.renderHighlightedNodesFrame),this.renderHighlightedNodesFrame=null);for(var r=this.container;r.firstChild;)r.removeChild(r.firstChild);this.canvasContexts={},this.webGLContexts={},this.elements={};for(var a in this.nodePrograms)this.nodePrograms[a].kill();for(var o in this.nodeHoverPrograms)this.nodeHoverPrograms[o].kill();for(var s in this.edgePrograms)this.edgePrograms[s].kill();this.nodePrograms={},this.nodeHoverPrograms={},this.edgePrograms={};for(var l in this.elements)this.killLayer(l)}},{key:"scaleSize",value:function(){var r=arguments.length>0&&arguments[0]!==void 0?arguments[0]:1,a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:this.camera.ratio;return r/this.settings.zoomToSizeRatioFunction(a)*(this.getSetting("itemSizesReference")==="positions"?a*this.graphToViewportRatio:1)}},{key:"getCanvases",value:function(){var r={};for(var a in this.elements)this.elements[a]instanceof HTMLCanvasElement&&(r[a]=this.elements[a]);return r}}])}(IT);const Y4=E.createContext(null),qte=Y4.Provider;function LT(){const e=E.useContext(Y4);if(e==null)throw new Error("No context provided: useSigmaContext() can only be used in a descendant of <SigmaContainer>");return e}function Ar(){return LT().sigma}function K4(){const{sigma:e}=LT();return E.useCallback(t=>{e&&Object.keys(t).forEach(n=>{e.setSetting(n,t[n])})},[e])}function kf(e){return new Set(Object.keys(e))}const jN=kf({clickNode:!0,rightClickNode:!0,downNode:!0,enterNode:!0,leaveNode:!0,doubleClickNode:!0,wheelNode:!0,clickEdge:!0,rightClickEdge:!0,downEdge:!0,enterEdge:!0,leaveEdge:!0,doubleClickEdge:!0,wheelEdge:!0,clickStage:!0,rightClickStage:!0,downStage:!0,doubleClickStage:!0,wheelStage:!0,beforeRender:!0,afterRender:!0,kill:!0,upStage:!0,upEdge:!0,upNode:!0,enterStage:!0,leaveStage:!0,resize:!0,afterClear:!0,afterProcess:!0,beforeClear:!0,beforeProcess:!0,moveBody:!0}),UN=kf({click:!0,rightClick:!0,doubleClick:!0,mouseup:!0,mousedown:!0,mousemove:!0,mousemovebody:!0,mouseleave:!0,mouseenter:!0,wheel:!0}),GN=kf({touchup:!0,touchdown:!0,touchmove:!0,touchmovebody:!0,tap:!0,doubletap:!0}),HN=kf({updated:!0});function X4(){const e=Ar(),t=K4(),[n,r]=E.useState({});return E.useEffect(()=>{if(!e||!n)return;const a=n,o=Object.keys(a);return o.forEach(s=>{const l=a[s];jN.has(s)&&e.on(s,l),UN.has(s)&&e.getMouseCaptor().on(s,l),GN.has(s)&&e.getTouchCaptor().on(s,l),HN.has(s)&&e.getCamera().on(s,l)}),()=>{e&&o.forEach(s=>{const l=a[s];jN.has(s)&&e.off(s,l),UN.has(s)&&e.getMouseCaptor().off(s,l),GN.has(s)&&e.getTouchCaptor().off(s,l),HN.has(s)&&e.getCamera().off(s,l)})}},[e,n,t]),r}function nu(e,t){if(e===t)return!0;if(typeof e=="object"&&e!=null&&typeof t=="object"&&t!=null){if(Object.keys(e).length!=Object.keys(t).length)return!1;for(const n in e)if(!Object.hasOwn(t,n)||!nu(e[n],t[n]))return!1;return!0}return!1}function Z4(e){const t=Ar(),[n,r]=E.useState(e||{});E.useEffect(()=>{r(d=>nu(d,e||{})?d:e||{})},[e]);const a=E.useCallback(d=>{t.getCamera().animatedZoom(Object.assign(Object.assign({},n),d))},[t,n]),o=E.useCallback(d=>{t.getCamera().animatedUnzoom(Object.assign(Object.assign({},n),d))},[t,n]),s=E.useCallback(d=>{t.getCamera().animatedReset(Object.assign(Object.assign({},n),d))},[t,n]),l=E.useCallback((d,f)=>{t.getCamera().animate(d,Object.assign(Object.assign({},n),f))},[t,n]),u=E.useCallback((d,f)=>{const g=t.getNodeDisplayData(d);g?t.getCamera().animate(g,Object.assign(Object.assign({},n),f)):console.warn(`Node ${d} not found`)},[t,n]);return{zoomIn:a,zoomOut:o,reset:s,goto:l,gotoNode:u}}function Vte(e){const t=LT(),[n,r]=E.useState(!1),[a,o]=E.useState(t.container),s=E.useCallback(()=>r(l=>!l),[]);return E.useEffect(()=>(document.addEventListener("fullscreenchange",s),()=>document.removeEventListener("fullscreenchange",s)),[s]),E.useEffect(()=>{o(t.container)},[e,t.container]),{toggle:E.useCallback(()=>{var l;l=a,document.fullscreenElement!==l?l.requestFullscreen():document.exitFullscreen&&document.exitFullscreen()},[a]),isFullScreen:n}}const Wte=E.forwardRef(({graph:e,id:t,className:n,style:r,settings:a={},children:o},s)=>{const l=E.useRef(null),u=E.useRef(null),d={className:`react-sigma ${n||""}`,id:t,style:r},[f,g]=E.useState(null),[m,b]=E.useState(a);E.useEffect(()=>{b(x=>nu(x,a)?x:a)},[a]),E.useEffect(()=>{g(x=>{let T=null;if(u.current!==null){let k=new _t;e&&(k=typeof e=="function"?new e:e);let R=null;x&&(R=x.getCamera().getState(),x.kill()),T=new $te(k,u.current,m),R&&T.getCamera().setState(R)}return T})},[u,e,m]),E.useImperativeHandle(s,()=>f,[f]);const y=E.useMemo(()=>f&&l.current?{sigma:f,container:l.current}:null,[f,l]),v=y!==null?Ee.createElement(qte,{value:y},o):null;return Ee.createElement("div",Object.assign({},d,{ref:l}),Ee.createElement("div",{className:"sigma-container",ref:u}),v)});var Yte=`
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A node must have a numeric 'x' and 'y' attribute."))})}function Cte(e,t,n){var r=document.createElement(e);if(t)for(var a in t)r.style[a]=t[a];if(n)for(var o in n)r.setAttribute(o,n[o]);return r}function DN(){return typeof window.devicePixelRatio<"u"?window.devicePixelRatio:1}function LN(e,t,n){return n.sort(function(r,a){var o=t(r)||0,s=t(a)||0;return o<s?-1:o>s?1:0})}function MN(e){var t=Fs(e.x,2),n=t[0],r=t[1],a=Fs(e.y,2),o=a[0],s=a[1],l=Math.max(r-n,s-o),u=(r+n)/2,d=(s+o)/2;(l===0||Math.abs(l)===1/0||isNaN(l))&&(l=1),isNaN(u)&&(u=0),isNaN(d)&&(d=0);var f=function(m){return{x:.5+(m.x-u)/l,y:.5+(m.y-d)/l}};return f.applyTo=function(g){g.x=.5+(g.x-u)/l,g.y=.5+(g.y-d)/l},f.inverse=function(g){return{x:u+l*(g.x-.5),y:d+l*(g.y-.5)}},f.ratio=l,f}function K0(e){"@babel/helpers - typeof";return K0=typeof Symbol=="function"&&typeof Symbol.iterator=="symbol"?function(t){return typeof t}:function(t){return t&&typeof Symbol=="function"&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t},K0(e)}function PN(e,t){var n=t.size;if(n!==0){var r=e.length;e.length+=n;var a=0;t.forEach(function(o){e[r+a]=o,a++})}}function Tm(e){e=e||{};for(var t=0,n=arguments.length<=1?0:arguments.length-1;t<n;t++){var r=t+1<1||arguments.length<=t+1?void 0:arguments[t+1];r&&Object.assign(e,r)}return e}var LT={hideEdgesOnMove:!1,hideLabelsOnMove:!1,renderLabels:!0,renderEdgeLabels:!1,enableEdgeEvents:!1,defaultNodeColor:"#999",defaultNodeType:"circle",defaultEdgeColor:"#ccc",defaultEdgeType:"line",labelFont:"Arial",labelSize:14,labelWeight:"normal",labelColor:{color:"#000"},edgeLabelFont:"Arial",edgeLabelSize:14,edgeLabelWeight:"normal",edgeLabelColor:{attribute:"color"},stagePadding:30,defaultDrawEdgeLabel:Vee,defaultDrawNodeLabel:P4,defaultDrawNodeHover:Wee,minEdgeThickness:1.7,antiAliasingFeather:1,dragTimeout:100,draggedEventsTolerance:3,inertiaDuration:200,inertiaRatio:3,zoomDuration:250,zoomingRatio:1.7,doubleClickTimeout:300,doubleClickZoomingRatio:2.2,doubleClickZoomingDuration:200,tapMoveTolerance:10,zoomToSizeRatioFunction:Math.sqrt,itemSizesReference:"screen",autoRescale:!0,autoCenter:!0,labelDensity:1,labelGridCellSize:100,labelRenderedSizeThreshold:6,nodeReducer:null,edgeReducer:null,zIndex:!1,minCameraRatio:null,maxCameraRatio:null,enableCameraZooming:!0,enableCameraPanning:!0,enableCameraRotation:!0,cameraPanBoundaries:null,allowInvalidContainer:!1,nodeProgramClasses:{},nodeHoverProgramClasses:{},edgeProgramClasses:{}},_te={circle:tu},Nte={arrow:U4,line:gte};function Am(e){if(typeof e.labelDensity!="number"||e.labelDensity<0)throw new Error("Settings: invalid `labelDensity`. Expecting a positive number.");var t=e.minCameraRatio,n=e.maxCameraRatio;if(typeof t=="number"&&typeof n=="number"&&n<t)throw new Error("Settings: invalid camera ratio boundaries. Expecting `maxCameraRatio` to be greater than `minCameraRatio`.")}function Ote(e){var t=Tm({},LT,e);return t.nodeProgramClasses=Tm({},_te,t.nodeProgramClasses),t.edgeProgramClasses=Tm({},Nte,t.edgeProgramClasses),t}var Dd=1.5,FN=function(e){function t(){var n;return pn(this,t),n=$n(this,t),_e(n,"x",.5),_e(n,"y",.5),_e(n,"angle",0),_e(n,"ratio",1),_e(n,"minRatio",null),_e(n,"maxRatio",null),_e(n,"enabledZooming",!0),_e(n,"enabledPanning",!0),_e(n,"enabledRotation",!0),_e(n,"clean",null),_e(n,"nextFrame",null),_e(n,"previousState",null),_e(n,"enabled",!0),n.previousState=n.getState(),n}return qn(t,e),fn(t,[{key:"enable",value:function(){return this.enabled=!0,this}},{key:"disable",value:function(){return this.enabled=!1,this}},{key:"getState",value:function(){return{x:this.x,y:this.y,angle:this.angle,ratio:this.ratio}}},{key:"hasState",value:function(r){return this.x===r.x&&this.y===r.y&&this.ratio===r.ratio&&this.angle===r.angle}},{key:"getPreviousState",value:function(){var r=this.previousState;return r?{x:r.x,y:r.y,angle:r.angle,ratio:r.ratio}:null}},{key:"getBoundedRatio",value:function(r){var a=r;return typeof this.minRatio=="number"&&(a=Math.max(a,this.minRatio)),typeof this.maxRatio=="number"&&(a=Math.min(a,this.maxRatio)),a}},{key:"validateState",value:function(r){var a={};return this.enabledPanning&&typeof r.x=="number"&&(a.x=r.x),this.enabledPanning&&typeof r.y=="number"&&(a.y=r.y),this.enabledZooming&&typeof r.ratio=="number"&&(a.ratio=this.getBoundedRatio(r.ratio)),this.enabledRotation&&typeof r.angle=="number"&&(a.angle=r.angle),this.clean?this.clean(Ue(Ue({},this.getState()),a)):a}},{key:"isAnimated",value:function(){return!!this.nextFrame}},{key:"setState",value:function(r){if(!this.enabled)return this;this.previousState=this.getState();var a=this.validateState(r);return typeof a.x=="number"&&(this.x=a.x),typeof a.y=="number"&&(this.y=a.y),typeof a.ratio=="number"&&(this.ratio=a.ratio),typeof a.angle=="number"&&(this.angle=a.angle),this.hasState(this.previousState)||this.emit("updated",this.getState()),this}},{key:"updateState",value:function(r){return this.setState(r(this.getState())),this}},{key:"animate",value:function(r){var a=this,o=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},s=arguments.length>2?arguments[2]:void 0;if(!s)return new Promise(function(b){return a.animate(r,o,b)});if(this.enabled){var l=Ue(Ue({},$4),o),u=this.validateState(r),d=typeof l.easing=="function"?l.easing:H4[l.easing],f=Date.now(),g=this.getState(),m=function(){var y=(Date.now()-f)/l.duration;if(y>=1){a.nextFrame=null,a.setState(u),a.animationCallback&&(a.animationCallback.call(null),a.animationCallback=void 0);return}var v=d(y),x={};typeof u.x=="number"&&(x.x=g.x+(u.x-g.x)*v),typeof u.y=="number"&&(x.y=g.y+(u.y-g.y)*v),a.enabledRotation&&typeof u.angle=="number"&&(x.angle=g.angle+(u.angle-g.angle)*v),typeof u.ratio=="number"&&(x.ratio=g.ratio+(u.ratio-g.ratio)*v),a.setState(x),a.nextFrame=requestAnimationFrame(m)};this.nextFrame?(cancelAnimationFrame(this.nextFrame),this.animationCallback&&this.animationCallback.call(null),this.nextFrame=requestAnimationFrame(m)):m(),this.animationCallback=s}}},{key:"animatedZoom",value:function(r){return r?typeof r=="number"?this.animate({ratio:this.ratio/r}):this.animate({ratio:this.ratio/(r.factor||Dd)},r):this.animate({ratio:this.ratio/Dd})}},{key:"animatedUnzoom",value:function(r){return r?typeof r=="number"?this.animate({ratio:this.ratio*r}):this.animate({ratio:this.ratio*(r.factor||Dd)},r):this.animate({ratio:this.ratio*Dd})}},{key:"animatedReset",value:function(r){return this.animate({x:.5,y:.5,ratio:1,angle:0},r)}},{key:"copy",value:function(){return t.from(this.getState())}}],[{key:"from",value:function(r){var a=new t;return a.setState(r)}}])}(DT);function zr(e,t){var n=t.getBoundingClientRect();return{x:e.clientX-n.left,y:e.clientY-n.top}}function Ma(e,t){var n=Ue(Ue({},zr(e,t)),{},{sigmaDefaultPrevented:!1,preventSigmaDefault:function(){n.sigmaDefaultPrevented=!0},original:e});return n}function uc(e){var t="x"in e?e:Ue(Ue({},e.touches[0]||e.previousTouches[0]),{},{original:e.original,sigmaDefaultPrevented:e.sigmaDefaultPrevented,preventSigmaDefault:function(){e.sigmaDefaultPrevented=!0,t.sigmaDefaultPrevented=!0}});return t}function Ite(e,t){return Ue(Ue({},Ma(e,t)),{},{delta:V4(e)})}var Dte=2;function rp(e){for(var t=[],n=0,r=Math.min(e.length,Dte);n<r;n++)t.push(e[n]);return t}function dc(e,t,n){var r={touches:rp(e.touches).map(function(a){return zr(a,n)}),previousTouches:t.map(function(a){return zr(a,n)}),sigmaDefaultPrevented:!1,preventSigmaDefault:function(){r.sigmaDefaultPrevented=!0},original:e};return r}function V4(e){if(typeof e.deltaY<"u")return e.deltaY*-3/360;if(typeof e.detail<"u")return e.detail/-9;throw new Error("Captor: could not extract delta from event.")}var W4=function(e){function t(n,r){var a;return pn(this,t),a=$n(this,t),a.container=n,a.renderer=r,a}return qn(t,e),fn(t)}(DT),Lte=["doubleClickTimeout","doubleClickZoomingDuration","doubleClickZoomingRatio","dragTimeout","draggedEventsTolerance","inertiaDuration","inertiaRatio","zoomDuration","zoomingRatio"],Mte=Lte.reduce(function(e,t){return Ue(Ue({},e),{},_e({},t,LT[t]))},{}),Pte=function(e){function t(n,r){var a;return pn(this,t),a=$n(this,t,[n,r]),_e(a,"enabled",!0),_e(a,"draggedEvents",0),_e(a,"downStartTime",null),_e(a,"lastMouseX",null),_e(a,"lastMouseY",null),_e(a,"isMouseDown",!1),_e(a,"isMoving",!1),_e(a,"movingTimeout",null),_e(a,"startCameraState",null),_e(a,"clicks",0),_e(a,"doubleClickTimeout",null),_e(a,"currentWheelDirection",0),_e(a,"settings",Mte),a.handleClick=a.handleClick.bind(a),a.handleRightClick=a.handleRightClick.bind(a),a.handleDown=a.handleDown.bind(a),a.handleUp=a.handleUp.bind(a),a.handleMove=a.handleMove.bind(a),a.handleWheel=a.handleWheel.bind(a),a.handleLeave=a.handleLeave.bind(a),a.handleEnter=a.handleEnter.bind(a),n.addEventListener("click",a.handleClick,{capture:!1}),n.addEventListener("contextmenu",a.handleRightClick,{capture:!1}),n.addEventListener("mousedown",a.handleDown,{capture:!1}),n.addEventListener("wheel",a.handleWheel,{capture:!1}),n.addEventListener("mouseleave",a.handleLeave,{capture:!1}),n.addEventListener("mouseenter",a.handleEnter,{capture:!1}),document.addEventListener("mousemove",a.handleMove,{capture:!1}),document.addEventListener("mouseup",a.handleUp,{capture:!1}),a}return qn(t,e),fn(t,[{key:"kill",value:function(){var r=this.container;r.removeEventListener("click",this.handleClick),r.removeEventListener("contextmenu",this.handleRightClick),r.removeEventListener("mousedown",this.handleDown),r.removeEventListener("wheel",this.handleWheel),r.removeEventListener("mouseleave",this.handleLeave),r.removeEventListener("mouseenter",this.handleEnter),document.removeEventListener("mousemove",this.handleMove),document.removeEventListener("mouseup",this.handleUp)}},{key:"handleClick",value:function(r){var a=this;if(this.enabled){if(this.clicks++,this.clicks===2)return this.clicks=0,typeof this.doubleClickTimeout=="number"&&(clearTimeout(this.doubleClickTimeout),this.doubleClickTimeout=null),this.handleDoubleClick(r);setTimeout(function(){a.clicks=0,a.doubleClickTimeout=null},this.settings.doubleClickTimeout),this.draggedEvents<this.settings.draggedEventsTolerance&&this.emit("click",Ma(r,this.container))}}},{key:"handleRightClick",value:function(r){this.enabled&&this.emit("rightClick",Ma(r,this.container))}},{key:"handleDoubleClick",value:function(r){if(this.enabled){r.preventDefault(),r.stopPropagation();var a=Ma(r,this.container);if(this.emit("doubleClick",a),!a.sigmaDefaultPrevented){var o=this.renderer.getCamera(),s=o.getBoundedRatio(o.getState().ratio/this.settings.doubleClickZoomingRatio);o.animate(this.renderer.getViewportZoomedState(zr(r,this.container),s),{easing:"quadraticInOut",duration:this.settings.doubleClickZoomingDuration})}}}},{key:"handleDown",value:function(r){if(this.enabled){if(r.button===0){this.startCameraState=this.renderer.getCamera().getState();var a=zr(r,this.container),o=a.x,s=a.y;this.lastMouseX=o,this.lastMouseY=s,this.draggedEvents=0,this.downStartTime=Date.now(),this.isMouseDown=!0}this.emit("mousedown",Ma(r,this.container))}}},{key:"handleUp",value:function(r){var a=this;if(!(!this.enabled||!this.isMouseDown)){var o=this.renderer.getCamera();this.isMouseDown=!1,typeof this.movingTimeout=="number"&&(clearTimeout(this.movingTimeout),this.movingTimeout=null);var s=zr(r,this.container),l=s.x,u=s.y,d=o.getState(),f=o.getPreviousState()||{x:0,y:0};this.isMoving?o.animate({x:d.x+this.settings.inertiaRatio*(d.x-f.x),y:d.y+this.settings.inertiaRatio*(d.y-f.y)},{duration:this.settings.inertiaDuration,easing:"quadraticOut"}):(this.lastMouseX!==l||this.lastMouseY!==u)&&o.setState({x:d.x,y:d.y}),this.isMoving=!1,setTimeout(function(){var g=a.draggedEvents>0;a.draggedEvents=0,g&&a.renderer.getSetting("hideEdgesOnMove")&&a.renderer.refresh()},0),this.emit("mouseup",Ma(r,this.container))}}},{key:"handleMove",value:function(r){var a=this;if(this.enabled){var o=Ma(r,this.container);if(this.emit("mousemovebody",o),(r.target===this.container||r.composedPath()[0]===this.container)&&this.emit("mousemove",o),!o.sigmaDefaultPrevented&&this.isMouseDown){this.isMoving=!0,this.draggedEvents++,typeof this.movingTimeout=="number"&&clearTimeout(this.movingTimeout),this.movingTimeout=window.setTimeout(function(){a.movingTimeout=null,a.isMoving=!1},this.settings.dragTimeout);var s=this.renderer.getCamera(),l=zr(r,this.container),u=l.x,d=l.y,f=this.renderer.viewportToFramedGraph({x:this.lastMouseX,y:this.lastMouseY}),g=this.renderer.viewportToFramedGraph({x:u,y:d}),m=f.x-g.x,b=f.y-g.y,y=s.getState(),v=y.x+m,x=y.y+b;s.setState({x:v,y:x}),this.lastMouseX=u,this.lastMouseY=d,r.preventDefault(),r.stopPropagation()}}}},{key:"handleLeave",value:function(r){this.emit("mouseleave",Ma(r,this.container))}},{key:"handleEnter",value:function(r){this.emit("mouseenter",Ma(r,this.container))}},{key:"handleWheel",value:function(r){var a=this,o=this.renderer.getCamera();if(!(!this.enabled||!o.enabledZooming)){var s=V4(r);if(s){var l=Ite(r,this.container);if(this.emit("wheel",l),l.sigmaDefaultPrevented){r.preventDefault(),r.stopPropagation();return}var u=o.getState().ratio,d=s>0?1/this.settings.zoomingRatio:this.settings.zoomingRatio,f=o.getBoundedRatio(u*d),g=s>0?1:-1,m=Date.now();u!==f&&(r.preventDefault(),r.stopPropagation(),!(this.currentWheelDirection===g&&this.lastWheelTriggerTime&&m-this.lastWheelTriggerTime<this.settings.zoomDuration/5)&&(o.animate(this.renderer.getViewportZoomedState(zr(r,this.container),f),{easing:"quadraticOut",duration:this.settings.zoomDuration},function(){a.currentWheelDirection=0}),this.currentWheelDirection=g,this.lastWheelTriggerTime=m))}}}},{key:"setSettings",value:function(r){this.settings=r}}])}(W4),Fte=["dragTimeout","inertiaDuration","inertiaRatio","doubleClickTimeout","doubleClickZoomingRatio","doubleClickZoomingDuration","tapMoveTolerance"],zte=Fte.reduce(function(e,t){return Ue(Ue({},e),{},_e({},t,LT[t]))},{}),Bte=function(e){function t(n,r){var a;return pn(this,t),a=$n(this,t,[n,r]),_e(a,"enabled",!0),_e(a,"isMoving",!1),_e(a,"hasMoved",!1),_e(a,"touchMode",0),_e(a,"startTouchesPositions",[]),_e(a,"lastTouches",[]),_e(a,"lastTap",null),_e(a,"settings",zte),a.handleStart=a.handleStart.bind(a),a.handleLeave=a.handleLeave.bind(a),a.handleMove=a.handleMove.bind(a),n.addEventListener("touchstart",a.handleStart,{capture:!1}),n.addEventListener("touchcancel",a.handleLeave,{capture:!1}),document.addEventListener("touchend",a.handleLeave,{capture:!1,passive:!1}),document.addEventListener("touchmove",a.handleMove,{capture:!1,passive:!1}),a}return qn(t,e),fn(t,[{key:"kill",value:function(){var r=this.container;r.removeEventListener("touchstart",this.handleStart),r.removeEventListener("touchcancel",this.handleLeave),document.removeEventListener("touchend",this.handleLeave),document.removeEventListener("touchmove",this.handleMove)}},{key:"getDimensions",value:function(){return{width:this.container.offsetWidth,height:this.container.offsetHeight}}},{key:"handleStart",value:function(r){var a=this;if(this.enabled){r.preventDefault();var o=rp(r.touches);if(this.touchMode=o.length,this.startCameraState=this.renderer.getCamera().getState(),this.startTouchesPositions=o.map(function(b){return zr(b,a.container)}),this.touchMode===2){var s=Fs(this.startTouchesPositions,2),l=s[0],u=l.x,d=l.y,f=s[1],g=f.x,m=f.y;this.startTouchesAngle=Math.atan2(m-d,g-u),this.startTouchesDistance=Math.sqrt(Math.pow(g-u,2)+Math.pow(m-d,2))}this.emit("touchdown",dc(r,this.lastTouches,this.container)),this.lastTouches=o,this.lastTouchesPositions=this.startTouchesPositions}}},{key:"handleLeave",value:function(r){if(!(!this.enabled||!this.startTouchesPositions.length)){switch(r.cancelable&&r.preventDefault(),this.movingTimeout&&(this.isMoving=!1,clearTimeout(this.movingTimeout)),this.touchMode){case 2:if(r.touches.length===1){this.handleStart(r),r.preventDefault();break}case 1:if(this.isMoving){var a=this.renderer.getCamera(),o=a.getState(),s=a.getPreviousState()||{x:0,y:0};a.animate({x:o.x+this.settings.inertiaRatio*(o.x-s.x),y:o.y+this.settings.inertiaRatio*(o.y-s.y)},{duration:this.settings.inertiaDuration,easing:"quadraticOut"})}this.hasMoved=!1,this.isMoving=!1,this.touchMode=0;break}if(this.emit("touchup",dc(r,this.lastTouches,this.container)),!r.touches.length){var l=zr(this.lastTouches[0],this.container),u=this.startTouchesPositions[0],d=Math.pow(l.x-u.x,2)+Math.pow(l.y-u.y,2);if(!r.touches.length&&d<Math.pow(this.settings.tapMoveTolerance,2))if(this.lastTap&&Date.now()-this.lastTap.time<this.settings.doubleClickTimeout){var f=dc(r,this.lastTouches,this.container);if(this.emit("doubletap",f),this.lastTap=null,!f.sigmaDefaultPrevented){var g=this.renderer.getCamera(),m=g.getBoundedRatio(g.getState().ratio/this.settings.doubleClickZoomingRatio);g.animate(this.renderer.getViewportZoomedState(l,m),{easing:"quadraticInOut",duration:this.settings.doubleClickZoomingDuration})}}else{var b=dc(r,this.lastTouches,this.container);this.emit("tap",b),this.lastTap={time:Date.now(),position:b.touches[0]||b.previousTouches[0]}}}this.lastTouches=rp(r.touches),this.startTouchesPositions=[]}}},{key:"handleMove",value:function(r){var a=this;if(!(!this.enabled||!this.startTouchesPositions.length)){r.preventDefault();var o=rp(r.touches),s=o.map(function(V){return zr(V,a.container)}),l=this.lastTouches;this.lastTouches=o,this.lastTouchesPositions=s;var u=dc(r,l,this.container);if(this.emit("touchmove",u),!u.sigmaDefaultPrevented&&(this.hasMoved||(this.hasMoved=s.some(function(V,j){var P=a.startTouchesPositions[j];return P&&(V.x!==P.x||V.y!==P.y)})),!!this.hasMoved)){this.isMoving=!0,this.movingTimeout&&clearTimeout(this.movingTimeout),this.movingTimeout=window.setTimeout(function(){a.isMoving=!1},this.settings.dragTimeout);var d=this.renderer.getCamera(),f=this.startCameraState,g=this.renderer.getSetting("stagePadding");switch(this.touchMode){case 1:{var m=this.renderer.viewportToFramedGraph((this.startTouchesPositions||[])[0]),b=m.x,y=m.y,v=this.renderer.viewportToFramedGraph(s[0]),x=v.x,T=v.y;d.setState({x:f.x+b-x,y:f.y+y-T});break}case 2:{var k={x:.5,y:.5,angle:0,ratio:1},R=s[0],O=R.x,_=R.y,C=s[1],N=C.x,L=C.y,D=Math.atan2(L-_,N-O)-this.startTouchesAngle,I=Math.hypot(L-_,N-O)/this.startTouchesDistance,U=d.getBoundedRatio(f.ratio/I);k.ratio=U,k.angle=f.angle+D;var $=this.getDimensions(),B=this.renderer.viewportToFramedGraph((this.startTouchesPositions||[])[0],{cameraState:f}),W=Math.min($.width,$.height)-2*g,K=W/$.width,G=W/$.height,H=U/W,F=O-W/2/K,Y=_-W/2/G,M=[F*Math.cos(-k.angle)-Y*Math.sin(-k.angle),Y*Math.cos(-k.angle)+F*Math.sin(-k.angle)];F=M[0],Y=M[1],k.x=B.x-F*H,k.y=B.y+Y*H,d.setState(k);break}}}}}},{key:"setSettings",value:function(r){this.settings=r}}])}(W4);function jte(e){if(Array.isArray(e))return V0(e)}function Ute(e){if(typeof Symbol<"u"&&e[Symbol.iterator]!=null||e["@@iterator"]!=null)return Array.from(e)}function Gte(){throw new TypeError(`Invalid attempt to spread non-iterable instance.
+In order to be iterable, non-array objects must have a [Symbol.iterator]() method.`)}function zN(e){return jte(e)||Ute(e)||R4(e)||Gte()}function Hte(e,t){if(e==null)return{};var n={};for(var r in e)if({}.hasOwnProperty.call(e,r)){if(t.includes(r))continue;n[r]=e[r]}return n}function Rm(e,t){if(e==null)return{};var n,r,a=Hte(e,t);if(Object.getOwnPropertySymbols){var o=Object.getOwnPropertySymbols(e);for(r=0;r<o.length;r++)n=o[r],t.includes(n)||{}.propertyIsEnumerable.call(e,n)&&(a[n]=e[n])}return a}var BN=function(){function e(t,n){pn(this,e),this.key=t,this.size=n}return fn(e,null,[{key:"compare",value:function(n,r){return n.size>r.size?-1:n.size<r.size||n.key>r.key?1:-1}}])}(),jN=function(){function e(){pn(this,e),_e(this,"width",0),_e(this,"height",0),_e(this,"cellSize",0),_e(this,"columns",0),_e(this,"rows",0),_e(this,"cells",{})}return fn(e,[{key:"resizeAndClear",value:function(n,r){this.width=n.width,this.height=n.height,this.cellSize=r,this.columns=Math.ceil(n.width/r),this.rows=Math.ceil(n.height/r),this.cells={}}},{key:"getIndex",value:function(n){var r=Math.floor(n.x/this.cellSize),a=Math.floor(n.y/this.cellSize);return a*this.columns+r}},{key:"add",value:function(n,r,a){var o=new BN(n,r),s=this.getIndex(a),l=this.cells[s];l||(l=[],this.cells[s]=l),l.push(o)}},{key:"organize",value:function(){for(var n in this.cells){var r=this.cells[n];r.sort(BN.compare)}}},{key:"getLabelsToDisplay",value:function(n,r){var a=this.cellSize*this.cellSize,o=a/n/n,s=o*r/a,l=Math.ceil(s),u=[];for(var d in this.cells)for(var f=this.cells[d],g=0;g<Math.min(l,f.length);g++)u.push(f[g].key);return u}}])}();function $te(e){var t=e.graph,n=e.hoveredNode,r=e.highlightedNodes,a=e.displayedNodeLabels,o=[];return t.forEachEdge(function(s,l,u,d){(u===n||d===n||r.has(u)||r.has(d)||a.has(u)&&a.has(d))&&o.push(s)}),o}var qte=150,Vte=50,Pa=Object.prototype.hasOwnProperty;function Wte(e,t,n){if(!Pa.call(n,"x")||!Pa.call(n,"y"))throw new Error('Sigma: could not find a valid position (x, y) for node "'.concat(t,'". All your nodes must have a number "x" and "y". Maybe your forgot to apply a layout or your "nodeReducer" is not returning the correct data?'));return n.color||(n.color=e.defaultNodeColor),!n.label&&n.label!==""&&(n.label=null),n.label!==void 0&&n.label!==null?n.label=""+n.label:n.label=null,n.size||(n.size=2),Pa.call(n,"hidden")||(n.hidden=!1),Pa.call(n,"highlighted")||(n.highlighted=!1),Pa.call(n,"forceLabel")||(n.forceLabel=!1),(!n.type||n.type==="")&&(n.type=e.defaultNodeType),n.zIndex||(n.zIndex=0),n}function Yte(e,t,n){return n.color||(n.color=e.defaultEdgeColor),n.label||(n.label=""),n.size||(n.size=.5),Pa.call(n,"hidden")||(n.hidden=!1),Pa.call(n,"forceLabel")||(n.forceLabel=!1),(!n.type||n.type==="")&&(n.type=e.defaultEdgeType),n.zIndex||(n.zIndex=0),n}var Kte=function(e){function t(n,r){var a,o=arguments.length>2&&arguments[2]!==void 0?arguments[2]:{};if(pn(this,t),a=$n(this,t),_e(a,"elements",{}),_e(a,"canvasContexts",{}),_e(a,"webGLContexts",{}),_e(a,"pickingLayers",new Set),_e(a,"textures",{}),_e(a,"frameBuffers",{}),_e(a,"activeListeners",{}),_e(a,"labelGrid",new jN),_e(a,"nodeDataCache",{}),_e(a,"edgeDataCache",{}),_e(a,"nodeProgramIndex",{}),_e(a,"edgeProgramIndex",{}),_e(a,"nodesWithForcedLabels",new Set),_e(a,"edgesWithForcedLabels",new Set),_e(a,"nodeExtent",{x:[0,1],y:[0,1]}),_e(a,"nodeZExtent",[1/0,-1/0]),_e(a,"edgeZExtent",[1/0,-1/0]),_e(a,"matrix",Fr()),_e(a,"invMatrix",Fr()),_e(a,"correctionRatio",1),_e(a,"customBBox",null),_e(a,"normalizationFunction",MN({x:[0,1],y:[0,1]})),_e(a,"graphToViewportRatio",1),_e(a,"itemIDsIndex",{}),_e(a,"nodeIndices",{}),_e(a,"edgeIndices",{}),_e(a,"width",0),_e(a,"height",0),_e(a,"pixelRatio",DN()),_e(a,"pickingDownSizingRatio",2*a.pixelRatio),_e(a,"displayedNodeLabels",new Set),_e(a,"displayedEdgeLabels",new Set),_e(a,"highlightedNodes",new Set),_e(a,"hoveredNode",null),_e(a,"hoveredEdge",null),_e(a,"renderFrame",null),_e(a,"renderHighlightedNodesFrame",null),_e(a,"needToProcess",!1),_e(a,"checkEdgesEventsFrame",null),_e(a,"nodePrograms",{}),_e(a,"nodeHoverPrograms",{}),_e(a,"edgePrograms",{}),a.settings=Ote(o),Am(a.settings),Rte(n),!(r instanceof HTMLElement))throw new Error("Sigma: container should be an html element.");a.graph=n,a.container=r,a.createWebGLContext("edges",{picking:o.enableEdgeEvents}),a.createCanvasContext("edgeLabels"),a.createWebGLContext("nodes",{picking:!0}),a.createCanvasContext("labels"),a.createCanvasContext("hovers"),a.createWebGLContext("hoverNodes"),a.createCanvasContext("mouse",{style:{touchAction:"none",userSelect:"none"}}),a.resize();for(var s in a.settings.nodeProgramClasses)a.registerNodeProgram(s,a.settings.nodeProgramClasses[s],a.settings.nodeHoverProgramClasses[s]);for(var l in a.settings.edgeProgramClasses)a.registerEdgeProgram(l,a.settings.edgeProgramClasses[l]);return a.camera=new FN,a.bindCameraHandlers(),a.mouseCaptor=new Pte(a.elements.mouse,a),a.mouseCaptor.setSettings(a.settings),a.touchCaptor=new Bte(a.elements.mouse,a),a.touchCaptor.setSettings(a.settings),a.bindEventHandlers(),a.bindGraphHandlers(),a.handleSettingsUpdate(),a.refresh(),a}return qn(t,e),fn(t,[{key:"registerNodeProgram",value:function(r,a,o){return this.nodePrograms[r]&&this.nodePrograms[r].kill(),this.nodeHoverPrograms[r]&&this.nodeHoverPrograms[r].kill(),this.nodePrograms[r]=new a(this.webGLContexts.nodes,this.frameBuffers.nodes,this),this.nodeHoverPrograms[r]=new(o||a)(this.webGLContexts.hoverNodes,null,this),this}},{key:"registerEdgeProgram",value:function(r,a){return this.edgePrograms[r]&&this.edgePrograms[r].kill(),this.edgePrograms[r]=new a(this.webGLContexts.edges,this.frameBuffers.edges,this),this}},{key:"unregisterNodeProgram",value:function(r){if(this.nodePrograms[r]){var a=this.nodePrograms,o=a[r],s=Rm(a,[r].map(vc));o.kill(),this.nodePrograms=s}if(this.nodeHoverPrograms[r]){var l=this.nodeHoverPrograms,u=l[r],d=Rm(l,[r].map(vc));u.kill(),this.nodePrograms=d}return this}},{key:"unregisterEdgeProgram",value:function(r){if(this.edgePrograms[r]){var a=this.edgePrograms,o=a[r],s=Rm(a,[r].map(vc));o.kill(),this.edgePrograms=s}return this}},{key:"resetWebGLTexture",value:function(r){var a=this.webGLContexts[r],o=this.frameBuffers[r],s=this.textures[r];s&&a.deleteTexture(s);var l=a.createTexture();return a.bindFramebuffer(a.FRAMEBUFFER,o),a.bindTexture(a.TEXTURE_2D,l),a.texImage2D(a.TEXTURE_2D,0,a.RGBA,this.width,this.height,0,a.RGBA,a.UNSIGNED_BYTE,null),a.framebufferTexture2D(a.FRAMEBUFFER,a.COLOR_ATTACHMENT0,a.TEXTURE_2D,l,0),this.textures[r]=l,this}},{key:"bindCameraHandlers",value:function(){var r=this;return this.activeListeners.camera=function(){r.scheduleRender()},this.camera.on("updated",this.activeListeners.camera),this}},{key:"unbindCameraHandlers",value:function(){return this.camera.removeListener("updated",this.activeListeners.camera),this}},{key:"getNodeAtPosition",value:function(r){var a=r.x,o=r.y,s=wN(this.webGLContexts.nodes,this.frameBuffers.nodes,a,o,this.pixelRatio,this.pickingDownSizingRatio),l=SN.apply(void 0,zN(s)),u=this.itemIDsIndex[l];return u&&u.type==="node"?u.id:null}},{key:"bindEventHandlers",value:function(){var r=this;this.activeListeners.handleResize=function(){r.scheduleRefresh()},window.addEventListener("resize",this.activeListeners.handleResize),this.activeListeners.handleMove=function(o){var s=uc(o),l={event:s,preventSigmaDefault:function(){s.preventSigmaDefault()}},u=r.getNodeAtPosition(s);if(u&&r.hoveredNode!==u&&!r.nodeDataCache[u].hidden){r.hoveredNode&&r.emit("leaveNode",Ue(Ue({},l),{},{node:r.hoveredNode})),r.hoveredNode=u,r.emit("enterNode",Ue(Ue({},l),{},{node:u})),r.scheduleHighlightedNodesRender();return}if(r.hoveredNode&&r.getNodeAtPosition(s)!==r.hoveredNode){var d=r.hoveredNode;r.hoveredNode=null,r.emit("leaveNode",Ue(Ue({},l),{},{node:d})),r.scheduleHighlightedNodesRender();return}if(r.settings.enableEdgeEvents){var f=r.hoveredNode?null:r.getEdgeAtPoint(l.event.x,l.event.y);f!==r.hoveredEdge&&(r.hoveredEdge&&r.emit("leaveEdge",Ue(Ue({},l),{},{edge:r.hoveredEdge})),f&&r.emit("enterEdge",Ue(Ue({},l),{},{edge:f})),r.hoveredEdge=f)}},this.activeListeners.handleMoveBody=function(o){var s=uc(o);r.emit("moveBody",{event:s,preventSigmaDefault:function(){s.preventSigmaDefault()}})},this.activeListeners.handleLeave=function(o){var s=uc(o),l={event:s,preventSigmaDefault:function(){s.preventSigmaDefault()}};r.hoveredNode&&(r.emit("leaveNode",Ue(Ue({},l),{},{node:r.hoveredNode})),r.scheduleHighlightedNodesRender()),r.settings.enableEdgeEvents&&r.hoveredEdge&&(r.emit("leaveEdge",Ue(Ue({},l),{},{edge:r.hoveredEdge})),r.scheduleHighlightedNodesRender()),r.emit("leaveStage",Ue({},l))},this.activeListeners.handleEnter=function(o){var s=uc(o),l={event:s,preventSigmaDefault:function(){s.preventSigmaDefault()}};r.emit("enterStage",Ue({},l))};var a=function(s){return function(l){var u=uc(l),d={event:u,preventSigmaDefault:function(){u.preventSigmaDefault()}},f=r.getNodeAtPosition(u);if(f)return r.emit("".concat(s,"Node"),Ue(Ue({},d),{},{node:f}));if(r.settings.enableEdgeEvents){var g=r.getEdgeAtPoint(u.x,u.y);if(g)return r.emit("".concat(s,"Edge"),Ue(Ue({},d),{},{edge:g}))}return r.emit("".concat(s,"Stage"),d)}};return this.activeListeners.handleClick=a("click"),this.activeListeners.handleRightClick=a("rightClick"),this.activeListeners.handleDoubleClick=a("doubleClick"),this.activeListeners.handleWheel=a("wheel"),this.activeListeners.handleDown=a("down"),this.activeListeners.handleUp=a("up"),this.mouseCaptor.on("mousemove",this.activeListeners.handleMove),this.mouseCaptor.on("mousemovebody",this.activeListeners.handleMoveBody),this.mouseCaptor.on("click",this.activeListeners.handleClick),this.mouseCaptor.on("rightClick",this.activeListeners.handleRightClick),this.mouseCaptor.on("doubleClick",this.activeListeners.handleDoubleClick),this.mouseCaptor.on("wheel",this.activeListeners.handleWheel),this.mouseCaptor.on("mousedown",this.activeListeners.handleDown),this.mouseCaptor.on("mouseup",this.activeListeners.handleUp),this.mouseCaptor.on("mouseleave",this.activeListeners.handleLeave),this.mouseCaptor.on("mouseenter",this.activeListeners.handleEnter),this.touchCaptor.on("touchdown",this.activeListeners.handleDown),this.touchCaptor.on("touchdown",this.activeListeners.handleMove),this.touchCaptor.on("touchup",this.activeListeners.handleUp),this.touchCaptor.on("touchmove",this.activeListeners.handleMove),this.touchCaptor.on("tap",this.activeListeners.handleClick),this.touchCaptor.on("doubletap",this.activeListeners.handleDoubleClick),this.touchCaptor.on("touchmove",this.activeListeners.handleMoveBody),this}},{key:"bindGraphHandlers",value:function(){var r=this,a=this.graph,o=new Set(["x","y","zIndex","type"]);return this.activeListeners.eachNodeAttributesUpdatedGraphUpdate=function(s){var l,u=(l=s.hints)===null||l===void 0?void 0:l.attributes;r.graph.forEachNode(function(f){return r.updateNode(f)});var d=!u||u.some(function(f){return o.has(f)});r.refresh({partialGraph:{nodes:a.nodes()},skipIndexation:!d,schedule:!0})},this.activeListeners.eachEdgeAttributesUpdatedGraphUpdate=function(s){var l,u=(l=s.hints)===null||l===void 0?void 0:l.attributes;r.graph.forEachEdge(function(f){return r.updateEdge(f)});var d=u&&["zIndex","type"].some(function(f){return u==null?void 0:u.includes(f)});r.refresh({partialGraph:{edges:a.edges()},skipIndexation:!d,schedule:!0})},this.activeListeners.addNodeGraphUpdate=function(s){var l=s.key;r.addNode(l),r.refresh({partialGraph:{nodes:[l]},skipIndexation:!1,schedule:!0})},this.activeListeners.updateNodeGraphUpdate=function(s){var l=s.key;r.refresh({partialGraph:{nodes:[l]},skipIndexation:!1,schedule:!0})},this.activeListeners.dropNodeGraphUpdate=function(s){var l=s.key;r.removeNode(l),r.refresh({schedule:!0})},this.activeListeners.addEdgeGraphUpdate=function(s){var l=s.key;r.addEdge(l),r.refresh({partialGraph:{edges:[l]},schedule:!0})},this.activeListeners.updateEdgeGraphUpdate=function(s){var l=s.key;r.refresh({partialGraph:{edges:[l]},skipIndexation:!1,schedule:!0})},this.activeListeners.dropEdgeGraphUpdate=function(s){var l=s.key;r.removeEdge(l),r.refresh({schedule:!0})},this.activeListeners.clearEdgesGraphUpdate=function(){r.clearEdgeState(),r.clearEdgeIndices(),r.refresh({schedule:!0})},this.activeListeners.clearGraphUpdate=function(){r.clearEdgeState(),r.clearNodeState(),r.clearEdgeIndices(),r.clearNodeIndices(),r.refresh({schedule:!0})},a.on("nodeAdded",this.activeListeners.addNodeGraphUpdate),a.on("nodeDropped",this.activeListeners.dropNodeGraphUpdate),a.on("nodeAttributesUpdated",this.activeListeners.updateNodeGraphUpdate),a.on("eachNodeAttributesUpdated",this.activeListeners.eachNodeAttributesUpdatedGraphUpdate),a.on("edgeAdded",this.activeListeners.addEdgeGraphUpdate),a.on("edgeDropped",this.activeListeners.dropEdgeGraphUpdate),a.on("edgeAttributesUpdated",this.activeListeners.updateEdgeGraphUpdate),a.on("eachEdgeAttributesUpdated",this.activeListeners.eachEdgeAttributesUpdatedGraphUpdate),a.on("edgesCleared",this.activeListeners.clearEdgesGraphUpdate),a.on("cleared",this.activeListeners.clearGraphUpdate),this}},{key:"unbindGraphHandlers",value:function(){var r=this.graph;r.removeListener("nodeAdded",this.activeListeners.addNodeGraphUpdate),r.removeListener("nodeDropped",this.activeListeners.dropNodeGraphUpdate),r.removeListener("nodeAttributesUpdated",this.activeListeners.updateNodeGraphUpdate),r.removeListener("eachNodeAttributesUpdated",this.activeListeners.eachNodeAttributesUpdatedGraphUpdate),r.removeListener("edgeAdded",this.activeListeners.addEdgeGraphUpdate),r.removeListener("edgeDropped",this.activeListeners.dropEdgeGraphUpdate),r.removeListener("edgeAttributesUpdated",this.activeListeners.updateEdgeGraphUpdate),r.removeListener("eachEdgeAttributesUpdated",this.activeListeners.eachEdgeAttributesUpdatedGraphUpdate),r.removeListener("edgesCleared",this.activeListeners.clearEdgesGraphUpdate),r.removeListener("cleared",this.activeListeners.clearGraphUpdate)}},{key:"getEdgeAtPoint",value:function(r,a){var o=wN(this.webGLContexts.edges,this.frameBuffers.edges,r,a,this.pixelRatio,this.pickingDownSizingRatio),s=SN.apply(void 0,zN(o)),l=this.itemIDsIndex[s];return l&&l.type==="edge"?l.id:null}},{key:"process",value:function(){var r=this;this.emit("beforeProcess");var a=this.graph,o=this.settings,s=this.getDimensions();if(this.nodeExtent=Ate(this.graph),!this.settings.autoRescale){var l=s.width,u=s.height,d=this.nodeExtent,f=d.x,g=d.y;this.nodeExtent={x:[(f[0]+f[1])/2-l/2,(f[0]+f[1])/2+l/2],y:[(g[0]+g[1])/2-u/2,(g[0]+g[1])/2+u/2]}}this.normalizationFunction=MN(this.customBBox||this.nodeExtent);var m=new FN,b=cc(m.getState(),s,this.getGraphDimensions(),this.getStagePadding());this.labelGrid.resizeAndClear(s,o.labelGridCellSize);for(var y={},v={},x={},T={},k=1,R=a.nodes(),O=0,_=R.length;O<_;O++){var C=R[O],N=this.nodeDataCache[C],L=a.getNodeAttributes(C);N.x=L.x,N.y=L.y,this.normalizationFunction.applyTo(N),typeof N.label=="string"&&!N.hidden&&this.labelGrid.add(C,N.size,this.framedGraphToViewport(N,{matrix:b})),y[N.type]=(y[N.type]||0)+1}this.labelGrid.organize();for(var D in this.nodePrograms){if(!Pa.call(this.nodePrograms,D))throw new Error('Sigma: could not find a suitable program for node type "'.concat(D,'"!'));this.nodePrograms[D].reallocate(y[D]||0),y[D]=0}this.settings.zIndex&&this.nodeZExtent[0]!==this.nodeZExtent[1]&&(R=LN(this.nodeZExtent,function(Q){return r.nodeDataCache[Q].zIndex},R));for(var I=0,U=R.length;I<U;I++){var $=R[I];v[$]=k,T[v[$]]={type:"node",id:$},k++;var B=this.nodeDataCache[$];this.addNodeToProgram($,v[$],y[B.type]++)}for(var W={},K=a.edges(),G=0,H=K.length;G<H;G++){var F=K[G],Y=this.edgeDataCache[F];W[Y.type]=(W[Y.type]||0)+1}this.settings.zIndex&&this.edgeZExtent[0]!==this.edgeZExtent[1]&&(K=LN(this.edgeZExtent,function(Q){return r.edgeDataCache[Q].zIndex},K));for(var M in this.edgePrograms){if(!Pa.call(this.edgePrograms,M))throw new Error('Sigma: could not find a suitable program for edge type "'.concat(M,'"!'));this.edgePrograms[M].reallocate(W[M]||0),W[M]=0}for(var V=0,j=K.length;V<j;V++){var P=K[V];x[P]=k,T[x[P]]={type:"edge",id:P},k++;var Z=this.edgeDataCache[P];this.addEdgeToProgram(P,x[P],W[Z.type]++)}return this.itemIDsIndex=T,this.nodeIndices=v,this.edgeIndices=x,this.emit("afterProcess"),this}},{key:"handleSettingsUpdate",value:function(r){var a=this,o=this.settings;if(this.camera.minRatio=o.minCameraRatio,this.camera.maxRatio=o.maxCameraRatio,this.camera.enabledZooming=o.enableCameraZooming,this.camera.enabledPanning=o.enableCameraPanning,this.camera.enabledRotation=o.enableCameraRotation,o.cameraPanBoundaries?this.camera.clean=function(f){return a.cleanCameraState(f,o.cameraPanBoundaries&&K0(o.cameraPanBoundaries)==="object"?o.cameraPanBoundaries:{})}:this.camera.clean=null,this.camera.setState(this.camera.validateState(this.camera.getState())),r){if(r.edgeProgramClasses!==o.edgeProgramClasses){for(var s in o.edgeProgramClasses)o.edgeProgramClasses[s]!==r.edgeProgramClasses[s]&&this.registerEdgeProgram(s,o.edgeProgramClasses[s]);for(var l in r.edgeProgramClasses)o.edgeProgramClasses[l]||this.unregisterEdgeProgram(l)}if(r.nodeProgramClasses!==o.nodeProgramClasses||r.nodeHoverProgramClasses!==o.nodeHoverProgramClasses){for(var u in o.nodeProgramClasses)(o.nodeProgramClasses[u]!==r.nodeProgramClasses[u]||o.nodeHoverProgramClasses[u]!==r.nodeHoverProgramClasses[u])&&this.registerNodeProgram(u,o.nodeProgramClasses[u],o.nodeHoverProgramClasses[u]);for(var d in r.nodeProgramClasses)o.nodeProgramClasses[d]||this.unregisterNodeProgram(d)}}return this.mouseCaptor.setSettings(this.settings),this.touchCaptor.setSettings(this.settings),this}},{key:"cleanCameraState",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},o=a.tolerance,s=o===void 0?0:o,l=a.boundaries,u=Ue({},r),d=l||this.nodeExtent,f=Fs(d.x,2),g=f[0],m=f[1],b=Fs(d.y,2),y=b[0],v=b[1],x=[this.graphToViewport({x:g,y},{cameraState:r}),this.graphToViewport({x:m,y},{cameraState:r}),this.graphToViewport({x:g,y:v},{cameraState:r}),this.graphToViewport({x:m,y:v},{cameraState:r})],T=1/0,k=-1/0,R=1/0,O=-1/0;x.forEach(function(W){var K=W.x,G=W.y;T=Math.min(T,K),k=Math.max(k,K),R=Math.min(R,G),O=Math.max(O,G)});var _=k-T,C=O-R,N=this.getDimensions(),L=N.width,D=N.height,I=0,U=0;if(_>=L?k<L-s?I=k-(L-s):T>s&&(I=T-s):k>L+s?I=k-(L+s):T<-s&&(I=T+s),C>=D?O<D-s?U=O-(D-s):R>s&&(U=R-s):O>D+s?U=O-(D+s):R<-s&&(U=R+s),I||U){var $=this.viewportToFramedGraph({x:0,y:0},{cameraState:r}),B=this.viewportToFramedGraph({x:I,y:U},{cameraState:r});I=B.x-$.x,U=B.y-$.y,u.x+=I,u.y+=U}return u}},{key:"renderLabels",value:function(){if(!this.settings.renderLabels)return this;var r=this.camera.getState(),a=this.labelGrid.getLabelsToDisplay(r.ratio,this.settings.labelDensity);PN(a,this.nodesWithForcedLabels),this.displayedNodeLabels=new Set;for(var o=this.canvasContexts.labels,s=0,l=a.length;s<l;s++){var u=a[s],d=this.nodeDataCache[u];if(!this.displayedNodeLabels.has(u)&&!d.hidden){var f=this.framedGraphToViewport(d),g=f.x,m=f.y,b=this.scaleSize(d.size);if(!(!d.forceLabel&&b<this.settings.labelRenderedSizeThreshold)&&!(g<-150||g>this.width+qte||m<-50||m>this.height+Vte)){this.displayedNodeLabels.add(u);var y=this.settings.defaultDrawNodeLabel,v=this.nodePrograms[d.type],x=(v==null?void 0:v.drawLabel)||y;x(o,Ue(Ue({key:u},d),{},{size:b,x:g,y:m}),this.settings)}}}return this}},{key:"renderEdgeLabels",value:function(){if(!this.settings.renderEdgeLabels)return this;var r=this.canvasContexts.edgeLabels;r.clearRect(0,0,this.width,this.height);var a=$te({graph:this.graph,hoveredNode:this.hoveredNode,displayedNodeLabels:this.displayedNodeLabels,highlightedNodes:this.highlightedNodes});PN(a,this.edgesWithForcedLabels);for(var o=new Set,s=0,l=a.length;s<l;s++){var u=a[s],d=this.graph.extremities(u),f=this.nodeDataCache[d[0]],g=this.nodeDataCache[d[1]],m=this.edgeDataCache[u];if(!o.has(u)&&!(m.hidden||f.hidden||g.hidden)){var b=this.settings.defaultDrawEdgeLabel,y=this.edgePrograms[m.type],v=(y==null?void 0:y.drawLabel)||b;v(r,Ue(Ue({key:u},m),{},{size:this.scaleSize(m.size)}),Ue(Ue(Ue({key:d[0]},f),this.framedGraphToViewport(f)),{},{size:this.scaleSize(f.size)}),Ue(Ue(Ue({key:d[1]},g),this.framedGraphToViewport(g)),{},{size:this.scaleSize(g.size)}),this.settings),o.add(u)}}return this.displayedEdgeLabels=o,this}},{key:"renderHighlightedNodes",value:function(){var r=this,a=this.canvasContexts.hovers;a.clearRect(0,0,this.width,this.height);var o=function(b){var y=r.nodeDataCache[b],v=r.framedGraphToViewport(y),x=v.x,T=v.y,k=r.scaleSize(y.size),R=r.settings.defaultDrawNodeHover,O=r.nodePrograms[y.type],_=(O==null?void 0:O.drawHover)||R;_(a,Ue(Ue({key:b},y),{},{size:k,x,y:T}),r.settings)},s=[];this.hoveredNode&&!this.nodeDataCache[this.hoveredNode].hidden&&s.push(this.hoveredNode),this.highlightedNodes.forEach(function(m){m!==r.hoveredNode&&s.push(m)}),s.forEach(function(m){return o(m)});var l={};s.forEach(function(m){var b=r.nodeDataCache[m].type;l[b]=(l[b]||0)+1});for(var u in this.nodeHoverPrograms)this.nodeHoverPrograms[u].reallocate(l[u]||0),l[u]=0;s.forEach(function(m){var b=r.nodeDataCache[m];r.nodeHoverPrograms[b.type].process(0,l[b.type]++,b)}),this.webGLContexts.hoverNodes.clear(this.webGLContexts.hoverNodes.COLOR_BUFFER_BIT);var d=this.getRenderParams();for(var f in this.nodeHoverPrograms){var g=this.nodeHoverPrograms[f];g.render(d)}}},{key:"scheduleHighlightedNodesRender",value:function(){var r=this;this.renderHighlightedNodesFrame||this.renderFrame||(this.renderHighlightedNodesFrame=requestAnimationFrame(function(){r.renderHighlightedNodesFrame=null,r.renderHighlightedNodes(),r.renderEdgeLabels()}))}},{key:"render",value:function(){var r=this;this.emit("beforeRender");var a=function(){return r.emit("afterRender"),r};if(this.renderFrame&&(cancelAnimationFrame(this.renderFrame),this.renderFrame=null),this.resize(),this.needToProcess&&this.process(),this.needToProcess=!1,this.clear(),this.pickingLayers.forEach(function(x){return r.resetWebGLTexture(x)}),!this.graph.order)return a();var o=this.mouseCaptor,s=this.camera.isAnimated()||o.isMoving||o.draggedEvents||o.currentWheelDirection,l=this.camera.getState(),u=this.getDimensions(),d=this.getGraphDimensions(),f=this.getStagePadding();this.matrix=cc(l,u,d,f),this.invMatrix=cc(l,u,d,f,!0),this.correctionRatio=Tte(this.matrix,l,u),this.graphToViewportRatio=this.getGraphToViewportRatio();var g=this.getRenderParams();for(var m in this.nodePrograms){var b=this.nodePrograms[m];b.render(g)}if(!this.settings.hideEdgesOnMove||!s)for(var y in this.edgePrograms){var v=this.edgePrograms[y];v.render(g)}return this.settings.hideLabelsOnMove&&s||(this.renderLabels(),this.renderEdgeLabels(),this.renderHighlightedNodes()),a()}},{key:"addNode",value:function(r){var a=Object.assign({},this.graph.getNodeAttributes(r));this.settings.nodeReducer&&(a=this.settings.nodeReducer(r,a));var o=Wte(this.settings,r,a);this.nodeDataCache[r]=o,this.nodesWithForcedLabels.delete(r),o.forceLabel&&!o.hidden&&this.nodesWithForcedLabels.add(r),this.highlightedNodes.delete(r),o.highlighted&&!o.hidden&&this.highlightedNodes.add(r),this.settings.zIndex&&(o.zIndex<this.nodeZExtent[0]&&(this.nodeZExtent[0]=o.zIndex),o.zIndex>this.nodeZExtent[1]&&(this.nodeZExtent[1]=o.zIndex))}},{key:"updateNode",value:function(r){this.addNode(r);var a=this.nodeDataCache[r];this.normalizationFunction.applyTo(a)}},{key:"removeNode",value:function(r){delete this.nodeDataCache[r],delete this.nodeProgramIndex[r],this.highlightedNodes.delete(r),this.hoveredNode===r&&(this.hoveredNode=null),this.nodesWithForcedLabels.delete(r)}},{key:"addEdge",value:function(r){var a=Object.assign({},this.graph.getEdgeAttributes(r));this.settings.edgeReducer&&(a=this.settings.edgeReducer(r,a));var o=Yte(this.settings,r,a);this.edgeDataCache[r]=o,this.edgesWithForcedLabels.delete(r),o.forceLabel&&!o.hidden&&this.edgesWithForcedLabels.add(r),this.settings.zIndex&&(o.zIndex<this.edgeZExtent[0]&&(this.edgeZExtent[0]=o.zIndex),o.zIndex>this.edgeZExtent[1]&&(this.edgeZExtent[1]=o.zIndex))}},{key:"updateEdge",value:function(r){this.addEdge(r)}},{key:"removeEdge",value:function(r){delete this.edgeDataCache[r],delete this.edgeProgramIndex[r],this.hoveredEdge===r&&(this.hoveredEdge=null),this.edgesWithForcedLabels.delete(r)}},{key:"clearNodeIndices",value:function(){this.labelGrid=new jN,this.nodeExtent={x:[0,1],y:[0,1]},this.nodeDataCache={},this.edgeProgramIndex={},this.nodesWithForcedLabels=new Set,this.nodeZExtent=[1/0,-1/0]}},{key:"clearEdgeIndices",value:function(){this.edgeDataCache={},this.edgeProgramIndex={},this.edgesWithForcedLabels=new Set,this.edgeZExtent=[1/0,-1/0]}},{key:"clearIndices",value:function(){this.clearEdgeIndices(),this.clearNodeIndices()}},{key:"clearNodeState",value:function(){this.displayedNodeLabels=new Set,this.highlightedNodes=new Set,this.hoveredNode=null}},{key:"clearEdgeState",value:function(){this.displayedEdgeLabels=new Set,this.highlightedNodes=new Set,this.hoveredEdge=null}},{key:"clearState",value:function(){this.clearEdgeState(),this.clearNodeState()}},{key:"addNodeToProgram",value:function(r,a,o){var s=this.nodeDataCache[r],l=this.nodePrograms[s.type];if(!l)throw new Error('Sigma: could not find a suitable program for node type "'.concat(s.type,'"!'));l.process(a,o,s),this.nodeProgramIndex[r]=o}},{key:"addEdgeToProgram",value:function(r,a,o){var s=this.edgeDataCache[r],l=this.edgePrograms[s.type];if(!l)throw new Error('Sigma: could not find a suitable program for edge type "'.concat(s.type,'"!'));var u=this.graph.extremities(r),d=this.nodeDataCache[u[0]],f=this.nodeDataCache[u[1]];l.process(a,o,d,f,s),this.edgeProgramIndex[r]=o}},{key:"getRenderParams",value:function(){return{matrix:this.matrix,invMatrix:this.invMatrix,width:this.width,height:this.height,pixelRatio:this.pixelRatio,zoomRatio:this.camera.ratio,cameraAngle:this.camera.angle,sizeRatio:1/this.scaleSize(),correctionRatio:this.correctionRatio,downSizingRatio:this.pickingDownSizingRatio,minEdgeThickness:this.settings.minEdgeThickness,antiAliasingFeather:this.settings.antiAliasingFeather}}},{key:"getStagePadding",value:function(){var r=this.settings,a=r.stagePadding,o=r.autoRescale;return o&&a||0}},{key:"createLayer",value:function(r,a){var o=arguments.length>2&&arguments[2]!==void 0?arguments[2]:{};if(this.elements[r])throw new Error('Sigma: a layer named "'.concat(r,'" already exists'));var s=Cte(a,{position:"absolute"},{class:"sigma-".concat(r)});return o.style&&Object.assign(s.style,o.style),this.elements[r]=s,"beforeLayer"in o&&o.beforeLayer?this.elements[o.beforeLayer].before(s):"afterLayer"in o&&o.afterLayer?this.elements[o.afterLayer].after(s):this.container.appendChild(s),s}},{key:"createCanvas",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{};return this.createLayer(r,"canvas",a)}},{key:"createCanvasContext",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},o=this.createCanvas(r,a),s={preserveDrawingBuffer:!1,antialias:!1};return this.canvasContexts[r]=o.getContext("2d",s),this}},{key:"createWebGLContext",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},o=(a==null?void 0:a.canvas)||this.createCanvas(r,a);a.hidden&&o.remove();var s=Ue({preserveDrawingBuffer:!1,antialias:!1},a),l;l=o.getContext("webgl2",s),l||(l=o.getContext("webgl",s)),l||(l=o.getContext("experimental-webgl",s));var u=l;if(this.webGLContexts[r]=u,u.blendFunc(u.ONE,u.ONE_MINUS_SRC_ALPHA),a.picking){this.pickingLayers.add(r);var d=u.createFramebuffer();if(!d)throw new Error("Sigma: cannot create a new frame buffer for layer ".concat(r));this.frameBuffers[r]=d}return u}},{key:"killLayer",value:function(r){var a=this.elements[r];if(!a)throw new Error("Sigma: cannot kill layer ".concat(r,", which does not exist"));if(this.webGLContexts[r]){var o,s=this.webGLContexts[r];(o=s.getExtension("WEBGL_lose_context"))===null||o===void 0||o.loseContext(),delete this.webGLContexts[r]}else this.canvasContexts[r]&&delete this.canvasContexts[r];return a.remove(),delete this.elements[r],this}},{key:"getCamera",value:function(){return this.camera}},{key:"setCamera",value:function(r){this.unbindCameraHandlers(),this.camera=r,this.bindCameraHandlers()}},{key:"getContainer",value:function(){return this.container}},{key:"getGraph",value:function(){return this.graph}},{key:"setGraph",value:function(r){r!==this.graph&&(this.hoveredNode&&!r.hasNode(this.hoveredNode)&&(this.hoveredNode=null),this.hoveredEdge&&!r.hasEdge(this.hoveredEdge)&&(this.hoveredEdge=null),this.unbindGraphHandlers(),this.checkEdgesEventsFrame!==null&&(cancelAnimationFrame(this.checkEdgesEventsFrame),this.checkEdgesEventsFrame=null),this.graph=r,this.bindGraphHandlers(),this.refresh())}},{key:"getMouseCaptor",value:function(){return this.mouseCaptor}},{key:"getTouchCaptor",value:function(){return this.touchCaptor}},{key:"getDimensions",value:function(){return{width:this.width,height:this.height}}},{key:"getGraphDimensions",value:function(){var r=this.customBBox||this.nodeExtent;return{width:r.x[1]-r.x[0]||1,height:r.y[1]-r.y[0]||1}}},{key:"getNodeDisplayData",value:function(r){var a=this.nodeDataCache[r];return a?Object.assign({},a):void 0}},{key:"getEdgeDisplayData",value:function(r){var a=this.edgeDataCache[r];return a?Object.assign({},a):void 0}},{key:"getNodeDisplayedLabels",value:function(){return new Set(this.displayedNodeLabels)}},{key:"getEdgeDisplayedLabels",value:function(){return new Set(this.displayedEdgeLabels)}},{key:"getSettings",value:function(){return Ue({},this.settings)}},{key:"getSetting",value:function(r){return this.settings[r]}},{key:"setSetting",value:function(r,a){var o=Ue({},this.settings);return this.settings[r]=a,Am(this.settings),this.handleSettingsUpdate(o),this.scheduleRefresh(),this}},{key:"updateSetting",value:function(r,a){return this.setSetting(r,a(this.settings[r])),this}},{key:"setSettings",value:function(r){var a=Ue({},this.settings);return this.settings=Ue(Ue({},this.settings),r),Am(this.settings),this.handleSettingsUpdate(a),this.scheduleRefresh(),this}},{key:"resize",value:function(r){var a=this.width,o=this.height;if(this.width=this.container.offsetWidth,this.height=this.container.offsetHeight,this.pixelRatio=DN(),this.width===0)if(this.settings.allowInvalidContainer)this.width=1;else throw new Error("Sigma: Container has no width. You can set the allowInvalidContainer setting to true to stop seeing this error.");if(this.height===0)if(this.settings.allowInvalidContainer)this.height=1;else throw new Error("Sigma: Container has no height. You can set the allowInvalidContainer setting to true to stop seeing this error.");if(!r&&a===this.width&&o===this.height)return this;for(var s in this.elements){var l=this.elements[s];l.style.width=this.width+"px",l.style.height=this.height+"px"}for(var u in this.canvasContexts)this.elements[u].setAttribute("width",this.width*this.pixelRatio+"px"),this.elements[u].setAttribute("height",this.height*this.pixelRatio+"px"),this.pixelRatio!==1&&this.canvasContexts[u].scale(this.pixelRatio,this.pixelRatio);for(var d in this.webGLContexts){this.elements[d].setAttribute("width",this.width*this.pixelRatio+"px"),this.elements[d].setAttribute("height",this.height*this.pixelRatio+"px");var f=this.webGLContexts[d];if(f.viewport(0,0,this.width*this.pixelRatio,this.height*this.pixelRatio),this.pickingLayers.has(d)){var g=this.textures[d];g&&f.deleteTexture(g)}}return this.emit("resize"),this}},{key:"clear",value:function(){return this.emit("beforeClear"),this.webGLContexts.nodes.bindFramebuffer(WebGLRenderingContext.FRAMEBUFFER,null),this.webGLContexts.nodes.clear(WebGLRenderingContext.COLOR_BUFFER_BIT),this.webGLContexts.edges.bindFramebuffer(WebGLRenderingContext.FRAMEBUFFER,null),this.webGLContexts.edges.clear(WebGLRenderingContext.COLOR_BUFFER_BIT),this.webGLContexts.hoverNodes.clear(WebGLRenderingContext.COLOR_BUFFER_BIT),this.canvasContexts.labels.clearRect(0,0,this.width,this.height),this.canvasContexts.hovers.clearRect(0,0,this.width,this.height),this.canvasContexts.edgeLabels.clearRect(0,0,this.width,this.height),this.emit("afterClear"),this}},{key:"refresh",value:function(r){var a=this,o=(r==null?void 0:r.skipIndexation)!==void 0?r==null?void 0:r.skipIndexation:!1,s=(r==null?void 0:r.schedule)!==void 0?r.schedule:!1,l=!r||!r.partialGraph;if(l)this.clearEdgeIndices(),this.clearNodeIndices(),this.graph.forEachNode(function(O){return a.addNode(O)}),this.graph.forEachEdge(function(O){return a.addEdge(O)});else{for(var u,d,f=((u=r.partialGraph)===null||u===void 0?void 0:u.nodes)||[],g=0,m=(f==null?void 0:f.length)||0;g<m;g++){var b=f[g];if(this.updateNode(b),o){var y=this.nodeProgramIndex[b];if(y===void 0)throw new Error('Sigma: node "'.concat(b,`" can't be repaint`));this.addNodeToProgram(b,this.nodeIndices[b],y)}}for(var v=(r==null||(d=r.partialGraph)===null||d===void 0?void 0:d.edges)||[],x=0,T=v.length;x<T;x++){var k=v[x];if(this.updateEdge(k),o){var R=this.edgeProgramIndex[k];if(R===void 0)throw new Error('Sigma: edge "'.concat(k,`" can't be repaint`));this.addEdgeToProgram(k,this.edgeIndices[k],R)}}}return(l||!o)&&(this.needToProcess=!0),s?this.scheduleRender():this.render(),this}},{key:"scheduleRender",value:function(){var r=this;return this.renderFrame||(this.renderFrame=requestAnimationFrame(function(){r.render()})),this}},{key:"scheduleRefresh",value:function(r){return this.refresh(Ue(Ue({},r),{},{schedule:!0}))}},{key:"getViewportZoomedState",value:function(r,a){var o=this.camera.getState(),s=o.ratio,l=o.angle,u=o.x,d=o.y,f=this.settings,g=f.minCameraRatio,m=f.maxCameraRatio;typeof m=="number"&&(a=Math.min(a,m)),typeof g=="number"&&(a=Math.max(a,g));var b=a/s,y={x:this.width/2,y:this.height/2},v=this.viewportToFramedGraph(r),x=this.viewportToFramedGraph(y);return{angle:l,x:(v.x-x.x)*(1-b)+u,y:(v.y-x.y)*(1-b)+d,ratio:a}}},{key:"viewRectangle",value:function(){var r=this.viewportToFramedGraph({x:0,y:0}),a=this.viewportToFramedGraph({x:this.width,y:0}),o=this.viewportToFramedGraph({x:0,y:this.height});return{x1:r.x,y1:r.y,x2:a.x,y2:a.y,height:a.y-o.y}}},{key:"framedGraphToViewport",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},o=!!a.cameraState||!!a.viewportDimensions||!!a.graphDimensions,s=a.matrix?a.matrix:o?cc(a.cameraState||this.camera.getState(),a.viewportDimensions||this.getDimensions(),a.graphDimensions||this.getGraphDimensions(),a.padding||this.getStagePadding()):this.matrix,l=Y0(s,r);return{x:(1+l.x)*this.width/2,y:(1-l.y)*this.height/2}}},{key:"viewportToFramedGraph",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},o=!!a.cameraState||!!a.viewportDimensions||!a.graphDimensions,s=a.matrix?a.matrix:o?cc(a.cameraState||this.camera.getState(),a.viewportDimensions||this.getDimensions(),a.graphDimensions||this.getGraphDimensions(),a.padding||this.getStagePadding(),!0):this.invMatrix,l=Y0(s,{x:r.x/this.width*2-1,y:1-r.y/this.height*2});return isNaN(l.x)&&(l.x=0),isNaN(l.y)&&(l.y=0),l}},{key:"viewportToGraph",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{};return this.normalizationFunction.inverse(this.viewportToFramedGraph(r,a))}},{key:"graphToViewport",value:function(r){var a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{};return this.framedGraphToViewport(this.normalizationFunction(r),a)}},{key:"getGraphToViewportRatio",value:function(){var r={x:0,y:0},a={x:1,y:1},o=Math.sqrt(Math.pow(r.x-a.x,2)+Math.pow(r.y-a.y,2)),s=this.graphToViewport(r),l=this.graphToViewport(a),u=Math.sqrt(Math.pow(s.x-l.x,2)+Math.pow(s.y-l.y,2));return u/o}},{key:"getBBox",value:function(){return this.nodeExtent}},{key:"getCustomBBox",value:function(){return this.customBBox}},{key:"setCustomBBox",value:function(r){return this.customBBox=r,this.scheduleRender(),this}},{key:"kill",value:function(){this.emit("kill"),this.removeAllListeners(),this.unbindCameraHandlers(),window.removeEventListener("resize",this.activeListeners.handleResize),this.mouseCaptor.kill(),this.touchCaptor.kill(),this.unbindGraphHandlers(),this.clearIndices(),this.clearState(),this.nodeDataCache={},this.edgeDataCache={},this.highlightedNodes.clear(),this.renderFrame&&(cancelAnimationFrame(this.renderFrame),this.renderFrame=null),this.renderHighlightedNodesFrame&&(cancelAnimationFrame(this.renderHighlightedNodesFrame),this.renderHighlightedNodesFrame=null);for(var r=this.container;r.firstChild;)r.removeChild(r.firstChild);this.canvasContexts={},this.webGLContexts={},this.elements={};for(var a in this.nodePrograms)this.nodePrograms[a].kill();for(var o in this.nodeHoverPrograms)this.nodeHoverPrograms[o].kill();for(var s in this.edgePrograms)this.edgePrograms[s].kill();this.nodePrograms={},this.nodeHoverPrograms={},this.edgePrograms={};for(var l in this.elements)this.killLayer(l)}},{key:"scaleSize",value:function(){var r=arguments.length>0&&arguments[0]!==void 0?arguments[0]:1,a=arguments.length>1&&arguments[1]!==void 0?arguments[1]:this.camera.ratio;return r/this.settings.zoomToSizeRatioFunction(a)*(this.getSetting("itemSizesReference")==="positions"?a*this.graphToViewportRatio:1)}},{key:"getCanvases",value:function(){var r={};for(var a in this.elements)this.elements[a]instanceof HTMLCanvasElement&&(r[a]=this.elements[a]);return r}}])}(DT);const Y4=E.createContext(null),Xte=Y4.Provider;function MT(){const e=E.useContext(Y4);if(e==null)throw new Error("No context provided: useSigmaContext() can only be used in a descendant of <SigmaContainer>");return e}function Ar(){return MT().sigma}function K4(){const{sigma:e}=MT();return E.useCallback(t=>{e&&Object.keys(t).forEach(n=>{e.setSetting(n,t[n])})},[e])}function kf(e){return new Set(Object.keys(e))}const UN=kf({clickNode:!0,rightClickNode:!0,downNode:!0,enterNode:!0,leaveNode:!0,doubleClickNode:!0,wheelNode:!0,clickEdge:!0,rightClickEdge:!0,downEdge:!0,enterEdge:!0,leaveEdge:!0,doubleClickEdge:!0,wheelEdge:!0,clickStage:!0,rightClickStage:!0,downStage:!0,doubleClickStage:!0,wheelStage:!0,beforeRender:!0,afterRender:!0,kill:!0,upStage:!0,upEdge:!0,upNode:!0,enterStage:!0,leaveStage:!0,resize:!0,afterClear:!0,afterProcess:!0,beforeClear:!0,beforeProcess:!0,moveBody:!0}),GN=kf({click:!0,rightClick:!0,doubleClick:!0,mouseup:!0,mousedown:!0,mousemove:!0,mousemovebody:!0,mouseleave:!0,mouseenter:!0,wheel:!0}),HN=kf({touchup:!0,touchdown:!0,touchmove:!0,touchmovebody:!0,tap:!0,doubletap:!0}),$N=kf({updated:!0});function X4(){const e=Ar(),t=K4(),[n,r]=E.useState({});return E.useEffect(()=>{if(!e||!n)return;const a=n,o=Object.keys(a);return o.forEach(s=>{const l=a[s];UN.has(s)&&e.on(s,l),GN.has(s)&&e.getMouseCaptor().on(s,l),HN.has(s)&&e.getTouchCaptor().on(s,l),$N.has(s)&&e.getCamera().on(s,l)}),()=>{e&&o.forEach(s=>{const l=a[s];UN.has(s)&&e.off(s,l),GN.has(s)&&e.getMouseCaptor().off(s,l),HN.has(s)&&e.getTouchCaptor().off(s,l),$N.has(s)&&e.getCamera().off(s,l)})}},[e,n,t]),r}function ru(e,t){if(e===t)return!0;if(typeof e=="object"&&e!=null&&typeof t=="object"&&t!=null){if(Object.keys(e).length!=Object.keys(t).length)return!1;for(const n in e)if(!Object.hasOwn(t,n)||!ru(e[n],t[n]))return!1;return!0}return!1}function Z4(e){const t=Ar(),[n,r]=E.useState(e||{});E.useEffect(()=>{r(d=>ru(d,e||{})?d:e||{})},[e]);const a=E.useCallback(d=>{t.getCamera().animatedZoom(Object.assign(Object.assign({},n),d))},[t,n]),o=E.useCallback(d=>{t.getCamera().animatedUnzoom(Object.assign(Object.assign({},n),d))},[t,n]),s=E.useCallback(d=>{t.getCamera().animatedReset(Object.assign(Object.assign({},n),d))},[t,n]),l=E.useCallback((d,f)=>{t.getCamera().animate(d,Object.assign(Object.assign({},n),f))},[t,n]),u=E.useCallback((d,f)=>{const g=t.getNodeDisplayData(d);g?t.getCamera().animate(g,Object.assign(Object.assign({},n),f)):console.warn(`Node ${d} not found`)},[t,n]);return{zoomIn:a,zoomOut:o,reset:s,goto:l,gotoNode:u}}function Zte(e){const t=MT(),[n,r]=E.useState(!1),[a,o]=E.useState(t.container),s=E.useCallback(()=>r(l=>!l),[]);return E.useEffect(()=>(document.addEventListener("fullscreenchange",s),()=>document.removeEventListener("fullscreenchange",s)),[s]),E.useEffect(()=>{o(t.container)},[e,t.container]),{toggle:E.useCallback(()=>{var l;l=a,document.fullscreenElement!==l?l.requestFullscreen():document.exitFullscreen&&document.exitFullscreen()},[a]),isFullScreen:n}}const Qte=E.forwardRef(({graph:e,id:t,className:n,style:r,settings:a={},children:o},s)=>{const l=E.useRef(null),u=E.useRef(null),d={className:`react-sigma ${n||""}`,id:t,style:r},[f,g]=E.useState(null),[m,b]=E.useState(a);E.useEffect(()=>{b(x=>ru(x,a)?x:a)},[a]),E.useEffect(()=>{g(x=>{let T=null;if(u.current!==null){let k=new Nt;e&&(k=typeof e=="function"?new e:e);let R=null;x&&(R=x.getCamera().getState(),x.kill()),T=new Kte(k,u.current,m),R&&T.getCamera().setState(R)}return T})},[u,e,m]),E.useImperativeHandle(s,()=>f,[f]);const y=E.useMemo(()=>f&&l.current?{sigma:f,container:l.current}:null,[f,l]),v=y!==null?Ee.createElement(Xte,{value:y},o):null;return Ee.createElement("div",Object.assign({},d,{ref:l}),Ee.createElement("div",{className:"sigma-container",ref:u}),v)});var Jte=`
 precision mediump float;
 
 varying vec4 v_color;
@@ -688,7 +693,7 @@ void main(void) {
   gl_FragColor = mix(transparent, v_color, t);
   #endif
 }
-`,Kte=Yte,Xte=`
+`,ene=Jte,tne=`
 attribute vec4 a_id;
 attribute vec4 a_color;
 attribute vec2 a_position;
@@ -727,7 +732,7 @@ void main() {
 
   v_color.a *= bias;
 }
-`,Zte=Xte,Q4=WebGLRenderingContext,$N=Q4.UNSIGNED_BYTE,qN=Q4.FLOAT,Qte=["u_sizeRatio","u_pixelRatio","u_matrix"],Jte=function(e){function t(){return pn(this,t),Hn(this,t,arguments)}return $n(t,e),fn(t,[{key:"getDefinition",value:function(){return{VERTICES:1,VERTEX_SHADER_SOURCE:Zte,FRAGMENT_SHADER_SOURCE:Kte,METHOD:WebGLRenderingContext.POINTS,UNIFORMS:Qte,ATTRIBUTES:[{name:"a_position",size:2,type:qN},{name:"a_size",size:1,type:qN},{name:"a_color",size:4,type:$N,normalized:!0},{name:"a_id",size:4,type:$N,normalized:!0}]}}},{key:"processVisibleItem",value:function(r,a,o){var s=this.array;s[a++]=o.x,s[a++]=o.y,s[a++]=o.size,s[a++]=ca(o.color),s[a++]=r}},{key:"setUniforms",value:function(r,a){var o=r.sizeRatio,s=r.pixelRatio,l=r.matrix,u=a.gl,d=a.uniformLocations,f=d.u_sizeRatio,g=d.u_pixelRatio,m=d.u_matrix;u.uniform1f(g,s),u.uniform1f(f,o),u.uniformMatrix3fv(m,!1,l)}}])}(NT),ene=`
+`,nne=tne,Q4=WebGLRenderingContext,qN=Q4.UNSIGNED_BYTE,VN=Q4.FLOAT,rne=["u_sizeRatio","u_pixelRatio","u_matrix"],ane=function(e){function t(){return pn(this,t),$n(this,t,arguments)}return qn(t,e),fn(t,[{key:"getDefinition",value:function(){return{VERTICES:1,VERTEX_SHADER_SOURCE:nne,FRAGMENT_SHADER_SOURCE:ene,METHOD:WebGLRenderingContext.POINTS,UNIFORMS:rne,ATTRIBUTES:[{name:"a_position",size:2,type:VN},{name:"a_size",size:1,type:VN},{name:"a_color",size:4,type:qN,normalized:!0},{name:"a_id",size:4,type:qN,normalized:!0}]}}},{key:"processVisibleItem",value:function(r,a,o){var s=this.array;s[a++]=o.x,s[a++]=o.y,s[a++]=o.size,s[a++]=ca(o.color),s[a++]=r}},{key:"setUniforms",value:function(r,a){var o=r.sizeRatio,s=r.pixelRatio,l=r.matrix,u=a.gl,d=a.uniformLocations,f=d.u_sizeRatio,g=d.u_pixelRatio,m=d.u_matrix;u.uniform1f(g,s),u.uniform1f(f,o),u.uniformMatrix3fv(m,!1,l)}}])}(OT),one=`
 attribute vec4 a_id;
 attribute vec4 a_color;
 attribute vec2 a_normal;
@@ -808,9 +813,9 @@ void main() {
 
   v_color.a *= bias;
 }
-`,tne=ene,J4=WebGLRenderingContext,VN=J4.UNSIGNED_BYTE,Ia=J4.FLOAT,nne=["u_matrix","u_zoomRatio","u_sizeRatio","u_correctionRatio","u_pixelRatio","u_feather","u_minEdgeThickness","u_lengthToThicknessRatio"],rne={lengthToThicknessRatio:tu.lengthToThicknessRatio};function e5(e){var t=Ue(Ue({},rne),{});return function(n){function r(){return pn(this,r),Hn(this,r,arguments)}return $n(r,n),fn(r,[{key:"getDefinition",value:function(){return{VERTICES:6,VERTEX_SHADER_SOURCE:tne,FRAGMENT_SHADER_SOURCE:OT,METHOD:WebGLRenderingContext.TRIANGLES,UNIFORMS:nne,ATTRIBUTES:[{name:"a_positionStart",size:2,type:Ia},{name:"a_positionEnd",size:2,type:Ia},{name:"a_normal",size:2,type:Ia},{name:"a_color",size:4,type:VN,normalized:!0},{name:"a_id",size:4,type:VN,normalized:!0},{name:"a_sourceRadius",size:1,type:Ia},{name:"a_targetRadius",size:1,type:Ia}],CONSTANT_ATTRIBUTES:[{name:"a_positionCoef",size:1,type:Ia},{name:"a_normalCoef",size:1,type:Ia},{name:"a_sourceRadiusCoef",size:1,type:Ia},{name:"a_targetRadiusCoef",size:1,type:Ia}],CONSTANT_DATA:[[0,1,-1,0],[0,-1,1,0],[1,1,0,1],[1,1,0,1],[0,-1,1,0],[1,-1,0,-1]]}}},{key:"processVisibleItem",value:function(o,s,l,u,d){var f=d.size||1,g=l.x,m=l.y,b=u.x,y=u.y,v=ca(d.color),x=b-g,T=y-m,k=l.size||1,R=u.size||1,O=x*x+T*T,N=0,C=0;O&&(O=1/Math.sqrt(O),N=-T*O*f,C=x*O*f);var _=this.array;_[s++]=g,_[s++]=m,_[s++]=b,_[s++]=y,_[s++]=N,_[s++]=C,_[s++]=v,_[s++]=o,_[s++]=k,_[s++]=R}},{key:"setUniforms",value:function(o,s){var l=s.gl,u=s.uniformLocations,d=u.u_matrix,f=u.u_zoomRatio,g=u.u_feather,m=u.u_pixelRatio,b=u.u_correctionRatio,y=u.u_sizeRatio,v=u.u_minEdgeThickness,x=u.u_lengthToThicknessRatio;l.uniformMatrix3fv(d,!1,o.matrix),l.uniform1f(f,o.zoomRatio),l.uniform1f(y,o.sizeRatio),l.uniform1f(b,o.correctionRatio),l.uniform1f(m,o.pixelRatio),l.uniform1f(g,o.antiAliasingFeather),l.uniform1f(v,o.minEdgeThickness),l.uniform1f(x,t.lengthToThicknessRatio)}}])}(Jc)}e5();function ane(e){return M4([e5(),Tp(e),Tp(Ue(Ue({},e),{},{extremity:"source"}))])}ane();function one(e){if(Array.isArray(e))return e}function ine(e,t){var n=e==null?null:typeof Symbol<"u"&&e[Symbol.iterator]||e["@@iterator"];if(n!=null){var r,a,o,s,l=[],u=!0,d=!1;try{if(o=(n=n.call(e)).next,t!==0)for(;!(u=(r=o.call(n)).done)&&(l.push(r.value),l.length!==t);u=!0);}catch(f){d=!0,a=f}finally{try{if(!u&&n.return!=null&&(s=n.return(),Object(s)!==s))return}finally{if(d)throw a}}return l}}function Xk(e,t){(t==null||t>e.length)&&(t=e.length);for(var n=0,r=Array(t);n<t;n++)r[n]=e[n];return r}function t5(e,t){if(e){if(typeof e=="string")return Xk(e,t);var n={}.toString.call(e).slice(8,-1);return n==="Object"&&e.constructor&&(n=e.constructor.name),n==="Map"||n==="Set"?Array.from(e):n==="Arguments"||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(n)?Xk(e,t):void 0}}function sne(){throw new TypeError(`Invalid attempt to destructure non-iterable instance.
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+`,ine=one,J4=WebGLRenderingContext,WN=J4.UNSIGNED_BYTE,Ia=J4.FLOAT,sne=["u_matrix","u_zoomRatio","u_sizeRatio","u_correctionRatio","u_pixelRatio","u_feather","u_minEdgeThickness","u_lengthToThicknessRatio"],lne={lengthToThicknessRatio:nu.lengthToThicknessRatio};function e5(e){var t=Ue(Ue({},lne),{});return function(n){function r(){return pn(this,r),$n(this,r,arguments)}return qn(r,n),fn(r,[{key:"getDefinition",value:function(){return{VERTICES:6,VERTEX_SHADER_SOURCE:ine,FRAGMENT_SHADER_SOURCE:IT,METHOD:WebGLRenderingContext.TRIANGLES,UNIFORMS:sne,ATTRIBUTES:[{name:"a_positionStart",size:2,type:Ia},{name:"a_positionEnd",size:2,type:Ia},{name:"a_normal",size:2,type:Ia},{name:"a_color",size:4,type:WN,normalized:!0},{name:"a_id",size:4,type:WN,normalized:!0},{name:"a_sourceRadius",size:1,type:Ia},{name:"a_targetRadius",size:1,type:Ia}],CONSTANT_ATTRIBUTES:[{name:"a_positionCoef",size:1,type:Ia},{name:"a_normalCoef",size:1,type:Ia},{name:"a_sourceRadiusCoef",size:1,type:Ia},{name:"a_targetRadiusCoef",size:1,type:Ia}],CONSTANT_DATA:[[0,1,-1,0],[0,-1,1,0],[1,1,0,1],[1,1,0,1],[0,-1,1,0],[1,-1,0,-1]]}}},{key:"processVisibleItem",value:function(o,s,l,u,d){var f=d.size||1,g=l.x,m=l.y,b=u.x,y=u.y,v=ca(d.color),x=b-g,T=y-m,k=l.size||1,R=u.size||1,O=x*x+T*T,_=0,C=0;O&&(O=1/Math.sqrt(O),_=-T*O*f,C=x*O*f);var N=this.array;N[s++]=g,N[s++]=m,N[s++]=b,N[s++]=y,N[s++]=_,N[s++]=C,N[s++]=v,N[s++]=o,N[s++]=k,N[s++]=R}},{key:"setUniforms",value:function(o,s){var l=s.gl,u=s.uniformLocations,d=u.u_matrix,f=u.u_zoomRatio,g=u.u_feather,m=u.u_pixelRatio,b=u.u_correctionRatio,y=u.u_sizeRatio,v=u.u_minEdgeThickness,x=u.u_lengthToThicknessRatio;l.uniformMatrix3fv(d,!1,o.matrix),l.uniform1f(f,o.zoomRatio),l.uniform1f(y,o.sizeRatio),l.uniform1f(b,o.correctionRatio),l.uniform1f(m,o.pixelRatio),l.uniform1f(g,o.antiAliasingFeather),l.uniform1f(v,o.minEdgeThickness),l.uniform1f(x,t.lengthToThicknessRatio)}}])}(eu)}e5();function cne(e){return M4([e5(),Ap(e),Ap(Ue(Ue({},e),{},{extremity:"source"}))])}cne();function une(e){if(Array.isArray(e))return e}function dne(e,t){var n=e==null?null:typeof Symbol<"u"&&e[Symbol.iterator]||e["@@iterator"];if(n!=null){var r,a,o,s,l=[],u=!0,d=!1;try{if(o=(n=n.call(e)).next,t!==0)for(;!(u=(r=o.call(n)).done)&&(l.push(r.value),l.length!==t);u=!0);}catch(f){d=!0,a=f}finally{try{if(!u&&n.return!=null&&(s=n.return(),Object(s)!==s))return}finally{if(d)throw a}}return l}}function X0(e,t){(t==null||t>e.length)&&(t=e.length);for(var n=0,r=Array(t);n<t;n++)r[n]=e[n];return r}function t5(e,t){if(e){if(typeof e=="string")return X0(e,t);var n={}.toString.call(e).slice(8,-1);return n==="Object"&&e.constructor&&(n=e.constructor.name),n==="Map"||n==="Set"?Array.from(e):n==="Arguments"||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(n)?X0(e,t):void 0}}function pne(){throw new TypeError(`Invalid attempt to destructure non-iterable instance.
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 precision highp float;
 
 varying vec2 v_diffVector;
@@ -847,7 +852,7 @@ void main(void) {
   }
   #else
   // Sizes:
-`).concat(t.flatMap(function(a,o){var s=a.size;if("fill"in s)return[];s=s;var l="attribute"in s?"v_borderSize_".concat(o+1):xN(s.value),u=(s.mode||vne)==="pixels"?"u_correctionRatio":"v_radius";return["  float borderSize_".concat(o+1," = ").concat(u," * ").concat(l,";")]}).join(`
+`).concat(t.flatMap(function(a,o){var s=a.size;if("fill"in s)return[];s=s;var l="attribute"in s?"v_borderSize_".concat(o+1):kN(s.value),u=(s.mode||kne)==="pixels"?"u_correctionRatio":"v_radius";return["  float borderSize_".concat(o+1," = ").concat(u," * ").concat(l,";")]}).join(`
 `),`
   // Now, let's split the remaining space between "fill" borders:
   float fillBorderSize = (v_radius - (`).concat(t.flatMap(function(a,o){var s=a.size;return"fill"in s?[]:["borderSize_".concat(o+1)]}).join(" + "),") ) / ").concat(n,`;
@@ -873,7 +878,7 @@ void main(void) {
   } else `)}).join(""),` { /* Nothing to add here */ }
   #endif
 }
-`);return r}function xne(e){var t=e.borders,n=`
+`);return r}function Cne(e){var t=e.borders,n=`
 attribute vec2 a_position;
 attribute float a_size;
 attribute float a_angle;
@@ -920,8 +925,8 @@ void main() {
 `),`
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 precision highp float;
 
 varying vec4 v_color;
@@ -996,7 +1001,7 @@ void main(void) {
     gl_FragColor = transparent;
   }
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 attribute vec4 a_id;
 attribute vec4 a_color;
 attribute float a_direction;
@@ -1106,7 +1111,7 @@ void main() {
 
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Bm=function($,B,W){var K,G,H,F,Y,L,V,j,P,Z,Q=B.length,oe=W.length,ae=$.adjustSizes,ce=$.barnesHutTheta*$.barnesHutTheta,Re,ie,Te,ne,xe,Se,be,J=[];for(H=0;H<Q;H+=_)B[H+a]=B[H+n],B[H+o]=B[H+r],B[H+n]=0,B[H+r]=0;if($.outboundAttractionDistribution){for(Re=0,H=0;H<Q;H+=_)Re+=B[H+s];Re/=Q/_}if($.barnesHutOptimize){var fe=1/0,ke=-1/0,he=1/0,we=-1/0,se,Be,je;for(H=0;H<Q;H+=_)fe=Math.min(fe,B[H+e]),ke=Math.max(ke,B[H+e]),he=Math.min(he,B[H+t]),we=Math.max(we,B[H+t]);var ye=ke-fe,Oe=we-he;for(ye>Oe?(he-=(ye-Oe)/2,we=he+ye):(fe-=(Oe-ye)/2,ke=fe+Oe),J[0+b]=-1,J[0+y]=(fe+ke)/2,J[0+v]=(he+we)/2,J[0+x]=Math.max(ke-fe,we-he),J[0+T]=-1,J[0+k]=-1,J[0+R]=0,J[0+O]=0,J[0+N]=0,K=1,H=0;H<Q;H+=_)for(G=0,je=C;;)if(J[G+k]>=0){B[H+e]<J[G+y]?B[H+t]<J[G+v]?se=J[G+k]:se=J[G+k]+D:B[H+t]<J[G+v]?se=J[G+k]+D*2:se=J[G+k]+D*3,J[G+O]=(J[G+O]*J[G+R]+B[H+e]*B[H+s])/(J[G+R]+B[H+s]),J[G+N]=(J[G+N]*J[G+R]+B[H+t]*B[H+s])/(J[G+R]+B[H+s]),J[G+R]+=B[H+s],G=se;continue}else if(J[G+b]<0){J[G+b]=H;break}else{if(J[G+k]=K*D,j=J[G+x]/2,P=J[G+k],J[P+b]=-1,J[P+y]=J[G+y]-j,J[P+v]=J[G+v]-j,J[P+x]=j,J[P+T]=P+D,J[P+k]=-1,J[P+R]=0,J[P+O]=0,J[P+N]=0,P+=D,J[P+b]=-1,J[P+y]=J[G+y]-j,J[P+v]=J[G+v]+j,J[P+x]=j,J[P+T]=P+D,J[P+k]=-1,J[P+R]=0,J[P+O]=0,J[P+N]=0,P+=D,J[P+b]=-1,J[P+y]=J[G+y]+j,J[P+v]=J[G+v]-j,J[P+x]=j,J[P+T]=P+D,J[P+k]=-1,J[P+R]=0,J[P+O]=0,J[P+N]=0,P+=D,J[P+b]=-1,J[P+y]=J[G+y]+j,J[P+v]=J[G+v]+j,J[P+x]=j,J[P+T]=J[G+T],J[P+k]=-1,J[P+R]=0,J[P+O]=0,J[P+N]=0,K+=4,B[J[G+b]+e]<J[G+y]?B[J[G+b]+t]<J[G+v]?se=J[G+k]:se=J[G+k]+D:B[J[G+b]+t]<J[G+v]?se=J[G+k]+D*2:se=J[G+k]+D*3,J[G+R]=B[J[G+b]+s],J[G+O]=B[J[G+b]+e],J[G+N]=B[J[G+b]+t],J[se+b]=J[G+b],J[G+b]=-1,B[H+e]<J[G+y]?B[H+t]<J[G+v]?Be=J[G+k]:Be=J[G+k]+D:B[H+t]<J[G+v]?Be=J[G+k]+D*2:Be=J[G+k]+D*3,se===Be)if(je--){G=se;continue}else{je=C;break}J[Be+b]=H;break}}if($.barnesHutOptimize)for(ie=$.scalingRatio,H=0;H<Q;H+=_)for(G=0;;)if(J[G+k]>=0)if(Se=Math.pow(B[H+e]-J[G+O],2)+Math.pow(B[H+t]-J[G+N],2),Z=J[G+x],4*Z*Z/Se<ce){if(Te=B[H+e]-J[G+O],ne=B[H+t]-J[G+N],ae===!0?Se>0?(be=ie*B[H+s]*J[G+R]/Se,B[H+n]+=Te*be,B[H+r]+=ne*be):Se<0&&(be=-ie*B[H+s]*J[G+R]/Math.sqrt(Se),B[H+n]+=Te*be,B[H+r]+=ne*be):Se>0&&(be=ie*B[H+s]*J[G+R]/Se,B[H+n]+=Te*be,B[H+r]+=ne*be),G=J[G+T],G<0)break;continue}else{G=J[G+k];continue}else{if(L=J[G+b],L>=0&&L!==H&&(Te=B[H+e]-B[L+e],ne=B[H+t]-B[L+t],Se=Te*Te+ne*ne,ae===!0?Se>0?(be=ie*B[H+s]*B[L+s]/Se,B[H+n]+=Te*be,B[H+r]+=ne*be):Se<0&&(be=-ie*B[H+s]*B[L+s]/Math.sqrt(Se),B[H+n]+=Te*be,B[H+r]+=ne*be):Se>0&&(be=ie*B[H+s]*B[L+s]/Se,B[H+n]+=Te*be,B[H+r]+=ne*be)),G=J[G+T],G<0)break;continue}else for(ie=$.scalingRatio,F=0;F<Q;F+=_)for(Y=0;Y<F;Y+=_)Te=B[F+e]-B[Y+e],ne=B[F+t]-B[Y+t],ae===!0?(Se=Math.sqrt(Te*Te+ne*ne)-B[F+u]-B[Y+u],Se>0?(be=ie*B[F+s]*B[Y+s]/Se/Se,B[F+n]+=Te*be,B[F+r]+=ne*be,B[Y+n]-=Te*be,B[Y+r]-=ne*be):Se<0&&(be=100*ie*B[F+s]*B[Y+s],B[F+n]+=Te*be,B[F+r]+=ne*be,B[Y+n]-=Te*be,B[Y+r]-=ne*be)):(Se=Math.sqrt(Te*Te+ne*ne),Se>0&&(be=ie*B[F+s]*B[Y+s]/Se/Se,B[F+n]+=Te*be,B[F+r]+=ne*be,B[Y+n]-=Te*be,B[Y+r]-=ne*be));for(P=$.gravity/$.scalingRatio,ie=$.scalingRatio,H=0;H<Q;H+=_)be=0,Te=B[H+e],ne=B[H+t],Se=Math.sqrt(Math.pow(Te,2)+Math.pow(ne,2)),$.strongGravityMode?Se>0&&(be=ie*B[H+s]*P):Se>0&&(be=ie*B[H+s]*P/Se),B[H+n]-=Te*be,B[H+r]-=ne*be;for(ie=1*($.outboundAttractionDistribution?Re:1),V=0;V<oe;V+=M)F=W[V+f],Y=W[V+g],j=W[V+m],xe=Math.pow(j,$.edgeWeightInfluence),Te=B[F+e]-B[Y+e],ne=B[F+t]-B[Y+t],ae===!0?(Se=Math.sqrt(Te*Te+ne*ne)-B[F+u]-B[Y+u],$.linLogMode?$.outboundAttractionDistribution?Se>0&&(be=-ie*xe*Math.log(1+Se)/Se/B[F+s]):Se>0&&(be=-ie*xe*Math.log(1+Se)/Se):$.outboundAttractionDistribution?Se>0&&(be=-ie*xe/B[F+s]):Se>0&&(be=-ie*xe)):(Se=Math.sqrt(Math.pow(Te,2)+Math.pow(ne,2)),$.linLogMode?$.outboundAttractionDistribution?Se>0&&(be=-ie*xe*Math.log(1+Se)/Se/B[F+s]):Se>0&&(be=-ie*xe*Math.log(1+Se)/Se):$.outboundAttractionDistribution?(Se=1,be=-ie*xe/B[F+s]):(Se=1,be=-ie*xe)),Se>0&&(B[F+n]+=Te*be,B[F+r]+=ne*be,B[Y+n]-=Te*be,B[Y+r]-=ne*be);var ee,de,Ne,ze,We,St;if(ae===!0)for(H=0;H<Q;H+=_)B[H+d]!==1&&(ee=Math.sqrt(Math.pow(B[H+n],2)+Math.pow(B[H+r],2)),ee>I&&(B[H+n]=B[H+n]*I/ee,B[H+r]=B[H+r]*I/ee),de=B[H+s]*Math.sqrt((B[H+a]-B[H+n])*(B[H+a]-B[H+n])+(B[H+o]-B[H+r])*(B[H+o]-B[H+r])),Ne=Math.sqrt((B[H+a]+B[H+n])*(B[H+a]+B[H+n])+(B[H+o]+B[H+r])*(B[H+o]+B[H+r]))/2,ze=.1*Math.log(1+Ne)/(1+Math.sqrt(de)),We=B[H+e]+B[H+n]*(ze/$.slowDown),B[H+e]=We,St=B[H+t]+B[H+r]*(ze/$.slowDown),B[H+t]=St);else for(H=0;H<Q;H+=_)B[H+d]!==1&&(de=B[H+s]*Math.sqrt((B[H+a]-B[H+n])*(B[H+a]-B[H+n])+(B[H+o]-B[H+r])*(B[H+o]-B[H+r])),Ne=Math.sqrt((B[H+a]+B[H+n])*(B[H+a]+B[H+n])+(B[H+o]+B[H+r])*(B[H+o]+B[H+r]))/2,ze=B[H+l]*Math.log(1+Ne)/(1+Math.sqrt(de)),B[H+l]=Math.min(1,Math.sqrt(ze*(Math.pow(B[H+n],2)+Math.pow(B[H+r],2))/(1+Math.sqrt(de)))),We=B[H+e]+B[H+n]*(ze/$.slowDown),B[H+e]=We,St=B[H+t]+B[H+r]*(ze/$.slowDown),B[H+t]=St);return{}},Bm}var Da={},uO;function h5(){if(uO)return Da;uO=1;var e=10,t=3;return Da.assign=function(n){n=n||{};var r=Array.prototype.slice.call(arguments).slice(1),a,o,s;for(a=0,s=r.length;a<s;a++)if(r[a])for(o in r[a])n[o]=r[a][o];return n},Da.validateSettings=function(n){return"linLogMode"in n&&typeof n.linLogMode!="boolean"?{message:"the `linLogMode` setting should be a boolean."}:"outboundAttractionDistribution"in n&&typeof n.outboundAttractionDistribution!="boolean"?{message:"the `outboundAttractionDistribution` setting should be a boolean."}:"adjustSizes"in n&&typeof n.adjustSizes!="boolean"?{message:"the `adjustSizes` setting should be a boolean."}:"edgeWeightInfluence"in n&&typeof n.edgeWeightInfluence!="number"?{message:"the `edgeWeightInfluence` setting should be a number."}:"scalingRatio"in n&&!(typeof n.scalingRatio=="number"&&n.scalingRatio>=0)?{message:"the `scalingRatio` setting should be a number >= 0."}:"strongGravityMode"in n&&typeof n.strongGravityMode!="boolean"?{message:"the `strongGravityMode` setting should be a boolean."}:"gravity"in n&&!(typeof n.gravity=="number"&&n.gravity>=0)?{message:"the `gravity` setting should be a number >= 0."}:"slowDown"in n&&!(typeof n.slowDown=="number"||n.slowDown>=0)?{message:"the `slowDown` setting should be a number >= 0."}:"barnesHutOptimize"in n&&typeof n.barnesHutOptimize!="boolean"?{message:"the `barnesHutOptimize` setting should be a boolean."}:"barnesHutTheta"in n&&!(typeof n.barnesHutTheta=="number"&&n.barnesHutTheta>=0)?{message:"the `barnesHutTheta` setting should be a number >= 0."}:null},Da.graphToByteArrays=function(n,r){var a=n.order,o=n.size,s={},l,u=new Float32Array(a*e),d=new Float32Array(o*t);return l=0,n.forEachNode(function(f,g){s[f]=l,u[l]=g.x,u[l+1]=g.y,u[l+2]=0,u[l+3]=0,u[l+4]=0,u[l+5]=0,u[l+6]=1,u[l+7]=1,u[l+8]=g.size||1,u[l+9]=g.fixed?1:0,l+=e}),l=0,n.forEachEdge(function(f,g,m,b,y,v,x){var T=s[m],k=s[b],R=r(f,g,m,b,y,v,x);u[T+6]+=R,u[k+6]+=R,d[l]=T,d[l+1]=k,d[l+2]=R,l+=t}),{nodes:u,edges:d}},Da.assignLayoutChanges=function(n,r,a){var o=0;n.updateEachNodeAttributes(function(s,l){return l.x=r[o],l.y=r[o+1],o+=e,a?a(s,l):l})},Da.readGraphPositions=function(n,r){var a=0;n.forEachNode(function(o,s){r[a]=s.x,r[a+1]=s.y,a+=e})},Da.collectLayoutChanges=function(n,r,a){for(var o=n.nodes(),s={},l=0,u=0,d=r.length;l<d;l+=e){if(a){var f=Object.assign({},n.getNodeAttributes(o[u]));f.x=r[l],f.y=r[l+1],f=a(o[u],f),s[o[u]]={x:f.x,y:f.y}}else s[o[u]]={x:r[l],y:r[l+1]};u++}return s},Da.createWorker=function(r){var a=window.URL||window.webkitURL,o=r.toString(),s=a.createObjectURL(new Blob(["("+o+").call(this);"],{type:"text/javascript"})),l=new Worker(s);return a.revokeObjectURL(s),l},Da}var jm,dO;function m5(){return dO||(dO=1,jm={linLogMode:!1,outboundAttractionDistribution:!1,adjustSizes:!1,edgeWeightInfluence:1,scalingRatio:1,strongGravityMode:!1,gravity:1,slowDown:1,barnesHutOptimize:!1,barnesHutTheta:.5}),jm}var Um,pO;function ure(){if(pO)return Um;pO=1;var e=ua(),t=FT().createEdgeWeightGetter,n=cre(),r=h5(),a=m5();function o(u,d,f){if(!e(d))throw new Error("graphology-layout-forceatlas2: the given graph is not a valid graphology instance.");typeof f=="number"&&(f={iterations:f});var g=f.iterations;if(typeof g!="number")throw new Error("graphology-layout-forceatlas2: invalid number of iterations.");if(g<=0)throw new Error("graphology-layout-forceatlas2: you should provide a positive number of iterations.");var m=t("getEdgeWeight"in f?f.getEdgeWeight:"weight").fromEntry,b=typeof f.outputReducer=="function"?f.outputReducer:null,y=r.assign({},a,f.settings),v=r.validateSettings(y);if(v)throw new Error("graphology-layout-forceatlas2: "+v.message);var x=r.graphToByteArrays(d,m),T;for(T=0;T<g;T++)n(y,x.nodes,x.edges);if(u){r.assignLayoutChanges(d,x.nodes,b);return}return r.collectLayoutChanges(d,x.nodes)}function s(u){var d=typeof u=="number"?u:u.order;return{barnesHutOptimize:d>2e3,strongGravityMode:!0,gravity:.05,scalingRatio:10,slowDown:1+Math.log(d)}}var l=o.bind(null,!1);return l.assign=o.bind(null,!0),l.inferSettings=s,Um=l,Um}var dre=ure();const pre=dn(dre);var Gm,fO;function fre(){return fO||(fO=1,Gm=function(){var t,n,r={};(function(){var o=0,s=1,l=2,u=3,d=4,f=5,g=6,m=7,b=8,y=9,v=0,x=1,T=2,k=0,R=1,O=2,N=3,C=4,_=5,M=6,D=7,I=8,U=3,$=10,B=3,W=9,K=10;r.exports=function(H,F,Y){var L,V,j,P,Z,Q,oe,ae,ce,Re,ie=F.length,Te=Y.length,ne=H.adjustSizes,xe=H.barnesHutTheta*H.barnesHutTheta,Se,be,J,fe,ke,he,we,se=[];for(j=0;j<ie;j+=$)F[j+d]=F[j+l],F[j+f]=F[j+u],F[j+l]=0,F[j+u]=0;if(H.outboundAttractionDistribution){for(Se=0,j=0;j<ie;j+=$)Se+=F[j+g];Se/=ie/$}if(H.barnesHutOptimize){var Be=1/0,je=-1/0,ye=1/0,Oe=-1/0,ee,de,Ne;for(j=0;j<ie;j+=$)Be=Math.min(Be,F[j+o]),je=Math.max(je,F[j+o]),ye=Math.min(ye,F[j+s]),Oe=Math.max(Oe,F[j+s]);var ze=je-Be,We=Oe-ye;for(ze>We?(ye-=(ze-We)/2,Oe=ye+ze):(Be-=(We-ze)/2,je=Be+We),se[0+k]=-1,se[0+R]=(Be+je)/2,se[0+O]=(ye+Oe)/2,se[0+N]=Math.max(je-Be,Oe-ye),se[0+C]=-1,se[0+_]=-1,se[0+M]=0,se[0+D]=0,se[0+I]=0,L=1,j=0;j<ie;j+=$)for(V=0,Ne=U;;)if(se[V+_]>=0){F[j+o]<se[V+R]?F[j+s]<se[V+O]?ee=se[V+_]:ee=se[V+_]+W:F[j+s]<se[V+O]?ee=se[V+_]+W*2:ee=se[V+_]+W*3,se[V+D]=(se[V+D]*se[V+M]+F[j+o]*F[j+g])/(se[V+M]+F[j+g]),se[V+I]=(se[V+I]*se[V+M]+F[j+s]*F[j+g])/(se[V+M]+F[j+g]),se[V+M]+=F[j+g],V=ee;continue}else if(se[V+k]<0){se[V+k]=j;break}else{if(se[V+_]=L*W,ae=se[V+N]/2,ce=se[V+_],se[ce+k]=-1,se[ce+R]=se[V+R]-ae,se[ce+O]=se[V+O]-ae,se[ce+N]=ae,se[ce+C]=ce+W,se[ce+_]=-1,se[ce+M]=0,se[ce+D]=0,se[ce+I]=0,ce+=W,se[ce+k]=-1,se[ce+R]=se[V+R]-ae,se[ce+O]=se[V+O]+ae,se[ce+N]=ae,se[ce+C]=ce+W,se[ce+_]=-1,se[ce+M]=0,se[ce+D]=0,se[ce+I]=0,ce+=W,se[ce+k]=-1,se[ce+R]=se[V+R]+ae,se[ce+O]=se[V+O]-ae,se[ce+N]=ae,se[ce+C]=ce+W,se[ce+_]=-1,se[ce+M]=0,se[ce+D]=0,se[ce+I]=0,ce+=W,se[ce+k]=-1,se[ce+R]=se[V+R]+ae,se[ce+O]=se[V+O]+ae,se[ce+N]=ae,se[ce+C]=se[V+C],se[ce+_]=-1,se[ce+M]=0,se[ce+D]=0,se[ce+I]=0,L+=4,F[se[V+k]+o]<se[V+R]?F[se[V+k]+s]<se[V+O]?ee=se[V+_]:ee=se[V+_]+W:F[se[V+k]+s]<se[V+O]?ee=se[V+_]+W*2:ee=se[V+_]+W*3,se[V+M]=F[se[V+k]+g],se[V+D]=F[se[V+k]+o],se[V+I]=F[se[V+k]+s],se[ee+k]=se[V+k],se[V+k]=-1,F[j+o]<se[V+R]?F[j+s]<se[V+O]?de=se[V+_]:de=se[V+_]+W:F[j+s]<se[V+O]?de=se[V+_]+W*2:de=se[V+_]+W*3,ee===de)if(Ne--){V=ee;continue}else{Ne=U;break}se[de+k]=j;break}}if(H.barnesHutOptimize)for(be=H.scalingRatio,j=0;j<ie;j+=$)for(V=0;;)if(se[V+_]>=0)if(he=Math.pow(F[j+o]-se[V+D],2)+Math.pow(F[j+s]-se[V+I],2),Re=se[V+N],4*Re*Re/he<xe){if(J=F[j+o]-se[V+D],fe=F[j+s]-se[V+I],ne===!0?he>0?(we=be*F[j+g]*se[V+M]/he,F[j+l]+=J*we,F[j+u]+=fe*we):he<0&&(we=-be*F[j+g]*se[V+M]/Math.sqrt(he),F[j+l]+=J*we,F[j+u]+=fe*we):he>0&&(we=be*F[j+g]*se[V+M]/he,F[j+l]+=J*we,F[j+u]+=fe*we),V=se[V+C],V<0)break;continue}else{V=se[V+_];continue}else{if(Q=se[V+k],Q>=0&&Q!==j&&(J=F[j+o]-F[Q+o],fe=F[j+s]-F[Q+s],he=J*J+fe*fe,ne===!0?he>0?(we=be*F[j+g]*F[Q+g]/he,F[j+l]+=J*we,F[j+u]+=fe*we):he<0&&(we=-be*F[j+g]*F[Q+g]/Math.sqrt(he),F[j+l]+=J*we,F[j+u]+=fe*we):he>0&&(we=be*F[j+g]*F[Q+g]/he,F[j+l]+=J*we,F[j+u]+=fe*we)),V=se[V+C],V<0)break;continue}else for(be=H.scalingRatio,P=0;P<ie;P+=$)for(Z=0;Z<P;Z+=$)J=F[P+o]-F[Z+o],fe=F[P+s]-F[Z+s],ne===!0?(he=Math.sqrt(J*J+fe*fe)-F[P+b]-F[Z+b],he>0?(we=be*F[P+g]*F[Z+g]/he/he,F[P+l]+=J*we,F[P+u]+=fe*we,F[Z+l]-=J*we,F[Z+u]-=fe*we):he<0&&(we=100*be*F[P+g]*F[Z+g],F[P+l]+=J*we,F[P+u]+=fe*we,F[Z+l]-=J*we,F[Z+u]-=fe*we)):(he=Math.sqrt(J*J+fe*fe),he>0&&(we=be*F[P+g]*F[Z+g]/he/he,F[P+l]+=J*we,F[P+u]+=fe*we,F[Z+l]-=J*we,F[Z+u]-=fe*we));for(ce=H.gravity/H.scalingRatio,be=H.scalingRatio,j=0;j<ie;j+=$)we=0,J=F[j+o],fe=F[j+s],he=Math.sqrt(Math.pow(J,2)+Math.pow(fe,2)),H.strongGravityMode?he>0&&(we=be*F[j+g]*ce):he>0&&(we=be*F[j+g]*ce/he),F[j+l]-=J*we,F[j+u]-=fe*we;for(be=1*(H.outboundAttractionDistribution?Se:1),oe=0;oe<Te;oe+=B)P=Y[oe+v],Z=Y[oe+x],ae=Y[oe+T],ke=Math.pow(ae,H.edgeWeightInfluence),J=F[P+o]-F[Z+o],fe=F[P+s]-F[Z+s],ne===!0?(he=Math.sqrt(J*J+fe*fe)-F[P+b]-F[Z+b],H.linLogMode?H.outboundAttractionDistribution?he>0&&(we=-be*ke*Math.log(1+he)/he/F[P+g]):he>0&&(we=-be*ke*Math.log(1+he)/he):H.outboundAttractionDistribution?he>0&&(we=-be*ke/F[P+g]):he>0&&(we=-be*ke)):(he=Math.sqrt(Math.pow(J,2)+Math.pow(fe,2)),H.linLogMode?H.outboundAttractionDistribution?he>0&&(we=-be*ke*Math.log(1+he)/he/F[P+g]):he>0&&(we=-be*ke*Math.log(1+he)/he):H.outboundAttractionDistribution?(he=1,we=-be*ke/F[P+g]):(he=1,we=-be*ke)),he>0&&(F[P+l]+=J*we,F[P+u]+=fe*we,F[Z+l]-=J*we,F[Z+u]-=fe*we);var St,Tt,bt,et,At,st;if(ne===!0)for(j=0;j<ie;j+=$)F[j+y]!==1&&(St=Math.sqrt(Math.pow(F[j+l],2)+Math.pow(F[j+u],2)),St>K&&(F[j+l]=F[j+l]*K/St,F[j+u]=F[j+u]*K/St),Tt=F[j+g]*Math.sqrt((F[j+d]-F[j+l])*(F[j+d]-F[j+l])+(F[j+f]-F[j+u])*(F[j+f]-F[j+u])),bt=Math.sqrt((F[j+d]+F[j+l])*(F[j+d]+F[j+l])+(F[j+f]+F[j+u])*(F[j+f]+F[j+u]))/2,et=.1*Math.log(1+bt)/(1+Math.sqrt(Tt)),At=F[j+o]+F[j+l]*(et/H.slowDown),F[j+o]=At,st=F[j+s]+F[j+u]*(et/H.slowDown),F[j+s]=st);else for(j=0;j<ie;j+=$)F[j+y]!==1&&(Tt=F[j+g]*Math.sqrt((F[j+d]-F[j+l])*(F[j+d]-F[j+l])+(F[j+f]-F[j+u])*(F[j+f]-F[j+u])),bt=Math.sqrt((F[j+d]+F[j+l])*(F[j+d]+F[j+l])+(F[j+f]+F[j+u])*(F[j+f]+F[j+u]))/2,et=F[j+m]*Math.log(1+bt)/(1+Math.sqrt(Tt)),F[j+m]=Math.min(1,Math.sqrt(et*(Math.pow(F[j+l],2)+Math.pow(F[j+u],2))/(1+Math.sqrt(Tt)))),At=F[j+o]+F[j+l]*(et/H.slowDown),F[j+o]=At,st=F[j+s]+F[j+u]*(et/H.slowDown),F[j+s]=st);return{}}})();var a=r.exports;self.addEventListener("message",function(o){var s=o.data;t=new Float32Array(s.nodes),s.edges&&(n=new Float32Array(s.edges)),a(s.settings,t,n),self.postMessage({nodes:t.buffer},[t.buffer])})}),Gm}var Hm,gO;function gre(){if(gO)return Hm;gO=1;var e=fre(),t=ua(),n=FT().createEdgeWeightGetter,r=h5(),a=m5();function o(s,l){if(l=l||{},!t(s))throw new Error("graphology-layout-forceatlas2/worker: the given graph is not a valid graphology instance.");var u=n("getEdgeWeight"in l?l.getEdgeWeight:"weight").fromEntry,d=r.assign({},a,l.settings),f=r.validateSettings(d);if(f)throw new Error("graphology-layout-forceatlas2/worker: "+f.message);this.worker=null,this.graph=s,this.settings=d,this.getEdgeWeight=u,this.matrices=null,this.running=!1,this.killed=!1,this.outputReducer=typeof l.outputReducer=="function"?l.outputReducer:null,this.handleMessage=this.handleMessage.bind(this);var g=void 0,m=this;this.handleGraphUpdate=function(){m.worker&&m.worker.terminate(),g&&clearTimeout(g),g=setTimeout(function(){g=void 0,m.spawnWorker()},0)},s.on("nodeAdded",this.handleGraphUpdate),s.on("edgeAdded",this.handleGraphUpdate),s.on("nodeDropped",this.handleGraphUpdate),s.on("edgeDropped",this.handleGraphUpdate),this.spawnWorker()}return o.prototype.isRunning=function(){return this.running},o.prototype.spawnWorker=function(){this.worker&&this.worker.terminate(),this.worker=r.createWorker(e),this.worker.addEventListener("message",this.handleMessage),this.running&&(this.running=!1,this.start())},o.prototype.handleMessage=function(s){if(this.running){var l=new Float32Array(s.data.nodes);r.assignLayoutChanges(this.graph,l,this.outputReducer),this.outputReducer&&r.readGraphPositions(this.graph,l),this.matrices.nodes=l,this.askForIterations()}},o.prototype.askForIterations=function(s){var l=this.matrices,u={settings:this.settings,nodes:l.nodes.buffer},d=[l.nodes.buffer];return s&&(u.edges=l.edges.buffer,d.push(l.edges.buffer)),this.worker.postMessage(u,d),this},o.prototype.start=function(){if(this.killed)throw new Error("graphology-layout-forceatlas2/worker.start: layout was killed.");return this.running?this:(this.matrices=r.graphToByteArrays(this.graph,this.getEdgeWeight),this.running=!0,this.askForIterations(!0),this)},o.prototype.stop=function(){return this.running=!1,this},o.prototype.kill=function(){if(this.killed)return this;this.running=!1,this.killed=!0,this.matrices=null,this.worker.terminate(),this.graph.removeListener("nodeAdded",this.handleGraphUpdate),this.graph.removeListener("edgeAdded",this.handleGraphUpdate),this.graph.removeListener("nodeDropped",this.handleGraphUpdate),this.graph.removeListener("edgeDropped",this.handleGraphUpdate)},Hm=o,Hm}var hre=gre();const mre=dn(hre);function b5(e={iterations:100}){return Js(pre,e)}function bre(e={}){return PT(mre,e)}var $m,hO;function yre(){if(hO)return $m;hO=1;var e=0,t=1,n=2,r=3;function a(s,l){return s+"§"+l}function o(){return .01*(.5-Math.random())}return $m=function(l,u){var d=l.margin,f=l.ratio,g=l.expansion,m=l.gridSize,b=l.speed,y,v,x,T,k,R,O=!0,N=u.length,C=N/r|0,_=new Float32Array(C),M=new Float32Array(C),D=1/0,I=1/0,U=-1/0,$=-1/0;for(y=0;y<N;y+=r)x=u[y+e],T=u[y+t],R=u[y+n]*f+d,D=Math.min(D,x-R),U=Math.max(U,x+R),I=Math.min(I,T-R),$=Math.max($,T+R);var B=U-D,W=$-I,K=(D+U)/2,G=(I+$)/2;D=K-g*B/2,U=K+g*B/2,I=G-g*W/2,$=G+g*W/2;var H=new Array(m*m),F=H.length,Y;for(Y=0;Y<F;Y++)H[Y]=[];var L,V,j,P,Z,Q,oe,ae,ce,Re;for(y=0;y<N;y+=r)for(x=u[y+e],T=u[y+t],R=u[y+n]*f+d,L=x-R,V=x+R,j=T-R,P=T+R,Z=Math.floor(m*(L-D)/(U-D)),Q=Math.floor(m*(V-D)/(U-D)),oe=Math.floor(m*(j-I)/($-I)),ae=Math.floor(m*(P-I)/($-I)),ce=Z;ce<=Q;ce++)for(Re=oe;Re<=ae;Re++)H[ce*m+Re].push(y);var ie,Te=new Set,ne,xe,Se,be,J,fe,ke,he,we,se,Be,je,ye;for(Y=0;Y<F;Y++)for(ie=H[Y],y=0,k=ie.length;y<k;y++)for(ne=ie[y],Se=u[ne+e],J=u[ne+t],ke=u[ne+n],v=y+1;v<k;v++)xe=ie[v],we=a(ne,xe),!(F>1&&Te.has(we))&&(F>1&&Te.add(we),be=u[xe+e],fe=u[xe+t],he=u[xe+n],se=be-Se,Be=fe-J,je=Math.sqrt(se*se+Be*Be),ye=je<ke*f+d+(he*f+d),ye&&(O=!1,xe=xe/r|0,je>0?(_[xe]+=se/je*(1+ke),M[xe]+=Be/je*(1+ke)):(_[xe]+=B*o(),M[xe]+=W*o())));for(y=0,v=0;y<N;y+=r,v++)u[y+e]+=_[v]*.1*b,u[y+t]+=M[v]*.1*b;return{converged:O}},$m}var si={},mO;function y5(){if(mO)return si;mO=1;var e=3;return si.validateSettings=function(t){return"gridSize"in t&&typeof t.gridSize!="number"||t.gridSize<=0?{message:"the `gridSize` setting should be a positive number."}:"margin"in t&&typeof t.margin!="number"||t.margin<0?{message:"the `margin` setting should be 0 or a positive number."}:"expansion"in t&&typeof t.expansion!="number"||t.expansion<=0?{message:"the `expansion` setting should be a positive number."}:"ratio"in t&&typeof t.ratio!="number"||t.ratio<=0?{message:"the `ratio` setting should be a positive number."}:"speed"in t&&typeof t.speed!="number"||t.speed<=0?{message:"the `speed` setting should be a positive number."}:null},si.graphToByteArray=function(t,n){var r=t.order,a=new Float32Array(r*e),o=0;return t.forEachNode(function(s,l){typeof n=="function"&&(l=n(s,l)),a[o]=l.x,a[o+1]=l.y,a[o+2]=l.size||1,o+=e}),a},si.assignLayoutChanges=function(t,n,r){var a=0;t.forEachNode(function(o){var s={x:n[a],y:n[a+1]};typeof r=="function"&&(s=r(o,s)),t.mergeNodeAttributes(o,s),a+=e})},si.collectLayoutChanges=function(t,n,r){var a={},o=0;return t.forEachNode(function(s){var l={x:n[o],y:n[o+1]};typeof r=="function"&&(l=r(s,l)),a[s]=l,o+=e}),a},si.createWorker=function(n){var r=window.URL||window.webkitURL,a=n.toString(),o=r.createObjectURL(new Blob(["("+a+").call(this);"],{type:"text/javascript"})),s=new Worker(o);return r.revokeObjectURL(o),s},si}var qm,bO;function v5(){return bO||(bO=1,qm={gridSize:20,margin:5,expansion:1.1,ratio:1,speed:3}),qm}var Vm,yO;function vre(){if(yO)return Vm;yO=1;var e=ua(),t=yre(),n=y5(),r=v5(),a=500;function o(l,u,d){if(!e(u))throw new Error("graphology-layout-noverlap: the given graph is not a valid graphology instance.");typeof d=="number"?d={maxIterations:d}:d=d||{};var f=d.maxIterations||a;if(typeof f!="number"||f<=0)throw new Error("graphology-layout-force: you should provide a positive number of maximum iterations.");var g=Object.assign({},r,d.settings),m=n.validateSettings(g);if(m)throw new Error("graphology-layout-noverlap: "+m.message);var b=n.graphToByteArray(u,d.inputReducer),y=!1,v;for(v=0;v<f&&!y;v++)y=t(g,b).converged;if(l){n.assignLayoutChanges(u,b,d.outputReducer);return}return n.collectLayoutChanges(u,b,d.outputReducer)}var s=o.bind(null,!1);return s.assign=o.bind(null,!0),Vm=s,Vm}var Sre=vre();const wre=dn(Sre);var Wm,vO;function Ere(){return vO||(vO=1,Wm=function(){var t,n={};(function(){var a=0,o=1,s=2,l=3;function u(f,g){return f+"§"+g}function d(){return .01*(.5-Math.random())}n.exports=function(g,m){var b=g.margin,y=g.ratio,v=g.expansion,x=g.gridSize,T=g.speed,k,R,O,N,C,_,M=!0,D=m.length,I=D/l|0,U=new Float32Array(I),$=new Float32Array(I),B=1/0,W=1/0,K=-1/0,G=-1/0;for(k=0;k<D;k+=l)O=m[k+a],N=m[k+o],_=m[k+s]*y+b,B=Math.min(B,O-_),K=Math.max(K,O+_),W=Math.min(W,N-_),G=Math.max(G,N+_);var H=K-B,F=G-W,Y=(B+K)/2,L=(W+G)/2;B=Y-v*H/2,K=Y+v*H/2,W=L-v*F/2,G=L+v*F/2;var V=new Array(x*x),j=V.length,P;for(P=0;P<j;P++)V[P]=[];var Z,Q,oe,ae,ce,Re,ie,Te,ne,xe;for(k=0;k<D;k+=l)for(O=m[k+a],N=m[k+o],_=m[k+s]*y+b,Z=O-_,Q=O+_,oe=N-_,ae=N+_,ce=Math.floor(x*(Z-B)/(K-B)),Re=Math.floor(x*(Q-B)/(K-B)),ie=Math.floor(x*(oe-W)/(G-W)),Te=Math.floor(x*(ae-W)/(G-W)),ne=ce;ne<=Re;ne++)for(xe=ie;xe<=Te;xe++)V[ne*x+xe].push(k);var Se,be=new Set,J,fe,ke,he,we,se,Be,je,ye,Oe,ee,de,Ne;for(P=0;P<j;P++)for(Se=V[P],k=0,C=Se.length;k<C;k++)for(J=Se[k],ke=m[J+a],we=m[J+o],Be=m[J+s],R=k+1;R<C;R++)fe=Se[R],ye=u(J,fe),!(j>1&&be.has(ye))&&(j>1&&be.add(ye),he=m[fe+a],se=m[fe+o],je=m[fe+s],Oe=he-ke,ee=se-we,de=Math.sqrt(Oe*Oe+ee*ee),Ne=de<Be*y+b+(je*y+b),Ne&&(M=!1,fe=fe/l|0,de>0?(U[fe]+=Oe/de*(1+Be),$[fe]+=ee/de*(1+Be)):(U[fe]+=H*d(),$[fe]+=F*d())));for(k=0,R=0;k<D;k+=l,R++)m[k+a]+=U[R]*.1*T,m[k+o]+=$[R]*.1*T;return{converged:M}}})();var r=n.exports;self.addEventListener("message",function(a){var o=a.data;t=new Float32Array(o.nodes);var s=r(o.settings,t);self.postMessage({result:s,nodes:t.buffer},[t.buffer])})}),Wm}var Ym,SO;function xre(){if(SO)return Ym;SO=1;var e=Ere(),t=ua(),n=y5(),r=v5();function a(o,s){if(s=s||{},!t(o))throw new Error("graphology-layout-noverlap/worker: the given graph is not a valid graphology instance.");var l=Object.assign({},r,s.settings),u=n.validateSettings(l);if(u)throw new Error("graphology-layout-noverlap/worker: "+u.message);this.worker=null,this.graph=o,this.settings=l,this.matrices=null,this.running=!1,this.killed=!1,this.inputReducer=s.inputReducer,this.outputReducer=s.outputReducer,this.callbacks={onConverged:typeof s.onConverged=="function"?s.onConverged:null},this.handleMessage=this.handleMessage.bind(this);var d=!1,f=this;this.handleAddition=function(){d||(d=!0,f.spawnWorker(),setTimeout(function(){d=!1},0))},o.on("nodeAdded",this.handleAddition),o.on("edgeAdded",this.handleAddition),this.spawnWorker()}return a.prototype.isRunning=function(){return this.running},a.prototype.spawnWorker=function(){this.worker&&this.worker.terminate(),this.worker=n.createWorker(e),this.worker.addEventListener("message",this.handleMessage),this.running&&(this.running=!1,this.start())},a.prototype.handleMessage=function(o){if(this.running){var s=new 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if(se[V+k]<0){se[V+k]=j;break}else{if(se[V+N]=M*W,ae=se[V+_]/2,ce=se[V+N],se[ce+k]=-1,se[ce+R]=se[V+R]-ae,se[ce+O]=se[V+O]-ae,se[ce+_]=ae,se[ce+C]=ce+W,se[ce+N]=-1,se[ce+L]=0,se[ce+D]=0,se[ce+I]=0,ce+=W,se[ce+k]=-1,se[ce+R]=se[V+R]-ae,se[ce+O]=se[V+O]+ae,se[ce+_]=ae,se[ce+C]=ce+W,se[ce+N]=-1,se[ce+L]=0,se[ce+D]=0,se[ce+I]=0,ce+=W,se[ce+k]=-1,se[ce+R]=se[V+R]+ae,se[ce+O]=se[V+O]-ae,se[ce+_]=ae,se[ce+C]=ce+W,se[ce+N]=-1,se[ce+L]=0,se[ce+D]=0,se[ce+I]=0,ce+=W,se[ce+k]=-1,se[ce+R]=se[V+R]+ae,se[ce+O]=se[V+O]+ae,se[ce+_]=ae,se[ce+C]=se[V+C],se[ce+N]=-1,se[ce+L]=0,se[ce+D]=0,se[ce+I]=0,M+=4,F[se[V+k]+o]<se[V+R]?F[se[V+k]+s]<se[V+O]?ee=se[V+N]:ee=se[V+N]+W:F[se[V+k]+s]<se[V+O]?ee=se[V+N]+W*2:ee=se[V+N]+W*3,se[V+L]=F[se[V+k]+g],se[V+D]=F[se[V+k]+o],se[V+I]=F[se[V+k]+s],se[ee+k]=se[V+k],se[V+k]=-1,F[j+o]<se[V+R]?F[j+s]<se[V+O]?de=se[V+N]:de=se[V+N]+W:F[j+s]<se[V+O]?de=se[V+N]+W*2:de=se[V+N]+W*3,ee===de)if(Ne--){V=ee;continue}else{Ne=U;break}se[de+k]=j;break}}if(H.barnesHutOptimize)for(be=H.scalingRatio,j=0;j<ie;j+=$)for(V=0;;)if(se[V+N]>=0)if(he=Math.pow(F[j+o]-se[V+D],2)+Math.pow(F[j+s]-se[V+I],2),Re=se[V+_],4*Re*Re/he<xe){if(J=F[j+o]-se[V+D],fe=F[j+s]-se[V+I],ne===!0?he>0?(we=be*F[j+g]*se[V+L]/he,F[j+l]+=J*we,F[j+u]+=fe*we):he<0&&(we=-be*F[j+g]*se[V+L]/Math.sqrt(he),F[j+l]+=J*we,F[j+u]+=fe*we):he>0&&(we=be*F[j+g]*se[V+L]/he,F[j+l]+=J*we,F[j+u]+=fe*we),V=se[V+C],V<0)break;continue}else{V=se[V+N];continue}else{if(Q=se[V+k],Q>=0&&Q!==j&&(J=F[j+o]-F[Q+o],fe=F[j+s]-F[Q+s],he=J*J+fe*fe,ne===!0?he>0?(we=be*F[j+g]*F[Q+g]/he,F[j+l]+=J*we,F[j+u]+=fe*we):he<0&&(we=-be*F[j+g]*F[Q+g]/Math.sqrt(he),F[j+l]+=J*we,F[j+u]+=fe*we):he>0&&(we=be*F[j+g]*F[Q+g]/he,F[j+l]+=J*we,F[j+u]+=fe*we)),V=se[V+C],V<0)break;continue}else for(be=H.scalingRatio,P=0;P<ie;P+=$)for(Z=0;Z<P;Z+=$)J=F[P+o]-F[Z+o],fe=F[P+s]-F[Z+s],ne===!0?(he=Math.sqrt(J*J+fe*fe)-F[P+b]-F[Z+b],he>0?(we=be*F[P+g]*F[Z+g]/he/he,F[P+l]+=J*we,F[P+u]+=fe*we,F[Z+l]-=J*we,F[Z+u]-=fe*we):he<0&&(we=100*be*F[P+g]*F[Z+g],F[P+l]+=J*we,F[P+u]+=fe*we,F[Z+l]-=J*we,F[Z+u]-=fe*we)):(he=Math.sqrt(J*J+fe*fe),he>0&&(we=be*F[P+g]*F[Z+g]/he/he,F[P+l]+=J*we,F[P+u]+=fe*we,F[Z+l]-=J*we,F[Z+u]-=fe*we));for(ce=H.gravity/H.scalingRatio,be=H.scalingRatio,j=0;j<ie;j+=$)we=0,J=F[j+o],fe=F[j+s],he=Math.sqrt(Math.pow(J,2)+Math.pow(fe,2)),H.strongGravityMode?he>0&&(we=be*F[j+g]*ce):he>0&&(we=be*F[j+g]*ce/he),F[j+l]-=J*we,F[j+u]-=fe*we;for(be=1*(H.outboundAttractionDistribution?Se:1),oe=0;oe<Te;oe+=B)P=Y[oe+v],Z=Y[oe+x],ae=Y[oe+T],ke=Math.pow(ae,H.edgeWeightInfluence),J=F[P+o]-F[Z+o],fe=F[P+s]-F[Z+s],ne===!0?(he=Math.sqrt(J*J+fe*fe)-F[P+b]-F[Z+b],H.linLogMode?H.outboundAttractionDistribution?he>0&&(we=-be*ke*Math.log(1+he)/he/F[P+g]):he>0&&(we=-be*ke*Math.log(1+he)/he):H.outboundAttractionDistribution?he>0&&(we=-be*ke/F[P+g]):he>0&&(we=-be*ke)):(he=Math.sqrt(Math.pow(J,2)+Math.pow(fe,2)),H.linLogMode?H.outboundAttractionDistribution?he>0&&(we=-be*ke*Math.log(1+he)/he/F[P+g]):he>0&&(we=-be*ke*Math.log(1+he)/he):H.outboundAttractionDistribution?(he=1,we=-be*ke/F[P+g]):(he=1,we=-be*ke)),he>0&&(F[P+l]+=J*we,F[P+u]+=fe*we,F[Z+l]-=J*we,F[Z+u]-=fe*we);var wt,Tt,yt,et,Rt,st;if(ne===!0)for(j=0;j<ie;j+=$)F[j+y]!==1&&(wt=Math.sqrt(Math.pow(F[j+l],2)+Math.pow(F[j+u],2)),wt>K&&(F[j+l]=F[j+l]*K/wt,F[j+u]=F[j+u]*K/wt),Tt=F[j+g]*Math.sqrt((F[j+d]-F[j+l])*(F[j+d]-F[j+l])+(F[j+f]-F[j+u])*(F[j+f]-F[j+u])),yt=Math.sqrt((F[j+d]+F[j+l])*(F[j+d]+F[j+l])+(F[j+f]+F[j+u])*(F[j+f]+F[j+u]))/2,et=.1*Math.log(1+yt)/(1+Math.sqrt(Tt)),Rt=F[j+o]+F[j+l]*(et/H.slowDown),F[j+o]=Rt,st=F[j+s]+F[j+u]*(et/H.slowDown),F[j+s]=st);else for(j=0;j<ie;j+=$)F[j+y]!==1&&(Tt=F[j+g]*Math.sqrt((F[j+d]-F[j+l])*(F[j+d]-F[j+l])+(F[j+f]-F[j+u])*(F[j+f]-F[j+u])),yt=Math.sqrt((F[j+d]+F[j+l])*(F[j+d]+F[j+l])+(F[j+f]+F[j+u])*(F[j+f]+F[j+u]))/2,et=F[j+m]*Math.log(1+yt)/(1+Math.sqrt(Tt)),F[j+m]=Math.min(1,Math.sqrt(et*(Math.pow(F[j+l],2)+Math.pow(F[j+u],2))/(1+Math.sqrt(Tt)))),Rt=F[j+o]+F[j+l]*(et/H.slowDown),F[j+o]=Rt,st=F[j+s]+F[j+u]*(et/H.slowDown),F[j+s]=st);return{}}})();var a=r.exports;self.addEventListener("message",function(o){var s=o.data;t=new Float32Array(s.nodes),s.edges&&(n=new Float32Array(s.edges)),a(s.settings,t,n),self.postMessage({nodes:t.buffer},[t.buffer])})}),Gm}var Hm,hO;function vre(){if(hO)return Hm;hO=1;var e=yre(),t=ua(),n=zT().createEdgeWeightGetter,r=h5(),a=m5();function o(s,l){if(l=l||{},!t(s))throw new Error("graphology-layout-forceatlas2/worker: the given graph is not a valid graphology instance.");var u=n("getEdgeWeight"in l?l.getEdgeWeight:"weight").fromEntry,d=r.assign({},a,l.settings),f=r.validateSettings(d);if(f)throw new Error("graphology-layout-forceatlas2/worker: "+f.message);this.worker=null,this.graph=s,this.settings=d,this.getEdgeWeight=u,this.matrices=null,this.running=!1,this.killed=!1,this.outputReducer=typeof l.outputReducer=="function"?l.outputReducer:null,this.handleMessage=this.handleMessage.bind(this);var g=void 0,m=this;this.handleGraphUpdate=function(){m.worker&&m.worker.terminate(),g&&clearTimeout(g),g=setTimeout(function(){g=void 0,m.spawnWorker()},0)},s.on("nodeAdded",this.handleGraphUpdate),s.on("edgeAdded",this.handleGraphUpdate),s.on("nodeDropped",this.handleGraphUpdate),s.on("edgeDropped",this.handleGraphUpdate),this.spawnWorker()}return o.prototype.isRunning=function(){return this.running},o.prototype.spawnWorker=function(){this.worker&&this.worker.terminate(),this.worker=r.createWorker(e),this.worker.addEventListener("message",this.handleMessage),this.running&&(this.running=!1,this.start())},o.prototype.handleMessage=function(s){if(this.running){var l=new Float32Array(s.data.nodes);r.assignLayoutChanges(this.graph,l,this.outputReducer),this.outputReducer&&r.readGraphPositions(this.graph,l),this.matrices.nodes=l,this.askForIterations()}},o.prototype.askForIterations=function(s){var l=this.matrices,u={settings:this.settings,nodes:l.nodes.buffer},d=[l.nodes.buffer];return s&&(u.edges=l.edges.buffer,d.push(l.edges.buffer)),this.worker.postMessage(u,d),this},o.prototype.start=function(){if(this.killed)throw new Error("graphology-layout-forceatlas2/worker.start: layout was killed.");return this.running?this:(this.matrices=r.graphToByteArrays(this.graph,this.getEdgeWeight),this.running=!0,this.askForIterations(!0),this)},o.prototype.stop=function(){return this.running=!1,this},o.prototype.kill=function(){if(this.killed)return this;this.running=!1,this.killed=!0,this.matrices=null,this.worker.terminate(),this.graph.removeListener("nodeAdded",this.handleGraphUpdate),this.graph.removeListener("edgeAdded",this.handleGraphUpdate),this.graph.removeListener("nodeDropped",this.handleGraphUpdate),this.graph.removeListener("edgeDropped",this.handleGraphUpdate)},Hm=o,Hm}var Sre=vre();const wre=dn(Sre);function b5(e={iterations:100}){return rl(bre,e)}function Ere(e={}){return FT(wre,e)}var $m,mO;function xre(){if(mO)return $m;mO=1;var e=0,t=1,n=2,r=3;function a(s,l){return s+"§"+l}function o(){return .01*(.5-Math.random())}return $m=function(l,u){var d=l.margin,f=l.ratio,g=l.expansion,m=l.gridSize,b=l.speed,y,v,x,T,k,R,O=!0,_=u.length,C=_/r|0,N=new Float32Array(C),L=new Float32Array(C),D=1/0,I=1/0,U=-1/0,$=-1/0;for(y=0;y<_;y+=r)x=u[y+e],T=u[y+t],R=u[y+n]*f+d,D=Math.min(D,x-R),U=Math.max(U,x+R),I=Math.min(I,T-R),$=Math.max($,T+R);var B=U-D,W=$-I,K=(D+U)/2,G=(I+$)/2;D=K-g*B/2,U=K+g*B/2,I=G-g*W/2,$=G+g*W/2;var H=new Array(m*m),F=H.length,Y;for(Y=0;Y<F;Y++)H[Y]=[];var M,V,j,P,Z,Q,oe,ae,ce,Re;for(y=0;y<_;y+=r)for(x=u[y+e],T=u[y+t],R=u[y+n]*f+d,M=x-R,V=x+R,j=T-R,P=T+R,Z=Math.floor(m*(M-D)/(U-D)),Q=Math.floor(m*(V-D)/(U-D)),oe=Math.floor(m*(j-I)/($-I)),ae=Math.floor(m*(P-I)/($-I)),ce=Z;ce<=Q;ce++)for(Re=oe;Re<=ae;Re++)H[ce*m+Re].push(y);var ie,Te=new Set,ne,xe,Se,be,J,fe,ke,he,we,se,Be,je,ye;for(Y=0;Y<F;Y++)for(ie=H[Y],y=0,k=ie.length;y<k;y++)for(ne=ie[y],Se=u[ne+e],J=u[ne+t],ke=u[ne+n],v=y+1;v<k;v++)xe=ie[v],we=a(ne,xe),!(F>1&&Te.has(we))&&(F>1&&Te.add(we),be=u[xe+e],fe=u[xe+t],he=u[xe+n],se=be-Se,Be=fe-J,je=Math.sqrt(se*se+Be*Be),ye=je<ke*f+d+(he*f+d),ye&&(O=!1,xe=xe/r|0,je>0?(N[xe]+=se/je*(1+ke),L[xe]+=Be/je*(1+ke)):(N[xe]+=B*o(),L[xe]+=W*o())));for(y=0,v=0;y<_;y+=r,v++)u[y+e]+=N[v]*.1*b,u[y+t]+=L[v]*.1*b;return{converged:O}},$m}var si={},bO;function y5(){if(bO)return si;bO=1;var e=3;return si.validateSettings=function(t){return"gridSize"in t&&typeof t.gridSize!="number"||t.gridSize<=0?{message:"the `gridSize` setting should be a positive number."}:"margin"in t&&typeof t.margin!="number"||t.margin<0?{message:"the `margin` setting should be 0 or a positive number."}:"expansion"in t&&typeof t.expansion!="number"||t.expansion<=0?{message:"the `expansion` setting should be a positive number."}:"ratio"in t&&typeof t.ratio!="number"||t.ratio<=0?{message:"the `ratio` setting should be a positive number."}:"speed"in t&&typeof t.speed!="number"||t.speed<=0?{message:"the `speed` setting should be a positive number."}:null},si.graphToByteArray=function(t,n){var r=t.order,a=new Float32Array(r*e),o=0;return t.forEachNode(function(s,l){typeof n=="function"&&(l=n(s,l)),a[o]=l.x,a[o+1]=l.y,a[o+2]=l.size||1,o+=e}),a},si.assignLayoutChanges=function(t,n,r){var a=0;t.forEachNode(function(o){var s={x:n[a],y:n[a+1]};typeof r=="function"&&(s=r(o,s)),t.mergeNodeAttributes(o,s),a+=e})},si.collectLayoutChanges=function(t,n,r){var a={},o=0;return t.forEachNode(function(s){var l={x:n[o],y:n[o+1]};typeof r=="function"&&(l=r(s,l)),a[s]=l,o+=e}),a},si.createWorker=function(n){var r=window.URL||window.webkitURL,a=n.toString(),o=r.createObjectURL(new Blob(["("+a+").call(this);"],{type:"text/javascript"})),s=new Worker(o);return r.revokeObjectURL(o),s},si}var qm,yO;function v5(){return yO||(yO=1,qm={gridSize:20,margin:5,expansion:1.1,ratio:1,speed:3}),qm}var Vm,vO;function kre(){if(vO)return Vm;vO=1;var e=ua(),t=xre(),n=y5(),r=v5(),a=500;function o(l,u,d){if(!e(u))throw new Error("graphology-layout-noverlap: the given graph is not a valid graphology instance.");typeof d=="number"?d={maxIterations:d}:d=d||{};var f=d.maxIterations||a;if(typeof f!="number"||f<=0)throw new Error("graphology-layout-force: you should provide a positive number of maximum iterations.");var g=Object.assign({},r,d.settings),m=n.validateSettings(g);if(m)throw new Error("graphology-layout-noverlap: "+m.message);var b=n.graphToByteArray(u,d.inputReducer),y=!1,v;for(v=0;v<f&&!y;v++)y=t(g,b).converged;if(l){n.assignLayoutChanges(u,b,d.outputReducer);return}return n.collectLayoutChanges(u,b,d.outputReducer)}var s=o.bind(null,!1);return s.assign=o.bind(null,!0),Vm=s,Vm}var Tre=kre();const Are=dn(Tre);var Wm,SO;function Rre(){return SO||(SO=1,Wm=function(){var t,n={};(function(){var a=0,o=1,s=2,l=3;function u(f,g){return f+"§"+g}function d(){return .01*(.5-Math.random())}n.exports=function(g,m){var b=g.margin,y=g.ratio,v=g.expansion,x=g.gridSize,T=g.speed,k,R,O,_,C,N,L=!0,D=m.length,I=D/l|0,U=new Float32Array(I),$=new Float32Array(I),B=1/0,W=1/0,K=-1/0,G=-1/0;for(k=0;k<D;k+=l)O=m[k+a],_=m[k+o],N=m[k+s]*y+b,B=Math.min(B,O-N),K=Math.max(K,O+N),W=Math.min(W,_-N),G=Math.max(G,_+N);var H=K-B,F=G-W,Y=(B+K)/2,M=(W+G)/2;B=Y-v*H/2,K=Y+v*H/2,W=M-v*F/2,G=M+v*F/2;var V=new Array(x*x),j=V.length,P;for(P=0;P<j;P++)V[P]=[];var Z,Q,oe,ae,ce,Re,ie,Te,ne,xe;for(k=0;k<D;k+=l)for(O=m[k+a],_=m[k+o],N=m[k+s]*y+b,Z=O-N,Q=O+N,oe=_-N,ae=_+N,ce=Math.floor(x*(Z-B)/(K-B)),Re=Math.floor(x*(Q-B)/(K-B)),ie=Math.floor(x*(oe-W)/(G-W)),Te=Math.floor(x*(ae-W)/(G-W)),ne=ce;ne<=Re;ne++)for(xe=ie;xe<=Te;xe++)V[ne*x+xe].push(k);var Se,be=new Set,J,fe,ke,he,we,se,Be,je,ye,Oe,ee,de,Ne;for(P=0;P<j;P++)for(Se=V[P],k=0,C=Se.length;k<C;k++)for(J=Se[k],ke=m[J+a],we=m[J+o],Be=m[J+s],R=k+1;R<C;R++)fe=Se[R],ye=u(J,fe),!(j>1&&be.has(ye))&&(j>1&&be.add(ye),he=m[fe+a],se=m[fe+o],je=m[fe+s],Oe=he-ke,ee=se-we,de=Math.sqrt(Oe*Oe+ee*ee),Ne=de<Be*y+b+(je*y+b),Ne&&(L=!1,fe=fe/l|0,de>0?(U[fe]+=Oe/de*(1+Be),$[fe]+=ee/de*(1+Be)):(U[fe]+=H*d(),$[fe]+=F*d())));for(k=0,R=0;k<D;k+=l,R++)m[k+a]+=U[R]*.1*T,m[k+o]+=$[R]*.1*T;return{converged:L}}})();var r=n.exports;self.addEventListener("message",function(a){var o=a.data;t=new Float32Array(o.nodes);var s=r(o.settings,t);self.postMessage({result:s,nodes:t.buffer},[t.buffer])})}),Wm}var Ym,wO;function Cre(){if(wO)return Ym;wO=1;var e=Rre(),t=ua(),n=y5(),r=v5();function a(o,s){if(s=s||{},!t(o))throw new Error("graphology-layout-noverlap/worker: the given graph is not a valid graphology instance.");var l=Object.assign({},r,s.settings),u=n.validateSettings(l);if(u)throw new 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0,rb(this._tree,t).set(yn,n),this}get size(){if(this._size)return this._size;this._size=0;const t=this.entries();for(;!t.next().done;)this._size+=1;return this._size}update(t,n){if(typeof t!="string")throw new Error("key must be a string");this._size=void 0;const r=rb(this._tree,t);return r.set(yn,n(r.get(yn))),this}fetch(t,n){if(typeof t!="string")throw new Error("key must be a string");this._size=void 0;const r=rb(this._tree,t);let a=r.get(yn);return a===void 0&&r.set(yn,a=n()),a}values(){return new nb(this,P5)}[Symbol.iterator](){return this.entries()}static from(t){const n=new To;for(const[r,a]of t)n.set(r,a);return n}static fromObject(t){return To.from(Object.entries(t))}}const _p=(e,t,n=[])=>{if(t.length===0||e==null)return[e,n];for(const r of e.keys())if(r!==yn&&t.startsWith(r))return n.push([e,r]),_p(e.get(r),t.slice(r.length),n);return n.push([e,t]),_p(void 0,"",n)},r0=(e,t)=>{if(t.length===0||e==null)return e;for(const n of e.keys())if(n!==yn&&t.startsWith(n))return r0(e.get(n),t.slice(n.length))},rb=(e,t)=>{const n=t.length;e:for(let r=0;e&&r<n;){for(const o of e.keys())if(o!==yn&&t[r]===o[0]){const s=Math.min(n-r,o.length);let l=1;for(;l<s&&t[r+l]===o[l];)++l;const u=e.get(o);if(l===o.length)e=u;else{const d=new Map;d.set(o.slice(l),u),e.set(t.slice(r,r+l),d),e.delete(o),e=d}r+=l;continue e}const a=new Map;return e.set(t.slice(r),a),a}return e},Eae=(e,t)=>{const[n,r]=_p(e,t);if(n!==void 0){if(n.delete(yn),n.size===0)z5(r);else if(n.size===1){const[a,o]=n.entries().next().value;B5(r,a,o)}}},z5=e=>{if(e.length===0)return;const[t,n]=HT(e);if(t.delete(n),t.size===0)z5(e.slice(0,-1));else if(t.size===1){const[r,a]=t.entries().next().value;r!==yn&&B5(e.slice(0,-1),r,a)}},B5=(e,t,n)=>{if(e.length===0)return;const[r,a]=HT(e);r.set(a+t,n),r.delete(a)},HT=e=>e[e.length-1],$T="or",j5="and",xae="and_not";class Co{constructor(t){if((t==null?void 0:t.fields)==null)throw new Error('MiniSearch: option "fields" must be provided');const n=t.autoVacuum==null||t.autoVacuum===!0?ib:t.autoVacuum;this._options={...ob,...t,autoVacuum:n,searchOptions:{...CO,...t.searchOptions||{}},autoSuggestOptions:{...Cae,...t.autoSuggestOptions||{}}},this._index=new To,this._documentCount=0,this._documentIds=new Map,this._idToShortId=new Map,this._fieldIds={},this._fieldLength=new Map,this._avgFieldLength=[],this._nextId=0,this._storedFields=new Map,this._dirtCount=0,this._currentVacuum=null,this._enqueuedVacuum=null,this._enqueuedVacuumConditions=o0,this.addFields(this._options.fields)}add(t){const{extractField:n,tokenize:r,processTerm:a,fields:o,idField:s}=this._options,l=n(t,s);if(l==null)throw new Error(`MiniSearch: document does not have ID field "${s}"`);if(this._idToShortId.has(l))throw new Error(`MiniSearch: duplicate ID ${l}`);const u=this.addDocumentId(l);this.saveStoredFields(u,t);for(const d of o){const f=n(t,d);if(f==null)continue;const g=r(f.toString(),d),m=this._fieldIds[d],b=new Set(g).size;this.addFieldLength(u,m,this._documentCount-1,b);for(const y of g){const v=a(y,d);if(Array.isArray(v))for(const x of v)this.addTerm(m,u,x);else v&&this.addTerm(m,u,v)}}}addAll(t){for(const n of t)this.add(n)}addAllAsync(t,n={}){const{chunkSize:r=10}=n,a={chunk:[],promise:Promise.resolve()},{chunk:o,promise:s}=t.reduce(({chunk:l,promise:u},d,f)=>(l.push(d),(f+1)%r===0?{chunk:[],promise:u.then(()=>new Promise(g=>setTimeout(g,0))).then(()=>this.addAll(l))}:{chunk:l,promise:u}),a);return s.then(()=>this.addAll(o))}remove(t){const{tokenize:n,processTerm:r,extractField:a,fields:o,idField:s}=this._options,l=a(t,s);if(l==null)throw new Error(`MiniSearch: document does not have ID field "${s}"`);const u=this._idToShortId.get(l);if(u==null)throw new Error(`MiniSearch: cannot remove document with ID ${l}: it is not in the index`);for(const d of o){const f=a(t,d);if(f==null)continue;const g=n(f.toString(),d),m=this._fieldIds[d],b=new Set(g).size;this.removeFieldLength(u,m,this._documentCount,b);for(const y of g){const v=r(y,d);if(Array.isArray(v))for(const x of v)this.removeTerm(m,u,x);else v&&this.removeTerm(m,u,v)}}this._storedFields.delete(u),this._documentIds.delete(u),this._idToShortId.delete(l),this._fieldLength.delete(u),this._documentCount-=1}removeAll(t){if(t)for(const n of t)this.remove(n);else{if(arguments.length>0)throw new Error("Expected documents to be present. Omit the argument to remove all documents.");this._index=new To,this._documentCount=0,this._documentIds=new Map,this._idToShortId=new Map,this._fieldLength=new Map,this._avgFieldLength=[],this._storedFields=new Map,this._nextId=0}}discard(t){const n=this._idToShortId.get(t);if(n==null)throw new Error(`MiniSearch: cannot discard document with ID ${t}: it is not in the index`);this._idToShortId.delete(t),this._documentIds.delete(n),this._storedFields.delete(n),(this._fieldLength.get(n)||[]).forEach((r,a)=>{this.removeFieldLength(n,a,this._documentCount,r)}),this._fieldLength.delete(n),this._documentCount-=1,this._dirtCount+=1,this.maybeAutoVacuum()}maybeAutoVacuum(){if(this._options.autoVacuum===!1)return;const{minDirtFactor:t,minDirtCount:n,batchSize:r,batchWait:a}=this._options.autoVacuum;this.conditionalVacuum({batchSize:r,batchWait:a},{minDirtCount:n,minDirtFactor:t})}discardAll(t){const n=this._options.autoVacuum;try{this._options.autoVacuum=!1;for(const r of t)this.discard(r)}finally{this._options.autoVacuum=n}this.maybeAutoVacuum()}replace(t){const{idField:n,extractField:r}=this._options,a=r(t,n);this.discard(a),this.add(t)}vacuum(t={}){return this.conditionalVacuum(t)}conditionalVacuum(t,n){return this._currentVacuum?(this._enqueuedVacuumConditions=this._enqueuedVacuumConditions&&n,this._enqueuedVacuum!=null?this._enqueuedVacuum:(this._enqueuedVacuum=this._currentVacuum.then(()=>{const r=this._enqueuedVacuumConditions;return this._enqueuedVacuumConditions=o0,this.performVacuuming(t,r)}),this._enqueuedVacuum)):this.vacuumConditionsMet(n)===!1?Promise.resolve():(this._currentVacuum=this.performVacuuming(t),this._currentVacuum)}async performVacuuming(t,n){const r=this._dirtCount;if(this.vacuumConditionsMet(n)){const a=t.batchSize||a0.batchSize,o=t.batchWait||a0.batchWait;let s=1;for(const[l,u]of this._index){for(const[d,f]of u)for(const[g]of f)this._documentIds.has(g)||(f.size<=1?u.delete(d):f.delete(g));this._index.get(l).size===0&&this._index.delete(l),s%a===0&&await new Promise(d=>setTimeout(d,o)),s+=1}this._dirtCount-=r}await null,this._currentVacuum=this._enqueuedVacuum,this._enqueuedVacuum=null}vacuumConditionsMet(t){if(t==null)return!0;let{minDirtCount:n,minDirtFactor:r}=t;return n=n||ib.minDirtCount,r=r||ib.minDirtFactor,this.dirtCount>=n&&this.dirtFactor>=r}get isVacuuming(){return this._currentVacuum!=null}get dirtCount(){return this._dirtCount}get dirtFactor(){return this._dirtCount/(1+this._documentCount+this._dirtCount)}has(t){return this._idToShortId.has(t)}getStoredFields(t){const n=this._idToShortId.get(t);if(n!=null)return this._storedFields.get(n)}search(t,n={}){const{searchOptions:r}=this._options,a={...r,...n},o=this.executeQuery(t,n),s=[];for(const[l,{score:u,terms:d,match:f}]of o){const g=d.length||1,m={id:this._documentIds.get(l),score:u*g,terms:Object.keys(f),queryTerms:d,match:f};Object.assign(m,this._storedFields.get(l)),(a.filter==null||a.filter(m))&&s.push(m)}return t===Co.wildcard&&a.boostDocument==null||s.sort(NO),s}autoSuggest(t,n={}){n={...this._options.autoSuggestOptions,...n};const r=new Map;for(const{score:o,terms:s}of this.search(t,n)){const l=s.join(" "),u=r.get(l);u!=null?(u.score+=o,u.count+=1):r.set(l,{score:o,terms:s,count:1})}const a=[];for(const[o,{score:s,terms:l,count:u}]of r)a.push({suggestion:o,terms:l,score:s/u});return a.sort(NO),a}get documentCount(){return this._documentCount}get termCount(){return this._index.size}static loadJSON(t,n){if(n==null)throw new Error("MiniSearch: loadJSON should be given the same options used when serializing the index");return this.loadJS(JSON.parse(t),n)}static async loadJSONAsync(t,n){if(n==null)throw new Error("MiniSearch: loadJSON should be given the same options used when serializing the index");return this.loadJSAsync(JSON.parse(t),n)}static getDefault(t){if(ob.hasOwnProperty(t))return ab(ob,t);throw new Error(`MiniSearch: unknown option "${t}"`)}static loadJS(t,n){const{index:r,documentIds:a,fieldLength:o,storedFields:s,serializationVersion:l}=t,u=this.instantiateMiniSearch(t,n);u._documentIds=Pd(a),u._fieldLength=Pd(o),u._storedFields=Pd(s);for(const[d,f]of u._documentIds)u._idToShortId.set(f,d);for(const[d,f]of r){const g=new Map;for(const m of Object.keys(f)){let b=f[m];l===1&&(b=b.ds),g.set(parseInt(m,10),Pd(b))}u._index.set(d,g)}return u}static async loadJSAsync(t,n){const{index:r,documentIds:a,fieldLength:o,storedFields:s,serializationVersion:l}=t,u=this.instantiateMiniSearch(t,n);u._documentIds=await Fd(a),u._fieldLength=await Fd(o),u._storedFields=await Fd(s);for(const[f,g]of u._documentIds)u._idToShortId.set(g,f);let d=0;for(const[f,g]of r){const m=new Map;for(const b of Object.keys(g)){let y=g[b];l===1&&(y=y.ds),m.set(parseInt(b,10),await Fd(y))}++d%1e3===0&&await U5(0),u._index.set(f,m)}return u}static instantiateMiniSearch(t,n){const{documentCount:r,nextId:a,fieldIds:o,averageFieldLength:s,dirtCount:l,serializationVersion:u}=t;if(u!==1&&u!==2)throw new Error("MiniSearch: cannot deserialize an index created with an incompatible version");const d=new Co(n);return d._documentCount=r,d._nextId=a,d._idToShortId=new Map,d._fieldIds=o,d._avgFieldLength=s,d._dirtCount=l||0,d._index=new To,d}executeQuery(t,n={}){if(t===Co.wildcard)return this.executeWildcardQuery(n);if(typeof t!="string"){const m={...n,...t,queries:void 0},b=t.queries.map(y=>this.executeQuery(y,m));return this.combineResults(b,m.combineWith)}const{tokenize:r,processTerm:a,searchOptions:o}=this._options,s={tokenize:r,processTerm:a,...o,...n},{tokenize:l,processTerm:u}=s,g=l(t).flatMap(m=>u(m)).filter(m=>!!m).map(Rae(s)).map(m=>this.executeQuerySpec(m,s));return this.combineResults(g,s.combineWith)}executeQuerySpec(t,n){const r={...this._options.searchOptions,...n},a=(r.fields||this._options.fields).reduce((v,x)=>({...v,[x]:ab(r.boost,x)||1}),{}),{boostDocument:o,weights:s,maxFuzzy:l,bm25:u}=r,{fuzzy:d,prefix:f}={...CO.weights,...s},g=this._index.get(t.term),m=this.termResults(t.term,t.term,1,t.termBoost,g,a,o,u);let b,y;if(t.prefix&&(b=this._index.atPrefix(t.term)),t.fuzzy){const v=t.fuzzy===!0?.2:t.fuzzy,x=v<1?Math.min(l,Math.round(t.term.length*v)):v;x&&(y=this._index.fuzzyGet(t.term,x))}if(b)for(const[v,x]of b){const T=v.length-t.term.length;if(!T)continue;y==null||y.delete(v);const k=f*v.length/(v.length+.3*T);this.termResults(t.term,v,k,t.termBoost,x,a,o,u,m)}if(y)for(const v of y.keys()){const[x,T]=y.get(v);if(!T)continue;const k=d*v.length/(v.length+T);this.termResults(t.term,v,k,t.termBoost,x,a,o,u,m)}return m}executeWildcardQuery(t){const n=new Map,r={...this._options.searchOptions,...t};for(const[a,o]of this._documentIds){const s=r.boostDocument?r.boostDocument(o,"",this._storedFields.get(a)):1;n.set(a,{score:s,terms:[],match:{}})}return n}combineResults(t,n=$T){if(t.length===0)return new Map;const r=n.toLowerCase(),a=kae[r];if(!a)throw new Error(`Invalid combination operator: ${n}`);return t.reduce(a)||new Map}toJSON(){const t=[];for(const[n,r]of this._index){const a={};for(const[o,s]of r)a[o]=Object.fromEntries(s);t.push([n,a])}return{documentCount:this._documentCount,nextId:this._nextId,documentIds:Object.fromEntries(this._documentIds),fieldIds:this._fieldIds,fieldLength:Object.fromEntries(this._fieldLength),averageFieldLength:this._avgFieldLength,storedFields:Object.fromEntries(this._storedFields),dirtCount:this._dirtCount,index:t,serializationVersion:2}}termResults(t,n,r,a,o,s,l,u,d=new Map){if(o==null)return d;for(const f of Object.keys(s)){const g=s[f],m=this._fieldIds[f],b=o.get(m);if(b==null)continue;let y=b.size;const v=this._avgFieldLength[m];for(const x of b.keys()){if(!this._documentIds.has(x)){this.removeTerm(m,x,n),y-=1;continue}const T=l?l(this._documentIds.get(x),n,this._storedFields.get(x)):1;if(!T)continue;const k=b.get(x),R=this._fieldLength.get(x)[m],O=Aae(k,y,this._documentCount,R,v,u),N=r*a*g*T*O,C=d.get(x);if(C){C.score+=N,_ae(C.terms,t);const _=ab(C.match,n);_?_.push(f):C.match[n]=[f]}else d.set(x,{score:N,terms:[t],match:{[n]:[f]}})}}return d}addTerm(t,n,r){const a=this._index.fetch(r,OO);let o=a.get(t);if(o==null)o=new Map,o.set(n,1),a.set(t,o);else{const s=o.get(n);o.set(n,(s||0)+1)}}removeTerm(t,n,r){if(!this._index.has(r)){this.warnDocumentChanged(n,t,r);return}const a=this._index.fetch(r,OO),o=a.get(t);o==null||o.get(n)==null?this.warnDocumentChanged(n,t,r):o.get(n)<=1?o.size<=1?a.delete(t):o.delete(n):o.set(n,o.get(n)-1),this._index.get(r).size===0&&this._index.delete(r)}warnDocumentChanged(t,n,r){for(const a of Object.keys(this._fieldIds))if(this._fieldIds[a]===n){this._options.logger("warn",`MiniSearch: document with ID ${this._documentIds.get(t)} has changed before removal: term "${r}" was not present in field "${a}". Removing a document after it has changed can corrupt the index!`,"version_conflict");return}}addDocumentId(t){const n=this._nextId;return this._idToShortId.set(t,n),this._documentIds.set(n,t),this._documentCount+=1,this._nextId+=1,n}addFields(t){for(let n=0;n<t.length;n++)this._fieldIds[t[n]]=n}addFieldLength(t,n,r,a){let o=this._fieldLength.get(t);o==null&&this._fieldLength.set(t,o=[]),o[n]=a;const l=(this._avgFieldLength[n]||0)*r+a;this._avgFieldLength[n]=l/(r+1)}removeFieldLength(t,n,r,a){if(r===1){this._avgFieldLength[n]=0;return}const o=this._avgFieldLength[n]*r-a;this._avgFieldLength[n]=o/(r-1)}saveStoredFields(t,n){const{storeFields:r,extractField:a}=this._options;if(r==null||r.length===0)return;let o=this._storedFields.get(t);o==null&&this._storedFields.set(t,o={});for(const s of r){const l=a(n,s);l!==void 0&&(o[s]=l)}}}Co.wildcard=Symbol("*");const ab=(e,t)=>Object.prototype.hasOwnProperty.call(e,t)?e[t]:void 0,kae={[$T]:(e,t)=>{for(const n of t.keys()){const r=e.get(n);if(r==null)e.set(n,t.get(n));else{const{score:a,terms:o,match:s}=t.get(n);r.score=r.score+a,r.match=Object.assign(r.match,s),_O(r.terms,o)}}return e},[j5]:(e,t)=>{const n=new Map;for(const r of t.keys()){const a=e.get(r);if(a==null)continue;const{score:o,terms:s,match:l}=t.get(r);_O(a.terms,s),n.set(r,{score:a.score+o,terms:a.terms,match:Object.assign(a.match,l)})}return n},[xae]:(e,t)=>{for(const n of t.keys())e.delete(n);return e}},Tae={k:1.2,b:.7,d:.5},Aae=(e,t,n,r,a,o)=>{const{k:s,b:l,d:u}=o;return Math.log(1+(n-t+.5)/(t+.5))*(u+e*(s+1)/(e+s*(1-l+l*r/a)))},Rae=e=>(t,n,r)=>{const a=typeof e.fuzzy=="function"?e.fuzzy(t,n,r):e.fuzzy||!1,o=typeof e.prefix=="function"?e.prefix(t,n,r):e.prefix===!0,s=typeof e.boostTerm=="function"?e.boostTerm(t,n,r):1;return{term:t,fuzzy:a,prefix:o,termBoost:s}},ob={idField:"id",extractField:(e,t)=>e[t],tokenize:e=>e.split(Nae),processTerm:e=>e.toLowerCase(),fields:void 0,searchOptions:void 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Set(g).size;this.addFieldLength(u,m,this._documentCount-1,b);for(const y of g){const v=a(y,d);if(Array.isArray(v))for(const x of v)this.addTerm(m,u,x);else v&&this.addTerm(m,u,v)}}}addAll(t){for(const n of t)this.add(n)}addAllAsync(t,n={}){const{chunkSize:r=10}=n,a={chunk:[],promise:Promise.resolve()},{chunk:o,promise:s}=t.reduce(({chunk:l,promise:u},d,f)=>(l.push(d),(f+1)%r===0?{chunk:[],promise:u.then(()=>new Promise(g=>setTimeout(g,0))).then(()=>this.addAll(l))}:{chunk:l,promise:u}),a);return s.then(()=>this.addAll(o))}remove(t){const{tokenize:n,processTerm:r,extractField:a,fields:o,idField:s}=this._options,l=a(t,s);if(l==null)throw new Error(`MiniSearch: document does not have ID field "${s}"`);const u=this._idToShortId.get(l);if(u==null)throw new Error(`MiniSearch: cannot remove document with ID ${l}: it is not in the index`);for(const d of o){const f=a(t,d);if(f==null)continue;const g=n(f.toString(),d),m=this._fieldIds[d],b=new Set(g).size;this.removeFieldLength(u,m,this._documentCount,b);for(const y of g){const v=r(y,d);if(Array.isArray(v))for(const x of v)this.removeTerm(m,u,x);else v&&this.removeTerm(m,u,v)}}this._storedFields.delete(u),this._documentIds.delete(u),this._idToShortId.delete(l),this._fieldLength.delete(u),this._documentCount-=1}removeAll(t){if(t)for(const n of t)this.remove(n);else{if(arguments.length>0)throw new Error("Expected documents to be present. Omit the argument to remove all documents.");this._index=new To,this._documentCount=0,this._documentIds=new Map,this._idToShortId=new Map,this._fieldLength=new Map,this._avgFieldLength=[],this._storedFields=new Map,this._nextId=0}}discard(t){const n=this._idToShortId.get(t);if(n==null)throw new Error(`MiniSearch: cannot discard document with ID ${t}: it is not in the index`);this._idToShortId.delete(t),this._documentIds.delete(n),this._storedFields.delete(n),(this._fieldLength.get(n)||[]).forEach((r,a)=>{this.removeFieldLength(n,a,this._documentCount,r)}),this._fieldLength.delete(n),this._documentCount-=1,this._dirtCount+=1,this.maybeAutoVacuum()}maybeAutoVacuum(){if(this._options.autoVacuum===!1)return;const{minDirtFactor:t,minDirtCount:n,batchSize:r,batchWait:a}=this._options.autoVacuum;this.conditionalVacuum({batchSize:r,batchWait:a},{minDirtCount:n,minDirtFactor:t})}discardAll(t){const n=this._options.autoVacuum;try{this._options.autoVacuum=!1;for(const r of t)this.discard(r)}finally{this._options.autoVacuum=n}this.maybeAutoVacuum()}replace(t){const{idField:n,extractField:r}=this._options,a=r(t,n);this.discard(a),this.add(t)}vacuum(t={}){return this.conditionalVacuum(t)}conditionalVacuum(t,n){return this._currentVacuum?(this._enqueuedVacuumConditions=this._enqueuedVacuumConditions&&n,this._enqueuedVacuum!=null?this._enqueuedVacuum:(this._enqueuedVacuum=this._currentVacuum.then(()=>{const r=this._enqueuedVacuumConditions;return this._enqueuedVacuumConditions=ok,this.performVacuuming(t,r)}),this._enqueuedVacuum)):this.vacuumConditionsMet(n)===!1?Promise.resolve():(this._currentVacuum=this.performVacuuming(t),this._currentVacuum)}async performVacuuming(t,n){const r=this._dirtCount;if(this.vacuumConditionsMet(n)){const a=t.batchSize||ak.batchSize,o=t.batchWait||ak.batchWait;let s=1;for(const[l,u]of this._index){for(const[d,f]of u)for(const[g]of f)this._documentIds.has(g)||(f.size<=1?u.delete(d):f.delete(g));this._index.get(l).size===0&&this._index.delete(l),s%a===0&&await new Promise(d=>setTimeout(d,o)),s+=1}this._dirtCount-=r}await null,this._currentVacuum=this._enqueuedVacuum,this._enqueuedVacuum=null}vacuumConditionsMet(t){if(t==null)return!0;let{minDirtCount:n,minDirtFactor:r}=t;return n=n||ib.minDirtCount,r=r||ib.minDirtFactor,this.dirtCount>=n&&this.dirtFactor>=r}get isVacuuming(){return this._currentVacuum!=null}get dirtCount(){return this._dirtCount}get dirtFactor(){return this._dirtCount/(1+this._documentCount+this._dirtCount)}has(t){return this._idToShortId.has(t)}getStoredFields(t){const n=this._idToShortId.get(t);if(n!=null)return this._storedFields.get(n)}search(t,n={}){const{searchOptions:r}=this._options,a={...r,...n},o=this.executeQuery(t,n),s=[];for(const[l,{score:u,terms:d,match:f}]of o){const g=d.length||1,m={id:this._documentIds.get(l),score:u*g,terms:Object.keys(f),queryTerms:d,match:f};Object.assign(m,this._storedFields.get(l)),(a.filter==null||a.filter(m))&&s.push(m)}return t===Co.wildcard&&a.boostDocument==null||s.sort(OO),s}autoSuggest(t,n={}){n={...this._options.autoSuggestOptions,...n};const r=new Map;for(const{score:o,terms:s}of this.search(t,n)){const l=s.join(" "),u=r.get(l);u!=null?(u.score+=o,u.count+=1):r.set(l,{score:o,terms:s,count:1})}const a=[];for(const[o,{score:s,terms:l,count:u}]of r)a.push({suggestion:o,terms:l,score:s/u});return a.sort(OO),a}get documentCount(){return this._documentCount}get termCount(){return this._index.size}static loadJSON(t,n){if(n==null)throw new Error("MiniSearch: loadJSON should be given the same options used when serializing the index");return this.loadJS(JSON.parse(t),n)}static async loadJSONAsync(t,n){if(n==null)throw new Error("MiniSearch: loadJSON should be given the same options used when serializing the index");return this.loadJSAsync(JSON.parse(t),n)}static getDefault(t){if(ob.hasOwnProperty(t))return ab(ob,t);throw new Error(`MiniSearch: unknown option "${t}"`)}static loadJS(t,n){const{index:r,documentIds:a,fieldLength:o,storedFields:s,serializationVersion:l}=t,u=this.instantiateMiniSearch(t,n);u._documentIds=Fd(a),u._fieldLength=Fd(o),u._storedFields=Fd(s);for(const[d,f]of u._documentIds)u._idToShortId.set(f,d);for(const[d,f]of r){const g=new Map;for(const m of Object.keys(f)){let b=f[m];l===1&&(b=b.ds),g.set(parseInt(m,10),Fd(b))}u._index.set(d,g)}return u}static async loadJSAsync(t,n){const{index:r,documentIds:a,fieldLength:o,storedFields:s,serializationVersion:l}=t,u=this.instantiateMiniSearch(t,n);u._documentIds=await zd(a),u._fieldLength=await zd(o),u._storedFields=await zd(s);for(const[f,g]of u._documentIds)u._idToShortId.set(g,f);let d=0;for(const[f,g]of r){const m=new Map;for(const b of Object.keys(g)){let y=g[b];l===1&&(y=y.ds),m.set(parseInt(b,10),await zd(y))}++d%1e3===0&&await U5(0),u._index.set(f,m)}return u}static instantiateMiniSearch(t,n){const{documentCount:r,nextId:a,fieldIds:o,averageFieldLength:s,dirtCount:l,serializationVersion:u}=t;if(u!==1&&u!==2)throw new Error("MiniSearch: cannot deserialize an index created with an incompatible version");const d=new Co(n);return d._documentCount=r,d._nextId=a,d._idToShortId=new Map,d._fieldIds=o,d._avgFieldLength=s,d._dirtCount=l||0,d._index=new To,d}executeQuery(t,n={}){if(t===Co.wildcard)return this.executeWildcardQuery(n);if(typeof t!="string"){const m={...n,...t,queries:void 0},b=t.queries.map(y=>this.executeQuery(y,m));return this.combineResults(b,m.combineWith)}const{tokenize:r,processTerm:a,searchOptions:o}=this._options,s={tokenize:r,processTerm:a,...o,...n},{tokenize:l,processTerm:u}=s,g=l(t).flatMap(m=>u(m)).filter(m=>!!m).map(Iae(s)).map(m=>this.executeQuerySpec(m,s));return this.combineResults(g,s.combineWith)}executeQuerySpec(t,n){const r={...this._options.searchOptions,...n},a=(r.fields||this._options.fields).reduce((v,x)=>({...v,[x]:ab(r.boost,x)||1}),{}),{boostDocument:o,weights:s,maxFuzzy:l,bm25:u}=r,{fuzzy:d,prefix:f}={..._O.weights,...s},g=this._index.get(t.term),m=this.termResults(t.term,t.term,1,t.termBoost,g,a,o,u);let b,y;if(t.prefix&&(b=this._index.atPrefix(t.term)),t.fuzzy){const v=t.fuzzy===!0?.2:t.fuzzy,x=v<1?Math.min(l,Math.round(t.term.length*v)):v;x&&(y=this._index.fuzzyGet(t.term,x))}if(b)for(const[v,x]of b){const T=v.length-t.term.length;if(!T)continue;y==null||y.delete(v);const k=f*v.length/(v.length+.3*T);this.termResults(t.term,v,k,t.termBoost,x,a,o,u,m)}if(y)for(const v of y.keys()){const[x,T]=y.get(v);if(!T)continue;const k=d*v.length/(v.length+T);this.termResults(t.term,v,k,t.termBoost,x,a,o,u,m)}return m}executeWildcardQuery(t){const n=new Map,r={...this._options.searchOptions,...t};for(const[a,o]of this._documentIds){const s=r.boostDocument?r.boostDocument(o,"",this._storedFields.get(a)):1;n.set(a,{score:s,terms:[],match:{}})}return n}combineResults(t,n=qT){if(t.length===0)return new Map;const r=n.toLowerCase(),a=_ae[r];if(!a)throw new Error(`Invalid combination operator: ${n}`);return t.reduce(a)||new Map}toJSON(){const t=[];for(const[n,r]of this._index){const a={};for(const[o,s]of r)a[o]=Object.fromEntries(s);t.push([n,a])}return{documentCount:this._documentCount,nextId:this._nextId,documentIds:Object.fromEntries(this._documentIds),fieldIds:this._fieldIds,fieldLength:Object.fromEntries(this._fieldLength),averageFieldLength:this._avgFieldLength,storedFields:Object.fromEntries(this._storedFields),dirtCount:this._dirtCount,index:t,serializationVersion:2}}termResults(t,n,r,a,o,s,l,u,d=new Map){if(o==null)return d;for(const f of Object.keys(s)){const g=s[f],m=this._fieldIds[f],b=o.get(m);if(b==null)continue;let y=b.size;const v=this._avgFieldLength[m];for(const x of b.keys()){if(!this._documentIds.has(x)){this.removeTerm(m,x,n),y-=1;continue}const T=l?l(this._documentIds.get(x),n,this._storedFields.get(x)):1;if(!T)continue;const k=b.get(x),R=this._fieldLength.get(x)[m],O=Oae(k,y,this._documentCount,R,v,u),_=r*a*g*T*O,C=d.get(x);if(C){C.score+=_,Lae(C.terms,t);const N=ab(C.match,n);N?N.push(f):C.match[n]=[f]}else d.set(x,{score:_,terms:[t],match:{[n]:[f]}})}}return d}addTerm(t,n,r){const a=this._index.fetch(r,IO);let o=a.get(t);if(o==null)o=new Map,o.set(n,1),a.set(t,o);else{const s=o.get(n);o.set(n,(s||0)+1)}}removeTerm(t,n,r){if(!this._index.has(r)){this.warnDocumentChanged(n,t,r);return}const a=this._index.fetch(r,IO),o=a.get(t);o==null||o.get(n)==null?this.warnDocumentChanged(n,t,r):o.get(n)<=1?o.size<=1?a.delete(t):o.delete(n):o.set(n,o.get(n)-1),this._index.get(r).size===0&&this._index.delete(r)}warnDocumentChanged(t,n,r){for(const a of Object.keys(this._fieldIds))if(this._fieldIds[a]===n){this._options.logger("warn",`MiniSearch: document with ID ${this._documentIds.get(t)} has changed before removal: term "${r}" was not present in field "${a}". Removing a document after it has changed can corrupt the index!`,"version_conflict");return}}addDocumentId(t){const n=this._nextId;return this._idToShortId.set(t,n),this._documentIds.set(n,t),this._documentCount+=1,this._nextId+=1,n}addFields(t){for(let n=0;n<t.length;n++)this._fieldIds[t[n]]=n}addFieldLength(t,n,r,a){let o=this._fieldLength.get(t);o==null&&this._fieldLength.set(t,o=[]),o[n]=a;const l=(this._avgFieldLength[n]||0)*r+a;this._avgFieldLength[n]=l/(r+1)}removeFieldLength(t,n,r,a){if(r===1){this._avgFieldLength[n]=0;return}const o=this._avgFieldLength[n]*r-a;this._avgFieldLength[n]=o/(r-1)}saveStoredFields(t,n){const{storeFields:r,extractField:a}=this._options;if(r==null||r.length===0)return;let o=this._storedFields.get(t);o==null&&this._storedFields.set(t,o={});for(const s of r){const l=a(n,s);l!==void 0&&(o[s]=l)}}}Co.wildcard=Symbol("*");const ab=(e,t)=>Object.prototype.hasOwnProperty.call(e,t)?e[t]:void 0,_ae={[qT]:(e,t)=>{for(const n of t.keys()){const 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r=this;let a=0,o,s;return l;function l(g){return e.enter("characterReference"),e.enter("characterReferenceMarker"),e.consume(g),e.exit("characterReferenceMarker"),u}function u(g){return g===35?(e.enter("characterReferenceMarkerNumeric"),e.consume(g),e.exit("characterReferenceMarkerNumeric"),d):(e.enter("characterReferenceValue"),o=31,s=Tn,f(g))}function d(g){return g===88||g===120?(e.enter("characterReferenceMarkerHexadecimal"),e.consume(g),e.exit("characterReferenceMarkerHexadecimal"),e.enter("characterReferenceValue"),o=6,s=mle,f):(e.enter("characterReferenceValue"),o=7,s=y0,f(g))}function f(g){if(g===59&&a){const m=e.exit("characterReferenceValue");return s===Tn&&!oA(r.sliceSerialize(m))?n(g):(e.enter("characterReferenceMarker"),e.consume(g),e.exit("characterReferenceMarker"),e.exit("characterReference"),t)}return s(g)&&a++<o?(e.consume(g),f):n(g)}}const TI={partial:!0,tokenize:Lle},AI={concrete:!0,name:"codeFenced",tokenize:Dle};function Dle(e,t,n){const 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b===62?(e.exit("autolinkProtocol"),e.enter("autolinkMarker"),e.consume(b),e.exit("autolinkMarker"),e.exit("autolink"),t):b===null||b===32||b===60||Pp(b)?n(b):(e.consume(b),u)}function d(b){return b===64?(e.consume(b),f):Rle(b)?(e.consume(b),d):n(b)}function f(b){return An(b)?g(b):n(b)}function g(b){return b===46?(e.consume(b),r=0,f):b===62?(e.exit("autolinkProtocol").type="autolinkEmail",e.enter("autolinkMarker"),e.consume(b),e.exit("autolinkMarker"),e.exit("autolink"),t):m(b)}function m(b){if((b===45||An(b))&&r++<63){const y=b===45?m:g;return e.consume(b),y}return n(b)}}const su={partial:!0,tokenize:Ble};function Ble(e,t,n){return r;function r(o){return ft(o)?dt(e,a,"linePrefix")(o):a(o)}function a(o){return o===null||Ve(o)?t(o):n(o)}}const UG={continuation:{tokenize:Ule},exit:Gle,name:"blockQuote",tokenize:jle};function jle(e,t,n){const r=this;return a;function a(s){if(s===62){const l=r.containerState;return l.open||(e.enter("blockQuote",{_container:!0}),l.open=!0),e.enter("blockQuotePrefix"),e.enter("blockQuoteMarker"),e.consume(s),e.exit("blockQuoteMarker"),o}return n(s)}function o(s){return ft(s)?(e.enter("blockQuotePrefixWhitespace"),e.consume(s),e.exit("blockQuotePrefixWhitespace"),e.exit("blockQuotePrefix"),t):(e.exit("blockQuotePrefix"),t(s))}}function Ule(e,t,n){const r=this;return a;function a(s){return ft(s)?dt(e,o,"linePrefix",r.parser.constructs.disable.null.includes("codeIndented")?void 0:4)(s):o(s)}function o(s){return e.attempt(UG,t,n)(s)}}function Gle(e){e.exit("blockQuote")}const GG={name:"characterEscape",tokenize:Hle};function Hle(e,t,n){return r;function r(o){return e.enter("characterEscape"),e.enter("escapeMarker"),e.consume(o),e.exit("escapeMarker"),a}function a(o){return _le(o)?(e.enter("characterEscapeValue"),e.consume(o),e.exit("characterEscapeValue"),e.exit("characterEscape"),t):n(o)}}const HG={name:"characterReference",tokenize:$le};function $le(e,t,n){const r=this;let a=0,o,s;return l;function l(g){return e.enter("characterReference"),e.enter("characterReferenceMarker"),e.consume(g),e.exit("characterReferenceMarker"),u}function u(g){return g===35?(e.enter("characterReferenceMarkerNumeric"),e.consume(g),e.exit("characterReferenceMarkerNumeric"),d):(e.enter("characterReferenceValue"),o=31,s=An,f(g))}function d(g){return g===88||g===120?(e.enter("characterReferenceMarkerHexadecimal"),e.consume(g),e.exit("characterReferenceMarkerHexadecimal"),e.enter("characterReferenceValue"),o=6,s=Cle,f):(e.enter("characterReferenceValue"),o=7,s=yk,f(g))}function f(g){if(g===59&&a){const m=e.exit("characterReferenceValue");return s===An&&!iA(r.sliceSerialize(m))?n(g):(e.enter("characterReferenceMarker"),e.consume(g),e.exit("characterReferenceMarker"),e.exit("characterReference"),t)}return s(g)&&a++<o?(e.consume(g),f):n(g)}}const AI={partial:!0,tokenize:Vle},RI={concrete:!0,name:"codeFenced",tokenize:qle};function qle(e,t,n){const r=this,a={partial:!0,tokenize:_};let o=0,s=0,l;return u;function u(C){return d(C)}function d(C){const N=r.events[r.events.length-1];return o=N&&N[1].type==="linePrefix"?N[2].sliceSerialize(N[1],!0).length:0,l=C,e.enter("codeFenced"),e.enter("codeFencedFence"),e.enter("codeFencedFenceSequence"),f(C)}function f(C){return C===l?(s++,e.consume(C),f):s<3?n(C):(e.exit("codeFencedFenceSequence"),ft(C)?dt(e,g,"whitespace")(C):g(C))}function g(C){return C===null||Ve(C)?(e.exit("codeFencedFence"),r.interrupt?t(C):e.check(AI,v,O)(C)):(e.enter("codeFencedFenceInfo"),e.enter("chunkString",{contentType:"string"}),m(C))}function m(C){return C===null||Ve(C)?(e.exit("chunkString"),e.exit("codeFencedFenceInfo"),g(C)):ft(C)?(e.exit("chunkString"),e.exit("codeFencedFenceInfo"),dt(e,b,"whitespace")(C)):C===96&&C===l?n(C):(e.consume(C),m)}function b(C){return C===null||Ve(C)?g(C):(e.enter("codeFencedFenceMeta"),e.enter("chunkString",{contentType:"string"}),y(C))}function y(C){return C===null||Ve(C)?(e.exit("chunkString"),e.exit("codeFencedFenceMeta"),g(C)):C===96&&C===l?n(C):(e.consume(C),y)}function v(C){return e.attempt(a,O,x)(C)}function x(C){return e.enter("lineEnding"),e.consume(C),e.exit("lineEnding"),T}function T(C){return o>0&&ft(C)?dt(e,k,"linePrefix",o+1)(C):k(C)}function k(C){return C===null||Ve(C)?e.check(AI,v,O)(C):(e.enter("codeFlowValue"),R(C))}function R(C){return C===null||Ve(C)?(e.exit("codeFlowValue"),k(C)):(e.consume(C),R)}function O(C){return e.exit("codeFenced"),t(C)}function _(C,N,L){let D=0;return I;function I(K){return C.enter("lineEnding"),C.consume(K),C.exit("lineEnding"),U}function U(K){return C.enter("codeFencedFence"),ft(K)?dt(C,$,"linePrefix",r.parser.constructs.disable.null.includes("codeIndented")?void 0:4)(K):$(K)}function $(K){return K===l?(C.enter("codeFencedFenceSequence"),B(K)):L(K)}function B(K){return K===l?(D++,C.consume(K),B):D>=s?(C.exit("codeFencedFenceSequence"),ft(K)?dt(C,W,"whitespace")(K):W(K)):L(K)}function W(K){return K===null||Ve(K)?(C.exit("codeFencedFence"),N(K)):L(K)}}}function Vle(e,t,n){const r=this;return a;function a(s){return s===null?n(s):(e.enter("lineEnding"),e.consume(s),e.exit("lineEnding"),o)}function o(s){return r.parser.lazy[r.now().line]?n(s):t(s)}}const vb={name:"codeIndented",tokenize:Yle},Wle={partial:!0,tokenize:Kle};function Yle(e,t,n){const r=this;return a;function a(d){return e.enter("codeIndented"),dt(e,o,"linePrefix",5)(d)}function o(d){const f=r.events[r.events.length-1];return f&&f[1].type==="linePrefix"&&f[2].sliceSerialize(f[1],!0).length>=4?s(d):n(d)}function s(d){return d===null?u(d):Ve(d)?e.attempt(Wle,s,u)(d):(e.enter("codeFlowValue"),l(d))}function l(d){return d===null||Ve(d)?(e.exit("codeFlowValue"),s(d)):(e.consume(d),l)}function u(d){return e.exit("codeIndented"),t(d)}}function Kle(e,t,n){const r=this;return a;function a(s){return r.parser.lazy[r.now().line]?n(s):Ve(s)?(e.enter("lineEnding"),e.consume(s),e.exit("lineEnding"),a):dt(e,o,"linePrefix",5)(s)}function o(s){const l=r.events[r.events.length-1];return l&&l[1].type==="linePrefix"&&l[2].sliceSerialize(l[1],!0).length>=4?t(s):Ve(s)?a(s):n(s)}}const Xle={name:"codeText",previous:Qle,resolve:Zle,tokenize:Jle};function Zle(e){let t=e.length-4,n=3,r,a;if((e[n][1].type==="lineEnding"||e[n][1].type==="space")&&(e[t][1].type==="lineEnding"||e[t][1].type==="space")){for(r=n;++r<t;)if(e[r][1].type==="codeTextData"){e[n][1].type="codeTextPadding",e[t][1].type="codeTextPadding",n+=2,t-=2;break}}for(r=n-1,t++;++r<=t;)a===void 0?r!==t&&e[r][1].type!=="lineEnding"&&(a=r):(r===t||e[r][1].type==="lineEnding")&&(e[a][1].type="codeTextData",r!==a+2&&(e[a][1].end=e[r-1][1].end,e.splice(a+2,r-a-2),t-=r-a-2,r=a+2),a=void 0);return e}function Qle(e){return e!==96||this.events[this.events.length-1][1].type==="characterEscape"}function Jle(e,t,n){let r=0,a,o;return s;function s(g){return e.enter("codeText"),e.enter("codeTextSequence"),l(g)}function l(g){return g===96?(e.consume(g),r++,l):(e.exit("codeTextSequence"),u(g))}function u(g){return g===null?n(g):g===32?(e.enter("space"),e.consume(g),e.exit("space"),u):g===96?(o=e.enter("codeTextSequence"),a=0,f(g)):Ve(g)?(e.enter("lineEnding"),e.consume(g),e.exit("lineEnding"),u):(e.enter("codeTextData"),d(g))}function d(g){return g===null||g===32||g===96||Ve(g)?(e.exit("codeTextData"),u(g)):(e.consume(g),d)}function f(g){return g===96?(e.consume(g),a++,f):a===r?(e.exit("codeTextSequence"),e.exit("codeText"),t(g)):(o.type="codeTextData",d(g))}}class ece{constructor(t){this.left=t?[...t]:[],this.right=[]}get(t){if(t<0||t>=this.left.length+this.right.length)throw new RangeError("Cannot access index `"+t+"` in a splice buffer of size `"+(this.left.length+this.right.length)+"`");return t<this.left.length?this.left[t]:this.right[this.right.length-t+this.left.length-1]}get length(){return this.left.length+this.right.length}shift(){return this.setCursor(0),this.right.pop()}slice(t,n){const r=n??Number.POSITIVE_INFINITY;return r<this.left.length?this.left.slice(t,r):t>this.left.length?this.right.slice(this.right.length-r+this.left.length,this.right.length-t+this.left.length).reverse():this.left.slice(t).concat(this.right.slice(this.right.length-r+this.left.length).reverse())}splice(t,n,r){const a=n||0;this.setCursor(Math.trunc(t));const o=this.right.splice(this.right.length-a,Number.POSITIVE_INFINITY);return r&&gc(this.left,r),o.reverse()}pop(){return 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x=[v];for(;b;){for(;e.get(++a)[1]!==b;);o.push(a),b._tokenizer||(f=r.sliceStream(b),b.next||f.push(null),g&&s.defineSkip(b.start),b._isInFirstContentOfListItem&&(s._gfmTasklistFirstContentOfListItem=!0),s.write(f),b._isInFirstContentOfListItem&&(s._gfmTasklistFirstContentOfListItem=void 0)),g=b,b=b.next}for(b=n;++m<l.length;)l[m][0]==="exit"&&l[m-1][0]==="enter"&&l[m][1].type===l[m-1][1].type&&l[m][1].start.line!==l[m][1].end.line&&(v=m+1,x.push(v),b._tokenizer=void 0,b.previous=void 0,b=b.next);for(s.events=[],b?(b._tokenizer=void 0,b.previous=void 0):x.pop(),m=x.length;m--;){const T=l.slice(x[m],x[m+1]),k=o.pop();u.push([k,k+T.length-1]),e.splice(k,2,T)}for(u.reverse(),m=-1;++m<u.length;)d[y+u[m][0]]=y+u[m][1],y+=u[m][1]-u[m][0]-1;return d}const nce={resolve:ace,tokenize:oce},rce={partial:!0,tokenize:ice};function ace(e){return $G(e),e}function oce(e,t){let n;return r;function r(l){return e.enter("content"),n=e.enter("chunkContent",{contentType:"content"}),a(l)}function a(l){return 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m(T){return T===62?(e.enter(o),e.consume(T),e.exit(o),e.exit(a),e.exit(r),t):(e.enter(l),e.enter("chunkString",{contentType:"string"}),b(T))}function b(T){return T===62?(e.exit("chunkString"),e.exit(l),m(T)):T===null||T===60||Ve(T)?n(T):(e.consume(T),T===92?y:b)}function y(T){return T===60||T===62||T===92?(e.consume(T),b):b(T)}function v(T){return!f&&(T===null||T===41||Lt(T))?(e.exit("chunkString"),e.exit(l),e.exit(s),e.exit(r),t(T)):f<d&&T===40?(e.consume(T),f++,v):T===41?(e.consume(T),f--,v):T===null||T===32||T===40||Pp(T)?n(T):(e.consume(T),T===92?x:v)}function x(T){return T===40||T===41||T===92?(e.consume(T),v):v(T)}}function VG(e,t,n,r,a,o){const s=this;let l=0,u;return d;function d(b){return e.enter(r),e.enter(a),e.consume(b),e.exit(a),e.enter(o),f}function f(b){return l>999||b===null||b===91||b===93&&!u||b===94&&!l&&"_hiddenFootnoteSupport"in s.parser.constructs?n(b):b===93?(e.exit(o),e.enter(a),e.consume(b),e.exit(a),e.exit(r),t):Ve(b)?(e.enter("lineEnding"),e.consume(b),e.exit("lineEnding"),f):(e.enter("chunkString",{contentType:"string"}),g(b))}function g(b){return b===null||b===91||b===93||Ve(b)||l++>999?(e.exit("chunkString"),f(b)):(e.consume(b),u||(u=!ft(b)),b===92?m:g)}function m(b){return b===91||b===92||b===93?(e.consume(b),l++,g):g(b)}}function WG(e,t,n,r,a,o){let s;return l;function l(m){return m===34||m===39||m===40?(e.enter(r),e.enter(a),e.consume(m),e.exit(a),s=m===40?41:m,u):n(m)}function u(m){return m===s?(e.enter(a),e.consume(m),e.exit(a),e.exit(r),t):(e.enter(o),d(m))}function d(m){return m===s?(e.exit(o),u(s)):m===null?n(m):Ve(m)?(e.enter("lineEnding"),e.consume(m),e.exit("lineEnding"),dt(e,d,"linePrefix")):(e.enter("chunkString",{contentType:"string"}),f(m))}function f(m){return m===s||m===null||Ve(m)?(e.exit("chunkString"),d(m)):(e.consume(m),m===92?g:f)}function g(m){return m===s||m===92?(e.consume(m),f):f(m)}}function wc(e,t){let n;return r;function r(a){return Ve(a)?(e.enter("lineEnding"),e.consume(a),e.exit("lineEnding"),n=!0,r):ft(a)?dt(e,r,n?"linePrefix":"lineSuffix")(a):t(a)}}const sce={name:"definition",tokenize:cce},lce={partial:!0,tokenize:uce};function cce(e,t,n){const r=this;let a;return o;function o(b){return e.enter("definition"),s(b)}function s(b){return VG.call(r,e,l,n,"definitionLabel","definitionLabelMarker","definitionLabelString")(b)}function l(b){return a=Br(r.sliceSerialize(r.events[r.events.length-1][1]).slice(1,-1)),b===58?(e.enter("definitionMarker"),e.consume(b),e.exit("definitionMarker"),u):n(b)}function u(b){return Lt(b)?wc(e,d)(b):d(b)}function d(b){return qG(e,f,n,"definitionDestination","definitionDestinationLiteral","definitionDestinationLiteralMarker","definitionDestinationRaw","definitionDestinationString")(b)}function f(b){return e.attempt(lce,g,g)(b)}function g(b){return ft(b)?dt(e,m,"whitespace")(b):m(b)}function 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scenario|Se ðe|Se the|Se þe|Senario|Senaryo Deskripsyon|Senaryo deskripsyon|Senaryo|Senaryo taslağı|Shiver me timbers|Situācija|Situai|Situasie Uiteensetting|Situasie|Skenario konsep|Skenario|Skica|Structura scenariu|Structură scenariu|Struktura scenarija|Stsenaarium|Swa hwaer swa|Swa|Swa hwær swa|Szablon scenariusza|Szenario|Szenariogrundriss|Tapaukset|Tapaus|Tapausaihio|Taust|Tausta|Template Keadaan|Template Senario|Template Situai|The thing of it is|Tình huống|Variantai|Voorbeelde|Voorbeelden|Wharrimean is|Yo-ho-ho|You'll wanna|Założenia|Παραδείγματα|Περιγραφή Σεναρίου|Σενάρια|Σενάριο|Υπόβαθρο|Кереш|Контекст|Концепт|Мисаллар|Мисоллар|Основа|Передумова|Позадина|Предистория|Предыстория|Приклади|Пример|Примери|Примеры|Рамка на сценарий|Скица|Структура сценарија|Структура сценария|Структура сценарію|Сценарий|Сценарий структураси|Сценарийның төзелеше|Сценарији|Сценарио|Сценарій|Тарих|Үрнәкләр|דוגמאות|רקע|תבנית תרחיש|תרחיש|الخلفية|الگوی سناریو|امثلة|پس منظر|زمینه|سناریو|سيناريو|سيناريو 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y'all|And|Angenommen|Anrhegedig a|An|Apabila|Atès|Atesa|Atunci|Avast!|Aye|A|awer|Bagi|Banjur|Bet|Biết|Blimey!|Buh|But at the end of the day I reckon|But y'all|But|BUT|Cal|Când|Cand|Cando|Ce|Cuando|Če|Ða ðe|Ða|Dadas|Dada|Dados|Dado|DaH ghu' bejlu'|dann|Dann|Dano|Dan|Dar|Dat fiind|Data|Date fiind|Date|Dati fiind|Dati|Daţi fiind|Dați fiind|DEN|Dato|De|Den youse gotta|Dengan|Diberi|Diyelim ki|Donada|Donat|Donitaĵo|Do|Dun|Duota|Ðurh|Eeldades|Ef|Eğer ki|Entao|Então|Entón|E|En|Entonces|Epi|És|Etant donnée|Etant donné|Et|Étant données|Étant donnée|Étant donné|Etant données|Etant donnés|Étant donnés|Fakat|Gangway!|Gdy|Gegeben seien|Gegeben sei|Gegeven|Gegewe|ghu' noblu'|Gitt|Given y'all|Given|Givet|Givun|Ha|Cho|I CAN HAZ|In|Ir|It's just unbelievable|I|Ja|Jeśli|Jeżeli|Kad|Kada|Kadar|Kai|Kaj|Když|Keď|Kemudian|Ketika|Khi|Kiedy|Ko|Kuid|Kui|Kun|Lan|latlh|Le sa a|Let go and haul|Le|Lè sa a|Lè|Logo|Lorsqu'<|Lorsque|mä|Maar|Mais|Mając|Ma|Majd|Maka|Manawa|Mas|Men|Menawa|Mutta|Nalika|Nalikaning|Nanging|Når|När|Nato|Nhưng|Niin|Njuk|O zaman|Och|Og|Oletetaan|Ond|Onda|Oraz|Pak|Pero|Però|Podano|Pokiaľ|Pokud|Potem|Potom|Privzeto|Pryd|Quan|Quand|Quando|qaSDI'|Så|Sed|Se|Siis|Sipoze ke|Sipoze Ke|Sipoze|Si|Şi|Și|Soit|Stel|Tada|Tad|Takrat|Tak|Tapi|Ter|Tetapi|Tha the|Tha|Then y'all|Then|Thì|Thurh|Toda|Too right|Un|Und|ugeholl|Và|vaj|Vendar|Ve|wann|Wanneer|WEN|Wenn|When y'all|When|Wtedy|Wun|Y'know|Yeah nah|Yna|Youse know like when|Youse know when youse got|Y|Za predpokladu|Za předpokladu|Zadan|Zadani|Zadano|Zadate|Zadato|Zakładając|Zaradi|Zatati|Þa þe|Þa|Þá|Þegar|Þurh|Αλλά|Δεδομένου|Και|Όταν|Τότε|А також|Агар|Але|Али|Аммо|А|Әгәр|Әйтик|Әмма|Бирок|Ва|Вә|Дадено|Дано|Допустим|Если|Задате|Задати|Задато|И|І|К тому же|Када|Кад|Когато|Когда|Коли|Ләкин|Лекин|Нәтиҗәдә|Нехай|Но|Онда|Припустимо, 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e(t){t.languages.json={property:{pattern:/(^|[^\\])"(?:\\.|[^\\"\r\n])*"(?=\s*:)/,lookbehind:!0,greedy:!0},string:{pattern:/(^|[^\\])"(?:\\.|[^\\"\r\n])*"(?!\s*:)/,lookbehind:!0,greedy:!0},comment:{pattern:/\/\/.*|\/\*[\s\S]*?(?:\*\/|$)/,greedy:!0},number:/-?\b\d+(?:\.\d+)?(?:e[+-]?\d+)?\b/i,punctuation:/[{}[\],]/,operator:/:/,boolean:/\b(?:false|true)\b/,null:{pattern:/\bnull\b/,alias:"keyword"}},t.languages.webmanifest=t.languages.json}return OS}var IS,aM;function ive(){if(aM)return IS;aM=1;var e=xA();IS=t,t.displayName="json5",t.aliases=[];function t(n){n.register(e),function(r){var a=/("|')(?:\\(?:\r\n?|\n|.)|(?!\1)[^\\\r\n])*\1/;r.languages.json5=r.languages.extend("json",{property:[{pattern:RegExp(a.source+"(?=\\s*:)"),greedy:!0},{pattern:/(?!\s)[_$a-zA-Z\xA0-\uFFFF](?:(?!\s)[$\w\xA0-\uFFFF])*(?=\s*:)/,alias:"unquoted"}],string:{pattern:a,greedy:!0},number:/[+-]?\b(?:NaN|Infinity|0x[a-fA-F\d]+)\b|[+-]?(?:\b\d+(?:\.\d*)?|\B\.\d+)(?:[eE][+-]?\d+\b)?/})}(n)}return IS}var DS,oM;function sve(){if(oM)return DS;oM=1;var e=xA();DS=t,t.displayName="jsonp",t.aliases=[];function t(n){n.register(e),n.languages.jsonp=n.languages.extend("json",{punctuation:/[{}[\]();,.]/}),n.languages.insertBefore("jsonp","punctuation",{function:/(?!\s)[_$a-zA-Z\xA0-\uFFFF](?:(?!\s)[$\w\xA0-\uFFFF])*(?=\s*\()/})}return DS}var LS,iM;function lve(){if(iM)return LS;iM=1,LS=e,e.displayName="jsstacktrace",e.aliases=[];function e(t){t.languages.jsstacktrace={"error-message":{pattern:/^\S.*/m,alias:"string"},"stack-frame":{pattern:/(^[ \t]+)at[ \t].*/m,lookbehind:!0,inside:{"not-my-code":{pattern:/^at[ 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u=function(f){return f?typeof f=="string"?f:typeof f.content=="string"?f.content:f.content.map(u).join(""):""},d=function(f){for(var g=[],m=0;m<f.length;m++){var b=f[m],y=!1;if(typeof b!="string"&&(b.type==="tag"&&b.content[0]&&b.content[0].type==="tag"?b.content[0].content[0].content==="</"?g.length>0&&g[g.length-1].tagName===u(b.content[0].content[1])&&g.pop():b.content[b.content.length-1].content==="/>"||g.push({tagName:u(b.content[0].content[1]),openedBraces:0}):g.length>0&&b.type==="punctuation"&&b.content==="{"?g[g.length-1].openedBraces++:g.length>0&&g[g.length-1].openedBraces>0&&b.type==="punctuation"&&b.content==="}"?g[g.length-1].openedBraces--:y=!0),(y||typeof b=="string")&&g.length>0&&g[g.length-1].openedBraces===0){var v=u(b);m<f.length-1&&(typeof f[m+1]=="string"||f[m+1].type==="plain-text")&&(v+=u(f[m+1]),f.splice(m+1,1)),m>0&&(typeof f[m-1]=="string"||f[m-1].type==="plain-text")&&(v=u(f[m-1])+v,f.splice(m-1,1),m--),f[m]=new 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e(t){t.languages.julia={comment:{pattern:/(^|[^\\])(?:#=(?:[^#=]|=(?!#)|#(?!=)|#=(?:[^#=]|=(?!#)|#(?!=))*=#)*=#|#.*)/,lookbehind:!0},regex:{pattern:/r"(?:\\.|[^"\\\r\n])*"[imsx]{0,4}/,greedy:!0},string:{pattern:/"""[\s\S]+?"""|(?:\b\w+)?"(?:\\.|[^"\\\r\n])*"|`(?:[^\\`\r\n]|\\.)*`/,greedy:!0},char:{pattern:/(^|[^\w'])'(?:\\[^\r\n][^'\r\n]*|[^\\\r\n])'/,lookbehind:!0,greedy:!0},keyword:/\b(?:abstract|baremodule|begin|bitstype|break|catch|ccall|const|continue|do|else|elseif|end|export|finally|for|function|global|if|immutable|import|importall|in|let|local|macro|module|print|println|quote|return|struct|try|type|typealias|using|while)\b/,boolean:/\b(?:false|true)\b/,number:/(?:\b(?=\d)|\B(?=\.))(?:0[box])?(?:[\da-f]+(?:_[\da-f]+)*(?:\.(?:\d+(?:_\d+)*)?)?|\.\d+(?:_\d+)*)(?:[efp][+-]?\d+(?:_\d+)*)?j?/i,operator:/&&|\|\||[-+*^%÷⊻&$\\]=?|\/[\/=]?|!=?=?|\|[=>]?|<(?:<=?|[=:|])?|>(?:=|>>?=?)?|==?=?|[~≠≤≥'√∛]/,punctuation:/::?|[{}[\]();,.?]/,constant:/\b(?:(?:Inf|NaN)(?:16|32|64)?|im|pi)\b|[πℯ]/}}return PS}var FS,cM;function uve(){if(cM)return FS;cM=1,FS=e,e.displayName="keepalived",e.aliases=[];function 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FS}var zS,uM;function dve(){if(uM)return zS;uM=1,zS=e,e.displayName="keyman",e.aliases=[];function e(t){t.languages.keyman={comment:{pattern:/\bc .*/i,greedy:!0},string:{pattern:/"[^"\r\n]*"|'[^'\r\n]*'/,greedy:!0},"virtual-key":{pattern:/\[\s*(?:(?:ALT|CAPS|CTRL|LALT|LCTRL|NCAPS|RALT|RCTRL|SHIFT)\s+)*(?:[TKU]_[\w?]+|[A-E]\d\d?|"[^"\r\n]*"|'[^'\r\n]*')\s*\]/i,greedy:!0,alias:"function"},"header-keyword":{pattern:/&\w+/,alias:"bold"},"header-statement":{pattern:/\b(?:bitmap|bitmaps|caps always off|caps on only|copyright|hotkey|language|layout|message|name|shift frees caps|version)\b/i,alias:"bold"},"rule-keyword":{pattern:/\b(?:any|baselayout|beep|call|context|deadkey|dk|if|index|layer|notany|nul|outs|platform|reset|return|save|set|store|use)\b/i,alias:"keyword"},"structural-keyword":{pattern:/\b(?:ansi|begin|group|match|nomatch|unicode|using 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e(t){(function(n){n.languages.kotlin=n.languages.extend("clike",{keyword:{pattern:/(^|[^.])\b(?:abstract|actual|annotation|as|break|by|catch|class|companion|const|constructor|continue|crossinline|data|do|dynamic|else|enum|expect|external|final|finally|for|fun|get|if|import|in|infix|init|inline|inner|interface|internal|is|lateinit|noinline|null|object|open|operator|out|override|package|private|protected|public|reified|return|sealed|set|super|suspend|tailrec|this|throw|to|try|typealias|val|var|vararg|when|where|while)\b/,lookbehind:!0},function:[{pattern:/(?:`[^\r\n`]+`|\b\w+)(?=\s*\()/,greedy:!0},{pattern:/(\.)(?:`[^\r\n`]+`|\w+)(?=\s*\{)/,lookbehind:!0,greedy:!0}],number:/\b(?:0[xX][\da-fA-F]+(?:_[\da-fA-F]+)*|0[bB][01]+(?:_[01]+)*|\d+(?:_\d+)*(?:\.\d+(?:_\d+)*)?(?:[eE][+-]?\d+(?:_\d+)*)?[fFL]?)\b/,operator:/\+[+=]?|-[-=>]?|==?=?|!(?:!|==?)?|[\/*%<>]=?|[?:]:?|\.\.|&&|\|\||\b(?:and|inv|or|shl|shr|ushr|xor)\b/}),delete n.languages.kotlin["class-name"];var 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0,keyword:void 0,operator:void 0}),t.languages.objectpascal=t.languages.pascal}return _w}var Nw,nP;function tSe(){if(nP)return Nw;nP=1,Nw=e,e.displayName="pascaligo",e.aliases=[];function e(t){(function(n){var r=/\((?:[^()]|\((?:[^()]|\([^()]*\))*\))*\)/.source,a=/(?:\b\w+(?:<braces>)?|<braces>)/.source.replace(/<braces>/g,function(){return r}),o=n.languages.pascaligo={comment:/\(\*[\s\S]+?\*\)|\/\/.*/,string:{pattern:/(["'`])(?:\\[\s\S]|(?!\1)[^\\])*\1|\^[a-z]/i,greedy:!0},"class-name":[{pattern:RegExp(/(\btype\s+\w+\s+is\s+)<type>/.source.replace(/<type>/g,function(){return a}),"i"),lookbehind:!0,inside:null},{pattern:RegExp(/<type>(?=\s+is\b)/.source.replace(/<type>/g,function(){return a}),"i"),inside:null},{pattern:RegExp(/(:\s*)<type>/.source.replace(/<type>/g,function(){return 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e(t){t.languages.peoplecode={comment:RegExp([/\/\*[\s\S]*?\*\//.source,/\bREM[^;]*;/.source,/<\*(?:[^<*]|\*(?!>)|<(?!\*)|<\*(?:(?!\*>)[\s\S])*\*>)*\*>/.source,/\/\+[\s\S]*?\+\//.source].join("|")),string:{pattern:/'(?:''|[^'\r\n])*'(?!')|"(?:""|[^"\r\n])*"(?!")/,greedy:!0},variable:/%\w+/,"function-definition":{pattern:/((?:^|[^\w-])(?:function|method)\s+)\w+/i,lookbehind:!0,alias:"function"},"class-name":{pattern:/((?:^|[^-\w])(?:as|catch|class|component|create|extends|global|implements|instance|local|of|property|returns)\s+)\w+(?::\w+)*/i,lookbehind:!0,inside:{punctuation:/:/}},keyword:/\b(?:abstract|alias|as|catch|class|component|constant|create|declare|else|end-(?:class|evaluate|for|function|get|if|method|set|try|while)|evaluate|extends|for|function|get|global|if|implements|import|instance|library|local|method|null|of|out|peopleCode|private|program|property|protected|readonly|ref|repeat|returns?|set|step|then|throw|to|try|until|value|when(?:-other)?|while)\b/i,"operator-keyword":{pattern:/\b(?:and|not|or)\b/i,alias:"operator"},function:/[_a-z]\w*(?=\s*\()/i,boolean:/\b(?:false|true)\b/i,number:/\b\d+(?:\.\d+)?\b/,operator:/<>|[<>]=?|!=|\*\*|[-+*/|=@]/,punctuation:/[:.;,()[\]]/},t.languages.pcode=t.languages.peoplecode}return Iw}var Dw,oP;function aSe(){if(oP)return Dw;oP=1,Dw=e,e.displayName="perl",e.aliases=[];function e(t){(function(n){var 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e(t){t.languages.solidity=t.languages.extend("clike",{"class-name":{pattern:/(\b(?:contract|enum|interface|library|new|struct|using)\s+)(?!\d)[\w$]+/,lookbehind:!0},keyword:/\b(?:_|anonymous|as|assembly|assert|break|calldata|case|constant|constructor|continue|contract|default|delete|do|else|emit|enum|event|external|for|from|function|if|import|indexed|inherited|interface|internal|is|let|library|mapping|memory|modifier|new|payable|pragma|private|public|pure|require|returns?|revert|selfdestruct|solidity|storage|struct|suicide|switch|this|throw|using|var|view|while)\b/,operator:/=>|->|:=|=:|\*\*|\+\+|--|\|\||&&|<<=?|>>=?|[-+*/%^&|<>!=]=?|[~?]/}),t.languages.insertBefore("solidity","keyword",{builtin:/\b(?:address|bool|byte|u?int(?:8|16|24|32|40|48|56|64|72|80|88|96|104|112|120|128|136|144|152|160|168|176|184|192|200|208|216|224|232|240|248|256)?|string|bytes(?:[1-9]|[12]\d|3[0-2])?)\b/}),t.languages.insertBefore("solidity","number",{version:{pattern:/([<>]=?|\^)\d+\.\d+\.\d+\b/,lookbehind:!0,alias:"number"}}),t.languages.sol=t.languages.solidity}return 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Number]","[object Function]","[object RegExp]"],x=n.joinArrays!==void 0?n.joinArrays:this.options.joinArrays,T=!this.i18nFormat||this.i18nFormat.handleAsObject,k=n.count!==void 0&&!tt(n.count),R=Gp.hasDefaultValue(n),O=k?this.pluralResolver.getSuffix(d,n.count,n):"",N=n.ordinal&&k?this.pluralResolver.getSuffix(d,n.count,{ordinal:!1}):"",C=k&&!n.ordinal&&n.count===0,_=C&&n[`defaultValue${this.options.pluralSeparator}zero`]||n[`defaultValue${O}`]||n[`defaultValue${N}`]||n.defaultValue;let M=m;T&&!m&&R&&(M=_);const D=Uz(M),I=Object.prototype.toString.apply(M);if(T&&M&&D&&v.indexOf(I)<0&&!(tt(x)&&Array.isArray(M))){if(!n.returnObjects&&!this.options.returnObjects){this.options.returnedObjectHandler||this.logger.warn("accessing an object - but returnObjects options is not enabled!");const U=this.options.returnedObjectHandler?this.options.returnedObjectHandler(b,M,{...n,ns:l}):`key '${s} (${this.language})' returned an object instead of string.`;return a?(g.res=U,g.usedParams=this.getUsedParamsDetails(n),g):U}if(o){const U=Array.isArray(M),$=U?[]:{},B=U?y:b;for(const W in M)if(Object.prototype.hasOwnProperty.call(M,W)){const K=`${B}${o}${W}`;R&&!m?$[W]=this.translate(K,{...n,defaultValue:Uz(_)?_[W]:void 0,joinArrays:!1,ns:l}):$[W]=this.translate(K,{...n,joinArrays:!1,ns:l}),$[W]===K&&($[W]=M[W])}m=$}}else if(T&&tt(x)&&Array.isArray(m))m=m.join(x),m&&(m=this.extendTranslation(m,t,n,r));else{let U=!1,$=!1;!this.isValidLookup(m)&&R&&(U=!0,m=_),this.isValidLookup(m)||($=!0,m=s);const W=(n.missingKeyNoValueFallbackToKey||this.options.missingKeyNoValueFallbackToKey)&&$?void 0:m,K=R&&_!==m&&this.options.updateMissing;if($||U||K){if(this.logger.log(K?"updateKey":"missingKey",d,u,s,K?_:m),o){const Y=this.resolve(s,{...n,keySeparator:!1});Y&&Y.res&&this.logger.warn("Seems the loaded translations were in flat JSON format instead of nested. Either set keySeparator: false on init or make sure your translations are published in nested format.")}let G=[];const H=this.languageUtils.getFallbackCodes(this.options.fallbackLng,n.lng||this.language);if(this.options.saveMissingTo==="fallback"&&H&&H[0])for(let Y=0;Y<H.length;Y++)G.push(H[Y]);else this.options.saveMissingTo==="all"?G=this.languageUtils.toResolveHierarchy(n.lng||this.language):G.push(n.lng||this.language);const F=(Y,L,V)=>{var P;const j=R&&V!==m?V:W;this.options.missingKeyHandler?this.options.missingKeyHandler(Y,u,L,j,K,n):(P=this.backendConnector)!=null&&P.saveMissing&&this.backendConnector.saveMissing(Y,u,L,j,K,n),this.emit("missingKey",Y,u,L,m)};this.options.saveMissing&&(this.options.saveMissingPlurals&&k?G.forEach(Y=>{const L=this.pluralResolver.getSuffixes(Y,n);C&&n[`defaultValue${this.options.pluralSeparator}zero`]&&L.indexOf(`${this.options.pluralSeparator}zero`)<0&&L.push(`${this.options.pluralSeparator}zero`),L.forEach(V=>{F([Y],s+V,n[`defaultValue${V}`]||_)})}):F(G,s,_))}m=this.extendTranslation(m,t,n,g,r),$&&m===s&&this.options.appendNamespaceToMissingKey&&(m=`${u}:${s}`),($||U)&&this.options.parseMissingKeyHandler&&(m=this.options.parseMissingKeyHandler(this.options.appendNamespaceToMissingKey?`${u}:${s}`:s,U?m:void 0))}return a?(g.res=m,g.usedParams=this.getUsedParamsDetails(n),g):m}extendTranslation(t,n,r,a,o){var d,f;var s=this;if((d=this.i18nFormat)!=null&&d.parse)t=this.i18nFormat.parse(t,{...this.options.interpolation.defaultVariables,...r},r.lng||this.language||a.usedLng,a.usedNS,a.usedKey,{resolved:a});else if(!r.skipInterpolation){r.interpolation&&this.interpolator.init({...r,interpolation:{...this.options.interpolation,...r.interpolation}});const g=tt(t)&&(((f=r==null?void 0:r.interpolation)==null?void 0:f.skipOnVariables)!==void 0?r.interpolation.skipOnVariables:this.options.interpolation.skipOnVariables);let m;if(g){const y=t.match(this.interpolator.nestingRegexp);m=y&&y.length}let b=r.replace&&!tt(r.replace)?r.replace:r;if(this.options.interpolation.defaultVariables&&(b={...this.options.interpolation.defaultVariables,...b}),t=this.interpolator.interpolate(t,b,r.lng||this.language||a.usedLng,r),g){const y=t.match(this.interpolator.nestingRegexp),v=y&&y.length;m<v&&(r.nest=!1)}!r.lng&&a&&a.res&&(r.lng=this.language||a.usedLng),r.nest!==!1&&(t=this.interpolator.nest(t,function(){for(var y=arguments.length,v=new Array(y),x=0;x<y;x++)v[x]=arguments[x];return(o==null?void 0:o[0])===v[0]&&!r.context?(s.logger.warn(`It seems you are nesting recursively key: ${v[0]} in key: ${n[0]}`),null):s.translate(...v,n)},r)),r.interpolation&&this.interpolator.reset()}const l=r.postProcess||this.options.postProcess,u=tt(l)?[l]:l;return t!=null&&(u!=null&&u.length)&&r.applyPostProcessor!==!1&&(t=XH.handle(u,t,n,this.options&&this.options.postProcessPassResolved?{i18nResolved:{...a,usedParams:this.getUsedParamsDetails(r)},...r}:r,this)),t}resolve(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},r,a,o,s,l;return tt(t)&&(t=[t]),t.forEach(u=>{if(this.isValidLookup(r))return;const d=this.extractFromKey(u,n),f=d.key;a=f;let g=d.namespaces;this.options.fallbackNS&&(g=g.concat(this.options.fallbackNS));const m=n.count!==void 0&&!tt(n.count),b=m&&!n.ordinal&&n.count===0,y=n.context!==void 0&&(tt(n.context)||typeof n.context=="number")&&n.context!=="",v=n.lngs?n.lngs:this.languageUtils.toResolveHierarchy(n.lng||this.language,n.fallbackLng);g.forEach(x=>{var T,k;this.isValidLookup(r)||(l=x,!jz[`${v[0]}-${x}`]&&((T=this.utils)!=null&&T.hasLoadedNamespace)&&!((k=this.utils)!=null&&k.hasLoadedNamespace(l))&&(jz[`${v[0]}-${x}`]=!0,this.logger.warn(`key "${a}" for languages "${v.join(", ")}" won't get resolved as namespace "${l}" was not yet loaded`,"This means something IS WRONG in your setup. You access the t function before i18next.init / i18next.loadNamespace / i18next.changeLanguage was done. Wait for the callback or Promise to resolve before accessing it!!!")),v.forEach(R=>{var C;if(this.isValidLookup(r))return;s=R;const O=[f];if((C=this.i18nFormat)!=null&&C.addLookupKeys)this.i18nFormat.addLookupKeys(O,f,R,x,n);else{let _;m&&(_=this.pluralResolver.getSuffix(R,n.count,n));const M=`${this.options.pluralSeparator}zero`,D=`${this.options.pluralSeparator}ordinal${this.options.pluralSeparator}`;if(m&&(O.push(f+_),n.ordinal&&_.indexOf(D)===0&&O.push(f+_.replace(D,this.options.pluralSeparator)),b&&O.push(f+M)),y){const I=`${f}${this.options.contextSeparator}${n.context}`;O.push(I),m&&(O.push(I+_),n.ordinal&&_.indexOf(D)===0&&O.push(I+_.replace(D,this.options.pluralSeparator)),b&&O.push(I+M))}}let N;for(;N=O.pop();)this.isValidLookup(r)||(o=N,r=this.getResource(R,x,N,n))}))})}),{res:r,usedKey:a,exactUsedKey:o,usedLng:s,usedNS:l}}isValidLookup(t){return t!==void 0&&!(!this.options.returnNull&&t===null)&&!(!this.options.returnEmptyString&&t==="")}getResource(t,n,r){var o;let a=arguments.length>3&&arguments[3]!==void 0?arguments[3]:{};return(o=this.i18nFormat)!=null&&o.getResource?this.i18nFormat.getResource(t,n,r,a):this.resourceStore.getResource(t,n,r,a)}getUsedParamsDetails(){let t=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{};const n=["defaultValue","ordinal","context","replace","lng","lngs","fallbackLng","ns","keySeparator","nsSeparator","returnObjects","returnDetails","joinArrays","postProcess","interpolation"],r=t.replace&&!tt(t.replace);let a=r?t.replace:t;if(r&&typeof t.count<"u"&&(a.count=t.count),this.options.interpolation.defaultVariables&&(a={...this.options.interpolation.defaultVariables,...a}),!r){a={...a};for(const o of n)delete a[o]}return a}static hasDefaultValue(t){const n="defaultValue";for(const r in t)if(Object.prototype.hasOwnProperty.call(t,r)&&n===r.substring(0,n.length)&&t[r]!==void 0)return!0;return!1}}class Gz{constructor(t){this.options=t,this.supportedLngs=this.options.supportedLngs||!1,this.logger=aa.create("languageUtils")}getScriptPartFromCode(t){if(t=jp(t),!t||t.indexOf("-")<0)return null;const n=t.split("-");return n.length===2||(n.pop(),n[n.length-1].toLowerCase()==="x")?null:this.formatLanguageCode(n.join("-"))}getLanguagePartFromCode(t){if(t=jp(t),!t||t.indexOf("-")<0)return t;const n=t.split("-");return this.formatLanguageCode(n[0])}formatLanguageCode(t){if(tt(t)&&t.indexOf("-")>-1){let n;try{n=Intl.getCanonicalLocales(t)[0]}catch{}return n&&this.options.lowerCaseLng&&(n=n.toLowerCase()),n||(this.options.lowerCaseLng?t.toLowerCase():t)}return this.options.cleanCode||this.options.lowerCaseLng?t.toLowerCase():t}isSupportedCode(t){return(this.options.load==="languageOnly"||this.options.nonExplicitSupportedLngs)&&(t=this.getLanguagePartFromCode(t)),!this.supportedLngs||!this.supportedLngs.length||this.supportedLngs.indexOf(t)>-1}getBestMatchFromCodes(t){if(!t)return null;let n;return t.forEach(r=>{if(n)return;const a=this.formatLanguageCode(r);(!this.options.supportedLngs||this.isSupportedCode(a))&&(n=a)}),!n&&this.options.supportedLngs&&t.forEach(r=>{if(n)return;const a=this.getLanguagePartFromCode(r);if(this.isSupportedCode(a))return n=a;n=this.options.supportedLngs.find(o=>{if(o===a)return o;if(!(o.indexOf("-")<0&&a.indexOf("-")<0)&&(o.indexOf("-")>0&&a.indexOf("-")<0&&o.substring(0,o.indexOf("-"))===a||o.indexOf(a)===0&&a.length>1))return o})}),n||(n=this.getFallbackCodes(this.options.fallbackLng)[0]),n}getFallbackCodes(t,n){if(!t)return[];if(typeof t=="function"&&(t=t(n)),tt(t)&&(t=[t]),Array.isArray(t))return t;if(!n)return t.default||[];let r=t[n];return r||(r=t[this.getScriptPartFromCode(n)]),r||(r=t[this.formatLanguageCode(n)]),r||(r=t[this.getLanguagePartFromCode(n)]),r||(r=t.default),r||[]}toResolveHierarchy(t,n){const r=this.getFallbackCodes(n||this.options.fallbackLng||[],t),a=[],o=s=>{s&&(this.isSupportedCode(s)?a.push(s):this.logger.warn(`rejecting language code not found in supportedLngs: ${s}`))};return tt(t)&&(t.indexOf("-")>-1||t.indexOf("_")>-1)?(this.options.load!=="languageOnly"&&o(this.formatLanguageCode(t)),this.options.load!=="languageOnly"&&this.options.load!=="currentOnly"&&o(this.getScriptPartFromCode(t)),this.options.load!=="currentOnly"&&o(this.getLanguagePartFromCode(t))):tt(t)&&o(this.formatLanguageCode(t)),r.forEach(s=>{a.indexOf(s)<0&&o(this.formatLanguageCode(s))}),a}}const Hz={zero:0,one:1,two:2,few:3,many:4,other:5},$z={select:e=>e===1?"one":"other",resolvedOptions:()=>({pluralCategories:["one","other"]})};class QEe{constructor(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{};this.languageUtils=t,this.options=n,this.logger=aa.create("pluralResolver"),this.pluralRulesCache={}}addRule(t,n){this.rules[t]=n}clearCache(){this.pluralRulesCache={}}getRule(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{};const r=jp(t==="dev"?"en":t),a=n.ordinal?"ordinal":"cardinal",o=JSON.stringify({cleanedCode:r,type:a});if(o in this.pluralRulesCache)return this.pluralRulesCache[o];let s;try{s=new Intl.PluralRules(r,{type:a})}catch{if(!Intl)return this.logger.error("No Intl support, please use an Intl polyfill!"),$z;if(!t.match(/-|_/))return $z;const u=this.languageUtils.getLanguagePartFromCode(t);s=this.getRule(u,n)}return this.pluralRulesCache[o]=s,s}needsPlural(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},r=this.getRule(t,n);return r||(r=this.getRule("dev",n)),(r==null?void 0:r.resolvedOptions().pluralCategories.length)>1}getPluralFormsOfKey(t,n){let r=arguments.length>2&&arguments[2]!==void 0?arguments[2]:{};return this.getSuffixes(t,r).map(a=>`${n}${a}`)}getSuffixes(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},r=this.getRule(t,n);return r||(r=this.getRule("dev",n)),r?r.resolvedOptions().pluralCategories.sort((a,o)=>Hz[a]-Hz[o]).map(a=>`${this.options.prepend}${n.ordinal?`ordinal${this.options.prepend}`:""}${a}`):[]}getSuffix(t,n){let r=arguments.length>2&&arguments[2]!==void 0?arguments[2]:{};const a=this.getRule(t,r);return a?`${this.options.prepend}${r.ordinal?`ordinal${this.options.prepend}`:""}${a.select(n)}`:(this.logger.warn(`no plural rule found for: ${t}`),this.getSuffix("dev",n,r))}}const qz=function(e,t,n){let r=arguments.length>3&&arguments[3]!==void 0?arguments[3]:".",a=arguments.length>4&&arguments[4]!==void 0?arguments[4]:!0,o=$Ee(e,t,n);return!o&&a&&tt(n)&&(o=C0(e,n,r),o===void 0&&(o=C0(t,n,r))),o},lk=e=>e.replace(/\$/g,"$$$$");class JEe{constructor(){var n;let t=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{};this.logger=aa.create("interpolator"),this.options=t,this.format=((n=t==null?void 0:t.interpolation)==null?void 0:n.format)||(r=>r),this.init(t)}init(){let t=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{};t.interpolation||(t.interpolation={escapeValue:!0});const{escape:n,escapeValue:r,useRawValueToEscape:a,prefix:o,prefixEscaped:s,suffix:l,suffixEscaped:u,formatSeparator:d,unescapeSuffix:f,unescapePrefix:g,nestingPrefix:m,nestingPrefixEscaped:b,nestingSuffix:y,nestingSuffixEscaped:v,nestingOptionsSeparator:x,maxReplaces:T,alwaysFormat:k}=t.interpolation;this.escape=n!==void 0?n:VEe,this.escapeValue=r!==void 0?r:!0,this.useRawValueToEscape=a!==void 0?a:!1,this.prefix=o?ys(o):s||"{{",this.suffix=l?ys(l):u||"}}",this.formatSeparator=d||",",this.unescapePrefix=f?"":g||"-",this.unescapeSuffix=this.unescapePrefix?"":f||"",this.nestingPrefix=m?ys(m):b||ys("$t("),this.nestingSuffix=y?ys(y):v||ys(")"),this.nestingOptionsSeparator=x||",",this.maxReplaces=T||1e3,this.alwaysFormat=k!==void 0?k:!1,this.resetRegExp()}reset(){this.options&&this.init(this.options)}resetRegExp(){const t=(n,r)=>(n==null?void 0:n.source)===r?(n.lastIndex=0,n):new RegExp(r,"g");this.regexp=t(this.regexp,`${this.prefix}(.+?)${this.suffix}`),this.regexpUnescape=t(this.regexpUnescape,`${this.prefix}${this.unescapePrefix}(.+?)${this.unescapeSuffix}${this.suffix}`),this.nestingRegexp=t(this.nestingRegexp,`${this.nestingPrefix}(.+?)${this.nestingSuffix}`)}interpolate(t,n,r,a){var b;let o,s,l;const u=this.options&&this.options.interpolation&&this.options.interpolation.defaultVariables||{},d=y=>{if(y.indexOf(this.formatSeparator)<0){const k=qz(n,u,y,this.options.keySeparator,this.options.ignoreJSONStructure);return this.alwaysFormat?this.format(k,void 0,r,{...a,...n,interpolationkey:y}):k}const v=y.split(this.formatSeparator),x=v.shift().trim(),T=v.join(this.formatSeparator).trim();return this.format(qz(n,u,x,this.options.keySeparator,this.options.ignoreJSONStructure),T,r,{...a,...n,interpolationkey:x})};this.resetRegExp();const f=(a==null?void 0:a.missingInterpolationHandler)||this.options.missingInterpolationHandler,g=((b=a==null?void 0:a.interpolation)==null?void 0:b.skipOnVariables)!==void 0?a.interpolation.skipOnVariables:this.options.interpolation.skipOnVariables;return[{regex:this.regexpUnescape,safeValue:y=>lk(y)},{regex:this.regexp,safeValue:y=>this.escapeValue?lk(this.escape(y)):lk(y)}].forEach(y=>{for(l=0;o=y.regex.exec(t);){const v=o[1].trim();if(s=d(v),s===void 0)if(typeof f=="function"){const T=f(t,o,a);s=tt(T)?T:""}else if(a&&Object.prototype.hasOwnProperty.call(a,v))s="";else if(g){s=o[0];continue}else this.logger.warn(`missed to pass in variable ${v} for interpolating ${t}`),s="";else!tt(s)&&!this.useRawValueToEscape&&(s=Mz(s));const x=y.safeValue(s);if(t=t.replace(o[0],x),g?(y.regex.lastIndex+=s.length,y.regex.lastIndex-=o[0].length):y.regex.lastIndex=0,l++,l>=this.maxReplaces)break}}),t}nest(t,n){let r=arguments.length>2&&arguments[2]!==void 0?arguments[2]:{},a,o,s;const l=(u,d)=>{const f=this.nestingOptionsSeparator;if(u.indexOf(f)<0)return u;const g=u.split(new RegExp(`${f}[ ]*{`));let m=`{${g[1]}`;u=g[0],m=this.interpolate(m,s);const b=m.match(/'/g),y=m.match(/"/g);(((b==null?void 0:b.length)??0)%2===0&&!y||y.length%2!==0)&&(m=m.replace(/'/g,'"'));try{s=JSON.parse(m),d&&(s={...d,...s})}catch(v){return this.logger.warn(`failed parsing options string in nesting for key ${u}`,v),`${u}${f}${m}`}return s.defaultValue&&s.defaultValue.indexOf(this.prefix)>-1&&delete s.defaultValue,u};for(;a=this.nestingRegexp.exec(t);){let u=[];s={...r},s=s.replace&&!tt(s.replace)?s.replace:s,s.applyPostProcessor=!1,delete s.defaultValue;let d=!1;if(a[0].indexOf(this.formatSeparator)!==-1&&!/{.*}/.test(a[1])){const f=a[1].split(this.formatSeparator).map(g=>g.trim());a[1]=f.shift(),u=f,d=!0}if(o=n(l.call(this,a[1].trim(),s),s),o&&a[0]===t&&!tt(o))return o;tt(o)||(o=Mz(o)),o||(this.logger.warn(`missed to resolve ${a[1]} for nesting ${t}`),o=""),d&&(o=u.reduce((f,g)=>this.format(f,g,r.lng,{...r,interpolationkey:a[1].trim()}),o.trim())),t=t.replace(a[0],o),this.regexp.lastIndex=0}return t}}const exe=e=>{let t=e.toLowerCase().trim();const n={};if(e.indexOf("(")>-1){const r=e.split("(");t=r[0].toLowerCase().trim();const a=r[1].substring(0,r[1].length-1);t==="currency"&&a.indexOf(":")<0?n.currency||(n.currency=a.trim()):t==="relativetime"&&a.indexOf(":")<0?n.range||(n.range=a.trim()):a.split(";").forEach(s=>{if(s){const[l,...u]=s.split(":"),d=u.join(":").trim().replace(/^'+|'+$/g,""),f=l.trim();n[f]||(n[f]=d),d==="false"&&(n[f]=!1),d==="true"&&(n[f]=!0),isNaN(d)||(n[f]=parseInt(d,10))}})}return{formatName:t,formatOptions:n}},vs=e=>{const t={};return(n,r,a)=>{let o=a;a&&a.interpolationkey&&a.formatParams&&a.formatParams[a.interpolationkey]&&a[a.interpolationkey]&&(o={...o,[a.interpolationkey]:void 0});const s=r+JSON.stringify(o);let l=t[s];return l||(l=e(jp(r),a),t[s]=l),l(n)}};class txe{constructor(){let t=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{};this.logger=aa.create("formatter"),this.options=t,this.formats={number:vs((n,r)=>{const a=new Intl.NumberFormat(n,{...r});return o=>a.format(o)}),currency:vs((n,r)=>{const a=new Intl.NumberFormat(n,{...r,style:"currency"});return o=>a.format(o)}),datetime:vs((n,r)=>{const a=new Intl.DateTimeFormat(n,{...r});return o=>a.format(o)}),relativetime:vs((n,r)=>{const a=new Intl.RelativeTimeFormat(n,{...r});return o=>a.format(o,r.range||"day")}),list:vs((n,r)=>{const a=new Intl.ListFormat(n,{...r});return o=>a.format(o)})},this.init(t)}init(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{interpolation:{}};this.formatSeparator=n.interpolation.formatSeparator||","}add(t,n){this.formats[t.toLowerCase().trim()]=n}addCached(t,n){this.formats[t.toLowerCase().trim()]=vs(n)}format(t,n,r){let a=arguments.length>3&&arguments[3]!==void 0?arguments[3]:{};const o=n.split(this.formatSeparator);if(o.length>1&&o[0].indexOf("(")>1&&o[0].indexOf(")")<0&&o.find(l=>l.indexOf(")")>-1)){const l=o.findIndex(u=>u.indexOf(")")>-1);o[0]=[o[0],...o.splice(1,l)].join(this.formatSeparator)}return o.reduce((l,u)=>{var g;const{formatName:d,formatOptions:f}=exe(u);if(this.formats[d]){let m=l;try{const b=((g=a==null?void 0:a.formatParams)==null?void 0:g[a.interpolationkey])||{},y=b.locale||b.lng||a.locale||a.lng||r;m=this.formats[d](l,y,{...f,...a,...b})}catch(b){this.logger.warn(b)}return m}else this.logger.warn(`there was no format function for ${d}`);return l},t)}}const nxe=(e,t)=>{e.pending[t]!==void 0&&(delete e.pending[t],e.pendingCount--)};class rxe extends Gf{constructor(t,n,r){var o,s;let a=arguments.length>3&&arguments[3]!==void 0?arguments[3]:{};super(),this.backend=t,this.store=n,this.services=r,this.languageUtils=r.languageUtils,this.options=a,this.logger=aa.create("backendConnector"),this.waitingReads=[],this.maxParallelReads=a.maxParallelReads||10,this.readingCalls=0,this.maxRetries=a.maxRetries>=0?a.maxRetries:5,this.retryTimeout=a.retryTimeout>=1?a.retryTimeout:350,this.state={},this.queue=[],(s=(o=this.backend)==null?void 0:o.init)==null||s.call(o,r,a.backend,a)}queueLoad(t,n,r,a){const o={},s={},l={},u={};return t.forEach(d=>{let f=!0;n.forEach(g=>{const m=`${d}|${g}`;!r.reload&&this.store.hasResourceBundle(d,g)?this.state[m]=2:this.state[m]<0||(this.state[m]===1?s[m]===void 0&&(s[m]=!0):(this.state[m]=1,f=!1,s[m]===void 0&&(s[m]=!0),o[m]===void 0&&(o[m]=!0),u[g]===void 0&&(u[g]=!0)))}),f||(l[d]=!0)}),(Object.keys(o).length||Object.keys(s).length)&&this.queue.push({pending:s,pendingCount:Object.keys(s).length,loaded:{},errors:[],callback:a}),{toLoad:Object.keys(o),pending:Object.keys(s),toLoadLanguages:Object.keys(l),toLoadNamespaces:Object.keys(u)}}loaded(t,n,r){const a=t.split("|"),o=a[0],s=a[1];n&&this.emit("failedLoading",o,s,n),!n&&r&&this.store.addResourceBundle(o,s,r,void 0,void 0,{skipCopy:!0}),this.state[t]=n?-1:2,n&&r&&(this.state[t]=0);const l={};this.queue.forEach(u=>{HEe(u.loaded,[o],s),nxe(u,t),n&&u.errors.push(n),u.pendingCount===0&&!u.done&&(Object.keys(u.loaded).forEach(d=>{l[d]||(l[d]={});const f=u.loaded[d];f.length&&f.forEach(g=>{l[d][g]===void 0&&(l[d][g]=!0)})}),u.done=!0,u.errors.length?u.callback(u.errors):u.callback())}),this.emit("loaded",l),this.queue=this.queue.filter(u=>!u.done)}read(t,n,r){let a=arguments.length>3&&arguments[3]!==void 0?arguments[3]:0,o=arguments.length>4&&arguments[4]!==void 0?arguments[4]:this.retryTimeout,s=arguments.length>5?arguments[5]:void 0;if(!t.length)return s(null,{});if(this.readingCalls>=this.maxParallelReads){this.waitingReads.push({lng:t,ns:n,fcName:r,tried:a,wait:o,callback:s});return}this.readingCalls++;const l=(d,f)=>{if(this.readingCalls--,this.waitingReads.length>0){const g=this.waitingReads.shift();this.read(g.lng,g.ns,g.fcName,g.tried,g.wait,g.callback)}if(d&&f&&a<this.maxRetries){setTimeout(()=>{this.read.call(this,t,n,r,a+1,o*2,s)},o);return}s(d,f)},u=this.backend[r].bind(this.backend);if(u.length===2){try{const d=u(t,n);d&&typeof d.then=="function"?d.then(f=>l(null,f)).catch(l):l(null,d)}catch(d){l(d)}return}return u(t,n,l)}prepareLoading(t,n){let r=arguments.length>2&&arguments[2]!==void 0?arguments[2]:{},a=arguments.length>3?arguments[3]:void 0;if(!this.backend)return this.logger.warn("No backend was added via i18next.use. 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You access the t function before i18next.init / i18next.loadNamespace / i18next.changeLanguage was done. Wait for the callback or Promise to resolve before accessing it!!!");return}if(!(r==null||r==="")){if((m=this.backend)!=null&&m.create){const b={...s,isUpdate:o},y=this.backend.create.bind(this.backend);if(y.length<6)try{let v;y.length===5?v=y(t,n,r,a,b):v=y(t,n,r,a),v&&typeof v.then=="function"?v.then(x=>l(null,x)).catch(l):l(null,v)}catch(v){l(v)}else y(t,n,r,a,l,b)}!t||!t[0]||this.store.addResource(t[0],n,r,a)}}}const Vz=()=>({debug:!1,initAsync:!0,ns:["translation"],defaultNS:["translation"],fallbackLng:["dev"],fallbackNS:!1,supportedLngs:!1,nonExplicitSupportedLngs:!1,load:"all",preload:!1,simplifyPluralSuffix:!0,keySeparator:".",nsSeparator:":",pluralSeparator:"_",contextSeparator:"_",partialBundledLanguages:!1,saveMissing:!1,updateMissing:!1,saveMissingTo:"fallback",saveMissingPlurals:!0,missingKeyHandler:!1,missingInterpolationHandler:!1,postProcess:!1,postProcessPassResolved:!1,returnNull:!1,returnEmptyString:!0,returnObjects:!1,joinArrays:!1,returnedObjectHandler:!1,parseMissingKeyHandler:!1,appendNamespaceToMissingKey:!1,appendNamespaceToCIMode:!1,overloadTranslationOptionHandler:e=>{let t={};if(typeof e[1]=="object"&&(t=e[1]),tt(e[1])&&(t.defaultValue=e[1]),tt(e[2])&&(t.tDescription=e[2]),typeof e[2]=="object"||typeof e[3]=="object"){const n=e[3]||e[2];Object.keys(n).forEach(r=>{t[r]=n[r]})}return t},interpolation:{escapeValue:!0,format:e=>e,prefix:"{{",suffix:"}}",formatSeparator:",",unescapePrefix:"-",nestingPrefix:"$t(",nestingSuffix:")",nestingOptionsSeparator:",",maxReplaces:1e3,skipOnVariables:!0}}),Wz=e=>{var t,n;return tt(e.ns)&&(e.ns=[e.ns]),tt(e.fallbackLng)&&(e.fallbackLng=[e.fallbackLng]),tt(e.fallbackNS)&&(e.fallbackNS=[e.fallbackNS]),((n=(t=e.supportedLngs)==null?void 0:t.indexOf)==null?void 0:n.call(t,"cimode"))<0&&(e.supportedLngs=e.supportedLngs.concat(["cimode"])),typeof e.initImmediate=="boolean"&&(e.initAsync=e.initImmediate),e},Vd=()=>{},axe=e=>{Object.getOwnPropertyNames(Object.getPrototypeOf(e)).forEach(n=>{typeof e[n]=="function"&&(e[n]=e[n].bind(e))})};class Fc extends Gf{constructor(){let t=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{},n=arguments.length>1?arguments[1]:void 0;if(super(),this.options=Wz(t),this.services={},this.logger=aa,this.modules={external:[]},axe(this),n&&!this.isInitialized&&!t.isClone){if(!this.options.initAsync)return this.init(t,n),this;setTimeout(()=>{this.init(t,n)},0)}}init(){var t=this;let n=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{},r=arguments.length>1?arguments[1]:void 0;this.isInitializing=!0,typeof n=="function"&&(r=n,n={}),n.defaultNS==null&&n.ns&&(tt(n.ns)?n.defaultNS=n.ns:n.ns.indexOf("translation")<0&&(n.defaultNS=n.ns[0]));const a=Vz();this.options={...a,...this.options,...Wz(n)},this.options.interpolation={...a.interpolation,...this.options.interpolation},n.keySeparator!==void 0&&(this.options.userDefinedKeySeparator=n.keySeparator),n.nsSeparator!==void 0&&(this.options.userDefinedNsSeparator=n.nsSeparator);const o=f=>f?typeof f=="function"?new f:f:null;if(!this.options.isClone){this.modules.logger?aa.init(o(this.modules.logger),this.options):aa.init(null,this.options);let f;this.modules.formatter?f=this.modules.formatter:f=txe;const g=new Gz(this.options);this.store=new Bz(this.options.resources,this.options);const m=this.services;m.logger=aa,m.resourceStore=this.store,m.languageUtils=g,m.pluralResolver=new QEe(g,{prepend:this.options.pluralSeparator,simplifyPluralSuffix:this.options.simplifyPluralSuffix}),f&&(!this.options.interpolation.format||this.options.interpolation.format===a.interpolation.format)&&(m.formatter=o(f),m.formatter.init(m,this.options),this.options.interpolation.format=m.formatter.format.bind(m.formatter)),m.interpolator=new JEe(this.options),m.utils={hasLoadedNamespace:this.hasLoadedNamespace.bind(this)},m.backendConnector=new rxe(o(this.modules.backend),m.resourceStore,m,this.options),m.backendConnector.on("*",function(b){for(var y=arguments.length,v=new Array(y>1?y-1:0),x=1;x<y;x++)v[x-1]=arguments[x];t.emit(b,...v)}),this.modules.languageDetector&&(m.languageDetector=o(this.modules.languageDetector),m.languageDetector.init&&m.languageDetector.init(m,this.options.detection,this.options)),this.modules.i18nFormat&&(m.i18nFormat=o(this.modules.i18nFormat),m.i18nFormat.init&&m.i18nFormat.init(this)),this.translator=new Gp(this.services,this.options),this.translator.on("*",function(b){for(var y=arguments.length,v=new Array(y>1?y-1:0),x=1;x<y;x++)v[x-1]=arguments[x];t.emit(b,...v)}),this.modules.external.forEach(b=>{b.init&&b.init(this)})}if(this.format=this.options.interpolation.format,r||(r=Vd),this.options.fallbackLng&&!this.services.languageDetector&&!this.options.lng){const f=this.services.languageUtils.getFallbackCodes(this.options.fallbackLng);f.length>0&&f[0]!=="dev"&&(this.options.lng=f[0])}!this.services.languageDetector&&!this.options.lng&&this.logger.warn("init: no languageDetector is used and no lng is defined"),["getResource","hasResourceBundle","getResourceBundle","getDataByLanguage"].forEach(f=>{this[f]=function(){return t.store[f](...arguments)}}),["addResource","addResources","addResourceBundle","removeResourceBundle"].forEach(f=>{this[f]=function(){return t.store[f](...arguments),t}});const u=pc(),d=()=>{const f=(g,m)=>{this.isInitializing=!1,this.isInitialized&&!this.initializedStoreOnce&&this.logger.warn("init: i18next is already initialized. 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Please check the object you are passing to i18next.use()");if(!t.type)throw new Error("You are passing a wrong module! Please check the object you are passing to i18next.use()");return t.type==="backend"&&(this.modules.backend=t),(t.type==="logger"||t.log&&t.warn&&t.error)&&(this.modules.logger=t),t.type==="languageDetector"&&(this.modules.languageDetector=t),t.type==="i18nFormat"&&(this.modules.i18nFormat=t),t.type==="postProcessor"&&XH.addPostProcessor(t),t.type==="formatter"&&(this.modules.formatter=t),t.type==="3rdParty"&&this.modules.external.push(t),this}setResolvedLanguage(t){if(!(!t||!this.languages)&&!(["cimode","dev"].indexOf(t)>-1))for(let n=0;n<this.languages.length;n++){const r=this.languages[n];if(!(["cimode","dev"].indexOf(r)>-1)&&this.store.hasLanguageSomeTranslations(r)){this.resolvedLanguage=r;break}}}changeLanguage(t,n){var r=this;this.isLanguageChangingTo=t;const a=pc();this.emit("languageChanging",t);const o=u=>{this.language=u,this.languages=this.services.languageUtils.toResolveHierarchy(u),this.resolvedLanguage=void 0,this.setResolvedLanguage(u)},s=(u,d)=>{d?(o(d),this.translator.changeLanguage(d),this.isLanguageChangingTo=void 0,this.emit("languageChanged",d),this.logger.log("languageChanged",d)):this.isLanguageChangingTo=void 0,a.resolve(function(){return r.t(...arguments)}),n&&n(u,function(){return r.t(...arguments)})},l=u=>{var f,g;!t&&!u&&this.services.languageDetector&&(u=[]);const d=tt(u)?u:this.services.languageUtils.getBestMatchFromCodes(u);d&&(this.language||o(d),this.translator.language||this.translator.changeLanguage(d),(g=(f=this.services.languageDetector)==null?void 0:f.cacheUserLanguage)==null||g.call(f,d)),this.loadResources(d,m=>{s(m,d)})};return!t&&this.services.languageDetector&&!this.services.languageDetector.async?l(this.services.languageDetector.detect()):!t&&this.services.languageDetector&&this.services.languageDetector.async?this.services.languageDetector.detect.length===0?this.services.languageDetector.detect().then(l):this.services.languageDetector.detect(l):l(t),a}getFixedT(t,n,r){var a=this;const o=function(s,l){let u;if(typeof l!="object"){for(var d=arguments.length,f=new Array(d>2?d-2:0),g=2;g<d;g++)f[g-2]=arguments[g];u=a.options.overloadTranslationOptionHandler([s,l].concat(f))}else u={...l};u.lng=u.lng||o.lng,u.lngs=u.lngs||o.lngs,u.ns=u.ns||o.ns,u.keyPrefix!==""&&(u.keyPrefix=u.keyPrefix||r||o.keyPrefix);const m=a.options.keySeparator||".";let b;return u.keyPrefix&&Array.isArray(s)?b=s.map(y=>`${u.keyPrefix}${m}${y}`):b=u.keyPrefix?`${u.keyPrefix}${m}${s}`:s,a.t(b,u)};return tt(t)?o.lng=t:o.lngs=t,o.ns=n,o.keyPrefix=r,o}t(){var a;for(var t=arguments.length,n=new Array(t),r=0;r<t;r++)n[r]=arguments[r];return(a=this.translator)==null?void 0:a.translate(...n)}exists(){var a;for(var t=arguments.length,n=new Array(t),r=0;r<t;r++)n[r]=arguments[r];return(a=this.translator)==null?void 0:a.exists(...n)}setDefaultNamespace(t){this.options.defaultNS=t}hasLoadedNamespace(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{};if(!this.isInitialized)return this.logger.warn("hasLoadedNamespace: i18next was not initialized",this.languages),!1;if(!this.languages||!this.languages.length)return this.logger.warn("hasLoadedNamespace: i18n.languages were undefined or empty",this.languages),!1;const r=n.lng||this.resolvedLanguage||this.languages[0],a=this.options?this.options.fallbackLng:!1,o=this.languages[this.languages.length-1];if(r.toLowerCase()==="cimode")return!0;const s=(l,u)=>{const d=this.services.backendConnector.state[`${l}|${u}`];return d===-1||d===0||d===2};if(n.precheck){const 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0:f[n],r,o)}addResource(t,n,r,a){let o=arguments.length>4&&arguments[4]!==void 0?arguments[4]:{silent:!1};const s=o.keySeparator!==void 0?o.keySeparator:this.options.keySeparator;let l=[t,n];r&&(l=l.concat(s?r.split(s):r)),t.indexOf(".")>-1&&(l=t.split("."),a=n,n=l[1]),this.addNamespaces(n),Bz(this.data,l,a),o.silent||this.emit("added",t,n,r,a)}addResources(t,n,r){let a=arguments.length>3&&arguments[3]!==void 0?arguments[3]:{silent:!1};for(const o in r)(nt(r[o])||Array.isArray(r[o]))&&this.addResource(t,n,o,r[o],{silent:!0});a.silent||this.emit("added",t,n,r)}addResourceBundle(t,n,r,a,o){let s=arguments.length>5&&arguments[5]!==void 0?arguments[5]:{silent:!1,skipCopy:!1},l=[t,n];t.indexOf(".")>-1&&(l=t.split("."),a=r,r=n,n=l[1]),this.addNamespaces(n);let u=jp(this.data,l)||{};s.skipCopy||(r=JSON.parse(JSON.stringify(r))),a?KH(u,r,o):u={...u,...r},Bz(this.data,l,u),s.silent||this.emit("added",t,n,r)}removeResourceBundle(t,n){this.hasResourceBundle(t,n)&&delete this.data[t][n],this.removeNamespaces(n),this.emit("removed",t,n)}hasResourceBundle(t,n){return this.getResource(t,n)!==void 0}getResourceBundle(t,n){return n||(n=this.options.defaultNS),this.getResource(t,n)}getDataByLanguage(t){return this.data[t]}hasLanguageSomeTranslations(t){const n=this.getDataByLanguage(t);return!!(n&&Object.keys(n)||[]).find(a=>n[a]&&Object.keys(n[a]).length>0)}toJSON(){return this.data}}var XH={processors:{},addPostProcessor(e){this.processors[e.name]=e},handle(e,t,n,r,a){return e.forEach(o=>{var s;t=((s=this.processors[o])==null?void 0:s.process(t,n,r,a))??t}),t}};const Uz={},Gz=e=>!nt(e)&&typeof e!="boolean"&&typeof e!="number";class Hp extends Gf{constructor(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{};super(),JEe(["resourceStore","languageUtils","pluralResolver","interpolator","backendConnector","i18nFormat","utils"],t,this),this.options=n,this.options.keySeparator===void 0&&(this.options.keySeparator="."),this.logger=aa.create("translator")}changeLanguage(t){t&&(this.language=t)}exists(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{interpolation:{}};if(t==null)return!1;const r=this.resolve(t,n);return(r==null?void 0:r.res)!==void 0}extractFromKey(t,n){let r=n.nsSeparator!==void 0?n.nsSeparator:this.options.nsSeparator;r===void 0&&(r=":");const a=n.keySeparator!==void 0?n.keySeparator:this.options.keySeparator;let o=n.ns||this.options.defaultNS||[];const s=r&&t.indexOf(r)>-1,l=!this.options.userDefinedKeySeparator&&!n.keySeparator&&!this.options.userDefinedNsSeparator&&!n.nsSeparator&&!lxe(t,r,a);if(s&&!l){const u=t.match(this.interpolator.nestingRegexp);if(u&&u.length>0)return{key:t,namespaces:nt(o)?[o]:o};const d=t.split(r);(r!==a||r===a&&this.options.ns.indexOf(d[0])>-1)&&(o=d.shift()),t=d.join(a)}return{key:t,namespaces:nt(o)?[o]:o}}translate(t,n,r){if(typeof n!="object"&&this.options.overloadTranslationOptionHandler&&(n=this.options.overloadTranslationOptionHandler(arguments)),typeof n=="object"&&(n={...n}),n||(n={}),t==null)return"";Array.isArray(t)||(t=[String(t)]);const a=n.returnDetails!==void 0?n.returnDetails:this.options.returnDetails,o=n.keySeparator!==void 0?n.keySeparator:this.options.keySeparator,{key:s,namespaces:l}=this.extractFromKey(t[t.length-1],n),u=l[l.length-1],d=n.lng||this.language,f=n.appendNamespaceToCIMode||this.options.appendNamespaceToCIMode;if((d==null?void 0:d.toLowerCase())==="cimode"){if(f){const U=n.nsSeparator||this.options.nsSeparator;return a?{res:`${u}${U}${s}`,usedKey:s,exactUsedKey:s,usedLng:d,usedNS:u,usedParams:this.getUsedParamsDetails(n)}:`${u}${U}${s}`}return a?{res:s,usedKey:s,exactUsedKey:s,usedLng:d,usedNS:u,usedParams:this.getUsedParamsDetails(n)}:s}const g=this.resolve(t,n);let m=g==null?void 0:g.res;const b=(g==null?void 0:g.usedKey)||s,y=(g==null?void 0:g.exactUsedKey)||s,v=["[object Number]","[object Function]","[object RegExp]"],x=n.joinArrays!==void 0?n.joinArrays:this.options.joinArrays,T=!this.i18nFormat||this.i18nFormat.handleAsObject,k=n.count!==void 0&&!nt(n.count),R=Hp.hasDefaultValue(n),O=k?this.pluralResolver.getSuffix(d,n.count,n):"",_=n.ordinal&&k?this.pluralResolver.getSuffix(d,n.count,{ordinal:!1}):"",C=k&&!n.ordinal&&n.count===0,N=C&&n[`defaultValue${this.options.pluralSeparator}zero`]||n[`defaultValue${O}`]||n[`defaultValue${_}`]||n.defaultValue;let L=m;T&&!m&&R&&(L=N);const D=Gz(L),I=Object.prototype.toString.apply(L);if(T&&L&&D&&v.indexOf(I)<0&&!(nt(x)&&Array.isArray(L))){if(!n.returnObjects&&!this.options.returnObjects){this.options.returnedObjectHandler||this.logger.warn("accessing an object - but returnObjects options is not enabled!");const U=this.options.returnedObjectHandler?this.options.returnedObjectHandler(b,L,{...n,ns:l}):`key '${s} (${this.language})' returned an object instead of string.`;return a?(g.res=U,g.usedParams=this.getUsedParamsDetails(n),g):U}if(o){const U=Array.isArray(L),$=U?[]:{},B=U?y:b;for(const W in L)if(Object.prototype.hasOwnProperty.call(L,W)){const K=`${B}${o}${W}`;R&&!m?$[W]=this.translate(K,{...n,defaultValue:Gz(N)?N[W]:void 0,joinArrays:!1,ns:l}):$[W]=this.translate(K,{...n,joinArrays:!1,ns:l}),$[W]===K&&($[W]=L[W])}m=$}}else if(T&&nt(x)&&Array.isArray(m))m=m.join(x),m&&(m=this.extendTranslation(m,t,n,r));else{let U=!1,$=!1;!this.isValidLookup(m)&&R&&(U=!0,m=N),this.isValidLookup(m)||($=!0,m=s);const W=(n.missingKeyNoValueFallbackToKey||this.options.missingKeyNoValueFallbackToKey)&&$?void 0:m,K=R&&N!==m&&this.options.updateMissing;if($||U||K){if(this.logger.log(K?"updateKey":"missingKey",d,u,s,K?N:m),o){const Y=this.resolve(s,{...n,keySeparator:!1});Y&&Y.res&&this.logger.warn("Seems the loaded translations were in flat JSON format instead of nested. Either set keySeparator: false on init or make sure your translations are published in nested format.")}let G=[];const H=this.languageUtils.getFallbackCodes(this.options.fallbackLng,n.lng||this.language);if(this.options.saveMissingTo==="fallback"&&H&&H[0])for(let Y=0;Y<H.length;Y++)G.push(H[Y]);else this.options.saveMissingTo==="all"?G=this.languageUtils.toResolveHierarchy(n.lng||this.language):G.push(n.lng||this.language);const F=(Y,M,V)=>{var P;const j=R&&V!==m?V:W;this.options.missingKeyHandler?this.options.missingKeyHandler(Y,u,M,j,K,n):(P=this.backendConnector)!=null&&P.saveMissing&&this.backendConnector.saveMissing(Y,u,M,j,K,n),this.emit("missingKey",Y,u,M,m)};this.options.saveMissing&&(this.options.saveMissingPlurals&&k?G.forEach(Y=>{const M=this.pluralResolver.getSuffixes(Y,n);C&&n[`defaultValue${this.options.pluralSeparator}zero`]&&M.indexOf(`${this.options.pluralSeparator}zero`)<0&&M.push(`${this.options.pluralSeparator}zero`),M.forEach(V=>{F([Y],s+V,n[`defaultValue${V}`]||N)})}):F(G,s,N))}m=this.extendTranslation(m,t,n,g,r),$&&m===s&&this.options.appendNamespaceToMissingKey&&(m=`${u}:${s}`),($||U)&&this.options.parseMissingKeyHandler&&(m=this.options.parseMissingKeyHandler(this.options.appendNamespaceToMissingKey?`${u}:${s}`:s,U?m:void 0))}return a?(g.res=m,g.usedParams=this.getUsedParamsDetails(n),g):m}extendTranslation(t,n,r,a,o){var d,f;var s=this;if((d=this.i18nFormat)!=null&&d.parse)t=this.i18nFormat.parse(t,{...this.options.interpolation.defaultVariables,...r},r.lng||this.language||a.usedLng,a.usedNS,a.usedKey,{resolved:a});else if(!r.skipInterpolation){r.interpolation&&this.interpolator.init({...r,interpolation:{...this.options.interpolation,...r.interpolation}});const g=nt(t)&&(((f=r==null?void 0:r.interpolation)==null?void 0:f.skipOnVariables)!==void 0?r.interpolation.skipOnVariables:this.options.interpolation.skipOnVariables);let m;if(g){const y=t.match(this.interpolator.nestingRegexp);m=y&&y.length}let b=r.replace&&!nt(r.replace)?r.replace:r;if(this.options.interpolation.defaultVariables&&(b={...this.options.interpolation.defaultVariables,...b}),t=this.interpolator.interpolate(t,b,r.lng||this.language||a.usedLng,r),g){const y=t.match(this.interpolator.nestingRegexp),v=y&&y.length;m<v&&(r.nest=!1)}!r.lng&&a&&a.res&&(r.lng=this.language||a.usedLng),r.nest!==!1&&(t=this.interpolator.nest(t,function(){for(var y=arguments.length,v=new Array(y),x=0;x<y;x++)v[x]=arguments[x];return(o==null?void 0:o[0])===v[0]&&!r.context?(s.logger.warn(`It seems you are nesting recursively key: ${v[0]} in key: ${n[0]}`),null):s.translate(...v,n)},r)),r.interpolation&&this.interpolator.reset()}const l=r.postProcess||this.options.postProcess,u=nt(l)?[l]:l;return t!=null&&(u!=null&&u.length)&&r.applyPostProcessor!==!1&&(t=XH.handle(u,t,n,this.options&&this.options.postProcessPassResolved?{i18nResolved:{...a,usedParams:this.getUsedParamsDetails(r)},...r}:r,this)),t}resolve(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},r,a,o,s,l;return nt(t)&&(t=[t]),t.forEach(u=>{if(this.isValidLookup(r))return;const d=this.extractFromKey(u,n),f=d.key;a=f;let g=d.namespaces;this.options.fallbackNS&&(g=g.concat(this.options.fallbackNS));const m=n.count!==void 0&&!nt(n.count),b=m&&!n.ordinal&&n.count===0,y=n.context!==void 0&&(nt(n.context)||typeof n.context=="number")&&n.context!=="",v=n.lngs?n.lngs:this.languageUtils.toResolveHierarchy(n.lng||this.language,n.fallbackLng);g.forEach(x=>{var T,k;this.isValidLookup(r)||(l=x,!Uz[`${v[0]}-${x}`]&&((T=this.utils)!=null&&T.hasLoadedNamespace)&&!((k=this.utils)!=null&&k.hasLoadedNamespace(l))&&(Uz[`${v[0]}-${x}`]=!0,this.logger.warn(`key "${a}" for languages "${v.join(", ")}" won't get resolved as namespace "${l}" was not yet loaded`,"This means something IS WRONG in your setup. You access the t function before i18next.init / i18next.loadNamespace / i18next.changeLanguage was done. Wait for the callback or Promise to resolve before accessing it!!!")),v.forEach(R=>{var C;if(this.isValidLookup(r))return;s=R;const O=[f];if((C=this.i18nFormat)!=null&&C.addLookupKeys)this.i18nFormat.addLookupKeys(O,f,R,x,n);else{let N;m&&(N=this.pluralResolver.getSuffix(R,n.count,n));const L=`${this.options.pluralSeparator}zero`,D=`${this.options.pluralSeparator}ordinal${this.options.pluralSeparator}`;if(m&&(O.push(f+N),n.ordinal&&N.indexOf(D)===0&&O.push(f+N.replace(D,this.options.pluralSeparator)),b&&O.push(f+L)),y){const I=`${f}${this.options.contextSeparator}${n.context}`;O.push(I),m&&(O.push(I+N),n.ordinal&&N.indexOf(D)===0&&O.push(I+N.replace(D,this.options.pluralSeparator)),b&&O.push(I+L))}}let _;for(;_=O.pop();)this.isValidLookup(r)||(o=_,r=this.getResource(R,x,_,n))}))})}),{res:r,usedKey:a,exactUsedKey:o,usedLng:s,usedNS:l}}isValidLookup(t){return t!==void 0&&!(!this.options.returnNull&&t===null)&&!(!this.options.returnEmptyString&&t==="")}getResource(t,n,r){var o;let a=arguments.length>3&&arguments[3]!==void 0?arguments[3]:{};return(o=this.i18nFormat)!=null&&o.getResource?this.i18nFormat.getResource(t,n,r,a):this.resourceStore.getResource(t,n,r,a)}getUsedParamsDetails(){let t=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{};const n=["defaultValue","ordinal","context","replace","lng","lngs","fallbackLng","ns","keySeparator","nsSeparator","returnObjects","returnDetails","joinArrays","postProcess","interpolation"],r=t.replace&&!nt(t.replace);let a=r?t.replace:t;if(r&&typeof t.count<"u"&&(a.count=t.count),this.options.interpolation.defaultVariables&&(a={...this.options.interpolation.defaultVariables,...a}),!r){a={...a};for(const o of n)delete a[o]}return a}static hasDefaultValue(t){const n="defaultValue";for(const r in t)if(Object.prototype.hasOwnProperty.call(t,r)&&n===r.substring(0,n.length)&&t[r]!==void 0)return!0;return!1}}class Hz{constructor(t){this.options=t,this.supportedLngs=this.options.supportedLngs||!1,this.logger=aa.create("languageUtils")}getScriptPartFromCode(t){if(t=Up(t),!t||t.indexOf("-")<0)return null;const n=t.split("-");return n.length===2||(n.pop(),n[n.length-1].toLowerCase()==="x")?null:this.formatLanguageCode(n.join("-"))}getLanguagePartFromCode(t){if(t=Up(t),!t||t.indexOf("-")<0)return t;const n=t.split("-");return this.formatLanguageCode(n[0])}formatLanguageCode(t){if(nt(t)&&t.indexOf("-")>-1){let n;try{n=Intl.getCanonicalLocales(t)[0]}catch{}return n&&this.options.lowerCaseLng&&(n=n.toLowerCase()),n||(this.options.lowerCaseLng?t.toLowerCase():t)}return this.options.cleanCode||this.options.lowerCaseLng?t.toLowerCase():t}isSupportedCode(t){return(this.options.load==="languageOnly"||this.options.nonExplicitSupportedLngs)&&(t=this.getLanguagePartFromCode(t)),!this.supportedLngs||!this.supportedLngs.length||this.supportedLngs.indexOf(t)>-1}getBestMatchFromCodes(t){if(!t)return null;let n;return t.forEach(r=>{if(n)return;const a=this.formatLanguageCode(r);(!this.options.supportedLngs||this.isSupportedCode(a))&&(n=a)}),!n&&this.options.supportedLngs&&t.forEach(r=>{if(n)return;const a=this.getLanguagePartFromCode(r);if(this.isSupportedCode(a))return n=a;n=this.options.supportedLngs.find(o=>{if(o===a)return o;if(!(o.indexOf("-")<0&&a.indexOf("-")<0)&&(o.indexOf("-")>0&&a.indexOf("-")<0&&o.substring(0,o.indexOf("-"))===a||o.indexOf(a)===0&&a.length>1))return o})}),n||(n=this.getFallbackCodes(this.options.fallbackLng)[0]),n}getFallbackCodes(t,n){if(!t)return[];if(typeof t=="function"&&(t=t(n)),nt(t)&&(t=[t]),Array.isArray(t))return t;if(!n)return t.default||[];let r=t[n];return r||(r=t[this.getScriptPartFromCode(n)]),r||(r=t[this.formatLanguageCode(n)]),r||(r=t[this.getLanguagePartFromCode(n)]),r||(r=t.default),r||[]}toResolveHierarchy(t,n){const r=this.getFallbackCodes(n||this.options.fallbackLng||[],t),a=[],o=s=>{s&&(this.isSupportedCode(s)?a.push(s):this.logger.warn(`rejecting language code not found in supportedLngs: ${s}`))};return nt(t)&&(t.indexOf("-")>-1||t.indexOf("_")>-1)?(this.options.load!=="languageOnly"&&o(this.formatLanguageCode(t)),this.options.load!=="languageOnly"&&this.options.load!=="currentOnly"&&o(this.getScriptPartFromCode(t)),this.options.load!=="currentOnly"&&o(this.getLanguagePartFromCode(t))):nt(t)&&o(this.formatLanguageCode(t)),r.forEach(s=>{a.indexOf(s)<0&&o(this.formatLanguageCode(s))}),a}}const $z={zero:0,one:1,two:2,few:3,many:4,other:5},qz={select:e=>e===1?"one":"other",resolvedOptions:()=>({pluralCategories:["one","other"]})};class uxe{constructor(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{};this.languageUtils=t,this.options=n,this.logger=aa.create("pluralResolver"),this.pluralRulesCache={}}addRule(t,n){this.rules[t]=n}clearCache(){this.pluralRulesCache={}}getRule(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{};const r=Up(t==="dev"?"en":t),a=n.ordinal?"ordinal":"cardinal",o=JSON.stringify({cleanedCode:r,type:a});if(o in this.pluralRulesCache)return this.pluralRulesCache[o];let s;try{s=new Intl.PluralRules(r,{type:a})}catch{if(!Intl)return this.logger.error("No Intl support, please use an Intl polyfill!"),qz;if(!t.match(/-|_/))return qz;const u=this.languageUtils.getLanguagePartFromCode(t);s=this.getRule(u,n)}return this.pluralRulesCache[o]=s,s}needsPlural(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},r=this.getRule(t,n);return r||(r=this.getRule("dev",n)),(r==null?void 0:r.resolvedOptions().pluralCategories.length)>1}getPluralFormsOfKey(t,n){let r=arguments.length>2&&arguments[2]!==void 0?arguments[2]:{};return this.getSuffixes(t,r).map(a=>`${n}${a}`)}getSuffixes(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{},r=this.getRule(t,n);return r||(r=this.getRule("dev",n)),r?r.resolvedOptions().pluralCategories.sort((a,o)=>$z[a]-$z[o]).map(a=>`${this.options.prepend}${n.ordinal?`ordinal${this.options.prepend}`:""}${a}`):[]}getSuffix(t,n){let r=arguments.length>2&&arguments[2]!==void 0?arguments[2]:{};const a=this.getRule(t,r);return a?`${this.options.prepend}${r.ordinal?`ordinal${this.options.prepend}`:""}${a.select(n)}`:(this.logger.warn(`no plural rule found for: ${t}`),this.getSuffix("dev",n,r))}}const Vz=function(e,t,n){let r=arguments.length>3&&arguments[3]!==void 0?arguments[3]:".",a=arguments.length>4&&arguments[4]!==void 0?arguments[4]:!0,o=nxe(e,t,n);return!o&&a&&nt(n)&&(o=Ck(e,n,r),o===void 0&&(o=Ck(t,n,r))),o},l0=e=>e.replace(/\$/g,"$$$$");class dxe{constructor(){var n;let t=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{};this.logger=aa.create("interpolator"),this.options=t,this.format=((n=t==null?void 0:t.interpolation)==null?void 0:n.format)||(r=>r),this.init(t)}init(){let t=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{};t.interpolation||(t.interpolation={escapeValue:!0});const{escape:n,escapeValue:r,useRawValueToEscape:a,prefix:o,prefixEscaped:s,suffix:l,suffixEscaped:u,formatSeparator:d,unescapeSuffix:f,unescapePrefix:g,nestingPrefix:m,nestingPrefixEscaped:b,nestingSuffix:y,nestingSuffixEscaped:v,nestingOptionsSeparator:x,maxReplaces:T,alwaysFormat:k}=t.interpolation;this.escape=n!==void 0?n:axe,this.escapeValue=r!==void 0?r:!0,this.useRawValueToEscape=a!==void 0?a:!1,this.prefix=o?ys(o):s||"{{",this.suffix=l?ys(l):u||"}}",this.formatSeparator=d||",",this.unescapePrefix=f?"":g||"-",this.unescapeSuffix=this.unescapePrefix?"":f||"",this.nestingPrefix=m?ys(m):b||ys("$t("),this.nestingSuffix=y?ys(y):v||ys(")"),this.nestingOptionsSeparator=x||",",this.maxReplaces=T||1e3,this.alwaysFormat=k!==void 0?k:!1,this.resetRegExp()}reset(){this.options&&this.init(this.options)}resetRegExp(){const t=(n,r)=>(n==null?void 0:n.source)===r?(n.lastIndex=0,n):new RegExp(r,"g");this.regexp=t(this.regexp,`${this.prefix}(.+?)${this.suffix}`),this.regexpUnescape=t(this.regexpUnescape,`${this.prefix}${this.unescapePrefix}(.+?)${this.unescapeSuffix}${this.suffix}`),this.nestingRegexp=t(this.nestingRegexp,`${this.nestingPrefix}(.+?)${this.nestingSuffix}`)}interpolate(t,n,r,a){var b;let o,s,l;const u=this.options&&this.options.interpolation&&this.options.interpolation.defaultVariables||{},d=y=>{if(y.indexOf(this.formatSeparator)<0){const k=Vz(n,u,y,this.options.keySeparator,this.options.ignoreJSONStructure);return this.alwaysFormat?this.format(k,void 0,r,{...a,...n,interpolationkey:y}):k}const v=y.split(this.formatSeparator),x=v.shift().trim(),T=v.join(this.formatSeparator).trim();return this.format(Vz(n,u,x,this.options.keySeparator,this.options.ignoreJSONStructure),T,r,{...a,...n,interpolationkey:x})};this.resetRegExp();const f=(a==null?void 0:a.missingInterpolationHandler)||this.options.missingInterpolationHandler,g=((b=a==null?void 0:a.interpolation)==null?void 0:b.skipOnVariables)!==void 0?a.interpolation.skipOnVariables:this.options.interpolation.skipOnVariables;return[{regex:this.regexpUnescape,safeValue:y=>l0(y)},{regex:this.regexp,safeValue:y=>this.escapeValue?l0(this.escape(y)):l0(y)}].forEach(y=>{for(l=0;o=y.regex.exec(t);){const v=o[1].trim();if(s=d(v),s===void 0)if(typeof f=="function"){const T=f(t,o,a);s=nt(T)?T:""}else if(a&&Object.prototype.hasOwnProperty.call(a,v))s="";else if(g){s=o[0];continue}else this.logger.warn(`missed to pass in variable ${v} for interpolating ${t}`),s="";else!nt(s)&&!this.useRawValueToEscape&&(s=Pz(s));const x=y.safeValue(s);if(t=t.replace(o[0],x),g?(y.regex.lastIndex+=s.length,y.regex.lastIndex-=o[0].length):y.regex.lastIndex=0,l++,l>=this.maxReplaces)break}}),t}nest(t,n){let r=arguments.length>2&&arguments[2]!==void 0?arguments[2]:{},a,o,s;const l=(u,d)=>{const f=this.nestingOptionsSeparator;if(u.indexOf(f)<0)return u;const g=u.split(new RegExp(`${f}[ ]*{`));let m=`{${g[1]}`;u=g[0],m=this.interpolate(m,s);const b=m.match(/'/g),y=m.match(/"/g);(((b==null?void 0:b.length)??0)%2===0&&!y||y.length%2!==0)&&(m=m.replace(/'/g,'"'));try{s=JSON.parse(m),d&&(s={...d,...s})}catch(v){return this.logger.warn(`failed parsing options string in nesting for key ${u}`,v),`${u}${f}${m}`}return s.defaultValue&&s.defaultValue.indexOf(this.prefix)>-1&&delete s.defaultValue,u};for(;a=this.nestingRegexp.exec(t);){let u=[];s={...r},s=s.replace&&!nt(s.replace)?s.replace:s,s.applyPostProcessor=!1,delete s.defaultValue;let d=!1;if(a[0].indexOf(this.formatSeparator)!==-1&&!/{.*}/.test(a[1])){const f=a[1].split(this.formatSeparator).map(g=>g.trim());a[1]=f.shift(),u=f,d=!0}if(o=n(l.call(this,a[1].trim(),s),s),o&&a[0]===t&&!nt(o))return o;nt(o)||(o=Pz(o)),o||(this.logger.warn(`missed to resolve ${a[1]} for nesting ${t}`),o=""),d&&(o=u.reduce((f,g)=>this.format(f,g,r.lng,{...r,interpolationkey:a[1].trim()}),o.trim())),t=t.replace(a[0],o),this.regexp.lastIndex=0}return t}}const pxe=e=>{let t=e.toLowerCase().trim();const n={};if(e.indexOf("(")>-1){const r=e.split("(");t=r[0].toLowerCase().trim();const a=r[1].substring(0,r[1].length-1);t==="currency"&&a.indexOf(":")<0?n.currency||(n.currency=a.trim()):t==="relativetime"&&a.indexOf(":")<0?n.range||(n.range=a.trim()):a.split(";").forEach(s=>{if(s){const[l,...u]=s.split(":"),d=u.join(":").trim().replace(/^'+|'+$/g,""),f=l.trim();n[f]||(n[f]=d),d==="false"&&(n[f]=!1),d==="true"&&(n[f]=!0),isNaN(d)||(n[f]=parseInt(d,10))}})}return{formatName:t,formatOptions:n}},vs=e=>{const t={};return(n,r,a)=>{let o=a;a&&a.interpolationkey&&a.formatParams&&a.formatParams[a.interpolationkey]&&a[a.interpolationkey]&&(o={...o,[a.interpolationkey]:void 0});const s=r+JSON.stringify(o);let l=t[s];return l||(l=e(Up(r),a),t[s]=l),l(n)}};class fxe{constructor(){let t=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{};this.logger=aa.create("formatter"),this.options=t,this.formats={number:vs((n,r)=>{const a=new Intl.NumberFormat(n,{...r});return o=>a.format(o)}),currency:vs((n,r)=>{const a=new Intl.NumberFormat(n,{...r,style:"currency"});return o=>a.format(o)}),datetime:vs((n,r)=>{const a=new Intl.DateTimeFormat(n,{...r});return o=>a.format(o)}),relativetime:vs((n,r)=>{const a=new Intl.RelativeTimeFormat(n,{...r});return o=>a.format(o,r.range||"day")}),list:vs((n,r)=>{const a=new Intl.ListFormat(n,{...r});return o=>a.format(o)})},this.init(t)}init(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{interpolation:{}};this.formatSeparator=n.interpolation.formatSeparator||","}add(t,n){this.formats[t.toLowerCase().trim()]=n}addCached(t,n){this.formats[t.toLowerCase().trim()]=vs(n)}format(t,n,r){let a=arguments.length>3&&arguments[3]!==void 0?arguments[3]:{};const o=n.split(this.formatSeparator);if(o.length>1&&o[0].indexOf("(")>1&&o[0].indexOf(")")<0&&o.find(l=>l.indexOf(")")>-1)){const l=o.findIndex(u=>u.indexOf(")")>-1);o[0]=[o[0],...o.splice(1,l)].join(this.formatSeparator)}return o.reduce((l,u)=>{var g;const{formatName:d,formatOptions:f}=pxe(u);if(this.formats[d]){let m=l;try{const b=((g=a==null?void 0:a.formatParams)==null?void 0:g[a.interpolationkey])||{},y=b.locale||b.lng||a.locale||a.lng||r;m=this.formats[d](l,y,{...f,...a,...b})}catch(b){this.logger.warn(b)}return m}else this.logger.warn(`there was no format function for ${d}`);return l},t)}}const gxe=(e,t)=>{e.pending[t]!==void 0&&(delete e.pending[t],e.pendingCount--)};class hxe extends Gf{constructor(t,n,r){var o,s;let a=arguments.length>3&&arguments[3]!==void 0?arguments[3]:{};super(),this.backend=t,this.store=n,this.services=r,this.languageUtils=r.languageUtils,this.options=a,this.logger=aa.create("backendConnector"),this.waitingReads=[],this.maxParallelReads=a.maxParallelReads||10,this.readingCalls=0,this.maxRetries=a.maxRetries>=0?a.maxRetries:5,this.retryTimeout=a.retryTimeout>=1?a.retryTimeout:350,this.state={},this.queue=[],(s=(o=this.backend)==null?void 0:o.init)==null||s.call(o,r,a.backend,a)}queueLoad(t,n,r,a){const o={},s={},l={},u={};return t.forEach(d=>{let f=!0;n.forEach(g=>{const m=`${d}|${g}`;!r.reload&&this.store.hasResourceBundle(d,g)?this.state[m]=2:this.state[m]<0||(this.state[m]===1?s[m]===void 0&&(s[m]=!0):(this.state[m]=1,f=!1,s[m]===void 0&&(s[m]=!0),o[m]===void 0&&(o[m]=!0),u[g]===void 0&&(u[g]=!0)))}),f||(l[d]=!0)}),(Object.keys(o).length||Object.keys(s).length)&&this.queue.push({pending:s,pendingCount:Object.keys(s).length,loaded:{},errors:[],callback:a}),{toLoad:Object.keys(o),pending:Object.keys(s),toLoadLanguages:Object.keys(l),toLoadNamespaces:Object.keys(u)}}loaded(t,n,r){const a=t.split("|"),o=a[0],s=a[1];n&&this.emit("failedLoading",o,s,n),!n&&r&&this.store.addResourceBundle(o,s,r,void 0,void 0,{skipCopy:!0}),this.state[t]=n?-1:2,n&&r&&(this.state[t]=0);const l={};this.queue.forEach(u=>{txe(u.loaded,[o],s),gxe(u,t),n&&u.errors.push(n),u.pendingCount===0&&!u.done&&(Object.keys(u.loaded).forEach(d=>{l[d]||(l[d]={});const f=u.loaded[d];f.length&&f.forEach(g=>{l[d][g]===void 0&&(l[d][g]=!0)})}),u.done=!0,u.errors.length?u.callback(u.errors):u.callback())}),this.emit("loaded",l),this.queue=this.queue.filter(u=>!u.done)}read(t,n,r){let a=arguments.length>3&&arguments[3]!==void 0?arguments[3]:0,o=arguments.length>4&&arguments[4]!==void 0?arguments[4]:this.retryTimeout,s=arguments.length>5?arguments[5]:void 0;if(!t.length)return s(null,{});if(this.readingCalls>=this.maxParallelReads){this.waitingReads.push({lng:t,ns:n,fcName:r,tried:a,wait:o,callback:s});return}this.readingCalls++;const l=(d,f)=>{if(this.readingCalls--,this.waitingReads.length>0){const g=this.waitingReads.shift();this.read(g.lng,g.ns,g.fcName,g.tried,g.wait,g.callback)}if(d&&f&&a<this.maxRetries){setTimeout(()=>{this.read.call(this,t,n,r,a+1,o*2,s)},o);return}s(d,f)},u=this.backend[r].bind(this.backend);if(u.length===2){try{const d=u(t,n);d&&typeof d.then=="function"?d.then(f=>l(null,f)).catch(l):l(null,d)}catch(d){l(d)}return}return u(t,n,l)}prepareLoading(t,n){let r=arguments.length>2&&arguments[2]!==void 0?arguments[2]:{},a=arguments.length>3?arguments[3]:void 0;if(!this.backend)return this.logger.warn("No backend was added via i18next.use. 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You access the t function before i18next.init / i18next.loadNamespace / i18next.changeLanguage was done. Wait for the callback or Promise to resolve before accessing it!!!");return}if(!(r==null||r==="")){if((m=this.backend)!=null&&m.create){const b={...s,isUpdate:o},y=this.backend.create.bind(this.backend);if(y.length<6)try{let v;y.length===5?v=y(t,n,r,a,b):v=y(t,n,r,a),v&&typeof v.then=="function"?v.then(x=>l(null,x)).catch(l):l(null,v)}catch(v){l(v)}else y(t,n,r,a,l,b)}!t||!t[0]||this.store.addResource(t[0],n,r,a)}}}const Wz=()=>({debug:!1,initAsync:!0,ns:["translation"],defaultNS:["translation"],fallbackLng:["dev"],fallbackNS:!1,supportedLngs:!1,nonExplicitSupportedLngs:!1,load:"all",preload:!1,simplifyPluralSuffix:!0,keySeparator:".",nsSeparator:":",pluralSeparator:"_",contextSeparator:"_",partialBundledLanguages:!1,saveMissing:!1,updateMissing:!1,saveMissingTo:"fallback",saveMissingPlurals:!0,missingKeyHandler:!1,missingInterpolationHandler:!1,postProcess:!1,postProcessPassResolved:!1,returnNull:!1,returnEmptyString:!0,returnObjects:!1,joinArrays:!1,returnedObjectHandler:!1,parseMissingKeyHandler:!1,appendNamespaceToMissingKey:!1,appendNamespaceToCIMode:!1,overloadTranslationOptionHandler:e=>{let t={};if(typeof e[1]=="object"&&(t=e[1]),nt(e[1])&&(t.defaultValue=e[1]),nt(e[2])&&(t.tDescription=e[2]),typeof e[2]=="object"||typeof e[3]=="object"){const n=e[3]||e[2];Object.keys(n).forEach(r=>{t[r]=n[r]})}return t},interpolation:{escapeValue:!0,format:e=>e,prefix:"{{",suffix:"}}",formatSeparator:",",unescapePrefix:"-",nestingPrefix:"$t(",nestingSuffix:")",nestingOptionsSeparator:",",maxReplaces:1e3,skipOnVariables:!0}}),Yz=e=>{var t,n;return nt(e.ns)&&(e.ns=[e.ns]),nt(e.fallbackLng)&&(e.fallbackLng=[e.fallbackLng]),nt(e.fallbackNS)&&(e.fallbackNS=[e.fallbackNS]),((n=(t=e.supportedLngs)==null?void 0:t.indexOf)==null?void 0:n.call(t,"cimode"))<0&&(e.supportedLngs=e.supportedLngs.concat(["cimode"])),typeof e.initImmediate=="boolean"&&(e.initAsync=e.initImmediate),e},Wd=()=>{},mxe=e=>{Object.getOwnPropertyNames(Object.getPrototypeOf(e)).forEach(n=>{typeof e[n]=="function"&&(e[n]=e[n].bind(e))})};class Uc extends Gf{constructor(){let t=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{},n=arguments.length>1?arguments[1]:void 0;if(super(),this.options=Yz(t),this.services={},this.logger=aa,this.modules={external:[]},mxe(this),n&&!this.isInitialized&&!t.isClone){if(!this.options.initAsync)return this.init(t,n),this;setTimeout(()=>{this.init(t,n)},0)}}init(){var t=this;let n=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{},r=arguments.length>1?arguments[1]:void 0;this.isInitializing=!0,typeof n=="function"&&(r=n,n={}),n.defaultNS==null&&n.ns&&(nt(n.ns)?n.defaultNS=n.ns:n.ns.indexOf("translation")<0&&(n.defaultNS=n.ns[0]));const a=Wz();this.options={...a,...this.options,...Yz(n)},this.options.interpolation={...a.interpolation,...this.options.interpolation},n.keySeparator!==void 0&&(this.options.userDefinedKeySeparator=n.keySeparator),n.nsSeparator!==void 0&&(this.options.userDefinedNsSeparator=n.nsSeparator);const o=f=>f?typeof f=="function"?new f:f:null;if(!this.options.isClone){this.modules.logger?aa.init(o(this.modules.logger),this.options):aa.init(null,this.options);let f;this.modules.formatter?f=this.modules.formatter:f=fxe;const g=new Hz(this.options);this.store=new jz(this.options.resources,this.options);const m=this.services;m.logger=aa,m.resourceStore=this.store,m.languageUtils=g,m.pluralResolver=new uxe(g,{prepend:this.options.pluralSeparator,simplifyPluralSuffix:this.options.simplifyPluralSuffix}),f&&(!this.options.interpolation.format||this.options.interpolation.format===a.interpolation.format)&&(m.formatter=o(f),m.formatter.init(m,this.options),this.options.interpolation.format=m.formatter.format.bind(m.formatter)),m.interpolator=new dxe(this.options),m.utils={hasLoadedNamespace:this.hasLoadedNamespace.bind(this)},m.backendConnector=new hxe(o(this.modules.backend),m.resourceStore,m,this.options),m.backendConnector.on("*",function(b){for(var y=arguments.length,v=new Array(y>1?y-1:0),x=1;x<y;x++)v[x-1]=arguments[x];t.emit(b,...v)}),this.modules.languageDetector&&(m.languageDetector=o(this.modules.languageDetector),m.languageDetector.init&&m.languageDetector.init(m,this.options.detection,this.options)),this.modules.i18nFormat&&(m.i18nFormat=o(this.modules.i18nFormat),m.i18nFormat.init&&m.i18nFormat.init(this)),this.translator=new Hp(this.services,this.options),this.translator.on("*",function(b){for(var y=arguments.length,v=new Array(y>1?y-1:0),x=1;x<y;x++)v[x-1]=arguments[x];t.emit(b,...v)}),this.modules.external.forEach(b=>{b.init&&b.init(this)})}if(this.format=this.options.interpolation.format,r||(r=Wd),this.options.fallbackLng&&!this.services.languageDetector&&!this.options.lng){const f=this.services.languageUtils.getFallbackCodes(this.options.fallbackLng);f.length>0&&f[0]!=="dev"&&(this.options.lng=f[0])}!this.services.languageDetector&&!this.options.lng&&this.logger.warn("init: no languageDetector is used and no lng is defined"),["getResource","hasResourceBundle","getResourceBundle","getDataByLanguage"].forEach(f=>{this[f]=function(){return t.store[f](...arguments)}}),["addResource","addResources","addResourceBundle","removeResourceBundle"].forEach(f=>{this[f]=function(){return t.store[f](...arguments),t}});const u=mc(),d=()=>{const f=(g,m)=>{this.isInitializing=!1,this.isInitialized&&!this.initializedStoreOnce&&this.logger.warn("init: i18next is already initialized. You should call init just once!"),this.isInitialized=!0,this.options.isClone||this.logger.log("initialized",this.options),this.emit("initialized",this.options),u.resolve(m),r(g,m)};if(this.languages&&!this.isInitialized)return f(null,this.t.bind(this));this.changeLanguage(this.options.lng,f)};return this.options.resources||!this.options.initAsync?d():setTimeout(d,0),u}loadResources(t){var o,s;let r=arguments.length>1&&arguments[1]!==void 0?arguments[1]:Wd;const a=nt(t)?t:this.language;if(typeof t=="function"&&(r=t),!this.options.resources||this.options.partialBundledLanguages){if((a==null?void 0:a.toLowerCase())==="cimode"&&(!this.options.preload||this.options.preload.length===0))return r();const l=[],u=d=>{if(!d||d==="cimode")return;this.services.languageUtils.toResolveHierarchy(d).forEach(g=>{g!=="cimode"&&l.indexOf(g)<0&&l.push(g)})};a?u(a):this.services.languageUtils.getFallbackCodes(this.options.fallbackLng).forEach(f=>u(f)),(s=(o=this.options.preload)==null?void 0:o.forEach)==null||s.call(o,d=>u(d)),this.services.backendConnector.load(l,this.options.ns,d=>{!d&&!this.resolvedLanguage&&this.language&&this.setResolvedLanguage(this.language),r(d)})}else r(null)}reloadResources(t,n,r){const a=mc();return typeof t=="function"&&(r=t,t=void 0),typeof n=="function"&&(r=n,n=void 0),t||(t=this.languages),n||(n=this.options.ns),r||(r=Wd),this.services.backendConnector.reload(t,n,o=>{a.resolve(),r(o)}),a}use(t){if(!t)throw new Error("You are passing an undefined module! Please check the object you are passing to i18next.use()");if(!t.type)throw new Error("You are passing a wrong module! Please check the object you are passing to i18next.use()");return t.type==="backend"&&(this.modules.backend=t),(t.type==="logger"||t.log&&t.warn&&t.error)&&(this.modules.logger=t),t.type==="languageDetector"&&(this.modules.languageDetector=t),t.type==="i18nFormat"&&(this.modules.i18nFormat=t),t.type==="postProcessor"&&XH.addPostProcessor(t),t.type==="formatter"&&(this.modules.formatter=t),t.type==="3rdParty"&&this.modules.external.push(t),this}setResolvedLanguage(t){if(!(!t||!this.languages)&&!(["cimode","dev"].indexOf(t)>-1))for(let n=0;n<this.languages.length;n++){const r=this.languages[n];if(!(["cimode","dev"].indexOf(r)>-1)&&this.store.hasLanguageSomeTranslations(r)){this.resolvedLanguage=r;break}}}changeLanguage(t,n){var r=this;this.isLanguageChangingTo=t;const a=mc();this.emit("languageChanging",t);const o=u=>{this.language=u,this.languages=this.services.languageUtils.toResolveHierarchy(u),this.resolvedLanguage=void 0,this.setResolvedLanguage(u)},s=(u,d)=>{d?(o(d),this.translator.changeLanguage(d),this.isLanguageChangingTo=void 0,this.emit("languageChanged",d),this.logger.log("languageChanged",d)):this.isLanguageChangingTo=void 0,a.resolve(function(){return r.t(...arguments)}),n&&n(u,function(){return r.t(...arguments)})},l=u=>{var f,g;!t&&!u&&this.services.languageDetector&&(u=[]);const d=nt(u)?u:this.services.languageUtils.getBestMatchFromCodes(u);d&&(this.language||o(d),this.translator.language||this.translator.changeLanguage(d),(g=(f=this.services.languageDetector)==null?void 0:f.cacheUserLanguage)==null||g.call(f,d)),this.loadResources(d,m=>{s(m,d)})};return!t&&this.services.languageDetector&&!this.services.languageDetector.async?l(this.services.languageDetector.detect()):!t&&this.services.languageDetector&&this.services.languageDetector.async?this.services.languageDetector.detect.length===0?this.services.languageDetector.detect().then(l):this.services.languageDetector.detect(l):l(t),a}getFixedT(t,n,r){var a=this;const o=function(s,l){let u;if(typeof l!="object"){for(var d=arguments.length,f=new Array(d>2?d-2:0),g=2;g<d;g++)f[g-2]=arguments[g];u=a.options.overloadTranslationOptionHandler([s,l].concat(f))}else u={...l};u.lng=u.lng||o.lng,u.lngs=u.lngs||o.lngs,u.ns=u.ns||o.ns,u.keyPrefix!==""&&(u.keyPrefix=u.keyPrefix||r||o.keyPrefix);const m=a.options.keySeparator||".";let b;return u.keyPrefix&&Array.isArray(s)?b=s.map(y=>`${u.keyPrefix}${m}${y}`):b=u.keyPrefix?`${u.keyPrefix}${m}${s}`:s,a.t(b,u)};return nt(t)?o.lng=t:o.lngs=t,o.ns=n,o.keyPrefix=r,o}t(){var a;for(var t=arguments.length,n=new Array(t),r=0;r<t;r++)n[r]=arguments[r];return(a=this.translator)==null?void 0:a.translate(...n)}exists(){var a;for(var t=arguments.length,n=new Array(t),r=0;r<t;r++)n[r]=arguments[r];return(a=this.translator)==null?void 0:a.exists(...n)}setDefaultNamespace(t){this.options.defaultNS=t}hasLoadedNamespace(t){let n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:{};if(!this.isInitialized)return this.logger.warn("hasLoadedNamespace: i18next was not initialized",this.languages),!1;if(!this.languages||!this.languages.length)return this.logger.warn("hasLoadedNamespace: i18n.languages were undefined or empty",this.languages),!1;const r=n.lng||this.resolvedLanguage||this.languages[0],a=this.options?this.options.fallbackLng:!1,o=this.languages[this.languages.length-1];if(r.toLowerCase()==="cimode")return!0;const s=(l,u)=>{const d=this.services.backendConnector.state[`${l}|${u}`];return d===-1||d===0||d===2};if(n.precheck){const l=n.precheck(this,s);if(l!==void 0)return l}return!!(this.hasResourceBundle(r,t)||!this.services.backendConnector.backend||this.options.resources&&!this.options.partialBundledLanguages||s(r,t)&&(!a||s(o,t)))}loadNamespaces(t,n){const r=mc();return this.options.ns?(nt(t)&&(t=[t]),t.forEach(a=>{this.options.ns.indexOf(a)<0&&this.options.ns.push(a)}),this.loadResources(a=>{r.resolve(),n&&n(a)}),r):(n&&n(),Promise.resolve())}loadLanguages(t,n){const r=mc();nt(t)&&(t=[t]);const a=this.options.preload||[],o=t.filter(s=>a.indexOf(s)<0&&this.services.languageUtils.isSupportedCode(s));return o.length?(this.options.preload=a.concat(o),this.loadResources(s=>{r.resolve(),n&&n(s)}),r):(n&&n(),Promise.resolve())}dir(t){var a,o;if(t||(t=this.resolvedLanguage||(((a=this.languages)==null?void 0:a.length)>0?this.languages[0]:this.language)),!t)return"rtl";const n=["ar","shu","sqr","ssh","xaa","yhd","yud","aao","abh","abv","acm","acq","acw","acx","acy","adf","ads","aeb","aec","afb","ajp","apc","apd","arb","arq","ars","ary","arz","auz","avl","ayh","ayl","ayn","ayp","bbz","pga","he","iw","ps","pbt","pbu","pst","prp","prd","ug","ur","ydd","yds","yih","ji","yi","hbo","men","xmn","fa","jpr","peo","pes","prs","dv","sam","ckb"],r=((o=this.services)==null?void 0:o.languageUtils)||new Hz(Wz());return n.indexOf(r.getLanguagePartFromCode(t))>-1||t.toLowerCase().indexOf("-arab")>1?"rtl":"ltr"}static createInstance(){let t=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{},n=arguments.length>1?arguments[1]:void 0;return new Uc(t,n)}cloneInstance(){let t=arguments.length>0&&arguments[0]!==void 0?arguments[0]:{},n=arguments.length>1&&arguments[1]!==void 0?arguments[1]:Wd;const r=t.forkResourceStore;r&&delete t.forkResourceStore;const a={...this.options,...t,isClone:!0},o=new Uc(a);if((t.debug!==void 0||t.prefix!==void 0)&&(o.logger=o.logger.clone(t)),["store","services","language"].forEach(l=>{o[l]=this[l]}),o.services={...this.services},o.services.utils={hasLoadedNamespace:o.hasLoadedNamespace.bind(o)},r){const l=Object.keys(this.store.data).reduce((u,d)=>(u[d]={...this.store.data[d]},Object.keys(u[d]).reduce((f,g)=>(f[g]={...u[d][g]},f),{})),{});o.store=new jz(l,a),o.services.resourceStore=o.store}return o.translator=new Hp(o.services,a),o.translator.on("*",function(l){for(var u=arguments.length,d=new Array(u>1?u-1:0),f=1;f<u;f++)d[f-1]=arguments[f];o.emit(l,...d)}),o.init(a,n),o.translator.options=a,o.translator.backendConnector.services.utils={hasLoadedNamespace:o.hasLoadedNamespace.bind(o)},o}toJSON(){return{options:this.options,store:this.store,language:this.language,languages:this.languages,resolvedLanguage:this.resolvedLanguage}}}const rn=Uc.createInstance();rn.createInstance=Uc.createInstance;rn.createInstance;rn.dir;rn.init;rn.loadResources;rn.reloadResources;rn.use;rn.changeLanguage;rn.getFixedT;rn.t;rn.exists;rn.setDefaultNamespace;rn.hasLoadedNamespace;rn.loadNamespaces;rn.loadLanguages;const bxe=Object.freeze(Object.defineProperty({__proto__:null,default:rn},Symbol.toStringTag,{value:"Module"})),yxe={language:"Language",theme:"Theme",light:"Light",dark:"Dark",system:"System"},vxe={documents:"Documents",knowledgeGraph:"Knowledge Graph",retrieval:"Retrieval",api:"API",projectRepository:"Project Repository",logout:"Logout",themeToggle:{switchToLight:"Switch to light theme",switchToDark:"Switch to dark theme"}},Sxe={description:"Please enter your account and password to log in to the system",username:"Username",usernamePlaceholder:"Please input a username",password:"Password",passwordPlaceholder:"Please input a password",loginButton:"Login",loggingIn:"Logging in...",successMessage:"Login succeeded",errorEmptyFields:"Please enter your username and password",errorInvalidCredentials:"Login failed, please check username and password",authDisabled:"Authentication is disabled. Using login free mode.",guestMode:"Login Free"},wxe={cancel:"Cancel",save:"Save"},Exe={clearDocuments:{button:"Clear",tooltip:"Clear documents",title:"Clear Documents",description:"This will remove all documents from the system",warning:"WARNING: This action will permanently delete all documents and cannot be undone!",confirm:"Do you really want to clear all documents?",confirmPrompt:"Type 'yes' to confirm this action",confirmPlaceholder:"Type yes to confirm",clearCache:"Clear LLM cache",confirmButton:"YES",success:"Documents cleared successfully",cacheCleared:"Cache cleared successfully",cacheClearFailed:`Failed to clear cache:
 {{error}}`,failed:`Clear Documents Failed:
 {{message}}`,error:`Clear Documents Failed:
 {{error}}`},uploadDocuments:{button:"Upload",tooltip:"Upload documents",title:"Upload Documents",description:"Drag and drop your documents here or click to browse.",single:{uploading:"Uploading {{name}}: {{percent}}%",success:`Upload Success:
@@ -1272,7 +1277,7 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
 {{error}}`,scanFailed:`Failed to scan documents
 {{error}}`,scanProgressFailed:`Failed to get scan progress
 {{error}}`},fileNameLabel:"File Name",showButton:"Show",hideButton:"Hide",showFileNameTooltip:"Show file name",hideFileNameTooltip:"Hide file name"},pipelineStatus:{title:"Pipeline Status",busy:"Pipeline Busy",requestPending:"Request Pending",jobName:"Job Name",startTime:"Start Time",progress:"Progress",unit:"batch",latestMessage:"Latest Message",historyMessages:"History Messages",errors:{fetchFailed:`Failed to get pipeline status
-{{error}}`}}},dxe={dataIsTruncated:"Graph data is truncated to Max Nodes",statusDialog:{title:"LightRAG Server Settings",description:"View current system status and connection information"},legend:"Legend",nodeTypes:{person:"Person",category:"Category",geo:"Geographic",location:"Location",organization:"Organization",event:"Event",equipment:"Equipment",weapon:"Weapon",animal:"Animal",unknown:"Unknown",object:"Object",technology:"Technology"},sideBar:{settings:{settings:"Settings",healthCheck:"Health Check",showPropertyPanel:"Show Property Panel",showSearchBar:"Show Search Bar",showNodeLabel:"Show Node Label",nodeDraggable:"Node Draggable",showEdgeLabel:"Show Edge Label",hideUnselectedEdges:"Hide Unselected Edges",edgeEvents:"Edge Events",maxQueryDepth:"Max Query Depth",maxNodes:"Max Nodes",maxLayoutIterations:"Max Layout Iterations",resetToDefault:"Reset to default",edgeSizeRange:"Edge Size Range",depth:"D",max:"Max",degree:"Degree",apiKey:"API Key",enterYourAPIkey:"Enter your API key",save:"Save",refreshLayout:"Refresh Layout"},zoomControl:{zoomIn:"Zoom In",zoomOut:"Zoom Out",resetZoom:"Reset Zoom",rotateCamera:"Clockwise Rotate",rotateCameraCounterClockwise:"Counter-Clockwise Rotate"},layoutsControl:{startAnimation:"Continue layout animation",stopAnimation:"Stop layout animation",layoutGraph:"Layout Graph",layouts:{Circular:"Circular",Circlepack:"Circlepack",Random:"Random",Noverlaps:"Noverlaps","Force Directed":"Force Directed","Force Atlas":"Force Atlas"}},fullScreenControl:{fullScreen:"Full Screen",windowed:"Windowed"},legendControl:{toggleLegend:"Toggle Legend"}},statusIndicator:{connected:"Connected",disconnected:"Disconnected"},statusCard:{unavailable:"Status information unavailable",storageInfo:"Storage Info",workingDirectory:"Working Directory",inputDirectory:"Input Directory",llmConfig:"LLM Configuration",llmBinding:"LLM Binding",llmBindingHost:"LLM Binding Host",llmModel:"LLM Model",maxTokens:"Max Tokens",embeddingConfig:"Embedding Configuration",embeddingBinding:"Embedding Binding",embeddingBindingHost:"Embedding Binding Host",embeddingModel:"Embedding Model",storageConfig:"Storage Configuration",kvStorage:"KV Storage",docStatusStorage:"Doc Status Storage",graphStorage:"Graph Storage",vectorStorage:"Vector Storage"},propertiesView:{node:{title:"Node",id:"ID",labels:"Labels",degree:"Degree",properties:"Properties",relationships:"Relations(within subgraph)",expandNode:"Expand Node",pruneNode:"Prune Node",deleteAllNodesError:"Refuse to delete all nodes in the graph",nodesRemoved:"{{count}} nodes removed, including orphan nodes",noNewNodes:"No expandable nodes found",propertyNames:{description:"Description",entity_id:"Name",entity_type:"Type",source_id:"SrcID",Neighbour:"Neigh",file_path:"Source"}},edge:{title:"Relationship",id:"ID",type:"Type",source:"Source",target:"Target",properties:"Properties"}},search:{placeholder:"Search nodes...",message:"And {count} others"},graphLabels:{selectTooltip:"Select query label",noLabels:"No labels found",label:"Label",placeholder:"Search labels...",andOthers:"And {count} others",refreshTooltip:"Reload graph data"},emptyGraph:"Graph Is Empty"},pxe={chatMessage:{copyTooltip:"Copy to clipboard",copyError:"Failed to copy text to clipboard"},retrieval:{startPrompt:"Start a retrieval by typing your query below",clear:"Clear",send:"Send",placeholder:"Type your query...",error:"Error: Failed to get response"},querySettings:{parametersTitle:"Parameters",parametersDescription:"Configure your query parameters",queryMode:"Query Mode",queryModeTooltip:`Select the retrieval strategy:
+{{error}}`}}},xxe={dataIsTruncated:"Graph data is truncated to Max Nodes",statusDialog:{title:"LightRAG Server Settings",description:"View current system status and connection information"},legend:"Legend",nodeTypes:{person:"Person",category:"Category",geo:"Geographic",location:"Location",organization:"Organization",event:"Event",equipment:"Equipment",weapon:"Weapon",animal:"Animal",unknown:"Unknown",object:"Object",technology:"Technology"},sideBar:{settings:{settings:"Settings",healthCheck:"Health Check",showPropertyPanel:"Show Property Panel",showSearchBar:"Show Search Bar",showNodeLabel:"Show Node Label",nodeDraggable:"Node Draggable",showEdgeLabel:"Show Edge Label",hideUnselectedEdges:"Hide Unselected Edges",edgeEvents:"Edge Events",maxQueryDepth:"Max Query Depth",maxNodes:"Max Nodes",maxLayoutIterations:"Max Layout Iterations",resetToDefault:"Reset to default",edgeSizeRange:"Edge Size Range",depth:"D",max:"Max",degree:"Degree",apiKey:"API Key",enterYourAPIkey:"Enter your API key",save:"Save",refreshLayout:"Refresh Layout"},zoomControl:{zoomIn:"Zoom In",zoomOut:"Zoom Out",resetZoom:"Reset Zoom",rotateCamera:"Clockwise Rotate",rotateCameraCounterClockwise:"Counter-Clockwise Rotate"},layoutsControl:{startAnimation:"Continue layout animation",stopAnimation:"Stop layout animation",layoutGraph:"Layout Graph",layouts:{Circular:"Circular",Circlepack:"Circlepack",Random:"Random",Noverlaps:"Noverlaps","Force Directed":"Force Directed","Force Atlas":"Force Atlas"}},fullScreenControl:{fullScreen:"Full Screen",windowed:"Windowed"},legendControl:{toggleLegend:"Toggle Legend"}},statusIndicator:{connected:"Connected",disconnected:"Disconnected"},statusCard:{unavailable:"Status information unavailable",storageInfo:"Storage Info",workingDirectory:"Working Directory",inputDirectory:"Input Directory",llmConfig:"LLM Configuration",llmBinding:"LLM Binding",llmBindingHost:"LLM Binding Host",llmModel:"LLM Model",maxTokens:"Max Tokens",embeddingConfig:"Embedding Configuration",embeddingBinding:"Embedding Binding",embeddingBindingHost:"Embedding Binding Host",embeddingModel:"Embedding Model",storageConfig:"Storage Configuration",kvStorage:"KV Storage",docStatusStorage:"Doc Status Storage",graphStorage:"Graph Storage",vectorStorage:"Vector Storage"},propertiesView:{editProperty:"Edit {{property}}",editPropertyDescription:"Edit the property value in the text area below.",errors:{duplicateName:"Node name already exists",updateFailed:"Failed to update node",tryAgainLater:"Please try again later"},success:{entityUpdated:"Node updated successfully",relationUpdated:"Relation updated successfully"},node:{title:"Node",id:"ID",labels:"Labels",degree:"Degree",properties:"Properties",relationships:"Relations(within subgraph)",expandNode:"Expand Node",pruneNode:"Prune Node",deleteAllNodesError:"Refuse to delete all nodes in the graph",nodesRemoved:"{{count}} nodes removed, including orphan nodes",noNewNodes:"No expandable nodes found",propertyNames:{description:"Description",entity_id:"Name",entity_type:"Type",source_id:"SrcID",Neighbour:"Neigh",file_path:"Source"}},edge:{title:"Relationship",id:"ID",type:"Type",source:"Source",target:"Target",properties:"Properties"}},search:{placeholder:"Search nodes...",message:"And {count} others"},graphLabels:{selectTooltip:"Select query label",noLabels:"No labels found",label:"Label",placeholder:"Search labels...",andOthers:"And {count} others",refreshTooltip:"Reload graph data"},emptyGraph:"Graph Is Empty"},kxe={chatMessage:{copyTooltip:"Copy to clipboard",copyError:"Failed to copy text to clipboard"},retrieval:{startPrompt:"Start a retrieval by typing your query below",clear:"Clear",send:"Send",placeholder:"Type your query...",error:"Error: Failed to get response"},querySettings:{parametersTitle:"Parameters",parametersDescription:"Configure your query parameters",queryMode:"Query Mode",queryModeTooltip:`Select the retrieval strategy:
 • Naive: Basic search without advanced techniques
 • Local: Context-dependent information retrieval
 • Global: Utilizes global knowledge base
@@ -1281,7 +1286,7 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
 • Bypass: Passes query directly to LLM without retrieval`,queryModeOptions:{naive:"Naive",local:"Local",global:"Global",hybrid:"Hybrid",mix:"Mix",bypass:"Bypass"},responseFormat:"Response Format",responseFormatTooltip:`Defines the response format. Examples:
 • Multiple Paragraphs
 • Single Paragraph
-• Bullet Points`,responseFormatOptions:{multipleParagraphs:"Multiple Paragraphs",singleParagraph:"Single Paragraph",bulletPoints:"Bullet Points"},topK:"Top K Results",topKTooltip:"Number of top items to retrieve. Represents entities in 'local' mode and relationships in 'global' mode",topKPlaceholder:"Number of results",maxTokensTextUnit:"Max Tokens for Text Unit",maxTokensTextUnitTooltip:"Maximum number of tokens allowed for each retrieved text chunk",maxTokensGlobalContext:"Max Tokens for Global Context",maxTokensGlobalContextTooltip:"Maximum number of tokens allocated for relationship descriptions in global retrieval",maxTokensLocalContext:"Max Tokens for Local Context",maxTokensLocalContextTooltip:"Maximum number of tokens allocated for entity descriptions in local retrieval",historyTurns:"History Turns",historyTurnsTooltip:"Number of complete conversation turns (user-assistant pairs) to consider in the response context",historyTurnsPlaceholder:"Number of history turns",hlKeywords:"High-Level Keywords",hlKeywordsTooltip:"List of high-level keywords to prioritize in retrieval. Separate with commas",hlkeywordsPlaceHolder:"Enter keywords",llKeywords:"Low-Level Keywords",llKeywordsTooltip:"List of low-level keywords to refine retrieval focus. Separate with commas",onlyNeedContext:"Only Need Context",onlyNeedContextTooltip:"If True, only returns the retrieved context without generating a response",onlyNeedPrompt:"Only Need Prompt",onlyNeedPromptTooltip:"If True, only returns the generated prompt without producing a response",streamResponse:"Stream Response",streamResponseTooltip:"If True, enables streaming output for real-time responses"}},fxe={loading:"Loading API Documentation..."},gxe={title:"API Key is required",description:"Please enter your API key to access the service",placeholder:"Enter your API key",save:"Save"},hxe={settings:ixe,header:sxe,login:lxe,common:cxe,documentPanel:uxe,graphPanel:dxe,retrievePanel:pxe,apiSite:fxe,apiKeyAlert:gxe},mxe={language:"语言",theme:"主题",light:"浅色",dark:"深色",system:"系统"},bxe={documents:"文档",knowledgeGraph:"知识图谱",retrieval:"检索",api:"API",projectRepository:"项目仓库",logout:"退出登录",themeToggle:{switchToLight:"切换到浅色主题",switchToDark:"切换到深色主题"}},yxe={description:"请输入您的账号和密码登录系统",username:"用户名",usernamePlaceholder:"请输入用户名",password:"密码",passwordPlaceholder:"请输入密码",loginButton:"登录",loggingIn:"登录中...",successMessage:"登录成功",errorEmptyFields:"请输入您的用户名和密码",errorInvalidCredentials:"登录失败，请检查用户名和密码",authDisabled:"认证已禁用，使用无需登陆模式。",guestMode:"无需登陆"},vxe={cancel:"取消"},Sxe={clearDocuments:{button:"清空",tooltip:"清空文档",title:"清空文档",description:"此操作将从系统中移除所有文档",warning:"警告：此操作将永久删除所有文档，无法恢复！",confirm:"确定要清空所有文档吗？",confirmPrompt:"请输入 yes 确认操作",confirmPlaceholder:"输入 yes 确认",clearCache:"清空LLM缓存",confirmButton:"确定",success:"文档清空成功",cacheCleared:"缓存清空成功",cacheClearFailed:`清空缓存失败：
+• Bullet Points`,responseFormatOptions:{multipleParagraphs:"Multiple Paragraphs",singleParagraph:"Single Paragraph",bulletPoints:"Bullet Points"},topK:"Top K Results",topKTooltip:"Number of top items to retrieve. Represents entities in 'local' mode and relationships in 'global' mode",topKPlaceholder:"Number of results",maxTokensTextUnit:"Max Tokens for Text Unit",maxTokensTextUnitTooltip:"Maximum number of tokens allowed for each retrieved text chunk",maxTokensGlobalContext:"Max Tokens for Global Context",maxTokensGlobalContextTooltip:"Maximum number of tokens allocated for relationship descriptions in global retrieval",maxTokensLocalContext:"Max Tokens for Local Context",maxTokensLocalContextTooltip:"Maximum number of tokens allocated for entity descriptions in local retrieval",historyTurns:"History Turns",historyTurnsTooltip:"Number of complete conversation turns (user-assistant pairs) to consider in the response context",historyTurnsPlaceholder:"Number of history turns",hlKeywords:"High-Level Keywords",hlKeywordsTooltip:"List of high-level keywords to prioritize in retrieval. Separate with commas",hlkeywordsPlaceHolder:"Enter keywords",llKeywords:"Low-Level Keywords",llKeywordsTooltip:"List of low-level keywords to refine retrieval focus. Separate with commas",onlyNeedContext:"Only Need Context",onlyNeedContextTooltip:"If True, only returns the retrieved context without generating a response",onlyNeedPrompt:"Only Need Prompt",onlyNeedPromptTooltip:"If True, only returns the generated prompt without producing a response",streamResponse:"Stream Response",streamResponseTooltip:"If True, enables streaming output for real-time responses"}},Txe={loading:"Loading API Documentation..."},Axe={title:"API Key is required",description:"Please enter your API key to access the service",placeholder:"Enter your API key",save:"Save"},Rxe={settings:yxe,header:vxe,login:Sxe,common:wxe,documentPanel:Exe,graphPanel:xxe,retrievePanel:kxe,apiSite:Txe,apiKeyAlert:Axe},Cxe={language:"语言",theme:"主题",light:"浅色",dark:"深色",system:"系统"},_xe={documents:"文档",knowledgeGraph:"知识图谱",retrieval:"检索",api:"API",projectRepository:"项目仓库",logout:"退出登录",themeToggle:{switchToLight:"切换到浅色主题",switchToDark:"切换到深色主题"}},Nxe={description:"请输入您的账号和密码登录系统",username:"用户名",usernamePlaceholder:"请输入用户名",password:"密码",passwordPlaceholder:"请输入密码",loginButton:"登录",loggingIn:"登录中...",successMessage:"登录成功",errorEmptyFields:"请输入您的用户名和密码",errorInvalidCredentials:"登录失败，请检查用户名和密码",authDisabled:"认证已禁用，使用无需登陆模式。",guestMode:"无需登陆"},Oxe={cancel:"取消",save:"保存"},Ixe={clearDocuments:{button:"清空",tooltip:"清空文档",title:"清空文档",description:"此操作将从系统中移除所有文档",warning:"警告：此操作将永久删除所有文档，无法恢复！",confirm:"确定要清空所有文档吗？",confirmPrompt:"请输入 yes 确认操作",confirmPlaceholder:"输入 yes 确认",clearCache:"清空LLM缓存",confirmButton:"确定",success:"文档清空成功",cacheCleared:"缓存清空成功",cacheClearFailed:`清空缓存失败：
 {{error}}`,failed:`清空文档失败：
 {{message}}`,error:`清空文档失败：
 {{error}}`},uploadDocuments:{button:"上传",tooltip:"上传文档",title:"上传文档",description:"拖拽文件到此处或点击浏览",single:{uploading:"正在上传 {{name}}：{{percent}}%",success:`上传成功：
@@ -1294,7 +1299,7 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
 {{error}}`,scanFailed:`扫描文档失败
 {{error}}`,scanProgressFailed:`获取扫描进度失败
 {{error}}`},fileNameLabel:"文件名",showButton:"显示",hideButton:"隐藏",showFileNameTooltip:"显示文件名",hideFileNameTooltip:"隐藏文件名"},pipelineStatus:{title:"流水线状态",busy:"流水线忙碌",requestPending:"待处理请求",jobName:"作业名称",startTime:"开始时间",progress:"进度",unit:"批",latestMessage:"最新消息",historyMessages:"历史消息",errors:{fetchFailed:`获取流水线状态失败
-{{error}}`}}},wxe={dataIsTruncated:"图数据已截断至最大返回节点数",statusDialog:{title:"LightRAG 服务器设置",description:"查看当前系统状态和连接信息"},legend:"图例",nodeTypes:{person:"人物角色",category:"分类",geo:"地理名称",location:"位置",organization:"组织机构",event:"事件",equipment:"装备",weapon:"武器",animal:"动物",unknown:"未知",object:"物品",group:"群组",technology:"技术"},sideBar:{settings:{settings:"设置",healthCheck:"健康检查",showPropertyPanel:"显示属性面板",showSearchBar:"显示搜索栏",showNodeLabel:"显示节点标签",nodeDraggable:"节点可拖动",showEdgeLabel:"显示边标签",hideUnselectedEdges:"隐藏未选中的边",edgeEvents:"边事件",maxQueryDepth:"最大查询深度",maxNodes:"最大返回节点数",maxLayoutIterations:"最大布局迭代次数",resetToDefault:"重置为默认值",edgeSizeRange:"边粗细范围",depth:"深",max:"Max",degree:"邻边",apiKey:"API密钥",enterYourAPIkey:"输入您的API密钥",save:"保存",refreshLayout:"刷新布局"},zoomControl:{zoomIn:"放大",zoomOut:"缩小",resetZoom:"重置缩放",rotateCamera:"顺时针旋转图形",rotateCameraCounterClockwise:"逆时针旋转图形"},layoutsControl:{startAnimation:"继续布局动画",stopAnimation:"停止布局动画",layoutGraph:"图布局",layouts:{Circular:"环形",Circlepack:"圆形打包",Random:"随机",Noverlaps:"无重叠","Force Directed":"力导向","Force Atlas":"力地图"}},fullScreenControl:{fullScreen:"全屏",windowed:"窗口"},legendControl:{toggleLegend:"切换图例显示"}},statusIndicator:{connected:"已连接",disconnected:"未连接"},statusCard:{unavailable:"状态信息不可用",storageInfo:"存储信息",workingDirectory:"工作目录",inputDirectory:"输入目录",llmConfig:"LLM配置",llmBinding:"LLM绑定",llmBindingHost:"LLM绑定主机",llmModel:"LLM模型",maxTokens:"最大令牌数",embeddingConfig:"嵌入配置",embeddingBinding:"嵌入绑定",embeddingBindingHost:"嵌入绑定主机",embeddingModel:"嵌入模型",storageConfig:"存储配置",kvStorage:"KV存储",docStatusStorage:"文档状态存储",graphStorage:"图存储",vectorStorage:"向量存储"},propertiesView:{node:{title:"节点",id:"ID",labels:"标签",degree:"度数",properties:"属性",relationships:"关系(子图内)",expandNode:"扩展节点",pruneNode:"修剪节点",deleteAllNodesError:"拒绝删除图中的所有节点",nodesRemoved:"已删除 {{count}} 个节点，包括孤立节点",noNewNodes:"没有发现可以扩展的节点",propertyNames:{description:"描述",entity_id:"名称",entity_type:"类型",source_id:"信源ID",Neighbour:"邻接",file_path:"信源"}},edge:{title:"关系",id:"ID",type:"类型",source:"源节点",target:"目标节点",properties:"属性"}},search:{placeholder:"搜索节点...",message:"还有 {count} 个"},graphLabels:{selectTooltip:"选择查询标签",noLabels:"未找到标签",label:"标签",placeholder:"搜索标签...",andOthers:"还有 {count} 个",refreshTooltip:"重新加载图形数据"},emptyGraph:"图谱数据为空"},Exe={chatMessage:{copyTooltip:"复制到剪贴板",copyError:"复制文本到剪贴板失败"},retrieval:{startPrompt:"输入查询开始检索",clear:"清空",send:"发送",placeholder:"输入查询...",error:"错误：获取响应失败"},querySettings:{parametersTitle:"参数",parametersDescription:"配置查询参数",queryMode:"查询模式",queryModeTooltip:`选择检索策略：
+{{error}}`}}},Dxe={dataIsTruncated:"图数据已截断至最大返回节点数",statusDialog:{title:"LightRAG 服务器设置",description:"查看当前系统状态和连接信息"},legend:"图例",nodeTypes:{person:"人物角色",category:"分类",geo:"地理名称",location:"位置",organization:"组织机构",event:"事件",equipment:"装备",weapon:"武器",animal:"动物",unknown:"未知",object:"物品",group:"群组",technology:"技术"},sideBar:{settings:{settings:"设置",healthCheck:"健康检查",showPropertyPanel:"显示属性面板",showSearchBar:"显示搜索栏",showNodeLabel:"显示节点标签",nodeDraggable:"节点可拖动",showEdgeLabel:"显示边标签",hideUnselectedEdges:"隐藏未选中的边",edgeEvents:"边事件",maxQueryDepth:"最大查询深度",maxNodes:"最大返回节点数",maxLayoutIterations:"最大布局迭代次数",resetToDefault:"重置为默认值",edgeSizeRange:"边粗细范围",depth:"深",max:"Max",degree:"邻边",apiKey:"API密钥",enterYourAPIkey:"输入您的API密钥",save:"保存",refreshLayout:"刷新布局"},zoomControl:{zoomIn:"放大",zoomOut:"缩小",resetZoom:"重置缩放",rotateCamera:"顺时针旋转图形",rotateCameraCounterClockwise:"逆时针旋转图形"},layoutsControl:{startAnimation:"继续布局动画",stopAnimation:"停止布局动画",layoutGraph:"图布局",layouts:{Circular:"环形",Circlepack:"圆形打包",Random:"随机",Noverlaps:"无重叠","Force Directed":"力导向","Force Atlas":"力地图"}},fullScreenControl:{fullScreen:"全屏",windowed:"窗口"},legendControl:{toggleLegend:"切换图例显示"}},statusIndicator:{connected:"已连接",disconnected:"未连接"},statusCard:{unavailable:"状态信息不可用",storageInfo:"存储信息",workingDirectory:"工作目录",inputDirectory:"输入目录",llmConfig:"LLM配置",llmBinding:"LLM绑定",llmBindingHost:"LLM绑定主机",llmModel:"LLM模型",maxTokens:"最大令牌数",embeddingConfig:"嵌入配置",embeddingBinding:"嵌入绑定",embeddingBindingHost:"嵌入绑定主机",embeddingModel:"嵌入模型",storageConfig:"存储配置",kvStorage:"KV存储",docStatusStorage:"文档状态存储",graphStorage:"图存储",vectorStorage:"向量存储"},propertiesView:{editProperty:"编辑{{property}}",editPropertyDescription:"在下方文本区域编辑属性值。",errors:{duplicateName:"节点名称已存在",updateFailed:"更新节点失败",tryAgainLater:"请稍后重试"},success:{entityUpdated:"节点更新成功",relationUpdated:"关系更新成功"},node:{title:"节点",id:"ID",labels:"标签",degree:"度数",properties:"属性",relationships:"关系(子图内)",expandNode:"扩展节点",pruneNode:"修剪节点",deleteAllNodesError:"拒绝删除图中的所有节点",nodesRemoved:"已删除 {{count}} 个节点，包括孤立节点",noNewNodes:"没有发现可以扩展的节点",propertyNames:{description:"描述",entity_id:"名称",entity_type:"类型",source_id:"信源ID",Neighbour:"邻接",file_path:"信源"}},edge:{title:"关系",id:"ID",type:"类型",source:"源节点",target:"目标节点",properties:"属性"}},search:{placeholder:"搜索节点...",message:"还有 {count} 个"},graphLabels:{selectTooltip:"选择查询标签",noLabels:"未找到标签",label:"标签",placeholder:"搜索标签...",andOthers:"还有 {count} 个",refreshTooltip:"重新加载图形数据"},emptyGraph:"图谱数据为空"},Lxe={chatMessage:{copyTooltip:"复制到剪贴板",copyError:"复制文本到剪贴板失败"},retrieval:{startPrompt:"输入查询开始检索",clear:"清空",send:"发送",placeholder:"输入查询...",error:"错误：获取响应失败"},querySettings:{parametersTitle:"参数",parametersDescription:"配置查询参数",queryMode:"查询模式",queryModeTooltip:`选择检索策略：
 • Naive：基础搜索，无高级技术
 • Local：上下文相关信息检索
 • Global：利用全局知识库
@@ -1303,7 +1308,7 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
 • Bypass：直接传递查询到LLM，不进行检索`,queryModeOptions:{naive:"Naive",local:"Local",global:"Global",hybrid:"Hybrid",mix:"Mix",bypass:"Bypass"},responseFormat:"响应格式",responseFormatTooltip:`定义响应格式。例如：
 • 多段落
 • 单段落
-• 要点`,responseFormatOptions:{multipleParagraphs:"多段落",singleParagraph:"单段落",bulletPoints:"要点"},topK:"Top K结果",topKTooltip:"检索的顶部项目数。在'local'模式下表示实体，在'global'模式下表示关系",topKPlaceholder:"结果数量",maxTokensTextUnit:"文本单元最大令牌数",maxTokensTextUnitTooltip:"每个检索文本块允许的最大令牌数",maxTokensGlobalContext:"全局上下文最大令牌数",maxTokensGlobalContextTooltip:"全局检索中关系描述的最大令牌数",maxTokensLocalContext:"本地上下文最大令牌数",maxTokensLocalContextTooltip:"本地检索中实体描述的最大令牌数",historyTurns:"历史轮次",historyTurnsTooltip:"响应上下文中考虑的完整对话轮次（用户-助手对）数量",historyTurnsPlaceholder:"历史轮次数",hlKeywords:"高级关键词",hlKeywordsTooltip:"检索中优先考虑的高级关键词列表。用逗号分隔",hlkeywordsPlaceHolder:"输入关键词",llKeywords:"低级关键词",llKeywordsTooltip:"用于细化检索重点的低级关键词列表。用逗号分隔",onlyNeedContext:"仅需上下文",onlyNeedContextTooltip:"如果为True，仅返回检索到的上下文而不生成响应",onlyNeedPrompt:"仅需提示",onlyNeedPromptTooltip:"如果为True，仅返回生成的提示而不产生响应",streamResponse:"流式响应",streamResponseTooltip:"如果为True，启用实时流式输出响应"}},xxe={loading:"正在加载 API 文档..."},kxe={title:"需要 API Key",description:"请输入您的 API Key 以访问服务",placeholder:"请输入 API Key",save:"保存"},Txe={settings:mxe,header:bxe,login:yxe,common:vxe,documentPanel:Sxe,graphPanel:wxe,retrievePanel:Exe,apiSite:xxe,apiKeyAlert:kxe},Axe={language:"Langue",theme:"Thème",light:"Clair",dark:"Sombre",system:"Système"},Rxe={documents:"Documents",knowledgeGraph:"Graphe de connaissances",retrieval:"Récupération",api:"API",projectRepository:"Référentiel du projet",logout:"Déconnexion",themeToggle:{switchToLight:"Passer au thème clair",switchToDark:"Passer au thème sombre"}},Cxe={description:"Veuillez entrer votre compte et mot de passe pour vous connecter au système",username:"Nom d'utilisateur",usernamePlaceholder:"Veuillez saisir un nom d'utilisateur",password:"Mot de passe",passwordPlaceholder:"Veuillez saisir un mot de passe",loginButton:"Connexion",loggingIn:"Connexion en cours...",successMessage:"Connexion réussie",errorEmptyFields:"Veuillez saisir votre nom d'utilisateur et mot de passe",errorInvalidCredentials:"Échec de la connexion, veuillez vérifier le nom d'utilisateur et le mot de passe",authDisabled:"L'authentification est désactivée. Utilisation du mode sans connexion.",guestMode:"Mode sans connexion"},_xe={cancel:"Annuler"},Nxe={clearDocuments:{button:"Effacer",tooltip:"Effacer les documents",title:"Effacer les documents",description:"Cette action supprimera tous les documents du système",warning:"ATTENTION : Cette action supprimera définitivement tous les documents et ne peut pas être annulée !",confirm:"Voulez-vous vraiment effacer tous les documents ?",confirmPrompt:"Tapez 'yes' pour confirmer cette action",confirmPlaceholder:"Tapez yes pour confirmer",clearCache:"Effacer le cache LLM",confirmButton:"OUI",success:"Documents effacés avec succès",cacheCleared:"Cache effacé avec succès",cacheClearFailed:`Échec de l'effacement du cache :
+• 要点`,responseFormatOptions:{multipleParagraphs:"多段落",singleParagraph:"单段落",bulletPoints:"要点"},topK:"Top K结果",topKTooltip:"检索的顶部项目数。在'local'模式下表示实体，在'global'模式下表示关系",topKPlaceholder:"结果数量",maxTokensTextUnit:"文本单元最大令牌数",maxTokensTextUnitTooltip:"每个检索文本块允许的最大令牌数",maxTokensGlobalContext:"全局上下文最大令牌数",maxTokensGlobalContextTooltip:"全局检索中关系描述的最大令牌数",maxTokensLocalContext:"本地上下文最大令牌数",maxTokensLocalContextTooltip:"本地检索中实体描述的最大令牌数",historyTurns:"历史轮次",historyTurnsTooltip:"响应上下文中考虑的完整对话轮次（用户-助手对）数量",historyTurnsPlaceholder:"历史轮次数",hlKeywords:"高级关键词",hlKeywordsTooltip:"检索中优先考虑的高级关键词列表。用逗号分隔",hlkeywordsPlaceHolder:"输入关键词",llKeywords:"低级关键词",llKeywordsTooltip:"用于细化检索重点的低级关键词列表。用逗号分隔",onlyNeedContext:"仅需上下文",onlyNeedContextTooltip:"如果为True，仅返回检索到的上下文而不生成响应",onlyNeedPrompt:"仅需提示",onlyNeedPromptTooltip:"如果为True，仅返回生成的提示而不产生响应",streamResponse:"流式响应",streamResponseTooltip:"如果为True，启用实时流式输出响应"}},Mxe={loading:"正在加载 API 文档..."},Pxe={title:"需要 API Key",description:"请输入您的 API Key 以访问服务",placeholder:"请输入 API Key",save:"保存"},Fxe={settings:Cxe,header:_xe,login:Nxe,common:Oxe,documentPanel:Ixe,graphPanel:Dxe,retrievePanel:Lxe,apiSite:Mxe,apiKeyAlert:Pxe},zxe={language:"Langue",theme:"Thème",light:"Clair",dark:"Sombre",system:"Système"},Bxe={documents:"Documents",knowledgeGraph:"Graphe de connaissances",retrieval:"Récupération",api:"API",projectRepository:"Référentiel du projet",logout:"Déconnexion",themeToggle:{switchToLight:"Passer au thème clair",switchToDark:"Passer au thème sombre"}},jxe={description:"Veuillez entrer votre compte et mot de passe pour vous connecter au système",username:"Nom d'utilisateur",usernamePlaceholder:"Veuillez saisir un nom d'utilisateur",password:"Mot de passe",passwordPlaceholder:"Veuillez saisir un mot de passe",loginButton:"Connexion",loggingIn:"Connexion en cours...",successMessage:"Connexion réussie",errorEmptyFields:"Veuillez saisir votre nom d'utilisateur et mot de passe",errorInvalidCredentials:"Échec de la connexion, veuillez vérifier le nom d'utilisateur et le mot de passe",authDisabled:"L'authentification est désactivée. Utilisation du mode sans connexion.",guestMode:"Mode sans connexion"},Uxe={cancel:"Annuler",save:"Sauvegarder"},Gxe={clearDocuments:{button:"Effacer",tooltip:"Effacer les documents",title:"Effacer les documents",description:"Cette action supprimera tous les documents du système",warning:"ATTENTION : Cette action supprimera définitivement tous les documents et ne peut pas être annulée !",confirm:"Voulez-vous vraiment effacer tous les documents ?",confirmPrompt:"Tapez 'yes' pour confirmer cette action",confirmPlaceholder:"Tapez yes pour confirmer",clearCache:"Effacer le cache LLM",confirmButton:"OUI",success:"Documents effacés avec succès",cacheCleared:"Cache effacé avec succès",cacheClearFailed:`Échec de l'effacement du cache :
 {{error}}`,failed:`Échec de l'effacement des documents :
 {{message}}`,error:`Échec de l'effacement des documents :
 {{error}}`},uploadDocuments:{button:"Télécharger",tooltip:"Télécharger des documents",title:"Télécharger des documents",description:"Glissez-déposez vos documents ici ou cliquez pour parcourir.",single:{uploading:"Téléchargement de {{name}} : {{percent}}%",success:`Succès du téléchargement :
@@ -1316,7 +1321,7 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
 {{error}}`,scanFailed:`Échec de la numérisation des documents
 {{error}}`,scanProgressFailed:`Échec de l'obtention de la progression de la numérisation
 {{error}}`},fileNameLabel:"Nom du fichier",showButton:"Afficher",hideButton:"Masquer",showFileNameTooltip:"Afficher le nom du fichier",hideFileNameTooltip:"Masquer le nom du fichier"},pipelineStatus:{title:"État du Pipeline",busy:"Pipeline occupé",requestPending:"Requête en attente",jobName:"Nom du travail",startTime:"Heure de début",progress:"Progression",unit:"lot",latestMessage:"Dernier message",historyMessages:"Historique des messages",errors:{fetchFailed:`Échec de la récupération de l'état du pipeline
-{{error}}`}}},Oxe={dataIsTruncated:"Les données du graphe sont tronquées au nombre maximum de nœuds",statusDialog:{title:"Paramètres du Serveur LightRAG",description:"Afficher l'état actuel du système et les informations de connexion"},legend:"Légende",nodeTypes:{person:"Personne",category:"Catégorie",geo:"Géographique",location:"Emplacement",organization:"Organisation",event:"Événement",equipment:"Équipement",weapon:"Arme",animal:"Animal",unknown:"Inconnu",object:"Objet",group:"Groupe",technology:"Technologie"},sideBar:{settings:{settings:"Paramètres",healthCheck:"Vérification de l'état",showPropertyPanel:"Afficher le panneau des propriétés",showSearchBar:"Afficher la barre de recherche",showNodeLabel:"Afficher l'étiquette du nœud",nodeDraggable:"Nœud déplaçable",showEdgeLabel:"Afficher l'étiquette de l'arête",hideUnselectedEdges:"Masquer les arêtes non sélectionnées",edgeEvents:"Événements des arêtes",maxQueryDepth:"Profondeur maximale de la requête",maxNodes:"Nombre maximum de nœuds",maxLayoutIterations:"Itérations maximales de mise en page",resetToDefault:"Réinitialiser par défaut",edgeSizeRange:"Plage de taille des arêtes",depth:"D",max:"Max",degree:"Degré",apiKey:"Clé API",enterYourAPIkey:"Entrez votre clé API",save:"Sauvegarder",refreshLayout:"Actualiser la mise en page"},zoomControl:{zoomIn:"Zoom avant",zoomOut:"Zoom arrière",resetZoom:"Réinitialiser le zoom",rotateCamera:"Rotation horaire",rotateCameraCounterClockwise:"Rotation antihoraire"},layoutsControl:{startAnimation:"Démarrer l'animation de mise en page",stopAnimation:"Arrêter l'animation de mise en page",layoutGraph:"Mettre en page le graphe",layouts:{Circular:"Circulaire",Circlepack:"Paquet circulaire",Random:"Aléatoire",Noverlaps:"Sans chevauchement","Force Directed":"Dirigé par la force","Force Atlas":"Atlas de force"}},fullScreenControl:{fullScreen:"Plein écran",windowed:"Fenêtré"},legendControl:{toggleLegend:"Basculer la légende"}},statusIndicator:{connected:"Connecté",disconnected:"Déconnecté"},statusCard:{unavailable:"Informations sur l'état indisponibles",storageInfo:"Informations de stockage",workingDirectory:"Répertoire de travail",inputDirectory:"Répertoire d'entrée",llmConfig:"Configuration du modèle de langage",llmBinding:"Liaison du modèle de langage",llmBindingHost:"Hôte de liaison du modèle de langage",llmModel:"Modèle de langage",maxTokens:"Nombre maximum de jetons",embeddingConfig:"Configuration d'incorporation",embeddingBinding:"Liaison d'incorporation",embeddingBindingHost:"Hôte de liaison d'incorporation",embeddingModel:"Modèle d'incorporation",storageConfig:"Configuration de stockage",kvStorage:"Stockage clé-valeur",docStatusStorage:"Stockage de l'état des documents",graphStorage:"Stockage du graphe",vectorStorage:"Stockage vectoriel"},propertiesView:{node:{title:"Nœud",id:"ID",labels:"Étiquettes",degree:"Degré",properties:"Propriétés",relationships:"Relations(dans le sous-graphe)",expandNode:"Développer le nœud",pruneNode:"Élaguer le nœud",deleteAllNodesError:"Refus de supprimer tous les nœuds du graphe",nodesRemoved:"{{count}} nœuds supprimés, y compris les nœuds orphelins",noNewNodes:"Aucun nœud développable trouvé",propertyNames:{description:"Description",entity_id:"Nom",entity_type:"Type",source_id:"ID source",Neighbour:"Voisin",file_path:"Source"}},edge:{title:"Relation",id:"ID",type:"Type",source:"Source",target:"Cible",properties:"Propriétés"}},search:{placeholder:"Rechercher des nœuds...",message:"Et {{count}} autres"},graphLabels:{selectTooltip:"Sélectionner l'étiquette de la requête",noLabels:"Aucune étiquette trouvée",label:"Étiquette",placeholder:"Rechercher des étiquettes...",andOthers:"Et {{count}} autres",refreshTooltip:"Recharger les données du graphe"},emptyGraph:"Le graphe est vide"},Ixe={chatMessage:{copyTooltip:"Copier dans le presse-papiers",copyError:"Échec de la copie du texte dans le presse-papiers"},retrieval:{startPrompt:"Démarrez une récupération en tapant votre requête ci-dessous",clear:"Effacer",send:"Envoyer",placeholder:"Tapez votre requête...",error:"Erreur : Échec de l'obtention de la réponse"},querySettings:{parametersTitle:"Paramètres",parametersDescription:"Configurez vos paramètres de requête",queryMode:"Mode de requête",queryModeTooltip:`Sélectionnez la stratégie de récupération :
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 • Naïf : Recherche de base sans techniques avancées
 • Local : Récupération d'informations dépendante du contexte
 • Global : Utilise une base de connaissances globale
@@ -1325,7 +1330,7 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
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 {{error}}`,failed:`فشل مسح المستندات:
 {{message}}`,error:`فشل مسح المستندات:
 {{error}}`},uploadDocuments:{button:"رفع",tooltip:"رفع المستندات",title:"رفع المستندات",description:"اسحب وأفلت مستنداتك هنا أو انقر للتصفح.",single:{uploading:"جارٍ الرفع {{name}}: {{percent}}%",success:`نجاح الرفع:
@@ -1338,7 +1343,7 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
 {{error}}`,scanFailed:`فشل مسح المستندات
 {{error}}`,scanProgressFailed:`فشل الحصول على تقدم المسح
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 • محلي: استرجاع معلومات يعتمد على السياق
 • عالمي: يستخدم قاعدة المعرفة العالمية
@@ -1347,7 +1352,7 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
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 • فقرة واحدة
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 {{message}}`,error:`清空文件失敗：
 {{error}}`},uploadDocuments:{button:"上傳",tooltip:"上傳文件",title:"上傳文件",description:"拖曳檔案至此處或點擊瀏覽",single:{uploading:"正在上傳 {{name}}：{{percent}}%",success:`上傳成功：
@@ -1360,7 +1365,7 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
 {{error}}`,scanFailed:`掃描文件失敗
 {{error}}`,scanProgressFailed:`取得掃描進度失敗
 {{error}}`},fileNameLabel:"檔案名稱",showButton:"顯示",hideButton:"隱藏",showFileNameTooltip:"顯示檔案名稱",hideFileNameTooltip:"隱藏檔案名稱"},pipelineStatus:{title:"pipeline 狀態",busy:"pipeline 忙碌中",requestPending:"待處理請求",jobName:"工作名稱",startTime:"開始時間",progress:"進度",unit:"梯次",latestMessage:"最新訊息",historyMessages:"歷史訊息",errors:{fetchFailed:`取得pipeline 狀態失敗
-{{error}}`}}},Zxe={dataIsTruncated:"圖資料已截斷至最大回傳節點數",statusDialog:{title:"LightRAG 伺服器設定",description:"查看目前系統狀態和連線資訊"},legend:"圖例",nodeTypes:{person:"人物角色",category:"分類",geo:"地理名稱",location:"位置",organization:"組織機構",event:"事件",equipment:"設備",weapon:"武器",animal:"動物",unknown:"未知",object:"物品",group:"群組",technology:"技術"},sideBar:{settings:{settings:"設定",healthCheck:"健康檢查",showPropertyPanel:"顯示屬性面板",showSearchBar:"顯示搜尋列",showNodeLabel:"顯示節點標籤",nodeDraggable:"節點可拖曳",showEdgeLabel:"顯示 Edge 標籤",hideUnselectedEdges:"隱藏未選取的 Edge",edgeEvents:"Edge 事件",maxQueryDepth:"最大查詢深度",maxNodes:"最大回傳節點數",maxLayoutIterations:"最大版面配置迭代次數",resetToDefault:"重設為預設值",edgeSizeRange:"Edge 粗細範圍",depth:"深度",max:"最大值",degree:"鄰邊",apiKey:"API key",enterYourAPIkey:"輸入您的 API key",save:"儲存",refreshLayout:"重新整理版面配置"},zoomControl:{zoomIn:"放大",zoomOut:"縮小",resetZoom:"重設縮放",rotateCamera:"順時針旋轉圖形",rotateCameraCounterClockwise:"逆時針旋轉圖形"},layoutsControl:{startAnimation:"繼續版面配置動畫",stopAnimation:"停止版面配置動畫",layoutGraph:"圖形版面配置",layouts:{Circular:"環形",Circlepack:"圓形打包",Random:"隨機",Noverlaps:"無重疊","Force Directed":"力導向","Force Atlas":"力圖"}},fullScreenControl:{fullScreen:"全螢幕",windowed:"視窗"},legendControl:{toggleLegend:"切換圖例顯示"}},statusIndicator:{connected:"已連線",disconnected:"未連線"},statusCard:{unavailable:"狀態資訊不可用",storageInfo:"儲存資訊",workingDirectory:"工作目錄",inputDirectory:"輸入目錄",llmConfig:"LLM 設定",llmBinding:"LLM 綁定",llmBindingHost:"LLM 綁定主機",llmModel:"LLM 模型",maxTokens:"最大權杖數",embeddingConfig:"嵌入設定",embeddingBinding:"嵌入綁定",embeddingBindingHost:"嵌入綁定主機",embeddingModel:"嵌入模型",storageConfig:"儲存設定",kvStorage:"KV 儲存",docStatusStorage:"文件狀態儲存",graphStorage:"圖形儲存",vectorStorage:"向量儲存"},propertiesView:{node:{title:"節點",id:"ID",labels:"標籤",degree:"度數",properties:"屬性",relationships:"關係(子圖內)",expandNode:"展開節點",pruneNode:"修剪節點",deleteAllNodesError:"拒絕刪除圖中的所有節點",nodesRemoved:"已刪除 {{count}} 個節點，包括孤立節點",noNewNodes:"沒有發現可以展開的節點",propertyNames:{description:"描述",entity_id:"名稱",entity_type:"類型",source_id:"來源ID",Neighbour:"鄰接",file_path:"來源"}},edge:{title:"關係",id:"ID",type:"類型",source:"來源節點",target:"目標節點",properties:"屬性"}},search:{placeholder:"搜尋節點...",message:"還有 {count} 個"},graphLabels:{selectTooltip:"選擇查詢標籤",noLabels:"未找到標籤",label:"標籤",placeholder:"搜尋標籤...",andOthers:"還有 {count} 個",refreshTooltip:"重新載入圖形資料"},emptyGraph:"圖譜資料為空"},Qxe={chatMessage:{copyTooltip:"複製到剪貼簿",copyError:"複製文字到剪貼簿失敗"},retrieval:{startPrompt:"輸入查詢開始檢索",clear:"清空",send:"送出",placeholder:"輸入查詢...",error:"錯誤：取得回應失敗"},querySettings:{parametersTitle:"參數",parametersDescription:"設定查詢參數",queryMode:"查詢模式",queryModeTooltip:`選擇檢索策略：
+{{error}}`}}},c0e={dataIsTruncated:"圖資料已截斷至最大回傳節點數",statusDialog:{title:"LightRAG 伺服器設定",description:"查看目前系統狀態和連線資訊"},legend:"圖例",nodeTypes:{person:"人物角色",category:"分類",geo:"地理名稱",location:"位置",organization:"組織機構",event:"事件",equipment:"設備",weapon:"武器",animal:"動物",unknown:"未知",object:"物品",group:"群組",technology:"技術"},sideBar:{settings:{settings:"設定",healthCheck:"健康檢查",showPropertyPanel:"顯示屬性面板",showSearchBar:"顯示搜尋列",showNodeLabel:"顯示節點標籤",nodeDraggable:"節點可拖曳",showEdgeLabel:"顯示 Edge 標籤",hideUnselectedEdges:"隱藏未選取的 Edge",edgeEvents:"Edge 事件",maxQueryDepth:"最大查詢深度",maxNodes:"最大回傳節點數",maxLayoutIterations:"最大版面配置迭代次數",resetToDefault:"重設為預設值",edgeSizeRange:"Edge 粗細範圍",depth:"深度",max:"最大值",degree:"鄰邊",apiKey:"API key",enterYourAPIkey:"輸入您的 API key",save:"儲存",refreshLayout:"重新整理版面配置"},zoomControl:{zoomIn:"放大",zoomOut:"縮小",resetZoom:"重設縮放",rotateCamera:"順時針旋轉圖形",rotateCameraCounterClockwise:"逆時針旋轉圖形"},layoutsControl:{startAnimation:"繼續版面配置動畫",stopAnimation:"停止版面配置動畫",layoutGraph:"圖形版面配置",layouts:{Circular:"環形",Circlepack:"圓形打包",Random:"隨機",Noverlaps:"無重疊","Force Directed":"力導向","Force Atlas":"力圖"}},fullScreenControl:{fullScreen:"全螢幕",windowed:"視窗"},legendControl:{toggleLegend:"切換圖例顯示"}},statusIndicator:{connected:"已連線",disconnected:"未連線"},statusCard:{unavailable:"狀態資訊不可用",storageInfo:"儲存資訊",workingDirectory:"工作目錄",inputDirectory:"輸入目錄",llmConfig:"LLM 設定",llmBinding:"LLM 綁定",llmBindingHost:"LLM 綁定主機",llmModel:"LLM 模型",maxTokens:"最大權杖數",embeddingConfig:"嵌入設定",embeddingBinding:"嵌入綁定",embeddingBindingHost:"嵌入綁定主機",embeddingModel:"嵌入模型",storageConfig:"儲存設定",kvStorage:"KV 儲存",docStatusStorage:"文件狀態儲存",graphStorage:"圖形儲存",vectorStorage:"向量儲存"},propertiesView:{node:{title:"節點",id:"ID",labels:"標籤",degree:"度數",properties:"屬性",relationships:"關係(子圖內)",expandNode:"展開節點",pruneNode:"修剪節點",deleteAllNodesError:"拒絕刪除圖中的所有節點",nodesRemoved:"已刪除 {{count}} 個節點，包括孤立節點",noNewNodes:"沒有發現可以展開的節點",propertyNames:{description:"描述",entity_id:"名稱",entity_type:"類型",source_id:"來源ID",Neighbour:"鄰接",file_path:"來源"}},edge:{title:"關係",id:"ID",type:"類型",source:"來源節點",target:"目標節點",properties:"屬性"}},search:{placeholder:"搜尋節點...",message:"還有 {count} 個"},graphLabels:{selectTooltip:"選擇查詢標籤",noLabels:"未找到標籤",label:"標籤",placeholder:"搜尋標籤...",andOthers:"還有 {count} 個",refreshTooltip:"重新載入圖形資料"},emptyGraph:"圖譜資料為空"},u0e={chatMessage:{copyTooltip:"複製到剪貼簿",copyError:"複製文字到剪貼簿失敗"},retrieval:{startPrompt:"輸入查詢開始檢索",clear:"清空",send:"送出",placeholder:"輸入查詢...",error:"錯誤：取得回應失敗"},querySettings:{parametersTitle:"參數",parametersDescription:"設定查詢參數",queryMode:"查詢模式",queryModeTooltip:`選擇檢索策略：
 • Naive：基礎搜尋，無進階技術
 • Local：上下文相關資訊檢索
 • Global：利用全域知識庫
@@ -1368,4 +1373,4 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
 • Mix：整合知識圖譜和向量檢索`,queryModeOptions:{naive:"Naive",local:"Local",global:"Global",hybrid:"Hybrid",mix:"Mix"},responseFormat:"回應格式",responseFormatTooltip:`定義回應格式。例如：
 • 多段落
 • 單段落
-• 重點`,responseFormatOptions:{multipleParagraphs:"多段落",singleParagraph:"單段落",bulletPoints:"重點"},topK:"Top K結果",topKTooltip:"檢索的前幾項結果數。在'local'模式下表示實體，在'global'模式下表示關係",topKPlaceholder:"結果數量",maxTokensTextUnit:"文字單元最大權杖數",maxTokensTextUnitTooltip:"每個檢索文字區塊允許的最大權杖數",maxTokensGlobalContext:"全域上下文最大權杖數",maxTokensGlobalContextTooltip:"全域檢索中關係描述的最大權杖數",maxTokensLocalContext:"本地上下文最大權杖數",maxTokensLocalContextTooltip:"本地檢索中實體描述的最大權杖數",historyTurns:"歷史輪次",historyTurnsTooltip:"回應上下文中考慮的完整對話輪次（使用者-助手對）數量",historyTurnsPlaceholder:"歷史輪次數",hlKeywords:"進階關鍵字",hlKeywordsTooltip:"檢索中優先考慮的進階關鍵字清單。用逗號分隔",hlkeywordsPlaceHolder:"輸入關鍵字",llKeywords:"基礎關鍵字",llKeywordsTooltip:"用於細化檢索重點的基礎關鍵字清單。用逗號分隔",onlyNeedContext:"僅需上下文",onlyNeedContextTooltip:"如果為True，僅回傳檢索到的上下文而不產生回應",onlyNeedPrompt:"僅需提示",onlyNeedPromptTooltip:"如果為True，僅回傳產生的提示而不產生回應",streamResponse:"串流回應",streamResponseTooltip:"如果為True，啟用即時串流輸出回應"}},Jxe={loading:"正在載入 API 文件..."},eke={title:"需要 API key",description:"請輸入您的 API key 以存取服務",placeholder:"請輸入 API key",save:"儲存"},tke={settings:Vxe,header:Wxe,login:Yxe,common:Kxe,documentPanel:Xxe,graphPanel:Zxe,retrievePanel:Qxe,apiSite:Jxe,apiKeyAlert:eke},nke=()=>{var e;try{const t=localStorage.getItem("settings-storage");if(t)return((e=JSON.parse(t).state)==null?void 0:e.language)||"en"}catch(t){console.error("Failed to get stored language:",t)}return"en"};rn.use(RW).init({resources:{en:{translation:hxe},zh:{translation:Txe},fr:{translation:Mxe},ar:{translation:qxe},zh_TW:{translation:tke}},lng:nke(),fallbackLng:"en",interpolation:{escapeValue:!1},returnEmptyString:!1,returnNull:!1});Ie.subscribe(e=>{const t=e.language;rn.language!==t&&rn.changeLanguage(t)});Sq.createRoot(document.getElementById("root")).render(w.jsx(E.StrictMode,{children:w.jsx(jEe,{})}));
+• 重點`,responseFormatOptions:{multipleParagraphs:"多段落",singleParagraph:"單段落",bulletPoints:"重點"},topK:"Top K結果",topKTooltip:"檢索的前幾項結果數。在'local'模式下表示實體，在'global'模式下表示關係",topKPlaceholder:"結果數量",maxTokensTextUnit:"文字單元最大權杖數",maxTokensTextUnitTooltip:"每個檢索文字區塊允許的最大權杖數",maxTokensGlobalContext:"全域上下文最大權杖數",maxTokensGlobalContextTooltip:"全域檢索中關係描述的最大權杖數",maxTokensLocalContext:"本地上下文最大權杖數",maxTokensLocalContextTooltip:"本地檢索中實體描述的最大權杖數",historyTurns:"歷史輪次",historyTurnsTooltip:"回應上下文中考慮的完整對話輪次（使用者-助手對）數量",historyTurnsPlaceholder:"歷史輪次數",hlKeywords:"進階關鍵字",hlKeywordsTooltip:"檢索中優先考慮的進階關鍵字清單。用逗號分隔",hlkeywordsPlaceHolder:"輸入關鍵字",llKeywords:"基礎關鍵字",llKeywordsTooltip:"用於細化檢索重點的基礎關鍵字清單。用逗號分隔",onlyNeedContext:"僅需上下文",onlyNeedContextTooltip:"如果為True，僅回傳檢索到的上下文而不產生回應",onlyNeedPrompt:"僅需提示",onlyNeedPromptTooltip:"如果為True，僅回傳產生的提示而不產生回應",streamResponse:"串流回應",streamResponseTooltip:"如果為True，啟用即時串流輸出回應"}},d0e={loading:"正在載入 API 文件..."},p0e={title:"需要 API key",description:"請輸入您的 API key 以存取服務",placeholder:"請輸入 API key",save:"儲存"},f0e={settings:a0e,header:o0e,login:i0e,common:s0e,documentPanel:l0e,graphPanel:c0e,retrievePanel:u0e,apiSite:d0e,apiKeyAlert:p0e},g0e=()=>{var e;try{const t=localStorage.getItem("settings-storage");if(t)return((e=JSON.parse(t).state)==null?void 0:e.language)||"en"}catch(t){console.error("Failed to get stored language:",t)}return"en"};rn.use(NW).init({resources:{en:{translation:Rxe},zh:{translation:Fxe},fr:{translation:Wxe},ar:{translation:r0e},zh_TW:{translation:f0e}},lng:g0e(),fallbackLng:"en",interpolation:{escapeValue:!1},returnEmptyString:!1,returnNull:!1});Ie.subscribe(e=>{const t=e.language;rn.language!==t&&rn.changeLanguage(t)});Sq.createRoot(document.getElementById("root")).render(w.jsx(E.StrictMode,{children:w.jsx(QEe,{})}));
diff --git a/lightrag/api/webui/index.html b/lightrag/api/webui/index.html
index 5e5c1228..fad25362 100644
--- a/lightrag/api/webui/index.html
+++ b/lightrag/api/webui/index.html
@@ -8,8 +8,8 @@
     <link rel="icon" type="image/svg+xml" href="logo.png" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
     <title>Lightrag</title>
-    <script type="module" crossorigin src="/webui/assets/index-vzpYU2q3.js"></script>
-    <link rel="stylesheet" crossorigin href="/webui/assets/index-CTB4Vp_z.css">
+    <script type="module" crossorigin src="/webui/assets/index-DNUbHVZW.js"></script>
+    <link rel="stylesheet" crossorigin href="/webui/assets/index-BJDb04H1.css">
   </head>
   <body>
     <div id="root"></div>

From 9037607cc03d9d55a1286a0dfde54c20318b305e Mon Sep 17 00:00:00 2001
From: yangdx <yangdx@znipower.com>
Date: Mon, 14 Apr 2025 13:25:54 +0800
Subject: [PATCH 17/20] Fix i18n translation alignment

---
 lightrag_webui/src/locales/ar.json    |  1 -
 lightrag_webui/src/locales/en.json    |  2 +-
 lightrag_webui/src/locales/fr.json    |  1 -
 lightrag_webui/src/locales/zh.json    |  1 -
 lightrag_webui/src/locales/zh_TW.json | 19 ++++++++++++++++---
 5 files changed, 17 insertions(+), 7 deletions(-)

diff --git a/lightrag_webui/src/locales/ar.json b/lightrag_webui/src/locales/ar.json
index 6ed90c80..c7252238 100644
--- a/lightrag_webui/src/locales/ar.json
+++ b/lightrag_webui/src/locales/ar.json
@@ -244,7 +244,6 @@
         "updateFailed": "فشل تحديث العقدة",
         "tryAgainLater": "يرجى المحاولة مرة أخرى لاحقًا"
       },
-
       "success": {
         "entityUpdated": "تم تحديث العقدة بنجاح",
         "relationUpdated": "تم تحديث العلاقة بنجاح"
diff --git a/lightrag_webui/src/locales/en.json b/lightrag_webui/src/locales/en.json
index 02fe6d66..42793511 100644
--- a/lightrag_webui/src/locales/en.json
+++ b/lightrag_webui/src/locales/en.json
@@ -157,6 +157,7 @@
       "animal": "Animal",
       "unknown": "Unknown",
       "object": "Object",
+      "group": "Group",
       "technology": "Technology"
     },
     "sideBar": {
@@ -243,7 +244,6 @@
         "updateFailed": "Failed to update node",
         "tryAgainLater": "Please try again later"
       },
-
       "success": {
         "entityUpdated": "Node updated successfully",
         "relationUpdated": "Relation updated successfully"
diff --git a/lightrag_webui/src/locales/fr.json b/lightrag_webui/src/locales/fr.json
index 08b7b769..117c8b54 100644
--- a/lightrag_webui/src/locales/fr.json
+++ b/lightrag_webui/src/locales/fr.json
@@ -244,7 +244,6 @@
         "updateFailed": "Échec de la mise à jour du nœud",
         "tryAgainLater": "Veuillez réessayer plus tard"
       },
-      "doubleClickToEdit": "Double-cliquez pour modifier",
       "success": {
         "entityUpdated": "Nœud mis à jour avec succès",
         "relationUpdated": "Relation mise à jour avec succès"
diff --git a/lightrag_webui/src/locales/zh.json b/lightrag_webui/src/locales/zh.json
index f3e7bf7b..7d10e36e 100644
--- a/lightrag_webui/src/locales/zh.json
+++ b/lightrag_webui/src/locales/zh.json
@@ -244,7 +244,6 @@
         "updateFailed": "更新节点失败",
         "tryAgainLater": "请稍后重试"
       },
-
       "success": {
         "entityUpdated": "节点更新成功",
         "relationUpdated": "关系更新成功"
diff --git a/lightrag_webui/src/locales/zh_TW.json b/lightrag_webui/src/locales/zh_TW.json
index 7deb8157..00dfd420 100644
--- a/lightrag_webui/src/locales/zh_TW.json
+++ b/lightrag_webui/src/locales/zh_TW.json
@@ -33,7 +33,8 @@
       "guestMode": "免登入"
     },
     "common": {
-      "cancel": "取消"
+      "cancel": "取消",
+      "save": "儲存"
     },
     "documentPanel": {
       "clearDocuments": {
@@ -236,6 +237,17 @@
         "vectorStorage": "向量儲存"
       },
       "propertiesView": {
+        "editProperty": "編輯{{property}}",
+        "editPropertyDescription": "在下方文字區域編輯屬性值。",
+        "errors": {
+          "duplicateName": "節點名稱已存在",
+          "updateFailed": "更新節點失敗",
+          "tryAgainLater": "請稍後重試"
+        },
+        "success": {
+          "entityUpdated": "節點更新成功",
+          "relationUpdated": "關係更新成功"
+        },
         "node": {
           "title": "節點",
           "id": "ID",
@@ -296,13 +308,14 @@
         "parametersTitle": "參數",
         "parametersDescription": "設定查詢參數",
         "queryMode": "查詢模式",
-        "queryModeTooltip": "選擇檢索策略：\n• Naive：基礎搜尋，無進階技術\n• Local：上下文相關資訊檢索\n• Global：利用全域知識庫\n• Hybrid：結合本地和全域檢索\n• Mix：整合知識圖譜和向量檢索",
+        "queryModeTooltip": "選擇檢索策略：\n• Naive：基礎搜尋，無進階技術\n• Local：上下文相關資訊檢索\n• Global：利用全域知識庫\n• Hybrid：結合本地和全域檢索\n• Mix：整合知識圖譜和向量檢索\n• Bypass：直接傳遞查詢到LLM，不進行檢索",
         "queryModeOptions": {
           "naive": "Naive",
           "local": "Local",
           "global": "Global",
           "hybrid": "Hybrid",
-          "mix": "Mix"
+          "mix": "Mix",
+          "bypass": "Bypass"
         },
         "responseFormat": "回應格式",
         "responseFormatTooltip": "定義回應格式。例如：\n• 多段落\n• 單段落\n• 重點",

From c7d563f1aa206554cc88bd050e9520de102d2eda Mon Sep 17 00:00:00 2001
From: yangdx <yangdx@znipower.com>
Date: Mon, 14 Apr 2025 13:28:00 +0800
Subject: [PATCH 18/20] Update webui assets

---
 .../assets/{index-DNUbHVZW.js => index-CIRM3gxn.js}   | 11 ++++++-----
 lightrag/api/webui/index.html                         |  2 +-
 2 files changed, 7 insertions(+), 6 deletions(-)
 rename lightrag/api/webui/assets/{index-DNUbHVZW.js => index-CIRM3gxn.js} (99%)

diff --git a/lightrag/api/webui/assets/index-DNUbHVZW.js b/lightrag/api/webui/assets/index-CIRM3gxn.js
similarity index 99%
rename from lightrag/api/webui/assets/index-DNUbHVZW.js
rename to lightrag/api/webui/assets/index-CIRM3gxn.js
index 95183d35..476eea6e 100644
--- a/lightrag/api/webui/assets/index-DNUbHVZW.js
+++ b/lightrag/api/webui/assets/index-CIRM3gxn.js
@@ -1277,7 +1277,7 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
 {{error}}`,scanFailed:`Failed to scan documents
 {{error}}`,scanProgressFailed:`Failed to get scan progress
 {{error}}`},fileNameLabel:"File Name",showButton:"Show",hideButton:"Hide",showFileNameTooltip:"Show file name",hideFileNameTooltip:"Hide file name"},pipelineStatus:{title:"Pipeline Status",busy:"Pipeline Busy",requestPending:"Request Pending",jobName:"Job Name",startTime:"Start Time",progress:"Progress",unit:"batch",latestMessage:"Latest Message",historyMessages:"History Messages",errors:{fetchFailed:`Failed to get pipeline status
-{{error}}`}}},xxe={dataIsTruncated:"Graph data is truncated to Max Nodes",statusDialog:{title:"LightRAG Server Settings",description:"View current system status and connection information"},legend:"Legend",nodeTypes:{person:"Person",category:"Category",geo:"Geographic",location:"Location",organization:"Organization",event:"Event",equipment:"Equipment",weapon:"Weapon",animal:"Animal",unknown:"Unknown",object:"Object",technology:"Technology"},sideBar:{settings:{settings:"Settings",healthCheck:"Health Check",showPropertyPanel:"Show Property Panel",showSearchBar:"Show Search Bar",showNodeLabel:"Show Node Label",nodeDraggable:"Node Draggable",showEdgeLabel:"Show Edge Label",hideUnselectedEdges:"Hide Unselected Edges",edgeEvents:"Edge Events",maxQueryDepth:"Max Query Depth",maxNodes:"Max Nodes",maxLayoutIterations:"Max Layout Iterations",resetToDefault:"Reset to default",edgeSizeRange:"Edge Size Range",depth:"D",max:"Max",degree:"Degree",apiKey:"API Key",enterYourAPIkey:"Enter your API key",save:"Save",refreshLayout:"Refresh Layout"},zoomControl:{zoomIn:"Zoom In",zoomOut:"Zoom Out",resetZoom:"Reset Zoom",rotateCamera:"Clockwise Rotate",rotateCameraCounterClockwise:"Counter-Clockwise Rotate"},layoutsControl:{startAnimation:"Continue layout animation",stopAnimation:"Stop layout animation",layoutGraph:"Layout Graph",layouts:{Circular:"Circular",Circlepack:"Circlepack",Random:"Random",Noverlaps:"Noverlaps","Force Directed":"Force Directed","Force Atlas":"Force Atlas"}},fullScreenControl:{fullScreen:"Full Screen",windowed:"Windowed"},legendControl:{toggleLegend:"Toggle Legend"}},statusIndicator:{connected:"Connected",disconnected:"Disconnected"},statusCard:{unavailable:"Status information unavailable",storageInfo:"Storage Info",workingDirectory:"Working Directory",inputDirectory:"Input Directory",llmConfig:"LLM Configuration",llmBinding:"LLM Binding",llmBindingHost:"LLM Binding Host",llmModel:"LLM Model",maxTokens:"Max Tokens",embeddingConfig:"Embedding Configuration",embeddingBinding:"Embedding Binding",embeddingBindingHost:"Embedding Binding Host",embeddingModel:"Embedding Model",storageConfig:"Storage Configuration",kvStorage:"KV Storage",docStatusStorage:"Doc Status Storage",graphStorage:"Graph Storage",vectorStorage:"Vector Storage"},propertiesView:{editProperty:"Edit {{property}}",editPropertyDescription:"Edit the property value in the text area below.",errors:{duplicateName:"Node name already exists",updateFailed:"Failed to update node",tryAgainLater:"Please try again later"},success:{entityUpdated:"Node updated successfully",relationUpdated:"Relation updated successfully"},node:{title:"Node",id:"ID",labels:"Labels",degree:"Degree",properties:"Properties",relationships:"Relations(within subgraph)",expandNode:"Expand Node",pruneNode:"Prune Node",deleteAllNodesError:"Refuse to delete all nodes in the graph",nodesRemoved:"{{count}} nodes removed, including orphan nodes",noNewNodes:"No expandable nodes found",propertyNames:{description:"Description",entity_id:"Name",entity_type:"Type",source_id:"SrcID",Neighbour:"Neigh",file_path:"Source"}},edge:{title:"Relationship",id:"ID",type:"Type",source:"Source",target:"Target",properties:"Properties"}},search:{placeholder:"Search nodes...",message:"And {count} others"},graphLabels:{selectTooltip:"Select query label",noLabels:"No labels found",label:"Label",placeholder:"Search labels...",andOthers:"And {count} others",refreshTooltip:"Reload graph data"},emptyGraph:"Graph Is Empty"},kxe={chatMessage:{copyTooltip:"Copy to clipboard",copyError:"Failed to copy text to clipboard"},retrieval:{startPrompt:"Start a retrieval by typing your query below",clear:"Clear",send:"Send",placeholder:"Type your query...",error:"Error: Failed to get response"},querySettings:{parametersTitle:"Parameters",parametersDescription:"Configure your query parameters",queryMode:"Query Mode",queryModeTooltip:`Select the retrieval strategy:
+{{error}}`}}},xxe={dataIsTruncated:"Graph data is truncated to Max Nodes",statusDialog:{title:"LightRAG Server Settings",description:"View current system status and connection information"},legend:"Legend",nodeTypes:{person:"Person",category:"Category",geo:"Geographic",location:"Location",organization:"Organization",event:"Event",equipment:"Equipment",weapon:"Weapon",animal:"Animal",unknown:"Unknown",object:"Object",group:"Group",technology:"Technology"},sideBar:{settings:{settings:"Settings",healthCheck:"Health Check",showPropertyPanel:"Show Property Panel",showSearchBar:"Show Search Bar",showNodeLabel:"Show Node Label",nodeDraggable:"Node Draggable",showEdgeLabel:"Show Edge Label",hideUnselectedEdges:"Hide Unselected Edges",edgeEvents:"Edge Events",maxQueryDepth:"Max Query Depth",maxNodes:"Max Nodes",maxLayoutIterations:"Max Layout Iterations",resetToDefault:"Reset to default",edgeSizeRange:"Edge Size Range",depth:"D",max:"Max",degree:"Degree",apiKey:"API Key",enterYourAPIkey:"Enter your API key",save:"Save",refreshLayout:"Refresh Layout"},zoomControl:{zoomIn:"Zoom In",zoomOut:"Zoom Out",resetZoom:"Reset Zoom",rotateCamera:"Clockwise Rotate",rotateCameraCounterClockwise:"Counter-Clockwise Rotate"},layoutsControl:{startAnimation:"Continue layout animation",stopAnimation:"Stop layout animation",layoutGraph:"Layout Graph",layouts:{Circular:"Circular",Circlepack:"Circlepack",Random:"Random",Noverlaps:"Noverlaps","Force Directed":"Force Directed","Force Atlas":"Force Atlas"}},fullScreenControl:{fullScreen:"Full Screen",windowed:"Windowed"},legendControl:{toggleLegend:"Toggle Legend"}},statusIndicator:{connected:"Connected",disconnected:"Disconnected"},statusCard:{unavailable:"Status information unavailable",storageInfo:"Storage Info",workingDirectory:"Working Directory",inputDirectory:"Input Directory",llmConfig:"LLM Configuration",llmBinding:"LLM Binding",llmBindingHost:"LLM Binding Host",llmModel:"LLM Model",maxTokens:"Max Tokens",embeddingConfig:"Embedding Configuration",embeddingBinding:"Embedding Binding",embeddingBindingHost:"Embedding Binding Host",embeddingModel:"Embedding Model",storageConfig:"Storage Configuration",kvStorage:"KV Storage",docStatusStorage:"Doc Status Storage",graphStorage:"Graph Storage",vectorStorage:"Vector Storage"},propertiesView:{editProperty:"Edit {{property}}",editPropertyDescription:"Edit the property value in the text area below.",errors:{duplicateName:"Node name already exists",updateFailed:"Failed to update node",tryAgainLater:"Please try again later"},success:{entityUpdated:"Node updated successfully",relationUpdated:"Relation updated successfully"},node:{title:"Node",id:"ID",labels:"Labels",degree:"Degree",properties:"Properties",relationships:"Relations(within subgraph)",expandNode:"Expand Node",pruneNode:"Prune Node",deleteAllNodesError:"Refuse to delete all nodes in the graph",nodesRemoved:"{{count}} nodes removed, including orphan nodes",noNewNodes:"No expandable nodes found",propertyNames:{description:"Description",entity_id:"Name",entity_type:"Type",source_id:"SrcID",Neighbour:"Neigh",file_path:"Source"}},edge:{title:"Relationship",id:"ID",type:"Type",source:"Source",target:"Target",properties:"Properties"}},search:{placeholder:"Search nodes...",message:"And {count} others"},graphLabels:{selectTooltip:"Select query label",noLabels:"No labels found",label:"Label",placeholder:"Search labels...",andOthers:"And {count} others",refreshTooltip:"Reload graph data"},emptyGraph:"Graph Is Empty"},kxe={chatMessage:{copyTooltip:"Copy to clipboard",copyError:"Failed to copy text to clipboard"},retrieval:{startPrompt:"Start a retrieval by typing your query below",clear:"Clear",send:"Send",placeholder:"Type your query...",error:"Error: Failed to get response"},querySettings:{parametersTitle:"Parameters",parametersDescription:"Configure your query parameters",queryMode:"Query Mode",queryModeTooltip:`Select the retrieval strategy:
 • Naive: Basic search without advanced techniques
 • Local: Context-dependent information retrieval
 • Global: Utilizes global knowledge base
@@ -1321,7 +1321,7 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
 {{error}}`,scanFailed:`Échec de la numérisation des documents
 {{error}}`,scanProgressFailed:`Échec de l'obtention de la progression de la numérisation
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 • Naïf : Recherche de base sans techniques avancées
 • Local : Récupération d'informations dépendante du contexte
 • Global : Utilise une base de connaissances globale
@@ -1352,7 +1352,7 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
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 • فقرة واحدة
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+• نقاط نقطية`,responseFormatOptions:{multipleParagraphs:"فقرات متعددة",singleParagraph:"فقرة واحدة",bulletPoints:"نقاط نقطية"},topK:"أعلى K نتائج",topKTooltip:"عدد العناصر العلوية للاسترجاع. يمثل الكيانات في وضع 'محلي' والعلاقات في وضع 'عالمي'",topKPlaceholder:"عدد النتائج",maxTokensTextUnit:"أقصى عدد من الرموز لوحدة النص",maxTokensTextUnitTooltip:"الحد الأقصى لعدد الرموز المسموح به لكل جزء نصي مسترجع",maxTokensGlobalContext:"أقصى عدد من الرموز للسياق العالمي",maxTokensGlobalContextTooltip:"الحد الأقصى لعدد الرموز المخصص لأوصاف العلاقات في الاسترجاع العالمي",maxTokensLocalContext:"أقصى عدد من الرموز للسياق المحلي",maxTokensLocalContextTooltip:"الحد الأقصى لعدد الرموز المخصص لأوصاف الكيانات في الاسترجاع المحلي",historyTurns:"دورات التاريخ",historyTurnsTooltip:"عدد الدورات الكاملة للمحادثة (أزواج المستخدم-المساعد) التي يجب مراعاتها في سياق الرد",historyTurnsPlaceholder:"عدد دورات التاريخ",hlKeywords:"الكلمات المفتاحية عالية المستوى",hlKeywordsTooltip:"قائمة الكلمات المفتاحية عالية المستوى لإعطائها الأولوية في الاسترجاع. افصل بينها بفواصل",hlkeywordsPlaceHolder:"أدخل الكلمات المفتاحية",llKeywords:"الكلمات المفتاحية منخفضة المستوى",llKeywordsTooltip:"قائمة الكلمات المفتاحية منخفضة المستوى لتحسين تركيز الاسترجاع. افصل بينها بفواصل",onlyNeedContext:"تحتاج فقط إلى السياق",onlyNeedContextTooltip:"إذا كان صحيحًا، يتم إرجاع السياق المسترجع فقط دون إنشاء رد",onlyNeedPrompt:"تحتاج فقط إلى المطالبة",onlyNeedPromptTooltip:"إذا كان صحيحًا، يتم إرجاع المطالبة المولدة فقط دون إنتاج رد",streamResponse:"تدفق الرد",streamResponseTooltip:"إذا كان صحيحًا، يتيح إخراج التدفق للردود في الوقت الفعلي"}},t0e={loading:"جارٍ تحميل وثائق واجهة برمجة التطبيقات..."},n0e={title:"مفتاح واجهة برمجة التطبيقات مطلوب",description:"الرجاء إدخال مفتاح واجهة برمجة التطبيقات للوصول إلى الخدمة",placeholder:"أدخل مفتاح واجهة برمجة التطبيقات",save:"حفظ"},r0e={settings:Yxe,header:Kxe,login:Xxe,common:Zxe,documentPanel:Qxe,graphPanel:Jxe,retrievePanel:e0e,apiSite:t0e,apiKeyAlert:n0e},a0e={language:"語言",theme:"主題",light:"淺色",dark:"深色",system:"系統"},o0e={documents:"文件",knowledgeGraph:"知識圖譜",retrieval:"檢索",api:"API",projectRepository:"專案庫",logout:"登出",themeToggle:{switchToLight:"切換至淺色主題",switchToDark:"切換至深色主題"}},i0e={description:"請輸入您的帳號和密碼登入系統",username:"帳號",usernamePlaceholder:"請輸入帳號",password:"密碼",passwordPlaceholder:"請輸入密碼",loginButton:"登入",loggingIn:"登入中...",successMessage:"登入成功",errorEmptyFields:"請輸入您的帳號和密碼",errorInvalidCredentials:"登入失敗，請檢查帳號和密碼",authDisabled:"認證已停用，使用免登入模式",guestMode:"免登入"},s0e={cancel:"取消",save:"儲存"},l0e={clearDocuments:{button:"清空",tooltip:"清空文件",title:"清空文件",description:"此操作將從系統中移除所有文件",warning:"警告：此操作將永久刪除所有文件，無法復原！",confirm:"確定要清空所有文件嗎？",confirmPrompt:"請輸入 yes 確認操作",confirmPlaceholder:"輸入 yes 以確認",clearCache:"清空 LLM 快取",confirmButton:"確定",success:"文件清空成功",cacheCleared:"快取清空成功",cacheClearFailed:`清空快取失敗：
 {{error}}`,failed:`清空文件失敗：
 {{message}}`,error:`清空文件失敗：
 {{error}}`},uploadDocuments:{button:"上傳",tooltip:"上傳文件",title:"上傳文件",description:"拖曳檔案至此處或點擊瀏覽",single:{uploading:"正在上傳 {{name}}：{{percent}}%",success:`上傳成功：
@@ -1365,12 +1365,13 @@ ${tr(R)}`,!0)}finally{s(!1),Ie.getState().setRetrievalHistory([...v,b,y])}},[r,o
 {{error}}`,scanFailed:`掃描文件失敗
 {{error}}`,scanProgressFailed:`取得掃描進度失敗
 {{error}}`},fileNameLabel:"檔案名稱",showButton:"顯示",hideButton:"隱藏",showFileNameTooltip:"顯示檔案名稱",hideFileNameTooltip:"隱藏檔案名稱"},pipelineStatus:{title:"pipeline 狀態",busy:"pipeline 忙碌中",requestPending:"待處理請求",jobName:"工作名稱",startTime:"開始時間",progress:"進度",unit:"梯次",latestMessage:"最新訊息",historyMessages:"歷史訊息",errors:{fetchFailed:`取得pipeline 狀態失敗
-{{error}}`}}},c0e={dataIsTruncated:"圖資料已截斷至最大回傳節點數",statusDialog:{title:"LightRAG 伺服器設定",description:"查看目前系統狀態和連線資訊"},legend:"圖例",nodeTypes:{person:"人物角色",category:"分類",geo:"地理名稱",location:"位置",organization:"組織機構",event:"事件",equipment:"設備",weapon:"武器",animal:"動物",unknown:"未知",object:"物品",group:"群組",technology:"技術"},sideBar:{settings:{settings:"設定",healthCheck:"健康檢查",showPropertyPanel:"顯示屬性面板",showSearchBar:"顯示搜尋列",showNodeLabel:"顯示節點標籤",nodeDraggable:"節點可拖曳",showEdgeLabel:"顯示 Edge 標籤",hideUnselectedEdges:"隱藏未選取的 Edge",edgeEvents:"Edge 事件",maxQueryDepth:"最大查詢深度",maxNodes:"最大回傳節點數",maxLayoutIterations:"最大版面配置迭代次數",resetToDefault:"重設為預設值",edgeSizeRange:"Edge 粗細範圍",depth:"深度",max:"最大值",degree:"鄰邊",apiKey:"API key",enterYourAPIkey:"輸入您的 API key",save:"儲存",refreshLayout:"重新整理版面配置"},zoomControl:{zoomIn:"放大",zoomOut:"縮小",resetZoom:"重設縮放",rotateCamera:"順時針旋轉圖形",rotateCameraCounterClockwise:"逆時針旋轉圖形"},layoutsControl:{startAnimation:"繼續版面配置動畫",stopAnimation:"停止版面配置動畫",layoutGraph:"圖形版面配置",layouts:{Circular:"環形",Circlepack:"圓形打包",Random:"隨機",Noverlaps:"無重疊","Force Directed":"力導向","Force Atlas":"力圖"}},fullScreenControl:{fullScreen:"全螢幕",windowed:"視窗"},legendControl:{toggleLegend:"切換圖例顯示"}},statusIndicator:{connected:"已連線",disconnected:"未連線"},statusCard:{unavailable:"狀態資訊不可用",storageInfo:"儲存資訊",workingDirectory:"工作目錄",inputDirectory:"輸入目錄",llmConfig:"LLM 設定",llmBinding:"LLM 綁定",llmBindingHost:"LLM 綁定主機",llmModel:"LLM 模型",maxTokens:"最大權杖數",embeddingConfig:"嵌入設定",embeddingBinding:"嵌入綁定",embeddingBindingHost:"嵌入綁定主機",embeddingModel:"嵌入模型",storageConfig:"儲存設定",kvStorage:"KV 儲存",docStatusStorage:"文件狀態儲存",graphStorage:"圖形儲存",vectorStorage:"向量儲存"},propertiesView:{node:{title:"節點",id:"ID",labels:"標籤",degree:"度數",properties:"屬性",relationships:"關係(子圖內)",expandNode:"展開節點",pruneNode:"修剪節點",deleteAllNodesError:"拒絕刪除圖中的所有節點",nodesRemoved:"已刪除 {{count}} 個節點，包括孤立節點",noNewNodes:"沒有發現可以展開的節點",propertyNames:{description:"描述",entity_id:"名稱",entity_type:"類型",source_id:"來源ID",Neighbour:"鄰接",file_path:"來源"}},edge:{title:"關係",id:"ID",type:"類型",source:"來源節點",target:"目標節點",properties:"屬性"}},search:{placeholder:"搜尋節點...",message:"還有 {count} 個"},graphLabels:{selectTooltip:"選擇查詢標籤",noLabels:"未找到標籤",label:"標籤",placeholder:"搜尋標籤...",andOthers:"還有 {count} 個",refreshTooltip:"重新載入圖形資料"},emptyGraph:"圖譜資料為空"},u0e={chatMessage:{copyTooltip:"複製到剪貼簿",copyError:"複製文字到剪貼簿失敗"},retrieval:{startPrompt:"輸入查詢開始檢索",clear:"清空",send:"送出",placeholder:"輸入查詢...",error:"錯誤：取得回應失敗"},querySettings:{parametersTitle:"參數",parametersDescription:"設定查詢參數",queryMode:"查詢模式",queryModeTooltip:`選擇檢索策略：
+{{error}}`}}},c0e={dataIsTruncated:"圖資料已截斷至最大回傳節點數",statusDialog:{title:"LightRAG 伺服器設定",description:"查看目前系統狀態和連線資訊"},legend:"圖例",nodeTypes:{person:"人物角色",category:"分類",geo:"地理名稱",location:"位置",organization:"組織機構",event:"事件",equipment:"設備",weapon:"武器",animal:"動物",unknown:"未知",object:"物品",group:"群組",technology:"技術"},sideBar:{settings:{settings:"設定",healthCheck:"健康檢查",showPropertyPanel:"顯示屬性面板",showSearchBar:"顯示搜尋列",showNodeLabel:"顯示節點標籤",nodeDraggable:"節點可拖曳",showEdgeLabel:"顯示 Edge 標籤",hideUnselectedEdges:"隱藏未選取的 Edge",edgeEvents:"Edge 事件",maxQueryDepth:"最大查詢深度",maxNodes:"最大回傳節點數",maxLayoutIterations:"最大版面配置迭代次數",resetToDefault:"重設為預設值",edgeSizeRange:"Edge 粗細範圍",depth:"深度",max:"最大值",degree:"鄰邊",apiKey:"API key",enterYourAPIkey:"輸入您的 API key",save:"儲存",refreshLayout:"重新整理版面配置"},zoomControl:{zoomIn:"放大",zoomOut:"縮小",resetZoom:"重設縮放",rotateCamera:"順時針旋轉圖形",rotateCameraCounterClockwise:"逆時針旋轉圖形"},layoutsControl:{startAnimation:"繼續版面配置動畫",stopAnimation:"停止版面配置動畫",layoutGraph:"圖形版面配置",layouts:{Circular:"環形",Circlepack:"圓形打包",Random:"隨機",Noverlaps:"無重疊","Force Directed":"力導向","Force Atlas":"力圖"}},fullScreenControl:{fullScreen:"全螢幕",windowed:"視窗"},legendControl:{toggleLegend:"切換圖例顯示"}},statusIndicator:{connected:"已連線",disconnected:"未連線"},statusCard:{unavailable:"狀態資訊不可用",storageInfo:"儲存資訊",workingDirectory:"工作目錄",inputDirectory:"輸入目錄",llmConfig:"LLM 設定",llmBinding:"LLM 綁定",llmBindingHost:"LLM 綁定主機",llmModel:"LLM 模型",maxTokens:"最大權杖數",embeddingConfig:"嵌入設定",embeddingBinding:"嵌入綁定",embeddingBindingHost:"嵌入綁定主機",embeddingModel:"嵌入模型",storageConfig:"儲存設定",kvStorage:"KV 儲存",docStatusStorage:"文件狀態儲存",graphStorage:"圖形儲存",vectorStorage:"向量儲存"},propertiesView:{editProperty:"編輯{{property}}",editPropertyDescription:"在下方文字區域編輯屬性值。",errors:{duplicateName:"節點名稱已存在",updateFailed:"更新節點失敗",tryAgainLater:"請稍後重試"},success:{entityUpdated:"節點更新成功",relationUpdated:"關係更新成功"},node:{title:"節點",id:"ID",labels:"標籤",degree:"度數",properties:"屬性",relationships:"關係(子圖內)",expandNode:"展開節點",pruneNode:"修剪節點",deleteAllNodesError:"拒絕刪除圖中的所有節點",nodesRemoved:"已刪除 {{count}} 個節點，包括孤立節點",noNewNodes:"沒有發現可以展開的節點",propertyNames:{description:"描述",entity_id:"名稱",entity_type:"類型",source_id:"來源ID",Neighbour:"鄰接",file_path:"來源"}},edge:{title:"關係",id:"ID",type:"類型",source:"來源節點",target:"目標節點",properties:"屬性"}},search:{placeholder:"搜尋節點...",message:"還有 {count} 個"},graphLabels:{selectTooltip:"選擇查詢標籤",noLabels:"未找到標籤",label:"標籤",placeholder:"搜尋標籤...",andOthers:"還有 {count} 個",refreshTooltip:"重新載入圖形資料"},emptyGraph:"圖譜資料為空"},u0e={chatMessage:{copyTooltip:"複製到剪貼簿",copyError:"複製文字到剪貼簿失敗"},retrieval:{startPrompt:"輸入查詢開始檢索",clear:"清空",send:"送出",placeholder:"輸入查詢...",error:"錯誤：取得回應失敗"},querySettings:{parametersTitle:"參數",parametersDescription:"設定查詢參數",queryMode:"查詢模式",queryModeTooltip:`選擇檢索策略：
 • Naive：基礎搜尋，無進階技術
 • Local：上下文相關資訊檢索
 • Global：利用全域知識庫
 • Hybrid：結合本地和全域檢索
-• Mix：整合知識圖譜和向量檢索`,queryModeOptions:{naive:"Naive",local:"Local",global:"Global",hybrid:"Hybrid",mix:"Mix"},responseFormat:"回應格式",responseFormatTooltip:`定義回應格式。例如：
+• Mix：整合知識圖譜和向量檢索
+• Bypass：直接傳遞查詢到LLM，不進行檢索`,queryModeOptions:{naive:"Naive",local:"Local",global:"Global",hybrid:"Hybrid",mix:"Mix",bypass:"Bypass"},responseFormat:"回應格式",responseFormatTooltip:`定義回應格式。例如：
 • 多段落
 • 單段落
 • 重點`,responseFormatOptions:{multipleParagraphs:"多段落",singleParagraph:"單段落",bulletPoints:"重點"},topK:"Top K結果",topKTooltip:"檢索的前幾項結果數。在'local'模式下表示實體，在'global'模式下表示關係",topKPlaceholder:"結果數量",maxTokensTextUnit:"文字單元最大權杖數",maxTokensTextUnitTooltip:"每個檢索文字區塊允許的最大權杖數",maxTokensGlobalContext:"全域上下文最大權杖數",maxTokensGlobalContextTooltip:"全域檢索中關係描述的最大權杖數",maxTokensLocalContext:"本地上下文最大權杖數",maxTokensLocalContextTooltip:"本地檢索中實體描述的最大權杖數",historyTurns:"歷史輪次",historyTurnsTooltip:"回應上下文中考慮的完整對話輪次（使用者-助手對）數量",historyTurnsPlaceholder:"歷史輪次數",hlKeywords:"進階關鍵字",hlKeywordsTooltip:"檢索中優先考慮的進階關鍵字清單。用逗號分隔",hlkeywordsPlaceHolder:"輸入關鍵字",llKeywords:"基礎關鍵字",llKeywordsTooltip:"用於細化檢索重點的基礎關鍵字清單。用逗號分隔",onlyNeedContext:"僅需上下文",onlyNeedContextTooltip:"如果為True，僅回傳檢索到的上下文而不產生回應",onlyNeedPrompt:"僅需提示",onlyNeedPromptTooltip:"如果為True，僅回傳產生的提示而不產生回應",streamResponse:"串流回應",streamResponseTooltip:"如果為True，啟用即時串流輸出回應"}},d0e={loading:"正在載入 API 文件..."},p0e={title:"需要 API key",description:"請輸入您的 API key 以存取服務",placeholder:"請輸入 API key",save:"儲存"},f0e={settings:a0e,header:o0e,login:i0e,common:s0e,documentPanel:l0e,graphPanel:c0e,retrievePanel:u0e,apiSite:d0e,apiKeyAlert:p0e},g0e=()=>{var e;try{const t=localStorage.getItem("settings-storage");if(t)return((e=JSON.parse(t).state)==null?void 0:e.language)||"en"}catch(t){console.error("Failed to get stored language:",t)}return"en"};rn.use(NW).init({resources:{en:{translation:Rxe},zh:{translation:Fxe},fr:{translation:Wxe},ar:{translation:r0e},zh_TW:{translation:f0e}},lng:g0e(),fallbackLng:"en",interpolation:{escapeValue:!1},returnEmptyString:!1,returnNull:!1});Ie.subscribe(e=>{const t=e.language;rn.language!==t&&rn.changeLanguage(t)});Sq.createRoot(document.getElementById("root")).render(w.jsx(E.StrictMode,{children:w.jsx(QEe,{})}));
diff --git a/lightrag/api/webui/index.html b/lightrag/api/webui/index.html
index fad25362..24f06d04 100644
--- a/lightrag/api/webui/index.html
+++ b/lightrag/api/webui/index.html
@@ -8,7 +8,7 @@
     <link rel="icon" type="image/svg+xml" href="logo.png" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
     <title>Lightrag</title>
-    <script type="module" crossorigin src="/webui/assets/index-DNUbHVZW.js"></script>
+    <script type="module" crossorigin src="/webui/assets/index-CIRM3gxn.js"></script>
     <link rel="stylesheet" crossorigin href="/webui/assets/index-BJDb04H1.css">
   </head>
   <body>

From 017169b5711a39eca859ada2b3892b1effcb6866 Mon Sep 17 00:00:00 2001
From: yangdx <yangdx@znipower.com>
Date: Mon, 14 Apr 2025 13:29:56 +0800
Subject: [PATCH 19/20] Fix linting

---
 lightrag/api/routers/graph_routes.py | 20 +++++++++++++++-----
 1 file changed, 15 insertions(+), 5 deletions(-)

diff --git a/lightrag/api/routers/graph_routes.py b/lightrag/api/routers/graph_routes.py
index 9052dd1e..f02779df 100644
--- a/lightrag/api/routers/graph_routes.py
+++ b/lightrag/api/routers/graph_routes.py
@@ -41,7 +41,9 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
         except Exception as e:
             logger.error(f"Error getting graph labels: {str(e)}")
             logger.error(traceback.format_exc())
-            raise HTTPException(status_code=500, detail=f"Error getting graph labels: {str(e)}")
+            raise HTTPException(
+                status_code=500, detail=f"Error getting graph labels: {str(e)}"
+            )
 
     @router.get("/graphs", dependencies=[Depends(combined_auth)])
     async def get_knowledge_graph(
@@ -72,7 +74,9 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
         except Exception as e:
             logger.error(f"Error getting knowledge graph for label '{label}': {str(e)}")
             logger.error(traceback.format_exc())
-            raise HTTPException(status_code=500, detail=f"Error getting knowledge graph: {str(e)}")
+            raise HTTPException(
+                status_code=500, detail=f"Error getting knowledge graph: {str(e)}"
+            )
 
     @router.get("/graph/entity/exists", dependencies=[Depends(combined_auth)])
     async def check_entity_exists(
@@ -120,7 +124,9 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
                 "data": result,
             }
         except ValueError as ve:
-            logger.error(f"Validation error updating entity '{request.entity_name}': {str(ve)}")
+            logger.error(
+                f"Validation error updating entity '{request.entity_name}': {str(ve)}"
+            )
             raise HTTPException(status_code=400, detail=str(ve))
         except Exception as e:
             logger.error(f"Error updating entity '{request.entity_name}': {str(e)}")
@@ -151,10 +157,14 @@ def create_graph_routes(rag, api_key: Optional[str] = None):
                 "data": result,
             }
         except ValueError as ve:
-            logger.error(f"Validation error updating relation between '{request.source_id}' and '{request.target_id}': {str(ve)}")
+            logger.error(
+                f"Validation error updating relation between '{request.source_id}' and '{request.target_id}': {str(ve)}"
+            )
             raise HTTPException(status_code=400, detail=str(ve))
         except Exception as e:
-            logger.error(f"Error updating relation between '{request.source_id}' and '{request.target_id}': {str(e)}")
+            logger.error(
+                f"Error updating relation between '{request.source_id}' and '{request.target_id}': {str(e)}"
+            )
             logger.error(traceback.format_exc())
             raise HTTPException(
                 status_code=500, detail=f"Error updating relation: {str(e)}"

From fbc1b179a3b953d47f7550ec5a2f9cf488a8381b Mon Sep 17 00:00:00 2001
From: yangdx <yangdx@znipower.com>
Date: Mon, 14 Apr 2025 13:30:17 +0800
Subject: [PATCH 20/20] Bump api version to 0150

---
 lightrag/api/__init__.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/lightrag/api/__init__.py b/lightrag/api/__init__.py
index 53003ead..6ba40a2e 100644
--- a/lightrag/api/__init__.py
+++ b/lightrag/api/__init__.py
@@ -1 +1 @@
-__api_version__ = "0149"
+__api_version__ = "0150"