fix: improve graph zoom control and node expansion functionality

• Fix container padding in zoom calculation
• Extract node size update into helper fn
• Update node sizes for empty expansions

lightrag_webui/src/components/graph/ZoomControl.tsx

@@ -4,7 +4,6 @@ import Button from '@/components/ui/Button'
 import { ZoomInIcon, ZoomOutIcon, FullscreenIcon } from 'lucide-react'
 import { controlButtonVariant } from '@/lib/constants'
 import { useTranslation } from 'react-i18next';
-import { combine } from 'zustand/middleware'
 
 /**
  * Component that provides zoom controls for the graph viewer.
@@ -67,8 +66,8 @@ const ZoomControl = () => {
 
       // Calculate base scale
       const scale = Math.min(
-        (containerWidth - containerPadding) / width,
+        (containerWidth - containerPadding * 2) / width,
-        (containerHeight - containerPadding) / height
+        (containerHeight - containerPadding * 2) / height
       )
       // Apply scaling factor (just don't know why)
       const ratio = (1 / scale) * 10

lightrag_webui/src/hooks/useLightragGraph.tsx

@@ -475,8 +475,35 @@ const useLightrangeGraph = () => {
           }
         }
 
+        // Helper function to update node sizes
+        const updateNodeSizes = (
+          sigmaGraph: DirectedGraph,
+          nodesWithDiscardedEdges: Set<string>,
+          minDegree: number,
+          range: number,
+          scale: number
+        ) => {
+          for (const nodeId of nodesWithDiscardedEdges) {
+            if (sigmaGraph.hasNode(nodeId)) {
+              let newDegree = sigmaGraph.degree(nodeId);
+              newDegree += 1; // Add +1 for discarded edges
+
+              const newSize = Math.round(
+                Constants.minNodeSize + scale * Math.pow((newDegree - minDegree) / range, 0.5)
+              );
+
+              const currentSize = sigmaGraph.getNodeAttribute(nodeId, 'size');
+
+              if (newSize > currentSize) {
+                sigmaGraph.setNodeAttribute(nodeId, 'size', newSize);
+              }
+            }
+          }
+        };
+
         // If no new connectable nodes found, show toast and return
         if (nodesToAdd.size === 0) {
+          updateNodeSizes(sigmaGraph, nodesWithDiscardedEdges, minDegree, range, scale);
           toast.info(t('graphPanel.propertiesView.node.noNewNodes'));
           return;
         }
@@ -577,26 +604,7 @@ const useLightrangeGraph = () => {
         searchCache.searchEngine = null;
 
         // Update sizes for all nodes with discarded edges
-        for (const nodeId of nodesWithDiscardedEdges) {
+        updateNodeSizes(sigmaGraph, nodesWithDiscardedEdges, minDegree, range, scale);
-          if (sigmaGraph.hasNode(nodeId)) {
-            // Get the new degree of the node
-            let newDegree = sigmaGraph.degree(nodeId);
-            newDegree += 1; // Add +1 for discarded edges
-
-            // Calculate new size for the node
-            const newSize = Math.round(
-              Constants.minNodeSize + scale * Math.pow((newDegree - minDegree) / range, 0.5)
-            );
-
-            // Get current size
-            const currentSize = sigmaGraph.getNodeAttribute(nodeId, 'size');
-
-            // Only update if new size is larger
-            if (newSize > currentSize) {
-              sigmaGraph.setNodeAttribute(nodeId, 'size', newSize);
-            }
-          }
-        }
 
       } catch (error) {
         console.error('Error expanding node:', error);