libs/shared/lib/components/inputs/index.tsx

@@ -448,7 +448,7 @@ export const CheckboxInput = ({ label, value, options, onChange, tooltip }: Chec
 export const BooleanInput = ({ label, value, onChange, tooltip, info, size, required, className }: BooleanProps) => {
   return (
     <Tooltip>
-      <TooltipTrigger className={className + 'w-full flex justify-between'}>
+      <TooltipTrigger className={className + ' w-full flex justify-between'}>
         {label && (
           <label className="label p-0">
             <span

libs/shared/lib/querybuilder/pills/customFlowPills/entitypill/QueryEntityPill.tsx

@@ -19,11 +19,7 @@ import { EntityPill } from '@graphpolaris/shared/lib/components/pills';
 import { Handle, Position, useUpdateNodeInternals } from 'reactflow';
 import { NodeAttribute, SchemaReactflowEntityNode, toHandleId } from '../../../model';
 import { PillAttributes } from '../../pillattributes/PillAttributes';
-import { DropdownTrigger, DropdownContainer, DropdownItemContainer, DropdownItem } from '@graphpolaris/shared/lib/components/dropdowns';
-import { PopoverContext } from '@graphpolaris/shared/lib/components/layout/Popover';
-import { useDispatch } from 'react-redux';
-import { isEqual } from 'lodash-es';
-import { getDataTypeIcon } from '@graphpolaris/shared/lib/components/DataTypeIcon';
+import { uniqBy } from 'lodash-es';
 
 /**
  * Component to render an entity flow element
@@ -43,6 +39,7 @@ export const QueryEntityPill = React.memo((node: SchemaReactflowEntityNode) => {
     [graph],
   );
 
+  const uniqueAttributes = useMemo(() => uniqBy(data.attributes, (attr) => attr.handleData.attributeName), [data.attributes]);
   const unionType = useQuerybuilderUnionTypes()[node.id];
 
   return (
@@ -75,7 +72,7 @@ export const QueryEntityPill = React.memo((node: SchemaReactflowEntityNode) => {
         {data?.attributes && (
           <PillAttributes
             node={node}
-            attributes={data.attributes}
+            attributes={uniqueAttributes}
             attributeEdges={attributeEdges.map((edge) => edge?.attributes)}
             unionType={unionType}
           />

libs/shared/lib/statistics/graphStatistics.ts

@@ -10,12 +10,14 @@ const getGraphStatistics = (graph: GraphQueryResultFromBackend): GraphStatistics
 
   const density = n_nodes < 2 ? 0 : (n_edges * 2) / (n_nodes * (n_nodes - 1));
 
+  // general nodes and edges statistics
   const metaData: GraphStatistics = {
     topological: { density, self_loops: 0 },
     nodes: { labels: [], count: n_nodes, types: {} },
     edges: { labels: [], count: n_edges, types: {} },
   };
 
+  // attributes based statistics
   nodes.forEach((node) => {
     const nodeType = getNodeLabel(node);
     if (!metaData.nodes.labels.includes(nodeType)) {
@@ -25,7 +27,6 @@ const getGraphStatistics = (graph: GraphQueryResultFromBackend): GraphStatistics
     if (!metaData.nodes.types[nodeType]) {
       metaData.nodes.types[nodeType] = { count: 0, attributes: {} };
     }
-
     metaData.nodes.types[nodeType].count++;
 
     Object.entries(node.attributes).forEach(([attributeId, attributeValue]) => {
@@ -34,7 +35,6 @@ const getGraphStatistics = (graph: GraphQueryResultFromBackend): GraphStatistics
       if (!metaData.nodes.types[nodeType].attributes[attributeId]) {
         metaData.nodes.types[nodeType].attributes[attributeId] = { attributeType, statistics: initializeStatistics(attributeType) };
       }
-
       updateStatistics(metaData.nodes.types[nodeType].attributes[attributeId], attributeValue);
     });
   });

libs/shared/lib/statistics/statistics.types.ts

@@ -67,6 +67,7 @@ type CategoricalStats = {
   uniqueItems: number;
   values: string[];
   mode: string;
+  count: number;
 };
 
 type TemporalStats = {
@@ -77,6 +78,7 @@ type TemporalStats = {
 
 type ArrayStats = {
   length: number;
+  count: number;
 };
 
 type ObjectStats = {

libs/shared/lib/statistics/tests/attributeStats.spec.ts

@@ -12,10 +12,11 @@ import type { ArrayStats, BooleanStats, CategoricalStats, NumericalStats, Tempor
 
 describe('updateArrayStats', () => {
   it('should update the length of the array', () => {
-    const stats: ArrayStats = { length: 0 };
+    const stats: ArrayStats = { length: 0, count: 0 };
     const value = [1, 2, 3];
     updateArrayStats(stats, value);
     expect(stats.length).toBe(3);
+    expect(stats.count).toBe(1);
   });
 });
 
@@ -37,7 +38,7 @@ describe('updateBooleanStats', () => {
 
 describe('updateCategoricalStats', () => {
   it('should update mode and unique items count', () => {
-    const stats: CategoricalStats = { uniqueItems: 0, values: [], mode: '' };
+    const stats: CategoricalStats = { uniqueItems: 0, values: [], mode: '', count: 0 };
     updateCategoricalStats(stats, 'apple');
     updateCategoricalStats(stats, 'banana');
     updateCategoricalStats(stats, 'apple');
@@ -45,6 +46,7 @@ describe('updateCategoricalStats', () => {
     expect(stats.values).toEqual(['apple', 'banana', 'apple']);
     expect(stats.uniqueItems).toBe(2);
     expect(stats.mode).toBe('apple');
+    expect(stats.count).toBe(3);
   });
 });
 
@@ -86,7 +88,7 @@ describe('updateObjectStats', () => {
 describe('initializeStatistics', () => {
   it('should initialize statistics for string type', () => {
     const stats = initializeStatistics('string');
-    expect(stats).toEqual({ uniqueItems: 0, values: [], mode: '' });
+    expect(stats).toEqual({ uniqueItems: 0, values: [], mode: '', count: 0 });
   });
 
   it('should initialize statistics for boolean type', () => {
@@ -96,7 +98,7 @@ describe('initializeStatistics', () => {
 
   it('should initialize statistics for number type', () => {
     const stats = initializeStatistics('number');
-    expect(stats).toEqual({ min: Infinity, max: -Infinity, average: 0 });
+    expect(stats).toEqual({ min: Infinity, max: -Infinity, average: 0, count: 0 });
   });
 
   it('should throw an error for an unknown type', () => {

libs/shared/lib/statistics/utils/attributeStats/array.ts

@@ -2,6 +2,7 @@ import { ArrayStats } from '../../statistics.types';
 
 const updateArrayStats = (stats: ArrayStats, value: any[]) => {
   stats.length = value.length;
+  stats.count++;
 };
 
 export { updateArrayStats };

libs/shared/lib/statistics/utils/attributeStats/categorical.ts

@@ -11,6 +11,7 @@ const updateCategoricalStats = (stats: CategoricalStats, value: string | boolean
     frequencyMap[val] = (frequencyMap[val] || 0) + 1;
   });
   stats.mode = Object.keys(frequencyMap).reduce((a, b) => (frequencyMap[a] > frequencyMap[b] ? a : b));
+  stats.count++;
 };
 
 export { updateCategoricalStats };

libs/shared/lib/statistics/utils/attributeStats/initialize.ts

@@ -7,6 +7,7 @@ const initializeStatistics = <T extends AttributeType>(type: T): AttributeTypeSt
         uniqueItems: 0,
         values: [],
         mode: '',
+        count: 0,
       } as unknown as AttributeTypeStats<T>;
     case 'boolean':
       return {
@@ -18,6 +19,7 @@ const initializeStatistics = <T extends AttributeType>(type: T): AttributeTypeSt
         min: Infinity,
         max: -Infinity,
         average: 0,
+        count: 0,
       } as unknown as AttributeTypeStats<T>;
     case 'date':
     case 'time':
@@ -31,6 +33,7 @@ const initializeStatistics = <T extends AttributeType>(type: T): AttributeTypeSt
     case 'array':
       return {
         length: 0,
+        count: 0,
       } as unknown as AttributeTypeStats<T>;
     case 'object':
       return {

libs/shared/lib/vis/visualizations/paohvis/paohvis.tsx

@@ -1124,14 +1124,22 @@ const PaohSettings = ({ settings, graphMetadata, updateSettings }: Visualization
           label="Row jump sensitivity"
           value={settings.rowJumpAmount}
           onChange={(val) => updateSettings({ rowJumpAmount: val })}
+          containerClassName="pt-2"
         />
         <Input
           type="number"
           label="Column jump sensitivity"
           value={settings.colJumpAmount}
           onChange={(val) => updateSettings({ colJumpAmount: val })}
+          containerClassName="pt-2"
+        />
+        <Input
+          type="boolean"
+          label="Merge Data"
+          value={settings.mergeData}
+          onChange={(val) => updateSettings({ mergeData: val })}
+          className="pt-2"
         />
-        <Input type="boolean" label="Merge Data" value={settings.mergeData} onChange={(val) => updateSettings({ mergeData: val })} />
       </div>
     </SettingsContainer>
   );