File size: 14,913 Bytes
b1ea792
be99f83
 
 
 
 
 
 
 
 
 
 
 
 
b1ea792
 
 
 
 
be99f83
 
3d90fa3
4f06073
a83cbb2
bdb8bf3
2bdad3e
a83cbb2
 
 
 
be99f83
 
b1ea792
be99f83
 
 
2653e84
b1ea792
be99f83
 
b1ea792
be99f83
970e973
4f06073
 
 
 
b1ea792
be99f83
b1ea792
 
36669dc
db19895
f8510ae
4f06073
 
 
 
 
06a1fe2
a83cbb2
2bdad3e
be99f83
 
ddd1aa2
2bdad3e
916a392
b1ea792
db19895
c298fc4
2bdad3e
2653e84
a83cbb2
2653e84
be99f83
 
 
8207a08
ddd1aa2
3d90fa3
b1ea792
ddd1aa2
 
 
2653e84
b1ea792
ddd1aa2
 
 
 
 
 
 
 
 
 
f8510ae
 
 
 
ddd1aa2
 
 
f8510ae
 
ddd1aa2
 
 
 
 
 
 
b1ea792
ddd1aa2
 
 
 
 
970e973
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
b1ea792
ddd1aa2
 
c298fc4
4a674c0
 
c298fc4
 
 
2bdad3e
 
 
36669dc
 
 
 
db19895
3d90fa3
 
db19895
 
 
36669dc
f8510ae
4f06073
 
f8510ae
3d90fa3
 
 
 
 
 
 
 
 
 
 
 
 
 
8828184
4f06073
8828184
 
3d90fa3
 
 
f8510ae
 
06a1fe2
64b1da0
f8510ae
64b1da0
8828184
 
 
 
 
64b1da0
 
 
 
 
06a1fe2
 
 
 
 
 
 
f8510ae
06a1fe2
 
 
a83cbb2
2bdad3e
 
4a674c0
2bdad3e
 
 
 
 
4a674c0
 
 
bdb8bf3
 
 
 
2bdad3e
4a674c0
 
2bdad3e
 
 
 
b1ea792
2bdad3e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ddd1aa2
 
 
 
 
 
 
 
 
4f06073
 
 
 
 
 
f8510ae
3d90fa3
f8510ae
3d90fa3
 
f8510ae
3d90fa3
 
 
 
 
 
 
 
 
 
 
 
 
 
8828184
4f06073
8828184
 
3d90fa3
 
 
f8510ae
ddd1aa2
 
 
 
916a392
 
 
 
36669dc
916a392
 
 
 
36669dc
916a392
36669dc
 
ddd1aa2
 
 
 
 
 
 
 
 
2bdad3e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ddd1aa2
 
 
4f06073
 
 
 
 
f859b0d
 
 
 
 
 
 
ddd1aa2
f859b0d
 
 
 
 
 
 
 
be99f83
f859b0d
ddd1aa2
f859b0d
 
 
 
 
ddd1aa2
4f06073
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
db19895
 
 
 
 
 
 
2653e84
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
a83cbb2
 
 
 
 
3d90fa3
ddd1aa2
 
be99f83
 
8207a08
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
import { RAGFlowNodeType } from '@/interfaces/database/flow';
import type {} from '@redux-devtools/extension';
import {
  Connection,
  Edge,
  EdgeChange,
  OnConnect,
  OnEdgesChange,
  OnNodesChange,
  OnSelectionChangeFunc,
  OnSelectionChangeParams,
  addEdge,
  applyEdgeChanges,
  applyNodeChanges,
} from '@xyflow/react';
import { omit } from 'lodash';
import differenceWith from 'lodash/differenceWith';
import intersectionWith from 'lodash/intersectionWith';
import lodashSet from 'lodash/set';
import { create } from 'zustand';
import { devtools } from 'zustand/middleware';
import { immer } from 'zustand/middleware/immer';
import { Operator, SwitchElseTo } from './constant';
import {
  duplicateNodeForm,
  generateDuplicateNode,
  generateNodeNamesWithIncreasingIndex,
  getOperatorIndex,
  isEdgeEqual,
} from './utils';

export type RFState = {
  nodes: RAGFlowNodeType[];
  edges: Edge[];
  selectedNodeIds: string[];
  selectedEdgeIds: string[];
  clickedNodeId: string; // currently selected node
  onNodesChange: OnNodesChange<RAGFlowNodeType>;
  onEdgesChange: OnEdgesChange;
  onConnect: OnConnect;
  setNodes: (nodes: RAGFlowNodeType[]) => void;
  setEdges: (edges: Edge[]) => void;
  setEdgesByNodeId: (nodeId: string, edges: Edge[]) => void;
  updateNodeForm: (
    nodeId: string,
    values: any,
    path?: (string | number)[],
  ) => RAGFlowNodeType[];
  onSelectionChange: OnSelectionChangeFunc;
  addNode: (nodes: RAGFlowNodeType) => void;
  getNode: (id?: string | null) => RAGFlowNodeType | undefined;
  addEdge: (connection: Connection) => void;
  getEdge: (id: string) => Edge | undefined;
  updateFormDataOnConnect: (connection: Connection) => void;
  updateSwitchFormData: (
    source: string,
    sourceHandle?: string | null,
    target?: string | null,
  ) => void;
  deletePreviousEdgeOfClassificationNode: (connection: Connection) => void;
  duplicateNode: (id: string, name: string) => void;
  duplicateIterationNode: (id: string, name: string) => void;
  deleteEdge: () => void;
  deleteEdgeById: (id: string) => void;
  deleteNodeById: (id: string) => void;
  deleteIterationNodeById: (id: string) => void;
  deleteEdgeBySourceAndSourceHandle: (connection: Partial<Connection>) => void;
  findNodeByName: (operatorName: Operator) => RAGFlowNodeType | undefined;
  updateMutableNodeFormItem: (id: string, field: string, value: any) => void;
  getOperatorTypeFromId: (id?: string | null) => string | undefined;
  getParentIdById: (id?: string | null) => string | undefined;
  updateNodeName: (id: string, name: string) => void;
  generateNodeName: (name: string) => string;
  setClickedNodeId: (id?: string) => void;
};

// this is our useStore hook that we can use in our components to get parts of the store and call actions
const useGraphStore = create<RFState>()(
  devtools(
    immer((set, get) => ({
      nodes: [] as RAGFlowNodeType[],
      edges: [] as Edge[],
      selectedNodeIds: [] as string[],
      selectedEdgeIds: [] as string[],
      clickedNodeId: '',
      onNodesChange: (changes) => {
        set({
          nodes: applyNodeChanges(changes, get().nodes),
        });
      },
      onEdgesChange: (changes: EdgeChange[]) => {
        set({
          edges: applyEdgeChanges(changes, get().edges),
        });
      },
      onConnect: (connection: Connection) => {
        const {
          deletePreviousEdgeOfClassificationNode,
          updateFormDataOnConnect,
        } = get();
        set({
          edges: addEdge(connection, get().edges),
        });
        deletePreviousEdgeOfClassificationNode(connection);
        updateFormDataOnConnect(connection);
      },
      onSelectionChange: ({ nodes, edges }: OnSelectionChangeParams) => {
        set({
          selectedEdgeIds: edges.map((x) => x.id),
          selectedNodeIds: nodes.map((x) => x.id),
        });
      },
      setNodes: (nodes: RAGFlowNodeType[]) => {
        set({ nodes });
      },
      setEdges: (edges: Edge[]) => {
        set({ edges });
      },
      setEdgesByNodeId: (nodeId: string, currentDownstreamEdges: Edge[]) => {
        const { edges, setEdges } = get();
        // the previous downstream edge of this node
        const previousDownstreamEdges = edges.filter(
          (x) => x.source === nodeId,
        );
        const isDifferent =
          previousDownstreamEdges.length !== currentDownstreamEdges.length ||
          !previousDownstreamEdges.every((x) =>
            currentDownstreamEdges.some(
              (y) =>
                y.source === x.source &&
                y.target === x.target &&
                y.sourceHandle === x.sourceHandle,
            ),
          ) ||
          !currentDownstreamEdges.every((x) =>
            previousDownstreamEdges.some(
              (y) =>
                y.source === x.source &&
                y.target === x.target &&
                y.sourceHandle === x.sourceHandle,
            ),
          );

        const intersectionDownstreamEdges = intersectionWith(
          previousDownstreamEdges,
          currentDownstreamEdges,
          isEdgeEqual,
        );
        if (isDifferent) {
          // other operator's edges
          const irrelevantEdges = edges.filter((x) => x.source !== nodeId);
          // the added downstream edges
          const selfAddedDownstreamEdges = differenceWith(
            currentDownstreamEdges,
            intersectionDownstreamEdges,
            isEdgeEqual,
          );
          setEdges([
            ...irrelevantEdges,
            ...intersectionDownstreamEdges,
            ...selfAddedDownstreamEdges,
          ]);
        }
      },
      addNode: (node: RAGFlowNodeType) => {
        set({ nodes: get().nodes.concat(node) });
      },
      getNode: (id?: string | null) => {
        return get().nodes.find((x) => x.id === id);
      },
      getOperatorTypeFromId: (id?: string | null) => {
        return get().getNode(id)?.data?.label;
      },
      getParentIdById: (id?: string | null) => {
        return get().getNode(id)?.parentId;
      },
      addEdge: (connection: Connection) => {
        set({
          edges: addEdge(connection, get().edges),
        });
        get().deletePreviousEdgeOfClassificationNode(connection);
        //  TODO: This may not be reasonable. You need to choose between listening to changes in the form.
        get().updateFormDataOnConnect(connection);
      },
      getEdge: (id: string) => {
        return get().edges.find((x) => x.id === id);
      },
      updateFormDataOnConnect: (connection: Connection) => {
        const { getOperatorTypeFromId, updateNodeForm, updateSwitchFormData } =
          get();
        const { source, target, sourceHandle } = connection;
        const operatorType = getOperatorTypeFromId(source);
        if (source) {
          switch (operatorType) {
            case Operator.Relevant:
              updateNodeForm(source, { [sourceHandle as string]: target });
              break;
            case Operator.Categorize:
              if (sourceHandle)
                updateNodeForm(source, target, [
                  'category_description',
                  sourceHandle,
                  'to',
                ]);
              break;
            case Operator.Switch: {
              updateSwitchFormData(source, sourceHandle, target);
              break;
            }
            default:
              break;
          }
        }
      },
      deletePreviousEdgeOfClassificationNode: (connection: Connection) => {
        // Delete the edge on the classification node or relevant node anchor when the anchor is connected to other nodes
        const { edges, getOperatorTypeFromId, deleteEdgeById } = get();
        // the node containing the anchor
        const anchoredNodes = [
          Operator.Categorize,
          Operator.Relevant,
          Operator.Switch,
        ];
        if (
          anchoredNodes.some(
            (x) => x === getOperatorTypeFromId(connection.source),
          )
        ) {
          const previousEdge = edges.find(
            (x) =>
              x.source === connection.source &&
              x.sourceHandle === connection.sourceHandle &&
              x.target !== connection.target,
          );
          if (previousEdge) {
            deleteEdgeById(previousEdge.id);
          }
        }
      },
      duplicateNode: (id: string, name: string) => {
        const { getNode, addNode, generateNodeName, duplicateIterationNode } =
          get();
        const node = getNode(id);

        if (node?.data.label === Operator.Iteration) {
          duplicateIterationNode(id, name);
          return;
        }

        addNode({
          ...(node || {}),
          data: {
            ...duplicateNodeForm(node?.data),
            name: generateNodeName(name),
          },
          ...generateDuplicateNode(node?.position, node?.data?.label),
        });
      },
      duplicateIterationNode: (id: string, name: string) => {
        const { getNode, generateNodeName, nodes } = get();
        const node = getNode(id);

        const iterationNode: RAGFlowNodeType = {
          ...(node || {}),
          data: {
            ...(node?.data || { label: Operator.Iteration, form: {} }),
            name: generateNodeName(name),
          },
          ...generateDuplicateNode(node?.position, node?.data?.label),
        };

        const children = nodes
          .filter((x) => x.parentId === node?.id)
          .map((x) => ({
            ...(x || {}),
            data: {
              ...duplicateNodeForm(x?.data),
              name: generateNodeName(x.data.name),
            },
            ...omit(generateDuplicateNode(x?.position, x?.data?.label), [
              'position',
            ]),
            parentId: iterationNode.id,
          }));

        set({ nodes: nodes.concat(iterationNode, ...children) });
      },
      deleteEdge: () => {
        const { edges, selectedEdgeIds } = get();
        set({
          edges: edges.filter((edge) =>
            selectedEdgeIds.every((x) => x !== edge.id),
          ),
        });
      },
      deleteEdgeById: (id: string) => {
        const {
          edges,
          updateNodeForm,
          getOperatorTypeFromId,
          updateSwitchFormData,
        } = get();
        const currentEdge = edges.find((x) => x.id === id);

        if (currentEdge) {
          const { source, sourceHandle } = currentEdge;
          const operatorType = getOperatorTypeFromId(source);
          // After deleting the edge, set the corresponding field in the node's form field to undefined
          switch (operatorType) {
            case Operator.Relevant:
              updateNodeForm(source, {
                [sourceHandle as string]: undefined,
              });
              break;
            case Operator.Categorize:
              if (sourceHandle)
                updateNodeForm(source, undefined, [
                  'category_description',
                  sourceHandle,
                  'to',
                ]);
              break;
            case Operator.Switch: {
              updateSwitchFormData(source, sourceHandle, undefined);
              break;
            }
            default:
              break;
          }
        }
        set({
          edges: edges.filter((edge) => edge.id !== id),
        });
      },
      deleteEdgeBySourceAndSourceHandle: ({
        source,
        sourceHandle,
      }: Partial<Connection>) => {
        const { edges } = get();
        const nextEdges = edges.filter(
          (edge) =>
            edge.source !== source || edge.sourceHandle !== sourceHandle,
        );
        set({
          edges: nextEdges,
        });
      },
      deleteNodeById: (id: string) => {
        const { nodes, edges } = get();
        set({
          nodes: nodes.filter((node) => node.id !== id),
          edges: edges
            .filter((edge) => edge.source !== id)
            .filter((edge) => edge.target !== id),
        });
      },
      deleteIterationNodeById: (id: string) => {
        const { nodes, edges } = get();
        const children = nodes.filter((node) => node.parentId === id);
        set({
          nodes: nodes.filter((node) => node.id !== id && node.parentId !== id),
          edges: edges.filter(
            (edge) =>
              edge.source !== id &&
              edge.target !== id &&
              !children.some(
                (child) => edge.source === child.id && edge.target === child.id,
              ),
          ),
        });
      },
      findNodeByName: (name: Operator) => {
        return get().nodes.find((x) => x.data.label === name);
      },
      updateNodeForm: (
        nodeId: string,
        values: any,
        path: (string | number)[] = [],
      ) => {
        const nextNodes = get().nodes.map((node) => {
          if (node.id === nodeId) {
            let nextForm: Record<string, unknown> = { ...node.data.form };
            if (path.length === 0) {
              nextForm = Object.assign(nextForm, values);
            } else {
              lodashSet(nextForm, path, values);
            }
            return {
              ...node,
              data: {
                ...node.data,
                form: nextForm,
              },
            } as any;
          }

          return node;
        });
        set({
          nodes: nextNodes,
        });

        return nextNodes;
      },
      updateSwitchFormData: (source, sourceHandle, target) => {
        const { updateNodeForm } = get();
        if (sourceHandle) {
          if (sourceHandle === SwitchElseTo) {
            updateNodeForm(source, target, [SwitchElseTo]);
          } else {
            const operatorIndex = getOperatorIndex(sourceHandle);
            if (operatorIndex) {
              updateNodeForm(source, target, [
                'conditions',
                Number(operatorIndex) - 1, // The index is the conditions form index
                'to',
              ]);
            }
          }
        }
      },
      updateMutableNodeFormItem: (id: string, field: string, value: any) => {
        const { nodes } = get();
        const idx = nodes.findIndex((x) => x.id === id);
        if (idx) {
          lodashSet(nodes, [idx, 'data', 'form', field], value);
        }
      },
      updateNodeName: (id, name) => {
        if (id) {
          set({
            nodes: get().nodes.map((node) => {
              if (node.id === id) {
                node.data.name = name;
              }

              return node;
            }),
          });
        }
      },
      setClickedNodeId: (id?: string) => {
        set({ clickedNodeId: id });
      },
      generateNodeName: (name: string) => {
        const { nodes } = get();

        return generateNodeNamesWithIncreasingIndex(name, nodes);
      },
    })),
    { name: 'graph' },
  ),
);

export default useGraphStore;