File size: 22,997 Bytes
aa2e6af
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
const { Constants, ForkOptions } = require('librechat-data-provider');

jest.mock('~/models/Conversation', () => ({
  getConvo: jest.fn(),
  bulkSaveConvos: jest.fn(),
}));

jest.mock('~/models/Message', () => ({
  getMessages: jest.fn(),
  bulkSaveMessages: jest.fn(),
}));

let mockIdCounter = 0;
jest.mock('uuid', () => {
  return {
    v4: jest.fn(() => {
      mockIdCounter++;
      return mockIdCounter.toString();
    }),
  };
});

const {
  forkConversation,
  splitAtTargetLevel,
  getAllMessagesUpToParent,
  getMessagesUpToTargetLevel,
} = require('./fork');
const { getConvo, bulkSaveConvos } = require('~/models/Conversation');
const { getMessages, bulkSaveMessages } = require('~/models/Message');
const BaseClient = require('~/app/clients/BaseClient');

/**
 *
 * @param {TMessage[]} messages - The list of messages to visualize.
 * @param {string | null} parentId - The parent message ID.
 * @param {string} prefix - The prefix to use for each line.
 * @returns
 */
function printMessageTree(messages, parentId = Constants.NO_PARENT, prefix = '') {
  let treeVisual = '';

  const childMessages = messages.filter((msg) => msg.parentMessageId === parentId);
  for (let index = 0; index < childMessages.length; index++) {
    const msg = childMessages[index];
    const isLast = index === childMessages.length - 1;
    const connector = isLast ? '└── ' : 'β”œβ”€β”€ ';

    treeVisual += `${prefix}${connector}[${msg.messageId}]: ${
      msg.parentMessageId !== Constants.NO_PARENT ? `Child of ${msg.parentMessageId}` : 'Root'
    }\n`;
    treeVisual += printMessageTree(messages, msg.messageId, prefix + (isLast ? '    ' : '|   '));
  }

  return treeVisual;
}

const mockMessages = [
  {
    messageId: '0',
    parentMessageId: Constants.NO_PARENT,
    text: 'Root message 1',
    createdAt: '2021-01-01',
  },
  {
    messageId: '1',
    parentMessageId: Constants.NO_PARENT,
    text: 'Root message 2',
    createdAt: '2021-01-01',
  },
  { messageId: '2', parentMessageId: '1', text: 'Child of 1', createdAt: '2021-01-02' },
  { messageId: '3', parentMessageId: '1', text: 'Child of 1', createdAt: '2021-01-03' },
  { messageId: '4', parentMessageId: '2', text: 'Child of 2', createdAt: '2021-01-04' },
  { messageId: '5', parentMessageId: '2', text: 'Child of 2', createdAt: '2021-01-05' },
  { messageId: '6', parentMessageId: '3', text: 'Child of 3', createdAt: '2021-01-06' },
  { messageId: '7', parentMessageId: '3', text: 'Child of 3', createdAt: '2021-01-07' },
  { messageId: '8', parentMessageId: '7', text: 'Child of 7', createdAt: '2021-01-07' },
];

const mockConversation = { convoId: 'abc123', title: 'Original Title' };

describe('forkConversation', () => {
  beforeEach(() => {
    jest.clearAllMocks();
    mockIdCounter = 0;
    getConvo.mockResolvedValue(mockConversation);
    getMessages.mockResolvedValue(mockMessages);
    bulkSaveConvos.mockResolvedValue(null);
    bulkSaveMessages.mockResolvedValue(null);
  });

  test('should fork conversation without branches', async () => {
    const result = await forkConversation({
      originalConvoId: 'abc123',
      targetMessageId: '3',
      requestUserId: 'user1',
      option: ForkOptions.DIRECT_PATH,
    });
    console.debug('forkConversation: direct path\n', printMessageTree(result.messages));

    // Reversed order due to setup in function
    const expectedMessagesTexts = ['Child of 1', 'Root message 2'];
    expect(getMessages).toHaveBeenCalled();
    expect(bulkSaveMessages).toHaveBeenCalledWith(
      expect.arrayContaining(
        expectedMessagesTexts.map((text) => expect.objectContaining({ text })),
      ),
    );
  });

  test('should fork conversation without branches (deeper)', async () => {
    const result = await forkConversation({
      originalConvoId: 'abc123',
      targetMessageId: '8',
      requestUserId: 'user1',
      option: ForkOptions.DIRECT_PATH,
    });
    console.debug('forkConversation: direct path (deeper)\n', printMessageTree(result.messages));

    const expectedMessagesTexts = ['Child of 7', 'Child of 3', 'Child of 1', 'Root message 2'];
    expect(getMessages).toHaveBeenCalled();
    expect(bulkSaveMessages).toHaveBeenCalledWith(
      expect.arrayContaining(
        expectedMessagesTexts.map((text) => expect.objectContaining({ text })),
      ),
    );
  });

  test('should fork conversation with branches', async () => {
    const result = await forkConversation({
      originalConvoId: 'abc123',
      targetMessageId: '3',
      requestUserId: 'user1',
      option: ForkOptions.INCLUDE_BRANCHES,
    });

    console.debug('forkConversation: include branches\n', printMessageTree(result.messages));

    const expectedMessagesTexts = ['Root message 2', 'Child of 1', 'Child of 1'];
    expect(getMessages).toHaveBeenCalled();
    expect(bulkSaveMessages).toHaveBeenCalledWith(
      expect.arrayContaining(
        expectedMessagesTexts.map((text) => expect.objectContaining({ text })),
      ),
    );
  });

  test('should fork conversation up to target level', async () => {
    const result = await forkConversation({
      originalConvoId: 'abc123',
      targetMessageId: '3',
      requestUserId: 'user1',
      option: ForkOptions.TARGET_LEVEL,
    });

    console.debug('forkConversation: target level\n', printMessageTree(result.messages));

    const expectedMessagesTexts = ['Root message 1', 'Root message 2', 'Child of 1', 'Child of 1'];
    expect(getMessages).toHaveBeenCalled();
    expect(bulkSaveMessages).toHaveBeenCalledWith(
      expect.arrayContaining(
        expectedMessagesTexts.map((text) => expect.objectContaining({ text })),
      ),
    );
  });

  test('should handle errors during message fetching', async () => {
    getMessages.mockRejectedValue(new Error('Failed to fetch messages'));

    await expect(
      forkConversation({
        originalConvoId: 'abc123',
        targetMessageId: '3',
        requestUserId: 'user1',
      }),
    ).rejects.toThrow('Failed to fetch messages');
  });
});

const mockMessagesComplex = [
  { messageId: '7', parentMessageId: Constants.NO_PARENT, text: 'Message 7' },
  { messageId: '8', parentMessageId: Constants.NO_PARENT, text: 'Message 8' },
  { messageId: '5', parentMessageId: '7', text: 'Message 5' },
  { messageId: '6', parentMessageId: '7', text: 'Message 6' },
  { messageId: '9', parentMessageId: '8', text: 'Message 9' },
  { messageId: '2', parentMessageId: '5', text: 'Message 2' },
  { messageId: '3', parentMessageId: '5', text: 'Message 3' },
  { messageId: '1', parentMessageId: '6', text: 'Message 1' },
  { messageId: '4', parentMessageId: '6', text: 'Message 4' },
  { messageId: '10', parentMessageId: '3', text: 'Message 10' },
];

describe('getMessagesUpToTargetLevel', () => {
  test('should get all messages up to target level', async () => {
    const result = getMessagesUpToTargetLevel(mockMessagesComplex, '5');
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      '[getMessagesUpToTargetLevel] should get all messages up to target level\n',
      mappedResult,
    );
    console.debug('mockMessages\n', printMessageTree(mockMessagesComplex));
    console.debug('result\n', printMessageTree(result));
    expect(mappedResult).toEqual(['7', '8', '5', '6', '9']);
  });

  test('should get all messages if target is deepest level', async () => {
    const result = getMessagesUpToTargetLevel(mockMessagesComplex, '10');
    expect(result.length).toEqual(mockMessagesComplex.length);
  });

  test('should return target if only message', async () => {
    const result = getMessagesUpToTargetLevel(
      [mockMessagesComplex[mockMessagesComplex.length - 1]],
      '10',
    );
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      '[getMessagesUpToTargetLevel] should return target if only message\n',
      mappedResult,
    );
    console.debug('mockMessages\n', printMessageTree(mockMessages));
    console.debug('result\n', printMessageTree(result));
    expect(mappedResult).toEqual(['10']);
  });

  test('should return empty array if target message ID does not exist', async () => {
    const result = getMessagesUpToTargetLevel(mockMessagesComplex, '123');
    expect(result).toEqual([]);
  });

  test('should return correct messages when target is a root message', async () => {
    const result = getMessagesUpToTargetLevel(mockMessagesComplex, '7');
    const mappedResult = result.map((msg) => msg.messageId);
    expect(mappedResult).toEqual(['7', '8']);
  });

  test('should correctly handle single message with non-matching ID', async () => {
    const singleMessage = [
      { messageId: '30', parentMessageId: Constants.NO_PARENT, text: 'Message 30' },
    ];
    const result = getMessagesUpToTargetLevel(singleMessage, '31');
    expect(result).toEqual([]);
  });

  test('should correctly handle case with circular dependencies', async () => {
    const circularMessages = [
      { messageId: '40', parentMessageId: '42', text: 'Message 40' },
      { messageId: '41', parentMessageId: '40', text: 'Message 41' },
      { messageId: '42', parentMessageId: '41', text: 'Message 42' },
    ];
    const result = getMessagesUpToTargetLevel(circularMessages, '40');
    const mappedResult = result.map((msg) => msg.messageId);
    expect(new Set(mappedResult)).toEqual(new Set(['40', '41', '42']));
  });

  test('should return all messages when all are interconnected and target is deep in hierarchy', async () => {
    const interconnectedMessages = [
      { messageId: '50', parentMessageId: Constants.NO_PARENT, text: 'Root Message' },
      { messageId: '51', parentMessageId: '50', text: 'Child Level 1' },
      { messageId: '52', parentMessageId: '51', text: 'Child Level 2' },
      { messageId: '53', parentMessageId: '52', text: 'Child Level 3' },
    ];
    const result = getMessagesUpToTargetLevel(interconnectedMessages, '53');
    const mappedResult = result.map((msg) => msg.messageId);
    expect(mappedResult).toEqual(['50', '51', '52', '53']);
  });
});

describe('getAllMessagesUpToParent', () => {
  const mockMessages = [
    { messageId: '11', parentMessageId: Constants.NO_PARENT, text: 'Message 11' },
    { messageId: '12', parentMessageId: Constants.NO_PARENT, text: 'Message 12' },
    { messageId: '13', parentMessageId: '11', text: 'Message 13' },
    { messageId: '14', parentMessageId: '12', text: 'Message 14' },
    { messageId: '15', parentMessageId: '13', text: 'Message 15' },
    { messageId: '16', parentMessageId: '13', text: 'Message 16' },
    { messageId: '21', parentMessageId: '13', text: 'Message 21' },
    { messageId: '17', parentMessageId: '14', text: 'Message 17' },
    { messageId: '18', parentMessageId: '16', text: 'Message 18' },
    { messageId: '19', parentMessageId: '18', text: 'Message 19' },
    { messageId: '20', parentMessageId: '19', text: 'Message 20' },
  ];

  test('should handle empty message list', async () => {
    const result = getAllMessagesUpToParent([], '10');
    expect(result).toEqual([]);
  });

  test('should handle target message not found', async () => {
    const result = getAllMessagesUpToParent(mockMessages, 'invalid-id');
    expect(result).toEqual([]);
  });

  test('should handle single level tree (no parents)', async () => {
    const result = getAllMessagesUpToParent(
      [
        { messageId: '11', parentMessageId: Constants.NO_PARENT, text: 'Message 11' },
        { messageId: '12', parentMessageId: Constants.NO_PARENT, text: 'Message 12' },
      ],
      '11',
    );
    const mappedResult = result.map((msg) => msg.messageId);
    expect(mappedResult).toEqual(['11']);
  });

  test('should correctly retrieve messages in a deeply nested structure', async () => {
    const result = getAllMessagesUpToParent(mockMessages, '20');
    const mappedResult = result.map((msg) => msg.messageId);
    expect(mappedResult).toContain('11');
    expect(mappedResult).toContain('13');
    expect(mappedResult).toContain('16');
    expect(mappedResult).toContain('18');
    expect(mappedResult).toContain('19');
    expect(mappedResult).toContain('20');
  });

  test('should return only the target message if it has no parent', async () => {
    const result = getAllMessagesUpToParent(mockMessages, '11');
    const mappedResult = result.map((msg) => msg.messageId);
    expect(mappedResult).toEqual(['11']);
  });

  test('should handle messages without a parent ID defined', async () => {
    const additionalMessages = [
      ...mockMessages,
      { messageId: '22', text: 'Message 22' }, // No parentMessageId field
    ];
    const result = getAllMessagesUpToParent(additionalMessages, '22');
    const mappedResult = result.map((msg) => msg.messageId);
    expect(mappedResult).toEqual(['22']);
  });

  test('should retrieve all messages from the target to the root (including indirect ancestors)', async () => {
    const result = getAllMessagesUpToParent(mockMessages, '18');
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      '[getAllMessagesUpToParent] should retrieve all messages from the target to the root\n',
      mappedResult,
    );
    console.debug('mockMessages\n', printMessageTree(mockMessages));
    console.debug('result\n', printMessageTree(result));
    expect(mappedResult).toEqual(['11', '13', '15', '16', '21', '18']);
  });

  test('should handle circular dependencies gracefully', () => {
    const mockMessages = [
      { messageId: '1', parentMessageId: '2' },
      { messageId: '2', parentMessageId: '3' },
      { messageId: '3', parentMessageId: '1' },
    ];

    const targetMessageId = '1';
    const result = getAllMessagesUpToParent(mockMessages, targetMessageId);

    const uniqueIds = new Set(result.map((msg) => msg.messageId));
    expect(uniqueIds.size).toBe(result.length);
    expect(result.map((msg) => msg.messageId).sort()).toEqual(['1', '2', '3'].sort());
  });

  test('should return target if only message', async () => {
    const result = getAllMessagesUpToParent([mockMessages[mockMessages.length - 1]], '20');
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      '[getAllMessagesUpToParent] should return target if only message\n',
      mappedResult,
    );
    console.debug('mockMessages\n', printMessageTree(mockMessages));
    console.debug('result\n', printMessageTree(result));
    expect(mappedResult).toEqual(['20']);
  });
});

describe('getMessagesForConversation', () => {
  const mockMessages = [
    { messageId: '11', parentMessageId: Constants.NO_PARENT, text: 'Message 11' },
    { messageId: '12', parentMessageId: Constants.NO_PARENT, text: 'Message 12' },
    { messageId: '13', parentMessageId: '11', text: 'Message 13' },
    { messageId: '14', parentMessageId: '12', text: 'Message 14' },
    { messageId: '15', parentMessageId: '13', text: 'Message 15' },
    { messageId: '16', parentMessageId: '13', text: 'Message 16' },
    { messageId: '21', parentMessageId: '13', text: 'Message 21' },
    { messageId: '17', parentMessageId: '14', text: 'Message 17' },
    { messageId: '18', parentMessageId: '16', text: 'Message 18' },
    { messageId: '19', parentMessageId: '18', text: 'Message 19' },
    { messageId: '20', parentMessageId: '19', text: 'Message 20' },
  ];

  test('should provide the direct path to the target without branches', async () => {
    const result = BaseClient.getMessagesForConversation({
      messages: mockMessages,
      parentMessageId: '18',
    });
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      '[getMessagesForConversation] should provide the direct path to the target without branches\n',
      mappedResult,
    );
    console.debug('mockMessages\n', printMessageTree(mockMessages));
    console.debug('result\n', printMessageTree(result));
    expect(new Set(mappedResult)).toEqual(new Set(['11', '13', '16', '18']));
  });

  test('should return target if only message', async () => {
    const result = BaseClient.getMessagesForConversation({
      messages: [mockMessages[mockMessages.length - 1]],
      parentMessageId: '20',
    });
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      '[getMessagesForConversation] should return target if only message\n',
      mappedResult,
    );
    console.debug('mockMessages\n', printMessageTree(mockMessages));
    console.debug('result\n', printMessageTree(result));
    expect(new Set(mappedResult)).toEqual(new Set(['20']));
  });

  test('should break on detecting a circular dependency', async () => {
    const mockMessagesWithCycle = [
      ...mockMessagesComplex,
      { messageId: '100', parentMessageId: '101', text: 'Message 100' },
      { messageId: '101', parentMessageId: '100', text: 'Message 101' }, // introduces circular dependency
    ];

    const result = BaseClient.getMessagesForConversation({
      messages: mockMessagesWithCycle,
      parentMessageId: '100',
    });
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      '[getMessagesForConversation] should break on detecting a circular dependency\n',
      mappedResult,
    );
    expect(mappedResult).toEqual(['101', '100']);
  });

  // Testing with mockMessagesComplex
  test('should correctly find the conversation path including root messages', async () => {
    const result = BaseClient.getMessagesForConversation({
      messages: mockMessagesComplex,
      parentMessageId: '2',
    });
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      '[getMessagesForConversation] should correctly find the conversation path including root messages\n',
      mappedResult,
    );
    expect(new Set(mappedResult)).toEqual(new Set(['7', '5', '2']));
  });

  // Testing summary feature
  test('should stop at summary if option is enabled', async () => {
    const messagesWithSummary = [
      ...mockMessagesComplex,
      { messageId: '11', parentMessageId: '7', text: 'Message 11', summary: 'Summary for 11' },
    ];

    const result = BaseClient.getMessagesForConversation({
      messages: messagesWithSummary,
      parentMessageId: '11',
      summary: true,
    });
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      '[getMessagesForConversation] should stop at summary if option is enabled\n',
      mappedResult,
    );
    expect(mappedResult).toEqual(['11']); // Should include only the summarizing message
  });

  // Testing no parent condition
  test('should return only the root message if no parent exists', async () => {
    const result = BaseClient.getMessagesForConversation({
      messages: mockMessagesComplex,
      parentMessageId: '8',
    });
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      '[getMessagesForConversation] should return only the root message if no parent exists\n',
      mappedResult,
    );
    expect(mappedResult).toEqual(['8']); // The message with no parent in the thread
  });
});

describe('splitAtTargetLevel', () => {
  /* const mockMessagesComplex = [
    { messageId: '7', parentMessageId: Constants.NO_PARENT, text: 'Message 7' },
    { messageId: '8', parentMessageId: Constants.NO_PARENT, text: 'Message 8' },
    { messageId: '5', parentMessageId: '7', text: 'Message 5' },
    { messageId: '6', parentMessageId: '7', text: 'Message 6' },
    { messageId: '9', parentMessageId: '8', text: 'Message 9' },
    { messageId: '2', parentMessageId: '5', text: 'Message 2' },
    { messageId: '3', parentMessageId: '5', text: 'Message 3' },
    { messageId: '1', parentMessageId: '6', text: 'Message 1' },
    { messageId: '4', parentMessageId: '6', text: 'Message 4' },
    { messageId: '10', parentMessageId: '3', text: 'Message 10' },
  ];

     mockMessages
    β”œβ”€β”€ [7]: Root
    |   β”œβ”€β”€ [5]: Child of 7
    |   |   β”œβ”€β”€ [2]: Child of 5
    |   |   └── [3]: Child of 5
    |   |       └── [10]: Child of 3
    |   └── [6]: Child of 7
    |       β”œβ”€β”€ [1]: Child of 6
    |       └── [4]: Child of 6
    └── [8]: Root
        └── [9]: Child of 8
  */
  test('should include target message level and all descendants (1/2)', () => {
    console.debug('splitAtTargetLevel: mockMessages\n', printMessageTree(mockMessagesComplex));
    const result = splitAtTargetLevel(mockMessagesComplex, '2');
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      'splitAtTargetLevel: include target message level and all descendants (1/2)\n',
      printMessageTree(result),
    );
    expect(mappedResult).toEqual(['2', '3', '1', '4', '10']);
  });

  test('should include target message level and all descendants (2/2)', () => {
    console.debug('splitAtTargetLevel: mockMessages\n', printMessageTree(mockMessagesComplex));
    const result = splitAtTargetLevel(mockMessagesComplex, '5');
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      'splitAtTargetLevel: include target message level and all descendants (2/2)\n',
      printMessageTree(result),
    );
    expect(mappedResult).toEqual(['5', '6', '9', '2', '3', '1', '4', '10']);
  });

  test('should handle when target message is root', () => {
    const result = splitAtTargetLevel(mockMessagesComplex, '7');
    console.debug('splitAtTargetLevel: target level is root message\n', printMessageTree(result));
    expect(result.length).toBe(mockMessagesComplex.length);
  });

  test('should handle when target message is deepest, lonely child', () => {
    const result = splitAtTargetLevel(mockMessagesComplex, '10');
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      'splitAtTargetLevel: target message is deepest, lonely child\n',
      printMessageTree(result),
    );
    expect(mappedResult).toEqual(['10']);
  });

  test('should handle when target level is last with many neighbors', () => {
    const mockMessages = [
      ...mockMessagesComplex,
      { messageId: '11', parentMessageId: '10', text: 'Message 11' },
      { messageId: '12', parentMessageId: '10', text: 'Message 12' },
      { messageId: '13', parentMessageId: '10', text: 'Message 13' },
      { messageId: '14', parentMessageId: '10', text: 'Message 14' },
      { messageId: '15', parentMessageId: '4', text: 'Message 15' },
      { messageId: '16', parentMessageId: '15', text: 'Message 15' },
    ];
    const result = splitAtTargetLevel(mockMessages, '11');
    const mappedResult = result.map((msg) => msg.messageId);
    console.debug(
      'splitAtTargetLevel: should handle when target level is last with many neighbors\n',
      printMessageTree(result),
    );
    expect(mappedResult).toEqual(['11', '12', '13', '14', '16']);
  });

  test('should handle non-existent target message', () => {
    // Non-existent message ID
    const result = splitAtTargetLevel(mockMessagesComplex, '99');
    expect(result.length).toBe(0);
  });
});