LibreChat/client/src/utils/convos.spec.ts

import { Constants } from 'librechat-data-provider';
import type { TConversation, ConversationData } from 'librechat-data-provider';
import {
  dateKeys,
  addConversation,
  updateConvoFields,
  updateConversation,
  deleteConversation,
  findPageForConversation,
  groupConversationsByDate,
} from './convos';
import { convoData } from './convos.fakeData';
import { normalizeData } from './collection';

jest.mock('date-fns', () => {
  const actual = jest.requireActual('date-fns');
  return {
    ...actual,
    startOfToday: jest.fn(() => new Date('2023-07-15T00:00:00Z')),
  };
});

describe('Conversation Utilities', () => {
  describe('groupConversationsByDate', () => {
    it('groups conversations by date correctly', () => {
      const conversations = [
        { conversationId: '1', updatedAt: '2023-04-01T12:00:00Z' },
        { conversationId: '2', updatedAt: new Date().toISOString() },
        { conversationId: '3', updatedAt: new Date(Date.now() - 86400000).toISOString() }, // 86400 seconds ago = yesterday
        { conversationId: '4', updatedAt: new Date(Date.now() - 86400000 * 2).toISOString() }, // 2 days ago (previous 7 days)
        { conversationId: '5', updatedAt: new Date(Date.now() - 86400000 * 8).toISOString() }, // 8 days ago (previous 30 days)
      ];
      const grouped = groupConversationsByDate(conversations as TConversation[]);
      expect(grouped[0][0]).toBe(dateKeys.today);
      expect(grouped[0][1]).toHaveLength(1);
      expect(grouped[1][0]).toBe(dateKeys.yesterday);
      expect(grouped[1][1]).toHaveLength(1);
      expect(grouped[2][0]).toBe(dateKeys.previous7Days);
      expect(grouped[2][1]).toHaveLength(1);
      expect(grouped[3][0]).toBe(dateKeys.previous30Days);
      expect(grouped[3][1]).toHaveLength(1);
      expect(grouped[4][0]).toBe(' 2023');
      expect(grouped[4][1]).toHaveLength(1);
    });

    it('groups conversations correctly across multiple years', () => {
      const fixedDate = new Date('2023-07-15T12:00:00Z');
      const conversations = [
        { conversationId: '1', updatedAt: '2023-07-15T10:00:00Z' }, // Today
        { conversationId: '2', updatedAt: '2023-07-14T12:00:00Z' }, // Yesterday
        { conversationId: '3', updatedAt: '2023-07-08T12:00:00Z' }, // This week
        { conversationId: '4', updatedAt: '2023-07-01T12:00:00Z' }, // This month (within last 30 days)
        { conversationId: '5', updatedAt: '2023-06-01T12:00:00Z' }, // Last month
        { conversationId: '6', updatedAt: '2023-01-01T12:00:00Z' }, // This year, January
        { conversationId: '7', updatedAt: '2022-12-01T12:00:00Z' }, // Last year, December
        { conversationId: '8', updatedAt: '2022-06-01T12:00:00Z' }, // Last year, June
        { conversationId: '9', updatedAt: '2021-12-01T12:00:00Z' }, // Two years ago
        { conversationId: '10', updatedAt: '2020-06-01T12:00:00Z' }, // Three years ago
      ];

      // Mock Date.now
      const originalDateNow = Date.now;
      Date.now = jest.fn(() => fixedDate.getTime());

      const grouped = groupConversationsByDate(conversations as TConversation[]);

      // Restore Date.now
      Date.now = originalDateNow;

      const expectedGroups = [
        dateKeys.today,
        dateKeys.yesterday,
        dateKeys.previous7Days,
        dateKeys.previous30Days,
        dateKeys.june,
        dateKeys.january,
        ' 2022',
        ' 2021',
        ' 2020',
      ];

      expect(grouped.map(([key]) => key)).toEqual(expectedGroups);

      // Helper function to safely get group length
      const getGroupLength = (key: string) => grouped.find(([k]) => k === key)?.[1]?.length ?? 0;

      // Check specific group contents
      expect(getGroupLength(dateKeys.today)).toBe(1);
      expect(getGroupLength(dateKeys.yesterday)).toBe(1);
      expect(getGroupLength(dateKeys.previous7Days)).toBe(1);
      expect(getGroupLength(dateKeys.previous30Days)).toBe(1);
      expect(getGroupLength(dateKeys.june)).toBe(1);
      expect(getGroupLength(dateKeys.january)).toBe(1);
      expect(getGroupLength(' 2022')).toBe(2); // December and June 2022
      expect(getGroupLength(' 2021')).toBe(1);
      expect(getGroupLength(' 2020')).toBe(1);

      // Check that all conversations are accounted for
      const totalGroupedConversations = grouped.reduce(
        (total, [, convos]) => total + convos.length,
        0,
      );
      expect(totalGroupedConversations).toBe(conversations.length);
    });

    it('returns an empty array for no conversations', () => {
      expect(groupConversationsByDate([])).toEqual([]);
    });

    it('skips conversations with duplicate conversationIds', () => {
      const conversations = [
        { conversationId: '1', updatedAt: '2023-12-01T12:00:00Z' }, // " 2023"
        { conversationId: '2', updatedAt: '2023-11-25T12:00:00Z' }, // " 2023"
        { conversationId: '1', updatedAt: '2023-11-20T12:00:00Z' }, // Should be skipped because of duplicate ID
        { conversationId: '3', updatedAt: '2022-12-01T12:00:00Z' }, // " 2022"
      ];

      const grouped = groupConversationsByDate(conversations as TConversation[]);

      expect(grouped).toEqual(
        expect.arrayContaining([
          expect.arrayContaining([' 2023', expect.arrayContaining(conversations.slice(0, 2))]),
          expect.arrayContaining([' 2022', expect.arrayContaining([conversations[3]])]),
        ]),
      );

      // No duplicate IDs are present
      const allGroupedIds = grouped.flatMap(([, convs]) => convs.map((c) => c.conversationId));
      const uniqueIds = [...new Set(allGroupedIds)];
      expect(allGroupedIds.length).toBe(uniqueIds.length);
    });

    it('sorts conversations by month correctly', () => {
      const conversations = [
        { conversationId: '1', updatedAt: '2023-01-01T12:00:00Z' }, // January 2023
        { conversationId: '2', updatedAt: '2023-12-01T12:00:00Z' }, // December 2023
        { conversationId: '3', updatedAt: '2023-02-01T12:00:00Z' }, // February 2023
        { conversationId: '4', updatedAt: '2023-11-01T12:00:00Z' }, // November 2023
        { conversationId: '5', updatedAt: '2022-12-01T12:00:00Z' }, // December 2022
      ];

      const grouped = groupConversationsByDate(conversations as TConversation[]);

      // Check if the years are in the correct order (most recent first)
      expect(grouped.map(([key]) => key)).toEqual([' 2023', ' 2022']);

      // Check if conversations within 2023 are sorted correctly by month
      const conversationsIn2023 = grouped[0][1];
      const monthsIn2023 = conversationsIn2023.map((c) => new Date(c.updatedAt).getMonth());
      expect(monthsIn2023).toEqual([11, 10, 1, 0]); // December (11), November (10), February (1), January (0)

      // Check if the conversation from 2022 is in its own group
      expect(grouped[1][1].length).toBe(1);
      expect(new Date(grouped[1][1][0].updatedAt).getFullYear()).toBe(2022);
    });

    it('handles conversations from multiple years correctly', () => {
      const conversations = [
        { conversationId: '1', updatedAt: '2023-01-01T12:00:00Z' }, // January 2023
        { conversationId: '2', updatedAt: '2022-12-01T12:00:00Z' }, // December 2022
        { conversationId: '3', updatedAt: '2021-06-01T12:00:00Z' }, // June 2021
        { conversationId: '4', updatedAt: '2023-06-01T12:00:00Z' }, // June 2023
        { conversationId: '5', updatedAt: '2021-12-01T12:00:00Z' }, // December 2021
      ];

      const grouped = groupConversationsByDate(conversations as TConversation[]);

      expect(grouped.map(([key]) => key)).toEqual([' 2023', ' 2022', ' 2021']);
      expect(grouped[0][1].map((c) => new Date(c.updatedAt).getMonth())).toEqual([5, 0]); // June, January
      expect(grouped[1][1].map((c) => new Date(c.updatedAt).getMonth())).toEqual([11]); // December
      expect(grouped[2][1].map((c) => new Date(c.updatedAt).getMonth())).toEqual([11, 5]); // December, June
    });

    it('handles conversations from the same month correctly', () => {
      const conversations = [
        { conversationId: '1', updatedAt: '2023-06-01T12:00:00Z' },
        { conversationId: '2', updatedAt: '2023-06-15T12:00:00Z' },
        { conversationId: '3', updatedAt: '2023-06-30T12:00:00Z' },
      ];

      const grouped = groupConversationsByDate(conversations as TConversation[]);

      expect(grouped.length).toBe(1);
      expect(grouped[0][0]).toBe(' 2023');
      expect(grouped[0][1].map((c) => c.conversationId)).toEqual(['3', '2', '1']);
    });

    it('handles conversations from today, yesterday, and previous days correctly', () => {
      const today = new Date();
      const yesterday = new Date(today);
      yesterday.setDate(yesterday.getDate() - 1);
      const twoDaysAgo = new Date(today);
      twoDaysAgo.setDate(twoDaysAgo.getDate() - 2);

      const conversations = [
        { conversationId: '1', updatedAt: today.toISOString() },
        { conversationId: '2', updatedAt: yesterday.toISOString() },
        { conversationId: '3', updatedAt: twoDaysAgo.toISOString() },
      ];

      const grouped = groupConversationsByDate(conversations as TConversation[]);

      expect(grouped.map(([key]) => key)).toEqual([
        dateKeys.today,
        dateKeys.yesterday,
        dateKeys.previous7Days,
      ]);
    });

    it('handles conversations with null or undefined updatedAt correctly', () => {
      const conversations = [
        { conversationId: '1', updatedAt: '2023-06-01T12:00:00Z' },
        { conversationId: '2', updatedAt: null },
        { conversationId: '3', updatedAt: undefined },
      ];

      const grouped = groupConversationsByDate(conversations as TConversation[]);

      expect(grouped.length).toBe(2); // One group for 2023 and one for today (null/undefined dates)
      expect(grouped[0][0]).toBe(dateKeys.today);
      expect(grouped[0][1].length).toBe(2); // Two conversations with null/undefined dates
      expect(grouped[1][0]).toBe(' 2023');
      expect(grouped[1][1].length).toBe(1); // One conversation from 2023
    });

    it('handles an empty array of conversations', () => {
      const grouped = groupConversationsByDate([]);

      expect(grouped).toEqual([]);
    });

    it('correctly groups and sorts conversations for every month of the year', () => {
      const months = [
        'january',
        'february',
        'march',
        'april',
        'may',
        'june',
        'july',
        'august',
        'september',
        'october',
        'november',
        'december',
      ];

      // Create conversations for each month in both 2023 and 2022
      const conversations = months.flatMap((month, index) => [
        {
          conversationId: `2023-${month}`,
          updatedAt: `2023-${String(index + 1).padStart(2, '0')}-15T12:00:00Z`,
        },
        {
          conversationId: `2022-${month}`,
          updatedAt: `2022-${String(index + 1).padStart(2, '0')}-15T12:00:00Z`,
        },
      ]);

      const grouped = groupConversationsByDate(conversations as TConversation[]);

      // Check that we have two year groups
      expect(grouped.length).toBe(2);

      // Check 2023 months
      const group2023 = grouped.find(([key]) => key === ' 2023') ?? [];
      expect(group2023).toBeDefined();
      const grouped2023 = group2023[1];
      expect(grouped2023?.length).toBe(12);
      expect(grouped2023?.map((c) => new Date(c.updatedAt).getMonth())).toEqual([
        11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0,
      ]);

      // Check 2022 months
      const group2022 = grouped.find(([key]) => key === ' 2022') ?? [];
      expect(group2022).toBeDefined();
      const grouped2022 = group2022[1];
      expect(grouped2022?.length).toBe(12);
      expect(grouped2022?.map((c) => new Date(c.updatedAt).getMonth())).toEqual([
        11, 10, 9, 8, 7, 6, 5, 4, 3, 2, 1, 0,
      ]);

      // Check that all conversations are accounted for
      const totalGroupedConversations =
        // eslint-disable-next-line @typescript-eslint/no-unused-vars
        grouped.reduce((total, [_, convos]) => total + convos.length, 0);
      expect(totalGroupedConversations).toBe(conversations.length);

      // Check that the years are in the correct order
      const yearOrder = grouped.map(([key]) => key);
      expect(yearOrder).toEqual([' 2023', ' 2022']);
    });
  });

  describe('addConversation', () => {
    it('adds a new conversation to the top of the list', () => {
      const data = { pages: [{ conversations: [] }] };
      const newConversation = {
        conversationId: Constants.NEW_CONVO,
        updatedAt: '2023-04-02T12:00:00Z',
      };
      const newData = addConversation(
        data as unknown as ConversationData,
        newConversation as TConversation,
      );
      expect(newData.pages[0].conversations).toHaveLength(1);
      expect(newData.pages[0].conversations[0].conversationId).toBe(Constants.NEW_CONVO);
    });
  });

  describe('updateConversation', () => {
    it('updates an existing conversation and moves it to the top', () => {
      const initialData = {
        pages: [
          {
            conversations: [
              { conversationId: '1', updatedAt: '2023-04-01T12:00:00Z' },
              { conversationId: '2', updatedAt: '2023-04-01T13:00:00Z' },
            ],
          },
        ],
      };
      const updatedConversation = { conversationId: '1', updatedAt: '2023-04-02T12:00:00Z' };
      const newData = updateConversation(
        initialData as unknown as ConversationData,
        updatedConversation as TConversation,
      );
      expect(newData.pages[0].conversations).toHaveLength(2);
      expect(newData.pages[0].conversations[0].conversationId).toBe('1');
    });
  });

  describe('updateConvoFields', () => {
    it('updates specific fields of a conversation', () => {
      const initialData = {
        pages: [
          {
            conversations: [
              { conversationId: '1', title: 'Old Title', updatedAt: '2023-04-01T12:00:00Z' },
            ],
          },
        ],
      };
      const updatedFields = { conversationId: '1', title: 'New Title' };
      const newData = updateConvoFields(
        initialData as ConversationData,
        updatedFields as TConversation,
      );
      expect(newData.pages[0].conversations[0].title).toBe('New Title');
    });
  });

  describe('deleteConversation', () => {
    it('removes a conversation by id', () => {
      const initialData = {
        pages: [
          {
            conversations: [
              { conversationId: '1', updatedAt: '2023-04-01T12:00:00Z' },
              { conversationId: '2', updatedAt: '2023-04-01T13:00:00Z' },
            ],
          },
        ],
      };
      const newData = deleteConversation(initialData as ConversationData, '1');
      expect(newData.pages[0].conversations).toHaveLength(1);
      expect(newData.pages[0].conversations[0].conversationId).not.toBe('1');
    });
  });

  describe('findPageForConversation', () => {
    it('finds the correct page and index for a given conversation', () => {
      const data = {
        pages: [
          {
            conversations: [
              { conversationId: '1', updatedAt: '2023-04-01T12:00:00Z' },
              { conversationId: '2', updatedAt: '2023-04-02T13:00:00Z' },
            ],
          },
        ],
      };
      const { pageIndex, index } = findPageForConversation(data as ConversationData, {
        conversationId: '2',
      });
      expect(pageIndex).toBe(0);
      expect(index).toBe(1);
    });
  });
});

describe('Conversation Utilities with Fake Data', () => {
  describe('groupConversationsByDate', () => {
    it('correctly groups conversations from fake data by date', () => {
      const { pages } = convoData;
      const allConversations = pages.flatMap((p) => p.conversations);
      const grouped = groupConversationsByDate(allConversations);

      expect(grouped).toHaveLength(1);
      expect(grouped[0][1]).toBeInstanceOf(Array);
    });
  });

  describe('addConversation', () => {
    it('adds a new conversation to the existing fake data', () => {
      const newConversation = {
        conversationId: Constants.NEW_CONVO,
        updatedAt: new Date().toISOString(),
      } as TConversation;
      const initialLength = convoData.pages[0].conversations.length;
      const newData = addConversation(convoData, newConversation);
      expect(newData.pages[0].conversations.length).toBe(initialLength + 1);
      expect(newData.pages[0].conversations[0].conversationId).toBe(Constants.NEW_CONVO);
    });
  });

  describe('updateConversation', () => {
    it('updates an existing conversation within fake data', () => {
      const updatedConversation = {
        ...convoData.pages[0].conversations[0],
        title: 'Updated Title',
      };
      const newData = updateConversation(convoData, updatedConversation);
      expect(newData.pages[0].conversations[0].title).toBe('Updated Title');
    });
  });

  describe('updateConvoFields', () => {
    it('updates specific fields of a conversation in fake data', () => {
      const updatedFields = {
        conversationId: convoData.pages[0].conversations[0].conversationId,
        title: 'Partially Updated Title',
      };
      const newData = updateConvoFields(convoData, updatedFields as TConversation);
      const updatedConversation = newData.pages[0].conversations.find(
        (c) => c.conversationId === updatedFields.conversationId,
      );
      expect(updatedConversation?.title).toBe('Partially Updated Title');
    });
  });

  describe('deleteConversation', () => {
    it('removes a conversation by id from fake data', () => {
      const conversationIdToDelete = convoData.pages[0].conversations[0].conversationId as string;
      const newData = deleteConversation(convoData, conversationIdToDelete);
      const deletedConvoExists = newData.pages[0].conversations.some(
        (c) => c.conversationId === conversationIdToDelete,
      );
      expect(deletedConvoExists).toBe(false);
    });
  });

  describe('findPageForConversation', () => {
    it('finds the correct page and index for a given conversation in fake data', () => {
      const targetConversation = convoData.pages[0].conversations[0];
      const { pageIndex, index } = findPageForConversation(convoData, {
        conversationId: targetConversation.conversationId as string,
      });
      expect(pageIndex).toBeGreaterThanOrEqual(0);
      expect(index).toBeGreaterThanOrEqual(0);
    });
  });

  describe('normalizeConversationData', () => {
    it('normalizes the number of items on each page after data removal', () => {
      // Create test data:
      // Generates 15 conversation items, each with a unique conversationId and an updatedAt timestamp set to a different day.
      // { conversationId: '1', updatedAt: new Date(Date.now() - 86400000 * i).toISOString() }
      const conversations = Array.from({ length: 15 }, (_, i) => ({
        conversationId: (i + 1).toString(),
        updatedAt: new Date(Date.now() - 86400000 * i).toISOString(),
      }));

      // Paginate Data:
      // Divides the 15 conversation items into pages, with each page containing up to 5 items (pageSize is set to 5). This results in 3 pages.
      const pageSize = 5;
      const totalPageNumber = Math.ceil(conversations.length / pageSize);

      const paginatedData = Array.from({ length: totalPageNumber }, (_, index) => ({
        conversations: conversations.slice(index * pageSize, (index + 1) * pageSize),
        pages: totalPageNumber,
        pageNumber: index + 1,
        pageSize,
      }));

      const testData = { pages: paginatedData, pageParams: [null, 2, 3] };

      // Removes one item from the first page, resulting in the first page having 4 items, while the second and third pages still have 5 items each.
      testData.pages[0].conversations.splice(1, 1);
      expect(testData.pages[0].conversations).toHaveLength(4);
      expect(testData.pages[1].conversations).toHaveLength(5);
      expect(testData.pages[2].conversations).toHaveLength(5);

      // Normalize Data:
      // Calls the normalizeData function to ensure that each page contains exactly 5 items, redistributing the items across the pages as needed.
      const normalizedData = normalizeData(testData, 'conversations', pageSize);

      // Verify Results:
      // Asserts that the number of conversation data is 5 except for the last page,
      // that the number of conversation data is 4 only for the last page,
      // and that the conversation ids are in the expected order.
      expect(normalizedData.pages[0].conversations).toHaveLength(5);
      expect(normalizedData.pages[0].conversations[0].conversationId).toBe('1');
      expect(normalizedData.pages[0].conversations[4].conversationId).toBe('6');

      expect(normalizedData.pages[1].conversations).toHaveLength(5);
      expect(normalizedData.pages[1].conversations[0].conversationId).toBe('7');
      expect(normalizedData.pages[1].conversations[4].conversationId).toBe('11');

      expect(normalizedData.pages[2].conversations).toHaveLength(4);
      expect(normalizedData.pages[2].conversations[0].conversationId).toBe('12');
      expect(normalizedData.pages[2].conversations[3].conversationId).toBe('15');
    });

    it('normalizes the number of items on each page after data addition', () => {
      // Create test data:
      // Generates 15 conversation items, each with a unique conversationId and an updatedAt timestamp set to a different day.
      // { conversationId: '1', updatedAt: new Date(Date.now() - 86400000 * i).toISOString() }
      const conversations = Array.from({ length: 15 }, (_, i) => ({
        conversationId: (i + 1).toString(),
        updatedAt: new Date(Date.now() - 86400000 * i).toISOString(),
      }));

      // Paginate Data:
      // Divides the 15 conversation items into pages,
      // with each page containing up to 5 items (pageSize is set to 5). This results in 3 pages.
      const pageSize = 5;
      const totalPageNumber = Math.ceil(conversations.length / pageSize);

      const paginatedData = Array.from({ length: totalPageNumber }, (_, index) => ({
        conversations: conversations.slice(index * pageSize, (index + 1) * pageSize),
        pages: totalPageNumber,
        pageNumber: index + 1,
        pageSize,
      }));

      const testData = { pages: paginatedData, pageParams: [null, 2, 3] };

      // Inserts a new conversation item at the beginning of the first page,
      testData.pages[0].conversations.unshift({
        conversationId: '16',
        updatedAt: new Date().toISOString(),
      });

      // resulting in the first page having 6 items,
      // while the second and third pages still have 5 items each.
      expect(testData.pages[0].conversations).toHaveLength(6);
      expect(testData.pages[1].conversations).toHaveLength(5);
      expect(testData.pages[2].conversations).toHaveLength(5);
      expect(testData.pages[2].conversations[4].conversationId).toBe('15');
      expect(testData.pages).toHaveLength(3);

      const normalizedData = normalizeData(testData, 'conversations', pageSize);

      // Verify Results:
      // Asserts that after normalization, each page contains the correct number of items (5 items per page).
      expect(normalizedData.pages[0].conversations).toHaveLength(5);
      expect(normalizedData.pages[1].conversations).toHaveLength(5);
      expect(normalizedData.pages[2].conversations).toHaveLength(5);
      expect(normalizedData.pages).toHaveLength(3);

      // Checks that the items are in the expected order, ensuring that the conversationId values are correctly distributed across the pages.

      expect(normalizedData.pages[0].conversations[0].conversationId).toBe('16');
      expect(normalizedData.pages[0].conversations[4].conversationId).toBe('4');

      expect(normalizedData.pages[1].conversations[0].conversationId).toBe('5');
      expect(normalizedData.pages[1].conversations[4].conversationId).toBe('9');

      expect(normalizedData.pages[2].conversations[0].conversationId).toBe('10');
      expect(normalizedData.pages[2].conversations[4].conversationId).toBe('14');
      expect(normalizedData.pageParams).toHaveLength(3);
    });

    it('returns empty data when there is no data', () => {
      const normalizedData = normalizeData(
        { pages: [{ conversations: [], pageNumber: 1, pageSize: 5, pages: 1 }], pageParams: [] },
        'conversations',
        5,
      );

      console.log(normalizedData);

      expect(normalizedData.pages[0].conversations).toHaveLength(0);
    });

    it('does not normalize data when not needed', () => {
      const normalizedData = normalizeData(
        { pages: [{ conversations: ['1'], pageNumber: 1, pageSize: 5, pages: 1 }], pageParams: [] },
        'conversations',
        5,
      );

      expect(normalizedData.pages[0].conversations).toHaveLength(1);
    });

    it('deletes pages that have no data as a result of normalization', () => {
      const conversations = Array.from({ length: 15 }, (_, i) => ({
        conversationId: (i + 1).toString(),
        updatedAt: new Date(Date.now() - 86400000 * i).toISOString(),
      }));

      const pageSize = 5;
      const totalPageNumber = Math.ceil(conversations.length / pageSize);

      const paginatedData = Array.from({ length: totalPageNumber }, (_, index) => ({
        conversations: conversations.slice(index * pageSize, (index + 1) * pageSize),
        pages: totalPageNumber,
        pageNumber: index + 1,
        pageSize,
      }));

      const testData = { pages: paginatedData, pageParams: [null, 2, 3] };

      // Removes all data from the last page, resulting in the last page having 0 items.
      testData.pages[2].conversations = [];
      expect(testData.pages[0].conversations).toHaveLength(5);
      expect(testData.pages[1].conversations).toHaveLength(5);
      expect(testData.pages[2].conversations).toHaveLength(0);
      expect(testData.pageParams).toHaveLength(3);

      const normalizedData = normalizeData(testData, 'conversations', pageSize);

      // Verify Results:
      // Asserts that the last page is removed after normalization, leaving only the first and second pages.
      expect(normalizedData.pages).toHaveLength(2);
      expect(normalizedData.pages[0].conversations).toHaveLength(5);
      expect(normalizedData.pages[1].conversations).toHaveLength(5);
      expect(normalizedData.pageParams).toHaveLength(2);
    });
  });
});