872 refactoring pagination

[longshuicy]

This PR has below features:

1. Paged model that contains page metadata and data.
2. Using aggregation and facet to calculate the total counts and paged data.
3. Change all the PyObjectId to PydanticObjectId due to serialization issue
4. Refactoring backend response and frontend parsing of the new structured body. e.g.

{
    "metadata": {
        "total_count": 5,
        "skip": 0,
        "limit": 5
    },
    "data": [
        {
            "name": "LatLon",
            "description": "A set of Latitude/Longitude coordinates",
            "created": "2024-01-18T16:21:18.444000",
            ...
        },

5. Frontend using MUI Pagination component and wired the flipping page logic with backend
6. For extraction history table, wire the MUI TablePagination component with backend so it now does backend pagination

---

To Test

Try below frontend view:
- Datasets view /

- File view /datasets/{datasetId}

- List and search extractors --> Analysis tab under /datasets/{datasetId}

- List and search users /manage-users

- List and search groups /groups

- List and search metadata /metadata-definitions

- Extractors and Extractor History pagination /extractions

- APIKey pagination /apikeys

---

TODOs

• Some backend endpoints (that are not used by frontend) are not refactored to use this new pagination--> Documented in this Issue: Refactor additional pagination endpoints #895
• Folder and File pagination --> Documented in this issue: Folder plus File pagination #896

[tcnichol]

Checked pagination with files and folders, public and not public. Looks good, marking approved.