Azure Cognitive Search's search api has different shape than .NET/JS equivalent api

[diberry]

• Package Name: azure.search.documents
• Package Version: latest
• Operating System:
• Python Version: 3.9

Describe the bug The search api's results for python has a shape of:

{
        "authors": [
            "Ken Follett"
        ],
        "work_ratings_count": 11467,
        "goodreads_book_id": 5052,
        "average_rating": 3.64,
        "original_publication_year": 2000,
        "books_count": 87,
        "ratings_5": 1988,
        "work_id": 2879976,
        "ratings_4": 4531,
        "image_url": "https://images.gr-assets.com/books/1309209804m/5052.jpg",
        "ratings_1": 151,
        "isbn": "451216725",
        "language_code": null,
        "best_book_id": 5052,
        "ratings_count": 9071,
        "original_title": "Code to Zero",
        "small_image_url": "https://images.gr-assets.com/books/1309209804s/5052.jpg",
        "work_text_reviews_count": 666,
        "title": "Code to Zero",
        "id": "9454",
        "ratings_2": 848,
        "isbn13": "9.78045121672e+12",
        "ratings_3": 3949,
        "@search.score": 12.937481,
        "@search.highlights": null
    }

The equivalent api for JS/.NET has the shape of:

{
      score: 12.937481,
      highlights: undefined,
      document: {
        id: '9454',
        goodreads_book_id: 5052,
        best_book_id: 5052,
        work_id: 2879976,
        books_count: 87,
        isbn: '451216725',
        isbn13: '9.78045121672e+12',
        authors: [Array],
        original_publication_year: 2000,
        original_title: 'Code to Zero',
        title: 'Code to Zero',
        language_code: null,
        average_rating: 3.64,
        ratings_count: 9071,
        work_ratings_count: 11467,
        work_text_reviews_count: 666,
        ratings_1: 151,
        ratings_2: 848,
        ratings_3: 3949,
        ratings_4: 4531,
        ratings_5: 1988,
        image_url: 'https://images.gr-assets.com/books/1309209804m/5052.jpg',
        small_image_url: 'https://images.gr-assets.com/books/1309209804s/5052.jpg'    
      }
    }

To Reproduce Steps to reproduce the behavior:

1. Run js

   const { SearchClient, AzureKeyCredential } = require("@azure/search-documents");
   
   const endpoint = 'https://diberry-search.search.windows.net'
   const key = '...'
   const index_name = 'good-books'
   
   // Create a SearchClient to send queries
   const client = new SearchClient(
       endpoint,
       index_name,
       new AzureKeyCredential(key)
   );
   
   const search = async (q, top, skip) => {
   
       // Creating SearchOptions for query
       let searchOptions = {
           top: top,
           skip: skip,
           includeTotalCount: true
       };
   
       // Sending the search request
       const searchResults = await client.search(q, searchOptions);
   
       const output = [];
       for await (const result of searchResults.results) {
           output.push(result);
       }
   
       return output;
   };
   
   search("code", 10, 0).then(results => {
       console.log(results)
   }).catch(err => console.log(err));

2. Run PY equivalent

   import logging
   import json
   
   from azure.core.credentials import AzureKeyCredential
   from azure.search.documents import SearchClient
   from azure.search.documents.indexes import SearchIndexClient
   from azure.search.documents.indexes.models import SearchIndex
   
   # Get the service endpoint and API key from the environment
   endpoint = 'https://diberry-search.search.windows.net'
   key = '...'
   
   # Your index name
   index_name = 'good-books'
   
   # Create Azure SDK client
   search_client = SearchClient(endpoint, index_name, AzureKeyCredential(key))
   
   def search(q, top, skip):
       returnedDocuments = search_client.search(search_text=q, top=top,skip=skip,include_total_count=True)
   
       return json.dumps(list(returnedDocuments))
   
   docs = search("code", 10, 0)
   print(docs)

3. Compare output, each individual document has a different shape in python with equivalent default params when compared to .NET and JS.

4. The shape is important so that tuturials and quickstarts can use the same code after the results are received.

Expected behavior Same result shape across SDK languages.

Screenshots If applicable, add screenshots to help explain your problem.

Additional context If you want my key, just catch me on teams.

[xiangyan99]

Took offline. This is by design.