pymongo_atlas_search_query_builder_with_filter_and_sort.py

1from pymongo_search_utils import SearchQueryBuilder
2
3# Initialize the search builder
4search_builder = SearchQueryBuilder()
5
6# Construct a complex MongoDB Atlas Search query
7search_query = (
8    search_builder
9    .search(
10        index="default",
11        text={
12            "query": "mongodb",
13            "path": "title"
14        }
15    )
16    .filter(
17        range={
18            "path": "year",
19            "gte": 2020
20        }
21    )
22    .sort({
23        "year": -1
24    })
25    .build()
26)
27
28# The result is a list containing the $search stage for a MongoDB aggregation pipeline
29print(search_query)
30# Output: [{'$search': {'index': 'default', 'text': {'query': 'mongodb', 'path': 'title'}, 'filter': {'range': {'path': 'year', 'gte': 2020}}, 'sort': {'year': -1}}}]