[Issue #2729] OpenSearch should return an accurate count of total res…

…ults (#2730)

## Summary
Fixes #2729

### Time to review: __3 mins__

## Changes proposed
Set `track_total_hits` to True when calling OpenSearch

## Context for reviewers
While this field says it has possible performance cost due to needing to
count all the records, we also request a count for various facet counts
anyways, so I imagine this won't matter at all.

## Additional information
https://opensearch.org/docs/latest/api-reference/search/

I loaded ~16k records into my local search index. Querying it with no
filters returns this pagination info now:
```json
 {
    "order_by": "opportunity_id",
    "page_offset": 1,
    "page_size": 25,
    "sort_direction": "ascending",
    "total_pages": 676,
    "total_records": 16884
  }
```

api/src/adapters/search/opensearch_query_builder.py

@@ -94,6 +94,8 @@ def __init__(self) -> None:
 
         self.sort_values: list[dict[str, dict[str, str]]] = []
 
+        self._track_total_hits: bool = True
+
         self.must: list[dict] = []
         self.filters: list[dict] = []
 
@@ -133,6 +135,15 @@ def sort_by(self, sort_values: list[typing.Tuple[str, SortDirection]]) -> typing
 
         return self
 
+    def track_total_hits(self, track_total_hits: bool) -> typing.Self:
+        """
+        Whether or not to track the total number of hits in the response accurately.
+
+        By default OpenSearch will stop counting after 10k records are counted.
+        """
+        self._track_total_hits = track_total_hits
+        return self
+
     def simple_query(self, query: str, fields: list[str]) -> typing.Self:
         """
         Adds a simple_query_string which queries against the provided fields.
@@ -238,6 +249,7 @@ def build(self) -> dict:
             # Always include the scores in the response objects
             # even if we're sorting by non-relevancy
             "track_scores": True,
+            "track_total_hits": self._track_total_hits,
         }
 
         # Add sorting if any was provided

api/src/services/opportunities_v1/search_opportunities.py

@@ -143,6 +143,9 @@ def _add_aggregations(builder: search.SearchQueryBuilder) -> None:
 def _get_search_request(params: SearchOpportunityParams) -> dict:
     builder = search.SearchQueryBuilder()
 
+    # Make sure total hit count gets counted for more than 10k records
+    builder.track_total_hits(True)
+
     # Pagination
     builder.pagination(
         page_size=params.pagination.page_size, page_number=params.pagination.page_offset

api/tests/src/adapters/search/test_opensearch_query_builder.py

@@ -161,7 +161,12 @@ def seed_data(self, search_client, search_index):
     def test_query_builder_empty(self, search_client, search_index):
         builder = SearchQueryBuilder()
 
-        assert builder.build() == {"size": 25, "from": 0, "track_scores": True}
+        assert builder.build() == {
+            "size": 25,
+            "from": 0,
+            "track_scores": True,
+            "track_total_hits": True,
+        }
 
         validate_valid_request(search_client, search_index, builder, FULL_DATA)
 
@@ -265,6 +270,7 @@ def test_query_builder_pagination_and_sorting(
             "size": page_size,
             "from": page_size * (page_number - 1),
             "track_scores": True,
+            "track_total_hits": True,
             "sort": expected_sort,
         }
 
@@ -369,6 +375,7 @@ def test_query_builder_filter_terms(
             "size": 25,
             "from": 0,
             "track_scores": True,
+            "track_total_hits": True,
             "query": {"bool": {"filter": expected_terms}},
         }
 
@@ -429,6 +436,7 @@ def test_query_builder_filter_date_range(
             "size": 25,
             "from": 0,
             "track_scores": True,
+            "track_total_hits": True,
             "query": {"bool": {"filter": [{"range": {"publication_date": expected_ranges}}]}},
         }
 
@@ -474,6 +482,7 @@ def test_query_builder_filter_int_range(
             "size": 25,
             "from": 0,
             "track_scores": True,
+            "track_total_hits": True,
             "query": {"bool": {"filter": [{"range": {"page_count": expected_ranges}}]}},
         }
 
@@ -633,6 +642,7 @@ def test_query_builder_simple_query_and_aggregations(
             "size": 25,
             "from": 0,
             "track_scores": True,
+            "track_total_hits": True,
             "query": {
                 "bool": {
                     "must": [