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multi_search_test.py
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"""Tests for the MultiSearch class."""
import pytest
from tests.fixtures.document_fixtures import Companies
from tests.utils.object_assertions import (
assert_match_object,
assert_object_lists_match,
assert_to_contain_keys,
)
from typesense import exceptions
from typesense.api_call import ApiCall
from typesense.multi_search import MultiSearch
from typesense.types.multi_search import MultiSearchRequestSchema
def test_init(fake_api_call: ApiCall) -> None:
"""Test that the Document object is initialized correctly."""
documents = MultiSearch(fake_api_call)
assert_match_object(documents.api_call, fake_api_call)
assert_object_lists_match(
documents.api_call.node_manager.nodes,
fake_api_call.node_manager.nodes,
)
assert_match_object(
documents.api_call.config.nearest_node,
fake_api_call.config.nearest_node,
)
def test_multi_search_single_search(
actual_multi_search: MultiSearch,
actual_api_call: ApiCall,
delete_all: None,
create_collection: None,
create_document: None,
) -> None:
"""Test that the MultiSearch object can perform a single search."""
request_params: MultiSearchRequestSchema = {
"searches": [
{"q": "com", "query_by": "company_name", "collection": "companies"},
],
}
response = actual_multi_search.perform(
search_queries=request_params,
)
assert len(response.get("results")) == 1
assert_to_contain_keys(
response.get("results")[0],
[
"facet_counts",
"found",
"hits",
"page",
"out_of",
"request_params",
"search_time_ms",
"search_cutoff",
],
)
assert_to_contain_keys(
response.get("results")[0].get("hits")[0],
["document", "highlights", "highlight", "text_match", "text_match_info"],
)
def test_multi_search_multiple_searches(
actual_multi_search: MultiSearch,
actual_api_call: ApiCall,
delete_all: None,
create_collection: None,
create_document: None,
) -> None:
"""Test that the MultiSearch object can perform multiple searches."""
request_params: MultiSearchRequestSchema = {
"searches": [
{"q": "com", "query_by": "company_name", "collection": "companies"},
{"q": "company", "query_by": "company_name", "collection": "companies"},
],
}
response = actual_multi_search.perform(search_queries=request_params)
assert len(response.get("results")) == len(request_params.get("searches"))
for search_results in response.get("results"):
assert_to_contain_keys(
search_results,
[
"facet_counts",
"found",
"hits",
"page",
"out_of",
"request_params",
"search_time_ms",
"search_cutoff",
],
)
assert_to_contain_keys(
search_results.get("hits")[0],
["document", "highlights", "highlight", "text_match", "text_match_info"],
)
def test_multi_search_array(
actual_multi_search: MultiSearch,
actual_api_call: ApiCall,
delete_all: None,
create_collection: None,
create_document: None,
) -> None:
"""Test that the MultiSearch object can perform a search with an array query_by."""
request_params: MultiSearchRequestSchema = {
"searches": [
{"q": "com", "query_by": ["company_name"], "collection": "companies"},
],
}
response = actual_multi_search.perform(search_queries=request_params)
assert len(response.get("results")) == 1
assert_to_contain_keys(
response.get("results")[0],
[
"facet_counts",
"found",
"hits",
"page",
"out_of",
"request_params",
"search_time_ms",
"search_cutoff",
],
)
assert_to_contain_keys(
response.get("results")[0].get("hits")[0],
["document", "highlights", "highlight", "text_match", "text_match_info"],
)
def test_search_invalid_parameters(
actual_multi_search: MultiSearch,
actual_api_call: ApiCall,
delete_all: None,
create_collection: None,
create_document: None,
) -> None:
"""Test that the MultiSearch object raises an error when invalid parameters are passed."""
with pytest.raises(exceptions.InvalidParameter):
actual_multi_search.perform(
{
"searches": [
{
"q": "com",
"query_by": "company_name",
"invalid": [Companies(company_name="", id="", num_employees=0)],
},
],
},
)
with pytest.raises(exceptions.InvalidParameter):
actual_multi_search.perform(
{
"searches": [
{
"q": "com",
"query_by": "company_name",
"invalid": Companies(company_name="", id="", num_employees=0),
},
],
},
)