1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
|
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
from azure.search.documents import SearchClient
from devtools_testutils import AzureRecordedTestCase, recorded_by_proxy, get_credential
from search_service_preparer import SearchEnvVarPreparer, search_decorator
class TestSearchClient(AzureRecordedTestCase):
@SearchEnvVarPreparer()
@search_decorator(schema="hotel_schema.json", index_batch="hotel_small.json")
@recorded_by_proxy
def test_search_client(self, endpoint, index_name):
client = SearchClient(endpoint, index_name, get_credential(), retry_backoff_factor=60)
self._test_get_search_simple(client)
self._test_get_search_simple_with_top(client)
self._test_get_search_filter(client)
self._test_get_search_filter_array(client)
self._test_get_search_counts(client)
self._test_get_search_coverage(client)
self._test_get_search_facets_none(client)
self._test_get_search_facets_result(client)
self._test_autocomplete(client)
self._test_suggest(client)
def _test_get_search_simple(self, client):
results = list(client.search(search_text="hotel"))
assert len(results) == 7
results = list(client.search(search_text="motel"))
assert len(results) == 2
def _test_get_search_simple_with_top(self, client):
results = list(client.search(search_text="hotel", top=3))
assert len(results) == 3
results = list(client.search(search_text="motel", top=3))
assert len(results) == 2
def _test_get_search_filter(self, client):
select = ["hotelName", "category", "description"]
results = list(
client.search(
search_text="WiFi",
filter="category eq 'Budget'",
select=",".join(select),
order_by="hotelName desc",
)
)
assert [x["hotelName"] for x in results] == sorted([x["hotelName"] for x in results], reverse=True)
expected = {
"category",
"hotelName",
"description",
"@search.score",
"@search.reranker_score",
"@search.highlights",
"@search.captions",
"@search.document_debug_info",
"@search.reranker_boosted_score",
}
assert all(set(x) == expected for x in results)
assert all(x["category"] == "Budget" for x in results)
def _test_get_search_filter_array(self, client):
select = ["hotelName", "category", "description"]
results = list(
client.search(
search_text="WiFi",
filter="category eq 'Budget'",
select=select,
order_by="hotelName desc",
)
)
assert [x["hotelName"] for x in results] == sorted([x["hotelName"] for x in results], reverse=True)
expected = {
"category",
"hotelName",
"description",
"@search.score",
"@search.reranker_score",
"@search.highlights",
"@search.captions",
"@search.document_debug_info",
"@search.reranker_boosted_score",
}
assert all(set(x) == expected for x in results)
assert all(x["category"] == "Budget" for x in results)
def _test_get_search_counts(self, client):
results = client.search(search_text="hotel")
assert results.get_count() is None
results = client.search(search_text="hotel", include_total_count=True)
assert results.get_count() == 7
def _test_get_search_coverage(self, client):
results = client.search(search_text="hotel")
assert results.get_coverage() is None
results = client.search(search_text="hotel", minimum_coverage=50.0)
cov = results.get_coverage()
assert isinstance(cov, float)
assert cov >= 50.0
def _test_get_search_facets_none(self, client):
select = ("hotelName", "category", "description")
results = client.search(search_text="WiFi", select=",".join(select))
assert results.get_facets() is None
def _test_get_search_facets_result(self, client):
select = ("hotelName", "category", "description")
results = client.search(search_text="WiFi", facets=["category"], select=",".join(select))
assert results.get_facets() == {
"category": [
{"value": "Budget", "count": 4},
{"value": "Luxury", "count": 1},
]
}
def _test_autocomplete(self, client):
results = client.autocomplete(search_text="mot", suggester_name="sg")
assert results == [{"text": "motel", "query_plus_text": "motel"}]
def _test_suggest(self, client):
results = client.suggest(search_text="mot", suggester_name="sg")
assert results == [
{"hotelId": "2", "text": "Cheapest hotel in town. Infact, a motel."},
{"hotelId": "9", "text": "Secret Point Motel"},
]
|
