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
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
|
# -------------------------------------------------------------------------
# Copyright (c) Microsoft Corporation. All rights reserved.
# Licensed under the MIT License. See License.txt in the project root for
# license information.
# --------------------------------------------------------------------------
import json
from os.path import dirname, join, realpath
import time
import pytest
from devtools_testutils import AzureMgmtTestCase
from azure_devtools.scenario_tests import ReplayableTest
from search_service_preparer import SearchServicePreparer, SearchResourceGroupPreparer
from azure.core import MatchConditions
from azure.core.credentials import AzureKeyCredential
from azure.core.exceptions import HttpResponseError
from azure.search.documents.indexes.models import(
SearchIndex,
SearchIndexerDataSourceConnection,
SearchIndexer,
SearchIndexerDataContainer,
)
from azure.search.documents.indexes import SearchIndexClient, SearchIndexerClient
CWD = dirname(realpath(__file__))
SCHEMA = open(join(CWD, "hotel_schema.json")).read()
try:
BATCH = json.load(open(join(CWD, "hotel_small.json")))
except UnicodeDecodeError:
BATCH = json.load(open(join(CWD, "hotel_small.json"), encoding="utf-8"))
TIME_TO_SLEEP = 5
CONNECTION_STRING = 'DefaultEndpointsProtocol=https;AccountName=storagename;AccountKey=NzhL3hKZbJBuJ2484dPTR+xF30kYaWSSCbs2BzLgVVI1woqeST/1IgqaLm6QAOTxtGvxctSNbIR/1hW8yH+bJg==;EndpointSuffix=core.windows.net'
class SearchIndexersClientTest(AzureMgmtTestCase):
FILTER_HEADERS = ReplayableTest.FILTER_HEADERS + ['api-key']
def _prepare_indexer(self, endpoint, api_key, name="sample-indexer", ds_name="sample-datasource", id_name="hotels"):
con_str = self.settings.AZURE_STORAGE_CONNECTION_STRING
self.scrubber.register_name_pair(con_str, 'connection_string')
container = SearchIndexerDataContainer(name='searchcontainer')
data_source_connection = SearchIndexerDataSourceConnection(
name=ds_name,
type="azureblob",
connection_string=con_str,
container=container
)
client = SearchIndexerClient(endpoint, AzureKeyCredential(api_key))
ds = client.create_data_source_connection(data_source_connection)
index_name = id_name
fields = [
{
"name": "hotelId",
"type": "Edm.String",
"key": True,
"searchable": False
}]
index = SearchIndex(name=index_name, fields=fields)
ind = SearchIndexClient(endpoint, AzureKeyCredential(api_key)).create_index(index)
return SearchIndexer(name=name, data_source_name=ds.name, target_index_name=ind.name)
@SearchResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_create_indexer(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexerClient(endpoint, AzureKeyCredential(api_key))
indexer = self._prepare_indexer(endpoint, api_key)
result = client.create_indexer(indexer)
assert result.name == "sample-indexer"
assert result.target_index_name == "hotels"
assert result.data_source_name == "sample-datasource"
@SearchResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_delete_indexer(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexerClient(endpoint, AzureKeyCredential(api_key))
indexer = self._prepare_indexer(endpoint, api_key)
result = client.create_indexer(indexer)
assert len(client.get_indexers()) == 1
client.delete_indexer("sample-indexer")
assert len(client.get_indexers()) == 0
@SearchResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_reset_indexer(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexerClient(endpoint, AzureKeyCredential(api_key))
indexer = self._prepare_indexer(endpoint, api_key)
result = client.create_indexer(indexer)
assert len(client.get_indexers()) == 1
result = client.reset_indexer("sample-indexer")
assert client.get_indexer_status("sample-indexer").last_result.status in ('InProgress', 'reset')
@SearchResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_run_indexer(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexerClient(endpoint, AzureKeyCredential(api_key))
indexer = self._prepare_indexer(endpoint, api_key)
result = client.create_indexer(indexer)
assert len(client.get_indexers()) == 1
start = time.time()
client.run_indexer("sample-indexer")
assert client.get_indexer_status("sample-indexer").status == 'running'
@SearchResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_get_indexer(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexerClient(endpoint, AzureKeyCredential(api_key))
indexer = self._prepare_indexer(endpoint, api_key)
created = client.create_indexer(indexer)
result = client.get_indexer("sample-indexer")
assert result.name == "sample-indexer"
@SearchResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_list_indexer(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexerClient(endpoint, AzureKeyCredential(api_key))
indexer1 = self._prepare_indexer(endpoint, api_key)
indexer2 = self._prepare_indexer(endpoint, api_key, name="another-indexer", ds_name="another-datasource", id_name="another-index")
created1 = client.create_indexer(indexer1)
created2 = client.create_indexer(indexer2)
result = client.get_indexers()
assert isinstance(result, list)
assert set(x.name for x in result) == {"sample-indexer", "another-indexer"}
@SearchResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_create_or_update_indexer(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexerClient(endpoint, AzureKeyCredential(api_key))
indexer = self._prepare_indexer(endpoint, api_key)
created = client.create_indexer(indexer)
assert len(client.get_indexers()) == 1
indexer.description = "updated"
client.create_or_update_indexer(indexer)
assert len(client.get_indexers()) == 1
result = client.get_indexer("sample-indexer")
assert result.name == "sample-indexer"
assert result.description == "updated"
@SearchResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_get_indexer_status(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexerClient(endpoint, AzureKeyCredential(api_key))
indexer = self._prepare_indexer(endpoint, api_key)
result = client.create_indexer(indexer)
status = client.get_indexer_status("sample-indexer")
assert status.status is not None
@SearchResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_create_or_update_indexer_if_unchanged(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexerClient(endpoint, AzureKeyCredential(api_key))
indexer = self._prepare_indexer(endpoint, api_key)
created = client.create_indexer(indexer)
etag = created.e_tag
indexer.description = "updated"
client.create_or_update_indexer(indexer)
indexer.e_tag = etag
with pytest.raises(HttpResponseError):
client.create_or_update_indexer(indexer, match_condition=MatchConditions.IfNotModified)
@SearchResourceGroupPreparer(random_name_enabled=True)
@SearchServicePreparer(schema=SCHEMA, index_batch=BATCH)
def test_delete_indexer_if_unchanged(self, api_key, endpoint, index_name, **kwargs):
client = SearchIndexerClient(endpoint, AzureKeyCredential(api_key))
indexer = self._prepare_indexer(endpoint, api_key)
result = client.create_indexer(indexer)
etag = result.e_tag
indexer.description = "updated"
client.create_or_update_indexer(indexer)
indexer.e_tag = etag
with pytest.raises(HttpResponseError):
client.delete_indexer(indexer, match_condition=MatchConditions.IfNotModified)
|
