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
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
|
"""Tests for KustoClient."""
import json
import sys
from unittest.mock import patch
import pytest
from azure.kusto.data._cloud_settings import CloudSettings
from azure.kusto.data._decorators import aio_documented_by
from azure.kusto.data.client_request_properties import ClientRequestProperties
from azure.kusto.data.exceptions import KustoClosedError, KustoMultiApiError, KustoNetworkError
from azure.kusto.data.helpers import dataframe_from_result_table
from ..kusto_client_common import KustoClientTestsMixin, mocked_requests_post, proxy_kcsb
from ..test_kusto_client import TestKustoClient as KustoClientTestsSync
PANDAS = False
try:
import pandas
PANDAS = True
except:
pass
run_aio_tests = False
try:
from azure.kusto.data.aio.client import KustoClient
from aioresponses import aioresponses, CallbackResult
run_aio_tests = True
except:
pass
if sys.version_info < (3, 6):
run_aio_tests = False
@pytest.mark.skipif(not run_aio_tests, reason="requires aio")
@aio_documented_by(KustoClientTestsSync)
class TestKustoClient(KustoClientTestsMixin):
@staticmethod
def _mock_callback(url, **kwargs):
body = json.dumps(mocked_requests_post(str(url), **kwargs).json())
return CallbackResult(status=200, body=body)
def _mock_query(self, aioresponses_mock):
url = "{host}/v2/rest/query".format(host=self.HOST)
aioresponses_mock.post(url, callback=self._mock_callback)
def _mock_mgmt(self, aioresponses_mock):
url = "{host}/v1/rest/mgmt".format(host=self.HOST)
aioresponses_mock.post(url, callback=self._mock_callback)
def _mock_cloud_info(self, aioresponses_mock):
url = "{host}/v1/rest/auth/metadata".format(host=self.HOST)
aioresponses_mock.get(url, callback=self._mock_callback)
@aio_documented_by(KustoClientTestsSync.test_throws_on_close)
@pytest.mark.asyncio
async def test_throws_on_close(self):
"""Test query V2."""
async with KustoClient(self.HOST) as client:
pass
with pytest.raises(KustoClosedError):
await client.execute_query("PythonTest", "Deft")
@aio_documented_by(KustoClientTestsSync.test_sanity_query)
@pytest.mark.asyncio
async def test_sanity_query(self):
with aioresponses() as aioresponses_mock:
self._mock_query(aioresponses_mock)
async with KustoClient(self.HOST) as client:
response = await client.execute_query("PythonTest", "Deft")
first_request = next(iter(aioresponses_mock.requests.values()))
self._assert_client_request_id(first_request[0].kwargs)
self._assert_sanity_query_response(response)
@pytest.mark.asyncio
async def test_raise_network(self):
with aioresponses() as aioresponses_mock:
self._mock_query(aioresponses_mock)
async with KustoClient(self.HOST) as client:
with pytest.raises(KustoNetworkError):
response = await client.execute_query("PythonTest", "raiseNetwork")
@aio_documented_by(KustoClientTestsSync.test_sanity_control_command)
@pytest.mark.asyncio
async def test_sanity_control_command(self):
with aioresponses() as aioresponses_mock:
self._mock_mgmt(aioresponses_mock)
async with KustoClient(self.HOST) as client:
response = await client.execute_mgmt("NetDefaultDB", ".show version")
self._assert_sanity_control_command_response(response)
@pytest.mark.skipif(not PANDAS, reason="requires pandas")
@aio_documented_by(KustoClientTestsSync.test_sanity_data_frame)
@pytest.mark.asyncio
async def test_sanity_data_frame(self):
with aioresponses() as aioresponses_mock:
self._mock_query(aioresponses_mock)
async with KustoClient(self.HOST) as client:
response = await client.execute_query("PythonTest", "Deft")
data_frame = dataframe_from_result_table(response.primary_results[0])
self._assert_sanity_data_frame_response(data_frame)
@aio_documented_by(KustoClientTestsSync.test_partial_results)
@pytest.mark.asyncio
async def test_partial_results(self):
async with KustoClient(self.HOST) as client:
query = """set truncationmaxrecords = 5;
range x from 1 to 10 step 1"""
properties = ClientRequestProperties()
properties.set_option(ClientRequestProperties.results_defer_partial_query_failures_option_name, False)
with aioresponses() as aioresponses_mock:
self._mock_query(aioresponses_mock)
with pytest.raises(KustoMultiApiError) as e:
await client.execute_query("PythonTest", query, properties)
errors = e.value.get_api_errors()
assert len(errors) == 1
assert errors[0].code == "LimitsExceeded"
properties.set_option(ClientRequestProperties.results_defer_partial_query_failures_option_name, True)
self._mock_query(aioresponses_mock)
response = await client.execute_query("PythonTest", query, properties)
self._assert_partial_results_response(response)
@aio_documented_by(KustoClientTestsSync.test_admin_then_query)
@pytest.mark.asyncio
async def test_admin_then_query(self):
with aioresponses() as aioresponses_mock:
self._mock_mgmt(aioresponses_mock)
async with KustoClient(self.HOST) as client:
query = ".show tables | project DatabaseName, TableName"
response = await client.execute_mgmt("PythonTest", query)
self._assert_admin_then_query_response(response)
@aio_documented_by(KustoClientTestsSync.test_dynamic)
@pytest.mark.asyncio
async def test_dynamic(self):
with aioresponses() as aioresponses_mock:
self._mock_query(aioresponses_mock)
async with KustoClient(self.HOST) as client:
query = """print dynamic(123), dynamic("123"), dynamic("test bad json"),"""
""" dynamic(null), dynamic('{"rowId":2,"arr":[0,2]}'), dynamic({"rowId":2,"arr":[0,2]})"""
response = await client.execute_query("PythonTest", query)
row = response.primary_results[0].rows[0]
self._assert_dynamic_response(row)
@aio_documented_by(KustoClientTestsSync.test_empty_result)
@pytest.mark.asyncio
async def test_empty_result(self):
with aioresponses() as aioresponses_mock:
self._mock_query(aioresponses_mock)
async with KustoClient(self.HOST) as client:
query = """print 'a' | take 0"""
response = await client.execute_query("PythonTest", query)
assert response.primary_results[0]
@aio_documented_by(KustoClientTestsSync.test_null_values_in_data)
@pytest.mark.asyncio
async def test_null_values_in_data(self):
with aioresponses() as aioresponses_mock:
self._mock_query(aioresponses_mock)
async with KustoClient(self.HOST) as client:
query = "PrimaryResultName"
response = await client.execute_query("PythonTest", query)
assert response is not None
@aio_documented_by(KustoClientTestsSync.test_sanity_query)
@pytest.mark.asyncio
async def test_request_id(self):
with aioresponses() as aioresponses_mock:
properties = ClientRequestProperties()
request_id = "test_request_id"
properties.client_request_id = request_id
self._mock_query(aioresponses_mock)
async with KustoClient(self.HOST) as client:
response = await client.execute_query("PythonTest", "Deft", properties=properties)
first_request = next(iter(aioresponses_mock.requests.values()))
self._assert_client_request_id(first_request[0].kwargs, value=request_id)
self._assert_sanity_query_response(response)
@aio_documented_by(KustoClientTestsSync.test_proxy_token_providers)
@pytest.mark.asyncio
async def test_proxy_token_providers(self, proxy_kcsb):
"""Test query V2."""
proxy = "https://my_proxy.sample"
kcsb, auth_supports_proxy = proxy_kcsb
async with KustoClient(kcsb) as client:
client.set_proxy(proxy)
assert client._proxy_url == proxy
expected_dict = {"http": proxy, "https": proxy}
if not auth_supports_proxy:
return
assert client._aad_helper.token_provider._proxy_dict == expected_dict
CloudSettings._cloud_cache.clear()
with patch("requests.get", side_effect=mocked_requests_post) as mock_get:
client._aad_helper.token_provider._init_resources()
mock_get.assert_called_with("https://somecluster.kusto.windows.net/v1/rest/auth/metadata", proxies=expected_dict, allow_redirects=False)
|
