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
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
|
import pytest
import sys
from unittest.mock import patch
from sentry_sdk.integrations.spark.spark_driver import (
_set_app_properties,
_start_sentry_listener,
SentryListener,
SparkIntegration,
)
from sentry_sdk.integrations.spark.spark_worker import SparkWorkerIntegration
from pyspark import SparkContext
from py4j.protocol import Py4JJavaError
################
# DRIVER TESTS #
################
def test_set_app_properties():
spark_context = SparkContext(appName="Testing123")
_set_app_properties()
assert spark_context.getLocalProperty("sentry_app_name") == "Testing123"
# applicationId generated by sparkContext init
assert (
spark_context.getLocalProperty("sentry_application_id")
== spark_context.applicationId
)
def test_start_sentry_listener():
spark_context = SparkContext.getOrCreate()
gateway = spark_context._gateway
assert gateway._callback_server is None
_start_sentry_listener(spark_context)
assert gateway._callback_server is not None
def test_initialize_spark_integration(sentry_init):
sentry_init(integrations=[SparkIntegration()])
SparkContext.getOrCreate()
@pytest.fixture
def sentry_listener():
listener = SentryListener()
return listener
@pytest.fixture
def mock_add_breadcrumb():
with patch("sentry_sdk.add_breadcrumb") as mock:
yield mock
def test_sentry_listener_on_job_start(sentry_listener, mock_add_breadcrumb):
listener = sentry_listener
class MockJobStart:
def jobId(self): # noqa: N802
return "sample-job-id-start"
mock_job_start = MockJobStart()
listener.onJobStart(mock_job_start)
mock_add_breadcrumb.assert_called_once()
mock_hub = mock_add_breadcrumb.call_args
assert mock_hub.kwargs["level"] == "info"
assert "sample-job-id-start" in mock_hub.kwargs["message"]
@pytest.mark.parametrize(
"job_result, level", [("JobSucceeded", "info"), ("JobFailed", "warning")]
)
def test_sentry_listener_on_job_end(
sentry_listener, mock_add_breadcrumb, job_result, level
):
listener = sentry_listener
class MockJobResult:
def toString(self): # noqa: N802
return job_result
class MockJobEnd:
def jobId(self): # noqa: N802
return "sample-job-id-end"
def jobResult(self): # noqa: N802
result = MockJobResult()
return result
mock_job_end = MockJobEnd()
listener.onJobEnd(mock_job_end)
mock_add_breadcrumb.assert_called_once()
mock_hub = mock_add_breadcrumb.call_args
assert mock_hub.kwargs["level"] == level
assert mock_hub.kwargs["data"]["result"] == job_result
assert "sample-job-id-end" in mock_hub.kwargs["message"]
def test_sentry_listener_on_stage_submitted(sentry_listener, mock_add_breadcrumb):
listener = sentry_listener
class StageInfo:
def stageId(self): # noqa: N802
return "sample-stage-id-submit"
def name(self):
return "run-job"
def attemptId(self): # noqa: N802
return 14
class MockStageSubmitted:
def stageInfo(self): # noqa: N802
stageinf = StageInfo()
return stageinf
mock_stage_submitted = MockStageSubmitted()
listener.onStageSubmitted(mock_stage_submitted)
mock_add_breadcrumb.assert_called_once()
mock_hub = mock_add_breadcrumb.call_args
assert mock_hub.kwargs["level"] == "info"
assert "sample-stage-id-submit" in mock_hub.kwargs["message"]
assert mock_hub.kwargs["data"]["attemptId"] == 14
assert mock_hub.kwargs["data"]["name"] == "run-job"
@pytest.fixture
def get_mock_stage_completed():
def _inner(failure_reason):
class JavaException:
def __init__(self):
self._target_id = "id"
class FailureReason:
def get(self):
if failure_reason:
return "failure-reason"
else:
raise Py4JJavaError("msg", JavaException())
class StageInfo:
def stageId(self): # noqa: N802
return "sample-stage-id-submit"
def name(self):
return "run-job"
def attemptId(self): # noqa: N802
return 14
def failureReason(self): # noqa: N802
return FailureReason()
class MockStageCompleted:
def stageInfo(self): # noqa: N802
return StageInfo()
return MockStageCompleted()
return _inner
def test_sentry_listener_on_stage_completed_success(
sentry_listener, mock_add_breadcrumb, get_mock_stage_completed
):
listener = sentry_listener
mock_stage_completed = get_mock_stage_completed(failure_reason=False)
listener.onStageCompleted(mock_stage_completed)
mock_add_breadcrumb.assert_called_once()
mock_hub = mock_add_breadcrumb.call_args
assert mock_hub.kwargs["level"] == "info"
assert "sample-stage-id-submit" in mock_hub.kwargs["message"]
assert mock_hub.kwargs["data"]["attemptId"] == 14
assert mock_hub.kwargs["data"]["name"] == "run-job"
assert "reason" not in mock_hub.kwargs["data"]
def test_sentry_listener_on_stage_completed_failure(
sentry_listener, mock_add_breadcrumb, get_mock_stage_completed
):
listener = sentry_listener
mock_stage_completed = get_mock_stage_completed(failure_reason=True)
listener.onStageCompleted(mock_stage_completed)
mock_add_breadcrumb.assert_called_once()
mock_hub = mock_add_breadcrumb.call_args
assert mock_hub.kwargs["level"] == "warning"
assert "sample-stage-id-submit" in mock_hub.kwargs["message"]
assert mock_hub.kwargs["data"]["attemptId"] == 14
assert mock_hub.kwargs["data"]["name"] == "run-job"
assert mock_hub.kwargs["data"]["reason"] == "failure-reason"
################
# WORKER TESTS #
################
def test_spark_worker(monkeypatch, sentry_init, capture_events, capture_exceptions):
import pyspark.worker as original_worker
import pyspark.daemon as original_daemon
from pyspark.taskcontext import TaskContext
task_context = TaskContext._getOrCreate()
def mock_main():
task_context._stageId = 0
task_context._attemptNumber = 1
task_context._partitionId = 2
task_context._taskAttemptId = 3
try:
raise ZeroDivisionError
except ZeroDivisionError:
sys.exit(-1)
monkeypatch.setattr(original_worker, "main", mock_main)
sentry_init(integrations=[SparkWorkerIntegration()])
events = capture_events()
exceptions = capture_exceptions()
original_daemon.worker_main()
# SystemExit called, but not recorded as part of event
assert type(exceptions.pop()) == SystemExit
assert len(events[0]["exception"]["values"]) == 1
assert events[0]["exception"]["values"][0]["type"] == "ZeroDivisionError"
assert events[0]["tags"] == {
"stageId": "0",
"attemptNumber": "1",
"partitionId": "2",
"taskAttemptId": "3",
}
|
