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
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
|
from __future__ import annotations
from collections import Counter
from copy import deepcopy
from datetime import datetime
import os
import subprocess
from unittest import mock
import pytest
from con_duct.__main__ import (
EXECUTION_SUMMARY_FORMAT,
Averages,
ProcessStats,
Report,
Sample,
)
stat0 = ProcessStats(
pcpu=0.0,
pmem=0,
rss=0,
vsz=0,
timestamp="2024-06-11T10:09:37-04:00",
etime="00:00",
cmd="cmd 1",
stat=Counter(["stat0"]),
)
stat1 = ProcessStats(
pcpu=1.0,
pmem=0,
rss=0,
vsz=0,
timestamp="2024-06-11T10:13:23-04:00",
etime="00:02",
cmd="cmd 1",
stat=Counter(["stat1"]),
)
stat2 = ProcessStats(
pcpu=1.1,
pmem=1.1,
rss=11,
vsz=11,
timestamp="2024-06-11T10:13:23-04:00",
etime="00:02",
cmd="cmd 1",
stat=Counter(["stat2"]),
)
def test_sample_max_initial_values_one_pid() -> None:
maxes = Sample()
ex0 = Sample()
ex0.add_pid(1, deepcopy(stat0))
maxes = maxes.aggregate(ex0)
assert maxes.stats == {1: stat0}
def test_sample_max_one_pid() -> None:
maxes = Sample()
maxes.add_pid(1, deepcopy(stat0))
ex1 = Sample()
ex1.add_pid(1, deepcopy(stat1))
maxes = maxes.aggregate(ex1)
assert maxes.stats[1].rss == stat1.rss
assert maxes.stats[1].vsz == stat1.vsz
assert maxes.stats[1].pmem == stat1.pmem
assert maxes.stats[1].pcpu == stat1.pcpu
def test_sample_max_initial_values_two_pids() -> None:
maxes = Sample()
ex0 = Sample()
ex0.add_pid(1, deepcopy(stat0))
ex0.add_pid(2, deepcopy(stat0))
maxes = maxes.aggregate(ex0)
assert maxes.stats == {1: stat0, 2: stat0}
assert maxes.stats == {1: stat0, 2: stat0}
def test_sample_aggregate_two_pids() -> None:
maxes = Sample()
maxes.add_pid(1, deepcopy(stat0))
maxes.add_pid(2, deepcopy(stat0))
assert maxes.stats[1].stat["stat0"] == 1
assert maxes.stats[2].stat["stat0"] == 1
assert maxes.stats[1].stat["stat1"] == 0
assert maxes.stats[2].stat["stat1"] == 0
ex1 = Sample()
ex1.add_pid(1, deepcopy(stat1))
maxes = maxes.aggregate(ex1)
assert maxes.stats[1].stat["stat0"] == 1
assert maxes.stats[2].stat["stat0"] == 1
assert maxes.stats[1].stat["stat1"] == 1
assert maxes.stats[2].stat["stat1"] == 0
ex2 = Sample()
ex2.add_pid(2, deepcopy(stat1))
maxes = maxes.aggregate(ex2)
# Check the `stat` counts one of each for both pids
assert maxes.stats[1].stat["stat0"] == 1
assert maxes.stats[2].stat["stat0"] == 1
assert maxes.stats[1].stat["stat1"] == 1
assert maxes.stats[2].stat["stat1"] == 1
# Each stat1 value > stat0 value
assert maxes.stats[1].pcpu == stat1.pcpu
assert maxes.stats[1].pmem == stat1.pmem
assert maxes.stats[1].rss == stat1.rss
assert maxes.stats[1].vsz == stat1.vsz
assert maxes.stats[2].pcpu == stat1.pcpu
assert maxes.stats[2].pmem == stat1.pmem
assert maxes.stats[2].rss == stat1.rss
assert maxes.stats[2].vsz == stat1.vsz
def test_average_no_samples() -> None:
averages = Averages()
assert averages.num_samples == 0
sample = Sample()
sample.averages = averages
serialized = sample.for_json()
assert "averages" in serialized
assert not serialized["averages"]
def test_averages_one_sample() -> None:
sample = Sample()
sample.add_pid(1, deepcopy(stat0))
averages = Averages.from_sample(sample)
assert averages.rss == sample.total_rss
assert averages.vsz == sample.total_vsz
assert averages.pmem == sample.total_pmem
assert averages.pcpu == sample.total_pcpu
assert averages.num_samples == 1
def test_averages_two_samples() -> None:
sample = Sample()
sample.add_pid(1, deepcopy(stat0))
averages = Averages.from_sample(sample)
sample2 = Sample()
sample2.add_pid(2, deepcopy(stat1))
averages.update(sample2)
assert averages.pcpu == (stat0.pcpu + stat1.pcpu) / 2
def test_averages_three_samples() -> None:
sample = Sample()
sample.add_pid(1, deepcopy(stat0))
averages = Averages.from_sample(sample)
sample2 = Sample()
sample2.add_pid(2, deepcopy(stat1))
averages.update(sample2)
averages.update(sample2)
assert averages.pcpu == (stat0.pcpu + (2 * stat1.pcpu)) / 3
def test_sample_totals() -> None:
sample = Sample()
sample.add_pid(1, deepcopy(stat2))
sample.add_pid(2, deepcopy(stat2))
assert sample.total_rss == stat2.rss * 2
assert sample.total_vsz == stat2.vsz * 2
assert sample.total_pmem == stat2.pmem * 2
assert sample.total_pcpu == stat2.pcpu * 2
@pytest.mark.parametrize(
"pcpu, pmem, rss, vsz, etime, cmd",
[
(1.0, 1.1, 1024, 1025, "00:00", "cmd"),
(0.5, 0.7, 20.48, 40.96, "00:01", "any"),
(1, 2, 3, 4, "100:1000", "string"),
(0, 0.0, 0, 0.0, "999:999:999", "can have spaces"),
(2.5, 3.5, 8192, 16384, "any", "for --this --kind of thing"),
(100.0, 99.9, 65536, 131072, "string", "cmd"),
],
)
def test_process_stats_green(
pcpu: float, pmem: float, rss: int, vsz: int, etime: str, cmd: str
) -> None:
# Assert does not raise
ProcessStats(
pcpu=pcpu,
pmem=pmem,
rss=rss,
vsz=vsz,
timestamp=datetime.now().astimezone().isoformat(),
etime=etime,
cmd=cmd,
stat=Counter(["stat0"]),
)
@pytest.mark.parametrize(
"pcpu, pmem, rss, vsz, etime, cmd",
[
("only", 1.1, 1024, 1025, "etime", "cmd"),
(0.5, "takes", 20.48, 40.96, "some", "str"),
(1, 2, "one", 4, "anything", "accepted"),
(1, 2, 3, "value", "etime", "cmd"),
("2", "fail", "or", "more", "etime", "cmd"),
],
)
def test_process_stats_red(
pcpu: float, pmem: float, rss: int, vsz: int, etime: str, cmd: str
) -> None:
with pytest.raises(AssertionError):
ProcessStats(
pcpu=pcpu,
pmem=pmem,
rss=rss,
vsz=vsz,
timestamp=datetime.now().astimezone().isoformat(),
etime=etime,
cmd=cmd,
stat=Counter(["stat0"]),
)
@mock.patch("con_duct.__main__.LogPaths")
def test_system_info_sanity(mock_log_paths: mock.MagicMock) -> None:
mock_log_paths.prefix = "mock_prefix"
cwd = os.getcwd()
report = Report(
"_cmd", [], mock_log_paths, EXECUTION_SUMMARY_FORMAT, cwd, clobber=False
)
report.get_system_info()
assert report.system_info is not None
assert report.system_info.hostname
assert report.system_info.cpu_total
assert report.system_info.memory_total > 10
assert report.system_info.uid == os.getuid()
assert report.system_info.user == os.environ.get("USER")
@mock.patch("con_duct.__main__.shutil.which")
@mock.patch("con_duct.__main__.subprocess.check_output")
@mock.patch("con_duct.__main__.LogPaths")
def test_gpu_parsing_green(
mock_log_paths: mock.MagicMock, mock_sp: mock.MagicMock, _mock_which: mock.MagicMock
) -> None:
mock_sp.return_value = (
"index, name, pci.bus_id, driver_version, memory.total [MiB], compute_mode\n"
"0, NVIDIA RTX A5500 Laptop GPU, 00000000:01:00.0, 535.183.01, 16384 MiB, Default"
).encode("utf-8")
cwd = os.getcwd()
report = Report(
"_cmd", [], mock_log_paths, EXECUTION_SUMMARY_FORMAT, cwd, clobber=False
)
report.get_system_info()
assert report.gpus is not None
assert report.gpus == [
{
"index": "0",
"name": "NVIDIA RTX A5500 Laptop GPU",
"bus_id": "00000000:01:00.0",
"driver_version": "535.183.01",
"memory.total": "16384 MiB",
"compute_mode": "Default",
}
]
@mock.patch("con_duct.__main__.lgr")
@mock.patch("con_duct.__main__.shutil.which")
@mock.patch("con_duct.__main__.subprocess.check_output")
@mock.patch("con_duct.__main__.LogPaths")
def test_gpu_call_error(
mock_log_paths: mock.MagicMock,
mock_sp: mock.MagicMock,
_mock_which: mock.MagicMock,
mlgr: mock.MagicMock,
) -> None:
mock_sp.side_effect = subprocess.CalledProcessError(1, "errrr")
cwd = os.getcwd()
report = Report(
"_cmd", [], mock_log_paths, EXECUTION_SUMMARY_FORMAT, cwd, clobber=False
)
report.get_system_info()
assert report.gpus is None
mlgr.warning.assert_called_once()
@mock.patch("con_duct.__main__.lgr")
@mock.patch("con_duct.__main__.shutil.which")
@mock.patch("con_duct.__main__.subprocess.check_output")
@mock.patch("con_duct.__main__.LogPaths")
def test_gpu_parse_error(
mock_log_paths: mock.MagicMock,
mock_sp: mock.MagicMock,
_mock_which: mock.MagicMock,
mlgr: mock.MagicMock,
) -> None:
mock_sp.return_value = (
"index, name, pci.bus_id, driver_version, memory.total [MiB], compute_mode\n"
"not-enough-values, 535.183.01, 16384 MiB, Default"
).encode("utf-8")
cwd = os.getcwd()
report = Report(
"_cmd", [], mock_log_paths, EXECUTION_SUMMARY_FORMAT, cwd, clobber=False
)
report.get_system_info()
assert report.gpus is None
mlgr.warning.assert_called_once()
|
