forked from elastic/elasticsearch
-
Notifications
You must be signed in to change notification settings - Fork 0
/
jobs_get_stats.yml
329 lines (287 loc) · 9.81 KB
/
jobs_get_stats.yml
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
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
setup:
- skip:
features: headers
- do:
headers:
Authorization: "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA==" # run as x_pack_rest_user, i.e. the test setup superuser
xpack.ml.put_job:
job_id: job-stats-test
body: >
{
"job_id":"job-stats-test",
"description":"Analysis of response time by airline",
"analysis_config" : {
"bucket_span": "1h",
"detectors" :[{"function":"metric","field_name":"responsetime","by_field_name":"airline"}]
},
"analysis_limits" : {
"model_memory_limit": "10mb"
},
"data_description" : {
"format":"xcontent",
"time_field":"time",
"time_format":"epoch"
}
}
- do:
headers:
Authorization: "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA==" # run as x_pack_rest_user, i.e. the test setup superuser
xpack.ml.open_job:
job_id: job-stats-test
- do:
headers:
Authorization: "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA==" # run as x_pack_rest_user, i.e. the test setup superuser
xpack.ml.put_job:
job_id: jobs-get-stats-datafeed-job
body: >
{
"job_id":"jobs-get-stats-datafeed-job",
"description":"A job with a datafeed",
"analysis_config" : {
"bucket_span": "1h",
"detectors" :[{"function":"metric","field_name":"responsetime","by_field_name":"airline"}]
},
"analysis_limits" : {
"model_memory_limit": "10mb"
},
"data_description" : {
"format" : "xcontent",
"time_field":"time",
"time_format":"yyyy-MM-dd'T'HH:mm:ssX"
}
}
- do:
headers:
Authorization: "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA==" # run as x_pack_rest_user, i.e. the test setup superuser
xpack.ml.open_job:
job_id: jobs-get-stats-datafeed-job
- do:
headers:
Authorization: "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA==" # run as x_pack_rest_user, i.e. the test setup superuser
xpack.ml.put_datafeed:
datafeed_id: datafeed-1
body: >
{
"job_id":"jobs-get-stats-datafeed-job",
"indexes":["farequote"],
"types":["response"]
}
---
"Test get job stats after uploading data prompting the creation of some stats":
- do:
xpack.ml.post_data:
job_id: job-stats-test
body: >
{"airline":"AAL","responsetime":"132.2046","time":"1403481600"}
{"airline":"JZA","responsetime":"990.4628","time":"1403481600"}
- do:
xpack.ml.flush_job:
job_id: job-stats-test
- match: { flushed: true }
- do:
xpack.ml.get_job_stats:
job_id: job-stats-test
- match: { jobs.0.job_id : job-stats-test }
- match: { jobs.0.data_counts.processed_record_count: 2 }
- match: { jobs.0.data_counts.processed_field_count: 4 }
- match: { jobs.0.data_counts.input_field_count: 4 }
- match: { jobs.0.model_size_stats.model_bytes: 0 }
- match: { jobs.0.state: opened }
- is_true: jobs.0.node.name
- is_true: jobs.0.node.transport_address
- match: { jobs.0.node.attributes.ml\.enabled: "true"}
- is_true: jobs.0.open_time
---
"Test get job stats for closed job":
- do:
xpack.ml.post_data:
job_id: job-stats-test
body: >
{"airline":"AAL","responsetime":"132.2046","time":"1403481600"}
{"airline":"JZA","responsetime":"990.4628","time":"1403481600"}
- do:
xpack.ml.flush_job:
job_id: job-stats-test
- match: { flushed: true }
- do:
xpack.ml.close_job:
job_id: job-stats-test
- match: { closed: true }
- do:
xpack.ml.get_job_stats:
job_id: job-stats-test
- match: { jobs.0.job_id : job-stats-test }
- match: { jobs.0.data_counts.processed_record_count: 2 }
- match: { jobs.0.data_counts.processed_field_count: 4}
- match: { jobs.0.data_counts.input_field_count: 4 }
- gt: { jobs.0.model_size_stats.model_bytes: 0 }
- match: { jobs.0.state: closed }
- is_false: jobs.0.node
- is_false: jobs.0.open_time
---
"Test get job stats of datafeed job that has not received any data":
- do:
xpack.ml.get_job_stats:
job_id: jobs-get-stats-datafeed-job
- match: { jobs.0.job_id : jobs-get-stats-datafeed-job }
- match: { jobs.0.data_counts.processed_record_count: 0 }
- match: { jobs.0.model_size_stats.model_bytes : 0 }
- match: { jobs.0.state: opened }
- is_true: jobs.0.open_time
---
"Test get all job stats with _all":
- do:
xpack.ml.get_job_stats:
job_id: _all
- match: { count: 2 }
- match: { jobs.0.state: opened }
- match: { jobs.1.state: opened }
---
"Test get all job stats with wildcard":
- do:
xpack.ml.get_job_stats:
job_id: "*"
- match: { count: 2 }
- match: { jobs.0.state: opened }
- match: { jobs.1.state: opened }
---
"Test get all job stats implicitly":
- do:
xpack.ml.get_job_stats: {}
- match: { count: 2 }
---
"Test get job stats given missing job":
- do:
catch: missing
xpack.ml.get_job_stats:
job_id: unknown-job
---
"Test get job stats given pattern and allow_no_jobs":
- do:
xpack.ml.get_job_stats:
job_id: "missing-*"
allow_no_jobs: true
- match: { count: 0 }
---
"Test get job stats given pattern and not allow_no_jobs":
- do:
catch: missing
xpack.ml.get_job_stats:
job_id: "missing-*"
allow_no_jobs: false
---
"Test reading v54 data counts and model size stats":
- do:
xpack.ml.put_job:
job_id: job-stats-v54-bwc-test
body: >
{
"analysis_config" : {
"bucket_span": "1h",
"detectors" :[{"function":"metric","field_name":"responsetime","by_field_name":"airline"}]
},
"analysis_limits" : {
"model_memory_limit": "10mb"
},
"data_description" : {
}
}
- do:
headers:
Authorization: "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA==" # run as x_pack_rest_user, i.e. the test setup superuser
indices.refresh: {}
# This is testing that the documents with v5.4 IDs are fetched.
# Ideally we would use the v5.4 type but we can't put a mapping
# for another type into the single type indices. Type isn't used
# in the query so the test is valid
- do:
headers:
Authorization: "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA==" # run as x_pack_rest_user, i.e. the test setup superuser
Content-Type: application/json
index:
index: .ml-anomalies-shared
type: doc
id: job-stats-v54-bwc-test-data-counts
body:
{
job_id : job-stats-v54-bwc-test,
processed_record_count : 10,
processed_field_count : 0,
input_bytes : 0,
input_field_count : 0,
invalid_date_count : 0,
missing_field_count : 0,
out_of_order_timestamp_count : 0,
empty_bucket_count : 0,
sparse_bucket_count : 0,
bucket_count : 0,
input_record_count : 0,
latest_record_timestamp: 2000000000000
}
- do:
headers:
Authorization: "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA==" # run as x_pack_rest_user, i.e. the test setup superuser
Content-Type: application/json
index:
index: .ml-anomalies-shared
type: doc
id: job-stats-v54-bwc-test-model_size_stats
body:
{
job_id : job-stats-v54-bwc-test,
result_type : model_size_stats,
model_bytes : 0,
total_by_field_count : 101,
total_over_field_count : 0,
total_partition_field_count : 0,
bucket_allocation_failures_count : 0,
memory_status : ok,
log_time : 1495808248662
}
- do:
headers:
Authorization: "Basic eF9wYWNrX3Jlc3RfdXNlcjp4LXBhY2stdGVzdC1wYXNzd29yZA==" # run as x_pack_rest_user, i.e. the test setup superuser
indices.refresh:
index: [.ml-anomalies-shared]
- do:
xpack.ml.get_job_stats:
job_id: job-stats-v54-bwc-test
- match: { jobs.0.job_id : job-stats-v54-bwc-test }
- match: { jobs.0.data_counts.processed_record_count: 10 }
- match: { jobs.0.model_size_stats.total_by_field_count: 101 }
---
"Test no exception on get job stats with missing index":
- do:
xpack.ml.post_data:
job_id: job-stats-test
body: >
{"airline":"AAL","responsetime":"132.2046","time":"1403481600"}
{"airline":"JZA","responsetime":"990.4628","time":"1403481600"}
- do:
xpack.ml.close_job:
job_id: jobs-get-stats-datafeed-job
- match: { closed: true }
- do:
xpack.ml.close_job:
job_id: job-stats-test
- match: { closed: true }
- do:
indices.delete:
index: .ml-anomalies-shared
- do:
xpack.ml.get_job_stats: {}
- match: { count: 2 }
- match: { jobs.0.data_counts.processed_record_count: 0 }
- match: { jobs.0.data_counts.processed_field_count: 0 }
- match: { jobs.0.data_counts.input_field_count: 0 }
- match: { jobs.0.model_size_stats.model_bytes: 0 }
- match: { jobs.0.state: closed }
- is_false: jobs.0.node
- is_false: jobs.0.open_time
- match: { jobs.1.data_counts.processed_record_count: 0 }
- match: { jobs.1.data_counts.processed_field_count: 0 }
- match: { jobs.1.data_counts.input_field_count: 0 }
- match: { jobs.1.model_size_stats.model_bytes: 0 }
- match: { jobs.1.state: closed }
- is_false: jobs.1.node
- is_false: jobs.1.open_time