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---
test case: Evaluate STL reduced set
in:
history:
- itemid: 1
value type: ITEM_VALUE_TYPE_FLOAT
data:
- value: 315.58
ts: 2021-03-27 10:01:05.000000001 +00:00
- value: 316.39
ts: 2021-03-27 10:01:04.000000000 +00:00
- value: 316.79
ts: 2021-03-27 10:01:03.000000000 +00:00
- value: 317.82
ts: 2021-03-27 10:01:02.000000000 +00:00
- value: 318.39
ts: 2021-03-27 10:01:01.000000000 +00:00
- value: 318.22
ts: 2021-03-27 10:01:00.000000000 +00:00
time: 2021-03-27 10:01:06.000000000 +00:00
season: 2
s_window: 61
seconds: 7
out:
return: SUCCEED
trend:
- value: 315.61471983
ts: 2021-03-27 10:01:05.000000001 +00:00
- value: 316.28264106
ts: 2021-03-27 10:01:04.000000000 +00:00
- value: 316.96965772
ts: 2021-03-27 10:01:03.000000000 +00:00
- value: 317.68901372
ts: 2021-03-27 10:01:02.000000000 +00:00
- value: 318.08865273
ts: 2021-03-27 10:01:01.000000000 +00:00
- value: 318.42158262
ts: 2021-03-27 10:01:00.000000000 +00:00
seasonal:
- value: -0.00498817
ts: 2021-03-27 10:01:05.000000001 +00:00
- value: 0.0049662
ts: 2021-03-27 10:01:04.000000000 +00:00
- value: -0.00494629
ts: 2021-03-27 10:01:03.000000000 +00:00
- value: 0.00492464
ts: 2021-03-27 10:01:02.000000000 +00:00
- value : -0.00490752
ts: 2021-03-27 10:01:01.000000000 +00:00
- value: 0.00486858
ts: 2021-03-27 10:01:00.000000000 +00:00
remainder:
- value: -0.02973166
ts: 2021-03-27 10:01:05.000000001 +00:00
- value: 0.10239275
ts: 2021-03-27 10:01:04.000000000 +00:00
- value: -0.17471143
ts: 2021-03-27 10:01:03.000000000 +00:00
- value: 0.12606164
ts: 2021-03-27 10:01:02.000000000 +00:00
- value: 0.30625479
ts: 2021-03-27 10:01:01.000000000 +00:00
- value: -0.2064512
ts: 2021-03-27 10:01:00.000000000 +00:00
---
test case: Evaluate STL reduced set, season is wrong
in:
history:
- itemid: 1
value type: ITEM_VALUE_TYPE_FLOAT
data:
- value: 315.58
ts: 2021-03-27 10:01:05.000000001 +00:00
- value: 316.39
ts: 2021-03-27 10:01:04.000000000 +00:00
- value: 316.79
ts: 2021-03-27 10:01:03.000000000 +00:00
- value: 317.82
ts: 2021-03-27 10:01:02.000000000 +00:00
- value: 318.39
ts: 2021-03-27 10:01:01.000000000 +00:00
- value: 318.22
ts: 2021-03-27 10:01:00.000000000 +00:00
time: 2021-03-27 10:01:06.000000000 +00:00
season: 1
s_window: 61
seconds: 7
out:
return: FAIL
---
test case: Evaluate STL reduced set, not enough data
in:
history:
- itemid: 1
value type: ITEM_VALUE_TYPE_FLOAT
data:
- value: 315.58
ts: 2021-03-27 10:01:05.000000001 +00:00
- value: 316.39
ts: 2021-03-27 10:01:04.000000000 +00:00
- value: 316.79
ts: 2021-03-27 10:01:03.000000000 +00:00
- value: 317.82
ts: 2021-03-27 10:01:02.000000000 +00:00
- value: 318.39
ts: 2021-03-27 10:01:01.000000000 +00:00
- value: 318.22
ts: 2021-03-27 10:01:00.000000000 +00:00
time: 2021-03-27 10:01:03.000000000 +00:00
season: 2
s_window: 61
seconds: 7
out:
return: FAIL
---
test case: Evaluate STL full set
in:
history:
- itemid: 1
value type: ITEM_VALUE_TYPE_FLOAT
data:
- value: 315.58
ts: 2021-03-27 10:06:48.000000000 +00:00
- value: 316.39
ts: 2021-03-27 10:06:47.000000000 +00:00
- value: 316.79
ts: 2021-03-27 10:06:46.000000000 +00:00
- value: 317.82
ts: 2021-03-27 10:06:45.000000000 +00:00
- value: 318.39
ts: 2021-03-27 10:06:44.000000000 +00:00
- value: 318.22
ts: 2021-03-27 10:06:43.000000000 +00:00
- value: 316.68
ts: 2021-03-27 10:06:42.000000000 +00:00
- value: 315.01
ts: 2021-03-27 10:06:41.000000000 +00:00
- value: 314.02
ts: 2021-03-27 10:06:40.000000000 +00:00
- value: 313.55
ts: 2021-03-27 10:06:39.000000000 +00:00
- value: 315.02
ts: 2021-03-27 10:06:38.000000000 +00:00
- value: 315.75
ts: 2021-03-27 10:06:37.000000000 +00:00
- value: 316.52
ts: 2021-03-27 10:06:36.000000000 +00:00
- value: 317.10
ts: 2021-03-27 10:06:35.000000000 +00:00
- value: 317.79
ts: 2021-03-27 10:06:34.000000000 +00:00
- value: 319.22
ts: 2021-03-27 10:06:33.000000000 +00:00
- value: 320.08
ts: 2021-03-27 10:06:32.000000000 +00:00
- value: 319.70
ts: 2021-03-27 10:06:31.000000000 +00:00
- value: 318.27
ts: 2021-03-27 10:06:30.000000000 +00:00
- value: 315.99
ts: 2021-03-27 10:06:29.000000000 +00:00
- value: 314.24
ts: 2021-03-27 10:06:28.000000000 +00:00
- value: 314.05
ts: 2021-03-27 10:06:27.000000000 +00:00
- value: 315.05
ts: 2021-03-27 10:06:26.000000000 +00:00
- value: 316.23
ts: 2021-03-27 10:06:25.000000000 +00:00
- value: 316.92
ts: 2021-03-27 10:06:24.000000000 +00:00
- value: 317.76
ts: 2021-03-27 10:06:23.000000000 +00:00
- value: 318.54
ts: 2021-03-27 10:06:22.000000000 +00:00
- value: 319.49
ts: 2021-03-27 10:06:21.000000000 +00:00
- value: 320.64
ts: 2021-03-27 10:06:20.000000000 +00:00
- value: 319.85
ts: 2021-03-27 10:06:19.000000000 +00:00
- value: 318.70
ts: 2021-03-27 10:06:18.000000000 +00:00
- value: 316.96
ts: 2021-03-27 10:06:17.000000000 +00:00
- value: 315.17
ts: 2021-03-27 10:06:16.000000000 +00:00
- value: 315.47
ts: 2021-03-27 10:06:15.000000000 +00:00
- value: 316.19
ts: 2021-03-27 10:06:14.000000000 +00:00
- value: 317.17
ts: 2021-03-27 10:06:13.000000000 +00:00
- value: 318.12
ts: 2021-03-27 10:06:12.000000000 +00:00
- value: 318.72
ts: 2021-03-27 10:06:11.000000000 +00:00
- value: 319.79
ts: 2021-03-27 10:06:10.000000000 +00:00
- value: 320.68
ts: 2021-03-27 10:06:09.000000000 +00:00
- value: 321.28
ts: 2021-03-27 10:06:08.000000000 +00:00
- value: 320.89
ts: 2021-03-27 10:06:07.000000000 +00:00
- value: 319.79
ts: 2021-03-27 10:06:06.000000000 +00:00
- value: 317.56
ts: 2021-03-27 10:06:05.000000000 +00:00
- value: 316.46
ts: 2021-03-27 10:06:04.000000000 +00:00
- value: 315.59
ts: 2021-03-27 10:06:03.000000000 +00:00
- value: 316.85
ts: 2021-03-27 10:06:02.000000000 +00:00
- value: 317.87
ts: 2021-03-27 10:06:01.000000000 +00:00
- value: 318.87
ts: 2021-03-27 10:06:00.000000000 +00:00
- value: 319.25
ts: 2021-03-27 10:05:59.000000000 +00:00
- value: 320.13
ts: 2021-03-27 10:05:58.000000000 +00:00
- value: 321.49
ts: 2021-03-27 10:05:57.000000000 +00:00
- value: 322.34
ts: 2021-03-27 10:05:56.000000000 +00:00
- value: 321.62
ts: 2021-03-27 10:05:55.000000000 +00:00
- value: 319.85
ts: 2021-03-27 10:05:54.000000000 +00:00
- value: 317.87
ts: 2021-03-27 10:05:53.000000000 +00:00
- value: 316.36
ts: 2021-03-27 10:05:52.000000000 +00:00
- value: 316.24
ts: 2021-03-27 10:05:51.000000000 +00:00
- value: 317.13
ts: 2021-03-27 10:05:50.000000000 +00:00
- value: 318.46
ts: 2021-03-27 10:05:49.000000000 +00:00
- value: 319.57
ts: 2021-03-27 10:05:48.000000000 +00:00
- value: 320.23
ts: 2021-03-27 10:05:47.000000000 +00:00
- value: 320.89
ts: 2021-03-27 10:05:46.000000000 +00:00
- value: 321.54
ts: 2021-03-27 10:05:45.000000000 +00:00
- value: 322.20
ts: 2021-03-27 10:05:44.000000000 +00:00
- value: 321.90
ts: 2021-03-27 10:05:43.000000000 +00:00
- value: 320.42
ts: 2021-03-27 10:05:42.000000000 +00:00
- value: 318.60
ts: 2021-03-27 10:05:41.000000000 +00:00
- value: 316.73
ts: 2021-03-27 10:05:40.000000000 +00:00
- value: 317.15
ts: 2021-03-27 10:05:39.000000000 +00:00
- value: 317.94
ts: 2021-03-27 10:05:38.000000000 +00:00
- value: 318.91
ts: 2021-03-27 10:05:37.000000000 +00:00
- value: 319.73
ts: 2021-03-27 10:05:36.000000000 +00:00
- value: 320.78
ts: 2021-03-27 10:05:35.000000000 +00:00
- value: 321.23
ts: 2021-03-27 10:05:34.000000000 +00:00
- value: 322.49
ts: 2021-03-27 10:05:33.000000000 +00:00
- value: 322.59
ts: 2021-03-27 10:05:32.000000000 +00:00
- value: 322.35
ts: 2021-03-27 10:05:31.000000000 +00:00
- value: 321.61
ts: 2021-03-27 10:05:30.000000000 +00:00
- value: 319.24
ts: 2021-03-27 10:05:29.000000000 +00:00
- value: 318.23
ts: 2021-03-27 10:05:28.000000000 +00:00
- value: 317.76
ts: 2021-03-27 10:05:27.000000000 +00:00
- value: 319.36
ts: 2021-03-27 10:05:26.000000000 +00:00
- value: 319.50
ts: 2021-03-27 10:05:25.000000000 +00:00
- value: 320.35
ts: 2021-03-27 10:05:24.000000000 +00:00
- value: 321.40
ts: 2021-03-27 10:05:23.000000000 +00:00
- value: 322.22
ts: 2021-03-27 10:05:22.000000000 +00:00
- value: 323.45
ts: 2021-03-27 10:05:21.000000000 +00:00
- value: 323.80
ts: 2021-03-27 10:05:20.000000000 +00:00
- value: 323.50
ts: 2021-03-27 10:05:19.000000000 +00:00
- value: 322.16
ts: 2021-03-27 10:05:18.000000000 +00:00
- value: 320.09
ts: 2021-03-27 10:05:17.000000000 +00:00
- value: 318.26
ts: 2021-03-27 10:05:16.000000000 +00:00
- value: 317.66
ts: 2021-03-27 10:05:15.000000000 +00:00
- value: 319.47
ts: 2021-03-27 10:05:14.000000000 +00:00
- value: 320.70
ts: 2021-03-27 10:05:13.000000000 +00:00
- value: 322.06
ts: 2021-03-27 10:05:12.000000000 +00:00
- value: 322.23
ts: 2021-03-27 10:05:11.000000000 +00:00
- value: 322.78
ts: 2021-03-27 10:05:10.000000000 +00:00
- value: 324.10
ts: 2021-03-27 10:05:09.000000000 +00:00
- value: 324.63
ts: 2021-03-27 10:05:08.000000000 +00:00
- value: 323.79
ts: 2021-03-27 10:05:07.000000000 +00:00
- value: 322.34
ts: 2021-03-27 10:05:06.000000000 +00:00
- value: 320.73
ts: 2021-03-27 10:05:05.000000000 +00:00
- value: 319.00
ts: 2021-03-27 10:05:04.000000000 +00:00
- value: 318.99
ts: 2021-03-27 10:05:03.000000000 +00:00
- value: 320.41
ts: 2021-03-27 10:05:02.000000000 +00:00
- value: 321.68
ts: 2021-03-27 10:05:01.000000000 +00:00
- value: 322.30
ts: 2021-03-27 10:05:00.000000000 +00:00
- value: 322.89
ts: 2021-03-27 10:04:59.000000000 +00:00
- value: 323.59
ts: 2021-03-27 10:04:58.000000000 +00:00
- value: 324.65
ts: 2021-03-27 10:04:57.000000000 +00:00
- value: 325.30
ts: 2021-03-27 10:04:56.000000000 +00:00
- value: 325.15
ts: 2021-03-27 10:04:55.000000000 +00:00
- value: 323.88
ts: 2021-03-27 10:04:54.000000000 +00:00
- value: 321.80
ts: 2021-03-27 10:04:53.000000000 +00:00
- value: 319.99
ts: 2021-03-27 10:04:52.000000000 +00:00
- value: 319.86
ts: 2021-03-27 10:04:51.000000000 +00:00
- value: 320.88
ts: 2021-03-27 10:04:50.000000000 +00:00
- value: 322.36
ts: 2021-03-27 10:04:49.000000000 +00:00
- value: 323.59
ts: 2021-03-27 10:04:48.000000000 +00:00
- value: 324.23
ts: 2021-03-27 10:04:47.000000000 +00:00
- value: 325.34
ts: 2021-03-27 10:04:46.000000000 +00:00
- value: 326.33
ts: 2021-03-27 10:04:45.000000000 +00:00
- value: 327.03
ts: 2021-03-27 10:04:44.000000000 +00:00
- value: 326.24
ts: 2021-03-27 10:04:43.000000000 +00:00
- value: 325.39
ts: 2021-03-27 10:04:42.000000000 +00:00
- value: 323.16
ts: 2021-03-27 10:04:41.000000000 +00:00
- value: 321.87
ts: 2021-03-27 10:04:40.000000000 +00:00
- value: 321.31
ts: 2021-03-27 10:04:39.000000000 +00:00
- value: 322.34
ts: 2021-03-27 10:04:38.000000000 +00:00
- value: 323.74
ts: 2021-03-27 10:04:37.000000000 +00:00
- value: 324.61
ts: 2021-03-27 10:04:36.000000000 +00:00
- value: 325.58
ts: 2021-03-27 10:04:35.000000000 +00:00
- value: 326.55
ts: 2021-03-27 10:04:34.000000000 +00:00
- value: 327.81
ts: 2021-03-27 10:04:33.000000000 +00:00
- value: 327.82
ts: 2021-03-27 10:04:32.000000000 +00:00
- value: 327.53
ts: 2021-03-27 10:04:31.000000000 +00:00
- value: 326.29
ts: 2021-03-27 10:04:30.000000000 +00:00
- value: 324.66
ts: 2021-03-27 10:04:29.000000000 +00:00
- value: 323.12
ts: 2021-03-27 10:04:28.000000000 +00:00
- value: 323.09
ts: 2021-03-27 10:04:27.000000000 +00:00
- value: 324.01
ts: 2021-03-27 10:04:26.000000000 +00:00
- value: 325.10
ts: 2021-03-27 10:04:25.000000000 +00:00
- value: 326.12
ts: 2021-03-27 10:04:24.000000000 +00:00
- value: 326.62
ts: 2021-03-27 10:04:23.000000000 +00:00
- value: 327.16
ts: 2021-03-27 10:04:22.000000000 +00:00
- value: 327.94
ts: 2021-03-27 10:04:21.000000000 +00:00
- value: 329.15
ts: 2021-03-27 10:04:20.000000000 +00:00
- value: 328.79
ts: 2021-03-27 10:04:19.000000000 +00:00
- value: 327.53
ts: 2021-03-27 10:04:18.000000000 +00:00
- value: 325.65
ts: 2021-03-27 10:04:17.000000000 +00:00
- value: 323.60
ts: 2021-03-27 10:04:16.000000000 +00:00
- value: 323.78
ts: 2021-03-27 10:04:15.000000000 +00:00
- value: 325.13
ts: 2021-03-27 10:04:14.000000000 +00:00
- value: 326.26
ts: 2021-03-27 10:04:13.000000000 +00:00
- value: 326.93
ts: 2021-03-27 10:04:12.000000000 +00:00
- value: 327.84
ts: 2021-03-27 10:04:11.000000000 +00:00
- value: 327.96
ts: 2021-03-27 10:04:10.000000000 +00:00
- value: 329.93
ts: 2021-03-27 10:04:09.000000000 +00:00
- value: 330.25
ts: 2021-03-27 10:04:08.000000000 +00:00
- value: 329.24
ts: 2021-03-27 10:04:07.000000000 +00:00
- value: 328.13
ts: 2021-03-27 10:04:06.000000000 +00:00
- value: 326.42
ts: 2021-03-27 10:04:05.000000000 +00:00
- value: 324.97
ts: 2021-03-27 10:04:04.000000000 +00:00
- value: 325.29
ts: 2021-03-27 10:04:03.000000000 +00:00
- value: 326.56
ts: 2021-03-27 10:04:02.000000000 +00:00
- value: 327.73
ts: 2021-03-27 10:04:01.000000000 +00:00
- value: 328.73
ts: 2021-03-27 10:04:00.000000000 +00:00
- value: 329.70
ts: 2021-03-27 10:03:59.000000000 +00:00
- value: 330.46
ts: 2021-03-27 10:03:58.000000000 +00:00
- value: 331.70
ts: 2021-03-27 10:03:57.000000000 +00:00
- value: 332.66
ts: 2021-03-27 10:03:56.000000000 +00:00
- value: 332.22
ts: 2021-03-27 10:03:55.000000000 +00:00
- value: 331.02
ts: 2021-03-27 10:03:54.000000000 +00:00
- value: 329.39
ts: 2021-03-27 10:03:53.000000000 +00:00
- value: 327.58
ts: 2021-03-27 10:03:52.000000000 +00:00
- value: 327.27
ts: 2021-03-27 10:03:51.000000000 +00:00
- value: 328.30
ts: 2021-03-27 10:03:50.000000000 +00:00
- value: 328.81
ts: 2021-03-27 10:03:49.000000000 +00:00
- value: 329.44
ts: 2021-03-27 10:03:48.000000000 +00:00
- value: 330.89
ts: 2021-03-27 10:03:47.000000000 +00:00
- value: 331.62
ts: 2021-03-27 10:03:46.000000000 +00:00
- value: 332.85
ts: 2021-03-27 10:03:45.000000000 +00:00
- value: 333.29
ts: 2021-03-27 10:03:44.000000000 +00:00
- value: 332.44
ts: 2021-03-27 10:03:43.000000000 +00:00
- value: 331.35
ts: 2021-03-27 10:03:42.000000000 +00:00
- value: 329.58
ts: 2021-03-27 10:03:41.000000000 +00:00
- value: 327.58
ts: 2021-03-27 10:03:40.000000000 +00:00
- value: 327.55
ts: 2021-03-27 10:03:39.000000000 +00:00
- value: 328.56
ts: 2021-03-27 10:03:38.000000000 +00:00
- value: 329.73
ts: 2021-03-27 10:03:37.000000000 +00:00
- value: 330.45
ts: 2021-03-27 10:03:36.000000000 +00:00
- value: 330.98
ts: 2021-03-27 10:03:35.000000000 +00:00
- value: 331.63
ts: 2021-03-27 10:03:34.000000000 +00:00
- value: 332.88
ts: 2021-03-27 10:03:33.000000000 +00:00
- value: 333.63
ts: 2021-03-27 10:03:32.000000000 +00:00
- value: 333.53
ts: 2021-03-27 10:03:31.000000000 +00:00
- value: 331.90
ts: 2021-03-27 10:03:30.000000000 +00:00
- value: 330.08
ts: 2021-03-27 10:03:29.000000000 +00:00
- value: 328.59
ts: 2021-03-27 10:03:28.000000000 +00:00
- value: 328.31
ts: 2021-03-27 10:03:27.000000000 +00:00
- value: 329.44
ts: 2021-03-27 10:03:26.000000000 +00:00
- value: 330.64
ts: 2021-03-27 10:03:25.000000000 +00:00
- value: 331.62
ts: 2021-03-27 10:03:24.000000000 +00:00
- value: 332.45
ts: 2021-03-27 10:03:23.000000000 +00:00
- value: 333.36
ts: 2021-03-27 10:03:22.000000000 +00:00
- value: 334.46
ts: 2021-03-27 10:03:21.000000000 +00:00
- value: 334.84
ts: 2021-03-27 10:03:20.000000000 +00:00
- value: 334.29
ts: 2021-03-27 10:03:19.000000000 +00:00
- value: 333.04
ts: 2021-03-27 10:03:18.000000000 +00:00
- value: 330.88
ts: 2021-03-27 10:03:17.000000000 +00:00
- value: 329.23
ts: 2021-03-27 10:03:16.000000000 +00:00
- value: 328.83
ts: 2021-03-27 10:03:15.000000000 +00:00
- value: 330.18
ts: 2021-03-27 10:03:14.000000000 +00:00
- value: 331.50
ts: 2021-03-27 10:03:13.000000000 +00:00
- value: 332.80
ts: 2021-03-27 10:03:12.000000000 +00:00
- value: 333.22
ts: 2021-03-27 10:03:11.000000000 +00:00
- value: 334.54
ts: 2021-03-27 10:03:10.000000000 +00:00
- value: 335.82
ts: 2021-03-27 10:03:09.000000000 +00:00
- value: 336.45
ts: 2021-03-27 10:03:08.000000000 +00:00
- value: 335.97
ts: 2021-03-27 10:03:07.000000000 +00:00
- value: 334.65
ts: 2021-03-27 10:03:06.000000000 +00:00
- value: 332.40
ts: 2021-03-27 10:03:05.000000000 +00:00
- value: 331.28
ts: 2021-03-27 10:03:04.000000000 +00:00
- value: 330.73
ts: 2021-03-27 10:03:03.000000000 +00:00
- value: 332.05
ts: 2021-03-27 10:03:02.000000000 +00:00
- value: 333.54
ts: 2021-03-27 10:03:01.000000000 +00:00
- value: 334.65
ts: 2021-03-27 10:03:00.000000000 +00:00
- value: 335.06
ts: 2021-03-27 10:02:59.000000000 +00:00
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season: 12
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out:
return: SUCCEED
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