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added threshold for each metric #72

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added threshold for each metric #72

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shashank-boyapally
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Type of change

Threshold allows only changepoints which are above the certain value

  • Refactor
  • New feature
  • Bug fix
  • Optimization
  • Documentation Update

Description

aws-small-scale-cluster-density-v2
==================================
time                       uuid                                  buildUrl                        podReadyLatency_P99    apiserverCPU_avg    ovnCPU_avg    etcdCPU_avg    etcdDisk_avg
-------------------------  ------------------------------------  ----------------------------  ---------------------  ------------------  ------------  -------------  --------------
2024-01-10 12:31:35 +0000  4cb3efec-609a-4ac5-985d-4cbbcbb11625  https://tinyurl.com/2ya4ka9z                  13000            10.2345        2.8504         8.76632       0.0137274
2024-01-10 22:50:28 +0000  f01c78d5-ae88-4874-a0ae-1a3b352f5ad6  https://tinyurl.com/28sl5f3o                  13000            10.3529        2.79901        8.36161       0.0135395
2024-01-11 23:46:49 +0000  5126df09-5f63-4a8e-85ee-57705922e967  https://tinyurl.com/2yqe6l4w                  13000            10.3212        2.79764        7.90962       0.0139922
2024-01-15 20:17:39 +0000  df03aadf-9616-49fa-9465-22b0e91992b2  https://tinyurl.com/2cqvs3x4                  13000            10.4224        3.15523        8.83257       0.0141045
2024-01-17 12:41:02 +0000  1de91aa1-5482-4d49-9801-fb9615de4418  https://tinyurl.com/235xg3wd                  13000             9.25835       2.93132        8.04937       0.0134531
2024-01-24 12:39:17 +0000  9fe2408b-ee0d-43fb-ba6a-84d30bb759da  https://tinyurl.com/23zo6bcu                  13000            10.6048        3.11265        9.07386       0.0144371
2024-01-31 12:35:29 +0000  2bddacff-3bd7-4c7a-95cf-a6e4a52b2fba  https://tinyurl.com/27upj6mr                  13000            10.2883        3.12028        9.35054       0.0150225
2024-02-07 13:09:24 +0000  e577b064-70a2-459b-b6cd-98614726cc3c  https://tinyurl.com/26s36mfo                  13000            10.2038        3.15867        8.9529        0.0141896
2024-02-07 17:32:07 +0000  20dae2c1-cfa5-4046-bdc2-59e90fda7c30  https://tinyurl.com/222b3jpa                  13000            10.6062        3.26523        9.28705       0.0144911
2024-02-14 12:38:57 +0000  2e180908-5f89-4469-a3fa-153e855779af  https://tinyurl.com/23a58at7                  13000            10.2731        3.30831        9.01405       0.0133917
2024-02-14 13:15:36 +0000  c926ea51-92ca-4203-9821-e199d801034b  https://tinyurl.com/22qxc9sr                  13000            10.1882        3.16682        8.63889       0.0135229
2024-02-21 02:25:46 +0000  1e0b048a-bcf1-474b-9fb4-77f933461413  https://tinyurl.com/2yonk7sy                  13000            10.0391        3.18345        8.0063        0.0129821
2024-02-21 12:35:08 +0000  e059a12e-aefe-431a-8eaa-f34ce48994cd  https://tinyurl.com/29szayv7                  13000            10.0949        3.27436        8.31185       0.012461
                                                                                                                      ··················                ·············                  
                                                                                                                                   -8.6%                       -17.3%                  
                                                                                                                      ··················                ·············                  
2024-02-28 02:17:19 +0000  219a5c09-0bcf-4ec3-84d5-cb8aee3218d4  https://tinyurl.com/23kpomqg                  13000             9.00811       3.22426        6.97493       0.013026
2024-02-28 12:46:49 +0000  3864e515-4caa-4e99-b99f-67925bb53029  https://tinyurl.com/2xo22euw                  13000             9.65584       3.24895        7.20476       0.0131472
2024-03-06 12:38:05 +0000  df0b8f8e-52d8-4c5b-9130-509c0924c2d6  https://tinyurl.com/27q9y8to                  13000             9.25314       3.30348        7.00349       0.0131455
2024-03-13 02:25:40 +0000  e2fd030f-855b-483c-b094-d5fcbe72718a  https://tinyurl.com/29pecjbe                  13000             8.93441       3.19158        7.12882       0.0133519
2024-03-13 12:48:34 +0000  812475fe-25c0-41d4-ad1a-c8f406212eef  https://tinyurl.com/27fwgs33                  13000             9.11616       3.17404        6.74895       0.0131384
2024-03-20 02:26:08 +0000  a533da3f-5fbe-43eb-bef4-003d2b047726  https://tinyurl.com/2b6txxdd                  13000             9.37147       3.2592         7.53344       0.0148713
2024-03-20 12:32:54 +0000  84488f1a-4ec6-499b-bcd3-f4eaeefd699b  https://tinyurl.com/25twxtmj                  13000             9.34877       3.28761        7.24892       0.0138775
2024-03-27 02:11:57 +0000  0d204cd2-31e2-4ee2-a540-4c206a4577ed  https://tinyurl.com/225gmswv                  13000             9.43271       3.28082        7.33279       0.0140796
2024-03-27 12:33:47 +0000  d619f7bc-6954-48f8-b529-02ced8d4ae74  https://tinyurl.com/24mf4gzp                  13000             9.17934       3.44703        7.13284       0.0142369
2024-04-03 03:38:31 +0000  527844a7-3682-4271-852f-ae6a77d8947a  https://tinyurl.com/28oa3hll                  13000             9.2299        3.27134        6.81921       0.0134026
2024-04-17 02:16:39 +0000  4029c2e9-b9c8-435d-82a0-dc52c63e1a50  https://tinyurl.com/25pnekv2                  13000             9.0024        3.35813        6.93481       0.0128629
2024-04-17 03:49:52 +0000  ab6969fb-f9ce-473b-aee4-bd66cc19f5cb  https://tinyurl.com/24rrsch5                  13000             8.91131       3.24403        7.20655       0.0138014
2024-04-24 02:09:19 +0000  2e8f9988-bada-413a-ad63-656df5f2eaf7  https://tinyurl.com/224m9dsa                  13000             8.93399       3.39577        7.08706       0.0130902
2024-04-24 03:47:34 +0000  9f78ac9b-8652-400d-8063-57043facd733  https://tinyurl.com/2cr23oos                  13000             8.67356       3.20776        6.58724       0.0149222
                                                                                                                                          ············                                 
                                                                                                                                                -19.7%                                 
                                                                                                                                          ············                                 
2024-05-01 02:16:23 +0000  2945c39b-d904-46bb-8f78-e129b8ddfd35  https://tinyurl.com/2bmb5t46                  13000             9.58883       2.542          7.26188       0.0152372
2024-05-08 02:24:32 +0000  e016864f-510c-48cb-a3b4-ee3b4bff2fe9  https://tinyurl.com/2yhvh9dx                  13000             9.39071       2.67224        7.64244       0.0134759
2024-05-08 03:46:15 +0000  0468c94a-2bf1-4ca3-97f0-2280ebd487db  https://tinyurl.com/22j89bdq                  13000             9.4917        2.68628        7.3237        0.0165043
2024-05-14 20:37:05 +0000  b064a6e7-5d91-43e2-b16c-8f4004b9a23f  https://tinyurl.com/24mgxoj3                  13000            13.5019        2.63138        7.76693       0.0161574
2024-05-15 02:06:50 +0000  af826535-1c3c-49dd-8aa7-4a80bff3700a  https://tinyurl.com/2y4tyb37                  13000             9.05086       2.68502        6.94272       0.0168564
2024-05-15 03:44:43 +0000  b7b53b6a-1a50-473e-881c-791139075a54  https://tinyurl.com/22gfaqul                  13000             9.48182       2.66441        7.27004       0.0149227
                                                                                                                                                        ·············                  
                                                                                                                                                                -6.6%                  
                                                                                                                                                        ·············                  
2024-05-22 02:23:35 +0000  e400489d-474b-4158-ac43-4bbe35b640a3  https://tinyurl.com/2avw5hxp                  13000             9.35979       2.66682        6.82098       0.0168732
2024-05-22 04:00:17 +0000  618dfe01-2495-4a16-a06c-98ce241dbab9  https://tinyurl.com/28mh9ppe                  13000            10.1278        2.65652        6.72987       0.0151064
2024-05-23 15:06:47 +0000  134a8135-08b8-4daf-a17d-a9f6f33bf00b  https://tinyurl.com/2dznzm2o                  13000             9.70485       2.77364        7.13634       0.0149523
2024-06-02 02:23:51 +0000  5819eef1-7f98-44e5-8b92-bbad15c3a925  https://tinyurl.com/2xz596ku                  13000             9.33462       2.74929        6.74263       0.0144377
2024-06-02 03:48:42 +0000  9e18ee93-5a25-4035-8b07-835cdf24f514  https://tinyurl.com/2bpz98mr                  13000             8.87397       2.49596        6.40476       0.0144773
2024-06-09 02:31:49 +0000  e8619f9d-3e7e-41cc-81a2-4c55bf710ac5  https://tinyurl.com/22x5og27                  13000             8.89217       2.5665         6.74311       0.0146992
2024-06-09 03:52:52 +0000  0c92d92f-0d35-4002-8cb7-ac833b8dae81  https://tinyurl.com/2byzykfm                  13000             8.72857       2.66854        6.07577       0.013204
2024-06-16 02:22:47 +0000  46698c7c-6229-4e51-9c1c-424e4892db6d  https://tinyurl.com/2jp6kyls                  13000             8.83611       2.63879        6.72614       0.014672
2024-06-16 03:46:32 +0000  eefb5239-a3af-4e70-8246-c207d6aa993d  https://tinyurl.com/2qrdzskk                  13000             9.1825        2.56609        6.30472       0.0151793
2024-06-23 02:16:09 +0000  94117619-2537-4c21-9414-f34163582687  https://tinyurl.com/2mt2t7o7                  13000             9.33871       2.53837        7.14837       0.0162048
2024-06-23 03:48:26 +0000  1beff918-3822-445b-9eaa-25b97516b8cd  https://tinyurl.com/2mdljkxp                  13000             8.95277       2.68961        6.70805       0.014835
2024-07-02 02:15:25 +0000  3d2d2eb8-eef4-4949-9913-706e6bb44a7d  https://tinyurl.com/28zkdakb                  13000             9.19195       2.63494        6.75169       0.0151277
2024-07-02 04:01:36 +0000  802cd49d-ec87-4290-9138-fbf0ebcb003e  https://tinyurl.com/2cgv2vgo                  13000             9.49304       2.77558        6.77697       0.095639
2024-07-09 02:36:57 +0000  108ae357-69b1-450f-841b-e31192b06124  https://tinyurl.com/24k9nmnv                  13000             9.23414       2.60243        6.77876       0.015257
2024-07-09 03:57:37 +0000  1992c5cc-14a6-4b9c-821c-9c9190e33fee  https://tinyurl.com/24peftkp                  13000             9.22411       2.68723        6.44685       0.0164871
2024-07-12 05:59:57 +0000  19cc5420-7874-4a1d-a7a4-145b2cb1e137  https://tinyurl.com/28gtquad                  13000            13.6386        2.70217        7.19755       0.0176438
2024-07-12 17:12:09 +0000  61b2585e-bae0-43c6-b20e-7836d82966d0  https://tinyurl.com/23aexk6f                  13000            13.5351        2.82861        7.47695       0.0153671
2024-07-16 10:30:54 +0000  f7542179-1f7f-49f7-9d97-8d1dd6ce84a4  https://tinyurl.com/22czebpz                  13000             9.19822       2.63155        6.7938        0.0147343
2024-07-16 13:57:59 +0000  1480099e-e108-4ee9-9519-722e63ed87b9  https://tinyurl.com/2y4damzx                  13000             9.08859       2.63408        6.55184       0.0172996
2024-07-17 11:24:00 +0000  040128c5-b39c-43c3-8ca9-dfb9b10e91e9  https://tinyurl.com/2xuhw2b8                  13000            13.2697        2.49219        8.41471       0.0226731
2024-07-24 11:08:53 +0000  34812eed-0200-4ac1-9312-874706b35730  https://tinyurl.com/2dd32qkn                  13000            13.3616        2.52808        8.72798       0.0216129
2024-08-02 10:48:28 +0000  9a52078d-1f01-43bd-8bc3-81e6deb18965  https://tinyurl.com/2xn599gm                  13000             9.10756       2.74433        6.59389       0.0149613
2024-08-02 13:46:48 +0000  3384ae7d-8c37-4750-ae36-4d4eb7571bca  https://tinyurl.com/28jqlz9f                  13000             9.65455       2.60241        6.97501       0.0139434
2024-08-03 11:04:05 +0000  d4aa2b85-2bcf-4dbb-a6e8-acf3ce184289  https://tinyurl.com/23sbxxqg                  13000            13.554         2.55718        8.47033       0.0155697
2024-08-10 10:51:39 +0000  e4555243-7beb-4535-b2aa-271917e2ad0c  https://tinyurl.com/2426blx8                  13000            13.42          2.55408        8.64175       0.0253407
2024-08-16 10:19:01 +0000  87c6e9ad-6ac5-459e-b5f4-b47108a72414  https://tinyurl.com/25zudaog                  13000             9.18769       2.65559        6.82992       0.0165064
2024-08-16 13:46:53 +0000  7b481c82-438e-4461-a4ac-ea7da4f0b5f3  https://tinyurl.com/2yut83lo                  13000             9.17754       2.72878        6.85646       0.0164923
2024-08-17 11:01:37 +0000  362922df-34ff-44bd-b741-e4a5b437df67  https://tinyurl.com/2cr4eypy                  13000            13.4152        2.57022        8.58397       0.0172752
2024-08-24 11:03:33 +0000  5155db10-a07e-43de-8d29-cf83a9ba88b7  https://tinyurl.com/259qpol6                  13000            12.9783        2.47705        8.54331       0.0160413
2024-09-02 10:19:55 +0000  a2a29b01-eddb-4e74-8865-0fc5739ae6c5  https://tinyurl.com/27oddmqb                  13000             9.23296       2.61185        6.71617       0.0164377
2024-09-02 13:54:12 +0000  6d220384-24cc-4267-8354-4f0a897990d2  https://tinyurl.com/2783rbuu                  13000             8.90086       2.63974        6.52885       0.0167167
2024-09-03 11:06:04 +0000  1bde66eb-f800-4b66-b70c-b1589b98c9c7  https://tinyurl.com/27n3w4zt                  13000            13.0708        2.41177        8.57782       0.0220064
2024-09-10 11:03:38 +0000  142dc3c6-2b4e-4b71-af73-285b5bd75e10  https://tinyurl.com/24glqsyk                  13000            12.9667        2.48559        8.26725       0.0228113
2024-09-16 10:15:10 +0000  b8aca470-7a03-4e5b-ab6f-168bd0eaba5d  https://tinyurl.com/2cpa9uuw                  13000             8.82769       2.54341        6.43108       0.0145867
2024-09-16 14:03:14 +0000  6de8b53d-6596-4b2c-b403-ee052e6cb817  https://tinyurl.com/26vtm2ag                  13000             8.80082       2.66699        6.58321       0.0159562

metrics : 
    - name:  podReadyLatency
      metricName: podLatencyQuantilesMeasurement
      quantileName: Ready
      metric_of_interest: P99
      direction: -1
      threshold: 10
      not: 
        jobConfig.name: "garbage-collection"
      labels:
        - "[JIRA: PodLatency]"

aws-small-scale-cluster-density-v2
==================================
time                       uuid                                  buildUrl                        podReadyLatency_P99    apiserverCPU_avg    ovnCPU_avg    etcdCPU_avg    etcdDisk_avg
-------------------------  ------------------------------------  ----------------------------  ---------------------  ------------------  ------------  -------------  --------------
2024-01-10 12:31:35 +0000  4cb3efec-609a-4ac5-985d-4cbbcbb11625  https://tinyurl.com/2ya4ka9z                  13000            10.2345        2.8504         8.76632       0.0137274
2024-01-10 22:50:28 +0000  f01c78d5-ae88-4874-a0ae-1a3b352f5ad6  https://tinyurl.com/28sl5f3o                  13000            10.3529        2.79901        8.36161       0.0135395
2024-01-11 23:46:49 +0000  5126df09-5f63-4a8e-85ee-57705922e967  https://tinyurl.com/2yqe6l4w                  13000            10.3212        2.79764        7.90962       0.0139922
2024-01-15 20:17:39 +0000  df03aadf-9616-49fa-9465-22b0e91992b2  https://tinyurl.com/2cqvs3x4                  13000            10.4224        3.15523        8.83257       0.0141045
2024-01-17 12:41:02 +0000  1de91aa1-5482-4d49-9801-fb9615de4418  https://tinyurl.com/235xg3wd                  13000             9.25835       2.93132        8.04937       0.0134531
2024-01-24 12:39:17 +0000  9fe2408b-ee0d-43fb-ba6a-84d30bb759da  https://tinyurl.com/23zo6bcu                  13000            10.6048        3.11265        9.07386       0.0144371
2024-01-31 12:35:29 +0000  2bddacff-3bd7-4c7a-95cf-a6e4a52b2fba  https://tinyurl.com/27upj6mr                  13000            10.2883        3.12028        9.35054       0.0150225
2024-02-07 13:09:24 +0000  e577b064-70a2-459b-b6cd-98614726cc3c  https://tinyurl.com/26s36mfo                  13000            10.2038        3.15867        8.9529        0.0141896
2024-02-07 17:32:07 +0000  20dae2c1-cfa5-4046-bdc2-59e90fda7c30  https://tinyurl.com/222b3jpa                  13000            10.6062        3.26523        9.28705       0.0144911
2024-02-14 12:38:57 +0000  2e180908-5f89-4469-a3fa-153e855779af  https://tinyurl.com/23a58at7                  13000            10.2731        3.30831        9.01405       0.0133917
2024-02-14 13:15:36 +0000  c926ea51-92ca-4203-9821-e199d801034b  https://tinyurl.com/22qxc9sr                  13000            10.1882        3.16682        8.63889       0.0135229
2024-02-21 02:25:46 +0000  1e0b048a-bcf1-474b-9fb4-77f933461413  https://tinyurl.com/2yonk7sy                  13000            10.0391        3.18345        8.0063        0.0129821
2024-02-21 12:35:08 +0000  e059a12e-aefe-431a-8eaa-f34ce48994cd  https://tinyurl.com/29szayv7                  13000            10.0949        3.27436        8.31185       0.012461
                                                                                                                                                        ·············                  
                                                                                                                                                               -17.3%                  
                                                                                                                                                        ·············                  
2024-02-28 02:17:19 +0000  219a5c09-0bcf-4ec3-84d5-cb8aee3218d4  https://tinyurl.com/23kpomqg                  13000             9.00811       3.22426        6.97493       0.013026
2024-02-28 12:46:49 +0000  3864e515-4caa-4e99-b99f-67925bb53029  https://tinyurl.com/2xo22euw                  13000             9.65584       3.24895        7.20476       0.0131472
2024-03-06 12:38:05 +0000  df0b8f8e-52d8-4c5b-9130-509c0924c2d6  https://tinyurl.com/27q9y8to                  13000             9.25314       3.30348        7.00349       0.0131455
2024-03-13 02:25:40 +0000  e2fd030f-855b-483c-b094-d5fcbe72718a  https://tinyurl.com/29pecjbe                  13000             8.93441       3.19158        7.12882       0.0133519
2024-03-13 12:48:34 +0000  812475fe-25c0-41d4-ad1a-c8f406212eef  https://tinyurl.com/27fwgs33                  13000             9.11616       3.17404        6.74895       0.0131384
2024-03-20 02:26:08 +0000  a533da3f-5fbe-43eb-bef4-003d2b047726  https://tinyurl.com/2b6txxdd                  13000             9.37147       3.2592         7.53344       0.0148713
2024-03-20 12:32:54 +0000  84488f1a-4ec6-499b-bcd3-f4eaeefd699b  https://tinyurl.com/25twxtmj                  13000             9.34877       3.28761        7.24892       0.0138775
2024-03-27 02:11:57 +0000  0d204cd2-31e2-4ee2-a540-4c206a4577ed  https://tinyurl.com/225gmswv                  13000             9.43271       3.28082        7.33279       0.0140796
2024-03-27 12:33:47 +0000  d619f7bc-6954-48f8-b529-02ced8d4ae74  https://tinyurl.com/24mf4gzp                  13000             9.17934       3.44703        7.13284       0.0142369
2024-04-03 03:38:31 +0000  527844a7-3682-4271-852f-ae6a77d8947a  https://tinyurl.com/28oa3hll                  13000             9.2299        3.27134        6.81921       0.0134026
2024-04-17 02:16:39 +0000  4029c2e9-b9c8-435d-82a0-dc52c63e1a50  https://tinyurl.com/25pnekv2                  13000             9.0024        3.35813        6.93481       0.0128629
2024-04-17 03:49:52 +0000  ab6969fb-f9ce-473b-aee4-bd66cc19f5cb  https://tinyurl.com/24rrsch5                  13000             8.91131       3.24403        7.20655       0.0138014
2024-04-24 02:09:19 +0000  2e8f9988-bada-413a-ad63-656df5f2eaf7  https://tinyurl.com/224m9dsa                  13000             8.93399       3.39577        7.08706       0.0130902
2024-04-24 03:47:34 +0000  9f78ac9b-8652-400d-8063-57043facd733  https://tinyurl.com/2cr23oos                  13000             8.67356       3.20776        6.58724       0.0149222
                                                                                                                                          ············                                 
                                                                                                                                                -19.7%                                 
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2024-05-01 02:16:23 +0000  2945c39b-d904-46bb-8f78-e129b8ddfd35  https://tinyurl.com/2bmb5t46                  13000             9.58883       2.542          7.26188       0.0152372
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@shashank-boyapally
added threshold for each metric
42ab354 
Signed-off-by: Shashank Reddy Boyapally <[email protected]>
vishnuchalla
vishnuchalla reviewed Sep 18, 2024
View reviewed changes
pkg/utils.py
@@ -48,7 +48,7 @@ def get_metric_data(

labels = metric.pop("labels", None)
direction = int(metric.pop("direction", 0))

threshold = abs(int(metric.pop("threshold", 0)))
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how will things go, if 0 is the threshold value? want to document about it?

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@vishnuchalla vishnuchalla vishnuchalla left review comments

@jtaleric jtaleric Awaiting requested review from jtaleric

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@shashank-boyapally @vishnuchalla