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Metric AI service#1322

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tybalex wants to merge 70 commits intomainrancher/opni:mainfrom metric-servicerancher/opni:metric-serviceCopy head branch name to clipboard

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Commits on Mar 2, 2023

• update python code generator

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Commits on Mar 8, 2023

• init commit for metric analysis service

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• fix indenting

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Commits on Mar 9, 2023

• rename file

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Commits on Mar 10, 2023

• temp add test script

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Commits on Mar 11, 2023

• update functions to pull metrics and queroes

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• basic examples of using ks-2samp as anomaly detection and apply on different metric data

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Commits on Mar 16, 2023

• simple APIs + improve MAD with better filter rule

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Commits on Mar 17, 2023

• update apis, improved filter methods for abnormal metrics.

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Commits on Mar 18, 2023

• add init changes to incorpate CNN model. and adapt the APIs

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Commits on Mar 21, 2023

• complete API by use nats kv as storage

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Commits on Mar 23, 2023

• add API to delete task

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Commits on Mar 28, 2023

• example json file to add dynamic grafana dashboard

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• swtich from ks_test to t-test -- this will better filter out normal metrics, and it can correctly capture some spikes.

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Commits on Mar 31, 2023

• init commit

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• fix error

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• Merge branch 'main' into metric-ai-plugin

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Commits on Apr 7, 2023

• add more apis that UI needs

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• fix minor bug, for delete api

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• apis that works for gateway plugin

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Commits on Apr 12, 2023

• add code for using python http API to create folder/dynamic dashboards.

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• updatee an API for delete job runs, update field and add a new fiend for job run status:

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Commits on Apr 13, 2023

• minor fix adapt to gateway plugin API changes

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• add precommit configs

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• add example code in the notebook to create dashboard with proper title rows

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• add docstring to proto

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Commits on Apr 14, 2023

• add README, add docstrings, comments, basic Test coverage , reorg structure of folder

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• precommit fix lintings

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Commits on Apr 19, 2023

• merge from main

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• Update go.mod

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• Update go.sum

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• Update magefile.go

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• update README

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• Merge branch 'metric-service' of https://github.com/rancher/opni into metric-service

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• add protogenerated script

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• fix errors, generate dashboard json in jobrun results and save to natsKV

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Commits on Apr 22, 2023

• api to create and delete grafanadashboard

  tybalex

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• fix errors to correctly create grafanadashboard json. remove noteboook with tokens

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• Merge branch 'main' into metric-service

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Commits on Apr 24, 2023

• use ctx in http call

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• Merge branch 'main' into metric-ai-plugin

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Commits on Apr 25, 2023

• fix linting in 2 main script changes

  tybalex

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• Update modeltraining.proto

  tybalex

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• add comments

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• :qMerge branch 'metric-ai-plugin' of https://github.com/rancher/opni into metric-ai-plugin

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• linting fix again

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• Merge branch 'main' into metric-ai-plugin

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Commits on Apr 26, 2023

• more unit-test for the models and abonormal-metric-filter methods. Better naming and re-organize the zscore method in abnormal filter

  tybalex

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• Merge branch 'metric-service' of https://github.com/rancher/opni into metric-service

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Commits on Apr 27, 2023

• address PR change request

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• merge from main

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• lint

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Commits on Apr 28, 2023

• add build and push process of metric-ai-service to ci.cue

  tybalex

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• generate pb files in metric_analysis dir

  tybalex

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• Delete cortexadmin_py. it will be autogenerated

  tybalex

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• delete status_pd. it will be auto-generated

  tybalex

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• update go.mod to use latest ragu version

  tybalex

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• Merge branch 'main' into metric-ai-plugin

  tybalex

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• update go.mod

  tybalex

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• Merge branch 'main' into metric-service

  tybalex

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• Merge remote-tracking branch 'origin/metric-ai-plugin' into metric-service

  tybalex

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• Merge branch 'metric-service' of https://github.com/rancher/opni into metric-service

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• Merge branch 'main' into metric-service

  tybalex

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• Refactor aiops plugin to use updated plugin structure and driver pattern (#1362)

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  kralicky

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• Implement test env dashboard driver for metric anomaly

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• start testenv agents synchronously

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Commits on Apr 29, 2023

• Example code for moving some metric anomaly api methods to aiops plugin

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• merge manually from metric-ai-plugin branch

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Commits on Jul 13, 2023

• add more documentation

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• Update README.md

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