Anomaly detection with ML

[Dewwi]

This PR allows use of ML Inference via ONNX models for Anomaly Detection.

It enables use of huggingface tokenizer and onnx inference via CGO.

[github-actions]

@Dewwi: There are no 'kind' label on this PR. You need a 'kind' label to generate the release automatically.

• /kind feature
• /kind enhancement
• /kind refactoring
• /kind fix
• /kind chore
• /kind dependencies

Details

I am a bot created to help the crowdsecurity developers manage community feedback and contributions. You can check out my manifest file to understand my behavior and what I can do. If you want to use this for your project, you can check out the BirthdayResearch/oss-governance-bot repository.

[github-actions]

@Dewwi: There are no area labels on this PR. You can add as many areas as you see fit.

• /area agent
• /area local-api
• /area cscli
• /area appsec
• /area security
• /area configuration

Details

I am a bot created to help the crowdsecurity developers manage community feedback and contributions. You can check out my manifest file to understand my behavior and what I can do. If you want to use this for your project, you can check out the BirthdayResearch/oss-governance-bot repository.

[codecov]

Codecov Report

Attention: Patch coverage is 4.16667% with 23 lines in your changes missing coverage. Please review.

Project coverage is 41.13%. Comparing base (fb733ee) to head (53e4bc4).
Report is 1 commits behind head on master.

Files with missing lines	Patch %	Lines
pkg/exprhelpers/anomalydetection_stub.go	0.00%	13 Missing ⚠️
pkg/exprhelpers/helpers.go	9.09%	10 Missing ⚠️

❗ There is a different number of reports uploaded between BASE (fb733ee) and HEAD (53e4bc4). Click for more details.

HEAD has 2 uploads less than BASE

Flag	BASE (fb733ee)	HEAD (53e4bc4)
unit-windows	1	0
unit-linux	1	0

Additional details and impacted files

@@             Coverage Diff             @@
##           master    #3312       +/-   ##
===========================================
- Coverage   58.38%   41.13%   -17.26%     
===========================================
  Files         351      334       -17     
  Lines       37827    36470     -1357     
===========================================
- Hits        22087    15003     -7084     
- Misses      13831    19971     +6140     
+ Partials     1909     1496      -413     

Flag	Coverage Δ
bats	41.13% <4.16%> (-0.11%)	⬇️
unit-linux	?
unit-windows	?

Flags with carried forward coverage won't be shown. Click here to find out more.

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.