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

❌ Patch coverage is 4.54545% with 21 lines in your changes missing coverage. Please review.
✅ Project coverage is 46.11%. Comparing base (388bace) to head (c18a290).

Files with missing lines	Patch %	Lines
pkg/exprhelpers/helpers.go	8.33%	11 Missing ⚠️
pkg/exprhelpers/anomalydetection_stub.go	0.00%	10 Missing ⚠️

❗ There is a different number of reports uploaded between BASE (388bace) and HEAD (c18a290). Click for more details.

HEAD has 1 upload less than BASE

Flag	BASE (388bace)	HEAD (c18a290)
unit-linux	1	0

Additional details and impacted files

@@             Coverage Diff             @@
##           master    #3312       +/-   ##
===========================================
- Coverage   63.54%   46.11%   -17.44%     
===========================================
  Files         450      445        -5     
  Lines       32567    32185      -382     
===========================================
- Hits        20695    14842     -5853     
- Misses       9797    15546     +5749     
+ Partials     2075     1797      -278     

Flag	Coverage Δ
bats	46.11% <4.54%> (-0.03%)	⬇️
unit-linux	?

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