Initial training procedure

[stefanDeveloper]

For the first release, we want to support RandomForest, and XGBoost.

[github-actions]

☂️ Python Coverage

current status: ✅

Overall Coverage

Lines	Covered	Coverage	Threshold	Status
1257	1179	94%	0%	🟢

New Files

No new covered files...

Modified Files

File	Coverage	Status
src/base/_init_.py	100%	🟢
src/base/kafka_handler.py	62%	🟢
src/detector/detector.py	99%	🟢
src/inspector/inspector.py	98%	🟢
TOTAL	90%	🟢

updated for commit: b49ebcb by action🐍

[codecov]

Codecov Report

Attention: Patch coverage is 92.30769% with 7 lines in your changes missing coverage. Please review.

Project coverage is 93.15%. Comparing base (b285b1f) to head (1ca63a2).
Report is 17 commits behind head on main.

Files with missing lines	Patch %	Lines
src/base/kafka_handler.py	28.57%	5 Missing ⚠️
src/inspector/inspector.py	87.50%	1 Missing and 1 partial ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main      #46      +/-   ##
==========================================
+ Coverage   90.30%   93.15%   +2.85%     
==========================================
  Files          11       11              
  Lines        1176     1257      +81     
  Branches      150      126      -24     
==========================================
+ Hits         1062     1171     +109     
+ Misses        106       78      -28     
  Partials        8        8              

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

[stefanDeveloper]

@lamr02n Please note that the test of the detector is under implementation. Meanwhile please review the remaining code so far.

[lamr02n]

Looks good!

[lamr02n]

LGTM