blog/content/posts/commits/2026-07-05-commit-450d681.md

title, date, draft, tags, categories, summary, author

title	date	draft	tags	categories	summary	author
[bojemoi] fix(ml-threat): auto-train on synthetic data if models missing or corrupt	2026-07-05T16:29:56+02:00	false	commit bojemoi main	Git Activity	Commit 450d681 par grafana-watcher dans bojemoi	grafana-watcher

Commit 450d681

Repository	bojemoi
Branch	main
Author	grafana-watcher
Hash	450d6815fc155fbbcb6bd060feb965b7017ff531

Description

Fallback at startup: if pkl absent or incompatible (sklearn version mismatch), import train.train_models() and retrain with 2000 synthetic samples before loading, so the service is always operational without manual intervention.

Co-Authored-By: Claude Sonnet 4.6 noreply@anthropic.com

Files Changed

M	ml-threat/api.py

Diff Summary

 ml-threat/api.py | 13 ++++++++++---
 1 file changed, 10 insertions(+), 3 deletions(-)