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