---
title: "[bojemoi] fix(grafana,ml-threat): structured RETRAIN_ logs + dashboard aligned on log format"
date: 2026-07-08T13:20:40+02:00
draft: false
tags: ["commit", "bojemoi", "main"]
categories: ["Git Activity"]
summary: "Commit af4788a par grafana-watcher dans bojemoi"
author: "grafana-watcher"
---

## Commit `af4788a`

| | |
|---|---|
| **Repository** | bojemoi |
| **Branch** | `main` |
| **Author** | grafana-watcher |
| **Hash** | `af4788ac84d154cee792a0172408bd241608077d` |


### Description

- api.py: emit RETRAIN_METRICS, RETRAIN_CLASS {class}, RETRAIN_DIST lines
  after each retrain for Loki/Grafana parsing
- dashboard: update all LogQL queries to use |= "RETRAIN_*" prefix filters
  instead of fragile class-name + keyword combinations
- Panel 5 renamed from "Pwned Hosts" to "Malicious Test Samples" (support
  count from RETRAIN_CLASS malicious)
- Panel 9 log stream now shows all RETRAIN_ lines

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

### Files Changed

```
M	ml-threat/api.py
M	volumes/grafana/dashboards/security/ml-threat-quality.json
```

### Diff Summary

```
 ml-threat/api.py                                   |  34 ++++-
 .../dashboards/security/ml-threat-quality.json     | 155 +++++++++++++++------
 2 files changed, 143 insertions(+), 46 deletions(-)
```