pyr0ball
2c83247f1e
Adds _HYBRID_BERT_LABEL_MAP to translate the 7-class output vocabulary of krishnas4415/log-anomaly-detection-models (Hybrid-BERT, MIT) to Turnstone SeverityLabel. _map_label now checks the Hybrid-BERT map before the standard map so either model family works via TURNSTONE_CLASSIFIER_MODEL without any additional code path. Mapping (confirmed from model config.json): normal → INFO security_anomaly → ERROR system_failure → CRITICAL performance_issue → WARN network_anomaly → WARN config_error → ERROR hardware_issue → CRITICAL Keyword-based CRITICAL promotion and low-confidence DEBUG demotion apply on top of the base mapping (same rules as the standard vocabulary). 11 new tests covering all 7 Hybrid-BERT labels, case-insensitivity, and regression on standard-vocabulary labels. 372 tests passing total. Note: custom loading code for the non-standard .pt checkpoint format is explicitly out of scope — evaluate better-packaged HF alternatives first (see #41 for candidate list). Closes: #41 |
||
|---|---|---|
| .. | ||
| api | ||
| context | ||
| glean | ||
| services | ||
| tasks | ||
| watch | ||
| __init__.py | ||
| mcp_server.py | ||
| rest.py | ||