pyr0ball
ae0ecac17d
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 |
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| .. | ||
| __init__.py | ||
| _llm_client.py | ||
| classifier.py | ||
| hypothesizer.py | ||
| legacy.py | ||
| models.py | ||
| pipeline.py | ||
| suppressor.py | ||
| synthesizer.py | ||
| timeline.py | ||