Index

_

_ (in module src.dackar.pipelines.CustomPipelineComponents), [1], [2] __call__() (src.dackar.causal.CausalBase.CausalBase method) (src.dackar.pipelines.ConjectureEntity.ConjectureEntity method) (src.dackar.pipelines.EmergentActivityEntity.EmergentActivity method) (src.dackar.pipelines.GeneralEntity.GeneralEntity method) (src.dackar.pipelines.LocationEntity.LocationEntity method) (src.dackar.pipelines.PhraseEntityMatcher.PhraseEntityMatcher method) (src.dackar.pipelines.SimpleEntityMatcher.SimpleEntityMatcher method) (src.dackar.pipelines.TemporalAttributeEntity.TemporalAttributeEntity method) (src.dackar.pipelines.TemporalEntity.Temporal method) (src.dackar.pipelines.TemporalRelationEntity.TemporalRelationEntity method) (src.dackar.pipelines.UnitEntity.UnitEntity method) (src.dackar.text_processing.Preprocessing.Preprocessing method) __causal_extractor (src.dackar.RCA.doc_extraction.adapter.DocExtractionAdapter attribute) (src.dackar.RCA.doc_extraction.DocExtractionAdapter attribute) __database (src.dackar.knowledge_graph.pygds.PyGDS attribute) __dir__() (src.dackar.contrib.lazy.lazy_loader.LazyLoader method) __driver (src.dackar.knowledge_graph.py2neo.Py2Neo attribute) (src.dackar.knowledge_graph.pygds.PyGDS attribute) __getattr__() (src.dackar.contrib.lazy.lazy_loader.LazyLoader method) __graph (src.dackar.knowledge_graph.pygds.PyGDS attribute) __len__() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex method) (src.dackar.RCA.storage.processed_record_store.ProcessedRecordStore method) (src.dackar.RCA.storage.ProcessedRecordStore method) __post_init__() (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.SearchConfig method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.SearchConfig method) (src.dackar.RCA.orchestrators.causality_engine_v31.CausalityEngineConfig method) (src.dackar.RCA.orchestrators.causality_engine_v32.CausalityEngineConfigV32 method) (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig method) (src.dackar.RCA.orchestrators.tskr_temporal_scorer.RecurrenceProfile method) __pwd (src.dackar.knowledge_graph.py2neo.Py2Neo attribute) (src.dackar.knowledge_graph.pygds.PyGDS attribute) __repr__() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex method) __uri (src.dackar.knowledge_graph.py2neo.Py2Neo attribute) (src.dackar.knowledge_graph.pygds.PyGDS attribute) __user (src.dackar.knowledge_graph.py2neo.Py2Neo attribute) (src.dackar.knowledge_graph.pygds.PyGDS attribute) __version__ (in module src.dackar) _action_type_map (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer attribute) _affected_safety_functions_for_candidate() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _AFFECTS_CLASS (in module src.dackar.RCA.orchestrators.supersession) _AFFECTS_DOC_TYPES (in module src.dackar.RCA.orchestrators.supersession) _ALARM_PRIORITY_WEIGHT (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _alarm_signal_for_candidate() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _all_candidate_ids() (src.dackar.RCA.synthesis.analyst_override_processor.AnalystOverrideProcessor method) _all_claims_cited() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _ALLOWED_CONDITION_STATES (in module src.dackar.RCA.ner.causal_condition_adapter) _allowed_same_span() (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityEngine method) _allRelPairs (src.dackar.causal.CausalBase.CausalBase attribute) _ANALYZES_CLASS (in module src.dackar.RCA.orchestrators.supersession) _ANALYZES_DOC_TYPES (in module src.dackar.RCA.orchestrators.supersession) _annotate_candidates_with_oe_evidence() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _anomaly_count_score() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _ANOMALY_PATTERN_ENUM (in module src.dackar.RCA.doc_parsers.fmeaParser) _ANOMALY_PATTERN_KEYWORDS (in module src.dackar.RCA.doc_parsers.fmea_normalizer) _apply_accelerating_recurrence_attention_flags() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_accepted_state() (src.dackar.RCA.synthesis.analyst_override_processor.AnalystOverrideProcessor method) _apply_allen_temporal_blend() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _apply_applicability_labels() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _apply_barrier_logic_gate() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _apply_barrier_priority() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 class method) _apply_barrier_rationale_weighting() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _apply_category_l_floor_attention_flags() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_category_minimum_evidence_gate() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _apply_chain_position_review_flag() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _apply_common_cause_explain_away_flag() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _apply_coverage_quality_adjustment() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _apply_cross_pattern_attention_flags() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_data_limited_confidence_cap() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _apply_epistemics_postprocessing() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _apply_fast_transient_attention_flags() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_fm_resolution_ambiguity_flags() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_frequency_flags() (in module src.dackar.RCA.pm_compliance.aggregator) _apply_gate_override_state() (src.dackar.RCA.synthesis.analyst_override_processor.AnalystOverrideProcessor method) _apply_ishikawa_skip_attention_flag() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_kg_governance_attention_flags() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_llm_extract_all() (in module src.dackar.RCA.ner.causal_condition_adapter) _apply_metamodel_coverage_attention_flags() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_metamodel_phase2_postprocessing() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _apply_near_match_pattern_attention_flags() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_out_of_boundary_attention_flags() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_physical_plausibility_gate() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _apply_pm_corrective_actions() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_rank_inversion_attention_flag() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_recurrence_match_quality_attention_flags() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_recurrence_to_candidate() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _apply_rejected_state() (src.dackar.RCA.synthesis.analyst_override_processor.AnalystOverrideProcessor method) _apply_residual_anomaly_gaps() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_risk_priority() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 class method) _apply_risk_rationale_weighting() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _apply_risk_significance_to_governance() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _apply_safety_priority() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 class method) _apply_safety_significance_postprocessing() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _apply_scope_boundary_filter() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_score_confidence_interval() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _apply_signal_dag_position_flag() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _apply_signal_episode_index_attention_flags() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_signal_evidence_attention_flags() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _apply_supersession() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _apply_temporal_support_flag() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _apply_timeline_consistency_gate() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _apply_trusted_provenance() (in module src.dackar.RCA.summarizers.reliability_summarizer) _apply_tskr_runtime_overrides() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _apply_uncertainty_propagation() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _as_utc() (src.dackar.RCA.pm_compliance.execution_verifier.PMExecutionVerifier static method) _assert_card_approved() (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer method) _assert_cross_pattern_non_intrusion() (in module src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) _assert_model_version() (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method) _assert_override_accepted() (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer method) _assess_category_applicability() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 class method) _assess_hit_against_candidate() (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever method) _asset_id (src.dackar.RCA.pm_compliance.schedule_loader.PMScheduleLoader attribute) _assign_confidence() (in module src.dackar.RCA.doc_extraction.adapter) _atomic_write_json() (src.dackar.RCA.cap_integration.cap_adapter.FileDropCAPAdapter static method) _attach_epistemics_digests() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _augment_kg_context_with_cmms_documents() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _augment_kg_context_with_cmms_past_events() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _auth() (src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter.SAPPMCMMSAdapter method) _authority_level() (in module src.dackar.RCA.orchestrators.epistemics_digest) _authority_level_rank() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _AUTHORITY_LEVEL_TO_CLASS (in module src.dackar.RCA.doc_extraction.epistemics) _authority_rank() (in module src.dackar.RCA.orchestrators.supersession) _AUTHORITY_WEIGHTS (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _autodetect_profile() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) _avail_method (src.dackar.anomalies.MatrixProfile.MatrixProfile attribute) _balanced_fallback_evidence() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _barrier_signal_from_safety_functions() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _barrier_summary_for_card() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _baseline_anomalies() (in module src.dackar.RCA.signal_evidence.builder) _basic_input_checks() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _best_entity_text() (in module src.dackar.RCA.doc_extraction.adapter) _best_overlapping_entity() (in module src.dackar.RCA.doc_extraction.adapter) _build_allen_component_index() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _build_allen_relation_map() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _build_alternative_citations() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _build_alternative_supports() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _build_alternative_weaknesses() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _build_analyst_checkpoints() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _build_candidate_evidence_summary() (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever method) _build_canonical_event_graph() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _build_causal_depth_summary() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _build_causal_graph() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _build_causal_statement() (in module src.dackar.RCA.ner.causal_condition_adapter) _build_ccf_summary() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _build_column_map() (in module src.dackar.RCA.doc_parsers.fmeaParser) _build_common_cause_index() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _build_common_cause_summary() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _build_component_lookups() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder static method) _build_conjecture_pattern() (in module src.dackar.RCA.ner.causal_condition_adapter) _build_cross_pattern_evidence() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _build_data_coverage_summary() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _build_decision_trail() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _build_doc_id_semantic_scores() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _build_effectiveness_monitoring_plan() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _build_embed_fn() (in module src.dackar.RCA.ner.causal_condition_adapter) _build_epistemics_manifest_summary() (in module src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) _build_evidence_excerpt_index() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _build_failure_mode_candidates() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _build_filters() (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever method) _build_floc_index() (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer method) _build_gate_disposition() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _build_historical_signal_episodes() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _build_historical_support_channels() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _build_human_performance_assessment() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _build_initial_scope_revision_record() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _build_label_map() (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.EquipmentSimilarityResolver method) _build_long_text() (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer method) _build_maximo_ext() (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer method) _build_metamodel_scaffolds() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 class method) _build_node_object() (in module src.dackar.RCA.signal_evidence.builder) _build_odata_filter() (src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter.SAPPMCMMSAdapter method) _build_operational_context_query() (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever method) _build_oslc_where() (src.dackar.RCA.cmms_integration.maximo_cmms_adapter.MaximoCMMSAdapter method) _build_past_event_candidates() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _build_past_event_index() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _build_pipeline_health() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever static method) _build_plc_barrier_index() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _build_pm_compliance_if_needed() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _build_pm_tasks_per_component() (in module src.dackar.RCA.pm_compliance.aggregator) _build_prevention_analysis() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _build_prompt() (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMDisambiguator method) (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _build_propagation_dag() (in module src.dackar.RCA.signal_evidence.builder) _build_queries() (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever method) _build_query_prompt() (src.dackar.RCA.adapters.llm_oe_adapter.LLMOEAdapter method) _build_query_text() (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.EquipmentSimilarityResolver method) _build_rca_card_cross_pattern_summary() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _build_record() (in module src.dackar.RCA.doc_parsers.fmeaParser) _build_recurrence_profile() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _build_recurrence_summary() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _build_replayability_signature() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _build_safety_function_index() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _build_sap_ext() (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer method) _build_scope_revision_summary() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _build_score_interpretation() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _build_scoring_evolution() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _build_semantic_recurrence_provenance() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _build_sensitivity_table() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _build_short_description() (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer method) _build_signal_evidence() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _build_signal_lessons_learned() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _build_similar_event_list() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _build_token_index() (in module src.dackar.RCA.ner.ner_adapter) _build_tskr_patterns() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _build_unresolved_gaps() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _build_where_clause() (in module src.dackar.RCA.doc_extraction.store) _build_workflow_dispatch() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _builder (src.dackar.RCA.equipment_similarity.kg_equipment_poller.KGEquipmentPoller attribute) _bump_priority() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 class method) _bundle_checks_rca_card_consistency() (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator method) _by_record_id (src.dackar.RCA.storage.processed_record_store.ProcessedRecordStore attribute) (src.dackar.RCA.storage.ProcessedRecordStore attribute) _cache (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMDisambiguator attribute) (src.dackar.RCA.pm_compliance.vocabulary_loader.PMVocabularyLoader attribute) _cache_key() (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMDisambiguator method) _calibrate_primary_confidence() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _call_llm_for_candidate() (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMDisambiguator method) _call_llm_json() (in module src.dackar.RCA.ner.causal_condition_adapter) (in module src.dackar.RCA.ner.entity_normalizer) _candidate_barrier_context() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _candidate_common_cause() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _candidate_component_ids() (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever static method) _candidate_evidence_posture() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _candidate_meets_threshold() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _candidate_recurrence() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _candidate_risk_context() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _candidate_rows() (src.dackar.RCA.orchestrators.ishikawa_evaluator.HeuristicIshikawaEvaluatorV1 method) _candidate_safety_context() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _candidate_summary_lookup() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _candidate_temporal_posture() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _canonical_candidate_key() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 class method) _canonical_tuple() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _cap_confidence_label() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _CATEGORY_KEYWORDS (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _CATEGORY_PROFILE_NAMES (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _CATEGORY_REQUIRED_STREAMS (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _CAUSAL_CATEGORIES (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _CAUSAL_KEYWORD_PATTERNS (in module src.dackar.RCA.doc_extraction.adapter) _CAUSAL_KEYWORD_PATTERNS_SEED (in module src.dackar.RCA.ner.augment_chunks) _causal_span_text() (in module src.dackar.RCA.ner.causal_condition_adapter) _causalFile (src.dackar.causal.CausalBase.CausalBase attribute) _causalKeywordID (src.dackar.causal.CausalBase.CausalBase attribute) _causalKeywords (src.dackar.causal.CausalBase.CausalBase attribute) _causalNames (src.dackar.causal.CausalBase.CausalBase attribute) _causalPOS (src.dackar.causal.CausalBase.CausalBase attribute) _causalRelation (src.dackar.causal.CausalBase.CausalBase attribute) (src.dackar.causal.CausalSentence.CausalSentence attribute) _causalRelationGeneral (src.dackar.causal.CausalBase.CausalBase attribute) (src.dackar.causal.CausalSentence.CausalSentence attribute) _causalSentsNoEnts (src.dackar.causal.CausalBase.CausalBase attribute) _causalSentsOneEnt (src.dackar.causal.CausalBase.CausalBase attribute) _ch (in module src.dackar.knowledge_graph.kg_ingest_fmea_workflow) (in module src.dackar.RCA.doc_parsers.fmeaParser) _chain_causal_statements() (in module src.dackar.RCA.ner.causal_condition_adapter) _CHAIN_EMBED_THRESHOLD (in module src.dackar.RCA.ner.causal_condition_adapter) _CHAIN_JACCARD_THRESHOLD (in module src.dackar.RCA.ner.causal_condition_adapter) _chain_position_for_candidate() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _chain_position_from_relation() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _chain_position_from_signal_dag() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _chain_position_of() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _CHAIN_POSITION_PRIMARY_TIE_MARGIN (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 attribute) _checkDataframeDatatypes() (src.dackar.knowledge_graph.KGconstruction.KG method) _checkSchemaDataTypes() (src.dackar.knowledge_graph.KGconstruction.KG method) _checkSchemaStructure() (src.dackar.knowledge_graph.KGconstruction.KG method) _chroma_clean_metadata() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder static method) _chroma_collection() (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method) _CITATION_FIELD_TYPES (in module src.dackar.RCA.summarizers.reliability_summarizer) _citation_flags() (in module src.dackar.RCA.summarizers.reliability_summarizer) _classification_resolution_level() (in module src.dackar.RCA.orchestrators.epistemics_digest) _classify_nodes() (in module src.dackar.RCA.signal_evidence.builder) _classify_past_event_source() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _classify_tone() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _CLAUSE_DEPS_NP (in module src.dackar.RCA.ner.causal_condition_adapter) _clean_table_cell() (in module src.dackar.RCA.doc_parsers.mdParser) (in module src.dackar.RCA.doc_parsers.pdfParser) _clean_table_obj() (in module src.dackar.RCA.doc_parsers.pdfParser) _cmms_record_to_past_event() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _coerce_bool() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder static method) _coerce_ts() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer) _collapse_ws() (in module src.dackar.RCA.storage.chroma_store) _collect_keys() (in module src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) _collection (src.dackar.RCA.doc_extraction.DocExtractionStore attribute) (src.dackar.RCA.doc_extraction.store.DocExtractionStore attribute) _collection_name() (src.dackar.RCA.storage.chroma_store.ChromaRecordStore method) (src.dackar.RCA.storage.ChromaRecordStore method) _CollectionState (class in src.dackar.RCA.storage.chroma_store) _COLS (in module src.dackar.RCA.pm_compliance.vocabulary_loader) _combine_scores() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _common_cause_confidence() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _common_cause_features_for_candidate() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _common_cause_review_questions() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _common_cause_score_from_features() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _COMMON_SYSTEM_CONTRACT (in module src.dackar.RCA.summarizers.reliability_summarizer) _compact_cmms_context() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _compact_filtered_candidate() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _compile_alarm_profile() (in module src.dackar.RCA.ner.alarm_id_extractor) _compile_exact() (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerGenerator method) _compile_profile() (in module src.dackar.RCA.ner.doc_ref_extractor) _compiled_exact (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerGenerator attribute) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerGenerator attribute) _COMPLEX_COLS (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer) _compliance_status_md() (in module src.dackar.RCA.pm_compliance.aggregator) _component_filter_mode() (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever static method) _component_ids (src.dackar.RCA.pm_compliance.schedule_loader.PMScheduleLoader attribute) _component_sensor_map() (in module src.dackar.RCA.signal_evidence.builder) _compute_ap913_completeness() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _compute_barrier_analysis() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _compute_conclusion_type() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _compute_density() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor) _compute_index_status() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.searcher) _compute_kdp (src.dackar.anomalies.MatrixProfile.MatrixProfile attribute) _compute_kg_governance() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _compute_mp() (src.dackar.anomalies.MatrixProfile.MatrixProfile method) _compute_pipeline_health() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _compute_primary_diff() (src.dackar.RCA.synthesis.analyst_override_processor.AnalystOverrideProcessor method) _compute_reentry_hook() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _compute_review_hooks() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _compute_stage_health() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _compute_time_distance_days() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _conditional_allows() (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityEngine method) _confidence_label() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) _confidence_rank() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _config (src.dackar.workflows.WorkflowManager.WorkflowManager attribute) _CONJ_BACKWARD_PAT (in module src.dackar.RCA.ner.causal_condition_adapter) _CONJECTURE_LABEL (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotator attribute) _CONJECTURE_PAT (in module src.dackar.RCA.ner.causal_condition_adapter) _conjectureFile (src.dackar.causal.CausalBase.CausalBase attribute) _conjectureKeywords (src.dackar.causal.CausalBase.CausalBase attribute) _constant_action_type_map() (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig method) _constructionSchemaStructureValidation() (src.dackar.knowledge_graph.KGconstruction.KG method) _constructionSchemaValidation() (src.dackar.knowledge_graph.KGconstruction.KG method) _contains_any() (in module src.dackar.RCA.orchestrators.evidence_retriever) _contains_any_keyword() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 class method) _context_window() (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityEngine static method) _CONTRIBUTING_CATEGORIES (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 attribute) _coref (src.dackar.causal.CausalBase.CausalBase attribute) _corefAvail (in module src.dackar.causal.CausalBase) _cosine_sim() (in module src.dackar.RCA.orchestrators.evidence_retriever) _cosine_similarity() (in module src.dackar.RCA.doc_extraction.store) _COTEMPORAL_EDGE_FACTOR (in module src.dackar.RCA.signal_evidence.builder) _COTEMPORAL_INITIATOR_FACTOR (in module src.dackar.RCA.signal_evidence.builder) _coverage_quality_profile() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _CR_ANALYZES_STATUSES (in module src.dackar.RCA.orchestrators.supersession) _cr_records (src.dackar.RCA.cmms_integration.cmms_adapter.MockCMMSAdapter attribute) _CR_SCHEMA_KEYS (in module src.dackar.RCA.cmms_integration.cmms_context_builder) _create_node() (src.dackar.knowledge_graph.py2neo.Py2Neo static method) _create_relation() (src.dackar.knowledge_graph.py2neo.Py2Neo static method) _CRITICAL_BARRIER_KEYWORDS (in module src.dackar.RCA.orchestrators.causality_engine_v32) _CRITICAL_RISK_KEYWORDS (in module src.dackar.RCA.orchestrators.causality_engine_v32) _CRITICAL_SAFETY_KEYWORDS (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 attribute) _crossSchemasCheck() (src.dackar.knowledge_graph.KGconstruction.KG method) _current_idx (src.dackar.anomalies.MatrixProfile.MatrixProfile attribute) _DATA_DIR (in module src.dackar.RCA.ner.causal_condition_adapter) _dataclass_to_dict() (in module src.dackar.RCA.cross_pattern.linker) _days_between() (in module src.dackar.RCA.cmms_integration.cmms_context_builder) _dedup_span_overlap() (in module src.dackar.RCA.ner.causal_condition_adapter) _dedupe_and_rank() (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever method) _dedupe_dicts() (in module src.dackar.RCA.ner.causal_condition_adapter) _DEFAULT_ACTION_TYPE_MAP_GENERIC (in module src.dackar.RCA.cap_integration.cap_config) _DEFAULT_ACTION_TYPE_MAP_MAXIMO (in module src.dackar.RCA.cap_integration.cap_config) _DEFAULT_ACTION_TYPE_MAP_SAP (in module src.dackar.RCA.cap_integration.cap_config) _DEFAULT_CLASS (in module src.dackar.RCA.doc_extraction.epistemics) _DEFAULT_NEIGHBOR_SCORE (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _DEFAULT_NOTIFICATION_ENDPOINT (in module src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter) _DEFAULT_ORDER_ENDPOINT (in module src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter) _DEFAULT_PRIORITY_MAP (in module src.dackar.RCA.cap_integration.cap_config) _DEFAULT_PROFILE_PATH (in module src.dackar.RCA.ner.doc_ref_extractor) _DEFAULT_SCORING_PROFILES (in module src.dackar.RCA.orchestrators.causality_engine_v32) _DEFAULT_SEVERITY_THRESHOLD (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor) _DEFINITION_PROPS (in module src.dackar.RCA.equipment_similarity.equipment_spec_builder) _degraded_operations (src.dackar.RCA.doc_extraction.DocExtractionStore attribute) (src.dackar.RCA.doc_extraction.store.DocExtractionStore attribute) _DEMONSTRATIVES (in module src.dackar.RCA.ner.causal_condition_adapter) _dep_causal_fallback() (in module src.dackar.RCA.ner.causal_condition_adapter) _DEP_CAUSAL_VERB_LEMMAS (in module src.dackar.RCA.ner.causal_condition_adapter) _DEP_CAUSAL_VERB_LEMMAS_FALLBACK (in module src.dackar.RCA.ner.causal_condition_adapter) _derive_condition_state() (in module src.dackar.RCA.ner.causal_condition_adapter) _derive_end_effect() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) _derive_fingerprint() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor.IncidentExtractor static method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentExtractor static method) _derive_local_effect_from_mechanism() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) _derive_occurrence_from_lambda() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) _derive_potential_causes() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) _derive_rpn() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) _derive_severity_from_criticality() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) _derive_soe_end_timestamps() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor) _derive_status() (src.dackar.RCA.pm_compliance.execution_verifier.PMExecutionVerifier method) _deserialise_df() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer) _detect_procedural_deviation() (in module src.dackar.RCA.ner.causal_condition_adapter) _detect_scope_expansion_signals() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _df_to_events() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer) _doc (src.dackar.causal.CausalBase.CausalBase attribute) _doc_matches_component_ids() (in module src.dackar.RCA.storage.chroma_store) _doc_matches_filter_sane() (in module src.dackar.RCA.storage.chroma_store) _DOC_TYPE_HINTS (in module src.dackar.RCA.summarizers.reliability_summarizer) _DOC_TYPE_PATTERNS (in module src.dackar.RCA.doc_parsers.pdfParser) _doc_type_table (src.dackar.RCA.doc_extraction.EpistemicClassifier attribute) (src.dackar.RCA.doc_extraction.epistemics.EpistemicClassifier attribute) _DOC_TYPE_TO_CLASS (in module src.dackar.RCA.doc_extraction.epistemics) _dominant_asset() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor) _dominant_telemetry_pattern() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 static method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _DURATION_RE (in module src.dackar.RCA.ner.spacy_annotator) _EARLY_TEXT_PATTERNS (in module src.dackar.RCA.doc_parsers.pdfParser) _EFFECT_SPLIT_RE (in module src.dackar.RCA.doc_parsers.fmeaParser) _effective_anomaly_count() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _eligible_review_alternative() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _eliminating_gates_for() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _emb_cache (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever attribute) _emb_matrix (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) _embed() (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever method) _embed_query() (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method) _embed_texts() (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method) (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator method) _embedder (src.dackar.RCA.doc_extraction.DocExtractionStore attribute) (src.dackar.RCA.doc_extraction.store.DocExtractionStore attribute) _EmbeddingEncoder (class in src.dackar.RCA.orchestrators.evidence_retriever) _EMD_META_JSON (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer) _enforce_balanced_card_evidence() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _enforce_input_guard_policy() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _enforce_kg_governance_policy() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _enforce_recommended_action_depth_mapping() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _enrich_all() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder method) _enrich_past_events_temporal_metadata() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _enrich_record() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder method) _ensure_dir() (in module src.dackar.RCA.doc_parsers.pdfParser) _entHS (src.dackar.causal.CausalBase.CausalBase attribute) _entID (src.dackar.causal.CausalBase.CausalBase attribute) _entInfoNames (src.dackar.causal.CausalSimple.CausalSimple attribute) _ENTITY_LINK_JACCARD_THRESHOLD (in module src.dackar.RCA.doc_extraction.adapter) _ENTITY_LIST_FIELDS (in module src.dackar.RCA.summarizers.reliability_summarizer) _entityLabels (src.dackar.causal.CausalBase.CausalBase attribute) _entityRuler (src.dackar.causal.CausalBase.CausalBase attribute) _entityRulerMatches (src.dackar.causal.CausalBase.CausalBase attribute) _entStatus (src.dackar.causal.CausalBase.CausalBase attribute) _EPISODES_PARQUET (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer) _epistemic_class_from_meta() (in module src.dackar.RCA.orchestrators.supersession) _EQUIP_TAG_DEFAULT_RE (in module src.dackar.RCA.ner.augment_chunks) _estimate_path_strength() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _estimate_text_extraction_quality() (in module src.dackar.RCA.doc_parsers.pdfParser) _evaluate() (src.dackar.anomalies.AnomalyBase.AnomalyBase method) (src.dackar.anomalies.MatrixProfile.MatrixProfile method) _evaluate_input_guard_policy() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _evaluate_stage_policy_hooks() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _event_dt() (src.dackar.RCA.pm_compliance.execution_verifier.PMExecutionVerifier method) _event_path_nodes() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _event_time() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _event_window() (in module src.dackar.RCA.signal_evidence.builder) _evidence_linked_candidate_id() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _evidence_posture() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _evidence_row_key() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _evidence_score_for_fm() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _evidence_score_for_past_event() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _execute_workflow_dispatch_transport() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _expand_neighborhood() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _expand_window() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor) _explicit_pm_fm_links() (in module src.dackar.RCA.pm_compliance.scope_analyzer) _extract_alarm_windows() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 static method) _extract_anomaly_windows() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _extract_anomaly_windows_from_signal_evidence() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _extract_causal_rows() (in module src.dackar.RCA.ner.causal_condition_adapter) _extract_causal_spans() (in module src.dackar.RCA.ner.augment_chunks) _extract_contiguous_regions() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density) _extract_contributing_candidates() (in module src.dackar.RCA.signal_evidence.builder) _extract_equipment_ids_quick() (in module src.dackar.RCA.ner.augment_chunks) _extract_first_json_object() (in module src.dackar.RCA.summarizers.reliability_summarizer) _extract_fmea_ingestion_quality() (in module src.dackar.knowledge_graph.kg_ingest_fmea_workflow) _extract_json_object() (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMDisambiguator method) _extract_labeled_condition() (in module src.dackar.RCA.ner.causal_condition_adapter) _extract_native_stage5() (in module src.dackar.RCA.ner.causal_condition_adapter) _extract_passive_agent() (in module src.dackar.RCA.ner.causal_condition_adapter) _extract_pm_export_rows() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _extract_signal_ids() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _extract_signal_ids_for_fm() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _extract_snapshot_modified_timestamp() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _extract_soe_windows() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 static method) _extract_status_mentions() (in module src.dackar.RCA.ner.causal_condition_adapter) _extract_structured_fields() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder class method) _extractedCausals (src.dackar.causal.CausalBase.CausalBase attribute) _FALLBACK (in module src.dackar.RCA.pm_compliance.vocabulary_loader) _fallback_attention_flags_from_posture() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _fallback_card() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _fallback_confidence_and_decision() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _fallback_decision_status_from_posture() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _features (src.dackar.anomalies.AnomalyBase.AnomalyBase attribute) _featurize() (src.dackar.RCA.ner.hybrid_ner.classifier.SpanClassifier method) _fetch_documents() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _fetch_failure_modes() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _fetch_kg_snapshot_version() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _fetch_oe_documents() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _fetch_past_events() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _fetch_rows() (src.dackar.RCA.equipment_similarity.kg_equipment_poller.KGEquipmentPoller method) _fetch_safety_functions() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _FIELD_COVERAGE_TYPE (in module src.dackar.RCA.pm_compliance.scope_analyzer) _FIELD_MAPS_DIR (in module src.dackar.RCA.cap_integration.cap_config) _fill_summary_flags() (in module src.dackar.RCA.ner.causal_condition_adapter) _filter_by_asset (src.dackar.RCA.cmms_integration.cmms_adapter.MockCMMSAdapter attribute) _filter_reason() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _find_all_causal_tokens() (in module src.dackar.RCA.ner.causal_condition_adapter) _find_maximal_paths() (in module src.dackar.RCA.signal_evidence.builder) _find_nodes() (src.dackar.knowledge_graph.py2neo.Py2Neo static method) _FINDING_STATUS_TO_CLASS (in module src.dackar.RCA.doc_extraction.epistemics) _fingerprint_to_row() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer) _fit() (src.dackar.anomalies.AnomalyBase.AnomalyBase method) (src.dackar.anomalies.MatrixProfile.MatrixProfile method) _floc_property (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer attribute) _FM_EXTERNAL_CAUSE_KEYWORDS (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _fm_ids_from_kg() (in module src.dackar.RCA.pm_compliance.scope_analyzer) _FM_MAINTENANCE_PREVENTABLE_KEYWORDS (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _fm_path_nodes() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _format_few_shot_block() (in module src.dackar.RCA.ner.causal_condition_adapter) _FORWARD_PREP_CONNECTORS (in module src.dackar.RCA.ner.causal_condition_adapter) _fuse() (src.dackar.RCA.storage.lc_retriever_processed.LCProcessedRetriever method) (src.dackar.RCA.storage.LCProcessedRetriever method) _generate_exact() (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerGenerator method) _generate_fallback() (src.dackar.RCA.ner.hybrid_ner.generators.nounphrase_generator.NounPhraseGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.NounPhraseGenerator method) _generate_fuzzy() (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerGenerator method) _generate_spacy() (src.dackar.RCA.ner.hybrid_ner.generators.nounphrase_generator.NounPhraseGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.NounPhraseGenerator method) _get() (in module src.dackar.RCA.doc_extraction.epistemics) _get_all() (src.dackar.knowledge_graph.py2neo.Py2Neo static method) _get_causal_extractor() (src.dackar.RCA.doc_extraction.adapter.DocExtractionAdapter method) (src.dackar.RCA.doc_extraction.DocExtractionAdapter method) _get_collection() (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method)

_get_embedder() (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method) _get_or_build_bm25() (src.dackar.RCA.storage.chroma_store.ChromaRecordStore method) (src.dackar.RCA.storage.ChromaRecordStore method) _get_prev_sent_subject_np() (in module src.dackar.RCA.ner.causal_condition_adapter) _governance_details() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _governance_rationale() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _governance_score() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _governance_weight_for_fm() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _GROUP_COMPONENT (in module src.dackar.RCA.doc_extraction.adapter) _GROUP_MECHANISM (in module src.dackar.RCA.doc_extraction.adapter) _GROUP_OUTCOME (in module src.dackar.RCA.doc_extraction.adapter) _group_rows() (src.dackar.RCA.orchestrators.ishikawa_evaluator.HeuristicIshikawaEvaluatorV1 method) _HARD_GATE_ORDER (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 attribute) _has_any_token_evidence() (src.dackar.RCA.ner.hybrid_ner.generators.anchored_np_generator.AnchoredNPGenerator method) _has_external_oe_signal() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _has_gazetteer_source() (in module src.dackar.RCA.doc_extraction.adapter) _has_required_fields() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder static method) _HAS_SBERT (in module src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator) _HAS_SKLEARN (in module src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator) _has_substantive_spec_data() (src.dackar.RCA.equipment_similarity.kg_equipment_poller.KGEquipmentPoller static method) _has_useful_stage5_signal() (in module src.dackar.RCA.ner.causal_condition_adapter) _head_phrase() (in module src.dackar.RCA.ner.causal_condition_adapter) _headers() (src.dackar.RCA.cmms_integration.maximo_cmms_adapter.MaximoCMMSAdapter method) _HEALTH_CONDITION_FALLBACK (in module src.dackar.RCA.ner.causal_condition_adapter) _HEALTH_CONDITION_TERMS (in module src.dackar.RCA.ner.causal_condition_adapter) _HEALTH_DEGRADED_ROOTS (in module src.dackar.RCA.ner.causal_condition_adapter) _HEALTH_FAILED_FRAGMENTS (in module src.dackar.RCA.ner.causal_condition_adapter) _HEALTH_FAILED_ROOTS (in module src.dackar.RCA.ner.causal_condition_adapter) _HIGH_BARRIER_KEYWORDS (in module src.dackar.RCA.orchestrators.causality_engine_v32) _HIGH_RISK_KEYWORDS (in module src.dackar.RCA.orchestrators.causality_engine_v32) _HIGH_SAFETY_KEYWORDS (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 attribute) _historical_event_note() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _HNSW_SPACE (src.dackar.RCA.doc_extraction.DocExtractionStore attribute) (src.dackar.RCA.doc_extraction.store.DocExtractionStore attribute) _ID_SEP (in module src.dackar.RCA.doc_extraction.store) _index (src.dackar.RCA.ner.entity_normalizer.EntityNormalizer attribute) _INDEX_META_JSON (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer) _INDEX_STATUS_INDEXED (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.searcher) _INDEX_STATUS_NO_DATA (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.searcher) _INDEX_STATUS_STALE (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.searcher) _index_tskr_patterns() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _infer_category_from_text() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 class method) _infer_condition_from_mentions() (in module src.dackar.RCA.ner.causal_condition_adapter) _infer_condition_from_text() (in module src.dackar.RCA.ner.causal_condition_adapter) _infer_evidence_support_role() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _infer_linked_candidate_id() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _infer_operator_family() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _infer_participial_cause() (in module src.dackar.RCA.ner.causal_condition_adapter) _infer_pattern_from_local_effect() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) _infer_primary_category_for_failure_mode() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 class method) _infer_primary_category_for_past_event() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 class method) _inject_review_required_questions() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _inject_scope_expansion_signals() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _instantiate_extractor() (in module src.dackar.RCA.ner.causal_condition_adapter) _INSTRUMENT_VALIDITY_MULTIPLIER (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 attribute) _instrument_validity_multiplier() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _inverted_index (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex attribute) _INVERTED_INDEX_JSON (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer) _is_analyzes_class() (in module src.dackar.RCA.orchestrators.supersession) _is_cr_like_event() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 static method) _is_degraded() (in module src.dackar.RCA.orchestrators.epistemics_digest) _is_minimal_processed_record() (in module src.dackar.RCA.storage.processed_record_store) _is_np_token() (src.dackar.RCA.ner.hybrid_ner.generators.nounphrase_generator.NounPhraseGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.NounPhraseGenerator method) _is_primitive() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) _is_support_dependency_edge() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 class method) _is_trained (src.dackar.RCA.ner.hybrid_ner.classifier.SpanClassifier attribute) _issue() (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator static method) _iter_jsonl() (in module src.dackar.RCA.ner.augment_chunks) (in module src.dackar.RCA.storage.chroma_store) _jaccard() (in module src.dackar.RCA.ner.entity_normalizer) _kde_evaluate() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density) _KDE_SUPPORT_SIGMAS (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density) _kdp (src.dackar.anomalies.MatrixProfile.MatrixProfile attribute) _kg_context_rows() (src.dackar.RCA.orchestrators.ishikawa_evaluator.HeuristicIshikawaEvaluatorV1 method) _label_candidates() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) _label_display (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) _label_index (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) _label_lexical_cues (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) _label_neg_embs (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) _label_pos_embs (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) _label_short() (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMDisambiguator method) _lag_consistency_score() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _latency_alignment_details() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _latency_consistency() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _lcs_length() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.metrics) _llm_causal_fallback() (in module src.dackar.RCA.ner.causal_condition_adapter) _llm_cfg (src.dackar.RCA.doc_extraction.adapter.DocExtractionAdapter attribute) (src.dackar.RCA.doc_extraction.DocExtractionAdapter attribute) _llm_condition_state_fallback() (in module src.dackar.RCA.ner.causal_condition_adapter) _llm_extract_all_relations() (in module src.dackar.RCA.ner.causal_condition_adapter) _llm_pick() (src.dackar.RCA.ner.entity_normalizer.EntityNormalizer method) _llm_repair_weak_statements() (in module src.dackar.RCA.ner.causal_condition_adapter) _load() (src.dackar.contrib.lazy.lazy_loader.LazyLoader method) _load_causal_verb_lemmas() (in module src.dackar.RCA.ner.causal_condition_adapter) _load_csv_for_relations() (src.dackar.knowledge_graph.py2neo.Py2Neo static method) _load_csv_nodes() (src.dackar.knowledge_graph.py2neo.Py2Neo static method) _load_field_map() (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig method) _load_gazetteer() (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerGenerator method) _load_health_condition_terms() (in module src.dackar.RCA.ner.causal_condition_adapter) _load_json() (in module src.dackar.RCA.ner.augment_chunks) (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator static method) _load_rows() (src.dackar.RCA.signal_evidence.historian_adapter.InfileHistorianAdapter method) (src.dackar.RCA.signal_evidence.InfileHistorianAdapter method) _load_schemas() (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator method) _local_name (src.dackar.contrib.lazy.lazy_loader.LazyLoader attribute) _LOCATION_LABELS (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotator attribute) _log (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density) (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor) (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer) (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.searcher) _looks_like_placeholder_excerpt() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _looks_like_processed_text_record() (in module src.dackar.knowledge_graph.kg_ingest_neo4j_workflow) (in module src.dackar.RCA.storage.chroma_store) _lookup_tskr_pattern() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _m (src.dackar.anomalies.MatrixProfile.MatrixProfile attribute) _maintenance_rows() (src.dackar.RCA.orchestrators.ishikawa_evaluator.HeuristicIshikawaEvaluatorV1 method) _make_alarm_fp_checker() (in module src.dackar.RCA.ner.alarm_id_extractor) _make_fp_checker() (in module src.dackar.RCA.ner.doc_ref_extractor) _make_ner_cs_factory() (in module src.dackar.RCA.doc_extraction.adapter) _make_ner_seed_cs_factory() (in module src.dackar.RCA.ner.augment_chunks) _make_no_data_sentinel() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.searcher) _make_record_id() (in module src.dackar.RCA.doc_extraction.store) _make_sbert() (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator method) _make_unknown_check() (src.dackar.RCA.pm_compliance.execution_verifier.PMExecutionVerifier method) _map (src.dackar.RCA.doc_parsers.fmeaParser.FmeaColumnResolver attribute) _map_status() (src.dackar.RCA.cmms_integration.maximo_cmms_adapter.MaximoCMMSAdapter static method) (src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter.SAPPMCMMSAdapter static method) _mark_nlp_field() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) _match_template() (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityEngine method) _matchedSents (src.dackar.causal.CausalBase.CausalBase attribute) _matchedSentsForVis (src.dackar.causal.CausalBase.CausalBase attribute) _max_priority() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 class method) _maybe_trigger_llm_on_weak_fallback() (in module src.dackar.RCA.ner.causal_condition_adapter) _measurement_rows() (src.dackar.RCA.orchestrators.ishikawa_evaluator.HeuristicIshikawaEvaluatorV1 method) _merge_anomalies() (in module src.dackar.RCA.signal_evidence.builder) _merge_ingestion_reports() (in module src.dackar.RCA.doc_parsers.fmeaParser) _merge_llm_statements() (in module src.dackar.RCA.ner.causal_condition_adapter) _merge_overlapping() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density) _meta (src.dackar.anomalies.AnomalyBase.AnomalyBase attribute) _meta_to_semantic_match() (in module src.dackar.RCA.doc_extraction.store) _method (src.dackar.anomalies.MatrixProfile.MatrixProfile attribute) _MIN_INITIATOR_LAG_HOURS (in module src.dackar.RCA.signal_evidence.builder) _model (src.dackar.RCA.ner.hybrid_ner.classifier.SpanClassifier attribute) _mp (src.dackar.anomalies.MatrixProfile.MatrixProfile attribute) _multilabel_allowed_with_rules() (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityEngine method) _NEG_FILE (in module src.dackar.RCA.pm_compliance.vocabulary_loader) _NEGATABLE_STATE_TERMS (in module src.dackar.RCA.orchestrators.evidence_retriever) _NEGATION_MULTIWORD_TRIGGERS (in module src.dackar.RCA.orchestrators.evidence_retriever) _NEGATION_PAT (in module src.dackar.RCA.ner.causal_condition_adapter) _negation_refutation_hit() (in module src.dackar.RCA.orchestrators.evidence_retriever) _NEGATION_SCOPE_TOKENS (in module src.dackar.RCA.orchestrators.evidence_retriever) _NEGATION_SINGLE_TRIGGERS (in module src.dackar.RCA.orchestrators.evidence_retriever) _NEGATION_TRAILING_TRIGGERS (in module src.dackar.RCA.orchestrators.evidence_retriever) _neo4jConfig (src.dackar.workflows.WorkflowManager.WorkflowManager attribute) _ner (src.dackar.RCA.doc_extraction.adapter.DocExtractionAdapter attribute) (src.dackar.RCA.doc_extraction.DocExtractionAdapter attribute) _NEU_FILE (in module src.dackar.RCA.pm_compliance.vocabulary_loader) _nlp (src.dackar.RCA.doc_extraction.adapter.DocExtractionAdapter attribute) (src.dackar.RCA.doc_extraction.DocExtractionAdapter attribute) (src.dackar.RCA.ner.hybrid_ner.generators.nounphrase_generator.NounPhraseGenerator attribute) (src.dackar.RCA.ner.hybrid_ner.generators.NounPhraseGenerator attribute) _nlpConfig (src.dackar.workflows.WorkflowManager.WorkflowManager attribute) _nltk_available (src.dackar.RCA.ner.hybrid_ner.generators.nounphrase_generator.NounPhraseGenerator attribute) (src.dackar.RCA.ner.hybrid_ner.generators.NounPhraseGenerator attribute) _node_primary_key() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) _norm (src.dackar.anomalies.AnomalyBase.AnomalyBase attribute) (src.dackar.anomalies.MatrixProfile.MatrixProfile attribute) _norm() (in module src.dackar.RCA.doc_parsers.fmeaParser) _norm_artifact_type() (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator method) _norm_plot (src.dackar.anomalies.MatrixProfile.MatrixProfile attribute) _norm_text() (in module src.dackar.RCA.orchestrators.evidence_retriever) _norm_text_key() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) _normalize_alarm_ref() (in module src.dackar.RCA.ner.alarm_id_extractor) _normalize_alternatives() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _normalize_barrier_text() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _normalize_confidence_label() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _normalize_contributing_causes() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _normalize_doc_ref() (in module src.dackar.RCA.ner.doc_ref_extractor) _normalize_evidence_additions() (src.dackar.RCA.synthesis.analyst_override_processor.AnalystOverrideProcessor method) _normalize_evidence_rows() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _normalize_filter_meta() (in module src.dackar.RCA.storage.chroma_store) _normalize_from_causal_sentence() (in module src.dackar.RCA.ner.causal_condition_adapter) _normalize_from_causal_simple() (in module src.dackar.RCA.ner.causal_condition_adapter) _normalize_health_state() (in module src.dackar.RCA.ner.causal_condition_adapter) _normalize_hits() (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever method) _normalize_interval_type() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 static method) _normalize_label_key() (in module src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator) _normalize_llm_output() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _normalize_past_events() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 static method) _normalize_payload() (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator method) _normalize_questions() (src.dackar.RCA.synthesis.analyst_override_processor.AnalystOverrideProcessor method) _normalize_recommended_actions() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _normalize_safety_text() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _normalize_symptom_text() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _normalize_table_markdown_to_json() (in module src.dackar.RCA.doc_parsers.pdfParser) _normalize_token() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder static method) _normalize_validation_report() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _normalized_confidence_label() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _normalized_weighted_sum() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 static method) _now_iso() (in module src.dackar.RCA.doc_parsers.mdParser) (in module src.dackar.RCA.doc_parsers.pdfParser) _np_subtree_text() (in module src.dackar.RCA.ner.causal_condition_adapter) _null_record() (src.dackar.RCA.doc_extraction.adapter.DocExtractionAdapter method) (src.dackar.RCA.doc_extraction.DocExtractionAdapter method) _objList (src.dackar.causal.CausalSimple.CausalSimple attribute) _OP_HIGH_POWER_KEYWORDS (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _OP_MODE_BASE (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _OP_STANDBY_KEYWORDS (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _operating_context_rows() (src.dackar.RCA.orchestrators.ishikawa_evaluator.HeuristicIshikawaEvaluatorV1 method) _operating_point_score() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 class method) _opt_str() (in module src.dackar.RCA.adapters.llm_oe_adapter) _OUTCOME_WORDING (in module src.dackar.RCA.cross_pattern.summary) _OUTPUT_SCHEMA_PATH (in module src.dackar.RCA.cap_integration.cap_export_serializer) (in module src.dackar.RCA.pm_compliance.aggregator) _output_validator() (in module src.dackar.RCA.cap_integration.cap_export_serializer) (in module src.dackar.RCA.pm_compliance.aggregator) _overlap_score() (in module src.dackar.RCA.orchestrators.evidence_retriever) _paragraph_subchunks() (in module src.dackar.RCA.doc_parsers.mdParser) _parent_module_globals (src.dackar.contrib.lazy.lazy_loader.LazyLoader attribute) _parse_alarm_log() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor.IncidentExtractor method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentExtractor method) _parse_args() (in module src.dackar.knowledge_graph.kg_ingest_fmea_workflow) (in module src.dackar.knowledge_graph.kg_ingest_neo4j_workflow) _parse_event_time() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _parse_instant() (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator static method) _parse_iso() (in module src.dackar.RCA.cmms_integration.cmms_context_builder) _parse_json_strict() (in module src.dackar.RCA.summarizers.reliability_summarizer) _parse_lag_hours() (in module src.dackar.RCA.ner.spacy_annotator) _parse_llm_response() (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMDisambiguator method) _parse_marker_image_key() (in module src.dackar.RCA.doc_parsers.pdfParser) _parse_response() (src.dackar.RCA.adapters.llm_oe_adapter.LLMOEAdapter static method) _parse_soe_log() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor.IncidentExtractor method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentExtractor method) _parse_telemetry_summary() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor.IncidentExtractor method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentExtractor method) _parse_ts() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor) _PARTICIPIAL_DEPS (in module src.dackar.RCA.ner.causal_condition_adapter) _partition_processed_text_records() (in module src.dackar.knowledge_graph.kg_ingest_neo4j_workflow) _passes_minimum_evidence_gate() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _patch_candidate_summary() (in module src.dackar.RCA.orchestrators.supersession) _pattern_confidence() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _pattern_latency_alignment() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _pattern_similarity_score() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 class method) _pattern_support() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _pattern_temporal_contradiction() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _per_candidate_scores() (in module src.dackar.RCA.signal_evidence.builder) _pick_first() (in module src.dackar.RCA.ner.causal_condition_adapter) _PM_CHECK_KEYWORDS (in module src.dackar.RCA.orchestrators.causality_engine_v31) (in module src.dackar.RCA.orchestrators.causality_engine_v32) _pm_check_matched_keywords() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _pm_check_relevant() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 static method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _PM_EVENT_TOKENS (in module src.dackar.RCA.cmms_integration.cmms_context_builder) _POS_FILE (in module src.dackar.RCA.pm_compliance.vocabulary_loader) _pos_tags() (src.dackar.RCA.ner.hybrid_ner.generators.nounphrase_generator.NounPhraseGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.NounPhraseGenerator method) _POSTURE_WARNINGS (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 attribute) _prefix() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) _PREP_CONNECTOR_PAT (in module src.dackar.RCA.ner.causal_condition_adapter) _primary_common_cause_uncertainties() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _primary_common_cause_why_primary() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _primary_recurrence_uncertainties() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _primary_recurrence_why_primary() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _priority_map (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer attribute) _priority_rank() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _process_rows() (src.dackar.RCA.orchestrators.ishikawa_evaluator.HeuristicIshikawaEvaluatorV1 method) _profile_by_name() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) _PROFILE_WEIGHTS (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config) _project_sister() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder class method) _promote_initiator_over_consequence() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _PROP_RELATION_WEIGHT (in module src.dackar.RCA.signal_evidence.builder) _PROXIMATE_CATEGORIES (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 attribute) _prune_nested_entities() (src.dackar.RCA.ner.hybrid_ner.postprocess.Postprocessor method) _query_plant_past_events() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _raise_ctor_skip() (in module src.dackar.RCA.ner.causal_condition_adapter) _raise_if_invalid() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _rank_candidates_by_composite() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _rawCausalList (src.dackar.causal.CausalBase.CausalBase attribute) _RCA_FRAME_LIST_FIELDS (in module src.dackar.RCA.summarizers.reliability_summarizer) _read_terms() (in module src.dackar.RCA.pm_compliance.vocabulary_loader) _rebuild_inverted_index() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex method) _recency_dt() (in module src.dackar.RCA.orchestrators.supersession) _recency_factor() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 static method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _record_component_ids() (in module src.dackar.RCA.storage.chroma_store) _record_degradation() (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method) _record_id_by_chunk_id (src.dackar.RCA.storage.processed_record_store.ProcessedRecordStore attribute) (src.dackar.RCA.storage.ProcessedRecordStore attribute) _record_truncation() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _recurrence_confidence() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _recurrence_features_for_candidate() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _recurrence_match_quality_stats() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 class method) _recurrence_review_questions() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _recurrence_score_from_features() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _recurrence_trend() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 static method) _refresh_candidate_confidence_and_thresholds() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _relation_precedence_score() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _relationGeneral (src.dackar.causal.CausalBase.CausalBase attribute) _relationNames (src.dackar.causal.CausalBase.CausalBase attribute) _relevance_of() (in module src.dackar.RCA.orchestrators.supersession) _RELEVANCE_SUPERSEDE_MARGIN (in module src.dackar.RCA.orchestrators.supersession) _repair_wrapped_action_rows() (in module src.dackar.RCA.doc_parsers.mdParser) _reset() (src.dackar.knowledge_graph.py2neo.Py2Neo static method) _resolve_anomaly_pattern() (in module src.dackar.RCA.doc_parsers.fmeaParser) _resolve_approved_scope_boundary() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _resolve_by_embedding() (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.EquipmentSimilarityResolver method) _resolve_by_fm_overlap() (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.EquipmentSimilarityResolver method) _resolve_component_type() (in module src.dackar.knowledge_graph.kg_ingest_fmea_workflow) _resolve_evidence_excerpt() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _resolve_finding_status() (src.dackar.RCA.doc_extraction.EpistemicClassifier method) (src.dackar.RCA.doc_extraction.epistemics.EpistemicClassifier method) _resolve_lookback() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder method) _resolve_monitored_variable() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _resolve_seed_nodes() (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) _resolve_signal_evidence_historian_policy() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _resolve_sisters() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder method) _resolve_weights() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.PatternSearcher method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.searcher.PatternSearcher method) _RETRIEVAL_SUMMARY_LIST_FIELDS (in module src.dackar.RCA.summarizers.reliability_summarizer) _returnNodePropertyDatatype() (src.dackar.knowledge_graph.KGconstruction.KG method) _returnRelationPropertyDatatype() (src.dackar.knowledge_graph.KGconstruction.KG method) _risk_significance_from_safety_functions() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _ROLE_PATTERNS (in module src.dackar.RCA.summarizers.reliability_summarizer) _rollup_risk() (in module src.dackar.RCA.pm_compliance.aggregator) _ROOT_CATEGORIES (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 attribute) _route_entity() (in module src.dackar.RCA.ner.ner_adapter) _route_negated_statements() (in module src.dackar.RCA.ner.causal_condition_adapter) _rows_from_csv() (in module src.dackar.RCA.doc_parsers.fmeaParser) _rows_from_xls() (in module src.dackar.RCA.doc_parsers.fmeaParser) _rows_from_xlsx() (in module src.dackar.RCA.doc_parsers.fmeaParser) _RowValidationSkip _RULEOUT_REASON_CODES (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _run_auto_reentry_if_needed() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _run_detection() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density.EpisodeDetector method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.EpisodeDetector method) _run_extractor_if_needed() (in module src.dackar.RCA.ner.causal_condition_adapter) _safe_export_filename() (in module src.dackar.RCA.cap_integration.cap_adapter) _safe_int() (in module src.dackar.RCA.ner.augment_chunks) _safe_optional_int() (in module src.dackar.RCA.ner.augment_chunks) _safe_ptr_entity_rel() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) _safe_ptr_failure_mode_rel() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) _safe_rel() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) _safe_text() (in module src.dackar.RCA.ner.causal_condition_adapter) _safe_token() (in module src.dackar.knowledge_graph.py2neo) _SAFE_TOKEN_RE (in module src.dackar.knowledge_graph.py2neo) _sanitize_meta() (in module src.dackar.RCA.storage.chroma_store) _sanitize_meta_value() (in module src.dackar.RCA.storage.chroma_store) _sbert (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) _schema (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) _schema_props() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) _schemaReturnNodeProperties() (src.dackar.knowledge_graph.KGconstruction.KG method) _schemaReturnRelationProperties() (src.dackar.knowledge_graph.KGconstruction.KG method) _scope() (src.dackar.RCA.cmms_integration.cmms_adapter.MockCMMSAdapter static method) _score_against_anomalies() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _score_causal_statement() (in module src.dackar.RCA.ner.causal_condition_adapter) _score_chain() (in module src.dackar.RCA.signal_evidence.builder) _score_expected_latency() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _score_failure_mode_pattern() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _score_from_effective_count() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _score_from_recurrence_profile() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _score_gap_to_runner_up() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _score_history_support() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _SCORING_FIELDS_PROTECTED (in module src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) _SCORING_PROFILE_DIMENSIONS (in module src.dackar.RCA.orchestrators.causality_engine_v32) _scoring_profile_for_fm() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _screen (src.dackar.causal.CausalBase.CausalBase attribute) _scrump_percentage (src.dackar.anomalies.MatrixProfile.MatrixProfile attribute) _section_to_chunk() (in module src.dackar.RCA.doc_parsers.mdParser) _SEED_STRUCTURAL_SCORES (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _select_candidates() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _select_evidence() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _semantic_checks_bundle() (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator method) _semantic_checks_causality_candidates() (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator method) _semantic_checks_rca_card() (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator method) _semantic_checks_run_context() (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator method) _semantic_checks_run_manifest() (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator method) _semantic_checks_single() (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator method) _semantic_match_to_historical_doc() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _sentence_window() (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityEngine static method) _serialise_df() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer) _serialize_action() (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer method) _serialize_signal_episode() (in module src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) _sev() (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator method) _SEVERITY_SCORE_FLOORS (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 attribute) _severity_weight() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _short_desc_limit (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer attribute) _SHORT_DESC_LIMITS (in module src.dackar.RCA.cap_integration.cap_config) _should_drop_nested() (src.dackar.RCA.ner.hybrid_ner.postprocess.Postprocessor method) _should_hard_abort_for_chroma_archive() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _should_hard_abort_for_kg_governance() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _SISTER_SCHEMA_KEYS (in module src.dackar.RCA.cmms_integration.cmms_context_builder) _sklearn_ok (src.dackar.RCA.ner.hybrid_ner.classifier.SpanClassifier attribute) _slug() (in module src.dackar.RCA.doc_parsers.fmeaParser) _snapshot_primary() (src.dackar.RCA.synthesis.analyst_override_processor.AnalystOverrideProcessor method) _source_doc_id_from_event_id() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator static method) _SPEC_QUERY (in module src.dackar.RCA.equipment_similarity.kg_equipment_poller) _SPEECH_ACT_VERBS (in module src.dackar.RCA.ner.causal_condition_adapter) _split_actions() (in module src.dackar.RCA.doc_parsers.fmeaParser) _split_cause_effect_text() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) _split_causes() (in module src.dackar.RCA.doc_parsers.fmeaParser) _split_effect_to_symptoms() (in module src.dackar.RCA.doc_parsers.fmeaParser) _split_listish() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) _SQRT_2PI (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density) _stable_record_id_from_doc() (in module src.dackar.RCA.storage.chroma_store) _stage_a_build_run_context() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _stage_b_allen_relation_by_component() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 class method) _stage_g_finalize_manifest() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _stage_i_archive_chroma() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _states (src.dackar.RCA.storage.chroma_store.ChromaRecordStore attribute) (src.dackar.RCA.storage.ChromaRecordStore attribute) _STATUS_CANCELLED (in module src.dackar.RCA.cmms_integration.cmms_adapter) _STATUS_CLOSED (in module src.dackar.RCA.cmms_integration.cmms_adapter) _STATUS_OPEN (in module src.dackar.RCA.cmms_integration.cmms_adapter) _statusFile (src.dackar.causal.CausalBase.CausalBase attribute) _statusKeywords (src.dackar.causal.CausalBase.CausalBase attribute) _STOP (in module src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator) _str_list() (in module src.dackar.RCA.adapters.llm_oe_adapter) _stream_quality_for_candidate() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _structural_score_for_fm() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _structural_score_for_past_event() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _sub_norm (src.dackar.anomalies.MatrixProfile.MatrixProfile attribute) _subjList (src.dackar.causal.CausalSimple.CausalSimple attribute) _summarize_anomaly_windows() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _summarize_applicability() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 class method) _summarize_cross_pattern_evidence() (in module src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) _summarize_decision_posture() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _summarize_primary_candidate_posture() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _summarize_primary_evidence() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _summarize_primary_evidence_posture() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _summarize_primary_pattern_posture() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _summarize_signal_episodes() (in module src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) _summarize_tones() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 static method) _summarize_uncertainty() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 static method) _summary_metrics() (in module src.dackar.RCA.pm_compliance.aggregator) _SUPPORT_DEPENDENCY_EDGE_FAMILIES (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _SUPPORTED_MODES (in module src.dackar.RCA.ner.ner_adapter) _SUPPORTED_TARGETS (in module src.dackar.RCA.cap_integration.cap_config) _supporting_doc_refs() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _supporting_evidence_by_candidate() (src.dackar.RCA.orchestrators.ishikawa_evaluator.HeuristicIshikawaEvaluatorV1 method) _swap_primary() (src.dackar.RCA.synthesis.analyst_override_processor.AnalystOverrideProcessor method) _symptom_match_score() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _tables_from_pdfplumber() (in module src.dackar.RCA.doc_parsers.pdfParser) _targets (src.dackar.anomalies.AnomalyBase.AnomalyBase attribute) _telemetry_score_for_fm() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _telemetry_score_for_past_event() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _telemetry_support_score() (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) _TEMPORAL_ATTRIBUTE_LABEL (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotator attribute) _TEMPORAL_COOCCURRENCE_LATENCY_PROXY (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _TEMPORAL_COOCCURRENCE_TSKR_PROXY (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _TEMPORAL_LABEL (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotator attribute) _temporal_posture() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _TEMPORAL_RELATION_LABELS (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotator attribute) _temporal_score_for_fm() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _temporal_score_for_past_event() (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _TEMPORAL_SINCE_PAT (in module src.dackar.RCA.ner.causal_condition_adapter) _term_matches() (in module src.dackar.RCA.pm_compliance.vocabulary_loader) _term_tokens() (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerGenerator method) _text_overlaps_any() (in module src.dackar.RCA.doc_extraction.adapter) _textProcess (src.dackar.causal.CausalBase.CausalBase attribute) _tfidf_matrix (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) _tfidf_vectorizer (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) _TIMELESS_DOC_TYPES (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _to_float() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) (in module src.dackar.RCA.doc_parsers.fmeaParser) (in module src.dackar.RCA.signal_evidence.builder) (in module src.dackar.RCA.signal_evidence.historian_adapter) _TO_HOURS (in module src.dackar.RCA.ner.spacy_annotator) _to_int() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) (in module src.dackar.RCA.doc_parsers.fmeaParser) _to_nltk_synset() (in module src.dackar.similarity.simUtils) _tokenize() (in module src.dackar.RCA.orchestrators.evidence_retriever) (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerGenerator method) _tokenize_with_offsets() (src.dackar.RCA.ner.hybrid_ner.generators.nounphrase_generator.NounPhraseGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.NounPhraseGenerator method) _top_k_by_token_overlap() (src.dackar.RCA.ner.entity_normalizer.EntityNormalizer method) _trim_at_punct() (src.dackar.RCA.ner.hybrid_ner.generators.anchored_np_generator.AnchoredNPGenerator method) _trusted_citations() (in module src.dackar.RCA.summarizers.reliability_summarizer) _truthy() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) _try_split_physical_outcome() (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityEngine method) _tskr_runtime_snapshot() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _tuple_to_causal_dict() (in module src.dackar.RCA.ner.causal_condition_adapter) _uniq() (in module src.dackar.RCA.ner.augment_chunks) (in module src.dackar.RCA.ner.ner_adapter) _UNIT_LABEL (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotator attribute) _UNKNOWN_COMPONENT_SCORE (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) _update_score_rationale_for_refinement() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) _updateCausalKeywords (src.dackar.causal.CausalBase.CausalBase attribute) _updateStatusKeywords (src.dackar.causal.CausalBase.CausalBase attribute) _utcnow_iso() (in module src.dackar.RCA.cap_integration.cap_adapter) (in module src.dackar.RCA.cap_integration.cap_export_serializer) (in module src.dackar.RCA.cmms_integration.cmms_context_builder) (in module src.dackar.RCA.signal_evidence.builder) (in module src.dackar.RCA.synthesis.analyst_override_processor) _VALID_CHECK_TYPES (in module src.dackar.RCA.pm_compliance.execution_verifier) _VALID_OVERRIDE_TYPES (in module src.dackar.RCA.synthesis.analyst_override_processor) _VALID_PROFILES (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config) _VALID_RESOLUTION_TYPES (in module src.dackar.RCA.synthesis.analyst_override_processor) _VALID_SUPPORT_ROLES (in module src.dackar.RCA.synthesis.analyst_override_processor) _VALID_WRITEBACK_DECISIONS (in module src.dackar.RCA.synthesis.analyst_override_processor) _validate() (src.dackar.workflows.WorkflowManager.WorkflowManager method) _validate_and_persist() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _validate_and_repair_llm_sections() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) _validate_artifact() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _validate_bundle() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) _validate_card_semantics() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) _validate_input() (src.dackar.RCA.synthesis.analyst_override_processor.AnalystOverrideProcessor method) _validate_output() (in module src.dackar.RCA.pm_compliance.aggregator) (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer method) _validate_stage5_alias_consistency() (in module src.dackar.RCA.ner.augment_chunks) _vectorizer (src.dackar.RCA.ner.hybrid_ner.classifier.SpanClassifier attribute) _visualizeMatchedSents (src.dackar.causal.CausalBase.CausalBase attribute) _warned_episode_shape (src.dackar.RCA.cross_pattern.linker.CrossPatternLinker attribute) _WARNED_NON_RRF_FUSION (in module src.dackar.RCA.storage.lc_retriever_processed) _window_for_event() (in module src.dackar.RCA.pm_compliance.aggregator) _wo_records (src.dackar.RCA.cmms_integration.cmms_adapter.MockCMMSAdapter attribute) _WO_SCHEMA_KEYS (in module src.dackar.RCA.cmms_integration.cmms_context_builder) _write_atomic() (src.dackar.RCA.orchestrators.artifact_store.FileArtifactStore method) _write_jsonl() (in module src.dackar.RCA.ner.augment_chunks) _xcolumns (src.dackar.anomalies.AnomalyBase.AnomalyBase attribute) _xindex (src.dackar.anomalies.AnomalyBase.AnomalyBase attribute) _ycolumns (src.dackar.anomalies.AnomalyBase.AnomalyBase attribute) _yindex (src.dackar.anomalies.AnomalyBase.AnomalyBase attribute)

A

abbrDict (src.dackar.text_processing.AbbrExpander.AbbrExpander attribute) Abbreviation (class in src.dackar.text_processing.Abbreviation) abbreviationSub() (src.dackar.text_processing.Abbreviation.Abbreviation method) AbbrExpander (class in src.dackar.text_processing.AbbrExpander) abbrList (src.dackar.text_processing.AbbrExpander.AbbrExpander attribute) abbrProcess() (src.dackar.text_processing.AbbrExpander.AbbrExpander method) abbrType (src.dackar.text_processing.AbbrExpander.AbbrExpander attribute) ABSENT (src.dackar.RCA.doc_extraction.schema.EventTimeConfidence attribute) acronyms (src.dackar.utils.mbse.LMLparser.LMLobject attribute) (src.dackar.utils.opm.OPLparser.OPMobject attribute) action (src.dackar.RCA.ner.hybrid_ner.models.Decision attribute) (src.dackar.RCA.ner.hybrid_ner.schema.ConditionalRule attribute) action_type_map (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute) adapter (src.dackar.RCA.cap_integration.cap_adapter.CAPSubmissionReceipt attribute), [1] (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder attribute) add() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex method) (src.dackar.RCA.orchestrators.evidence_retriever.InMemoryEvidenceStore method) (src.dackar.RCA.validation.schema_validator.ValidationReport method) add_batch() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex method) add_documents() (src.dackar.RCA.orchestrators.evidence_retriever.InMemoryEvidenceStore method) add_edge() (src.dackar.knowledge_graph.kg_schema_builder_workflow.GraphBatch method) add_jsonl() (src.dackar.RCA.storage.processed_record_store.ProcessedRecordStore method) (src.dackar.RCA.storage.ProcessedRecordStore method) add_node() (src.dackar.knowledge_graph.kg_schema_builder_workflow.GraphBatch method) add_record() (src.dackar.RCA.storage.processed_record_store.ProcessedRecordStore method) (src.dackar.RCA.storage.ProcessedRecordStore method) addedWords (src.dackar.text_processing.SpellChecker.SpellChecker attribute) addEntityPattern() (src.dackar.causal.CausalBase.CausalBase method) addKeywords() (src.dackar.causal.CausalBase.CausalBase method) (src.dackar.causal.CausalPhrase.CausalPhrase method) addNodesEdges() (src.dackar.utils.mbse.customMBSEparser.customMBSEobject method) addWordsToDictionary() (src.dackar.text_processing.SpellChecker.SpellChecker method) AFFECTS_PERFORMANCE (src.dackar.RCA.doc_extraction.schema.EpistemicClass attribute) Aiag5thFmeaProfile (class in src.dackar.RCA.doc_parsers.fmea_normalizer) AiagFmeaProfile (class in src.dackar.RCA.doc_parsers.fmea_normalizer) alarm_ids (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) AlarmRef (class in src.dackar.RCA.ner.alarm_id_extractor) aliasLookup (in module src.dackar.pipelines.CustomPipelineComponents) aliasResolver() (in module src.dackar.pipelines.CustomPipelineComponents) all_record_ids() (src.dackar.RCA.storage.processed_record_store.ProcessedRecordStore method) (src.dackar.RCA.storage.ProcessedRecordStore method) allen_rel (src.dackar.RCA.signal_evidence.models.PropagationEdge attribute) allen_relation() (in module src.dackar.RCA.orchestrators.temporal_relations) allen_score (src.dackar.RCA.signal_evidence.models.PropagationEdge attribute) allow_fallback_template_fill (src.dackar.RCA.synthesis.rca_synthesizer_v31.RCASynthesizerConfig attribute), [1] allowed_edge_cols (src.dackar.utils.mbse.customMBSEparser.customMBSEobject attribute) allowedEdgeTypes (src.dackar.utils.mbse.customMBSEparser.customMBSEobject attribute) allowedNodeCols (src.dackar.utils.mbse.customMBSEparser.customMBSEobject attribute) allowedNodeTypes (src.dackar.utils.mbse.customMBSEparser.customMBSEobject attribute) alpha (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.SearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.SearchConfig attribute) AMBIGUOUS (src.dackar.RCA.doc_extraction.schema.FMResolutionStatus attribute) AnalystOverrideProcessor (class in src.dackar.RCA.synthesis.analyst_override_processor) analyze_degradation() (in module src.dackar.RCA.pm_compliance.effectiveness_analyzer) analyze_scope() (in module src.dackar.RCA.pm_compliance.scope_analyzer) ANALYZES_PAST_DEGRADATION (src.dackar.RCA.doc_extraction.schema.EpistemicClass attribute) anaphorCoref() (in module src.dackar.pipelines.CustomPipelineComponents) anaphorEntCoref() (in module src.dackar.pipelines.CustomPipelineComponents) AnchoredNPGenerator (class in src.dackar.RCA.ner.hybrid_ner.generators.anchored_np_generator) annotate() (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotator method) annotate_record() (src.dackar.RCA.doc_extraction.EpistemicClassifier method) (src.dackar.RCA.doc_extraction.epistemics.EpistemicClassifier method) annotator (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever attribute)

anomaly_count_weight (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) anomaly_idx (src.dackar.RCA.signal_evidence.models.NodeTopology attribute) anomaly_weight (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) AnomalyBase (class in src.dackar.anomalies.AnomalyBase) AnomalyRecord (class in src.dackar.RCA.signal_evidence.models) api_key (src.dackar.RCA.adapters.llm_oe_adapter.LLMOEAdapter attribute) (src.dackar.RCA.cmms_integration.maximo_cmms_adapter.MaximoCMMSAdapter attribute) applicable_fm_ids (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) applies_to_pairs (src.dackar.RCA.ner.hybrid_ner.schema.ConditionalRule attribute) apply() (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityEngine method) (src.dackar.RCA.ner.hybrid_ner.disambiguation.RuleDisambiguator method) (src.dackar.RCA.ner.hybrid_ner.postprocess.Postprocessor method) (src.dackar.RCA.synthesis.analyst_override_processor.AnalystOverrideProcessor method) apply_override() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) apply_schema_constraints() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) apply_scope_revision() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) apply_stale_confidence_cap() (in module src.dackar.RCA.cross_pattern.rules) artifact (src.dackar.RCA.validation.schema_validator.ValidationIssue attribute), [1] artifact_store (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) ArtifactStore (class in src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) as_chroma_metadata() (src.dackar.RCA.doc_extraction.DocExtractionRecord method) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord method) as_found (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) as_found_last (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) as_left (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) as_lists() (src.dackar.knowledge_graph.kg_schema_builder_workflow.GraphBatch method) assert_output_dir_writable() (in module src.dackar.RCA.orchestrators.input_guards) assessed_cause (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) asset_id (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentFingerprint attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.IncidentFingerprint attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.UnifiedEvent attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.UnifiedEvent attribute) asset_match (src.dackar.RCA.cross_pattern.models.CrossPatternLink attribute) asset_scope (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex attribute) assign_episode_ids() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density.EpisodeDetector method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.EpisodeDetector method) assign_figures_to_sections() (in module src.dackar.RCA.doc_parsers.mdParser) assign_groups() (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityEngine method) assign_tables_to_sections() (in module src.dackar.RCA.doc_parsers.mdParser) asSpan (src.dackar.pipelines.EmergentActivityEntity.EmergentActivity attribute) (src.dackar.pipelines.GeneralEntity.GeneralEntity attribute) (src.dackar.pipelines.PhraseEntityMatcher.PhraseEntityMatcher attribute) (src.dackar.pipelines.SimpleEntityMatcher.SimpleEntityMatcher attribute) (src.dackar.pipelines.TemporalEntity.Temporal attribute) attributes (src.dackar.RCA.ner.hybrid_ner.models.CandidateSpan attribute) augment_chunks_with_structured_summaries() (in module src.dackar.RCA.ner.augment_chunks) AugmentStats (class in src.dackar.RCA.ner.augment_chunks) authority_level (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) AUTHORITY_LEVEL (src.dackar.RCA.doc_extraction.schema.ClassificationResolutionLevel attribute) authority_level (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) (src.dackar.RCA.summarizers.reliability_summarizer.ChunkContext attribute) AuthorityLevel (class in src.dackar.RCA.doc_extraction.schema) AUTO_RESOLVED (src.dackar.RCA.doc_extraction.schema.FMResolutionStatus attribute) AutoDetectProfile (class in src.dackar.RCA.doc_parsers.fmea_normalizer)

B

bandwidth_scan() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density.EpisodeDetector method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.EpisodeDetector method) base_np (src.dackar.RCA.ner.hybrid_ner.generators.anchored_np_generator.AnchoredNPGenerator attribute) base_url (src.dackar.RCA.cmms_integration.maximo_cmms_adapter.MaximoCMMSAdapter attribute) (src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter.SAPPMCMMSAdapter attribute) (src.dackar.RCA.orchestrators.llm_clients.OllamaLLMClient attribute) best_link_score (src.dackar.RCA.cross_pattern.models.CandidateCrossPatternEvidence attribute) beta (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.SearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.SearchConfig attribute) beta_w (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.SearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.SearchConfig attribute) bfs() (src.dackar.causal.CausalBase.CausalBase method) bm25 (src.dackar.RCA.storage.chroma_store._CollectionState attribute) bm25_docs (src.dackar.RCA.storage.chroma_store._CollectionState attribute) bm25_k (src.dackar.RCA.storage.chroma_store.ChromaRecordStore attribute) (src.dackar.RCA.storage.ChromaRecordStore attribute) brownIc (src.dackar.similarity.SentenceSimilarity.SentenceSimilarity attribute) brownInfo() (in module src.dackar.similarity.simUtils) build() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder method) (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder method) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.KGContextBuilder method) (src.dackar.RCA.orchestrators.signal_evidence_builder.SignalEvidenceBuilder method) (src.dackar.RCA.signal_evidence.contracts.SignalEvidenceBuilderContract method) (src.dackar.RCA.signal_evidence.SignalEvidenceBuilderContract method) build_chroma_metadata() (in module src.dackar.RCA.storage.chroma_store) build_chunk_metadata() (in module src.dackar.RCA.ner.augment_chunks)

build_chunks_for_doc_type() (in module src.dackar.RCA.doc_parsers.mdParser) build_cmms_context() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) build_dev_orchestrator() (in module src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) build_embedding_text() (in module src.dackar.RCA.ner.augment_chunks) build_epistemics_digests() (in module src.dackar.RCA.orchestrators.epistemics_digest) build_epistemics_manifest_summary() (in module src.dackar.RCA.doc_extraction) (in module src.dackar.RCA.doc_extraction.epistemics) build_epistemics_run_summary() (in module src.dackar.RCA.orchestrators.epistemics_digest) build_fmea_graph() (in module src.dackar.knowledge_graph.kg_ingest_fmea_workflow) build_from_history() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex method) build_graph_from_workflow_artifacts() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) build_input_guards() (in module src.dackar.RCA.orchestrators.input_guards) build_manifest_cross_pattern_summary() (in module src.dackar.RCA.cross_pattern.summary) build_ner_pipeline() (in module src.dackar.RCA.ner.ner_adapter) build_ner_provider() (in module src.dackar.RCA.ner.ner_adapter) build_pm_compliance() (in module src.dackar.RCA.pm_compliance) (in module src.dackar.RCA.pm_compliance.aggregator) build_processed_text_record() (in module src.dackar.RCA.ner.augment_chunks) build_prompt() (in module src.dackar.RCA.summarizers.reliability_summarizer) build_section_paths() (in module src.dackar.RCA.doc_parsers.mdParser) build_signal_evidence() (in module src.dackar.RCA.signal_evidence) (in module src.dackar.RCA.signal_evidence.builder) build_spacy_annotator() (in module src.dackar.RCA.ner.spacy_annotator) build_spec_text() (src.dackar.RCA.equipment_similarity.equipment_spec_builder.EquipmentSpecBuilder method) build_timestamp (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex attribute)

C

c_handler (in module src.dackar.utils.mbse.customMBSEparser) cache_ttl_seconds (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) calibrate_chain_threshold() (in module src.dackar.RCA.ner.causal_condition_adapter) candidate_id (src.dackar.RCA.cross_pattern.models.CandidateCrossPatternEvidence attribute) CandidateCrossPatternEvidence (class in src.dackar.RCA.cross_pattern.models) CandidateGenerator (class in src.dackar.RCA.ner.hybrid_ner.generators) (class in src.dackar.RCA.ner.hybrid_ner.generators.base) CandidateSpan (class in src.dackar.RCA.ner.hybrid_ner.models) CANONICAL_ENRICHMENT_FIELDS (in module src.dackar.RCA.doc_parsers.fmea_normalizer) canonical_id (src.dackar.RCA.ner.entity_normalizer.NormResult attribute) canonical_label (src.dackar.RCA.ner.entity_normalizer.NormResult attribute) CANONICAL_REQUIRED_FIELDS (in module src.dackar.RCA.doc_parsers.fmea_normalizer) CANONICAL_STANDARD_OPTIONAL_FIELDS (in module src.dackar.RCA.doc_parsers.fmea_normalizer) canonicalize_section_role() (in module src.dackar.RCA.doc_parsers.mdParser) cap_adapter (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) cap_config (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) CAPAdapter (class in src.dackar.RCA.cap_integration.cap_adapter) CAPExportConfig (class in src.dackar.RCA.cap_integration.cap_config) CAPExportSerializer (class in src.dackar.RCA.cap_integration.cap_export_serializer) CAPSubmissionReceipt (class in src.dackar.RCA.cap_integration.cap_adapter) category_l_score_floor (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute), [1] CATEGORY_ORDER (src.dackar.RCA.orchestrators.ishikawa_evaluator.HeuristicIshikawaEvaluatorV1 attribute) causal() (src.dackar.workflows.WorkflowManager.WorkflowManager method) CAUSAL_PRIORITY (in module src.dackar.RCA.orchestrators.temporal_relations) CausalBase (class in src.dackar.causal.CausalBase) causality_engine (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) CausalityEngine (class in src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) CausalityEngineConfig (class in src.dackar.RCA.orchestrators.causality_engine_v31) CausalityEngineConfigV32 (class in src.dackar.RCA.orchestrators.causality_engine_v32) CausalPhrase (class in src.dackar.causal.CausalPhrase) CausalSentence (class in src.dackar.causal.CausalSentence) CausalSimple (class in src.dackar.causal.CausalSimple) cause_is_symptom (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) cause_is_symptom_factor (src.dackar.RCA.doc_extraction.SemanticMatch property) (src.dackar.RCA.doc_extraction.store.SemanticMatch property) centrality() (src.dackar.knowledge_graph.pygds.PyGDS method) ch (in module src.dackar.RCA.doc_parsers.mdParser) chain_id (src.dackar.RCA.signal_evidence.models.ScoredChain attribute) chain_index (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) chain_weight (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) CHARACTERIZES_THE_SYSTEM (src.dackar.RCA.doc_extraction.schema.EpistemicClass attribute) chebyshevTesting() (in module src.dackar.anomalies.kernel_two_sample_test) chebyshevTesting_precomputed_mmd() (in module src.dackar.anomalies.kernel_two_sample_test) check() (src.dackar.knowledge_graph.pygds.PyGDS method) check_data() (src.dackar.anomalies.AnomalyBase.AnomalyBase static method) check_id (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) check_type (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) checkAcronym() (in module src.dackar.utils.opm.OPLparser) checkEdges() (src.dackar.utils.mbse.customMBSEparser.customMBSEobject method) checker (src.dackar.text_processing.AbbrExpander.AbbrExpander attribute) (src.dackar.text_processing.SpellChecker.SpellChecker attribute) checker() (src.dackar.utils.tagKeywordListReader.entityLibrary method) checkerType (src.dackar.text_processing.AbbrExpander.AbbrExpander attribute) checkModel() (src.dackar.utils.mbse.customMBSEparser.customMBSEobject method) checkNodes() (src.dackar.utils.mbse.customMBSEparser.customMBSEobject method) choice() (in module src.dackar.anomalies.t_score) chroma_store (src.dackar.RCA.equipment_similarity.equipment_spec_store.EquipmentSpecStore attribute) ChromaEvidenceRetriever (class in src.dackar.RCA.orchestrators.evidence_retriever) ChromaRecordStore (class in src.dackar.RCA.storage) (class in src.dackar.RCA.storage.chroma_store) chunk_id (src.dackar.RCA.summarizers.reliability_summarizer.ChunkContext attribute) chunk_paragraphs() (in module src.dackar.RCA.doc_parsers.mdParser) ChunkContext (class in src.dackar.RCA.summarizers.reliability_summarizer) clamp01() (in module src.dackar.RCA.orchestrators.tskr_temporal_scorer) (in module src.dackar.RCA.signal_evidence._util) classification_resolution_level (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.epistemics.EpistemicAnnotation attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) ClassificationResolutionLevel (class in src.dackar.RCA.doc_extraction.schema) classifier (src.dackar.RCA.ner.hybrid_ner.pipeline.HybridNERPipeline attribute) classify() (src.dackar.RCA.doc_extraction.EpistemicClassifier method) (src.dackar.RCA.doc_extraction.epistemics.EpistemicClassifier method) classify_anomaly_pattern() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) classify_linkage_outcome() (in module src.dackar.RCA.cross_pattern.rules) classify_linkage_precedence() (in module src.dackar.RCA.cross_pattern.rules) classify_support_posture() (in module src.dackar.RCA.cross_pattern.rules) clean_table_object() (in module src.dackar.RCA.doc_parsers.mdParser) cleanedGraph() (src.dackar.utils.mbse.LMLparser.LMLobject method) cleanTagDict() (src.dackar.utils.tagKeywordListReader.entityLibrary method) clear_cache() (src.dackar.RCA.pm_compliance.vocabulary_loader.PMVocabularyLoader class method) cli_binary (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) client (src.dackar.RCA.equipment_similarity.kg_equipment_poller.KGEquipmentPoller attribute) (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder attribute) close() (src.dackar.knowledge_graph.py2neo.Py2Neo method) (src.dackar.knowledge_graph.pygds.PyGDS method) cmms_adapter (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) cmms_context_builder_config (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) CMMSContextAdapter (class in src.dackar.RCA.cmms_integration.cmms_adapter) CMMSContextBuilder (class in src.dackar.RCA.cmms_integration.cmms_context_builder) CMMSContextBuilderConfig (class in src.dackar.RCA.cmms_integration.cmms_context_builder) code (src.dackar.RCA.validation.schema_validator.ValidationIssue attribute), [1] collect_as_found_from_checks() (in module src.dackar.RCA.pm_compliance.effectiveness_analyzer) collect_as_found_from_rows() (in module src.dackar.RCA.pm_compliance.effectiveness_analyzer) collectCauseEffectSents() (src.dackar.causal.CausalSentence.CausalSentence method) collectExtactedCausals() (src.dackar.causal.CausalSentence.CausalSentence method) COLLECTION_NAME (src.dackar.RCA.doc_extraction.DocExtractionStore attribute) (src.dackar.RCA.doc_extraction.store.DocExtractionStore attribute) collection_name_for_doc_type() (in module src.dackar.RCA.storage.chroma_store) collection_prefix (src.dackar.RCA.storage.chroma_store.ChromaRecordStore attribute) (src.dackar.RCA.storage.ChromaRecordStore attribute) collectSents() (src.dackar.causal.CausalBase.CausalBase method) combined_score (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.SearchResult attribute) combined_score() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search) (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.metrics) combineListsRemoveDuplicates() (in module src.dackar.similarity.utils) compatibility (src.dackar.RCA.ner.hybrid_ner.pipeline.HybridNERPipeline attribute) CompatibilityEngine (class in src.dackar.RCA.ner.hybrid_ner.compatibility) CompatibilityResult (class in src.dackar.RCA.ner.hybrid_ner.compatibility)

completed_date (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) compliance_status (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) component_count() (src.dackar.RCA.equipment_similarity.equipment_spec_store.EquipmentSpecStore method) component_id (src.dackar.RCA.cross_pattern.models.CandidateCrossPatternEvidence attribute) (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.SisterComponent attribute), [1] (src.dackar.RCA.ner.entity_normalizer.NormResult attribute) (src.dackar.RCA.orchestrators.tskr_temporal_scorer.RecurrenceProfile attribute) (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) (src.dackar.RCA.signal_evidence.models.AnomalyRecord attribute) component_label (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.SisterComponent attribute), [1] component_overlap (src.dackar.RCA.cross_pattern.models.CrossPatternLink attribute) components (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) compute_emd_normalization_factor() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex method) compute_link_confidence() (in module src.dackar.RCA.cross_pattern.rules) compute_null_distribution() (in module src.dackar.anomalies.kernel_two_sample_test) compute_null_distribution_given_permutations() (in module src.dackar.anomalies.kernel_two_sample_test) compute_pm_found_defect_rate() (in module src.dackar.RCA.pm_compliance.effectiveness_analyzer) compute_reference_density() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density.EpisodeDetector method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.EpisodeDetector method) compute_time_overlap_hours() (in module src.dackar.RCA.cross_pattern.rules) conditional_rules (src.dackar.RCA.ner.hybrid_ner.schema.SchemaIndex attribute) ConditionalRule (class in src.dackar.RCA.ner.hybrid_ner.schema) confidence (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) (src.dackar.RCA.ner.entity_normalizer.NormResult attribute) (src.dackar.RCA.ner.hybrid_ner.models.Decision attribute) (src.dackar.RCA.ner.hybrid_ner.models.RelationProposal attribute) confidence_weight (src.dackar.RCA.doc_extraction.SemanticMatch property) (src.dackar.RCA.doc_extraction.store.SemanticMatch property) ConfidenceLevel (class in src.dackar.RCA.doc_extraction) (class in src.dackar.RCA.doc_extraction.schema) config (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer attribute) (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder attribute) (src.dackar.RCA.cross_pattern.linker.CrossPatternLinker attribute) (src.dackar.RCA.doc_extraction.EpistemicClassifier attribute) (src.dackar.RCA.doc_extraction.epistemics.EpistemicClassifier attribute) (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.EquipmentSimilarityResolver attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density.EpisodeDetector attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.EpisodeDetector attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor.IncidentExtractor attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentExtractor attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.PatternSearcher attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.searcher.PatternSearcher attribute) (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerGenerator attribute) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerGenerator attribute) (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMDisambiguator attribute) (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 attribute) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 attribute) (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever attribute) (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder attribute) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute), [1] (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 attribute) (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 attribute) configDefault (in module src.dackar.config) configFileName (in module src.dackar.config) conjecture_fraction() (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotationResult method) ConjectureEntity (class in src.dackar.pipelines.ConjectureEntity) conjectures (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotationResult attribute) (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) connetGraph() (src.dackar.utils.mbse.LMLparser.LMLobject method) consolidate() (src.dackar.RCA.ner.hybrid_ner.consolidator.SpanConsolidator method) consolidator (src.dackar.RCA.ner.hybrid_ner.pipeline.HybridNERPipeline attribute) constructSemanticVector() (in module src.dackar.similarity.simUtils) (in module src.dackar.similarity.synsetUtils) constructSemanticVectorUsingDisambiguatedSynsets() (in module src.dackar.similarity.synsetUtils) constructSimilarityVectorPawarMagoMethod() (src.dackar.similarity.SentenceSimilarity.SentenceSimilarity method) constructSynsetOrderVector() (in module src.dackar.similarity.synsetUtils) constructWordOrderVector() (in module src.dackar.similarity.simUtils) CONTAINS (in module src.dackar.RCA.orchestrators.temporal_relations) content() (in module src.dackar.similarity.simUtils) context_left (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityEngine attribute) context_right (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityEngine attribute) context_window (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) context_window_chars (src.dackar.RCA.ner.hybrid_ner.classifier.SpanClassifier attribute) ContextPack (class in src.dackar.RCA.storage.lc_retriever_processed) contextual_cues (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig attribute) contradiction_cues (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig attribute) contributing_event_ids (src.dackar.RCA.orchestrators.tskr_temporal_scorer.RecurrenceProfile attribute) convertSentsToSynsets() (in module src.dackar.similarity.simUtils) convertSentsToSynsetsWithDisambiguation() (in module src.dackar.similarity.simUtils) convertToSynsets() (in module src.dackar.similarity.simUtils) CORE_ARTIFACTS (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator attribute) correct() (src.dackar.text_processing.SpellChecker.SpellChecker method) count (src.dackar.RCA.orchestrators.tskr_temporal_scorer.RecurrenceProfile attribute) count() (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method) cr_numbers (src.dackar.RCA.cap_integration.cap_adapter.CAPSubmissionReceipt attribute), [1] cr_object_name (src.dackar.RCA.cmms_integration.maximo_cmms_adapter.MaximoCMMSAdapter attribute) create_conjecture_component() (in module src.dackar.pipelines.ConjectureEntity) create_emergent_activity() (in module src.dackar.pipelines.EmergentActivityEntity) create_general_component() (in module src.dackar.pipelines.GeneralEntity) create_location_component() (in module src.dackar.pipelines.LocationEntity) create_node() (src.dackar.knowledge_graph.py2neo.Py2Neo method) create_phrase_matcher_component() (in module src.dackar.pipelines.PhraseEntityMatcher) create_relation() (src.dackar.knowledge_graph.py2neo.Py2Neo method) create_simple_matcher_component() (in module src.dackar.pipelines.SimpleEntityMatcher) create_temporal_attribute_component() (in module src.dackar.pipelines.TemporalAttributeEntity) create_temporal_relation_component() (in module src.dackar.pipelines.TemporalRelationEntity) create_unit_component() (in module src.dackar.pipelines.UnitEntity) CreatePatterns (class in src.dackar.utils.nlp.CreatePatterns) createTextacyNormalizeFunction() (src.dackar.text_processing.Preprocessing.Preprocessing method) createTextacyRemoveFunction() (src.dackar.text_processing.Preprocessing.Preprocessing method) createTextacyReplaceFunction() (src.dackar.text_processing.Preprocessing.Preprocessing method) cross_pattern_linker (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) CrossPatternConfig (class in src.dackar.RCA.cross_pattern.config) CrossPatternLink (class in src.dackar.RCA.cross_pattern.models) CrossPatternLinker (class in src.dackar.RCA.cross_pattern.linker) currentDir (in module src.dackar.knowledge_graph.KGconstruction) customLabel (in module src.dackar.pipelines.CustomPipelineComponents) customMBSEobject (class in src.dackar.utils.mbse.customMBSEparser) customPipe (in module src.dackar.workflows.WorkflowManager) customTokenizer() (in module src.dackar.utils.nlp.nlp_utils)

D

DASK_CLIENT_AVAIL (in module src.dackar.anomalies.MatrixProfile), [1] data_dir (src.dackar.RCA.pm_compliance.config.PMComplianceConfig attribute) (src.dackar.RCA.pm_compliance.PMComplianceConfig attribute) database (src.dackar.RCA.equipment_similarity.kg_equipment_poller.KGEquipmentPoller attribute) (src.dackar.RCA.orchestrators.kg_context_builder.Neo4jKGContextBuilder attribute) dataframeEntities (src.dackar.causal.CausalBase.CausalBase attribute) dataframeRelations (src.dackar.causal.CausalBase.CausalBase attribute) datatypes (src.dackar.knowledge_graph.KGconstruction.KG attribute) datePattern (src.dackar.pipelines.TemporalEntity.Temporal attribute) Decision (class in src.dackar.RCA.ner.hybrid_ner.models) decision_id (src.dackar.RCA.ner.hybrid_ner.models.Decision attribute) decision_override (src.dackar.RCA.ner.hybrid_ner.schema.ConditionalRule attribute) decisions (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityResult attribute) (src.dackar.RCA.ner.hybrid_ner.models.PipelineResult attribute) dedupe_candidate_spans() (in module src.dackar.RCA.ner.hybrid_ner.generators.candidate_utils) dedupe_identical_spans (src.dackar.RCA.ner.hybrid_ner.consolidator.SpanConsolidatorPolicy attribute) DEFAULT (src.dackar.RCA.doc_extraction.schema.ClassificationResolutionLevel attribute) DEFAULT_COLUMN_MAP (in module src.dackar.RCA.doc_parsers.fmeaParser) default_doc_types (src.dackar.RCA.storage.processed_evidence_store_adapter.ProcessedEvidenceStoreAdapter attribute) (src.dackar.RCA.storage.ProcessedEvidenceStoreAdapter attribute) default_ner_seed_from_chunk() (in module src.dackar.RCA.ner.augment_chunks) default_planner_group (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute) default_plant_section (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute) default_precedes_lag_hours (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) default_work_group (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute) degraded (src.dackar.RCA.adapters.llm_oe_adapter.LLMOEAdapter attribute), [1] (src.dackar.RCA.adapters.similar_event_adapter.SimilarEventAdapter attribute) (src.dackar.RCA.doc_extraction.DocExtractionStore property) (src.dackar.RCA.doc_extraction.store.DocExtractionStore property) degraded_classification (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.epistemics.EpistemicAnnotation attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) delete_by_doc_id() (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method) delta (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.SearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.SearchConfig attribute) density (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentFingerprint attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.IncidentFingerprint attribute) derived_fields (src.dackar.RCA.doc_parsers.fmea_normalizer.AiagFmeaProfile attribute) (src.dackar.RCA.doc_parsers.fmea_normalizer.AutoDetectProfile attribute) (src.dackar.RCA.doc_parsers.fmea_normalizer.FmeaFormatProfile attribute) (src.dackar.RCA.doc_parsers.fmea_normalizer.Iec60812Profile attribute) (src.dackar.RCA.doc_parsers.fmea_normalizer.MilStd1629aProfile attribute) (src.dackar.RCA.doc_parsers.fmea_normalizer.NuclearGenericProfile attribute) desc_gen (src.dackar.RCA.ner.hybrid_ner.pipeline.HybridNERPipeline attribute) DescriptionEmbedGenerator (class in src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator) details (src.dackar.RCA.ner.hybrid_ner.models.SourceHit attribute) (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) detect() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density.EpisodeDetector method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.EpisodeDetector method) detect_doc_type() (in module src.dackar.RCA.summarizers.reliability_summarizer) detect_document_refs() (in module src.dackar.RCA.doc_parsers.mdParser) detect_equipment_tags() (in module src.dackar.RCA.doc_parsers.mdParser) detect_mbse_mentions() (in module src.dackar.RCA.doc_parsers.mdParser)

detect_standard_refs() (in module src.dackar.RCA.doc_parsers.mdParser) device (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) df (in module src.dackar.pipelines.CustomPipelineComponents) diagnostics (src.dackar.RCA.ner.hybrid_ner.models.PipelineResult attribute) disambiguate() (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMDisambiguator method) disambiguationMethod (src.dackar.similarity.SentenceSimilarity.SentenceSimilarity attribute) disambiguator (src.dackar.RCA.ner.hybrid_ner.pipeline.HybridNERPipeline attribute) displayNER() (in module src.dackar.utils.nlp.nlp_utils) doc_extraction_store (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 attribute) doc_id (src.dackar.RCA.cross_pattern.models.CrossPatternLink attribute) (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) (src.dackar.RCA.ner.hybrid_ner.models.CandidateSpan attribute) (src.dackar.RCA.ner.hybrid_ner.models.Decision attribute) (src.dackar.RCA.ner.hybrid_ner.models.Document attribute) (src.dackar.RCA.ner.hybrid_ner.models.PipelineResult attribute) (src.dackar.RCA.ner.hybrid_ner.models.RelationProposal attribute) (src.dackar.RCA.ner.hybrid_ner.models.ResolvedSpan attribute) (src.dackar.RCA.summarizers.reliability_summarizer.ChunkContext attribute) doc_index_path (in module src.dackar.RCA.doc_parsers.mdParser) DOC_REF_PREFIXES (in module src.dackar.RCA.doc_parsers.mdParser) doc_refs (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) doc_text (src.dackar.RCA.ner.hybrid_ner.classifier.TrainingExample attribute) doc_type (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) DOC_TYPE (src.dackar.RCA.doc_extraction.schema.ClassificationResolutionLevel attribute) doc_type (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) (src.dackar.RCA.equipment_similarity.equipment_spec_store.EquipmentSpecStore attribute) (src.dackar.RCA.ner.doc_ref_extractor.DocRef attribute) (src.dackar.RCA.summarizers.reliability_summarizer.ChunkContext attribute) doc_type_overrides (src.dackar.RCA.doc_extraction.epistemics.EpistemicsRoutingConfig attribute) (src.dackar.RCA.doc_extraction.EpistemicsRoutingConfig attribute) doc_type_priority (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig attribute) doc_window_days_after (src.dackar.RCA.orchestrators.kg_context_builder.KGContextBuilderConfig attribute) doc_window_days_before (src.dackar.RCA.orchestrators.kg_context_builder.KGContextBuilderConfig attribute) DocExtractionAdapter (class in src.dackar.RCA.doc_extraction) (class in src.dackar.RCA.doc_extraction.adapter) DocExtractionRecord (class in src.dackar.RCA.doc_extraction) (class in src.dackar.RCA.doc_extraction.schema) DocExtractionStore (class in src.dackar.RCA.doc_extraction) (class in src.dackar.RCA.doc_extraction.store) DocExtractionStoreError, [1] DocRef (class in src.dackar.RCA.ner.doc_ref_extractor) DocType (in module src.dackar.RCA.summarizers.reliability_summarizer) Document (class in src.dackar.RCA.ner.hybrid_ner.models) document_similarity_score (src.dackar.RCA.cross_pattern.models.CrossPatternLink attribute) dominant_temporal_relation() (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotationResult method) drop_dir (src.dackar.RCA.cap_integration.cap_adapter.FileDropCAPAdapter attribute) dry_run (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) DummyLLMClient (class in src.dackar.RCA.orchestrators.llm_clients) dumpNodesEdgesFiles() (src.dackar.utils.mbse.LMLparser.LMLobject method) DURING (in module src.dackar.RCA.orchestrators.temporal_relations)

E

edge_colors (src.dackar.utils.opm.OPLparser.OPMobject attribute) edge_type (src.dackar.RCA.signal_evidence.models.PropagationEdge attribute) edges (src.dackar.knowledge_graph.kg_schema_builder_workflow.GraphBatch attribute) edgesFilename (src.dackar.utils.mbse.customMBSEparser.customMBSEobject attribute) effectiveness_lookback_cycles (src.dackar.RCA.pm_compliance.config.PMComplianceConfig attribute) (src.dackar.RCA.pm_compliance.PMComplianceConfig attribute) eligible_chunks (src.dackar.RCA.ner.augment_chunks.AugmentStats attribute) embed_model (src.dackar.RCA.doc_extraction.DocExtractionStore attribute) (src.dackar.RCA.doc_extraction.store.DocExtractionStore attribute) (src.dackar.RCA.storage.chroma_store.ChromaRecordStore attribute) (src.dackar.RCA.storage.ChromaRecordStore attribute) embed_text() (src.dackar.RCA.doc_extraction.DocExtractionRecord method) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord method) embedder (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) (src.dackar.RCA.storage.chroma_store.ChromaRecordStore attribute) (src.dackar.RCA.storage.ChromaRecordStore attribute) embedding_min_score (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.EquipmentSimilarityConfig attribute) embedding_model_version (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.DocExtractionStore property) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.store.DocExtractionStore property) embedding_score (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.SisterComponent attribute), [1] embedding_top_k (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.EquipmentSimilarityConfig attribute) EmbeddingModelVersionError, [1] embEntities (src.dackar.utils.mbse.LMLparser.LMLobject attribute) emd_normalization_factor (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex attribute) emd_normalization_mode (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.SearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.SearchConfig attribute) emd_score (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.SearchResult attribute) emd_similarity() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search) (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.metrics) EmergentActivity (class in src.dackar.pipelines.EmergentActivityEntity) emit_min_tokens (src.dackar.RCA.ner.hybrid_ner.generators.anchored_np_generator.AnchoredNPGenerator attribute) emit_overlapping (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerConfig attribute) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerConfig attribute) empty_rca_frame() (in module src.dackar.RCA.summarizers.reliability_summarizer) empty_retrieval_summary() (in module src.dackar.RCA.summarizers.reliability_summarizer) empty_stage5_output() (in module src.dackar.RCA.ner.causal_condition_adapter) enable_conflict_detection (src.dackar.RCA.cross_pattern.config.CrossPatternConfig attribute) enable_cross_pattern_linkage (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute), [1] enable_ishikawa (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute), [1] enable_semantic_recurrence (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute) (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) enable_signal_episode_search (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.PatternSearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.PatternSearchConfig attribute) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute) enable_split_component_mechanism (src.dackar.RCA.ner.hybrid_ner.pipeline.HybridNERPipeline attribute) encode() (src.dackar.RCA.orchestrators.evidence_retriever._EmbeddingEncoder method) encoder (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever attribute) end (src.dackar.RCA.ner.hybrid_ner.classifier.TrainingExample attribute) (src.dackar.RCA.ner.hybrid_ner.models.CandidateSpan attribute) (src.dackar.RCA.ner.hybrid_ner.models.ResolvedSpan attribute) (src.dackar.RCA.orchestrators.temporal_relations.Interval attribute) enrichment_fields (src.dackar.RCA.doc_parsers.fmea_normalizer.FmeaFormatProfile attribute) entities (src.dackar.RCA.ner.hybrid_ner.models.PipelineResult attribute) (src.dackar.utils.mbse.LMLparser.LMLobject attribute) (src.dackar.utils.nlp.CreatePatterns.CreatePatterns attribute) entityLibrary (class in src.dackar.utils.tagKeywordListReader) (src.dackar.knowledge_graph.KGconstruction.KG attribute) EntityNormalizer (class in src.dackar.RCA.ner.entity_normalizer) entityRuler (src.dackar.causal.CausalBase.CausalBase attribute) (src.dackar.pipelines.ConjectureEntity.ConjectureEntity attribute) (src.dackar.pipelines.GeneralEntity.GeneralEntity attribute) (src.dackar.pipelines.LocationEntity.LocationEntity attribute) (src.dackar.pipelines.TemporalAttributeEntity.TemporalAttributeEntity attribute) (src.dackar.pipelines.TemporalRelationEntity.TemporalRelationEntity attribute) episode_density (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.SearchResult attribute) episode_id (src.dackar.RCA.cross_pattern.models.CrossPatternLink attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentFingerprint attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.IncidentFingerprint attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.SearchResult attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.UnifiedEvent attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.UnifiedEvent attribute) episode_only_events (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.SearchResult attribute) episode_window (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.SearchResult attribute) EpisodeDetector (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search) (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density) episodes_df (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex attribute) epistemic_class (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.epistemics.EpistemicAnnotation attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute)

EpistemicAnnotation (class in src.dackar.RCA.doc_extraction.epistemics) EpistemicClass (class in src.dackar.RCA.doc_extraction.schema) EpistemicClassifier (class in src.dackar.RCA.doc_extraction) (class in src.dackar.RCA.doc_extraction.epistemics) epistemics_classifier (src.dackar.RCA.doc_extraction.DocExtractionStore attribute) (src.dackar.RCA.doc_extraction.store.DocExtractionStore attribute) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) epistemics_policy_version (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute), [1] EpistemicsRoutingConfig (class in src.dackar.RCA.doc_extraction) (class in src.dackar.RCA.doc_extraction.epistemics) equipment_ids (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) EQUIPMENT_SPECS_DOC_TYPE (in module src.dackar.RCA.equipment_similarity.equipment_spec_store) EquipmentSimilarityConfig (class in src.dackar.RCA.equipment_similarity.equipment_similarity_resolver) EquipmentSimilarityResolver (class in src.dackar.RCA.equipment_similarity.equipment_similarity_resolver) EquipmentSpecBuilder (class in src.dackar.RCA.equipment_similarity.equipment_spec_builder) EquipmentSpecStore (class in src.dackar.RCA.equipment_similarity.equipment_spec_store) errors (src.dackar.RCA.cap_integration.cap_adapter.CAPSubmissionReceipt attribute), [1] (src.dackar.RCA.validation.schema_validator.ValidationReport property) ERschema (class in src.dackar.utils.tagKeywordListReader) evaluate() (src.dackar.anomalies.AnomalyBase.AnomalyBase method) (src.dackar.RCA.orchestrators.ishikawa_evaluator.HeuristicIshikawaEvaluatorV1 method) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.IshikawaEvaluator method) event2TStest() (in module src.dackar.anomalies.t_score) event_seq (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentFingerprint attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.IncidentFingerprint attribute) event_set (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentFingerprint attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.IncidentFingerprint attribute) event_time_confidence (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) event_time_end (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) event_time_start (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) event_timestamp_iso (src.dackar.RCA.pm_compliance.execution_verifier.PMExecutionVerifier attribute) event_type (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.UnifiedEvent attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.UnifiedEvent attribute) EventTimeConfidence (class in src.dackar.RCA.doc_extraction.schema) evidence (src.dackar.RCA.ner.hybrid_ner.models.RelationProposal attribute) evidence_paths (src.dackar.RCA.cross_pattern.models.CandidateCrossPatternEvidence attribute) evidence_refs (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) evidence_retriever (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) EvidenceRetriever (class in src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) EvidenceRetrieverConfig (class in src.dackar.RCA.orchestrators.evidence_retriever) EvidenceStore (class in src.dackar.RCA.orchestrators.evidence_retriever) examples (src.dackar.RCA.ner.hybrid_ner.schema.ConditionalRule attribute) excel_path (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerGenerator attribute) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerGenerator attribute) expandEntities() (in module src.dackar.pipelines.CustomPipelineComponents) expander() (src.dackar.utils.tagKeywordListReader.entityLibrary method) EXPLICIT (src.dackar.RCA.doc_extraction.schema.EventTimeConfidence attribute) export_cap() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) export_id (src.dackar.RCA.cap_integration.cap_adapter.CAPSubmissionReceipt attribute), [1] extend() (src.dackar.RCA.validation.schema_validator.ValidationReport method) extendEnt() (in module src.dackar.utils.nlp.nlp_utils) extra (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute), [1] extract() (src.dackar.causal.CausalBase.CausalBase method) (src.dackar.RCA.doc_extraction.adapter.DocExtractionAdapter method) (src.dackar.RCA.doc_extraction.DocExtractionAdapter method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor.IncidentExtractor method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentExtractor method) extract_alarm_ref_ids() (in module src.dackar.RCA.ner.alarm_id_extractor) extract_alarm_refs() (in module src.dackar.RCA.ner.alarm_id_extractor) extract_doc_ref_ids() (in module src.dackar.RCA.ner.doc_ref_extractor) extract_doc_refs() (in module src.dackar.RCA.ner.doc_ref_extractor) extract_equipment_ids() (in module src.dackar.RCA.ner.equipment_ID_extractor) extract_examples_from_excel() (in module src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator) extract_keywords() (in module src.dackar.RCA.doc_parsers.mdParser) extract_processed_text_record() (in module src.dackar.RCA.storage.chroma_store) extract_stage5_causal_condition() (in module src.dackar.RCA.ner.causal_condition_adapter) EXTRACTABLE_DOC_TYPES (in module src.dackar.RCA.doc_extraction) (in module src.dackar.RCA.doc_extraction.adapter) extractCausalRelDep() (src.dackar.causal.CausalSentence.CausalSentence method) (src.dackar.causal.CausalSimple.CausalSimple method) extractHealthStatus() (src.dackar.causal.CausalPhrase.CausalPhrase method) (src.dackar.causal.CausalSentence.CausalSentence method) extractInformation() (src.dackar.causal.CausalBase.CausalBase method) (src.dackar.causal.CausalPhrase.CausalPhrase method) (src.dackar.causal.CausalSentence.CausalSentence method) (src.dackar.causal.CausalSimple.CausalSimple method) extraction_version (src.dackar.RCA.doc_extraction.adapter.DocExtractionAdapter attribute) (src.dackar.RCA.doc_extraction.DocExtractionAdapter attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) extractLemma() (in module src.dackar.utils.nlp.nlp_utils) (src.dackar.causal.CausalBase.CausalBase method) extractNER() (in module src.dackar.utils.nlp.nlp_utils) extractRelDep() (src.dackar.causal.CausalBase.CausalBase method) extractStatus() (src.dackar.causal.CausalSimple.CausalSimple method)

F

failed_chunks (src.dackar.RCA.ner.augment_chunks.AugmentStats attribute) fallback_confidence (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) fallback_lookback_days (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilderConfig attribute) fast_transient_event_types (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute), [1] fetch() (src.dackar.RCA.cmms_integration.cmms_adapter.CMMSContextAdapter method) (src.dackar.RCA.cmms_integration.cmms_adapter.MockCMMSAdapter method) (src.dackar.RCA.cmms_integration.cmms_adapter.NoOpCMMSAdapter method) (src.dackar.RCA.cmms_integration.maximo_cmms_adapter.MaximoCMMSAdapter method) (src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter.SAPPMCMMSAdapter method) fh (in module src.dackar.main) FIELD_LABEL_MAP (in module src.dackar.RCA.doc_parsers.mdParser) field_map_path (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute) field_map_source (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute), [1] FIELD_STATUS_DERIVED (in module src.dackar.RCA.doc_parsers.fmea_normalizer) FIELD_STATUS_MISSING_CRITICAL (in module src.dackar.RCA.doc_parsers.fmea_normalizer) FIELD_STATUS_MISSING_ENRICHMENT (in module src.dackar.RCA.doc_parsers.fmea_normalizer) FIELD_STATUS_MISSING_OPTIONAL (in module src.dackar.RCA.doc_parsers.fmea_normalizer) FIELD_STATUS_NLP (in module src.dackar.RCA.doc_parsers.fmea_normalizer) FIELD_STATUS_PRESENT (in module src.dackar.RCA.doc_parsers.fmea_normalizer) FileArtifactStore (class in src.dackar.RCA.orchestrators.artifact_store) FileDropCAPAdapter (class in src.dackar.RCA.cap_integration.cap_adapter) filename (src.dackar.utils.mbse.LMLparser.LMLobject attribute) (src.dackar.utils.nlp.CreatePatterns.CreatePatterns attribute) (src.dackar.utils.opm.OPLparser.OPMobject attribute) find_nodes() (src.dackar.knowledge_graph.py2neo.Py2Neo method) find_similar() (src.dackar.RCA.equipment_similarity.equipment_spec_store.EquipmentSpecStore method) find_temporal() (in module src.dackar.pipelines.TemporalEntity) findHealthStatus() (src.dackar.causal.CausalBase.CausalBase method) (src.dackar.causal.CausalSentence.CausalSentence method) finding_status (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) FINDING_STATUS (src.dackar.RCA.doc_extraction.schema.ClassificationResolutionLevel attribute) finding_status (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) FindingStatus (class in src.dackar.RCA.doc_extraction.schema) findLeftSubj() (src.dackar.causal.CausalBase.CausalBase method) findObj() (src.dackar.causal.CausalBase.CausalBase method) findOptimalOption() (src.dackar.text_processing.SpellChecker.SpellChecker method) findRightKeyword() (src.dackar.causal.CausalBase.CausalBase method) findRightObj() (src.dackar.causal.CausalBase.CausalBase method) findSubj() (src.dackar.causal.CausalBase.CausalBase method) findVerb() (src.dackar.causal.CausalBase.CausalBase method) fit() (src.dackar.anomalies.AnomalyBase.AnomalyBase method) (src.dackar.RCA.ner.hybrid_ner.classifier.SpanClassifier method) (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator method) flatten_rca_frame_for_embedding() (in module src.dackar.RCA.summarizers.reliability_summarizer) flatten_retrieval_summary_for_embedding() (in module src.dackar.RCA.summarizers.reliability_summarizer) fleet_url (src.dackar.RCA.adapters.llm_oe_adapter.LLMOEAdapter attribute) floc_field (src.dackar.RCA.cmms_integration.maximo_cmms_adapter.MaximoCMMSAdapter attribute) floc_kg_property() (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig method)

floc_property (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute) fm_alignment_score (src.dackar.RCA.cross_pattern.models.CrossPatternLink attribute) fm_alignment_score_threshold (src.dackar.RCA.cross_pattern.config.CrossPatternConfig attribute) fm_id (src.dackar.RCA.cross_pattern.models.CandidateCrossPatternEvidence attribute) (src.dackar.RCA.orchestrators.tskr_temporal_scorer.RecurrenceProfile attribute) fm_id_candidate (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) fm_id_candidate_alt (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) fm_id_resolution_threshold (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute) fm_ids (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) fm_overlap_min_shared (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.EquipmentSimilarityConfig attribute) fm_resolution_score (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) fm_resolution_status (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) fm_resolution_threshold (src.dackar.RCA.doc_extraction.DocExtractionStore attribute) (src.dackar.RCA.doc_extraction.store.DocExtractionStore attribute) FMEA_FORMAT_PROFILES (in module src.dackar.RCA.doc_parsers.fmea_normalizer) FmeaColumnResolver (class in src.dackar.RCA.doc_parsers.fmeaParser) FmeaFormatProfile (class in src.dackar.RCA.doc_parsers.fmea_normalizer) FMResolutionStatus (class in src.dackar.RCA.doc_extraction.schema) FOLLOWS (in module src.dackar.RCA.orchestrators.temporal_relations) fontsize (in module src.dackar.anomalies.plotUtils) FORMAL_CONCLUSION (src.dackar.RCA.doc_extraction.schema.FindingStatus attribute) format_rca_card_cross_pattern_summary() (in module src.dackar.RCA.cross_pattern.summary) formatter (in module src.dackar.main) freq_threshold (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.SearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.SearchConfig attribute) freq_vec (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentFingerprint attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.IncidentFingerprint attribute) frequency_concern() (in module src.dackar.RCA.pm_compliance.currency_checker) frequency_days (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) from_field_map_file() (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig class method) from_idx (src.dackar.RCA.signal_evidence.models.PropagationEdge attribute) functionList (src.dackar.text_processing.Preprocessing.Preprocessing attribute) fusion (src.dackar.RCA.storage.processed_evidence_store_adapter.ProcessedEvidenceStoreAdapter attribute) (src.dackar.RCA.storage.ProcessedEvidenceStoreAdapter attribute) fuzzy_jaccard_threshold (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerConfig attribute) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerConfig attribute)

G

gamma (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.SearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.SearchConfig attribute) gazetteer_path (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) GazetteerConfig (class in src.dackar.RCA.ner.hybrid_ner.generators) (class in src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator) GazetteerGenerator (class in src.dackar.RCA.ner.hybrid_ner.generators) (class in src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator) GeneralEntity (class in src.dackar.pipelines.GeneralEntity) generate() (src.dackar.RCA.ner.hybrid_ner.generators.anchored_np_generator.AnchoredNPGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.base.CandidateGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.CandidateGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.nounphrase_generator.NounPhraseGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.NounPhraseGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.regex_generator.RegexCandidateGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.RegexCandidateGenerator method) (src.dackar.RCA.orchestrators.causality_engine_v31.RuleBasedCausalityEngineV31 method) (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.CausalityEngine method) generate_ddl_from_schema() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) generate_for_candidate() (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator method) generate_json() (src.dackar.RCA.orchestrators.llm_clients.DummyLLMClient method) (src.dackar.RCA.orchestrators.llm_clients.LLMClient method) (src.dackar.RCA.orchestrators.llm_clients.OllamaLLMClient method) (src.dackar.RCA.synthesis.rca_synthesizer_v31.LLMClient method) generateAbbrDict() (src.dackar.text_processing.SpellChecker.SpellChecker method) generatePattern() (in module src.dackar.utils.nlp.nlp_utils) (src.dackar.workflows.WorkflowManager.WorkflowManager method) generatePatternList() (in module src.dackar.utils.nlp.nlp_utils) generatePatterns() (src.dackar.utils.nlp.CreatePatterns.CreatePatterns method) generators (src.dackar.RCA.ner.hybrid_ner.pipeline.HybridNERPipeline attribute) genericWorkflow() (src.dackar.knowledge_graph.KGconstruction.KG method) get() (src.dackar.RCA.storage.processed_record_store.ProcessedRecordStore method) (src.dackar.RCA.storage.ProcessedRecordStore method) get_all() (src.dackar.knowledge_graph.py2neo.Py2Neo method) get_anomalies() (src.dackar.anomalies.AnomalyBase.AnomalyBase method) (src.dackar.RCA.signal_evidence.historian_adapter.HistorianAdapter method) (src.dackar.RCA.signal_evidence.historian_adapter.InfileHistorianAdapter method) (src.dackar.RCA.signal_evidence.historian_adapter.NullHistorianAdapter method) (src.dackar.RCA.signal_evidence.historian_adapter.OSIsoftPIHistorianAdapter method) (src.dackar.RCA.signal_evidence.HistorianAdapter method) (src.dackar.RCA.signal_evidence.InfileHistorianAdapter method) (src.dackar.RCA.signal_evidence.NullHistorianAdapter method) (src.dackar.RCA.signal_evidence.OSIsoftPIHistorianAdapter method) get_by_chunk_id() (src.dackar.RCA.storage.processed_record_store.ProcessedRecordStore method) (src.dackar.RCA.storage.ProcessedRecordStore method) get_candidates() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex method)

get_chroma_documents() (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilder method) get_cross_pattern_attention_flags() (in module src.dackar.RCA.cross_pattern.summary) get_file_name_no_extension() (in module src.dackar.RCA.doc_parsers.pdfParser) get_many() (src.dackar.RCA.storage.processed_record_store.ProcessedRecordStore method) (src.dackar.RCA.storage.ProcessedRecordStore method) get_mp() (src.dackar.anomalies.MatrixProfile.MatrixProfile method) get_mp_index() (src.dackar.anomalies.MatrixProfile.MatrixProfile method) get_mp_left_index() (src.dackar.anomalies.MatrixProfile.MatrixProfile method) get_mp_right_index() (src.dackar.anomalies.MatrixProfile.MatrixProfile method) get_or_create_collection() (src.dackar.RCA.storage.chroma_store.ChromaRecordStore method) (src.dackar.RCA.storage.ChromaRecordStore method) get_params() (src.dackar.anomalies.AnomalyBase.AnomalyBase method) get_token_evidence() (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerGenerator method) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerGenerator method) getAbbreviation() (src.dackar.text_processing.Abbreviation.Abbreviation method) getAcronymsDict() (src.dackar.utils.tagKeywordListReader.entityLibrary method) getAmod() (src.dackar.causal.CausalBase.CausalBase method) getAmodOnly() (src.dackar.causal.CausalBase.CausalBase method) getAttribute() (src.dackar.causal.CausalBase.CausalBase method) getCompoundOnly() (src.dackar.causal.CausalBase.CausalBase method) getConfig() (in module src.dackar.config) getConjuncts() (src.dackar.causal.CausalBase.CausalBase method) getCustomEnts() (src.dackar.causal.CausalBase.CausalBase method) getEntID() (in module src.dackar.pipelines.CustomPipelineComponents) getEntityLabels() (src.dackar.causal.CausalBase.CausalBase method) getHealthStatusForObj() (src.dackar.causal.CausalSentence.CausalSentence method) getHealthStatusForPobj() (src.dackar.causal.CausalSentence.CausalSentence method) getHealthStatusForSubj() (src.dackar.causal.CausalSentence.CausalSentence method) getIndex() (src.dackar.causal.CausalBase.CausalBase method) getKeywords() (src.dackar.causal.CausalBase.CausalBase method) getL() (in module src.dackar.anomalies.t_score) getLeftSSCEnts() (src.dackar.causal.CausalSentence.CausalSentence method) getLibrary() (src.dackar.utils.tagKeywordListReader.entityLibrary method) getMisspelledWords() (src.dackar.text_processing.SpellChecker.SpellChecker method) getNbor() (src.dackar.causal.CausalBase.CausalBase method) getOnlyWords() (in module src.dackar.utils.utils) getPatterns() (src.dackar.utils.nlp.CreatePatterns.CreatePatterns method) getPhrase() (src.dackar.causal.CausalBase.CausalBase method) getRightSSCEnts() (src.dackar.causal.CausalSentence.CausalSentence method) getShortAcronym() (in module src.dackar.utils.utils) getSSCEnt() (src.dackar.causal.CausalSentence.CausalSentence method) getStatusForObj() (src.dackar.causal.CausalBase.CausalBase method) getStatusForPobj() (src.dackar.causal.CausalBase.CausalBase method) getStatusForSubj() (src.dackar.causal.CausalBase.CausalBase method) GraphBatch (class in src.dackar.knowledge_graph.kg_schema_builder_workflow) graphMetadata (src.dackar.knowledge_graph.KGconstruction.KG attribute) graphSchemas (src.dackar.knowledge_graph.KGconstruction.KG attribute) group (src.dackar.RCA.ner.hybrid_ner.models.LabelHypothesis attribute) group_to_labels (src.dackar.RCA.ner.hybrid_ner.schema.SchemaIndex attribute) groups (src.dackar.RCA.ner.hybrid_ner.models.ResolvedSpan attribute) GUIDANCE (src.dackar.RCA.doc_extraction.schema.AuthorityLevel attribute)

H

handleAbbreviations() (src.dackar.text_processing.SpellChecker.SpellChecker method) handleAbbreviationsDict() (src.dackar.text_processing.SpellChecker.SpellChecker method) handleInvalidSent() (src.dackar.causal.CausalSimple.CausalSimple method) handler (in module src.dackar.knowledge_graph.kg_ingest_neo4j_workflow) (in module src.dackar.RCA.doc_parsers.pdfParser) handleValidSent() (src.dackar.causal.CausalSimple.CausalSimple method) head_span_id (src.dackar.RCA.ner.hybrid_ner.models.RelationProposal attribute) HEADING_RE (in module src.dackar.RCA.doc_parsers.mdParser) health_check() (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMDisambiguator method) HeuristicIshikawaEvaluatorV1 (class in src.dackar.RCA.orchestrators.ishikawa_evaluator) HIGH (src.dackar.RCA.doc_extraction.ConfidenceLevel attribute) (src.dackar.RCA.doc_extraction.schema.ConfidenceLevel attribute) high_conf_bypass_score (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) HIGH_SIGNAL_ROLES (in module src.dackar.RCA.doc_parsers.mdParser)

historian_adapter (src.dackar.RCA.orchestrators.signal_evidence_builder.SignalEvidenceBuilder attribute) HistorianAdapter (class in src.dackar.RCA.signal_evidence) (class in src.dackar.RCA.signal_evidence.historian_adapter) HistoricalDocExtraction (class in src.dackar.RCA.cross_pattern.models) HistoricalSignalEpisode (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search) (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models) history_weight (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) home (in module src.dackar.RCA.doc_parsers.pdfParser) HTML_TAG_RE (in module src.dackar.RCA.doc_parsers.mdParser) http_url (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) hub_boost (src.dackar.RCA.signal_evidence.models.ScoredChain attribute) hybrid_weight (src.dackar.RCA.storage.processed_evidence_store_adapter.ProcessedEvidenceStoreAdapter attribute) (src.dackar.RCA.storage.ProcessedEvidenceStoreAdapter attribute) HybridNERPipeline (class in src.dackar.RCA.ner.hybrid_ner.pipeline)

I

identified_effect (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) identifyBestSimilarSynsetFromSynsets() (in module src.dackar.similarity.synsetUtils) identifyBestSimilarSynsetPair() (in module src.dackar.similarity.simUtils) identifyBestSimilarWordFromWordSet() (in module src.dackar.similarity.simUtils) identifyBestSynset() (in module src.dackar.similarity.simUtils) identifyCauseEffectForAttr() (src.dackar.causal.CausalSentence.CausalSentence method) identifyCauseEffectForClauseModifier() (src.dackar.causal.CausalSentence.CausalSentence method) identifyCauseEffectForNsuj() (src.dackar.causal.CausalSentence.CausalSentence method) identifyNounAndVerbForComparison() (in module src.dackar.similarity.simUtils) Iec60812Profile (class in src.dackar.RCA.doc_parsers.fmea_normalizer) IMAGE_RE (in module src.dackar.RCA.doc_parsers.mdParser) importGraphSchema() (src.dackar.knowledge_graph.KGconstruction.KG method) in_degree (src.dackar.RCA.signal_evidence.models.NodeTopology attribute) IncidentExtractor (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search) (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor) IncidentFingerprint (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search) (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models) IncidentIndex (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search) (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer) include_asset_filter (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig attribute) include_component_filter (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig attribute) include_doc_id_filter (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig attribute) include_doc_type_filter (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig attribute) include_documents (src.dackar.RCA.orchestrators.kg_context_builder.KGContextBuilderConfig attribute) include_fm_overlap (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.EquipmentSimilarityConfig attribute) include_oe_documents (src.dackar.RCA.orchestrators.kg_context_builder.KGContextBuilderConfig attribute) include_past_events (src.dackar.RCA.orchestrators.kg_context_builder.KGContextBuilderConfig attribute) include_rca_run_id_in_description (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute) include_safety_functions (src.dackar.RCA.orchestrators.kg_context_builder.KGContextBuilderConfig attribute) include_sister_equipment (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilderConfig attribute) include_spec_embedding (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.EquipmentSimilarityConfig attribute) includedWords (src.dackar.text_processing.SpellChecker.SpellChecker attribute) index (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.PatternSearcher attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.searcher.PatternSearcher attribute) index_staleness_window_days (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.PatternSearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.PatternSearchConfig attribute) index_status (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute)

industry_url (src.dackar.RCA.adapters.llm_oe_adapter.LLMOEAdapter attribute) infer_doc_type() (in module src.dackar.RCA.doc_parsers.pdfParser) INFERRED (src.dackar.RCA.doc_extraction.schema.EventTimeConfidence attribute) inferred_fm_label (src.dackar.RCA.cross_pattern.models.HistoricalDocExtraction attribute) (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) InfileHistorianAdapter (class in src.dackar.RCA.signal_evidence) (class in src.dackar.RCA.signal_evidence.historian_adapter) INFORMATIONAL (src.dackar.RCA.doc_extraction.schema.AuthorityLevel attribute) ingest_fmea_to_neo4j() (in module src.dackar.knowledge_graph.kg_ingest_fmea_workflow) ingest_graph_toml() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) ingest_workflow_case_to_neo4j() (in module src.dackar.knowledge_graph.kg_ingest_neo4j_workflow) initCoref() (in module src.dackar.pipelines.CustomPipelineComponents) initializeNeo4j() (src.dackar.workflows.WorkflowManager.WorkflowManager method) initializeNLP() (src.dackar.workflows.WorkflowManager.WorkflowManager method) InMemoryEvidenceStore (class in src.dackar.RCA.orchestrators.evidence_retriever) input_span_ids (src.dackar.RCA.ner.hybrid_ner.models.Decision attribute) Interval (class in src.dackar.RCA.orchestrators.temporal_relations) invMatchDict (src.dackar.utils.tagKeywordListReader.ERschema attribute) is_fitted (src.dackar.anomalies.AnomalyBase.AnomalyBase attribute) is_nested_allowed (src.dackar.RCA.ner.hybrid_ner.models.CandidateSpan attribute) is_null_record() (src.dackar.RCA.doc_extraction.DocExtractionRecord method) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord method) is_recurrence_eligible() (src.dackar.RCA.doc_extraction.DocExtractionRecord method) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord method) is_run_complete() (src.dackar.RCA.orchestrators.artifact_store.FileArtifactStore method) is_upstream() (in module src.dackar.knowledge_graph.kg_query_utils) isConjecture() (src.dackar.causal.CausalBase.CausalBase method) ishikawa_evaluator (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) IshikawaEvaluator (class in src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) isNegation() (src.dackar.causal.CausalBase.CausalBase method) isPassive() (src.dackar.causal.CausalBase.CausalBase method) isSubElement() (src.dackar.causal.CausalSimple.CausalSimple method) isSubElements() (src.dackar.causal.CausalSimple.CausalSimple method) issues (src.dackar.RCA.validation.schema_validator.ValidationReport attribute), [1] isValidCausalEnts() (src.dackar.causal.CausalBase.CausalBase method) (src.dackar.causal.CausalSentence.CausalSentence method) isValidKeyword() (src.dackar.causal.CausalBase.CausalBase method)

J

jaccard() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search) (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.metrics) jaccard_score (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.SearchResult attribute) JsonDict (in module src.dackar.RCA.adapters.llm_oe_adapter) (in module src.dackar.RCA.adapters.similar_event_adapter) (in module src.dackar.RCA.cap_integration.cap_adapter) (in module src.dackar.RCA.cap_integration.cap_export_serializer) (in module src.dackar.RCA.cmms_integration.cmms_adapter) (in module src.dackar.RCA.cmms_integration.cmms_context_builder) (in module src.dackar.RCA.cmms_integration.maximo_cmms_adapter) (in module src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter) (in module src.dackar.RCA.doc_parsers.fmea_normalizer) (in module src.dackar.RCA.equipment_similarity.equipment_similarity_resolver) (in module src.dackar.RCA.equipment_similarity.equipment_spec_builder) (in module src.dackar.RCA.equipment_similarity.equipment_spec_store) (in module src.dackar.RCA.equipment_similarity.kg_equipment_poller) (in module src.dackar.RCA.orchestrators.artifact_store) (in module src.dackar.RCA.orchestrators.causality_engine_v31) (in module src.dackar.RCA.orchestrators.causality_engine_v32) (in module src.dackar.RCA.orchestrators.epistemics_digest) (in module src.dackar.RCA.orchestrators.evidence_retriever) (in module src.dackar.RCA.orchestrators.input_guards) (in module src.dackar.RCA.orchestrators.ishikawa_evaluator) (in module src.dackar.RCA.orchestrators.kg_context_builder) (in module src.dackar.RCA.orchestrators.llm_clients) (in module src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) (in module src.dackar.RCA.orchestrators.signal_evidence_builder) (in module src.dackar.RCA.orchestrators.supersession) (in module src.dackar.RCA.orchestrators.tskr_temporal_scorer) (in module src.dackar.RCA.pm_compliance.types) (in module src.dackar.RCA.signal_evidence.builder) (in module src.dackar.RCA.signal_evidence.contracts) (in module src.dackar.RCA.synthesis.analyst_override_processor) (in module src.dackar.RCA.synthesis.rca_synthesizer_v31) (in module src.dackar.RCA.validation.schema_validator)

JsonLike (in module src.dackar.knowledge_graph.kg_ingest_fmea_workflow) (in module src.dackar.knowledge_graph.kg_ingest_neo4j_workflow)

K

k_final (src.dackar.RCA.storage.processed_evidence_store_adapter.ProcessedEvidenceStoreAdapter attribute) (src.dackar.RCA.storage.ProcessedEvidenceStoreAdapter attribute) kde_bandwidth (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.SearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.SearchConfig attribute) keep_nested_spans (src.dackar.RCA.ner.hybrid_ner.consolidator.SpanConsolidatorPolicy attribute) kernel_two_sample_test() (in module src.dackar.anomalies.kernel_two_sample_test) keyWordListGenerator() (src.dackar.utils.tagKeywordListReader.entityLibrary method) KG (class in src.dackar.knowledge_graph.KGconstruction)

kg_context_builder (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) KGContextBuilder (class in src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) KGContextBuilderConfig (class in src.dackar.RCA.orchestrators.kg_context_builder) KGEquipmentPoller (class in src.dackar.RCA.equipment_similarity.kg_equipment_poller) known_rca (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentFingerprint attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.IncidentFingerprint attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.SearchResult attribute)

L

label (src.dackar.pipelines.UnitEntity.UnitEntity attribute) (src.dackar.RCA.ner.doc_ref_extractor.DocRef attribute) (src.dackar.RCA.ner.hybrid_ner.classifier.TrainingExample attribute) (src.dackar.RCA.ner.hybrid_ner.models.LabelHypothesis attribute) (src.dackar.utils.nlp.CreatePatterns.CreatePatterns attribute) label_desc (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) label_examples (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) label_json_path (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) label_terms (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerGenerator attribute) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerGenerator attribute) label_to_group (src.dackar.RCA.ner.hybrid_ner.schema.SchemaIndex attribute) LabelHypothesis (class in src.dackar.RCA.ner.hybrid_ner.models) labels (src.dackar.RCA.ner.hybrid_ner.models.ResolvedSpan attribute) lag_consistency_factor (src.dackar.RCA.signal_evidence.models.ScoredChain attribute) lag_consistency_weight (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) lag_hours (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotationResult attribute) lag_is_approximate (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotationResult attribute) last_error (src.dackar.RCA.adapters.llm_oe_adapter.LLMOEAdapter attribute), [1] last_pm_date (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) latency_weight (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) LazyLoader (class in src.dackar.contrib.lazy.lazy_loader) LCProcessedRetriever (class in src.dackar.RCA.storage) (class in src.dackar.RCA.storage.lc_retriever_processed) library (src.dackar.utils.tagKeywordListReader.entityLibrary attribute) link_confidence (src.dackar.RCA.cross_pattern.models.CrossPatternLink attribute) link_confidence_threshold (src.dackar.RCA.cross_pattern.config.CrossPatternConfig attribute) link_id (src.dackar.RCA.cross_pattern.models.CrossPatternLink attribute) linkage_outcome (src.dackar.RCA.cross_pattern.models.CandidateCrossPatternEvidence attribute) linkage_precedence_level (src.dackar.RCA.cross_pattern.models.CrossPatternLink attribute) linked_doc_ids (src.dackar.RCA.cross_pattern.models.CandidateCrossPatternEvidence attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) linked_episode_ids (src.dackar.RCA.cross_pattern.models.CandidateCrossPatternEvidence attribute) linkEntities (src.dackar.utils.mbse.LMLparser.LMLobject attribute) links2OPMs (src.dackar.utils.opm.OPLparser.OPMobject attribute) linkToMBSEmodels (src.dackar.utils.mbse.LMLparser.LMLobject attribute) LIST_FIELDS (in module src.dackar.RCA.storage.chroma_store) listIDs (src.dackar.utils.mbse.customMBSEparser.customMBSEobject attribute) (src.dackar.utils.mbse.LMLparser.LMLobject attribute) llm_cfg (src.dackar.RCA.ner.entity_normalizer.EntityNormalizer attribute) llm_client (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 attribute) llm_disambiguator (src.dackar.RCA.ner.hybrid_ner.pipeline.HybridNERPipeline attribute) llm_model (src.dackar.RCA.synthesis.rca_synthesizer_v31.RCASynthesizerConfig attribute), [1] llm_ok (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMDisambiguator attribute) llm_prompt_version (src.dackar.RCA.synthesis.rca_synthesizer_v31.RCASynthesizerConfig attribute), [1] llm_threshold (src.dackar.RCA.ner.entity_normalizer.EntityNormalizer attribute) LLMClient (class in src.dackar.RCA.orchestrators.llm_clients) (class in src.dackar.RCA.synthesis.rca_synthesizer_v31) LLMConfig (class in src.dackar.RCA.ner.hybrid_ner.llm_disambiguator) LLMDisambiguator (class in src.dackar.RCA.ner.hybrid_ner.llm_disambiguator) LLMOEAdapter (class in src.dackar.RCA.adapters.llm_oe_adapter) LMLgraph (src.dackar.utils.mbse.LMLparser.LMLobject attribute) LMLobject (class in src.dackar.utils.mbse.LMLparser) LMLparser() (src.dackar.utils.mbse.LMLparser.LMLobject method) load() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex class method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex class method) (src.dackar.RCA.ner.hybrid_ner.schema.SchemaLoader static method) (src.dackar.RCA.orchestrators.artifact_store.FileArtifactStore method) (src.dackar.RCA.pm_compliance.vocabulary_loader.PMVocabularyLoader class method) load_and_merge_schemas() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) load_collection() (src.dackar.RCA.storage.chroma_store.ChromaRecordStore method) (src.dackar.RCA.storage.ChromaRecordStore method) load_csv_for_nodes() (src.dackar.knowledge_graph.py2neo.Py2Neo method) load_csv_for_relations() (src.dackar.knowledge_graph.py2neo.Py2Neo method) load_dataframe() (src.dackar.knowledge_graph.pygds.PyGDS method) load_dataframe_for_nodes() (src.dackar.knowledge_graph.py2neo.Py2Neo method) load_dataframe_for_relations() (src.dackar.knowledge_graph.py2neo.Py2Neo method) load_doc_ref_profile() (in module src.dackar.RCA.ner.doc_ref_extractor) load_from_export_rows() (src.dackar.RCA.pm_compliance.schedule_loader.PMScheduleLoader method) load_from_export_rows_with_notes() (src.dackar.RCA.pm_compliance.schedule_loader.PMScheduleLoader method) load_json() (in module src.dackar.knowledge_graph.kg_ingest_neo4j_workflow)

load_json_list() (in module src.dackar.knowledge_graph.kg_ingest_neo4j_workflow) load_label_descriptions() (in module src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator) load_tables_from_json() (in module src.dackar.RCA.doc_parsers.mdParser) load_toml_schema() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) LocationEntity (class in src.dackar.pipelines.LocationEntity) locations (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotationResult attribute) (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) logger (in module src.dackar) (in module src.dackar.anomalies.AnomalyBase) (in module src.dackar.anomalies.kernel_two_sample_test) (in module src.dackar.anomalies.MatrixProfile) (in module src.dackar.anomalies.plotUtils) (in module src.dackar.anomalies.t_score) (in module src.dackar.causal.CausalBase) (in module src.dackar.causal.CausalPhrase) (in module src.dackar.causal.CausalSentence) (in module src.dackar.causal.CausalSimple) LOGGER (in module src.dackar.knowledge_graph.kg_ingest_fmea_workflow) (in module src.dackar.knowledge_graph.kg_ingest_neo4j_workflow) (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) logger (in module src.dackar.knowledge_graph.py2neo) (in module src.dackar.knowledge_graph.pygds) (in module src.dackar.main) (in module src.dackar.pipelines.ConjectureEntity) (in module src.dackar.pipelines.CustomPipelineComponents) (in module src.dackar.pipelines.EmergentActivityEntity) (in module src.dackar.pipelines.GeneralEntity) (in module src.dackar.pipelines.LocationEntity) (in module src.dackar.pipelines.PhraseEntityMatcher) (in module src.dackar.pipelines.SimpleEntityMatcher) (in module src.dackar.pipelines.TemporalAttributeEntity) (in module src.dackar.pipelines.TemporalRelationEntity) (in module src.dackar.pipelines.UnitEntity) (in module src.dackar.RCA.adapters.llm_oe_adapter) (in module src.dackar.RCA.cmms_integration.cmms_context_builder) (in module src.dackar.RCA.cmms_integration.maximo_cmms_adapter) (in module src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter) LOGGER (in module src.dackar.RCA.cross_pattern.linker) logger (in module src.dackar.RCA.doc_extraction.adapter) (in module src.dackar.RCA.doc_extraction.epistemics) (in module src.dackar.RCA.doc_extraction.store) LOGGER (in module src.dackar.RCA.doc_parsers.fmeaParser) (in module src.dackar.RCA.doc_parsers.mdParser) (in module src.dackar.RCA.doc_parsers.pdfParser) logger (in module src.dackar.RCA.equipment_similarity.equipment_similarity_resolver) (in module src.dackar.RCA.equipment_similarity.equipment_spec_store) (in module src.dackar.RCA.equipment_similarity.kg_equipment_poller) (in module src.dackar.RCA.ner.causal_condition_adapter) (in module src.dackar.RCA.ner.entity_normalizer) LOGGER (in module src.dackar.RCA.orchestrators.evidence_retriever) (in module src.dackar.RCA.orchestrators.kg_context_builder) (in module src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) logger (in module src.dackar.RCA.orchestrators.tskr_temporal_scorer) LOGGER (in module src.dackar.RCA.storage.chroma_store) (in module src.dackar.RCA.storage.lc_retriever_processed) (in module src.dackar.RCA.storage.processed_record_store) logger (in module src.dackar.similarity.SentenceSimilarity) (in module src.dackar.text_processing.Abbreviation) (in module src.dackar.text_processing.Preprocessing) (in module src.dackar.text_processing.SpellChecker) (in module src.dackar.utils.mbse.customMBSEparser) (in module src.dackar.utils.nlp.nlp_utils) (in module src.dackar.utils.utils) (in module src.dackar.validate) (in module src.dackar.workflows.WorkflowManager) long_text_field (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute) long_text_header (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute) look_back_window_days (src.dackar.RCA.pm_compliance.config.PMComplianceConfig attribute) (src.dackar.RCA.pm_compliance.PMComplianceConfig attribute) LOW (src.dackar.RCA.doc_extraction.ConfidenceLevel attribute) (src.dackar.RCA.doc_extraction.schema.ConfidenceLevel attribute)

M

main() (in module src.dackar.knowledge_graph.kg_ingest_fmea_workflow) (in module src.dackar.knowledge_graph.kg_ingest_neo4j_workflow) (in module src.dackar.main) maintenance_actions (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) manager (src.dackar.RCA.storage.lc_retriever_processed.LCProcessedRetriever attribute) (src.dackar.RCA.storage.LCProcessedRetriever attribute) MANDATORY (src.dackar.RCA.doc_extraction.schema.AuthorityLevel attribute) match_mode (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerConfig attribute) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerConfig attribute) match_type (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.SisterComponent attribute), [1] matchDict (src.dackar.utils.tagKeywordListReader.ERschema attribute) matched_events (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.SearchResult attribute) matcher (src.dackar.pipelines.EmergentActivityEntity.EmergentActivity attribute) (src.dackar.pipelines.PhraseEntityMatcher.PhraseEntityMatcher attribute) (src.dackar.pipelines.SimpleEntityMatcher.SimpleEntityMatcher attribute) (src.dackar.pipelines.TemporalEntity.Temporal attribute) matches_any() (in module src.dackar.RCA.pm_compliance.vocabulary_loader) MatrixProfile (class in src.dackar.anomalies.MatrixProfile) max_candidates_in_prompt (src.dackar.RCA.synthesis.rca_synthesizer_v31.RCASynthesizerConfig attribute), [1] max_cr_records (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilderConfig attribute) max_documents (src.dackar.RCA.orchestrators.kg_context_builder.KGContextBuilderConfig attribute) max_evidence_in_prompt (src.dackar.RCA.synthesis.rca_synthesizer_v31.RCASynthesizerConfig attribute), [1] max_hops (src.dackar.RCA.orchestrators.kg_context_builder.KGContextBuilderConfig attribute) max_oe_documents (src.dackar.RCA.orchestrators.kg_context_builder.KGContextBuilderConfig attribute) max_past_events (src.dackar.RCA.orchestrators.kg_context_builder.KGContextBuilderConfig attribute) max_results (src.dackar.RCA.adapters.llm_oe_adapter.LLMOEAdapter attribute) max_synthesis_extra_review_candidates (src.dackar.RCA.synthesis.rca_synthesizer_v31.RCASynthesizerConfig attribute), [1] max_tokens (src.dackar.RCA.ner.hybrid_ner.generators.anchored_np_generator.AnchoredNPGenerator attribute) (src.dackar.RCA.ner.hybrid_ner.generators.nounphrase_generator.NounPhraseGenerator attribute) (src.dackar.RCA.ner.hybrid_ner.generators.NounPhraseGenerator attribute) (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) max_window_tokens (src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator.GazetteerConfig attribute) (src.dackar.RCA.ner.hybrid_ner.generators.GazetteerConfig attribute) max_wo_records (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilderConfig attribute) MaximoCMMSAdapter (class in src.dackar.RCA.cmms_integration.maximo_cmms_adapter) MD_EMPH_RE (in module src.dackar.RCA.doc_parsers.mdParser) MD_IMAGE_RE (in module src.dackar.RCA.doc_parsers.mdParser) MD_LINK_RE (in module src.dackar.RCA.doc_parsers.mdParser) md_parser() (in module src.dackar.RCA.doc_parsers.mdParser) mean_allen_score (src.dackar.RCA.signal_evidence.models.ScoredChain attribute) mean_inter_event_days (src.dackar.RCA.orchestrators.tskr_temporal_scorer.RecurrenceProfile attribute) mean_interval_from_tskr() (in module src.dackar.RCA.pm_compliance.currency_checker) mean_propagation_score (src.dackar.RCA.signal_evidence.models.ScoredChain attribute) measurements (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotationResult attribute) (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) MECH_KEYWORDS (in module src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator) (in module src.dackar.RCA.ner.hybrid_ner.pipeline) mechanisms (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) MEDIUM (src.dackar.RCA.doc_extraction.ConfidenceLevel attribute) (src.dackar.RCA.doc_extraction.schema.ConfidenceLevel attribute) mergeEntitiesWithSameID() (in module src.dackar.pipelines.CustomPipelineComponents) mergePhrase() (in module src.dackar.pipelines.CustomPipelineComponents) message (src.dackar.RCA.validation.schema_validator.ValidationIssue attribute), [1] meta (src.dackar.RCA.ner.hybrid_ner.models.Document attribute) metadata (src.dackar.RCA.storage.lc_retriever_processed.RetrieveResult attribute) metamodel_compliance_level (src.dackar.RCA.orchestrators.causality_engine_v32.CausalityEngineConfigV32 attribute) metamodel_wave_label (src.dackar.RCA.orchestrators.causality_engine_v32.CausalityEngineConfigV32 attribute) method (src.dackar.RCA.ner.entity_normalizer.NormResult attribute) MilStd1629aProfile (class in src.dackar.RCA.doc_parsers.fmea_normalizer) min_confidence (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) min_confidence_for_support (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) min_evidence_per_candidate_in_prompt (src.dackar.RCA.synthesis.rca_synthesizer_v31.RCASynthesizerConfig attribute), [1] min_jaccard (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.SearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.SearchConfig attribute) min_prob (src.dackar.RCA.ner.hybrid_ner.classifier.SpanClassifier attribute) min_tokens (src.dackar.RCA.ner.hybrid_ner.generators.nounphrase_generator.NounPhraseGenerator attribute) (src.dackar.RCA.ner.hybrid_ner.generators.NounPhraseGenerator attribute) minimum_composite_threshold (src.dackar.RCA.orchestrators.causality_engine_v31.CausalityEngineConfig attribute) (src.dackar.RCA.orchestrators.causality_engine_v32.CausalityEngineConfigV32 attribute) minimum_evidence_threshold (src.dackar.RCA.orchestrators.causality_engine_v31.CausalityEngineConfig attribute) (src.dackar.RCA.orchestrators.causality_engine_v32.CausalityEngineConfigV32 attribute) minimum_pre_evidence_threshold (src.dackar.RCA.orchestrators.causality_engine_v32.CausalityEngineConfigV32 attribute) minimum_primary_score (src.dackar.RCA.synthesis.rca_synthesizer_v31.RCASynthesizerConfig attribute), [1] minimum_score_for_severity() (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 static method) missed_cycles (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) MMD2b() (in module src.dackar.anomalies.kernel_two_sample_test) MMD2b_UCB() (in module src.dackar.anomalies.kernel_two_sample_test) MMD2u() (in module src.dackar.anomalies.kernel_two_sample_test) MMD2u_UCB() (in module src.dackar.anomalies.kernel_two_sample_test) MMD_test() (in module src.dackar.anomalies.t_score) MockCMMSAdapter (class in src.dackar.RCA.cmms_integration.cmms_adapter) mode (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator attribute) model (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) model_name (src.dackar.RCA.adapters.llm_oe_adapter.LLMOEAdapter attribute) module src src.dackar src.dackar.anomalies src.dackar.anomalies.AnomalyBase src.dackar.anomalies.kernel_two_sample_test src.dackar.anomalies.MatrixProfile src.dackar.anomalies.plotUtils src.dackar.anomalies.t_score src.dackar.causal src.dackar.causal.CausalBase src.dackar.causal.CausalPhrase src.dackar.causal.CausalSentence src.dackar.causal.CausalSimple src.dackar.config src.dackar.contrib src.dackar.contrib.lazy src.dackar.contrib.lazy.lazy_loader src.dackar.knowledge_graph src.dackar.knowledge_graph.graph_utils src.dackar.knowledge_graph.kg_ingest_fmea_workflow src.dackar.knowledge_graph.kg_ingest_neo4j_workflow src.dackar.knowledge_graph.kg_query_utils src.dackar.knowledge_graph.kg_schema_builder_workflow src.dackar.knowledge_graph.KGconstruction src.dackar.knowledge_graph.py2neo src.dackar.knowledge_graph.pygds src.dackar.main src.dackar.pipelines src.dackar.pipelines.ConjectureEntity src.dackar.pipelines.CustomPipelineComponents src.dackar.pipelines.EmergentActivityEntity src.dackar.pipelines.GeneralEntity src.dackar.pipelines.LocationEntity src.dackar.pipelines.PhraseEntityMatcher src.dackar.pipelines.SimpleEntityMatcher src.dackar.pipelines.TemporalAttributeEntity src.dackar.pipelines.TemporalEntity src.dackar.pipelines.TemporalRelationEntity src.dackar.pipelines.UnitEntity src.dackar.RCA src.dackar.RCA._timeutils src.dackar.RCA.adapters src.dackar.RCA.adapters.llm_oe_adapter src.dackar.RCA.adapters.similar_event_adapter src.dackar.RCA.cap_integration src.dackar.RCA.cap_integration.cap_adapter src.dackar.RCA.cap_integration.cap_config src.dackar.RCA.cap_integration.cap_export_serializer src.dackar.RCA.cmms_integration src.dackar.RCA.cmms_integration.cmms_adapter src.dackar.RCA.cmms_integration.cmms_context_builder src.dackar.RCA.cmms_integration.maximo_cmms_adapter src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter src.dackar.RCA.cross_pattern src.dackar.RCA.cross_pattern.config src.dackar.RCA.cross_pattern.linker src.dackar.RCA.cross_pattern.models src.dackar.RCA.cross_pattern.rules src.dackar.RCA.cross_pattern.summary src.dackar.RCA.doc_extraction src.dackar.RCA.doc_extraction.adapter src.dackar.RCA.doc_extraction.epistemics src.dackar.RCA.doc_extraction.schema src.dackar.RCA.doc_extraction.store src.dackar.RCA.doc_parsers src.dackar.RCA.doc_parsers.fmea_normalizer src.dackar.RCA.doc_parsers.fmeaParser src.dackar.RCA.doc_parsers.mdParser src.dackar.RCA.doc_parsers.pdfParser src.dackar.RCA.equipment_similarity src.dackar.RCA.equipment_similarity.equipment_similarity_resolver src.dackar.RCA.equipment_similarity.equipment_spec_builder src.dackar.RCA.equipment_similarity.equipment_spec_store src.dackar.RCA.equipment_similarity.kg_equipment_poller src.dackar.RCA.log_pattern_recognition src.dackar.RCA.log_pattern_recognition.rca_pattern_search src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer src.dackar.RCA.log_pattern_recognition.rca_pattern_search.metrics src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models src.dackar.RCA.log_pattern_recognition.rca_pattern_search.searcher src.dackar.RCA.ner src.dackar.RCA.ner.alarm_id_extractor src.dackar.RCA.ner.augment_chunks src.dackar.RCA.ner.causal_condition_adapter src.dackar.RCA.ner.doc_ref_extractor src.dackar.RCA.ner.entity_normalizer src.dackar.RCA.ner.equipment_ID_extractor src.dackar.RCA.ner.hybrid_ner src.dackar.RCA.ner.hybrid_ner.classifier src.dackar.RCA.ner.hybrid_ner.compatibility src.dackar.RCA.ner.hybrid_ner.consolidator src.dackar.RCA.ner.hybrid_ner.disambiguation src.dackar.RCA.ner.hybrid_ner.generators src.dackar.RCA.ner.hybrid_ner.generators.anchored_np_generator src.dackar.RCA.ner.hybrid_ner.generators.base src.dackar.RCA.ner.hybrid_ner.generators.candidate_utils src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator src.dackar.RCA.ner.hybrid_ner.generators.nounphrase_generator src.dackar.RCA.ner.hybrid_ner.generators.regex_generator src.dackar.RCA.ner.hybrid_ner.llm_disambiguator src.dackar.RCA.ner.hybrid_ner.models src.dackar.RCA.ner.hybrid_ner.pipeline src.dackar.RCA.ner.hybrid_ner.postprocess src.dackar.RCA.ner.hybrid_ner.schema src.dackar.RCA.ner.ner_adapter src.dackar.RCA.ner.spacy_annotator src.dackar.RCA.orchestrators src.dackar.RCA.orchestrators.artifact_store src.dackar.RCA.orchestrators.causality_engine_v31 src.dackar.RCA.orchestrators.causality_engine_v32 src.dackar.RCA.orchestrators.epistemics_digest src.dackar.RCA.orchestrators.evidence_retriever src.dackar.RCA.orchestrators.input_guards src.dackar.RCA.orchestrators.ishikawa_evaluator src.dackar.RCA.orchestrators.kg_context_builder src.dackar.RCA.orchestrators.llm_clients src.dackar.RCA.orchestrators.rca_reasoning_orchestrator src.dackar.RCA.orchestrators.signal_evidence_builder src.dackar.RCA.orchestrators.supersession src.dackar.RCA.orchestrators.temporal_relations src.dackar.RCA.orchestrators.tskr_temporal_scorer src.dackar.RCA.pm_compliance src.dackar.RCA.pm_compliance.aggregator src.dackar.RCA.pm_compliance.config src.dackar.RCA.pm_compliance.currency_checker src.dackar.RCA.pm_compliance.effectiveness_analyzer src.dackar.RCA.pm_compliance.execution_verifier src.dackar.RCA.pm_compliance.schedule_loader src.dackar.RCA.pm_compliance.scope_analyzer src.dackar.RCA.pm_compliance.types src.dackar.RCA.pm_compliance.vocabulary_loader src.dackar.RCA.signal_evidence src.dackar.RCA.signal_evidence._util src.dackar.RCA.signal_evidence.builder src.dackar.RCA.signal_evidence.contracts src.dackar.RCA.signal_evidence.historian_adapter src.dackar.RCA.signal_evidence.models src.dackar.RCA.signal_evidence.topology src.dackar.RCA.storage src.dackar.RCA.storage.chroma_store src.dackar.RCA.storage.lc_retriever_processed src.dackar.RCA.storage.multi_vector_fusion src.dackar.RCA.storage.processed_evidence_store_adapter src.dackar.RCA.storage.processed_record_store src.dackar.RCA.summarizers src.dackar.RCA.summarizers.reliability_summarizer src.dackar.RCA.synthesis src.dackar.RCA.synthesis.analyst_override_processor src.dackar.RCA.synthesis.rca_synthesizer_v31 src.dackar.RCA.validation src.dackar.RCA.validation.schema_validator src.dackar.similarity src.dackar.similarity.SentenceSimilarity src.dackar.similarity.simUtils src.dackar.similarity.synsetUtils src.dackar.similarity.utils src.dackar.text_processing src.dackar.text_processing.Abbreviation src.dackar.text_processing.AbbrExpander src.dackar.text_processing.Preprocessing src.dackar.text_processing.SpellChecker src.dackar.utils src.dackar.utils.mbse src.dackar.utils.mbse.customMBSEparser src.dackar.utils.mbse.LMLparser src.dackar.utils.nlp src.dackar.utils.nlp.CreatePatterns src.dackar.utils.nlp.nlp_utils src.dackar.utils.num src.dackar.utils.opm src.dackar.utils.opm.OPLparser src.dackar.utils.tagKeywordListReader src.dackar.utils.utils src.dackar.utils.visualize src.dackar.validate src.dackar.workflows src.dackar.workflows.WorkflowManager

MONITORS_PERFORMANCE (src.dackar.RCA.doc_extraction.schema.EpistemicClass attribute) most_recent_days_ago (src.dackar.RCA.orchestrators.tskr_temporal_scorer.RecurrenceProfile attribute)

N

name (src.dackar.causal.CausalBase.CausalBase attribute) (src.dackar.pipelines.ConjectureEntity.ConjectureEntity attribute) (src.dackar.pipelines.EmergentActivityEntity.EmergentActivity attribute) (src.dackar.pipelines.GeneralEntity.GeneralEntity attribute) (src.dackar.pipelines.LocationEntity.LocationEntity attribute) (src.dackar.pipelines.PhraseEntityMatcher.PhraseEntityMatcher attribute) (src.dackar.pipelines.SimpleEntityMatcher.SimpleEntityMatcher attribute) (src.dackar.pipelines.TemporalAttributeEntity.TemporalAttributeEntity attribute) (src.dackar.pipelines.TemporalEntity.Temporal attribute) (src.dackar.pipelines.TemporalRelationEntity.TemporalRelationEntity attribute) (src.dackar.pipelines.UnitEntity.UnitEntity attribute) (src.dackar.RCA.doc_parsers.fmea_normalizer.Aiag5thFmeaProfile attribute) (src.dackar.RCA.doc_parsers.fmea_normalizer.AiagFmeaProfile attribute) (src.dackar.RCA.doc_parsers.fmea_normalizer.AutoDetectProfile attribute) (src.dackar.RCA.doc_parsers.fmea_normalizer.FmeaFormatProfile attribute) (src.dackar.RCA.doc_parsers.fmea_normalizer.Iec60812Profile attribute) (src.dackar.RCA.doc_parsers.fmea_normalizer.MilStd1629aProfile attribute) (src.dackar.RCA.doc_parsers.fmea_normalizer.NuclearGenericProfile attribute) (src.dackar.text_processing.Abbreviation.Abbreviation attribute) near_match_window (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute) (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) needs_human_review (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) neo4j_client (src.dackar.RCA.orchestrators.signal_evidence_builder.SignalEvidenceBuilder attribute) neo4j_database (src.dackar.RCA.orchestrators.signal_evidence_builder.SignalEvidenceBuilder attribute) neo4j_schema (in module src.dackar.validate) Neo4jKGContextBuilder (class in src.dackar.RCA.orchestrators.kg_context_builder) ner() (src.dackar.workflows.WorkflowManager.WorkflowManager method) ner_seed_provider_from_pipeline() (in module src.dackar.RCA.ner.ner_adapter) NERMapping (in module src.dackar.workflows.WorkflowManager) NERSeed (class in src.dackar.RCA.summarizers.reliability_summarizer) next_due_date (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) nlcs() (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search) (in module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.metrics) nlcs_score (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.SearchResult attribute)

nlp (src.dackar.causal.CausalBase.CausalBase attribute) (src.dackar.pipelines.UnitEntity.UnitEntity attribute) (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotator attribute) nlp_schema (in module src.dackar.validate) nlpConfig (in module src.dackar.config) nlpConfigDefault (in module src.dackar.config) node_colors (src.dackar.utils.opm.OPLparser.OPMobject attribute) nodes (src.dackar.knowledge_graph.kg_schema_builder_workflow.GraphBatch attribute) (src.dackar.RCA.signal_evidence.models.ScoredChain attribute) nodesFilename (src.dackar.utils.mbse.customMBSEparser.customMBSEobject attribute) NodeTopology (class in src.dackar.RCA.signal_evidence.models) NON_EMBEDDING_DISTANCE (in module src.dackar.RCA.equipment_similarity.equipment_similarity_resolver) NoOpCAPAdapter (class in src.dackar.RCA.cap_integration.cap_adapter) NoOpCMMSAdapter (class in src.dackar.RCA.cmms_integration.cmms_adapter) NoOpSchemaValidator (class in src.dackar.RCA.orchestrators.artifact_store) norm (src.dackar.RCA.ner.alarm_id_extractor.AlarmRef attribute) (src.dackar.RCA.ner.doc_ref_extractor.DocRef attribute) normalize() (src.dackar.RCA.ner.entity_normalizer.EntityNormalizer method) normalize_batch() (src.dackar.RCA.ner.entity_normalizer.EntityNormalizer method) normalize_cmms_status() (in module src.dackar.RCA.cmms_integration.cmms_adapter) normalize_fmea_records() (in module src.dackar.RCA.doc_parsers.fmea_normalizer) normalize_raw_text() (in module src.dackar.RCA.doc_parsers.mdParser) normalized_text (src.dackar.RCA.ner.hybrid_ner.models.Document attribute) normEntities() (in module src.dackar.pipelines.CustomPipelineComponents) NormResult (class in src.dackar.RCA.ner.entity_normalizer) not_acronyms (in module src.dackar.text_processing.Abbreviation) notes (src.dackar.RCA.cap_integration.cap_adapter.CAPSubmissionReceipt attribute), [1] (src.dackar.RCA.ner.hybrid_ner.models.Decision attribute) notification_endpoint (src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter.SAPPMCMMSAdapter attribute) NounPhraseGenerator (class in src.dackar.RCA.ner.hybrid_ner.generators) (class in src.dackar.RCA.ner.hybrid_ner.generators.nounphrase_generator) NuclearGenericProfile (class in src.dackar.RCA.doc_parsers.fmea_normalizer) NullHistorianAdapter (class in src.dackar.RCA.signal_evidence) (class in src.dackar.RCA.signal_evidence.historian_adapter) numerizer (in module src.dackar.text_processing.Preprocessing)

O

objectList (src.dackar.utils.opm.OPLparser.OPMobject attribute) OBSERVATION_ONLY (src.dackar.RCA.doc_extraction.schema.FindingStatus attribute) offset_map (src.dackar.RCA.ner.hybrid_ner.models.Document attribute) ok (src.dackar.RCA.validation.schema_validator.ValidationReport attribute), [1] ollama_base_url (src.dackar.RCA.doc_extraction.DocExtractionStore attribute) (src.dackar.RCA.doc_extraction.store.DocExtractionStore attribute) (src.dackar.RCA.storage.chroma_store.ChromaRecordStore attribute) (src.dackar.RCA.storage.ChromaRecordStore attribute) ollama_generate_json() (in module src.dackar.RCA.summarizers.reliability_summarizer) OllamaLLMClient (class in src.dackar.RCA.orchestrators.llm_clients) omega() (in module src.dackar.anomalies.t_score) onset_lag_h (src.dackar.RCA.signal_evidence.models.PropagationEdge attribute) onset_lag_hours() (in module src.dackar.RCA.orchestrators.temporal_relations) OPLentityParser() (src.dackar.utils.opm.OPLparser.OPMobject method)

OPLparser() (src.dackar.utils.opm.OPLparser.OPMobject method) OPLtextParser() (src.dackar.utils.opm.OPLparser.OPMobject method) opmGraph (src.dackar.utils.opm.OPLparser.OPMobject attribute) OPMobject (class in src.dackar.utils.opm.OPLparser) optional_fields (src.dackar.RCA.doc_parsers.fmea_normalizer.FmeaFormatProfile attribute) OrchestratorConfig (class in src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) order_endpoint (src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter.SAPPMCMMSAdapter attribute) ordinalToNumber (src.dackar.pipelines.TemporalEntity.Temporal attribute) OSIsoftPIHistorianAdapter (class in src.dackar.RCA.signal_evidence) (class in src.dackar.RCA.signal_evidence.historian_adapter) out_degree (src.dackar.RCA.signal_evidence.models.NodeTopology attribute) outcomes (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) output_path (src.dackar.RCA.ner.augment_chunks.AugmentStats attribute) output_spans (src.dackar.RCA.ner.hybrid_ner.models.Decision attribute) OVERLAPS (in module src.dackar.RCA.orchestrators.temporal_relations)

P

page_end (src.dackar.RCA.summarizers.reliability_summarizer.ChunkContext attribute) page_start (src.dackar.RCA.summarizers.reliability_summarizer.ChunkContext attribute) pair_decision (src.dackar.RCA.ner.hybrid_ner.schema.SchemaIndex attribute) parse_dt() (in module src.dackar.RCA._timeutils) (in module src.dackar.RCA.orchestrators.causality_engine_v31) (in module src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) (in module src.dackar.RCA.signal_evidence._util) parse_fmea_file() (in module src.dackar.RCA.doc_parsers.fmeaParser) parse_fmea_files() (in module src.dackar.RCA.doc_parsers.fmeaParser) parse_markdown_sections() (in module src.dackar.RCA.doc_parsers.mdParser) parseAssetEntity() (src.dackar.utils.mbse.LMLparser.LMLobject method) parseEntityDescription() (in module src.dackar.utils.mbse.LMLparser) parseFiles() (src.dackar.utils.mbse.customMBSEparser.customMBSEobject method) parseLinkEntity() (src.dackar.utils.mbse.LMLparser.LMLobject method) password (src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter.SAPPMCMMSAdapter attribute) past_event_window_days (src.dackar.RCA.orchestrators.kg_context_builder.KGContextBuilderConfig attribute) path (src.dackar.RCA.signal_evidence.models.ScoredChain attribute) (src.dackar.RCA.validation.schema_validator.ValidationIssue attribute), [1] path_score (src.dackar.RCA.signal_evidence.models.ScoredChain attribute) pathLength() (in module src.dackar.similarity.synsetUtils) pattern (src.dackar.RCA.signal_evidence.models.AnomalyRecord attribute) pattern_name (src.dackar.RCA.ner.alarm_id_extractor.AlarmRef attribute) pattern_searcher (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) pattern_type (src.dackar.RCA.signal_evidence.models.NodeTopology attribute) patternCreator() (src.dackar.utils.tagKeywordListReader.entityLibrary method) patterns (src.dackar.RCA.ner.hybrid_ner.generators.regex_generator.RegexCandidateGenerator attribute) (src.dackar.RCA.ner.hybrid_ner.generators.RegexCandidateGenerator attribute) (src.dackar.utils.nlp.CreatePatterns.CreatePatterns attribute) PatternSearchConfig (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search) (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config) PatternSearcher (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search) (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search.searcher) PdfConverter (in module src.dackar.RCA.doc_parsers.pdfParser) pdfParser() (in module src.dackar.RCA.doc_parsers.pdfParser) per_view (src.dackar.RCA.storage.lc_retriever_processed.RetrieveResult attribute) persist_directory (src.dackar.RCA.doc_extraction.DocExtractionStore attribute) (src.dackar.RCA.doc_extraction.store.DocExtractionStore attribute) (src.dackar.RCA.storage.chroma_store.ChromaRecordStore attribute) (src.dackar.RCA.storage.ChromaRecordStore attribute) persist_intermediate_artifacts (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute), [1] PhraseEntityMatcher (class in src.dackar.pipelines.PhraseEntityMatcher) pipeline (src.dackar.text_processing.Preprocessing.Preprocessing attribute) PipelineResult (class in src.dackar.RCA.ner.hybrid_ner.models) pipelines (src.dackar.causal.CausalBase.CausalBase attribute) plant (src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter.SAPPMCMMSAdapter attribute) plot() (src.dackar.anomalies.AnomalyBase.AnomalyBase method) (src.dackar.anomalies.MatrixProfile.MatrixProfile method) plot_anomaly() (in module src.dackar.anomalies.plotUtils) plot_data() (in module src.dackar.anomalies.plotUtils) plot_kdp() (in module src.dackar.anomalies.plotUtils) (src.dackar.anomalies.MatrixProfile.MatrixProfile method) plotDAG() (in module src.dackar.utils.nlp.nlp_utils) plotWordCloud() (in module src.dackar.utils.visualize) pm_frequency_concern_ratio (src.dackar.RCA.pm_compliance.config.PMComplianceConfig attribute) (src.dackar.RCA.pm_compliance.PMComplianceConfig attribute)

PMComplianceConfig (class in src.dackar.RCA.pm_compliance) (class in src.dackar.RCA.pm_compliance.config) PMExecutionVerifier (class in src.dackar.RCA.pm_compliance.execution_verifier) PMExportTaskRow (class in src.dackar.RCA.pm_compliance.types) PMScheduleLoader (class in src.dackar.RCA.pm_compliance.schedule_loader) PMVocabularyLoader (class in src.dackar.RCA.pm_compliance.vocabulary_loader) policy (src.dackar.RCA.ner.hybrid_ner.consolidator.SpanConsolidator attribute) policy_version (src.dackar.RCA.doc_extraction.epistemics.EpistemicAnnotation attribute) (src.dackar.RCA.doc_extraction.epistemics.EpistemicsRoutingConfig attribute) (src.dackar.RCA.doc_extraction.EpistemicsRoutingConfig attribute) poll_and_upsert() (src.dackar.RCA.equipment_similarity.kg_equipment_poller.KGEquipmentPoller method) Postprocessor (class in src.dackar.RCA.ner.hybrid_ner.postprocess) postprocessor (src.dackar.RCA.ner.hybrid_ner.pipeline.HybridNERPipeline attribute) PRECEDES (in module src.dackar.RCA.orchestrators.temporal_relations) predefinedGraphSchemas (src.dackar.knowledge_graph.KGconstruction.KG attribute) predict() (src.dackar.RCA.ner.hybrid_ner.classifier.SpanClassifier method) prefer_longest_on_overlap (src.dackar.RCA.ner.hybrid_ner.consolidator.SpanConsolidatorPolicy attribute) PRELIMINARY_ASSESSMENT (src.dackar.RCA.doc_extraction.schema.FindingStatus attribute) preprocess (src.dackar.text_processing.AbbrExpander.AbbrExpander attribute) Preprocessing (class in src.dackar.text_processing.Preprocessing) preprocessing() (src.dackar.workflows.WorkflowManager.WorkflowManager method) preprocessorDefaultList (in module src.dackar.text_processing.Preprocessing) preprocessorDefaultOptions (in module src.dackar.text_processing.Preprocessing) preprocessorList (src.dackar.text_processing.AbbrExpander.AbbrExpander attribute) preprocessorNames (src.dackar.text_processing.Preprocessing.Preprocessing attribute) print_tag (src.dackar.anomalies.AnomalyBase.AnomalyBase attribute) printDepTree() (in module src.dackar.utils.nlp.nlp_utils) printOnFile() (src.dackar.utils.mbse.LMLparser.LMLobject method) printOnFiles() (src.dackar.utils.mbse.customMBSEparser.customMBSEobject method) priority (src.dackar.RCA.ner.hybrid_ner.schema.ConditionalRule attribute) priority_map (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute) procedural_deviation_score (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) processCausalEnt() (src.dackar.workflows.WorkflowManager.WorkflowManager method) ProcessedEvidenceStoreAdapter (class in src.dackar.RCA.storage) (class in src.dackar.RCA.storage.processed_evidence_store_adapter) ProcessedRecordStore (class in src.dackar.RCA.storage) (class in src.dackar.RCA.storage.processed_record_store) processList (src.dackar.utils.opm.OPLparser.OPMobject attribute) PROFILE_COLUMN_MAPS (in module src.dackar.RCA.doc_parsers.fmeaParser) project() (src.dackar.knowledge_graph.pygds.PyGDS method) prop_score (src.dackar.RCA.signal_evidence.models.PropagationEdge attribute) propagateEntType() (in module src.dackar.pipelines.CustomPipelineComponents) PropagationEdge (class in src.dackar.RCA.signal_evidence.models) properties (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) proposed_labels (src.dackar.RCA.ner.hybrid_ner.models.CandidateSpan attribute) provenance (src.dackar.RCA.cross_pattern.models.CrossPatternLink attribute) (src.dackar.RCA.ner.hybrid_ner.models.ResolvedSpan attribute) Py2Neo (class in src.dackar.knowledge_graph.py2neo) py2neo (src.dackar.knowledge_graph.KGconstruction.KG attribute) PyGDS (class in src.dackar.knowledge_graph.pygds) pysbdSentenceBoundaries() (in module src.dackar.pipelines.CustomPipelineComponents) pywsd (in module src.dackar.similarity.simUtils)

Q

query() (src.dackar.knowledge_graph.py2neo.Py2Neo method) (src.dackar.knowledge_graph.pygds.PyGDS method) (src.dackar.RCA.adapters.llm_oe_adapter.LLMOEAdapter method) (src.dackar.RCA.adapters.similar_event_adapter.SimilarEventAdapter method) (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method) (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceStore method) (src.dackar.RCA.orchestrators.evidence_retriever.InMemoryEvidenceStore method) (src.dackar.RCA.storage.processed_evidence_store_adapter.ProcessedEvidenceStoreAdapter method) (src.dackar.RCA.storage.ProcessedEvidenceStoreAdapter method)

query_doc_type() (src.dackar.RCA.storage.chroma_store.ChromaRecordStore method) (src.dackar.RCA.storage.ChromaRecordStore method) query_doc_types() (src.dackar.RCA.storage.lc_retriever_processed.LCProcessedRetriever method) (src.dackar.RCA.storage.LCProcessedRetriever method) query_only_events (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.SearchResult attribute) query_texts (src.dackar.RCA.storage.lc_retriever_processed.ContextPack attribute)

R

rationale (src.dackar.RCA.ner.hybrid_ner.models.LabelHypothesis attribute) raw (src.dackar.RCA.ner.alarm_id_extractor.AlarmRef attribute) (src.dackar.RCA.ner.doc_ref_extractor.DocRef attribute) raw_id (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.UnifiedEvent attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.UnifiedEvent attribute) raw_value_peak (src.dackar.RCA.signal_evidence.models.AnomalyRecord attribute) raw_value_start (src.dackar.RCA.signal_evidence.models.AnomalyRecord attribute) rca_synthesizer (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) RCAArtifactValidator (class in src.dackar.RCA.validation.schema_validator) RCAReasoningOrchestrator (class in src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) RCASynthesizer (class in src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) RCASynthesizerConfig (class in src.dackar.RCA.synthesis.rca_synthesizer_v31) read_text() (in module src.dackar.RCA.doc_parsers.mdParser) readFile() (src.dackar.utils.nlp.CreatePatterns.CreatePatterns method) readToml() (in module src.dackar.utils.utils) receipt_id (src.dackar.RCA.cap_integration.cap_adapter.CAPSubmissionReceipt attribute), [1] reciprocal_rank_fusion() (in module src.dackar.RCA.storage.multi_vector_fusion) recompute_ok() (src.dackar.RCA.validation.schema_validator.ValidationReport method) record (src.dackar.RCA.storage.lc_retriever_processed.RetrieveResult attribute) record_endpoint (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute) record_id (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) (src.dackar.RCA.storage.lc_retriever_processed.RetrieveResult attribute) RecurrenceProfile (class in src.dackar.RCA.orchestrators.tskr_temporal_scorer) refine_with_evidence() (src.dackar.RCA.orchestrators.causality_engine_v32.RuleBasedCausalityEngineV32 method) (src.dackar.RCA.signal_evidence.contracts.StageFRefineContract method) (src.dackar.RCA.signal_evidence.StageFRefineContract method) RegexCandidateGenerator (class in src.dackar.RCA.ner.hybrid_ner.generators) (class in src.dackar.RCA.ner.hybrid_ner.generators.regex_generator) reinforcement_strength (src.dackar.RCA.cross_pattern.models.CandidateCrossPatternEvidence attribute) rel_id (src.dackar.RCA.ner.hybrid_ner.models.RelationProposal attribute) relation_endpoint_map() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) relation_map (src.dackar.knowledge_graph.kg_schema_builder_workflow.GraphBatch attribute) relation_proposals (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityResult attribute) RELATION_SCORE (in module src.dackar.RCA.orchestrators.temporal_relations) relation_type (src.dackar.RCA.ner.hybrid_ner.models.RelationProposal attribute) RelationProposal (class in src.dackar.RCA.ner.hybrid_ner.models) relations (src.dackar.RCA.ner.hybrid_ner.models.PipelineResult attribute) removeAcronym() (in module src.dackar.utils.opm.OPLparser) required_fields (src.dackar.RCA.doc_parsers.fmea_normalizer.FmeaFormatProfile attribute) reset() (src.dackar.anomalies.AnomalyBase.AnomalyBase method) (src.dackar.causal.CausalBase.CausalBase method) (src.dackar.causal.CausalPhrase.CausalPhrase method) (src.dackar.causal.CausalSentence.CausalSentence method) (src.dackar.causal.CausalSimple.CausalSimple method) (src.dackar.knowledge_graph.py2neo.Py2Neo method) (src.dackar.knowledge_graph.pygds.PyGDS method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex method) (src.dackar.workflows.WorkflowManager.WorkflowManager method) resetGraph() (src.dackar.knowledge_graph.KGconstruction.KG method) resetPipeline() (in module src.dackar.utils.nlp.nlp_utils) resolve() (src.dackar.RCA.doc_parsers.fmeaParser.FmeaColumnResolver method)

resolve_edge_type() (in module src.dackar.knowledge_graph.kg_query_utils) resolve_expansion_suggestion() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) resolve_fm_candidates() (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method) resolve_node_label() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) resolve_node_label_strict() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) resolve_similar() (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.EquipmentSimilarityResolver method) resolve_span() (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityEngine method) resolve_supersession() (in module src.dackar.RCA.orchestrators.supersession) resolve_weights() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.SearchConfig method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.SearchConfig method) resolved_action_type_map() (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig method) resolved_priority_map() (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig method) ResolvedSpan (class in src.dackar.RCA.ner.hybrid_ner.models) restart() (src.dackar.knowledge_graph.py2neo.Py2Neo method) (src.dackar.knowledge_graph.pygds.PyGDS method) results (src.dackar.RCA.storage.lc_retriever_processed.ContextPack attribute) retention_mode (src.dackar.RCA.orchestrators.causality_engine_v32.CausalityEngineConfigV32 attribute) retrieve() (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever method) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.EvidenceRetriever method) retriever (src.dackar.RCA.storage.processed_evidence_store_adapter.ProcessedEvidenceStoreAdapter attribute) (src.dackar.RCA.storage.ProcessedEvidenceStoreAdapter attribute) RetrieveResult (class in src.dackar.RCA.storage.lc_retriever_processed) returnAcronym() (src.dackar.utils.opm.OPLparser.OPMobject method) returnAttributeList() (src.dackar.utils.opm.OPLparser.OPMobject method) returnEntities() (src.dackar.utils.mbse.LMLparser.LMLobject method) returnERnature() (src.dackar.utils.tagKeywordListReader.ERschema method) returnGraph() (src.dackar.utils.mbse.LMLparser.LMLobject method) (src.dackar.utils.opm.OPLparser.OPMobject method) returnIDs() (src.dackar.utils.mbse.customMBSEparser.customMBSEobject method) returnListIDs() (src.dackar.utils.mbse.LMLparser.LMLobject method) returnObjectList() (src.dackar.utils.opm.OPLparser.OPMobject method) returnProcessList() (src.dackar.utils.opm.OPLparser.OPMobject method) returnsExternalLinks() (src.dackar.utils.opm.OPLparser.OPMobject method) review_alternative_gap (src.dackar.RCA.orchestrators.causality_engine_v32.CausalityEngineConfigV32 attribute) root_dir (src.dackar.RCA.orchestrators.artifact_store.FileArtifactStore attribute) root_pattern_type (src.dackar.RCA.signal_evidence.models.ScoredChain attribute) rows (src.dackar.RCA.orchestrators.evidence_retriever.InMemoryEvidenceStore attribute) rule_id (src.dackar.RCA.ner.hybrid_ner.schema.ConditionalRule attribute) RuleBasedCausalityEngineV31 (class in src.dackar.RCA.orchestrators.causality_engine_v31) RuleBasedCausalityEngineV32 (class in src.dackar.RCA.orchestrators.causality_engine_v32) ruled_out_mechanisms (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) RuleDisambiguator (class in src.dackar.RCA.ner.hybrid_ner.disambiguation) RuleValidatedRCASynthesizerV31 (class in src.dackar.RCA.synthesis.rca_synthesizer_v31) run() (src.dackar.causal.CausalBase.CausalBase method) (src.dackar.RCA.cross_pattern.linker.CrossPatternLinker method) (src.dackar.RCA.ner.hybrid_ner.pipeline.HybridNERPipeline method) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) (src.dackar.workflows.WorkflowManager.WorkflowManager method) run_label (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute), [1] runNeo4j() (src.dackar.workflows.WorkflowManager.WorkflowManager method) runNLP() (src.dackar.workflows.WorkflowManager.WorkflowManager method)

S

sanitize_props() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) sanitize_value() (in module src.dackar.knowledge_graph.kg_schema_builder_workflow) SAPPMCMMSAdapter (class in src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter) save() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentIndex method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer.IncidentIndex method) (src.dackar.RCA.orchestrators.artifact_store.FileArtifactStore method) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.ArtifactStore method) save_list() (src.dackar.RCA.orchestrators.artifact_store.FileArtifactStore method) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.ArtifactStore method) scalingDepthEffect() (in module src.dackar.similarity.synsetUtils) scheduled_date (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) schema (in module src.dackar.validate) (src.dackar.knowledge_graph.kg_schema_builder_workflow.GraphBatch attribute) (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMDisambiguator attribute) (src.dackar.RCA.ner.hybrid_ner.pipeline.HybridNERPipeline attribute) schema_dir (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator attribute) SchemaIndex (class in src.dackar.RCA.ner.hybrid_ner.schema) SchemaLoader (class in src.dackar.RCA.ner.hybrid_ner.schema) schemas (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator attribute) SchemaValidator (class in src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) score (src.dackar.RCA.ner.alarm_id_extractor.AlarmRef attribute) (src.dackar.RCA.ner.hybrid_ner.models.LabelHypothesis attribute) (src.dackar.RCA.ner.hybrid_ner.models.SourceHit attribute) (src.dackar.RCA.storage.lc_retriever_processed.RetrieveResult attribute) score() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.TSKRTemporalScorer method) (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerV1 method) (src.dackar.RCA.signal_evidence.contracts.StageCScorerContract method) (src.dackar.RCA.signal_evidence.StageCScorerContract method) score_metric (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig attribute) score_span_against_labels() (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator method) score_threshold (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig attribute) ScoredChain (class in src.dackar.RCA.signal_evidence.models) scoring_profiles (src.dackar.RCA.orchestrators.causality_engine_v32.CausalityEngineConfigV32 attribute) search() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.PatternSearcher method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.searcher.PatternSearcher method) search_config (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.PatternSearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.PatternSearchConfig attribute) search_phrase() (in module src.dackar.knowledge_graph.graph_utils) SearchConfig (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search) (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config) searchEntityInfo() (src.dackar.utils.tagKeywordListReader.entityLibrary method) SearchResult (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models) section_path (src.dackar.RCA.summarizers.reliability_summarizer.ChunkContext attribute) section_role (src.dackar.RCA.summarizers.reliability_summarizer.ChunkContext attribute) section_role_from_title() (in module src.dackar.RCA.summarizers.reliability_summarizer) select_processed_snippet() (in module src.dackar.RCA.storage.processed_record_store) selectValidEnts() (src.dackar.causal.CausalSentence.CausalSentence method) semantic_contribution (src.dackar.RCA.doc_extraction.SemanticMatch property) (src.dackar.RCA.doc_extraction.store.SemanticMatch property) semantic_similarity_threshold (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute) (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) SemanticMatch (class in src.dackar.RCA.doc_extraction) (class in src.dackar.RCA.doc_extraction.store) semanticSimilaritySentences() (in module src.dackar.similarity.simUtils) semanticSimilaritySynsetList() (in module src.dackar.similarity.synsetUtils) semanticSimilaritySynsets() (in module src.dackar.similarity.synsetUtils) semanticSimilarityUsingDisambiguatedSynsets() (in module src.dackar.similarity.synsetUtils) semanticSimilarityWords() (in module src.dackar.similarity.simUtils) sensor_id (src.dackar.RCA.signal_evidence.models.AnomalyRecord attribute) sentences (src.dackar.utils.opm.OPLparser.OPMobject attribute) sentenceSenseDisambiguation() (in module src.dackar.similarity.simUtils) sentenceSenseDisambiguationPyWSD() (in module src.dackar.similarity.simUtils) sentenceSimialrityBestSense() (src.dackar.similarity.SentenceSimilarity.SentenceSimilarity method) SentenceSimilarity (class in src.dackar.similarity.SentenceSimilarity) sentenceSimilarity() (in module src.dackar.similarity.simUtils) (src.dackar.similarity.SentenceSimilarity.SentenceSimilarity method) sentenceSimilarityPawarMagoMethod() (src.dackar.similarity.SentenceSimilarity.SentenceSimilarity method) sentenceSimilarityWithDisambiguation() (in module src.dackar.similarity.simUtils) serialize() (src.dackar.RCA.cap_integration.cap_export_serializer.CAPExportSerializer method) set_cross_pattern_linker() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) set_doc_extraction_store() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) set_epistemics_classifier() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) set_neo4j_import_folder() (in module src.dackar.knowledge_graph.graph_utils) set_params() (src.dackar.anomalies.AnomalyBase.AnomalyBase method) set_pattern_searcher() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) set_similar_event_adapter() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator method) setParameters() (src.dackar.similarity.SentenceSimilarity.SentenceSimilarity method) Severity (in module src.dackar.RCA.validation.schema_validator) severity (src.dackar.RCA.signal_evidence.models.AnomalyRecord attribute) (src.dackar.RCA.validation.schema_validator.ValidationIssue attribute), [1] shared_fm_count (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.SisterComponent attribute), [1] short_description_limit() (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig method) short_description_max_chars (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute) should_call() (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMDisambiguator method) signal_episode_staleness_window_days (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute) signal_similarity_floor (src.dackar.RCA.cross_pattern.config.CrossPatternConfig attribute) signal_similarity_score (src.dackar.RCA.cross_pattern.models.CrossPatternLink attribute) SignalEvidenceBuilder (class in src.dackar.RCA.orchestrators.signal_evidence_builder) SignalEvidenceBuilderContract (class in src.dackar.RCA.signal_evidence) (class in src.dackar.RCA.signal_evidence.contracts) sim_floor (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) sim_metric (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) similar_event_adapter (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) SimilarEventAdapter (class in src.dackar.RCA.adapters.similar_event_adapter) similarity_resolver (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilderConfig attribute) similarity_score (src.dackar.RCA.doc_extraction.SemanticMatch attribute) (src.dackar.RCA.doc_extraction.store.SemanticMatch attribute) similarity_to_current (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) similarityMethod (src.dackar.similarity.SentenceSimilarity.SentenceSimilarity attribute) SimpleEntityMatcher (class in src.dackar.pipelines.SimpleEntityMatcher) simultaneous_epsilon_hours (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) sister_relation_types (src.dackar.RCA.cmms_integration.cmms_context_builder.CMMSContextBuilderConfig attribute) SisterComponent (class in src.dackar.RCA.equipment_similarity.equipment_similarity_resolver) site_id (src.dackar.RCA.cmms_integration.maximo_cmms_adapter.MaximoCMMSAdapter attribute) skipped_already_present (src.dackar.RCA.ner.augment_chunks.AugmentStats attribute) snippet (src.dackar.RCA.storage.lc_retriever_processed.RetrieveResult attribute) snippet_preference (src.dackar.RCA.storage.processed_evidence_store_adapter.ProcessedEvidenceStoreAdapter attribute) (src.dackar.RCA.storage.ProcessedEvidenceStoreAdapter attribute) source (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.UnifiedEvent attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.UnifiedEvent attribute) (src.dackar.RCA.signal_evidence.models.AnomalyRecord attribute) source_cr_id (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) source_event_id (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) source_id (src.dackar.RCA.ner.hybrid_ner.models.SourceHit attribute) source_path (src.dackar.RCA.signal_evidence.historian_adapter.InfileHistorianAdapter attribute) (src.dackar.RCA.signal_evidence.InfileHistorianAdapter attribute) source_ref (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) source_type (src.dackar.RCA.ner.hybrid_ner.models.SourceHit attribute) source_types (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentFingerprint attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.IncidentFingerprint attribute) source_wo_id (src.dackar.RCA.doc_extraction.DocExtractionRecord attribute) (src.dackar.RCA.doc_extraction.schema.DocExtractionRecord attribute) SourceHit (class in src.dackar.RCA.ner.hybrid_ner.models) sources (src.dackar.RCA.ner.hybrid_ner.models.CandidateSpan attribute) SpacyAnnotationResult (class in src.dackar.RCA.ner.spacy_annotator) SpacyAnnotator (class in src.dackar.RCA.ner.spacy_annotator) span_id (src.dackar.RCA.ner.hybrid_ner.models.CandidateSpan attribute) (src.dackar.RCA.ner.hybrid_ner.models.ResolvedSpan attribute) SpanClassifier (class in src.dackar.RCA.ner.hybrid_ner.classifier) SpanConsolidator (class in src.dackar.RCA.ner.hybrid_ner.consolidator) SpanConsolidatorPolicy (class in src.dackar.RCA.ner.hybrid_ner.consolidator) spec_store (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.EquipmentSimilarityResolver attribute) SpellChecker (class in src.dackar.text_processing.SpellChecker) split_component_mechanism_spans() (in module src.dackar.RCA.ner.hybrid_ner.generators.candidate_utils) split_into_paragraphs() (in module src.dackar.RCA.doc_parsers.mdParser) split_multi_label_spans() (in module src.dackar.RCA.ner.hybrid_ner.generators.candidate_utils) splitEntsFollowingNounCausal() (src.dackar.causal.CausalSentence.CausalSentence method) src module src.dackar module src.dackar.anomalies module src.dackar.anomalies.AnomalyBase module src.dackar.anomalies.kernel_two_sample_test module src.dackar.anomalies.MatrixProfile module src.dackar.anomalies.plotUtils module src.dackar.anomalies.t_score module src.dackar.causal module src.dackar.causal.CausalBase module src.dackar.causal.CausalPhrase module src.dackar.causal.CausalSentence module src.dackar.causal.CausalSimple module src.dackar.config module src.dackar.contrib module src.dackar.contrib.lazy module src.dackar.contrib.lazy.lazy_loader module src.dackar.knowledge_graph module src.dackar.knowledge_graph.graph_utils module src.dackar.knowledge_graph.kg_ingest_fmea_workflow module src.dackar.knowledge_graph.kg_ingest_neo4j_workflow module src.dackar.knowledge_graph.kg_query_utils module src.dackar.knowledge_graph.kg_schema_builder_workflow module src.dackar.knowledge_graph.KGconstruction module src.dackar.knowledge_graph.py2neo module src.dackar.knowledge_graph.pygds module src.dackar.main module src.dackar.pipelines module src.dackar.pipelines.ConjectureEntity module src.dackar.pipelines.CustomPipelineComponents module src.dackar.pipelines.EmergentActivityEntity module src.dackar.pipelines.GeneralEntity module src.dackar.pipelines.LocationEntity module src.dackar.pipelines.PhraseEntityMatcher module src.dackar.pipelines.SimpleEntityMatcher module src.dackar.pipelines.TemporalAttributeEntity module src.dackar.pipelines.TemporalEntity module src.dackar.pipelines.TemporalRelationEntity module src.dackar.pipelines.UnitEntity module src.dackar.RCA module src.dackar.RCA._timeutils module src.dackar.RCA.adapters module src.dackar.RCA.adapters.llm_oe_adapter module src.dackar.RCA.adapters.similar_event_adapter module src.dackar.RCA.cap_integration module src.dackar.RCA.cap_integration.cap_adapter module src.dackar.RCA.cap_integration.cap_config module src.dackar.RCA.cap_integration.cap_export_serializer module src.dackar.RCA.cmms_integration module src.dackar.RCA.cmms_integration.cmms_adapter module src.dackar.RCA.cmms_integration.cmms_context_builder module src.dackar.RCA.cmms_integration.maximo_cmms_adapter module src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter module src.dackar.RCA.cross_pattern module src.dackar.RCA.cross_pattern.config module src.dackar.RCA.cross_pattern.linker module src.dackar.RCA.cross_pattern.models module src.dackar.RCA.cross_pattern.rules module src.dackar.RCA.cross_pattern.summary module src.dackar.RCA.doc_extraction module src.dackar.RCA.doc_extraction.adapter module src.dackar.RCA.doc_extraction.epistemics module src.dackar.RCA.doc_extraction.schema module src.dackar.RCA.doc_extraction.store module src.dackar.RCA.doc_parsers module

src.dackar.RCA.doc_parsers.fmea_normalizer module src.dackar.RCA.doc_parsers.fmeaParser module src.dackar.RCA.doc_parsers.mdParser module src.dackar.RCA.doc_parsers.pdfParser module src.dackar.RCA.equipment_similarity module src.dackar.RCA.equipment_similarity.equipment_similarity_resolver module src.dackar.RCA.equipment_similarity.equipment_spec_builder module src.dackar.RCA.equipment_similarity.equipment_spec_store module src.dackar.RCA.equipment_similarity.kg_equipment_poller module src.dackar.RCA.log_pattern_recognition module src.dackar.RCA.log_pattern_recognition.rca_pattern_search module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.density module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.indexer module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.metrics module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models module src.dackar.RCA.log_pattern_recognition.rca_pattern_search.searcher module src.dackar.RCA.ner module src.dackar.RCA.ner.alarm_id_extractor module src.dackar.RCA.ner.augment_chunks module src.dackar.RCA.ner.causal_condition_adapter module src.dackar.RCA.ner.doc_ref_extractor module src.dackar.RCA.ner.entity_normalizer module src.dackar.RCA.ner.equipment_ID_extractor module src.dackar.RCA.ner.hybrid_ner module src.dackar.RCA.ner.hybrid_ner.classifier module src.dackar.RCA.ner.hybrid_ner.compatibility module src.dackar.RCA.ner.hybrid_ner.consolidator module src.dackar.RCA.ner.hybrid_ner.disambiguation module src.dackar.RCA.ner.hybrid_ner.generators module src.dackar.RCA.ner.hybrid_ner.generators.anchored_np_generator module src.dackar.RCA.ner.hybrid_ner.generators.base module src.dackar.RCA.ner.hybrid_ner.generators.candidate_utils module src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator module src.dackar.RCA.ner.hybrid_ner.generators.gazetteer_generator module src.dackar.RCA.ner.hybrid_ner.generators.nounphrase_generator module src.dackar.RCA.ner.hybrid_ner.generators.regex_generator module src.dackar.RCA.ner.hybrid_ner.llm_disambiguator module src.dackar.RCA.ner.hybrid_ner.models module src.dackar.RCA.ner.hybrid_ner.pipeline module src.dackar.RCA.ner.hybrid_ner.postprocess module src.dackar.RCA.ner.hybrid_ner.schema module src.dackar.RCA.ner.ner_adapter module src.dackar.RCA.ner.spacy_annotator module src.dackar.RCA.orchestrators module src.dackar.RCA.orchestrators.artifact_store module src.dackar.RCA.orchestrators.causality_engine_v31 module src.dackar.RCA.orchestrators.causality_engine_v32 module src.dackar.RCA.orchestrators.epistemics_digest module src.dackar.RCA.orchestrators.evidence_retriever module src.dackar.RCA.orchestrators.input_guards module src.dackar.RCA.orchestrators.ishikawa_evaluator module src.dackar.RCA.orchestrators.kg_context_builder module src.dackar.RCA.orchestrators.llm_clients module src.dackar.RCA.orchestrators.rca_reasoning_orchestrator module src.dackar.RCA.orchestrators.signal_evidence_builder module src.dackar.RCA.orchestrators.supersession module src.dackar.RCA.orchestrators.temporal_relations module src.dackar.RCA.orchestrators.tskr_temporal_scorer module src.dackar.RCA.pm_compliance module src.dackar.RCA.pm_compliance.aggregator module src.dackar.RCA.pm_compliance.config module src.dackar.RCA.pm_compliance.currency_checker module src.dackar.RCA.pm_compliance.effectiveness_analyzer module src.dackar.RCA.pm_compliance.execution_verifier module src.dackar.RCA.pm_compliance.schedule_loader module src.dackar.RCA.pm_compliance.scope_analyzer module src.dackar.RCA.pm_compliance.types module src.dackar.RCA.pm_compliance.vocabulary_loader module src.dackar.RCA.signal_evidence module src.dackar.RCA.signal_evidence._util module src.dackar.RCA.signal_evidence.builder module src.dackar.RCA.signal_evidence.contracts module src.dackar.RCA.signal_evidence.historian_adapter module src.dackar.RCA.signal_evidence.models module src.dackar.RCA.signal_evidence.topology module src.dackar.RCA.storage module src.dackar.RCA.storage.chroma_store module src.dackar.RCA.storage.lc_retriever_processed module src.dackar.RCA.storage.multi_vector_fusion module src.dackar.RCA.storage.processed_evidence_store_adapter module src.dackar.RCA.storage.processed_record_store module src.dackar.RCA.summarizers module src.dackar.RCA.summarizers.reliability_summarizer module src.dackar.RCA.synthesis module src.dackar.RCA.synthesis.analyst_override_processor module src.dackar.RCA.synthesis.rca_synthesizer_v31 module src.dackar.RCA.validation module src.dackar.RCA.validation.schema_validator module src.dackar.similarity module src.dackar.similarity.SentenceSimilarity module src.dackar.similarity.simUtils module src.dackar.similarity.synsetUtils module src.dackar.similarity.utils module src.dackar.text_processing module src.dackar.text_processing.Abbreviation module src.dackar.text_processing.AbbrExpander module src.dackar.text_processing.Preprocessing module src.dackar.text_processing.SpellChecker module src.dackar.utils module src.dackar.utils.mbse module src.dackar.utils.mbse.customMBSEparser module src.dackar.utils.mbse.LMLparser module src.dackar.utils.nlp module src.dackar.utils.nlp.CreatePatterns module src.dackar.utils.nlp.nlp_utils module src.dackar.utils.num module src.dackar.utils.opm module src.dackar.utils.opm.OPLparser module src.dackar.utils.tagKeywordListReader module src.dackar.utils.utils module src.dackar.utils.visualize module src.dackar.validate module src.dackar.workflows module src.dackar.workflows.WorkflowManager module STAGE5_OUTPUT_SCHEMA (in module src.dackar.RCA.ner.causal_condition_adapter) StageCScorerContract (class in src.dackar.RCA.signal_evidence) (class in src.dackar.RCA.signal_evidence.contracts) StageFRefineContract (class in src.dackar.RCA.signal_evidence) (class in src.dackar.RCA.signal_evidence.contracts) stale_index_confidence_cap (src.dackar.RCA.cross_pattern.config.CrossPatternConfig attribute) STANDARD_PATTERNS (in module src.dackar.RCA.doc_parsers.mdParser) start (src.dackar.RCA.ner.hybrid_ner.classifier.TrainingExample attribute) (src.dackar.RCA.ner.hybrid_ner.models.CandidateSpan attribute) (src.dackar.RCA.ner.hybrid_ner.models.ResolvedSpan attribute) (src.dackar.RCA.orchestrators.temporal_relations.Interval attribute) status (src.dackar.RCA.cap_integration.cap_adapter.CAPSubmissionReceipt attribute), [1] stop_on_validation_error (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute), [1] stop_sequences (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) STOP_TOKENS (in module src.dackar.RCA.ner.hybrid_ner.generators.anchored_np_generator) STOPWORDS (in module src.dackar.RCA.doc_parsers.mdParser) store (in module src.dackar.RCA.orchestrators.evidence_retriever) (src.dackar.RCA.orchestrators.evidence_retriever.ChromaEvidenceRetriever attribute) (src.dackar.RCA.storage.lc_retriever_processed.LCProcessedRetriever attribute) (src.dackar.RCA.storage.LCProcessedRetriever attribute) store_health_summary() (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method) stringToDatetimeConverterFlexible() (in module src.dackar.knowledge_graph.KGconstruction) strip_markup_noise() (in module src.dackar.RCA.doc_parsers.mdParser) structural_contradiction_cues (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig attribute) submit() (src.dackar.RCA.cap_integration.cap_adapter.CAPAdapter method) (src.dackar.RCA.cap_integration.cap_adapter.FileDropCAPAdapter method) (src.dackar.RCA.cap_integration.cap_adapter.NoOpCAPAdapter method) submitted_at (src.dackar.RCA.cap_integration.cap_adapter.CAPSubmissionReceipt attribute), [1] summarize_with_retry() (in module src.dackar.RCA.summarizers.reliability_summarizer) summarized_chunks (src.dackar.RCA.ner.augment_chunks.AugmentStats attribute) support_cues (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig attribute) support_posture (src.dackar.RCA.cross_pattern.models.CandidateCrossPatternEvidence attribute) surface_form (src.dackar.RCA.ner.entity_normalizer.NormResult attribute) surveillance_actions (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) synsetListSimilarity() (in module src.dackar.similarity.synsetUtils) synsetsSimilarity() (in module src.dackar.similarity.synsetUtils) synthesize() (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCASynthesizer method) (src.dackar.RCA.synthesis.rca_synthesizer_v31.RuleValidatedRCASynthesizerV31 method) systems (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute)

T

t_score() (in module src.dackar.anomalies.t_score) TAG_PATTERNS (in module src.dackar.RCA.doc_parsers.mdParser) tail_span_id (src.dackar.RCA.ner.hybrid_ner.models.RelationProposal attribute) target_system (src.dackar.RCA.cap_integration.cap_config.CAPExportConfig attribute) task_code (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) telemetry_support_floor (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) temperature (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) (src.dackar.RCA.synthesis.rca_synthesizer_v31.RCASynthesizerConfig attribute), [1] Temporal (class in src.dackar.pipelines.TemporalEntity) temporal_compatibility_max_gap_days (src.dackar.RCA.cross_pattern.config.CrossPatternConfig attribute) temporal_compatibility_mode (src.dackar.RCA.cross_pattern.config.CrossPatternConfig attribute) temporal_link_skipped (src.dackar.RCA.cross_pattern.models.CrossPatternLink attribute) temporal_qualifiers (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotationResult attribute) (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) temporal_refs (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotationResult attribute) (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) temporal_relations (src.dackar.RCA.ner.spacy_annotator.SpacyAnnotationResult attribute) (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) temporal_window_days_cap (src.dackar.RCA.orchestrators.causality_engine_v31.CausalityEngineConfig attribute) (src.dackar.RCA.orchestrators.causality_engine_v32.CausalityEngineConfigV32 attribute) TemporalAttributeEntity (class in src.dackar.pipelines.TemporalAttributeEntity) TemporalRelationEntity (class in src.dackar.pipelines.TemporalRelationEntity) text (src.dackar.RCA.ner.hybrid_ner.models.CandidateSpan attribute) (src.dackar.RCA.ner.hybrid_ner.models.Document attribute) (src.dackar.RCA.ner.hybrid_ner.models.ResolvedSpan attribute) textacyNormalize (in module src.dackar.text_processing.Preprocessing) textacyRemove (in module src.dackar.text_processing.Preprocessing) textacyReplace (in module src.dackar.text_processing.Preprocessing) textify_table() (in module src.dackar.RCA.doc_parsers.mdParser) textProcess() (src.dackar.causal.CausalBase.CausalBase method) (src.dackar.causal.CausalSimple.CausalSimple method) TIER_CONFIDENCE_MULTIPLIERS (in module src.dackar.RCA.adapters.similar_event_adapter) tier_confidence_multipliers (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute), [1] time_overlap_hours (src.dackar.RCA.cross_pattern.models.CrossPatternLink attribute) timeout (src.dackar.RCA.cmms_integration.maximo_cmms_adapter.MaximoCMMSAdapter attribute) (src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter.SAPPMCMMSAdapter attribute) (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) timeout_seconds (src.dackar.RCA.adapters.llm_oe_adapter.LLMOEAdapter attribute) timestamp_end (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.UnifiedEvent attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.UnifiedEvent attribute) (src.dackar.RCA.signal_evidence.models.AnomalyRecord attribute) timestamp_start (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.UnifiedEvent attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.UnifiedEvent attribute) (src.dackar.RCA.signal_evidence.models.AnomalyRecord attribute) to_chroma_payload() (in module src.dackar.RCA.ner.augment_chunks) (in module src.dackar.RCA.storage.chroma_store) to_dict() (src.dackar.RCA.cap_integration.cap_adapter.CAPSubmissionReceipt method) (src.dackar.RCA.equipment_similarity.equipment_similarity_resolver.SisterComponent method) (src.dackar.RCA.validation.schema_validator.ValidationIssue method) (src.dackar.RCA.validation.schema_validator.ValidationReport method)

to_idx (src.dackar.RCA.signal_evidence.models.PropagationEdge attribute) to_interval() (src.dackar.RCA.signal_evidence.models.AnomalyRecord method) to_json() (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed method) to_stage5_dict() (src.dackar.causal.CausalBase.CausalBase method) (src.dackar.causal.CausalSentence.CausalSentence method) (src.dackar.causal.CausalSimple.CausalSimple method) to_unified_events() (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.extractor.IncidentExtractor method) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentExtractor method) token_index (src.dackar.RCA.ner.hybrid_ner.generators.anchored_np_generator.AnchoredNPGenerator attribute) token_overlap_threshold (src.dackar.RCA.ner.entity_normalizer.EntityNormalizer attribute) tokenize() (in module src.dackar.RCA.ner.entity_normalizer) tone_alert_min_minutes (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) tone_transient_max_minutes (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) tone_trip_min_minutes (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) tone_vocabulary_version (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) tone_watch_min_minutes (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) tools (src.dackar.RCA.summarizers.reliability_summarizer.NERSeed attribute) top_k (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.SearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.SearchConfig attribute) (src.dackar.RCA.ner.hybrid_ner.classifier.SpanClassifier attribute) top_k_candidates (src.dackar.RCA.orchestrators.causality_engine_v31.CausalityEngineConfig attribute) (src.dackar.RCA.orchestrators.causality_engine_v32.CausalityEngineConfigV32 attribute) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute) top_k_evidence (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute) top_k_per_doc_type (src.dackar.RCA.storage.processed_evidence_store_adapter.ProcessedEvidenceStoreAdapter attribute) (src.dackar.RCA.storage.ProcessedEvidenceStoreAdapter attribute) top_k_per_query (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig attribute) top_k_semantic (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.OrchestratorConfig attribute) (src.dackar.RCA.orchestrators.tskr_temporal_scorer.TSKRTemporalScorerConfig attribute) top_k_shortlist (src.dackar.RCA.ner.entity_normalizer.EntityNormalizer attribute) top_k_total (src.dackar.RCA.orchestrators.evidence_retriever.EvidenceRetrieverConfig attribute) topology_alignment_factor (src.dackar.RCA.signal_evidence.models.ScoredChain attribute) total_chunks (src.dackar.RCA.ner.augment_chunks.AugmentStats attribute) TrainingExample (class in src.dackar.RCA.ner.hybrid_ner.classifier) trend (src.dackar.RCA.orchestrators.tskr_temporal_scorer.RecurrenceProfile attribute) triggered_rule_ids (src.dackar.RCA.ner.hybrid_ner.models.Decision attribute) (src.dackar.RCA.ner.hybrid_ner.models.RelationProposal attribute) triggers (src.dackar.RCA.ner.hybrid_ner.schema.ConditionalRule attribute) tskr_enabled (src.dackar.RCA.orchestrators.causality_engine_v31.CausalityEngineConfig attribute) (src.dackar.RCA.orchestrators.causality_engine_v32.CausalityEngineConfigV32 attribute) tskr_temporal_scorer (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) TSKRTemporalScorer (class in src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) TSKRTemporalScorerConfig (class in src.dackar.RCA.orchestrators.tskr_temporal_scorer) TSKRTemporalScorerV1 (class in src.dackar.RCA.orchestrators.tskr_temporal_scorer) type (src.dackar.causal.CausalBase.CausalBase attribute) (src.dackar.text_processing.Abbreviation.Abbreviation attribute)

U

uncertain_score_ceiling (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) uncertain_score_floor (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) UnifiedEvent (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search) (class in src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models) UnitEntity (class in src.dackar.pipelines.UnitEntity) units (src.dackar.RCA.signal_evidence.models.AnomalyRecord attribute) UNRESOLVED (src.dackar.RCA.doc_extraction.schema.FMResolutionStatus attribute) unresolved_count (src.dackar.RCA.orchestrators.tskr_temporal_scorer.RecurrenceProfile attribute) updateAbbreviation() (src.dackar.text_processing.Abbreviation.Abbreviation method) updated_candidates (src.dackar.RCA.ner.hybrid_ner.compatibility.CompatibilityResult attribute) upsert() (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method) upsert_batch() (src.dackar.RCA.doc_extraction.DocExtractionStore method) (src.dackar.RCA.doc_extraction.store.DocExtractionStore method) (src.dackar.RCA.equipment_similarity.equipment_spec_store.EquipmentSpecStore method) upsert_component() (src.dackar.RCA.equipment_similarity.equipment_spec_store.EquipmentSpecStore method)

upsert_edges_batch() (src.dackar.knowledge_graph.py2neo.Py2Neo method) upsert_jsonl() (src.dackar.RCA.storage.chroma_store.ChromaRecordStore method) (src.dackar.RCA.storage.ChromaRecordStore method) upsert_nodes_batch() (src.dackar.knowledge_graph.py2neo.Py2Neo method) upsert_records() (src.dackar.RCA.storage.chroma_store.ChromaRecordStore method) (src.dackar.RCA.storage.ChromaRecordStore method) UPSTREAM_RELATIONS (in module src.dackar.RCA.signal_evidence.builder) use_cli (src.dackar.RCA.ner.hybrid_ner.llm_disambiguator.LLMConfig attribute) use_tfidf_fallback (src.dackar.RCA.ner.hybrid_ner.generators.description_embed_generator.DescriptionEmbedGenerator attribute) username (src.dackar.RCA.cmms_integration.sap_pm_cmms_adapter.SAPPMCMMSAdapter attribute) utcnow_iso() (in module src.dackar.RCA._timeutils) (in module src.dackar.RCA.orchestrators.causality_engine_v31) (in module src.dackar.RCA.orchestrators.evidence_retriever) (in module src.dackar.RCA.orchestrators.ishikawa_evaluator) (in module src.dackar.RCA.orchestrators.kg_context_builder) (in module src.dackar.RCA.orchestrators.rca_reasoning_orchestrator) (in module src.dackar.RCA.synthesis.rca_synthesizer_v31)

V

validate() (src.dackar.RCA.orchestrators.artifact_store.NoOpSchemaValidator method) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.SchemaValidator method) validate_artifact() (src.dackar.RCA.orchestrators.artifact_store.NoOpSchemaValidator method) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.SchemaValidator method) (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator method) validate_processed_text_record() (in module src.dackar.RCA.ner.augment_chunks) validate_rca_frame_json() (in module src.dackar.RCA.summarizers.reliability_summarizer) validate_required() (src.dackar.RCA.doc_parsers.fmeaParser.FmeaColumnResolver method) validate_retrieval_summary_json() (in module src.dackar.RCA.summarizers.reliability_summarizer) validate_run_bundle() (src.dackar.RCA.orchestrators.artifact_store.NoOpSchemaValidator method) (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.SchemaValidator method) (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator method)

validateToml() (in module src.dackar.validate) ValidationIssue (class in src.dackar.RCA.validation.schema_validator) ValidationReport (class in src.dackar.RCA.validation.schema_validator) validator (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) validators (src.dackar.RCA.validation.schema_validator.RCAArtifactValidator attribute) validDisambiguation (src.dackar.similarity.SentenceSimilarity.SentenceSimilarity attribute) validSent() (src.dackar.causal.CausalBase.CausalBase method) validSimilarity (src.dackar.similarity.SentenceSimilarity.SentenceSimilarity attribute) vectorstore (src.dackar.RCA.storage.chroma_store._CollectionState attribute) verify_rows() (src.dackar.RCA.pm_compliance.execution_verifier.PMExecutionVerifier method) ViewType (in module src.dackar.RCA.summarizers.reliability_summarizer) visualize() (src.dackar.causal.CausalBase.CausalBase method) (src.dackar.workflows.WorkflowManager.WorkflowManager method)

W

warnings (src.dackar.RCA.validation.schema_validator.ValidationReport property) weight_profile (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.config.SearchConfig attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.SearchResult attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.SearchConfig attribute) weighted_distance_inversion() (in module src.dackar.RCA.storage.multi_vector_fusion) weights (src.dackar.RCA.orchestrators.causality_engine_v31.CausalityEngineConfig attribute) (src.dackar.RCA.orchestrators.causality_engine_v32.CausalityEngineConfigV32 attribute) window_end (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentFingerprint attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.IncidentFingerprint attribute) window_start (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.IncidentFingerprint attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.HistoricalSignalEpisode attribute) (src.dackar.RCA.log_pattern_recognition.rca_pattern_search.models.IncidentFingerprint attribute)

wo_id (src.dackar.RCA.pm_compliance.types.PMExportTaskRow attribute) wo_object_name (src.dackar.RCA.cmms_integration.maximo_cmms_adapter.MaximoCMMSAdapter attribute) wordnetSimMethod (src.dackar.similarity.SentenceSimilarity.SentenceSimilarity attribute) wordOrder (src.dackar.similarity.SentenceSimilarity.SentenceSimilarity attribute) wordOrderSimilaritySentences() (in module src.dackar.similarity.simUtils) wordOrderSimilaritySynsetList() (in module src.dackar.similarity.synsetUtils) wordSenseDisambiguation() (in module src.dackar.similarity.simUtils) wordsSimilarity() (in module src.dackar.similarity.simUtils) workflow_dispatch_adapter (src.dackar.RCA.orchestrators.rca_reasoning_orchestrator.RCAReasoningOrchestrator attribute) WorkflowManager (class in src.dackar.workflows.WorkflowManager) write() (src.dackar.knowledge_graph.py2neo.Py2Neo method) (src.dackar.workflows.WorkflowManager.WorkflowManager method) write_json() (in module src.dackar.RCA.doc_parsers.mdParser) write_jsonl() (in module src.dackar.RCA.doc_parsers.mdParser) writeToFile() (in module src.dackar.utils.utils)