Celes Renata f468e30af0 feat: implement dual-pipeline signal engine service ...

New service at services/signal_engine/ implementing concurrent heuristic
(deterministic scoring) and probabilistic (Bayesian inference) pipelines
that evaluate technical signals across 6 timeframes (M30-M) and produce
independent BUY/WATCH/SKIP verdicts per ticker per evaluation tick.

Components:
- Input Normalizer: multi-source data assembly with sentinel fallbacks
- Signal Library: Fibonacci, MA Stack, RSI, Cup & Handle, Elliott Wave
- Multi-Timeframe Confluence Engine: weighted scoring with D/W/M anchors
- Hard Filter Engine: macro_bias, valuation, earnings proximity gating
- Heuristic Pipeline: S_total scoring with confidence-gated verdicts
- Probabilistic Pipeline: Bayesian log-odds with regime priors, entropy
  gating, EV_R calculation, and signal correlation penalty
- Exit Engine: stop-loss, targets, trailing ATR-based stops
- Delta Analyzer: pipeline agreement tracking with rolling Redis metrics
- Output Formatter: SignalOutput contract + Recommendation schema mapping
- Worker orchestrator: concurrent pipelines with failure isolation
- Main entry point: queue polling with fail-safe config loading

Infrastructure:
- Migration 039: signal_engine_outputs table with 3 indexes
- Helm chart: signalEngine service entry (processing tier)
- Redis key: QUEUE_SIGNAL_ENGINE constant

Tests: 390 tests (unit + property-based) covering all components
Config: dual_pipeline_enabled=false by default (safe rollout)

2026-05-02 07:32:26 +00:00

..

integration

fix: accept any non-empty mode string in signal flow test

2026-04-21 03:08:49 +00:00

replay_fixtures

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

__init__.py

phase 0+1: project scaffold, k8s manifests, CI pipeline, steering, hooks, tests

2026-04-11 03:25:08 -07:00

test_adapters.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_agent_config_resolver.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_agent_variants_api.py

feat: agent variants — migration, API, service integration, frontend, tests

2026-04-17 05:15:42 +00:00

test_aggregation_main.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_aggregation_scoring.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_aggregation_worker.py

feat: signal math upgrade — probabilistic, regime-aware scoring pipeline

2026-04-29 11:41:48 +00:00

test_alerting.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_audit.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_bayesian.py

feat: signal math upgrade — probabilistic, regime-aware scoring pipeline

2026-04-29 11:41:48 +00:00

test_broker_adapter.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_broker_service.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_competitive_api.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_competitive_integration.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_config.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_content.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_contradiction.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_dead_letter.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_dedupe.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_event_classifier.py

feat: add remote vLLM support with provider abstraction layer

2026-04-23 08:17:23 +00:00

test_evidence_ranking.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_exposure_inference.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_exposure.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_extractor_metrics.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_extractor_prompts.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_extractor_schemas.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_extractor_worker.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_fail_closed_broker.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_filings_adapter.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_html_parser.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_iceberg.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_ingestion_unit.py

feat: comprehensive docs, unit tests, docker-compose app services

2026-04-22 02:56:41 +00:00

test_integration_ingest_to_recommendation.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_integration_trading_engine.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_interpolation.py

feat: signal math upgrade — probabilistic, regime-aware scoring pipeline

2026-04-29 11:41:48 +00:00

test_k8s_security.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_lake_publication_validation.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_lake_publisher_jobs.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_lake_publisher.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_logging.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_macro_api.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_macro_integration.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_market_adapter.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_metadata.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_metrics.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_model_validation_unit.py

fix: ruff lint — sort imports, remove unused GateThresholdResult import

2026-05-01 03:08:21 +00:00

test_news_adapter.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_ollama_client.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_operator_approval.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_override.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_paper_trading_simulation.py

fix: dampen agreement factor by sample size in trend confidence to prevent low-evidence inflation

2026-04-17 03:41:39 +00:00

test_paper_trading.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_parser_worker.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_pbt_agent_variants.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_aggregation_integration.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_backtester.py

feat: autonomous trading engine — full implementation

2026-04-15 16:12:22 +00:00

test_pbt_circuit_breaker.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_competitive.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_engine.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_llm_provider.py

feat: add remote vLLM support with provider abstraction layer

2026-04-23 08:17:23 +00:00

test_pbt_macro.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_micro_trading.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_model_validation.py

fix: ruff lint — sort imports, remove unused GateThresholdResult import

2026-05-01 03:08:21 +00:00

test_pbt_notifications.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_operator_approval.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_override.py

feat: override trade tab — manual order entry with auto-registration

2026-04-17 07:02:30 +00:00

test_pbt_pattern_matcher.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_performance.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_position_sizer.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_rebalancer.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_report_chunking.py

feat: trading feedback engine — periodic performance reports with AI summarization

2026-05-01 22:13:09 +00:00

test_pbt_report_sections.py

feat: trading feedback engine — periodic performance reports with AI summarization

2026-05-01 22:13:09 +00:00

test_pbt_report_serialization.py

feat: trading feedback engine — periodic performance reports with AI summarization

2026-05-01 22:13:09 +00:00

test_pbt_report_validation.py

feat: trading feedback engine — periodic performance reports with AI summarization

2026-05-01 22:13:09 +00:00

test_pbt_reserve_pool.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_risk_tier_controller.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_risk_tier_defaults.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_signal_engine_bayesian.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_pbt_signal_engine_confluence.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_pbt_signal_engine_correlation.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_pbt_signal_engine_fibonacci.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_pbt_signal_engine_hard_filter.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_pbt_signal_engine_models.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_pbt_signal_math.py

feat: signal math upgrade — probabilistic, regime-aware scoring pipeline

2026-04-29 11:41:48 +00:00

test_pbt_signal_propagation.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_stop_loss_manager.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_suppression.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_tax_lots.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_pbt_trading_api.py

fix: backtest submission shows no results — 4 bugs fixed

2026-04-17 00:31:17 +00:00

test_pbt_trading_window.py

feat: autonomous trading engine — full implementation

2026-04-15 16:12:22 +00:00

test_projection.py

feat: competitive intelligence & historical pattern matching layer

2026-04-14 19:42:48 +00:00

test_query_api.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_recommendation_eligibility.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_recommendation_worker.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_redis_keys.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_regime.py

feat: signal math upgrade — probabilistic, regime-aware scoring pipeline

2026-04-29 11:41:48 +00:00

test_replay_extraction.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_report_api.py

feat: trading feedback engine — periodic performance reports with AI summarization

2026-05-01 22:13:09 +00:00

test_report_collector.py

feat: trading feedback engine — periodic performance reports with AI summarization

2026-05-01 22:13:09 +00:00

test_report_generator.py

feat: trading feedback engine — periodic performance reports with AI summarization

2026-05-01 22:13:09 +00:00

test_report_sections.py

feat: trading feedback engine — periodic performance reports with AI summarization

2026-05-01 22:13:09 +00:00

test_report_summarizer.py

feat: trading feedback engine — periodic performance reports with AI summarization

2026-05-01 22:13:09 +00:00

test_report_validator.py

feat: trading feedback engine — periodic performance reports with AI summarization

2026-05-01 22:13:09 +00:00

test_resilient_adapter.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_retention.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_risk_engine.py

fix: risk engine now allows sells on over-concentrated positions

2026-04-21 20:25:02 +00:00

test_rollups.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_scheduler_unit.py

feat: comprehensive docs, unit tests, docker-compose app services

2026-04-22 02:56:41 +00:00

test_scheduler.py

feat: raise market_api rate to 20/min, add global Polygon cap at 45/min, add rate-limit API + watchlist warning

2026-04-16 07:26:10 +00:00

test_schemas.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_signal_engine_base.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_config.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_confluence.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_correlation.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_cup_handle.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_elliott_wave.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_exit.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_fibonacci.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_formatter.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_hard_filter.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_heuristic.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_ma_stack.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_normalizer.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_probabilistic.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_rsi.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_engine_worker.py

feat: implement dual-pipeline signal engine service

2026-05-02 07:32:26 +00:00

test_signal_math_unit.py

feat: signal math upgrade — probabilistic, regime-aware scoring pipeline

2026-04-29 11:41:48 +00:00

test_source_accuracy.py

feat: signal math upgrade — probabilistic, regime-aware scoring pipeline

2026-04-29 11:41:48 +00:00

test_storage.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_suppression.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_symbol_registry.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00

test_thesis_llm.py

phase 14-15: docker build validation and helm deployment

2026-04-11 11:59:45 -07:00

test_vllm_client.py

fix: reduce vLLM default max_tokens to 4096, update model to AxionML/Qwen3.5-9B-NVFP4

2026-04-23 19:49:34 +00:00

test_web_scrape_adapter.py

fix: clean up utcnow deprecation warnings, fix 12 failing tests, add CI/CD pipeline manifests

2026-04-18 03:59:28 +00:00