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

..

001_initial_schema.sql

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

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

002_documents_and_intelligence.sql

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

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

003_trends_recommendations_orders.sql

fix: risk engine command points to services.risk.app, redis password, window quoting

2026-04-11 14:15:47 -07:00

004_dedupe_indexes.sql

phase 14-15: docker build validation and helm deployment

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

005_parser_output_ref.sql

phase 14-15: docker build validation and helm deployment

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

006_model_performance_metrics.sql

phase 14-15: docker build validation and helm deployment

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

007_disagreement_details.sql

phase 14-15: docker build validation and helm deployment

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

008_trend_evidence.sql

phase 14-15: docker build validation and helm deployment

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

009_recommendation_persistence.sql

phase 14-15: docker build validation and helm deployment

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

010_risk_configuration.sql

phase 14-15: docker build validation and helm deployment

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

011_paper_trading_positions_unique.sql

phase 14-15: docker build validation and helm deployment

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

012_audit_trail_indexes.sql

phase 14-15: docker build validation and helm deployment

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

013_operator_approval_workflow.sql

phase 14-15: docker build validation and helm deployment

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

014_retention_policies.sql

phase 16: custom superset image with trino driver, fix security context

2026-04-11 17:18:17 -07:00

015_saved_queries.sql

phase 16: React dashboard with full platform control and analytics

2026-04-11 16:19:46 -07:00

016_global_news_interpolation.sql

feat: competitive intelligence & historical pattern matching layer

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

017_competitive_historical_patterns.sql

feat: competitive intelligence & historical pattern matching layer

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

018_autonomous_trading_engine.sql

feat: add paper trading capital controls — API endpoint + UI with presets, fix status/metrics to read real state, fix migration duplicates

2026-04-16 14:06:30 +00:00

019_enable_paper_trading.sql

feat: upgrade paper trading to $100k moderate tier

2026-04-16 00:37:35 +00:00

020_grouped_daily_market_source.sql

feat: add Polygon grouped daily endpoint for broad market data

2026-04-15 22:38:18 +00:00

021_seed_saved_queries.sql

feat: add 11 new saved queries, fix window quoting and cross-table join in samples

2026-04-16 07:14:44 +00:00

022_round_float_overload.sql

fix: add round(double precision, integer) overload so ad-hoc queries work without ::numeric casts

2026-04-16 07:10:23 +00:00

023_trend_windows_upsert_and_cleanup.sql

fix: migrations preserve trend history across reinstalls

2026-04-17 01:15:28 +00:00

024_trend_history.sql

fix: migrations preserve trend history across reinstalls

2026-04-17 01:15:28 +00:00

025_intraday_market_source.sql

feat: intraday hourly price bars via Polygon range endpoint

2026-04-17 01:13:24 +00:00

026_ai_agents.sql

fix: switch ai_agents seed from vllm to ollama qwen3.5:9b-fast

2026-04-30 04:46:04 +00:00

027_agent_variants.sql

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

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

028_backfill_recommendation_evidence.sql

fix: backfill recommendation evidence for existing recommendations

2026-04-17 07:37:14 +00:00

029_sync_agent_prompts.sql

fix: stop migrations from resetting ai_agents model_name, default to vllm/AxionML/Qwen3.5-9B-NVFP4

2026-04-28 18:58:13 +00:00

030_fix_trend_windows_id_default.sql

fix: trend_windows.id missing gen_random_uuid() default

2026-04-17 17:27:41 +00:00

031_fix_agent_defaults.sql

fix: reduce max_tokens to 2048 to fit 8192 context window

2026-04-29 06:18:26 +00:00

031_fix_max_tokens_default.sql

fix: beta trading pipeline — max_tokens default, approval re-enqueue, credentials

2026-04-28 14:13:58 +00:00

032_seed_default_risk_config.sql

feat: seed default risk_configs with macro and competitive layers enabled

2026-04-28 16:34:40 +00:00

033_stop_hardcoding_agent_model.sql

fix: stop migrations from resetting ai_agents model_name, default to vllm/AxionML/Qwen3.5-9B-NVFP4

2026-04-28 18:58:13 +00:00

034_source_accuracy.sql

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

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

035_model_validation.sql

fix: widen horizon/mode columns in prediction_snapshots to VARCHAR(50)

2026-05-01 04:27:19 +00:00

036_validation_saved_queries.sql

feat: add 15 validation saved queries for SQL Explorer (migration 036)

2026-05-01 19:15:54 +00:00

037_integrity_saved_queries.sql

feat: add 12 integrity check saved queries for SQL Explorer (migration 037)

2026-05-01 19:20:56 +00:00

038_trading_reports.sql

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

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

039_signal_engine_outputs.sql

feat: implement dual-pipeline signal engine service

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