feat: Intelligence Pipeline v3 — full implementation
Multi-stage evidence-grounded inference architecture replacing the monolithic 9B model extraction pipeline. CPU-first specialist services handle routine extraction while the 9B vLLM model is preserved for semantic adjudication of ambiguous cases. Key components: - Capability-aware inference gateway (OpenAI-compatible + Ollama) - Endpoint registry with DB migrations and REST API - Sentence-aware document segmenter (property tests) - Deterministic financial parsing with offset integrity - Symbol resolution with ambiguity detection - Specialist service (GLiNER2, dynamic batching, K8s deployment) - Company-specific sentiment (FinBERT, calibration) - Retrieval-based novelty and duplicate detection - Confidence calibration pipeline - Deterministic routing engine (property tests) - 9B adjudication layer with VRAM gating - Stock-specific impact model (features, labels, baseline, trained) - Pipeline orchestrator (state machine, queues, leases, feature flags) - Bounded parallelism (async workers, semaphore, load shedding) - Observability (tracing, metrics, alerts) - Compatibility adapter (v3→v2 golden mapping tests) - Shadow/canary promotion framework - Active learning and fine-tuning pipeline Test results: 1,161 tests pass, ruff lint clean. All 282 spec tasks completed.
This commit is contained in:
Celes Renata
@@ -0,0 +1,122 @@
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-- Migration 040: Inference Registry
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-- Creates tables for the capability-aware inference gateway:
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-- inference_endpoints, model_deployments, agent_stage_bindings
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-- Adds lineage columns to agent_performance_log for v3 provenance tracking.
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-- ─── Helper: auto-update updated_at on row modification ───────────────────────
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CREATE OR REPLACE FUNCTION update_updated_at_column()
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RETURNS TRIGGER AS $$
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BEGIN
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NEW.updated_at = now();
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RETURN NEW;
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END;
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$$ LANGUAGE plpgsql;
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-- ─── inference_endpoints ──────────────────────────────────────────────────────
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-- Stores registered inference service endpoints (Ollama, vLLM, OpenAI-compat, specialist).
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CREATE TABLE IF NOT EXISTS inference_endpoints (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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name TEXT NOT NULL UNIQUE,
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protocol TEXT NOT NULL CHECK (protocol IN ('ollama_native', 'openai_chat', 'specialist_http')),
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base_url TEXT NOT NULL,
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auth_secret_ref TEXT,
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auth_scheme TEXT NOT NULL DEFAULT 'bearer',
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default_headers JSONB NOT NULL DEFAULT '{}',
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health_path TEXT,
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enabled BOOLEAN NOT NULL DEFAULT TRUE,
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revision INTEGER NOT NULL DEFAULT 1,
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created_at TIMESTAMPTZ NOT NULL DEFAULT now(),
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updated_at TIMESTAMPTZ NOT NULL DEFAULT now()
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);
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CREATE INDEX IF NOT EXISTS idx_inference_endpoints_protocol
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ON inference_endpoints(protocol);
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-- Auto-update updated_at on inference_endpoints changes
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DROP TRIGGER IF EXISTS trg_inference_endpoints_updated_at ON inference_endpoints;
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CREATE TRIGGER trg_inference_endpoints_updated_at
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BEFORE UPDATE ON inference_endpoints
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FOR EACH ROW EXECUTE FUNCTION update_updated_at_column();
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-- ─── model_deployments ────────────────────────────────────────────────────────
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-- A model served by an endpoint, with declared capabilities and limits.
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CREATE TABLE IF NOT EXISTS model_deployments (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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endpoint_id UUID NOT NULL REFERENCES inference_endpoints(id) ON DELETE CASCADE,
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served_model_name TEXT NOT NULL,
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display_name TEXT NOT NULL,
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capabilities JSONB NOT NULL,
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context_window INTEGER,
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max_output_tokens INTEGER,
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quantization TEXT,
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runtime_metadata JSONB NOT NULL DEFAULT '{}',
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enabled BOOLEAN NOT NULL DEFAULT TRUE,
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revision INTEGER NOT NULL DEFAULT 1,
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created_at TIMESTAMPTZ NOT NULL DEFAULT now(),
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updated_at TIMESTAMPTZ NOT NULL DEFAULT now(),
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UNIQUE(endpoint_id, served_model_name)
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);
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CREATE INDEX IF NOT EXISTS idx_model_deployments_endpoint
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ON model_deployments(endpoint_id);
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-- Auto-update updated_at on model_deployments changes
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DROP TRIGGER IF EXISTS trg_model_deployments_updated_at ON model_deployments;
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CREATE TRIGGER trg_model_deployments_updated_at
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BEFORE UPDATE ON model_deployments
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FOR EACH ROW EXECUTE FUNCTION update_updated_at_column();
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-- ─── agent_stage_bindings ─────────────────────────────────────────────────────
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-- Maps an agent + pipeline stage to one or more ordered model deployments.
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CREATE TABLE IF NOT EXISTS agent_stage_bindings (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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agent_id UUID NOT NULL REFERENCES ai_agents(id) ON DELETE CASCADE,
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stage TEXT NOT NULL,
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model_deployment_id UUID REFERENCES model_deployments(id) ON DELETE SET NULL,
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route_order INTEGER NOT NULL DEFAULT 0,
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routing_config JSONB NOT NULL DEFAULT '{}',
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is_active BOOLEAN NOT NULL DEFAULT TRUE,
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revision INTEGER NOT NULL DEFAULT 1,
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created_at TIMESTAMPTZ NOT NULL DEFAULT now(),
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updated_at TIMESTAMPTZ NOT NULL DEFAULT now(),
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UNIQUE(agent_id, stage, route_order)
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);
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CREATE INDEX IF NOT EXISTS idx_agent_stage_bindings_agent
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ON agent_stage_bindings(agent_id);
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CREATE INDEX IF NOT EXISTS idx_agent_stage_bindings_deployment
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ON agent_stage_bindings(model_deployment_id);
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-- Auto-update updated_at on agent_stage_bindings changes
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DROP TRIGGER IF EXISTS trg_agent_stage_bindings_updated_at ON agent_stage_bindings;
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CREATE TRIGGER trg_agent_stage_bindings_updated_at
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BEFORE UPDATE ON agent_stage_bindings
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FOR EACH ROW EXECUTE FUNCTION update_updated_at_column();
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-- ─── Additive lineage columns on agent_performance_log ────────────────────────
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-- Tracks which endpoint/deployment/binding was used for each logged invocation.
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-- NOTE: Revision increment logic is handled at the application layer:
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-- each UPDATE to inference_endpoints, model_deployments, or agent_stage_bindings
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-- should increment the revision column (enforced by service code, not DB trigger,
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-- to allow flexible conflict resolution).
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ALTER TABLE agent_performance_log
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ADD COLUMN IF NOT EXISTS endpoint_id UUID REFERENCES inference_endpoints(id) ON DELETE SET NULL;
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ALTER TABLE agent_performance_log
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ADD COLUMN IF NOT EXISTS deployment_id UUID REFERENCES model_deployments(id) ON DELETE SET NULL;
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ALTER TABLE agent_performance_log
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ADD COLUMN IF NOT EXISTS binding_revision INTEGER;
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ALTER TABLE agent_performance_log
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ADD COLUMN IF NOT EXISTS structured_mode TEXT;
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CREATE INDEX IF NOT EXISTS idx_agent_perf_endpoint
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ON agent_performance_log(endpoint_id)
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WHERE endpoint_id IS NOT NULL;
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CREATE INDEX IF NOT EXISTS idx_agent_perf_deployment
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ON agent_performance_log(deployment_id)
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WHERE deployment_id IS NOT NULL;
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@@ -0,0 +1,350 @@
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-- Migration 041: V3 Pipeline Persistence Tables
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-- Creates tables for the Intelligence Pipeline v3 staged evidence architecture:
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-- v3_pipeline_runs, v3_stage_runs, v3_document_chunks, v3_evidence_spans,
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-- v3_extracted_entities, v3_extracted_facts, v3_extracted_relations,
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-- v3_rejected_candidates, v3_company_signal_candidates,
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-- v3_adjudication_decisions, v3_routing_decisions, v3_stage_lineage
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-- Includes idempotency keys, immutable-revision constraints, and appropriate indexes.
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-- ═══════════════════════════════════════════════════════════════════════════════
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-- 20.1: Pipeline runs and stage runs
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-- ═══════════════════════════════════════════════════════════════════════════════
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-- ─── v3_pipeline_runs ─────────────────────────────────────────────────────────
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-- Top-level pipeline execution record for a document.
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CREATE TABLE IF NOT EXISTS v3_pipeline_runs (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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document_id UUID NOT NULL,
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pipeline_version TEXT NOT NULL DEFAULT 'v3.0',
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status TEXT NOT NULL DEFAULT 'pending' CHECK (status IN ('pending', 'running', 'completed', 'failed')),
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started_at TIMESTAMPTZ,
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completed_at TIMESTAMPTZ,
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idempotency_key TEXT NOT NULL UNIQUE,
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error TEXT,
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created_at TIMESTAMPTZ NOT NULL DEFAULT now()
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);
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CREATE INDEX IF NOT EXISTS idx_v3_pipeline_runs_document
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ON v3_pipeline_runs(document_id);
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CREATE INDEX IF NOT EXISTS idx_v3_pipeline_runs_status
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ON v3_pipeline_runs(status);
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CREATE INDEX IF NOT EXISTS idx_v3_pipeline_runs_created
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ON v3_pipeline_runs(created_at DESC);
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-- ─── v3_stage_runs ────────────────────────────────────────────────────────────
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-- Individual stage execution within a pipeline run.
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CREATE TABLE IF NOT EXISTS v3_stage_runs (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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pipeline_run_id UUID NOT NULL REFERENCES v3_pipeline_runs(id) ON DELETE CASCADE,
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stage TEXT NOT NULL CHECK (stage IN (
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'segmentation', 'extraction', 'sentiment', 'novelty',
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'routing', 'adjudication', 'impact', 'persistence'
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)),
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status TEXT NOT NULL DEFAULT 'pending' CHECK (status IN ('pending', 'running', 'completed', 'failed', 'skipped')),
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started_at TIMESTAMPTZ,
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completed_at TIMESTAMPTZ,
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endpoint_id UUID REFERENCES inference_endpoints(id) ON DELETE SET NULL,
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deployment_id UUID REFERENCES model_deployments(id) ON DELETE SET NULL,
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model_version TEXT,
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schema_version TEXT,
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input_refs JSONB NOT NULL DEFAULT '[]',
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output_refs JSONB NOT NULL DEFAULT '[]',
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trace_id TEXT,
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error TEXT,
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created_at TIMESTAMPTZ NOT NULL DEFAULT now()
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);
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CREATE INDEX IF NOT EXISTS idx_v3_stage_runs_pipeline
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ON v3_stage_runs(pipeline_run_id);
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CREATE INDEX IF NOT EXISTS idx_v3_stage_runs_stage
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ON v3_stage_runs(stage);
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CREATE INDEX IF NOT EXISTS idx_v3_stage_runs_status
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ON v3_stage_runs(status);
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-- ═══════════════════════════════════════════════════════════════════════════════
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-- 20.2: Document chunks and evidence spans
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-- ═══════════════════════════════════════════════════════════════════════════════
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-- ─── v3_document_chunks ───────────────────────────────────────────────────────
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-- Segmented document chunks with offset tracking.
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CREATE TABLE IF NOT EXISTS v3_document_chunks (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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document_id UUID NOT NULL,
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chunk_id TEXT NOT NULL,
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section_path JSONB NOT NULL DEFAULT '[]',
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speaker TEXT,
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start_char INTEGER NOT NULL,
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end_char INTEGER NOT NULL,
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text TEXT NOT NULL,
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overlap_left INTEGER NOT NULL DEFAULT 0,
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overlap_right INTEGER NOT NULL DEFAULT 0,
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boilerplate_score REAL NOT NULL DEFAULT 0.0,
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document_type TEXT,
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created_at TIMESTAMPTZ NOT NULL DEFAULT now(),
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UNIQUE(document_id, chunk_id)
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);
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CREATE INDEX IF NOT EXISTS idx_v3_document_chunks_document
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ON v3_document_chunks(document_id);
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CREATE INDEX IF NOT EXISTS idx_v3_document_chunks_type
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ON v3_document_chunks(document_type)
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WHERE document_type IS NOT NULL;
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-- ─── v3_evidence_spans ────────────────────────────────────────────────────────
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-- Exact source text with character offsets for provenance.
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CREATE TABLE IF NOT EXISTS v3_evidence_spans (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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document_id UUID NOT NULL,
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chunk_id TEXT,
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start_char INTEGER NOT NULL,
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end_char INTEGER NOT NULL,
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text TEXT NOT NULL,
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checksum TEXT NOT NULL,
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created_at TIMESTAMPTZ NOT NULL DEFAULT now()
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);
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CREATE INDEX IF NOT EXISTS idx_v3_evidence_spans_document
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ON v3_evidence_spans(document_id);
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CREATE INDEX IF NOT EXISTS idx_v3_evidence_spans_checksum
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ON v3_evidence_spans(checksum);
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-- ═══════════════════════════════════════════════════════════════════════════════
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-- 20.3: Extracted entities, facts, relations, and rejected candidates
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-- ═══════════════════════════════════════════════════════════════════════════════
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-- ─── v3_extracted_entities ────────────────────────────────────────────────────
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-- Entities discovered during extraction (companies, people, orgs, etc.).
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CREATE TABLE IF NOT EXISTS v3_extracted_entities (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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pipeline_run_id UUID NOT NULL REFERENCES v3_pipeline_runs(id) ON DELETE CASCADE,
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entity_type TEXT NOT NULL,
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literal_text TEXT NOT NULL,
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canonical_id UUID,
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evidence_span_id UUID REFERENCES v3_evidence_spans(id) ON DELETE SET NULL,
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confidence REAL NOT NULL DEFAULT 0.0,
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derivation TEXT NOT NULL DEFAULT 'specialist',
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created_at TIMESTAMPTZ NOT NULL DEFAULT now()
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);
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CREATE INDEX IF NOT EXISTS idx_v3_extracted_entities_pipeline
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ON v3_extracted_entities(pipeline_run_id);
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CREATE INDEX IF NOT EXISTS idx_v3_extracted_entities_canonical
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ON v3_extracted_entities(canonical_id)
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WHERE canonical_id IS NOT NULL;
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CREATE INDEX IF NOT EXISTS idx_v3_extracted_entities_type
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ON v3_extracted_entities(entity_type);
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-- ─── v3_extracted_facts ───────────────────────────────────────────────────────
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-- Structured facts (numeric values, dates, amounts, etc.).
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CREATE TABLE IF NOT EXISTS v3_extracted_facts (
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
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pipeline_run_id UUID NOT NULL REFERENCES v3_pipeline_runs(id) ON DELETE CASCADE,
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fact_type TEXT NOT NULL,
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subject_entity_id UUID REFERENCES v3_extracted_entities(id) ON DELETE SET NULL,
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predicate TEXT NOT NULL,
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literal_value TEXT NOT NULL,
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normalized_value JSONB,
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unit TEXT,
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period JSONB,
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evidence_span_ids UUID[] NOT NULL DEFAULT '{}',
|
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confidence REAL NOT NULL DEFAULT 0.0,
|
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derivation TEXT NOT NULL DEFAULT 'deterministic',
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created_at TIMESTAMPTZ NOT NULL DEFAULT now()
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);
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CREATE INDEX IF NOT EXISTS idx_v3_extracted_facts_pipeline
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ON v3_extracted_facts(pipeline_run_id);
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|
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CREATE INDEX IF NOT EXISTS idx_v3_extracted_facts_subject
|
||||
ON v3_extracted_facts(subject_entity_id)
|
||||
WHERE subject_entity_id IS NOT NULL;
|
||||
|
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CREATE INDEX IF NOT EXISTS idx_v3_extracted_facts_type
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||||
ON v3_extracted_facts(fact_type);
|
||||
|
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-- ─── v3_extracted_relations ───────────────────────────────────────────────────
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-- Relations between entities (competes_with, supplies, etc.).
|
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CREATE TABLE IF NOT EXISTS v3_extracted_relations (
|
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id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
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pipeline_run_id UUID NOT NULL REFERENCES v3_pipeline_runs(id) ON DELETE CASCADE,
|
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relation_type TEXT NOT NULL,
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source_entity_id UUID NOT NULL REFERENCES v3_extracted_entities(id) ON DELETE CASCADE,
|
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target_entity_id UUID NOT NULL REFERENCES v3_extracted_entities(id) ON DELETE CASCADE,
|
||||
evidence_span_ids UUID[] NOT NULL DEFAULT '{}',
|
||||
confidence REAL NOT NULL DEFAULT 0.0,
|
||||
derivation TEXT NOT NULL DEFAULT 'specialist',
|
||||
created_at TIMESTAMPTZ NOT NULL DEFAULT now()
|
||||
);
|
||||
|
||||
CREATE INDEX IF NOT EXISTS idx_v3_extracted_relations_pipeline
|
||||
ON v3_extracted_relations(pipeline_run_id);
|
||||
|
||||
CREATE INDEX IF NOT EXISTS idx_v3_extracted_relations_source
|
||||
ON v3_extracted_relations(source_entity_id);
|
||||
|
||||
CREATE INDEX IF NOT EXISTS idx_v3_extracted_relations_target
|
||||
ON v3_extracted_relations(target_entity_id);
|
||||
|
||||
-- ─── v3_rejected_candidates ──────────────────────────────────────────────────
|
||||
-- Candidates that failed validation or were rejected by a stage.
|
||||
CREATE TABLE IF NOT EXISTS v3_rejected_candidates (
|
||||
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||
pipeline_run_id UUID NOT NULL REFERENCES v3_pipeline_runs(id) ON DELETE CASCADE,
|
||||
candidate_type TEXT NOT NULL,
|
||||
candidate_data JSONB NOT NULL,
|
||||
rejection_reason TEXT NOT NULL,
|
||||
stage TEXT NOT NULL,
|
||||
created_at TIMESTAMPTZ NOT NULL DEFAULT now()
|
||||
);
|
||||
|
||||
CREATE INDEX IF NOT EXISTS idx_v3_rejected_candidates_pipeline
|
||||
ON v3_rejected_candidates(pipeline_run_id);
|
||||
|
||||
CREATE INDEX IF NOT EXISTS idx_v3_rejected_candidates_stage
|
||||
ON v3_rejected_candidates(stage);
|
||||
|
||||
-- ═══════════════════════════════════════════════════════════════════════════════
|
||||
-- 20.4: Company signal candidates and probability distributions
|
||||
-- ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
-- ─── v3_company_signal_candidates ─────────────────────────────────────────────
|
||||
-- Per-company signal output with full probability distributions.
|
||||
CREATE TABLE IF NOT EXISTS v3_company_signal_candidates (
|
||||
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||
pipeline_run_id UUID NOT NULL REFERENCES v3_pipeline_runs(id) ON DELETE CASCADE,
|
||||
company_id UUID NOT NULL REFERENCES companies(id) ON DELETE CASCADE,
|
||||
relevance_probability REAL NOT NULL DEFAULT 0.0,
|
||||
event_probabilities JSONB NOT NULL DEFAULT '{}',
|
||||
sentiment_probabilities JSONB NOT NULL DEFAULT '{}',
|
||||
direction_probabilities JSONB NOT NULL DEFAULT '{}',
|
||||
horizon_probabilities JSONB NOT NULL DEFAULT '{}',
|
||||
expected_magnitude REAL,
|
||||
evidence_span_ids UUID[] NOT NULL DEFAULT '{}',
|
||||
routing_reasons TEXT[] NOT NULL DEFAULT '{}',
|
||||
adjudicated BOOLEAN NOT NULL DEFAULT FALSE,
|
||||
created_at TIMESTAMPTZ NOT NULL DEFAULT now()
|
||||
);
|
||||
|
||||
CREATE INDEX IF NOT EXISTS idx_v3_signal_candidates_pipeline
|
||||
ON v3_company_signal_candidates(pipeline_run_id);
|
||||
|
||||
CREATE INDEX IF NOT EXISTS idx_v3_signal_candidates_company
|
||||
ON v3_company_signal_candidates(company_id);
|
||||
|
||||
CREATE INDEX IF NOT EXISTS idx_v3_signal_candidates_adjudicated
|
||||
ON v3_company_signal_candidates(adjudicated)
|
||||
WHERE adjudicated = TRUE;
|
||||
|
||||
-- ═══════════════════════════════════════════════════════════════════════════════
|
||||
-- 20.5: Adjudication decisions, routing reasons, calibration, and model lineage
|
||||
-- ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
-- ─── v3_stage_lineage ─────────────────────────────────────────────────────────
|
||||
-- Detailed model/endpoint lineage for each stage invocation.
|
||||
-- Created before adjudication_decisions because it is referenced as a FK.
|
||||
CREATE TABLE IF NOT EXISTS v3_stage_lineage (
|
||||
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||
stage_run_id UUID NOT NULL REFERENCES v3_stage_runs(id) ON DELETE CASCADE,
|
||||
endpoint_id UUID REFERENCES inference_endpoints(id) ON DELETE SET NULL,
|
||||
deployment_id UUID REFERENCES model_deployments(id) ON DELETE SET NULL,
|
||||
model TEXT,
|
||||
protocol TEXT,
|
||||
structured_mode TEXT,
|
||||
request_id TEXT,
|
||||
latency_ms INTEGER,
|
||||
retries INTEGER NOT NULL DEFAULT 0,
|
||||
trace_id TEXT,
|
||||
created_at TIMESTAMPTZ NOT NULL DEFAULT now()
|
||||
);
|
||||
|
||||
CREATE INDEX IF NOT EXISTS idx_v3_stage_lineage_stage_run
|
||||
ON v3_stage_lineage(stage_run_id);
|
||||
|
||||
CREATE INDEX IF NOT EXISTS idx_v3_stage_lineage_endpoint
|
||||
ON v3_stage_lineage(endpoint_id)
|
||||
WHERE endpoint_id IS NOT NULL;
|
||||
|
||||
-- ─── v3_adjudication_decisions ────────────────────────────────────────────────
|
||||
-- Decisions made by the 9B adjudicator for ambiguous documents.
|
||||
CREATE TABLE IF NOT EXISTS v3_adjudication_decisions (
|
||||
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||
pipeline_run_id UUID NOT NULL REFERENCES v3_pipeline_runs(id) ON DELETE CASCADE,
|
||||
question_codes TEXT[] NOT NULL DEFAULT '{}',
|
||||
candidates JSONB NOT NULL DEFAULT '{}',
|
||||
decision JSONB NOT NULL DEFAULT '{}',
|
||||
evidence_span_ids UUID[] NOT NULL DEFAULT '{}',
|
||||
model_lineage_id UUID REFERENCES v3_stage_lineage(id) ON DELETE SET NULL,
|
||||
created_at TIMESTAMPTZ NOT NULL DEFAULT now()
|
||||
);
|
||||
|
||||
CREATE INDEX IF NOT EXISTS idx_v3_adjudication_pipeline
|
||||
ON v3_adjudication_decisions(pipeline_run_id);
|
||||
|
||||
-- ─── v3_routing_decisions ─────────────────────────────────────────────────────
|
||||
-- Records of fast-path vs adjudication routing decisions.
|
||||
CREATE TABLE IF NOT EXISTS v3_routing_decisions (
|
||||
id UUID PRIMARY KEY DEFAULT gen_random_uuid(),
|
||||
pipeline_run_id UUID NOT NULL REFERENCES v3_pipeline_runs(id) ON DELETE CASCADE,
|
||||
document_id UUID NOT NULL,
|
||||
route TEXT NOT NULL CHECK (route IN ('fast_path', 'adjudication')),
|
||||
reason_codes TEXT[] NOT NULL DEFAULT '{}',
|
||||
confidence_features JSONB NOT NULL DEFAULT '{}',
|
||||
decided_at TIMESTAMPTZ NOT NULL DEFAULT now()
|
||||
);
|
||||
|
||||
CREATE INDEX IF NOT EXISTS idx_v3_routing_pipeline
|
||||
ON v3_routing_decisions(pipeline_run_id);
|
||||
|
||||
CREATE INDEX IF NOT EXISTS idx_v3_routing_route
|
||||
ON v3_routing_decisions(route);
|
||||
|
||||
-- ═══════════════════════════════════════════════════════════════════════════════
|
||||
-- 20.6: Idempotency and immutable-revision constraints
|
||||
-- ═══════════════════════════════════════════════════════════════════════════════
|
||||
|
||||
-- Pipeline runs: idempotency_key UNIQUE is already defined above in the table.
|
||||
-- Stage runs: unique per pipeline_run_id + stage to prevent duplicate stage execution.
|
||||
CREATE UNIQUE INDEX IF NOT EXISTS idx_v3_stage_runs_idempotent
|
||||
ON v3_stage_runs(pipeline_run_id, stage);
|
||||
|
||||
-- Company signal candidates: unique per pipeline_run_id + company_id.
|
||||
CREATE UNIQUE INDEX IF NOT EXISTS idx_v3_signal_candidates_idempotent
|
||||
ON v3_company_signal_candidates(pipeline_run_id, company_id);
|
||||
|
||||
-- Routing decisions: unique per pipeline_run_id (one routing decision per run).
|
||||
CREATE UNIQUE INDEX IF NOT EXISTS idx_v3_routing_idempotent
|
||||
ON v3_routing_decisions(pipeline_run_id);
|
||||
|
||||
-- Evidence spans: unique by document + checksum to avoid storing duplicates.
|
||||
CREATE UNIQUE INDEX IF NOT EXISTS idx_v3_evidence_spans_idempotent
|
||||
ON v3_evidence_spans(document_id, checksum);
|
||||
|
||||
-- Immutable revision rule: pipeline_runs and stage_runs cannot be updated once completed.
|
||||
-- Enforced via trigger: reject updates to rows where status = 'completed' or 'failed'.
|
||||
CREATE OR REPLACE FUNCTION v3_immutable_completed_row()
|
||||
RETURNS TRIGGER AS $$
|
||||
BEGIN
|
||||
IF OLD.status IN ('completed', 'failed') THEN
|
||||
RAISE EXCEPTION 'Cannot modify a % record with status=%', TG_TABLE_NAME, OLD.status;
|
||||
END IF;
|
||||
RETURN NEW;
|
||||
END;
|
||||
$$ LANGUAGE plpgsql;
|
||||
|
||||
DROP TRIGGER IF EXISTS trg_v3_pipeline_runs_immutable ON v3_pipeline_runs;
|
||||
CREATE TRIGGER trg_v3_pipeline_runs_immutable
|
||||
BEFORE UPDATE ON v3_pipeline_runs
|
||||
FOR EACH ROW EXECUTE FUNCTION v3_immutable_completed_row();
|
||||
|
||||
DROP TRIGGER IF EXISTS trg_v3_stage_runs_immutable ON v3_stage_runs;
|
||||
CREATE TRIGGER trg_v3_stage_runs_immutable
|
||||
BEFORE UPDATE ON v3_stage_runs
|
||||
FOR EACH ROW EXECUTE FUNCTION v3_immutable_completed_row();
|
||||
@@ -0,0 +1,74 @@
|
||||
-- Migration 042: Seed Inference Registry
|
||||
-- Populates initial endpoint profiles and model deployments for the
|
||||
-- existing Ollama and vLLM services.
|
||||
--
|
||||
-- Task 18.1: Create the current Ollama endpoint profile
|
||||
-- Task 18.2: Create the current vLLM OpenAI-compatible endpoint profile
|
||||
-- Task 18.3: Create model deployments matching actual runtime state
|
||||
--
|
||||
-- This is a DATA migration. The schema was created in 040_inference_registry.sql.
|
||||
-- Uses ON CONFLICT DO NOTHING for idempotency.
|
||||
|
||||
-- ─── 18.1: Ollama endpoint profile ───────────────────────────────────────────
|
||||
INSERT INTO inference_endpoints (id, name, protocol, base_url, auth_secret_ref, auth_scheme, default_headers, health_path, enabled)
|
||||
VALUES (
|
||||
'a0000000-0000-4000-8000-000000000001'::uuid,
|
||||
'stonks-ollama',
|
||||
'ollama_native',
|
||||
'http://ollama.ollama-service.svc.cluster.local:11434',
|
||||
NULL,
|
||||
'none',
|
||||
'{}',
|
||||
'/api/tags',
|
||||
TRUE
|
||||
)
|
||||
ON CONFLICT (name) DO NOTHING;
|
||||
|
||||
-- ─── 18.2: vLLM OpenAI-compatible endpoint profile ──────────────────────────
|
||||
INSERT INTO inference_endpoints (id, name, protocol, base_url, auth_secret_ref, auth_scheme, default_headers, health_path, enabled)
|
||||
VALUES (
|
||||
'a0000000-0000-4000-8000-000000000002'::uuid,
|
||||
'stonks-vllm',
|
||||
'openai_chat',
|
||||
'http://kube-vllm.stonks-oracle.svc.cluster.local:8000',
|
||||
NULL,
|
||||
'none',
|
||||
'{}',
|
||||
'/health',
|
||||
TRUE
|
||||
)
|
||||
ON CONFLICT (name) DO NOTHING;
|
||||
|
||||
-- ─── 18.3: Model deployments ─────────────────────────────────────────────────
|
||||
|
||||
-- Ollama model deployment (qwen3.5:9b served via Ollama native protocol)
|
||||
INSERT INTO model_deployments (id, endpoint_id, served_model_name, display_name, capabilities, context_window, max_output_tokens, quantization, runtime_metadata, enabled)
|
||||
VALUES (
|
||||
'b0000000-0000-4000-8000-000000000001'::uuid,
|
||||
'a0000000-0000-4000-8000-000000000001'::uuid,
|
||||
'qwen3.5:9b',
|
||||
'Qwen 3.5 9B (Ollama)',
|
||||
'{"chat_completions": true, "json_schema": false, "json_object": true, "seed": false, "usage": false, "max_completion_tokens": false, "model_listing": true}',
|
||||
32768,
|
||||
32768,
|
||||
NULL,
|
||||
'{"source": "ollama_native", "notes": "Ollama-served model with native JSON mode"}',
|
||||
TRUE
|
||||
)
|
||||
ON CONFLICT (endpoint_id, served_model_name) DO NOTHING;
|
||||
|
||||
-- vLLM model deployment (AxionML/Qwen3.5-9B-NVFP4 on RTX 4070 Ti SUPER)
|
||||
INSERT INTO model_deployments (id, endpoint_id, served_model_name, display_name, capabilities, context_window, max_output_tokens, quantization, runtime_metadata, enabled)
|
||||
VALUES (
|
||||
'b0000000-0000-4000-8000-000000000002'::uuid,
|
||||
'a0000000-0000-4000-8000-000000000002'::uuid,
|
||||
'AxionML/Qwen3.5-9B-NVFP4',
|
||||
'Qwen 3.5 9B NVFP4 (vLLM)',
|
||||
'{"chat_completions": true, "json_schema": true, "json_object": true, "seed": true, "usage": true, "max_completion_tokens": true, "model_listing": true}',
|
||||
8192,
|
||||
2048,
|
||||
'NVFP4',
|
||||
'{"gpu": "RTX 4070 Ti SUPER", "gpu_memory_utilization": 0.80, "max_num_seqs": 8, "vllm_structured_outputs": true}',
|
||||
TRUE
|
||||
)
|
||||
ON CONFLICT (endpoint_id, served_model_name) DO NOTHING;
|
||||
Reference in New Issue
Block a user