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schema: add forecast_runs, pickup_snapshots, pickup_curves tables

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forecast_runs was missing, causing all manual/scheduled forecast jobs to
fail on startup. pickup_snapshots and pickup_curves are referenced by the
pickup model but were absent from schema.sql.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
jtricerolph 2026-07-05 11:17:02 +00:00
parent 0e43841783
commit b14d3b414e
1 changed files with 51 additions and 0 deletions
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51
backend/schema.sql
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@ -526,6 +526,24 @@ END $$;
-- FORECASTING TABLES (for Prophet, XGBoost, CatBoost models)
-- ============================================
-- Tracks each forecast job run (scheduled or manual)
CREATE TABLE IF NOT EXISTS forecast_runs (
id SERIAL PRIMARY KEY,
run_id VARCHAR(100) NOT NULL UNIQUE,
run_type VARCHAR(50) DEFAULT 'scheduled',
started_at TIMESTAMP DEFAULT NOW(),
completed_at TIMESTAMP,
status VARCHAR(20) DEFAULT 'running',
forecast_from DATE,
forecast_to DATE,
models_run TEXT,
triggered_by VARCHAR(100),
error_message TEXT
);
CREATE INDEX IF NOT EXISTS idx_forecast_runs_started ON forecast_runs(started_at DESC);
CREATE INDEX IF NOT EXISTS idx_forecast_runs_status ON forecast_runs(status);
-- Forecast metrics configuration
CREATE TABLE IF NOT EXISTS forecast_metrics (
id SERIAL PRIMARY KEY,
@ -670,6 +688,39 @@ CREATE TABLE IF NOT EXISTS pickup_explanations (
CREATE INDEX IF NOT EXISTS idx_pickup_explanations_date ON pickup_explanations(forecast_date, forecast_type);
-- Pickup model: daily OTB snapshots for each stay date
CREATE TABLE IF NOT EXISTS pickup_snapshots (
id SERIAL PRIMARY KEY,
snapshot_date DATE NOT NULL,
stay_date DATE NOT NULL,
days_out INTEGER,
metric_type VARCHAR(50) NOT NULL,
otb_value DECIMAL(12,2),
otb_bookings INTEGER,
prior_year_otb DECIMAL(12,2),
prior_year_final DECIMAL(12,2),
pace_vs_prior_pct DECIMAL(8,2),
created_at TIMESTAMP DEFAULT NOW(),
UNIQUE(snapshot_date, stay_date, metric_type)
);
CREATE INDEX IF NOT EXISTS idx_pickup_snapshots_stay ON pickup_snapshots(stay_date, metric_type);
CREATE INDEX IF NOT EXISTS idx_pickup_snapshots_snap ON pickup_snapshots(snapshot_date);
-- Pickup model: historical booking pace curves per DOW/season
CREATE TABLE IF NOT EXISTS pickup_curves (
id SERIAL PRIMARY KEY,
day_of_week INTEGER NOT NULL,
season VARCHAR(20) NOT NULL,
metric_type VARCHAR(50) NOT NULL,
days_out INTEGER NOT NULL,
avg_pct_of_final DECIMAL(8,4),
std_dev DECIMAL(8,4),
sample_count INTEGER,
updated_at TIMESTAMP DEFAULT NOW(),
UNIQUE(day_of_week, season, metric_type, days_out)
);
-- Monthly budgets from FD
CREATE TABLE IF NOT EXISTS monthly_budgets (
id SERIAL PRIMARY KEY,