-- ================================================================================================
-- Migration 027: Create get_top_models_24h() PostgreSQL function
-- Utility function for retrieving top performing models in last 24 hours
-- ================================================================================================

-- Function: Get top performing models in last 24 hours
CREATE OR REPLACE FUNCTION get_top_models_24h(
    p_limit INT,
    p_min_predictions INT
)
RETURNS TABLE (
    model_id VARCHAR,
    total_predictions BIGINT,
    accuracy FLOAT,
    sharpe_ratio FLOAT,
    total_pnl FLOAT,
    avg_weight FLOAT
) AS $$
BEGIN
    RETURN QUERY
    SELECT
        COALESCE(mpa.model_id, 'UNKNOWN')::VARCHAR as model_id,
        COALESCE(mpa.total_predictions, 0)::BIGINT as total_predictions,
        COALESCE(mpa.accuracy, 0.0)::FLOAT as accuracy,
        COALESCE(mpa.sharpe_ratio, 0.0)::FLOAT as sharpe_ratio,
        COALESCE(mpa.total_pnl::FLOAT, 0.0) as total_pnl,
        COALESCE(mpa.avg_weight, 0.0)::FLOAT as avg_weight
    FROM model_performance_attribution mpa
    WHERE
        mpa.timestamp >= NOW() - INTERVAL '24 hours'
        AND mpa.total_predictions >= p_min_predictions
    ORDER BY mpa.sharpe_ratio DESC NULLS LAST
    LIMIT p_limit;
END;
$$ LANGUAGE plpgsql;

COMMENT ON FUNCTION get_top_models_24h IS 'Get top N performing models in last 24 hours by Sharpe ratio (requires minimum prediction count)';

-- ================================================================================================
-- END MIGRATION 027
-- ================================================================================================