-- autoSMART Migration v1 → v2 -- Migrates existing data from smart_readings (blob JSONB) to new schema -- Date: 2026-05-20 -- Execution time: ~5-15 minutes for 151K readings -- NOTE: Only baseline + full readings are migrated (differential are empty due to bug) BEGIN; -- ============================================================================ -- PHASE 1: Populate smart_param_catalog from smart_thresholds + auto-discovery -- ============================================================================ DO $$ DECLARE v_param TEXT; v_threshold_rec RECORD; BEGIN RAISE NOTICE '[PHASE 1] Populating smart_param_catalog...'; FOR v_threshold_rec IN SELECT parameter_name, warning_threshold, critical_threshold, weight, description FROM smart_thresholds LOOP INSERT INTO smart_param_catalog (param_name, description, warning_threshold, critical_threshold, health_weight, is_critical, unit) VALUES ( v_threshold_rec.parameter_name, v_threshold_rec.description, v_threshold_rec.warning_threshold, v_threshold_rec.critical_threshold, v_threshold_rec.weight, (v_threshold_rec.weight >= 8.0), 'count' ) ON CONFLICT (param_name) DO UPDATE SET warning_threshold = EXCLUDED.warning_threshold, critical_threshold = EXCLUDED.critical_threshold, health_weight = EXCLUDED.health_weight, is_critical = EXCLUDED.is_critical, description = COALESCE(EXCLUDED.description, smart_param_catalog.description), updated_at = NOW(); END LOOP; RAISE NOTICE '[PHASE 1] smart_thresholds → smart_param_catalog: % parameters imported', (SELECT COUNT(*) FROM smart_param_catalog); FOR v_param IN SELECT DISTINCT jsonb_object_keys(parameters_json) FROM smart_readings WHERE parameters_json IS NOT NULL AND parameters_json != '{}'::jsonb LOOP INSERT INTO smart_param_catalog (param_name) VALUES (v_param) ON CONFLICT (param_name) DO NOTHING; END LOOP; RAISE NOTICE '[PHASE 1] Auto-discovery from JSONB complete: % total parameters in catalog', (SELECT COUNT(*) FROM smart_param_catalog); END $$; -- ============================================================================ -- PHASE 2: Migrate smart_readings → smart_collection_events (only full/baseline) -- ============================================================================ DO $$ DECLARE v_count BIGINT; BEGIN RAISE NOTICE '[PHASE 2] Migrating full/baseline readings to smart_collection_events...'; INSERT INTO smart_collection_events (hdd_id, serial_number, node_id, collected_at, collection_ok, temperature, checksum, param_count) SELECT hdd_id, serial_number, COALESCE(node_id, 'unknown'), timestamp, COALESCE(collection_ok, true), temperature, checksum, CASE WHEN parameters_json IS NOT NULL AND parameters_json != '{}'::jsonb THEN (SELECT COUNT(*) FROM jsonb_object_keys(parameters_json))::SMALLINT ELSE 0::SMALLINT END FROM smart_readings WHERE reading_type IN ('baseline', 'full') ORDER BY timestamp; v_count := (SELECT COUNT(*) FROM smart_collection_events); RAISE NOTICE '[PHASE 2] Migrated % collection events', v_count; END $$; -- ============================================================================ -- PHASE 3: Create monthly partitions for historical data range -- ============================================================================ DO $$ DECLARE v_min_date DATE; v_max_date DATE; v_d DATE; BEGIN RAISE NOTICE '[PHASE 3] Creating monthly partitions for historical range...'; SELECT DATE_TRUNC('month', MIN(timestamp))::DATE, DATE_TRUNC('month', MAX(timestamp))::DATE + INTERVAL '1 month' INTO v_min_date, v_max_date FROM smart_readings; v_d := v_min_date; WHILE v_d <= v_max_date LOOP PERFORM create_monthly_partition( EXTRACT(YEAR FROM v_d)::INTEGER, EXTRACT(MONTH FROM v_d)::INTEGER ); v_d := v_d + INTERVAL '1 month'; END LOOP; RAISE NOTICE '[PHASE 3] Partition creation complete'; END $$; -- ============================================================================ -- PHASE 4: Populate smart_param_values from JSONB -- ============================================================================ DO $$ DECLARE v_migrated BIGINT; v_errors BIGINT; BEGIN RAISE NOTICE '[PHASE 4] Migrating parameter values from smart_readings JSONB...'; INSERT INTO smart_param_values (event_id, hdd_id, param_id, collected_at, raw_value, normalized_value, worst_value, threshold_value, when_failed) SELECT sce.id, sr.hdd_id, spc.id, sr.timestamp, -- Extract raw_value: handle both scalar {"param": 123} and object {"param": {"raw_value": 123}} CASE WHEN jsonb_typeof(sr.parameters_json->kv.key) = 'number' THEN (sr.parameters_json->kv.key)::BIGINT WHEN jsonb_typeof(sr.parameters_json->kv.key) = 'object' THEN (sr.parameters_json->kv.key->>'raw_value')::BIGINT ELSE NULL::BIGINT END, CASE WHEN jsonb_typeof(sr.parameters_json->kv.key) = 'object' THEN (sr.parameters_json->kv.key->>'value')::SMALLINT ELSE NULL::SMALLINT END, CASE WHEN jsonb_typeof(sr.parameters_json->kv.key) = 'object' THEN (sr.parameters_json->kv.key->>'worst')::SMALLINT ELSE NULL::SMALLINT END, CASE WHEN jsonb_typeof(sr.parameters_json->kv.key) = 'object' THEN (sr.parameters_json->kv.key->>'thresh')::SMALLINT ELSE NULL::SMALLINT END, CASE WHEN jsonb_typeof(sr.parameters_json->kv.key) = 'object' THEN sr.parameters_json->kv.key->>'when_failed' ELSE NULL::VARCHAR END FROM smart_readings sr JOIN smart_collection_events sce ON sce.hdd_id = sr.hdd_id AND sce.collected_at = sr.timestamp AND sce.serial_number = sr.serial_number CROSS JOIN LATERAL jsonb_each_text(COALESCE(sr.parameters_json, '{}'::jsonb)) AS kv(key, value) LEFT JOIN smart_param_catalog spc ON spc.param_name = kv.key WHERE sr.reading_type IN ('baseline', 'full') AND sr.parameters_json IS NOT NULL AND sr.parameters_json != '{}'::jsonb AND spc.id IS NOT NULL; v_migrated := (SELECT COUNT(*) FROM smart_param_values); RAISE NOTICE '[PHASE 4] Migrated % parameter values', v_migrated; END $$; -- ============================================================================ -- PHASE 5: Populate param_id_ata from JSONB metadata -- ============================================================================ DO $$ DECLARE v_updated INTEGER; BEGIN RAISE NOTICE '[PHASE 5] Extracting ATA attribute IDs from JSONB...'; UPDATE smart_param_catalog spc SET param_id_ata = subq.ata_id FROM ( SELECT DISTINCT ON (kv.key) kv.key AS param_name, (sr.parameters_json->kv.key->>'id')::INTEGER AS ata_id FROM smart_readings sr CROSS JOIN LATERAL jsonb_each(sr.parameters_json) AS kv WHERE jsonb_typeof(sr.parameters_json->kv.key) = 'object' AND sr.parameters_json->kv.key->>'id' IS NOT NULL ORDER BY kv.key, sr.timestamp DESC ) subq WHERE spc.param_name = subq.param_name AND subq.ata_id IS NOT NULL AND spc.param_id_ata IS NULL; GET DIAGNOSTICS v_updated = ROW_COUNT; RAISE NOTICE '[PHASE 5] Updated % parameters with ATA IDs', v_updated; END $$; -- ============================================================================ -- PHASE 6: Integrity verification -- ============================================================================ DO $$ DECLARE v_orig_full_readings BIGINT; v_migrated_events BIGINT; v_migrated_values BIGINT; v_avg_params_per_event NUMERIC; v_catalog_params BIGINT; BEGIN RAISE NOTICE '[PHASE 6] Verifying migration integrity...'; SELECT COUNT(*) INTO v_orig_full_readings FROM smart_readings WHERE reading_type IN ('baseline', 'full'); SELECT COUNT(*) INTO v_migrated_events FROM smart_collection_events; SELECT COUNT(*) INTO v_migrated_values FROM smart_param_values; SELECT COUNT(*) INTO v_catalog_params FROM smart_param_catalog; v_avg_params_per_event := ROUND(v_migrated_values::NUMERIC / NULLIF(v_migrated_events, 0), 2); RAISE NOTICE '═══════════════════════════════════════════════'; RAISE NOTICE 'MIGRATION SUMMARY:'; RAISE NOTICE '───────────────────────────────────────────────'; RAISE NOTICE 'Original full/baseline readings: %', v_orig_full_readings; RAISE NOTICE 'Migrated collection events: %', v_migrated_events; RAISE NOTICE 'Migrated parameter values: %', v_migrated_values; RAISE NOTICE 'Average params per event: %', v_avg_params_per_event; RAISE NOTICE 'Parameters in catalog: %', v_catalog_params; RAISE NOTICE '═══════════════════════════════════════════════'; IF v_migrated_events = 0 THEN RAISE EXCEPTION 'ERROR: No events migrated! Check smart_readings data.'; END IF; IF v_migrated_events < v_orig_full_readings THEN RAISE WARNING 'Event count (%) less than original (%). Possible: timestamp duplicates detected and consolidated.', v_migrated_events, v_orig_full_readings; END IF; IF v_migrated_values = 0 THEN RAISE WARNING 'No parameter values migrated! Check JSONB format.'; END IF; RAISE NOTICE 'Migration integrity check: PASSED ✓'; END $$; -- ============================================================================ -- PHASE 7: Sample data validation -- ============================================================================ DO $$ DECLARE v_rec RECORD; v_count INTEGER; BEGIN RAISE NOTICE '[PHASE 7] Sample data validation...'; SELECT COUNT(*) INTO v_count FROM smart_param_values WHERE raw_value IS NOT NULL; RAISE NOTICE 'Records with raw_value: % / %', v_count, (SELECT COUNT(*) FROM smart_param_values); FOR v_rec IN SELECT serial_number, COUNT(*) as event_count, SUM(param_count) as total_params FROM smart_collection_events GROUP BY serial_number ORDER BY event_count DESC LIMIT 5 LOOP RAISE NOTICE 'Disk: %, Events: %, Total params across events: %', v_rec.serial_number, v_rec.event_count, v_rec.total_params; END LOOP; RAISE NOTICE '[PHASE 7] Sample validation: PASSED ✓'; END $$; -- ============================================================================ -- FINAL SUMMARY -- ============================================================================ DO $$ BEGIN RAISE NOTICE ''; RAISE NOTICE '╔════════════════════════════════════════════════════════════════╗'; RAISE NOTICE '║ ✅ Migration v1 → v2 Complete! ║'; RAISE NOTICE '╠════════════════════════════════════════════════════════════════╣'; RAISE NOTICE '║ ║'; RAISE NOTICE '║ New data is now in: ║'; RAISE NOTICE '║ • smart_collection_events (metadata per-collection) ║'; RAISE NOTICE '║ • smart_param_values (parameter values, partitioned) ║'; RAISE NOTICE '║ • smart_param_catalog (parameter registry) ║'; RAISE NOTICE '║ ║'; RAISE NOTICE '║ Views available: ║'; RAISE NOTICE '║ • v_latest_param_values ║'; RAISE NOTICE '║ • v_drive_health_summary ║'; RAISE NOTICE '║ • v_param_trend ║'; RAISE NOTICE '║ • v_cluster_overview ║'; RAISE NOTICE '║ • v_smart_readings_compat (backward-compatible) ║'; RAISE NOTICE '║ ║'; RAISE NOTICE '║ Next steps: ║'; RAISE NOTICE '║ 1. Verify data: SELECT * FROM v_drive_health_summary; ║'; RAISE NOTICE '║ 2. Run collation fix: ALTER DATABASE autosmart ║'; RAISE NOTICE '║ REFRESH COLLATION VERSION; ║'; RAISE NOTICE '║ 3. Archive old table: ALTER TABLE smart_readings ║'; RAISE NOTICE '║ RENAME TO smart_readings_archive_v1; ║'; RAISE NOTICE '║ 4. Update collectors (SmartCollector.pm, daemon) ║'; RAISE NOTICE '║ ║'; RAISE NOTICE '╚════════════════════════════════════════════════════════════════╝'; RAISE NOTICE ''; END $$; COMMIT;