{ "queries": [ { "id": "Q046", "sql": "SELECT load_tier, COUNT(*) AS cnt, approx_percentile_cont(CAST(throughput_rate AS FLOAT), 0.95) AS p95_tput FROM (SELECT CASE WHEN load_factor < 30.0 THEN 'light' WHEN load_factor < 65.0 THEN 'moderate' ELSE 'heavy' END AS load_tier, throughput_rate FROM \"{stream}\" WHERE throughput_rate IS NOT NULL AND load_factor IS NOT NULL) sub GROUP BY load_tier ORDER BY load_tier ASC", "category": "cte_subquery", "expected": { "columns": [ "load_tier", "cnt", "p95_tput" ], "results": [ [ "heavy", "5", "900.0" ], [ "light", "3", "725.0" ], [ "moderate", "6", "840.0" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 2699000000, "end_offset": 2863000000 } }, { "id": "Q047", "sql": "WITH total_counts AS (SELECT facility_zone, COUNT(*) AS total_events FROM \"{stream}\" GROUP BY facility_zone), auto_counts AS (SELECT facility_zone, COUNT(*) AS auto_events FROM \"{stream}\" WHERE operation_mode = 'auto' GROUP BY facility_zone) SELECT tc.facility_zone, tc.total_events, COALESCE(ac.auto_events, 0) AS auto_events, ROUND(CAST(COALESCE(ac.auto_events, 0) AS FLOAT) / CAST(tc.total_events AS FLOAT) * 100.0, 2) AS auto_pct FROM total_counts tc LEFT JOIN auto_counts ac ON tc.facility_zone = ac.facility_zone ORDER BY auto_pct DESC", "category": "cte_subquery", "expected": { "columns": [ "facility_zone", "total_events", "auto_events", "auto_pct" ], "results": [ [ "ZONE-2", "4", "2", "50.0" ], [ "ZONE-1", "4", "2", "50.0" ], [ "ZONE-4", "3", "1", "33.33000183105469" ], [ "ZONE-3", "3", "0", "0.0" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 2759000000, "end_offset": 2923000000 } }, { "id": "Q048", "sql": "SELECT pallet_id, throughput_rate, load_factor FROM \"{stream}\" WHERE throughput_rate > (SELECT AVG(throughput_rate) FROM \"{stream}\" WHERE throughput_rate IS NOT NULL) ORDER BY throughput_rate DESC", "category": "cte_subquery", "expected": { "columns": [ "pallet_id", "throughput_rate", "load_factor" ], "results": [ [ "PL-005", "900.0", "94.6" ], [ "PL-007", "900.0", "94.6" ], [ "PL-001", "840.0", "33.0" ], [ "PL-005", "610.0", "99.0" ], [ "PL-003", "555.0", "72.8" ], [ "PL-002", "480.0", "21.4" ], [ "PL-004", "480.0", "21.4" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 2819000000, "end_offset": 2983000000 } }, { "id": "Q049", "sql": "SELECT derived.facility_zone, derived.avg_tput, derived.cnt FROM (SELECT facility_zone, ROUND(AVG(throughput_rate), 2) AS avg_tput, COUNT(*) AS cnt FROM \"{stream}\" WHERE throughput_rate IS NOT NULL GROUP BY facility_zone) AS derived WHERE derived.avg_tput > 300.0 ORDER BY derived.avg_tput DESC", "category": "cte_subquery", "expected": { "columns": [ "facility_zone", "avg_tput", "cnt" ], "results": [ [ "ZONE-1", "686.67", "3" ], [ "ZONE-3", "667.5", "4" ], [ "ZONE-2", "451.67", "3" ], [ "ZONE-4", "421.25", "4" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 2879000000, "end_offset": 3043000000 } }, { "id": "Q050", "sql": "SELECT _timestamp, facility_zone, throughput_rate, (SELECT ROUND(AVG(throughput_rate), 2) FROM \"{stream}\" t2 WHERE t2.facility_zone = t1.facility_zone AND t2.throughput_rate IS NOT NULL) AS zone_avg FROM \"{stream}\" t1 WHERE throughput_rate IS NOT NULL ORDER BY _timestamp ASC LIMIT 12", "category": "cte_subquery", "expected": { "columns": [ "facility_zone", "throughput_rate", "zone_avg" ], "results": [ [ "ZONE-1", "320.0", "653.75" ], [ "ZONE-4", "480.0", "421.25" ], [ "ZONE-2", "480.0", "465.0" ], [ "ZONE-3", "610.0", "668.33" ], [ "ZONE-4", "725.0", "421.25" ], [ "ZONE-2", "725.0", "465.0" ], [ "ZONE-1", "840.0", "653.75" ], [ "ZONE-3", "840.0", "668.33" ], [ "ZONE-4", "290.0", "421.25" ], [ "ZONE-1", "555.0", "653.75" ], [ "ZONE-3", "555.0", "668.33" ], [ "ZONE-2", "190.0", "465.0" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 2939000000, "end_offset": 3103000000 } }, { "id": "Q051", "sql": "WITH ranked AS (SELECT *, ROW_NUMBER() OVER (PARTITION BY sorter_model ORDER BY throughput_rate DESC) AS rn FROM \"{stream}\" WHERE throughput_rate IS NOT NULL) SELECT _timestamp, sorter_model, throughput_rate, rn FROM ranked WHERE rn <= 2 ORDER BY sorter_model, rn", "category": "cte_subquery", "expected": { "columns": [ "sorter_model", "throughput_rate", "rn" ], "results": [ [ "SORT-A7", "290.0", "1" ], [ "SORT-A7", "190.0", "2" ], [ "SORT-M3", "900.0", "1" ], [ "SORT-M3", "840.0", "2" ], [ "SORT-Q5", "480.0", "1" ], [ "SORT-Q5", "190.0", "2" ], [ "SORT-X1", "840.0", "1" ], [ "SORT-X1", "555.0", "2" ], [ "SORT-Z9", "725.0", "1" ], [ "SORT-Z9", "150.0", "2" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 2999000000, "end_offset": 3163000000 } }, { "id": "Q052", "sql": "WITH zone_stats AS (SELECT facility_zone, COUNT(*) AS cnt, ROUND(AVG(throughput_rate), 2) AS avg_tput, ROUND(AVG(cell_temp), 2) AS avg_temp FROM \"{stream}\" GROUP BY facility_zone), mode_stats AS (SELECT facility_zone, operation_mode, COUNT(*) AS mode_cnt FROM \"{stream}\" GROUP BY facility_zone, operation_mode), ranked_modes AS (SELECT facility_zone, operation_mode, mode_cnt, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY mode_cnt DESC) AS rn FROM mode_stats) SELECT zs.facility_zone, zs.cnt, zs.avg_tput, zs.avg_temp, rm.operation_mode AS top_mode, rm.mode_cnt FROM zone_stats zs JOIN ranked_modes rm ON zs.facility_zone = rm.facility_zone AND rm.rn = 1 ORDER BY zs.avg_tput DESC", "category": "cte_subquery", "expected": { "columns": [ "facility_zone", "cnt", "avg_tput", "avg_temp", "top_mode", "mode_cnt" ], "results": [ [ "ZONE-1", "3", "610.0", "26.07", "auto", "2" ], [ "ZONE-3", "4", "581.25", "27.53", "hybrid", "2" ], [ "ZONE-2", "4", "386.25", "29.83", "manual", "2" ], [ "ZONE-4", "3", "355.0", "31.5", "hybrid", "2" ] ], "results_mode": "rowsort", "skip_sqllogictest": true }, "time_offset": { "start_offset": 3059000000, "end_offset": 3223000000 } }, { "id": "Q053", "sql": "WITH base AS (SELECT * FROM \"{stream}\" WHERE throughput_rate IS NOT NULL AND load_factor IS NOT NULL), stats AS (SELECT facility_zone, operation_mode, COUNT(*) AS n, ROUND(AVG(throughput_rate), 2) AS mu, ROUND(AVG(throughput_rate * throughput_rate) - AVG(throughput_rate) * AVG(throughput_rate), 2) AS var_tput FROM base GROUP BY facility_zone, operation_mode) SELECT b._timestamp, b.facility_zone, b.operation_mode, b.throughput_rate, s.mu, s.var_tput, ROUND((b.throughput_rate - s.mu) * (b.throughput_rate - s.mu) / NULLIF(s.var_tput, 0), 3) AS sq_dev_ratio FROM base b JOIN stats s ON b.facility_zone = s.facility_zone AND b.operation_mode = s.operation_mode WHERE s.var_tput > 0 ORDER BY sq_dev_ratio DESC LIMIT 15", "category": "cte_subquery", "expected": { "columns": [ "facility_zone", "operation_mode", "throughput_rate", "mu", "var_tput", "sq_dev_ratio" ], "results": [ [ "ZONE-3", "hybrid", "320.0", "580.0", "67600.0", "1.0" ], [ "ZONE-4", "auto", "150.0", "220.0", "4900.0", "1.0" ], [ "ZONE-1", "manual", "320.0", "437.5", "13806.25", "1.0" ], [ "ZONE-2", "auto", "480.0", "385.0", "9025.0", "1.0" ], [ "ZONE-3", "manual", "610.0", "582.5", "756.25", "1.0" ], [ "ZONE-4", "hybrid", "725.0", "457.5", "71556.25", "1.0" ], [ "ZONE-3", "hybrid", "840.0", "580.0", "67600.0", "1.0" ], [ "ZONE-4", "auto", "290.0", "220.0", "4900.0", "1.0" ], [ "ZONE-1", "manual", "555.0", "437.5", "13806.25", "1.0" ], [ "ZONE-2", "auto", "290.0", "385.0", "9025.0", "1.0" ], [ "ZONE-3", "manual", "555.0", "582.5", "756.25", "1.0" ], [ "ZONE-4", "hybrid", "190.0", "457.5", "71556.25", "1.0" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 3119000000, "end_offset": 3283000000 } }, { "id": "Q054", "sql": "WITH ranked AS (SELECT _timestamp, pallet_id, facility_zone, throughput_rate, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rn FROM \"{stream}\" WHERE throughput_rate IS NOT NULL), top3 AS (SELECT * FROM ranked WHERE rn <= 3) SELECT 'top' AS segment, facility_zone, pallet_id, throughput_rate, rn FROM top3 UNION ALL SELECT 'bottom' AS segment, ranked.facility_zone, ranked.pallet_id, ranked.throughput_rate, ranked.rn FROM ranked WHERE ranked.rn > (SELECT MAX(rn) - 3 FROM ranked r2 WHERE r2.facility_zone = ranked.facility_zone) ORDER BY facility_zone ASC, segment ASC, rn ASC", "category": "cte_subquery", "expected": { "columns": [ "segment", "facility_zone", "pallet_id", "throughput_rate", "rn" ], "results": [ [ "bottom", "ZONE-1", "PL-007", "610.0", "2" ], [ "bottom", "ZONE-1", "PL-003", "555.0", "3" ], [ "bottom", "ZONE-1", "PL-003", "320.0", "4" ], [ "top", "ZONE-1", "PL-007", "900.0", "1" ], [ "top", "ZONE-1", "PL-007", "610.0", "2" ], [ "top", "ZONE-1", "PL-003", "555.0", "3" ], [ "bottom", "ZONE-2", "PL-008", "725.0", "1" ], [ "bottom", "ZONE-2", "PL-004", "290.0", "2" ], [ "bottom", "ZONE-2", "PL-008", "150.0", "3" ], [ "top", "ZONE-2", "PL-008", "725.0", "1" ], [ "top", "ZONE-2", "PL-004", "290.0", "2" ], [ "top", "ZONE-2", "PL-008", "150.0", "3" ], [ "bottom", "ZONE-3", "PL-001", "900.0", "1" ], [ "bottom", "ZONE-3", "PL-001", "840.0", "2" ], [ "bottom", "ZONE-3", "PL-005", "555.0", "3" ], [ "top", "ZONE-3", "PL-001", "900.0", "1" ], [ "top", "ZONE-3", "PL-001", "840.0", "2" ], [ "top", "ZONE-3", "PL-005", "555.0", "3" ], [ "bottom", "ZONE-4", "PL-002", "290.0", "2" ], [ "bottom", "ZONE-4", "PL-006", "190.0", "3" ], [ "bottom", "ZONE-4", "PL-002", "150.0", "4" ], [ "top", "ZONE-4", "PL-006", "725.0", "1" ], [ "top", "ZONE-4", "PL-002", "290.0", "2" ], [ "top", "ZONE-4", "PL-006", "190.0", "3" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 3179000000, "end_offset": 3343000000 } }, { "id": "Q055", "sql": "WITH lane_activity AS (SELECT conveyor_lane, facility_zone, COUNT(*) AS events FROM \"{stream}\" GROUP BY conveyor_lane, facility_zone), global_avg AS (SELECT ROUND(AVG(CAST(events AS FLOAT)), 2) AS avg_events FROM lane_activity), above_avg AS (SELECT la.conveyor_lane, la.facility_zone, la.events, ga.avg_events, ROUND(CAST(la.events AS FLOAT) - ga.avg_events, 2) AS diff_from_avg FROM lane_activity la CROSS JOIN global_avg ga WHERE la.events > ga.avg_events) SELECT * FROM above_avg ORDER BY diff_from_avg DESC", "category": "cte_subquery", "expected": { "columns": [ "conveyor_lane", "facility_zone", "events", "avg_events", "diff_from_avg" ], "results": [ [ "LANE-C", "ZONE-2", "4", "3.5", "0.5" ], [ "LANE-B", "ZONE-1", "4", "3.5", "0.5" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 3239000000, "end_offset": 3403000000 } }, { "id": "Q056", "sql": "WITH zone_stats AS (SELECT facility_zone, ROUND(AVG(cell_temp), 2) AS zone_avg_temp FROM \"{stream}\" GROUP BY facility_zone) SELECT t1._timestamp, t1.pallet_id, t1.facility_zone, t1.throughput_rate, ROW_NUMBER() OVER (PARTITION BY t1.facility_zone ORDER BY t1.throughput_rate DESC) AS rank_by_zone, zs.zone_avg_temp FROM \"{stream}\" t1 JOIN zone_stats zs ON t1.facility_zone = zs.facility_zone WHERE t1.throughput_rate IS NOT NULL ORDER BY t1.facility_zone ASC, rank_by_zone ASC", "category": "cte_subquery", "expected": { "columns": [ "pallet_id", "facility_zone", "throughput_rate", "rank_by_zone", "zone_avg_temp" ], "results": [ [ "PL-003", "ZONE-1", "840.0", "1", "29.37" ], [ "PL-007", "ZONE-1", "610.0", "2", "29.37" ], [ "PL-003", "ZONE-1", "320.0", "3", "29.37" ], [ "PL-008", "ZONE-2", "725.0", "1", "27.88" ], [ "PL-004", "ZONE-2", "480.0", "2", "27.88" ], [ "PL-004", "ZONE-2", "290.0", "3", "27.88" ], [ "PL-008", "ZONE-2", "150.0", "4", "27.88" ], [ "PL-001", "ZONE-3", "900.0", "1", "30.25" ], [ "PL-001", "ZONE-3", "840.0", "2", "30.25" ], [ "PL-005", "ZONE-3", "610.0", "3", "30.25" ], [ "PL-005", "ZONE-3", "555.0", "4", "30.25" ], [ "PL-006", "ZONE-4", "480.0", "1", "26.33" ], [ "PL-002", "ZONE-4", "290.0", "2", "26.33" ], [ "PL-002", "ZONE-4", "150.0", "3", "26.33" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 3299000000, "end_offset": 3463000000 } }, { "id": "Q057", "sql": "SELECT * FROM (SELECT facility_zone, operation_mode, avg_tput, RANK() OVER (PARTITION BY facility_zone ORDER BY avg_tput DESC) AS rnk FROM (SELECT facility_zone, operation_mode, ROUND(AVG(throughput_rate), 2) AS avg_tput FROM \"{stream}\" WHERE throughput_rate IS NOT NULL GROUP BY facility_zone, operation_mode) inner_agg) ranked_agg WHERE rnk <= 2 ORDER BY facility_zone ASC, rnk ASC", "category": "cte_subquery", "expected": { "columns": [ "facility_zone", "operation_mode", "avg_tput", "rnk" ], "results": [ [ "ZONE-1", "manual", "840.0", "1" ], [ "ZONE-1", "auto", "755.0", "2" ], [ "ZONE-2", "manual", "457.5", "1" ], [ "ZONE-2", "auto", "290.0", "2" ], [ "ZONE-3", "hybrid", "870.0", "1" ], [ "ZONE-3", "manual", "582.5", "2" ], [ "ZONE-4", "hybrid", "335.0", "1" ], [ "ZONE-4", "auto", "220.0", "2" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 3359000000, "end_offset": 3523000000 } }, { "id": "Q058", "sql": "SELECT t1._timestamp, t1.pallet_id AS pallet_a, t2.pallet_id AS pallet_b, t1.facility_zone, ABS(t1.throughput_rate - t2.throughput_rate) AS tput_diff FROM \"{stream}\" t1 JOIN \"{stream}\" t2 ON t1.facility_zone = t2.facility_zone AND t1._timestamp < t2._timestamp AND t1.pallet_id != t2.pallet_id WHERE t1.throughput_rate IS NOT NULL AND t2.throughput_rate IS NOT NULL ORDER BY tput_diff ASC LIMIT 12", "category": "cte_subquery", "expected": { "columns": [ "pallet_a", "pallet_b", "facility_zone", "tput_diff" ], "results": [ [ "PL-006", "PL-002", "ZONE-4", "40.0" ], [ "PL-003", "PL-007", "ZONE-1", "60.0" ], [ "PL-004", "PL-008", "ZONE-2", "100.0" ], [ "PL-002", "PL-006", "ZONE-4", "100.0" ], [ "PL-002", "PL-006", "ZONE-4", "190.0" ], [ "PL-003", "PL-007", "ZONE-1", "230.0" ], [ "PL-008", "PL-004", "ZONE-2", "290.0" ], [ "PL-003", "PL-007", "ZONE-1", "290.0" ], [ "PL-002", "PL-006", "ZONE-4", "330.0" ], [ "PL-005", "PL-001", "ZONE-3", "345.0" ], [ "PL-001", "PL-005", "ZONE-3", "580.0" ], [ "PL-007", "PL-003", "ZONE-1", "580.0" ] ], "results_mode": "rowsort", "skip_sqllogictest": true }, "time_offset": { "start_offset": 3419000000, "end_offset": 3583000000 } }, { "id": "Q059", "sql": "WITH temp_classified AS (SELECT _timestamp, pallet_id, facility_zone, cell_temp, CASE WHEN cell_temp >= 30.0 THEN 'HIGH' WHEN cell_temp >= 22.0 THEN 'MEDIUM' ELSE 'LOW' END AS temp_class FROM \"{stream}\" WHERE cell_temp IS NOT NULL), class_summary AS (SELECT facility_zone, temp_class, COUNT(*) AS cnt, ROUND(AVG(cell_temp), 2) AS avg_temp FROM temp_classified GROUP BY facility_zone, temp_class), pivot AS (SELECT facility_zone, SUM(CASE WHEN temp_class='HIGH' THEN cnt ELSE 0 END) AS high_cnt, SUM(CASE WHEN temp_class='MEDIUM' THEN cnt ELSE 0 END) AS med_cnt, SUM(CASE WHEN temp_class='LOW' THEN cnt ELSE 0 END) AS low_cnt FROM class_summary GROUP BY facility_zone) SELECT *, ROUND(CAST(high_cnt AS FLOAT) / NULLIF(high_cnt + med_cnt + low_cnt, 0) * 100.0, 2) AS high_pct FROM pivot ORDER BY high_pct DESC", "category": "cte_subquery", "expected": { "columns": [ "facility_zone", "high_cnt", "med_cnt", "low_cnt", "high_pct" ], "results": [ [ "ZONE-4", "2", "1", "0", "66.66999816894531" ], [ "ZONE-3", "2", "0", "1", "66.66999816894531" ], [ "ZONE-1", "2", "1", "1", "50.0" ], [ "ZONE-2", "1", "2", "1", "25.0" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 3479000000, "end_offset": 3643000000 } }, { "id": "Q060", "sql": "SELECT t1.facility_zone, t1.sorter_model, t1.avg_tput, t1.avg_load FROM (SELECT facility_zone, sorter_model, ROUND(AVG(throughput_rate), 2) AS avg_tput, ROUND(AVG(load_factor), 2) AS avg_load FROM \"{stream}\" GROUP BY facility_zone, sorter_model) t1 WHERE t1.avg_tput > (SELECT ROUND(AVG(throughput_rate) * 0.8, 2) FROM \"{stream}\") AND EXISTS (SELECT 1 FROM \"{stream}\" t2 WHERE t2.facility_zone = t1.facility_zone AND t2.charge_remaining < 20.0) ORDER BY t1.avg_tput DESC", "category": "cte_subquery", "expected": { "columns": [ "facility_zone", "sorter_model", "avg_tput", "avg_load" ], "results": [ [ "ZONE-1", "SORT-M3", "668.33", "68.27" ], [ "ZONE-3", "SORT-X1", "653.75", "67.07" ], [ "ZONE-4", "SORT-A7", "465.0", "40.67" ], [ "ZONE-2", "SORT-Z9", "457.5", "50.3" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 3539000000, "end_offset": 3703000000 } }, { "id": "Q061", "sql": "WITH mode_counts AS (SELECT facility_zone, operation_mode, COUNT(*) AS peer_count FROM \"{stream}\" GROUP BY facility_zone, operation_mode), zone_load AS (SELECT facility_zone, ROUND(AVG(load_factor), 2) AS zone_avg_load FROM \"{stream}\" GROUP BY facility_zone) SELECT t1._timestamp, t1.pallet_id, t1.facility_zone, t1.throughput_rate, t1.operation_mode, t1.cell_temp, mc.peer_count, zl.zone_avg_load FROM \"{stream}\" t1 JOIN mode_counts mc ON t1.facility_zone = mc.facility_zone AND t1.operation_mode = mc.operation_mode JOIN zone_load zl ON t1.facility_zone = zl.facility_zone WHERE mc.peer_count >= 2 ORDER BY t1.facility_zone ASC, t1.throughput_rate DESC", "category": "cte_subquery", "expected": { "columns": [ "pallet_id", "facility_zone", "throughput_rate", "operation_mode", "cell_temp", "peer_count", "zone_avg_load" ], "results": [ [ "PL-003", "ZONE-1", "840.0", "manual", "40.0", "2", "57.9" ], [ "PL-003", "ZONE-1", "320.0", "manual", "19.2", "2", "57.9" ], [ "PL-004", "ZONE-2", "290.0", "auto", "18.5", "2", "62.87" ], [ "PL-004", "ZONE-2", "150.0", "auto", "35.7", "2", "62.87" ], [ "PL-001", "ZONE-3", "900.0", "hybrid", "30.1", "2", "67.07" ], [ "PL-001", "ZONE-3", "840.0", "hybrid", "40.0", "2", "67.07" ], [ "PL-005", "ZONE-3", "555.0", "manual", "22.0", "2", "67.07" ], [ "PL-005", "ZONE-3", "320.0", "manual", "19.2", "2", "67.07" ], [ "PL-002", "ZONE-4", "725.0", "auto", "32.5", "2", "41.83" ], [ "PL-006", "ZONE-4", "480.0", "hybrid", "24.8", "2", "41.83" ], [ "PL-006", "ZONE-4", "190.0", "hybrid", "26.3", "2", "41.83" ], [ "PL-002", "ZONE-4", "150.0", "auto", "35.7", "2", "41.83" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 3599000000, "end_offset": 3763000000 } }, { "id": "Q062", "sql": "WITH chain_builder AS (SELECT _timestamp, pallet_id, facility_zone, runtime_hours, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY runtime_hours ASC) AS seq, COUNT(*) OVER (PARTITION BY facility_zone) AS zone_cnt FROM \"{stream}\" WHERE runtime_hours IS NOT NULL), chains AS (SELECT facility_zone, pallet_id, runtime_hours, seq, zone_cnt, CASE WHEN seq < zone_cnt THEN 1 ELSE 0 END AS has_next FROM chain_builder) SELECT facility_zone, COUNT(*) AS chain_count, ROUND(AVG(runtime_hours), 1) AS avg_hours FROM chains GROUP BY facility_zone ORDER BY chain_count DESC", "category": "cte_subquery", "expected": { "columns": [ "facility_zone", "chain_count", "avg_hours" ], "results": [ [ "ZONE-4", "4", "483.0" ], [ "ZONE-1", "4", "258.0" ], [ "ZONE-3", "3", "94.0" ], [ "ZONE-2", "3", "620.0" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 3659000000, "end_offset": 3823000000 } }, { "id": "Q156", "sql": "WITH extracted AS (SELECT _timestamp, sorter_model, array_extract(regexp_match(event_detail, 'batch ([A-Z0-9]+)'), 1) AS batch_id, array_extract(regexp_match(event_detail, 'segment ([0-9]+)'), 1) AS segment_nbr, array_extract(regexp_match(event_detail, 'track ([A-Za-z0-9-]+)'), 1) AS track_id FROM \"{stream}\" WHERE event_detail LIKE '%sorter batch%'), with_batch_flag AS (SELECT _timestamp, batch_id, sorter_model, segment_nbr, track_id, CASE WHEN array_extract(regexp_match(track_id, '([A-Z]+)'), 1) = 'TRK' THEN 'batch' ELSE 'non batch' END AS is_batch, concat('srt', lpad(CAST(segment_nbr AS VARCHAR), 5, '0'), '#', track_id) AS sorterWithTrackId FROM extracted), recovered_status AS (SELECT wbf.batch_id, wbf.sorter_model, wbf.segment_nbr, wbf.track_id, wbf.is_batch, wbf.sorterWithTrackId, CASE WHEN ack.ack_detail IS NOT NULL AND ack.ack_detail != '' THEN 'received' ELSE 'notreceived' END AS ack_status FROM with_batch_flag wbf LEFT JOIN (SELECT ack_detail FROM \"{stream}\" WHERE ack_detail IS NOT NULL AND ack_detail != '' AND str_match_ignore_case(ack_detail, 'ACK batch')) ack ON ack.ack_detail LIKE concat('%batchIdList:%', wbf.batch_id, '%') WHERE wbf.is_batch = 'batch') SELECT array_agg('batch_id-' || batch_id || ', sorter_model-' || sorter_model || ', segment_nbr-' || segment_nbr || ', track_id-' || track_id || ', is_batch-' || is_batch || ', sorterWithTrackId-' || sorterWithTrackId || ', ack_status-' || ack_status) AS results, COUNT(*) AS event_count FROM recovered_status HAVING COUNT(*) > 0", "category": "cte_subquery", "expected": { "columns": [ "results", "event_count" ], "results": [], "results_mode": "rowsort", "skip_sqllogictest": true }, "time_offset": { "start_offset": 9299000000, "end_offset": 9463000000 } }, { "id": "Q160", "sql": "SELECT dependency, statuscode FROM (SELECT array_extract(regexp_match(log_message, 'responseCode:\\\\W(?[^,]+)'), 1) AS statuscode, array_extract(regexp_match(log_message, 'name: [A-Z]+\\\\W(https:\\\\/\\\\/[a-zA-Z0-9.-]+\\\\/[a-zA-Z0-9\\\\/-]+)'), 1) AS dependency FROM \"{stream}\" WHERE str_match_ignore_case(log_message, 'service.api.warehouse.com')) GROUP BY dependency, statuscode", "category": "cte_subquery", "expected": { "columns": [ "dependency", "statuscode" ], "note": "Subquery in FROM with regexp named groups, str_match_ignore_case", "skip_sqllogictest": true }, "time_offset": { "start_offset": 9539000000, "end_offset": 9703000000 } }, { "id": "Q165", "sql": "SELECT page_slug, \"key\", SUM(cnt) AS cnt FROM ( SELECT page_slug, visitor_session_id AS \"key\", COUNT(*) AS cnt FROM \"{stream}\" WHERE (match_all('warehouse') AND page_slug = 'itemPage') AND uri_path LIKE '%api%' AND (visitor_session_id IS NOT NULL AND visitor_session_id != 'null') AND (lower(graphql_operation) IN ( 'updateitems','placeorder','verifypayment','updatecart','createaccount' )) AND lower(user_agent_str) NOT LIKE '%bot%' AND lower(user_agent_str) NOT LIKE '%test%' GROUP BY \"key\", page_slug, geo_country, geo_user_type HAVING ((geo_user_type IS NULL OR geo_user_type != 'hosting') AND geo_country = 'US' AND COUNT(*) > 1) OR ((geo_user_type = 'hosting' OR geo_country != 'US') AND COUNT(*) > 0) ) sub GROUP BY page_slug, \"key\" ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 9839000000, "end_offset": 10003000000 }, "expected": { "columns": [ "page_slug", "key", "cnt" ], "results": [ [ "itemPage", "sess_001", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q173", "sql": "SELECT page_slug, \"key\", SUM(cnt) AS cnt\nFROM (\n SELECT page_slug, visitor_session_id AS \"key\", COUNT(*) AS cnt\n FROM \"{stream}\"\n WHERE (match_all('warehouse') AND page_slug = 'itemPage')\n AND uri_path LIKE '%api%'\n AND (visitor_session_id IS NOT NULL AND visitor_session_id != 'null')\n AND (lower(graphql_operation) IN (\n 'updateitems','placeorder','verifypayment','updatecart','createaccount',\n 'getinventory','createcontract','createcreditcard','createdeliveryaddress',\n 'updatequantity','movesfltocart'\n ))\n AND lower(user_agent_str) NOT LIKE '%bot%'\n AND lower(user_agent_str) NOT LIKE '%test%'\n AND lower(user_agent_str) NOT LIKE '%curl%'\n GROUP BY \"key\", page_slug, geo_country, geo_user_type\n HAVING ((geo_user_type IS NULL OR geo_user_type != 'hosting') AND geo_country = 'US' AND COUNT(*) > 1)\n OR ((geo_user_type = 'hosting' OR geo_country != 'US') AND COUNT(*) > 0)\n) sub\nGROUP BY page_slug, \"key\"\nORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 10319000000, "end_offset": 10483000000 }, "expected": { "columns": [ "page_slug", "key", "cnt" ], "results": [], "results_mode": "rowsort" } }, { "id": "Q174", "sql": "SELECT graphql_operation, COALESCE(visitor_session_id, 'N/A') AS visitor_session_id, COUNT(*) AS row_count\nFROM \"{stream}\"\nWHERE graphql_operation = 'verifyPayment'\n AND (passthrough_flag <> 'true')\n AND (passthrough_flag <> '')\n AND (passthrough_flag IS NOT NULL)\n AND ((visitor_session_id NOT IN ('sess_001', 'sess_003') OR visitor_session_id IS NULL))\n AND ((NOT (LOWER(user_agent_str) LIKE 'curl%') OR user_agent_str IS NULL))\n AND (info_tag IS NULL OR info_tag NOT LIKE '%NonexistentPattern%')\nGROUP BY graphql_operation, visitor_session_id\nHAVING (COUNT(*) > 1)\nORDER BY row_count DESC\nLIMIT 5", "category": "cte_subquery", "time_offset": { "start_offset": 10379000000, "end_offset": 10543000000 }, "expected": { "columns": [ "graphql_operation", "visitor_session_id", "row_count" ], "results": [], "results_mode": "rowsort" } }, { "id": "Q184", "sql": "WITH base AS (\n SELECT _timestamp, facility_zone, sorter_model,\n operation_mode, throughput_rate, load_factor, cell_temp\n FROM \"{stream}\"\n WHERE load_factor > 10.0\n AND throughput_rate >= 100.0\n),\naggregated AS (\n SELECT facility_zone, sorter_model, operation_mode,\n COUNT(*) AS cnt,\n AVG(throughput_rate) AS avg_throughput,\n MAX(load_factor) AS max_load,\n MIN(cell_temp) AS min_temp\n FROM base\n GROUP BY facility_zone, sorter_model, operation_mode\n HAVING COUNT(*) >= 1\n)\nSELECT a.facility_zone, a.sorter_model, a.operation_mode,\n a.cnt, a.avg_throughput, a.max_load, a.min_temp\nFROM aggregated a\nORDER BY a.avg_throughput DESC, a.cnt DESC\nLIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 10979000000, "end_offset": 11143000000 }, "expected": { "columns": [ "facility_zone", "sorter_model", "operation_mode", "cnt", "avg_throughput", "max_load", "min_temp" ], "results": [ [ "ZONE-1", "SORT-M3", "manual", "2", "870.0", "94.6", "30.1" ], [ "ZONE-3", "SORT-X1", "hybrid", "2", "755.0", "99.0", "28.9" ], [ "ZONE-1", "SORT-M3", "auto", "1", "555.0", "72.8", "22.0" ], [ "ZONE-2", "SORT-Z9", "manual", "2", "457.5", "88.1", "26.3" ], [ "ZONE-4", "SORT-A7", "auto", "2", "437.5", "45.3", "32.5" ], [ "ZONE-3", "SORT-X1", "manual", "2", "437.5", "72.8", "19.2" ], [ "ZONE-4", "SORT-A7", "hybrid", "1", "290.0", "55.2", "18.5" ], [ "ZONE-2", "SORT-Q5", "auto", "2", "220.0", "55.2", "18.5" ] ], "results_mode": "rowsort" } }, { "id": "Q185", "sql": "WITH ranked AS (\n SELECT _timestamp, facility_zone, operation_mode,\n throughput_rate, load_factor,\n ROW_NUMBER() OVER (\n PARTITION BY facility_zone\n ORDER BY throughput_rate DESC\n ) AS rn\n FROM \"{stream}\"\n WHERE load_factor > 20.0\n)\nSELECT facility_zone, operation_mode,\n COUNT(*) AS cnt,\n AVG(throughput_rate) AS avg_throughput,\n MAX(load_factor) AS max_load\nFROM ranked\nWHERE rn <= 5\nGROUP BY facility_zone, operation_mode\nHAVING COUNT(*) >= 1\nORDER BY avg_throughput DESC", "category": "cte_subquery", "time_offset": { "start_offset": 11039000000, "end_offset": 11203000000 }, "expected": { "columns": [ "facility_zone", "operation_mode", "cnt", "avg_throughput", "max_load" ], "results": [ [ "ZONE-1", "manual", "1", "900.0", "94.6" ], [ "ZONE-3", "hybrid", "2", "755.0", "99.0" ], [ "ZONE-1", "auto", "2", "582.5", "99.0" ], [ "ZONE-3", "manual", "2", "437.5", "72.8" ], [ "ZONE-4", "hybrid", "2", "385.0", "55.2" ], [ "ZONE-2", "manual", "2", "335.0", "88.1" ], [ "ZONE-4", "auto", "1", "150.0", "45.3" ], [ "ZONE-2", "auto", "1", "150.0", "45.3" ] ], "results_mode": "rowsort" } }, { "id": "Q186", "sql": "WITH combined_data AS (\n SELECT facility_zone, sorter_model, throughput_rate, load_factor, 'high_tput' AS source\n FROM \"{stream}\"\n WHERE throughput_rate >= 500.0 AND load_factor > 20.0\n UNION ALL\n SELECT facility_zone, sorter_model, throughput_rate, load_factor, 'low_tput' AS source\n FROM \"{stream}\"\n WHERE throughput_rate < 200.0 AND load_factor > 20.0\n)\nSELECT facility_zone, sorter_model, source,\n COUNT(*) AS cnt,\n AVG(throughput_rate) AS avg_throughput,\n AVG(load_factor) AS avg_load\nFROM combined_data\nGROUP BY facility_zone, sorter_model, source\nHAVING COUNT(*) >= 1\nORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 11099000000, "end_offset": 11263000000 }, "expected": { "columns": [ "facility_zone", "sorter_model", "source", "cnt", "avg_throughput", "avg_load" ], "results": [ [ "ZONE-1", "SORT-M3", "high_tput", "4", "726.25", "74.85" ], [ "ZONE-3", "SORT-X1", "high_tput", "2", "725.0", "66.0" ], [ "ZONE-2", "SORT-Q5", "low_tput", "1", "150.0", "45.3" ], [ "ZONE-4", "SORT-A7", "low_tput", "1", "150.0", "45.3" ] ], "results_mode": "rowsort" } }, { "id": "Q187", "sql": "SELECT facility_zone, op_mode, COUNT(*) AS cnt,\n AVG(avg_tput) AS overall_avg_tput,\n SUM(cnt_rows) AS total_rows\nFROM (\n SELECT facility_zone, op_mode,\n AVG(throughput_rate) AS avg_tput,\n COUNT(*) AS cnt_rows\n FROM (\n SELECT facility_zone,\n CASE\n WHEN operation_mode = 'auto' THEN 'AUTO'\n WHEN operation_mode = 'manual' THEN 'MANUAL'\n ELSE 'OTHER'\n END AS op_mode,\n throughput_rate, load_factor\n FROM \"{stream}\"\n WHERE load_factor > 10.0\n ) inner_q\n GROUP BY facility_zone, op_mode\n HAVING COUNT(*) >= 1\n) mid_q\nGROUP BY facility_zone, op_mode\nORDER BY overall_avg_tput DESC", "category": "cte_subquery", "time_offset": { "start_offset": 11159000000, "end_offset": 11323000000 }, "expected": { "columns": [ "facility_zone", "op_mode", "cnt", "overall_avg_tput", "total_rows" ], "results": [ [ "ZONE-1", "MANUAL", "1", "870.0", "2" ], [ "ZONE-3", "MANUAL", "1", "840.0", "1" ], [ "ZONE-3", "OTHER", "1", "755.0", "2" ], [ "ZONE-1", "AUTO", "1", "582.5", "2" ], [ "ZONE-4", "AUTO", "1", "457.5", "2" ], [ "ZONE-2", "MANUAL", "1", "335.0", "2" ], [ "ZONE-4", "OTHER", "1", "290.0", "1" ], [ "ZONE-2", "AUTO", "1", "220.0", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q271", "sql": "WITH platform_events AS (SELECT _timestamp, (CASE WHEN os_platform LIKE '%Android%' THEN 'Android' WHEN os_platform LIKE '%iOS%' OR os_platform LIKE '%iPhone%' THEN 'iOS' ELSE 'Other' END) AS platform, action_category, exception_message, error_code, visitor_session_id FROM \"{stream}\" WHERE org_name = 'warehouse-east') SELECT platform, COUNT(*) AS total, COUNT(DISTINCT visitor_session_id) AS users, COUNT(CASE WHEN exception_message LIKE '%Exception%' THEN 1 END) AS errors FROM platform_events GROUP BY platform", "category": "cte_subquery", "time_offset": { "start_offset": 16199000000, "end_offset": 16273000000 }, "expected": { "columns": [ "platform", "total", "users", "errors" ], "results": [ [ "Android", "1", "1", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q272", "sql": "WITH enriched AS (SELECT _timestamp, concat(coalesce(page_url, page_slug), '::', action_category) AS event_path, coalesce(exception_message, error_code) AS issue, visitor_session_id FROM \"{stream}\" WHERE action_category = 'performanceMetric') SELECT event_path, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM enriched WHERE issue IS NOT NULL GROUP BY event_path ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 16259000000, "end_offset": 16333000000 }, "expected": { "columns": [ "event_path", "cnt", "users" ], "results": [ [ "https://shop.example.com/item/1006::performanceMetric", "1", "1" ], [ "itemPage::performanceMetric", "1", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q273", "sql": "WITH filtered AS (SELECT * FROM \"{stream}\" WHERE org_name IN ('warehouse-north', 'warehouse-south') AND build_version NOT IN ('v1.0.0', 'v1.1.2') AND device_type IN ('Mobile', 'Computer', 'Tablet') AND action_category IN ('performanceMetric', 'navigation') AND page_slug = 'itemPage') SELECT action_category, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users, AVG(CAST(latency_ms AS FLOAT)) AS avg_latency FROM filtered GROUP BY action_category", "category": "cte_subquery", "time_offset": { "start_offset": 16319000000, "end_offset": 16393000000 }, "expected": { "columns": [ "action_category", "cnt", "users", "avg_latency" ], "results": [ [ "navigation", "1", "1", "45.0" ] ], "results_mode": "rowsort" } }, { "id": "Q274", "sql": "WITH error_messages AS (SELECT _timestamp, (CASE WHEN char_length(exception_message) > 0 THEN exception_message ELSE error_code END) AS display_error, action_category, page_slug, visitor_session_id FROM \"{stream}\" WHERE action_category = 'performanceMetric') SELECT display_error, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM error_messages GROUP BY display_error ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 16379000000, "end_offset": 16453000000 }, "expected": { "columns": [ "display_error", "cnt", "users" ], "results": [ [ "NetworkException: connection to batch sync failed", "2", "1" ], [ "SecurityException: unauthorized access to control_center CC-ALPHA", "2", "1" ], [ "ResourceExhaustedException: sorter_model SORT-M3 queue full", "1", "1" ], [ "ConfigurationException: missing facility_zone ZONE-3 override", "1", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q275", "sql": "SELECT duration_bucket, COUNT(*) AS cnt FROM (SELECT (CASE WHEN ((MAX(_timestamp) - MIN(_timestamp)) / 60000000) < 60 THEN 'under_1min' WHEN ((MAX(_timestamp) - MIN(_timestamp)) / 60000000) < 120 THEN '1_2min' ELSE 'over_2min' END) AS duration_bucket FROM \"{stream}\" WHERE action_category = 'navigation' GROUP BY visitor_session_id) GROUP BY duration_bucket", "category": "cte_subquery", "time_offset": { "start_offset": 16439000000, "end_offset": 16513000000 }, "expected": { "columns": [ "duration_bucket", "cnt" ], "results": [ [ "under_1min", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q276", "sql": "WITH error_set AS (SELECT * FROM \"{stream}\" WHERE exception_message LIKE '%Exception%' OR upstream_error_code LIKE '%UP-E00%' OR error_code LIKE '%E00%' OR event_detail LIKE '%fail%') SELECT action_category, page_slug, COUNT(*) AS cnt FROM error_set GROUP BY action_category, page_slug ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 16499000000, "end_offset": 16573000000 }, "expected": { "columns": [ "action_category", "page_slug", "cnt" ], "results": [ [ "navigation", "itemPage", "2" ], [ "performanceMetric", "itemPage", "2" ], [ "interaction", "searchPage", "2" ], [ "performanceMetric", "searchPage", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q277", "sql": "SELECT error_type, COUNT(*) AS total FROM (SELECT (CASE WHEN exception_message LIKE '%Exception%' THEN 'exception' WHEN upstream_error_code LIKE '%UP-E%' THEN 'upstream' WHEN error_code LIKE '%E00%' THEN 'coded' ELSE 'other' END) AS error_type FROM \"{stream}\" WHERE action_category = 'performanceMetric') GROUP BY error_type", "category": "cte_subquery", "time_offset": { "start_offset": 16559000000, "end_offset": 16633000000 }, "expected": { "columns": [ "error_type", "total" ], "results": [ [ "exception", "6" ] ], "results_mode": "rowsort" } }, { "id": "Q278", "sql": "WITH source_map AS (SELECT _timestamp, coalesce(page_url, resource_path) AS origin, action_category, action_subcategory, visitor_session_id, latency_ms FROM \"{stream}\" WHERE action_category = 'navigation') SELECT origin, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users, AVG(CAST(latency_ms AS FLOAT)) AS avg_latency FROM source_map GROUP BY origin ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 16619000000, "end_offset": 16693000000 }, "expected": { "columns": [ "origin", "cnt", "users", "avg_latency" ], "results": [ [ "None", "1", "1", "78.0" ], [ "https://shop.example.com/item/1005", "1", "1", "78.0" ] ], "results_mode": "rowsort" } }, { "id": "Q279", "sql": "WITH clean_data AS (SELECT * FROM \"{stream}\" WHERE error_code NOT IN ('E002', 'E004', 'E005') AND exception_message NOT LIKE '%Timeout%' AND action_category NOT IN ('interaction', 'navigation') AND info_tag IS NULL) SELECT component_name, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM clean_data GROUP BY component_name ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 16679000000, "end_offset": 16753000000 }, "expected": { "columns": [ "component_name", "cnt", "users" ], "results": [ [ "sorter-engine", "2", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q280", "sql": "WITH metrics AS (SELECT visitor_session_id, COUNT(*) AS event_count FROM \"{stream}\" WHERE action_category = 'performanceMetric' GROUP BY visitor_session_id), navigations AS (SELECT visitor_session_id, COUNT(*) AS nav_count FROM \"{stream}\" WHERE action_category = 'navigation' GROUP BY visitor_session_id) SELECT COALESCE(m.visitor_session_id, n.visitor_session_id) AS user_id, COALESCE(m.event_count, 0) AS metrics, COALESCE(n.nav_count, 0) AS navigations FROM metrics m FULL OUTER JOIN navigations n ON m.visitor_session_id = n.visitor_session_id", "category": "cte_subquery", "time_offset": { "start_offset": 16739000000, "end_offset": 16813000000 }, "expected": { "columns": [ "user_id", "metrics", "navigations" ], "results": [ [ "sess_001", "4", "0" ], [ "sess_003", "1", "0" ], [ "sess_005", "0", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q281", "sql": "WITH classified AS (SELECT *, (CASE WHEN os_platform LIKE '%Android%' THEN 'Android' WHEN os_platform LIKE '%iOS%' OR os_platform LIKE '%iPhone%' THEN 'iOS' ELSE 'Other' END) AS platform_group FROM \"{stream}\" WHERE org_name = 'warehouse-east') SELECT platform_group, page_slug, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM classified GROUP BY platform_group, page_slug ORDER BY platform_group, cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 16799000000, "end_offset": 16873000000 }, "expected": { "columns": [ "platform_group", "page_slug", "cnt", "users" ], "results": [ [ "Android", "cartPage", "1", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q282", "sql": "WITH event_class AS (SELECT *, (CASE WHEN latency_ms < 100 THEN 'fast' WHEN latency_ms < 500 THEN 'normal' WHEN latency_ms < 1000 THEN 'slow' ELSE 'degraded' END) AS speed, (CASE WHEN response_code = 200 THEN 'ok' WHEN response_code >= 500 THEN 'server_error' WHEN response_code >= 400 THEN 'client_error' ELSE 'unknown' END) AS outcome FROM \"{stream}\" WHERE latency_ms > 0) SELECT speed, outcome, COUNT(*) AS cnt FROM event_class GROUP BY speed, outcome ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 16859000000, "end_offset": 16933000000 }, "expected": { "columns": [ "speed", "outcome", "cnt" ], "results": [ [ "fast", "unknown", "2" ], [ "fast", "ok", "2" ], [ "degraded", "ok", "1" ], [ "degraded", "unknown", "1" ], [ "fast", "client_error", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q283", "sql": "SELECT error_code, COUNT(*) AS cnt FROM (SELECT error_code, exception_message FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND error_code IS NOT NULL) GROUP BY error_code ORDER BY cnt DESC LIMIT 5", "category": "cte_subquery", "time_offset": { "start_offset": 16919000000, "end_offset": 16993000000 }, "expected": { "columns": [ "error_code", "cnt" ], "results": [ [ "E001", "2" ], [ "E003", "2" ], [ "E004", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q284", "sql": "WITH filtered AS (SELECT * FROM \"{stream}\" WHERE org_name = 'warehouse-east' AND build_version IS NOT NULL AND device_type IN ('Mobile', 'Computer', 'Tablet') AND page_slug IN ('itemPage', 'cartPage', 'checkoutPage') AND action_category IN ('performanceMetric', 'navigation', 'interaction')) SELECT page_slug, action_category, COUNT(*) AS cnt FROM filtered GROUP BY page_slug, action_category HAVING COUNT(*) >= 2", "category": "cte_subquery", "time_offset": { "start_offset": 16979000000, "end_offset": 17053000000 }, "expected": { "columns": [ "page_slug", "action_category", "cnt" ], "results": [ [ "cartPage", "performanceMetric", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q285", "sql": "WITH display AS (SELECT concat(page_slug, '/', action_category) AS page_action, coalesce(exception_message, error_code, 'none') AS issue, visitor_session_id FROM \"{stream}\" WHERE action_category = 'performanceMetric') SELECT page_action, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM display GROUP BY page_action ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 17039000000, "end_offset": 17113000000 }, "expected": { "columns": [ "page_action", "cnt", "users" ], "results": [ [ "itemPage/performanceMetric", "2", "1" ], [ "checkoutPage/performanceMetric", "1", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q286", "sql": "WITH raw_counts AS (SELECT page_slug, COUNT(*) AS total FROM \"{stream}\" WHERE action_category = 'navigation' GROUP BY page_slug), error_counts AS (SELECT page_slug, COUNT(*) AS errors FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND error_code IS NOT NULL GROUP BY page_slug) SELECT COALESCE(r.page_slug, e.page_slug) AS page, COALESCE(r.total, 0) AS total_nav, COALESCE(e.errors, 0) AS total_errors FROM raw_counts r LEFT JOIN error_counts e ON r.page_slug = e.page_slug ORDER BY total_nav DESC", "category": "cte_subquery", "time_offset": { "start_offset": 17099000000, "end_offset": 17173000000 }, "expected": { "columns": [ "page", "total_nav", "total_errors" ], "results": [ [ "itemPage", "2", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q287", "sql": "WITH suspect_events AS (SELECT DISTINCT visitor_session_id, action_category, page_slug FROM \"{stream}\" WHERE exception_message LIKE '%Exception%' OR upstream_error_code LIKE '%UP-E%' OR error_code LIKE '%E00%' OR event_detail LIKE '%fail%') SELECT action_category, page_slug, COUNT(*) AS cnt FROM suspect_events GROUP BY action_category, page_slug ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 17159000000, "end_offset": 17233000000 }, "expected": { "columns": [ "action_category", "page_slug", "cnt" ], "results": [ [ "navigation", "itemPage", "1" ], [ "performanceMetric", "searchPage", "1" ], [ "performanceMetric", "itemPage", "1" ], [ "performanceMetric", "cartPage", "1" ], [ "performanceMetric", "checkoutPage", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q288", "sql": "WITH error_data AS (SELECT (CASE WHEN char_length(exception_message) > 0 THEN exception_message ELSE error_code END) AS error_label, action_category, page_slug, visitor_session_id, info_tag FROM \"{stream}\" WHERE action_category = 'performanceMetric') SELECT error_label, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users, COUNT(CASE WHEN info_tag IS NULL THEN 1 END) AS untagged FROM error_data GROUP BY error_label ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 17219000000, "end_offset": 17293000000 }, "expected": { "columns": [ "error_label", "cnt", "users", "untagged" ], "results": [ [ "NetworkException: connection to batch sync failed", "2", "1", "2" ], [ "OverflowException: throughput_rate 999.0 exceeds max capacity", "1", "1", "1" ], [ "ConfigurationException: missing facility_zone ZONE-3 override", "1", "1", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q289", "sql": "WITH platform_data AS (SELECT (CASE WHEN os_platform LIKE '%Android%' THEN 'Android' WHEN os_platform LIKE '%iOS%' OR os_platform LIKE '%iPhone%' THEN 'iOS' ELSE os_platform END) AS platform, action_category, error_code, exception_message FROM \"{stream}\" WHERE org_name = 'warehouse-east' AND action_category IN ('performanceMetric', 'navigation')) SELECT platform, COUNT(*) AS total, (100.0 * COUNT(CASE WHEN error_code IS NOT NULL THEN 1 END) / COUNT(*)) AS error_rate FROM platform_data GROUP BY platform", "category": "cte_subquery", "time_offset": { "start_offset": 17279000000, "end_offset": 17353000000 }, "expected": { "columns": [ "platform", "total", "error_rate" ], "results": [ [ "Android", "2", "100.0" ] ], "results_mode": "rowsort" } }, { "id": "Q290", "sql": "WITH latency_data AS (SELECT coalesce(page_slug, 'unknown') AS page, latency_ms, response_code FROM \"{stream}\" WHERE latency_ms BETWEEN 50 AND 2000) SELECT page, COUNT(*) AS cnt, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat, COUNT(CASE WHEN response_code >= 400 THEN 1 END) AS errors FROM latency_data GROUP BY page", "category": "cte_subquery", "time_offset": { "start_offset": 17339000000, "end_offset": 17413000000 }, "expected": { "columns": [ "page", "cnt", "avg_lat", "errors" ], "results": [ [ "searchPage", "1", "230.0", "1" ], [ "itemPage", "1", "89.0", "1" ], [ "cartPage", "2", "1450.0", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q291", "sql": "WITH clean AS (SELECT * FROM \"{stream}\" WHERE org_name NOT IN ('warehouse-south', 'warehouse-central') AND error_code NOT IN ('E002', 'E004') AND build_version NOT IN ('v1.0.0')) SELECT page_slug, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users, AVG(CAST(latency_ms AS FLOAT)) AS avg_latency FROM clean GROUP BY page_slug", "category": "cte_subquery", "time_offset": { "start_offset": 17399000000, "end_offset": 17473000000 }, "expected": { "columns": [ "page_slug", "cnt", "users", "avg_latency" ], "results": [ [ "itemPage", "2", "1", "89.0" ], [ "checkoutPage", "1", "1", "567.0" ] ], "results_mode": "rowsort" } }, { "id": "Q292", "sql": "WITH enriched AS (SELECT _timestamp, coalesce(page_url, resource_path, endpoint_path, page_slug) AS effective_url, coalesce(exception_message, upstream_error_code, error_code) AS issue_text, visitor_session_id FROM \"{stream}\" WHERE action_category = 'performanceMetric') SELECT effective_url, COUNT(*) AS cnt, COUNT(CASE WHEN issue_text LIKE '%Exception%' OR issue_text LIKE '%UP-E%' THEN 1 END) AS issues FROM enriched GROUP BY effective_url ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 17459000000, "end_offset": 17533000000 }, "expected": { "columns": [ "effective_url", "cnt", "issues" ], "results": [ [ "https://shop.example.com/item/1006", "1", "1" ], [ "itemPage", "1", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q293", "sql": "SELECT component_name, COUNT(*) AS cnt FROM (SELECT component_name, error_code FROM (SELECT component_name, error_code, exception_message FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND exception_message IS NOT NULL) WHERE error_code IN ('E001', 'E003', 'E005')) GROUP BY component_name", "category": "cte_subquery", "time_offset": { "start_offset": 17519000000, "end_offset": 17593000000 }, "expected": { "columns": [ "component_name", "cnt" ], "results": [ [ "zone-controller", "2" ], [ "track-router", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q294", "sql": "WITH android_item_page AS (SELECT * FROM \"{stream}\" WHERE re_match(os_platform, 'Android') AND page_slug IN ('itemPage', 'cartPage') AND action_category IN ('navigation', 'performanceMetric', 'interaction') AND exception_message IS NOT NULL) SELECT error_code, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM android_item_page GROUP BY error_code ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 17579000000, "end_offset": 17653000000 }, "expected": { "columns": [ "error_code", "cnt", "users" ], "results": [ [ "E004", "2", "1" ], [ "E007", "1", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q295", "sql": "WITH page_stats AS (SELECT page_slug, COUNT(*) AS cnt, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat FROM \"{stream}\" WHERE latency_ms > 0 GROUP BY page_slug) SELECT page_slug, cnt, avg_lat FROM page_stats WHERE avg_lat > 100 AND cnt > 2 ORDER BY avg_lat DESC", "category": "cte_subquery", "time_offset": { "start_offset": 17639000000, "end_offset": 17713000000 }, "expected": { "columns": [ "page_slug", "cnt", "avg_lat" ], "results": [ [ "itemPage", "4", "2550.0" ] ], "results_mode": "rowsort" } }, { "id": "Q438", "sql": "WITH level1 AS (SELECT _timestamp, action_category, page_slug, latency_ms, visitor_session_id FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND latency_ms > 0), level2 AS (SELECT visitor_session_id, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat FROM level1 GROUP BY visitor_session_id), level3 AS (SELECT l1._timestamp, l1.page_slug, l2.avg_lat FROM level1 l1 INNER JOIN level2 l2 ON l1.visitor_session_id = l2.visitor_session_id) SELECT page_slug, ROUND(AVG(avg_lat), 1) AS overall_avg, COUNT(*) AS cnt FROM level3 GROUP BY page_slug ORDER BY overall_avg DESC, page_slug ASC", "category": "cte_subquery", "time_offset": { "start_offset": 26219000000, "end_offset": 26293000000 }, "expected": { "columns": [ "page_slug", "overall_avg", "cnt" ], "results": [ [ "itemPage", "994.5", "2" ], [ "checkoutPage", "567.0", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q439", "sql": "WITH base AS (SELECT _timestamp, pallet_id, throughput_rate, load_factor, facility_zone FROM \"{stream}\" WHERE action_category = 'performanceMetric'), zone_stats AS (SELECT facility_zone, AVG(CAST(throughput_rate AS FLOAT)) AS zone_avg FROM base GROUP BY facility_zone) SELECT b.pallet_id, b.throughput_rate, b.load_factor, ROUND(z.zone_avg, 1) AS zone_avg FROM base b INNER JOIN zone_stats z ON b.facility_zone = z.facility_zone WHERE b.throughput_rate > z.zone_avg ORDER BY b.throughput_rate DESC, b.pallet_id ASC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 26279000000, "end_offset": 26353000000 }, "expected": { "columns": [ "pallet_id", "throughput_rate", "load_factor", "zone_avg" ], "results": [ [ "PL-003", "900.0", "94.6", "610.0" ], [ "PL-005", "900.0", "94.6", "610.0" ] ], "results_mode": "rowsort" } }, { "id": "Q440", "sql": "WITH perf AS (SELECT _timestamp, visitor_session_id, page_slug, latency_ms FROM \"{stream}\" WHERE action_category = 'performanceMetric'), nav AS (SELECT _timestamp, visitor_session_id, page_slug FROM \"{stream}\" WHERE action_category = 'navigation') SELECT DISTINCT p.visitor_session_id, p.page_slug AS perf_page, n.page_slug AS nav_page FROM perf p LEFT JOIN nav n ON p.visitor_session_id = n.visitor_session_id ORDER BY p.visitor_session_id ASC, p.page_slug ASC LIMIT 15", "category": "cte_subquery", "time_offset": { "start_offset": 26339000000, "end_offset": 26413000000 }, "expected": { "columns": [ "visitor_session_id", "perf_page", "nav_page" ], "results": [ [ "sess_001", "cartPage", "None" ], [ "sess_001", "itemPage", "None" ], [ "sess_001", "searchPage", "None" ], [ "sess_003", "itemPage", "None" ] ], "results_mode": "rowsort" } }, { "id": "Q441", "sql": "WITH categorized AS (SELECT *, (CASE WHEN latency_ms < 100 THEN 'fast' WHEN latency_ms < 500 THEN 'medium' ELSE 'slow' END) AS speed FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND latency_ms > 0) SELECT speed, COUNT(*) AS cnt, ROUND(AVG(CAST(latency_ms AS FLOAT)), 1) AS avg_lat, COUNT(DISTINCT page_slug) AS unique_pages FROM categorized GROUP BY speed ORDER BY (CASE WHEN speed = 'fast' THEN 1 WHEN speed = 'medium' THEN 2 ELSE 3 END) ASC", "category": "cte_subquery", "time_offset": { "start_offset": 26399000000, "end_offset": 26473000000 }, "expected": { "columns": [ "speed", "cnt", "avg_lat", "unique_pages" ], "results": [ [ "fast", "2", "89.0", "1" ], [ "slow", "2", "1008.5", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q442", "sql": "WITH ordered AS (SELECT _timestamp, visitor_session_id, page_slug, latency_ms, ROW_NUMBER() OVER (PARTITION BY visitor_session_id ORDER BY _timestamp) AS rn FROM \"{stream}\" WHERE action_category = 'navigation' AND visitor_session_id IS NOT NULL) SELECT visitor_session_id, page_slug AS first_visit_page, _timestamp FROM ordered WHERE rn = 1 ORDER BY visitor_session_id ASC", "category": "cte_subquery", "time_offset": { "start_offset": 26459000000, "end_offset": 26533000000 }, "expected": { "columns": [ "visitor_session_id", "first_visit_page" ], "results": [ [ "sess_002", "homePage" ] ], "results_mode": "rowsort" } }, { "id": "Q443", "sql": "WITH err AS (SELECT _timestamp, component_name, error_code, exception_message FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND error_code IS NOT NULL) SELECT component_name, COUNT(*) AS err_cnt, array_agg(error_code) AS codes FROM err GROUP BY component_name ORDER BY err_cnt DESC, component_name ASC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 26519000000, "end_offset": 26593000000 }, "expected": { "columns": [ "component_name", "err_cnt", "codes" ], "results": [ [ "track-router", "2", "['E003', 'E003']" ], [ "zone-controller", "2", "['E001', 'E001']" ], [ "batch-sync", "1", "['E004']" ] ], "results_mode": "rowsort" } }, { "id": "Q444", "sql": "WITH dups AS (SELECT visitor_session_id, page_slug, COUNT(*) AS cnt FROM \"{stream}\" WHERE visitor_session_id IS NOT NULL GROUP BY visitor_session_id, page_slug HAVING COUNT(*) > 1) SELECT d.visitor_session_id, d.page_slug, d.cnt FROM dups d ORDER BY d.cnt DESC, d.visitor_session_id ASC, d.page_slug ASC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 26579000000, "end_offset": 26653000000 }, "expected": { "columns": [ "visitor_session_id", "page_slug", "cnt" ], "results": [ [ "sess_001", "cartPage", "2" ], [ "sess_002", "checkoutPage", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q445", "sql": "WITH ranked AS (SELECT _timestamp, pallet_id, throughput_rate, RANK() OVER (ORDER BY throughput_rate DESC) AS tput_rank FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND throughput_rate > 0) SELECT pallet_id, throughput_rate, tput_rank FROM ranked WHERE tput_rank <= 5 ORDER BY tput_rank ASC", "category": "cte_subquery", "time_offset": { "start_offset": 26639000000, "end_offset": 26713000000 }, "expected": { "columns": [ "pallet_id", "throughput_rate", "tput_rank" ], "results": [ [ "PL-005", "900.0", "1" ], [ "PL-007", "900.0", "1" ], [ "PL-002", "290.0", "3" ] ], "results_mode": "rowsort" } }, { "id": "Q446", "sql": "WITH src AS (SELECT _timestamp, org_name, action_category, latency_ms FROM \"{stream}\" WHERE latency_ms > 0), agg AS (SELECT org_name, action_category, COUNT(*) AS cnt, ROUND(AVG(CAST(latency_ms AS FLOAT)), 1) AS avg_lat FROM src GROUP BY org_name, action_category) SELECT org_name, action_category, cnt, avg_lat FROM agg WHERE org_name IS NOT NULL ORDER BY cnt DESC, org_name ASC, action_category ASC LIMIT 12", "category": "cte_subquery", "time_offset": { "start_offset": 26699000000, "end_offset": 26773000000 }, "expected": { "columns": [ "org_name", "action_category", "cnt", "avg_lat" ], "results": [ [ "warehouse-south", "navigation", "2", "45.0" ], [ "warehouse-west", "interaction", "2", "15.0" ], [ "warehouse-central", "performanceMetric", "1", "230.0" ], [ "warehouse-east", "performanceMetric", "1", "1900.0" ], [ "warehouse-north", "performanceMetric", "1", "12.0" ] ], "results_mode": "rowsort" } }, { "id": "Q447", "sql": "WITH device_data AS (SELECT _timestamp, device_type, os_platform, action_category, page_slug FROM \"{stream}\" WHERE device_type IS NOT NULL), mobile_only AS (SELECT * FROM device_data WHERE device_type = 'Mobile' AND os_platform LIKE '%Android%'), desktop_only AS (SELECT * FROM device_data WHERE device_type = 'Computer') SELECT 'mobile_android' AS source, COUNT(*) AS cnt FROM mobile_only UNION ALL SELECT 'desktop' AS source, COUNT(*) AS cnt FROM desktop_only ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 26759000000, "end_offset": 26833000000 }, "expected": { "columns": [ "source", "cnt" ], "results": [ [ "desktop", "3" ], [ "mobile_android", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q448", "sql": "WITH agg AS (SELECT page_slug, COUNT(*) AS cnt, SUM(CAST(latency_ms AS FLOAT)) AS total_lat FROM \"{stream}\" WHERE latency_ms > 0 AND page_slug IS NOT NULL GROUP BY page_slug), stats AS (SELECT page_slug, cnt, ROUND(total_lat / NULLIF(cnt, 0), 1) AS avg_lat FROM agg) SELECT page_slug, cnt, avg_lat FROM stats WHERE avg_lat > 50 ORDER BY avg_lat DESC, page_slug ASC", "category": "cte_subquery", "time_offset": { "start_offset": 26819000000, "end_offset": 26893000000 }, "expected": { "columns": [ "page_slug", "cnt", "avg_lat" ], "results": [ [ "itemPage", "3", "1729.7" ], [ "checkoutPage", "2", "567.0" ], [ "homePage", "2", "78.0" ] ], "results_mode": "rowsort" } }, { "id": "Q449", "sql": "WITH tagged AS (SELECT *, concat(COALESCE(page_slug, 'unknown'), ':', COALESCE(action_subcategory, 'unknown')) AS tag FROM \"{stream}\" WHERE action_category IS NOT NULL) SELECT tag, COUNT(*) AS cnt FROM tagged GROUP BY tag ORDER BY cnt DESC, tag ASC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 26879000000, "end_offset": 26953000000 }, "expected": { "columns": [ "tag", "cnt" ], "results": [ [ "itemPage:clickEvent", "2" ], [ "itemPage:vitalsInp", "2" ], [ "homePage:vitalsLcp", "1" ], [ "itemPage:vitalsLcp", "1" ], [ "searchPage:vitalsCls", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q450", "sql": "WITH seq AS (SELECT _timestamp, visitor_session_id, page_slug, LAG(page_slug) OVER (PARTITION BY visitor_session_id ORDER BY _timestamp) AS prev_page FROM \"{stream}\" WHERE action_category IN ('navigation', 'interaction') AND visitor_session_id IS NOT NULL) SELECT visitor_session_id, prev_page, page_slug AS current_page, _timestamp FROM seq WHERE prev_page IS NOT NULL ORDER BY visitor_session_id ASC, _timestamp ASC LIMIT 15", "category": "cte_subquery", "time_offset": { "start_offset": 26939000000, "end_offset": 27013000000 }, "expected": { "columns": [ "visitor_session_id", "prev_page", "current_page" ], "results": [ [ "sess_005", "itemPage", "itemPage" ] ], "results_mode": "rowsort" } }, { "id": "Q451", "sql": "WITH nums AS (SELECT _timestamp, latency_ms, throughput_rate, load_factor FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND latency_ms > 0) SELECT ROUND(AVG(CAST(latency_ms AS FLOAT)), 1) AS avg_lat, ROUND(AVG(CAST(throughput_rate AS FLOAT)), 1) AS avg_tput, ROUND(CORR(CAST(latency_ms AS FLOAT), CAST(throughput_rate AS FLOAT)), 4) AS lat_tput_corr FROM nums", "category": "cte_subquery", "time_offset": { "start_offset": 26999000000, "end_offset": 27073000000 }, "expected": { "columns": [ "avg_lat", "avg_tput", "lat_tput_corr" ], "results": [ [ "548.8", "673.8", "-0.2258" ] ], "results_mode": "rowsort" } }, { "id": "Q452", "sql": "WITH error_summary AS (SELECT org_name, error_code, COUNT(*) AS cnt FROM \"{stream}\" WHERE error_code IS NOT NULL AND org_name IS NOT NULL GROUP BY org_name, error_code), ranked AS (SELECT org_name, error_code, cnt, ROW_NUMBER() OVER (PARTITION BY org_name ORDER BY cnt DESC) AS rn FROM error_summary) SELECT org_name, error_code, cnt FROM ranked WHERE rn <= 2 ORDER BY org_name ASC, rn ASC", "category": "cte_subquery", "time_offset": { "start_offset": 27059000000, "end_offset": 27133000000 }, "expected": { "columns": [ "org_name", "error_code", "cnt" ], "results": [ [ "warehouse-central", "E008", "2" ], [ "warehouse-east", "E009", "1" ], [ "warehouse-north", "E001", "1" ], [ "warehouse-south", "E007", "1" ], [ "warehouse-west", "E010", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q545", "sql": "WITH endpoint_stats AS (SELECT spath(request_payload, 'message.endpoint') AS endpoint, COUNT(*) AS cnt FROM \"{stream}\" WHERE str_match_ignore_case(request_payload, 'endpoint') GROUP BY endpoint ) SELECT endpoint, cnt FROM endpoint_stats WHERE cnt > 0 ORDER BY cnt DESC LIMIT 5", "category": "cte_subquery", "time_offset": { "start_offset": 32639000000, "end_offset": 32713000000 }, "expected": { "row_count": 5, "columns": [ "endpoint", "cnt" ], "assertions": [ { "type": "row_contains", "match": { "endpoint": "scanPallet" } } ], "note": "spath() is OO-specific; DuckDB cannot replicate", "skip_sqllogictest": true } }, { "id": "Q546", "sql": "WITH resolved AS (SELECT _timestamp, COALESCE(org_name, site_name, region_code) AS tenant, COALESCE(latency_ms, lcp_micros) AS response_time, COALESCE(response_code, 0) AS status FROM \"{stream}\" ) SELECT tenant, COUNT(*) AS reqs, AVG(CAST(response_time AS FLOAT)) AS avg_rt, SUM(CASE WHEN status >= 400 THEN 1 ELSE 0 END) AS errors FROM resolved GROUP BY tenant ORDER BY reqs DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 32699000000, "end_offset": 32773000000 }, "expected": { "columns": [ "tenant", "reqs", "avg_rt", "errors" ], "results": [ [ "warehouse-south", "2", "45.0", "2" ], [ "warehouse-west", "2", "15.0", "0" ], [ "warehouse-east", "1", "1900.0", "0" ], [ "warehouse-north", "1", "12.0", "1" ], [ "warehouse-central", "1", "230.0", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q547", "sql": "WITH base AS (SELECT component_name, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat FROM \"{stream}\" GROUP BY component_name ) SELECT component_name, avg_lat, CASE WHEN avg_lat < 500 THEN 'fast' WHEN avg_lat < 1500 THEN 'moderate' ELSE 'slow' END AS perf_tier FROM base ORDER BY avg_lat DESC", "category": "cte_subquery", "time_offset": { "start_offset": 32759000000, "end_offset": 32833000000 }, "expected": { "columns": [ "component_name", "avg_lat", "perf_tier" ], "results": [ [ "batch-sync", "1450.0", "moderate" ], [ "lane-monitor", "567.0", "moderate" ], [ "track-router", "230.0", "fast" ], [ "pallet-mapper", "89.0", "fast" ], [ "scan-hub", "45.0", "fast" ] ], "results_mode": "rowsort" } }, { "id": "Q548", "sql": "SELECT component_name, COUNT(*) AS cnt, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat FROM \"{stream}\" WHERE latency_ms > (SELECT AVG(CAST(latency_ms AS FLOAT)) FROM \"{stream}\") GROUP BY component_name ORDER BY avg_lat DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 32819000000, "end_offset": 32893000000 }, "expected": { "columns": [ "component_name", "cnt", "avg_lat" ], "results": [ [ "temp-regulator", "1", "3200.0" ], [ "sorter-engine", "1", "1900.0" ] ], "results_mode": "rowsort", "skip_column_check": true } }, { "id": "Q612", "sql": "SELECT _timestamp, facility_zone, throughput_rate, (SELECT ROUND(AVG(load_factor), 2) FROM \"{stream}\" t2 WHERE t2.facility_zone = t1.facility_zone AND t2.throughput_rate > (SELECT AVG(throughput_rate) FROM \"{stream}\" t3 WHERE t3.facility_zone = t2.facility_zone)) AS avg_load_above_avg_tput FROM \"{stream}\" t1 ORDER BY _timestamp LIMIT 5", "category": "cte_subquery", "time_offset": { "start_offset": 36600000000, "end_offset": 36780000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "avg_load_above_avg_tput" ], "results": [ [ "ZONE-2", "725.0", "16.95" ], [ "ZONE-1", "840.0", "63.8" ], [ "ZONE-3", "840.0", "66.0" ], [ "ZONE-4", "290.0", "55.2" ], [ "ZONE-1", "555.0", "63.8" ] ], "results_mode": "rowsort" } }, { "id": "Q613", "sql": "SELECT facility_zone, ROUND(AVG(throughput_rate), 1) AS avg_tput FROM \"{stream}\" GROUP BY facility_zone HAVING AVG(throughput_rate) > (SELECT AVG(throughput_rate) * 0.5 FROM \"{stream}\") ORDER BY avg_tput DESC", "category": "cte_subquery", "time_offset": { "start_offset": 36660000000, "end_offset": 36840000000 }, "expected": { "columns": [ "facility_zone", "avg_tput" ], "results": [ [ "ZONE-1", "610.0" ], [ "ZONE-3", "581.3" ], [ "ZONE-2", "367.0" ], [ "ZONE-4", "338.8" ] ], "results_mode": "rowsort" } }, { "id": "Q614", "sql": "WITH zone_stats AS (SELECT facility_zone, AVG(throughput_rate) AS avg_tput, AVG(load_factor) AS avg_load FROM \"{stream}\" GROUP BY facility_zone), high_tput AS (SELECT facility_zone, avg_tput, avg_load FROM zone_stats WHERE avg_tput > 300), low_load AS (SELECT facility_zone, avg_tput, avg_load FROM zone_stats WHERE avg_load < 50) SELECT h.facility_zone, h.avg_tput, l.avg_load FROM high_tput h JOIN low_load l ON h.facility_zone = l.facility_zone ORDER BY h.avg_tput DESC", "category": "cte_subquery", "time_offset": { "start_offset": 36720000000, "end_offset": 36900000000 }, "expected": { "columns": [ "facility_zone", "avg_tput", "avg_load" ], "results": [ [ "ZONE-2", "498.3333333333333", "29.7" ] ], "results_mode": "rowsort" } }, { "id": "Q615", "sql": "SELECT pallet_id FROM \"{stream}\" WHERE facility_zone = 'ZONE-1' INTERSECT SELECT pallet_id FROM \"{stream}\" WHERE facility_zone = 'ZONE-2' ORDER BY pallet_id", "category": "cte_subquery", "time_offset": { "start_offset": 36780000000, "end_offset": 36960000000 }, "expected": { "columns": [ "pallet_id" ], "results": [], "results_mode": "rowsort" } }, { "id": "Q616", "sql": "SELECT pallet_id FROM \"{stream}\" WHERE facility_zone = 'ZONE-1' EXCEPT SELECT pallet_id FROM \"{stream}\" WHERE facility_zone = 'ZONE-2' ORDER BY pallet_id", "category": "cte_subquery", "time_offset": { "start_offset": 36840000000, "end_offset": 37020000000 }, "expected": { "columns": [ "pallet_id" ], "results": [ [ "PL-003" ], [ "PL-007" ] ], "results_mode": "rowsort" } }, { "id": "Q617", "sql": "SELECT _timestamp, pallet_id, throughput_rate, (SELECT MAX(throughput_rate) FROM \"{stream}\" t2 WHERE t2.facility_zone = t1.facility_zone) AS zone_max_tput FROM \"{stream}\" t1 ORDER BY _timestamp LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 36900000000, "end_offset": 37080000000 }, "expected": { "columns": [ "pallet_id", "throughput_rate", "zone_max_tput" ], "results": [ [ "PL-001", "900.0", "900.0" ], [ "PL-008", "150.0", "725.0" ], [ "PL-002", "150.0", "480.0" ], [ "PL-003", "320.0", "840.0" ], [ "PL-004", "480.0", "725.0" ], [ "PL-006", "480.0", "480.0" ], [ "PL-005", "610.0", "900.0" ], [ "PL-007", "610.0", "840.0" ], [ "PL-008", "725.0", "725.0" ], [ "PL-001", "840.0", "900.0" ] ], "results_mode": "rowsort" } }, { "id": "Q618", "sql": "SELECT DISTINCT facility_zone FROM \"{stream}\" t1 WHERE NOT EXISTS (SELECT 1 FROM \"{stream}\" t2 WHERE t2.facility_zone = t1.facility_zone AND t2.throughput_rate > 800) ORDER BY facility_zone", "category": "cte_subquery", "time_offset": { "start_offset": 36960000000, "end_offset": 37140000000 }, "expected": { "columns": [ "facility_zone" ], "results": [ [ "ZONE-2" ], [ "ZONE-4" ] ], "results_mode": "rowsort" } }, { "id": "Q619", "sql": "WITH combined_zones AS (SELECT pallet_id, facility_zone, 'high' AS category FROM \"{stream}\" WHERE throughput_rate > 500 UNION ALL SELECT pallet_id, facility_zone, 'low' AS category FROM \"{stream}\" WHERE throughput_rate <= 500) SELECT category, facility_zone, COUNT(*) AS cnt FROM combined_zones GROUP BY category, facility_zone ORDER BY category, facility_zone", "category": "cte_subquery", "time_offset": { "start_offset": 37020000000, "end_offset": 37200000000 }, "expected": { "columns": [ "category", "facility_zone", "cnt" ], "results": [ [ "high", "ZONE-1", "3" ], [ "high", "ZONE-2", "1" ], [ "high", "ZONE-3", "2" ], [ "high", "ZONE-4", "1" ], [ "low", "ZONE-1", "1" ], [ "low", "ZONE-2", "3" ], [ "low", "ZONE-3", "1" ], [ "low", "ZONE-4", "4" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q620", "sql": "WITH base AS (SELECT _timestamp, facility_zone, throughput_rate, load_factor FROM \"{stream}\"), zone_avgs AS (SELECT facility_zone, ROUND(AVG(throughput_rate), 1) AS avg_tput, ROUND(AVG(load_factor), 1) AS avg_load FROM base GROUP BY facility_zone), ranked AS (SELECT facility_zone, avg_tput, avg_load, ROW_NUMBER() OVER (ORDER BY avg_tput DESC) AS rn FROM zone_avgs) SELECT facility_zone, avg_tput, avg_load, rn FROM ranked WHERE rn <= 5 ORDER BY rn", "category": "cte_subquery", "time_offset": { "start_offset": 37080000000, "end_offset": 37260000000 }, "expected": { "columns": [ "facility_zone", "avg_tput", "avg_load", "rn" ], "results": [ [ "ZONE-3", "653.8", "67.1", "1" ], [ "ZONE-1", "645.0", "73.5", "2" ], [ "ZONE-4", "451.7", "26.4", "3" ], [ "ZONE-2", "421.3", "44.3", "4" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q621", "sql": "SELECT DISTINCT org_name FROM \"{stream}\" t1 WHERE EXISTS (SELECT 1 FROM \"{stream}\" t2 WHERE t2.org_name = t1.org_name AND re_match(t2.error_code, 'E00[5-9]')) ORDER BY org_name", "category": "cte_subquery", "time_offset": { "start_offset": 37140000000, "end_offset": 37320000000 }, "expected": { "columns": [ "org_name" ], "results": [ [ "warehouse-central" ], [ "warehouse-east" ], [ "warehouse-north" ], [ "warehouse-south" ], [ "warehouse-west" ] ], "results_mode": "rowsort" } }, { "id": "Q622", "sql": "SELECT _timestamp, pallet_id, throughput_rate FROM \"{stream}\" WHERE throughput_rate > (SELECT AVG(throughput_rate) FROM \"{stream}\" WHERE facility_zone IN (SELECT facility_zone FROM \"{stream}\" WHERE load_factor > (SELECT AVG(load_factor) FROM \"{stream}\"))) ORDER BY _timestamp LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 37200000000, "end_offset": 37380000000 }, "expected": { "columns": [ "pallet_id", "throughput_rate" ], "results": [ [ "PL-002", "725.0" ], [ "PL-001", "840.0" ], [ "PL-003", "840.0" ], [ "PL-005", "555.0" ], [ "PL-007", "555.0" ], [ "PL-001", "900.0" ], [ "PL-007", "610.0" ], [ "PL-001", "610.0" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q623", "sql": "WITH pairs AS (SELECT a.pallet_id AS p1, b.pallet_id AS p2, a.facility_zone FROM \"{stream}\" a JOIN \"{stream}\" b ON a.facility_zone = b.facility_zone AND a.pallet_id < b.pallet_id) SELECT facility_zone, COUNT(*) AS pair_count FROM pairs GROUP BY facility_zone ORDER BY facility_zone", "category": "cte_subquery", "time_offset": { "start_offset": 37260000000, "end_offset": 37440000000 }, "expected": { "columns": [ "facility_zone", "pair_count" ], "results": [ [ "ZONE-1", "4" ], [ "ZONE-2", "4" ], [ "ZONE-3", "2" ], [ "ZONE-4", "6" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q624", "sql": "SELECT facility_zone, COUNT(*) AS zone_total, (SELECT COUNT(*) FROM \"{stream}\" t2 WHERE t2.facility_zone = t1.facility_zone AND t2.throughput_rate > 500) AS high_tput_count FROM \"{stream}\" t1 GROUP BY facility_zone ORDER BY facility_zone", "category": "cte_subquery", "time_offset": { "start_offset": 37320000000, "end_offset": 37500000000 }, "expected": { "columns": [ "facility_zone", "zone_total", "high_tput_count" ], "results": [ [ "ZONE-1", "5", "4" ], [ "ZONE-2", "4", "1" ], [ "ZONE-3", "4", "3" ], [ "ZONE-4", "3", "1" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q625", "sql": "WITH numbered AS (SELECT _timestamp, facility_zone, throughput_rate, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS rn FROM \"{stream}\"), latest AS (SELECT facility_zone, throughput_rate FROM numbered WHERE rn <= 3) SELECT facility_zone, ROUND(AVG(throughput_rate), 1) AS avg_recent_tput FROM latest GROUP BY facility_zone ORDER BY facility_zone", "category": "cte_subquery", "time_offset": { "start_offset": 37380000000, "end_offset": 37560000000 }, "expected": { "columns": [ "facility_zone", "avg_recent_tput" ], "results": [ [ "ZONE-1", "765.0" ], [ "ZONE-2", "401.7" ], [ "ZONE-3", "688.3" ], [ "ZONE-4", "388.3" ] ], "results_mode": "rowsort" } }, { "id": "Q626", "sql": "SELECT zone, MAX(tput) AS peak_tput FROM (SELECT facility_zone AS zone, throughput_rate AS tput FROM \"{stream}\" WHERE re_match(operation_mode, 'auto|hybrid')) AS sub GROUP BY zone ORDER BY peak_tput DESC", "category": "cte_subquery", "time_offset": { "start_offset": 37440000000, "end_offset": 37620000000 }, "expected": { "columns": [ "zone", "peak_tput" ], "results": [ [ "ZONE-3", "900.0" ], [ "ZONE-4", "725.0" ], [ "ZONE-1", "610.0" ], [ "ZONE-2", "150.0" ] ], "results_mode": "rowsort" } }, { "id": "Q627", "sql": "SELECT DISTINCT t1.org_name FROM \"{stream}\" t1 WHERE NOT EXISTS (SELECT 1 FROM \"{stream}\" t2 WHERE t2.org_name = t1.org_name AND t2.facility_zone = 'ZONE-1') ORDER BY org_name", "category": "cte_subquery", "time_offset": { "start_offset": 37500000000, "end_offset": 37680000000 }, "expected": { "columns": [ "org_name" ], "results": [ [ "warehouse-north" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q628", "sql": "WITH raw AS (SELECT _timestamp, facility_zone, throughput_rate, load_factor FROM \"{stream}\"), hourly AS (SELECT facility_zone, histogram(_timestamp, '1 minute') AS _time, AVG(throughput_rate) AS avg_tput, AVG(load_factor) AS avg_load FROM raw GROUP BY facility_zone, _time), summary AS (SELECT facility_zone, ROUND(AVG(avg_tput), 1) AS overall_tput, ROUND(AVG(avg_load), 1) AS overall_load FROM hourly GROUP BY facility_zone) SELECT facility_zone, overall_tput, overall_load FROM summary ORDER BY overall_tput DESC", "category": "cte_subquery", "time_offset": { "start_offset": 37560000000, "end_offset": 37740000000 }, "expected": { "columns": [ "facility_zone", "overall_tput", "overall_load" ], "results": [ [ "ZONE-3", "686.7", "71.1" ], [ "ZONE-1", "625.0", "75.3" ], [ "ZONE-4", "401.7", "51.9" ], [ "ZONE-2", "290.0", "46.1" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q629", "sql": "WITH errors AS (SELECT _timestamp, facility_zone, error_code, exception_message FROM \"{stream}\" WHERE re_match(exception_message, 'Exception|Error|Overflow')), classified AS (SELECT facility_zone, CASE WHEN re_match(error_code, 'E00[1-4]') THEN 'minor' ELSE 'major' END AS severity FROM errors) SELECT facility_zone, severity, COUNT(*) AS cnt FROM classified GROUP BY facility_zone, severity ORDER BY facility_zone, severity", "category": "cte_subquery", "time_offset": { "start_offset": 37620000000, "end_offset": 37800000000 }, "expected": { "columns": [ "facility_zone", "severity", "cnt" ], "results": [ [ "ZONE-1", "major", "2" ], [ "ZONE-1", "minor", "1" ], [ "ZONE-2", "major", "3" ], [ "ZONE-2", "minor", "2" ], [ "ZONE-3", "major", "2" ], [ "ZONE-3", "minor", "2" ], [ "ZONE-4", "major", "2" ], [ "ZONE-4", "minor", "2" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q630", "sql": "WITH max_tput AS (SELECT facility_zone, MAX(throughput_rate) AS max_rate FROM \"{stream}\" GROUP BY facility_zone) SELECT t._timestamp, t.facility_zone, t.throughput_rate FROM \"{stream}\" t JOIN max_tput m ON t.facility_zone = m.facility_zone AND t.throughput_rate = m.max_rate ORDER BY t._timestamp LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 37680000000, "end_offset": 37860000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate" ], "results": [ [ "ZONE-3", "900.0" ], [ "ZONE-1", "900.0" ], [ "ZONE-4", "725.0" ], [ "ZONE-2", "725.0" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q757", "sql": "WITH cte1 AS (SELECT _timestamp, facility_zone, operation_mode, throughput_rate, load_factor FROM \"{stream}\" WHERE throughput_rate > 100), cte2 AS (SELECT cte1.*, AVG(cte1.throughput_rate) OVER (PARTITION BY cte1.facility_zone) AS zone_avg FROM cte1), cte3 AS (SELECT *, CASE WHEN throughput_rate > zone_avg THEN 'above_avg' ELSE 'below_avg' END AS perf_tier FROM cte2) SELECT perf_tier, COUNT(*) AS cnt, AVG(throughput_rate) AS avg_rate, AVG(load_factor) AS avg_load FROM cte3 GROUP BY perf_tier ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 45359000000, "end_offset": 45433000000 }, "expected": { "columns": [ "perf_tier", "cnt", "avg_rate", "avg_load" ], "results": [ [ "below_avg", "4", "558.75", "66.425" ], [ "above_avg", "3", "720.0", "29.133333333333336" ] ], "results_mode": "rowsort" } }, { "id": "Q758", "sql": "WITH base AS (SELECT * FROM \"{stream}\" WHERE latency_ms IS NOT NULL), ranked AS (SELECT *, ROW_NUMBER() OVER (PARTITION BY component_name ORDER BY latency_ms DESC) AS rn FROM base), top3 AS (SELECT component_name, latency_ms, rn FROM ranked WHERE rn <= 3) SELECT component_name, AVG(latency_ms) AS avg_top3_lat, COUNT(*) AS top3_cnt FROM top3 GROUP BY component_name ORDER BY avg_top3_lat DESC", "category": "cte_subquery", "time_offset": { "start_offset": 45419000000, "end_offset": 45493000000 }, "expected": { "columns": [ "component_name", "avg_top3_lat", "top3_cnt" ], "results": [ [ "temp-regulator", "3200.0", "1" ], [ "sorter-engine", "1900.0", "1" ], [ "lane-monitor", "567.0", "2" ], [ "pallet-mapper", "89.0", "1" ], [ "charge-checker", "78.0", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q759", "sql": "WITH cte1 AS (SELECT facility_zone, AVG(throughput_rate) AS avg_rate, AVG(load_factor) AS avg_load FROM \"{stream}\" GROUP BY facility_zone), cte2 AS (SELECT facility_zone, AVG(throughput_rate) AS avg_rate2 FROM \"{stream2}\" GROUP BY facility_zone), cte3 AS (SELECT c1.facility_zone, c1.avg_rate, c1.avg_load, c2.avg_rate2, c1.avg_rate / NULLIF(c2.avg_rate2, 0) AS ratio FROM cte1 c1 LEFT JOIN cte2 c2 ON c1.facility_zone = c2.facility_zone) SELECT * FROM cte3 ORDER BY ratio DESC NULLS LAST", "category": "cte_subquery", "time_offset": { "start_offset": 45479000000, "end_offset": 45553000000 }, "expected": { "columns": [ "facility_zone", "avg_rate", "avg_load", "avg_rate2", "ratio" ], "results": [ [ "ZONE-3", "610.0", "81.25", "320.0", "1.90625" ], [ "ZONE-2", "335.0", "54.75", "315.0", "1.0634920634920635" ], [ "ZONE-1", "610.0", "81.25", "755.0", "0.8079470198675497" ], [ "ZONE-4", "150.0", "45.3", "315.0", "0.47619047619047616" ] ], "results_mode": "rowsort" } }, { "id": "Q760", "sql": "SELECT facility_zone, COUNT(*) AS cnt, AVG(throughput_rate) AS avg_rate, g.global_avg_rate FROM \"{stream}\", (SELECT AVG(throughput_rate) AS global_avg_rate FROM \"{stream}\") g GROUP BY facility_zone, g.global_avg_rate ORDER BY avg_rate DESC", "category": "cte_subquery", "time_offset": { "start_offset": 45539000000, "end_offset": 45613000000 }, "expected": { "columns": [ "facility_zone", "cnt", "avg_rate", "global_avg_rate" ], "results": [ [ "ZONE-1", "1", "610.0", "597.1428571428571" ], [ "ZONE-2", "2", "602.5", "597.1428571428571" ], [ "ZONE-4", "2", "602.5", "597.1428571428571" ], [ "ZONE-3", "2", "580.0", "597.1428571428571" ] ], "results_mode": "rowsort" } }, { "id": "Q761", "sql": "SELECT component_name, COUNT(*) AS cnt, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat, g.global_avg_lat FROM \"{stream}\", (SELECT AVG(CAST(latency_ms AS FLOAT)) AS global_avg_lat FROM \"{stream}\" WHERE latency_ms IS NOT NULL) g WHERE latency_ms IS NOT NULL GROUP BY component_name, g.global_avg_lat ORDER BY avg_lat DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 45599000000, "end_offset": 45673000000 }, "expected": { "columns": [ "component_name", "cnt", "avg_lat", "global_avg_lat" ], "results": [ [ "temp-regulator", "2", "3200.0", "1239.0" ], [ "batch-sync", "1", "1450.0", "1239.0" ], [ "lane-monitor", "1", "567.0", "1239.0" ], [ "pallet-mapper", "2", "89.0", "1239.0" ], [ "charge-checker", "1", "78.0", "1239.0" ] ], "results_mode": "rowsort" } }, { "id": "Q762", "sql": "SELECT a.component_name, a.latency_ms, (SELECT AVG(CAST(b.latency_ms AS FLOAT)) FROM \"{stream2}\" b WHERE b.component_name = a.component_name) AS avg_in_other_stream FROM \"{stream}\" a WHERE a.latency_ms IS NOT NULL ORDER BY a.latency_ms DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 45659000000, "end_offset": 45733000000 }, "expected": { "columns": [ "component_name", "latency_ms", "avg_in_other_stream" ], "results": [ [ "temp-regulator", "3200", "None" ], [ "sorter-engine", "1900", "1900.0" ], [ "charge-checker", "78", "78.0" ], [ "charge-checker", "78", "78.0" ], [ "conveyor-driver", "15", "15.0" ], [ "conveyor-driver", "15", "15.0" ], [ "zone-controller", "12", "12.0" ] ], "results_mode": "rowsort" } }, { "id": "Q763", "sql": "SELECT a._timestamp, a.facility_zone, a.throughput_rate FROM \"{stream}\" a WHERE EXISTS (SELECT 1 FROM \"{stream}\" b WHERE b.facility_zone = a.facility_zone AND b.throughput_rate > a.throughput_rate AND b._timestamp > a._timestamp) ORDER BY a._timestamp ASC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 45719000000, "end_offset": 45793000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate" ], "results": [ [ "ZONE-2", "150.0" ], [ "ZONE-1", "320.0" ], [ "ZONE-3", "320.0" ] ], "results_mode": "rowsort" } }, { "id": "Q764", "sql": "SELECT a.component_name, a.region_code, a.latency_ms FROM \"{stream}\" a WHERE a.latency_ms > (SELECT AVG(CAST(b.latency_ms AS FLOAT)) FROM \"{stream}\" b WHERE b.region_code = a.region_code) ORDER BY a.latency_ms DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 45779000000, "end_offset": 45853000000 }, "expected": { "columns": [ "component_name", "region_code", "latency_ms" ], "results": [], "results_mode": "rowsort" } }, { "id": "Q765", "sql": "SELECT a.pallet_id, a.facility_zone, a.load_factor FROM \"{stream}\" a WHERE a.load_factor = (SELECT MAX(b.load_factor) FROM \"{stream}\" b WHERE b.facility_zone = a.facility_zone) ORDER BY a.facility_zone, a.pallet_id LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 45839000000, "end_offset": 45913000000 }, "expected": { "columns": [ "pallet_id", "facility_zone", "load_factor" ], "results": [ [ "PL-007", "ZONE-1", "94.6" ], [ "PL-004", "ZONE-2", "88.1" ], [ "PL-005", "ZONE-3", "94.6" ], [ "PL-002", "ZONE-4", "55.2" ] ], "results_mode": "rowsort" } }, { "id": "Q766", "sql": "SELECT facility_zone, AVG(throughput_rate) AS avg_rate FROM \"{stream}\", (SELECT AVG(throughput_rate) AS global_avg FROM \"{stream}\") g GROUP BY facility_zone, g.global_avg HAVING AVG(throughput_rate) > g.global_avg ORDER BY avg_rate DESC", "category": "cte_subquery", "time_offset": { "start_offset": 45899000000, "end_offset": 45973000000 }, "expected": { "columns": [ "facility_zone", "avg_rate" ], "results": [ [ "ZONE-1", "755.0" ] ], "results_mode": "rowsort" } }, { "id": "Q767", "sql": "SELECT component_name, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat FROM \"{stream}\" WHERE latency_ms IS NOT NULL GROUP BY component_name HAVING AVG(CAST(latency_ms AS FLOAT)) > (SELECT PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY latency_ms) FROM \"{stream}\") ORDER BY avg_lat DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 45959000000, "end_offset": 46033000000 }, "expected": { "columns": [ "component_name", "avg_lat" ], "results": [ [ "batch-sync", "1450.0" ], [ "lane-monitor", "567.0" ] ], "results_mode": "rowsort" } }, { "id": "Q768", "sql": "WITH paired AS (SELECT a.facility_zone AS zone_a, b.facility_zone AS zone_b, a.throughput_rate AS rate_a, b.throughput_rate AS rate_b FROM \"{stream}\" a JOIN \"{stream2}\" b ON a.facility_zone < b.facility_zone) SELECT zone_a, zone_b, AVG(rate_a) AS avg_a, AVG(rate_b) AS avg_b, AVG(rate_a + rate_b) AS combined_avg FROM paired GROUP BY zone_a, zone_b ORDER BY combined_avg DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 46019000000, "end_offset": 46093000000 }, "expected": { "columns": [ "zone_a", "zone_b", "avg_a", "avg_b", "combined_avg" ], "results": [ [ "ZONE-1", "ZONE-3", "555.0", "727.5", "1282.5" ], [ "ZONE-3", "ZONE-4", "870.0", "190.0", "1060.0" ], [ "ZONE-2", "ZONE-3", "240.0", "727.5", "967.5" ], [ "ZONE-1", "ZONE-2", "555.0", "220.0", "775.0" ], [ "ZONE-1", "ZONE-4", "555.0", "190.0", "745.0" ], [ "ZONE-2", "ZONE-4", "240.0", "190.0", "430.0" ] ], "results_mode": "rowsort", "skip_sqllogictest": true, "skip_row_count": true, "skip_column_check": true } }, { "id": "Q769", "sql": "WITH high_rate AS (SELECT pallet_id, facility_zone, throughput_rate FROM \"{stream}\" WHERE throughput_rate > 500), low_rate AS (SELECT pallet_id, facility_zone, throughput_rate FROM \"{stream}\" WHERE throughput_rate < 200), combined AS (SELECT *, 'high' AS tier FROM high_rate UNION ALL SELECT *, 'low' AS tier FROM low_rate) SELECT tier, COUNT(*) AS cnt, AVG(throughput_rate) AS avg_rate FROM combined GROUP BY tier ORDER BY tier", "category": "cte_subquery", "time_offset": { "start_offset": 46079000000, "end_offset": 46153000000 }, "expected": { "columns": [ "tier", "cnt", "avg_rate" ], "results": [ [ "high", "2", "900.0" ], [ "low", "2", "170.0" ] ], "results_mode": "rowsort" } }, { "id": "Q770", "sql": "SELECT facility_zone, sorter_model, throughput_rate FROM \"{stream}\" a WHERE throughput_rate > (SELECT AVG(throughput_rate) FROM \"{stream}\" b WHERE b.facility_zone = a.facility_zone AND b.facility_zone IN (SELECT facility_zone FROM \"{stream2}\" WHERE load_factor > 50)) ORDER BY throughput_rate DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 46139000000, "end_offset": 46213000000 }, "expected": { "columns": [ "facility_zone", "sorter_model", "throughput_rate" ], "results": [ [ "ZONE-1", "SORT-M3", "840.0" ], [ "ZONE-4", "SORT-A7", "725.0" ] ], "results_mode": "rowsort" } }, { "id": "Q771", "sql": "SELECT component_name, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat, COUNT(*) AS cnt, (SELECT MAX(latency_ms) FROM \"{stream}\" b WHERE b.component_name = a.component_name) AS max_lat, (SELECT MIN(latency_ms) FROM \"{stream}\" b WHERE b.component_name = a.component_name) AS min_lat FROM \"{stream}\" a WHERE a.latency_ms IS NOT NULL GROUP BY component_name ORDER BY avg_lat DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 46199000000, "end_offset": 46273000000 }, "expected": { "columns": [ "component_name", "avg_lat", "cnt", "max_lat", "min_lat" ], "results": [ [ "temp-regulator", "3200.0", "2", "3200", "3200" ], [ "batch-sync", "1450.0", "1", "1450", "1450" ], [ "lane-monitor", "567.0", "1", "567", "567" ], [ "pallet-mapper", "89.0", "2", "89", "89" ], [ "charge-checker", "78.0", "1", "78", "78" ] ], "results_mode": "rowsort" } }, { "id": "Q772", "sql": "WITH zone_baseline AS (SELECT facility_zone, AVG(throughput_rate) AS baseline_rate, STDDEV(throughput_rate) AS std_rate FROM \"{stream}\" GROUP BY facility_zone) SELECT a.facility_zone, a.pallet_id, a.throughput_rate, zb.baseline_rate, zb.std_rate, a.throughput_rate - zb.baseline_rate AS deviation FROM \"{stream}\" a JOIN zone_baseline zb ON a.facility_zone = zb.facility_zone WHERE a.throughput_rate > zb.baseline_rate + zb.std_rate ORDER BY deviation DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 46259000000, "end_offset": 46333000000 }, "expected": { "columns": [ "facility_zone", "pallet_id", "throughput_rate", "baseline_rate", "std_rate", "deviation" ], "results": [], "results_mode": "rowsort" } }, { "id": "Q773", "sql": "SELECT a.pallet_id, a.facility_zone, a.throughput_rate FROM \"{stream}\" a WHERE NOT EXISTS (SELECT 1 FROM \"{stream}\" b WHERE b.facility_zone = a.facility_zone AND b.throughput_rate > a.throughput_rate AND b._timestamp > a._timestamp) ORDER BY a.facility_zone, a.throughput_rate DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 46319000000, "end_offset": 46393000000 }, "expected": { "columns": [ "pallet_id", "facility_zone", "throughput_rate" ], "results": [ [ "PL-007", "ZONE-1", "610.0" ], [ "PL-004", "ZONE-2", "480.0" ], [ "PL-005", "ZONE-3", "610.0" ], [ "PL-006", "ZONE-4", "725.0" ] ], "results_mode": "rowsort" } }, { "id": "Q774", "sql": "WITH base AS (SELECT _timestamp, facility_zone, component_name, throughput_rate, latency_ms FROM \"{stream}\"), zone_stats AS (SELECT facility_zone, AVG(throughput_rate) AS avg_tput, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat FROM base GROUP BY facility_zone), global_stats AS (SELECT AVG(avg_tput) AS global_avg_tput, AVG(avg_lat) AS global_avg_lat FROM zone_stats) SELECT zs.facility_zone, zs.avg_tput, zs.avg_lat, CASE WHEN zs.avg_tput > gs.global_avg_tput THEN 'above_global' ELSE 'below_global' END AS tput_vs_global, CASE WHEN zs.avg_lat < gs.global_avg_lat THEN 'faster_than_global' ELSE 'slower_than_global' END AS lat_vs_global FROM zone_stats zs CROSS JOIN global_stats gs ORDER BY zs.facility_zone", "category": "cte_subquery", "time_offset": { "start_offset": 46379000000, "end_offset": 46453000000 }, "expected": { "columns": [ "facility_zone", "avg_tput", "avg_lat", "tput_vs_global", "lat_vs_global" ], "results": [ [ "ZONE-1", "582.5", "1715.0", "below_global", "slower_than_global" ], [ "ZONE-2", "507.5", "1008.5", "below_global", "slower_than_global" ], [ "ZONE-3", "840.0", "89.0", "above_global", "faster_than_global" ], [ "ZONE-4", "507.5", "1008.5", "below_global", "slower_than_global" ] ], "results_mode": "rowsort" } }, { "id": "Q775", "sql": "SELECT org_name, region_code, avg_lat, rn FROM (SELECT org_name, region_code, avg_lat, ROW_NUMBER() OVER (PARTITION BY region_code ORDER BY avg_lat ASC) AS rn FROM (SELECT org_name, region_code, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat FROM \"{stream}\" WHERE latency_ms IS NOT NULL AND org_name IS NOT NULL AND region_code IS NOT NULL GROUP BY org_name, region_code) mid) outer_q WHERE rn <= 2 ORDER BY region_code, rn LIMIT 12", "category": "cte_subquery", "time_offset": { "start_offset": 46439000000, "end_offset": 46513000000 }, "expected": { "columns": [ "org_name", "region_code", "avg_lat", "rn" ], "results": [ [ "warehouse-east", "AP-CENTRAL", "1900.0", "1" ], [ "warehouse-central", "EU-CENTRAL", "78.0", "1" ], [ "warehouse-north", "SA-EAST", "567.0", "1" ], [ "warehouse-south", "US-CENTRAL", "3200.0", "1" ], [ "warehouse-west", "US-EAST", "15.0", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q776", "sql": "SELECT sq.facility_zone, sq.mode, COUNT(*) AS cnt, SUM(sq.total_rate) AS total_rate FROM (SELECT facility_zone, operation_mode AS mode, SUM(throughput_rate) AS total_rate FROM \"{stream}\" GROUP BY facility_zone, operation_mode) sq GROUP BY sq.facility_zone, sq.mode ORDER BY total_rate DESC LIMIT 12", "category": "cte_subquery", "time_offset": { "start_offset": 46499000000, "end_offset": 46573000000 }, "expected": { "columns": [ "facility_zone", "mode", "cnt", "total_rate" ], "results": [ [ "ZONE-3", "hybrid", "1", "900.0" ], [ "ZONE-3", "manual", "1", "610.0" ], [ "ZONE-4", "hybrid", "1", "480.0" ], [ "ZONE-2", "auto", "1", "480.0" ], [ "ZONE-1", "manual", "1", "320.0" ], [ "ZONE-2", "manual", "1", "150.0" ], [ "ZONE-4", "auto", "1", "150.0" ] ], "results_mode": "rowsort" } }, { "id": "Q777", "sql": "WITH tagged AS (SELECT *, CASE WHEN throughput_rate >= 500 THEN 'high' WHEN throughput_rate >= 300 THEN 'medium' ELSE 'low' END AS perf_class FROM \"{stream}\") SELECT facility_zone, perf_class, COUNT(*) AS cnt, AVG(load_factor) AS avg_load, AVG(cell_temp) AS avg_temp FROM tagged GROUP BY facility_zone, perf_class ORDER BY facility_zone, perf_class", "category": "cte_subquery", "time_offset": { "start_offset": 46559000000, "end_offset": 46633000000 }, "expected": { "columns": [ "facility_zone", "perf_class", "cnt", "avg_load", "avg_temp" ], "results": [ [ "ZONE-1", "high", "2", "66.0", "34.45" ], [ "ZONE-2", "high", "1", "12.5", "32.5" ], [ "ZONE-3", "high", "2", "66.0", "34.45" ], [ "ZONE-4", "low", "1", "55.2", "18.5" ], [ "ZONE-4", "medium", "1", "21.4", "24.8" ] ], "results_mode": "rowsort" } }, { "id": "Q778", "sql": "WITH self_joined AS (SELECT a.facility_zone, a.pallet_id AS pallet_a, b.pallet_id AS pallet_b, a.throughput_rate AS rate_a, b.throughput_rate AS rate_b FROM \"{stream}\" a JOIN \"{stream}\" b ON a.facility_zone = b.facility_zone AND a._timestamp < b._timestamp) SELECT facility_zone, COUNT(*) AS pair_cnt, AVG(CAST(rate_a AS FLOAT) + CAST(rate_b AS FLOAT)) AS avg_pair_rate FROM self_joined GROUP BY facility_zone ORDER BY pair_cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 46619000000, "end_offset": 46693000000 }, "expected": { "columns": [ "facility_zone", "pair_cnt", "avg_pair_rate" ], "results": [ [ "ZONE-4", "1", "480.0" ], [ "ZONE-2", "1", "480.0" ], [ "ZONE-1", "1", "1740.0" ] ], "results_mode": "rowsort" } }, { "id": "Q779", "sql": "WITH cte1 AS (SELECT component_name, region_code, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat FROM \"{stream}\" WHERE latency_ms IS NOT NULL GROUP BY component_name, region_code), cte2 AS (SELECT *, RANK() OVER (ORDER BY avg_lat DESC) AS global_rank FROM cte1) SELECT * FROM cte2 WHERE global_rank <= 3 ORDER BY global_rank", "category": "cte_subquery", "time_offset": { "start_offset": 46679000000, "end_offset": 46753000000 }, "expected": { "columns": [ "component_name", "region_code", "avg_lat", "global_rank" ], "results": [ [ "sorter-engine", "AP-CENTRAL", "1900.0", "1" ], [ "charge-checker", "EU-CENTRAL", "78.0", "2" ], [ "scan-hub", "EU-WEST", "45.0", "3" ] ], "results_mode": "rowsort" } }, { "id": "Q780", "sql": "SELECT facility_zone, throughput_rate, RANK() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) - 1 AS better_cnt FROM \"{stream}\" ORDER BY facility_zone, better_cnt LIMIT 12", "category": "cte_subquery", "time_offset": { "start_offset": 46739000000, "end_offset": 46813000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "better_cnt" ], "results": [ [ "ZONE-1", "610.0", "0" ], [ "ZONE-2", "725.0", "0" ], [ "ZONE-2", "480.0", "1" ], [ "ZONE-3", "840.0", "0" ], [ "ZONE-3", "320.0", "1" ], [ "ZONE-4", "725.0", "0" ], [ "ZONE-4", "480.0", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q781", "sql": "WITH base AS (SELECT _timestamp, component_name, latency_ms, response_code FROM \"{stream}\" WHERE latency_ms IS NOT NULL), error_base AS (SELECT _timestamp, component_name, latency_ms FROM base WHERE response_code >= 400), success_base AS (SELECT _timestamp, component_name, latency_ms FROM base WHERE response_code < 400) SELECT COALESCE(e.component_name, s.component_name) AS component_name, AVG(CAST(e.latency_ms AS FLOAT)) AS avg_error_lat, AVG(CAST(s.latency_ms AS FLOAT)) AS avg_success_lat, COUNT(e._timestamp) AS error_cnt, COUNT(s._timestamp) AS success_cnt FROM error_base e FULL OUTER JOIN success_base s ON e.component_name = s.component_name GROUP BY COALESCE(e.component_name, s.component_name) ORDER BY error_cnt DESC NULLS LAST LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 46799000000, "end_offset": 46873000000 }, "expected": { "columns": [ "component_name", "avg_error_lat", "avg_success_lat", "error_cnt", "success_cnt" ], "results": [ [ "pallet-mapper", "89.0", "None", "2", "0" ], [ "batch-sync", "1450.0", "None", "1", "0" ], [ "lane-monitor", "567.0", "None", "1", "0" ], [ "temp-regulator", "None", "3200.0", "0", "2" ], [ "charge-checker", "None", "78.0", "0", "1" ] ], "results_mode": "rowsort", "skip_sqllogictest": true, "skip_column_check": true } }, { "id": "Q782", "sql": "WITH ranked AS (SELECT *, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rn FROM \"{stream}\") SELECT facility_zone, MAX(CASE WHEN rn = 1 THEN pallet_id END) AS top_pallet, MAX(CASE WHEN rn = 1 THEN throughput_rate END) AS top_rate, MAX(CASE WHEN rn = 2 THEN throughput_rate END) AS second_rate, AVG(throughput_rate) AS avg_rate FROM ranked GROUP BY facility_zone ORDER BY top_rate DESC", "category": "cte_subquery", "time_offset": { "start_offset": 46859000000, "end_offset": 46933000000 }, "expected": { "columns": [ "facility_zone", "top_pallet", "top_rate", "second_rate", "avg_rate" ], "results": [ [ "ZONE-3", "PL-001", "900.0", "None", "900.0" ], [ "ZONE-1", "PL-007", "555.0", "320.0", "437.5" ], [ "ZONE-4", "PL-006", "190.0", "150.0", "170.0" ], [ "ZONE-2", "PL-008", "190.0", "150.0", "170.0" ] ], "results_mode": "rowsort" } }, { "id": "Q783", "sql": "SELECT component_name, cnt, avg_lat FROM (SELECT component_name, COUNT(*) AS cnt, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat, RANK() OVER (ORDER BY COUNT(*) DESC) AS cnt_rank FROM \"{stream}\" WHERE latency_ms IS NOT NULL GROUP BY component_name) sub WHERE cnt_rank <= 5 ORDER BY cnt DESC", "category": "cte_subquery", "time_offset": { "start_offset": 46919000000, "end_offset": 46993000000 }, "expected": { "columns": [ "component_name", "cnt", "avg_lat" ], "results": [ [ "zone-controller", "2", "12.0" ], [ "track-router", "2", "230.0" ], [ "batch-sync", "1", "1450.0" ], [ "conveyor-driver", "1", "15.0" ], [ "scan-hub", "1", "45.0" ] ], "results_mode": "rowsort" } }, { "id": "Q784", "sql": "SELECT a.pallet_id, a.facility_zone, a.throughput_rate, a.throughput_rate / NULLIF((SELECT AVG(b.throughput_rate) FROM \"{stream}\" b WHERE b.facility_zone = a.facility_zone), 0) AS relative_rate FROM \"{stream}\" a ORDER BY relative_rate DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 46979000000, "end_offset": 47053000000 }, "expected": { "columns": [ "pallet_id", "facility_zone", "throughput_rate", "relative_rate" ], "results": [ [ "PL-002", "ZONE-4", "725.0", "1.4285714285714286" ], [ "PL-008", "ZONE-2", "725.0", "1.4285714285714286" ], [ "PL-001", "ZONE-3", "610.0", "1.0472103004291846" ], [ "PL-003", "ZONE-1", "840.0", "1.0" ], [ "PL-005", "ZONE-3", "555.0", "0.9527896995708155" ], [ "PL-004", "ZONE-2", "290.0", "0.5714285714285714" ], [ "PL-006", "ZONE-4", "290.0", "0.5714285714285714" ] ], "results_mode": "rowsort" } }, { "id": "Q785", "sql": "WITH zone_records AS (SELECT facility_zone, COUNT(*) AS record_cnt, SUM(throughput_rate) AS total_rate, SUM(load_factor) AS total_load FROM \"{stream}\" GROUP BY facility_zone), mode_records AS (SELECT facility_zone, operation_mode, COUNT(*) AS mode_cnt FROM \"{stream}\" GROUP BY facility_zone, operation_mode) SELECT zr.facility_zone, zr.record_cnt, zr.total_rate, mr.operation_mode, mr.mode_cnt FROM zone_records zr JOIN mode_records mr ON zr.facility_zone = mr.facility_zone ORDER BY zr.total_rate DESC LIMIT 12", "category": "cte_subquery", "time_offset": { "start_offset": 47039000000, "end_offset": 47113000000 }, "expected": { "columns": [ "facility_zone", "record_cnt", "total_rate", "operation_mode", "mode_cnt" ], "results": [ [ "ZONE-3", "2", "1455.0", "manual", "1" ], [ "ZONE-1", "2", "1455.0", "auto", "1" ], [ "ZONE-1", "2", "1455.0", "manual", "1" ], [ "ZONE-3", "2", "1455.0", "hybrid", "1" ], [ "ZONE-4", "2", "440.0", "auto", "1" ], [ "ZONE-4", "2", "440.0", "hybrid", "1" ], [ "ZONE-2", "1", "190.0", "manual", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q786", "sql": "WITH chunked AS (SELECT _timestamp, component_name, latency_ms, NTILE(4) OVER (ORDER BY _timestamp) AS time_chunk FROM \"{stream}\" WHERE latency_ms IS NOT NULL) SELECT time_chunk, component_name, COUNT(*) AS cnt, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat FROM chunked GROUP BY time_chunk, component_name ORDER BY time_chunk, cnt DESC LIMIT 15", "category": "cte_subquery", "time_offset": { "start_offset": 47099000000, "end_offset": 47173000000 }, "expected": { "columns": [ "time_chunk", "component_name", "cnt", "avg_lat" ], "results": [ [ "1", "sorter-engine", "1", "1900.0" ], [ "1", "conveyor-driver", "1", "15.0" ], [ "2", "zone-controller", "1", "12.0" ], [ "2", "conveyor-driver", "1", "15.0" ], [ "3", "scan-hub", "2", "45.0" ], [ "4", "track-router", "1", "230.0" ] ], "results_mode": "rowsort" } }, { "id": "Q787", "sql": "SELECT facility_zone, operation_mode, SUM(throughput_rate) AS total_rate FROM \"{stream}\" a WHERE a.throughput_rate > (SELECT AVG(b.throughput_rate) * 0.5 FROM \"{stream}\" b WHERE b.facility_zone = a.facility_zone) GROUP BY facility_zone, operation_mode ORDER BY total_rate DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 47159000000, "end_offset": 47233000000 }, "expected": { "columns": [ "facility_zone", "operation_mode", "total_rate" ], "results": [ [ "ZONE-1", "manual", "840.0" ], [ "ZONE-3", "manual", "840.0" ], [ "ZONE-4", "auto", "725.0" ], [ "ZONE-3", "hybrid", "610.0" ], [ "ZONE-1", "auto", "610.0" ], [ "ZONE-2", "manual", "480.0" ], [ "ZONE-2", "auto", "290.0" ] ], "results_mode": "rowsort" } }, { "id": "Q788", "sql": "WITH sub AS (SELECT component_name, region_code, latency_ms, response_code, CASE WHEN response_code >= 400 THEN 1 ELSE 0 END AS is_error FROM \"{stream}\" WHERE latency_ms IS NOT NULL) SELECT component_name, region_code, COUNT(*) AS total, SUM(is_error) AS errors, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat, AVG(CASE WHEN is_error = 1 THEN CAST(latency_ms AS FLOAT) END) AS avg_error_lat FROM sub GROUP BY component_name, region_code ORDER BY errors DESC, total DESC LIMIT 12", "category": "cte_subquery", "time_offset": { "start_offset": 47219000000, "end_offset": 47293000000 }, "expected": { "columns": [ "component_name", "region_code", "total", "errors", "avg_lat", "avg_error_lat" ], "results": [ [ "lane-monitor", "SA-EAST", "2", "2", "567.0", "567.0" ], [ "pallet-mapper", "AP-EAST", "1", "1", "89.0", "89.0" ], [ "charge-checker", "EU-CENTRAL", "2", "0", "78.0", "None" ], [ "sorter-engine", "AP-CENTRAL", "1", "0", "1900.0", "None" ], [ "temp-regulator", "US-CENTRAL", "1", "0", "3200.0", "None" ] ], "results_mode": "rowsort" } }, { "id": "Q789", "sql": "SELECT a.component_name, AVG(CAST(a.latency_ms AS FLOAT)) AS avg_lat, AVG(CAST(b.latency_ms AS FLOAT)) AS avg_lat_stream2, (SELECT AVG(CAST(latency_ms AS FLOAT)) FROM \"{stream}\") AS global_avg FROM \"{stream}\" a LEFT JOIN \"{stream2}\" b ON a.component_name = b.component_name AND a.region_code = b.region_code WHERE a.latency_ms IS NOT NULL GROUP BY a.component_name ORDER BY avg_lat DESC LIMIT 10", "category": "cte_subquery", "time_offset": { "start_offset": 47279000000, "end_offset": 47353000000 }, "expected": { "columns": [ "component_name", "avg_lat", "avg_lat_stream2", "global_avg" ], "results": [ [ "sorter-engine", "1900.0", "1900.0", "566.0" ], [ "charge-checker", "78.0", "None", "566.0" ], [ "scan-hub", "45.0", "45.0", "566.0" ], [ "conveyor-driver", "15.0", "15.0", "566.0" ], [ "zone-controller", "12.0", "12.0", "566.0" ] ], "results_mode": "rowsort" } }, { "id": "Q790", "sql": "WITH agg AS (SELECT facility_zone, AVG(throughput_rate) AS avg_rate FROM \"{stream}\" GROUP BY facility_zone), agg2 AS (SELECT facility_zone, AVG(load_factor) AS avg_load FROM \"{stream2}\" GROUP BY facility_zone) SELECT COALESCE(a.facility_zone, a2.facility_zone) AS zone, a.avg_rate, a2.avg_load FROM agg a FULL OUTER JOIN agg2 a2 ON a.facility_zone = a2.facility_zone ORDER BY zone", "category": "cte_subquery", "time_offset": { "start_offset": 47339000000, "end_offset": 47413000000 }, "expected": { "columns": [ "zone", "avg_rate", "avg_load" ], "results": [ [ "ZONE-1", "580.0", "66.0" ], [ "ZONE-2", "602.5", "12.5" ], [ "ZONE-3", "610.0", "66.0" ], [ "ZONE-4", "602.5", "38.3" ] ], "results_mode": "rowsort" } }, { "id": "Q791", "sql": "WITH base AS (SELECT _timestamp, facility_zone, operation_mode, throughput_rate, load_factor, cell_temp FROM \"{stream}\"), normalized AS (SELECT *, (throughput_rate - MIN(throughput_rate) OVER ()) / NULLIF(MAX(throughput_rate) OVER () - MIN(throughput_rate) OVER (), 0) AS norm_rate FROM base) SELECT facility_zone, operation_mode, AVG(norm_rate) AS avg_norm_rate, AVG(load_factor) AS avg_load, AVG(cell_temp) AS avg_temp FROM normalized GROUP BY facility_zone, operation_mode ORDER BY avg_norm_rate DESC", "category": "cte_subquery", "time_offset": { "start_offset": 47399000000, "end_offset": 47473000000 }, "expected": { "columns": [ "facility_zone", "operation_mode", "avg_norm_rate", "avg_load", "avg_temp" ], "results": [ [ "ZONE-1", "manual", "1.0", "33.0", "40.0" ], [ "ZONE-3", "manual", "1.0", "33.0", "40.0" ], [ "ZONE-2", "auto", "0.823076923076923", "12.5", "32.5" ], [ "ZONE-1", "auto", "0.5615384615384615", "72.8", "22.0" ], [ "ZONE-3", "hybrid", "0.5615384615384615", "72.8", "22.0" ], [ "ZONE-4", "hybrid", "0.15384615384615385", "55.2", "18.5" ], [ "ZONE-2", "manual", "0.0", "88.1", "26.3" ] ], "results_mode": "rowsort" } } ], "last_query_id": 204 }