{ "queries": [ { "id": "Q135", "sql": "SELECT sorter_model, throughput_rate, ROW_NUMBER() OVER (PARTITION BY sorter_model ORDER BY throughput_rate DESC) AS rank, DENSE_RANK() OVER (PARTITION BY sorter_model ORDER BY throughput_rate DESC) AS drank FROM \"{stream}\" WHERE throughput_rate IS NOT NULL", "category": "window", "expected": { "columns": [ "sorter_model", "throughput_rate", "rank", "drank" ], "results": [ [ "SORT-M3", "900.0", "1", "1" ], [ "SORT-M3", "610.0", "2", "2" ], [ "SORT-M3", "555.0", "3", "3" ], [ "SORT-M3", "320.0", "4", "4" ], [ "SORT-X1", "900.0", "1", "1" ], [ "SORT-X1", "610.0", "2", "2" ], [ "SORT-X1", "555.0", "3", "3" ], [ "SORT-Z9", "725.0", "1", "1" ], [ "SORT-Z9", "150.0", "2", "2" ], [ "SORT-A7", "480.0", "1", "1" ], [ "SORT-A7", "190.0", "2", "2" ], [ "SORT-A7", "150.0", "3", "3" ], [ "SORT-Q5", "480.0", "1", "1" ], [ "SORT-Q5", "290.0", "2", "2" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8039000000, "end_offset": 8203000000 } }, { "id": "Q136", "sql": "SELECT _timestamp, throughput_rate, LAG(throughput_rate, 1, 0) OVER (ORDER BY _timestamp) AS prev_tput, LEAD(throughput_rate, 1, 0) OVER (ORDER BY _timestamp) AS next_tput FROM \"{stream}\" WHERE throughput_rate IS NOT NULL ORDER BY _timestamp ASC", "category": "window", "expected": { "columns": [ "throughput_rate", "next_tput" ], "results": [ [ "900.0", "150.0" ], [ "150.0", "150.0" ], [ "150.0", "320.0" ], [ "320.0", "480.0" ], [ "480.0", "480.0" ], [ "480.0", "610.0" ], [ "610.0", "610.0" ], [ "610.0", "725.0" ], [ "725.0", "840.0" ], [ "840.0", "840.0" ], [ "840.0", "290.0" ], [ "290.0", "290.0" ], [ "290.0", "555.0" ], [ "555.0", "0.0" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8099000000, "end_offset": 8263000000 } }, { "id": "Q137", "sql": "SELECT facility_zone, load_factor, RANK() OVER (PARTITION BY facility_zone ORDER BY load_factor DESC) AS rank, DENSE_RANK() OVER (PARTITION BY facility_zone ORDER BY load_factor DESC) AS dense_rnk FROM \"{stream}\" WHERE load_factor IS NOT NULL", "category": "window", "expected": { "columns": [ "facility_zone", "load_factor", "rank", "dense_rnk" ], "results": [ [ "ZONE-1", "99.0", "1", "1" ], [ "ZONE-1", "94.6", "2", "2" ], [ "ZONE-1", "33.0", "3", "3" ], [ "ZONE-2", "88.1", "1", "1" ], [ "ZONE-2", "55.2", "2", "2" ], [ "ZONE-2", "12.5", "3", "3" ], [ "ZONE-4", "88.1", "1", "1" ], [ "ZONE-4", "55.2", "2", "2" ], [ "ZONE-4", "45.3", "3", "3" ], [ "ZONE-4", "21.4", "4", "4" ], [ "ZONE-3", "99.0", "1", "1" ], [ "ZONE-3", "94.6", "2", "2" ], [ "ZONE-3", "72.8", "3", "3" ], [ "ZONE-3", "33.0", "4", "4" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8159000000, "end_offset": 8323000000 } }, { "id": "Q138", "sql": "SELECT _timestamp, throughput_rate, SUM(throughput_rate) OVER (ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS running_total, AVG(throughput_rate) OVER (ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND CURRENT ROW) AS moving_avg_3 FROM \"{stream}\" WHERE throughput_rate IS NOT NULL ORDER BY _timestamp ASC", "category": "window", "expected": { "columns": [ "throughput_rate", "running_total", "moving_avg_3" ], "results": [ [ "840.0", "840.0", "840.0" ], [ "290.0", "1130.0", "565.0" ], [ "290.0", "1420.0", "473.3333333333333" ], [ "555.0", "1975.0", "378.3333333333333" ], [ "190.0", "2165.0", "345.0" ], [ "190.0", "2355.0", "311.6666666666667" ], [ "900.0", "3255.0", "426.6666666666667" ], [ "900.0", "4155.0", "663.3333333333334" ], [ "150.0", "4305.0", "650.0" ], [ "320.0", "4625.0", "456.6666666666667" ], [ "320.0", "4945.0", "263.3333333333333" ], [ "480.0", "5425.0", "373.3333333333333" ], [ "480.0", "5905.0", "426.6666666666667" ], [ "610.0", "6515.0", "523.3333333333334" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8219000000, "end_offset": 8383000000 } }, { "id": "Q139", "sql": "SELECT facility_zone, sorter_model, COUNT(*) AS cnt, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY COUNT(*) DESC, sorter_model ASC) AS rn FROM \"{stream}\" GROUP BY facility_zone, sorter_model ORDER BY facility_zone ASC, rn ASC", "category": "window", "expected": { "columns": [ "facility_zone", "sorter_model", "cnt", "rn" ], "results": [ [ "ZONE-1", "SORT-M3", "4", "1" ], [ "ZONE-2", "SORT-Q5", "2", "1" ], [ "ZONE-2", "SORT-Z9", "2", "2" ], [ "ZONE-3", "SORT-X1", "3", "1" ], [ "ZONE-4", "SORT-A7", "3", "1" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8279000000, "end_offset": 8443000000 } }, { "id": "Q140", "sql": "SELECT _timestamp, operation_mode, throughput_rate, FIRST_VALUE(throughput_rate) OVER (PARTITION BY operation_mode ORDER BY _timestamp) AS first_tput, LAST_VALUE(throughput_rate) OVER (PARTITION BY operation_mode ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_tput FROM \"{stream}\" WHERE throughput_rate IS NOT NULL ORDER BY operation_mode, _timestamp", "category": "window", "expected": { "columns": [ "operation_mode", "throughput_rate", "first_tput", "last_tput" ], "results": [ [ "auto", "480.0", "480.0", "555.0" ], [ "auto", "610.0", "480.0", "555.0" ], [ "auto", "725.0", "480.0", "555.0" ], [ "auto", "290.0", "480.0", "555.0" ], [ "auto", "555.0", "480.0", "555.0" ], [ "hybrid", "480.0", "480.0", "900.0" ], [ "hybrid", "840.0", "480.0", "900.0" ], [ "hybrid", "190.0", "480.0", "900.0" ], [ "hybrid", "900.0", "480.0", "900.0" ], [ "manual", "320.0", "320.0", "190.0" ], [ "manual", "725.0", "320.0", "190.0" ], [ "manual", "840.0", "320.0", "190.0" ], [ "manual", "555.0", "320.0", "190.0" ], [ "manual", "190.0", "320.0", "190.0" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8339000000, "end_offset": 8503000000 } }, { "id": "Q141", "sql": "SELECT _timestamp, load_factor, PERCENT_RANK() OVER (ORDER BY load_factor) AS pct_rank, NTILE(4) OVER (ORDER BY load_factor) AS quartile FROM \"{stream}\" WHERE load_factor IS NOT NULL ORDER BY load_factor ASC", "category": "window", "expected": { "columns": [ "load_factor", "pct_rank", "quartile" ], "results": [ [ "12.5", "0.0", "1" ], [ "21.4", "0.07692307692307693", "1" ], [ "33.0", "0.15384615384615385", "1" ], [ "33.0", "0.15384615384615385", "1" ], [ "45.3", "0.3076923076923077", "2" ], [ "45.3", "0.3076923076923077", "2" ], [ "55.2", "0.46153846153846156", "2" ], [ "67.9", "0.5384615384615384", "2" ], [ "67.9", "0.5384615384615384", "3" ], [ "72.8", "0.6923076923076923", "3" ], [ "72.8", "0.6923076923076923", "3" ], [ "88.1", "0.8461538461538461", "4" ], [ "88.1", "0.8461538461538461", "4" ], [ "94.6", "1.0", "4" ] ], "results_mode": "rowsort", "skip_sqllogictest": true }, "time_offset": { "start_offset": 8399000000, "end_offset": 8563000000 } }, { "id": "Q142", "sql": "SELECT _timestamp, pallet_id, facility_zone, throughput_rate, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rank_in_zone, RANK() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rank_dense, DENSE_RANK() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS dense_rnk, LAG(throughput_rate, 1, 0) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS prev_tput, LEAD(throughput_rate, 1, 0) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS next_tput FROM \"{stream}\" WHERE throughput_rate IS NOT NULL ORDER BY facility_zone ASC, rank_in_zone ASC", "category": "window", "expected": { "columns": [ "pallet_id", "facility_zone", "throughput_rate", "rank_in_zone", "rank_dense", "dense_rnk", "next_tput" ], "results": [ [ "PL-003", "ZONE-1", "840.0", "1", "1", "1", "0.0" ], [ "PL-007", "ZONE-1", "610.0", "2", "2", "2", "840.0" ], [ "PL-007", "ZONE-1", "555.0", "3", "3", "3", "320.0" ], [ "PL-003", "ZONE-1", "320.0", "4", "4", "4", "610.0" ], [ "PL-008", "ZONE-2", "725.0", "1", "1", "1", "0.0" ], [ "PL-008", "ZONE-2", "190.0", "2", "2", "2", "150.0" ], [ "PL-004", "ZONE-2", "150.0", "3", "3", "3", "725.0" ], [ "PL-001", "ZONE-3", "900.0", "1", "1", "1", "320.0" ], [ "PL-001", "ZONE-3", "610.0", "2", "2", "2", "0.0" ], [ "PL-005", "ZONE-3", "320.0", "3", "3", "3", "610.0" ], [ "PL-002", "ZONE-4", "725.0", "1", "1", "1", "0.0" ], [ "PL-006", "ZONE-4", "480.0", "2", "2", "2", "725.0" ], [ "PL-006", "ZONE-4", "190.0", "3", "3", "3", "150.0" ], [ "PL-002", "ZONE-4", "150.0", "4", "4", "4", "480.0" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8459000000, "end_offset": 8623000000 } }, { "id": "Q143", "sql": "SELECT _timestamp, control_center, item_count, SUM(item_count) OVER (PARTITION BY control_center ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS running_items, AVG(item_count) OVER (PARTITION BY control_center ORDER BY _timestamp ROWS BETWEEN 3 PRECEDING AND CURRENT ROW) AS ma_4_items, ROUND(AVG(CAST(item_count AS FLOAT)) OVER (PARTITION BY control_center), 1) AS center_avg FROM \"{stream}\" WHERE item_count > 0 ORDER BY control_center ASC, _timestamp ASC", "category": "window", "expected": { "columns": [ "control_center", "item_count", "running_items", "ma_4_items", "center_avg" ], "results": [ [ "CC-ALPHA", "155", "155", "155.0", "278.8" ], [ "CC-ALPHA", "500", "655", "327.5", "278.8" ], [ "CC-ALPHA", "120", "775", "258.3333333333333", "278.8" ], [ "CC-ALPHA", "340", "1115", "278.75", "278.8" ], [ "CC-BETA", "410", "410", "410.0", "223.3" ], [ "CC-BETA", "60", "470", "235.0", "223.3" ], [ "CC-BETA", "200", "670", "223.33333333333334", "223.3" ], [ "CC-DELTA", "410", "410", "410.0", "180.0" ], [ "CC-DELTA", "60", "470", "235.0", "180.0" ], [ "CC-DELTA", "50", "520", "173.33333333333334", "180.0" ], [ "CC-DELTA", "200", "720", "180.0", "180.0" ], [ "CC-GAMMA", "275", "275", "275.0", "298.3" ], [ "CC-GAMMA", "500", "775", "387.5", "298.3" ], [ "CC-GAMMA", "120", "895", "298.3333333333333", "298.3" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8519000000, "end_offset": 8683000000 } }, { "id": "Q144", "sql": "SELECT _timestamp, sorter_model, load_factor, charge_remaining, FIRST_VALUE(load_factor) OVER (PARTITION BY sorter_model ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS first_load, LAST_VALUE(load_factor) OVER (PARTITION BY sorter_model ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_load, NTH_VALUE(load_factor, 2) OVER (PARTITION BY sorter_model ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS second_load FROM \"{stream}\" WHERE load_factor IS NOT NULL ORDER BY sorter_model ASC, _timestamp ASC", "category": "window", "expected": { "columns": [ "sorter_model", "load_factor", "charge_remaining", "first_load", "last_load", "second_load" ], "results": [ [ "SORT-A7", "12.5", "5.0", "12.5", "45.3", "55.2" ], [ "SORT-A7", "55.2", "66.6", "12.5", "45.3", "55.2" ], [ "SORT-A7", "45.3", "58.0", "12.5", "45.3", "55.2" ], [ "SORT-M3", "33.0", "33.3", "33.0", "94.6", "72.8" ], [ "SORT-M3", "72.8", "10.0", "33.0", "94.6", "72.8" ], [ "SORT-M3", "94.6", "42.5", "33.0", "94.6", "72.8" ], [ "SORT-Q5", "55.2", "66.6", "55.2", "45.3", "45.3" ], [ "SORT-Q5", "45.3", "58.0", "55.2", "45.3", "45.3" ], [ "SORT-X1", "99.0", "95.0", "99.0", "67.9", "72.8" ], [ "SORT-X1", "72.8", "10.0", "99.0", "67.9", "72.8" ], [ "SORT-X1", "94.6", "42.5", "99.0", "67.9", "72.8" ], [ "SORT-X1", "67.9", "75.3", "99.0", "67.9", "72.8" ], [ "SORT-Z9", "12.5", "5.0", "12.5", "88.1", "88.1" ], [ "SORT-Z9", "88.1", "25.0", "12.5", "88.1", "88.1" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8579000000, "end_offset": 8743000000 } }, { "id": "Q145", "sql": "SELECT facility_zone, operation_mode, cnt, ROUND(SUM(cnt) OVER (PARTITION BY facility_zone), 0) AS zone_total, ROUND(CAST(cnt AS FLOAT) / NULLIF(SUM(cnt) OVER (PARTITION BY facility_zone), 0) * 100.0, 2) AS zone_pct, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY cnt DESC) AS rn FROM (SELECT facility_zone, operation_mode, COUNT(*) AS cnt FROM \"{stream}\" GROUP BY facility_zone, operation_mode) grouped ORDER BY facility_zone ASC, rn ASC", "category": "window", "expected": { "columns": [ "facility_zone", "operation_mode", "cnt", "zone_total", "zone_pct", "rn" ], "results": [ [ "ZONE-1", "auto", "2", "3", "66.66999816894531", "1" ], [ "ZONE-1", "manual", "1", "3", "33.33000183105469", "2" ], [ "ZONE-2", "manual", "2", "3", "66.66999816894531", "1" ], [ "ZONE-2", "auto", "1", "3", "33.33000183105469", "2" ], [ "ZONE-3", "hybrid", "2", "4", "50.0", "1" ], [ "ZONE-3", "manual", "2", "4", "50.0", "2" ], [ "ZONE-4", "auto", "2", "4", "50.0", "1" ], [ "ZONE-4", "hybrid", "2", "4", "50.0", "2" ] ], "results_mode": "rowsort", "skip_sqllogictest": true }, "time_offset": { "start_offset": 8639000000, "end_offset": 8803000000 } }, { "id": "Q146", "sql": "SELECT _timestamp, conveyor_lane, package_size, ROUND(CUME_DIST() OVER (PARTITION BY conveyor_lane ORDER BY package_size), 4) AS cum_dist, ROUND(PERCENT_RANK() OVER (PARTITION BY conveyor_lane ORDER BY package_size), 4) AS pct_rank, NTILE(4) OVER (PARTITION BY conveyor_lane ORDER BY package_size) AS quartile FROM \"{stream}\" WHERE package_size > 0 ORDER BY conveyor_lane ASC, package_size ASC", "category": "window", "expected": { "columns": [ "conveyor_lane", "package_size", "cum_dist", "pct_rank", "quartile" ], "results": [ [ "LANE-A", "200", "0.25", "0.0", "1" ], [ "LANE-A", "600", "0.5", "0.3333", "2" ], [ "LANE-A", "750", "0.75", "0.6667", "3" ], [ "LANE-A", "1200", "1.0", "1.0", "4" ], [ "LANE-B", "100", "0.25", "0.0", "1" ], [ "LANE-B", "350", "0.5", "0.3333", "2" ], [ "LANE-B", "500", "0.75", "0.6667", "3" ], [ "LANE-B", "850", "1.0", "1.0", "4" ], [ "LANE-C", "200", "0.3333", "0.0", "1" ], [ "LANE-C", "750", "0.6667", "0.5", "2" ], [ "LANE-C", "1200", "1.0", "1.0", "3" ], [ "LANE-D", "350", "0.3333", "0.0", "1" ], [ "LANE-D", "850", "0.6667", "0.5", "2" ], [ "LANE-D", "1000", "1.0", "1.0", "3" ] ], "results_mode": "rowsort", "skip_sqllogictest": true }, "time_offset": { "start_offset": 8699000000, "end_offset": 8863000000 } }, { "id": "Q147", "sql": "SELECT _timestamp, pallet_id, build_signature, runtime_hours, LAG(runtime_hours, 2, 0) OVER (PARTITION BY build_signature ORDER BY runtime_hours, pallet_id ASC) AS hours_2_back, LEAD(runtime_hours, 2, 9999) OVER (PARTITION BY build_signature ORDER BY runtime_hours, pallet_id ASC) AS hours_2_ahead, ROUND(runtime_hours - LAG(runtime_hours, 1, 0) OVER (PARTITION BY build_signature ORDER BY runtime_hours, pallet_id ASC), 1) AS delta_from_prev FROM \"{stream}\" WHERE runtime_hours IS NOT NULL ORDER BY build_signature ASC, runtime_hours ASC, pallet_id ASC", "category": "window", "expected": { "columns": [ "pallet_id", "build_signature", "runtime_hours", "hours_2_ahead" ], "results": [ [ "PL-004", "BS-2025-D4", "48", "72" ], [ "PL-006", "BS-2025-D4", "48", "9999" ], [ "PL-008", "BS-2025-D4", "72", "9999" ], [ "PL-001", "BS-2026-A1", "90", "120" ], [ "PL-003", "BS-2026-A1", "90", "168" ], [ "PL-007", "BS-2026-A1", "120", "168" ], [ "PL-001", "BS-2026-A1", "168", "9999" ], [ "PL-007", "BS-2026-A1", "168", "9999" ], [ "PL-002", "BS-2026-B2", "360", "500" ], [ "PL-002", "BS-2026-B2", "500", "1000" ], [ "PL-008", "BS-2026-B2", "500", "9999" ], [ "PL-004", "BS-2026-B2", "1000", "9999" ], [ "PL-003", "BS-2026-C3", "720", "9999" ], [ "PL-005", "BS-2026-C3", "720", "9999" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8759000000, "end_offset": 8923000000 } }, { "id": "Q148", "sql": "SELECT _timestamp, facility_zone, throughput_rate, ROUND(SUM(throughput_rate) OVER w1, 2) AS zone_running_sum, ROUND(MIN(throughput_rate) OVER w1, 2) AS zone_running_min, ROUND(MAX(throughput_rate) OVER w1, 2) AS zone_running_max, ROUND(AVG(throughput_rate) OVER w2, 2) AS zone_moving_avg_5 FROM \"{stream}\" WHERE throughput_rate IS NOT NULL WINDOW w1 AS (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW), w2 AS (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 4 PRECEDING AND CURRENT ROW) ORDER BY facility_zone ASC, _timestamp ASC", "category": "window", "expected": { "columns": [ "facility_zone", "throughput_rate", "zone_running_sum", "zone_running_min", "zone_running_max", "zone_moving_avg_5" ], "results": [ [ "ZONE-1", "555.0", "555.0", "555.0", "555.0", "555.0" ], [ "ZONE-1", "900.0", "1455.0", "555.0", "900.0", "727.5" ], [ "ZONE-1", "320.0", "1775.0", "320.0", "900.0", "591.67" ], [ "ZONE-2", "290.0", "290.0", "290.0", "290.0", "290.0" ], [ "ZONE-2", "190.0", "480.0", "190.0", "290.0", "240.0" ], [ "ZONE-2", "150.0", "630.0", "150.0", "290.0", "210.0" ], [ "ZONE-2", "480.0", "1110.0", "150.0", "480.0", "277.5" ], [ "ZONE-3", "840.0", "840.0", "840.0", "840.0", "840.0" ], [ "ZONE-3", "900.0", "1740.0", "840.0", "900.0", "870.0" ], [ "ZONE-3", "320.0", "2060.0", "320.0", "900.0", "686.67" ], [ "ZONE-3", "610.0", "2670.0", "320.0", "900.0", "667.5" ], [ "ZONE-4", "290.0", "290.0", "290.0", "290.0", "290.0" ], [ "ZONE-4", "190.0", "480.0", "190.0", "290.0", "240.0" ], [ "ZONE-4", "480.0", "960.0", "190.0", "480.0", "320.0" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8819000000, "end_offset": 8983000000 } }, { "id": "Q149", "sql": "SELECT _timestamp, control_center, sorter_model, throughput_rate, ROW_NUMBER() OVER (PARTITION BY control_center ORDER BY throughput_rate DESC) AS rn_by_tput, ROW_NUMBER() OVER (PARTITION BY control_center ORDER BY load_factor DESC) AS rn_by_load, ROW_NUMBER() OVER (PARTITION BY control_center ORDER BY charge_remaining ASC) AS rn_by_charge FROM \"{stream}\" WHERE throughput_rate IS NOT NULL AND load_factor IS NOT NULL AND charge_remaining IS NOT NULL ORDER BY control_center ASC, rn_by_tput ASC", "category": "window", "expected": { "columns": [ "control_center", "sorter_model", "throughput_rate", "rn_by_tput", "rn_by_load", "rn_by_charge" ], "results": [ [ "CC-ALPHA", "SORT-Q5", "725.0", "1", "3", "1" ], [ "CC-ALPHA", "SORT-Z9", "480.0", "2", "2", "3" ], [ "CC-ALPHA", "SORT-Q5", "150.0", "3", "1", "2" ], [ "CC-BETA", "SORT-X1", "900.0", "1", "2", "2" ], [ "CC-BETA", "SORT-X1", "840.0", "2", "4", "1" ], [ "CC-BETA", "SORT-X1", "610.0", "3", "1", "4" ], [ "CC-BETA", "SORT-X1", "320.0", "4", "3", "3" ], [ "CC-DELTA", "SORT-M3", "900.0", "1", "1", "2" ], [ "CC-DELTA", "SORT-M3", "840.0", "2", "3", "1" ], [ "CC-DELTA", "SORT-M3", "320.0", "3", "2", "3" ], [ "CC-GAMMA", "SORT-A7", "725.0", "1", "4", "1" ], [ "CC-GAMMA", "SORT-A7", "480.0", "2", "3", "4" ], [ "CC-GAMMA", "SORT-A7", "290.0", "3", "2", "3" ], [ "CC-GAMMA", "SORT-A7", "190.0", "4", "1", "2" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8879000000, "end_offset": 9043000000 } }, { "id": "Q150", "sql": "SELECT _timestamp, pallet_id, facility_zone, cell_temp, ROUND(AVG(cell_temp) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 10 PRECEDING AND CURRENT ROW), 2) AS rolling_avg_temp, COUNT(*) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 10 PRECEDING AND CURRENT ROW) AS window_count FROM \"{stream}\" WHERE cell_temp IS NOT NULL ORDER BY facility_zone ASC, _timestamp ASC", "category": "window", "expected": { "columns": [ "pallet_id", "facility_zone", "cell_temp", "rolling_avg_temp", "window_count" ], "results": [ [ "PL-007", "ZONE-1", "19.2", "19.2", "1" ], [ "PL-003", "ZONE-1", "40.0", "29.6", "2" ], [ "PL-007", "ZONE-1", "22.0", "27.07", "3" ], [ "PL-003", "ZONE-1", "30.1", "27.83", "4" ], [ "PL-008", "ZONE-2", "24.8", "24.8", "1" ], [ "PL-004", "ZONE-2", "32.5", "28.65", "2" ], [ "PL-008", "ZONE-2", "26.3", "27.87", "3" ], [ "PL-001", "ZONE-3", "28.9", "28.9", "1" ], [ "PL-005", "ZONE-3", "40.0", "34.45", "2" ], [ "PL-001", "ZONE-3", "22.0", "30.3", "3" ], [ "PL-006", "ZONE-4", "24.8", "24.8", "1" ], [ "PL-002", "ZONE-4", "32.5", "28.65", "2" ], [ "PL-006", "ZONE-4", "18.5", "25.27", "3" ], [ "PL-002", "ZONE-4", "26.3", "25.53", "4" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8939000000, "end_offset": 9103000000 } }, { "id": "Q151", "sql": "SELECT _timestamp, pallet_id, operation_mode, item_count, ROUND(SUM(item_count) OVER (PARTITION BY operation_mode ORDER BY _timestamp ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING), 1) AS forward_sum, ROUND(AVG(item_count) OVER (PARTITION BY operation_mode ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING), 1) AS centered_avg_5 FROM \"{stream}\" WHERE item_count IS NOT NULL ORDER BY operation_mode ASC, _timestamp ASC", "category": "window", "expected": { "columns": [ "pallet_id", "operation_mode", "item_count", "forward_sum", "centered_avg_5" ], "results": [ [ "PL-004", "auto", "500", "1605", "346.7" ], [ "PL-007", "auto", "200", "1105", "298.8" ], [ "PL-002", "auto", "340", "905", "321.0" ], [ "PL-004", "auto", "155", "565", "276.3" ], [ "PL-007", "auto", "410", "410", "301.7" ], [ "PL-006", "hybrid", "120", "475", "158.3" ], [ "PL-001", "hybrid", "200", "355", "158.3" ], [ "PL-006", "hybrid", "155", "155", "158.3" ], [ "PL-003", "manual", "50", "1213", "146.7" ], [ "PL-005", "manual", "50", "1163", "132.0" ], [ "PL-008", "manual", "340", "1113", "187.6" ], [ "PL-003", "manual", "88", "773", "232.6" ], [ "PL-005", "manual", "410", "685", "278.3" ], [ "PL-008", "manual", "275", "275", "257.7" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 8999000000, "end_offset": 9163000000 } }, { "id": "Q152", "sql": "SELECT _timestamp, facility_zone, sorter_model, throughput_rate, load_factor, ROUND((ROW_NUMBER() OVER w)::FLOAT / NULLIF((COUNT(*) OVER w)::FLOAT, 0), 4) AS relative_position, ROUND(load_factor - AVG(load_factor) OVER w, 2) AS load_deviation, ROUND((throughput_rate - MIN(throughput_rate) OVER w) / NULLIF(MAX(throughput_rate) OVER w - MIN(throughput_rate) OVER w, 0), 4) AS tput_normalized FROM \"{stream}\" WHERE throughput_rate IS NOT NULL AND load_factor IS NOT NULL WINDOW w AS (PARTITION BY facility_zone, sorter_model) ORDER BY facility_zone ASC, sorter_model ASC, _timestamp ASC", "category": "window", "expected": { "columns": [ "facility_zone", "sorter_model", "throughput_rate", "load_factor", "relative_position", "load_deviation", "tput_normalized" ], "results": [ [ "ZONE-1", "SORT-M3", "900.0", "94.6", "0.33329999446868896", "7.43", "1.0" ], [ "ZONE-1", "SORT-M3", "320.0", "67.9", "0.666700005531311", "-19.27", "0.0" ], [ "ZONE-1", "SORT-M3", "610.0", "99.0", "1.0", "11.83", "0.5" ], [ "ZONE-2", "SORT-Q5", "150.0", "45.3", "0.5", "16.4", "0.0" ], [ "ZONE-2", "SORT-Q5", "725.0", "12.5", "1.0", "-16.4", "1.0" ], [ "ZONE-2", "SORT-Z9", "190.0", "88.1", "0.5", "33.35", "0.0" ], [ "ZONE-2", "SORT-Z9", "480.0", "21.4", "1.0", "-33.35", "1.0" ], [ "ZONE-3", "SORT-X1", "555.0", "72.8", "0.25", "4.63", "0.4519" ], [ "ZONE-3", "SORT-X1", "320.0", "67.9", "0.5", "-0.27", "0.0" ], [ "ZONE-3", "SORT-X1", "610.0", "99.0", "0.75", "30.83", "0.5577" ], [ "ZONE-3", "SORT-X1", "840.0", "33.0", "1.0", "-35.17", "1.0" ], [ "ZONE-4", "SORT-A7", "190.0", "88.1", "0.33329999446868896", "39.47", "0.0696" ], [ "ZONE-4", "SORT-A7", "150.0", "45.3", "0.666700005531311", "-3.33", "0.0" ], [ "ZONE-4", "SORT-A7", "725.0", "12.5", "1.0", "-36.13", "1.0" ] ], "results_mode": "rowsort", "skip_sqllogictest": true }, "time_offset": { "start_offset": 9059000000, "end_offset": 9223000000 } }, { "id": "Q153", "sql": "SELECT _timestamp, conveyor_lane, cell_temp, ROUND(cell_temp - LAG(cell_temp, 1, 0) OVER (PARTITION BY conveyor_lane ORDER BY _timestamp), 2) AS temp_diff, ROUND(AVG(cell_temp) OVER (PARTITION BY conveyor_lane ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW), 2) AS lane_avg_temp FROM \"{stream}\" WHERE cell_temp IS NOT NULL ORDER BY conveyor_lane ASC, _timestamp ASC", "category": "window", "expected": { "columns": [ "conveyor_lane", "cell_temp", "lane_avg_temp" ], "results": [ [ "LANE-A", "35.7", "35.7" ], [ "LANE-A", "32.5", "34.1" ], [ "LANE-A", "18.5", "28.9" ], [ "LANE-A", "26.3", "28.25" ], [ "LANE-B", "19.2", "19.2" ], [ "LANE-B", "28.9", "24.05" ], [ "LANE-B", "22.0", "23.37" ], [ "LANE-C", "24.8", "24.8" ], [ "LANE-C", "32.5", "28.65" ], [ "LANE-C", "18.5", "25.27" ], [ "LANE-D", "19.2", "19.2" ], [ "LANE-D", "28.9", "24.05" ], [ "LANE-D", "40.0", "29.37" ], [ "LANE-D", "22.0", "27.53" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 9119000000, "end_offset": 9283000000 } }, { "id": "Q154", "sql": "SELECT facility_zone, sorter_model, throughput_rate, SUM(throughput_rate) OVER (PARTITION BY facility_zone) AS total_tput_zone, SUM(throughput_rate) OVER (PARTITION BY sorter_model) AS total_tput_sort, ROUND(throughput_rate / NULLIF(SUM(throughput_rate) OVER (PARTITION BY facility_zone), 0) * 100.0, 2) AS pct_of_zone, ROUND(throughput_rate / NULLIF(SUM(throughput_rate) OVER (PARTITION BY sorter_model), 0) * 100.0, 2) AS pct_of_sorter FROM \"{stream}\" WHERE throughput_rate IS NOT NULL ORDER BY facility_zone ASC, throughput_rate DESC", "category": "window", "expected": { "columns": [ "facility_zone", "sorter_model", "throughput_rate", "total_tput_zone", "total_tput_sort", "pct_of_zone", "pct_of_sorter" ], "results": [ [ "ZONE-1", "SORT-M3", "900.0", "2385.0", "2385.0", "37.74", "37.74" ], [ "ZONE-1", "SORT-M3", "610.0", "2385.0", "2385.0", "25.58", "25.58" ], [ "ZONE-1", "SORT-M3", "555.0", "2385.0", "2385.0", "23.27", "23.27" ], [ "ZONE-1", "SORT-M3", "320.0", "2385.0", "2385.0", "13.42", "13.42" ], [ "ZONE-2", "SORT-Q5", "725.0", "1165.0", "875.0", "62.23", "82.86" ], [ "ZONE-2", "SORT-Z9", "290.0", "1165.0", "290.0", "24.89", "100.0" ], [ "ZONE-2", "SORT-Q5", "150.0", "1165.0", "875.0", "12.88", "17.14" ], [ "ZONE-3", "SORT-X1", "900.0", "2295.0", "2295.0", "39.22", "39.22" ], [ "ZONE-3", "SORT-X1", "840.0", "2295.0", "2295.0", "36.6", "36.6" ], [ "ZONE-3", "SORT-X1", "555.0", "2295.0", "2295.0", "24.18", "24.18" ], [ "ZONE-4", "SORT-A7", "725.0", "1355.0", "1355.0", "53.51", "53.51" ], [ "ZONE-4", "SORT-A7", "290.0", "1355.0", "1355.0", "21.4", "21.4" ], [ "ZONE-4", "SORT-A7", "190.0", "1355.0", "1355.0", "14.02", "14.02" ], [ "ZONE-4", "SORT-A7", "150.0", "1355.0", "1355.0", "11.07", "11.07" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 9179000000, "end_offset": 9343000000 } }, { "id": "Q155", "sql": "SELECT _timestamp, pallet_id, operation_mode, throughput_rate, ROUND(AVG(throughput_rate) OVER (), 2) AS tput_avg_all, ROUND(throughput_rate - AVG(throughput_rate) OVER (), 2) AS tput_diff, RANK() OVER (PARTITION BY operation_mode ORDER BY throughput_rate DESC) AS relative_rank FROM \"{stream}\" WHERE throughput_rate IS NOT NULL ORDER BY operation_mode ASC, relative_rank ASC", "category": "window", "expected": { "columns": [ "pallet_id", "operation_mode", "throughput_rate", "tput_avg_all", "tput_diff", "relative_rank" ], "results": [ [ "PL-004", "auto", "725.0", "493.93", "231.07", "1" ], [ "PL-007", "auto", "555.0", "493.93", "61.07", "2" ], [ "PL-002", "auto", "480.0", "493.93", "-13.93", "3" ], [ "PL-007", "auto", "320.0", "493.93", "-173.93", "4" ], [ "PL-002", "auto", "190.0", "493.93", "-303.93", "5" ], [ "PL-004", "auto", "150.0", "493.93", "-343.93", "6" ], [ "PL-001", "hybrid", "610.0", "493.93", "116.07", "1" ], [ "PL-001", "hybrid", "555.0", "493.93", "61.07", "2" ], [ "PL-006", "hybrid", "150.0", "493.93", "-343.93", "3" ], [ "PL-003", "manual", "900.0", "493.93", "406.07", "1" ], [ "PL-005", "manual", "900.0", "493.93", "406.07", "1" ], [ "PL-003", "manual", "610.0", "493.93", "116.07", "3" ], [ "PL-008", "manual", "480.0", "493.93", "-13.93", "4" ], [ "PL-008", "manual", "290.0", "493.93", "-203.93", "5" ] ], "results_mode": "rowsort" }, "time_offset": { "start_offset": 9239000000, "end_offset": 9403000000 } }, { "id": "Q199", "sql": "SELECT _timestamp, facility_zone, operation_mode, throughput_rate,\n ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rn_by_zone,\n RANK() OVER (PARTITION BY operation_mode ORDER BY load_factor DESC) AS rank_by_mode,\n DENSE_RANK() OVER (ORDER BY cell_temp DESC) AS dense_rank_temp,\n AVG(throughput_rate) OVER (PARTITION BY facility_zone) AS zone_avg_tput,\n MAX(load_factor) OVER (PARTITION BY operation_mode) AS mode_max_load,\n SUM(item_count) OVER (PARTITION BY facility_zone ORDER BY _timestamp\n ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) AS rolling_item_sum\nFROM \"{stream}\"\nWHERE load_factor > 10.0\n AND throughput_rate >= 100.0\nORDER BY facility_zone, rn_by_zone\nLIMIT 20", "category": "window", "time_offset": { "start_offset": 11879000000, "end_offset": 12043000000 }, "expected": { "columns": [ "facility_zone", "operation_mode", "throughput_rate", "rn_by_zone", "rank_by_mode", "dense_rank_temp", "zone_avg_tput", "mode_max_load", "rolling_item_sum" ], "results": [ [ "ZONE-1", "manual", "900.0", "1", "2", "4", "667.5", "99.0", "558" ], [ "ZONE-1", "auto", "840.0", "2", "3", "1", "667.5", "88.1", "520" ], [ "ZONE-1", "manual", "610.0", "3", "1", "5", "667.5", "99.0", "608" ], [ "ZONE-1", "auto", "320.0", "4", "2", "8", "667.5", "88.1", "608" ], [ "ZONE-2", "auto", "725.0", "1", "5", "3", "421.25", "88.1", "1235" ], [ "ZONE-2", "manual", "480.0", "2", "6", "7", "421.25", "99.0", "1235" ], [ "ZONE-2", "manual", "290.0", "3", "4", "9", "421.25", "99.0", "895" ], [ "ZONE-2", "auto", "190.0", "4", "1", "6", "421.25", "88.1", "1115" ], [ "ZONE-3", "manual", "900.0", "1", "2", "4", "686.6666666666666", "99.0", "548" ], [ "ZONE-3", "manual", "840.0", "2", "5", "1", "686.6666666666666", "99.0", "548" ], [ "ZONE-3", "hybrid", "320.0", "3", "1", "8", "686.6666666666666", "67.9", "548" ], [ "ZONE-4", "hybrid", "725.0", "1", "3", "3", "451.6666666666667", "67.9", "930" ], [ "ZONE-4", "auto", "480.0", "2", "4", "7", "451.6666666666667", "88.1", "930" ], [ "ZONE-4", "hybrid", "150.0", "3", "2", "2", "451.6666666666667", "67.9", "930" ] ], "results_mode": "rowsort" } }, { "id": "Q200", "sql": "WITH ranked AS (\n SELECT _timestamp, facility_zone, operation_mode,\n throughput_rate, load_factor, cell_temp, item_count,\n ROW_NUMBER() OVER (\n PARTITION BY facility_zone, operation_mode\n ORDER BY throughput_rate DESC, load_factor DESC\n ) AS rn,\n AVG(throughput_rate) OVER (\n PARTITION BY facility_zone\n ) AS zone_avg_tput,\n load_factor - LAG(load_factor, 1) OVER (\n PARTITION BY facility_zone\n ORDER BY _timestamp\n ) AS load_delta\n FROM \"{stream}\"\n WHERE load_factor > 10.0\n)\nSELECT facility_zone, operation_mode,\n COUNT(*) AS cnt,\n AVG(throughput_rate) AS avg_throughput,\n MAX(load_delta) AS max_load_delta,\n AVG(zone_avg_tput) AS overall_zone_avg,\n SUM(CASE WHEN load_delta > 0 THEN 1 ELSE 0 END) AS load_increases\nFROM ranked\nWHERE rn <= 5\nGROUP BY facility_zone, operation_mode\nHAVING COUNT(*) >= 1\nORDER BY avg_throughput DESC", "category": "window", "time_offset": { "start_offset": 11939000000, "end_offset": 12103000000 }, "expected": { "columns": [ "facility_zone", "operation_mode", "cnt", "avg_throughput", "max_load_delta", "overall_zone_avg", "load_increases" ], "results": [ [ "ZONE-3", "manual", "2", "870.0", "21.799999999999997", "653.75", "1" ], [ "ZONE-1", "auto", "1", "840.0", "-66.0", "668.3333333333334", "0" ], [ "ZONE-4", "hybrid", "1", "725.0", "-8.899999999999999", "465.0", "0" ], [ "ZONE-1", "manual", "2", "582.5", "39.8", "668.3333333333334", "1" ], [ "ZONE-2", "auto", "2", "457.5", "32.89999999999999", "421.25", "1" ], [ "ZONE-3", "hybrid", "2", "437.5", "39.8", "653.75", "1" ], [ "ZONE-2", "manual", "2", "385.0", "42.7", "421.25", "1" ], [ "ZONE-4", "auto", "2", "335.0", "75.6", "465.0", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q393", "sql": "SELECT _timestamp, visitor_session_id, action_category, page_slug, exception_message, ROW_NUMBER() OVER (PARTITION BY visitor_session_id ORDER BY _timestamp) AS event_seq FROM \"{stream}\" WHERE org_name = 'warehouse-east' AND action_category IN ('performanceMetric', 'navigation') AND visitor_session_id IS NOT NULL", "category": "window", "time_offset": { "start_offset": 23519000000, "end_offset": 23593000000 }, "expected": { "columns": [ "visitor_session_id", "action_category", "page_slug", "exception_message", "event_seq" ], "results": [ [ "sess_001", "performanceMetric", "cartPage", "SecurityException: unauthorized access to control_center CC-ALPHA", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q394", "sql": "SELECT page_slug, os_platform, COUNT(*) AS cnt, RANK() OVER (PARTITION BY os_platform ORDER BY COUNT(*) DESC) AS popularity_rank FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND os_platform IN ('Mac OS X (iPhone)', 'Android 12', 'iOS 17.4', 'Android 14') GROUP BY page_slug, os_platform", "category": "window", "time_offset": { "start_offset": 23579000000, "end_offset": 23653000000 }, "expected": { "columns": [ "page_slug", "os_platform", "cnt", "popularity_rank" ], "results": [ [ "checkoutPage", "Android 14", "2", "1" ], [ "cartPage", "Android 12", "2", "1" ], [ "itemPage", "Mac OS X (iPhone)", "1", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q395", "sql": "SELECT _timestamp, action_category, latency_ms, LAG(latency_ms, 1) OVER (ORDER BY _timestamp) AS prev_latency, latency_ms - LAG(latency_ms, 1) OVER (ORDER BY _timestamp) AS latency_change FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND latency_ms > 0 AND page_slug = 'itemPage'", "category": "window", "time_offset": { "start_offset": 23639000000, "end_offset": 23713000000 }, "expected": { "columns": [ "action_category", "latency_ms", "prev_latency", "latency_change" ], "results": [ [ "performanceMetric", "1900", "None", "None" ], [ "performanceMetric", "1900", "1900", "0" ] ], "results_mode": "rowsort", "skip_sqllogictest": true, "skip_column_check": true } }, { "id": "Q396", "sql": "SELECT * FROM (SELECT _timestamp, visitor_session_id, action_category, page_slug, error_code, ROW_NUMBER() OVER (PARTITION BY visitor_session_id ORDER BY _timestamp DESC) AS rn FROM \"{stream}\" WHERE org_name = 'warehouse-east' AND action_category = 'performanceMetric') WHERE rn <= 3", "category": "window", "time_offset": { "start_offset": 23699000000, "end_offset": 23773000000 }, "expected": { "columns": [ "visitor_session_id", "action_category", "page_slug", "error_code", "rn" ], "results": [ [ "sess_001", "performanceMetric", "itemPage", "E009", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q397", "sql": "SELECT _timestamp, page_slug, COUNT(*) AS cnt, SUM(COUNT(*)) OVER (PARTITION BY page_slug ORDER BY _timestamp) AS cumulative_count FROM \"{stream}\" WHERE action_category = 'navigation' AND page_slug IN ('itemPage', 'cartPage') GROUP BY _timestamp, page_slug", "category": "window", "time_offset": { "start_offset": 23759000000, "end_offset": 23833000000 }, "expected": { "columns": [ "page_slug", "cnt", "cumulative_count" ], "results": [ [ "itemPage", "1", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q398", "sql": "SELECT DISTINCT visitor_session_id, FIRST_VALUE(page_slug) OVER (PARTITION BY visitor_session_id ORDER BY _timestamp) AS first_page, LAST_VALUE(page_slug) OVER (PARTITION BY visitor_session_id ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_page FROM \"{stream}\" WHERE action_category = 'navigation' AND visitor_session_id IS NOT NULL", "category": "window", "time_offset": { "start_offset": 23819000000, "end_offset": 23893000000 }, "expected": { "columns": [ "visitor_session_id", "first_page", "last_page" ], "results": [ [ "sess_002", "homePage", "homePage" ] ], "results_mode": "rowsort", "skip_sqllogictest": true, "skip_without_single_node_opt": true } }, { "id": "Q399", "sql": "SELECT error_code, COUNT(*) AS cnt, DENSE_RANK() OVER (ORDER BY COUNT(*) DESC) AS error_rank FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND error_code IS NOT NULL GROUP BY error_code", "category": "window", "time_offset": { "start_offset": 23879000000, "end_offset": 23953000000 }, "expected": { "columns": [ "error_code", "cnt", "error_rank" ], "results": [ [ "E009", "2", "1" ], [ "E001", "2", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q400", "sql": "SELECT _timestamp, visitor_session_id, latency_ms, NTILE(4) OVER (ORDER BY latency_ms) AS latency_quartile FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND latency_ms > 0 AND page_slug IN ('itemPage', 'cartPage') AND org_name = 'warehouse-east'", "category": "window", "time_offset": { "start_offset": 23939000000, "end_offset": 24013000000 }, "expected": { "columns": [ "visitor_session_id", "latency_ms", "latency_quartile" ], "results": [ [ "sess_001", "1450", "1" ], [ "sess_001", "1450", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q506", "sql": "SELECT _timestamp, visitor_session_id, latency_ms, SUM(CAST(latency_ms AS FLOAT)) OVER (PARTITION BY visitor_session_id ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS cumulative_latency FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND latency_ms > 0 AND visitor_session_id IS NOT NULL ORDER BY visitor_session_id ASC, _timestamp ASC LIMIT 15", "category": "window", "time_offset": { "start_offset": 30299000000, "end_offset": 30373000000 }, "expected": { "columns": [ "visitor_session_id", "latency_ms", "cumulative_latency" ], "results": [ [ "sess_001", "1900", "1900.0" ], [ "sess_001", "230", "2130.0" ], [ "sess_003", "12", "12.0" ] ], "results_mode": "rowsort" } }, { "id": "Q507", "sql": "SELECT _timestamp, pallet_id, throughput_rate, FIRST_VALUE(throughput_rate) OVER (PARTITION BY pallet_id ORDER BY _timestamp) AS first_tput, LAST_VALUE(throughput_rate) OVER (PARTITION BY pallet_id ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_tput FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND pallet_id IS NOT NULL ORDER BY pallet_id ASC, _timestamp ASC LIMIT 15", "category": "window", "time_offset": { "start_offset": 30359000000, "end_offset": 30433000000 }, "expected": { "columns": [ "pallet_id", "throughput_rate", "first_tput", "last_tput" ], "results": [ [ "PL-001", "610.0", "610.0", "610.0" ], [ "PL-002", "725.0", "725.0", "725.0" ], [ "PL-003", "840.0", "840.0", "840.0" ], [ "PL-004", "290.0", "290.0", "290.0" ], [ "PL-005", "840.0", "840.0", "840.0" ], [ "PL-007", "610.0", "610.0", "610.0" ] ], "results_mode": "rowsort" } }, { "id": "Q508", "sql": "SELECT _timestamp, action_category, latency_ms, AVG(CAST(latency_ms AS FLOAT)) OVER (ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) AS rolling_avg_5 FROM \"{stream}\" WHERE latency_ms > 0 AND action_category = 'performanceMetric' ORDER BY _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 30419000000, "end_offset": 30493000000 }, "expected": { "columns": [ "action_category", "latency_ms", "rolling_avg_5" ], "results": [ [ "performanceMetric", "89", "407.6666666666667" ], [ "performanceMetric", "567", "780.75" ], [ "performanceMetric", "567", "780.75" ], [ "performanceMetric", "1900", "1011.3333333333334" ] ], "results_mode": "rowsort" } }, { "id": "Q509", "sql": "SELECT _timestamp, visitor_session_id, page_slug, ROW_NUMBER() OVER (PARTITION BY visitor_session_id ORDER BY _timestamp) AS visit_seq, LEAD(page_slug) OVER (PARTITION BY visitor_session_id ORDER BY _timestamp) AS next_page FROM \"{stream}\" WHERE action_category IN ('navigation', 'interaction') AND visitor_session_id IS NOT NULL ORDER BY visitor_session_id ASC, _timestamp ASC LIMIT 15", "category": "window", "time_offset": { "start_offset": 30479000000, "end_offset": 30553000000 }, "expected": { "columns": [ "visitor_session_id", "page_slug", "visit_seq", "next_page" ], "results": [ [ "sess_002", "homePage", "1", "None" ], [ "sess_004", "searchPage", "1", "None" ], [ "sess_005", "itemPage", "1", "None" ] ], "results_mode": "rowsort" } }, { "id": "Q510", "sql": "SELECT _timestamp, component_name, latency_ms, RANK() OVER (PARTITION BY component_name ORDER BY latency_ms DESC) AS latency_rank, DENSE_RANK() OVER (PARTITION BY component_name ORDER BY latency_ms DESC) AS latency_dense_rank FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND latency_ms > 0 AND component_name IS NOT NULL ORDER BY component_name ASC, latency_ms DESC, _timestamp ASC LIMIT 15", "category": "window", "time_offset": { "start_offset": 30539000000, "end_offset": 30613000000 }, "expected": { "columns": [ "component_name", "latency_ms", "latency_rank", "latency_dense_rank" ], "results": [ [ "batch-sync", "1450", "1", "1" ], [ "batch-sync", "1450", "1", "1" ], [ "pallet-mapper", "89", "1", "1" ], [ "track-router", "230", "1", "1" ], [ "zone-controller", "12", "1", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q549", "sql": "SELECT _timestamp, component_name, latency_ms, LAG(latency_ms) OVER (PARTITION BY component_name ORDER BY _timestamp) AS prev_latency, latency_ms - LAG(latency_ms) OVER (PARTITION BY component_name ORDER BY _timestamp) AS latency_delta FROM \"{stream}\" ORDER BY component_name, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 32879000000, "end_offset": 32953000000 }, "expected": { "columns": [ "component_name", "latency_ms", "prev_latency", "latency_delta" ], "results": [ [ "charge-checker", "78", "None", "None" ], [ "conveyor-driver", "15", "None", "None" ], [ "scan-hub", "45", "None", "None" ], [ "sorter-engine", "1900", "None", "None" ], [ "sorter-engine", "1900", "1900", "0" ], [ "zone-controller", "12", "None", "None" ], [ "zone-controller", "12", "12", "0" ] ], "results_mode": "rowsort", "skip_sqllogictest": true, "skip_row_count": true, "skip_column_check": true } }, { "id": "Q550", "sql": "SELECT _timestamp, COALESCE(scan_category, 'unknown') AS scan_type, latency_ms, NTILE(4) OVER (PARTITION BY COALESCE(scan_category, 'unknown') ORDER BY latency_ms) AS latency_quartile FROM \"{stream}\" ORDER BY scan_type, latency_quartile ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 32939000000, "end_offset": 33013000000 }, "expected": { "columns": [ "scan_type", "latency_ms", "latency_quartile" ], "results": [ [ "inbound", "12", "1" ], [ "inbound", "1450", "2" ], [ "inbound", "1450", "3" ], [ "internal", "230", "1" ], [ "outbound", "45", "1" ], [ "outbound", "45", "2" ], [ "outbound", "89", "3" ] ], "results_mode": "rowsort" } }, { "id": "Q647", "sql": "SELECT _timestamp, facility_zone, throughput_rate, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS rn, RANK() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS tput_rank, DENSE_RANK() OVER (PARTITION BY facility_zone ORDER BY load_factor DESC) AS load_drank FROM \"{stream}\" ORDER BY _timestamp LIMIT 15", "category": "window", "time_offset": { "start_offset": 38700000000, "end_offset": 38880000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "rn", "tput_rank", "load_drank" ], "results": [ [ "ZONE-1", "900.0", "1", "1", "2" ], [ "ZONE-4", "150.0", "1", "5", "3" ], [ "ZONE-2", "150.0", "1", "4", "3" ], [ "ZONE-3", "320.0", "1", "3", "2" ], [ "ZONE-4", "480.0", "2", "2", "4" ], [ "ZONE-2", "480.0", "2", "1", "4" ], [ "ZONE-1", "610.0", "2", "3", "1" ], [ "ZONE-3", "610.0", "2", "2", "1" ], [ "ZONE-4", "725.0", "3", "1", "5" ], [ "ZONE-1", "840.0", "3", "2", "4" ], [ "ZONE-3", "840.0", "3", "1", "3" ], [ "ZONE-2", "290.0", "3", "2", "2" ], [ "ZONE-4", "290.0", "4", "3", "2" ], [ "ZONE-1", "555.0", "4", "4", "3" ], [ "ZONE-2", "190.0", "4", "3", "1" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q648", "sql": "SELECT _timestamp, facility_zone, throughput_rate, AVG(throughput_rate) OVER w AS mov_avg, MIN(throughput_rate) OVER w AS mov_min, MAX(throughput_rate) OVER w AS mov_max FROM \"{stream}\" WINDOW w AS (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) ORDER BY _timestamp LIMIT 15", "category": "window", "time_offset": { "start_offset": 38760000000, "end_offset": 38940000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "mov_avg", "mov_min", "mov_max" ], "results": [ [ "ZONE-2", "480.0", "320.0", "190.0", "480.0" ], [ "ZONE-1", "610.0", "668.3333333333334", "555.0", "840.0" ], [ "ZONE-3", "610.0", "783.3333333333334", "610.0", "900.0" ], [ "ZONE-4", "725.0", "401.6666666666667", "190.0", "725.0" ], [ "ZONE-1", "840.0", "726.25", "555.0", "900.0" ], [ "ZONE-3", "840.0", "667.5", "320.0", "900.0" ], [ "ZONE-2", "290.0", "277.5", "150.0", "480.0" ], [ "ZONE-4", "290.0", "401.6666666666667", "190.0", "725.0" ], [ "ZONE-1", "555.0", "645.0", "320.0", "900.0" ], [ "ZONE-2", "190.0", "277.5", "150.0", "480.0" ], [ "ZONE-4", "190.0", "401.6666666666667", "190.0", "725.0" ], [ "ZONE-3", "900.0", "667.5", "320.0", "900.0" ], [ "ZONE-1", "900.0", "653.75", "320.0", "900.0" ], [ "ZONE-2", "150.0", "210.0", "150.0", "290.0" ], [ "ZONE-3", "320.0", "686.6666666666666", "320.0", "900.0" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q649", "sql": "SELECT _timestamp, facility_zone, operation_mode, throughput_rate, ROW_NUMBER() OVER (PARTITION BY facility_zone, operation_mode ORDER BY _timestamp) AS rn, SUM(throughput_rate) OVER (PARTITION BY facility_zone, operation_mode ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS cumsum FROM \"{stream}\" ORDER BY _timestamp LIMIT 15", "category": "window", "time_offset": { "start_offset": 38820000000, "end_offset": 39000000000 }, "expected": { "columns": [ "facility_zone", "operation_mode", "throughput_rate", "rn", "cumsum" ], "results": [ [ "ZONE-3", "hybrid", "840.0", "1", "840.0" ], [ "ZONE-2", "manual", "290.0", "1", "290.0" ], [ "ZONE-4", "auto", "290.0", "1", "290.0" ], [ "ZONE-1", "manual", "555.0", "1", "555.0" ], [ "ZONE-2", "auto", "190.0", "1", "190.0" ], [ "ZONE-4", "hybrid", "190.0", "1", "190.0" ], [ "ZONE-3", "manual", "900.0", "1", "900.0" ], [ "ZONE-1", "auto", "900.0", "1", "900.0" ], [ "ZONE-2", "manual", "150.0", "2", "440.0" ], [ "ZONE-3", "hybrid", "320.0", "2", "1160.0" ], [ "ZONE-1", "manual", "320.0", "2", "875.0" ], [ "ZONE-4", "auto", "480.0", "2", "770.0" ], [ "ZONE-2", "auto", "480.0", "2", "670.0" ], [ "ZONE-3", "manual", "610.0", "2", "1510.0" ], [ "ZONE-4", "hybrid", "725.0", "2", "915.0" ] ], "results_mode": "rowsort" } }, { "id": "Q650", "sql": "SELECT _timestamp, facility_zone, throughput_rate, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rank_by_tput, SUM(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING) AS rolling_sum FROM \"{stream}\" ORDER BY _timestamp", "category": "window", "time_offset": { "start_offset": 38880000000, "end_offset": 39060000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "rank_by_tput", "rolling_sum" ], "results": [ [ "ZONE-4", "190.0", "4", "670.0" ], [ "ZONE-3", "900.0", "1", "1220.0" ], [ "ZONE-1", "900.0", "1", "1220.0" ], [ "ZONE-2", "150.0", "3", "630.0" ], [ "ZONE-3", "320.0", "5", "1830.0" ], [ "ZONE-1", "320.0", "4", "2060.0" ], [ "ZONE-4", "480.0", "2", "1395.0" ], [ "ZONE-2", "480.0", "2", "1355.0" ], [ "ZONE-3", "610.0", "3", "1770.0" ], [ "ZONE-4", "725.0", "1", "1495.0" ], [ "ZONE-2", "725.0", "1", "1205.0" ], [ "ZONE-1", "840.0", "2", "1715.0" ], [ "ZONE-3", "840.0", "2", "2005.0" ], [ "ZONE-4", "290.0", "3", "1015.0" ], [ "ZONE-1", "555.0", "3", "1395.0" ], [ "ZONE-3", "555.0", "4", "1395.0" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q651", "sql": "SELECT _timestamp, facility_zone, throughput_rate, NTH_VALUE(throughput_rate, 2) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS second_tput FROM \"{stream}\" ORDER BY _timestamp LIMIT 15", "category": "window", "time_offset": { "start_offset": 38940000000, "end_offset": 39120000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "second_tput" ], "results": [ [ "ZONE-1", "320.0", "840.0" ], [ "ZONE-4", "480.0", "725.0" ], [ "ZONE-2", "480.0", "725.0" ], [ "ZONE-3", "610.0", "840.0" ], [ "ZONE-4", "725.0", "725.0" ], [ "ZONE-2", "725.0", "725.0" ], [ "ZONE-1", "840.0", "840.0" ], [ "ZONE-3", "840.0", "840.0" ], [ "ZONE-4", "290.0", "725.0" ], [ "ZONE-1", "555.0", "840.0" ], [ "ZONE-3", "555.0", "840.0" ], [ "ZONE-2", "190.0", "725.0" ], [ "ZONE-4", "190.0", "725.0" ], [ "ZONE-1", "900.0", "840.0" ], [ "ZONE-2", "150.0", "725.0" ] ], "results_mode": "rowsort" } }, { "id": "Q652", "sql": "SELECT _timestamp, facility_zone, throughput_rate, FIRST_VALUE(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS first_tput, LAST_VALUE(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_tput FROM \"{stream}\" ORDER BY _timestamp LIMIT 15", "category": "window", "time_offset": { "start_offset": 39000000000, "end_offset": 39180000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "first_tput", "last_tput" ], "results": [ [ "ZONE-2", "725.0", "725.0", "480.0" ], [ "ZONE-1", "840.0", "840.0", "610.0" ], [ "ZONE-3", "840.0", "840.0", "610.0" ], [ "ZONE-4", "290.0", "290.0", "150.0" ], [ "ZONE-1", "555.0", "840.0", "610.0" ], [ "ZONE-3", "555.0", "840.0", "610.0" ], [ "ZONE-2", "190.0", "725.0", "480.0" ], [ "ZONE-4", "190.0", "290.0", "150.0" ], [ "ZONE-1", "900.0", "840.0", "610.0" ], [ "ZONE-2", "150.0", "725.0", "480.0" ], [ "ZONE-4", "150.0", "290.0", "150.0" ], [ "ZONE-3", "320.0", "840.0", "610.0" ], [ "ZONE-1", "320.0", "840.0", "610.0" ], [ "ZONE-2", "480.0", "725.0", "480.0" ], [ "ZONE-3", "610.0", "840.0", "610.0" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q653", "sql": "WITH ranked AS (SELECT _timestamp, facility_zone, throughput_rate, load_factor, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rn FROM \"{stream}\") SELECT facility_zone, ROUND(AVG(throughput_rate), 1) AS avg_top_tput, COUNT(*) AS top_count FROM ranked WHERE rn <= 3 GROUP BY facility_zone ORDER BY facility_zone", "category": "window", "time_offset": { "start_offset": 39060000000, "end_offset": 39240000000 }, "expected": { "columns": [ "facility_zone", "avg_top_tput", "top_count" ], "results": [ [ "ZONE-1", "610.0", "3" ], [ "ZONE-2", "498.3", "3" ], [ "ZONE-3", "668.3", "3" ], [ "ZONE-4", "401.7", "3" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q654", "sql": "SELECT _timestamp, throughput_rate, CUME_DIST() OVER (ORDER BY throughput_rate) AS cume_dist, PERCENT_RANK() OVER (ORDER BY throughput_rate) AS pct_rank FROM \"{stream}\" ORDER BY _timestamp LIMIT 15", "category": "window", "time_offset": { "start_offset": 39120000000, "end_offset": 39300000000 }, "expected": { "columns": [ "throughput_rate", "cume_dist", "pct_rank" ], "results": [ [ "150.0", "0.0625", "0.0" ], [ "320.0", "0.375", "0.26666666666666666" ], [ "320.0", "0.375", "0.26666666666666666" ], [ "480.0", "0.4375", "0.4" ], [ "610.0", "0.6875", "0.6" ], [ "610.0", "0.6875", "0.6" ], [ "725.0", "0.8125", "0.7333333333333333" ], [ "725.0", "0.8125", "0.7333333333333333" ], [ "840.0", "0.875", "0.8666666666666667" ], [ "290.0", "0.25", "0.13333333333333333" ], [ "290.0", "0.25", "0.13333333333333333" ], [ "555.0", "0.5625", "0.4666666666666667" ], [ "555.0", "0.5625", "0.4666666666666667" ], [ "190.0", "0.125", "0.06666666666666667" ], [ "900.0", "1.0", "0.9333333333333333" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q655", "sql": "SELECT _timestamp, facility_zone, throughput_rate, NTILE(3) OVER (PARTITION BY facility_zone ORDER BY throughput_rate) AS tput_tertile FROM \"{stream}\" ORDER BY _timestamp LIMIT 15", "category": "window", "time_offset": { "start_offset": 39180000000, "end_offset": 39360000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "tput_tertile" ], "results": [ [ "ZONE-1", "610.0", "2" ], [ "ZONE-4", "725.0", "3" ], [ "ZONE-2", "725.0", "3" ], [ "ZONE-3", "840.0", "2" ], [ "ZONE-4", "290.0", "2" ], [ "ZONE-2", "290.0", "1" ], [ "ZONE-1", "555.0", "1" ], [ "ZONE-3", "555.0", "1" ], [ "ZONE-4", "190.0", "1" ], [ "ZONE-1", "900.0", "3" ], [ "ZONE-3", "900.0", "3" ], [ "ZONE-2", "150.0", "1" ], [ "ZONE-4", "150.0", "1" ], [ "ZONE-1", "320.0", "1" ], [ "ZONE-2", "480.0", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q656", "sql": "SELECT _timestamp, throughput_rate, SUM(throughput_rate) OVER (ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS running_total, ROUND(AVG(throughput_rate) OVER (ORDER BY _timestamp ROWS BETWEEN 3 PRECEDING AND 3 FOLLOWING), 1) AS moving_avg7 FROM \"{stream}\" ORDER BY _timestamp LIMIT 20", "category": "window", "time_offset": { "start_offset": 39240000000, "end_offset": 39420000000 }, "expected": { "columns": [ "throughput_rate", "running_total", "moving_avg7" ], "results": [ [ "290.0", "290.0", "397.5" ], [ "555.0", "845.0", "498.0" ], [ "555.0", "1400.0", "565.0" ], [ "190.0", "1590.0", "505.7" ], [ "900.0", "2490.0", "485.7" ], [ "900.0", "3390.0", "452.1" ], [ "150.0", "3540.0", "441.4" ], [ "150.0", "3690.0", "482.9" ], [ "320.0", "4010.0", "441.4" ], [ "480.0", "4490.0", "400.0" ], [ "480.0", "4970.0", "482.1" ], [ "610.0", "5580.0", "580.7" ], [ "610.0", "6190.0", "655.0" ], [ "725.0", "6915.0", "684.2" ], [ "840.0", "7755.0", "725.0" ], [ "840.0", "8595.0", "753.8" ] ], "results_mode": "rowsort", "skip_sqllogictest": true } }, { "id": "Q717", "sql": "SELECT DISTINCT facility_zone, FIRST_VALUE(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS first_rate, LAST_VALUE(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_rate FROM \"{stream}\" ORDER BY facility_zone", "category": "window", "time_offset": { "start_offset": 42959000000, "end_offset": 43033000000 }, "expected": { "columns": [ "facility_zone", "first_rate", "last_rate" ], "results": [ [ "ZONE-1", "610.0", "840.0" ], [ "ZONE-2", "725.0", "725.0" ], [ "ZONE-3", "610.0", "840.0" ], [ "ZONE-4", "480.0", "290.0" ] ], "results_mode": "rowsort" } }, { "id": "Q718", "sql": "SELECT DISTINCT operation_mode, FIRST_VALUE(load_factor) OVER (PARTITION BY operation_mode ORDER BY _timestamp) AS first_load, NTH_VALUE(load_factor, 3) OVER (PARTITION BY operation_mode ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS third_load FROM \"{stream}\" ORDER BY operation_mode", "category": "window", "time_offset": { "start_offset": 43019000000, "end_offset": 43093000000 }, "expected": { "columns": [ "operation_mode", "first_load", "third_load" ], "results": [ [ "auto", "33.0", "88.1" ], [ "hybrid", "55.2", "None" ], [ "manual", "55.2", "None" ] ], "results_mode": "rowsort" } }, { "id": "Q719", "sql": "SELECT _timestamp, component_name, region_code, latency_ms, AVG(latency_ms) OVER (PARTITION BY component_name ORDER BY _timestamp ROWS BETWEEN 3 PRECEDING AND CURRENT ROW) AS comp_rolling_avg, AVG(latency_ms) OVER (PARTITION BY region_code ORDER BY _timestamp ROWS BETWEEN 3 PRECEDING AND CURRENT ROW) AS region_rolling_avg, MAX(latency_ms) OVER (PARTITION BY component_name) AS comp_max FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 43079000000, "end_offset": 43153000000 }, "expected": { "columns": [ "component_name", "region_code", "latency_ms", "comp_rolling_avg", "region_rolling_avg", "comp_max" ], "results": [ [ "charge-checker", "EU-CENTRAL", "78", "78.0", "78.0", "78" ], [ "sorter-engine", "AP-CENTRAL", "1900", "1900.0", "1900.0", "1900" ], [ "sorter-engine", "AP-CENTRAL", "1900", "1900.0", "1900.0", "1900" ], [ "conveyor-driver", "US-EAST", "15", "15.0", "15.0", "15" ], [ "zone-controller", "US-WEST", "12", "12.0", "12.0", "12" ], [ "zone-controller", "US-WEST", "12", "12.0", "12.0", "12" ], [ "scan-hub", "EU-WEST", "45", "45.0", "45.0", "45" ] ], "results_mode": "rowsort" } }, { "id": "Q720", "sql": "SELECT _timestamp, facility_zone, operation_mode, throughput_rate, load_factor, RANK() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS zone_rank, DENSE_RANK() OVER (PARTITION BY operation_mode ORDER BY load_factor DESC) AS mode_dense_rank, PERCENT_RANK() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS zone_pct_rank FROM \"{stream}\" ORDER BY facility_zone, zone_rank LIMIT 10", "category": "window", "time_offset": { "start_offset": 43139000000, "end_offset": 43213000000 }, "expected": { "columns": [ "facility_zone", "operation_mode", "throughput_rate", "load_factor", "zone_rank", "mode_dense_rank", "zone_pct_rank" ], "results": [ [ "ZONE-1", "manual", "610.0", "99.0", "1", "1", "0.0" ], [ "ZONE-2", "auto", "725.0", "12.5", "1", "2", "0.0" ], [ "ZONE-2", "manual", "480.0", "21.4", "2", "3", "1.0" ], [ "ZONE-3", "manual", "840.0", "33.0", "1", "2", "0.0" ], [ "ZONE-3", "hybrid", "320.0", "67.9", "2", "1", "1.0" ], [ "ZONE-4", "hybrid", "725.0", "12.5", "1", "2", "0.0" ], [ "ZONE-4", "auto", "480.0", "21.4", "2", "1", "1.0" ] ], "results_mode": "rowsort" } }, { "id": "Q721", "sql": "SELECT facility_zone, operation_mode, avg_tput, rn FROM (SELECT facility_zone, operation_mode, AVG(throughput_rate) OVER (PARTITION BY facility_zone, operation_mode) AS avg_tput, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rn FROM \"{stream}\") sub WHERE rn <= 3 ORDER BY facility_zone, rn", "category": "window", "time_offset": { "start_offset": 43199000000, "end_offset": 43273000000 }, "expected": { "columns": [ "facility_zone", "operation_mode", "avg_tput", "rn" ], "results": [ [ "ZONE-1", "auto", "840.0", "1" ], [ "ZONE-1", "manual", "555.0", "2" ], [ "ZONE-2", "manual", "290.0", "1" ], [ "ZONE-3", "manual", "840.0", "1" ], [ "ZONE-3", "hybrid", "555.0", "2" ], [ "ZONE-4", "hybrid", "725.0", "1" ], [ "ZONE-4", "auto", "190.0", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q722", "sql": "SELECT _timestamp, component_name, latency_ms, AVG(latency_ms) OVER w AS rolling_avg, MIN(latency_ms) OVER w AS rolling_min, MAX(latency_ms) OVER w AS rolling_max FROM \"{stream}\" WHERE latency_ms IS NOT NULL WINDOW w AS (PARTITION BY component_name ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) ORDER BY _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 43259000000, "end_offset": 43333000000 }, "expected": { "columns": [ "component_name", "latency_ms", "rolling_avg", "rolling_min", "rolling_max" ], "results": [ [ "temp-regulator", "3200", "3200.0", "3200", "3200" ], [ "charge-checker", "78", "78.0", "78", "78" ], [ "charge-checker", "78", "78.0", "78", "78" ], [ "sorter-engine", "1900", "1900.0", "1900", "1900" ], [ "conveyor-driver", "15", "15.0", "15", "15" ], [ "conveyor-driver", "15", "15.0", "15", "15" ], [ "zone-controller", "12", "12.0", "12", "12" ] ], "results_mode": "rowsort" } }, { "id": "Q723", "sql": "SELECT _timestamp, facility_zone, throughput_rate, SUM(throughput_rate) OVER w AS cum_sum, AVG(throughput_rate) OVER w AS cum_avg FROM \"{stream}\" WINDOW w AS (PARTITION BY facility_zone ORDER BY _timestamp ROWS UNBOUNDED PRECEDING) ORDER BY facility_zone, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 43319000000, "end_offset": 43393000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "cum_sum", "cum_avg" ], "results": [ [ "ZONE-1", "320.0", "320.0", "320.0" ], [ "ZONE-1", "610.0", "930.0", "465.0" ], [ "ZONE-2", "150.0", "150.0", "150.0" ], [ "ZONE-2", "725.0", "875.0", "437.5" ], [ "ZONE-3", "320.0", "320.0", "320.0" ], [ "ZONE-3", "610.0", "930.0", "465.0" ], [ "ZONE-4", "480.0", "480.0", "480.0" ] ], "results_mode": "rowsort" } }, { "id": "Q724", "sql": "SELECT _timestamp, component_name, latency_ms, LAG(latency_ms, 1) OVER (PARTITION BY component_name ORDER BY _timestamp) AS prev_lat, LEAD(latency_ms, 1) OVER (PARTITION BY component_name ORDER BY _timestamp) AS next_lat, latency_ms - LAG(latency_ms, 1) OVER (PARTITION BY component_name ORDER BY _timestamp) AS delta FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY component_name, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 43379000000, "end_offset": 43453000000 }, "expected": { "columns": [ "component_name", "latency_ms", "prev_lat", "next_lat", "delta" ], "results": [ [ "batch-sync", "1450", "None", "1450", "None" ], [ "batch-sync", "1450", "1450", "None", "0" ], [ "lane-monitor", "567", "None", "567", "None" ], [ "lane-monitor", "567", "567", "None", "0" ], [ "pallet-mapper", "89", "None", "None", "None" ], [ "temp-regulator", "3200", "None", "None", "None" ], [ "track-router", "230", "None", "None", "None" ] ], "results_mode": "rowsort", "skip_sqllogictest": true, "skip_row_count": true, "skip_column_check": true } }, { "id": "Q725", "sql": "SELECT _timestamp, facility_zone, throughput_rate, LAG(throughput_rate, 2) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS two_back, LEAD(throughput_rate, 2) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS two_forward, throughput_rate - LAG(throughput_rate, 1) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS step_change FROM \"{stream}\" ORDER BY facility_zone, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 43439000000, "end_offset": 43513000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "two_back", "two_forward", "step_change" ], "results": [ [ "ZONE-1", "555.0", "None", "None", "None" ], [ "ZONE-1", "900.0", "None", "None", "345.0" ], [ "ZONE-2", "190.0", "None", "None", "None" ], [ "ZONE-3", "555.0", "None", "None", "None" ], [ "ZONE-3", "900.0", "None", "None", "345.0" ], [ "ZONE-4", "290.0", "None", "None", "None" ], [ "ZONE-4", "150.0", "None", "None", "-140.0" ] ], "results_mode": "rowsort" } }, { "id": "Q726", "sql": "SELECT _timestamp, sorter_model, facility_zone, throughput_rate, load_factor, SUM(CASE WHEN throughput_rate > 400 THEN 1 ELSE 0 END) OVER (PARTITION BY sorter_model ORDER BY _timestamp ROWS UNBOUNDED PRECEDING) AS high_rate_cnt, AVG(CASE WHEN load_factor > 50 THEN load_factor END) OVER (PARTITION BY sorter_model ORDER BY _timestamp ROWS UNBOUNDED PRECEDING) AS avg_high_load FROM \"{stream}\" ORDER BY sorter_model, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 43499000000, "end_offset": 43573000000 }, "expected": { "columns": [ "sorter_model", "facility_zone", "throughput_rate", "load_factor", "high_rate_cnt", "avg_high_load" ], "results": [ [ "SORT-A7", "ZONE-4", "150.0", "45.3", "0", "None" ], [ "SORT-A7", "ZONE-4", "480.0", "21.4", "1", "None" ], [ "SORT-M3", "ZONE-1", "900.0", "94.6", "1", "94.6" ], [ "SORT-M3", "ZONE-1", "610.0", "99.0", "2", "96.8" ], [ "SORT-Q5", "ZONE-2", "480.0", "21.4", "1", "None" ], [ "SORT-X1", "ZONE-3", "320.0", "67.9", "0", "67.9" ], [ "SORT-Z9", "ZONE-2", "150.0", "45.3", "0", "None" ] ], "results_mode": "rowsort" } }, { "id": "Q727", "sql": "SELECT _timestamp, component_name, latency_ms, NTILE(5) OVER (ORDER BY latency_ms) AS latency_quintile, CUME_DIST() OVER (ORDER BY latency_ms) AS latency_cume_dist FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY latency_ms ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 43559000000, "end_offset": 43633000000 }, "expected": { "columns": [ "component_name", "latency_ms", "latency_quintile", "latency_cume_dist" ], "results": [ [ "scan-hub", "45", "1", "0.14285714285714285" ], [ "pallet-mapper", "89", "1", "0.42857142857142855" ], [ "pallet-mapper", "89", "2", "0.42857142857142855" ], [ "track-router", "230", "2", "0.7142857142857143" ], [ "track-router", "230", "3", "0.7142857142857143" ], [ "lane-monitor", "567", "4", "0.8571428571428571" ], [ "batch-sync", "1450", "5", "1.0" ] ], "results_mode": "rowsort" } }, { "id": "Q728", "sql": "SELECT _timestamp, facility_zone, throughput_rate, NTILE(3) OVER (PARTITION BY facility_zone ORDER BY throughput_rate) AS tput_tertile, CUME_DIST() OVER (PARTITION BY facility_zone ORDER BY throughput_rate) AS tput_cume_dist FROM \"{stream}\" ORDER BY facility_zone, throughput_rate ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 43619000000, "end_offset": 43693000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "tput_tertile", "tput_cume_dist" ], "results": [ [ "ZONE-1", "555.0", "1", "1.0" ], [ "ZONE-2", "190.0", "1", "0.5" ], [ "ZONE-2", "290.0", "2", "1.0" ], [ "ZONE-3", "840.0", "1", "0.5" ], [ "ZONE-3", "900.0", "2", "1.0" ], [ "ZONE-4", "190.0", "1", "0.5" ], [ "ZONE-4", "290.0", "2", "1.0" ] ], "results_mode": "rowsort" } }, { "id": "Q729", "sql": "SELECT facility_zone, component_name, cnt, RANK() OVER (PARTITION BY facility_zone ORDER BY cnt DESC) AS rank_by_cnt, SUM(cnt) OVER (PARTITION BY facility_zone) AS zone_total FROM (SELECT facility_zone, component_name, COUNT(*) AS cnt FROM \"{stream}\" GROUP BY facility_zone, component_name) agg ORDER BY facility_zone, rank_by_cnt LIMIT 12", "category": "window", "time_offset": { "start_offset": 43679000000, "end_offset": 43753000000 }, "expected": { "columns": [ "facility_zone", "component_name", "cnt", "rank_by_cnt", "zone_total" ], "results": [ [ "ZONE-1", "sorter-engine", "1", "1", "2" ], [ "ZONE-1", "zone-controller", "1", "1", "2" ], [ "ZONE-2", "conveyor-driver", "1", "1", "1" ], [ "ZONE-3", "sorter-engine", "1", "1", "2" ], [ "ZONE-3", "zone-controller", "1", "1", "2" ], [ "ZONE-4", "charge-checker", "1", "1", "2" ], [ "ZONE-4", "scan-hub", "1", "1", "2" ] ], "results_mode": "rowsort" } }, { "id": "Q730", "sql": "SELECT region_code, component_name, avg_lat, ROW_NUMBER() OVER (PARTITION BY region_code ORDER BY avg_lat DESC) AS lat_rank, AVG(avg_lat) OVER (PARTITION BY region_code) AS region_avg FROM (SELECT region_code, component_name, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat FROM \"{stream}\" GROUP BY region_code, component_name) sub ORDER BY region_code, lat_rank LIMIT 12", "category": "window", "time_offset": { "start_offset": 43739000000, "end_offset": 43813000000 }, "expected": { "columns": [ "region_code", "component_name", "avg_lat", "lat_rank", "region_avg" ], "results": [ [ "AP-EAST", "pallet-mapper", "89.0", "1", "89.0" ], [ "AP-SOUTH", "batch-sync", "1450.0", "1", "1450.0" ], [ "EU-NORTH", "track-router", "230.0", "1", "230.0" ], [ "EU-WEST", "scan-hub", "45.0", "1", "45.0" ], [ "US-WEST", "zone-controller", "12.0", "1", "12.0" ] ], "results_mode": "rowsort" } }, { "id": "Q731", "sql": "SELECT _timestamp, facility_zone, throughput_rate, AVG(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING) AS three_point_avg, MIN(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS running_min, MAX(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) AS future_max FROM \"{stream}\" ORDER BY facility_zone, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 43799000000, "end_offset": 43873000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "three_point_avg", "running_min", "future_max" ], "results": [ [ "ZONE-1", "840.0", "697.5", "840.0", "840.0" ], [ "ZONE-1", "555.0", "697.5", "555.0", "555.0" ], [ "ZONE-2", "725.0", "457.5", "725.0", "725.0" ], [ "ZONE-2", "190.0", "457.5", "190.0", "190.0" ], [ "ZONE-3", "840.0", "697.5", "840.0", "840.0" ], [ "ZONE-3", "555.0", "697.5", "555.0", "555.0" ], [ "ZONE-4", "290.0", "290.0", "290.0", "290.0" ] ], "results_mode": "rowsort" } }, { "id": "Q732", "sql": "SELECT _timestamp, COALESCE(scan_category, 'unknown') AS scan_type, latency_ms, ROW_NUMBER() OVER (PARTITION BY COALESCE(scan_category, 'unknown') ORDER BY latency_ms) AS rn_by_scan, AVG(latency_ms) OVER (PARTITION BY COALESCE(scan_category, 'unknown')) AS avg_by_scan FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY scan_type, rn_by_scan LIMIT 10", "category": "window", "time_offset": { "start_offset": 43859000000, "end_offset": 43933000000 }, "expected": { "columns": [ "scan_type", "latency_ms", "rn_by_scan", "avg_by_scan" ], "results": [ [ "inbound", "12", "1", "810.5" ], [ "inbound", "15", "2", "810.5" ], [ "inbound", "15", "3", "810.5" ], [ "inbound", "3200", "4", "810.5" ], [ "internal", "1900", "1", "1900.0" ], [ "outbound", "78", "1", "78.0" ], [ "outbound", "78", "2", "78.0" ] ], "results_mode": "rowsort" } }, { "id": "Q733", "sql": "SELECT _timestamp, log, component_name, true AS has_warehouse, ROW_NUMBER() OVER (PARTITION BY component_name ORDER BY _timestamp) AS rn FROM \"{stream}\" WHERE match_all('warehouse') ORDER BY component_name, rn LIMIT 10", "category": "window", "time_offset": { "start_offset": 43919000000, "end_offset": 43993000000 }, "expected": { "columns": [ "log", "component_name", "has_warehouse", "rn" ], "results": [ [ "Q733 warehouse event record 4", "batch-sync", "True", "1" ], [ "Q733 warehouse event record 0 ACK batch batchIdList:Q733-0", "conveyor-driver", "True", "1" ], [ "Q733 warehouse event record 2", "scan-hub", "True", "1" ], [ "Q733 warehouse event record 3 ACK batch batchIdList:Q733-3", "track-router", "True", "1" ], [ "Q734 warehouse event record 0 ACK batch batchIdList:Q734-0", "track-router", "True", "2" ], [ "Q732 warehouse event record 4", "zone-controller", "True", "1" ], [ "Q733 warehouse event record 1", "zone-controller", "True", "2" ] ], "results_mode": "rowsort", "skip_sqllogictest": true, "skip_row_count": true, "skip_column_check": true } }, { "id": "Q734", "sql": "SELECT component_name, SUM(CASE WHEN match_all('error') THEN 1 ELSE 0 END) AS error_hits, COUNT(*) AS total_hits, RANK() OVER (ORDER BY SUM(CASE WHEN match_all('error') THEN 1 ELSE 0 END) DESC) AS error_rank FROM \"{stream}\" GROUP BY component_name ORDER BY error_rank LIMIT 10", "category": "window", "time_offset": { "start_offset": 43979000000, "end_offset": 44053000000 }, "expected": { "columns": [ "component_name", "error_hits", "total_hits", "error_rank" ], "results": [ [ "batch-sync", "0", "2", "1" ], [ "lane-monitor", "0", "2", "1" ], [ "track-router", "0", "1", "1" ], [ "pallet-mapper", "0", "1", "1" ], [ "temp-regulator", "0", "1", "1" ] ], "results_mode": "rowsort", "skip_sqllogictest": true, "skip_row_count": true, "skip_column_check": true } }, { "id": "Q735", "sql": "SELECT DISTINCT facility_zone, NTH_VALUE(throughput_rate, 2) OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS second_highest_rate, NTH_VALUE(load_factor, 2) OVER (PARTITION BY facility_zone ORDER BY load_factor DESC ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS second_highest_load FROM \"{stream}\" ORDER BY facility_zone", "category": "window", "time_offset": { "start_offset": 44039000000, "end_offset": 44113000000 }, "expected": { "columns": [ "facility_zone", "second_highest_rate", "second_highest_load" ], "results": [ [ "ZONE-1", "555.0", "72.8" ], [ "ZONE-2", "150.0", "45.3" ], [ "ZONE-3", "555.0", "72.8" ], [ "ZONE-4", "None", "None" ] ], "results_mode": "rowsort" } }, { "id": "Q736", "sql": "SELECT facility_zone, operation_mode, SUM(throughput_rate) AS total_rate, SUM(throughput_rate) * 100.0 / NULLIF(SUM(SUM(throughput_rate)) OVER (PARTITION BY facility_zone), 0) AS pct_of_zone FROM \"{stream}\" GROUP BY facility_zone, operation_mode ORDER BY facility_zone, pct_of_zone DESC", "category": "window", "time_offset": { "start_offset": 44099000000, "end_offset": 44173000000 }, "expected": { "columns": [ "facility_zone", "operation_mode", "total_rate", "pct_of_zone" ], "results": [ [ "ZONE-1", "manual", "320.0", "100.0" ], [ "ZONE-2", "auto", "480.0", "76.19047619047619" ], [ "ZONE-2", "manual", "150.0", "23.80952380952381" ], [ "ZONE-3", "hybrid", "900.0", "59.602649006622514" ], [ "ZONE-3", "manual", "610.0", "40.397350993377486" ], [ "ZONE-4", "hybrid", "480.0", "76.19047619047619" ], [ "ZONE-4", "auto", "150.0", "23.80952380952381" ] ], "results_mode": "rowsort" } }, { "id": "Q737", "sql": "WITH base AS (SELECT _timestamp, facility_zone, operation_mode, throughput_rate, load_factor FROM \"{stream}\" WHERE throughput_rate > 100) SELECT *, AVG(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND CURRENT ROW) AS rolling_avg FROM base ORDER BY facility_zone, _timestamp ASC LIMIT 12", "category": "window", "time_offset": { "start_offset": 44159000000, "end_offset": 44233000000 }, "expected": { "columns": [ "facility_zone", "operation_mode", "throughput_rate", "load_factor", "rolling_avg" ], "results": [ [ "ZONE-1", "auto", "610.0", "99.0", "610.0" ], [ "ZONE-1", "manual", "840.0", "33.0", "725.0" ], [ "ZONE-2", "manual", "725.0", "12.5", "725.0" ], [ "ZONE-3", "manual", "610.0", "99.0", "610.0" ], [ "ZONE-3", "hybrid", "840.0", "33.0", "725.0" ], [ "ZONE-4", "hybrid", "480.0", "21.4", "480.0" ], [ "ZONE-4", "auto", "290.0", "55.2", "385.0" ] ], "results_mode": "rowsort" } }, { "id": "Q738", "sql": "SELECT facility_zone, rn, COUNT(*) AS cnt, AVG(throughput_rate) AS avg_rate FROM (SELECT facility_zone, throughput_rate, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rn FROM \"{stream}\") ranked WHERE rn <= 3 GROUP BY facility_zone, rn ORDER BY facility_zone, rn", "category": "window", "time_offset": { "start_offset": 44219000000, "end_offset": 44293000000 }, "expected": { "columns": [ "facility_zone", "rn", "cnt", "avg_rate" ], "results": [ [ "ZONE-1", "1", "1", "900.0" ], [ "ZONE-1", "2", "1", "840.0" ], [ "ZONE-2", "1", "1", "290.0" ], [ "ZONE-2", "2", "1", "190.0" ], [ "ZONE-3", "1", "1", "555.0" ], [ "ZONE-4", "1", "1", "290.0" ], [ "ZONE-4", "2", "1", "190.0" ] ], "results_mode": "rowsort" } }, { "id": "Q739", "sql": "SELECT _timestamp, component_name, latency_ms, LAG(latency_ms, 2, 0) OVER (PARTITION BY component_name ORDER BY _timestamp) AS prev2_lat, LEAD(latency_ms, 2, 0) OVER (PARTITION BY component_name ORDER BY _timestamp) AS next2_lat FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY component_name, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 44279000000, "end_offset": 44353000000 }, "expected": { "columns": [ "component_name", "latency_ms", "prev2_lat", "next2_lat" ], "results": [ [ "charge-checker", "78", "0", "0" ], [ "conveyor-driver", "15", "0", "0" ], [ "scan-hub", "45", "0", "0" ], [ "sorter-engine", "1900", "0", "0" ], [ "sorter-engine", "1900", "0", "0" ], [ "zone-controller", "12", "0", "0" ], [ "zone-controller", "12", "0", "0" ] ], "results_mode": "rowsort" } }, { "id": "Q740", "sql": "SELECT _timestamp, facility_zone, throughput_rate, load_factor, ROW_NUMBER() OVER (ORDER BY _timestamp) AS global_seq, SUM(throughput_rate) OVER (ORDER BY _timestamp) AS cum_tput, AVG(load_factor) OVER (ORDER BY _timestamp ROWS BETWEEN 4 PRECEDING AND CURRENT ROW) AS trailing_avg FROM \"{stream}\" ORDER BY _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 44339000000, "end_offset": 44413000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "load_factor", "global_seq", "cum_tput", "trailing_avg" ], "results": [ [ "ZONE-3", "320.0", "67.9", "1", "320.0", "67.9" ], [ "ZONE-2", "480.0", "21.4", "2", "800.0", "44.650000000000006" ], [ "ZONE-4", "480.0", "21.4", "3", "1280.0", "36.900000000000006" ], [ "ZONE-1", "610.0", "99.0", "4", "1890.0", "52.425000000000004" ], [ "ZONE-2", "725.0", "12.5", "5", "2615.0", "44.440000000000005" ], [ "ZONE-4", "725.0", "12.5", "6", "3340.0", "33.36" ], [ "ZONE-3", "840.0", "33.0", "7", "4180.0", "35.68" ] ], "results_mode": "rowsort" } }, { "id": "Q741", "sql": "SELECT _timestamp, conveyor_lane, facility_zone, throughput_rate, FIRST_VALUE(throughput_rate) OVER (PARTITION BY conveyor_lane ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) AS window_first, LAST_VALUE(throughput_rate) OVER (PARTITION BY conveyor_lane ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) AS window_last FROM \"{stream}\" ORDER BY conveyor_lane, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 44399000000, "end_offset": 44473000000 }, "expected": { "columns": [ "conveyor_lane", "facility_zone", "throughput_rate", "window_first", "window_last" ], "results": [ [ "LANE-A", "ZONE-4", "725.0", "725.0", "190.0" ], [ "LANE-A", "ZONE-4", "190.0", "725.0", "190.0" ], [ "LANE-B", "ZONE-1", "840.0", "840.0", "555.0" ], [ "LANE-B", "ZONE-1", "555.0", "840.0", "555.0" ], [ "LANE-C", "ZONE-2", "290.0", "290.0", "290.0" ], [ "LANE-D", "ZONE-3", "840.0", "840.0", "555.0" ], [ "LANE-D", "ZONE-3", "555.0", "840.0", "555.0" ] ], "results_mode": "rowsort" } }, { "id": "Q742", "sql": "SELECT _timestamp, pallet_id, cell_temp, cell_temp - LAG(cell_temp) OVER (PARTITION BY pallet_id ORDER BY _timestamp) AS temp_delta, AVG(cell_temp) OVER (PARTITION BY pallet_id ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND CURRENT ROW) AS rolling_temp FROM \"{stream}\" ORDER BY pallet_id, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 44459000000, "end_offset": 44533000000 }, "expected": { "columns": [ "pallet_id", "cell_temp", "temp_delta", "rolling_temp" ], "results": [ [ "PL-001", "30.1", "None", "30.1" ], [ "PL-002", "35.7", "None", "35.7" ], [ "PL-003", "19.2", "None", "19.2" ], [ "PL-004", "35.7", "None", "35.7" ], [ "PL-006", "26.3", "None", "26.3" ], [ "PL-007", "22.0", "None", "22.0" ], [ "PL-008", "26.3", "None", "26.3" ] ], "results_mode": "rowsort" } }, { "id": "Q743", "sql": "SELECT _timestamp, component_name, region_code, latency_ms, SUM(latency_ms) OVER (PARTITION BY component_name ORDER BY _timestamp) AS cum_lat, COUNT(*) OVER (PARTITION BY component_name ORDER BY _timestamp) AS running_cnt, AVG(latency_ms) OVER (PARTITION BY component_name) AS avg_lat FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY component_name, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 44519000000, "end_offset": 44593000000 }, "expected": { "columns": [ "component_name", "region_code", "latency_ms", "cum_lat", "running_cnt", "avg_lat" ], "results": [ [ "batch-sync", "AP-SOUTH", "1450", "1450", "1", "1450.0" ], [ "conveyor-driver", "US-EAST", "15", "15", "1", "15.0" ], [ "scan-hub", "EU-WEST", "45", "45", "1", "45.0" ], [ "track-router", "EU-NORTH", "230", "230", "1", "230.0" ], [ "track-router", "EU-NORTH", "230", "460", "2", "230.0" ], [ "zone-controller", "US-WEST", "12", "12", "1", "12.0" ], [ "zone-controller", "US-WEST", "12", "24", "2", "12.0" ] ], "results_mode": "rowsort" } }, { "id": "Q744", "sql": "SELECT _timestamp, COALESCE(bot_flag, passthrough_flag) AS flag_status, latency_ms, ROW_NUMBER() OVER (PARTITION BY COALESCE(bot_flag, passthrough_flag) ORDER BY latency_ms DESC) AS rn FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY flag_status, rn LIMIT 10", "category": "window", "time_offset": { "start_offset": 44579000000, "end_offset": 44653000000 }, "expected": { "columns": [ "flag_status", "latency_ms", "rn" ], "results": [ [ "false", "1450", "1" ], [ "false", "1450", "2" ], [ "false", "567", "3" ], [ "false", "567", "4" ], [ "false", "89", "5" ], [ "true", "3200", "1" ], [ "verified_bot", "230", "1" ] ], "results_mode": "rowsort" } }, { "id": "Q745", "sql": "SELECT _timestamp, operation_mode, throughput_rate, charge_remaining, RANK() OVER (PARTITION BY operation_mode ORDER BY throughput_rate DESC, charge_remaining DESC) AS combined_rank, DENSE_RANK() OVER (PARTITION BY operation_mode ORDER BY throughput_rate DESC) AS tput_rank FROM \"{stream}\" ORDER BY operation_mode, combined_rank LIMIT 10", "category": "window", "time_offset": { "start_offset": 44639000000, "end_offset": 44713000000 }, "expected": { "columns": [ "operation_mode", "throughput_rate", "charge_remaining", "combined_rank", "tput_rank" ], "results": [ [ "auto", "555.0", "10.0", "1", "1" ], [ "auto", "150.0", "58.0", "2", "2" ], [ "hybrid", "900.0", "42.5", "1", "1" ], [ "hybrid", "290.0", "66.6", "2", "2" ], [ "manual", "900.0", "42.5", "1", "1" ], [ "manual", "555.0", "10.0", "2", "2" ], [ "manual", "190.0", "25.0", "3", "3" ] ], "results_mode": "rowsort" } }, { "id": "Q746", "sql": "SELECT _timestamp, facility_zone, sorter_model, throughput_rate, ROUND(throughput_rate / NULLIF(FIRST_VALUE(throughput_rate) OVER (PARTITION BY facility_zone, sorter_model ORDER BY _timestamp), 0), 3) AS relative_to_first FROM \"{stream}\" ORDER BY facility_zone, sorter_model, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 44699000000, "end_offset": 44773000000 }, "expected": { "columns": [ "facility_zone", "sorter_model", "throughput_rate", "relative_to_first" ], "results": [ [ "ZONE-1", "SORT-M3", "900.0", "1.0" ], [ "ZONE-1", "SORT-M3", "610.0", "0.678" ], [ "ZONE-2", "SORT-Q5", "150.0", "1.0" ], [ "ZONE-2", "SORT-Z9", "480.0", "1.0" ], [ "ZONE-3", "SORT-X1", "320.0", "1.0" ], [ "ZONE-4", "SORT-A7", "150.0", "1.0" ], [ "ZONE-4", "SORT-A7", "480.0", "3.2" ] ], "results_mode": "rowsort" } }, { "id": "Q747", "sql": "SELECT _timestamp, component_name, latency_ms, LAG(latency_ms, 1) OVER (PARTITION BY component_name ORDER BY _timestamp) AS prev_lat, latency_ms - LAG(latency_ms, 1) OVER (PARTITION BY component_name ORDER BY _timestamp) AS delta, CASE WHEN latency_ms > LAG(latency_ms, 1) OVER (PARTITION BY component_name ORDER BY _timestamp) THEN 'increased' ELSE 'decreased' END AS trend FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY component_name, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 44759000000, "end_offset": 44833000000 }, "expected": { "columns": [ "component_name", "latency_ms", "prev_lat", "delta", "trend" ], "results": [ [ "batch-sync", "1450", "None", "None", "decreased" ], [ "lane-monitor", "567", "None", "None", "decreased" ], [ "pallet-mapper", "89", "None", "None", "decreased" ], [ "pallet-mapper", "89", "89", "0", "decreased" ], [ "scan-hub", "45", "None", "None", "decreased" ], [ "track-router", "230", "None", "None", "decreased" ], [ "track-router", "230", "230", "0", "decreased" ] ], "results_mode": "rowsort", "skip_sqllogictest": true, "skip_row_count": true, "skip_column_check": true } }, { "id": "Q748", "sql": "SELECT facility_zone, avg_tput, LAG(avg_tput) OVER (ORDER BY avg_tput DESC) AS prev_avg, avg_tput - LAG(avg_tput) OVER (ORDER BY avg_tput DESC) AS drop_from_prev FROM (SELECT facility_zone, AVG(throughput_rate) AS avg_tput FROM \"{stream}\" GROUP BY facility_zone) zone_avgs ORDER BY avg_tput DESC", "category": "window", "time_offset": { "start_offset": 44819000000, "end_offset": 44893000000 }, "expected": { "columns": [ "facility_zone", "avg_tput", "prev_avg", "drop_from_prev" ], "results": [ [ "ZONE-3", "870.0", "None", "None" ], [ "ZONE-1", "555.0", "870.0", "-315.0" ], [ "ZONE-2", "240.0", "555.0", "-315.0" ], [ "ZONE-4", "240.0", "240.0", "0.0" ] ], "results_mode": "rowsort", "skip_sqllogictest": true, "skip_row_count": true, "skip_column_check": true } }, { "id": "Q749", "sql": "SELECT _timestamp, pallet_id, throughput_rate, SUM(throughput_rate) OVER (ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS running_total, AVG(throughput_rate) OVER (ORDER BY _timestamp ROWS BETWEEN 4 PRECEDING AND CURRENT ROW) AS trailing_5pt_avg FROM \"{stream}\" ORDER BY _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 44879000000, "end_offset": 44953000000 }, "expected": { "columns": [ "pallet_id", "throughput_rate", "running_total", "trailing_5pt_avg" ], "results": [ [ "PL-002", "190.0", "190.0", "190.0" ], [ "PL-001", "900.0", "1090.0", "545.0" ], [ "PL-003", "900.0", "1990.0", "663.3333333333334" ], [ "PL-004", "150.0", "2140.0", "535.0" ], [ "PL-005", "320.0", "2460.0", "492.0" ], [ "PL-007", "320.0", "2780.0", "518.0" ], [ "PL-006", "480.0", "3260.0", "434.0" ] ], "results_mode": "rowsort" } }, { "id": "Q750", "sql": "SELECT _timestamp, component_name, region_code, latency_ms, AVG(latency_ms) OVER w1 AS comp_avg, AVG(latency_ms) OVER w2 AS region_avg FROM \"{stream}\" WHERE latency_ms IS NOT NULL WINDOW w1 AS (PARTITION BY component_name ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING), w2 AS (PARTITION BY region_code ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) ORDER BY _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 44939000000, "end_offset": 45013000000 }, "expected": { "columns": [ "component_name", "region_code", "latency_ms", "comp_avg", "region_avg" ], "results": [ [ "zone-controller", "US-WEST", "12", "12.0", "12.0" ], [ "scan-hub", "EU-WEST", "45", "45.0", "45.0" ], [ "scan-hub", "EU-WEST", "45", "45.0", "45.0" ], [ "track-router", "EU-NORTH", "230", "230.0", "230.0" ], [ "batch-sync", "AP-SOUTH", "1450", "1450.0", "1450.0" ], [ "batch-sync", "AP-SOUTH", "1450", "1450.0", "1450.0" ], [ "pallet-mapper", "AP-EAST", "89", "89.0", "89.0" ] ], "results_mode": "rowsort" } }, { "id": "Q751", "sql": "SELECT DISTINCT control_center, FIRST_VALUE(sorter_model) OVER (PARTITION BY control_center ORDER BY _timestamp) AS first_sorter, LAST_VALUE(sorter_model) OVER (PARTITION BY control_center ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_sorter FROM \"{stream}\" ORDER BY control_center", "category": "window", "time_offset": { "start_offset": 44999000000, "end_offset": 45073000000 }, "expected": { "columns": [ "control_center", "first_sorter", "last_sorter" ], "results": [ [ "CC-ALPHA", "SORT-Q5", "SORT-Z9" ], [ "CC-BETA", "SORT-X1", "SORT-X1" ], [ "CC-DELTA", "SORT-M3", "SORT-M3" ], [ "CC-GAMMA", "SORT-A7", "SORT-A7" ] ], "results_mode": "rowsort" } }, { "id": "Q752", "sql": "SELECT DISTINCT component_name, region_code, MAX(latency_ms) OVER (PARTITION BY component_name) AS max_lat, MIN(latency_ms) OVER (PARTITION BY component_name) AS min_lat FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY component_name, region_code LIMIT 12", "category": "window", "time_offset": { "start_offset": 45059000000, "end_offset": 45133000000 }, "expected": { "columns": [ "component_name", "region_code", "max_lat", "min_lat" ], "results": [ [ "charge-checker", "EU-CENTRAL", "78", "78" ], [ "conveyor-driver", "US-EAST", "15", "15" ], [ "sorter-engine", "AP-CENTRAL", "1900", "1900" ], [ "temp-regulator", "US-CENTRAL", "3200", "3200" ], [ "zone-controller", "US-WEST", "12", "12" ] ], "results_mode": "rowsort" } }, { "id": "Q753", "sql": "SELECT _timestamp, facility_zone, throughput_rate, LAG(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS prev_rate, LEAD(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS next_rate, AVG(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING) AS smooth_rate FROM \"{stream}\" ORDER BY facility_zone, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 45119000000, "end_offset": 45193000000 }, "expected": { "columns": [ "facility_zone", "throughput_rate", "prev_rate", "next_rate", "smooth_rate" ], "results": [ [ "ZONE-1", "320.0", "None", "610.0", "465.0" ], [ "ZONE-1", "610.0", "320.0", "None", "465.0" ], [ "ZONE-2", "480.0", "None", "None", "480.0" ], [ "ZONE-3", "320.0", "None", "610.0", "465.0" ], [ "ZONE-3", "610.0", "320.0", "None", "465.0" ], [ "ZONE-4", "150.0", "None", "725.0", "437.5" ], [ "ZONE-4", "725.0", "150.0", "None", "437.5" ] ], "results_mode": "rowsort" } }, { "id": "Q754", "sql": "SELECT operation_mode, auth_result, avg_lat, RANK() OVER (PARTITION BY operation_mode ORDER BY avg_lat DESC) AS rk FROM (SELECT operation_mode, auth_result, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat FROM \"{stream}\" WHERE latency_ms IS NOT NULL GROUP BY operation_mode, auth_result) sub ORDER BY operation_mode, rk LIMIT 12", "category": "window", "time_offset": { "start_offset": 45179000000, "end_offset": 45253000000 }, "expected": { "columns": [ "operation_mode", "auth_result", "avg_lat", "rk" ], "results": [ [ "auto", "pass", "2033.3333333333333", "1" ], [ "hybrid", "denied", "567.0", "1" ], [ "manual", "denied", "567.0", "1" ], [ "manual", "pass", "230.0", "2" ], [ "manual", "fail", "89.0", "3" ] ], "results_mode": "rowsort" } }, { "id": "Q755", "sql": "SELECT facility_zone, operation_mode, cnt, SUM(cnt) OVER (PARTITION BY facility_zone) AS zone_total, ROUND(CAST(cnt AS FLOAT) * 100.0 / NULLIF(SUM(cnt) OVER (PARTITION BY facility_zone), 0), 2) AS pct FROM (SELECT facility_zone, operation_mode, COUNT(*) AS cnt FROM \"{stream}\" GROUP BY facility_zone, operation_mode) agg ORDER BY facility_zone, pct DESC", "category": "window", "time_offset": { "start_offset": 45239000000, "end_offset": 45313000000 }, "expected": { "columns": [ "facility_zone", "operation_mode", "cnt", "zone_total", "pct" ], "results": [ [ "ZONE-1", "auto", "1", "2", "50.0" ], [ "ZONE-1", "manual", "1", "2", "50.0" ], [ "ZONE-2", "auto", "1", "2", "50.0" ], [ "ZONE-2", "manual", "1", "2", "50.0" ], [ "ZONE-3", "manual", "1", "2", "50.0" ], [ "ZONE-3", "hybrid", "1", "2", "50.0" ], [ "ZONE-4", "auto", "1", "1", "100.0" ] ], "results_mode": "rowsort" } }, { "id": "Q756", "sql": "SELECT _timestamp, pallet_id, throughput_rate, load_factor, STDDEV(throughput_rate) OVER (PARTITION BY pallet_id ORDER BY _timestamp ROWS BETWEEN 3 PRECEDING AND CURRENT ROW) AS rolling_stddev, AVG(load_factor) OVER (PARTITION BY pallet_id ORDER BY _timestamp ROWS BETWEEN 3 PRECEDING AND CURRENT ROW) AS rolling_load FROM \"{stream}\" ORDER BY pallet_id, _timestamp ASC LIMIT 10", "category": "window", "time_offset": { "start_offset": 45299000000, "end_offset": 45373000000 }, "expected": { "columns": [ "pallet_id", "throughput_rate", "load_factor", "rolling_stddev", "rolling_load" ], "results": [ [ "PL-001", "610.0", "99.0", "None", "99.0" ], [ "PL-002", "480.0", "21.4", "None", "21.4" ], [ "PL-004", "150.0", "45.3", "None", "45.3" ], [ "PL-005", "900.0", "94.6", "None", "94.6" ], [ "PL-006", "150.0", "45.3", "None", "45.3" ], [ "PL-007", "320.0", "67.9", "None", "67.9" ], [ "PL-008", "480.0", "21.4", "None", "21.4" ] ], "results_mode": "rowsort" } } ], "last_query_id": 155 }