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openobserve/tests/test-data/query-agent/queries/aggregation.json
T
Neha PandClaude Opus 4.7 1484f920a9 test: expand query agent suite to 570 queries with production SQL patterns (#12534) 
## Summary

- Added **46 new queries** (Q511-Q556) to the query agent regression
suite, bringing the total from 524 to **570 unique queries**
- Mined from real production SQL patterns (june7.sql) and adapted to use
existing test data fields
- Fixed **15 pre-existing duplicate IDs** (Q226-Q240 existed in both
aggregation.json and basic_select.json — renumbered to Q557-Q571)

## New query distribution

| Category | New | Description |
|---|---|---|
| string_functions | +10 | spath() + str_match_ignore_case, split_part()
+ chr(), multi-COALESCE chains, CAST AS VARCHAR |
| histogram | +7 | 30-second/min intervals, COUNT FILTER, SUM(CASE
WHEN), NULL breakdowns |
| date_time | +6 | arrow_cast(), date_trunc(), to_timestamp_micros(),
timestamp arithmetic, LAG for gaps |
| combined | +6 | count(distinct) in CASE WHEN, re_match + re_not_match
combo, FILTER in aggregation, HAVING percentages |
| full_text_search | +5 | re_match + re_not_match, regexp_like,
match_all(), str_match_ignore_case with COALESCE |
| cte_subquery | +4 | CTE with spath, CTE with COALESCE fallbacks,
correlated subquery |
| aggregation | +2 | IS NOT NULL exploration patterns, multi-column
GROUP BY |
| window | +2 | NTILE with COALESCE PARTITION, LAG with delta
calculation |
| basic_select | +2 | Complex COALESCE + CAST chains, NULLS LAST
ordering |
| cross_stream | +1 | LEFT JOIN on dual keys across streams |
| union | +1 | UNION ALL with different metric types |

## New OO-specific functions covered

Four functions previously had **zero test coverage**:
- `chr()` — 1 query (string splitting by character code)
- `arrow_cast()` — 1 query (DataFusion timestamp arithmetic)
- `date_trunc()` — 1 query (minute-level timestamp bucketing)
- `to_timestamp_micros()` — 1 query (microsecond-to-timestamp
conversion)

Plus expanded coverage of rare functions: `spath()` (+3), `split_part()`
(+3).

## Test modes

- **38/46** new queries have full sqllogictest comparison (DuckDB
computed expected results)
- **8/46** use legacy assertions for OO-specific functions that DuckDB
cannot replicate (spath, arrow_cast, date_trunc, to_timestamp_micros)
- Overall suite: **533** sqllogictest, **37** legacy

## Changes

| File | Change |
|---|---|
| `data_gen.py` | `NUM_QUERIES` 520 → 575 |
| `gen_q511_q556.py` | New: query generation script |
| 13 category JSON files | Updated with new queries + dedup fix |

## Verification

- `compute_counts.py` ran successfully on all 570 queries
- 0 duplicate IDs across all 13 category files
- Only gap: Q025 (pre-existing)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

---------

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-10 06:24:40 +00:00

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{
"queries": [
{
"id": "Q001",
"sql": "SELECT facility_zone, COUNT(*) AS cnt FROM \"{stream}\" GROUP BY facility_zone ORDER BY cnt DESC",
"category": "aggregation",
"expected": {
"columns": [
"facility_zone",
"cnt"
],
"results": [
[
"ZONE-4",
"4"
],
[
"ZONE-3",
"3"
],
[
"ZONE-1",
"3"
],
[
"ZONE-2",
"3"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": -1000000,
"end_offset": 163000000
}
},
{
"id": "Q002",
"sql": "SELECT operation_mode, ROUND(AVG(load_factor), 2) AS avg_load, ROUND(AVG(throughput_rate), 2) AS avg_tput FROM \"{stream}\" WHERE load_factor IS NOT NULL GROUP BY operation_mode ORDER BY avg_tput DESC",
"category": "aggregation",
"expected": {
"columns": [
"operation_mode",
"avg_load",
"avg_tput"
],
"results": [
[
"manual",
"82.14",
"565.0"
],
[
"auto",
"51.83",
"457.5"
],
[
"hybrid",
"41.9",
"398.33"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 59000000,
"end_offset": 223000000
}
},
{
"id": "Q003",
"sql": "SELECT sorter_model, COUNT(*) AS cnt FROM \"{stream}\" WHERE match_all('warehouse') GROUP BY sorter_model ORDER BY cnt DESC",
"category": "aggregation",
"expected": {
"columns": [
"sorter_model",
"cnt"
],
"results": [
[
"SORT-M3",
"4"
],
[
"SORT-X1",
"3"
],
[
"SORT-A7",
"3"
],
[
"SORT-Q5",
"2"
],
[
"SORT-Z9",
"2"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 119000000,
"end_offset": 283000000
}
},
{
"id": "Q004",
"sql": "SELECT SUM(throughput_rate) AS total_throughput FROM \"{stream}\" WHERE throughput_rate IS NOT NULL",
"category": "aggregation",
"expected": {
"columns": [
"total_throughput"
],
"results": [
[
"7200.0"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 179000000,
"end_offset": 343000000
}
},
{
"id": "Q005",
"sql": "SELECT conveyor_lane, COUNT(*) AS cnt, ROUND(AVG(load_factor), 2) AS avg_load FROM \"{stream}\" WHERE load_factor IS NOT NULL GROUP BY conveyor_lane HAVING AVG(load_factor) > 40.0 ORDER BY avg_load DESC",
"category": "aggregation",
"expected": {
"columns": [
"conveyor_lane",
"cnt",
"avg_load"
],
"results": [
[
"LANE-B",
"3",
"88.8"
],
[
"LANE-D",
"4",
"83.57"
],
[
"LANE-C",
"3",
"51.6"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 239000000,
"end_offset": 403000000
}
},
{
"id": "Q006",
"sql": "SELECT facility_zone, operation_mode, COUNT(*) AS cnt, ROUND(AVG(throughput_rate), 2) AS avg_tput FROM \"{stream}\" GROUP BY facility_zone, operation_mode ORDER BY facility_zone ASC, cnt DESC",
"category": "aggregation",
"expected": {
"columns": [
"facility_zone",
"operation_mode",
"cnt",
"avg_tput"
],
"results": [
[
"ZONE-1",
"auto",
"2",
"870.0"
],
[
"ZONE-1",
"manual",
"2",
"582.5"
],
[
"ZONE-2",
"manual",
"2",
"220.0"
],
[
"ZONE-2",
"auto",
"1",
"480.0"
],
[
"ZONE-3",
"hybrid",
"2",
"580.0"
],
[
"ZONE-3",
"manual",
"1",
"610.0"
],
[
"ZONE-4",
"hybrid",
"2",
"437.5"
],
[
"ZONE-4",
"auto",
"2",
"385.0"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 299000000,
"end_offset": 463000000
}
},
{
"id": "Q007",
"sql": "SELECT control_center, SUM(item_count) AS total_items, ROUND(AVG(charge_remaining), 2) AS avg_charge, MIN(charge_remaining) AS min_charge, MAX(charge_remaining) AS max_charge FROM \"{stream}\" GROUP BY control_center ORDER BY total_items DESC",
"category": "aggregation",
"expected": {
"columns": [
"control_center",
"total_items",
"avg_charge",
"min_charge",
"max_charge"
],
"results": [
[
"CC-GAMMA",
"960",
"32.2",
"5.0",
"66.6"
],
[
"CC-ALPHA",
"890",
"59.58",
"25.0",
"88.7"
],
[
"CC-DELTA",
"398",
"45.2",
"10.0",
"95.0"
],
[
"CC-BETA",
"198",
"56.93",
"33.3",
"95.0"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 359000000,
"end_offset": 523000000
}
},
{
"id": "Q008",
"sql": "SELECT facility_zone, COUNT(*) AS cnt, COUNT(DISTINCT sorter_model) AS distinct_sorters FROM \"{stream}\" GROUP BY facility_zone ORDER BY cnt DESC",
"category": "aggregation",
"expected": {
"columns": [
"facility_zone",
"cnt",
"distinct_sorters"
],
"results": [
[
"ZONE-3",
"4",
"1"
],
[
"ZONE-2",
"4",
"2"
],
[
"ZONE-1",
"3",
"1"
],
[
"ZONE-4",
"3",
"1"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 419000000,
"end_offset": 583000000
}
},
{
"id": "Q009",
"sql": "SELECT build_signature, ROUND(AVG(runtime_hours), 1) AS avg_runtime, MIN(runtime_hours) AS min_runtime, MAX(runtime_hours) AS max_runtime FROM \"{stream}\" WHERE runtime_hours IS NOT NULL GROUP BY build_signature ORDER BY avg_runtime DESC",
"category": "aggregation",
"expected": {
"columns": [
"build_signature",
"avg_runtime",
"min_runtime",
"max_runtime"
],
"results": [
[
"BS-2026-B2",
"555.0",
"360",
"1000"
],
[
"BS-2026-C3",
"372.0",
"24",
"720"
],
[
"BS-2026-A1",
"116.0",
"90",
"168"
],
[
"BS-2025-D4",
"64.0",
"48",
"72"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 479000000,
"end_offset": 643000000
}
},
{
"id": "Q010",
"sql": "SELECT sorter_model, ROUND(AVG(load_factor), 2) AS avg_load, ROUND(AVG(throughput_rate), 2) AS avg_tput, ROUND(AVG(load_factor) + AVG(throughput_rate), 2) AS combined_score FROM \"{stream}\" WHERE load_factor IS NOT NULL AND throughput_rate IS NOT NULL GROUP BY sorter_model HAVING AVG(throughput_rate) > 300.0 ORDER BY combined_score DESC",
"category": "aggregation",
"expected": {
"columns": [
"sorter_model",
"avg_load",
"avg_tput",
"combined_score"
],
"results": [
[
"SORT-Z9",
"12.5",
"725.0",
"737.5"
],
[
"SORT-X1",
"68.27",
"668.33",
"736.6"
],
[
"SORT-M3",
"67.07",
"653.75",
"720.83"
],
[
"SORT-A7",
"44.3",
"421.25",
"465.55"
],
[
"SORT-Q5",
"54.75",
"335.0",
"389.75"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 539000000,
"end_offset": 703000000
}
},
{
"id": "Q011",
"sql": "SELECT operation_mode, COUNT(*) AS cnt, ROUND(CAST(COUNT(*) AS FLOAT) / NULLIF(SUM(COUNT(*)) OVER (), 0) * 100.0, 2) AS pct_of_total FROM \"{stream}\" GROUP BY operation_mode ORDER BY cnt DESC",
"category": "aggregation",
"expected": {
"columns": [
"operation_mode",
"cnt",
"pct_of_total"
],
"results": [
[
"auto",
"6",
"42.86000061035156"
],
[
"manual",
"5",
"35.709999084472656"
],
[
"hybrid",
"3",
"21.43000030517578"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 599000000,
"end_offset": 763000000
}
},
{
"id": "Q012",
"sql": "SELECT facility_zone, COUNT(*) FILTER (WHERE load_factor > 60.0) AS high_load_cnt, COUNT(*) FILTER (WHERE load_factor <= 60.0) AS low_load_cnt, ROUND(AVG(cell_temp), 2) AS avg_cell_temp FROM \"{stream}\" GROUP BY facility_zone ORDER BY high_load_cnt DESC",
"category": "aggregation",
"expected": {
"columns": [
"facility_zone",
"high_load_cnt",
"low_load_cnt",
"avg_cell_temp"
],
"results": [
[
"ZONE-3",
"3",
"1",
"27.53"
],
[
"ZONE-1",
"3",
"0",
"26.07"
],
[
"ZONE-2",
"1",
"3",
"29.83"
],
[
"ZONE-4",
"1",
"2",
"31.5"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 659000000,
"end_offset": 823000000
}
},
{
"id": "Q013",
"sql": "SELECT conveyor_lane, COUNT(*) FILTER (WHERE operation_mode='auto') AS auto_cnt, COUNT(*) FILTER (WHERE operation_mode='manual') AS manual_cnt, COUNT(*) FILTER (WHERE operation_mode='hybrid') AS hybrid_cnt FROM \"{stream}\" GROUP BY conveyor_lane ORDER BY conveyor_lane ASC",
"category": "aggregation",
"expected": {
"columns": [
"conveyor_lane",
"auto_cnt",
"manual_cnt",
"hybrid_cnt"
],
"results": [
[
"LANE-A",
"2",
"0",
"2"
],
[
"LANE-B",
"1",
"2",
"0"
],
[
"LANE-C",
"2",
"1",
"0"
],
[
"LANE-D",
"0",
"2",
"2"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 719000000,
"end_offset": 883000000
}
},
{
"id": "Q014",
"sql": "SELECT control_center, ROUND(AVG(defect_limit), 3) AS avg_defect, ROUND(AVG(throughput_rate), 2) AS avg_tput, CASE WHEN AVG(defect_limit) > 2.0 THEN 'HIGH_DEFECT' WHEN AVG(throughput_rate) < 300.0 THEN 'LOW_THROUGHPUT' ELSE 'NOMINAL' END AS risk_flag FROM \"{stream}\" GROUP BY control_center ORDER BY avg_defect DESC",
"category": "aggregation",
"expected": {
"columns": [
"control_center",
"avg_defect",
"avg_tput",
"risk_flag"
],
"results": [
[
"CC-DELTA",
"2.375",
"596.25",
"HIGH_DEFECT"
],
[
"CC-BETA",
"1.9",
"765.0",
"NOMINAL"
],
[
"CC-ALPHA",
"1.7",
"388.33",
"NOMINAL"
],
[
"CC-GAMMA",
"1.4",
"338.75",
"NOMINAL"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 779000000,
"end_offset": 943000000
}
},
{
"id": "Q015",
"sql": "SELECT sorter_model, facility_zone, COUNT(*) AS cnt FROM \"{stream}\" GROUP BY sorter_model, facility_zone ORDER BY sorter_model ASC, cnt DESC",
"category": "aggregation",
"expected": {
"columns": [
"sorter_model",
"facility_zone",
"cnt"
],
"results": [
[
"SORT-A7",
"ZONE-4",
"3"
],
[
"SORT-M3",
"ZONE-1",
"4"
],
[
"SORT-Q5",
"ZONE-2",
"2"
],
[
"SORT-X1",
"ZONE-3",
"3"
],
[
"SORT-Z9",
"ZONE-2",
"2"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 839000000,
"end_offset": 1003000000
}
},
{
"id": "Q016",
"sql": "WITH mode_counts AS (SELECT facility_zone, operation_mode, COUNT(*) AS cnt FROM \"{stream}\" GROUP BY facility_zone, operation_mode), ranked AS (SELECT *, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY cnt DESC) AS rn FROM mode_counts) SELECT facility_zone, cnt AS mode_count, operation_mode AS dominant_mode FROM ranked WHERE rn = 1 ORDER BY facility_zone ASC",
"category": "aggregation",
"expected": {
"columns": [
"facility_zone",
"mode_count",
"dominant_mode"
],
"results": [
[
"ZONE-1",
"2",
"manual"
],
[
"ZONE-2",
"2",
"auto"
],
[
"ZONE-3",
"2",
"manual"
],
[
"ZONE-4",
"2",
"auto"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
},
"time_offset": {
"start_offset": 899000000,
"end_offset": 1063000000
}
},
{
"id": "Q017",
"sql": "SELECT operation_mode, MAX(item_count) AS max_tput_item, MIN(item_count) AS min_tput_item, MAX(item_count) - MIN(item_count) AS spread FROM \"{stream}\" WHERE item_count > 0 GROUP BY operation_mode ORDER BY spread DESC",
"category": "aggregation",
"expected": {
"columns": [
"operation_mode",
"max_tput_item",
"min_tput_item",
"spread"
],
"results": [
[
"manual",
"500",
"50",
"450"
],
[
"hybrid",
"340",
"50",
"290"
],
[
"auto",
"155",
"60",
"95"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 959000000,
"end_offset": 1123000000
}
},
{
"id": "Q018",
"sql": "SELECT conveyor_lane, SUM(scan_attempts) AS scan_total, ROUND(AVG(CAST(scan_attempts AS FLOAT)), 2) AS avg_scan, ROUND(CAST(COUNT(*) FILTER (WHERE scan_attempts >= 3) AS FLOAT) / NULLIF(COUNT(*), 0) * 100.0, 2) AS retry_rate FROM \"{stream}\" GROUP BY conveyor_lane ORDER BY retry_rate DESC",
"category": "aggregation",
"expected": {
"columns": [
"conveyor_lane",
"scan_total",
"avg_scan",
"retry_rate"
],
"results": [
[
"LANE-D",
"10",
"3.33",
"66.66999816894531"
],
[
"LANE-B",
"12",
"3.0",
"50.0"
],
[
"LANE-C",
"6",
"2.0",
"33.33000183105469"
],
[
"LANE-A",
"7",
"1.75",
"25.0"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 1019000000,
"end_offset": 1183000000
}
},
{
"id": "Q019",
"sql": "SELECT build_signature, ROUND(STDDEV(throughput_rate), 2) AS std_tput, ROUND(AVG(load_factor), 2) AS avg_load, ROUND(STDDEV(throughput_rate) / NULLIF(AVG(throughput_rate), 0), 4) AS cv_tput FROM \"{stream}\" WHERE throughput_rate IS NOT NULL GROUP BY build_signature HAVING COUNT(*) >= 2 ORDER BY cv_tput DESC",
"category": "aggregation",
"expected": {
"columns": [
"build_signature",
"std_tput",
"avg_load",
"cv_tput"
],
"results": [
[
"BS-2026-B2",
"320.85",
"39.6",
"0.717"
],
[
"BS-2026-C3",
"300.22",
"50.45",
"0.5176"
],
[
"BS-2025-D4",
"109.7",
"32.67",
"0.2633"
],
[
"BS-2026-A1",
"167.43",
"96.07",
"0.2084"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 1079000000,
"end_offset": 1243000000
}
},
{
"id": "Q020",
"sql": "SELECT facility_zone, ROUND(CAST(COUNT(*) FILTER (WHERE charge_remaining < 30.0) AS FLOAT) / NULLIF(COUNT(*), 0) * 100.0, 2) AS below_30_pct, ROUND(CAST(COUNT(*) FILTER (WHERE charge_remaining > 70.0) AS FLOAT) / NULLIF(COUNT(*), 0) * 100.0, 2) AS above_70_pct FROM \"{stream}\" GROUP BY facility_zone ORDER BY below_30_pct DESC",
"category": "aggregation",
"expected": {
"columns": [
"facility_zone",
"below_30_pct",
"above_70_pct"
],
"results": [
[
"ZONE-4",
"66.66999816894531",
"33.33000183105469"
],
[
"ZONE-2",
"50.0",
"25.0"
],
[
"ZONE-1",
"33.33000183105469",
"33.33000183105469"
],
[
"ZONE-3",
"25.0",
"25.0"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 1139000000,
"end_offset": 1303000000
}
},
{
"id": "Q157",
"sql": "SELECT SUM(errorcount) as errorcount, SUM(traffic) as traffic, SUM(traffic_android) as traffic_android, SUM(traffic_ios) as traffic_ios, SUM(error_android) as error_android, SUM(error_ios) as error_ios, error_code, service_owner, upstream_error_code, bestmessage, mobileerrorkey, operation, platform FROM (SELECT 0 as errorcount, sorter_model as operation, service_owner, CAST(COUNT(_timestamp) AS INT) AS traffic, CAST(COUNT(CASE WHEN service_owner LIKE '@warehouse-Android%' THEN 1 END) AS INT) AS traffic_android, CAST(COUNT(CASE WHEN service_owner NOT LIKE '@warehouse-Android%' THEN 1 END) AS INT) AS traffic_ios, CAST(COUNT(CASE WHEN service_owner LIKE '@warehouse-Android%' AND (upstream_error_code != '' OR error_code != '') THEN 1 END) AS INT) AS error_android, CAST(COUNT(CASE WHEN service_owner NOT LIKE '@warehouse-Android%' AND (upstream_error_code != '' OR error_code != '') THEN 1 END) AS INT) AS error_ios, MAX(COALESCE(exception_message, '')) AS bestmessage, COALESCE(CONCAT(trim(sorter_model), '-', trim(upstream_error_code), '-', trim(error_code)), 'nil') AS mobileerrorkey, CASE WHEN service_owner LIKE '@warehouse-Android%' THEN 'Android' ELSE 'iOS' END AS platform, MAX(CASE WHEN re_not_match(exception_message, 'Timeout error|Network failure|SSL error|Connection lost|Bad URL|Server error') THEN 1 ELSE 0 END) AS unexpectederror, upstream_error_code, error_code FROM \"{stream}\" WHERE re_match(service_owner, '@warehouse-(Android|iOS)-sort-v') GROUP BY operation, platform, upstream_error_code, error_code, service_owner HAVING traffic > 0 ORDER BY traffic DESC LIMIT 200) GROUP BY error_code, service_owner, upstream_error_code, bestmessage, mobileerrorkey, operation, platform",
"category": "aggregation",
"expected": {
"columns": [
"errorcount",
"traffic",
"traffic_android",
"traffic_ios",
"error_android",
"error_ios",
"error_code",
"service_owner",
"upstream_error_code",
"bestmessage",
"mobileerrorkey",
"operation",
"platform"
],
"results": [
[
"0",
"1",
"1",
"0",
"1",
"0",
"E004",
"@warehouse-Android-sort-v1",
"UP-E008",
"SecurityException: unauthorized access to control_center CC-ALPHA",
"SORT-Q5-UP-E008-E004",
"SORT-Q5",
"Android"
],
[
"0",
"1",
"0",
"1",
"0",
"1",
"E005",
"@warehouse-iOS-sort-v2",
"None",
"ConfigurationException: missing facility_zone ZONE-3 override",
"SORT-M3--E005",
"SORT-M3",
"iOS"
],
[
"0",
"1",
"0",
"1",
"0",
"1",
"E005",
"@warehouse-iOS-sort-v2",
"UP-E009",
"ConfigurationException: missing facility_zone ZONE-3 override",
"SORT-X1-UP-E009-E005",
"SORT-X1",
"iOS"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 9359000000,
"end_offset": 9523000000
}
},
{
"id": "Q175",
"sql": "SELECT facility_zone, sorter_model, operation_mode,\n COUNT(*) AS total_rows,\n SUM(throughput_rate) AS total_throughput,\n AVG(load_factor) AS avg_load,\n MAX(cell_temp) AS max_temp,\n MIN(charge_remaining) AS min_charge\nFROM \"{stream}\"\nWHERE (operation_mode = 'auto' OR operation_mode = 'hybrid')\n AND load_factor > 20.0\n AND facility_zone IN ('ZONE-1', 'ZONE-2', 'ZONE-3')\n AND throughput_rate >= 100.0\nGROUP BY facility_zone, sorter_model, operation_mode\nHAVING COUNT(*) >= 1\n AND AVG(load_factor) > 10.0\nORDER BY total_throughput DESC, avg_load DESC\nLIMIT 20",
"category": "aggregation",
"time_offset": {
"start_offset": 10439000000,
"end_offset": 10603000000
},
"expected": {
"columns": [
"facility_zone",
"sorter_model",
"operation_mode",
"total_rows",
"total_throughput",
"avg_load",
"max_temp",
"min_charge"
],
"results": [
[
"ZONE-1",
"SORT-M3",
"auto",
"2",
"1510.0",
"96.8",
"30.1",
"42.5"
],
[
"ZONE-3",
"SORT-X1",
"hybrid",
"1",
"900.0",
"94.6",
"30.1",
"42.5"
],
[
"ZONE-2",
"SORT-Q5",
"auto",
"2",
"770.0",
"38.3",
"24.8",
"66.6"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q176",
"sql": "SELECT region_code,\n COUNT(*) AS cnt,\n SUM(CASE WHEN operation_mode = 'auto' THEN throughput_rate ELSE 0 END) AS auto_throughput,\n SUM(CASE WHEN operation_mode = 'manual' THEN throughput_rate ELSE 0 END) AS manual_throughput,\n AVG(CASE WHEN load_factor > 50.0 THEN cell_temp ELSE NULL END) AS avg_temp_high_load,\n COUNT(CASE WHEN charge_remaining < 30.0 THEN 1 END) AS low_charge_count\nFROM \"{stream}\"\nWHERE facility_zone LIKE 'ZONE-%'\n AND sorter_model IN ('SORT-X1', 'SORT-A7', 'SORT-M3')\nGROUP BY region_code\nHAVING COUNT(*) >= 1\nORDER BY cnt DESC",
"category": "aggregation",
"time_offset": {
"start_offset": 10499000000,
"end_offset": 10663000000
},
"expected": {
"columns": [
"region_code",
"cnt",
"auto_throughput",
"manual_throughput",
"avg_temp_high_load",
"low_charge_count"
],
"results": [
[
"AP-EAST",
"2",
"0.0",
"840.0",
"None",
"0"
],
[
"EU-NORTH",
"2",
"610.0",
"610.0",
"28.9",
"0"
],
[
"AP-CENTRAL",
"1",
"0.0",
"0.0",
"30.1",
"0"
],
[
"US-EAST",
"1",
"150.0",
"0.0",
"None",
"0"
],
[
"EU-WEST",
"1",
"0.0",
"0.0",
"None",
"0"
],
[
"US-CENTRAL",
"1",
"0.0",
"555.0",
"22.0",
"1"
],
[
"US-WEST",
"1",
"0.0",
"320.0",
"19.2",
"0"
],
[
"SA-EAST",
"1",
"290.0",
"0.0",
"18.5",
"0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q177",
"sql": "SELECT UPPER(operation_mode) AS mode_upper,\n CONCAT(facility_zone, '-', sorter_model) AS zone_sorter,\n COUNT(*) AS cnt,\n SUM(item_count) AS total_items,\n AVG(defect_limit) AS avg_defect,\n STDDEV(throughput_rate) AS stddev_throughput\nFROM \"{stream}\"\nWHERE package_size BETWEEN 100 AND 1000\n AND runtime_hours >= 24\nGROUP BY UPPER(operation_mode), CONCAT(facility_zone, '-', sorter_model)\nHAVING COUNT(*) >= 1\n AND AVG(defect_limit) > 1.0\nORDER BY cnt DESC, stddev_throughput ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 10559000000,
"end_offset": 10723000000
},
"expected": {
"columns": [
"mode_upper",
"zone_sorter",
"cnt",
"total_items",
"avg_defect",
"stddev_throughput"
],
"results": [
[
"MANUAL",
"ZONE-3-SORT-X1",
"2",
"260",
"3.25",
"38.890872965260115"
],
[
"HYBRID",
"ZONE-3-SORT-X1",
"2",
"138",
"1.1",
"42.42640687119285"
],
[
"HYBRID",
"ZONE-4-SORT-A7",
"2",
"615",
"1.5",
"205.0609665440988"
],
[
"AUTO",
"ZONE-1-SORT-M3",
"2",
"148",
"2.0",
"205.0609665440988"
],
[
"AUTO",
"ZONE-4-SORT-A7",
"1",
"155",
"1.5",
"None"
],
[
"MANUAL",
"ZONE-1-SORT-M3",
"1",
"50",
"1.2",
"None"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q201",
"sql": "SELECT COUNT(CASE WHEN action_category = 'performanceMetric' AND error_code NOT IN ('E001', 'E003', 'E005') AND page_slug IN ('itemPage', 'searchPage') AND exception_message NOT LIKE '%NullPointer%' THEN 1 END) AS filtered_errors, COUNT(CASE WHEN action_category = 'performanceMetric' THEN 1 END) AS total_metrics, COUNT(DISTINCT visitor_session_id) AS unique_users FROM \"{stream}\" WHERE org_name = 'warehouse-east' AND build_version IS NOT NULL",
"category": "aggregation",
"time_offset": {
"start_offset": 11999000000,
"end_offset": 12073000000
},
"expected": {
"columns": [
"filtered_errors",
"total_metrics",
"unique_users"
],
"results": [
[
"0",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q202",
"sql": "SELECT (100.0 * COUNT(CASE WHEN action_category = 'navigation' AND error_code NOT IN ('E002', 'E004') AND exception_message NOT LIKE '%Timeout%' THEN 1 END) / COUNT(*)) AS nav_error_pct, COUNT(*) AS total_events, COUNT(DISTINCT os_platform) AS platforms FROM \"{stream}\" WHERE page_slug IN ('itemPage', 'cartPage', 'checkoutPage')",
"category": "aggregation",
"time_offset": {
"start_offset": 12059000000,
"end_offset": 12133000000
},
"expected": {
"columns": [
"nav_error_pct",
"total_events",
"platforms"
],
"results": [
[
"0.0",
"3",
"3"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q203",
"sql": "SELECT action_category, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM \"{stream}\" WHERE page_slug IN ('itemPage', 'searchPage', 'cartPage', 'checkoutPage', 'itemPage') AND os_platform IN ('Android 14', 'iOS 17.4', 'Mac OS X (iPhone)', 'Android 13', 'Windows 11', 'Android 12') AND org_name = 'warehouse-east' GROUP BY action_category ORDER BY cnt DESC",
"category": "aggregation",
"time_offset": {
"start_offset": 12119000000,
"end_offset": 12193000000
},
"expected": {
"columns": [
"action_category",
"cnt",
"users"
],
"results": [
[
"performanceMetric",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q204",
"sql": "SELECT COUNT(DISTINCT visitor_session_id) AS affected_users FROM \"{stream}\" WHERE org_name = 'warehouse-east' AND build_version IS NOT NULL AND (exception_message LIKE '%NullPointer%' OR upstream_error_code LIKE '%UP-E00%' OR error_code LIKE '%E00%' OR event_detail LIKE '%timeout%' OR exception_message LIKE '%ResourceExhausted%')",
"category": "aggregation",
"time_offset": {
"start_offset": 12179000000,
"end_offset": 12253000000
},
"expected": {
"columns": [
"affected_users"
],
"results": [
[
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q205",
"sql": "SELECT record_type, COUNT(*) AS cnt, approx_percentile_cont(CAST(latency_ms AS FLOAT), 0.95) AS p95_latency FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND latency_ms > 0 GROUP BY record_type ORDER BY p95_latency DESC",
"category": "aggregation",
"time_offset": {
"start_offset": 12239000000,
"end_offset": 12313000000
},
"expected": {
"columns": [
"record_type",
"cnt",
"p95_latency"
],
"results": [
[
"scan",
"2",
"1900.0"
],
[
"sort",
"1",
"567.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q206",
"sql": "SELECT os_platform, COUNT(*) AS total, COUNT(CASE WHEN action_category = 'performanceMetric' AND error_code NOT IN ('E001', 'E002') AND exception_message NOT LIKE '%Timeout%' THEN 1 END) AS clean_metrics, COUNT(CASE WHEN action_category = 'interaction' THEN 1 END) AS interactions FROM \"{stream}\" WHERE org_name IN ('warehouse-east', 'warehouse-west') AND page_slug IN ('itemPage', 'cartPage') GROUP BY os_platform",
"category": "aggregation",
"time_offset": {
"start_offset": 12299000000,
"end_offset": 12373000000
},
"expected": {
"columns": [
"os_platform",
"total",
"clean_metrics",
"interactions"
],
"results": [
[
"Android 13",
"1",
"1",
"0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q207",
"sql": "SELECT component_name, COUNT(*) AS error_count, COUNT(DISTINCT visitor_session_id) AS users FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND exception_message LIKE '%Exception%' GROUP BY component_name HAVING COUNT(*) >= 1 AND COUNT(DISTINCT visitor_session_id) >= 1",
"category": "aggregation",
"time_offset": {
"start_offset": 12359000000,
"end_offset": 12433000000
},
"expected": {
"columns": [
"component_name",
"error_count",
"users"
],
"results": [
[
"batch-sync",
"1",
"1"
],
[
"track-router",
"2",
"1"
],
[
"pallet-mapper",
"2",
"1"
],
[
"lane-monitor",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q208",
"sql": "SELECT (CASE WHEN char_length(exception_message) > 0 THEN exception_message ELSE error_code END) AS display_error, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND exception_message IS NOT NULL GROUP BY display_error ORDER BY cnt DESC",
"category": "aggregation",
"time_offset": {
"start_offset": 12419000000,
"end_offset": 12493000000
},
"expected": {
"columns": [
"display_error",
"cnt",
"users"
],
"results": [
[
"NetworkException: connection to batch sync failed",
"2",
"1"
],
[
"OverflowException: throughput_rate 999.0 exceeds max capacity",
"1",
"1"
],
[
"ConfigurationException: missing facility_zone ZONE-3 override",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q209",
"sql": "SELECT page_slug, COUNT(*) AS total, MIN(latency_ms) AS min_latency, MAX(latency_ms) AS max_latency, AVG(latency_ms) AS avg_latency, COUNT(DISTINCT visitor_session_id) AS users FROM \"{stream}\" WHERE action_category IN ('performanceMetric', 'interaction') AND latency_ms > 0 GROUP BY page_slug",
"category": "aggregation",
"time_offset": {
"start_offset": 12479000000,
"end_offset": 12553000000
},
"expected": {
"columns": [
"page_slug",
"total",
"min_latency",
"max_latency",
"avg_latency",
"users"
],
"results": [
[
"itemPage",
"4",
"12",
"1900",
"956.0",
"2"
],
[
"searchPage",
"1",
"15",
"15",
"15.0",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q210",
"sql": "SELECT coalesce(endpoint_path, resource_path) AS source_path, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM \"{stream}\" WHERE action_category = 'navigation' GROUP BY source_path ORDER BY cnt DESC",
"category": "aggregation",
"time_offset": {
"start_offset": 12539000000,
"end_offset": 12613000000
},
"expected": {
"columns": [
"source_path",
"cnt",
"users"
],
"results": [
[
"None",
"2",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q211",
"sql": "SELECT device_type, COUNT(*) AS event_count, COUNT(DISTINCT visitor_session_id) AS unique_users FROM \"{stream}\" WHERE org_name IN ('warehouse-north', 'warehouse-south', 'warehouse-central') AND build_version NOT IN ('v1.0.0', 'v1.1.2') AND device_type IN ('Mobile', 'Computer', 'Tablet') AND action_category = 'navigation' AND page_slug IN ('itemPage', 'homePage') GROUP BY device_type",
"category": "aggregation",
"time_offset": {
"start_offset": 12599000000,
"end_offset": 12673000000
},
"expected": {
"columns": [
"device_type",
"event_count",
"unique_users"
],
"results": [
[
"Computer",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q212",
"sql": "SELECT COUNT(*) AS total, COUNT(CASE WHEN info_tag IS NULL THEN 1 END) AS null_tags, COUNT(CASE WHEN info_tag IS NOT NULL THEN 1 END) AS tagged, COUNT(CASE WHEN bot_flag IS NULL THEN 1 END) AS human_only FROM \"{stream}\" WHERE action_category = 'performanceMetric'",
"category": "aggregation",
"time_offset": {
"start_offset": 12659000000,
"end_offset": 12733000000
},
"expected": {
"columns": [
"total",
"null_tags",
"tagged",
"human_only"
],
"results": [
[
"2",
"2",
"0",
"2"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q213",
"sql": "SELECT COUNT(CASE WHEN exception_message LIKE '%Exception%' THEN 1 END) AS exception_count, COUNT(CASE WHEN upstream_error_code LIKE '%UP-E00%' THEN 1 END) AS upstream_errors, COUNT(CASE WHEN event_detail LIKE '%timeout%' THEN 1 END) AS timeouts, COUNT(CASE WHEN error_code LIKE '%E00%' THEN 1 END) AS coded_errors FROM \"{stream}\" WHERE action_category = 'performanceMetric'",
"category": "aggregation",
"time_offset": {
"start_offset": 12719000000,
"end_offset": 12793000000
},
"expected": {
"columns": [
"exception_count",
"upstream_errors",
"timeouts",
"coded_errors"
],
"results": [
[
"5",
"3",
"0",
"5"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q214",
"sql": "SELECT component_name, COUNT(*) AS cnt, AVG(latency_ms) AS avg_latency FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND latency_ms > 0 GROUP BY component_name ORDER BY avg_latency DESC LIMIT 5",
"category": "aggregation",
"time_offset": {
"start_offset": 12779000000,
"end_offset": 12853000000
},
"expected": {
"columns": [
"component_name",
"cnt",
"avg_latency"
],
"results": [
[
"batch-sync",
"2",
"1450.0"
],
[
"lane-monitor",
"2",
"567.0"
],
[
"track-router",
"1",
"230.0"
],
[
"pallet-mapper",
"1",
"89.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q215",
"sql": "SELECT (CASE WHEN os_platform IN ('Android 14', 'Android 13') THEN 'Android' WHEN os_platform IN ('iOS 17.4', 'Mac OS X (iPhone)') THEN 'iOS' ELSE os_platform END) AS platform_group, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM \"{stream}\" WHERE action_category = 'navigation' GROUP BY platform_group",
"category": "aggregation",
"time_offset": {
"start_offset": 12839000000,
"end_offset": 12913000000
},
"expected": {
"columns": [
"platform_group",
"cnt",
"users"
],
"results": [
[
"iOS",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q216",
"sql": "SELECT COUNT(DISTINCT visitor_session_id) AS users, COUNT(DISTINCT component_name) AS components, COUNT(DISTINCT page_slug) AS pages FROM \"{stream}\" WHERE org_name = 'warehouse-east' AND build_version NOT IN ('v1.0.0') AND action_category IN ('performanceMetric', 'interaction', 'navigation')",
"category": "aggregation",
"time_offset": {
"start_offset": 12899000000,
"end_offset": 12973000000
},
"expected": {
"columns": [
"users",
"components",
"pages"
],
"results": [
[
"1",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q217",
"sql": "SELECT error_code, COUNT(*) AS cnt FROM (SELECT error_code, exception_message FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND exception_message LIKE '%Exception%') GROUP BY error_code ORDER BY cnt DESC",
"category": "aggregation",
"time_offset": {
"start_offset": 12959000000,
"end_offset": 13033000000
},
"expected": {
"columns": [
"error_code",
"cnt"
],
"results": [
[
"E003",
"2"
],
[
"E005",
"2"
],
[
"E004",
"1"
],
[
"E006",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q218",
"sql": "SELECT COUNT(*) AS mid_range FROM \"{stream}\" WHERE latency_ms BETWEEN 50 AND 500 AND action_category = 'performanceMetric'",
"category": "aggregation",
"time_offset": {
"start_offset": 13019000000,
"end_offset": 13093000000
},
"expected": {
"columns": [
"mid_range"
],
"results": [
[
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q219",
"sql": "SELECT page_slug, STRING_AGG(DISTINCT error_code, ', ') AS error_codes FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND error_code IS NOT NULL GROUP BY page_slug",
"category": "aggregation",
"time_offset": {
"start_offset": 13079000000,
"end_offset": 13153000000
},
"expected": {
"columns": [
"page_slug",
"error_codes"
],
"results": [
[
"itemPage",
"E009, E001"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
}
},
{
"id": "Q220",
"sql": "SELECT action_subcategory, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM \"{stream}\" WHERE action_category NOT IN ('interaction', 'navigation') AND page_slug IN ('itemPage', 'searchPage', 'cartPage') AND exception_message LIKE '%Exception%' GROUP BY action_subcategory ORDER BY cnt DESC",
"category": "aggregation",
"time_offset": {
"start_offset": 13139000000,
"end_offset": 13213000000
},
"expected": {
"columns": [
"action_subcategory",
"cnt",
"users"
],
"results": [
[
"vitalsCls",
"2",
"1"
],
[
"pageView",
"1",
"1"
],
[
"clickEvent",
"1",
"1"
],
[
"vitalsInp",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q221",
"sql": "SELECT (100.0 * COUNT(CASE WHEN response_code = 200 THEN 1 END) / COUNT(*)) AS success_rate, COUNT(*) AS total_requests, COUNT(DISTINCT uri_path) AS unique_paths FROM \"{stream}\" WHERE action_category = 'performanceMetric'",
"category": "aggregation",
"time_offset": {
"start_offset": 13199000000,
"end_offset": 13273000000
},
"expected": {
"columns": [
"success_rate",
"total_requests",
"unique_paths"
],
"results": [
[
"0.0",
"4",
"3"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q222",
"sql": "SELECT tag_b, MIN(latency_ms) AS min_lat, MAX(latency_ms) AS max_lat, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat, COUNT(*) AS cnt FROM \"{stream}\" WHERE latency_ms > 0 GROUP BY tag_b",
"category": "aggregation",
"time_offset": {
"start_offset": 13259000000,
"end_offset": 13333000000
},
"expected": {
"columns": [
"tag_b",
"min_lat",
"max_lat",
"avg_lat",
"cnt"
],
"results": [
[
"low",
"12",
"3200",
"1606.0",
"2"
],
[
"medium",
"15",
"15",
"15.0",
"2"
],
[
"critical",
"78",
"78",
"78.0",
"2"
],
[
"high",
"1900",
"1900",
"1900.0",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q223",
"sql": "SELECT page_slug, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM \"{stream}\" WHERE action_category = 'navigation' AND page_slug IN ('itemPage', 'cartPage', 'checkoutPage', 'searchPage') AND device_type IN ('Mobile', 'Computer', 'Tablet') AND org_name = 'warehouse-south' AND build_version IS NOT NULL GROUP BY page_slug ORDER BY cnt DESC",
"category": "aggregation",
"time_offset": {
"start_offset": 13319000000,
"end_offset": 13393000000
},
"expected": {
"columns": [
"page_slug",
"cnt",
"users"
],
"results": [
[
"itemPage",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q224",
"sql": "SELECT page_slug, COUNT(*) AS total, COUNT(CASE WHEN response_code >= 400 THEN 1 END) AS errors FROM \"{stream}\" GROUP BY page_slug HAVING COUNT(CASE WHEN response_code >= 400 THEN 1 END) > 0",
"category": "aggregation",
"time_offset": {
"start_offset": 13379000000,
"end_offset": 13453000000
},
"expected": {
"columns": [
"page_slug",
"total",
"errors"
],
"results": [
[
"checkoutPage",
"2",
"2"
],
[
"cartPage",
"2",
"2"
],
[
"searchPage",
"1",
"1"
],
[
"itemPage",
"2",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q225",
"sql": "SELECT (CASE WHEN device_type IN ('Mobile', 'Tablet') THEN 'Mobile_Device' WHEN device_type = 'Computer' THEN 'Desktop' ELSE device_type END) AS device_class, COUNT(*) AS total, COUNT(CASE WHEN response_code >= 400 THEN 1 END) AS errors FROM \"{stream}\" GROUP BY device_class",
"category": "aggregation",
"time_offset": {
"start_offset": 13439000000,
"end_offset": 13513000000
},
"expected": {
"columns": [
"device_class",
"total",
"errors"
],
"results": [
[
"Mobile_Device",
"4",
"0"
],
[
"Desktop",
"3",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q226",
"sql": "SELECT histogram(_timestamp, '1 minute') AS time, ROUND(SUM(CASE WHEN throughput_rate > 500.0 AND operation_mode = 'auto' THEN 1 ELSE 0 END) * 100.0 / NULLIF(SUM(CASE WHEN throughput_rate > 0 THEN 1 ELSE 0 END), 0), 2) AS auto_high_pct FROM \"{stream}\" WHERE _timestamp IS NOT NULL GROUP BY time ORDER BY time ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 13499000000,
"end_offset": 13573000000
},
"expected": {
"columns": [
"time",
"auto_high_pct"
],
"results": [
[
"2026-06-06T09:41:00",
"0.0"
],
[
"2026-06-06T09:42:00",
"50.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q227",
"sql": "SELECT page_slug, COUNT(*) AS total, COUNT(DISTINCT CASE WHEN error_code IS NOT NULL THEN visitor_session_id END) AS unique_error_sessions, CASE WHEN COUNT(DISTINCT CASE WHEN error_code IS NOT NULL THEN visitor_session_id END) = 0 THEN 'N/A' ELSE CAST(COUNT(DISTINCT CASE WHEN error_code IS NOT NULL THEN visitor_session_id END) AS VARCHAR) END AS unique_display FROM \"{stream}\" WHERE page_slug IS NOT NULL GROUP BY page_slug ORDER BY total DESC, page_slug ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 13559000000,
"end_offset": 13633000000
},
"expected": {
"columns": [
"page_slug",
"total",
"unique_error_sessions",
"unique_display"
],
"results": [
[
"itemPage",
"3",
"2",
"2"
],
[
"searchPage",
"2",
"1",
"1"
],
[
"cartPage",
"1",
"1",
"1"
],
[
"checkoutPage",
"1",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q228",
"sql": "SELECT org_name, COUNT(*) AS cnt, ROUND(AVG(CAST(COALESCE(throughput_rate, load_factor) AS DOUBLE)), 1) AS avg_latency FROM \"{stream}\" WHERE CAST(COALESCE(throughput_rate, load_factor) AS DOUBLE) > 100.0 AND CAST(COALESCE(throughput_rate, load_factor) AS DOUBLE) < 900.0 GROUP BY org_name ORDER BY cnt DESC, org_name ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 13619000000,
"end_offset": 13693000000
},
"expected": {
"columns": [
"org_name",
"cnt",
"avg_latency"
],
"results": [
[
"warehouse-central",
"2",
"190.0"
],
[
"warehouse-north",
"2",
"290.0"
],
[
"warehouse-south",
"1",
"555.0"
],
[
"warehouse-west",
"1",
"840.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q229",
"sql": "SELECT CAST(scan_attempts AS VARCHAR) AS scan_val, COUNT(*) AS cnt FROM \"{stream}\" WHERE scan_attempts IS NOT NULL GROUP BY scan_val ORDER BY cnt DESC, scan_val ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 13679000000,
"end_offset": 13753000000
},
"expected": {
"columns": [
"scan_val",
"cnt"
],
"results": [
[
"2",
"3"
],
[
"5",
"2"
],
[
"1",
"1"
],
[
"3",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q230",
"sql": "SELECT COUNT(*) AS cnt FROM \"{stream}\" WHERE (bot_flag = 'suspicious' AND geo_country IN ('US', 'DE', 'UK')) OR (threat_flag = 'true' AND geo_country IN ('BR', 'IN', 'JP'))",
"category": "aggregation",
"time_offset": {
"start_offset": 13739000000,
"end_offset": 13813000000
},
"expected": {
"columns": [
"cnt"
],
"results": [
[
"2"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q231",
"sql": "SELECT COALESCE(upstream_error_code, error_code, exception_message, 'unknown') AS error_info, COUNT(*) AS cnt FROM \"{stream}\" WHERE COALESCE(upstream_error_code, error_code, exception_message, 'unknown') != 'unknown' GROUP BY error_info ORDER BY cnt DESC, error_info ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 13799000000,
"end_offset": 13873000000
},
"expected": {
"columns": [
"error_info",
"cnt"
],
"results": [
[
"UP-E001",
"2"
],
[
"UP-E009",
"2"
],
[
"E004",
"1"
],
[
"E006",
"1"
],
[
"UP-E002",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q232",
"sql": "SELECT record_type, COUNT(*) AS cnt FROM \"{stream}\" WHERE record_type IS NOT NULL AND record_type != '' GROUP BY record_type ORDER BY cnt DESC, record_type ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 13859000000,
"end_offset": 13933000000
},
"expected": {
"columns": [
"record_type",
"cnt"
],
"results": [
[
"merge",
"2"
],
[
"sort",
"2"
],
[
"track",
"2"
],
[
"scan",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q233",
"sql": "SELECT facility_zone, operation_mode, COUNT(*) AS cnt, ROUND(AVG(throughput_rate), 1) AS avg_tput FROM \"{stream}\" GROUP BY facility_zone, operation_mode HAVING COUNT(*) >= 1 AND AVG(throughput_rate) > 200.0 ORDER BY facility_zone ASC, cnt DESC",
"category": "aggregation",
"time_offset": {
"start_offset": 13919000000,
"end_offset": 13993000000
},
"expected": {
"columns": [
"facility_zone",
"operation_mode",
"cnt",
"avg_tput"
],
"results": [
[
"ZONE-1",
"manual",
"1",
"610.0"
],
[
"ZONE-1",
"auto",
"1",
"320.0"
],
[
"ZONE-2",
"manual",
"1",
"480.0"
],
[
"ZONE-3",
"manual",
"1",
"320.0"
],
[
"ZONE-3",
"hybrid",
"1",
"610.0"
],
[
"ZONE-4",
"auto",
"1",
"725.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q234",
"sql": "SELECT page_slug, COUNT(*) AS total, COUNT(CASE WHEN error_code IS NOT NULL THEN 1 END) AS errors, CASE WHEN COUNT(*) > 0 AND COUNT(CASE WHEN error_code IS NOT NULL THEN 1 END) = COUNT(*) THEN 'all_error' WHEN COUNT(CASE WHEN error_code IS NOT NULL THEN 1 END) > 0 THEN 'partial' ELSE 'clean' END AS status FROM \"{stream}\" WHERE page_slug IS NOT NULL GROUP BY page_slug ORDER BY total DESC, page_slug ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 13979000000,
"end_offset": 14053000000
},
"expected": {
"columns": [
"page_slug",
"total",
"errors",
"status"
],
"results": [
[
"cartPage",
"2",
"2",
"all_error"
],
[
"checkoutPage",
"2",
"2",
"all_error"
],
[
"itemPage",
"2",
"2",
"all_error"
],
[
"searchPage",
"1",
"1",
"all_error"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q235",
"sql": "SELECT page_slug, COUNT(DISTINCT CASE WHEN action_category = 'performanceMetric' THEN visitor_session_id END) AS perf_sessions, COUNT(DISTINCT CASE WHEN action_category = 'navigation' THEN visitor_session_id END) AS nav_sessions FROM \"{stream}\" WHERE page_slug IS NOT NULL GROUP BY page_slug ORDER BY page_slug ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 14039000000,
"end_offset": 14113000000
},
"expected": {
"columns": [
"page_slug",
"perf_sessions",
"nav_sessions"
],
"results": [
[
"checkoutPage",
"1",
"0"
],
[
"homePage",
"0",
"1"
],
[
"itemPage",
"1",
"0"
],
[
"searchPage",
"0",
"0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q236",
"sql": "SELECT facility_zone, ROUND(SUM(throughput_rate) * 1.0 / NULLIF(SUM(load_factor), 0), 2) AS ratio FROM \"{stream}\" WHERE throughput_rate > 0 AND load_factor > 0 GROUP BY facility_zone ORDER BY ratio DESC, facility_zone ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 14099000000,
"end_offset": 14173000000
},
"expected": {
"columns": [
"facility_zone",
"ratio"
],
"results": [
[
"ZONE-2",
"9.45"
],
[
"ZONE-4",
"9.45"
],
[
"ZONE-3",
"7.8"
],
[
"ZONE-1",
"4.71"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q237",
"sql": "SELECT entity_id, COUNT(*) AS cnt, ROUND(AVG(throughput_rate), 1) AS avg_tput FROM \"{stream}\" WHERE entity_id IS NOT NULL GROUP BY entity_id ORDER BY cnt DESC, entity_id ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 14159000000,
"end_offset": 14233000000
},
"expected": {
"columns": [
"entity_id",
"cnt",
"avg_tput"
],
"results": [
[
"ent-004-wh",
"2",
"610.0"
],
[
"ent-006-wh",
"2",
"840.0"
],
[
"ent-003-wh",
"1",
"480.0"
],
[
"ent-005-wh",
"1",
"725.0"
],
[
"ent-007-wh",
"1",
"290.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q238",
"sql": "SELECT task_id, COUNT(*) AS cnt, MAX(throughput_rate) AS max_tput FROM \"{stream}\" WHERE task_id IS NOT NULL GROUP BY task_id ORDER BY cnt DESC, task_id ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 14219000000,
"end_offset": 14293000000
},
"expected": {
"columns": [
"task_id",
"cnt",
"max_tput"
],
"results": [
[
"task-b8c9d0",
"2",
"290.0"
],
[
"task-d4e5f6",
"2",
"190.0"
],
[
"task-a1b2c3",
"1",
"555.0"
],
[
"task-g7h8i9",
"1",
"900.0"
],
[
"task-y5z6a7",
"1",
"840.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q239",
"sql": "SELECT node_ip, COUNT(*) AS cnt, ROUND(AVG(latency_ms), 1) AS avg_lat FROM \"{stream}\" WHERE node_ip IS NOT NULL GROUP BY node_ip ORDER BY cnt DESC, node_ip ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 14279000000,
"end_offset": 14353000000
},
"expected": {
"columns": [
"node_ip",
"cnt",
"avg_lat"
],
"results": [
[
"10.12.0.105",
"2",
"1900.0"
],
[
"10.12.1.202",
"2",
"12.0"
],
[
"10.12.0.104",
"1",
"78.0"
],
[
"10.12.1.201",
"1",
"15.0"
],
[
"10.12.1.203",
"1",
"45.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q240",
"sql": "SELECT site_name, COUNT(*) AS cnt, ROUND(AVG(cell_temp), 1) AS avg_temp FROM \"{stream}\" WHERE site_name IS NOT NULL GROUP BY site_name ORDER BY cnt DESC, site_name ASC",
"category": "aggregation",
"time_offset": {
"start_offset": 14339000000,
"end_offset": 14413000000
},
"expected": {
"columns": [
"site_name",
"cnt",
"avg_temp"
],
"results": [
[
"site-ber-06",
"2",
"32.5"
],
[
"site-syd-04",
"2",
"24.8"
],
[
"site-dub-07",
"1",
"40.0"
],
[
"site-sfo-05",
"1",
"28.9"
],
[
"site-tok-03",
"1",
"19.2"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q551",
"sql": "SELECT component_name AS val, COUNT(*) AS cnt FROM \"{stream}\" WHERE component_name IS NOT NULL AND component_name != '' GROUP BY val ORDER BY cnt DESC LIMIT 5",
"category": "aggregation",
"time_offset": {
"start_offset": 32999000000,
"end_offset": 33073000000
},
"expected": {
"columns": [
"val",
"cnt"
],
"results": [
[
"temp-regulator",
"2"
],
[
"pallet-mapper",
"2"
],
[
"batch-sync",
"1"
],
[
"charge-checker",
"1"
],
[
"lane-monitor",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q552",
"sql": "SELECT COALESCE(org_name, site_name) AS tenant, COALESCE(scan_category, 'all') AS channel, COUNT(*) AS reqs, AVG(CAST(latency_ms AS FLOAT)) AS avg_latency FROM \"{stream}\" WHERE org_name IS NOT NULL OR site_name IS NOT NULL GROUP BY tenant, channel ORDER BY reqs DESC LIMIT 15",
"category": "aggregation",
"time_offset": {
"start_offset": 33059000000,
"end_offset": 33133000000
},
"expected": {
"columns": [
"tenant",
"channel",
"reqs",
"avg_latency"
],
"results": [
[
"warehouse-west",
"inbound",
"2",
"15.0"
],
[
"warehouse-central",
"outbound",
"2",
"78.0"
],
[
"warehouse-east",
"internal",
"1",
"1900.0"
],
[
"warehouse-north",
"inbound",
"1",
"12.0"
],
[
"warehouse-south",
"inbound",
"1",
"3200.0"
]
],
"results_mode": "rowsort"
}
}
]
}
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