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openobserve/tests/test-data/query-agent/queries/combined.json
T
Neha PandClaude Opus 4.7 008398163b test: add more queries to query regression (#12487) 
## Summary
- Adds **100 new structural-pattern queries** (Q411-Q510) across all 13
categories, bringing the suite from 425 to **525 queries**
- Adds **cross-stream JOIN/UNION support**: `stream_offset` in
data_gen.py, `STREAM2` in conftest, dual-table DuckDB oracle
- 15 cross-stream queries (Q401-Q415) covering INNER/LEFT/RIGHT JOIN,
EXISTS/NOT EXISTS, UNION ALL across streams
- Bumps data_gen.py from 510 to 520 query capacity

## Changes
- **Infrastructure**:
[conftest.py](tests/api-testing/tests/query_agent/conftest.py),
[compute_counts.py](tests/test-data/query-agent/compute_counts.py),
[data_gen.py](tests/test-data/query-agent/data_gen.py)
- **New file**:
[cross_stream.json](tests/test-data/query-agent/queries/cross_stream.json)
— 15 queries
- **12 categories**: 85 queries across aggregation, basic_select,
combined, cte_subquery, date_time, full_text_search, histogram,
math_functions, pagination, string_functions, union, window

## Test plan
- [x] `compute_counts.py` generates expected results for all 525 queries
- [ ] Run `pytest tests/query_agent/ -v` against target environment (565
tests expected)

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

---------

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
2026-06-08 04:38:40 +00:00

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{
"queries": [
{
"id": "Q036",
"sql": "WITH throughput_cte AS (SELECT facility_zone, COUNT(*) AS events, SUM(throughput_rate) AS total_tput, ROUND(AVG(load_factor), 2) AS avg_load FROM \"{stream}\" GROUP BY facility_zone), charge_cte AS (SELECT facility_zone, COUNT(*) FILTER (WHERE charge_remaining < 25.0) AS low_charge_events FROM \"{stream}\" GROUP BY facility_zone) SELECT t.facility_zone, t.events, t.total_tput, t.avg_load, ROUND(CAST(c.low_charge_events AS FLOAT) / NULLIF(t.events, 0) * 100.0, 2) AS error_rate FROM throughput_cte t JOIN charge_cte c ON t.facility_zone = c.facility_zone ORDER BY error_rate DESC",
"category": "combined",
"expected": {
"columns": [
"facility_zone",
"events",
"total_tput",
"avg_load",
"error_rate"
],
"results": [
[
"ZONE-3",
"4",
"2905.0",
"74.85",
"25.0"
],
[
"ZONE-2",
"4",
"1645.0",
"33.6",
"25.0"
],
[
"ZONE-1",
"3",
"1770.0",
"66.63",
"0.0"
],
[
"ZONE-4",
"3",
"920.0",
"40.63",
"0.0"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 2099000000,
"end_offset": 2263000000
}
},
{
"id": "Q037",
"sql": "SELECT _timestamp, log, CASE WHEN load_factor < 30.0 THEN 'light' WHEN load_factor < 60.0 THEN 'moderate' WHEN load_factor < 85.0 THEN 'heavy' ELSE 'critical' END AS load_category, ROW_NUMBER() OVER (PARTITION BY CASE WHEN load_factor < 30.0 THEN 'light' WHEN load_factor < 60.0 THEN 'moderate' WHEN load_factor < 85.0 THEN 'heavy' ELSE 'critical' END ORDER BY load_factor DESC) AS rank_in_category FROM \"{stream}\" WHERE load_factor IS NOT NULL ORDER BY load_category, rank_in_category",
"category": "combined",
"expected": {
"columns": [
"log",
"load_category",
"rank_in_category"
],
"results": [
[
"Q036 warehouse event record 4",
"critical",
"1"
],
[
"Q037 warehouse event record 1",
"critical",
"2"
],
[
"Q038 warehouse event record 4",
"critical",
"3"
],
[
"Q039 warehouse event record 1",
"critical",
"4"
],
[
"Q038 warehouse event record 3 ACK batch batchIdList:Q038-3",
"critical",
"5"
],
[
"Q039 warehouse event record 0 ACK batch batchIdList:Q039-0",
"critical",
"6"
],
[
"Q038 warehouse event record 2",
"heavy",
"1"
],
[
"Q037 warehouse event record 0 ACK batch batchIdList:Q037-0",
"light",
"1"
],
[
"Q037 warehouse event record 2",
"light",
"2"
],
[
"Q037 warehouse event record 4",
"moderate",
"1"
],
[
"Q038 warehouse event record 1",
"moderate",
"2"
],
[
"Q039 warehouse event record 2",
"moderate",
"3"
],
[
"Q037 warehouse event record 3 ACK batch batchIdList:Q037-3",
"moderate",
"4"
],
[
"Q038 warehouse event record 0 ACK batch batchIdList:Q038-0",
"moderate",
"5"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
},
"time_offset": {
"start_offset": 2159000000,
"end_offset": 2323000000
}
},
{
"id": "Q038",
"sql": "SELECT facility_zone, COUNT(*) AS cnt, ROUND(AVG(throughput_rate), 2) AS avg_tput, STRING_AGG(DISTINCT sorter_model, ' | ' ORDER BY sorter_model ASC) AS sorter_list FROM \"{stream}\" WHERE throughput_rate IS NOT NULL GROUP BY facility_zone HAVING COUNT(*) >= 2 ORDER BY cnt DESC",
"category": "combined",
"expected": {
"columns": [
"facility_zone",
"cnt",
"avg_tput",
"sorter_list"
],
"results": [
[
"ZONE-4",
"4",
"277.5",
"SORT-A7"
],
[
"ZONE-1",
"4",
"667.5",
"SORT-M3"
],
[
"ZONE-3",
"3",
"591.67",
"SORT-X1"
],
[
"ZONE-2",
"3",
"320.0",
"SORT-Q5 | SORT-Z9"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 2219000000,
"end_offset": 2383000000
}
},
{
"id": "Q039",
"sql": "SELECT operation_mode, facility_zone, COUNT(*) AS cnt, SUM(load_factor) AS sum_load, ROUND(AVG(throughput_rate), 2) AS avg_tput FROM \"{stream}\" WHERE load_factor IS NOT NULL GROUP BY operation_mode, facility_zone ORDER BY sum_load DESC LIMIT 8",
"category": "combined",
"expected": {
"columns": [
"operation_mode",
"facility_zone",
"cnt",
"sum_load",
"avg_tput"
],
"results": [
[
"manual",
"ZONE-1",
"2",
"193.6",
"755.0"
],
[
"manual",
"ZONE-3",
"2",
"127.6",
"870.0"
],
[
"auto",
"ZONE-1",
"2",
"100.9",
"580.0"
],
[
"auto",
"ZONE-2",
"2",
"100.6",
"457.5"
],
[
"manual",
"ZONE-2",
"2",
"76.6",
"385.0"
],
[
"hybrid",
"ZONE-3",
"1",
"67.9",
"320.0"
],
[
"hybrid",
"ZONE-4",
"2",
"57.8",
"437.5"
],
[
"auto",
"ZONE-4",
"1",
"21.4",
"480.0"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 2279000000,
"end_offset": 2443000000
}
},
{
"id": "Q040",
"sql": "SELECT _timestamp, pallet_id, facility_zone, sorter_model, throughput_rate, ROUND(AVG(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW), 2) AS running_avg, ROUND((throughput_rate - AVG(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)), 2) AS deviation, CASE WHEN throughput_rate > 2 * AVG(throughput_rate) OVER (PARTITION BY facility_zone) THEN 'OUTLIER_HIGH' WHEN throughput_rate < 0.5 * AVG(throughput_rate) OVER (PARTITION BY facility_zone) THEN 'OUTLIER_LOW' ELSE 'NORMAL' END AS outlier_flag FROM \"{stream}\" WHERE throughput_rate IS NOT NULL AND facility_zone IS NOT NULL ORDER BY facility_zone ASC, _timestamp ASC",
"category": "combined",
"expected": {
"columns": [
"pallet_id",
"facility_zone",
"sorter_model",
"throughput_rate",
"running_avg",
"deviation",
"outlier_flag"
],
"results": [
[
"PL-003",
"ZONE-1",
"SORT-M3",
"610.0",
"610.0",
"0.0",
"NORMAL"
],
[
"PL-007",
"ZONE-1",
"SORT-M3",
"840.0",
"725.0",
"115.0",
"NORMAL"
],
[
"PL-003",
"ZONE-1",
"SORT-M3",
"555.0",
"668.33",
"-113.33",
"NORMAL"
],
[
"PL-008",
"ZONE-2",
"SORT-Z9",
"480.0",
"480.0",
"0.0",
"NORMAL"
],
[
"PL-004",
"ZONE-2",
"SORT-Q5",
"725.0",
"602.5",
"122.5",
"NORMAL"
],
[
"PL-008",
"ZONE-2",
"SORT-Z9",
"290.0",
"498.33",
"-208.33",
"NORMAL"
],
[
"PL-004",
"ZONE-2",
"SORT-Q5",
"190.0",
"421.25",
"-231.25",
"OUTLIER_LOW"
],
[
"PL-001",
"ZONE-3",
"SORT-X1",
"320.0",
"320.0",
"0.0",
"OUTLIER_LOW"
],
[
"PL-005",
"ZONE-3",
"SORT-X1",
"840.0",
"580.0",
"260.0",
"NORMAL"
],
[
"PL-001",
"ZONE-3",
"SORT-X1",
"555.0",
"571.67",
"-16.67",
"NORMAL"
],
[
"PL-005",
"ZONE-3",
"SORT-X1",
"900.0",
"653.75",
"246.25",
"NORMAL"
],
[
"PL-002",
"ZONE-4",
"SORT-A7",
"480.0",
"480.0",
"0.0",
"NORMAL"
],
[
"PL-006",
"ZONE-4",
"SORT-A7",
"725.0",
"602.5",
"122.5",
"NORMAL"
],
[
"PL-002",
"ZONE-4",
"SORT-A7",
"190.0",
"465.0",
"-275.0",
"OUTLIER_LOW"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 2339000000,
"end_offset": 2503000000
}
},
{
"id": "Q041",
"sql": "WITH raw AS (SELECT _timestamp, pallet_id, facility_zone, sorter_model, throughput_rate, load_factor, charge_remaining FROM \"{stream}\"), scored AS (SELECT *, ROUND((throughput_rate / NULLIF((SELECT AVG(throughput_rate) FROM raw), 0)) * 0.4 + (load_factor / NULLIF((SELECT AVG(load_factor) FROM raw), 0)) * 0.3 + (charge_remaining / NULLIF((SELECT AVG(charge_remaining) FROM raw), 0)) * 0.3, 4) AS composite_score FROM raw), ranked AS (SELECT *, RANK() OVER (ORDER BY composite_score DESC) AS overall_rank, NTILE(5) OVER (ORDER BY composite_score DESC) AS quintile FROM scored) SELECT _timestamp, pallet_id, facility_zone, sorter_model, throughput_rate, load_factor, charge_remaining, composite_score, overall_rank, quintile FROM ranked WHERE quintile <= 2 ORDER BY composite_score DESC",
"category": "combined",
"expected": {
"columns": [
"pallet_id",
"facility_zone",
"sorter_model",
"throughput_rate",
"load_factor",
"charge_remaining",
"composite_score",
"overall_rank",
"quintile"
],
"results": [
[
"PL-005",
"ZONE-3",
"SORT-X1",
"900.0",
"94.6",
"42.5",
"1.5673",
"1",
"1"
],
[
"PL-007",
"ZONE-1",
"SORT-M3",
"320.0",
"67.9",
"75.3",
"1.1548",
"2",
"1"
],
[
"PL-001",
"ZONE-3",
"SORT-X1",
"320.0",
"67.9",
"75.3",
"1.1548",
"2",
"1"
],
[
"PL-002",
"ZONE-4",
"SORT-A7",
"480.0",
"21.4",
"88.7",
"1.1406",
"4",
"2"
],
[
"PL-005",
"ZONE-3",
"SORT-X1",
"840.0",
"33.0",
"33.3",
"1.1276",
"5",
"2"
],
[
"PL-007",
"ZONE-1",
"SORT-M3",
"840.0",
"33.0",
"33.3",
"1.1276",
"5",
"2"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 2399000000,
"end_offset": 2563000000
}
},
{
"id": "Q042",
"sql": "WITH grid AS (SELECT _timestamp, pallet_id, facility_zone, sorter_model, throughput_rate, load_factor, charge_remaining, cell_temp FROM \"{stream}\"), grid_ranked AS (SELECT *, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS tput_rn, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY load_factor DESC) AS load_rn, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY charge_remaining ASC) AS charge_rn FROM grid), grid_scored AS (SELECT *, (tput_rn + load_rn + charge_rn) AS combined_rank_sum FROM grid_ranked), grid_final AS (SELECT *, RANK() OVER (PARTITION BY facility_zone ORDER BY combined_rank_sum ASC) AS multi_factor_rank FROM grid_scored) SELECT _timestamp, pallet_id, facility_zone, sorter_model, throughput_rate, load_factor, charge_remaining, cell_temp, tput_rn, load_rn, charge_rn, combined_rank_sum, multi_factor_rank FROM grid_final WHERE multi_factor_rank <= 3 ORDER BY facility_zone ASC, multi_factor_rank ASC",
"category": "combined",
"expected": {
"columns": [
"pallet_id",
"facility_zone",
"sorter_model",
"throughput_rate",
"load_factor",
"charge_remaining",
"cell_temp",
"tput_rn",
"load_rn",
"charge_rn",
"combined_rank_sum",
"multi_factor_rank"
],
"results": [
[
"PL-003",
"ZONE-1",
"SORT-M3",
"555.0",
"72.8",
"10.0",
"22.0",
"3",
"2",
"1",
"6",
"1"
],
[
"PL-007",
"ZONE-1",
"SORT-M3",
"840.0",
"33.0",
"33.3",
"40.0",
"1",
"4",
"2",
"7",
"2"
],
[
"PL-003",
"ZONE-1",
"SORT-M3",
"610.0",
"99.0",
"95.0",
"28.9",
"2",
"1",
"4",
"7",
"2"
],
[
"PL-004",
"ZONE-2",
"SORT-Q5",
"725.0",
"12.5",
"5.0",
"32.5",
"1",
"3",
"1",
"5",
"1"
],
[
"PL-004",
"ZONE-2",
"SORT-Q5",
"190.0",
"88.1",
"25.0",
"26.3",
"2",
"1",
"2",
"5",
"1"
],
[
"PL-008",
"ZONE-2",
"SORT-Z9",
"150.0",
"45.3",
"58.0",
"35.7",
"3",
"2",
"3",
"8",
"3"
],
[
"PL-005",
"ZONE-3",
"SORT-X1",
"900.0",
"94.6",
"42.5",
"30.1",
"1",
"2",
"1",
"4",
"1"
],
[
"PL-005",
"ZONE-3",
"SORT-X1",
"610.0",
"99.0",
"95.0",
"28.9",
"2",
"1",
"3",
"6",
"2"
],
[
"PL-001",
"ZONE-3",
"SORT-X1",
"320.0",
"67.9",
"75.3",
"19.2",
"3",
"3",
"2",
"8",
"3"
],
[
"PL-006",
"ZONE-4",
"SORT-A7",
"725.0",
"12.5",
"5.0",
"32.5",
"1",
"4",
"1",
"6",
"1"
],
[
"PL-002",
"ZONE-4",
"SORT-A7",
"190.0",
"88.1",
"25.0",
"26.3",
"3",
"1",
"2",
"6",
"1"
],
[
"PL-006",
"ZONE-4",
"SORT-A7",
"150.0",
"45.3",
"58.0",
"35.7",
"4",
"2",
"3",
"9",
"3"
],
[
"PL-002",
"ZONE-4",
"SORT-A7",
"480.0",
"21.4",
"88.7",
"24.8",
"2",
"3",
"4",
"9",
"3"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 2459000000,
"end_offset": 2623000000
}
},
{
"id": "Q043",
"sql": "SELECT t.facility_zone, t.sorter_model, ROUND(AVG(t.throughput_rate), 2) AS avg_tput, ROUND(AVG(t.load_factor), 2) AS avg_load, ROUND(AVG(t.throughput_rate) - MAX(z.zone_avg_tput), 2) AS tput_vs_zone FROM \"{stream}\" t JOIN (SELECT facility_zone AS zfz, ROUND(AVG(throughput_rate), 2) AS zone_avg_tput FROM \"{stream}\" GROUP BY facility_zone) z ON t.facility_zone = z.zfz WHERE t.throughput_rate IS NOT NULL GROUP BY t.facility_zone, t.sorter_model ORDER BY tput_vs_zone DESC",
"category": "combined",
"expected": {
"columns": [
"facility_zone",
"sorter_model",
"avg_tput",
"avg_load",
"tput_vs_zone"
],
"results": [
[
"ZONE-2",
"SORT-Q5",
"457.5",
"50.3",
"118.75"
],
[
"ZONE-3",
"SORT-X1",
"495.0",
"79.9",
"0.0"
],
[
"ZONE-1",
"SORT-M3",
"581.25",
"68.18",
"0.0"
],
[
"ZONE-4",
"SORT-A7",
"498.33",
"29.7",
"0.0"
],
[
"ZONE-2",
"SORT-Z9",
"220.0",
"50.25",
"-118.75"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 2519000000,
"end_offset": 2683000000
}
},
{
"id": "Q044",
"sql": "WITH temp_summary AS (SELECT facility_zone, COUNT(*) AS readings, ROUND(AVG(cell_temp), 2) AS mean_temp, ROUND(STDDEV(cell_temp), 2) AS std_temp FROM \"{stream}\" WHERE cell_temp IS NOT NULL GROUP BY facility_zone), threshold AS (SELECT facility_zone, mean_temp, std_temp, mean_temp + 2 * std_temp AS upper_bound, mean_temp - 2 * std_temp AS lower_bound FROM temp_summary), anomalies AS (SELECT t._timestamp, t.pallet_id, t.facility_zone, t.sorter_model, t.cell_temp, th.mean_temp, th.std_temp, ROUND((t.cell_temp - th.mean_temp) / NULLIF(th.std_temp, 0), 3) AS zscore FROM \"{stream}\" t JOIN threshold th ON t.facility_zone = th.facility_zone WHERE t.cell_temp > th.upper_bound OR t.cell_temp < th.lower_bound) SELECT *, CASE WHEN zscore > 0 THEN 'SPIKE' ELSE 'DIP' END AS anomaly_type FROM anomalies ORDER BY ABS(zscore) DESC",
"category": "combined",
"expected": {
"columns": [
"pallet_id",
"facility_zone",
"sorter_model",
"cell_temp",
"mean_temp",
"std_temp",
"zscore",
"anomaly_type"
],
"results": [],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 2579000000,
"end_offset": 2743000000
}
},
{
"id": "Q045",
"sql": "WITH mode_perf AS (SELECT facility_zone, operation_mode, COUNT(*) AS ops, ROUND(AVG(throughput_rate), 2) AS avg_tput, ROUND(AVG(load_factor), 2) AS avg_load FROM \"{stream}\" GROUP BY facility_zone, operation_mode), ranked_perf AS (SELECT *, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY avg_tput DESC) AS perf_rank FROM mode_perf), top_perf AS (SELECT * FROM ranked_perf WHERE perf_rank = 1), charge_status AS (SELECT facility_zone, ROUND(AVG(charge_remaining), 2) AS avg_charge, COUNT(*) FILTER (WHERE charge_remaining < 30.0) AS low_charge_count FROM \"{stream}\" GROUP BY facility_zone) SELECT tp.facility_zone, tp.operation_mode AS best_mode, tp.avg_tput, tp.avg_load, cs.avg_charge, cs.low_charge_count, CASE WHEN cs.avg_charge < 40.0 AND tp.avg_tput > 400.0 THEN 'REBALANCE' WHEN cs.avg_charge < 40.0 THEN 'RECHARGE' WHEN tp.avg_tput < 200.0 THEN 'OPTIMIZE' ELSE 'STABLE' END AS action FROM top_perf tp JOIN charge_status cs ON tp.facility_zone = cs.facility_zone ORDER BY tp.avg_tput DESC",
"category": "combined",
"expected": {
"columns": [
"facility_zone",
"best_mode",
"avg_tput",
"avg_load",
"avg_charge",
"low_charge_count",
"action"
],
"results": [
[
"ZONE-1",
"auto",
"900.0",
"94.6",
"49.17",
"1",
"STABLE"
],
[
"ZONE-3",
"manual",
"755.0",
"96.8",
"55.7",
"1",
"STABLE"
],
[
"ZONE-4",
"hybrid",
"437.5",
"28.9",
"54.58",
"1",
"STABLE"
],
[
"ZONE-2",
"auto",
"335.0",
"54.75",
"57.23",
"1",
"STABLE"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 2639000000,
"end_offset": 2803000000
}
},
{
"id": "Q159",
"sql": "SELECT COUNT(_timestamp) as cnt, (CASE WHEN (json_get_str(json_get_json(request_payload, 'message'), 'endpoint') = 'searchItems' OR json_get_str(json_get_json(request_payload, 'message'), 'endpoint') = 'createItem' OR json_get_str(json_get_json(request_payload, 'message'), 'endpoint') = 'deleteItem') THEN NULL ELSE json_get_str(json_get_json(request_payload, 'message'), 'endpoint') END) as service FROM \"{stream}\" WHERE match_all('warehouse event record') GROUP BY service HAVING service IS NOT NULL",
"category": "combined",
"expected": {
"columns": [
"cnt",
"service"
],
"results": [
[
"1",
"scanPallet"
],
[
"2",
"updateBatch"
],
[
"2",
"syncZone"
],
[
"2",
"retryScan"
],
[
"1",
"mergeBatch"
],
[
"1",
"archiveLog"
],
[
"2",
"checkThreshold"
],
[
"2",
"deleteRecord"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 9479000000,
"end_offset": 9643000000
}
},
{
"id": "Q161",
"sql": "SELECT spath(unnest(flatten(cast_to_arr(phase_data))), 'name') as phasename, count(_timestamp) as count_s, spath(unnest(flatten(cast_to_arr(phase_data))), 'startTime') as starttime FROM \"{stream}\" WHERE sorter_model = 'SORT-X1' GROUP BY phasename, starttime",
"category": "combined",
"expected": {
"columns": [
"phasename",
"count_s",
"starttime"
],
"note": "Array flattening with spath, unnest, flatten, cast_to_arr \u2014 OO-specific, skip_sqllogictest"
},
"time_offset": {
"start_offset": 9599000000,
"end_offset": 9763000000
}
},
{
"id": "Q170",
"sql": "SELECT COALESCE(graphql_operation, 'N/A') AS graphql_operation FROM \"{stream}\" WHERE page_slug = 'itemPage' AND lower(graphql_operation) IN ('updateitems', 'placeorder', 'verifypayment', 'updatecart') AND status_code = '200' AND ( array_has(cast_to_arr(risk_rules_list), 'rate_limit_exceeded') OR array_has(cast_to_arr(risk_rules_list), 'credential_stuffing') OR array_has(cast_to_arr(risk_rules_list), 'session_hijack') ) AND (info_tag IS NULL OR info_tag NOT LIKE '%Allowlisted%') LIMIT 5",
"category": "combined",
"time_offset": {
"start_offset": 10139000000,
"end_offset": 10303000000
},
"expected": {
"skip_sqllogictest": true,
"columns": [
"graphql_operation"
],
"note": "array_has + cast_to_arr + COALESCE + lower() IN \u2014 OO-specific array functions, skip_sqllogictest"
}
},
{
"id": "Q171",
"sql": "SELECT page_slug,\n attack_name,\n COALESCE(info_tag, 'N/A') AS info_tag,\n geo_country,\n geo_user_type,\n device_type,\n os_platform,\n datacenter,\n COUNT(*) AS blockcount\nFROM \"{stream}\"\nWHERE (user_agent_str LIKE '%Chrome%' OR os_platform LIKE '%Android%')\n AND issue_type != 'N/A'\nGROUP BY page_slug, attack_name, info_tag, geo_country, geo_user_type, device_type, os_platform, datacenter\nHAVING COUNT(*) > 1\nORDER BY blockcount DESC",
"category": "combined",
"time_offset": {
"start_offset": 10199000000,
"end_offset": 10363000000
},
"expected": {
"columns": [
"page_slug",
"attack_name",
"info_tag",
"geo_country",
"geo_user_type",
"device_type",
"os_platform",
"datacenter",
"blockcount"
],
"results": [
[
"itemPage",
"File Inclusion",
"N/A",
"UK",
"business",
"Mobile",
"Android 14",
"dc-east",
"2"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q180",
"sql": "SELECT facility_zone,\n COUNT(*) AS cnt,\n AVG(throughput_rate) AS avg_throughput,\n SUM(CASE WHEN operation_mode = 'auto' THEN 1 ELSE 0 END) AS auto_count,\n SUM(CASE WHEN operation_mode = 'manual' THEN 1 ELSE 0 END) AS manual_count\nFROM \"{stream}\"\nWHERE match_all('warehouse')\n AND load_factor > 10.0\n AND facility_zone IN ('ZONE-1', 'ZONE-2', 'ZONE-3')\n AND throughput_rate >= 100.0\nGROUP BY facility_zone\nHAVING COUNT(*) >= 1\n AND AVG(throughput_rate) > 150.0\nORDER BY cnt DESC",
"category": "combined",
"time_offset": {
"start_offset": 10739000000,
"end_offset": 10903000000
},
"expected": {
"columns": [
"facility_zone",
"cnt",
"avg_throughput",
"auto_count",
"manual_count"
],
"results": [
[
"ZONE-3",
"4",
"653.75",
"0",
"2"
],
[
"ZONE-2",
"4",
"421.25",
"2",
"2"
],
[
"ZONE-1",
"3",
"668.3333333333334",
"2",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q181",
"sql": "SELECT api_name,\n json_get_str(json_get_json(request_payload, 'message'), 'status') AS req_status,\n COUNT(*) AS cnt,\n AVG(latency_ms) AS avg_latency\nFROM \"{stream}\"\nWHERE json_get_str(json_get_json(request_payload, 'message'), 'status') IS NOT NULL\n AND json_get_str(json_get_json(request_payload, 'message'), 'status') != ''\n AND latency_ms > 0\nGROUP BY api_name, json_get_str(json_get_json(request_payload, 'message'), 'status')\nHAVING COUNT(*) >= 1\nORDER BY cnt DESC\nLIMIT 15",
"category": "combined",
"time_offset": {
"start_offset": 10799000000,
"end_offset": 10963000000
},
"expected": {
"columns": [
"api_name",
"req_status",
"cnt",
"avg_latency"
],
"results": [
[
"SyncZone",
"retrying",
"2",
"12.0"
],
[
"CheckThreshold",
"ok",
"2",
"78.0"
],
[
"RetryScan",
"ok",
"2",
"15.0"
],
[
"ScanPallet",
"failed",
"2",
"89.0"
],
[
"MergeBatch",
"queued",
"2",
"3200.0"
],
[
"SearchItems",
"syncing",
"1",
"45.0"
],
[
"DeleteRecord",
"pending",
"1",
"1450.0"
],
[
"RerouteTrack",
"ok",
"1",
"567.0"
],
[
"ArchiveLog",
"warning",
"1",
"1900.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q182",
"sql": "SELECT facility_zone,\n UPPER(operation_mode) AS op_mode,\n COUNT(*) AS cnt,\n AVG(load_factor) AS avg_load,\n MAX(cell_temp) AS max_temp,\n SUM(throughput_rate) AS total_throughput,\n AVG(latency_ms) AS avg_latency,\n (MAX(_timestamp) - MIN(_timestamp)) / 1000000 AS span_seconds\nFROM \"{stream}\"\nWHERE (operation_mode = 'auto' OR operation_mode = 'hybrid')\n AND load_factor > 20.0\nGROUP BY facility_zone, UPPER(operation_mode)\nHAVING COUNT(*) >= 1\nORDER BY span_seconds DESC, cnt DESC",
"category": "combined",
"time_offset": {
"start_offset": 10859000000,
"end_offset": 11023000000
},
"expected": {
"columns": [
"facility_zone",
"op_mode",
"cnt",
"avg_load",
"max_temp",
"total_throughput",
"avg_latency",
"span_seconds"
],
"results": [
[
"ZONE-1",
"AUTO",
"2",
"85.9",
"28.9",
"1165.0",
"1715.0",
"114.0"
],
[
"ZONE-4",
"HYBRID",
"2",
"54.75",
"26.3",
"670.0",
"61.5",
"84.0"
],
[
"ZONE-3",
"HYBRID",
"2",
"96.8",
"30.1",
"1510.0",
"1065.0",
"84.0"
],
[
"ZONE-2",
"AUTO",
"1",
"45.3",
"35.7",
"150.0",
"15.0",
"0.0"
],
[
"ZONE-4",
"AUTO",
"1",
"45.3",
"35.7",
"150.0",
"15.0",
"0.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q183",
"sql": "SELECT\n CASE\n WHEN load_factor >= 70.0 THEN 'HIGH_LOAD'\n WHEN load_factor >= 40.0 THEN 'MED_LOAD'\n ELSE 'LOW_LOAD'\n END AS load_category,\n CASE\n WHEN throughput_rate >= 500.0 THEN 'HIGH_TPUT'\n WHEN throughput_rate >= 200.0 THEN 'MED_TPUT'\n ELSE 'LOW_TPUT'\n END AS throughput_category,\n COUNT(*) AS cnt,\n AVG(cell_temp) AS avg_temp,\n SUM(item_count) AS total_items,\n MAX(defect_limit) AS max_defect\nFROM \"{stream}\"\nWHERE facility_zone LIKE 'ZONE-%'\nGROUP BY\n CASE\n WHEN load_factor >= 70.0 THEN 'HIGH_LOAD'\n WHEN load_factor >= 40.0 THEN 'MED_LOAD'\n ELSE 'LOW_LOAD'\n END,\n CASE\n WHEN throughput_rate >= 500.0 THEN 'HIGH_TPUT'\n WHEN throughput_rate >= 200.0 THEN 'MED_TPUT'\n ELSE 'LOW_TPUT'\n END\nHAVING COUNT(*) >= 1\nORDER BY cnt DESC",
"category": "combined",
"time_offset": {
"start_offset": 10919000000,
"end_offset": 11083000000
},
"expected": {
"columns": [
"load_category",
"throughput_category",
"cnt",
"avg_temp",
"total_items",
"max_defect"
],
"results": [
[
"HIGH_LOAD",
"HIGH_TPUT",
"4",
"25.45",
"520",
"3.5"
],
[
"MED_LOAD",
"MED_TPUT",
"4",
"18.85",
"1060",
"2.8"
],
[
"LOW_LOAD",
"HIGH_TPUT",
"3",
"35.0",
"1050",
"1.2"
],
[
"MED_LOAD",
"LOW_TPUT",
"1",
"35.7",
"155",
"1.5"
],
[
"HIGH_LOAD",
"LOW_TPUT",
"1",
"26.3",
"340",
"0.5"
],
[
"LOW_LOAD",
"MED_TPUT",
"1",
"24.8",
"275",
"2.5"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q251",
"sql": "SELECT CASE WHEN page_slug = 'itemPage' AND (action_category = 'navigation' AND action_subcategory = 'clickEvent') THEN 'item_click' WHEN page_slug = 'cartPage' AND (action_category = 'interaction' AND response_code = 200) THEN 'cart_success' WHEN page_slug = 'itemPage' AND (action_category = 'performanceMetric' AND error_code IN ('E001', 'E003')) THEN 'item_error' ELSE 'other' END AS event_class, COUNT(*) AS cnt FROM \"{stream}\" GROUP BY event_class",
"category": "combined",
"time_offset": {
"start_offset": 14999000000,
"end_offset": 15073000000
},
"expected": {
"columns": [
"event_class",
"cnt"
],
"results": [
[
"other",
"7"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q252",
"sql": "SELECT page_slug, COUNT(*) AS total, COUNT(CASE WHEN response_code >= 400 THEN 1 END) AS error_count, COUNT(CASE WHEN latency_ms > 500 THEN 1 END) AS slow_count FROM \"{stream}\" GROUP BY page_slug HAVING COUNT(CASE WHEN response_code >= 400 THEN 1 END) >= 1 OR COUNT(CASE WHEN latency_ms > 500 THEN 1 END) >= 1",
"category": "combined",
"time_offset": {
"start_offset": 15059000000,
"end_offset": 15133000000
},
"expected": {
"columns": [
"page_slug",
"total",
"error_count",
"slow_count"
],
"results": [
[
"itemPage",
"3",
"1",
"2"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q253",
"sql": "SELECT os_platform, action_category, COUNT(*) AS total, (100.0 * COUNT(CASE WHEN response_code >= 400 THEN 1 END) / COUNT(*)) AS error_pct FROM \"{stream}\" WHERE os_platform IN ('Android 14', 'iOS 17.4', 'Windows 11') GROUP BY os_platform, action_category HAVING COUNT(CASE WHEN response_code >= 400 THEN 1 END) > 0",
"category": "combined",
"time_offset": {
"start_offset": 15119000000,
"end_offset": 15193000000
},
"expected": {
"columns": [
"os_platform",
"action_category",
"total",
"error_pct"
],
"results": [
[
"Windows 11",
"performanceMetric",
"2",
"100.0"
],
[
"Android 14",
"navigation",
"1",
"100.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q254",
"sql": "SELECT coalesce(page_url, concat(page_slug, '-fallback')) AS page_label, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM \"{stream}\" GROUP BY page_label ORDER BY cnt DESC",
"category": "combined",
"time_offset": {
"start_offset": 15179000000,
"end_offset": 15253000000
},
"expected": {
"columns": [
"page_label",
"cnt",
"users"
],
"results": [
[
"https://shop.example.com/item/1003",
"2",
"1"
],
[
"https://shop.example.com/item/1004",
"2",
"1"
],
[
"itemPage-fallback",
"2",
"2"
],
[
"https://shop.example.com/search?q=test",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q255",
"sql": "SELECT (CASE WHEN char_length(exception_message) > 20 THEN substring(exception_message, 1, 20) || '...' ELSE exception_message END) AS short_error, error_code, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND error_code NOT IN ('E002', 'E004') AND exception_message IS NOT NULL GROUP BY short_error, error_code ORDER BY cnt DESC",
"category": "combined",
"time_offset": {
"start_offset": 15239000000,
"end_offset": 15313000000
},
"expected": {
"columns": [
"short_error",
"error_code",
"cnt",
"users"
],
"results": [
[
"OverflowException: t...",
"E009",
"2",
"1"
],
[
"NetworkException: co...",
"E006",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q256",
"sql": "SELECT component_name, page_slug, COUNT(*) AS cnt, AVG(CAST(latency_ms AS FLOAT)) AS avg_latency, MAX(latency_ms) AS max_latency FROM \"{stream}\" WHERE latency_ms > 0 GROUP BY component_name, page_slug HAVING COUNT(*) >= 1 AND AVG(CAST(latency_ms AS FLOAT)) > 0",
"category": "combined",
"time_offset": {
"start_offset": 15299000000,
"end_offset": 15373000000
},
"expected": {
"columns": [
"component_name",
"page_slug",
"cnt",
"avg_latency",
"max_latency"
],
"results": [
[
"conveyor-driver",
"searchPage",
"2",
"15.0",
"15"
],
[
"sorter-engine",
"itemPage",
"1",
"1900.0",
"1900"
],
[
"scan-hub",
"itemPage",
"2",
"45.0",
"45"
],
[
"track-router",
"searchPage",
"1",
"230.0",
"230"
],
[
"zone-controller",
"itemPage",
"1",
"12.0",
"12"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q257",
"sql": "SELECT (CASE WHEN page_slug IN ('itemPage', 'searchPage') AND action_category = 'navigation' THEN 'browse' WHEN page_slug IN ('cartPage', 'checkoutPage') AND action_category = 'interaction' THEN 'purchase' WHEN action_category = 'performanceMetric' AND error_code NOT IN ('E001', 'E002') THEN 'monitoring' ELSE 'other' END) AS session_type, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM \"{stream}\" GROUP BY session_type",
"category": "combined",
"time_offset": {
"start_offset": 15359000000,
"end_offset": 15433000000
},
"expected": {
"columns": [
"session_type",
"cnt",
"users"
],
"results": [
[
"monitoring",
"6",
"2"
],
[
"browse",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q258",
"sql": "SELECT error_code, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND exception_message LIKE '%Exception%' GROUP BY error_code HAVING COUNT(*) >= 1 AND COUNT(DISTINCT visitor_session_id) >= 1",
"category": "combined",
"time_offset": {
"start_offset": 15419000000,
"end_offset": 15493000000
},
"expected": {
"columns": [
"error_code",
"cnt",
"users"
],
"results": [
[
"E009",
"1",
"1"
],
[
"E006",
"2",
"1"
],
[
"E005",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q259",
"sql": "SELECT (CASE WHEN os_platform LIKE '%Android%' THEN 'Android' WHEN os_platform LIKE '%iOS%' OR os_platform LIKE '%iPhone%' THEN 'iOS' ELSE 'Other' END) AS platform, page_slug, action_category, COUNT(*) AS cnt FROM \"{stream}\" WHERE org_name = 'warehouse-east' GROUP BY platform, page_slug, action_category HAVING COUNT(*) > 0 ORDER BY cnt DESC",
"category": "combined",
"time_offset": {
"start_offset": 15479000000,
"end_offset": 15553000000
},
"expected": {
"columns": [
"platform",
"page_slug",
"action_category",
"cnt"
],
"results": [
[
"Android",
"itemPage",
"performanceMetric",
"2"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q260",
"sql": "SELECT coalesce(device_type, 'unknown') AS device, COUNT(*) AS total, COUNT(CASE WHEN response_code >= 400 THEN 1 END) AS errors, AVG(CAST(latency_ms AS FLOAT)) AS avg_latency FROM \"{stream}\" WHERE latency_ms > 0 GROUP BY device HAVING AVG(CAST(latency_ms AS FLOAT)) > 100 OR COUNT(CASE WHEN response_code >= 400 THEN 1 END) > 2",
"category": "combined",
"time_offset": {
"start_offset": 15539000000,
"end_offset": 15613000000
},
"expected": {
"columns": [
"device",
"total",
"errors",
"avg_latency"
],
"results": [
[
"Mobile",
"4",
"4",
"747.5"
],
[
"Computer",
"1",
"1",
"230.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q261",
"sql": "SELECT (CASE WHEN latency_ms < 100 THEN 'fast' WHEN latency_ms < 500 THEN 'medium' WHEN latency_ms < 1000 THEN 'slow' ELSE 'timeout' END) AS response_class, (CASE WHEN response_code = 200 THEN 'success' WHEN response_code >= 400 THEN 'error' ELSE 'other' END) AS status_class, COUNT(*) AS cnt FROM \"{stream}\" WHERE latency_ms > 0 GROUP BY response_class, status_class ORDER BY cnt DESC",
"category": "combined",
"time_offset": {
"start_offset": 15599000000,
"end_offset": 15673000000
},
"expected": {
"columns": [
"response_class",
"status_class",
"cnt"
],
"results": [
[
"timeout",
"success",
"2"
],
[
"fast",
"error",
"2"
],
[
"slow",
"error",
"1"
],
[
"fast",
"success",
"1"
],
[
"timeout",
"error",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q262",
"sql": "SELECT action_subcategory, COUNT(*) AS cnt FROM \"{stream}\" WHERE action_category NOT IN ('interaction', 'navigation') AND error_code NOT IN ('E003', 'E005') AND exception_message NOT LIKE '%NonexistentPattern%' GROUP BY action_subcategory HAVING COUNT(*) >= 1",
"category": "combined",
"time_offset": {
"start_offset": 15659000000,
"end_offset": 15733000000
},
"expected": {
"columns": [
"action_subcategory",
"cnt"
],
"results": [
[
"clickEvent",
"1"
],
[
"vitalsInp",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q263",
"sql": "SELECT coalesce(component_name, 'unknown_component') AS comp, coalesce(error_code, 'no_error') AS err, COUNT(*) AS cnt, (CASE WHEN COUNT(*) > 3 THEN 'high' WHEN COUNT(*) > 1 THEN 'medium' ELSE 'low' END) AS severity FROM \"{stream}\" WHERE action_category = 'performanceMetric' GROUP BY comp, err ORDER BY cnt DESC",
"category": "combined",
"time_offset": {
"start_offset": 15719000000,
"end_offset": 15793000000
},
"expected": {
"columns": [
"comp",
"err",
"cnt",
"severity"
],
"results": [
[
"zone-controller",
"E001",
"2",
"medium"
],
[
"track-router",
"E003",
"2",
"medium"
],
[
"batch-sync",
"E004",
"1",
"low"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q264",
"sql": "SELECT page_slug, COUNT(*) AS total, COUNT(CASE WHEN exception_message LIKE '%Exception%' THEN 1 END) AS exceptions, (100.0 * COUNT(CASE WHEN exception_message LIKE '%Exception%' THEN 1 END) / COUNT(*)) AS exception_rate FROM \"{stream}\" GROUP BY page_slug HAVING (100.0 * COUNT(CASE WHEN exception_message LIKE '%Exception%' THEN 1 END) / COUNT(*)) > 20",
"category": "combined",
"time_offset": {
"start_offset": 15779000000,
"end_offset": 15853000000
},
"expected": {
"columns": [
"page_slug",
"total",
"exceptions",
"exception_rate"
],
"results": [
[
"cartPage",
"2",
"2",
"100.0"
],
[
"checkoutPage",
"2",
"2",
"100.0"
],
[
"searchPage",
"1",
"1",
"100.0"
],
[
"itemPage",
"2",
"2",
"100.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q265",
"sql": "SELECT coalesce(tag_a, 'unknown') AS env, (CASE WHEN build_version IN ('v1.0.0', 'v1.1.2') THEN 'legacy' WHEN build_version IN ('v2.0.0', 'v2.1.3', 'v2.2.0') THEN 'current' ELSE 'other' END) AS version_class, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users FROM \"{stream}\" GROUP BY env, version_class ORDER BY env, version_class",
"category": "combined",
"time_offset": {
"start_offset": 15839000000,
"end_offset": 15913000000
},
"expected": {
"columns": [
"env",
"version_class",
"cnt",
"users"
],
"results": [
[
"dev",
"other",
"3",
"2"
],
[
"prod",
"legacy",
"1",
"1"
],
[
"prod",
"other",
"2",
"1"
],
[
"staging",
"other",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q266",
"sql": "SELECT (CASE WHEN os_platform LIKE '%Android%' THEN 'android' WHEN os_platform LIKE '%iOS%' OR os_platform LIKE '%iPhone%' OR os_platform LIKE '%Mac%' THEN 'ios' ELSE 'other' END) AS platform_family, (CASE WHEN device_type IN ('Mobile', 'Tablet') THEN 'mobile' WHEN device_type = 'Computer' THEN 'desktop' ELSE 'unknown' END) AS device_family, COUNT(*) AS cnt FROM \"{stream}\" GROUP BY platform_family, device_family HAVING COUNT(*) > 2",
"category": "combined",
"time_offset": {
"start_offset": 15899000000,
"end_offset": 15973000000
},
"expected": {
"columns": [
"platform_family",
"device_family",
"cnt"
],
"results": [
[
"ios",
"desktop",
"3"
],
[
"android",
"mobile",
"3"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q267",
"sql": "SELECT record_type, action_category, COUNT(*) AS cnt FROM \"{stream}\" WHERE (page_slug = 'itemPage' AND action_category IN ('navigation', 'performanceMetric')) OR (page_slug = 'cartPage' AND action_category IN ('interaction', 'navigation')) OR (page_slug = 'checkoutPage' AND response_code >= 400) GROUP BY record_type, action_category ORDER BY cnt DESC",
"category": "combined",
"time_offset": {
"start_offset": 15959000000,
"end_offset": 16033000000
},
"expected": {
"columns": [
"record_type",
"action_category",
"cnt"
],
"results": [
[
"scan",
"performanceMetric",
"2"
],
[
"track",
"navigation",
"1"
],
[
"sort",
"performanceMetric",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q268",
"sql": "SELECT org_name, COUNT(*) AS total, COUNT(CASE WHEN response_code = 200 THEN 1 END) AS successes, (100.0 * COUNT(CASE WHEN response_code = 200 THEN 1 END) / NULLIF(COUNT(*), 0)) AS success_rate FROM \"{stream}\" WHERE action_category = 'performanceMetric' GROUP BY org_name ORDER BY success_rate DESC",
"category": "combined",
"time_offset": {
"start_offset": 16019000000,
"end_offset": 16093000000
},
"expected": {
"columns": [
"org_name",
"total",
"successes",
"success_rate"
],
"results": [
[
"warehouse-east",
"1",
"0",
"0.0"
],
[
"warehouse-west",
"1",
"0",
"0.0"
],
[
"warehouse-north",
"2",
"0",
"0.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q269",
"sql": "SELECT page_slug, 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 page_slug HAVING MAX(latency_ms) - MIN(latency_ms) > 200 AND COUNT(*) >= 2",
"category": "combined",
"time_offset": {
"start_offset": 16079000000,
"end_offset": 16153000000
},
"expected": {
"columns": [
"page_slug",
"min_lat",
"max_lat",
"avg_lat",
"cnt"
],
"results": [
[
"itemPage",
"12",
"1900",
"773.8",
"5"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q270",
"sql": "SELECT action_category, page_slug, COUNT(*) AS cnt, COUNT(DISTINCT visitor_session_id) AS users, COUNT(DISTINCT component_name) AS unique_components FROM \"{stream}\" WHERE org_name = 'warehouse-east' AND build_version IS NOT NULL AND action_category IN ('performanceMetric', 'navigation', 'interaction') AND page_slug IN ('itemPage', 'cartPage', 'checkoutPage') GROUP BY action_category, page_slug ORDER BY cnt DESC",
"category": "combined",
"time_offset": {
"start_offset": 16139000000,
"end_offset": 16213000000
},
"expected": {
"columns": [
"action_category",
"page_slug",
"cnt",
"users",
"unique_components"
],
"results": [
[
"performanceMetric",
"cartPage",
"2",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q428",
"sql": "SELECT action_category, COUNT(*) AS total, COUNT(CASE WHEN response_code >= 400 THEN 1 END) AS errors, ROUND(100.0 * COUNT(CASE WHEN response_code >= 400 THEN 1 END) / NULLIF(COUNT(*), 0), 1) AS error_rate FROM \"{stream}\" WHERE action_category IS NOT NULL GROUP BY action_category HAVING COUNT(CASE WHEN response_code >= 400 THEN 1 END) > 0 ORDER BY error_rate DESC",
"category": "combined",
"time_offset": {
"start_offset": 25619000000,
"end_offset": 25693000000
},
"expected": {
"columns": [
"action_category",
"total",
"errors",
"error_rate"
],
"results": [
[
"performanceMetric",
"4",
"3",
"75.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q429",
"sql": "SELECT page_slug, COUNT(*) AS cnt, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat, MAX(CAST(latency_ms AS FLOAT)) AS max_lat FROM \"{stream}\" WHERE latency_ms > 0 AND page_slug IS NOT NULL GROUP BY page_slug HAVING AVG(CAST(latency_ms AS FLOAT)) > 100 AND COUNT(*) >= 2 ORDER BY avg_lat DESC, page_slug ASC",
"category": "combined",
"time_offset": {
"start_offset": 25679000000,
"end_offset": 25753000000
},
"expected": {
"columns": [
"page_slug",
"cnt",
"avg_lat",
"max_lat"
],
"results": [
[
"itemPage",
"5",
"773.8",
"1900.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q430",
"sql": "SELECT _timestamp, action_category, page_slug, error_code, exception_message FROM \"{stream}\" WHERE (action_category = 'performanceMetric' AND error_code IS NOT NULL) OR (action_category = 'interaction' AND exception_message LIKE '%Exception%') ORDER BY action_category, _timestamp ASC LIMIT 15",
"category": "combined",
"time_offset": {
"start_offset": 25739000000,
"end_offset": 25813000000
},
"expected": {
"columns": [
"action_category",
"page_slug",
"error_code",
"exception_message"
],
"results": [
[
"performanceMetric",
"itemPage",
"E001",
"TimeoutException: lane LANE-A did not respond within 5000ms"
],
[
"performanceMetric",
"searchPage",
"E003",
"ResourceExhaustedException: sorter_model SORT-M3 queue full"
],
[
"performanceMetric",
"cartPage",
"E004",
"SecurityException: unauthorized access to control_center CC-ALPHA"
],
[
"performanceMetric",
"cartPage",
"E004",
"SecurityException: unauthorized access to control_center CC-ALPHA"
],
[
"performanceMetric",
"itemPage",
"E005",
"ConfigurationException: missing facility_zone ZONE-3 override"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q431",
"sql": "SELECT org_name, action_category, COUNT(*) AS total, COUNT(DISTINCT visitor_session_id) AS unique_users, COUNT(DISTINCT component_name) AS unique_components, COUNT(DISTINCT page_slug) AS unique_pages FROM \"{stream}\" WHERE org_name IS NOT NULL GROUP BY org_name, action_category ORDER BY total DESC, org_name ASC, action_category ASC",
"category": "combined",
"time_offset": {
"start_offset": 25799000000,
"end_offset": 25873000000
},
"expected": {
"columns": [
"org_name",
"action_category",
"total",
"unique_users",
"unique_components",
"unique_pages"
],
"results": [
[
"warehouse-south",
"interaction",
"2",
"1",
"1",
"1"
],
[
"warehouse-west",
"performanceMetric",
"2",
"1",
"1",
"1"
],
[
"warehouse-central",
"navigation",
"1",
"1",
"1",
"1"
],
[
"warehouse-east",
"performanceMetric",
"1",
"1",
"1",
"1"
],
[
"warehouse-north",
"performanceMetric",
"1",
"1",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q432",
"sql": "SELECT _timestamp, (CASE WHEN latency_ms < 100 THEN 'fast' WHEN latency_ms < 500 THEN 'medium' ELSE 'slow' END) AS speed, component_name, page_slug FROM \"{stream}\" WHERE (CASE WHEN latency_ms < 100 THEN 'fast' WHEN latency_ms < 500 THEN 'medium' ELSE 'slow' END) IN ('slow', 'medium') AND component_name IS NOT NULL ORDER BY latency_ms DESC, _timestamp ASC LIMIT 12",
"category": "combined",
"time_offset": {
"start_offset": 25859000000,
"end_offset": 25933000000
},
"expected": {
"columns": [
"speed",
"component_name",
"page_slug"
],
"results": [
[
"slow",
"temp-regulator",
"itemPage"
],
[
"slow",
"sorter-engine",
"itemPage"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q433",
"sql": "SELECT org_name, COUNT(*) AS cnt, MIN(CAST(latency_ms AS FLOAT)) AS min_lat, MAX(CAST(latency_ms AS FLOAT)) AS max_lat, ROUND(STDDEV(CAST(latency_ms AS FLOAT)), 2) AS stddev_lat FROM \"{stream}\" WHERE latency_ms > 0 AND org_name IS NOT NULL GROUP BY org_name HAVING COUNT(*) >= 1 AND MAX(CAST(latency_ms AS FLOAT)) > 0 ORDER BY stddev_lat DESC NULLS LAST, org_name ASC",
"category": "combined",
"time_offset": {
"start_offset": 25919000000,
"end_offset": 25993000000
},
"expected": {
"columns": [
"org_name",
"cnt",
"min_lat",
"max_lat",
"stddev_lat"
],
"results": [
[
"warehouse-central",
"2",
"230.0",
"230.0",
"0.0"
],
[
"warehouse-north",
"2",
"12.0",
"12.0",
"0.0"
],
[
"warehouse-east",
"1",
"1450.0",
"1450.0",
"None"
],
[
"warehouse-south",
"1",
"45.0",
"45.0",
"None"
],
[
"warehouse-west",
"1",
"15.0",
"15.0",
"None"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q434",
"sql": "SELECT _timestamp, pallet_id, throughput_rate FROM \"{stream}\" WHERE throughput_rate > (SELECT AVG(CAST(throughput_rate AS FLOAT)) FROM \"{stream}\" WHERE action_category = 'performanceMetric') AND action_category = 'performanceMetric' ORDER BY throughput_rate DESC, pallet_id ASC LIMIT 10",
"category": "combined",
"time_offset": {
"start_offset": 25979000000,
"end_offset": 26053000000
},
"expected": {
"columns": [
"pallet_id",
"throughput_rate"
],
"results": [
[
"PL-005",
"840.0"
],
[
"PL-002",
"725.0"
],
[
"PL-004",
"725.0"
],
[
"PL-003",
"610.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q435",
"sql": "SELECT COALESCE(page_url, resource_path, 'unknown') AS url_source, COUNT(*) AS cnt, ROUND(AVG(CAST(latency_ms AS FLOAT)), 1) AS avg_lat FROM \"{stream}\" WHERE latency_ms > 0 GROUP BY COALESCE(page_url, resource_path, 'unknown') HAVING COUNT(*) > 1 ORDER BY cnt DESC, url_source ASC",
"category": "combined",
"time_offset": {
"start_offset": 26039000000,
"end_offset": 26113000000
},
"expected": {
"columns": [
"url_source",
"cnt",
"avg_lat"
],
"results": [
[
"unknown",
"4",
"2550.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q436",
"sql": "SELECT action_category, COUNT(*) AS cnt FROM \"{stream}\" WHERE action_category IS NOT NULL GROUP BY action_category ORDER BY (CASE WHEN action_category = 'performanceMetric' THEN 1 WHEN action_category = 'navigation' THEN 2 WHEN action_category = 'interaction' THEN 3 ELSE 4 END) ASC",
"category": "combined",
"time_offset": {
"start_offset": 26099000000,
"end_offset": 26173000000
},
"expected": {
"columns": [
"action_category",
"cnt"
],
"results": [
[
"performanceMetric",
"3"
],
[
"navigation",
"2"
],
[
"interaction",
"2"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q437",
"sql": "SELECT action_subcategory, COUNT(*) AS total, COUNT(CASE WHEN response_code = 200 THEN 1 END) AS ok, COUNT(CASE WHEN response_code >= 500 THEN 1 END) AS server_err, COUNT(CASE WHEN error_code IS NOT NULL THEN 1 END) AS has_error_code FROM \"{stream}\" WHERE action_subcategory IS NOT NULL GROUP BY action_subcategory ORDER BY total DESC, action_subcategory ASC",
"category": "combined",
"time_offset": {
"start_offset": 26159000000,
"end_offset": 26233000000
},
"expected": {
"columns": [
"action_subcategory",
"total",
"ok",
"server_err",
"has_error_code"
],
"results": [
[
"pageView",
"2",
"0",
"0",
"2"
],
[
"vitalsInp",
"2",
"0",
"2",
"2"
],
[
"vitalsLcp",
"2",
"0",
"0",
"2"
],
[
"vitalsCls",
"1",
"0",
"1",
"1"
]
],
"results_mode": "rowsort"
}
}
],
"last_query_id": 356
}
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