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openobserve/tests/test-data/query-agent/queries/window.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": "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-X1",
"900.0",
"1",
"1"
],
[
"SORT-X1",
"610.0",
"2",
"2"
],
[
"SORT-X1",
"555.0",
"3",
"3"
],
[
"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-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-4",
"88.1",
"1",
"1"
],
[
"ZONE-4",
"55.2",
"2",
"2"
],
[
"ZONE-4",
"45.3",
"3",
"3"
],
[
"ZONE-4",
"21.4",
"4",
"4"
],
[
"ZONE-2",
"88.1",
"1",
"1"
],
[
"ZONE-2",
"55.2",
"2",
"2"
],
[
"ZONE-2",
"12.5",
"3",
"3"
],
[
"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
}
},
{
"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": [
[
"E001",
"2",
"1"
],
[
"E009",
"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"
}
}
],
"last_query_id": 155
}
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