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openobserve/tests/test-data/query-agent/queries/window.json
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Neha PandClaude Opus 4.7 8a4f7ea23b test(query-agent): add 70 match_all sentinel queries for FST rewrite path coverage (#13824) 
## Summary

Adds Q1003–Q1072 (70 queries) to
`tests/test-data/query-agent/queries/full_text_search.json`. All
exercise the `match_all` + FST projection rewrite path fixed in #13808,
under diverse plan shapes.

Structural patterns mirror real production customer queries (fan-out
UNION ALL, multi-CTE, CSE-triggering scalar wrappers on the FTS field)
but use **only test-fixture fields and values** — no customer
identifiers.

## Shape coverage

| Family | Range | Count | What it exercises |
|---|---|---|---|
| A. Subquery + `match_all` + GROUP BY | Q1003–Q1012 | 10 | Simple
inline-view aggregations |
| B. CTE with fan-out UNION ALL, `match_all` per branch | Q1013–Q1027 |
15 | Dominant customer pattern (multi-branch UNION + per-branch FTS +
LIKE/regex + outer aggregate) |
| C. CTE + scalar wrapper on `log`
(trim/upper/split_part/regexp_replace/substring/concat/length) +
`match_all` | Q1028–Q1037 | 10 | **CSE-trigger sentinels** — the
wrappers cause DataFusion CSE to insert the intermediate
`ProjectionExec` that #13808 fixes |
| D. Deep multi-CTE + `match_all` + regex/LIKE/CASE combos | Q1038–Q1047
| 10 | Deep plan trees, many projection candidates |
| E. Edge cases (DISTINCT, HAVING, CASE, IN-list) | Q1048–Q1052 | 5 |
Corner combinations |
| F. `match_all` inside JOINs (self-join, LEFT JOIN, cross-stream) |
Q1053–Q1058 | 6 | JOIN builders inject their own projections |
| G. `match_all` + window functions (ROW_NUMBER, RANK, DENSE_RANK,
SUM/COUNT OVER) | Q1059–Q1063 | 5 | Window planning inserts projections
above filter |
| H. Negated `match_all` (NOT, AND NOT, UNION of pos/neg) | Q1064–Q1066
| 3 | Rewriter's negation code path |
| I. Multiple `match_all` in same query (AND, OR, nested) | Q1067–Q1069
| 3 | Two FST fields injected simultaneously |
| J. `histogram` + `match_all` time-series | Q1070–Q1072 | 3 | Common
customer pattern; histogram optimizer + FST rewriter together |

## Verification

- All 70 queries have DuckDB oracle results auto-populated via
`compute_counts.py`.
- Two initial cross-stream JOIN queries (Q1055, Q1058) were rewritten to
disambiguate the FTS field between streams — now they scope `match_all`
inside a per-stream CTE before joining.
- Audit for customer-token leakage (pharma, tomcat, o2_test, usgm,
storenumber, tagname, cash, credit_card, etc.) returns **zero hits**
across Q1003–Q1072.

## Implementation notes

- Added generator script
[tests/test-data/query-agent/gen_q1003_q1052.py](tests/test-data/query-agent/gen_q1003_q1052.py)
alongside existing `gen_q201_q400.py` / `gen_q511_q556.py` convention.
Deterministic regeneration.
- Wide JSON churn across the other 12 category files is
`compute_counts.py` re-baselining expected results against a fresh
`BASE_TS` (`base_ts_override.json` is untracked); tuple-order shuffles
are harmless under `results_mode: rowsort`.
- Coverage is most meaningful under the `remove_filter_with_index_false`
CI leg (added in #13810), where `match_all` actually reaches
`RewriteMatchPhysical`. Under the default flag (`true`), the index
optimizer removes `match_all` before the rewriter runs, masking the bug
path.

## Test plan

- [ ] `api_query_agent / single_node_opt_true` — green
- [ ] `api_query_agent / single_node_opt_false` — green
- [ ] `api_query_agent / remove_filter_with_index_false` — green (this
is the leg that actually validates the rewriter under all 70 shapes)
- [ ] Q1003–Q1072 all pass on both memtable and parquet phases

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

---------

Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-08-17 06:42:06 +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-M3",
"900.0",
"1",
"1"
],
[
"SORT-M3",
"610.0",
"2",
"2"
],
[
"SORT-M3",
"555.0",
"3",
"3"
],
[
"SORT-M3",
"320.0",
"4",
"4"
],
[
"SORT-X1",
"900.0",
"1",
"1"
],
[
"SORT-X1",
"610.0",
"2",
"2"
],
[
"SORT-X1",
"555.0",
"3",
"3"
],
[
"SORT-Z9",
"725.0",
"1",
"1"
],
[
"SORT-Z9",
"150.0",
"2",
"2"
],
[
"SORT-A7",
"480.0",
"1",
"1"
],
[
"SORT-A7",
"190.0",
"2",
"2"
],
[
"SORT-A7",
"150.0",
"3",
"3"
],
[
"SORT-Q5",
"480.0",
"1",
"1"
],
[
"SORT-Q5",
"290.0",
"2",
"2"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8039000000,
"end_offset": 8203000000
}
},
{
"id": "Q136",
"sql": "SELECT _timestamp, throughput_rate, LAG(throughput_rate, 1, 0) OVER (ORDER BY _timestamp) AS prev_tput, LEAD(throughput_rate, 1, 0) OVER (ORDER BY _timestamp) AS next_tput FROM \"{stream}\" WHERE throughput_rate IS NOT NULL ORDER BY _timestamp ASC",
"category": "window",
"expected": {
"columns": [
"throughput_rate",
"next_tput"
],
"results": [
[
"900.0",
"150.0"
],
[
"150.0",
"150.0"
],
[
"150.0",
"320.0"
],
[
"320.0",
"480.0"
],
[
"480.0",
"480.0"
],
[
"480.0",
"610.0"
],
[
"610.0",
"610.0"
],
[
"610.0",
"725.0"
],
[
"725.0",
"840.0"
],
[
"840.0",
"840.0"
],
[
"840.0",
"290.0"
],
[
"290.0",
"290.0"
],
[
"290.0",
"555.0"
],
[
"555.0",
"0.0"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8099000000,
"end_offset": 8263000000
}
},
{
"id": "Q137",
"sql": "SELECT facility_zone, load_factor, RANK() OVER (PARTITION BY facility_zone ORDER BY load_factor DESC) AS rank, DENSE_RANK() OVER (PARTITION BY facility_zone ORDER BY load_factor DESC) AS dense_rnk FROM \"{stream}\" WHERE load_factor IS NOT NULL",
"category": "window",
"expected": {
"columns": [
"facility_zone",
"load_factor",
"rank",
"dense_rnk"
],
"results": [
[
"ZONE-1",
"99.0",
"1",
"1"
],
[
"ZONE-1",
"94.6",
"2",
"2"
],
[
"ZONE-1",
"33.0",
"3",
"3"
],
[
"ZONE-2",
"88.1",
"1",
"1"
],
[
"ZONE-2",
"55.2",
"2",
"2"
],
[
"ZONE-2",
"12.5",
"3",
"3"
],
[
"ZONE-4",
"88.1",
"1",
"1"
],
[
"ZONE-4",
"55.2",
"2",
"2"
],
[
"ZONE-4",
"45.3",
"3",
"3"
],
[
"ZONE-4",
"21.4",
"4",
"4"
],
[
"ZONE-3",
"99.0",
"1",
"1"
],
[
"ZONE-3",
"94.6",
"2",
"2"
],
[
"ZONE-3",
"72.8",
"3",
"3"
],
[
"ZONE-3",
"33.0",
"4",
"4"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8159000000,
"end_offset": 8323000000
}
},
{
"id": "Q138",
"sql": "SELECT _timestamp, throughput_rate, SUM(throughput_rate) OVER (ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS running_total, AVG(throughput_rate) OVER (ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND CURRENT ROW) AS moving_avg_3 FROM \"{stream}\" WHERE throughput_rate IS NOT NULL ORDER BY _timestamp ASC",
"category": "window",
"expected": {
"columns": [
"throughput_rate",
"running_total",
"moving_avg_3"
],
"results": [
[
"840.0",
"840.0",
"840.0"
],
[
"290.0",
"1130.0",
"565.0"
],
[
"290.0",
"1420.0",
"473.3333333333333"
],
[
"555.0",
"1975.0",
"378.3333333333333"
],
[
"190.0",
"2165.0",
"345.0"
],
[
"190.0",
"2355.0",
"311.6666666666667"
],
[
"900.0",
"3255.0",
"426.6666666666667"
],
[
"900.0",
"4155.0",
"663.3333333333334"
],
[
"150.0",
"4305.0",
"650.0"
],
[
"320.0",
"4625.0",
"456.6666666666667"
],
[
"320.0",
"4945.0",
"263.3333333333333"
],
[
"480.0",
"5425.0",
"373.3333333333333"
],
[
"480.0",
"5905.0",
"426.6666666666667"
],
[
"610.0",
"6515.0",
"523.3333333333334"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8219000000,
"end_offset": 8383000000
}
},
{
"id": "Q139",
"sql": "SELECT facility_zone, sorter_model, COUNT(*) AS cnt, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY COUNT(*) DESC, sorter_model ASC) AS rn FROM \"{stream}\" GROUP BY facility_zone, sorter_model ORDER BY facility_zone ASC, rn ASC",
"category": "window",
"expected": {
"columns": [
"facility_zone",
"sorter_model",
"cnt",
"rn"
],
"results": [
[
"ZONE-1",
"SORT-M3",
"4",
"1"
],
[
"ZONE-2",
"SORT-Q5",
"2",
"1"
],
[
"ZONE-2",
"SORT-Z9",
"2",
"2"
],
[
"ZONE-3",
"SORT-X1",
"3",
"1"
],
[
"ZONE-4",
"SORT-A7",
"3",
"1"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8279000000,
"end_offset": 8443000000
}
},
{
"id": "Q140",
"sql": "SELECT _timestamp, operation_mode, throughput_rate, FIRST_VALUE(throughput_rate) OVER (PARTITION BY operation_mode ORDER BY _timestamp) AS first_tput, LAST_VALUE(throughput_rate) OVER (PARTITION BY operation_mode ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_tput FROM \"{stream}\" WHERE throughput_rate IS NOT NULL ORDER BY operation_mode, _timestamp",
"category": "window",
"expected": {
"columns": [
"operation_mode",
"throughput_rate",
"first_tput",
"last_tput"
],
"results": [
[
"auto",
"480.0",
"480.0",
"555.0"
],
[
"auto",
"610.0",
"480.0",
"555.0"
],
[
"auto",
"725.0",
"480.0",
"555.0"
],
[
"auto",
"290.0",
"480.0",
"555.0"
],
[
"auto",
"555.0",
"480.0",
"555.0"
],
[
"hybrid",
"480.0",
"480.0",
"900.0"
],
[
"hybrid",
"840.0",
"480.0",
"900.0"
],
[
"hybrid",
"190.0",
"480.0",
"900.0"
],
[
"hybrid",
"900.0",
"480.0",
"900.0"
],
[
"manual",
"320.0",
"320.0",
"190.0"
],
[
"manual",
"725.0",
"320.0",
"190.0"
],
[
"manual",
"840.0",
"320.0",
"190.0"
],
[
"manual",
"555.0",
"320.0",
"190.0"
],
[
"manual",
"190.0",
"320.0",
"190.0"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8339000000,
"end_offset": 8503000000
}
},
{
"id": "Q141",
"sql": "SELECT _timestamp, load_factor, PERCENT_RANK() OVER (ORDER BY load_factor) AS pct_rank, NTILE(4) OVER (ORDER BY load_factor) AS quartile FROM \"{stream}\" WHERE load_factor IS NOT NULL ORDER BY load_factor ASC",
"category": "window",
"expected": {
"columns": [
"load_factor",
"pct_rank",
"quartile"
],
"results": [
[
"12.5",
"0.0",
"1"
],
[
"21.4",
"0.07692307692307693",
"1"
],
[
"33.0",
"0.15384615384615385",
"1"
],
[
"33.0",
"0.15384615384615385",
"1"
],
[
"45.3",
"0.3076923076923077",
"2"
],
[
"45.3",
"0.3076923076923077",
"2"
],
[
"55.2",
"0.46153846153846156",
"2"
],
[
"67.9",
"0.5384615384615384",
"2"
],
[
"67.9",
"0.5384615384615384",
"3"
],
[
"72.8",
"0.6923076923076923",
"3"
],
[
"72.8",
"0.6923076923076923",
"3"
],
[
"88.1",
"0.8461538461538461",
"4"
],
[
"88.1",
"0.8461538461538461",
"4"
],
[
"94.6",
"1.0",
"4"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
},
"time_offset": {
"start_offset": 8399000000,
"end_offset": 8563000000
}
},
{
"id": "Q142",
"sql": "SELECT _timestamp, pallet_id, facility_zone, throughput_rate, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rank_in_zone, RANK() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rank_dense, DENSE_RANK() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS dense_rnk, LAG(throughput_rate, 1, 0) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS prev_tput, LEAD(throughput_rate, 1, 0) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS next_tput FROM \"{stream}\" WHERE throughput_rate IS NOT NULL ORDER BY facility_zone ASC, rank_in_zone ASC",
"category": "window",
"expected": {
"columns": [
"pallet_id",
"facility_zone",
"throughput_rate",
"rank_in_zone",
"rank_dense",
"dense_rnk",
"next_tput"
],
"results": [
[
"PL-003",
"ZONE-1",
"840.0",
"1",
"1",
"1",
"0.0"
],
[
"PL-007",
"ZONE-1",
"610.0",
"2",
"2",
"2",
"840.0"
],
[
"PL-007",
"ZONE-1",
"555.0",
"3",
"3",
"3",
"320.0"
],
[
"PL-003",
"ZONE-1",
"320.0",
"4",
"4",
"4",
"610.0"
],
[
"PL-008",
"ZONE-2",
"725.0",
"1",
"1",
"1",
"0.0"
],
[
"PL-008",
"ZONE-2",
"190.0",
"2",
"2",
"2",
"150.0"
],
[
"PL-004",
"ZONE-2",
"150.0",
"3",
"3",
"3",
"725.0"
],
[
"PL-001",
"ZONE-3",
"900.0",
"1",
"1",
"1",
"320.0"
],
[
"PL-001",
"ZONE-3",
"610.0",
"2",
"2",
"2",
"0.0"
],
[
"PL-005",
"ZONE-3",
"320.0",
"3",
"3",
"3",
"610.0"
],
[
"PL-002",
"ZONE-4",
"725.0",
"1",
"1",
"1",
"0.0"
],
[
"PL-006",
"ZONE-4",
"480.0",
"2",
"2",
"2",
"725.0"
],
[
"PL-006",
"ZONE-4",
"190.0",
"3",
"3",
"3",
"150.0"
],
[
"PL-002",
"ZONE-4",
"150.0",
"4",
"4",
"4",
"480.0"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8459000000,
"end_offset": 8623000000
}
},
{
"id": "Q143",
"sql": "SELECT _timestamp, control_center, item_count, SUM(item_count) OVER (PARTITION BY control_center ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS running_items, AVG(item_count) OVER (PARTITION BY control_center ORDER BY _timestamp ROWS BETWEEN 3 PRECEDING AND CURRENT ROW) AS ma_4_items, ROUND(AVG(CAST(item_count AS FLOAT)) OVER (PARTITION BY control_center), 1) AS center_avg FROM \"{stream}\" WHERE item_count > 0 ORDER BY control_center ASC, _timestamp ASC",
"category": "window",
"expected": {
"columns": [
"control_center",
"item_count",
"running_items",
"ma_4_items",
"center_avg"
],
"results": [
[
"CC-ALPHA",
"155",
"155",
"155.0",
"278.8"
],
[
"CC-ALPHA",
"500",
"655",
"327.5",
"278.8"
],
[
"CC-ALPHA",
"120",
"775",
"258.3333333333333",
"278.8"
],
[
"CC-ALPHA",
"340",
"1115",
"278.75",
"278.8"
],
[
"CC-BETA",
"410",
"410",
"410.0",
"223.3"
],
[
"CC-BETA",
"60",
"470",
"235.0",
"223.3"
],
[
"CC-BETA",
"200",
"670",
"223.33333333333334",
"223.3"
],
[
"CC-DELTA",
"410",
"410",
"410.0",
"180.0"
],
[
"CC-DELTA",
"60",
"470",
"235.0",
"180.0"
],
[
"CC-DELTA",
"50",
"520",
"173.33333333333334",
"180.0"
],
[
"CC-DELTA",
"200",
"720",
"180.0",
"180.0"
],
[
"CC-GAMMA",
"275",
"275",
"275.0",
"298.3"
],
[
"CC-GAMMA",
"500",
"775",
"387.5",
"298.3"
],
[
"CC-GAMMA",
"120",
"895",
"298.3333333333333",
"298.3"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8519000000,
"end_offset": 8683000000
}
},
{
"id": "Q144",
"sql": "SELECT _timestamp, sorter_model, load_factor, charge_remaining, FIRST_VALUE(load_factor) OVER (PARTITION BY sorter_model ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS first_load, LAST_VALUE(load_factor) OVER (PARTITION BY sorter_model ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_load, NTH_VALUE(load_factor, 2) OVER (PARTITION BY sorter_model ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS second_load FROM \"{stream}\" WHERE load_factor IS NOT NULL ORDER BY sorter_model ASC, _timestamp ASC",
"category": "window",
"expected": {
"columns": [
"sorter_model",
"load_factor",
"charge_remaining",
"first_load",
"last_load",
"second_load"
],
"results": [
[
"SORT-A7",
"12.5",
"5.0",
"12.5",
"45.3",
"55.2"
],
[
"SORT-A7",
"55.2",
"66.6",
"12.5",
"45.3",
"55.2"
],
[
"SORT-A7",
"45.3",
"58.0",
"12.5",
"45.3",
"55.2"
],
[
"SORT-M3",
"33.0",
"33.3",
"33.0",
"94.6",
"72.8"
],
[
"SORT-M3",
"72.8",
"10.0",
"33.0",
"94.6",
"72.8"
],
[
"SORT-M3",
"94.6",
"42.5",
"33.0",
"94.6",
"72.8"
],
[
"SORT-Q5",
"55.2",
"66.6",
"55.2",
"45.3",
"45.3"
],
[
"SORT-Q5",
"45.3",
"58.0",
"55.2",
"45.3",
"45.3"
],
[
"SORT-X1",
"99.0",
"95.0",
"99.0",
"67.9",
"72.8"
],
[
"SORT-X1",
"72.8",
"10.0",
"99.0",
"67.9",
"72.8"
],
[
"SORT-X1",
"94.6",
"42.5",
"99.0",
"67.9",
"72.8"
],
[
"SORT-X1",
"67.9",
"75.3",
"99.0",
"67.9",
"72.8"
],
[
"SORT-Z9",
"12.5",
"5.0",
"12.5",
"88.1",
"88.1"
],
[
"SORT-Z9",
"88.1",
"25.0",
"12.5",
"88.1",
"88.1"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8579000000,
"end_offset": 8743000000
}
},
{
"id": "Q145",
"sql": "SELECT facility_zone, operation_mode, cnt, ROUND(SUM(cnt) OVER (PARTITION BY facility_zone), 0) AS zone_total, ROUND(CAST(cnt AS FLOAT) / NULLIF(SUM(cnt) OVER (PARTITION BY facility_zone), 0) * 100.0, 2) AS zone_pct, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY cnt DESC) AS rn FROM (SELECT facility_zone, operation_mode, COUNT(*) AS cnt FROM \"{stream}\" GROUP BY facility_zone, operation_mode) grouped ORDER BY facility_zone ASC, rn ASC",
"category": "window",
"expected": {
"columns": [
"facility_zone",
"operation_mode",
"cnt",
"zone_total",
"zone_pct",
"rn"
],
"results": [
[
"ZONE-1",
"auto",
"2",
"3",
"66.66999816894531",
"1"
],
[
"ZONE-1",
"manual",
"1",
"3",
"33.33000183105469",
"2"
],
[
"ZONE-2",
"manual",
"2",
"3",
"66.66999816894531",
"1"
],
[
"ZONE-2",
"auto",
"1",
"3",
"33.33000183105469",
"2"
],
[
"ZONE-3",
"hybrid",
"2",
"4",
"50.0",
"1"
],
[
"ZONE-3",
"manual",
"2",
"4",
"50.0",
"2"
],
[
"ZONE-4",
"auto",
"2",
"4",
"50.0",
"1"
],
[
"ZONE-4",
"hybrid",
"2",
"4",
"50.0",
"2"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
},
"time_offset": {
"start_offset": 8639000000,
"end_offset": 8803000000
}
},
{
"id": "Q146",
"sql": "SELECT _timestamp, conveyor_lane, package_size, ROUND(CUME_DIST() OVER (PARTITION BY conveyor_lane ORDER BY package_size), 4) AS cum_dist, ROUND(PERCENT_RANK() OVER (PARTITION BY conveyor_lane ORDER BY package_size), 4) AS pct_rank, NTILE(4) OVER (PARTITION BY conveyor_lane ORDER BY package_size) AS quartile FROM \"{stream}\" WHERE package_size > 0 ORDER BY conveyor_lane ASC, package_size ASC",
"category": "window",
"expected": {
"columns": [
"conveyor_lane",
"package_size",
"cum_dist",
"pct_rank",
"quartile"
],
"results": [
[
"LANE-A",
"200",
"0.25",
"0.0",
"1"
],
[
"LANE-A",
"600",
"0.5",
"0.3333",
"2"
],
[
"LANE-A",
"750",
"0.75",
"0.6667",
"3"
],
[
"LANE-A",
"1200",
"1.0",
"1.0",
"4"
],
[
"LANE-B",
"100",
"0.25",
"0.0",
"1"
],
[
"LANE-B",
"350",
"0.5",
"0.3333",
"2"
],
[
"LANE-B",
"500",
"0.75",
"0.6667",
"3"
],
[
"LANE-B",
"850",
"1.0",
"1.0",
"4"
],
[
"LANE-C",
"200",
"0.3333",
"0.0",
"1"
],
[
"LANE-C",
"750",
"0.6667",
"0.5",
"2"
],
[
"LANE-C",
"1200",
"1.0",
"1.0",
"3"
],
[
"LANE-D",
"350",
"0.3333",
"0.0",
"1"
],
[
"LANE-D",
"850",
"0.6667",
"0.5",
"2"
],
[
"LANE-D",
"1000",
"1.0",
"1.0",
"3"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
},
"time_offset": {
"start_offset": 8699000000,
"end_offset": 8863000000
}
},
{
"id": "Q147",
"sql": "SELECT _timestamp, pallet_id, build_signature, runtime_hours, LAG(runtime_hours, 2, 0) OVER (PARTITION BY build_signature ORDER BY runtime_hours, pallet_id ASC) AS hours_2_back, LEAD(runtime_hours, 2, 9999) OVER (PARTITION BY build_signature ORDER BY runtime_hours, pallet_id ASC) AS hours_2_ahead, ROUND(runtime_hours - LAG(runtime_hours, 1, 0) OVER (PARTITION BY build_signature ORDER BY runtime_hours, pallet_id ASC), 1) AS delta_from_prev FROM \"{stream}\" WHERE runtime_hours IS NOT NULL ORDER BY build_signature ASC, runtime_hours ASC, pallet_id ASC",
"category": "window",
"expected": {
"columns": [
"pallet_id",
"build_signature",
"runtime_hours",
"hours_2_ahead"
],
"results": [
[
"PL-004",
"BS-2025-D4",
"48",
"72"
],
[
"PL-006",
"BS-2025-D4",
"48",
"9999"
],
[
"PL-008",
"BS-2025-D4",
"72",
"9999"
],
[
"PL-001",
"BS-2026-A1",
"90",
"120"
],
[
"PL-003",
"BS-2026-A1",
"90",
"168"
],
[
"PL-007",
"BS-2026-A1",
"120",
"168"
],
[
"PL-001",
"BS-2026-A1",
"168",
"9999"
],
[
"PL-007",
"BS-2026-A1",
"168",
"9999"
],
[
"PL-002",
"BS-2026-B2",
"360",
"500"
],
[
"PL-002",
"BS-2026-B2",
"500",
"1000"
],
[
"PL-008",
"BS-2026-B2",
"500",
"9999"
],
[
"PL-004",
"BS-2026-B2",
"1000",
"9999"
],
[
"PL-003",
"BS-2026-C3",
"720",
"9999"
],
[
"PL-005",
"BS-2026-C3",
"720",
"9999"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8759000000,
"end_offset": 8923000000
}
},
{
"id": "Q148",
"sql": "SELECT _timestamp, facility_zone, throughput_rate, ROUND(SUM(throughput_rate) OVER w1, 2) AS zone_running_sum, ROUND(MIN(throughput_rate) OVER w1, 2) AS zone_running_min, ROUND(MAX(throughput_rate) OVER w1, 2) AS zone_running_max, ROUND(AVG(throughput_rate) OVER w2, 2) AS zone_moving_avg_5 FROM \"{stream}\" WHERE throughput_rate IS NOT NULL WINDOW w1 AS (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW), w2 AS (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 4 PRECEDING AND CURRENT ROW) ORDER BY facility_zone ASC, _timestamp ASC",
"category": "window",
"expected": {
"columns": [
"facility_zone",
"throughput_rate",
"zone_running_sum",
"zone_running_min",
"zone_running_max",
"zone_moving_avg_5"
],
"results": [
[
"ZONE-1",
"555.0",
"555.0",
"555.0",
"555.0",
"555.0"
],
[
"ZONE-1",
"900.0",
"1455.0",
"555.0",
"900.0",
"727.5"
],
[
"ZONE-1",
"320.0",
"1775.0",
"320.0",
"900.0",
"591.67"
],
[
"ZONE-2",
"290.0",
"290.0",
"290.0",
"290.0",
"290.0"
],
[
"ZONE-2",
"190.0",
"480.0",
"190.0",
"290.0",
"240.0"
],
[
"ZONE-2",
"150.0",
"630.0",
"150.0",
"290.0",
"210.0"
],
[
"ZONE-2",
"480.0",
"1110.0",
"150.0",
"480.0",
"277.5"
],
[
"ZONE-3",
"840.0",
"840.0",
"840.0",
"840.0",
"840.0"
],
[
"ZONE-3",
"900.0",
"1740.0",
"840.0",
"900.0",
"870.0"
],
[
"ZONE-3",
"320.0",
"2060.0",
"320.0",
"900.0",
"686.67"
],
[
"ZONE-3",
"610.0",
"2670.0",
"320.0",
"900.0",
"667.5"
],
[
"ZONE-4",
"290.0",
"290.0",
"290.0",
"290.0",
"290.0"
],
[
"ZONE-4",
"190.0",
"480.0",
"190.0",
"290.0",
"240.0"
],
[
"ZONE-4",
"480.0",
"960.0",
"190.0",
"480.0",
"320.0"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8819000000,
"end_offset": 8983000000
}
},
{
"id": "Q149",
"sql": "SELECT _timestamp, control_center, sorter_model, throughput_rate, ROW_NUMBER() OVER (PARTITION BY control_center ORDER BY throughput_rate DESC) AS rn_by_tput, ROW_NUMBER() OVER (PARTITION BY control_center ORDER BY load_factor DESC) AS rn_by_load, ROW_NUMBER() OVER (PARTITION BY control_center ORDER BY charge_remaining ASC) AS rn_by_charge FROM \"{stream}\" WHERE throughput_rate IS NOT NULL AND load_factor IS NOT NULL AND charge_remaining IS NOT NULL ORDER BY control_center ASC, rn_by_tput ASC",
"category": "window",
"expected": {
"columns": [
"control_center",
"sorter_model",
"throughput_rate",
"rn_by_tput",
"rn_by_load",
"rn_by_charge"
],
"results": [
[
"CC-ALPHA",
"SORT-Q5",
"725.0",
"1",
"3",
"1"
],
[
"CC-ALPHA",
"SORT-Z9",
"480.0",
"2",
"2",
"3"
],
[
"CC-ALPHA",
"SORT-Q5",
"150.0",
"3",
"1",
"2"
],
[
"CC-BETA",
"SORT-X1",
"900.0",
"1",
"2",
"2"
],
[
"CC-BETA",
"SORT-X1",
"840.0",
"2",
"4",
"1"
],
[
"CC-BETA",
"SORT-X1",
"610.0",
"3",
"1",
"4"
],
[
"CC-BETA",
"SORT-X1",
"320.0",
"4",
"3",
"3"
],
[
"CC-DELTA",
"SORT-M3",
"900.0",
"1",
"1",
"2"
],
[
"CC-DELTA",
"SORT-M3",
"840.0",
"2",
"3",
"1"
],
[
"CC-DELTA",
"SORT-M3",
"320.0",
"3",
"2",
"3"
],
[
"CC-GAMMA",
"SORT-A7",
"725.0",
"1",
"4",
"1"
],
[
"CC-GAMMA",
"SORT-A7",
"480.0",
"2",
"3",
"4"
],
[
"CC-GAMMA",
"SORT-A7",
"290.0",
"3",
"2",
"3"
],
[
"CC-GAMMA",
"SORT-A7",
"190.0",
"4",
"1",
"2"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8879000000,
"end_offset": 9043000000
}
},
{
"id": "Q150",
"sql": "SELECT _timestamp, pallet_id, facility_zone, cell_temp, ROUND(AVG(cell_temp) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 10 PRECEDING AND CURRENT ROW), 2) AS rolling_avg_temp, COUNT(*) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 10 PRECEDING AND CURRENT ROW) AS window_count FROM \"{stream}\" WHERE cell_temp IS NOT NULL ORDER BY facility_zone ASC, _timestamp ASC",
"category": "window",
"expected": {
"columns": [
"pallet_id",
"facility_zone",
"cell_temp",
"rolling_avg_temp",
"window_count"
],
"results": [
[
"PL-007",
"ZONE-1",
"19.2",
"19.2",
"1"
],
[
"PL-003",
"ZONE-1",
"40.0",
"29.6",
"2"
],
[
"PL-007",
"ZONE-1",
"22.0",
"27.07",
"3"
],
[
"PL-003",
"ZONE-1",
"30.1",
"27.83",
"4"
],
[
"PL-008",
"ZONE-2",
"24.8",
"24.8",
"1"
],
[
"PL-004",
"ZONE-2",
"32.5",
"28.65",
"2"
],
[
"PL-008",
"ZONE-2",
"26.3",
"27.87",
"3"
],
[
"PL-001",
"ZONE-3",
"28.9",
"28.9",
"1"
],
[
"PL-005",
"ZONE-3",
"40.0",
"34.45",
"2"
],
[
"PL-001",
"ZONE-3",
"22.0",
"30.3",
"3"
],
[
"PL-006",
"ZONE-4",
"24.8",
"24.8",
"1"
],
[
"PL-002",
"ZONE-4",
"32.5",
"28.65",
"2"
],
[
"PL-006",
"ZONE-4",
"18.5",
"25.27",
"3"
],
[
"PL-002",
"ZONE-4",
"26.3",
"25.53",
"4"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8939000000,
"end_offset": 9103000000
}
},
{
"id": "Q151",
"sql": "SELECT _timestamp, pallet_id, operation_mode, item_count, ROUND(SUM(item_count) OVER (PARTITION BY operation_mode ORDER BY _timestamp ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING), 1) AS forward_sum, ROUND(AVG(item_count) OVER (PARTITION BY operation_mode ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING), 1) AS centered_avg_5 FROM \"{stream}\" WHERE item_count IS NOT NULL ORDER BY operation_mode ASC, _timestamp ASC",
"category": "window",
"expected": {
"columns": [
"pallet_id",
"operation_mode",
"item_count",
"forward_sum",
"centered_avg_5"
],
"results": [
[
"PL-004",
"auto",
"500",
"1605",
"346.7"
],
[
"PL-007",
"auto",
"200",
"1105",
"298.8"
],
[
"PL-002",
"auto",
"340",
"905",
"321.0"
],
[
"PL-004",
"auto",
"155",
"565",
"276.3"
],
[
"PL-007",
"auto",
"410",
"410",
"301.7"
],
[
"PL-006",
"hybrid",
"120",
"475",
"158.3"
],
[
"PL-001",
"hybrid",
"200",
"355",
"158.3"
],
[
"PL-006",
"hybrid",
"155",
"155",
"158.3"
],
[
"PL-003",
"manual",
"50",
"1213",
"146.7"
],
[
"PL-005",
"manual",
"50",
"1163",
"132.0"
],
[
"PL-008",
"manual",
"340",
"1113",
"187.6"
],
[
"PL-003",
"manual",
"88",
"773",
"232.6"
],
[
"PL-005",
"manual",
"410",
"685",
"278.3"
],
[
"PL-008",
"manual",
"275",
"275",
"257.7"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 8999000000,
"end_offset": 9163000000
}
},
{
"id": "Q152",
"sql": "SELECT _timestamp, facility_zone, sorter_model, throughput_rate, load_factor, ROUND((ROW_NUMBER() OVER w)::FLOAT / NULLIF((COUNT(*) OVER w)::FLOAT, 0), 4) AS relative_position, ROUND(load_factor - AVG(load_factor) OVER w, 2) AS load_deviation, ROUND((throughput_rate - MIN(throughput_rate) OVER w) / NULLIF(MAX(throughput_rate) OVER w - MIN(throughput_rate) OVER w, 0), 4) AS tput_normalized FROM \"{stream}\" WHERE throughput_rate IS NOT NULL AND load_factor IS NOT NULL WINDOW w AS (PARTITION BY facility_zone, sorter_model) ORDER BY facility_zone ASC, sorter_model ASC, _timestamp ASC",
"category": "window",
"expected": {
"columns": [
"facility_zone",
"sorter_model",
"throughput_rate",
"load_factor",
"relative_position",
"load_deviation",
"tput_normalized"
],
"results": [
[
"ZONE-1",
"SORT-M3",
"900.0",
"94.6",
"0.33329999446868896",
"7.43",
"1.0"
],
[
"ZONE-1",
"SORT-M3",
"320.0",
"67.9",
"0.666700005531311",
"-19.27",
"0.0"
],
[
"ZONE-1",
"SORT-M3",
"610.0",
"99.0",
"1.0",
"11.83",
"0.5"
],
[
"ZONE-2",
"SORT-Q5",
"150.0",
"45.3",
"0.5",
"16.4",
"0.0"
],
[
"ZONE-2",
"SORT-Q5",
"725.0",
"12.5",
"1.0",
"-16.4",
"1.0"
],
[
"ZONE-2",
"SORT-Z9",
"190.0",
"88.1",
"0.5",
"33.35",
"0.0"
],
[
"ZONE-2",
"SORT-Z9",
"480.0",
"21.4",
"1.0",
"-33.35",
"1.0"
],
[
"ZONE-3",
"SORT-X1",
"555.0",
"72.8",
"0.25",
"4.63",
"0.4519"
],
[
"ZONE-3",
"SORT-X1",
"320.0",
"67.9",
"0.5",
"-0.27",
"0.0"
],
[
"ZONE-3",
"SORT-X1",
"610.0",
"99.0",
"0.75",
"30.83",
"0.5577"
],
[
"ZONE-3",
"SORT-X1",
"840.0",
"33.0",
"1.0",
"-35.17",
"1.0"
],
[
"ZONE-4",
"SORT-A7",
"190.0",
"88.1",
"0.33329999446868896",
"39.47",
"0.0696"
],
[
"ZONE-4",
"SORT-A7",
"150.0",
"45.3",
"0.666700005531311",
"-3.33",
"0.0"
],
[
"ZONE-4",
"SORT-A7",
"725.0",
"12.5",
"1.0",
"-36.13",
"1.0"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
},
"time_offset": {
"start_offset": 9059000000,
"end_offset": 9223000000
}
},
{
"id": "Q153",
"sql": "SELECT _timestamp, conveyor_lane, cell_temp, ROUND(cell_temp - LAG(cell_temp, 1, 0) OVER (PARTITION BY conveyor_lane ORDER BY _timestamp), 2) AS temp_diff, ROUND(AVG(cell_temp) OVER (PARTITION BY conveyor_lane ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW), 2) AS lane_avg_temp FROM \"{stream}\" WHERE cell_temp IS NOT NULL ORDER BY conveyor_lane ASC, _timestamp ASC",
"category": "window",
"expected": {
"columns": [
"conveyor_lane",
"cell_temp",
"lane_avg_temp"
],
"results": [
[
"LANE-A",
"35.7",
"35.7"
],
[
"LANE-A",
"32.5",
"34.1"
],
[
"LANE-A",
"18.5",
"28.9"
],
[
"LANE-A",
"26.3",
"28.25"
],
[
"LANE-B",
"19.2",
"19.2"
],
[
"LANE-B",
"28.9",
"24.05"
],
[
"LANE-B",
"22.0",
"23.37"
],
[
"LANE-C",
"24.8",
"24.8"
],
[
"LANE-C",
"32.5",
"28.65"
],
[
"LANE-C",
"18.5",
"25.27"
],
[
"LANE-D",
"19.2",
"19.2"
],
[
"LANE-D",
"28.9",
"24.05"
],
[
"LANE-D",
"40.0",
"29.37"
],
[
"LANE-D",
"22.0",
"27.53"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 9119000000,
"end_offset": 9283000000
}
},
{
"id": "Q154",
"sql": "SELECT facility_zone, sorter_model, throughput_rate, SUM(throughput_rate) OVER (PARTITION BY facility_zone) AS total_tput_zone, SUM(throughput_rate) OVER (PARTITION BY sorter_model) AS total_tput_sort, ROUND(throughput_rate / NULLIF(SUM(throughput_rate) OVER (PARTITION BY facility_zone), 0) * 100.0, 2) AS pct_of_zone, ROUND(throughput_rate / NULLIF(SUM(throughput_rate) OVER (PARTITION BY sorter_model), 0) * 100.0, 2) AS pct_of_sorter FROM \"{stream}\" WHERE throughput_rate IS NOT NULL ORDER BY facility_zone ASC, throughput_rate DESC",
"category": "window",
"expected": {
"columns": [
"facility_zone",
"sorter_model",
"throughput_rate",
"total_tput_zone",
"total_tput_sort",
"pct_of_zone",
"pct_of_sorter"
],
"results": [
[
"ZONE-1",
"SORT-M3",
"900.0",
"2385.0",
"2385.0",
"37.74",
"37.74"
],
[
"ZONE-1",
"SORT-M3",
"610.0",
"2385.0",
"2385.0",
"25.58",
"25.58"
],
[
"ZONE-1",
"SORT-M3",
"555.0",
"2385.0",
"2385.0",
"23.27",
"23.27"
],
[
"ZONE-1",
"SORT-M3",
"320.0",
"2385.0",
"2385.0",
"13.42",
"13.42"
],
[
"ZONE-2",
"SORT-Q5",
"725.0",
"1165.0",
"875.0",
"62.23",
"82.86"
],
[
"ZONE-2",
"SORT-Z9",
"290.0",
"1165.0",
"290.0",
"24.89",
"100.0"
],
[
"ZONE-2",
"SORT-Q5",
"150.0",
"1165.0",
"875.0",
"12.88",
"17.14"
],
[
"ZONE-3",
"SORT-X1",
"900.0",
"2295.0",
"2295.0",
"39.22",
"39.22"
],
[
"ZONE-3",
"SORT-X1",
"840.0",
"2295.0",
"2295.0",
"36.6",
"36.6"
],
[
"ZONE-3",
"SORT-X1",
"555.0",
"2295.0",
"2295.0",
"24.18",
"24.18"
],
[
"ZONE-4",
"SORT-A7",
"725.0",
"1355.0",
"1355.0",
"53.51",
"53.51"
],
[
"ZONE-4",
"SORT-A7",
"290.0",
"1355.0",
"1355.0",
"21.4",
"21.4"
],
[
"ZONE-4",
"SORT-A7",
"190.0",
"1355.0",
"1355.0",
"14.02",
"14.02"
],
[
"ZONE-4",
"SORT-A7",
"150.0",
"1355.0",
"1355.0",
"11.07",
"11.07"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 9179000000,
"end_offset": 9343000000
}
},
{
"id": "Q155",
"sql": "SELECT _timestamp, pallet_id, operation_mode, throughput_rate, ROUND(AVG(throughput_rate) OVER (), 2) AS tput_avg_all, ROUND(throughput_rate - AVG(throughput_rate) OVER (), 2) AS tput_diff, RANK() OVER (PARTITION BY operation_mode ORDER BY throughput_rate DESC) AS relative_rank FROM \"{stream}\" WHERE throughput_rate IS NOT NULL ORDER BY operation_mode ASC, relative_rank ASC",
"category": "window",
"expected": {
"columns": [
"pallet_id",
"operation_mode",
"throughput_rate",
"tput_avg_all",
"tput_diff",
"relative_rank"
],
"results": [
[
"PL-004",
"auto",
"725.0",
"493.93",
"231.07",
"1"
],
[
"PL-007",
"auto",
"555.0",
"493.93",
"61.07",
"2"
],
[
"PL-002",
"auto",
"480.0",
"493.93",
"-13.93",
"3"
],
[
"PL-007",
"auto",
"320.0",
"493.93",
"-173.93",
"4"
],
[
"PL-002",
"auto",
"190.0",
"493.93",
"-303.93",
"5"
],
[
"PL-004",
"auto",
"150.0",
"493.93",
"-343.93",
"6"
],
[
"PL-001",
"hybrid",
"610.0",
"493.93",
"116.07",
"1"
],
[
"PL-001",
"hybrid",
"555.0",
"493.93",
"61.07",
"2"
],
[
"PL-006",
"hybrid",
"150.0",
"493.93",
"-343.93",
"3"
],
[
"PL-003",
"manual",
"900.0",
"493.93",
"406.07",
"1"
],
[
"PL-005",
"manual",
"900.0",
"493.93",
"406.07",
"1"
],
[
"PL-003",
"manual",
"610.0",
"493.93",
"116.07",
"3"
],
[
"PL-008",
"manual",
"480.0",
"493.93",
"-13.93",
"4"
],
[
"PL-008",
"manual",
"290.0",
"493.93",
"-203.93",
"5"
]
],
"results_mode": "rowsort"
},
"time_offset": {
"start_offset": 9239000000,
"end_offset": 9403000000
}
},
{
"id": "Q199",
"sql": "SELECT _timestamp, facility_zone, operation_mode, throughput_rate,\n ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rn_by_zone,\n RANK() OVER (PARTITION BY operation_mode ORDER BY load_factor DESC) AS rank_by_mode,\n DENSE_RANK() OVER (ORDER BY cell_temp DESC) AS dense_rank_temp,\n AVG(throughput_rate) OVER (PARTITION BY facility_zone) AS zone_avg_tput,\n MAX(load_factor) OVER (PARTITION BY operation_mode) AS mode_max_load,\n SUM(item_count) OVER (PARTITION BY facility_zone ORDER BY _timestamp\n ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) AS rolling_item_sum\nFROM \"{stream}\"\nWHERE load_factor > 10.0\n AND throughput_rate >= 100.0\nORDER BY facility_zone, rn_by_zone\nLIMIT 20",
"category": "window",
"time_offset": {
"start_offset": 11879000000,
"end_offset": 12043000000
},
"expected": {
"columns": [
"facility_zone",
"operation_mode",
"throughput_rate",
"rn_by_zone",
"rank_by_mode",
"dense_rank_temp",
"zone_avg_tput",
"mode_max_load",
"rolling_item_sum"
],
"results": [
[
"ZONE-1",
"manual",
"900.0",
"1",
"2",
"4",
"667.5",
"99.0",
"558"
],
[
"ZONE-1",
"auto",
"840.0",
"2",
"3",
"1",
"667.5",
"88.1",
"520"
],
[
"ZONE-1",
"manual",
"610.0",
"3",
"1",
"5",
"667.5",
"99.0",
"608"
],
[
"ZONE-1",
"auto",
"320.0",
"4",
"2",
"8",
"667.5",
"88.1",
"608"
],
[
"ZONE-2",
"auto",
"725.0",
"1",
"5",
"3",
"421.25",
"88.1",
"1235"
],
[
"ZONE-2",
"manual",
"480.0",
"2",
"6",
"7",
"421.25",
"99.0",
"1235"
],
[
"ZONE-2",
"manual",
"290.0",
"3",
"4",
"9",
"421.25",
"99.0",
"895"
],
[
"ZONE-2",
"auto",
"190.0",
"4",
"1",
"6",
"421.25",
"88.1",
"1115"
],
[
"ZONE-3",
"manual",
"900.0",
"1",
"2",
"4",
"686.6666666666666",
"99.0",
"548"
],
[
"ZONE-3",
"manual",
"840.0",
"2",
"5",
"1",
"686.6666666666666",
"99.0",
"548"
],
[
"ZONE-3",
"hybrid",
"320.0",
"3",
"1",
"8",
"686.6666666666666",
"67.9",
"548"
],
[
"ZONE-4",
"hybrid",
"725.0",
"1",
"3",
"3",
"451.6666666666667",
"67.9",
"930"
],
[
"ZONE-4",
"auto",
"480.0",
"2",
"4",
"7",
"451.6666666666667",
"88.1",
"930"
],
[
"ZONE-4",
"hybrid",
"150.0",
"3",
"2",
"2",
"451.6666666666667",
"67.9",
"930"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q200",
"sql": "WITH ranked AS (\n SELECT _timestamp, facility_zone, operation_mode,\n throughput_rate, load_factor, cell_temp, item_count,\n ROW_NUMBER() OVER (\n PARTITION BY facility_zone, operation_mode\n ORDER BY throughput_rate DESC, load_factor DESC\n ) AS rn,\n AVG(throughput_rate) OVER (\n PARTITION BY facility_zone\n ) AS zone_avg_tput,\n load_factor - LAG(load_factor, 1) OVER (\n PARTITION BY facility_zone\n ORDER BY _timestamp\n ) AS load_delta\n FROM \"{stream}\"\n WHERE load_factor > 10.0\n)\nSELECT facility_zone, operation_mode,\n COUNT(*) AS cnt,\n AVG(throughput_rate) AS avg_throughput,\n MAX(load_delta) AS max_load_delta,\n AVG(zone_avg_tput) AS overall_zone_avg,\n SUM(CASE WHEN load_delta > 0 THEN 1 ELSE 0 END) AS load_increases\nFROM ranked\nWHERE rn <= 5\nGROUP BY facility_zone, operation_mode\nHAVING COUNT(*) >= 1\nORDER BY avg_throughput DESC",
"category": "window",
"time_offset": {
"start_offset": 11939000000,
"end_offset": 12103000000
},
"expected": {
"columns": [
"facility_zone",
"operation_mode",
"cnt",
"avg_throughput",
"max_load_delta",
"overall_zone_avg",
"load_increases"
],
"results": [
[
"ZONE-3",
"manual",
"2",
"870.0",
"21.799999999999997",
"653.75",
"1"
],
[
"ZONE-1",
"auto",
"1",
"840.0",
"-66.0",
"668.3333333333334",
"0"
],
[
"ZONE-4",
"hybrid",
"1",
"725.0",
"-8.899999999999999",
"465.0",
"0"
],
[
"ZONE-1",
"manual",
"2",
"582.5",
"39.8",
"668.3333333333334",
"1"
],
[
"ZONE-2",
"auto",
"2",
"457.5",
"32.89999999999999",
"421.25",
"1"
],
[
"ZONE-3",
"hybrid",
"2",
"437.5",
"39.8",
"653.75",
"1"
],
[
"ZONE-2",
"manual",
"2",
"385.0",
"42.7",
"421.25",
"1"
],
[
"ZONE-4",
"auto",
"2",
"335.0",
"75.6",
"465.0",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q393",
"sql": "SELECT _timestamp, visitor_session_id, action_category, page_slug, exception_message, ROW_NUMBER() OVER (PARTITION BY visitor_session_id ORDER BY _timestamp) AS event_seq FROM \"{stream}\" WHERE org_name = 'warehouse-east' AND action_category IN ('performanceMetric', 'navigation') AND visitor_session_id IS NOT NULL",
"category": "window",
"time_offset": {
"start_offset": 23519000000,
"end_offset": 23593000000
},
"expected": {
"columns": [
"visitor_session_id",
"action_category",
"page_slug",
"exception_message",
"event_seq"
],
"results": [
[
"sess_001",
"performanceMetric",
"cartPage",
"SecurityException: unauthorized access to control_center CC-ALPHA",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q394",
"sql": "SELECT page_slug, os_platform, COUNT(*) AS cnt, RANK() OVER (PARTITION BY os_platform ORDER BY COUNT(*) DESC) AS popularity_rank FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND os_platform IN ('Mac OS X (iPhone)', 'Android 12', 'iOS 17.4', 'Android 14') GROUP BY page_slug, os_platform",
"category": "window",
"time_offset": {
"start_offset": 23579000000,
"end_offset": 23653000000
},
"expected": {
"columns": [
"page_slug",
"os_platform",
"cnt",
"popularity_rank"
],
"results": [
[
"checkoutPage",
"Android 14",
"2",
"1"
],
[
"cartPage",
"Android 12",
"2",
"1"
],
[
"itemPage",
"Mac OS X (iPhone)",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q395",
"sql": "SELECT _timestamp, action_category, latency_ms, LAG(latency_ms, 1) OVER (ORDER BY _timestamp) AS prev_latency, latency_ms - LAG(latency_ms, 1) OVER (ORDER BY _timestamp) AS latency_change FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND latency_ms > 0 AND page_slug = 'itemPage'",
"category": "window",
"time_offset": {
"start_offset": 23639000000,
"end_offset": 23713000000
},
"expected": {
"columns": [
"action_category",
"latency_ms",
"prev_latency",
"latency_change"
],
"results": [
[
"performanceMetric",
"1900",
"None",
"None"
],
[
"performanceMetric",
"1900",
"1900",
"0"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true,
"skip_column_check": true
}
},
{
"id": "Q396",
"sql": "SELECT * FROM (SELECT _timestamp, visitor_session_id, action_category, page_slug, error_code, ROW_NUMBER() OVER (PARTITION BY visitor_session_id ORDER BY _timestamp DESC) AS rn FROM \"{stream}\" WHERE org_name = 'warehouse-east' AND action_category = 'performanceMetric') WHERE rn <= 3",
"category": "window",
"time_offset": {
"start_offset": 23699000000,
"end_offset": 23773000000
},
"expected": {
"columns": [
"visitor_session_id",
"action_category",
"page_slug",
"error_code",
"rn"
],
"results": [
[
"sess_001",
"performanceMetric",
"itemPage",
"E009",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q397",
"sql": "SELECT _timestamp, page_slug, COUNT(*) AS cnt, SUM(COUNT(*)) OVER (PARTITION BY page_slug ORDER BY _timestamp) AS cumulative_count FROM \"{stream}\" WHERE action_category = 'navigation' AND page_slug IN ('itemPage', 'cartPage') GROUP BY _timestamp, page_slug",
"category": "window",
"time_offset": {
"start_offset": 23759000000,
"end_offset": 23833000000
},
"expected": {
"columns": [
"page_slug",
"cnt",
"cumulative_count"
],
"results": [
[
"itemPage",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q398",
"sql": "SELECT DISTINCT visitor_session_id, FIRST_VALUE(page_slug) OVER (PARTITION BY visitor_session_id ORDER BY _timestamp) AS first_page, LAST_VALUE(page_slug) OVER (PARTITION BY visitor_session_id ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_page FROM \"{stream}\" WHERE action_category = 'navigation' AND visitor_session_id IS NOT NULL",
"category": "window",
"time_offset": {
"start_offset": 23819000000,
"end_offset": 23893000000
},
"expected": {
"columns": [
"visitor_session_id",
"first_page",
"last_page"
],
"results": [
[
"sess_002",
"homePage",
"homePage"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true,
"skip_without_single_node_opt": true
}
},
{
"id": "Q399",
"sql": "SELECT error_code, COUNT(*) AS cnt, DENSE_RANK() OVER (ORDER BY COUNT(*) DESC) AS error_rank FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND error_code IS NOT NULL GROUP BY error_code",
"category": "window",
"time_offset": {
"start_offset": 23879000000,
"end_offset": 23953000000
},
"expected": {
"columns": [
"error_code",
"cnt",
"error_rank"
],
"results": [
[
"E009",
"2",
"1"
],
[
"E001",
"2",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q400",
"sql": "SELECT _timestamp, visitor_session_id, latency_ms, NTILE(4) OVER (ORDER BY latency_ms) AS latency_quartile FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND latency_ms > 0 AND page_slug IN ('itemPage', 'cartPage') AND org_name = 'warehouse-east'",
"category": "window",
"time_offset": {
"start_offset": 23939000000,
"end_offset": 24013000000
},
"expected": {
"columns": [
"visitor_session_id",
"latency_ms",
"latency_quartile"
],
"results": [
[
"sess_001",
"1450",
"1"
],
[
"sess_001",
"1450",
"2"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q506",
"sql": "SELECT _timestamp, visitor_session_id, latency_ms, SUM(CAST(latency_ms AS FLOAT)) OVER (PARTITION BY visitor_session_id ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS cumulative_latency FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND latency_ms > 0 AND visitor_session_id IS NOT NULL ORDER BY visitor_session_id ASC, _timestamp ASC LIMIT 15",
"category": "window",
"time_offset": {
"start_offset": 30299000000,
"end_offset": 30373000000
},
"expected": {
"columns": [
"visitor_session_id",
"latency_ms",
"cumulative_latency"
],
"results": [
[
"sess_001",
"1900",
"1900.0"
],
[
"sess_001",
"230",
"2130.0"
],
[
"sess_003",
"12",
"12.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q507",
"sql": "SELECT _timestamp, pallet_id, throughput_rate, FIRST_VALUE(throughput_rate) OVER (PARTITION BY pallet_id ORDER BY _timestamp) AS first_tput, LAST_VALUE(throughput_rate) OVER (PARTITION BY pallet_id ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_tput FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND pallet_id IS NOT NULL ORDER BY pallet_id ASC, _timestamp ASC LIMIT 15",
"category": "window",
"time_offset": {
"start_offset": 30359000000,
"end_offset": 30433000000
},
"expected": {
"columns": [
"pallet_id",
"throughput_rate",
"first_tput",
"last_tput"
],
"results": [
[
"PL-001",
"610.0",
"610.0",
"610.0"
],
[
"PL-002",
"725.0",
"725.0",
"725.0"
],
[
"PL-003",
"840.0",
"840.0",
"840.0"
],
[
"PL-004",
"290.0",
"290.0",
"290.0"
],
[
"PL-005",
"840.0",
"840.0",
"840.0"
],
[
"PL-007",
"610.0",
"610.0",
"610.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q508",
"sql": "SELECT _timestamp, action_category, latency_ms, AVG(CAST(latency_ms AS FLOAT)) OVER (ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) AS rolling_avg_5 FROM \"{stream}\" WHERE latency_ms > 0 AND action_category = 'performanceMetric' ORDER BY _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 30419000000,
"end_offset": 30493000000
},
"expected": {
"columns": [
"action_category",
"latency_ms",
"rolling_avg_5"
],
"results": [
[
"performanceMetric",
"89",
"407.6666666666667"
],
[
"performanceMetric",
"567",
"780.75"
],
[
"performanceMetric",
"567",
"780.75"
],
[
"performanceMetric",
"1900",
"1011.3333333333334"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q509",
"sql": "SELECT _timestamp, visitor_session_id, page_slug, ROW_NUMBER() OVER (PARTITION BY visitor_session_id ORDER BY _timestamp) AS visit_seq, LEAD(page_slug) OVER (PARTITION BY visitor_session_id ORDER BY _timestamp) AS next_page FROM \"{stream}\" WHERE action_category IN ('navigation', 'interaction') AND visitor_session_id IS NOT NULL ORDER BY visitor_session_id ASC, _timestamp ASC LIMIT 15",
"category": "window",
"time_offset": {
"start_offset": 30479000000,
"end_offset": 30553000000
},
"expected": {
"columns": [
"visitor_session_id",
"page_slug",
"visit_seq",
"next_page"
],
"results": [
[
"sess_002",
"homePage",
"1",
"None"
],
[
"sess_004",
"searchPage",
"1",
"None"
],
[
"sess_005",
"itemPage",
"1",
"None"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q510",
"sql": "SELECT _timestamp, component_name, latency_ms, RANK() OVER (PARTITION BY component_name ORDER BY latency_ms DESC) AS latency_rank, DENSE_RANK() OVER (PARTITION BY component_name ORDER BY latency_ms DESC) AS latency_dense_rank FROM \"{stream}\" WHERE action_category = 'performanceMetric' AND latency_ms > 0 AND component_name IS NOT NULL ORDER BY component_name ASC, latency_ms DESC, _timestamp ASC LIMIT 15",
"category": "window",
"time_offset": {
"start_offset": 30539000000,
"end_offset": 30613000000
},
"expected": {
"columns": [
"component_name",
"latency_ms",
"latency_rank",
"latency_dense_rank"
],
"results": [
[
"batch-sync",
"1450",
"1",
"1"
],
[
"batch-sync",
"1450",
"1",
"1"
],
[
"pallet-mapper",
"89",
"1",
"1"
],
[
"track-router",
"230",
"1",
"1"
],
[
"zone-controller",
"12",
"1",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q549",
"sql": "SELECT _timestamp, component_name, latency_ms, LAG(latency_ms) OVER (PARTITION BY component_name ORDER BY _timestamp) AS prev_latency, latency_ms - LAG(latency_ms) OVER (PARTITION BY component_name ORDER BY _timestamp) AS latency_delta FROM \"{stream}\" ORDER BY component_name, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 32879000000,
"end_offset": 32953000000
},
"expected": {
"columns": [
"component_name",
"latency_ms",
"prev_latency",
"latency_delta"
],
"results": [
[
"charge-checker",
"78",
"None",
"None"
],
[
"conveyor-driver",
"15",
"None",
"None"
],
[
"scan-hub",
"45",
"None",
"None"
],
[
"sorter-engine",
"1900",
"None",
"None"
],
[
"sorter-engine",
"1900",
"1900",
"0"
],
[
"zone-controller",
"12",
"None",
"None"
],
[
"zone-controller",
"12",
"12",
"0"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true,
"skip_row_count": true,
"skip_column_check": true
}
},
{
"id": "Q550",
"sql": "SELECT _timestamp, COALESCE(scan_category, 'unknown') AS scan_type, latency_ms, NTILE(4) OVER (PARTITION BY COALESCE(scan_category, 'unknown') ORDER BY latency_ms) AS latency_quartile FROM \"{stream}\" ORDER BY scan_type, latency_quartile ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 32939000000,
"end_offset": 33013000000
},
"expected": {
"columns": [
"scan_type",
"latency_ms",
"latency_quartile"
],
"results": [
[
"inbound",
"12",
"1"
],
[
"inbound",
"1450",
"2"
],
[
"inbound",
"1450",
"3"
],
[
"internal",
"230",
"1"
],
[
"outbound",
"45",
"1"
],
[
"outbound",
"45",
"2"
],
[
"outbound",
"89",
"3"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q647",
"sql": "SELECT _timestamp, facility_zone, throughput_rate, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS rn, RANK() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS tput_rank, DENSE_RANK() OVER (PARTITION BY facility_zone ORDER BY load_factor DESC) AS load_drank FROM \"{stream}\" ORDER BY _timestamp LIMIT 15",
"category": "window",
"time_offset": {
"start_offset": 38700000000,
"end_offset": 38880000000
},
"expected": {
"columns": [
"facility_zone",
"throughput_rate",
"rn",
"tput_rank",
"load_drank"
],
"results": [
[
"ZONE-1",
"900.0",
"1",
"1",
"2"
],
[
"ZONE-4",
"150.0",
"1",
"5",
"3"
],
[
"ZONE-2",
"150.0",
"1",
"4",
"3"
],
[
"ZONE-3",
"320.0",
"1",
"3",
"2"
],
[
"ZONE-4",
"480.0",
"2",
"2",
"4"
],
[
"ZONE-2",
"480.0",
"2",
"1",
"4"
],
[
"ZONE-1",
"610.0",
"2",
"3",
"1"
],
[
"ZONE-3",
"610.0",
"2",
"2",
"1"
],
[
"ZONE-4",
"725.0",
"3",
"1",
"5"
],
[
"ZONE-1",
"840.0",
"3",
"2",
"4"
],
[
"ZONE-3",
"840.0",
"3",
"1",
"3"
],
[
"ZONE-2",
"290.0",
"3",
"2",
"2"
],
[
"ZONE-4",
"290.0",
"4",
"3",
"2"
],
[
"ZONE-1",
"555.0",
"4",
"4",
"3"
],
[
"ZONE-2",
"190.0",
"4",
"3",
"1"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
}
},
{
"id": "Q648",
"sql": "SELECT _timestamp, facility_zone, throughput_rate, AVG(throughput_rate) OVER w AS mov_avg, MIN(throughput_rate) OVER w AS mov_min, MAX(throughput_rate) OVER w AS mov_max FROM \"{stream}\" WINDOW w AS (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) ORDER BY _timestamp LIMIT 15",
"category": "window",
"time_offset": {
"start_offset": 38760000000,
"end_offset": 38940000000
},
"expected": {
"columns": [
"facility_zone",
"throughput_rate",
"mov_avg",
"mov_min",
"mov_max"
],
"results": [
[
"ZONE-2",
"480.0",
"320.0",
"190.0",
"480.0"
],
[
"ZONE-1",
"610.0",
"668.3333333333334",
"555.0",
"840.0"
],
[
"ZONE-3",
"610.0",
"783.3333333333334",
"610.0",
"900.0"
],
[
"ZONE-4",
"725.0",
"401.6666666666667",
"190.0",
"725.0"
],
[
"ZONE-1",
"840.0",
"726.25",
"555.0",
"900.0"
],
[
"ZONE-3",
"840.0",
"667.5",
"320.0",
"900.0"
],
[
"ZONE-2",
"290.0",
"277.5",
"150.0",
"480.0"
],
[
"ZONE-4",
"290.0",
"401.6666666666667",
"190.0",
"725.0"
],
[
"ZONE-1",
"555.0",
"645.0",
"320.0",
"900.0"
],
[
"ZONE-2",
"190.0",
"277.5",
"150.0",
"480.0"
],
[
"ZONE-4",
"190.0",
"401.6666666666667",
"190.0",
"725.0"
],
[
"ZONE-3",
"900.0",
"667.5",
"320.0",
"900.0"
],
[
"ZONE-1",
"900.0",
"653.75",
"320.0",
"900.0"
],
[
"ZONE-2",
"150.0",
"210.0",
"150.0",
"290.0"
],
[
"ZONE-3",
"320.0",
"686.6666666666666",
"320.0",
"900.0"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
}
},
{
"id": "Q649",
"sql": "SELECT _timestamp, facility_zone, operation_mode, throughput_rate, ROW_NUMBER() OVER (PARTITION BY facility_zone, operation_mode ORDER BY _timestamp) AS rn, SUM(throughput_rate) OVER (PARTITION BY facility_zone, operation_mode ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS cumsum FROM \"{stream}\" ORDER BY _timestamp LIMIT 15",
"category": "window",
"time_offset": {
"start_offset": 38820000000,
"end_offset": 39000000000
},
"expected": {
"columns": [
"facility_zone",
"operation_mode",
"throughput_rate",
"rn",
"cumsum"
],
"results": [
[
"ZONE-3",
"hybrid",
"840.0",
"1",
"840.0"
],
[
"ZONE-2",
"manual",
"290.0",
"1",
"290.0"
],
[
"ZONE-4",
"auto",
"290.0",
"1",
"290.0"
],
[
"ZONE-1",
"manual",
"555.0",
"1",
"555.0"
],
[
"ZONE-2",
"auto",
"190.0",
"1",
"190.0"
],
[
"ZONE-4",
"hybrid",
"190.0",
"1",
"190.0"
],
[
"ZONE-3",
"manual",
"900.0",
"1",
"900.0"
],
[
"ZONE-1",
"auto",
"900.0",
"1",
"900.0"
],
[
"ZONE-2",
"manual",
"150.0",
"2",
"440.0"
],
[
"ZONE-3",
"hybrid",
"320.0",
"2",
"1160.0"
],
[
"ZONE-1",
"manual",
"320.0",
"2",
"875.0"
],
[
"ZONE-4",
"auto",
"480.0",
"2",
"770.0"
],
[
"ZONE-2",
"auto",
"480.0",
"2",
"670.0"
],
[
"ZONE-3",
"manual",
"610.0",
"2",
"1510.0"
],
[
"ZONE-4",
"hybrid",
"725.0",
"2",
"915.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q650",
"sql": "SELECT _timestamp, facility_zone, throughput_rate, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rank_by_tput, SUM(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING) AS rolling_sum FROM \"{stream}\" ORDER BY _timestamp",
"category": "window",
"time_offset": {
"start_offset": 38880000000,
"end_offset": 39060000000
},
"expected": {
"columns": [
"facility_zone",
"throughput_rate",
"rank_by_tput",
"rolling_sum"
],
"results": [
[
"ZONE-4",
"190.0",
"4",
"670.0"
],
[
"ZONE-3",
"900.0",
"1",
"1220.0"
],
[
"ZONE-1",
"900.0",
"1",
"1220.0"
],
[
"ZONE-2",
"150.0",
"3",
"630.0"
],
[
"ZONE-3",
"320.0",
"5",
"1830.0"
],
[
"ZONE-1",
"320.0",
"4",
"2060.0"
],
[
"ZONE-4",
"480.0",
"2",
"1395.0"
],
[
"ZONE-2",
"480.0",
"2",
"1355.0"
],
[
"ZONE-3",
"610.0",
"3",
"1770.0"
],
[
"ZONE-4",
"725.0",
"1",
"1495.0"
],
[
"ZONE-2",
"725.0",
"1",
"1205.0"
],
[
"ZONE-1",
"840.0",
"2",
"1715.0"
],
[
"ZONE-3",
"840.0",
"2",
"2005.0"
],
[
"ZONE-4",
"290.0",
"3",
"1015.0"
],
[
"ZONE-1",
"555.0",
"3",
"1395.0"
],
[
"ZONE-3",
"555.0",
"4",
"1395.0"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
}
},
{
"id": "Q651",
"sql": "SELECT _timestamp, facility_zone, throughput_rate, NTH_VALUE(throughput_rate, 2) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS second_tput FROM \"{stream}\" ORDER BY _timestamp LIMIT 15",
"category": "window",
"time_offset": {
"start_offset": 38940000000,
"end_offset": 39120000000
},
"expected": {
"columns": [
"facility_zone",
"throughput_rate",
"second_tput"
],
"results": [
[
"ZONE-1",
"320.0",
"840.0"
],
[
"ZONE-4",
"480.0",
"725.0"
],
[
"ZONE-2",
"480.0",
"725.0"
],
[
"ZONE-3",
"610.0",
"840.0"
],
[
"ZONE-4",
"725.0",
"725.0"
],
[
"ZONE-2",
"725.0",
"725.0"
],
[
"ZONE-1",
"840.0",
"840.0"
],
[
"ZONE-3",
"840.0",
"840.0"
],
[
"ZONE-4",
"290.0",
"725.0"
],
[
"ZONE-1",
"555.0",
"840.0"
],
[
"ZONE-3",
"555.0",
"840.0"
],
[
"ZONE-2",
"190.0",
"725.0"
],
[
"ZONE-4",
"190.0",
"725.0"
],
[
"ZONE-1",
"900.0",
"840.0"
],
[
"ZONE-2",
"150.0",
"725.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q652",
"sql": "SELECT _timestamp, facility_zone, throughput_rate, FIRST_VALUE(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS first_tput, LAST_VALUE(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_tput FROM \"{stream}\" ORDER BY _timestamp LIMIT 15",
"category": "window",
"time_offset": {
"start_offset": 39000000000,
"end_offset": 39180000000
},
"expected": {
"columns": [
"facility_zone",
"throughput_rate",
"first_tput",
"last_tput"
],
"results": [
[
"ZONE-2",
"725.0",
"725.0",
"480.0"
],
[
"ZONE-1",
"840.0",
"840.0",
"610.0"
],
[
"ZONE-3",
"840.0",
"840.0",
"610.0"
],
[
"ZONE-4",
"290.0",
"290.0",
"150.0"
],
[
"ZONE-1",
"555.0",
"840.0",
"610.0"
],
[
"ZONE-3",
"555.0",
"840.0",
"610.0"
],
[
"ZONE-2",
"190.0",
"725.0",
"480.0"
],
[
"ZONE-4",
"190.0",
"290.0",
"150.0"
],
[
"ZONE-1",
"900.0",
"840.0",
"610.0"
],
[
"ZONE-2",
"150.0",
"725.0",
"480.0"
],
[
"ZONE-4",
"150.0",
"290.0",
"150.0"
],
[
"ZONE-3",
"320.0",
"840.0",
"610.0"
],
[
"ZONE-1",
"320.0",
"840.0",
"610.0"
],
[
"ZONE-2",
"480.0",
"725.0",
"480.0"
],
[
"ZONE-3",
"610.0",
"840.0",
"610.0"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
}
},
{
"id": "Q653",
"sql": "WITH ranked AS (SELECT _timestamp, facility_zone, throughput_rate, load_factor, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rn FROM \"{stream}\") SELECT facility_zone, ROUND(AVG(throughput_rate), 1) AS avg_top_tput, COUNT(*) AS top_count FROM ranked WHERE rn <= 3 GROUP BY facility_zone ORDER BY facility_zone",
"category": "window",
"time_offset": {
"start_offset": 39060000000,
"end_offset": 39240000000
},
"expected": {
"columns": [
"facility_zone",
"avg_top_tput",
"top_count"
],
"results": [
[
"ZONE-1",
"610.0",
"3"
],
[
"ZONE-2",
"498.3",
"3"
],
[
"ZONE-3",
"668.3",
"3"
],
[
"ZONE-4",
"401.7",
"3"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
}
},
{
"id": "Q654",
"sql": "SELECT _timestamp, throughput_rate, CUME_DIST() OVER (ORDER BY throughput_rate) AS cume_dist, PERCENT_RANK() OVER (ORDER BY throughput_rate) AS pct_rank FROM \"{stream}\" ORDER BY _timestamp LIMIT 15",
"category": "window",
"time_offset": {
"start_offset": 39120000000,
"end_offset": 39300000000
},
"expected": {
"columns": [
"throughput_rate",
"cume_dist",
"pct_rank"
],
"results": [
[
"150.0",
"0.0625",
"0.0"
],
[
"320.0",
"0.375",
"0.26666666666666666"
],
[
"320.0",
"0.375",
"0.26666666666666666"
],
[
"480.0",
"0.4375",
"0.4"
],
[
"610.0",
"0.6875",
"0.6"
],
[
"610.0",
"0.6875",
"0.6"
],
[
"725.0",
"0.8125",
"0.7333333333333333"
],
[
"725.0",
"0.8125",
"0.7333333333333333"
],
[
"840.0",
"0.875",
"0.8666666666666667"
],
[
"290.0",
"0.25",
"0.13333333333333333"
],
[
"290.0",
"0.25",
"0.13333333333333333"
],
[
"555.0",
"0.5625",
"0.4666666666666667"
],
[
"555.0",
"0.5625",
"0.4666666666666667"
],
[
"190.0",
"0.125",
"0.06666666666666667"
],
[
"900.0",
"1.0",
"0.9333333333333333"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
}
},
{
"id": "Q655",
"sql": "SELECT _timestamp, facility_zone, throughput_rate, NTILE(3) OVER (PARTITION BY facility_zone ORDER BY throughput_rate) AS tput_tertile FROM \"{stream}\" ORDER BY _timestamp LIMIT 15",
"category": "window",
"time_offset": {
"start_offset": 39180000000,
"end_offset": 39360000000
},
"expected": {
"columns": [
"facility_zone",
"throughput_rate",
"tput_tertile"
],
"results": [
[
"ZONE-1",
"610.0",
"2"
],
[
"ZONE-4",
"725.0",
"3"
],
[
"ZONE-2",
"725.0",
"3"
],
[
"ZONE-3",
"840.0",
"2"
],
[
"ZONE-4",
"290.0",
"2"
],
[
"ZONE-2",
"290.0",
"1"
],
[
"ZONE-1",
"555.0",
"1"
],
[
"ZONE-3",
"555.0",
"1"
],
[
"ZONE-4",
"190.0",
"1"
],
[
"ZONE-1",
"900.0",
"3"
],
[
"ZONE-3",
"900.0",
"3"
],
[
"ZONE-2",
"150.0",
"1"
],
[
"ZONE-4",
"150.0",
"1"
],
[
"ZONE-1",
"320.0",
"1"
],
[
"ZONE-2",
"480.0",
"2"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q656",
"sql": "SELECT _timestamp, throughput_rate, SUM(throughput_rate) OVER (ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS running_total, ROUND(AVG(throughput_rate) OVER (ORDER BY _timestamp ROWS BETWEEN 3 PRECEDING AND 3 FOLLOWING), 1) AS moving_avg7 FROM \"{stream}\" ORDER BY _timestamp LIMIT 20",
"category": "window",
"time_offset": {
"start_offset": 39240000000,
"end_offset": 39420000000
},
"expected": {
"columns": [
"throughput_rate",
"running_total",
"moving_avg7"
],
"results": [
[
"290.0",
"290.0",
"397.5"
],
[
"555.0",
"845.0",
"498.0"
],
[
"555.0",
"1400.0",
"565.0"
],
[
"190.0",
"1590.0",
"505.7"
],
[
"900.0",
"2490.0",
"485.7"
],
[
"900.0",
"3390.0",
"452.1"
],
[
"150.0",
"3540.0",
"441.4"
],
[
"150.0",
"3690.0",
"482.9"
],
[
"320.0",
"4010.0",
"441.4"
],
[
"480.0",
"4490.0",
"400.0"
],
[
"480.0",
"4970.0",
"482.1"
],
[
"610.0",
"5580.0",
"580.7"
],
[
"610.0",
"6190.0",
"655.0"
],
[
"725.0",
"6915.0",
"684.2"
],
[
"840.0",
"7755.0",
"725.0"
],
[
"840.0",
"8595.0",
"753.8"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true
}
},
{
"id": "Q717",
"sql": "SELECT DISTINCT facility_zone, FIRST_VALUE(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS first_rate, LAST_VALUE(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_rate FROM \"{stream}\" ORDER BY facility_zone",
"category": "window",
"time_offset": {
"start_offset": 42959000000,
"end_offset": 43033000000
},
"expected": {
"columns": [
"facility_zone",
"first_rate",
"last_rate"
],
"results": [
[
"ZONE-1",
"610.0",
"840.0"
],
[
"ZONE-2",
"725.0",
"725.0"
],
[
"ZONE-3",
"610.0",
"840.0"
],
[
"ZONE-4",
"480.0",
"290.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q718",
"sql": "SELECT DISTINCT operation_mode, FIRST_VALUE(load_factor) OVER (PARTITION BY operation_mode ORDER BY _timestamp) AS first_load, NTH_VALUE(load_factor, 3) OVER (PARTITION BY operation_mode ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS third_load FROM \"{stream}\" ORDER BY operation_mode",
"category": "window",
"time_offset": {
"start_offset": 43019000000,
"end_offset": 43093000000
},
"expected": {
"columns": [
"operation_mode",
"first_load",
"third_load"
],
"results": [
[
"auto",
"33.0",
"88.1"
],
[
"hybrid",
"55.2",
"None"
],
[
"manual",
"55.2",
"None"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q719",
"sql": "SELECT _timestamp, component_name, region_code, latency_ms, AVG(latency_ms) OVER (PARTITION BY component_name ORDER BY _timestamp ROWS BETWEEN 3 PRECEDING AND CURRENT ROW) AS comp_rolling_avg, AVG(latency_ms) OVER (PARTITION BY region_code ORDER BY _timestamp ROWS BETWEEN 3 PRECEDING AND CURRENT ROW) AS region_rolling_avg, MAX(latency_ms) OVER (PARTITION BY component_name) AS comp_max FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 43079000000,
"end_offset": 43153000000
},
"expected": {
"columns": [
"component_name",
"region_code",
"latency_ms",
"comp_rolling_avg",
"region_rolling_avg",
"comp_max"
],
"results": [
[
"charge-checker",
"EU-CENTRAL",
"78",
"78.0",
"78.0",
"78"
],
[
"sorter-engine",
"AP-CENTRAL",
"1900",
"1900.0",
"1900.0",
"1900"
],
[
"sorter-engine",
"AP-CENTRAL",
"1900",
"1900.0",
"1900.0",
"1900"
],
[
"conveyor-driver",
"US-EAST",
"15",
"15.0",
"15.0",
"15"
],
[
"zone-controller",
"US-WEST",
"12",
"12.0",
"12.0",
"12"
],
[
"zone-controller",
"US-WEST",
"12",
"12.0",
"12.0",
"12"
],
[
"scan-hub",
"EU-WEST",
"45",
"45.0",
"45.0",
"45"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q720",
"sql": "SELECT _timestamp, facility_zone, operation_mode, throughput_rate, load_factor, RANK() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS zone_rank, DENSE_RANK() OVER (PARTITION BY operation_mode ORDER BY load_factor DESC) AS mode_dense_rank, PERCENT_RANK() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS zone_pct_rank FROM \"{stream}\" ORDER BY facility_zone, zone_rank LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 43139000000,
"end_offset": 43213000000
},
"expected": {
"columns": [
"facility_zone",
"operation_mode",
"throughput_rate",
"load_factor",
"zone_rank",
"mode_dense_rank",
"zone_pct_rank"
],
"results": [
[
"ZONE-1",
"manual",
"610.0",
"99.0",
"1",
"1",
"0.0"
],
[
"ZONE-2",
"auto",
"725.0",
"12.5",
"1",
"2",
"0.0"
],
[
"ZONE-2",
"manual",
"480.0",
"21.4",
"2",
"3",
"1.0"
],
[
"ZONE-3",
"manual",
"840.0",
"33.0",
"1",
"2",
"0.0"
],
[
"ZONE-3",
"hybrid",
"320.0",
"67.9",
"2",
"1",
"1.0"
],
[
"ZONE-4",
"hybrid",
"725.0",
"12.5",
"1",
"2",
"0.0"
],
[
"ZONE-4",
"auto",
"480.0",
"21.4",
"2",
"1",
"1.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q721",
"sql": "SELECT facility_zone, operation_mode, avg_tput, rn FROM (SELECT facility_zone, operation_mode, AVG(throughput_rate) OVER (PARTITION BY facility_zone, operation_mode) AS avg_tput, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rn FROM \"{stream}\") sub WHERE rn <= 3 ORDER BY facility_zone, rn",
"category": "window",
"time_offset": {
"start_offset": 43199000000,
"end_offset": 43273000000
},
"expected": {
"columns": [
"facility_zone",
"operation_mode",
"avg_tput",
"rn"
],
"results": [
[
"ZONE-1",
"auto",
"840.0",
"1"
],
[
"ZONE-1",
"manual",
"555.0",
"2"
],
[
"ZONE-2",
"manual",
"290.0",
"1"
],
[
"ZONE-3",
"manual",
"840.0",
"1"
],
[
"ZONE-3",
"hybrid",
"555.0",
"2"
],
[
"ZONE-4",
"hybrid",
"725.0",
"1"
],
[
"ZONE-4",
"auto",
"190.0",
"2"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q722",
"sql": "SELECT _timestamp, component_name, latency_ms, AVG(latency_ms) OVER w AS rolling_avg, MIN(latency_ms) OVER w AS rolling_min, MAX(latency_ms) OVER w AS rolling_max FROM \"{stream}\" WHERE latency_ms IS NOT NULL WINDOW w AS (PARTITION BY component_name ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) ORDER BY _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 43259000000,
"end_offset": 43333000000
},
"expected": {
"columns": [
"component_name",
"latency_ms",
"rolling_avg",
"rolling_min",
"rolling_max"
],
"results": [
[
"temp-regulator",
"3200",
"3200.0",
"3200",
"3200"
],
[
"charge-checker",
"78",
"78.0",
"78",
"78"
],
[
"charge-checker",
"78",
"78.0",
"78",
"78"
],
[
"sorter-engine",
"1900",
"1900.0",
"1900",
"1900"
],
[
"conveyor-driver",
"15",
"15.0",
"15",
"15"
],
[
"conveyor-driver",
"15",
"15.0",
"15",
"15"
],
[
"zone-controller",
"12",
"12.0",
"12",
"12"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q723",
"sql": "SELECT _timestamp, facility_zone, throughput_rate, SUM(throughput_rate) OVER w AS cum_sum, AVG(throughput_rate) OVER w AS cum_avg FROM \"{stream}\" WINDOW w AS (PARTITION BY facility_zone ORDER BY _timestamp ROWS UNBOUNDED PRECEDING) ORDER BY facility_zone, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 43319000000,
"end_offset": 43393000000
},
"expected": {
"columns": [
"facility_zone",
"throughput_rate",
"cum_sum",
"cum_avg"
],
"results": [
[
"ZONE-1",
"320.0",
"320.0",
"320.0"
],
[
"ZONE-1",
"610.0",
"930.0",
"465.0"
],
[
"ZONE-2",
"150.0",
"150.0",
"150.0"
],
[
"ZONE-2",
"725.0",
"875.0",
"437.5"
],
[
"ZONE-3",
"320.0",
"320.0",
"320.0"
],
[
"ZONE-3",
"610.0",
"930.0",
"465.0"
],
[
"ZONE-4",
"480.0",
"480.0",
"480.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q724",
"sql": "SELECT _timestamp, component_name, latency_ms, LAG(latency_ms, 1) OVER (PARTITION BY component_name ORDER BY _timestamp) AS prev_lat, LEAD(latency_ms, 1) OVER (PARTITION BY component_name ORDER BY _timestamp) AS next_lat, latency_ms - LAG(latency_ms, 1) OVER (PARTITION BY component_name ORDER BY _timestamp) AS delta FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY component_name, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 43379000000,
"end_offset": 43453000000
},
"expected": {
"columns": [
"component_name",
"latency_ms",
"prev_lat",
"next_lat",
"delta"
],
"results": [
[
"batch-sync",
"1450",
"None",
"1450",
"None"
],
[
"batch-sync",
"1450",
"1450",
"None",
"0"
],
[
"lane-monitor",
"567",
"None",
"567",
"None"
],
[
"lane-monitor",
"567",
"567",
"None",
"0"
],
[
"pallet-mapper",
"89",
"None",
"None",
"None"
],
[
"temp-regulator",
"3200",
"None",
"None",
"None"
],
[
"track-router",
"230",
"None",
"None",
"None"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true,
"skip_row_count": true,
"skip_column_check": true
}
},
{
"id": "Q725",
"sql": "SELECT _timestamp, facility_zone, throughput_rate, LAG(throughput_rate, 2) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS two_back, LEAD(throughput_rate, 2) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS two_forward, throughput_rate - LAG(throughput_rate, 1) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS step_change FROM \"{stream}\" ORDER BY facility_zone, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 43439000000,
"end_offset": 43513000000
},
"expected": {
"columns": [
"facility_zone",
"throughput_rate",
"two_back",
"two_forward",
"step_change"
],
"results": [
[
"ZONE-1",
"555.0",
"None",
"None",
"None"
],
[
"ZONE-1",
"900.0",
"None",
"None",
"345.0"
],
[
"ZONE-2",
"190.0",
"None",
"None",
"None"
],
[
"ZONE-3",
"555.0",
"None",
"None",
"None"
],
[
"ZONE-3",
"900.0",
"None",
"None",
"345.0"
],
[
"ZONE-4",
"290.0",
"None",
"None",
"None"
],
[
"ZONE-4",
"150.0",
"None",
"None",
"-140.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q726",
"sql": "SELECT _timestamp, sorter_model, facility_zone, throughput_rate, load_factor, SUM(CASE WHEN throughput_rate > 400 THEN 1 ELSE 0 END) OVER (PARTITION BY sorter_model ORDER BY _timestamp ROWS UNBOUNDED PRECEDING) AS high_rate_cnt, AVG(CASE WHEN load_factor > 50 THEN load_factor END) OVER (PARTITION BY sorter_model ORDER BY _timestamp ROWS UNBOUNDED PRECEDING) AS avg_high_load FROM \"{stream}\" ORDER BY sorter_model, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 43499000000,
"end_offset": 43573000000
},
"expected": {
"columns": [
"sorter_model",
"facility_zone",
"throughput_rate",
"load_factor",
"high_rate_cnt",
"avg_high_load"
],
"results": [
[
"SORT-A7",
"ZONE-4",
"150.0",
"45.3",
"0",
"None"
],
[
"SORT-A7",
"ZONE-4",
"480.0",
"21.4",
"1",
"None"
],
[
"SORT-M3",
"ZONE-1",
"900.0",
"94.6",
"1",
"94.6"
],
[
"SORT-M3",
"ZONE-1",
"610.0",
"99.0",
"2",
"96.8"
],
[
"SORT-Q5",
"ZONE-2",
"480.0",
"21.4",
"1",
"None"
],
[
"SORT-X1",
"ZONE-3",
"320.0",
"67.9",
"0",
"67.9"
],
[
"SORT-Z9",
"ZONE-2",
"150.0",
"45.3",
"0",
"None"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q727",
"sql": "SELECT _timestamp, component_name, latency_ms, NTILE(5) OVER (ORDER BY latency_ms) AS latency_quintile, CUME_DIST() OVER (ORDER BY latency_ms) AS latency_cume_dist FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY latency_ms ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 43559000000,
"end_offset": 43633000000
},
"expected": {
"columns": [
"component_name",
"latency_ms",
"latency_quintile",
"latency_cume_dist"
],
"results": [
[
"scan-hub",
"45",
"1",
"0.14285714285714285"
],
[
"pallet-mapper",
"89",
"1",
"0.42857142857142855"
],
[
"pallet-mapper",
"89",
"2",
"0.42857142857142855"
],
[
"track-router",
"230",
"2",
"0.7142857142857143"
],
[
"track-router",
"230",
"3",
"0.7142857142857143"
],
[
"lane-monitor",
"567",
"4",
"0.8571428571428571"
],
[
"batch-sync",
"1450",
"5",
"1.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q728",
"sql": "SELECT _timestamp, facility_zone, throughput_rate, NTILE(3) OVER (PARTITION BY facility_zone ORDER BY throughput_rate) AS tput_tertile, CUME_DIST() OVER (PARTITION BY facility_zone ORDER BY throughput_rate) AS tput_cume_dist FROM \"{stream}\" ORDER BY facility_zone, throughput_rate ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 43619000000,
"end_offset": 43693000000
},
"expected": {
"columns": [
"facility_zone",
"throughput_rate",
"tput_tertile",
"tput_cume_dist"
],
"results": [
[
"ZONE-1",
"555.0",
"1",
"1.0"
],
[
"ZONE-2",
"190.0",
"1",
"0.5"
],
[
"ZONE-2",
"290.0",
"2",
"1.0"
],
[
"ZONE-3",
"840.0",
"1",
"0.5"
],
[
"ZONE-3",
"900.0",
"2",
"1.0"
],
[
"ZONE-4",
"190.0",
"1",
"0.5"
],
[
"ZONE-4",
"290.0",
"2",
"1.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q729",
"sql": "SELECT facility_zone, component_name, cnt, RANK() OVER (PARTITION BY facility_zone ORDER BY cnt DESC) AS rank_by_cnt, SUM(cnt) OVER (PARTITION BY facility_zone) AS zone_total FROM (SELECT facility_zone, component_name, COUNT(*) AS cnt FROM \"{stream}\" GROUP BY facility_zone, component_name) agg ORDER BY facility_zone, rank_by_cnt LIMIT 12",
"category": "window",
"time_offset": {
"start_offset": 43679000000,
"end_offset": 43753000000
},
"expected": {
"columns": [
"facility_zone",
"component_name",
"cnt",
"rank_by_cnt",
"zone_total"
],
"results": [
[
"ZONE-1",
"sorter-engine",
"1",
"1",
"2"
],
[
"ZONE-1",
"zone-controller",
"1",
"1",
"2"
],
[
"ZONE-2",
"conveyor-driver",
"1",
"1",
"1"
],
[
"ZONE-3",
"sorter-engine",
"1",
"1",
"2"
],
[
"ZONE-3",
"zone-controller",
"1",
"1",
"2"
],
[
"ZONE-4",
"charge-checker",
"1",
"1",
"2"
],
[
"ZONE-4",
"scan-hub",
"1",
"1",
"2"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q730",
"sql": "SELECT region_code, component_name, avg_lat, ROW_NUMBER() OVER (PARTITION BY region_code ORDER BY avg_lat DESC) AS lat_rank, AVG(avg_lat) OVER (PARTITION BY region_code) AS region_avg FROM (SELECT region_code, component_name, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat FROM \"{stream}\" GROUP BY region_code, component_name) sub ORDER BY region_code, lat_rank LIMIT 12",
"category": "window",
"time_offset": {
"start_offset": 43739000000,
"end_offset": 43813000000
},
"expected": {
"columns": [
"region_code",
"component_name",
"avg_lat",
"lat_rank",
"region_avg"
],
"results": [
[
"AP-EAST",
"pallet-mapper",
"89.0",
"1",
"89.0"
],
[
"AP-SOUTH",
"batch-sync",
"1450.0",
"1",
"1450.0"
],
[
"EU-NORTH",
"track-router",
"230.0",
"1",
"230.0"
],
[
"EU-WEST",
"scan-hub",
"45.0",
"1",
"45.0"
],
[
"US-WEST",
"zone-controller",
"12.0",
"1",
"12.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q731",
"sql": "SELECT _timestamp, facility_zone, throughput_rate, AVG(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING) AS three_point_avg, MIN(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS running_min, MAX(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN CURRENT ROW AND UNBOUNDED FOLLOWING) AS future_max FROM \"{stream}\" ORDER BY facility_zone, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 43799000000,
"end_offset": 43873000000
},
"expected": {
"columns": [
"facility_zone",
"throughput_rate",
"three_point_avg",
"running_min",
"future_max"
],
"results": [
[
"ZONE-1",
"840.0",
"697.5",
"840.0",
"840.0"
],
[
"ZONE-1",
"555.0",
"697.5",
"555.0",
"555.0"
],
[
"ZONE-2",
"725.0",
"457.5",
"725.0",
"725.0"
],
[
"ZONE-2",
"190.0",
"457.5",
"190.0",
"190.0"
],
[
"ZONE-3",
"840.0",
"697.5",
"840.0",
"840.0"
],
[
"ZONE-3",
"555.0",
"697.5",
"555.0",
"555.0"
],
[
"ZONE-4",
"290.0",
"290.0",
"290.0",
"290.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q732",
"sql": "SELECT _timestamp, COALESCE(scan_category, 'unknown') AS scan_type, latency_ms, ROW_NUMBER() OVER (PARTITION BY COALESCE(scan_category, 'unknown') ORDER BY latency_ms) AS rn_by_scan, AVG(latency_ms) OVER (PARTITION BY COALESCE(scan_category, 'unknown')) AS avg_by_scan FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY scan_type, rn_by_scan LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 43859000000,
"end_offset": 43933000000
},
"expected": {
"columns": [
"scan_type",
"latency_ms",
"rn_by_scan",
"avg_by_scan"
],
"results": [
[
"inbound",
"12",
"1",
"810.5"
],
[
"inbound",
"15",
"2",
"810.5"
],
[
"inbound",
"15",
"3",
"810.5"
],
[
"inbound",
"3200",
"4",
"810.5"
],
[
"internal",
"1900",
"1",
"1900.0"
],
[
"outbound",
"78",
"1",
"78.0"
],
[
"outbound",
"78",
"2",
"78.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q733",
"sql": "SELECT _timestamp, log, component_name, true AS has_warehouse, ROW_NUMBER() OVER (PARTITION BY component_name ORDER BY _timestamp) AS rn FROM \"{stream}\" WHERE match_all('warehouse') ORDER BY component_name, rn LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 43919000000,
"end_offset": 43993000000
},
"expected": {
"columns": [
"log",
"component_name",
"has_warehouse",
"rn"
],
"results": [
[
"Q733 warehouse event record 4",
"batch-sync",
"True",
"1"
],
[
"Q733 warehouse event record 0 ACK batch batchIdList:Q733-0",
"conveyor-driver",
"True",
"1"
],
[
"Q733 warehouse event record 2",
"scan-hub",
"True",
"1"
],
[
"Q733 warehouse event record 3 ACK batch batchIdList:Q733-3",
"track-router",
"True",
"1"
],
[
"Q734 warehouse event record 0 ACK batch batchIdList:Q734-0",
"track-router",
"True",
"2"
],
[
"Q732 warehouse event record 4",
"zone-controller",
"True",
"1"
],
[
"Q733 warehouse event record 1",
"zone-controller",
"True",
"2"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true,
"skip_row_count": true,
"skip_column_check": true
}
},
{
"id": "Q734",
"sql": "SELECT component_name, SUM(CASE WHEN match_all('error') THEN 1 ELSE 0 END) AS error_hits, COUNT(*) AS total_hits, RANK() OVER (ORDER BY SUM(CASE WHEN match_all('error') THEN 1 ELSE 0 END) DESC) AS error_rank FROM \"{stream}\" GROUP BY component_name ORDER BY error_rank LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 43979000000,
"end_offset": 44053000000
},
"expected": {
"columns": [
"component_name",
"error_hits",
"total_hits",
"error_rank"
],
"results": [
[
"batch-sync",
"0",
"2",
"1"
],
[
"lane-monitor",
"0",
"2",
"1"
],
[
"track-router",
"0",
"1",
"1"
],
[
"pallet-mapper",
"0",
"1",
"1"
],
[
"temp-regulator",
"0",
"1",
"1"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true,
"skip_row_count": true,
"skip_column_check": true
}
},
{
"id": "Q735",
"sql": "SELECT DISTINCT facility_zone, NTH_VALUE(throughput_rate, 2) OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS second_highest_rate, NTH_VALUE(load_factor, 2) OVER (PARTITION BY facility_zone ORDER BY load_factor DESC ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS second_highest_load FROM \"{stream}\" ORDER BY facility_zone",
"category": "window",
"time_offset": {
"start_offset": 44039000000,
"end_offset": 44113000000
},
"expected": {
"columns": [
"facility_zone",
"second_highest_rate",
"second_highest_load"
],
"results": [
[
"ZONE-1",
"555.0",
"72.8"
],
[
"ZONE-2",
"150.0",
"45.3"
],
[
"ZONE-3",
"555.0",
"72.8"
],
[
"ZONE-4",
"None",
"None"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q736",
"sql": "SELECT facility_zone, operation_mode, SUM(throughput_rate) AS total_rate, SUM(throughput_rate) * 100.0 / NULLIF(SUM(SUM(throughput_rate)) OVER (PARTITION BY facility_zone), 0) AS pct_of_zone FROM \"{stream}\" GROUP BY facility_zone, operation_mode ORDER BY facility_zone, pct_of_zone DESC",
"category": "window",
"time_offset": {
"start_offset": 44099000000,
"end_offset": 44173000000
},
"expected": {
"columns": [
"facility_zone",
"operation_mode",
"total_rate",
"pct_of_zone"
],
"results": [
[
"ZONE-1",
"manual",
"320.0",
"100.0"
],
[
"ZONE-2",
"auto",
"480.0",
"76.19047619047619"
],
[
"ZONE-2",
"manual",
"150.0",
"23.80952380952381"
],
[
"ZONE-3",
"hybrid",
"900.0",
"59.602649006622514"
],
[
"ZONE-3",
"manual",
"610.0",
"40.397350993377486"
],
[
"ZONE-4",
"hybrid",
"480.0",
"76.19047619047619"
],
[
"ZONE-4",
"auto",
"150.0",
"23.80952380952381"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q737",
"sql": "WITH base AS (SELECT _timestamp, facility_zone, operation_mode, throughput_rate, load_factor FROM \"{stream}\" WHERE throughput_rate > 100) SELECT *, AVG(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND CURRENT ROW) AS rolling_avg FROM base ORDER BY facility_zone, _timestamp ASC LIMIT 12",
"category": "window",
"time_offset": {
"start_offset": 44159000000,
"end_offset": 44233000000
},
"expected": {
"columns": [
"facility_zone",
"operation_mode",
"throughput_rate",
"load_factor",
"rolling_avg"
],
"results": [
[
"ZONE-1",
"auto",
"610.0",
"99.0",
"610.0"
],
[
"ZONE-1",
"manual",
"840.0",
"33.0",
"725.0"
],
[
"ZONE-2",
"manual",
"725.0",
"12.5",
"725.0"
],
[
"ZONE-3",
"manual",
"610.0",
"99.0",
"610.0"
],
[
"ZONE-3",
"hybrid",
"840.0",
"33.0",
"725.0"
],
[
"ZONE-4",
"hybrid",
"480.0",
"21.4",
"480.0"
],
[
"ZONE-4",
"auto",
"290.0",
"55.2",
"385.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q738",
"sql": "SELECT facility_zone, rn, COUNT(*) AS cnt, AVG(throughput_rate) AS avg_rate FROM (SELECT facility_zone, throughput_rate, ROW_NUMBER() OVER (PARTITION BY facility_zone ORDER BY throughput_rate DESC) AS rn FROM \"{stream}\") ranked WHERE rn <= 3 GROUP BY facility_zone, rn ORDER BY facility_zone, rn",
"category": "window",
"time_offset": {
"start_offset": 44219000000,
"end_offset": 44293000000
},
"expected": {
"columns": [
"facility_zone",
"rn",
"cnt",
"avg_rate"
],
"results": [
[
"ZONE-1",
"1",
"1",
"900.0"
],
[
"ZONE-1",
"2",
"1",
"840.0"
],
[
"ZONE-2",
"1",
"1",
"290.0"
],
[
"ZONE-2",
"2",
"1",
"190.0"
],
[
"ZONE-3",
"1",
"1",
"555.0"
],
[
"ZONE-4",
"1",
"1",
"290.0"
],
[
"ZONE-4",
"2",
"1",
"190.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q739",
"sql": "SELECT _timestamp, component_name, latency_ms, LAG(latency_ms, 2, 0) OVER (PARTITION BY component_name ORDER BY _timestamp) AS prev2_lat, LEAD(latency_ms, 2, 0) OVER (PARTITION BY component_name ORDER BY _timestamp) AS next2_lat FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY component_name, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 44279000000,
"end_offset": 44353000000
},
"expected": {
"columns": [
"component_name",
"latency_ms",
"prev2_lat",
"next2_lat"
],
"results": [
[
"charge-checker",
"78",
"0",
"0"
],
[
"conveyor-driver",
"15",
"0",
"0"
],
[
"scan-hub",
"45",
"0",
"0"
],
[
"sorter-engine",
"1900",
"0",
"0"
],
[
"sorter-engine",
"1900",
"0",
"0"
],
[
"zone-controller",
"12",
"0",
"0"
],
[
"zone-controller",
"12",
"0",
"0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q740",
"sql": "SELECT _timestamp, facility_zone, throughput_rate, load_factor, ROW_NUMBER() OVER (ORDER BY _timestamp) AS global_seq, SUM(throughput_rate) OVER (ORDER BY _timestamp) AS cum_tput, AVG(load_factor) OVER (ORDER BY _timestamp ROWS BETWEEN 4 PRECEDING AND CURRENT ROW) AS trailing_avg FROM \"{stream}\" ORDER BY _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 44339000000,
"end_offset": 44413000000
},
"expected": {
"columns": [
"facility_zone",
"throughput_rate",
"load_factor",
"global_seq",
"cum_tput",
"trailing_avg"
],
"results": [
[
"ZONE-3",
"320.0",
"67.9",
"1",
"320.0",
"67.9"
],
[
"ZONE-2",
"480.0",
"21.4",
"2",
"800.0",
"44.650000000000006"
],
[
"ZONE-4",
"480.0",
"21.4",
"3",
"1280.0",
"36.900000000000006"
],
[
"ZONE-1",
"610.0",
"99.0",
"4",
"1890.0",
"52.425000000000004"
],
[
"ZONE-2",
"725.0",
"12.5",
"5",
"2615.0",
"44.440000000000005"
],
[
"ZONE-4",
"725.0",
"12.5",
"6",
"3340.0",
"33.36"
],
[
"ZONE-3",
"840.0",
"33.0",
"7",
"4180.0",
"35.68"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q741",
"sql": "SELECT _timestamp, conveyor_lane, facility_zone, throughput_rate, FIRST_VALUE(throughput_rate) OVER (PARTITION BY conveyor_lane ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) AS window_first, LAST_VALUE(throughput_rate) OVER (PARTITION BY conveyor_lane ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) AS window_last FROM \"{stream}\" ORDER BY conveyor_lane, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 44399000000,
"end_offset": 44473000000
},
"expected": {
"columns": [
"conveyor_lane",
"facility_zone",
"throughput_rate",
"window_first",
"window_last"
],
"results": [
[
"LANE-A",
"ZONE-4",
"725.0",
"725.0",
"190.0"
],
[
"LANE-A",
"ZONE-4",
"190.0",
"725.0",
"190.0"
],
[
"LANE-B",
"ZONE-1",
"840.0",
"840.0",
"555.0"
],
[
"LANE-B",
"ZONE-1",
"555.0",
"840.0",
"555.0"
],
[
"LANE-C",
"ZONE-2",
"290.0",
"290.0",
"290.0"
],
[
"LANE-D",
"ZONE-3",
"840.0",
"840.0",
"555.0"
],
[
"LANE-D",
"ZONE-3",
"555.0",
"840.0",
"555.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q742",
"sql": "SELECT _timestamp, pallet_id, cell_temp, cell_temp - LAG(cell_temp) OVER (PARTITION BY pallet_id ORDER BY _timestamp) AS temp_delta, AVG(cell_temp) OVER (PARTITION BY pallet_id ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND CURRENT ROW) AS rolling_temp FROM \"{stream}\" ORDER BY pallet_id, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 44459000000,
"end_offset": 44533000000
},
"expected": {
"columns": [
"pallet_id",
"cell_temp",
"temp_delta",
"rolling_temp"
],
"results": [
[
"PL-001",
"30.1",
"None",
"30.1"
],
[
"PL-002",
"35.7",
"None",
"35.7"
],
[
"PL-003",
"19.2",
"None",
"19.2"
],
[
"PL-004",
"35.7",
"None",
"35.7"
],
[
"PL-006",
"26.3",
"None",
"26.3"
],
[
"PL-007",
"22.0",
"None",
"22.0"
],
[
"PL-008",
"26.3",
"None",
"26.3"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q743",
"sql": "SELECT _timestamp, component_name, region_code, latency_ms, SUM(latency_ms) OVER (PARTITION BY component_name ORDER BY _timestamp) AS cum_lat, COUNT(*) OVER (PARTITION BY component_name ORDER BY _timestamp) AS running_cnt, AVG(latency_ms) OVER (PARTITION BY component_name) AS avg_lat FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY component_name, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 44519000000,
"end_offset": 44593000000
},
"expected": {
"columns": [
"component_name",
"region_code",
"latency_ms",
"cum_lat",
"running_cnt",
"avg_lat"
],
"results": [
[
"batch-sync",
"AP-SOUTH",
"1450",
"1450",
"1",
"1450.0"
],
[
"conveyor-driver",
"US-EAST",
"15",
"15",
"1",
"15.0"
],
[
"scan-hub",
"EU-WEST",
"45",
"45",
"1",
"45.0"
],
[
"track-router",
"EU-NORTH",
"230",
"230",
"1",
"230.0"
],
[
"track-router",
"EU-NORTH",
"230",
"460",
"2",
"230.0"
],
[
"zone-controller",
"US-WEST",
"12",
"12",
"1",
"12.0"
],
[
"zone-controller",
"US-WEST",
"12",
"24",
"2",
"12.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q744",
"sql": "SELECT _timestamp, COALESCE(bot_flag, passthrough_flag) AS flag_status, latency_ms, ROW_NUMBER() OVER (PARTITION BY COALESCE(bot_flag, passthrough_flag) ORDER BY latency_ms DESC) AS rn FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY flag_status, rn LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 44579000000,
"end_offset": 44653000000
},
"expected": {
"columns": [
"flag_status",
"latency_ms",
"rn"
],
"results": [
[
"false",
"1450",
"1"
],
[
"false",
"1450",
"2"
],
[
"false",
"567",
"3"
],
[
"false",
"567",
"4"
],
[
"false",
"89",
"5"
],
[
"true",
"3200",
"1"
],
[
"verified_bot",
"230",
"1"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q745",
"sql": "SELECT _timestamp, operation_mode, throughput_rate, charge_remaining, RANK() OVER (PARTITION BY operation_mode ORDER BY throughput_rate DESC, charge_remaining DESC) AS combined_rank, DENSE_RANK() OVER (PARTITION BY operation_mode ORDER BY throughput_rate DESC) AS tput_rank FROM \"{stream}\" ORDER BY operation_mode, combined_rank LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 44639000000,
"end_offset": 44713000000
},
"expected": {
"columns": [
"operation_mode",
"throughput_rate",
"charge_remaining",
"combined_rank",
"tput_rank"
],
"results": [
[
"auto",
"555.0",
"10.0",
"1",
"1"
],
[
"auto",
"150.0",
"58.0",
"2",
"2"
],
[
"hybrid",
"900.0",
"42.5",
"1",
"1"
],
[
"hybrid",
"290.0",
"66.6",
"2",
"2"
],
[
"manual",
"900.0",
"42.5",
"1",
"1"
],
[
"manual",
"555.0",
"10.0",
"2",
"2"
],
[
"manual",
"190.0",
"25.0",
"3",
"3"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q746",
"sql": "SELECT _timestamp, facility_zone, sorter_model, throughput_rate, ROUND(throughput_rate / NULLIF(FIRST_VALUE(throughput_rate) OVER (PARTITION BY facility_zone, sorter_model ORDER BY _timestamp), 0), 3) AS relative_to_first FROM \"{stream}\" ORDER BY facility_zone, sorter_model, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 44699000000,
"end_offset": 44773000000
},
"expected": {
"columns": [
"facility_zone",
"sorter_model",
"throughput_rate",
"relative_to_first"
],
"results": [
[
"ZONE-1",
"SORT-M3",
"900.0",
"1.0"
],
[
"ZONE-1",
"SORT-M3",
"610.0",
"0.678"
],
[
"ZONE-2",
"SORT-Q5",
"150.0",
"1.0"
],
[
"ZONE-2",
"SORT-Z9",
"480.0",
"1.0"
],
[
"ZONE-3",
"SORT-X1",
"320.0",
"1.0"
],
[
"ZONE-4",
"SORT-A7",
"150.0",
"1.0"
],
[
"ZONE-4",
"SORT-A7",
"480.0",
"3.2"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q747",
"sql": "SELECT _timestamp, component_name, latency_ms, LAG(latency_ms, 1) OVER (PARTITION BY component_name ORDER BY _timestamp) AS prev_lat, latency_ms - LAG(latency_ms, 1) OVER (PARTITION BY component_name ORDER BY _timestamp) AS delta, CASE WHEN latency_ms > LAG(latency_ms, 1) OVER (PARTITION BY component_name ORDER BY _timestamp) THEN 'increased' ELSE 'decreased' END AS trend FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY component_name, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 44759000000,
"end_offset": 44833000000
},
"expected": {
"columns": [
"component_name",
"latency_ms",
"prev_lat",
"delta",
"trend"
],
"results": [
[
"batch-sync",
"1450",
"None",
"None",
"decreased"
],
[
"lane-monitor",
"567",
"None",
"None",
"decreased"
],
[
"pallet-mapper",
"89",
"None",
"None",
"decreased"
],
[
"pallet-mapper",
"89",
"89",
"0",
"decreased"
],
[
"scan-hub",
"45",
"None",
"None",
"decreased"
],
[
"track-router",
"230",
"None",
"None",
"decreased"
],
[
"track-router",
"230",
"230",
"0",
"decreased"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true,
"skip_row_count": true,
"skip_column_check": true
}
},
{
"id": "Q748",
"sql": "SELECT facility_zone, avg_tput, LAG(avg_tput) OVER (ORDER BY avg_tput DESC) AS prev_avg, avg_tput - LAG(avg_tput) OVER (ORDER BY avg_tput DESC) AS drop_from_prev FROM (SELECT facility_zone, AVG(throughput_rate) AS avg_tput FROM \"{stream}\" GROUP BY facility_zone) zone_avgs ORDER BY avg_tput DESC",
"category": "window",
"time_offset": {
"start_offset": 44819000000,
"end_offset": 44893000000
},
"expected": {
"columns": [
"facility_zone",
"avg_tput",
"prev_avg",
"drop_from_prev"
],
"results": [
[
"ZONE-3",
"870.0",
"None",
"None"
],
[
"ZONE-1",
"555.0",
"870.0",
"-315.0"
],
[
"ZONE-2",
"240.0",
"555.0",
"-315.0"
],
[
"ZONE-4",
"240.0",
"240.0",
"0.0"
]
],
"results_mode": "rowsort",
"skip_sqllogictest": true,
"skip_row_count": true,
"skip_column_check": true
}
},
{
"id": "Q749",
"sql": "SELECT _timestamp, pallet_id, throughput_rate, SUM(throughput_rate) OVER (ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW) AS running_total, AVG(throughput_rate) OVER (ORDER BY _timestamp ROWS BETWEEN 4 PRECEDING AND CURRENT ROW) AS trailing_5pt_avg FROM \"{stream}\" ORDER BY _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 44879000000,
"end_offset": 44953000000
},
"expected": {
"columns": [
"pallet_id",
"throughput_rate",
"running_total",
"trailing_5pt_avg"
],
"results": [
[
"PL-002",
"190.0",
"190.0",
"190.0"
],
[
"PL-001",
"900.0",
"1090.0",
"545.0"
],
[
"PL-003",
"900.0",
"1990.0",
"663.3333333333334"
],
[
"PL-004",
"150.0",
"2140.0",
"535.0"
],
[
"PL-005",
"320.0",
"2460.0",
"492.0"
],
[
"PL-007",
"320.0",
"2780.0",
"518.0"
],
[
"PL-006",
"480.0",
"3260.0",
"434.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q750",
"sql": "SELECT _timestamp, component_name, region_code, latency_ms, AVG(latency_ms) OVER w1 AS comp_avg, AVG(latency_ms) OVER w2 AS region_avg FROM \"{stream}\" WHERE latency_ms IS NOT NULL WINDOW w1 AS (PARTITION BY component_name ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING), w2 AS (PARTITION BY region_code ORDER BY _timestamp ROWS BETWEEN 2 PRECEDING AND 2 FOLLOWING) ORDER BY _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 44939000000,
"end_offset": 45013000000
},
"expected": {
"columns": [
"component_name",
"region_code",
"latency_ms",
"comp_avg",
"region_avg"
],
"results": [
[
"zone-controller",
"US-WEST",
"12",
"12.0",
"12.0"
],
[
"scan-hub",
"EU-WEST",
"45",
"45.0",
"45.0"
],
[
"scan-hub",
"EU-WEST",
"45",
"45.0",
"45.0"
],
[
"track-router",
"EU-NORTH",
"230",
"230.0",
"230.0"
],
[
"batch-sync",
"AP-SOUTH",
"1450",
"1450.0",
"1450.0"
],
[
"batch-sync",
"AP-SOUTH",
"1450",
"1450.0",
"1450.0"
],
[
"pallet-mapper",
"AP-EAST",
"89",
"89.0",
"89.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q751",
"sql": "SELECT DISTINCT control_center, FIRST_VALUE(sorter_model) OVER (PARTITION BY control_center ORDER BY _timestamp) AS first_sorter, LAST_VALUE(sorter_model) OVER (PARTITION BY control_center ORDER BY _timestamp ROWS BETWEEN UNBOUNDED PRECEDING AND UNBOUNDED FOLLOWING) AS last_sorter FROM \"{stream}\" ORDER BY control_center",
"category": "window",
"time_offset": {
"start_offset": 44999000000,
"end_offset": 45073000000
},
"expected": {
"columns": [
"control_center",
"first_sorter",
"last_sorter"
],
"results": [
[
"CC-ALPHA",
"SORT-Q5",
"SORT-Z9"
],
[
"CC-BETA",
"SORT-X1",
"SORT-X1"
],
[
"CC-DELTA",
"SORT-M3",
"SORT-M3"
],
[
"CC-GAMMA",
"SORT-A7",
"SORT-A7"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q752",
"sql": "SELECT DISTINCT component_name, region_code, MAX(latency_ms) OVER (PARTITION BY component_name) AS max_lat, MIN(latency_ms) OVER (PARTITION BY component_name) AS min_lat FROM \"{stream}\" WHERE latency_ms IS NOT NULL ORDER BY component_name, region_code LIMIT 12",
"category": "window",
"time_offset": {
"start_offset": 45059000000,
"end_offset": 45133000000
},
"expected": {
"columns": [
"component_name",
"region_code",
"max_lat",
"min_lat"
],
"results": [
[
"charge-checker",
"EU-CENTRAL",
"78",
"78"
],
[
"conveyor-driver",
"US-EAST",
"15",
"15"
],
[
"sorter-engine",
"AP-CENTRAL",
"1900",
"1900"
],
[
"temp-regulator",
"US-CENTRAL",
"3200",
"3200"
],
[
"zone-controller",
"US-WEST",
"12",
"12"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q753",
"sql": "SELECT _timestamp, facility_zone, throughput_rate, LAG(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS prev_rate, LEAD(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp) AS next_rate, AVG(throughput_rate) OVER (PARTITION BY facility_zone ORDER BY _timestamp ROWS BETWEEN 1 PRECEDING AND 1 FOLLOWING) AS smooth_rate FROM \"{stream}\" ORDER BY facility_zone, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 45119000000,
"end_offset": 45193000000
},
"expected": {
"columns": [
"facility_zone",
"throughput_rate",
"prev_rate",
"next_rate",
"smooth_rate"
],
"results": [
[
"ZONE-1",
"320.0",
"None",
"610.0",
"465.0"
],
[
"ZONE-1",
"610.0",
"320.0",
"None",
"465.0"
],
[
"ZONE-2",
"480.0",
"None",
"None",
"480.0"
],
[
"ZONE-3",
"320.0",
"None",
"610.0",
"465.0"
],
[
"ZONE-3",
"610.0",
"320.0",
"None",
"465.0"
],
[
"ZONE-4",
"150.0",
"None",
"725.0",
"437.5"
],
[
"ZONE-4",
"725.0",
"150.0",
"None",
"437.5"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q754",
"sql": "SELECT operation_mode, auth_result, avg_lat, RANK() OVER (PARTITION BY operation_mode ORDER BY avg_lat DESC) AS rk FROM (SELECT operation_mode, auth_result, AVG(CAST(latency_ms AS FLOAT)) AS avg_lat FROM \"{stream}\" WHERE latency_ms IS NOT NULL GROUP BY operation_mode, auth_result) sub ORDER BY operation_mode, rk LIMIT 12",
"category": "window",
"time_offset": {
"start_offset": 45179000000,
"end_offset": 45253000000
},
"expected": {
"columns": [
"operation_mode",
"auth_result",
"avg_lat",
"rk"
],
"results": [
[
"auto",
"pass",
"2033.3333333333333",
"1"
],
[
"hybrid",
"denied",
"567.0",
"1"
],
[
"manual",
"denied",
"567.0",
"1"
],
[
"manual",
"pass",
"230.0",
"2"
],
[
"manual",
"fail",
"89.0",
"3"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q755",
"sql": "SELECT facility_zone, operation_mode, cnt, SUM(cnt) OVER (PARTITION BY facility_zone) AS zone_total, ROUND(CAST(cnt AS FLOAT) * 100.0 / NULLIF(SUM(cnt) OVER (PARTITION BY facility_zone), 0), 2) AS pct FROM (SELECT facility_zone, operation_mode, COUNT(*) AS cnt FROM \"{stream}\" GROUP BY facility_zone, operation_mode) agg ORDER BY facility_zone, pct DESC",
"category": "window",
"time_offset": {
"start_offset": 45239000000,
"end_offset": 45313000000
},
"expected": {
"columns": [
"facility_zone",
"operation_mode",
"cnt",
"zone_total",
"pct"
],
"results": [
[
"ZONE-1",
"auto",
"1",
"2",
"50.0"
],
[
"ZONE-1",
"manual",
"1",
"2",
"50.0"
],
[
"ZONE-2",
"auto",
"1",
"2",
"50.0"
],
[
"ZONE-2",
"manual",
"1",
"2",
"50.0"
],
[
"ZONE-3",
"manual",
"1",
"2",
"50.0"
],
[
"ZONE-3",
"hybrid",
"1",
"2",
"50.0"
],
[
"ZONE-4",
"auto",
"1",
"1",
"100.0"
]
],
"results_mode": "rowsort"
}
},
{
"id": "Q756",
"sql": "SELECT _timestamp, pallet_id, throughput_rate, load_factor, STDDEV(throughput_rate) OVER (PARTITION BY pallet_id ORDER BY _timestamp ROWS BETWEEN 3 PRECEDING AND CURRENT ROW) AS rolling_stddev, AVG(load_factor) OVER (PARTITION BY pallet_id ORDER BY _timestamp ROWS BETWEEN 3 PRECEDING AND CURRENT ROW) AS rolling_load FROM \"{stream}\" ORDER BY pallet_id, _timestamp ASC LIMIT 10",
"category": "window",
"time_offset": {
"start_offset": 45299000000,
"end_offset": 45373000000
},
"expected": {
"columns": [
"pallet_id",
"throughput_rate",
"load_factor",
"rolling_stddev",
"rolling_load"
],
"results": [
[
"PL-001",
"610.0",
"99.0",
"None",
"99.0"
],
[
"PL-002",
"480.0",
"21.4",
"None",
"21.4"
],
[
"PL-004",
"150.0",
"45.3",
"None",
"45.3"
],
[
"PL-005",
"900.0",
"94.6",
"None",
"94.6"
],
[
"PL-006",
"150.0",
"45.3",
"None",
"45.3"
],
[
"PL-007",
"320.0",
"67.9",
"None",
"67.9"
],
[
"PL-008",
"480.0",
"21.4",
"None",
"21.4"
]
],
"results_mode": "rowsort"
}
}
],
"last_query_id": 155
}
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