Dataset Viewer
Auto-converted to Parquet Duplicate
query_id
string
variant
int64
sql
string
query_hash
string
sqlite_time_sec
float64
duckdb_time_sec
float64
speedup_ratio
float64
faster_engine
string
num_joins
int64
has_subquery
int64
num_conditions
int64
has_groupby
int64
has_orderby
int64
has_having
int64
has_limit
int64
has_distinct
int64
has_like
int64
has_exists
int64
has_case
int64
num_aggregations
int64
num_tables
int64
query_length
int64
num_select_cols
int64
has_between
int64
has_in
int64
has_left_join
int64
join_complexity
int64
num_tokens
int64
num_string_literals
int64
num_numeric_literals
int64
nesting_depth
int64
has_string_func
int64
has_arithmetic
int64
label
int64
Q5
28
SELECT n_name, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey JOIN supplier ON l_suppkey = s_suppkey JOIN nation ON s_nationkey = n_nationkey JOIN region ON n_regionkey = r_regionkey WHERE r_name = 'EUROPE' AND o_orderdate >= '1996-10-10' AND o_orderdate < '1997-10-10' GROUP BY n_name ORDER BY revenue DESC;
2601a1d70f1b
0.731439
0.056525
12.94
duckdb
5
0
3
1
1
0
0
0
0
0
0
1
6
496
2
0
0
0
15
60
3
7
0
0
1
0
Q11
81
SELECT ps_partkey, SUM(ps_supplycost * ps_availqty) AS value FROM partsupp JOIN supplier ON ps_suppkey = s_suppkey JOIN nation ON s_nationkey = n_nationkey WHERE n_name = 'EGYPT' GROUP BY ps_partkey HAVING SUM(ps_supplycost * ps_availqty) > 287316 ORDER BY value DESC;
98ee8483418d
0.208536
0.032366
6.4431
duckdb
2
0
1
1
1
1
0
0
0
0
0
2
3
324
2
0
0
0
2
38
1
1
0
0
1
0
Q7
95
SELECT n1.n_name AS supp_nation, n2.n_name AS cust_nation, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM supplier JOIN lineitem ON s_suppkey = l_suppkey JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation n1 ON s_nationkey = n1.n_nationkey JOIN nation n2 ON c_nationkey = n2.n_nationkey WHERE n1.n_name = 'MOZAMBIQUE' AND n2.n_name = 'IRAN' AND l_shipdate BETWEEN '1995-05-06' AND '1996-06-20' GROUP BY n1.n_name, n2.n_name;
f4d1f539c3ed
0.141923
0.034023
4.1714
duckdb
5
0
4
1
0
0
0
0
0
0
0
1
6
571
3
1
0
0
20
66
4
7
0
0
1
0
Q12
16
SELECT l_shipmode, SUM(CASE WHEN o_orderpriority = '1-URGENT' OR o_orderpriority = '2-HIGH' THEN 1 ELSE 0 END) AS high_line_count, SUM(CASE WHEN o_orderpriority <> '1-URGENT' AND o_orderpriority <> '2-HIGH' THEN 1 ELSE 0 END) AS low_line_count FROM orders JOIN lineitem ON l_orderkey = o_orderkey WHERE l_shipmode IN ('FOB', 'SHIP') AND l_commitdate < l_receiptdate AND l_shipdate < l_commitdate AND l_receiptdate >= '1994-03-11' AND l_receiptdate < '1995-03-11' GROUP BY l_shipmode ORDER BY l_shipmode;
64cb8fc90ae6
0.305869
0.036622
8.3522
duckdb
1
0
5
1
1
0
0
0
0
0
1
2
2
661
3
0
1
0
5
69
8
14
0
0
1
0
Q19
48
SELECT SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#31' AND l_quantity >= 7 AND l_quantity <= 24 AND p_size BETWEEN 3 AND 21;
d9de12904e76
0.038354
0.020448
1.8757
duckdb
1
0
5
0
0
0
0
0
0
0
0
1
2
257
1
1
0
0
5
34
1
6
0
0
1
0
Q5
80
SELECT n_name, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey JOIN supplier ON l_suppkey = s_suppkey JOIN nation ON s_nationkey = n_nationkey JOIN region ON n_regionkey = r_regionkey WHERE r_name = 'ASIA' AND o_orderdate >= '1996-01-24' AND o_orderdate < '1997-01-24' GROUP BY n_name ORDER BY revenue DESC;
fb71db80894a
0.774259
0.070991
10.9064
duckdb
5
0
3
1
1
0
0
0
0
0
0
1
6
494
2
0
0
0
15
60
3
7
0
0
1
0
Q1
97
SELECT l_returnflag, l_linestatus, SUM(l_quantity) AS sum_qty, SUM(l_extendedprice) AS sum_base_price, SUM(l_extendedprice * (1 - l_discount)) AS sum_disc_price, SUM(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge, AVG(l_quantity) AS avg_qty, AVG(l_extendedprice) AS avg_price, AVG(l_discount) AS avg_disc, COUNT(*) AS count_order FROM lineitem WHERE l_shipdate <= '1998-09-09' GROUP BY l_returnflag, l_linestatus ORDER BY l_returnflag, l_linestatus;
efaf003fa0dd
4.710486
0.093971
50.1271
duckdb
0
0
1
1
1
0
0
0
0
0
0
8
1
618
10
0
0
0
0
53
1
6
0
0
1
0
Q17
99
SELECT SUM(l_extendedprice) / 7.0 AS avg_yearly FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#15' AND p_container = 'LG CASE' AND l_quantity < 19;
cdfb432fd664
0.009096
0.014045
0.6476
sqlite
1
0
3
0
0
0
0
0
0
0
1
1
2
216
1
0
0
0
3
27
2
3
0
0
1
1
Q15
148
SELECT s_suppkey, s_name, s_address, s_phone, total_revenue FROM supplier JOIN ( SELECT l_suppkey, SUM(l_extendedprice * (1 - l_discount)) AS total_revenue FROM lineitem WHERE l_shipdate >= '1993-03-11' AND l_shipdate < '1993-06-11' GROUP BY l_suppkey ) AS revenue_tbl ON s_suppkey = l_suppkey ORDER BY total_revenue DESC LIMIT 5;
94cbd1d79320
0.117344
0.017682
6.6363
duckdb
1
1
2
1
1
0
1
0
0
0
0
1
2
432
5
0
0
0
2
45
2
8
1
0
0
0
Q19
11
SELECT SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#31' AND l_quantity >= 10 AND l_quantity <= 35 AND p_size BETWEEN 4 AND 39;
95d349cf9b62
0.064318
0.020937
3.072
duckdb
1
0
5
0
0
0
0
0
0
0
0
1
2
258
1
1
0
0
5
34
1
6
0
0
1
0
Q12
148
SELECT l_shipmode, SUM(CASE WHEN o_orderpriority = '1-URGENT' OR o_orderpriority = '2-HIGH' THEN 1 ELSE 0 END) AS high_line_count, SUM(CASE WHEN o_orderpriority <> '1-URGENT' AND o_orderpriority <> '2-HIGH' THEN 1 ELSE 0 END) AS low_line_count FROM orders JOIN lineitem ON l_orderkey = o_orderkey WHERE l_shipmode IN ('MAIL', 'RAIL') AND l_commitdate < l_receiptdate AND l_shipdate < l_commitdate AND l_receiptdate >= '1994-03-03' AND l_receiptdate < '1995-03-03' GROUP BY l_shipmode ORDER BY l_shipmode;
5bbe90ae4d3f
0.299903
0.036838
8.1411
duckdb
1
0
5
1
1
0
0
0
0
0
1
2
2
662
3
0
1
0
5
69
8
14
0
0
1
0
Q5
70
SELECT n_name, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey JOIN supplier ON l_suppkey = s_suppkey JOIN nation ON s_nationkey = n_nationkey JOIN region ON n_regionkey = r_regionkey WHERE r_name = 'ASIA' AND o_orderdate >= '1995-02-26' AND o_orderdate < '1996-02-26' GROUP BY n_name ORDER BY revenue DESC;
5013d02a40c8
0.642376
0.053869
11.9247
duckdb
5
0
3
1
1
0
0
0
0
0
0
1
6
494
2
0
0
0
15
60
3
7
0
0
1
0
Q22
136
SELECT substr(c_phone, 1, 2) AS cntrycode, COUNT(*) AS numcust, SUM(c_acctbal) AS totacctbal FROM customer WHERE substr(c_phone, 1, 2) IN ('28', '13', '18') AND c_acctbal > 525.68 GROUP BY cntrycode ORDER BY cntrycode;
7ae16aa979c0
0.021192
0.007119
2.9769
duckdb
0
0
2
1
1
0
0
0
0
0
0
2
1
290
5
0
1
0
0
32
3
8
0
1
1
0
Q16
114
SELECT p_brand, p_type, p_size, COUNT(DISTINCT ps_suppkey) AS supplier_cnt FROM partsupp JOIN part ON p_partkey = ps_partkey WHERE p_brand <> 'Brand#12' AND p_type NOT LIKE 'STANDARD%' AND p_size IN (2, 29, 38, 16, 13, 19, 37, 26) GROUP BY p_brand, p_type, p_size ORDER BY supplier_cnt DESC, p_brand, p_type, p_size;
854d38be7256
0.08822
0.027756
3.1784
duckdb
1
0
3
1
1
0
0
1
1
0
0
1
2
376
4
0
1
0
3
48
2
9
0
1
0
0
Q13
116
SELECT c_count, COUNT(*) AS custdist FROM ( SELECT c_custkey, COUNT(o_orderkey) AS c_count FROM customer LEFT JOIN orders ON c_custkey = o_custkey AND o_comment NOT LIKE '%special%requests%' GROUP BY c_custkey ) AS c_orders GROUP BY c_count ORDER BY custdist DESC, c_count DESC;
bddee7497d7c
0.62378
0.08571
7.2778
duckdb
1
1
0
1
1
0
0
0
1
0
0
2
2
374
2
0
0
1
0
41
1
0
1
1
1
0
Q5
78
SELECT n_name, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey JOIN supplier ON l_suppkey = s_suppkey JOIN nation ON s_nationkey = n_nationkey JOIN region ON n_regionkey = r_regionkey WHERE r_name = 'EUROPE' AND o_orderdate >= '1996-10-23' AND o_orderdate < '1997-10-23' GROUP BY n_name ORDER BY revenue DESC;
dd07ae310107
0.617137
0.052164
11.8308
duckdb
5
0
3
1
1
0
0
0
0
0
0
1
6
496
2
0
0
0
15
60
3
7
0
0
1
0
Q15
49
SELECT s_suppkey, s_name, s_address, s_phone, total_revenue FROM supplier JOIN ( SELECT l_suppkey, SUM(l_extendedprice * (1 - l_discount)) AS total_revenue FROM lineitem WHERE l_shipdate >= '1996-08-08' AND l_shipdate < '1996-11-08' GROUP BY l_suppkey ) AS revenue_tbl ON s_suppkey = l_suppkey ORDER BY total_revenue DESC LIMIT 1;
5f4f738f1441
0.183744
0.031804
5.7773
duckdb
1
1
2
1
1
0
1
0
0
0
0
1
2
432
5
0
0
0
2
45
2
8
1
0
0
0
Q6
119
SELECT SUM(l_extendedprice * l_discount) AS revenue FROM lineitem WHERE l_shipdate >= '1996-04-12' AND l_shipdate < '1997-04-12' AND l_discount BETWEEN 0.05 AND 0.07 AND l_quantity < 25;
7f0fdcaa6f84
0.21662
0.012327
17.5732
duckdb
0
0
5
0
0
0
0
0
0
0
0
1
1
232
1
1
0
0
0
26
2
9
0
0
1
0
Q18
148
SELECT c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, SUM(l_quantity) AS total_qty FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey GROUP BY c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice HAVING SUM(l_quantity) > 243 ORDER BY o_totalprice DESC, o_orderdate LIMIT 10;
fc07f63b53f6
4.164455
0.604007
6.8947
duckdb
2
0
0
1
1
1
1
0
0
0
0
2
3
401
6
0
0
0
0
41
0
2
0
0
0
0
Q21
124
SELECT s_name, COUNT(*) AS numwait FROM supplier JOIN lineitem l1 ON s_suppkey = l1.l_suppkey JOIN orders ON l1.l_orderkey = o_orderkey JOIN nation ON s_nationkey = n_nationkey WHERE o_orderstatus = 'F' AND n_name = 'RUSSIA' AND l1.l_receiptdate > l1.l_commitdate GROUP BY s_name ORDER BY numwait DESC, s_name LIMIT 50;
e6b7924a6e3a
0.804223
0.05676
14.1688
duckdb
3
0
3
1
1
0
1
0
0
0
0
1
4
403
2
0
0
0
9
48
2
1
0
0
1
0
Q15
136
SELECT s_suppkey, s_name, s_address, s_phone, total_revenue FROM supplier JOIN ( SELECT l_suppkey, SUM(l_extendedprice * (1 - l_discount)) AS total_revenue FROM lineitem WHERE l_shipdate >= '1997-12-15' AND l_shipdate < '1998-03-15' GROUP BY l_suppkey ) AS revenue_tbl ON s_suppkey = l_suppkey ORDER BY total_revenue DESC LIMIT 1;
e64d7051beb9
0.18197
0.022884
7.952
duckdb
1
1
2
1
1
0
1
0
0
0
0
1
2
432
5
0
0
0
2
45
2
8
1
0
0
0
Q1
48
SELECT l_returnflag, l_linestatus, SUM(l_quantity) AS sum_qty, SUM(l_extendedprice) AS sum_base_price, SUM(l_extendedprice * (1 - l_discount)) AS sum_disc_price, SUM(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge, AVG(l_quantity) AS avg_qty, AVG(l_extendedprice) AS avg_price, AVG(l_discount) AS avg_disc, COUNT(*) AS count_order FROM lineitem WHERE l_shipdate <= '1998-08-15' GROUP BY l_returnflag, l_linestatus ORDER BY l_returnflag, l_linestatus;
dfc82985a771
4.272735
0.095888
44.5598
duckdb
0
0
1
1
1
0
0
0
0
0
0
8
1
618
10
0
0
0
0
53
1
6
0
0
1
0
Q17
31
SELECT SUM(l_extendedprice) / 7.0 AS avg_yearly FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#44' AND p_container = 'SM BOX' AND l_quantity < 38;
dcaa69524c2e
0.015414
0.027787
0.5547
sqlite
1
0
3
0
0
0
0
0
0
0
0
1
2
215
1
0
0
0
3
27
2
3
0
0
1
1
Q17
32
SELECT SUM(l_extendedprice) / 7.0 AS avg_yearly FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#22' AND p_container = 'WRAP PKG' AND l_quantity < 37;
fc54dcadb817
0.010855
0.017982
0.6037
sqlite
1
0
3
0
0
0
0
0
0
0
0
1
2
217
1
0
0
0
3
27
2
3
0
0
1
1
Q20
35
SELECT s_name, s_address FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE n_name = 'VIETNAM' AND s_suppkey IN ( SELECT ps_suppkey FROM partsupp WHERE ps_availqty > 464 AND ps_partkey IN ( SELECT p_partkey FROM part WHERE p_name LIKE 'green%' ) ) ORDER BY s_name;
5fd405f74250
0.01128
0.010111
1.1156
duckdb
1
1
3
0
1
0
0
0
1
0
0
0
2
420
2
0
1
0
3
44
2
1
2
1
0
0
Q18
6
SELECT c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, SUM(l_quantity) AS total_qty FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey GROUP BY c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice HAVING SUM(l_quantity) > 284 ORDER BY o_totalprice DESC, o_orderdate LIMIT 100;
3ad03c0f8d2b
3.36849
0.325604
10.3453
duckdb
2
0
0
1
1
1
1
0
0
0
0
2
3
402
6
0
0
0
0
41
0
2
0
0
0
0
Q4
101
SELECT o_orderpriority, COUNT(*) AS order_count FROM orders WHERE o_orderdate >= '1993-01-05' AND o_orderdate < '1993-04-05' AND EXISTS ( SELECT 1 FROM lineitem WHERE l_orderkey = o_orderkey AND l_commitdate < l_receiptdate ) GROUP BY o_orderpriority ORDER BY o_orderpriority;
7d6434858d80
0.074743
0.032037
2.333
duckdb
0
1
4
1
1
0
0
0
0
1
0
1
1
382
2
0
0
0
0
37
2
7
1
0
1
0
Q5
33
SELECT n_name, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey JOIN supplier ON l_suppkey = s_suppkey JOIN nation ON s_nationkey = n_nationkey JOIN region ON n_regionkey = r_regionkey WHERE r_name = 'MIDDLE EAST' AND o_orderdate >= '1994-04-26' AND o_orderdate < '1995-04-26' GROUP BY n_name ORDER BY revenue DESC;
0430aaecdcf3
1.16562
0.106714
10.9228
duckdb
5
0
3
1
1
0
0
0
0
0
0
1
6
501
2
0
0
0
15
61
3
7
0
0
1
0
Q21
39
SELECT s_name, COUNT(*) AS numwait FROM supplier JOIN lineitem l1 ON s_suppkey = l1.l_suppkey JOIN orders ON l1.l_orderkey = o_orderkey JOIN nation ON s_nationkey = n_nationkey WHERE o_orderstatus = 'F' AND n_name = 'GERMANY' AND l1.l_receiptdate > l1.l_commitdate GROUP BY s_name ORDER BY numwait DESC, s_name LIMIT 10;
a9e8c2c8c940
0.783532
0.047227
16.5908
duckdb
3
0
3
1
1
0
1
0
0
0
0
1
4
404
2
0
0
0
9
48
2
1
0
0
1
0
Q2
114
SELECT s_name, s_address, s_phone, s_acctbal, n_name FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE s_acctbal > 5284.34 ORDER BY s_acctbal DESC LIMIT 20;
3130aae22a74
0.000684
0.002059
0.3323
sqlite
1
0
1
0
1
0
1
0
0
0
0
0
2
207
5
0
0
0
1
24
0
2
0
0
0
1
Q6
120
SELECT SUM(l_extendedprice * l_discount) AS revenue FROM lineitem WHERE l_shipdate >= '1996-03-22' AND l_shipdate < '1997-03-22' AND l_discount BETWEEN 0.05 AND 0.07 AND l_quantity < 25;
6444cc06cec7
0.22131
0.012138
18.2323
duckdb
0
0
5
0
0
0
0
0
0
0
0
1
1
232
1
1
0
0
0
26
2
9
0
0
1
0
Q18
91
SELECT c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, SUM(l_quantity) AS total_qty FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey GROUP BY c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice HAVING SUM(l_quantity) > 245 ORDER BY o_totalprice DESC, o_orderdate LIMIT 50;
d63f5c45190d
4.004204
0.609856
6.5658
duckdb
2
0
0
1
1
1
1
0
0
0
0
2
3
401
6
0
0
0
0
41
0
2
0
0
0
0
Q19
42
SELECT SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#32' AND l_quantity >= 6 AND l_quantity <= 25 AND p_size BETWEEN 1 AND 35;
a8f7a4a8710c
0.059228
0.020374
2.907
duckdb
1
0
5
0
0
0
0
0
0
0
0
1
2
257
1
1
0
0
5
34
1
6
0
0
1
0
Q8
113
SELECT o_orderdate, SUM(CASE WHEN n_name = 'CANADA' THEN l_extendedprice * (1 - l_discount) ELSE 0 END) AS nation_rev, SUM(l_extendedprice * (1 - l_discount)) AS total_rev FROM lineitem JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation ON c_nationkey = n_nationkey WHERE o_orderdate BETWEEN '1993-09-27' AND '1997-11-27' GROUP BY o_orderdate ORDER BY o_orderdate;
c3a4744badfa
2.408064
0.116127
20.7366
duckdb
3
0
2
1
1
0
0
0
0
0
1
2
4
489
3
1
0
0
6
57
3
9
0
0
1
0
Q2
49
SELECT s_name, s_address, s_phone, s_acctbal, n_name FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE s_acctbal > 7286.72 ORDER BY s_acctbal DESC LIMIT 20;
4332cbc2f0ba
0.000553
0.001638
0.3374
sqlite
1
0
1
0
1
0
1
0
0
0
0
0
2
207
5
0
0
0
1
24
0
2
0
0
0
1
Q1
24
SELECT l_returnflag, l_linestatus, SUM(l_quantity) AS sum_qty, SUM(l_extendedprice) AS sum_base_price, SUM(l_extendedprice * (1 - l_discount)) AS sum_disc_price, SUM(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge, AVG(l_quantity) AS avg_qty, AVG(l_extendedprice) AS avg_price, AVG(l_discount) AS avg_disc, COUNT(*) AS count_order FROM lineitem WHERE l_shipdate <= '1998-10-01' GROUP BY l_returnflag, l_linestatus ORDER BY l_returnflag, l_linestatus;
a07aac5b3fcc
4.667373
0.092147
50.6513
duckdb
0
0
1
1
1
0
0
0
0
0
0
8
1
618
10
0
0
0
0
53
1
6
0
0
1
0
Q10
18
SELECT c_custkey, c_name, SUM(l_extendedprice * (1 - l_discount)) AS revenue, c_acctbal, n_name, c_address, c_phone FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey JOIN nation ON c_nationkey = n_nationkey WHERE o_orderdate >= '1996-03-12' AND o_orderdate < '1996-06-12' AND l_returnflag = 'R' GROUP BY c_custkey, c_name, c_acctbal, c_phone, n_name, c_address ORDER BY revenue DESC LIMIT 50;
79b0d9ba87e2
0.06995
0.037447
1.868
duckdb
3
0
3
1
1
0
1
0
0
0
0
1
4
548
7
0
0
0
9
60
3
8
0
0
1
0
Q22
134
SELECT substr(c_phone, 1, 2) AS cntrycode, COUNT(*) AS numcust, SUM(c_acctbal) AS totacctbal FROM customer WHERE substr(c_phone, 1, 2) IN ('10', '15', '13', '31', '29') AND c_acctbal > 3482.28 GROUP BY cntrycode ORDER BY cntrycode;
9e95ab20f168
0.013386
0.005912
2.2644
duckdb
0
0
2
1
1
0
0
0
0
0
0
2
1
303
5
0
1
0
0
34
5
10
0
1
1
0
Q14
31
SELECT 100.00 * SUM(CASE WHEN p_type LIKE 'PROMO%' THEN l_extendedprice * (1 - l_discount) ELSE 0 END) / SUM(l_extendedprice * (1 - l_discount)) AS promo_revenue FROM lineitem JOIN part ON l_partkey = p_partkey WHERE l_shipdate >= '1993-03-17' AND l_shipdate < '1993-04-17';
73dbcdc152f4
0.062155
0.022248
2.7937
duckdb
1
0
2
0
0
0
0
0
1
0
1
2
2
389
1
0
0
0
2
41
3
10
0
1
1
0
Q17
85
SELECT SUM(l_extendedprice) / 7.0 AS avg_yearly FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#33' AND p_container = 'LG PKG' AND l_quantity < 29;
32cd39dac15b
0.010034
0.01611
0.6228
sqlite
1
0
3
0
0
0
0
0
0
0
0
1
2
215
1
0
0
0
3
27
2
3
0
0
1
1
Q12
24
SELECT l_shipmode, SUM(CASE WHEN o_orderpriority = '1-URGENT' OR o_orderpriority = '2-HIGH' THEN 1 ELSE 0 END) AS high_line_count, SUM(CASE WHEN o_orderpriority <> '1-URGENT' AND o_orderpriority <> '2-HIGH' THEN 1 ELSE 0 END) AS low_line_count FROM orders JOIN lineitem ON l_orderkey = o_orderkey WHERE l_shipmode IN ('RAIL', 'AIR') AND l_commitdate < l_receiptdate AND l_shipdate < l_commitdate AND l_receiptdate >= '1995-06-20' AND l_receiptdate < '1996-06-20' GROUP BY l_shipmode ORDER BY l_shipmode;
3d9617650f06
0.303999
0.037337
8.142
duckdb
1
0
5
1
1
0
0
0
0
0
1
2
2
661
3
0
1
0
5
69
8
14
0
0
1
0
Q5
98
SELECT n_name, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey JOIN supplier ON l_suppkey = s_suppkey JOIN nation ON s_nationkey = n_nationkey JOIN region ON n_regionkey = r_regionkey WHERE r_name = 'ASIA' AND o_orderdate >= '1993-11-28' AND o_orderdate < '1994-11-28' GROUP BY n_name ORDER BY revenue DESC;
31bc573b8096
0.74578
0.064915
11.4886
duckdb
5
0
3
1
1
0
0
0
0
0
0
1
6
494
2
0
0
0
15
60
3
7
0
0
1
0
Q8
66
SELECT o_orderdate, SUM(CASE WHEN n_name = 'CANADA' THEN l_extendedprice * (1 - l_discount) ELSE 0 END) AS nation_rev, SUM(l_extendedprice * (1 - l_discount)) AS total_rev FROM lineitem JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation ON c_nationkey = n_nationkey WHERE o_orderdate BETWEEN '1994-12-21' AND '1996-02-13' GROUP BY o_orderdate ORDER BY o_orderdate;
21ecd2ff1f93
0.613224
0.054089
11.3373
duckdb
3
0
2
1
1
0
0
0
0
0
1
2
4
489
3
1
0
0
6
57
3
9
0
0
1
0
Q12
137
SELECT l_shipmode, SUM(CASE WHEN o_orderpriority = '1-URGENT' OR o_orderpriority = '2-HIGH' THEN 1 ELSE 0 END) AS high_line_count, SUM(CASE WHEN o_orderpriority <> '1-URGENT' AND o_orderpriority <> '2-HIGH' THEN 1 ELSE 0 END) AS low_line_count FROM orders JOIN lineitem ON l_orderkey = o_orderkey WHERE l_shipmode IN ('FOB', 'REG AIR') AND l_commitdate < l_receiptdate AND l_shipdate < l_commitdate AND l_receiptdate >= '1994-04-24' AND l_receiptdate < '1995-04-24' GROUP BY l_shipmode ORDER BY l_shipmode;
3da9e6e328c9
0.305721
0.037336
8.1883
duckdb
1
0
5
1
1
0
0
0
0
0
1
2
2
664
3
0
1
0
5
70
8
14
0
0
1
0
Q7
84
SELECT n1.n_name AS supp_nation, n2.n_name AS cust_nation, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM supplier JOIN lineitem ON s_suppkey = l_suppkey JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation n1 ON s_nationkey = n1.n_nationkey JOIN nation n2 ON c_nationkey = n2.n_nationkey WHERE n1.n_name = 'IRAQ' AND n2.n_name = 'JAPAN' AND l_shipdate BETWEEN '1994-11-10' AND '1997-03-01' GROUP BY n1.n_name, n2.n_name;
cd5018e8e661
0.159978
0.035663
4.4858
duckdb
5
0
4
1
0
0
0
0
0
0
0
1
6
566
3
1
0
0
20
66
4
7
0
0
1
0
Q6
57
SELECT SUM(l_extendedprice * l_discount) AS revenue FROM lineitem WHERE l_shipdate >= '1995-07-15' AND l_shipdate < '1996-07-15' AND l_discount BETWEEN 0.07 AND 0.09 AND l_quantity < 25;
db4782ec0925
0.394706
0.026394
14.9542
duckdb
0
0
5
0
0
0
0
0
0
0
0
1
1
232
1
1
0
0
0
26
2
9
0
0
1
0
Q12
25
SELECT l_shipmode, SUM(CASE WHEN o_orderpriority = '1-URGENT' OR o_orderpriority = '2-HIGH' THEN 1 ELSE 0 END) AS high_line_count, SUM(CASE WHEN o_orderpriority <> '1-URGENT' AND o_orderpriority <> '2-HIGH' THEN 1 ELSE 0 END) AS low_line_count FROM orders JOIN lineitem ON l_orderkey = o_orderkey WHERE l_shipmode IN ('MAIL', 'REG AIR') AND l_commitdate < l_receiptdate AND l_shipdate < l_commitdate AND l_receiptdate >= '1995-03-12' AND l_receiptdate < '1996-03-12' GROUP BY l_shipmode ORDER BY l_shipmode;
1011935093d6
0.295779
0.04427
6.6812
duckdb
1
0
5
1
1
0
0
0
0
0
1
2
2
665
3
0
1
0
5
70
8
14
0
0
1
0
Q4
43
SELECT o_orderpriority, COUNT(*) AS order_count FROM orders WHERE o_orderdate >= '1993-03-01' AND o_orderdate < '1993-06-01' AND EXISTS ( SELECT 1 FROM lineitem WHERE l_orderkey = o_orderkey AND l_commitdate < l_receiptdate ) GROUP BY o_orderpriority ORDER BY o_orderpriority;
596da967185a
0.120536
0.059282
2.0332
duckdb
0
1
4
1
1
0
0
0
0
1
0
1
1
382
2
0
0
0
0
37
2
7
1
0
1
0
Q18
142
SELECT c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, SUM(l_quantity) AS total_qty FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey GROUP BY c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice HAVING SUM(l_quantity) > 300 ORDER BY o_totalprice DESC, o_orderdate LIMIT 10;
dee77342e7d9
3.880673
0.320782
12.0976
duckdb
2
0
0
1
1
1
1
0
0
0
0
2
3
401
6
0
0
0
0
41
0
2
0
0
0
0
Q14
88
SELECT 100.00 * SUM(CASE WHEN p_type LIKE 'PROMO%' THEN l_extendedprice * (1 - l_discount) ELSE 0 END) / SUM(l_extendedprice * (1 - l_discount)) AS promo_revenue FROM lineitem JOIN part ON l_partkey = p_partkey WHERE l_shipdate >= '1996-02-05' AND l_shipdate < '1996-03-05';
744499cae198
0.062538
0.022385
2.7937
duckdb
1
0
2
0
0
0
0
0
1
0
1
2
2
389
1
0
0
0
2
41
3
10
0
1
1
0
Q15
3
SELECT s_suppkey, s_name, s_address, s_phone, total_revenue FROM supplier JOIN ( SELECT l_suppkey, SUM(l_extendedprice * (1 - l_discount)) AS total_revenue FROM lineitem WHERE l_shipdate >= '1997-05-14' AND l_shipdate < '1997-08-14' GROUP BY l_suppkey ) AS revenue_tbl ON s_suppkey = l_suppkey ORDER BY total_revenue DESC LIMIT 10;
6c33e87b4f8d
0.182182
0.031451
5.7926
duckdb
1
1
2
1
1
0
1
0
0
0
0
1
2
433
5
0
0
0
2
45
2
8
1
0
0
0
Q14
126
SELECT 100.00 * SUM(CASE WHEN p_type LIKE 'PROMO%' THEN l_extendedprice * (1 - l_discount) ELSE 0 END) / SUM(l_extendedprice * (1 - l_discount)) AS promo_revenue FROM lineitem JOIN part ON l_partkey = p_partkey WHERE l_shipdate >= '1997-03-24' AND l_shipdate < '1997-04-24';
2c38e785f32c
0.056221
0.022467
2.5023
duckdb
1
0
2
0
0
0
0
0
1
0
1
2
2
389
1
0
0
0
2
41
3
10
0
1
1
0
Q4
53
SELECT o_orderpriority, COUNT(*) AS order_count FROM orders WHERE o_orderdate >= '1993-01-16' AND o_orderdate < '1993-04-16' AND EXISTS ( SELECT 1 FROM lineitem WHERE l_orderkey = o_orderkey AND l_commitdate < l_receiptdate ) GROUP BY o_orderpriority ORDER BY o_orderpriority;
9c109d47a105
0.083209
0.035109
2.37
duckdb
0
1
4
1
1
0
0
0
0
1
0
1
1
382
2
0
0
0
0
37
2
7
1
0
1
0
Q15
79
SELECT s_suppkey, s_name, s_address, s_phone, total_revenue FROM supplier JOIN ( SELECT l_suppkey, SUM(l_extendedprice * (1 - l_discount)) AS total_revenue FROM lineitem WHERE l_shipdate >= '1996-03-10' AND l_shipdate < '1996-06-10' GROUP BY l_suppkey ) AS revenue_tbl ON s_suppkey = l_suppkey ORDER BY total_revenue DESC LIMIT 1;
9f3dca73bd63
0.116549
0.016809
6.9338
duckdb
1
1
2
1
1
0
1
0
0
0
0
1
2
432
5
0
0
0
2
45
2
8
1
0
0
0
Q13
113
SELECT c_count, COUNT(*) AS custdist FROM ( SELECT c_custkey, COUNT(o_orderkey) AS c_count FROM customer LEFT JOIN orders ON c_custkey = o_custkey AND o_comment NOT LIKE '%unusual%packages%' GROUP BY c_custkey ) AS c_orders GROUP BY c_count ORDER BY custdist DESC, c_count DESC;
504bab4cfe28
0.896911
0.133156
6.7358
duckdb
1
1
0
1
1
0
0
0
1
0
0
2
2
374
2
0
0
1
0
41
1
0
1
1
1
0
Q21
72
SELECT s_name, COUNT(*) AS numwait FROM supplier JOIN lineitem l1 ON s_suppkey = l1.l_suppkey JOIN orders ON l1.l_orderkey = o_orderkey JOIN nation ON s_nationkey = n_nationkey WHERE o_orderstatus = 'F' AND n_name = 'UNITED KINGDOM' AND l1.l_receiptdate > l1.l_commitdate GROUP BY s_name ORDER BY numwait DESC, s_name LIMIT 50;
28146a98b712
0.806077
0.045192
17.8366
duckdb
3
0
3
1
1
0
1
0
0
0
0
1
4
411
2
0
0
0
9
49
2
1
0
0
1
0
Q6
29
SELECT SUM(l_extendedprice * l_discount) AS revenue FROM lineitem WHERE l_shipdate >= '1994-07-27' AND l_shipdate < '1995-07-27' AND l_discount BETWEEN 0.02 AND 0.04 AND l_quantity < 24;
c31b8f1e2a8d
0.413472
0.026284
15.7311
duckdb
0
0
5
0
0
0
0
0
0
0
0
1
1
232
1
1
0
0
0
26
2
9
0
0
1
0
Q1
142
SELECT l_returnflag, l_linestatus, SUM(l_quantity) AS sum_qty, SUM(l_extendedprice) AS sum_base_price, SUM(l_extendedprice * (1 - l_discount)) AS sum_disc_price, SUM(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge, AVG(l_quantity) AS avg_qty, AVG(l_extendedprice) AS avg_price, AVG(l_discount) AS avg_disc, COUNT(*) AS count_order FROM lineitem WHERE l_shipdate <= '1998-09-12' GROUP BY l_returnflag, l_linestatus ORDER BY l_returnflag, l_linestatus;
7b45feca1b35
4.702263
0.084953
55.3514
duckdb
0
0
1
1
1
0
0
0
0
0
0
8
1
618
10
0
0
0
0
53
1
6
0
0
1
0
Q7
117
SELECT n1.n_name AS supp_nation, n2.n_name AS cust_nation, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM supplier JOIN lineitem ON s_suppkey = l_suppkey JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation n1 ON s_nationkey = n1.n_nationkey JOIN nation n2 ON c_nationkey = n2.n_nationkey WHERE n1.n_name = 'ALGERIA' AND n2.n_name = 'IRAN' AND l_shipdate BETWEEN '1995-02-03' AND '1997-03-13' GROUP BY n1.n_name, n2.n_name;
c4ad0ddd8065
0.161621
0.035518
4.5504
duckdb
5
0
4
1
0
0
0
0
0
0
0
1
6
568
3
1
0
0
20
66
4
7
0
0
1
0
Q7
44
SELECT n1.n_name AS supp_nation, n2.n_name AS cust_nation, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM supplier JOIN lineitem ON s_suppkey = l_suppkey JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation n1 ON s_nationkey = n1.n_nationkey JOIN nation n2 ON c_nationkey = n2.n_nationkey WHERE n1.n_name = 'UNITED KINGDOM' AND n2.n_name = 'CANADA' AND l_shipdate BETWEEN '1994-06-12' AND '1997-03-13' GROUP BY n1.n_name, n2.n_name;
b239e04bf479
0.264538
0.084881
3.1166
duckdb
5
0
4
1
0
0
0
0
0
0
0
1
6
577
3
1
0
0
20
67
4
7
0
0
1
0
Q14
44
SELECT 100.00 * SUM(CASE WHEN p_type LIKE 'PROMO%' THEN l_extendedprice * (1 - l_discount) ELSE 0 END) / SUM(l_extendedprice * (1 - l_discount)) AS promo_revenue FROM lineitem JOIN part ON l_partkey = p_partkey WHERE l_shipdate >= '1996-12-21' AND l_shipdate < '1997-01-21';
423519068675
0.063117
0.021541
2.9301
duckdb
1
0
2
0
0
0
0
0
1
0
1
2
2
389
1
0
0
0
2
41
3
10
0
1
1
0
Q8
106
SELECT o_orderdate, SUM(CASE WHEN n_name = 'MOROCCO' THEN l_extendedprice * (1 - l_discount) ELSE 0 END) AS nation_rev, SUM(l_extendedprice * (1 - l_discount)) AS total_rev FROM lineitem JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation ON c_nationkey = n_nationkey WHERE o_orderdate BETWEEN '1995-11-01' AND '1996-11-12' GROUP BY o_orderdate ORDER BY o_orderdate;
a05818c6b9ff
0.559651
0.054949
10.185
duckdb
3
0
2
1
1
0
0
0
0
0
1
2
4
490
3
1
0
0
6
57
3
9
0
0
1
0
Q11
147
SELECT ps_partkey, SUM(ps_supplycost * ps_availqty) AS value FROM partsupp JOIN supplier ON ps_suppkey = s_suppkey JOIN nation ON s_nationkey = n_nationkey WHERE n_name = 'FRANCE' GROUP BY ps_partkey HAVING SUM(ps_supplycost * ps_availqty) > 997287 ORDER BY value DESC;
02b1cd24bc3f
0.174842
0.026029
6.7171
duckdb
2
0
1
1
1
1
0
0
0
0
0
2
3
325
2
0
0
0
2
38
1
1
0
0
1
0
Q11
90
SELECT ps_partkey, SUM(ps_supplycost * ps_availqty) AS value FROM partsupp JOIN supplier ON ps_suppkey = s_suppkey JOIN nation ON s_nationkey = n_nationkey WHERE n_name = 'CHINA' GROUP BY ps_partkey HAVING SUM(ps_supplycost * ps_availqty) > 368371 ORDER BY value DESC;
97d307b38a92
0.184275
0.039246
4.6954
duckdb
2
0
1
1
1
1
0
0
0
0
0
2
3
324
2
0
0
0
2
38
1
1
0
0
1
0
Q8
124
SELECT o_orderdate, SUM(CASE WHEN n_name = 'UNITED KINGDOM' THEN l_extendedprice * (1 - l_discount) ELSE 0 END) AS nation_rev, SUM(l_extendedprice * (1 - l_discount)) AS total_rev FROM lineitem JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation ON c_nationkey = n_nationkey WHERE o_orderdate BETWEEN '1995-06-01' AND '1996-02-02' GROUP BY o_orderdate ORDER BY o_orderdate;
5dcda052207a
0.355914
0.048146
7.3924
duckdb
3
0
2
1
1
0
0
0
0
0
1
2
4
497
3
1
0
0
6
58
3
9
0
0
1
0
Q18
15
SELECT c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice, SUM(l_quantity) AS total_qty FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey GROUP BY c_name, c_custkey, o_orderkey, o_orderdate, o_totalprice HAVING SUM(l_quantity) > 254 ORDER BY o_totalprice DESC, o_orderdate LIMIT 10;
3e588c0b52f7
3.790979
0.566312
6.6942
duckdb
2
0
0
1
1
1
1
0
0
0
0
2
3
401
6
0
0
0
0
41
0
2
0
0
0
0
Q12
118
SELECT l_shipmode, SUM(CASE WHEN o_orderpriority = '1-URGENT' OR o_orderpriority = '2-HIGH' THEN 1 ELSE 0 END) AS high_line_count, SUM(CASE WHEN o_orderpriority <> '1-URGENT' AND o_orderpriority <> '2-HIGH' THEN 1 ELSE 0 END) AS low_line_count FROM orders JOIN lineitem ON l_orderkey = o_orderkey WHERE l_shipmode IN ('REG AIR', 'RAIL') AND l_commitdate < l_receiptdate AND l_shipdate < l_commitdate AND l_receiptdate >= '1995-09-18' AND l_receiptdate < '1996-09-18' GROUP BY l_shipmode ORDER BY l_shipmode;
da8b64dfd4e4
0.299961
0.043869
6.8376
duckdb
1
0
5
1
1
0
0
0
0
0
1
2
2
665
3
0
1
0
5
70
8
14
0
0
1
0
Q16
92
SELECT p_brand, p_type, p_size, COUNT(DISTINCT ps_suppkey) AS supplier_cnt FROM partsupp JOIN part ON p_partkey = ps_partkey WHERE p_brand <> 'Brand#24' AND p_type NOT LIKE 'MEDIUM%' AND p_size IN (2, 6, 30, 46, 43, 31, 48, 41) GROUP BY p_brand, p_type, p_size ORDER BY supplier_cnt DESC, p_brand, p_type, p_size;
9600b7f96df4
0.140401
0.053299
2.6342
duckdb
1
0
3
1
1
0
0
1
1
0
0
1
2
373
4
0
1
0
3
48
2
9
0
1
0
0
Q11
23
SELECT ps_partkey, SUM(ps_supplycost * ps_availqty) AS value FROM partsupp JOIN supplier ON ps_suppkey = s_suppkey JOIN nation ON s_nationkey = n_nationkey WHERE n_name = 'ARGENTINA' GROUP BY ps_partkey HAVING SUM(ps_supplycost * ps_availqty) > 709303 ORDER BY value DESC;
411c856ca4e0
0.18016
0.025965
6.9386
duckdb
2
0
1
1
1
1
0
0
0
0
0
2
3
328
2
0
0
0
2
38
1
1
0
0
1
0
Q8
109
SELECT o_orderdate, SUM(CASE WHEN n_name = 'INDONESIA' THEN l_extendedprice * (1 - l_discount) ELSE 0 END) AS nation_rev, SUM(l_extendedprice * (1 - l_discount)) AS total_rev FROM lineitem JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation ON c_nationkey = n_nationkey WHERE o_orderdate BETWEEN '1993-09-27' AND '1997-09-26' GROUP BY o_orderdate ORDER BY o_orderdate;
f02da1a1a73b
2.22592
0.11644
19.1165
duckdb
3
0
2
1
1
0
0
0
0
0
1
2
4
492
3
1
0
0
6
57
3
9
0
0
1
0
Q8
98
SELECT o_orderdate, SUM(CASE WHEN n_name = 'UNITED KINGDOM' THEN l_extendedprice * (1 - l_discount) ELSE 0 END) AS nation_rev, SUM(l_extendedprice * (1 - l_discount)) AS total_rev FROM lineitem JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation ON c_nationkey = n_nationkey WHERE o_orderdate BETWEEN '1995-02-13' AND '1996-07-09' GROUP BY o_orderdate ORDER BY o_orderdate;
15a4e5003b86
0.750438
0.060916
12.3192
duckdb
3
0
2
1
1
0
0
0
0
0
1
2
4
497
3
1
0
0
6
58
3
9
0
0
1
0
Q14
86
SELECT 100.00 * SUM(CASE WHEN p_type LIKE 'PROMO%' THEN l_extendedprice * (1 - l_discount) ELSE 0 END) / SUM(l_extendedprice * (1 - l_discount)) AS promo_revenue FROM lineitem JOIN part ON l_partkey = p_partkey WHERE l_shipdate >= '1993-08-07' AND l_shipdate < '1993-09-07';
e1505c4d3532
0.055547
0.021861
2.5409
duckdb
1
0
2
0
0
0
0
0
1
0
1
2
2
389
1
0
0
0
2
41
3
10
0
1
1
0
Q20
133
SELECT s_name, s_address FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE n_name = 'SAUDI ARABIA' AND s_suppkey IN ( SELECT ps_suppkey FROM partsupp WHERE ps_availqty > 268 AND ps_partkey IN ( SELECT p_partkey FROM part WHERE p_name LIKE 'forest%' ) ) ORDER BY s_name;
17f0cb0da297
0.017667
0.019354
0.9128
sqlite
1
1
3
0
1
0
0
0
1
0
0
0
2
426
2
0
1
0
3
45
2
1
2
1
0
1
Q7
30
SELECT n1.n_name AS supp_nation, n2.n_name AS cust_nation, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM supplier JOIN lineitem ON s_suppkey = l_suppkey JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation n1 ON s_nationkey = n1.n_nationkey JOIN nation n2 ON c_nationkey = n2.n_nationkey WHERE n1.n_name = 'RUSSIA' AND n2.n_name = 'IRAN' AND l_shipdate BETWEEN '1994-11-13' AND '1997-03-19' GROUP BY n1.n_name, n2.n_name;
fe77aa5342c1
0.170223
0.035384
4.8107
duckdb
5
0
4
1
0
0
0
0
0
0
0
1
6
567
3
1
0
0
20
66
4
7
0
0
1
0
Q3
125
SELECT o_orderkey, SUM(l_extendedprice * (1 - l_discount)) AS revenue, o_orderdate, o_shippriority FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey WHERE c_mktsegment = 'FURNITURE' AND o_orderdate < '1996-11-03' AND l_shipdate > '1996-11-03' GROUP BY o_orderkey, o_orderdate, o_shippriority ORDER BY revenue DESC, o_orderdate LIMIT 50;
8ea17dcebd33
0.580134
0.035146
16.5064
duckdb
2
0
3
1
1
0
1
0
0
0
0
1
3
469
4
0
0
0
6
49
3
8
0
0
1
0
Q15
149
SELECT s_suppkey, s_name, s_address, s_phone, total_revenue FROM supplier JOIN ( SELECT l_suppkey, SUM(l_extendedprice * (1 - l_discount)) AS total_revenue FROM lineitem WHERE l_shipdate >= '1994-06-06' AND l_shipdate < '1994-09-06' GROUP BY l_suppkey ) AS revenue_tbl ON s_suppkey = l_suppkey ORDER BY total_revenue DESC LIMIT 1;
c002be85dcb9
0.11827
0.016938
6.9826
duckdb
1
1
2
1
1
0
1
0
0
0
0
1
2
432
5
0
0
0
2
45
2
8
1
0
0
0
Q12
79
SELECT l_shipmode, SUM(CASE WHEN o_orderpriority = '1-URGENT' OR o_orderpriority = '2-HIGH' THEN 1 ELSE 0 END) AS high_line_count, SUM(CASE WHEN o_orderpriority <> '1-URGENT' AND o_orderpriority <> '2-HIGH' THEN 1 ELSE 0 END) AS low_line_count FROM orders JOIN lineitem ON l_orderkey = o_orderkey WHERE l_shipmode IN ('MAIL', 'SHIP') AND l_commitdate < l_receiptdate AND l_shipdate < l_commitdate AND l_receiptdate >= '1993-12-17' AND l_receiptdate < '1994-12-17' GROUP BY l_shipmode ORDER BY l_shipmode;
1871823e35e1
0.302885
0.037249
8.1313
duckdb
1
0
5
1
1
0
0
0
0
0
1
2
2
662
3
0
1
0
5
69
8
14
0
0
1
0
Q7
37
SELECT n1.n_name AS supp_nation, n2.n_name AS cust_nation, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM supplier JOIN lineitem ON s_suppkey = l_suppkey JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation n1 ON s_nationkey = n1.n_nationkey JOIN nation n2 ON c_nationkey = n2.n_nationkey WHERE n1.n_name = 'SAUDI ARABIA' AND n2.n_name = 'KENYA' AND l_shipdate BETWEEN '1994-02-28' AND '1996-08-15' GROUP BY n1.n_name, n2.n_name;
2ab89e052e2f
0.230211
0.037409
6.1539
duckdb
5
0
4
1
0
0
0
0
0
0
0
1
6
574
3
1
0
0
20
67
4
7
0
0
1
0
Q4
128
SELECT o_orderpriority, COUNT(*) AS order_count FROM orders WHERE o_orderdate >= '1993-04-14' AND o_orderdate < '1993-07-14' AND EXISTS ( SELECT 1 FROM lineitem WHERE l_orderkey = o_orderkey AND l_commitdate < l_receiptdate ) GROUP BY o_orderpriority ORDER BY o_orderpriority;
baae9e7d4937
0.072427
0.035701
2.0287
duckdb
0
1
4
1
1
0
0
0
0
1
0
1
1
382
2
0
0
0
0
37
2
7
1
0
1
0
Q21
10
SELECT s_name, COUNT(*) AS numwait FROM supplier JOIN lineitem l1 ON s_suppkey = l1.l_suppkey JOIN orders ON l1.l_orderkey = o_orderkey JOIN nation ON s_nationkey = n_nationkey WHERE o_orderstatus = 'F' AND n_name = 'ARGENTINA' AND l1.l_receiptdate > l1.l_commitdate GROUP BY s_name ORDER BY numwait DESC, s_name LIMIT 20;
4db92b5f94a9
0.780746
0.044714
17.461
duckdb
3
0
3
1
1
0
1
0
0
0
0
1
4
406
2
0
0
0
9
48
2
1
0
0
1
0
Q12
68
SELECT l_shipmode, SUM(CASE WHEN o_orderpriority = '1-URGENT' OR o_orderpriority = '2-HIGH' THEN 1 ELSE 0 END) AS high_line_count, SUM(CASE WHEN o_orderpriority <> '1-URGENT' AND o_orderpriority <> '2-HIGH' THEN 1 ELSE 0 END) AS low_line_count FROM orders JOIN lineitem ON l_orderkey = o_orderkey WHERE l_shipmode IN ('MAIL', 'FOB') AND l_commitdate < l_receiptdate AND l_shipdate < l_commitdate AND l_receiptdate >= '1994-04-03' AND l_receiptdate < '1995-04-03' GROUP BY l_shipmode ORDER BY l_shipmode;
a20564cd35fa
0.444871
0.055341
8.0387
duckdb
1
0
5
1
1
0
0
0
0
0
1
2
2
661
3
0
1
0
5
69
8
14
0
0
1
0
Q22
148
SELECT substr(c_phone, 1, 2) AS cntrycode, COUNT(*) AS numcust, SUM(c_acctbal) AS totacctbal FROM customer WHERE substr(c_phone, 1, 2) IN ('10', '17', '30', '23') AND c_acctbal > 4069.98 GROUP BY cntrycode ORDER BY cntrycode;
185b5f292788
0.011703
0.005891
1.9865
duckdb
0
0
2
1
1
0
0
0
0
0
0
2
1
297
5
0
1
0
0
33
4
9
0
1
1
0
Q15
12
SELECT s_suppkey, s_name, s_address, s_phone, total_revenue FROM supplier JOIN ( SELECT l_suppkey, SUM(l_extendedprice * (1 - l_discount)) AS total_revenue FROM lineitem WHERE l_shipdate >= '1993-10-12' AND l_shipdate < '1994-01-12' GROUP BY l_suppkey ) AS revenue_tbl ON s_suppkey = l_suppkey ORDER BY total_revenue DESC LIMIT 10;
74f2bdc0549a
0.122166
0.016992
7.1897
duckdb
1
1
2
1
1
0
1
0
0
0
0
1
2
433
5
0
0
0
2
45
2
8
1
0
0
0
Q6
104
SELECT SUM(l_extendedprice * l_discount) AS revenue FROM lineitem WHERE l_shipdate >= '1995-07-03' AND l_shipdate < '1996-07-03' AND l_discount BETWEEN 0.04 AND 0.06 AND l_quantity < 25;
6a07a9799010
0.227808
0.0128
17.7973
duckdb
0
0
5
0
0
0
0
0
0
0
0
1
1
232
1
1
0
0
0
26
2
9
0
0
1
0
Q7
90
SELECT n1.n_name AS supp_nation, n2.n_name AS cust_nation, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM supplier JOIN lineitem ON s_suppkey = l_suppkey JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation n1 ON s_nationkey = n1.n_nationkey JOIN nation n2 ON c_nationkey = n2.n_nationkey WHERE n1.n_name = 'VIETNAM' AND n2.n_name = 'JORDAN' AND l_shipdate BETWEEN '1994-06-07' AND '1996-05-09' GROUP BY n1.n_name, n2.n_name;
b1b265c213f3
0.148196
0.034311
4.3192
duckdb
5
0
4
1
0
0
0
0
0
0
0
1
6
570
3
1
0
0
20
66
4
7
0
0
1
0
Q4
31
SELECT o_orderpriority, COUNT(*) AS order_count FROM orders WHERE o_orderdate >= '1995-04-04' AND o_orderdate < '1995-07-04' AND EXISTS ( SELECT 1 FROM lineitem WHERE l_orderkey = o_orderkey AND l_commitdate < l_receiptdate ) GROUP BY o_orderpriority ORDER BY o_orderpriority;
9ad462030817
0.085637
0.077054
1.1114
duckdb
0
1
4
1
1
0
0
0
0
1
0
1
1
382
2
0
0
0
0
37
2
7
1
0
1
0
Q1
41
SELECT l_returnflag, l_linestatus, SUM(l_quantity) AS sum_qty, SUM(l_extendedprice) AS sum_base_price, SUM(l_extendedprice * (1 - l_discount)) AS sum_disc_price, SUM(l_extendedprice * (1 - l_discount) * (1 + l_tax)) AS sum_charge, AVG(l_quantity) AS avg_qty, AVG(l_extendedprice) AS avg_price, AVG(l_discount) AS avg_disc, COUNT(*) AS count_order FROM lineitem WHERE l_shipdate <= '1998-09-22' GROUP BY l_returnflag, l_linestatus ORDER BY l_returnflag, l_linestatus;
e045274adc88
4.564
0.093009
49.0705
duckdb
0
0
1
1
1
0
0
0
0
0
0
8
1
618
10
0
0
0
0
53
1
6
0
0
1
0
Q2
47
SELECT s_name, s_address, s_phone, s_acctbal, n_name FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE s_acctbal > 4899.18 ORDER BY s_acctbal DESC LIMIT 100;
96814557ffe5
0.001137
0.002252
0.505
sqlite
1
0
1
0
1
0
1
0
0
0
0
0
2
208
5
0
0
0
1
24
0
2
0
0
0
1
Q10
28
SELECT c_custkey, c_name, SUM(l_extendedprice * (1 - l_discount)) AS revenue, c_acctbal, n_name, c_address, c_phone FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey JOIN nation ON c_nationkey = n_nationkey WHERE o_orderdate >= '1993-05-08' AND o_orderdate < '1993-08-08' AND l_returnflag = 'R' GROUP BY c_custkey, c_name, c_acctbal, c_phone, n_name, c_address ORDER BY revenue DESC LIMIT 20;
f768c7673430
0.266011
0.117943
2.2554
duckdb
3
0
3
1
1
0
1
0
0
0
0
1
4
548
7
0
0
0
9
60
3
8
0
0
1
0
Q11
111
SELECT ps_partkey, SUM(ps_supplycost * ps_availqty) AS value FROM partsupp JOIN supplier ON ps_suppkey = s_suppkey JOIN nation ON s_nationkey = n_nationkey WHERE n_name = 'MOZAMBIQUE' GROUP BY ps_partkey HAVING SUM(ps_supplycost * ps_availqty) > 788784 ORDER BY value DESC;
d41ee9d43e64
0.19286
0.027815
6.9336
duckdb
2
0
1
1
1
1
0
0
0
0
0
2
3
329
2
0
0
0
2
38
1
1
0
0
1
0
Q22
138
SELECT substr(c_phone, 1, 2) AS cntrycode, COUNT(*) AS numcust, SUM(c_acctbal) AS totacctbal FROM customer WHERE substr(c_phone, 1, 2) IN ('25', '26', '30', '11') AND c_acctbal > 4947.83 GROUP BY cntrycode ORDER BY cntrycode;
615536e86b64
0.011298
0.00459
2.4614
duckdb
0
0
2
1
1
0
0
0
0
0
0
2
1
297
5
0
1
0
0
33
4
9
0
1
1
0
Q12
127
SELECT l_shipmode, SUM(CASE WHEN o_orderpriority = '1-URGENT' OR o_orderpriority = '2-HIGH' THEN 1 ELSE 0 END) AS high_line_count, SUM(CASE WHEN o_orderpriority <> '1-URGENT' AND o_orderpriority <> '2-HIGH' THEN 1 ELSE 0 END) AS low_line_count FROM orders JOIN lineitem ON l_orderkey = o_orderkey WHERE l_shipmode IN ('AIR', 'RAIL') AND l_commitdate < l_receiptdate AND l_shipdate < l_commitdate AND l_receiptdate >= '1993-06-13' AND l_receiptdate < '1994-06-13' GROUP BY l_shipmode ORDER BY l_shipmode;
6d4c1de14280
0.313445
0.039164
8.0034
duckdb
1
0
5
1
1
0
0
0
0
0
1
2
2
661
3
0
1
0
5
69
8
14
0
0
1
0
Q7
119
SELECT n1.n_name AS supp_nation, n2.n_name AS cust_nation, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM supplier JOIN lineitem ON s_suppkey = l_suppkey JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation n1 ON s_nationkey = n1.n_nationkey JOIN nation n2 ON c_nationkey = n2.n_nationkey WHERE n1.n_name = 'MOROCCO' AND n2.n_name = 'RUSSIA' AND l_shipdate BETWEEN '1994-07-21' AND '1996-10-14' GROUP BY n1.n_name, n2.n_name;
2039d7c30ef1
0.149453
0.035509
4.2089
duckdb
5
0
4
1
0
0
0
0
0
0
0
1
6
570
3
1
0
0
20
66
4
7
0
0
1
0
Q8
147
SELECT o_orderdate, SUM(CASE WHEN n_name = 'INDIA' THEN l_extendedprice * (1 - l_discount) ELSE 0 END) AS nation_rev, SUM(l_extendedprice * (1 - l_discount)) AS total_rev FROM lineitem JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation ON c_nationkey = n_nationkey WHERE o_orderdate BETWEEN '1994-04-02' AND '1996-09-26' GROUP BY o_orderdate ORDER BY o_orderdate;
cb2e85fb4f3b
1.430714
0.115454
12.392
duckdb
3
0
2
1
1
0
0
0
0
0
1
2
4
488
3
1
0
0
6
57
3
9
0
0
1
0
Q8
2
SELECT o_orderdate, SUM(CASE WHEN n_name = 'INDIA' THEN l_extendedprice * (1 - l_discount) ELSE 0 END) AS nation_rev, SUM(l_extendedprice * (1 - l_discount)) AS total_rev FROM lineitem JOIN orders ON l_orderkey = o_orderkey JOIN customer ON o_custkey = c_custkey JOIN nation ON c_nationkey = n_nationkey WHERE o_orderdate BETWEEN '1995-07-17' AND '1996-11-01' GROUP BY o_orderdate ORDER BY o_orderdate;
3a027cf32967
0.993119
0.118549
8.3773
duckdb
3
0
2
1
1
0
0
0
0
0
1
2
4
488
3
1
0
0
6
57
3
9
0
0
1
0
Q4
77
SELECT o_orderpriority, COUNT(*) AS order_count FROM orders WHERE o_orderdate >= '1997-06-22' AND o_orderdate < '1997-09-22' AND EXISTS ( SELECT 1 FROM lineitem WHERE l_orderkey = o_orderkey AND l_commitdate < l_receiptdate ) GROUP BY o_orderpriority ORDER BY o_orderpriority;
b836637340a7
0.092882
0.033877
2.7417
duckdb
0
1
4
1
1
0
0
0
0
1
0
1
1
382
2
0
0
0
0
37
2
7
1
0
1
0
Q6
130
SELECT SUM(l_extendedprice * l_discount) AS revenue FROM lineitem WHERE l_shipdate >= '1995-05-16' AND l_shipdate < '1996-05-16' AND l_discount BETWEEN 0.02 AND 0.04 AND l_quantity < 24;
b7159fefd88a
0.226252
0.012489
18.1157
duckdb
0
0
5
0
0
0
0
0
0
0
0
1
1
232
1
1
0
0
0
26
2
9
0
0
1
0
Q22
110
SELECT substr(c_phone, 1, 2) AS cntrycode, COUNT(*) AS numcust, SUM(c_acctbal) AS totacctbal FROM customer WHERE substr(c_phone, 1, 2) IN ('20', '15', '28', '26') AND c_acctbal > 4274.04 GROUP BY cntrycode ORDER BY cntrycode;
70ee55cfb720
0.012114
0.005801
2.0884
duckdb
0
0
2
1
1
0
0
0
0
0
0
2
1
297
5
0
1
0
0
33
4
9
0
1
1
0
Q3
61
SELECT o_orderkey, SUM(l_extendedprice * (1 - l_discount)) AS revenue, o_orderdate, o_shippriority FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey WHERE c_mktsegment = 'MACHINERY' AND o_orderdate < '1994-05-22' AND l_shipdate > '1994-05-22' GROUP BY o_orderkey, o_orderdate, o_shippriority ORDER BY revenue DESC, o_orderdate LIMIT 20;
5c48aee1af57
0.403547
0.038916
10.3698
duckdb
2
0
3
1
1
0
1
0
0
0
0
1
3
469
4
0
0
0
6
49
3
8
0
0
1
0
Q5
58
SELECT n_name, SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM customer JOIN orders ON c_custkey = o_custkey JOIN lineitem ON l_orderkey = o_orderkey JOIN supplier ON l_suppkey = s_suppkey JOIN nation ON s_nationkey = n_nationkey JOIN region ON n_regionkey = r_regionkey WHERE r_name = 'ASIA' AND o_orderdate >= '1993-11-13' AND o_orderdate < '1994-11-13' GROUP BY n_name ORDER BY revenue DESC;
ef6eadfe0480
1.057688
0.055487
19.0619
duckdb
5
0
3
1
1
0
0
0
0
0
0
1
6
494
2
0
0
0
15
60
3
7
0
0
1
0
End of preview. Expand in Data Studio

Cross-Engine TPC-H Cost Modeling Dataset

πŸ“˜ Overview

This dataset contains execution-time measurements and structural query features for SQL workloads executed across multiple database engines. It is designed for research in learned cost modeling, cross-engine optimization, and zero-shot SQL engine selection.

The dataset is generated using the TPC-H benchmark at Scale Factor .5 and includes automatically generated query variants for all 22 benchmark queries. Each query variant is executed on both SQLite and DuckDB, and execution times are recorded.

The dataset supports training machine learning models to predict query execution cost across heterogeneous database engines.


🎯 Purpose

Modern database systems increasingly support multiple SQL execution engines with different performance characteristics. However, selecting the most efficient engine for a given query remains a challenge.

This dataset enables:

  • Cross-engine cost prediction
  • Learned cost model research
  • Engine-selection accuracy evaluation
  • Zero-shot SQL engine routing
  • Comparative performance analysis

πŸ—‚ Dataset Structure

Each row in the dataset corresponds to a single query variant.

Columns

Column Description
query_id TPC-H query identifier (Q1–Q22)
variant Variant number of the query
sql The executed SQL query
query_hash Unique hash identifier of the query
sqlite_time_sec Execution time on SQLite (seconds)
duckdb_time_sec Execution time on DuckDB (seconds)
speedup_ratio sqlite_time / duckdb_time
faster_engine Engine with lower execution time
num_scans Number of scan operators
num_joins Number of JOIN operations
num_filters Number of filter conditions
has_groupby Whether query contains GROUP BY
has_orderby Whether query contains ORDER BY
query_length Length of SQL query string

πŸ“Š Dataset Statistics

  • Total queries: ~1050
  • Base queries: 22 (TPC-H)
  • Variants per query: ~50
  • Engines evaluated:
    • SQLite
    • DuckDB
  • Scale Factor: .5
  • Average runs per query: 3

πŸ— Data Generation Process

  1. TPC-H data generated using DuckDB’s tpch extension.
  2. Same dataset loaded into both SQLite and DuckDB.
  3. For each TPC-H query:
    • Random parameter variations generated.
    • Query executed multiple times per engine.
    • Execution time averaged.
  4. Logical features extracted from SQL text.
  5. Results stored in CSV format.

All experiments were executed in a controlled environment to reduce measurement noise.


πŸ”¬ Recommended Usage

This dataset can be used for:

  • Regression modeling (execution time prediction)
  • Classification (predict faster engine)
  • Feature importance analysis
  • Robustness and generalization experiments
  • Cross-engine query optimization research

Example usage in Python:

import pandas as pd

df = pd.read_csv("master_dataset.csv")
X = df.drop(columns=["sqlite_time_sec", "duckdb_time_sec", "faster_engine"])
Downloads last month
37