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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
Q4
4
SELECT o_orderpriority, COUNT(*) AS order_count FROM orders WHERE o_orderdate >= '1995-09-28' AND o_orderdate < '1995-12-28' AND EXISTS ( SELECT 1 FROM lineitem WHERE l_orderkey = o_orderkey AND l_commitdate < l_receiptdate ) GROUP BY o_orderpriority ORDER BY o_orderpriority;
bd757ac8c487
0.050207
0.02534
1.9813
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
Q11
5
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 = 'INDONESIA' GROUP BY ps_partkey HAVING SUM(ps_supplycost * ps_availqty) > 436814 ORDER BY value DESC;
eee3efb9038b
0.232081
0.023525
9.8652
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
Q17
19
SELECT SUM(l_extendedprice) / 7.0 AS avg_yearly FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#45' AND p_container = 'WRAP CASE' AND l_quantity < 12;
b5fa0559af30
0.008924
0.01928
0.4628
sqlite
1
0
3
0
0
0
0
0
0
0
1
1
2
218
1
0
0
0
3
27
2
3
0
0
1
1
Q10
11
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 >= '1993-05-03' AND o_orderdate < '1993-08-03' AND l_returnflag = 'R' GROUP BY c_custkey, c_name, c_acctbal, c_phone, n_name, c_address ORDER BY revenue DESC LIMIT 10;
ccd473f5c155
0.515162
0.087957
5.857
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
Q15
30
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 >= '1997-03-21' AND l_shipdate < '1997-06-21' GROUP BY l_suppkey ) AS revenue_tbl ON s_suppkey = l_suppkey ORDER BY total_revenue DESC LIMIT 5;
5fc98234c708
0.122849
0.015118
8.1258
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
15
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 >= '1994-06-23' AND l_receiptdate < '1995-06-23' GROUP BY l_shipmode ORDER BY l_shipmode;
1e5228f21a8c
0.252807
0.031262
8.0868
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
Q15
36
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 >= '1994-05-07' AND l_shipdate < '1994-08-07' GROUP BY l_suppkey ) AS revenue_tbl ON s_suppkey = l_suppkey ORDER BY total_revenue DESC LIMIT 10;
59a4805f66e9
0.103071
0.014564
7.0772
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
Q16
0
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#31' AND p_type NOT LIKE 'LARGE%' AND p_size IN (36, 32, 4, 23, 42, 43, 25, 34) GROUP BY p_brand, p_type, p_size ORDER BY supplier_cnt DESC, p_brand, p_type, p_size;
90575846b000
0.097554
0.023753
4.107
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
Q19
4
SELECT SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#11' AND l_quantity >= 4 AND l_quantity <= 35 AND p_size BETWEEN 1 AND 18;
9f38dc454ffe
0.048347
0.022853
2.1156
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
Q7
13
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 = 'BRAZIL' AND n2.n_name = 'JORDAN' AND l_shipdate BETWEEN '1994-11-23' AND '1996-08-06' GROUP BY n1.n_name, n2.n_name;
c9803ce196f0
0.663743
0.043474
15.2676
duckdb
5
0
4
1
0
0
0
0
0
0
0
1
6
569
3
1
0
0
20
66
4
7
0
0
1
0
Q14
2
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 >= '1995-04-10' AND l_shipdate < '1995-05-10';
f61782c36652
0.049849
0.024248
2.0558
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
Q1
18
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 <= '1998-10-23' GROUP BY l_returnflag, l_linestatus ORDER BY l_returnflag, l_linestatus;
87cf7f674975
3.353925
0.070944
47.2755
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
Q3
0
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 = 'HOUSEHOLD' AND o_orderdate < '1993-10-11' AND l_shipdate > '1993-10-11' GROUP BY o_orderkey, o_orderdate, o_shippriority ORDER BY revenue DESC, o_orderdate LIMIT 10;
ab945be48ee3
0.491557
0.033976
14.468
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
Q7
42
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 = 'INDIA' AND n2.n_name = 'ETHIOPIA' AND l_shipdate BETWEEN '1994-11-28' AND '1996-03-01' GROUP BY n1.n_name, n2.n_name;
b324c01a9d4a
0.609762
0.042603
14.3126
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
Q6
45
SELECT SUM(l_extendedprice * l_discount) AS revenue FROM lineitem WHERE l_shipdate >= '1996-01-07' AND l_shipdate < '1997-01-07' AND l_discount BETWEEN 0.05 AND 0.07 AND l_quantity < 25;
bd4926b181bd
0.196619
0.010555
18.6286
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
16
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 ('17', '30', '18') AND c_acctbal > 4439.66 GROUP BY cntrycode ORDER BY cntrycode;
5d39a459e47e
0.008355
0.005134
1.6272
duckdb
0
0
2
1
1
0
0
0
0
0
0
2
1
291
5
0
1
0
0
32
3
8
0
1
1
0
Q21
28
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 = 'ETHIOPIA' AND l1.l_receiptdate > l1.l_commitdate GROUP BY s_name ORDER BY numwait DESC, s_name LIMIT 10;
74c299acb6cf
1.912182
0.059982
31.8795
duckdb
3
0
3
1
1
0
1
0
0
0
0
1
4
405
2
0
0
0
9
48
2
1
0
0
1
0
Q2
46
SELECT s_name, s_address, s_phone, s_acctbal, n_name FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE s_acctbal > 4618.37 ORDER BY s_acctbal DESC LIMIT 10;
00fc9cd0c7e5
0.000732
0.002246
0.3261
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
Q3
36
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 = 'BUILDING' AND o_orderdate < '1993-02-18' AND l_shipdate > '1993-02-18' GROUP BY o_orderkey, o_orderdate, o_shippriority ORDER BY revenue DESC, o_orderdate LIMIT 50;
ad066f4ef336
0.401861
0.036465
11.0204
duckdb
2
0
3
1
1
0
1
0
0
0
0
1
3
468
4
0
0
0
6
49
3
8
0
0
1
0
Q14
8
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 >= '1996-07-27' AND l_shipdate < '1996-08-27';
785daedb8f3d
0.052304
0.023288
2.246
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
Q21
40
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 = 'ETHIOPIA' AND l1.l_receiptdate > l1.l_commitdate GROUP BY s_name ORDER BY numwait DESC, s_name LIMIT 20;
f5041ba924c9
1.907666
0.059874
31.8614
duckdb
3
0
3
1
1
0
1
0
0
0
0
1
4
405
2
0
0
0
9
48
2
1
0
0
1
0
Q17
45
SELECT SUM(l_extendedprice) / 7.0 AS avg_yearly FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#55' AND p_container = 'SM BOX' AND l_quantity < 33;
8935d85810d1
0.009128
0.016705
0.5464
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
Q5
32
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 >= '1996-06-11' AND o_orderdate < '1997-06-11' GROUP BY n_name ORDER BY revenue DESC;
b9b0c780da61
3.381472
0.171551
19.7112
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
Q2
43
SELECT s_name, s_address, s_phone, s_acctbal, n_name FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE s_acctbal > 1507.6 ORDER BY s_acctbal DESC LIMIT 10;
c00aec733046
0.00096
0.002125
0.4516
sqlite
1
0
1
0
1
0
1
0
0
0
0
0
2
206
5
0
0
0
1
24
0
2
0
0
0
1
Q16
15
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#52' AND p_type NOT LIKE 'MEDIUM%' AND p_size IN (1, 14, 33, 30, 24, 4, 40, 41) GROUP BY p_brand, p_type, p_size ORDER BY supplier_cnt DESC, p_brand, p_type, p_size;
e2a1de7de8a8
0.100905
0.021712
4.6475
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
Q14
32
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 >= '1995-01-01' AND l_shipdate < '1995-02-01';
9b2ddfd8d5fe
0.055442
0.023371
2.3723
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
Q3
5
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 < '1995-09-28' AND l_shipdate > '1995-09-28' GROUP BY o_orderkey, o_orderdate, o_shippriority ORDER BY revenue DESC, o_orderdate LIMIT 20;
d1e82b7e27e0
0.740841
0.036854
20.1021
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
Q22
15
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 ('29', '13', '30') AND c_acctbal > 1305.64 GROUP BY cntrycode ORDER BY cntrycode;
5cc9124a04bb
0.009231
0.005684
1.6242
duckdb
0
0
2
1
1
0
0
0
0
0
0
2
1
291
5
0
1
0
0
32
3
8
0
1
1
0
Q1
8
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 <= '1998-09-05' GROUP BY l_returnflag, l_linestatus ORDER BY l_returnflag, l_linestatus;
ba27e073d5d1
3.150161
0.113041
27.8675
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
Q18
17
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) > 232 ORDER BY o_totalprice DESC, o_orderdate LIMIT 100;
ee3d96d5b6aa
8.711177
0.723167
12.0459
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
Q22
21
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 ('18', '13', '30', '26', '31', '17') AND c_acctbal > 1472.75 GROUP BY cntrycode ORDER BY cntrycode;
f32d3b7508d1
0.013247
0.005896
2.2466
duckdb
0
0
2
1
1
0
0
0
0
0
0
2
1
309
5
0
1
0
0
35
6
11
0
1
1
0
Q14
20
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 >= '1996-06-23' AND l_shipdate < '1996-07-23';
5a124407dff2
0.049327
0.022773
2.1661
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
Q7
12
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 = 'ROMANIA' AND n2.n_name = 'BRAZIL' AND l_shipdate BETWEEN '1994-11-22' AND '1997-04-24' GROUP BY n1.n_name, n2.n_name;
978c6478ff81
0.871018
0.043719
19.9231
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
Q13
12
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
0.611931
0.061545
9.9427
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
Q17
29
SELECT SUM(l_extendedprice) / 7.0 AS avg_yearly FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#53' AND p_container = 'MED BOX' AND l_quantity < 40;
37fcbe443cb6
0.008488
0.017756
0.478
sqlite
1
0
3
0
0
0
0
0
0
0
0
1
2
216
1
0
0
0
3
27
2
3
0
0
1
1
Q3
42
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 = 'BUILDING' AND o_orderdate < '1995-05-20' AND l_shipdate > '1995-05-20' GROUP BY o_orderkey, o_orderdate, o_shippriority ORDER BY revenue DESC, o_orderdate LIMIT 50;
4771a995f2f9
1.040702
0.044664
23.3007
duckdb
2
0
3
1
1
0
1
0
0
0
0
1
3
468
4
0
0
0
6
49
3
8
0
0
1
0
Q2
44
SELECT s_name, s_address, s_phone, s_acctbal, n_name FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE s_acctbal > 8588.96 ORDER BY s_acctbal DESC LIMIT 50;
dc1bde1e96e0
0.000603
0.002111
0.2855
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
Q4
16
SELECT o_orderpriority, COUNT(*) AS order_count FROM orders WHERE o_orderdate >= '1996-06-09' AND o_orderdate < '1996-09-09' AND EXISTS ( SELECT 1 FROM lineitem WHERE l_orderkey = o_orderkey AND l_commitdate < l_receiptdate ) GROUP BY o_orderpriority ORDER BY o_orderpriority;
2bd8cd01693d
0.05248
0.03537
1.4837
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
Q17
17
SELECT SUM(l_extendedprice) / 7.0 AS avg_yearly FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#14' AND p_container = 'LG CASE' AND l_quantity < 36;
7ff4f2147448
0.007002
0.015545
0.4504
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
Q6
21
SELECT SUM(l_extendedprice * l_discount) AS revenue FROM lineitem WHERE l_shipdate >= '1996-02-19' AND l_shipdate < '1997-02-19' AND l_discount BETWEEN 0.05 AND 0.07 AND l_quantity < 24;
5b26b6b21737
0.19256
0.010507
18.326
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
Q16
23
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#31' AND p_type NOT LIKE 'ECONOMY%' AND p_size IN (5, 44, 18, 35, 37, 43, 3, 12) GROUP BY p_brand, p_type, p_size ORDER BY supplier_cnt DESC, p_brand, p_type, p_size;
945c2e13a6d0
0.091193
0.020229
4.508
duckdb
1
0
3
1
1
0
0
1
1
0
0
1
2
374
4
0
1
0
3
48
2
9
0
1
0
0
Q1
37
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 <= '1998-09-25' GROUP BY l_returnflag, l_linestatus ORDER BY l_returnflag, l_linestatus;
04b7557a22b1
3.290211
0.067368
48.8394
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
Q12
2
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', 'MAIL') AND l_commitdate < l_receiptdate AND l_shipdate < l_commitdate AND l_receiptdate >= '1995-12-03' AND l_receiptdate < '1996-12-03' GROUP BY l_shipmode ORDER BY l_shipmode;
3ed930df3551
0.272887
0.039283
6.9467
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
23
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 >= '1996-09-24' AND o_orderdate < '1997-09-24' GROUP BY n_name ORDER BY revenue DESC;
a8c877015994
3.445846
0.175336
19.6528
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
Q6
37
SELECT SUM(l_extendedprice * l_discount) AS revenue FROM lineitem WHERE l_shipdate >= '1995-10-02' AND l_shipdate < '1996-10-02' AND l_discount BETWEEN 0.06 AND 0.08 AND l_quantity < 24;
ffce57fd6c6f
0.199694
0.010677
18.7024
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
Q3
47
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 = 'HOUSEHOLD' AND o_orderdate < '1996-09-23' AND l_shipdate > '1996-09-23' GROUP BY o_orderkey, o_orderdate, o_shippriority ORDER BY revenue DESC, o_orderdate LIMIT 50;
4385073f9e08
1.187646
0.038246
31.0531
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
Q8
10
SELECT o_orderdate, SUM(CASE WHEN n_name = 'PERU' 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 '1994-02-25' AND '1997-10-08' GROUP BY o_orderdate ORDER BY o_orderdate;
645e56d05f0e
5.404017
0.342449
15.7805
duckdb
3
0
2
1
1
0
0
0
0
0
1
2
4
487
3
1
0
0
6
57
3
9
0
0
1
0
Q4
15
SELECT o_orderpriority, COUNT(*) AS order_count FROM orders WHERE o_orderdate >= '1993-11-07' AND o_orderdate < '1994-02-07' AND EXISTS ( SELECT 1 FROM lineitem WHERE l_orderkey = o_orderkey AND l_commitdate < l_receiptdate ) GROUP BY o_orderpriority ORDER BY o_orderpriority;
1460749f07a8
0.049017
0.024334
2.0144
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
Q8
33
SELECT o_orderdate, SUM(CASE WHEN n_name = 'EGYPT' 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 '1994-04-06' AND '1996-11-03' GROUP BY o_orderdate ORDER BY o_orderdate;
03270a9e42c5
3.901285
0.48789
7.9962
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
20
SELECT o_orderpriority, COUNT(*) AS order_count FROM orders WHERE o_orderdate >= '1993-05-06' AND o_orderdate < '1993-08-06' AND EXISTS ( SELECT 1 FROM lineitem WHERE l_orderkey = o_orderkey AND l_commitdate < l_receiptdate ) GROUP BY o_orderpriority ORDER BY o_orderpriority;
476fa9ccee8f
0.048024
0.031164
1.541
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
Q8
36
SELECT o_orderdate, SUM(CASE WHEN n_name = 'BRAZIL' 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 '1994-08-21' AND '1997-05-19' GROUP BY o_orderdate ORDER BY o_orderdate;
9eeb32ff6f4f
4.202792
0.268506
15.6525
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
Q8
44
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 '1994-07-25' AND '1997-11-20' GROUP BY o_orderdate ORDER BY o_orderdate;
3865922e7fd1
5.045066
0.327601
15.4
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
Q17
33
SELECT SUM(l_extendedprice) / 7.0 AS avg_yearly FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#11' AND p_container = 'WRAP PKG' AND l_quantity < 13;
4f53ee63fc91
0.007255
0.015389
0.4714
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
Q6
12
SELECT SUM(l_extendedprice * l_discount) AS revenue FROM lineitem WHERE l_shipdate >= '1996-05-10' AND l_shipdate < '1997-05-10' AND l_discount BETWEEN 0.03 AND 0.05 AND l_quantity < 24;
184773c7559a
0.195019
0.010799
18.0598
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
Q20
38
SELECT s_name, s_address FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE n_name = 'IRAQ' AND s_suppkey IN ( SELECT ps_suppkey FROM partsupp WHERE ps_availqty > 207 AND ps_partkey IN ( SELECT p_partkey FROM part WHERE p_name LIKE 'snow%' ) ) ORDER BY s_name;
292a332697bd
0.007774
0.008799
0.8834
sqlite
1
1
3
0
1
0
0
0
1
0
0
0
2
416
2
0
1
0
3
44
2
1
2
1
0
1
Q10
2
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 >= '1996-06-22' AND o_orderdate < '1996-09-22' AND l_returnflag = 'R' GROUP BY c_custkey, c_name, c_acctbal, c_phone, n_name, c_address ORDER BY revenue DESC LIMIT 50;
88041561b683
0.097236
0.070049
1.3881
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
Q4
17
SELECT o_orderpriority, COUNT(*) AS order_count FROM orders WHERE o_orderdate >= '1993-05-12' AND o_orderdate < '1993-08-12' AND EXISTS ( SELECT 1 FROM lineitem WHERE l_orderkey = o_orderkey AND l_commitdate < l_receiptdate ) GROUP BY o_orderpriority ORDER BY o_orderpriority;
c814b6fc7acd
0.048864
0.030474
1.6035
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
Q3
15
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 = 'HOUSEHOLD' AND o_orderdate < '1993-02-22' AND l_shipdate > '1993-02-22' GROUP BY o_orderkey, o_orderdate, o_shippriority ORDER BY revenue DESC, o_orderdate LIMIT 20;
6dfe5c7f9b22
0.393428
0.032565
12.0812
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
Q3
25
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 < '1996-12-24' AND l_shipdate > '1996-12-24' GROUP BY o_orderkey, o_orderdate, o_shippriority ORDER BY revenue DESC, o_orderdate LIMIT 50;
fae3012ee2e5
1.011188
0.06489
15.5832
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
Q13
43
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 '%express%foxes%' GROUP BY c_custkey ) AS c_orders GROUP BY c_count ORDER BY custdist DESC, c_count DESC;
079c52065f95
0.933302
0.077834
11.991
duckdb
1
1
0
1
1
0
0
0
1
0
0
2
2
371
2
0
0
1
0
41
1
0
1
1
1
0
Q7
0
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 = 'KENYA' AND n2.n_name = 'CANADA' AND l_shipdate BETWEEN '1994-08-23' AND '1997-09-23' GROUP BY n1.n_name, n2.n_name;
276f9575aea0
0.824716
0.051124
16.1317
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
Q20
23
SELECT s_name, s_address FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE n_name = 'IRAN' AND s_suppkey IN ( SELECT ps_suppkey FROM partsupp WHERE ps_availqty > 479 AND ps_partkey IN ( SELECT p_partkey FROM part WHERE p_name LIKE 'ivory%' ) ) ORDER BY s_name;
333f23679486
0.007834
0.009518
0.823
sqlite
1
1
3
0
1
0
0
0
1
0
0
0
2
417
2
0
1
0
3
44
2
1
2
1
0
1
Q5
30
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 = 'AFRICA' AND o_orderdate >= '1994-08-06' AND o_orderdate < '1995-08-06' GROUP BY n_name ORDER BY revenue DESC;
75b3e7430b6b
3.286408
0.149474
21.9865
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
Q12
4
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', 'MAIL') AND l_commitdate < l_receiptdate AND l_shipdate < l_commitdate AND l_receiptdate >= '1994-06-17' AND l_receiptdate < '1995-06-17' GROUP BY l_shipmode ORDER BY l_shipmode;
8898b120995c
0.263524
0.031751
8.2996
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
Q15
0
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 >= '1995-06-10' AND l_shipdate < '1995-09-10' GROUP BY l_suppkey ) AS revenue_tbl ON s_suppkey = l_suppkey ORDER BY total_revenue DESC LIMIT 10;
9d487d373ab0
0.106791
0.015661
6.8187
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
Q15
24
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 >= '1996-06-23' AND l_shipdate < '1996-09-23' GROUP BY l_suppkey ) AS revenue_tbl ON s_suppkey = l_suppkey ORDER BY total_revenue DESC LIMIT 1;
b03180de7be3
0.102229
0.014376
7.1109
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
Q22
6
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', '18', '31', '29', '20', '26', '11') AND c_acctbal > 3644.15 GROUP BY cntrycode ORDER BY cntrycode;
75feea49949b
0.012447
0.00516
2.4124
duckdb
0
0
2
1
1
0
0
0
0
0
0
2
1
315
5
0
1
0
0
36
7
12
0
1
1
0
Q10
31
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 >= '1993-09-12' AND o_orderdate < '1993-12-12' AND l_returnflag = 'R' GROUP BY c_custkey, c_name, c_acctbal, c_phone, n_name, c_address ORDER BY revenue DESC LIMIT 10;
312152a193d9
0.509344
0.096855
5.2588
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
Q2
28
SELECT s_name, s_address, s_phone, s_acctbal, n_name FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE s_acctbal > 2294.98 ORDER BY s_acctbal DESC LIMIT 50;
818fa16ab593
0.001134
0.002606
0.4351
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
Q12
34
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 >= '1995-04-25' AND l_receiptdate < '1996-04-25' GROUP BY l_shipmode ORDER BY l_shipmode;
da215d27eb20
0.32816
0.031868
10.2976
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
8
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 = 'AMERICA' AND o_orderdate >= '1996-01-18' AND o_orderdate < '1997-01-18' GROUP BY n_name ORDER BY revenue DESC;
502647f9cc65
3.030288
0.150931
20.0773
duckdb
5
0
3
1
1
0
0
0
0
0
0
1
6
497
2
0
0
0
15
60
3
7
0
0
1
0
Q19
29
SELECT SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#22' AND l_quantity >= 3 AND l_quantity <= 37 AND p_size BETWEEN 3 AND 35;
a1e78e5fb940
0.08399
0.024464
3.4331
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
5
SELECT o_orderdate, SUM(CASE WHEN n_name = 'BRAZIL' 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 '1993-07-04' AND '1997-03-18' GROUP BY o_orderdate ORDER BY o_orderdate;
79c80db63e21
5.523305
0.349383
15.8087
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
Q15
37
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 >= '1993-01-26' AND l_shipdate < '1993-04-26' GROUP BY l_suppkey ) AS revenue_tbl ON s_suppkey = l_suppkey ORDER BY total_revenue DESC LIMIT 10;
66d35395275e
0.099389
0.014925
6.6591
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
Q3
24
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 = 'HOUSEHOLD' AND o_orderdate < '1993-07-09' AND l_shipdate > '1993-07-09' GROUP BY o_orderkey, o_orderdate, o_shippriority ORDER BY revenue DESC, o_orderdate LIMIT 20;
1ad8c32210a0
0.445094
0.041111
10.8267
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
Q13
38
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
0.743138
0.065031
11.4274
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
Q6
25
SELECT SUM(l_extendedprice * l_discount) AS revenue FROM lineitem WHERE l_shipdate >= '1995-10-14' AND l_shipdate < '1996-10-14' AND l_discount BETWEEN 0.03 AND 0.05 AND l_quantity < 24;
399bd7f74e7a
0.195834
0.011225
17.4465
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
Q17
30
SELECT SUM(l_extendedprice) / 7.0 AS avg_yearly FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#21' AND p_container = 'WRAP PKG' AND l_quantity < 23;
83673415850f
0.00842
0.014959
0.5629
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
Q10
21
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 >= '1993-01-09' AND o_orderdate < '1993-04-09' AND l_returnflag = 'R' GROUP BY c_custkey, c_name, c_acctbal, c_phone, n_name, c_address ORDER BY revenue DESC LIMIT 10;
0590c2985a01
0.504287
0.091823
5.492
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
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 >= '1993-09-15' AND l_shipdate < '1993-12-15' GROUP BY l_suppkey ) AS revenue_tbl ON s_suppkey = l_suppkey ORDER BY total_revenue DESC LIMIT 10;
954c5de4097c
0.099098
0.014614
6.7811
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
47
SELECT SUM(l_extendedprice * l_discount) AS revenue FROM lineitem WHERE l_shipdate >= '1995-08-23' AND l_shipdate < '1996-08-23' AND l_discount BETWEEN 0.04 AND 0.06 AND l_quantity < 24;
effca7eec309
0.191436
0.010549
18.1478
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
Q21
25
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 = 'MOROCCO' AND l1.l_receiptdate > l1.l_commitdate GROUP BY s_name ORDER BY numwait DESC, s_name LIMIT 100;
c1fbcb970f4f
1.609734
0.064993
24.7678
duckdb
3
0
3
1
1
0
1
0
0
0
0
1
4
405
2
0
0
0
9
48
2
1
0
0
1
0
Q19
37
SELECT SUM(l_extendedprice * (1 - l_discount)) AS revenue FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#34' AND l_quantity >= 5 AND l_quantity <= 36 AND p_size BETWEEN 1 AND 26;
deb7a863bb8e
0.099836
0.037477
2.6639
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
Q20
31
SELECT s_name, s_address FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE n_name = 'PERU' AND s_suppkey IN ( SELECT ps_suppkey FROM partsupp WHERE ps_availqty > 188 AND ps_partkey IN ( SELECT p_partkey FROM part WHERE p_name LIKE 'copper%' ) ) ORDER BY s_name;
443ec6c9eede
0.004658
0.005302
0.8785
sqlite
1
1
3
0
1
0
0
0
1
0
0
0
2
418
2
0
1
0
3
44
2
1
2
1
0
1
Q8
11
SELECT o_orderdate, SUM(CASE WHEN n_name = 'JORDAN' 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 '1995-10-20' AND '1996-10-22' GROUP BY o_orderdate ORDER BY o_orderdate;
7674dd4ff382
1.758018
0.119526
14.7082
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
Q14
30
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 >= '1994-01-27' AND l_shipdate < '1994-02-27';
07fba353e59d
0.057373
0.024225
2.3684
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
5
SELECT SUM(l_extendedprice) / 7.0 AS avg_yearly FROM lineitem JOIN part ON l_partkey = p_partkey WHERE p_brand = 'Brand#31' AND p_container = 'SM PKG' AND l_quantity < 15;
501c2012cb53
0.012319
0.015746
0.7824
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
Q11
4
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 = 'ETHIOPIA' GROUP BY ps_partkey HAVING SUM(ps_supplycost * ps_availqty) > 671971 ORDER BY value DESC;
8068ea64a08b
0.222255
0.019351
11.4852
duckdb
2
0
1
1
1
1
0
0
0
0
0
2
3
327
2
0
0
0
2
38
1
1
0
0
1
0
Q2
14
SELECT s_name, s_address, s_phone, s_acctbal, n_name FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE s_acctbal > 1964.61 ORDER BY s_acctbal DESC LIMIT 50;
d7b90c06ddad
0.00124
0.002733
0.4538
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
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 ('REG AIR', 'SHIP') AND l_commitdate < l_receiptdate AND l_shipdate < l_commitdate AND l_receiptdate >= '1995-11-10' AND l_receiptdate < '1996-11-10' GROUP BY l_shipmode ORDER BY l_shipmode;
ec7be47b6719
0.251046
0.03349
7.4961
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
Q6
10
SELECT SUM(l_extendedprice * l_discount) AS revenue FROM lineitem WHERE l_shipdate >= '1994-05-22' AND l_shipdate < '1995-05-22' AND l_discount BETWEEN 0.05 AND 0.07 AND l_quantity < 25;
60392b28e048
0.196742
0.010681
18.4193
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
Q14
38
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 >= '1994-02-11' AND l_shipdate < '1994-03-11';
3c43d755efea
0.046554
0.023867
1.9506
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
49
SELECT o_orderdate, SUM(CASE WHEN n_name = 'RUSSIA' 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 '1993-05-18' AND '1997-11-26' GROUP BY o_orderdate ORDER BY o_orderdate;
475106745c3e
7.044955
0.446228
15.7878
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
41
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 >= '1996-06-02' AND l_receiptdate < '1997-06-02' GROUP BY l_shipmode ORDER BY l_shipmode;
fd9311cf91a1
0.248415
0.030615
8.1142
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
Q20
8
SELECT s_name, s_address FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE n_name = 'ALGERIA' AND s_suppkey IN ( SELECT ps_suppkey FROM partsupp WHERE ps_availqty > 124 AND ps_partkey IN ( SELECT p_partkey FROM part WHERE p_name LIKE 'snow%' ) ) ORDER BY s_name;
ef3693c01308
0.007706
0.008484
0.9082
sqlite
1
1
3
0
1
0
0
0
1
0
0
0
2
419
2
0
1
0
3
44
2
1
2
1
0
1
Q5
2
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 = 'AFRICA' AND o_orderdate >= '1994-08-20' AND o_orderdate < '1995-08-20' GROUP BY n_name ORDER BY revenue DESC;
a2c6baa67335
2.943296
0.155687
18.9052
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
Q20
12
SELECT s_name, s_address FROM supplier JOIN nation ON s_nationkey = n_nationkey WHERE n_name = 'CANADA' AND s_suppkey IN ( SELECT ps_suppkey FROM partsupp WHERE ps_availqty > 110 AND ps_partkey IN ( SELECT p_partkey FROM part WHERE p_name LIKE 'snow%' ) ) ORDER BY s_name;
08a5389dfb21
0.007466
0.008484
0.88
sqlite
1
1
3
0
1
0
0
0
1
0
0
0
2
418
2
0
1
0
3
44
2
1
2
1
0
1
Q14
37
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 >= '1997-08-09' AND l_shipdate < '1997-09-09';
c499ec271c0d
0.051683
0.022587
2.2882
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
Q16
13
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#13' AND p_type NOT LIKE 'LARGE%' AND p_size IN (35, 32, 12, 50, 42, 4, 34, 3) GROUP BY p_brand, p_type, p_size ORDER BY supplier_cnt DESC, p_brand, p_type, p_size;
04e40229f32c
0.102593
0.020211
5.0761
duckdb
1
0
3
1
1
0
0
1
1
0
0
1
2
372
4
0
1
0
3
48
2
9
0
1
0
0
Q1
3
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 <= '1998-09-05' GROUP BY l_returnflag, l_linestatus ORDER BY l_returnflag, l_linestatus;
ba27e073d5d1
3.136835
0.067015
46.808
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
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"])
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