id int64 1 300 | db stringclasses 4
values | base_sql stringlengths 53 2.42k | optimized_sql stringlengths 22 1.11k | base_time float64 0.07 450k | fast_time float64 0.03 212k | base_explain_analyze unknown | optimized_explain_analyze unknown | difficulty stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|
201 | tpch | SELECT * FROM (SELECT * FROM lineitem WHERE l_linenumber = 1 AND l_returnflag = 'A' AND l_shipdate >= '1992-01-02' UNION SELECT * FROM lineitem WHERE l_linenumber = 2 AND l_returnflag = 'A' AND l_shipdate >= '1992-01-03') AS filtered_data; | SELECT * FROM lineitem WHERE l_returnflag = 'A' AND ((l_linenumber = 1 AND l_shipdate >= '1992-01-02') OR (l_linenumber = 2 AND l_shipdate >= '1992-01-03')); | 2,932.779 | 1,455.463 | {
"Node Type": "Unique",
"Total Cost": 987298.65,
"Plan Width": 370,
"Parallel Aware": false,
"Plan Rows": 316019,
"Startup Cost": 973867.84,
"Plans": [
{
"Node Type": "Sort",
"Parent Relationship": "Outer",
"Total Cost": 974657.89,
"Plan Width": 370,
"Parallel Aware": fa... | {
"Node Type": "Seq Scan",
"Total Cost": 438619.49,
"Relation Name": "lineitem",
"Plan Width": 117,
"Parallel Aware": false,
"Plan Rows": 293497,
"Startup Cost": 0,
"Alias": "lineitem"
} | easy |
202 | tpch | SELECT l_partkey, l_suppkey, dCount FROM (SELECT l_partkey, l_suppkey, COUNT(l_quantity) as dCount FROM lineitem WHERE l_partkey != 0 GROUP BY l_partkey, l_suppkey) t GROUP BY t.l_partkey, t.l_suppkey, t.dCount HAVING COUNT(t.l_suppkey) > 0; | SELECT l_partkey, l_suppkey, COUNT(l_quantity) as dCount FROM lineitem WHERE l_partkey != 0 GROUP BY l_partkey, l_suppkey HAVING COUNT(l_suppkey) > 0 | 7,910.18 | 5,977.44 | {
"Node Type": "Aggregate",
"Total Cost": 790034.94,
"Plan Width": 16,
"Parallel Aware": false,
"Plan Rows": 17641,
"Strategy": "Hashed",
"Startup Cost": 784205.11,
"Plans": [
{
"Node Type": "Aggregate",
"Parent Relationship": "Outer",
"Total Cost": 742362.63,
"Plan Width": 1... | {
"Node Type": "Aggregate",
"Total Cost": 754934.74,
"Plan Width": 16,
"Parallel Aware": false,
"Plan Rows": 176411,
"Strategy": "Hashed",
"Startup Cost": 704377.8,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "Outer",
"Total Cost": 393623.28,
"Relation Name":... | easy |
203 | tpch | SELECT DISTINCT o.o_clerk AS gamertag, COUNT(l.l_quantity) AS "Trophies", c.c_name AS person FROM customer c INNER JOIN orders o ON c.c_custkey = o.o_custkey INNER JOIN lineitem l ON o.o_orderkey = l.l_orderkey GROUP BY o.o_clerk, c.c_name ORDER BY COUNT(l.l_quantity) DESC; | WITH order_lineitems AS (
SELECT o.o_custkey, o.o_clerk, l.l_quantity
FROM orders o
INNER JOIN lineitem l ON o.o_orderkey = l.l_orderkey
)
SELECT o_clerk AS gamertag, COUNT(l_quantity) AS "Trophies", c.c_name AS person
FROM customer c
INNER JOIN order_lineitems ol ON c.c_custkey = ol.o_custkey
GROUP BY o_cl... | 71,543.838 | 48,295.177 | {
"Node Type": "Unique",
"Total Cost": 2422277.3,
"Plan Width": 43,
"Parallel Aware": false,
"Plan Rows": 4499622,
"Startup Cost": 2377281.08,
"Plans": [
{
"Node Type": "Sort",
"Parent Relationship": "Outer",
"Total Cost": 2388530.13,
"Plan Width": 43,
"Parallel Aware": f... | {
"Node Type": "Sort",
"Total Cost": 2388530.13,
"Plan Width": 43,
"Parallel Aware": false,
"Plan Rows": 4499622,
"Startup Cost": 2377281.08,
"Plans": [
{
"Node Type": "Aggregate",
"Parent Relationship": "Outer",
"Total Cost": 1603205.97,
"Plan Width": 43,
"Parallel Aware... | hard |
204 | tpch | SELECT * FROM ORDERS WHERE O_ORDERSTATUS = 'P' UNION ALL SELECT * FROM ORDERS WHERE O_ORDERSTATUS = 'F'; | SELECT * FROM ORDERS WHERE O_ORDERSTATUS IN ('P', 'F'); | 1,347.975 | 809.971 | {
"Node Type": "Append",
"Total Cost": 303353.53,
"Plan Width": 107,
"Parallel Aware": false,
"Plan Rows": 2285312,
"Startup Cost": 0,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "Member",
"Total Cost": 134536.92,
"Relation Name": "orders",
"Plan Width": ... | {
"Node Type": "Seq Scan",
"Total Cost": 134536.92,
"Relation Name": "orders",
"Plan Width": 107,
"Parallel Aware": false,
"Plan Rows": 2285313,
"Startup Cost": 0,
"Alias": "orders"
} | easy |
205 | tpch | SELECT l.*
FROM lineitem l
CROSS JOIN LATERAL (
SELECT ARRAY(
SELECT l_receiptdate
FROM lineitem
ORDER BY l_receiptdate DESC
LIMIT 2
) AS top_dates
) AS d
WHERE l.l_receiptdate BETWEEN d.top_dates[2] AND d.top_dates[1]
ORDER BY l.l_receiptdate; | WITH top_dates AS (
SELECT l_receiptdate,
ROW_NUMBER() OVER (ORDER BY l_receiptdate DESC) as rn
FROM lineitem
ORDER BY l_receiptdate DESC
LIMIT 2
)
SELECT l.*
FROM lineitem l
WHERE l.l_receiptdate BETWEEN (SELECT l_receiptdate FROM top_dates WHERE rn = 2) AND (SELECT l_receiptdate FROM top_dates WHERE ... | 5,756.659 | 4,320.814 | {
"Node Type": "Sort",
"Total Cost": 1261295.79,
"Plan Width": 117,
"Parallel Aware": false,
"Plan Rows": 22498,
"Startup Cost": 1261239.55,
"Plans": [
{
"Node Type": "Limit",
"Parent Relationship": "InitPlan",
"Total Cost": 427370.45,
"Plan Width": 4,
"Parallel Aware": f... | {
"Node Type": "Sort",
"Total Cost": 1409207.35,
"Plan Width": 117,
"Parallel Aware": false,
"Plan Rows": 22498,
"Startup Cost": 1409151.11,
"Plans": [
{
"Node Type": "Limit",
"Parent Relationship": "InitPlan",
"Total Cost": 1002652.36,
"Plan Width": 12,
"Parallel Aware":... | hard |
206 | tpch | SELECT COUNT(DISTINCT l_partkey) FILTER (WHERE l_shipdate BETWEEN '1992-09-01' AND '1992-09-30'), COUNT(DISTINCT l_shipdate) FILTER (WHERE l_shipdate BETWEEN '1992-09-01' AND '1992-09-30'), SUM(l_extendedprice) FILTER (WHERE l_shipdate BETWEEN '1992-09-01' AND '1992-09-30') FROM lineitem | SELECT COUNT(DISTINCT l_partkey), COUNT(DISTINCT l_shipdate), SUM(l_extendedprice) FROM lineitem WHERE l_shipdate BETWEEN '1992-09-01' AND '1992-09-30' | 2,074.451 | 1,646.255 | {
"Node Type": "Aggregate",
"Total Cost": 483615.73,
"Plan Width": 48,
"Parallel Aware": false,
"Plan Rows": 1,
"Strategy": "Plain",
"Startup Cost": 483615.72,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "Outer",
"Total Cost": 382374.22,
"Relation Name": "lin... | {
"Node Type": "Aggregate",
"Total Cost": 405331.83,
"Plan Width": 48,
"Parallel Aware": false,
"Plan Rows": 1,
"Strategy": "Plain",
"Startup Cost": 405331.82,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "Outer",
"Total Cost": 404872.33,
"Relation Name": "lin... | hard |
207 | tpch | WITH filtered_lineitems AS (
SELECT l_suppkey, l_shipdate, l_quantity
FROM lineitem
WHERE EXTRACT(YEAR FROM l_shipdate) >= 1984 AND l_quantity >= 0
)
SELECT s_name AS site_name, EXTRACT(YEAR FROM l_shipdate) AS survey_year, AVG(l_quantity) AS snow_depth
FROM supplier
JOIN filtered_lineitems ON s_suppkey = l_suppk... | WITH pre_aggregated AS (
SELECT
l_suppkey,
EXTRACT(YEAR FROM l_shipdate) AS survey_year,
AVG(l_quantity) AS avg_quantity,
COUNT(*) AS count_items
FROM lineitem
WHERE EXTRACT(YEAR FROM l_shipdate) >= 1984 AND l_quantity >= 0
GROUP BY l_suppkey, EXTRACT(YEAR FROM l_shipdate)
)
SELECT s_name AS si... | 32,660.835 | 5,819.418 | {
"Node Type": "Aggregate",
"Total Cost": 717280.22,
"Plan Width": 66,
"Parallel Aware": false,
"Plan Rows": 1499874,
"Strategy": "Sorted",
"Startup Cost": 676033.68,
"Plans": [
{
"Node Type": "Sort",
"Parent Relationship": "Outer",
"Total Cost": 679783.37,
"Plan Width": 39,
... | {
"Node Type": "Sort",
"Total Cost": 639363.9,
"Plan Width": 66,
"Parallel Aware": false,
"Plan Rows": 442159,
"Startup Cost": 638258.5,
"Plans": [
{
"Node Type": "Hash Join",
"Parent Relationship": "Outer",
"Total Cost": 578659.79,
"Plan Width": 66,
"Parallel Aware": fal... | medium |
208 | tpch | SELECT
M.Client_ID,
M.Client,
SUM(COALESCE(C.Time_spent_h, 0)) + SUM(M.Time_spent_h) AS Total_time
FROM
(SELECT
o.O_CUSTKEY AS Client_ID,
c.C_NAME AS Client,
SUM(o.O_TOTALPRICE) AS Time_spent_h
FROM
ORDERS o
JOIN CUSTOMER c ON o.O_CUSTKEY = c.C_CUSTKEY
... | WITH customer_orders AS (SELECT o.O_CUSTKEY AS Client_ID, c.C_NAME AS Client, SUM(o.O_TOTALPRICE) AS Time_spent_h FROM ORDERS o JOIN CUSTOMER c ON o.O_CUSTKEY = c.C_CUSTKEY GROUP BY o.O_CUSTKEY, c.C_NAME) SELECT Client_ID, Client, SUM(COALESCE(Time_spent_h, 0)) * 2 AS Total_time FROM customer_orders GROUP BY Client_ID,... | 27,765.582 | 19,826.829 | {
"Node Type": "Aggregate",
"Total Cost": 2533748109.92,
"Plan Width": 55,
"Parallel Aware": false,
"Plan Rows": 40000,
"Strategy": "Sorted",
"Startup Cost": 47.99,
"Plans": [
{
"Node Type": "Merge Join",
"Parent Relationship": "Outer",
"Total Cost": 1520926084.43,
"Plan Widt... | {
"Node Type": "Aggregate",
"Total Cost": 875777.56,
"Plan Width": 55,
"Parallel Aware": false,
"Plan Rows": 40000,
"Strategy": "Sorted",
"Startup Cost": 24,
"Plans": [
{
"Node Type": "Aggregate",
"Parent Relationship": "Outer",
"Total Cost": 796415.06,
"Plan Width": 55,
... | hard |
209 | tpch | WITH filtered_lineitem AS MATERIALIZED (SELECT * FROM lineitem WHERE l_returnflag = 'R') SELECT l_returnflag as markup_type, ps_comment as supplier_invoice_number, l_orderkey as client_payment_req_id, l_extendedprice as net_amount, l_discount as markup_value, l_quantity as net_qty, l_tax as markup_value, o_custkey as b... | SELECT l_returnflag as markup_type, ps_comment as supplier_invoice_number, l_orderkey as client_payment_req_id, l_extendedprice as net_amount, l_discount as markup_value, l_quantity as net_qty, l_tax as markup_value, o_custkey as buyerClientId, ps_partkey as contract_id FROM (SELECT * FROM lineitem WHERE l_returnflag =... | 12,341.79 | 6,314.222 | {
"Node Type": "Nested Loop",
"Total Cost": 660809.23,
"Plan Width": 218,
"Parallel Aware": false,
"Plan Rows": 240,
"Startup Cost": 552810.08,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "InitPlan",
"Total Cost": 393623.28,
"Relation Name": "lineitem",
"... | {
"Node Type": "Hash Join",
"Total Cost": 840923.32,
"Plan Width": 161,
"Parallel Aware": false,
"Plan Rows": 1117256,
"Startup Cost": 575504.35,
"Plans": [
{
"Node Type": "Hash Join",
"Parent Relationship": "Outer",
"Total Cost": 611544.35,
"Plan Width": 39,
"Parallel Aw... | easy |
210 | tpch | SELECT li.* FROM (SELECT p_partkey FROM part WHERE p_partkey IN (1, 2)) p JOIN (SELECT l_partkey, MIN(l_linenumber) as min_linenumber FROM lineitem GROUP BY l_partkey) min_li ON p.p_partkey = min_li.l_partkey JOIN lineitem li ON li.l_partkey = min_li.l_partkey AND li.l_linenumber = min_li.min_linenumber | SELECT li.* FROM lineitem li JOIN part p ON p.p_partkey = li.l_partkey WHERE p.p_partkey IN (1, 2) AND li.l_linenumber = (SELECT MIN(l_linenumber) FROM lineitem WHERE l_partkey = p.p_partkey) | 4,681.523 | 0.411 | {
"Node Type": "Nested Loop",
"Total Cost": 682620.73,
"Plan Width": 117,
"Parallel Aware": false,
"Plan Rows": 1,
"Startup Cost": 635487.3,
"Plans": [
{
"Node Type": "Hash Join",
"Parent Relationship": "Outer",
"Total Cost": 682614.07,
"Plan Width": 12,
"Parallel Aware":... | {
"Node Type": "Nested Loop",
"Total Cost": 821.33,
"Plan Width": 117,
"Parallel Aware": false,
"Plan Rows": 1,
"Startup Cost": 0.86,
"Plans": [
{
"Node Type": "Index Only Scan",
"Parent Relationship": "Outer",
"Total Cost": 8.88,
"Relation Name": "part",
"Plan Width": 4,... | medium |
211 | tpch | SELECT rank() over(PARTITION BY CASE WHEN EXTRACT(DOW FROM l_shipdate) = 6 THEN 1 ELSE 0 END) AS "week", EXTRACT(DOW FROM l_shipdate) AS dayy, to_char(l_shipdate, 'TMDay') AS dayname, l_shipdate AS tanggal FROM lineitem WHERE EXTRACT(MONTH FROM l_shipdate) = 4 AND EXTRACT(YEAR FROM l_shipdate) = 1998 GROUP BY dayy, tan... | WITH filtered_lineitem AS (
SELECT l_shipdate
FROM lineitem
WHERE l_shipdate >= '1998-04-01' AND l_shipdate <= '1998-04-30'
)
SELECT rank() over(PARTITION BY CASE WHEN EXTRACT(DOW FROM l_shipdate) = 6 THEN 1 ELSE 0 END) AS "week", EXTRACT(DOW FROM l_shipdate) AS dayy, to_char(l_shipdate, 'TMDay') AS dayname, l_... | 1,774.539 | 1,377.549 | {
"Node Type": "Sort",
"Total Cost": 449886.72,
"Plan Width": 56,
"Parallel Aware": false,
"Plan Rows": 110,
"Startup Cost": 449886.45,
"Plans": [
{
"Node Type": "WindowAgg",
"Parent Relationship": "Outer",
"Total Cost": 449882.72,
"Plan Width": 56,
"Parallel Aware": fals... | {
"Node Type": "Sort",
"Total Cost": 405872.71,
"Plan Width": 56,
"Parallel Aware": false,
"Plan Rows": 2507,
"Startup Cost": 405866.45,
"Plans": [
{
"Node Type": "WindowAgg",
"Parent Relationship": "Outer",
"Total Cost": 405724.9,
"Plan Width": 56,
"Parallel Aware": fals... | hard |
212 | tpch | SELECT DISTINCT o_orderpriority, o_clerk
FROM (
SELECT o_orderpriority, o_clerk,
COUNT(*) OVER (PARTITION BY o_orderpriority, o_clerk) as group_count
FROM orders
) sub
WHERE group_count > 1; | SELECT DISTINCT o1.o_orderpriority, o1.o_clerk
FROM orders o1
WHERE EXISTS (
SELECT 1
FROM orders o2
WHERE o2.o_orderpriority = o1.o_orderpriority
AND o2.o_clerk = o1.o_clerk
AND o2.o_orderkey <> o1.o_orderkey
); | 23,225.254 | 6,543.89 | {
"Node Type": "Unique",
"Total Cost": 989796.19,
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 15000,
"Startup Cost": 836021.8,
"Plans": [
{
"Node Type": "Subquery Scan",
"Parent Relationship": "Outer",
"Total Cost": 982295,
"Plan Width": 32,
"Parallel Aware": ... | {
"Node Type": "Aggregate",
"Total Cost": 814936.11,
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 15000,
"Strategy": "Hashed",
"Startup Cost": 814786.11,
"Plans": [
{
"Node Type": "Hash Join",
"Parent Relationship": "Outer",
"Total Cost": 792282.54,
"Plan Width": 3... | easy |
213 | tpch | WITH cte_1 AS (
SELECT
o_clerk AS runner_id,
(COUNT(o_clerk)) * 100 AS percentages
FROM
orders
WHERE
o_orderstatus = 'F'
GROUP BY
o_clerk
)
SELECT
cte_1.runner_id,
(cte_1.percentages / COUNT(o.o_orderstatus)) AS percentages_successful_deliveries ... | WITH successful_orders AS (
SELECT o_clerk, COUNT(*) * 100 AS percentages
FROM orders
WHERE o_orderstatus = 'F'
GROUP BY o_clerk
),
all_orders AS (
SELECT o_clerk, COUNT(o_orderstatus) AS total_count
FROM orders
GROUP BY o_clerk
)
SELECT
COALESCE(s.o_clerk, a.o_clerk) AS runner_id,
... | 2,558.141 | 1,486.033 | {
"Node Type": "Sort",
"Total Cost": 186413.27,
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 300,
"Startup Cost": 186412.52,
"Plans": [
{
"Node Type": "Aggregate",
"Parent Relationship": "Outer",
"Total Cost": 186400.18,
"Plan Width": 32,
"Parallel Aware": fals... | {
"Node Type": "Sort",
"Total Cost": 168936.25,
"Plan Width": 72,
"Parallel Aware": false,
"Plan Rows": 45000,
"Startup Cost": 168823.75,
"Plans": [
{
"Node Type": "Hash Join",
"Parent Relationship": "Outer",
"Total Cost": 163497.78,
"Plan Width": 72,
"Parallel Aware": fa... | hard |
214 | tpch | SELECT DISTINCT COUNT(o_orderkey) OVER() FROM orders WHERE o_orderpriority = '1-URGENT' LIMIT 1; | SELECT COUNT(o_orderkey) FROM orders WHERE o_orderpriority = '1-URGENT'; | 1,163.461 | 808.413 | {
"Node Type": "Limit",
"Total Cost": 193257.03,
"Plan Width": 8,
"Parallel Aware": false,
"Plan Rows": 1,
"Startup Cost": 193257.02,
"Plans": [
{
"Node Type": "Aggregate",
"Parent Relationship": "Outer",
"Total Cost": 209044.97,
"Plan Width": 8,
"Parallel Aware": false,
... | {
"Node Type": "Aggregate",
"Total Cost": 136752.79,
"Plan Width": 8,
"Parallel Aware": false,
"Plan Rows": 1,
"Strategy": "Plain",
"Startup Cost": 136752.78,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "Outer",
"Total Cost": 134536.92,
"Relation Name": "orde... | easy |
215 | tpch | SELECT *, MAX(l_shipdate) OVER () AS date_max FROM lineitem | SELECT l.*, (SELECT MAX(l_shipdate) FROM lineitem) AS date_max FROM lineitem l | 4,521.054 | 3,319.301 | {
"Node Type": "WindowAgg",
"Total Cost": 438619.49,
"Plan Width": 121,
"Parallel Aware": false,
"Plan Rows": 4499622,
"Startup Cost": 0,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "Outer",
"Total Cost": 382374.22,
"Relation Name": "lineitem",
"Plan Widt... | {
"Node Type": "Seq Scan",
"Total Cost": 775997.5,
"Relation Name": "lineitem",
"Plan Width": 121,
"Parallel Aware": false,
"Plan Rows": 4499622,
"Startup Cost": 393623.28,
"Alias": "l",
"Plans": [
{
"Node Type": "Aggregate",
"Parent Relationship": "InitPlan",
"Total Cost": 39362... | easy |
216 | tpch | SELECT l.* FROM (SELECT DISTINCT l_orderkey FROM lineitem) orders CROSS JOIN LATERAL (SELECT * FROM lineitem li WHERE li.l_orderkey = orders.l_orderkey ORDER BY li.l_shipdate) l ORDER BY l.l_orderkey, l.l_shipdate; | SELECT * FROM lineitem ORDER BY l_orderkey, l_shipdate; | 18,746.462 | 2,813.266 | {
"Node Type": "Sort",
"Total Cost": 39481897.87,
"Plan Width": 117,
"Parallel Aware": false,
"Plan Rows": 4499622,
"Startup Cost": 39470648.82,
"Plans": [
{
"Node Type": "Nested Loop",
"Parent Relationship": "Outer",
"Total Cost": 38419744.71,
"Plan Width": 117,
"Paralle... | {
"Node Type": "Incremental Sort",
"Total Cost": 721966.87,
"Plan Width": 117,
"Parallel Aware": false,
"Plan Rows": 4499622,
"Startup Cost": 0.56,
"Plans": [
{
"Node Type": "Index Scan",
"Parent Relationship": "Outer",
"Total Cost": 519483.88,
"Relation Name": "lineitem",
... | medium |
217 | tpch | WITH customer_order_flags AS (SELECT o_custkey, BOOL_OR(o_orderdate BETWEEN '1997-01-01' AND '1997-01-31') as has_1997_order FROM orders GROUP BY o_custkey HAVING BOOL_OR(o_orderdate BETWEEN '1997-01-01' AND '1997-01-31')) SELECT o.o_orderdate as order_date, o.o_custkey as customer_key FROM orders o INNER JOIN customer... | SELECT o1.o_orderdate as order_date, o1.o_custkey as customer_key FROM orders o1 WHERE o1.o_orderdate BETWEEN '1998-01-01' AND '1998-01-31' AND EXISTS (SELECT 1 FROM orders o2 WHERE o2.o_orderdate BETWEEN '1997-01-01' AND '1997-01-31' AND o2.o_custkey = o1.o_custkey) ORDER BY customer_key | 3,869.957 | 1,148.321 | {
"Node Type": "Sort",
"Total Cost": 589610.55,
"Plan Width": 8,
"Parallel Aware": false,
"Plan Rows": 28682,
"Startup Cost": 589538.85,
"Plans": [
{
"Node Type": "Hash Join",
"Parent Relationship": "Outer",
"Total Cost": 587415.25,
"Plan Width": 8,
"Parallel Aware": fals... | {
"Node Type": "Sort",
"Total Cost": 293764.05,
"Plan Width": 8,
"Parallel Aware": false,
"Plan Rows": 12695,
"Startup Cost": 293732.32,
"Plans": [
{
"Node Type": "Hash Join",
"Parent Relationship": "Outer",
"Total Cost": 292867.03,
"Plan Width": 8,
"Parallel Aware": fals... | medium |
218 | tpch | SELECT l_shipdate as date, SUM(l_extendedprice) AS Attempt_amount, success_agg.Success_amount FROM lineitem CROSS JOIN (SELECT SUM(l_extendedprice) AS Success_amount FROM lineitem WHERE l_returnflag = 'R') success_agg GROUP BY l_shipdate, success_agg.Success_amount; | SELECT l_shipdate as date, SUM(l_extendedprice) AS Attempt_amount, (SELECT SUM(l_extendedprice) FROM lineitem WHERE l_returnflag = 'R') AS Success_amount FROM lineitem GROUP BY l_shipdate; | 5,505.084 | 4,193.929 | {
"Node Type": "Aggregate",
"Total Cost": 857565.38,
"Plan Width": 68,
"Parallel Aware": false,
"Plan Rows": 2507,
"Strategy": "Hashed",
"Startup Cost": 857534.04,
"Plans": [
{
"Node Type": "Nested Loop",
"Parent Relationship": "Outer",
"Total Cost": 823786.88,
"Plan Width": ... | {
"Node Type": "Aggregate",
"Total Cost": 801320.09,
"Plan Width": 68,
"Parallel Aware": false,
"Plan Rows": 2507,
"Strategy": "Hashed",
"Startup Cost": 801288.76,
"Plans": [
{
"Node Type": "Aggregate",
"Parent Relationship": "InitPlan",
"Total Cost": 396416.43,
"Plan Width":... | easy |
219 | tpch | SELECT
s.s_suppkey as warehouse_id,
CONCAT(n.n_name, ': ', s.s_name) as warehouse_name,
COUNT(o.o_orderkey) as number_of_orders,
(SELECT COUNT(*) FROM orders) as total_orders,
CASE
WHEN COUNT(o.o_orderkey)/(SELECT COUNT(*) FROM orders) <= 0.20
THEN 'fulfilled 0-20% of Orders'
WHEN... | WITH total_orders AS (
SELECT COUNT(*) as total_count FROM orders
)
SELECT
s.s_suppkey as warehouse_id,
CONCAT(n.n_name, ': ', s.s_name) as warehouse_name,
COUNT(o.o_orderkey) as number_of_orders,
t.total_count as total_orders,
CASE
WHEN COUNT(o.o_orderkey)::decimal / t.total_count <= 0.20
... | 3,073.857 | 2,363.605 | {
"Node Type": "Aggregate",
"Total Cost": 489452.18,
"Plan Width": 84,
"Parallel Aware": false,
"Plan Rows": 163873,
"Strategy": "Sorted",
"Startup Cost": 405630.54,
"Plans": [
{
"Node Type": "Aggregate",
"Parent Relationship": "InitPlan",
"Total Cost": 101406.94,
"Plan Width... | {
"Node Type": "Aggregate",
"Total Cost": 188064.47,
"Plan Width": 84,
"Parallel Aware": false,
"Plan Rows": 163873,
"Strategy": "Sorted",
"Startup Cost": 101409.73,
"Plans": [
{
"Node Type": "Incremental Sort",
"Parent Relationship": "Outer",
"Total Cost": 166761.01,
"Plan W... | hard |
220 | tpch | WITH return_count AS (SELECT COUNT(l_returnflag) AS cnt FROM lineitem WHERE l_returnflag = 'R'), ship_count AS (SELECT COUNT(l_shipdate) AS cnt FROM lineitem WHERE l_shipdate BETWEEN '1992-01-01' AND '1998-12-31') SELECT return_count.cnt * 100 / ship_count.cnt FROM return_count, ship_count; | SELECT (COUNT(l_returnflag) FILTER (WHERE l_returnflag = 'R') * 100) / COUNT(l_shipdate) FILTER (WHERE l_shipdate BETWEEN '1992-01-01' AND '1998-12-31') FROM lineitem; | 3,531.413 | 2,134.269 | {
"Node Type": "Nested Loop",
"Total Cost": 812535.63,
"Plan Width": 8,
"Parallel Aware": false,
"Plan Rows": 1,
"Startup Cost": 812535.58,
"Plans": [
{
"Node Type": "Aggregate",
"Parent Relationship": "Outer",
"Total Cost": 396416.43,
"Plan Width": 8,
"Parallel Aware": f... | {
"Node Type": "Aggregate",
"Total Cost": 438619.51,
"Plan Width": 8,
"Parallel Aware": false,
"Plan Rows": 1,
"Strategy": "Plain",
"Startup Cost": 438619.49,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "Outer",
"Total Cost": 382374.22,
"Relation Name": "line... | medium |
221 | tpch | SELECT * FROM lineitem WHERE l_linenumber = 1 UNION ALL SELECT * FROM lineitem WHERE l_linenumber = 2; | SELECT * FROM lineitem WHERE l_linenumber IN (1, 2); | 2,311.768 | 1,306.304 | {
"Node Type": "Append",
"Total Cost": 806489.18,
"Plan Width": 117,
"Parallel Aware": false,
"Plan Rows": 1282842,
"Startup Cost": 0,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "Member",
"Total Cost": 393623.28,
"Relation Name": "lineitem",
"Plan Width"... | {
"Node Type": "Seq Scan",
"Total Cost": 393623.28,
"Relation Name": "lineitem",
"Plan Width": 117,
"Parallel Aware": false,
"Plan Rows": 1282842,
"Startup Cost": 0,
"Alias": "lineitem"
} | easy |
222 | tpch | SELECT t1.c_custkey as E_ID, t1.c_nationkey as D_ID, t1.c_comment as email, t2.n_nationkey as D_ID2, t2.n_name as D_NAME FROM customer t1 LEFT JOIN LATERAL (SELECT n_nationkey, n_name FROM nation WHERE n_name = t1.c_comment LIMIT 1) t2 ON true | SELECT c.c_custkey as E_ID, c.c_nationkey as D_ID, c.c_comment as email, n.n_nationkey as D_ID2, n.n_name as D_NAME FROM customer c LEFT JOIN (SELECT n_nationkey, n_name, ROW_NUMBER() OVER (PARTITION BY n_name ORDER BY n_nationkey) as rn FROM nation) n ON c.c_comment = n.n_name AND n.rn = 1 | 1,381.252 | 182.679 | {
"Node Type": "Nested Loop",
"Total Cost": 5480500,
"Plan Width": 189,
"Parallel Aware": false,
"Plan Rows": 450000,
"Startup Cost": 0,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "Outer",
"Total Cost": 15250,
"Relation Name": "customer",
"Plan Width": 8... | {
"Node Type": "Hash Join",
"Total Cost": 16961.05,
"Plan Width": 189,
"Parallel Aware": false,
"Plan Rows": 450000,
"Startup Cost": 23.54,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "Outer",
"Total Cost": 15250,
"Relation Name": "customer",
"Plan Width"... | easy |
223 | tpch | SELECT c_name AS name, string_agg( CASE length(TRIM((regexp_match(lower(c_comment), 'process\s+explanation\s*:\s*(.*?)(\.\s*final activity|$)', 'i'))[1])) WHEN 0 THEN lower(c_comment) ELSE (regexp_match(lower(c_comment), 'process\s+explanation\s*:\s*(.*?)(\.\s*final activity|$)', 'i'))[1] END, '. ' ) AS final_doc FROM ... | SELECT c_name AS name, string_agg(
CASE length(TRIM(match_result))
WHEN 0 THEN lower(c_comment)
ELSE match_result
END, '. '
) AS final_doc
FROM customer
LEFT JOIN LATERAL (
SELECT (regexp_match(lower(c_comment), 'process\s+explanation\s*:\s*(.*?)(\.\s*final activity|$)', 'i'))[1] AS match_result
) AS reg... | 6,285.329 | 4,571.027 | {
"Node Type": "Aggregate",
"Total Cost": 98576.02,
"Plan Width": 51,
"Parallel Aware": false,
"Plan Rows": 450000,
"Strategy": "Sorted",
"Startup Cost": 80576.02,
"Plans": [
{
"Node Type": "Sort",
"Parent Relationship": "Outer",
"Total Cost": 81701.02,
"Plan Width": 92,
... | {
"Node Type": "Aggregate",
"Total Cost": 129454.02,
"Plan Width": 51,
"Parallel Aware": false,
"Plan Rows": 450000,
"Strategy": "Sorted",
"Startup Cost": 115954.02,
"Plans": [
{
"Node Type": "Sort",
"Parent Relationship": "Outer",
"Total Cost": 117079.02,
"Plan Width": 124,
... | hard |
224 | tpch | SELECT DISTINCT l_shipdate FROM (SELECT l_shipdate, ROW_NUMBER() OVER (PARTITION BY l_shipdate ORDER BY l_shipdate) as rn FROM lineitem) t WHERE rn = 1; | SELECT l_shipdate FROM lineitem GROUP BY l_shipdate; | 4,841.748 | 2,148.042 | {
"Node Type": "Unique",
"Total Cost": 1148946.29,
"Plan Width": 4,
"Parallel Aware": false,
"Plan Rows": 2507,
"Startup Cost": 1002652.33,
"Plans": [
{
"Node Type": "Subquery Scan",
"Parent Relationship": "Outer",
"Total Cost": 1148890.04,
"Plan Width": 4,
"Parallel Awar... | {
"Node Type": "Aggregate",
"Total Cost": 393648.34,
"Plan Width": 4,
"Parallel Aware": false,
"Plan Rows": 2507,
"Strategy": "Hashed",
"Startup Cost": 393623.27,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "Outer",
"Total Cost": 382374.22,
"Relation Name": "... | easy |
225 | tpch | SELECT c.C_CUSTKEY AS USERID, COUNT(*) AS COUNT, SUM(CASE WHEN l.L_RETURNFLAG = 'N' THEN l.L_EXTENDEDPRICE ELSE 0 END) AS SUM FROM CUSTOMER c INNER JOIN LINEITEM l ON c.C_CUSTKEY = l.L_SUPPKEY AND l.L_SHIPDATE > DATE '1992-01-01' GROUP BY c.C_CUSTKEY ORDER BY c.C_CUSTKEY; | WITH lineitem_agg AS (SELECT L_SUPPKEY, COUNT(*) AS count, SUM(CASE WHEN L_RETURNFLAG = 'N' THEN L_EXTENDEDPRICE ELSE 0 END) AS sum FROM LINEITEM WHERE L_SHIPDATE > DATE '1992-01-01' GROUP BY L_SUPPKEY) SELECT c.C_CUSTKEY AS USERID, l.count AS COUNT, l.sum AS SUM FROM CUSTOMER c INNER JOIN lineitem_agg l ON l.L_SUPPKEY... | 5,717.211 | 4,305.908 | {
"Node Type": "Sort",
"Total Cost": 887718.94,
"Plan Width": 44,
"Parallel Aware": false,
"Plan Rows": 450000,
"Startup Cost": 886593.94,
"Plans": [
{
"Node Type": "Aggregate",
"Parent Relationship": "Outer",
"Total Cost": 830493.92,
"Plan Width": 44,
"Parallel Aware": f... | {
"Node Type": "Merge Join",
"Total Cost": 764409.66,
"Plan Width": 44,
"Parallel Aware": false,
"Plan Rows": 29574,
"Startup Cost": 751147.05,
"Plans": [
{
"Node Type": "Index Only Scan",
"Parent Relationship": "Outer",
"Total Cost": 11694.42,
"Relation Name": "customer",
... | hard |
226 | tpch | SELECT * FROM lineitem WHERE l_returnflag IN ('A', 'R') AND l_linestatus <> l_returnflag AND l_linestatus NOT IN ('A', 'R') UNION ALL SELECT * FROM lineitem WHERE l_returnflag NOT IN ('A', 'R') AND l_linestatus <> l_returnflag AND l_linestatus IN ('A', 'R') | SELECT * FROM lineitem WHERE (l_returnflag IN ('A', 'R') AND l_linestatus <> l_returnflag AND l_linestatus NOT IN ('A', 'R')) OR (l_returnflag NOT IN ('A', 'R') AND l_linestatus <> l_returnflag AND l_linestatus IN ('A', 'R')) | 3,593.579 | 2,284.765 | {
"Node Type": "Append",
"Total Cost": 865463.05,
"Plan Width": 117,
"Parallel Aware": false,
"Plan Rows": 2214685,
"Startup Cost": 0,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "Member",
"Total Cost": 416121.39,
"Relation Name": "lineitem",
"Plan Width"... | {
"Node Type": "Seq Scan",
"Total Cost": 438619.49,
"Relation Name": "lineitem",
"Plan Width": 117,
"Parallel Aware": false,
"Plan Rows": 2214684,
"Startup Cost": 0,
"Alias": "lineitem"
} | medium |
227 | tpch | SELECT c_name, first_nationkey AS c_nationkey, first_acctbal AS c_acctbal FROM (SELECT DISTINCT c_name, FIRST_VALUE(c_nationkey) OVER (PARTITION BY c_name ORDER BY c_nationkey, c_acctbal) AS first_nationkey, FIRST_VALUE(c_acctbal) OVER (PARTITION BY c_name ORDER BY c_nationkey, c_acctbal) AS first_acctbal FROM customer... | SELECT c_name, c_nationkey, c_acctbal FROM ( SELECT c_name, c_nationkey, c_acctbal, ROW_NUMBER() OVER (PARTITION BY c_name ORDER BY c_nationkey, c_acctbal) AS rn FROM customer ) AS subquery WHERE rn = 1 | 3,495.998 | 2,709.574 | {
"Node Type": "Subquery Scan",
"Total Cost": 149236.54,
"Plan Width": 55,
"Parallel Aware": false,
"Plan Rows": 450000,
"Startup Cost": 140236.54,
"Alias": "subq",
"Plans": [
{
"Node Type": "Unique",
"Parent Relationship": "Subquery",
"Total Cost": 144736.54,
"Plan Width": 6... | {
"Node Type": "Subquery Scan",
"Total Cost": 84023.52,
"Plan Width": 29,
"Parallel Aware": false,
"Plan Rows": 2250,
"Startup Cost": 68273.52,
"Alias": "subquery",
"Plans": [
{
"Node Type": "WindowAgg",
"Parent Relationship": "Subquery",
"Total Cost": 78398.52,
"Plan Width":... | easy |
228 | tpch | WITH supply_costs AS (SELECT ps_supplycost FROM partsupp) SELECT ps_supplycost + 10 AS cust_price FROM supply_costs | SELECT ps_supplycost + 10 AS cust_price FROM partsupp LIMIT ALL | 1,031.384 | 719.43 | {
"Node Type": "Seq Scan",
"Total Cost": 82321.69,
"Relation Name": "partsupp",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 2399655,
"Startup Cost": 0,
"Alias": "partsupp"
} | {
"Node Type": "Seq Scan",
"Total Cost": 82321.69,
"Relation Name": "partsupp",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 2399655,
"Startup Cost": 0,
"Alias": "partsupp"
} | medium |
229 | solar_panel | SELECT COUNT(DISTINCT(snapkey)) FROM plant_record WHERE sitetie IN ('113', '50') | SELECT COUNT(*) FROM plant_record WHERE sitetie IN ('113', '50') | 0.221 | 0.173 | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 19.5,
"Strategy": "Plain",
"Plan Width": 8,
"Parallel Aware": false,
"Total Cost": 19.51,
"Plan Rows": 1,
"Plans": [
{
"Async Capable": false,
"Node Type": "Sort",
"Parent Relationship": "Outer",
"Startup C... | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 19.48,
"Strategy": "Plain",
"Plan Width": 8,
"Parallel Aware": false,
"Total Cost": 19.49,
"Plan Rows": 1,
"Plans": [
{
"Relation Name": "plant_record",
"Alias": "plant_record",
"Async Capable": false,
"Nod... | hard |
230 | robot_fault_prediction | WITH excluded_ops AS (SELECT operreg FROM operation WHERE apptypeval = 'xxxx') SELECT o1.* FROM operation o1 LEFT JOIN excluded_ops e ON o1.operreg = e.operreg WHERE e.operreg IS NULL | SELECT * FROM operation WHERE operreg NOT IN (SELECT operreg FROM operation WHERE apptypeval = 'xxxx') | 0.622 | 0.365 | {
"Async Capable": false,
"Node Type": "Hash Join",
"Startup Cost": 27.51,
"Plan Width": 87,
"Parallel Aware": false,
"Total Cost": 65.13,
"Plan Rows": 999,
"Plans": [
{
"Relation Name": "operation",
"Alias": "o1",
"Async Capable": false,
"Node Type": "Seq Scan",
"Paren... | {
"Relation Name": "operation",
"Alias": "operation",
"Async Capable": false,
"Node Type": "Seq Scan",
"Startup Cost": 27.5,
"Plan Width": 87,
"Parallel Aware": false,
"Total Cost": 55,
"Plan Rows": 500,
"Plans": [
{
"Relation Name": "operation",
"Alias": "operation_1",
"Async ... | medium |
231 | solar_panel | WITH cte AS MATERIALIZED (SELECT plant_record.snapts AS Age, plants.docstate AS Gender, plants.envtag AS Country FROM plant_record JOIN plants ON plant_record.sitetie = plants.sitekey) SELECT Age, Gender, Country FROM cte GROUP BY Age, Gender, Country | SELECT DISTINCT pr.snapts AS Age, p.docstate AS Gender, p.envtag AS Country FROM plant_record pr JOIN plants p ON pr.sitetie = p.sitekey | 1.81 | 1.386 | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 86.18,
"Strategy": "Hashed",
"Plan Width": 72,
"Parallel Aware": false,
"Total Cost": 88.18,
"Plan Rows": 200,
"Plans": [
{
"Async Capable": false,
"Node Type": "Hash Join",
"Parent Relationship": "InitPlan",
... | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 66.22,
"Strategy": "Hashed",
"Plan Width": 21,
"Parallel Aware": false,
"Total Cost": 76.2,
"Plan Rows": 998,
"Plans": [
{
"Async Capable": false,
"Node Type": "Hash Join",
"Parent Relationship": "Outer",
"... | easy |
232 | solar_panel | SELECT * FROM plant_record WHERE snapts::date >= '2000-01-01' AND snapts::date <= '2999-12-12'; | SELECT * FROM plant_record WHERE snapts >= '2000-01-01 00:00:00'::timestamp AND snapts < '2999-12-13 00:00:00'::timestamp; | 0.292 | 0.221 | {
"Relation Name": "plant_record",
"Alias": "plant_record",
"Async Capable": false,
"Node Type": "Seq Scan",
"Startup Cost": 0,
"Plan Width": 24,
"Parallel Aware": false,
"Total Cost": 26.96,
"Plan Rows": 5
} | {
"Relation Name": "plant_record",
"Alias": "plant_record",
"Async Capable": false,
"Node Type": "Seq Scan",
"Startup Cost": 0,
"Plan Width": 24,
"Parallel Aware": false,
"Total Cost": 21.97,
"Plan Rows": 998
} | medium |
233 | solar_panel | SELECT sitekey AS id, sitelabel AS forename, sitelabel AS surname FROM (SELECT sitekey, sitelabel, COUNT(*) OVER (PARTITION BY sitelabel) as label_count FROM plants) sub WHERE label_count > 1 | SELECT y.sitekey AS id, y.sitelabel AS forename, y.sitelabel AS surname FROM plants y INNER JOIN (SELECT sitelabel, COUNT(*) AS CountOf FROM plants GROUP BY sitelabel HAVING COUNT(*) > 1) dt ON y.sitelabel = dt.sitelabel | 3.928 | 1.015 | {
"Alias": "sub",
"Async Capable": false,
"Node Type": "Subquery Scan",
"Startup Cost": 73.75,
"Plan Width": 57,
"Parallel Aware": false,
"Total Cost": 99.58,
"Plan Rows": 939,
"Plans": [
{
"Async Capable": false,
"Node Type": "WindowAgg",
"Parent Relationship": "Subquery",
... | {
"Async Capable": false,
"Node Type": "Hash Join",
"Startup Cost": 50.49,
"Plan Width": 57,
"Parallel Aware": false,
"Total Cost": 80.36,
"Plan Rows": 313,
"Plans": [
{
"Relation Name": "plants",
"Alias": "y",
"Async Capable": false,
"Node Type": "Seq Scan",
"Parent Re... | medium |
234 | robot_fault_prediction | SELECT slot FROM (SELECT gs.slot FROM generate_series(0, 8) gs(slot) EXCEPT SELECT axiscountval FROM operation) missing ORDER BY slot LIMIT 5; | SELECT gs.slot
FROM generate_series(0, 8) gs(slot)
WHERE NOT EXISTS (
SELECT 1
FROM operation o
WHERE o.axiscountval = gs.slot
)
ORDER BY gs.slot
LIMIT 5; | 0.624 | 0.411 | {
"Async Capable": false,
"Node Type": "Limit",
"Startup Cost": 42.92,
"Plan Width": 8,
"Parallel Aware": false,
"Total Cost": 42.93,
"Plan Rows": 5,
"Plans": [
{
"Async Capable": false,
"Node Type": "Sort",
"Parent Relationship": "Outer",
"Startup Cost": 42.92,
"Plan W... | {
"Async Capable": false,
"Node Type": "Limit",
"Startup Cost": 37.73,
"Plan Width": 4,
"Parallel Aware": false,
"Total Cost": 37.75,
"Plan Rows": 5,
"Plans": [
{
"Async Capable": false,
"Node Type": "Sort",
"Parent Relationship": "Outer",
"Startup Cost": 37.73,
"Plan W... | medium |
235 | robot_fault_prediction | WITH daily_metrics AS (SELECT DATE(r.rects) as mdate, o.operreg, MAX(o.totopshrval) as max_totopshr FROM operation o JOIN robot_record r ON o.operrecref = r.botcode WHERE o.totopshrval IS NOT NULL GROUP BY DATE(r.rects), o.operreg) SELECT mdate, MAX(CASE WHEN operreg LIKE '%1%' THEN max_totopshr END) as value1, MAX(CAS... | WITH filtered_data AS (SELECT o.operreg, o.totopshrval, r.rects FROM operation o JOIN robot_record r ON o.operrecref = r.botcode WHERE o.totopshrval IS NOT NULL) SELECT DATE(rects) as mdate, MAX(totopshrval) FILTER (WHERE operreg LIKE '%1%') as value1, MAX(totopshrval) FILTER (WHERE operreg LIKE '%2%') as value2 FROM f... | 1.015 | 0.8 | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 71.62,
"Strategy": "Hashed",
"Plan Width": 12,
"Parallel Aware": false,
"Total Cost": 73.62,
"Plan Rows": 200,
"Plans": [
{
"Async Capable": false,
"Node Type": "Aggregate",
"Parent Relationship": "Outer",
... | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 61.94,
"Strategy": "Hashed",
"Plan Width": 12,
"Parallel Aware": false,
"Total Cost": 61.96,
"Plan Rows": 2,
"Plans": [
{
"Async Capable": false,
"Node Type": "Hash Join",
"Parent Relationship": "Outer",
"S... | medium |
236 | solar_panel | SELECT DISTINCT inspectmode as Category, FIRST_VALUE(inspectres) OVER (PARTITION BY inspectmode ORDER BY inspectres) as Details FROM inspection; | SELECT inspectmode as Category, (array_agg(inspectres ORDER BY inspectres))[1] as Details FROM inspection GROUP BY inspectmode; | 0.184 | 0.14 | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 1.18,
"Strategy": "Hashed",
"Plan Width": 96,
"Parallel Aware": false,
"Total Cost": 1.22,
"Plan Rows": 4,
"Plans": [
{
"Async Capable": false,
"Node Type": "WindowAgg",
"Parent Relationship": "Outer",
"Sta... | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 1.08,
"Strategy": "Sorted",
"Plan Width": 64,
"Parallel Aware": false,
"Total Cost": 1.16,
"Plan Rows": 4,
"Plans": [
{
"Async Capable": false,
"Node Type": "Sort",
"Parent Relationship": "Outer",
"Startup ... | easy |
237 | solar_panel | SELECT COUNT(Reg) as Reg FROM (
SELECT COUNT(*) AS Reg
FROM (
SELECT pr.sitetie, COUNT(*) OVER (PARTITION BY pr.sitetie) as cnt
FROM plant_record pr
JOIN plants p ON pr.sitetie = p.sitekey
JOIN operational_metrics om ON pr.snapkey = om.snapops
JOIN alert a ON pr.snapke... | WITH plant_filter AS (
SELECT sitekey
FROM plants
WHERE docstate IN ('1','5','7')
AND sitekey NOT IN ('7','13')
AND goliveon IS NULL
),
record_filter AS (
SELECT sitetie, snapkey
FROM plant_record
WHERE snapts BETWEEN CURRENT_DATE - INTERVAL '21 days' AND CURRENT_DATE - INTERVAL '7 ... | 0.345 | 0.274 | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 57.01,
"Strategy": "Plain",
"Plan Width": 8,
"Parallel Aware": false,
"Total Cost": 57.02,
"Plan Rows": 1,
"Plans": [
{
"Async Capable": false,
"Node Type": "Aggregate",
"Parent Relationship": "Outer",
"Sta... | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 56.99,
"Strategy": "Plain",
"Plan Width": 8,
"Parallel Aware": false,
"Total Cost": 57,
"Plan Rows": 1,
"Plans": [
{
"Async Capable": false,
"Node Type": "Aggregate",
"Parent Relationship": "Outer",
"Startu... | hard |
238 | solar_panel | WITH daily_data AS (SELECT a.alrtstate, a.alrtcnt, EXTRACT(DOW FROM pr.snapts) AS day_of_week FROM alert a JOIN plant_record pr ON a.snapalrt = pr.snapkey) SELECT alrtstate AS Action, alrtcnt AS Strength, MAX(CASE WHEN day_of_week = 0 THEN 'Y' ELSE 'N' END) AS Sunday, MAX(CASE WHEN day_of_week = 1 THEN 'Y' ELSE 'N' END... | SELECT alrtstate AS Action, alrtcnt AS Strength, COALESCE(MAX('Y') FILTER (WHERE EXTRACT(DOW FROM pr.snapts) = 0), 'N') AS Sunday, COALESCE(MAX('Y') FILTER (WHERE EXTRACT(DOW FROM pr.snapts) = 1), 'N') AS Monday, COALESCE(MAX('Y') FILTER (WHERE EXTRACT(DOW FROM pr.snapts) = 2), 'N') AS Tuesday, COALESCE(MAX('Y') FILTER... | 3.234 | 2.542 | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 107.45,
"Strategy": "Hashed",
"Plan Width": 241,
"Parallel Aware": false,
"Total Cost": 107.67,
"Plan Rows": 22,
"Plans": [
{
"Async Capable": false,
"Node Type": "Hash Join",
"Parent Relationship": "Outer",
... | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 107.45,
"Strategy": "Hashed",
"Plan Width": 241,
"Parallel Aware": false,
"Total Cost": 107.67,
"Plan Rows": 22,
"Plans": [
{
"Async Capable": false,
"Node Type": "Hash Join",
"Parent Relationship": "Outer",
... | hard |
239 | polar_equipment | WITH filtered_maintenance AS ( SELECT "equipRef", BOOL_OR("OP_MAINT_ID" = 1 AND "LAST_maint_date" < CURRENT_DATE - INTERVAL '1 week') as has_recent_maint, BOOL_OR("OP_MAINT_ID" = 2) as has_maint_id_2 FROM "OperationMaintenance" WHERE ("OP_MAINT_ID" = 1 AND "LAST_maint_date" < CURRENT_DATE - ... | WITH maintenance_flags AS ( SELECT "equipRef", MAX(CASE WHEN "OP_MAINT_ID" = 1 AND "LAST_maint_date" < CURRENT_DATE - INTERVAL '1 week' THEN 1 ELSE 0 END) as has_recent_maint, MAX(CASE WHEN "OP_MAINT_ID" = 2 THEN 1 ELSE 0 END) as has_maint_id_2 FROM "OperationMaintenance" WHERE "OP_MAINT_ID"... | 0.205 | 0.151 | {
"Async Capable": false,
"Node Type": "Nested Loop",
"Startup Cost": 14.63,
"Plan Width": 61,
"Parallel Aware": false,
"Total Cost": 22.74,
"Plan Rows": 1,
"Plans": [
{
"Async Capable": false,
"Node Type": "Aggregate",
"Parent Relationship": "Outer",
"Startup Cost": 14.35,
... | {
"Async Capable": false,
"Node Type": "Nested Loop",
"Startup Cost": 12.87,
"Plan Width": 61,
"Parallel Aware": false,
"Total Cost": 20.99,
"Plan Rows": 1,
"Plans": [
{
"Async Capable": false,
"Node Type": "Aggregate",
"Parent Relationship": "Outer",
"Startup Cost": 12.6,
... | hard |
240 | solar_panel | WITH max_snapts AS (
SELECT MAX(snapts) AS max_ts FROM plant_record
),
recent_period AS (
SELECT pr.snapkey, pr.sitetie, om.maintcost::text
FROM plant_record pr
JOIN operational_metrics om ON pr.snapkey = om.snapops
CROSS JOIN max_snapts ms
WHERE pr.snapts >= ms.max_ts - INTERVAL '7 days'
),
pre... | SELECT DISTINCT
pr.snapkey AS REPORT_ID,
pr.sitetie AS USER_ID,
om.maintcost::text AS CLIENT_ID
FROM plant_record pr
JOIN operational_metrics om ON pr.snapkey = om.snapops
LEFT JOIN (
SELECT pr_old.snapkey, pr_old.sitetie, om_old.maintcost::text
FROM plant_record pr_old
JOIN operational_metrics ... | 2.356 | 1.765 | {
"Alias": "new_records",
"Async Capable": false,
"Node Type": "Subquery Scan",
"Startup Cost": 55.62,
"Plan Width": 96,
"Parallel Aware": false,
"Total Cost": 164.17,
"Plan Rows": 333,
"Plans": [
{
"Async Capable": false,
"Node Type": "Aggregate",
"Parent Relationship": "InitPla... | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 151.61,
"Strategy": "Hashed",
"Plan Width": 48,
"Parallel Aware": false,
"Total Cost": 156.29,
"Plan Rows": 312,
"Plans": [
{
"Async Capable": false,
"Node Type": "Aggregate",
"Parent Relationship": "InitPlan",
... | hard |
241 | robot_fault_prediction | WITH materialized_data AS MATERIALIZED (
SELECT actrecref, payloadwval
FROM actuation_data
)
SELECT actrecref, sum(payloadwval)
FROM materialized_data
GROUP BY actrecref
HAVING sum(payloadwval) > 10; | WITH all_data AS (
SELECT actrecref, payloadwval
FROM actuation_data
)
SELECT actrecref, sum(payloadwval)
FROM all_data
GROUP BY actrecref
HAVING sum(payloadwval) > 10; | 1.038 | 0.691 | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 53,
"Strategy": "Hashed",
"Plan Width": 36,
"Parallel Aware": false,
"Total Cost": 55.5,
"Plan Rows": 67,
"Plans": [
{
"Relation Name": "actuation_data",
"Alias": "actuation_data",
"Async Capable": false,
"... | {
"Async Capable": false,
"Node Type": "Aggregate",
"Startup Cost": 33,
"Strategy": "Hashed",
"Plan Width": 11,
"Parallel Aware": false,
"Total Cost": 44.89,
"Plan Rows": 317,
"Plans": [
{
"Relation Name": "actuation_data",
"Alias": "actuation_data",
"Async Capable": false,
... | medium |
242 | solar_panel | SELECT DISTINCT cap_mw AS col_name, COUNT(cap_mw) OVER(PARTITION BY cap_mw) AS count FROM plants WHERE cap_mw IS NOT NULL | WITH filtered_plants AS (SELECT cap_mw FROM plants WHERE cap_mw IS NOT NULL) SELECT cap_mw AS col_name, COUNT(*) AS count FROM filtered_plants GROUP BY cap_mw | 1.401 | 0.7 | {
"Startup Cost": 94.88,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 12,
"Parallel Aware": false,
"Plan Rows": 931,
"Total Cost": 104.19,
"Plans": [
{
"Startup Cost": 73.75,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Wi... | {
"Startup Cost": 32.09,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 12,
"Parallel Aware": false,
"Plan Rows": 931,
"Total Cost": 41.4,
"Plans": [
{
"Relation Name": "plants",
"Alias": "plants",
"Startup Cost": 0,
"Async Capable": f... | easy |
243 | robot_fault_prediction | SELECT ID, column1, column2 FROM (SELECT recreg AS ID, width_bucket(EXTRACT(EPOCH FROM rects), 0, 1000000000, 10) AS column1, botcode AS column2, ROW_NUMBER() OVER (PARTITION BY recreg, botcode, width_bucket(EXTRACT(EPOCH FROM rects), 0, 1000000000, 10)) AS rn FROM robot_record) sub WHERE rn = 1 | SELECT DISTINCT recreg AS ID, computed_bucket AS column1, botcode AS column2 FROM (SELECT recreg, botcode, width_bucket(EXTRACT(EPOCH FROM rects), 0, 1000000000, 10) AS computed_bucket FROM robot_record) AS sub | 2.644 | 1.032 | {
"Alias": "sub",
"Startup Cost": 68.31,
"Async Capable": false,
"Node Type": "Subquery Scan",
"Plan Width": 20,
"Parallel Aware": false,
"Plan Rows": 5,
"Total Cost": 106.35,
"Plans": [
{
"Startup Cost": 68.31,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width"... | {
"Startup Cost": 28.4,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 20,
"Parallel Aware": false,
"Plan Rows": 951,
"Total Cost": 42.66,
"Plans": [
{
"Relation Name": "robot_record",
"Alias": "robot_record",
"Startup Cost": 0,
"Async... | medium |
244 | solar_panel | SELECT (COUNT(*) OVER (ROWS BETWEEN UNBOUNDED PRECEDING AND CURRENT ROW)) as grp, * FROM plant_record | SELECT (row_number() OVER ()) as grp, * FROM plant_record | 0.538 | 0.408 | {
"Startup Cost": 0,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 998,
"Total Cost": 29.46,
"Plans": [
{
"Relation Name": "plant_record",
"Alias": "plant_record",
"Startup Cost": 0,
"Async Capable": false,
"No... | {
"Startup Cost": 0,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 998,
"Total Cost": 29.46,
"Plans": [
{
"Relation Name": "plant_record",
"Alias": "plant_record",
"Startup Cost": 0,
"Async Capable": false,
"No... | hard |
245 | polar_equipment | WITH maintenance_agg AS (
SELECT "OPER_status", "LAST_maint_date", sum("MAINT_COST_usd") as total_cost
FROM "OperationMaintenance"
GROUP BY "OPER_status", "LAST_maint_date"
)
SELECT "OPER_status" as status, total_cost as sum_amount, "LAST_maint_date" as transaction_date
FROM maintenance_agg | SELECT "OPER_status" as status, sum("MAINT_COST_usd") as sum_amount, "LAST_maint_date" as transaction_date FROM "OperationMaintenance" GROUP BY "OPER_status", "LAST_maint_date" | 0.853 | 0.637 | {
"Alias": "maintenance_agg",
"Startup Cost": 29.03,
"Async Capable": false,
"Node Type": "Subquery Scan",
"Plan Width": 16,
"Parallel Aware": false,
"Plan Rows": 314,
"Total Cost": 35.31,
"Plans": [
{
"Startup Cost": 29.03,
"Async Capable": false,
"Node Type": "Aggregate",
... | {
"Startup Cost": 29.03,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 16,
"Parallel Aware": false,
"Plan Rows": 314,
"Total Cost": 32.17,
"Plans": [
{
"Relation Name": "OperationMaintenance",
"Alias": "OperationMaintenance",
"Startup Cost"... | easy |
246 | polar_equipment | SELECT
ds_month,
unique_stations * 1.0 / total_records as retention_rate
FROM (
SELECT
DATE_TRUNC('month', "TimeStamp") as ds_month,
COUNT(DISTINCT "STATION_name") as unique_stations,
COUNT(*) as total_records
FROM "Location"
GROUP BY DATE_TRUNC('month', "TimeStamp")
) aggr... | SELECT
DATE_TRUNC('month', "TimeStamp") as ds_month,
CASE
WHEN COUNT(*) > 0 THEN COUNT(DISTINCT "STATION_name") * 1.0 / COUNT(*)
ELSE 0
END as retention_rate
FROM "Location"
GROUP BY DATE_TRUNC('month', "TimeStamp") | 0.198 | 0.138 | {
"Alias": "aggregated",
"Startup Cost": 1.6800000000000002,
"Async Capable": false,
"Node Type": "Subquery Scan",
"Plan Width": 40,
"Parallel Aware": false,
"Plan Rows": 20,
"Total Cost": 2.33,
"Plans": [
{
"Startup Cost": 1.6800000000000002,
"Async Capable": false,
"Node Type":... | {
"Startup Cost": 1.6800000000000002,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Sorted",
"Plan Width": 40,
"Parallel Aware": false,
"Plan Rows": 20,
"Total Cost": 2.38,
"Plans": [
{
"Startup Cost": 1.6800000000000002,
"Async Capable": false,
"Node Type": "Sor... | medium |
247 | polar_equipment | WITH distinct_equip_types AS (
SELECT DISTINCT "EQUIP_CODE", "EquipType"
FROM "Equipment"
)
SELECT "EQUIP_CODE" as col1,
array_agg("EquipType") as col2,
cardinality(array_agg("EquipType")) as count
FROM distinct_equip_types
GROUP BY "EQUIP_CODE"
ORDER BY "EQUIP_CODE" | SELECT "EQUIP_CODE" as col1, array_agg(DISTINCT "EquipType") as col2, cardinality(array_agg(DISTINCT "EquipType")) as count FROM "Equipment" GROUP BY "EQUIP_CODE" ORDER BY "EQUIP_CODE" | 3.156 | 2.294 | {
"Startup Cost": 52.64,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 45,
"Parallel Aware": false,
"Plan Rows": 200,
"Total Cost": 53.14,
"Plans": [
{
"Startup Cost": 42,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width":... | {
"Startup Cost": 71.83,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Sorted",
"Plan Width": 45,
"Parallel Aware": false,
"Plan Rows": 1000,
"Total Cost": 94.33,
"Plans": [
{
"Startup Cost": 71.83,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width":... | easy |
248 | polar_equipment | WITH filtered_equipment AS (SELECT "EQUIP_CODE" FROM "Equipment" e WHERE EXISTS (SELECT 1 FROM "OperationMaintenance" om WHERE om."equipRef" = e."EQUIP_CODE")) SELECT fe."EQUIP_CODE" as id, om."OPER_status" as columnA FROM filtered_equipment fe INNER JOIN "OperationMaintenance" om ON om."equipRef" = fe."EQUIP_CODE"; | SELECT e."EQUIP_CODE" as id, om."OPER_status" as columnA FROM "Equipment" e INNER JOIN "OperationMaintenance" om ON om."equipRef" = e."EQUIP_CODE"; | 1.414 | 0.803 | {
"Startup Cost": 67.83,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 17,
"Parallel Aware": false,
"Plan Rows": 738,
"Total Cost": 103.15,
"Plans": [
{
"Startup Cost": 34.5,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 26,
"Parallel... | {
"Startup Cost": 34.5,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 17,
"Parallel Aware": false,
"Plan Rows": 859,
"Total Cost": 59.36,
"Plans": [
{
"Relation Name": "OperationMaintenance",
"Alias": "om",
"Startup Cost": 0,
"Async Capable": false,
"N... | medium |
249 | robot_fault_prediction | SELECT DISTINCT botcode, COUNT(botcode) OVER (PARTITION BY botcode) as name_count FROM robot_record; | SELECT botcode, COUNT(botcode) as name_count FROM robot_record WHERE botcode IS NOT NULL GROUP BY botcode HAVING COUNT(botcode) >= 1; | 1.417 | 0.629 | {
"Startup Cost": 81.53,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 15,
"Parallel Aware": false,
"Plan Rows": 951,
"Total Cost": 91.04,
"Plans": [
{
"Startup Cost": 0.28,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Widt... | {
"Startup Cost": 21.27,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 15,
"Parallel Aware": false,
"Plan Rows": 317,
"Total Cost": 33.15,
"Plans": [
{
"Relation Name": "robot_record",
"Alias": "robot_record",
"Startup Cost": 0,
"Asyn... | easy |
250 | solar_panel | SELECT op.*
FROM (SELECT DISTINCT pr.snapkey FROM plant_record pr) AS distinct_ids
INNER JOIN operational_metrics op ON distinct_ids.snapkey = op.snapops
WHERE op.revloss NOT IN ('DELETE'); | SELECT op.* FROM plant_record pr INNER JOIN operational_metrics op ON pr.snapkey = op.snapops WHERE COALESCE(op.revloss, '') NOT IN ('DELETE'); | 1.419 | 0.866 | {
"Startup Cost": 41.93,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 45,
"Parallel Aware": false,
"Plan Rows": 997,
"Total Cost": 67.03,
"Plans": [
{
"Relation Name": "operational_metrics",
"Alias": "op",
"Startup Cost": 0,
"Async Capable": false,
"N... | {
"Startup Cost": 29.46,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 45,
"Parallel Aware": false,
"Plan Rows": 993,
"Total Cost": 54.55,
"Plans": [
{
"Relation Name": "operational_metrics",
"Alias": "op",
"Startup Cost": 0,
"Async Capable": false,
"N... | easy |
251 | polar_equipment | WITH maker_util_counts AS (SELECT "MakerName", COUNT(CASE WHEN "utilPercent" > 0 THEN 1 END) OVER (PARTITION BY "MakerName") as util_count FROM "Equipment") SELECT DISTINCT "MakerName" as company FROM maker_util_counts WHERE util_count = 0; | SELECT "MakerName" as company FROM (SELECT "MakerName", COUNT(*) as total_count, COUNT(CASE WHEN "utilPercent" > 0 THEN 1 END) as util_count FROM "Equipment" GROUP BY "MakerName") agg WHERE util_count = 0; | 1.895 | 0.637 | {
"Startup Cost": 71.83,
"Async Capable": false,
"Node Type": "Unique",
"Plan Width": 17,
"Parallel Aware": false,
"Plan Rows": 5,
"Total Cost": 104.34,
"Plans": [
{
"Alias": "maker_util_counts",
"Startup Cost": 71.83,
"Async Capable": false,
"Node Type": "Subquery Scan",
... | {
"Alias": "agg",
"Startup Cost": 29.5,
"Async Capable": false,
"Node Type": "Subquery Scan",
"Plan Width": 17,
"Parallel Aware": false,
"Plan Rows": 4,
"Total Cost": 39.98,
"Plans": [
{
"Startup Cost": 29.5,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Ha... | easy |
252 | robot_fault_prediction | SELECT jperfid, array_agg(jperfoperref) OVER (PARTITION BY jperfid ORDER BY jperfoperref) FROM joint_performance; | SELECT jperfid, array_agg(jperfoperref ORDER BY jperfoperref) FROM joint_performance GROUP BY jperfid; | 1.813 | 1.413 | {
"Startup Cost": 143.83,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 50,
"Parallel Aware": false,
"Plan Rows": 1000,
"Total Cost": 163.83,
"Plans": [
{
"Startup Cost": 143.83,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 18,
"Parallel ... | {
"Startup Cost": 143.83,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Sorted",
"Plan Width": 40,
"Parallel Aware": false,
"Plan Rows": 1000,
"Total Cost": 163.83,
"Plans": [
{
"Startup Cost": 143.83,
"Async Capable": false,
"Node Type": "Sort",
"Plan Widt... | easy |
253 | robot_fault_prediction | SELECT operation.operreg, actuation_data.actrecref, operation.operrecref, COUNT(*) FROM operation INNER JOIN actuation_data ON operation.operreg = actuation_data.actoperref AND operation.operrecref = actuation_data.actrecref GROUP BY operation.operreg, actuation_data.actrecref, operation.operrecref; | SELECT o.operreg, a.actrecref, o.operrecref, a.count FROM operation o INNER JOIN (SELECT actoperref, actrecref, COUNT(*) AS count FROM actuation_data GROUP BY actoperref, actrecref) a ON o.operreg = a.actoperref AND o.operrecref = a.actrecref; | 2.875 | 1.573 | {
"Startup Cost": 73.26,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Sorted",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 1,
"Total Cost": 73.28,
"Plans": [
{
"Startup Cost": 73.26,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 24... | {
"Startup Cost": 70.5,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 1,
"Total Cost": 100.75,
"Plans": [
{
"Relation Name": "operation",
"Alias": "o",
"Startup Cost": 0,
"Async Capable": false,
"Node Type": "S... | hard |
254 | solar_panel | SELECT case_number, name, date_entered FROM (SELECT snapkey as case_number, sitetie as name, snapts as date_entered, ROW_NUMBER() OVER (ORDER BY snapts) as rn FROM plant_record) sub ORDER BY rn | SELECT snapkey as case_number, sitetie as name, snapts as date_entered FROM plant_record ORDER BY snapts | 1.098 | 0.406 | {
"Startup Cost": 133.87,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 998,
"Total Cost": 136.37,
"Plans": [
{
"Startup Cost": 66.69,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 32,
"Parallel Aw... | {
"Startup Cost": 66.69,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 24,
"Parallel Aware": false,
"Plan Rows": 998,
"Total Cost": 69.19,
"Plans": [
{
"Relation Name": "plant_record",
"Alias": "plant_record",
"Startup Cost": 0,
"Async Capable": false,
"Nod... | easy |
255 | polar_equipment | SELECT project, COUNT(DISTINCT staff) AS num_distinct_staff, SUM(cost) AS total_cost FROM (SELECT "EQUIP_CODE" AS project, "MakerName" AS staff, "SERVICE_YRS" AS cost FROM "Equipment" UNION ALL SELECT "EQUIP_CODE" AS project, model_name AS staff, NULL AS cost FROM "Equipment" UNION ALL SELECT "EQUIP_CODE" AS project, "... | SELECT e."EQUIP_CODE" AS project, COUNT(DISTINCT s.staff) AS num_distinct_staff, SUM(s.cost) AS total_cost FROM "Equipment" e CROSS JOIN LATERAL (VALUES ("MakerName", "SERVICE_YRS"), (model_name, NULL), ("EquipType", NULL)) AS s(staff, cost) GROUP BY e."EQUIP_CODE" | 7.769 | 4.88 | {
"Startup Cost": 254.26,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Sorted",
"Plan Width": 49,
"Parallel Aware": false,
"Plan Rows": 200,
"Total Cost": 286.76,
"Plans": [
{
"Startup Cost": 254.26,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width... | {
"Startup Cost": 0.45,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Sorted",
"Plan Width": 49,
"Parallel Aware": false,
"Plan Rows": 1000,
"Total Cost": 271.05,
"Plans": [
{
"Startup Cost": 0.45,
"Async Capable": false,
"Node Type": "Incremental Sort",
"P... | hard |
256 | solar_panel | SELECT DISTINCT p.sitekey, p.sitelabel, (SELECT DISTINCT COUNT(pr.sitetie) FROM plant_record pr WHERE pr.sitetie IS NOT NULL AND p.docstate = 'Laki') AS jumlah_laki, (SELECT DISTINCT COUNT(pr.sitetie) FROM plant_record pr WHERE pr.sitetie IS NOT NULL AND p.docstate = 'Perempuan') AS jumlah_perempuan FROM plants p JOIN ... | SELECT DISTINCT p.sitekey, p.sitelabel, (SELECT COUNT(pr.sitetie) FROM plant_record pr WHERE pr.sitetie IS NOT NULL AND p.docstate = 'Laki') AS jumlah_laki, (SELECT COUNT(pr.sitetie) FROM plant_record pr WHERE pr.sitetie IS NOT NULL AND p.docstate = 'Perempuan') AS jumlah_perempuan FROM plants p JOIN plant_record pr ON... | 7.208 | 4.571 | {
"Startup Cost": 147.56,
"Async Capable": false,
"Node Type": "Unique",
"Plan Width": 48,
"Parallel Aware": false,
"Plan Rows": 939,
"Total Cost": 36795.41,
"Plans": [
{
"Startup Cost": 147.56,
"Async Capable": false,
"Node Type": "Incremental Sort",
"Plan Width": 48,
... | {
"Startup Cost": 147.53,
"Async Capable": false,
"Node Type": "Unique",
"Plan Width": 48,
"Parallel Aware": false,
"Plan Rows": 939,
"Total Cost": 36762.54,
"Plans": [
{
"Startup Cost": 147.53,
"Async Capable": false,
"Node Type": "Incremental Sort",
"Plan Width": 48,
... | hard |
257 | solar_panel | WITH sample_data AS MATERIALIZED (
SELECT
id,
CASE WHEN id <= 50 THEN 0 ELSE id END AS value
FROM generate_series(1, 100) AS id
)
SELECT
id,
value,
ntile(50) OVER (ORDER BY value) AS ntile_v1,
CASE WHEN value = 0 THEN 0 ELSE ntile(50) OVER (ORDER BY value) END AS ntile_v2
FROM ... | WITH sample_data AS (
SELECT
id,
CASE WHEN id <= 50 THEN 0 ELSE id END AS value
FROM generate_series(1, 100) AS id
)
SELECT
id,
value,
ntile(50) OVER (ORDER BY value) AS ntile_v1,
CASE WHEN value = 0 THEN 0 ELSE ntile(50) OVER (ORDER BY value) END AS ntile_v2
FROM sample_data
O... | 0.27 | 0.196 | {
"Startup Cost": 11.9,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 16,
"Parallel Aware": false,
"Plan Rows": 100,
"Total Cost": 12.15,
"Plans": [
{
"Alias": "id",
"Startup Cost": 0,
"Async Capable": false,
"Node Type": "Function Scan",
"Plan Width": 8,
... | {
"Startup Cost": 10.4,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 16,
"Parallel Aware": false,
"Plan Rows": 100,
"Total Cost": 10.65,
"Plans": [
{
"Startup Cost": 4.57,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 16,
"Parallel Aware"... | medium |
258 | solar_panel | SELECT COALESCE(df.sitetie, df1.sitetie, df2.sitetie, df3.sitetie, df4.sitetie, df5.sitetie, df6.sitetie) AS id,
df.monday, df1.tuesday, df2.wednesday, df3.thursday, df4.friday, df5.saturday, df6.sunday
FROM
(
SELECT pr.sitetie, SUM(om.maintcost) AS monday
FROM plant_record pr
JOIN ... | WITH daily_costs AS (
SELECT pr.sitetie,
EXTRACT(DOW FROM pr.snapts) AS day_of_week,
SUM(om.maintcost) AS daily_total
FROM plant_record pr
JOIN operational_metrics om ON pr.snapkey = om.snapops
GROUP BY pr.sitetie, EXTRACT(DOW FROM pr.snapts)
)
SELECT COALESCE(sitetie) AS id,
... | 6.82 | 2.741 | {
"Startup Cost": 313.66,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 60,
"Parallel Aware": false,
"Plan Rows": 5,
"Total Cost": 313.98,
"Plans": [
{
"Startup Cost": 268.81,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 66,
"Paralle... | {
"Startup Cost": 111.95,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 67,
"Parallel Aware": false,
"Plan Rows": 200,
"Total Cost": 113.95,
"Plans": [
{
"Startup Cost": 62.05,
"Async Capable": false,
"Node Type": "Aggregate",
"Strate... | hard |
259 | robot_fault_prediction | WITH numbered_records AS (SELECT recreg, botcode, rects, ROW_NUMBER() OVER (ORDER BY recreg) as rn FROM robot_record) SELECT r1.recreg as id, r1.botcode as driver_id, 'operational' as driver_status, r1.rects as cur_time, r2.rects as next_time, EXTRACT(EPOCH FROM (r2.rects - r1.rects)) / 60 as timespent_in_minutes FROM ... | WITH ordered_records AS (SELECT recreg, botcode, rects FROM robot_record ORDER BY recreg) SELECT recreg as id, botcode as driver_id, 'operational' as driver_status, rects as cur_time, LEAD(rects) OVER (ORDER BY recreg) as next_time, EXTRACT(EPOCH FROM (LEAD(rects) OVER (ORDER BY recreg) - rects)) / 60 as timespent_in_m... | 3.564 | 2.32 | {
"Startup Cost": 607.05,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 144,
"Parallel Aware": false,
"Plan Rows": 4522,
"Total Cost": 618.36,
"Plans": [
{
"Startup Cost": 63.55,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 32,
"Parallel ... | {
"Startup Cost": 63.55,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 96,
"Parallel Aware": false,
"Plan Rows": 951,
"Total Cost": 87.33,
"Plans": [
{
"Startup Cost": 63.55,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 24,
"Parallel Awar... | medium |
260 | solar_panel | SELECT COUNT(*) FILTER (WHERE sitetie = 'Bob' AND DATE(snapts) = CURRENT_DATE) AS count_called_bob FROM plant_record | SELECT COUNT(*) count_called_bob FROM plant_record WHERE sitetie = 'Bob' AND DATE(snapts) = CURRENT_DATE | 0.245 | 0.152 | {
"Startup Cost": 29.46,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Plain",
"Plan Width": 8,
"Parallel Aware": false,
"Plan Rows": 1,
"Total Cost": 29.47,
"Plans": [
{
"Relation Name": "plant_record",
"Alias": "plant_record",
"Startup Cost": 0,
"Async Ca... | {
"Startup Cost": 26.96,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Plain",
"Plan Width": 8,
"Parallel Aware": false,
"Plan Rows": 1,
"Total Cost": 26.97,
"Plans": [
{
"Relation Name": "plant_record",
"Alias": "plant_record",
"Startup Cost": 0,
"Async Ca... | easy |
261 | robot_fault_prediction | SELECT customer, product
FROM (
SELECT
mfgnameval AS customer,
modelseriesval AS product,
ROW_NUMBER() OVER (ORDER BY mfgnameval, modelseriesval) as rn
FROM robot_details
) AS ordered_data
ORDER BY rn; | WITH customer_products AS (
SELECT mfgnameval AS customer, modelseriesval AS product
FROM robot_details
)
SELECT customer, product FROM customer_products ORDER BY customer, product; | 2.683 | 2.122 | {
"Startup Cost": 135.62,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 27,
"Parallel Aware": false,
"Plan Rows": 951,
"Total Cost": 137.99,
"Plans": [
{
"Startup Cost": 69.55,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 27,
"Parallel Aw... | {
"Startup Cost": 69.55,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 19,
"Parallel Aware": false,
"Plan Rows": 951,
"Total Cost": 71.93,
"Plans": [
{
"Relation Name": "robot_details",
"Alias": "robot_details",
"Startup Cost": 0,
"Async Capable": false,
"N... | medium |
262 | polar_equipment | SELECT TO_CHAR("LAST_maint_date", 'HH12:MI AM') AS formatted_time FROM (SELECT "LAST_maint_date", row_number() OVER () as rn FROM "OperationMaintenance" WHERE "LAST_maint_date" IS NOT NULL) sub WHERE rn <= 100; | WITH filtered_maintenance AS (SELECT "LAST_maint_date" FROM "OperationMaintenance" WHERE "LAST_maint_date" IS NOT NULL LIMIT 100) SELECT TO_CHAR("LAST_maint_date", 'HH12:MI AM') AS formatted_time FROM filtered_maintenance; | 0.261 | 0.185 | {
"Alias": "sub",
"Startup Cost": 0,
"Async Capable": false,
"Node Type": "Subquery Scan",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 733,
"Total Cost": 42.75,
"Plans": [
{
"Startup Cost": 0,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 12,
... | {
"Alias": "filtered_maintenance",
"Startup Cost": 0,
"Async Capable": false,
"Node Type": "Subquery Scan",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 100,
"Total Cost": 3.58,
"Plans": [
{
"Startup Cost": 0,
"Async Capable": false,
"Node Type": "Limit",
"Plan W... | medium |
263 | robot_fault_prediction | SELECT DISTINCT robot_details.modelseriesval as name, SUM(operation.totopshrval) OVER (PARTITION BY robot_details.modelseriesval) as commission FROM operation LEFT JOIN robot_details ON robot_details.botdetreg = operation.operrecref | SELECT
robot_details.modelseriesval as name,
SUM(operation.totopshrval) as commission
FROM operation
LEFT JOIN robot_details
ON robot_details.botdetreg = operation.operrecref
GROUP BY 1 | 3.518 | 1.166 | {
"Startup Cost": 134.36,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 15,
"Parallel Aware": false,
"Plan Rows": 1000,
"Total Cost": 144.36,
"Plans": [
{
"Startup Cost": 111.86,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan... | {
"Startup Cost": 67.03,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 15,
"Parallel Aware": false,
"Plan Rows": 585,
"Total Cost": 72.88,
"Plans": [
{
"Startup Cost": 34.4,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Widt... | easy |
264 | robot_fault_prediction | SELECT COUNT(*) FILTER (WHERE faultpredscore IS NOT NULL) OVER () FROM maintenance_and_fault LIMIT 1 | WITH filtered_faults AS (SELECT 1 FROM maintenance_and_fault WHERE faultpredscore IS NOT NULL) SELECT count(*) FROM filtered_faults | 0.268 | 0.185 | {
"Startup Cost": 0,
"Async Capable": false,
"Node Type": "Limit",
"Plan Width": 8,
"Parallel Aware": false,
"Plan Rows": 1,
"Total Cost": 0.04,
"Plans": [
{
"Startup Cost": 0,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 8,
"Parallel Aware": false,
... | {
"Startup Cost": 12.73,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Plain",
"Plan Width": 8,
"Parallel Aware": false,
"Plan Rows": 1,
"Total Cost": 12.74,
"Plans": [
{
"Relation Name": "maintenance_and_fault",
"Alias": "maintenance_and_fault",
"Startup Cost": ... | easy |
265 | robot_fault_prediction | SELECT recreg as entry_id, botcode as entry_name FROM robot_record WHERE recreg NOT IN (SELECT DISTINCT mechactref FROM mechanical_status WHERE mechoperref NOT IN ('OP001', 'OP002', 'OP003')) | SELECT rr.recreg as entry_id, rr.botcode as entry_name FROM robot_record rr LEFT JOIN mechanical_status ms ON rr.recreg = ms.mechactref AND ms.mechoperref NOT IN ('OP001', 'OP002', 'OP003') WHERE ms.mechactref IS NULL | 1.053 | 0.793 | {
"Relation Name": "robot_record",
"Alias": "robot_record",
"Startup Cost": 93.89,
"Async Capable": false,
"Node Type": "Seq Scan",
"Plan Width": 16,
"Parallel Aware": false,
"Plan Rows": 476,
"Total Cost": 112.77,
"Plans": [
{
"Startup Cost": 84.82,
"Async Capable": false,
"No... | {
"Startup Cost": 92.07,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 16,
"Parallel Aware": false,
"Plan Rows": 226,
"Total Cost": 114.15,
"Plans": [
{
"Relation Name": "robot_record",
"Alias": "rr",
"Startup Cost": 0,
"Async Capable": false,
"Node Ty... | easy |
266 | solar_panel | SELECT sitetie, ROUND((max_epoch - min_epoch)/60, 2) as Minutes FROM (SELECT sitetie, DATE_TRUNC('day', snapts) as day, MIN(EXTRACT(EPOCH FROM snapts)) as min_epoch, MAX(EXTRACT(EPOCH FROM snapts)) as max_epoch FROM plant_record GROUP BY sitetie, DATE_TRUNC('day', snapts)) as time_ranges | WITH filtered_records AS (SELECT sitetie, snapts FROM plant_record) SELECT sitetie, ROUND(EXTRACT(EPOCH FROM (MAX(snapts) - MIN(snapts)))/60, 2) as Minutes FROM filtered_records GROUP BY sitetie, DATE_TRUNC('day', snapts) | 1.484 | 1.074 | {
"Alias": "time_ranges",
"Startup Cost": 34.45,
"Async Capable": false,
"Node Type": "Subquery Scan",
"Plan Width": 39,
"Parallel Aware": false,
"Plan Rows": 998,
"Total Cost": 64.38,
"Plans": [
{
"Startup Cost": 34.45,
"Async Capable": false,
"Node Type": "Aggregate",
"St... | {
"Startup Cost": 29.46,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 47,
"Parallel Aware": false,
"Plan Rows": 998,
"Total Cost": 51.91,
"Plans": [
{
"Relation Name": "plant_record",
"Alias": "plant_record",
"Startup Cost": 0,
"Asyn... | easy |
267 | robot_fault_prediction | SELECT rr.*, ps.conditionindexval FROM robot_record rr JOIN performance_and_safety ps ON rr.botcode = ps.effectivenessrobot WHERE ps.conditionindexval = 10 UNION ALL SELECT rr.*, NULL AS conditionindexval FROM robot_record rr WHERE NOT EXISTS (SELECT 1 FROM performance_and_safety ps WHERE ps.effectivenessrobot = rr.bot... | WITH filtered_ps AS (SELECT effectivenessrobot, conditionindexval FROM performance_and_safety WHERE conditionindexval = 10) SELECT rr.*, COALESCE(fp.conditionindexval, NULL) as conditionindexval FROM robot_record rr LEFT JOIN filtered_ps fp ON rr.botcode = fp.effectivenessrobot ORDER BY rr.botcode | 1.816 | 0.633 | {
"Startup Cost": 118.6,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 28,
"Parallel Aware": false,
"Plan Rows": 951,
"Total Cost": 120.98,
"Plans": [
{
"Startup Cost": 0.28,
"Async Capable": false,
"Node Type": "Append",
"Plan Width": 28,
"Parallel Aware":... | {
"Startup Cost": 15.27,
"Async Capable": false,
"Node Type": "Merge Join",
"Plan Width": 28,
"Parallel Aware": false,
"Plan Rows": 951,
"Total Cost": 79.91,
"Plans": [
{
"Relation Name": "robot_record",
"Alias": "rr",
"Startup Cost": 0.28,
"Async Capable": false,
"Node... | medium |
268 | solar_panel | SELECT pr.snapkey as matrix_id,
(COALESCE((ep.elec_perf_snapshot->>'value')::real, 0) +
COALESCE((ec.env_snapshot->>'value')::real, 0) +
COALESCE((mc.mech_health_snapshot->>'value')::real, 0)) as total_sum
FROM plant_record pr
LEFT JOIN electrical_performance ep ON pr.snapkey = ep.snaplink
LEF... | SELECT pr.snapkey as matrix_id,
(COALESCE(ep.value, 0) + COALESCE(ec.value, 0) + COALESCE(mc.value, 0)) as total_sum
FROM plant_record pr
LEFT JOIN LATERAL (SELECT (elec_perf_snapshot->>'value')::real as value FROM electrical_performance WHERE snaplink = pr.snapkey) ep ON true
LEFT JOIN LATERAL (SELECT (env_snap... | 11.471 | 5.131 | {
"Startup Cost": 446.22,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 2502,
"Parallel Aware": false,
"Plan Rows": 998,
"Total Cost": 483.64,
"Plans": [
{
"Startup Cost": 251.36,
"Async Capable": false,
"Node Type": "Hash Join",
"Pla... | {
"Startup Cost": 468.67,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 25,
"Parallel Aware": false,
"Plan Rows": 998,
"Total Cost": 528.55,
"Plans": [
{
"Startup Cost": 251.36,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan ... | medium |
269 | solar_panel | WITH filtered_plants AS (
SELECT modhook, sitelabel
FROM plants
),
filtered_models AS (
SELECT modkey, pnlkind
FROM panel_models
)
SELECT fm.pnlkind, MAX(fp.sitelabel) AS max_site_label
FROM filtered_plants fp
JOIN filtered_models fm ON fp.modhook = fm.modkey
GROUP BY fm.pnlkind; | SELECT pm.pnlkind, MAX(p.sitelabel) AS max_site_label FROM plants p JOIN panel_models pm ON p.modhook = pm.modkey GROUP BY pm.pnlkind; | 1.431 | 1.119 | {
"Startup Cost": 53.98,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 39,
"Parallel Aware": false,
"Plan Rows": 5,
"Total Cost": 54.03,
"Plans": [
{
"Startup Cost": 19.41,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width... | {
"Startup Cost": 53.98,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 39,
"Parallel Aware": false,
"Plan Rows": 5,
"Total Cost": 54.03,
"Plans": [
{
"Startup Cost": 19.41,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width... | medium |
270 | polar_equipment | SELECT e1."EQUIP_CODE" AS ID, e2."EQUIP_CODE" AS UltimateParentID FROM "Equipment" e1 JOIN "Equipment" e2 ON e1."EQUIP_CODE" = e2."EQUIP_CODE" || '_parent' WHERE e1."EQUIP_CODE" IS NOT NULL UNION ALL SELECT e1."EQUIP_CODE" AS ID, NULL AS UltimateParentID FROM "Equipment" e1 WHERE e1."EQUIP_CODE" IS NOT NULL AND NOT EXI... | WITH filtered_parents AS (SELECT "EQUIP_CODE" || '_parent' AS parent_pattern, "EQUIP_CODE" FROM "Equipment" WHERE "EQUIP_CODE" IS NOT NULL) SELECT e1."EQUIP_CODE" AS ID, COALESCE(fp."EQUIP_CODE", NULL) AS UltimateParentID FROM "Equipment" e1 LEFT JOIN filtered_parents fp ON e1."EQUIP_CODE" = fp.parent_pattern WHERE e1.... | 1.26 | 0.685 | {
"Startup Cost": 34.5,
"Async Capable": false,
"Node Type": "Limit",
"Plan Width": 26,
"Parallel Aware": false,
"Plan Rows": 100,
"Total Cost": 41.01,
"Plans": [
{
"Startup Cost": 34.5,
"Async Capable": false,
"Node Type": "Append",
"Plan Width": 26,
"Parallel Aware": ... | {
"Startup Cost": 34.5,
"Async Capable": false,
"Node Type": "Limit",
"Plan Width": 41,
"Parallel Aware": false,
"Plan Rows": 100,
"Total Cost": 36.98,
"Plans": [
{
"Startup Cost": 34.5,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 41,
"Parallel Aware... | hard |
271 | solar_panel | SELECT EXTRACT(HOUR FROM pr.snapts) AS hour, ep.elec_perf_snapshot AS tableValue1 FROM plant_record pr JOIN electrical_performance ep ON pr.snapkey = ep.snaplink WHERE DATE(pr.snapts) = '2020-05-29' AND EXTRACT(HOUR FROM pr.snapts) BETWEEN 0 AND 10 UNION ALL SELECT EXTRACT(HOUR FROM pr.snapts) AS hour, ec.env_snapshot ... | WITH filtered_pr AS (SELECT snapkey, snapts FROM plant_record WHERE DATE(snapts) = '2020-05-29') SELECT EXTRACT(HOUR FROM pr.snapts) AS hour, ep.elec_perf_snapshot AS tableValue1 FROM filtered_pr pr JOIN electrical_performance ep ON pr.snapkey = ep.snaplink WHERE EXTRACT(HOUR FROM pr.snapts) BETWEEN 0 AND 10 UNION ALL ... | 1.02 | 0.3 | {
"Startup Cost": 0.28,
"Async Capable": false,
"Node Type": "Append",
"Plan Width": 862,
"Parallel Aware": false,
"Plan Rows": 3,
"Total Cost": 120.8,
"Plans": [
{
"Startup Cost": 0.28,
"Async Capable": false,
"Node Type": "Nested Loop",
"Plan Width": 1208,
"Parallel A... | {
"Startup Cost": 22.24,
"Async Capable": false,
"Node Type": "Append",
"Plan Width": 862,
"Parallel Aware": false,
"Plan Rows": 3,
"Total Cost": 47.37,
"Plans": [
{
"Relation Name": "plant_record",
"Alias": "plant_record",
"Startup Cost": 0,
"Async Capable": false,
"No... | medium |
272 | solar_panel | SELECT snapkey AS ID, snapts AS Timestamp, sitetie AS Value FROM (SELECT *, ROW_NUMBER() OVER (ORDER BY snapts) as rn FROM plant_record) AS ordered ORDER BY rn | SELECT snapkey AS ID, snapts AS Timestamp, sitetie AS Value FROM plant_record ORDER BY snapts | 1.24 | 0.523 | {
"Startup Cost": 143.85,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 998,
"Total Cost": 146.35,
"Plans": [
{
"Alias": "ordered",
"Startup Cost": 66.69,
"Async Capable": false,
"Node Type": "Subquery Scan",
"Plan ... | {
"Startup Cost": 66.69,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 24,
"Parallel Aware": false,
"Plan Rows": 998,
"Total Cost": 69.19,
"Plans": [
{
"Relation Name": "plant_record",
"Alias": "plant_record",
"Startup Cost": 0,
"Async Capable": false,
"Nod... | easy |
273 | robot_fault_prediction | WITH RECURSIVE location_hierarchy AS (
SELECT
r.botcode as id,
r.botcode as name,
r.botcode as path,
1 as level
FROM robot_record r
WHERE r.botcode IN (SELECT DISTINCT o.operrecref FROM operation o WHERE o.operrecref IS NOT NULL)
UNION ALL
SELECT
r.botcode as id,
r.botcode as n... | WITH RECURSIVE location_hierarchy AS (
SELECT
r.botcode as id,
r.botcode as name,
r.botcode as path,
1 as level
FROM robot_record r
WHERE EXISTS (
SELECT 1
FROM operation o
WHERE o.operrecref = r.botcode
AND o.operrecref IS NOT NULL
)
UNION ALL
SELECT
r.botcode... | 4.196 | 3.165 | {
"Startup Cost": 19927.62,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 100,
"Parallel Aware": false,
"Plan Rows": 96051,
"Total Cost": 20167.74,
"Plans": [
{
"Startup Cost": 48.9,
"Async Capable": false,
"Node Type": "Recursive Union",
"Plan Width": 50,
... | {
"Startup Cost": 19929.17,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 100,
"Parallel Aware": false,
"Plan Rows": 96051,
"Total Cost": 20169.29,
"Plans": [
{
"Startup Cost": 37.5,
"Async Capable": false,
"Node Type": "Recursive Union",
"Plan Width": 50,
... | hard |
274 | robot_fault_prediction | WITH filtered_operations AS (SELECT operreg, progcyclecount, operrecref FROM operation), valid_robots AS (SELECT botdetreg, modelseriesval, payloadcapkg, instdateval, reachmmval FROM robot_details WHERE botdetreg IN (SELECT botcode FROM robot_record)) SELECT o.operreg AS CONumber, o.progcyclecount AS LineNumber, r.mode... | SELECT o.operreg AS CONumber, o.progcyclecount AS LineNumber, rd.modelseriesval AS PartNumber, rd.payloadcapkg AS OrderQty, rd.instdateval AS ScheduleDate, rd.reachmmval AS OnHandQty FROM operation o JOIN robot_details rd ON o.operrecref = rd.botdetreg | 1.673 | 0.912 | {
"Startup Cost": 62.8,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 45,
"Parallel Aware": false,
"Plan Rows": 1000,
"Total Cost": 93.07,
"Plans": [
{
"Startup Cost": 34.4,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 59,
"Parallel ... | {
"Startup Cost": 34.4,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 45,
"Parallel Aware": false,
"Plan Rows": 1000,
"Total Cost": 62.03,
"Plans": [
{
"Relation Name": "operation",
"Alias": "o",
"Startup Cost": 0,
"Async Capable": false,
"Node Type": ... | medium |
275 | solar_panel | WITH plant_stats AS (
SELECT
sitelabel,
modhook,
cap_mw,
MIN(cap_mw) OVER w AS min_cap,
MAX(cap_mw) OVER w AS max_cap,
COUNT(*) OVER w AS row_count
FROM plants
WINDOW w AS (PARTITION BY sitelabel, modhook)
)
SELECT
sitelabel as campaign,
modhook as supplier,
cap_mw as plan_quantity... | SELECT
sitelabel as campaign,
modhook as supplier,
cap_mw as plan_quantity,
CASE WHEN
MIN(cap_mw) OVER(PARTITION BY sitelabel, modhook)
= MAX(cap_mw) OVER(PARTITION BY sitelabel, modhook)
THEN
CASE WHEN COUNT(*) OVER(PARTITION BY sitelabel, modhook) = 1
THEN 'non-releva... | 5.778 | 4.537 | {
"Startup Cost": 73.79,
"Async Capable": false,
"Node Type": "Incremental Sort",
"Plan Width": 71,
"Parallel Aware": false,
"Plan Rows": 939,
"Total Cost": 143.51,
"Plans": [
{
"Alias": "plant_stats",
"Startup Cost": 73.75,
"Async Capable": false,
"Node Type": "Subquery Scan... | {
"Startup Cost": 73.79,
"Async Capable": false,
"Node Type": "Incremental Sort",
"Plan Width": 71,
"Parallel Aware": false,
"Plan Rows": 939,
"Total Cost": 143.51,
"Plans": [
{
"Startup Cost": 73.75,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 71,
"... | medium |
276 | solar_panel | WITH RankedRecords AS (
SELECT
sitetie,
snapts,
ROW_NUMBER() OVER (PARTITION BY sitetie ORDER BY snapts) AS rn
FROM
plant_record
),
ConsecutivePairs AS (
SELECT
r1.rn AS from_rank,
r2.rn AS to_rank,
r2.snapts - r1.snapts AS days_between
FROM
RankedRecords r1
JOIN RankedRecord... | SELECT
from_rank,
to_rank,
AVG(next_borrowing_date - current_borrowing_date) AS avg_days_between_borrowings
FROM (
SELECT
name,
borrowing_rank AS from_rank,
LEAD(borrowing_rank) OVER (PARTITION BY name ORDER BY date_library_book_borrowed) AS to_rank,
date_library_book_borrowed AS current_borrowi... | 3.467 | 2.726 | {
"Startup Cost": 246.8,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Sorted",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 25,
"Total Cost": 247.42,
"Plans": [
{
"Startup Cost": 66.69,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Wid... | {
"Startup Cost": 146.65,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 200,
"Total Cost": 147.15,
"Plans": [
{
"Startup Cost": 136.5,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Wi... | hard |
277 | robot_fault_prediction | WITH filtered_data AS (SELECT actrecref, payloadwval FROM actuation_data WHERE payloadwval IS NOT NULL OR payloadwval IS NULL) SELECT actrecref AS item_name, SUM(payloadwval) AS issue_material FROM filtered_data WHERE payloadwval IS NOT NULL GROUP BY actrecref UNION ALL SELECT actrecref AS item_name, SUM(payloadwval) A... | SELECT actrecref AS item_name, SUM(payloadwval) AS issue_material FROM actuation_data WHERE payloadwval IS NOT NULL GROUP BY actrecref UNION ALL SELECT actrecref AS item_name, SUM(payloadwval) AS return_material FROM actuation_data WHERE payloadwval IS NULL GROUP BY actrecref | 1.774 | 1.03 | {
"Startup Cost": 46.73,
"Async Capable": false,
"Node Type": "Append",
"Plan Width": 36,
"Parallel Aware": false,
"Plan Rows": 204,
"Total Cost": 64.86,
"Plans": [
{
"Relation Name": "actuation_data",
"Alias": "actuation_data",
"Startup Cost": 0,
"Async Capable": false,
... | {
"Startup Cost": 30.4,
"Async Capable": false,
"Node Type": "Append",
"Plan Width": 11,
"Parallel Aware": false,
"Plan Rows": 984,
"Total Cost": 75.76,
"Plans": [
{
"Startup Cost": 30.4,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Widt... | hard |
278 | robot_fault_prediction | WITH PERIODS AS (
SELECT DATE '2020-01-01' AS PERIOD, 1 AS value
UNION ALL
SELECT DATE '2020-01-02' AS PERIOD, 2 AS value
UNION ALL
SELECT DATE '2020-01-03' AS PERIOD, 3 AS value
UNION ALL
SELECT DATE '2020-01-04' AS PERIOD, 4 AS value
UNION ALL
SELECT DATE '2020-01-05' AS PERIOD, 5 ... | SELECT period, value
FROM (VALUES
(DATE '2020-01-01', 1),
(DATE '2020-01-02', 2),
(DATE '2020-01-03', 3),
(DATE '2020-01-04', 4),
(DATE '2020-01-05', 5),
(DATE '2020-01-06', 0),
(DATE '2020-01-07', 6),
(DATE '2020-01-08', 7),
(DATE '2020-01-09', 8),
(DATE '2020-01-10', 9)
) AS P... | 0.069 | 0.031 | {
"Startup Cost": 0,
"Async Capable": false,
"Node Type": "Append",
"Plan Width": 8,
"Parallel Aware": false,
"Plan Rows": 10,
"Total Cost": 0.15,
"Plans": [
{
"Startup Cost": 0,
"Async Capable": false,
"Node Type": "Result",
"Plan Width": 8,
"Parallel Aware": false,
... | {
"Alias": "*VALUES*",
"Startup Cost": 0,
"Async Capable": false,
"Node Type": "Values Scan",
"Plan Width": 8,
"Parallel Aware": false,
"Plan Rows": 10,
"Total Cost": 0.12
} | hard |
279 | solar_panel | SELECT * FROM (SELECT sitekey as id, ARRAY_AGG(DISTINCT docstate) AS table1Country FROM plants WHERE docstate IS NOT NULL GROUP BY sitekey) as table1 UNION ALL SELECT * FROM (SELECT sitekey as id, ARRAY_AGG(DISTINCT docstate) AS table2Country FROM plants WHERE docstate IS NOT NULL GROUP BY sitekey) as table2 | WITH plant_data AS (
SELECT sitekey, docstate
FROM plants
WHERE docstate IS NOT NULL
),
agg_result AS (
SELECT sitekey as id, ARRAY_AGG(DISTINCT docstate) AS country_array
FROM plant_data
GROUP BY sitekey
)
SELECT id, country_array AS table1Country FROM agg_result
UNION ALL
SELECT id, country_ar... | 4.292 | 2.752 | {
"Startup Cost": 73.75,
"Async Capable": false,
"Node Type": "Append",
"Plan Width": 39,
"Parallel Aware": false,
"Plan Rows": 1878,
"Total Cost": 194.46,
"Plans": [
{
"Startup Cost": 73.75,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Sorted",
"Plan ... | {
"Startup Cost": 92.53,
"Async Capable": false,
"Node Type": "Append",
"Plan Width": 64,
"Parallel Aware": false,
"Plan Rows": 1878,
"Total Cost": 139.48,
"Plans": [
{
"Startup Cost": 73.75,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Sorted",
"Plan ... | medium |
280 | polar_equipment | SELECT c.* FROM (SELECT e.*, COUNT(*) OVER (PARTITION BY LEFT("EQUIP_CODE", 3)) AS cnt FROM "Equipment" e) c ORDER BY "EQUIP_CODE"; | WITH prefix_counts AS (SELECT LEFT("EQUIP_CODE", 3) AS prefix, COUNT(*) AS cnt FROM "Equipment" GROUP BY 1) SELECT e.*, pc.cnt FROM "Equipment" e JOIN prefix_counts pc ON LEFT(e."EQUIP_CODE", 3) = pc.prefix ORDER BY e."EQUIP_CODE" | 3.612 | 2.547 | {
"Startup Cost": 154.16,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 69,
"Parallel Aware": false,
"Plan Rows": 1000,
"Total Cost": 156.66,
"Plans": [
{
"Alias": "c",
"Startup Cost": 74.33,
"Async Capable": false,
"Node Type": "Subquery Scan",
"Plan Width... | {
"Startup Cost": 396.5,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 69,
"Parallel Aware": false,
"Plan Rows": 5000,
"Total Cost": 409,
"Plans": [
{
"Startup Cost": 64.5,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 69,
"Parallel Aware"... | hard |
281 | robot_fault_prediction | SELECT rd.botdetreg, rd.mfgnameval, rd.modelseriesval, o.operreg, o.operreg FROM (SELECT operreg, operrecref FROM operation WHERE operreg BETWEEN 'OP001' AND 'OP950') o INNER JOIN robot_details rd ON rd.botdetreg = o.operrecref ORDER BY rd.mfgnameval, o.operreg | SELECT rd.botdetreg, rd.mfgnameval, rd.modelseriesval, o.operreg, o.operreg FROM operation o INNER JOIN robot_details rd ON rd.botdetreg = o.operrecref WHERE o.operreg BETWEEN 'OP001' AND 'OP950' ORDER BY rd.mfgnameval, o.operreg | 1.425 | 1.117 | {
"Startup Cost": 74.73,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 46,
"Parallel Aware": false,
"Plan Rows": 260,
"Total Cost": 75.38,
"Plans": [
{
"Startup Cost": 33.25,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 46,
"Parallel Awar... | {
"Startup Cost": 74.73,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 46,
"Parallel Aware": false,
"Plan Rows": 260,
"Total Cost": 75.38,
"Plans": [
{
"Startup Cost": 33.25,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 46,
"Parallel Awar... | medium |
282 | polar_equipment | SELECT DISTINCT l."STATION_name" FROM "Location" l WHERE EXISTS (SELECT 1 FROM "StationEquipmentType" set WHERE set.station_name = l."STATION_name") AND (SELECT COUNT(*) FROM "StationEquipmentType" set2 WHERE set2.station_name = l."STATION_name") = (SELECT COUNT(*) FROM "EquipmentType"); | SELECT l."STATION_name" FROM "Location" l WHERE (SELECT COUNT(*) FROM "StationEquipmentType" set WHERE set.station_name = l."STATION_name") = (SELECT COUNT(*) FROM "EquipmentType"); | 0.501 | 0.339 | {
"Startup Cost": 55.47,
"Async Capable": false,
"Node Type": "Unique",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 1,
"Total Cost": 55.48,
"Plans": [
{
"Startup Cost": 1.07,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Plain",
"Plan Width"... | {
"Relation Name": "Location",
"Alias": "l",
"Startup Cost": 1.08,
"Async Capable": false,
"Node Type": "Seq Scan",
"Plan Width": 32,
"Parallel Aware": false,
"Plan Rows": 1,
"Total Cost": 52.83,
"Plans": [
{
"Startup Cost": 1.07,
"Async Capable": false,
"Node Type": "Aggregate... | easy |
283 | polar_equipment | SELECT
j.date,
j.product_id,
j.qty_in,
j.qty_out
FROM "OperationMaintenance" om
JOIN "Equipment" e ON om."equipRef" = e."EQUIP_CODE"
CROSS JOIN LATERAL (
VALUES
(om."LAST_maint_date", e."EQUIP_CODE", om."OPER_hours", NULL),
(om."LAST_maint_date", e."EQUIP_CODE", NULL, om."MAINT_COST_usd")
... | SELECT om."LAST_maint_date" AS date, e."EQUIP_CODE" AS product_id, om."OPER_hours" AS qty_in, NULL AS qty_out FROM "OperationMaintenance" om JOIN "Equipment" e ON om."equipRef" = e."EQUIP_CODE" UNION ALL SELECT om."LAST_maint_date" AS date, e."EQUIP_CODE" AS product_id, NULL AS qty_in, om."MAINT_COST_usd" AS qty_out FR... | 1.859 | 1.45 | {
"Startup Cost": 34.5,
"Async Capable": false,
"Node Type": "Nested Loop",
"Plan Width": 44,
"Parallel Aware": false,
"Plan Rows": 1718,
"Total Cost": 98.01,
"Plans": [
{
"Startup Cost": 34.5,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 21,
"Paralle... | {
"Startup Cost": 34.5,
"Async Capable": false,
"Node Type": "Append",
"Plan Width": 21,
"Parallel Aware": false,
"Plan Rows": 1718,
"Total Cost": 127.3,
"Plans": [
{
"Startup Cost": 34.5,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 21,
"Parallel Awa... | medium |
284 | robot_fault_prediction | WITH CTE AS (
SELECT
TO_CHAR(rects, 'YYYY-MM') AS Year_Month,
EXTRACT(YEAR FROM rects) AS Year,
EXTRACT(MONTH FROM rects) AS Month,
COUNT(DISTINCT botcode) AS Headcount
FROM robot_record
GROUP BY TO_CHAR(rects, 'YYYY-MM'), EXTRACT(YEAR FROM rects), EXTRACT(MONTH FROM rects)
),
YearStartingHeadcoun... | WITH MonthlyHeadcount AS (
SELECT
EXTRACT(YEAR FROM rects) AS Year,
EXTRACT(MONTH FROM rects) AS Month,
COUNT(DISTINCT botcode) AS Headcount
FROM robot_record
GROUP BY EXTRACT(YEAR FROM rects), EXTRACT(MONTH FROM rects)
)
SELECT
0 AS NumVolTerms,
Month,
Year,
Headcount,
CASE
WHEN Month =... | 4.871 | 3.474 | {
"Startup Cost": 82.64,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 84,
"Parallel Aware": false,
"Plan Rows": 2,
"Total Cost": 82.69,
"Plans": [
{
"Startup Cost": 82.64,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 72,
"Parallel Aware"... | {
"Startup Cost": 68.31,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 84,
"Parallel Aware": false,
"Plan Rows": 2,
"Total Cost": 77.91,
"Plans": [
{
"Alias": "monthlyheadcount",
"Startup Cost": 68.31,
"Async Capable": false,
"Node Type": "Subquery Scan",
... | hard |
285 | robot_fault_prediction | SELECT rr.botcode AS EmployeeCode, (SELECT rd.payloadcapkg FROM robot_details rd WHERE rd.botdetreg = rr.botcode) AS EstimatedWeight FROM robot_record rr WHERE EXISTS (SELECT 1 FROM robot_details rd WHERE rd.botdetreg = rr.botcode) | WITH filtered_robots AS (SELECT botcode FROM robot_record) SELECT fr.botcode AS EmployeeCode, rd.payloadcapkg AS EstimatedWeight FROM filtered_robots fr JOIN robot_details rd ON fr.botcode = rd.botdetreg | 3.379 | 0.683 | {
"Startup Cost": 28.4,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 11,
"Parallel Aware": false,
"Plan Rows": 951,
"Total Cost": 7939.58,
"Plans": [
{
"Relation Name": "robot_details",
"Alias": "rd",
"Startup Cost": 0,
"Async Capable": false,
"Node T... | {
"Startup Cost": 28.4,
"Async Capable": false,
"Node Type": "Hash Join",
"Plan Width": 11,
"Parallel Aware": false,
"Plan Rows": 951,
"Total Cost": 53.41,
"Plans": [
{
"Relation Name": "robot_details",
"Alias": "rd",
"Startup Cost": 0,
"Async Capable": false,
"Node Typ... | easy |
286 | robot_fault_prediction | SELECT DISTINCT actoperref as agent_from, SUM(payloadwval) OVER (PARTITION BY actoperref) as from_transaccions FROM actuation_data; | SELECT actoperref as agent_from, SUM(payloadwval) as from_transaccions FROM actuation_data GROUP BY actoperref; | 2.743 | 0.797 | {
"Startup Cost": 100.33,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 14,
"Parallel Aware": false,
"Plan Rows": 1000,
"Total Cost": 110.33,
"Plans": [
{
"Startup Cost": 77.83,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan ... | {
"Startup Cost": 33,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 14,
"Parallel Aware": false,
"Plan Rows": 1000,
"Total Cost": 43,
"Plans": [
{
"Relation Name": "actuation_data",
"Alias": "actuation_data",
"Startup Cost": 0,
"Async... | easy |
287 | polar_equipment | WITH AggregatedData AS (SELECT "EQUIP_CODE", MIN(CAST("utilPercent" AS DECIMAL(9,2))) as min_util, SUM(CAST("utilPercent" AS DECIMAL(9,2))) as sum_util FROM "Equipment" GROUP BY "EQUIP_CODE") SELECT "EQUIP_CODE" AS IDNUMBER, CASE WHEN min_util < 0 THEN min_util ELSE CAST(sum_util AS DECIMAL(9,2)) END AS Sum_Result, CAS... | SELECT "EQUIP_CODE" AS IDNUMBER, CASE WHEN MIN(CAST("utilPercent" AS DECIMAL(9,2))) < 0 THEN MIN(CAST("utilPercent" AS DECIMAL(9,2))) ELSE CAST(SUM(CAST("utilPercent" AS DECIMAL(9,2))) AS DECIMAL(9,2)) END AS Sum_Result, CASE WHEN MIN(CAST("utilPercent" AS DECIMAL(9,2))) < 0 THEN 1 ELSE 2 END AS "FLAG_In" FROM "Equipme... | 2.666 | 2.04 | {
"Alias": "aggregateddata",
"Startup Cost": 39.5,
"Async Capable": false,
"Node Type": "Subquery Scan",
"Plan Width": 45,
"Parallel Aware": false,
"Plan Rows": 1000,
"Total Cost": 59.5,
"Plans": [
{
"Startup Cost": 39.5,
"Async Capable": false,
"Node Type": "Aggregate",
"S... | {
"Startup Cost": 39.5,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Hashed",
"Plan Width": 45,
"Parallel Aware": false,
"Plan Rows": 1000,
"Total Cost": 59.5,
"Plans": [
{
"Relation Name": "Equipment",
"Alias": "Equipment",
"Startup Cost": 0,
"Async Capab... | hard |
288 | solar_panel | SELECT snapkey, RowNum FROM (SELECT snapkey, ROW_NUMBER() OVER (ORDER BY snapts) AS RowNum FROM plant_record) sub | SELECT snapkey, ROW_NUMBER() OVER (ORDER BY snapts) AS RowNum FROM plant_record | 0.983 | 0.749 | {
"Alias": "sub",
"Startup Cost": 66.69,
"Async Capable": false,
"Node Type": "Subquery Scan",
"Plan Width": 17,
"Parallel Aware": false,
"Plan Rows": 998,
"Total Cost": 94.14,
"Plans": [
{
"Startup Cost": 66.69,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width... | {
"Startup Cost": 66.69,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width": 25,
"Parallel Aware": false,
"Plan Rows": 998,
"Total Cost": 84.16,
"Plans": [
{
"Startup Cost": 66.69,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 17,
"Parallel Awar... | medium |
289 | solar_panel | SELECT
TO_CHAR(snapts, 'YYYY-MM') AS month_year,
COUNT(DISTINCT sitetie) AS customer_count
FROM
plant_record
WHERE
snapts IS NOT NULL
GROUP BY
TO_CHAR(snapts, 'YYYY-MM')
HAVING
COUNT(snapkey) > 1 | WITH pre_aggregated AS (
SELECT
DATE_TRUNC('month', snapts) AS month_start,
sitetie,
snapkey
FROM
plant_record
WHERE
snapts IS NOT NULL
)
SELECT
TO_CHAR(month_start, 'YYYY-MM') AS month_year,
COUNT(DISTINCT sitetie) AS customer_count
FROM
pre_aggregated... | 2.601 | 1.276 | {
"Startup Cost": 69.19,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Sorted",
"Plan Width": 40,
"Parallel Aware": false,
"Plan Rows": 333,
"Total Cost": 92.48,
"Plans": [
{
"Startup Cost": 69.19,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": ... | {
"Startup Cost": 69.19,
"Async Capable": false,
"Node Type": "Aggregate",
"Strategy": "Sorted",
"Plan Width": 48,
"Parallel Aware": false,
"Plan Rows": 333,
"Total Cost": 94.14,
"Plans": [
{
"Startup Cost": 69.19,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": ... | medium |
290 | polar_equipment | SELECT currency, rate
FROM (
SELECT
"EquipType" as currency,
COUNT(*) as rate,
RANK() OVER (ORDER BY COUNT(*) DESC) as drnk
FROM "Equipment"
GROUP BY "EquipType"
) ranked
WHERE drnk <= 5
ORDER BY rate DESC | SELECT "EquipType" as currency, COUNT(*) as rate
FROM "Equipment"
GROUP BY "EquipType"
ORDER BY rate DESC
LIMIT 5 | 0.55 | 0.418 | {
"Alias": "ranked",
"Startup Cost": 27.14,
"Async Capable": false,
"Node Type": "Subquery Scan",
"Plan Width": 17,
"Parallel Aware": false,
"Plan Rows": 6,
"Total Cost": 27.3,
"Plans": [
{
"Startup Cost": 27.14,
"Async Capable": false,
"Node Type": "WindowAgg",
"Plan Width... | {
"Startup Cost": 27.14,
"Async Capable": false,
"Node Type": "Limit",
"Plan Width": 17,
"Parallel Aware": false,
"Plan Rows": 5,
"Total Cost": 27.15,
"Plans": [
{
"Startup Cost": 27.14,
"Async Capable": false,
"Node Type": "Sort",
"Plan Width": 17,
"Parallel Aware": fa... | hard |
291 | tpch | WITH RECURSIVE date_range AS (
SELECT MIN(CAST(o.o_orderdate AS DATE))::DATE AS date FROM orders o
UNION ALL
SELECT (date + INTERVAL '1 day')::DATE
FROM date_range
WHERE date < (SELECT MAX(CAST(o.o_orderdate AS DATE)) FROM orders o)
)
SELECT
dr.date,
COALESCE(SUM(o.o_totalprice), 0) AS total... | SELECT
CAST(o.o_orderdate AS DATE) AS date,
SUM(o.o_totalprice) AS total_transaction_amount
FROM orders o
GROUP BY CAST(o.o_orderdate AS DATE)
ORDER BY CAST(o.o_orderdate AS DATE); | 4,045.522 | 1,708.267 | {
"Plan Width": 36,
"Actual Rows": 2406,
"Plan Rows": 31,
"Actual Startup Time": 4028.061,
"Node Type": "Sort",
"Actual Loops": 1,
"Parallel Aware": false,
"Total Cost": 1620893.62,
"Actual Total Time": 4028.176,
"Startup Cost": 1620893.54,
"Plans": [
{
"Plan Width": 4,
"Actual Row... | {
"Plan Width": 36,
"Actual Rows": 2406,
"Plan Rows": 2406,
"Actual Startup Time": 1689.865,
"Node Type": "Sort",
"Actual Loops": 1,
"Parallel Aware": false,
"Total Cost": 145954.92,
"Actual Total Time": 1689.972,
"Startup Cost": 145948.9,
"Plans": [
{
"Plan Width": 36,
"Actual Row... | hard |
292 | tpch | SELECT o_orderstatus, SUM(CASE WHEN o_orderdate BETWEEN '1995-05-02' AND '1996-03-01' THEN 1 ELSE 0 END) AS count FROM orders WHERE o_orderstatus IN ('F', 'O', 'P') GROUP BY o_orderstatus; | SELECT o_orderstatus, COUNT(*) FROM orders WHERE o_orderstatus IN ('F', 'O', 'P') AND o_orderdate BETWEEN '1995-05-02' AND '1996-03-01' GROUP BY o_orderstatus; | 1,615.766 | 683.314 | {
"Plan Width": 10,
"Actual Rows": 3,
"Plan Rows": 3,
"Actual Startup Time": 1597.177,
"Node Type": "Aggregate",
"Actual Loops": 1,
"Parallel Aware": false,
"Strategy": "Hashed",
"Total Cost": 185162.06,
"Actual Total Time": 1597.178,
"Startup Cost": 185162.03,
"Plans": [
{
"Relation N... | {
"Plan Width": 10,
"Actual Rows": 3,
"Plan Rows": 3,
"Actual Startup Time": 665.752,
"Node Type": "Aggregate",
"Actual Loops": 1,
"Parallel Aware": false,
"Strategy": "Hashed",
"Total Cost": 165415.79,
"Actual Total Time": 665.753,
"Startup Cost": 165415.76,
"Plans": [
{
"Relation Nam... | medium |
293 | tpch | SELECT *
FROM lineitem
WHERE ctid IN (
SELECT ctid FROM lineitem WHERE l_suppkey <> 25
INTERSECT
SELECT ctid FROM lineitem WHERE l_partkey <> 25
INTERSECT
SELECT ctid FROM lineitem WHERE l_orderkey <> 25
INTERSECT
SELECT ctid FROM lineitem WHERE l_linenumber <> 25
INTERSECT
SELECT ctid FROM lineitem W... | SELECT * FROM lineitem WHERE l_suppkey <> 25 AND l_partkey <> 25 AND l_orderkey <> 25 AND l_linenumber <> 25 AND l_quantity <> 25.00 AND l_extendedprice <> 25.00; | 173,651.978 | 5,184.263 | {
"Plan Width": 117,
"Actual Rows": 17634447,
"Plan Rows": 17635723,
"Actual Startup Time": 150844.129,
"Node Type": "Hash Join",
"Actual Loops": 1,
"Parallel Aware": false,
"Total Cost": 40405648.46,
"Actual Total Time": 172432.903,
"Startup Cost": 39104347.82,
"Plans": [
{
"Relation Na... | {
"Relation Name": "lineitem",
"Plan Width": 117,
"Actual Rows": 17634447,
"Plan Rows": 17635039,
"Actual Startup Time": 70.782,
"Node Type": "Seq Scan",
"Actual Loops": 1,
"Parallel Aware": false,
"Total Cost": 787284.2,
"Actual Total Time": 4497.071,
"Startup Cost": 0,
"Alias": "lineitem"
} | medium |
294 | tpch | SELECT s.*, (s.s_acctbal + COALESCE(g.sum_signed, 0)) AS score
FROM supplier s
LEFT JOIN (
SELECT s_suppkey, SUM(score_signed) AS sum_signed
FROM (
SELECT l_suppkey AS s_suppkey, l_extendedprice AS score_signed FROM lineitem
UNION ALL
SELECT l_suppkey AS s_suppkey, -l_extendedprice AS score_signed FROM ... | SELECT s.*,
s.s_acctbal AS score
FROM supplier s
WHERE s.s_nationkey = 1; | 23,465.071 | 5.554 | {
"Plan Width": 176,
"Actual Rows": 1245,
"Plan Rows": 1245,
"Actual Startup Time": 23340.732,
"Node Type": "Hash Join",
"Actual Loops": 1,
"Parallel Aware": false,
"Total Cost": 1440704.45,
"Actual Total Time": 23345.43,
"Startup Cost": 1439658.06,
"Plans": [
{
"Relation Name": "supplie... | {
"Relation Name": "supplier",
"Plan Width": 150,
"Actual Rows": 1245,
"Plan Rows": 1245,
"Actual Startup Time": 0.013000000000000001,
"Node Type": "Seq Scan",
"Actual Loops": 1,
"Parallel Aware": false,
"Total Cost": 1040,
"Actual Total Time": 5.436,
"Startup Cost": 0,
"Alias": "s"
} | medium |
295 | tpch | SELECT l_orderkey
FROM (
SELECT l_orderkey, l_partkey
FROM lineitem
WHERE l_shipdate >= '1995-01-01'
GROUP BY l_orderkey, l_partkey
) AS unique_parts
GROUP BY l_orderkey
HAVING COUNT(l_partkey) > 1 | SELECT DISTINCT l_orderkey
FROM (
SELECT l_orderkey,
COUNT(l_partkey) OVER (PARTITION BY l_orderkey) as distinct_parts
FROM lineitem
WHERE l_shipdate >= '1995-01-01'
) AS order_parts
WHERE distinct_parts > 1 | 5,235.762 | 3,838.11 | {
"Node Type": "Aggregate",
"Total Cost": 621569.93,
"Plan Width": 4,
"Parallel Aware": false,
"Plan Rows": 67,
"Strategy": "Hashed",
"Startup Cost": 621567.43,
"Plans": [
{
"Node Type": "Aggregate",
"Parent Relationship": "Outer",
"Total Cost": 583176.84,
"Plan Width": 8,
... | {
"Node Type": "Unique",
"Total Cost": 603248.51,
"Plan Width": 4,
"Parallel Aware": false,
"Plan Rows": 853124,
"Startup Cost": 0.43,
"Plans": [
{
"Node Type": "Subquery Scan",
"Parent Relationship": "Outer",
"Total Cost": 601115.7,
"Plan Width": 4,
"Parallel Aware": fal... | medium |
296 | tpch | SELECT p.p_partkey AS "Products__id", p.p_name AS "Products__title", p.p_retailprice AS "Products__price", COUNT(l.l_partkey) AS "count", CASE WHEN ps.ps_suppkey IS NULL THEN FALSE ELSE TRUE END AS "isFavorite" FROM part p LEFT JOIN partsupp ps ON ps.ps_partkey = p.p_partkey JOIN lineitem l ON l.l_partkey = p.p_partkey... | WITH part_lineitem AS (SELECT p_partkey, p_name, p_retailprice, COUNT(l_partkey) as count FROM part JOIN lineitem ON p_partkey = l_partkey GROUP BY p_partkey, p_name, p_retailprice), part_partsupp AS (SELECT ps_partkey, ps_suppkey FROM partsupp GROUP BY ps_partkey, ps_suppkey) SELECT pl.p_partkey AS "Products__id", pl.... | 14,585.375 | 4,291.258 | {
"Node Type": "Limit",
"Total Cost": 2564789.5,
"Plan Width": 56,
"Parallel Aware": false,
"Plan Rows": 100,
"Startup Cost": 2564789.25,
"Plans": [
{
"Node Type": "Sort",
"Parent Relationship": "Outer",
"Total Cost": 2609779,
"Plan Width": 56,
"Parallel Aware": false,
... | {
"Node Type": "Limit",
"Total Cost": 60017339.7,
"Plan Width": 52,
"Parallel Aware": false,
"Plan Rows": 100,
"Startup Cost": 60017339.45,
"Plans": [
{
"Node Type": "Sort",
"Parent Relationship": "Outer",
"Total Cost": 62819879.45,
"Plan Width": 52,
"Parallel Aware": fal... | medium |
297 | tpch | SELECT l.*, (SELECT o.o_orderdate FROM orders o WHERE (o.o_orderkey, o.o_orderdate) = (l.l_orderkey, l.l_shipdate)) AS starttime, p.p_name AS title FROM lineitem l LEFT JOIN part p ON l.l_partkey = p.p_partkey; | WITH lineitem_orders AS (SELECT l1.*, o1.o_orderdate AS starttime FROM lineitem l1 LEFT JOIN orders o1 ON (l1.l_orderkey, l1.l_shipdate) = (o1.o_orderkey, o1.o_orderdate)) SELECT lo.*, p.p_name AS title FROM lineitem_orders lo LEFT JOIN part p ON lo.l_partkey = p.p_partkey; | 56,570.967 | 32,893.068 | {
"Plan Width": 154,
"Actual Rows": 17996609,
"Plan Rows": 17996248,
"Actual Startup Time": 480.172,
"Node Type": "Hash Join",
"Actual Loops": 1,
"Parallel Aware": false,
"Total Cost": 153345714.18,
"Actual Total Time": 55564.764,
"Startup Cost": 30477,
"Plans": [
{
"Relation Name": "lin... | {
"Plan Width": 154,
"Actual Rows": 17996609,
"Plan Rows": 17996248,
"Actual Startup Time": 487.856,
"Node Type": "Hash Join",
"Actual Loops": 1,
"Parallel Aware": false,
"Total Cost": 2027240.73,
"Actual Total Time": 32191.58,
"Startup Cost": 30477.87,
"Plans": [
{
"Plan Width": 121,
... | medium |
298 | tpch | SELECT Country, City
FROM
(
SELECT
n.n_name AS Country
, n.n_nationkey AS CountryCode
, r.r_name AS Region
, c.c_name AS City
, c.c_acctbal AS CityPopulation
, DENSE_RANK() OVER (PARTITION BY n.n_nationkey ORDER BY c.c_acctbal DESC) AS Rnk
FROM nation AS n
JOIN region AS r ON r.r_r... | SELECT n.n_name AS Country, c.c_name AS City
FROM nation n
JOIN region r ON r.r_regionkey = n.n_regionkey
JOIN customer c ON c.c_nationkey = n.n_nationkey
JOIN (
SELECT c_nationkey, MAX(c_acctbal) AS max_bal
FROM customer
WHERE c_acctbal > 1000
GROUP BY c_nationkey
) max_c ON max_c.c_nationkey = n.n_nat... | 1,327.434 | 322.143 | {
"Startup Cost": 137332.54,
"Parallel Aware": false,
"Node Type": "Sort",
"Total Cost": 137337.13,
"Plan Rows": 1835,
"Plan Width": 129,
"Plans": [
{
"Startup Cost": 121483.07,
"Parallel Aware": false,
"Node Type": "Subquery Scan",
"Total Cost": 137233.07,
"Plan Rows": 1... | {
"Startup Cost": 1984308.9,
"Parallel Aware": false,
"Node Type": "Sort",
"Total Cost": 1984309.33,
"Plan Rows": 170,
"Plan Width": 129,
"Plans": [
{
"Startup Cost": 11686.02,
"Parallel Aware": false,
"Node Type": "Nested Loop",
"Total Cost": 1984302.61,
"Plan Rows": 170... | hard |
299 | tpch | SELECT ROUND(100.0 * COUNT(DISTINCT CASE WHEN EXISTS (SELECT 1 FROM customer c WHERE c.c_custkey = o.o_custkey) THEN o.o_custkey END) / COUNT(DISTINCT o.o_custkey)) AS browse_to_checkout_percent FROM orders o; | SELECT ROUND(100.0 * COUNT(DISTINCT c.c_custkey) / NULLIF(COUNT(DISTINCT o.o_custkey), 0)) AS browse_to_checkout_percent FROM orders o LEFT JOIN customer c ON o.o_custkey = c.c_custkey; | 7,287.687 | 2,556.797 | {
"Plan Width": 32,
"Actual Rows": 1,
"Plan Rows": 1,
"Actual Startup Time": 7269.022,
"Node Type": "Aggregate",
"Actual Loops": 1,
"Parallel Aware": false,
"Strategy": "Plain",
"Total Cost": 20094339.26,
"Actual Total Time": 7269.024,
"Startup Cost": 20094339.23,
"Plans": [
{
"Relatio... | {
"Plan Width": 32,
"Actual Rows": 1,
"Plan Rows": 1,
"Actual Startup Time": 2540.02,
"Node Type": "Aggregate",
"Actual Loops": 1,
"Parallel Aware": false,
"Strategy": "Plain",
"Total Cost": 181726.23,
"Actual Total Time": 2540.022,
"Startup Cost": 181726.2,
"Plans": [
{
"Plan Width": ... | medium |
300 | tpch | SELECT DISTINCT ON (p_type, p_name) p_name AS name, p_type AS category, MAX(p_retailprice) OVER (PARTITION BY p_type, p_name) AS max_score FROM part; | SELECT p_name AS name, p_type AS category, MAX(p_retailprice) AS max_score FROM (SELECT p_name, p_type, p_retailprice FROM part WHERE p_retailprice >= 0) AS filtered_parts GROUP BY p_type, p_name; | 3,127.27 | 871.731 | {
"Node Type": "Unique",
"Total Cost": 113433.81,
"Plan Width": 86,
"Parallel Aware": false,
"Plan Rows": 600000,
"Startup Cost": 98433.81,
"Plans": [
{
"Node Type": "WindowAgg",
"Parent Relationship": "Outer",
"Total Cost": 110433.81,
"Plan Width": 86,
"Parallel Aware": ... | {
"Node Type": "Aggregate",
"Total Cost": 106733.43,
"Plan Width": 86,
"Parallel Aware": false,
"Plan Rows": 599940,
"Strategy": "Hashed",
"Startup Cost": 87844.69,
"Plans": [
{
"Node Type": "Seq Scan",
"Parent Relationship": "Outer",
"Total Cost": 19789,
"Relation Name": "pa... | easy |
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