Yuming Wang created SPARK-34137:
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Summary: The tree string does not contain statistics for nested
scalar sub queries
Key: SPARK-34137
URL: https://issues.apache.org/jira/browse/SPARK-34137
Project: Spark
Issue Type: Sub-task
Components: SQL
Affects Versions: 3.2.0
Reporter: Yuming Wang
How to reproduce:
{code:scala}
spark.sql("create table t1 using parquet as select id as a, id as b from
range(1000)")
spark.sql("create table t2 using parquet as select id as c, id as d from
range(2000)")
spark.sql("ANALYZE TABLE t1 COMPUTE STATISTICS FOR ALL COLUMNS")
spark.sql("ANALYZE TABLE t2 COMPUTE STATISTICS FOR ALL COLUMNS")
spark.sql("set spark.sql.cbo.enabled=true")
spark.sql(
"""
|WITH max_store_sales AS
| (SELECT max(csales) tpcds_cmax
| FROM (SELECT
| sum(b) csales
| FROM t1 WHERE a < 100 ) x),
|best_ss_customer AS
| (SELECT
| c
| FROM t2
| WHERE d > (SELECT * FROM max_store_sales))
|
|SELECT c FROM best_ss_customer
|""".stripMargin).explain("cost")
{code}
Output:
{noformat}
== Optimized Logical Plan ==
Project [c#4263L], Statistics(sizeInBytes=31.3 KiB, rowCount=2.00E+3)
+- Filter (isnotnull(d#4264L) AND (d#4264L > scalar-subquery#4262 [])),
Statistics(sizeInBytes=46.9 KiB, rowCount=2.00E+3)
: +- Aggregate [max(csales#4260L) AS tpcds_cmax#4261L]
: +- Aggregate [sum(b#4266L) AS csales#4260L]
: +- Project [b#4266L]
: +- Filter ((a#4265L < 100) AND isnotnull(a#4265L))
: +- Relation default.t1[a#4265L,b#4266L] parquet,
Statistics(sizeInBytes=23.4 KiB, rowCount=1.00E+3)
+- Relation default.t2[c#4263L,d#4264L] parquet, Statistics(sizeInBytes=46.9
KiB, rowCount=2.00E+3)
{noformat}
Another case is TPC-DS q23a.
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