2356cdd420
### What changes were proposed in this pull request? LikeSimplification should handle NULL. UT will failed before this pr ``` test("SPARK-34814: LikeSimplification should handle NULL") { withSQLConf(SQLConf.OPTIMIZER_EXCLUDED_RULES.key -> ConstantFolding.getClass.getName.stripSuffix("$")) { checkEvaluation(Literal.create("foo", StringType) .likeAll("%foo%", Literal.create(null, StringType)), null) } } [info] - test *** FAILED *** (2 seconds, 443 milliseconds) [info] java.lang.NullPointerException: [info] at org.apache.spark.sql.catalyst.optimizer.LikeSimplification$.$anonfun$simplifyMultiLike$1(expressions.scala:697) [info] at scala.collection.TraversableLike.$anonfun$map$1(TraversableLike.scala:238) [info] at scala.collection.mutable.ResizableArray.foreach(ResizableArray.scala:62) [info] at scala.collection.mutable.ResizableArray.foreach$(ResizableArray.scala:55) [info] at scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:49) [info] at scala.collection.TraversableLike.map(TraversableLike.scala:238) [info] at scala.collection.TraversableLike.map$(TraversableLike.scala:231) [info] at scala.collection.AbstractTraversable.map(Traversable.scala:108) [info] at org.apache.spark.sql.catalyst.optimizer.LikeSimplification$.org$apache$spark$sql$catalyst$optimizer$LikeSimplification$$simplifyMultiLike(expressions.scala:697) [info] at org.apache.spark.sql.catalyst.optimizer.LikeSimplification$$anonfun$apply$9.applyOrElse(expressions.scala:722) [info] at org.apache.spark.sql.catalyst.optimizer.LikeSimplification$$anonfun$apply$9.applyOrElse(expressions.scala:714) [info] at org.apache.spark.sql.catalyst.trees.TreeNode.$anonfun$transformDown$1(TreeNode.scala:316) [info] at org.apache.spark.sql.catalyst.trees.CurrentOrigin$.withOrigin(TreeNode.scala:72) [info] at org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:316) [info] at org.apache.spark.sql.catalyst.trees.TreeNode.$anonfun$transformDown$3(TreeNode.scala:321) [info] at org.apache.spark.sql.catalyst.trees.TreeNode.$anonfun$mapChildren$1(TreeNode.scala:406) [info] at org.apache.spark.sql.catalyst.trees.TreeNode.mapProductIterator(TreeNode.scala:242) [info] at org.apache.spark.sql.catalyst.trees.TreeNode.mapChildren(TreeNode.scala:404) [info] at org.apache.spark.sql.catalyst.trees.TreeNode.mapChildren(TreeNode.scala:357) [info] at org.apache.spark.sql.catalyst.trees.TreeNode.transformDown(TreeNode.scala:321) [info] at org.apache.spark.sql.catalyst.plans.QueryPlan.$anonfun$transformExpressionsDown$1(QueryPlan.scala:94) [info] at org.apache.spark.sql.catalyst.plans.QueryPlan.$anonfun$mapExpressions$1(QueryPlan.scala:116) [info] at org.apache.spark.sql.catalyst.trees.CurrentOrigin$.withOrigin(TreeNode.scala:72) ``` ### Why are the changes needed? Fix bug ### Does this PR introduce _any_ user-facing change? No ### How was this patch tested? Added UT Closes #31976 from AngersZhuuuu/SPARK-34814. Authored-by: Angerszhuuuu <angers.zhu@gmail.com> Signed-off-by: HyukjinKwon <gurwls223@apache.org> |
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.. | ||
catalyst | ||
core | ||
hive | ||
hive-thriftserver | ||
create-docs.sh | ||
gen-sql-api-docs.py | ||
gen-sql-config-docs.py | ||
gen-sql-functions-docs.py | ||
mkdocs.yml | ||
README.md |
Spark SQL
This module provides support for executing relational queries expressed in either SQL or the DataFrame/Dataset API.
Spark SQL is broken up into four subprojects:
- Catalyst (sql/catalyst) - An implementation-agnostic framework for manipulating trees of relational operators and expressions.
- Execution (sql/core) - A query planner / execution engine for translating Catalyst's logical query plans into Spark RDDs. This component also includes a new public interface, SQLContext, that allows users to execute SQL or LINQ statements against existing RDDs and Parquet files.
- Hive Support (sql/hive) - Includes extensions that allow users to write queries using a subset of HiveQL and access data from a Hive Metastore using Hive SerDes. There are also wrappers that allow users to run queries that include Hive UDFs, UDAFs, and UDTFs.
- HiveServer and CLI support (sql/hive-thriftserver) - Includes support for the SQL CLI (bin/spark-sql) and a HiveServer2 (for JDBC/ODBC) compatible server.
Running ./sql/create-docs.sh
generates SQL documentation for built-in functions under sql/site
, and SQL configuration documentation that gets included as part of configuration.md
in the main docs
directory.