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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2020/12/08 07:18:48 UTC
[GitHub] [spark] southernriver opened a new pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
southernriver opened a new pull request #30665:
URL: https://github.com/apache/spark/pull/30665
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### What changes were proposed in this pull request?
For HiveGenericUDTF , there are two initialization methods:
```
public StructObjectInspector initialize(StructObjectInspector argOIs)
throws UDFArgumentException {
List<? extends StructField> inputFields = argOIs.getAllStructFieldRefs();
ObjectInspector[] udtfInputOIs = new ObjectInspector[inputFields.size()];
for (int i = 0; i < inputFields.size(); i++) {
udtfInputOIs[i] = inputFields.get(i).getFieldObjectInspector();
}
return initialize(udtfInputOIs);
}
@Deprecated
public StructObjectInspector initialize(ObjectInspector[] argOIs)
throws UDFArgumentException {
throw new IllegalStateException("Should not be called directly");
}
```
As https://issues.apache.org/jira/browse/HIVE-5737 mentioned, hive provided StructObjectInspector for UDTFs rather than ObjectInspect[], but Spark SQL still only support deprecated function.
An exception will be reported before fix:
> Error in query: No handler for UDF/UDAF/UDTF 'FeatureParseUDTF1': java.lang.IllegalStateException: Should not be called directly
> Please make sure your function overrides public StructObjectInspector initialize(ObjectInspector[] args).; line 1 pos 7
This pr will resolve the exception.
### Why are the changes needed?
For the migration of Hive to Spark SQL,we face many UDTF functions throw exception because this issue,It’s really a great improvement for attracting users to Spark SQL.
### Does this PR introduce _any_ user-facing change?
NO
### How was this patch tested?
manual
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[GitHub] [spark] wangyum commented on pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
Posted by GitBox <gi...@apache.org>.
wangyum commented on pull request #30665:
URL: https://github.com/apache/spark/pull/30665#issuecomment-741771759
@southernriver Could you make pr against master branch?
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[GitHub] [spark] wangyum commented on pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
Posted by GitBox <gi...@apache.org>.
wangyum commented on pull request #30665:
URL: https://github.com/apache/spark/pull/30665#issuecomment-752623026
@southernriver Any update?
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[GitHub] [spark] wangyum commented on a change in pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
Posted by GitBox <gi...@apache.org>.
wangyum commented on a change in pull request #30665:
URL: https://github.com/apache/spark/pull/30665#discussion_r539310311
##########
File path: sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/SQLQuerySuite.scala
##########
@@ -2132,11 +2132,9 @@ class SQLQuerySuite extends QueryTest with SQLTestUtils with TestHiveSingleton {
|AS 'org.apache.spark.sql.hive.execution.UDTFStack2'
|USING JAR '${hiveContext.getHiveFile("SPARK-21101-1.0.jar").toURI}'
""".stripMargin)
- val e = intercept[org.apache.spark.sql.AnalysisException] {
- sql("SELECT udtf_stack2(2, 'A', 10, date '2015-01-01', 'B', 20, date '2016-01-01')")
- }
- assert(
- e.getMessage.contains("public StructObjectInspector initialize(ObjectInspector[] args)"))
+ val num =
+ sql("SELECT udtf_stack2(2, 'A', 10, date '2015-01-01', 'B', 20, date '2016-01-01')").count()
+ assert(num === 2)
Review comment:
How about?
```scala
checkAnswer(
sql("SELECT udtf_stack2(2, 'A', 10, date '2015-01-01', 'B', 20, date '2016-01-01')"),
Seq(Row("A", 10, java.sql.Date.valueOf("2015-01-01")),
Row("B", 20, java.sql.Date.valueOf("2016-01-01"))))
```
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Posted by GitBox <gi...@apache.org>.
AmplabJenkins commented on pull request #30665:
URL: https://github.com/apache/spark/pull/30665#issuecomment-740441515
Can one of the admins verify this patch?
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[GitHub] [spark] wangyum closed pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
Posted by GitBox <gi...@apache.org>.
wangyum closed pull request #30665:
URL: https://github.com/apache/spark/pull/30665
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[GitHub] [spark] southernriver commented on pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
Posted by GitBox <gi...@apache.org>.
southernriver commented on pull request #30665:
URL: https://github.com/apache/spark/pull/30665#issuecomment-742194841
@wangyum Thanks a lot, that's good catch. I'll do some fix according to your suggestion.
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[GitHub] [spark] wangyum commented on a change in pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
Posted by GitBox <gi...@apache.org>.
wangyum commented on a change in pull request #30665:
URL: https://github.com/apache/spark/pull/30665#discussion_r539308795
##########
File path: sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveSessionCatalog.scala
##########
@@ -91,8 +91,18 @@ private[sql] class HiveSessionCatalog(
isUDAFBridgeRequired = true))
udfExpr.get.dataType // Force it to check input data types.
} else if (classOf[GenericUDTF].isAssignableFrom(clazz)) {
- udfExpr = Some(HiveGenericUDTF(name, new HiveFunctionWrapper(clazz.getName), input))
- udfExpr.get.asInstanceOf[HiveGenericUDTF].elementSchema // Force it to check data types.
+ try {
+ udfExpr = Some(HiveGenericUDTF(name, new HiveFunctionWrapper(clazz.getName), input))
+ // Force it to check input data types.
+ udfExpr.get.asInstanceOf[HiveGenericUDTF].elementSchema
+ } catch {
+ case exception: Exception =>
+ logInfo(s"HiveGenericUDTF initialize(ObjectInspector[] args) is deprecated, and" +
+ s" we will suit the latest version of initialize(StructObjectInspector argOIs).")
+ udfExpr = Some(HiveGenericUDTF(name, new HiveFunctionWrapper(clazz.getName),
+ input, false))
+ udfExpr.get.asInstanceOf[HiveGenericUDTF].elementSchema
Review comment:
How about?
```scala
val funcWrapper = new HiveFunctionWrapper(clazz.getName)
try {
udfExpr = Some(HiveGenericUDTF(name, funcWrapper, input, true))
// Force it to check data types.
udfExpr.get.asInstanceOf[HiveGenericUDTF].elementSchema
} catch {
case e: IllegalStateException if e.getMessage.equals("Should not be called directly") =>
logInfo("Fallback to use the non deprecated UDTF constructor.")
udfExpr = Some(HiveGenericUDTF(name, funcWrapper, input, false))
// Force it to check data types.
udfExpr.get.asInstanceOf[HiveGenericUDTF].elementSchema
}
```
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[GitHub] [spark] sunchao commented on a change in pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
Posted by GitBox <gi...@apache.org>.
sunchao commented on a change in pull request #30665:
URL: https://github.com/apache/spark/pull/30665#discussion_r550304285
##########
File path: sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveSessionCatalog.scala
##########
@@ -91,8 +91,18 @@ private[sql] class HiveSessionCatalog(
isUDAFBridgeRequired = true))
udfExpr.get.dataType // Force it to check input data types.
} else if (classOf[GenericUDTF].isAssignableFrom(clazz)) {
- udfExpr = Some(HiveGenericUDTF(name, new HiveFunctionWrapper(clazz.getName), input))
- udfExpr.get.asInstanceOf[HiveGenericUDTF].elementSchema // Force it to check data types.
+ try {
+ udfExpr = Some(HiveGenericUDTF(name, new HiveFunctionWrapper(clazz.getName), input))
+ // Force it to check input data types.
+ udfExpr.get.asInstanceOf[HiveGenericUDTF].elementSchema
+ } catch {
+ case exception: Exception =>
Review comment:
why do we need this fallback mechanism? can we just switch to the new API without the `deprecated` flag?
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SparkQA commented on pull request #30665:
URL: https://github.com/apache/spark/pull/30665#issuecomment-741640287
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[GitHub] [spark] HyukjinKwon commented on pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on pull request #30665:
URL: https://github.com/apache/spark/pull/30665#issuecomment-741626679
cc @wangyum
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[GitHub] [spark] wangyum commented on a change in pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
Posted by GitBox <gi...@apache.org>.
wangyum commented on a change in pull request #30665:
URL: https://github.com/apache/spark/pull/30665#discussion_r539310892
##########
File path: sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/SQLQuerySuite.scala
##########
@@ -2132,11 +2132,9 @@ class SQLQuerySuite extends QueryTest with SQLTestUtils with TestHiveSingleton {
|AS 'org.apache.spark.sql.hive.execution.UDTFStack2'
|USING JAR '${hiveContext.getHiveFile("SPARK-21101-1.0.jar").toURI}'
""".stripMargin)
- val e = intercept[org.apache.spark.sql.AnalysisException] {
- sql("SELECT udtf_stack2(2, 'A', 10, date '2015-01-01', 'B', 20, date '2016-01-01')")
- }
- assert(
- e.getMessage.contains("public StructObjectInspector initialize(ObjectInspector[] args)"))
+ val num =
+ sql("SELECT udtf_stack2(2, 'A', 10, date '2015-01-01', 'B', 20, date '2016-01-01')").count()
+ assert(num === 2)
Review comment:
Could you update test name?
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[GitHub] [spark] wangyum commented on a change in pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
Posted by GitBox <gi...@apache.org>.
wangyum commented on a change in pull request #30665:
URL: https://github.com/apache/spark/pull/30665#discussion_r539309206
##########
File path: sql/hive/src/main/scala/org/apache/spark/sql/hive/hiveUDFs.scala
##########
@@ -198,7 +198,8 @@ private[hive] case class HiveGenericUDF(
private[hive] case class HiveGenericUDTF(
name: String,
funcWrapper: HiveFunctionWrapper,
- children: Seq[Expression])
+ children: Seq[Expression],
+ deprecated: Boolean = true)
Review comment:
`deprecated: Boolean = true` -> `isDeprecatedConstructor: Boolean`?
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* This patch passes all tests.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] wangyum commented on a change in pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
Posted by GitBox <gi...@apache.org>.
wangyum commented on a change in pull request #30665:
URL: https://github.com/apache/spark/pull/30665#discussion_r539309795
##########
File path: sql/hive/src/main/scala/org/apache/spark/sql/hive/hiveUDFs.scala
##########
@@ -212,7 +213,19 @@ private[hive] case class HiveGenericUDTF(
protected lazy val inputInspectors = children.map(toInspector)
@transient
- protected lazy val outputInspector = function.initialize(inputInspectors.toArray)
+ protected lazy val inpuColNames = children.map(_ => "field_name").asJava
+
+ @transient
+ protected lazy val rowOI = ObjectInspectorFactory.getStandardStructObjectInspector(
+ inpuColNames, inputInspectors.asJava)
+
+ @transient
+ protected lazy val outputInspector =
+ if (deprecated) {
+ function.initialize(inputInspectors.toArray)
+ } else {
+ function.initialize(rowOI)
+ }
Review comment:
How about?
```scala
protected lazy val outputInspector = {
if (isDeprecatedConstructor) {
function.initialize(inputInspectors.toArray)
} else {
val rowOI = ObjectInspectorFactory.getStandardStructObjectInspector(
children.zipWithIndex.map(e => s"_col${e._2}").asJava, inputInspectors.asJava)
function.initialize(rowOI)
}
}
```
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SparkQA commented on pull request #30665:
URL: https://github.com/apache/spark/pull/30665#issuecomment-741648424
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[GitHub] [spark] wangyum commented on pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
Posted by GitBox <gi...@apache.org>.
wangyum commented on pull request #30665:
URL: https://github.com/apache/spark/pull/30665#issuecomment-753251029
@southernriver is busy these days. Let's close this.
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[GitHub] [spark] AmplabJenkins removed a comment on pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
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AmplabJenkins removed a comment on pull request #30665:
URL: https://github.com/apache/spark/pull/30665#issuecomment-740441515
Can one of the admins verify this patch?
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[GitHub] [spark] HyukjinKwon commented on pull request #30665: [SPARK-33704][SQL] Support latest version of initialize() in HiveGenericUDTF
Posted by GitBox <gi...@apache.org>.
HyukjinKwon commented on pull request #30665:
URL: https://github.com/apache/spark/pull/30665#issuecomment-741626835
ok to test
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