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[SPARK-22215][SQL] Add configuration to set the threshold for generated class #19447

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[SPARK-22215][SQL] Add configuration to set the threshold for generated class #19447

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[SPARK-22215][SQL] Add configuration to set the threshold for generat…
mgaido91 Oct 6, 2017
ed8aaea
use SQLConf instead of SparkEnv
mgaido91 Oct 6, 2017
4c68de6
add internal and check
mgaido91 Oct 6, 2017
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6 changes: 3 additions & 3 deletions ...lyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/codegen/CodeGenerator.scala
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Expand Up @@ -279,11 +279,11 @@ class CodegenContext {
inlineToOuterClass: Boolean = false): String = {
// The number of named constants that can exist in the class is limited by the Constant Pool
// limit, 65,536. We cannot know how many constants will be inserted for a class, so we use a
// threshold of 1600k bytes to determine when a function should be inlined to a private, nested
// sub-class.
// threshold to determine when a function should be inlined to a private, nested sub-class
val generatedClassLengthThreshold = SQLConf.get.generatedClassLengthThreshold
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@kiszk kiszk Oct 9, 2017

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Good to know this discussion

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@mgaido91 mgaido91 Oct 9, 2017

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thanks for the interesting link. I assume using SparkEnv has the same problem, hasn't it?

val (className, classInstance) = if (inlineToOuterClass) {
outerClassName -> ""
} else if (currClassSize > 1600000) {
} else if (currClassSize > generatedClassLengthThreshold) {
val className = freshName("NestedClass")
val classInstance = freshName("nestedClassInstance")

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14 changes: 14 additions & 0 deletions sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala
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Expand Up @@ -934,6 +934,18 @@ object SQLConf {
.intConf
.createWithDefault(10000)

val GENERATED_CLASS_LENGTH_THRESHOLD =
buildConf("spark.sql.codegen.generatedClass.size.threshold")
.internal()
.doc("Threshold in bytes for the size of a generated class. If the generated class " +
"size is higher of this value, a private nested class is created and used." +
"This is useful to limit the number of named constants in the class " +
"and therefore its Constant Pool. The default is 1600k.")
.intConf
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@dongjoon-hyun dongjoon-hyun Oct 6, 2017

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Please add .checkValue here with a valid minimum and maximum.

.checkValue(bytes => bytes > 0, "The maximum size of a generated class " +
"in bytes must be a positive number.")
.createWithDefault(1600000)

object Deprecated {
val MAPRED_REDUCE_TASKS = "mapred.reduce.tasks"
}
Expand Down Expand Up @@ -1214,6 +1226,8 @@ class SQLConf extends Serializable with Logging {

def arrowMaxRecordsPerBatch: Int = getConf(ARROW_EXECUTION_MAX_RECORDS_PER_BATCH)

def generatedClassLengthThreshold: Int = getConf(GENERATED_CLASS_LENGTH_THRESHOLD)

/** ********************** SQLConf functionality methods ************ */

/** Set Spark SQL configuration properties. */
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