51zero / 51zero/eel-sdk

Structs as values in maps not being properly read from Parquet files

Open
#372 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
Scala
Stars
147
Forks
32
PR merge metrics
No merged PRs in 30d

Description

Given the following example structure

val childStructType = StructType(
Field("childFoo", StringType),
Field("childBar", ArrayType(StringType), nullable = true)
)
val parentStructType = StructType(
Field("foo", StringType),
Field("children", MapType(StringType, childStructType))
)

persisting a row to a Parquet file works fine but reading the content returns null values in the child structure fields. The following is a full class to reproduce the issue:

import io.eels.component.parquet.{ParquetSink, ParquetSource}
import io.eels.datastream.DataStream
import io.eels.schema._
import org.apache.hadoop.conf.Configuration
import org.apache.hadoop.fs.{FileSystem, Path}

object EelBugReproductionTest extends App {

private implicit val conf = new Configuration()
private implicit val fs = FileSystem.get(new Configuration())

case class Child(foo: String, bar: Array[String]) {
override def toString: String = {
s"$foo :: ${bar.mkString(",")}"
}
}
case class Parent(foo: String, children: Map[String, Child]) {
override def toString: String = {
s"$foo :: ${children.mkString(" >> ")}"
}
}

val childStructType = StructType(
Field("foo", StringType),
Field("bar", ArrayType(StringType))
)
val parentStructType = StructType(
Field("foo", StringType),
Field("children", MapType(StringType, childStructType))
)

def toSeq(c: Child): Seq[Any] = Seq(c.foo, c.bar)

def toDataStream(p: Parent) = {
val values = Seq(p.foo, p.children.mapValues(toSeq))
DataStream.fromValues(parentStructType, Seq(values))
}

def write(p: Parent, path: Path): Unit = {
if (fs.exists(path)) fs.delete(path, false)
toDataStream(p).to(ParquetSink(path))
}

def toChild(values: Seq[Any]): Child = {
val foo = values(0).asInstanceOf[String]
val bar = values(1).asInstanceOf[Vector[String]].toArray
Child(foo, bar)
}

def readParent(path: Path): Parent = {
val ps = ParquetSource(path)
val row = ps.toDataStream.head
val foo = row.values(0).asInstanceOf[String]
val children = row.values(1).asInstanceOf[Map[String, Seq[Any]]].mapValues(toChild)
Parent(foo, children)
}

val path = new Path("test.pq")
if (fs.exists(path)) fs.delete(path, false)

val child1 = Child("foo1", Array("bar11", "bar12"))
val child2 = Child("foo2", Array("bar21", "bar22"))
val parent = Parent("foo1", Map("child1" -> child1, "child2" -> child2))

write(parent, path)
println(readParent(path))

}

I have managed to fix the issue locally by amending RowReadSupport.scala as per the following diff:

diff --git a/eel-core/src/main/scala/io/eels/component/parquet/RowReadSupport.scala b/eel-core/src/main/scala/io/eels/component/parquet/RowReadSupport.scala
index 7ec2501e..ebdb32a3 100644
--- a/eel-core/src/main/scala/io/eels/component/parquet/RowReadSupport.scala
+++ b/eel-core/src/main/scala/io/eels/component/parquet/RowReadSupport.scala
@@ -132,11 +132,13 @@ class MapConverter(index: Int,

private val keys = new VectorBuilder()
private val values = new VectorBuilder()
+ private val keysConverter = Converter(mapType.keyType, false, -1, keys)
+ private val valuesConverter = Converter(mapType.valueType, false, -1, values)

override def getConverter(fieldIndex: Int): Converter = new GroupConverter {
override def getConverter(fieldIndex: Int): Converter = fieldIndex match {
- case 0 => Converter(mapType.keyType, false, -1, keys)
- case 1 => Converter(mapType.valueType, false, -1, values)
+ case 0 => keysConverter
+ case 1 => valuesConverter
}
override def start(): Unit = ()
override def end(): Unit = () // a no-op as each nested group only contains a single element and we want to handle the finished list
~

I'd appreciate if you could take a look both at the issue and my amendment and merge it if it makes sense to you. Thanks

Regards,
Iñaki

Contributor guide

No contributing guide indexed for this repository

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.