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Original file line number Diff line number Diff line change
@@ -0,0 +1,111 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

package org.apache.spark.sql.execution.streaming.sources

import org.apache.spark.sql.{Encoder, ForeachWriter, SparkSession}
import org.apache.spark.sql.catalyst.InternalRow
import org.apache.spark.sql.catalyst.encoders.{encoderFor, ExpressionEncoder}
import org.apache.spark.sql.sources.v2.{DataSourceOptions, StreamWriteSupport}
import org.apache.spark.sql.sources.v2.writer.{DataWriter, DataWriterFactory, SupportsWriteInternalRow, WriterCommitMessage}
import org.apache.spark.sql.sources.v2.writer.streaming.StreamWriter
import org.apache.spark.sql.streaming.OutputMode
import org.apache.spark.sql.types.StructType

/**
* A [[org.apache.spark.sql.sources.v2.DataSourceV2]] for forwarding data into the specified
* [[ForeachWriter]].
*
* @param writer The [[ForeachWriter]] to process all data.
* @tparam T The expected type of the sink.
*/
case class ForeachWriterProvider[T: Encoder](writer: ForeachWriter[T]) extends StreamWriteSupport {
override def createStreamWriter(
queryId: String,
schema: StructType,
mode: OutputMode,
options: DataSourceOptions): StreamWriter = {
new StreamWriter with SupportsWriteInternalRow {
override def commit(epochId: Long, messages: Array[WriterCommitMessage]): Unit = {}
override def abort(epochId: Long, messages: Array[WriterCommitMessage]): Unit = {}

override def createInternalRowWriterFactory(): DataWriterFactory[InternalRow] = {
val encoder = encoderFor[T].resolveAndBind(
schema.toAttributes,
SparkSession.getActiveSession.get.sessionState.analyzer)
ForeachWriterFactory(writer, encoder)
}

override def toString: String = "ForeachSink"
}
}
}

case class ForeachWriterFactory[T: Encoder](
writer: ForeachWriter[T],
encoder: ExpressionEncoder[T])
extends DataWriterFactory[InternalRow] {
override def createDataWriter(
partitionId: Int,
attemptNumber: Int,
epochId: Long): ForeachDataWriter[T] = {
new ForeachDataWriter(writer, encoder, partitionId, epochId)
}
}

/**
* A [[DataWriter]] which writes data in this partition to a [[ForeachWriter]].
* @param writer The [[ForeachWriter]] to process all data.
* @param encoder An encoder which can convert [[InternalRow]] to the required type [[T]]
* @param partitionId
* @param epochId
* @tparam T The type expected by the writer.
*/
class ForeachDataWriter[T : Encoder](
writer: ForeachWriter[T],
encoder: ExpressionEncoder[T],
partitionId: Int,
epochId: Long)
extends DataWriter[InternalRow] {

// If open returns false, we should skip writing rows.
private val opened = writer.open(partitionId, epochId)

override def write(record: InternalRow): Unit = {
if (!opened) return

try {
writer.process(encoder.fromRow(record))
} catch {
case t: Throwable =>
writer.close(t)
throw t
}
}

override def commit(): WriterCommitMessage = {
writer.close(null)
ForeachWriterCommitMessage
}

override def abort(): Unit = {}
}

/**
* An empty [[WriterCommitMessage]]. [[ForeachWriter]] implementations have no global coordination.
*/
case object ForeachWriterCommitMessage extends WriterCommitMessage
Original file line number Diff line number Diff line change
Expand Up @@ -28,7 +28,7 @@ import org.apache.spark.sql.execution.command.DDLUtils
import org.apache.spark.sql.execution.datasources.DataSource
import org.apache.spark.sql.execution.streaming._
import org.apache.spark.sql.execution.streaming.continuous.ContinuousTrigger
import org.apache.spark.sql.execution.streaming.sources.{MemoryPlanV2, MemorySinkV2}
import org.apache.spark.sql.execution.streaming.sources.{ForeachWriterProvider, MemoryPlanV2, MemorySinkV2}
import org.apache.spark.sql.sources.v2.StreamWriteSupport

/**
Expand Down Expand Up @@ -269,7 +269,7 @@ final class DataStreamWriter[T] private[sql](ds: Dataset[T]) {
query
} else if (source == "foreach") {
assertNotPartitioned("foreach")
val sink = new ForeachSink[T](foreachWriter)(ds.exprEnc)
val sink = new ForeachWriterProvider[T](foreachWriter)(ds.exprEnc)
df.sparkSession.sessionState.streamingQueryManager.startQuery(
extraOptions.get("queryName"),
extraOptions.get("checkpointLocation"),
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -131,7 +131,7 @@ class ForeachSinkSuite extends StreamTest with SharedSQLContext with BeforeAndAf
.foreach(new TestForeachWriter() {
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Maybe rename this to ForeachWriterSuite?

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And move this to streaming.sources package similar ConsoleWriterSuite

override def process(value: Int): Unit = {
super.process(value)
throw new RuntimeException("error")
throw new RuntimeException("ForeachSinkSuite error")
}
}).start()
input.addData(1, 2, 3, 4)
Expand All @@ -141,7 +141,7 @@ class ForeachSinkSuite extends StreamTest with SharedSQLContext with BeforeAndAf
query.processAllAvailable()
}
assert(e.getCause.isInstanceOf[SparkException])
assert(e.getCause.getCause.getMessage === "error")
assert(e.getCause.getCause.getCause.getMessage === "ForeachSinkSuite error")
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@tdas tdas Apr 2, 2018

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why 3 levels? Can you paste the levels here in the PR comments?

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[info] org.apache.spark.sql.streaming.StreamingQueryException: Query [id = c80c8860-d4f5-47c6-9a2b-33b5172e1735, runId = 81acd408-9028-41ee-9349-866ae2d67615] terminated with exception: Writing job aborted.
[info] at org.apache.spark.sql.execution.streaming.StreamExecution.org$apache$spark$sql$execution$streaming$StreamExecution$$runStream(StreamExecution.scala:295)

[info] Cause: org.apache.spark.SparkException: Writing job aborted.
[info] at org.apache.spark.sql.execution.datasources.v2.WriteToDataSourceV2Exec.doExecute(WriteToDataSourceV2.scala:117)

[info] Cause: org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 1.0 failed 1 times, most recent failure: Lost task 0.0 in stage 1.0 (TID 1, localhost, executor driver): java.lang.RuntimeException: ForeachSinkSuite error
[info] at org.apache.spark.sql.execution.streaming.sources.ForeachWriterSuite$$anonfun$5$$anonfun$apply$mcV$sp$4$$anon$1.process(ForeachWriterSuite.scala:135)

[info] Cause: java.lang.RuntimeException: ForeachSinkSuite error
[info] at org.apache.spark.sql.execution.streaming.sources.ForeachWriterSuite$$anonfun$5$$anonfun$apply$mcV$sp$4$$anon$1.process(ForeachWriterSuite.scala:135)

assert(query.isActive === false)

val allEvents = ForeachSinkSuite.allEvents()
Expand All @@ -152,7 +152,7 @@ class ForeachSinkSuite extends StreamTest with SharedSQLContext with BeforeAndAf
// `close` should be called with the error
val errorEvent = allEvents(0)(2).asInstanceOf[ForeachSinkSuite.Close]
assert(errorEvent.error.get.isInstanceOf[RuntimeException])
assert(errorEvent.error.get.getMessage === "error")
assert(errorEvent.error.get.getMessage === "ForeachSinkSuite error")
}
}

Expand Down