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Filtered out non-existent blocks before creating BlockRDD
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149 changes: 149 additions & 0 deletions
149
streaming/src/test/scala/org/apache/spark/streaming/ReceiverInputDStreamSuite.scala
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/* | ||
* 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. | ||
*/ | ||
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package org.apache.spark.streaming | ||
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import scala.util.Random | ||
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import org.scalatest.BeforeAndAfterAll | ||
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import org.apache.spark.rdd.BlockRDD | ||
import org.apache.spark.storage.{StorageLevel, StreamBlockId} | ||
import org.apache.spark.streaming.dstream.ReceiverInputDStream | ||
import org.apache.spark.streaming.rdd.WriteAheadLogBackedBlockRDD | ||
import org.apache.spark.streaming.receiver.{BlockManagerBasedStoreResult, Receiver, WriteAheadLogBasedStoreResult} | ||
import org.apache.spark.streaming.scheduler.ReceivedBlockInfo | ||
import org.apache.spark.streaming.util.{WriteAheadLogRecordHandle, WriteAheadLogUtils} | ||
import org.apache.spark.{SparkConf, SparkEnv} | ||
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class ReceiverInputDStreamSuite extends TestSuiteBase with BeforeAndAfterAll { | ||
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override def afterAll(): Unit = { | ||
StreamingContext.getActive().map { _.stop() } | ||
} | ||
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testWithoutWAL("createBlockRDD creates empty BlockRDD when no block info") { receiverStream => | ||
val rdd = receiverStream.createBlockRDD(Time(0), Seq.empty) | ||
assert(rdd.isInstanceOf[BlockRDD[_]]) | ||
assert(rdd.isEmpty()) | ||
} | ||
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testWithoutWAL("createBlockRDD creates correct BlockRDD with block info") { receiverStream => | ||
val blockInfos = Seq.fill(5) { createBlockInfo(withWALInfo = false) } | ||
val blockIds = blockInfos.map(_.blockId) | ||
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// Verify that there are some blocks that are present, and some that are not | ||
require(blockIds.forall(blockId => SparkEnv.get.blockManager.master.contains(blockId))) | ||
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val rdd = receiverStream.createBlockRDD(Time(0), blockInfos) | ||
assert(rdd.isInstanceOf[BlockRDD[_]]) | ||
val blockRDD = rdd.asInstanceOf[BlockRDD[_]] | ||
assert(blockRDD.blockIds.toSeq === blockIds) | ||
} | ||
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testWithoutWAL("createBlockRDD filters non-existent blocks before creating BlockRDD") { | ||
receiverStream => | ||
val presentBlockInfos = Seq.fill(2)(createBlockInfo(withWALInfo = false, createBlock = true)) | ||
val absentBlockInfos = Seq.fill(3)(createBlockInfo(withWALInfo = false, createBlock = false)) | ||
val blockInfos = presentBlockInfos ++ absentBlockInfos | ||
val blockIds = blockInfos.map(_.blockId) | ||
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// Verify that there are some blocks that are present, and some that are not | ||
require(blockIds.exists(blockId => SparkEnv.get.blockManager.master.contains(blockId))) | ||
require(blockIds.exists(blockId => !SparkEnv.get.blockManager.master.contains(blockId))) | ||
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val rdd = receiverStream.createBlockRDD(Time(0), blockInfos) | ||
assert(rdd.isInstanceOf[BlockRDD[_]]) | ||
val blockRDD = rdd.asInstanceOf[BlockRDD[_]] | ||
assert(blockRDD.blockIds.toSeq === presentBlockInfos.map { _.blockId}) | ||
} | ||
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testWithWAL("createBlockRDD creates empty WALBackedBlockRDD when no block info") { | ||
receiverStream => | ||
val rdd = receiverStream.createBlockRDD(Time(0), Seq.empty) | ||
assert(rdd.isInstanceOf[WriteAheadLogBackedBlockRDD[_]]) | ||
assert(rdd.isEmpty()) | ||
} | ||
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testWithWAL( | ||
"createBlockRDD creates correct WALBackedBlockRDD with all block info having WAL info") { | ||
receiverStream => | ||
val blockInfos = Seq.fill(5) { createBlockInfo(withWALInfo = true) } | ||
val blockIds = blockInfos.map(_.blockId) | ||
val rdd = receiverStream.createBlockRDD(Time(0), blockInfos) | ||
assert(rdd.isInstanceOf[WriteAheadLogBackedBlockRDD[_]]) | ||
val blockRDD = rdd.asInstanceOf[WriteAheadLogBackedBlockRDD[_]] | ||
assert(blockRDD.blockIds.toSeq === blockIds) | ||
assert(blockRDD.walRecordHandles.toSeq === blockInfos.map { _.walRecordHandleOption.get }) | ||
} | ||
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testWithWAL("createBlockRDD creates BlockRDD when some block info dont have WAL info") { | ||
receiverStream => | ||
val blockInfos1 = Seq.fill(2) { createBlockInfo(withWALInfo = true) } | ||
val blockInfos2 = Seq.fill(3) { createBlockInfo(withWALInfo = false) } | ||
val blockInfos = blockInfos1 ++ blockInfos2 | ||
val blockIds = blockInfos.map(_.blockId) | ||
val rdd = receiverStream.createBlockRDD(Time(0), blockInfos) | ||
assert(rdd.isInstanceOf[BlockRDD[_]]) | ||
val blockRDD = rdd.asInstanceOf[BlockRDD[_]] | ||
assert(blockRDD.blockIds.toSeq === blockIds) | ||
} | ||
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private def testWithoutWAL(msg: String)(body: ReceiverInputDStream[_] => Unit): Unit = { | ||
test(s"Without WAL enabled: $msg") { | ||
runTest(enableWAL = false, body) | ||
} | ||
} | ||
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private def testWithWAL(msg: String)(body: ReceiverInputDStream[_] => Unit):Unit = { | ||
test(s"With WAL enabled: $msg") { | ||
runTest(enableWAL = true, body) | ||
} | ||
} | ||
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private def runTest(enableWAL: Boolean, body: ReceiverInputDStream[_] => Unit): Unit = { | ||
val conf = new SparkConf() | ||
conf.setMaster("local[4]").setAppName("ReceiverInputDStreamSuite") | ||
conf.set(WriteAheadLogUtils.RECEIVER_WAL_ENABLE_CONF_KEY, enableWAL.toString) | ||
require(WriteAheadLogUtils.enableReceiverLog(conf) === enableWAL) | ||
val ssc = new StreamingContext(conf, Seconds(1)) | ||
val receiverStream = new ReceiverInputDStream[Int](ssc) { | ||
override def getReceiver(): Receiver[Int] = null | ||
} | ||
withStreamingContext(ssc) { ssc => | ||
body(receiverStream) | ||
} | ||
} | ||
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private def createBlockInfo( | ||
withWALInfo: Boolean, | ||
createBlock: Boolean = true): ReceivedBlockInfo = { | ||
val blockId = new StreamBlockId(0, Random.nextLong()) | ||
if (createBlock) { | ||
SparkEnv.get.blockManager.putSingle(blockId, 1, StorageLevel.MEMORY_ONLY, tellMaster = true) | ||
require(SparkEnv.get.blockManager.master.contains(blockId)) | ||
} | ||
val storeResult = if (withWALInfo) { | ||
new WriteAheadLogBasedStoreResult(blockId, None, new WriteAheadLogRecordHandle { }) | ||
} else { | ||
new BlockManagerBasedStoreResult(blockId, None) | ||
} | ||
new ReceivedBlockInfo(0, None, None, storeResult) | ||
} | ||
} |