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[SPARK-11639][STREAMING][FLAKY-TEST] Implement BlockingWriteAheadLog for testing the BatchedWriteAheadLog #9605
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| Original file line number | Diff line number | Diff line change |
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@@ -18,15 +18,14 @@ package org.apache.spark.streaming.util | |
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| import java.io._ | ||
| import java.nio.ByteBuffer | ||
| import java.util.concurrent.{ExecutionException, ThreadPoolExecutor} | ||
| import java.util.concurrent.atomic.AtomicInteger | ||
| import java.util.{Iterator => JIterator} | ||
| import java.util.concurrent.ThreadPoolExecutor | ||
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| import scala.collection.JavaConverters._ | ||
| import scala.collection.mutable.ArrayBuffer | ||
| import scala.concurrent._ | ||
| import scala.concurrent.duration._ | ||
| import scala.language.{implicitConversions, postfixOps} | ||
| import scala.util.{Failure, Success} | ||
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| import org.apache.hadoop.conf.Configuration | ||
| import org.apache.hadoop.fs.Path | ||
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@@ -37,12 +36,12 @@ import org.mockito.invocation.InvocationOnMock | |
| import org.mockito.stubbing.Answer | ||
| import org.scalatest.concurrent.Eventually | ||
| import org.scalatest.concurrent.Eventually._ | ||
| import org.scalatest.{BeforeAndAfterEach, BeforeAndAfter} | ||
| import org.scalatest.{PrivateMethodTester, BeforeAndAfterEach, BeforeAndAfter} | ||
| import org.scalatest.mock.MockitoSugar | ||
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| import org.apache.spark.streaming.scheduler._ | ||
| import org.apache.spark.util.{ThreadUtils, ManualClock, Utils} | ||
| import org.apache.spark.{SparkException, SparkConf, SparkFunSuite} | ||
| import org.apache.spark.{SparkConf, SparkFunSuite} | ||
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| /** Common tests for WriteAheadLogs that we would like to test with different configurations. */ | ||
| abstract class CommonWriteAheadLogTests( | ||
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@@ -315,7 +314,11 @@ class FileBasedWriteAheadLogWithFileCloseAfterWriteSuite | |
| class BatchedWriteAheadLogSuite extends CommonWriteAheadLogTests( | ||
| allowBatching = true, | ||
| closeFileAfterWrite = false, | ||
| "BatchedWriteAheadLog") with MockitoSugar with BeforeAndAfterEach with Eventually { | ||
| "BatchedWriteAheadLog") | ||
| with MockitoSugar | ||
| with BeforeAndAfterEach | ||
| with Eventually | ||
| with PrivateMethodTester { | ||
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| import BatchedWriteAheadLog._ | ||
| import WriteAheadLogSuite._ | ||
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@@ -326,6 +329,8 @@ class BatchedWriteAheadLogSuite extends CommonWriteAheadLogTests( | |
| private var walBatchingExecutionContext: ExecutionContextExecutorService = _ | ||
| private val sparkConf = new SparkConf() | ||
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| private val queueLength = PrivateMethod[Int]('getQueueLength) | ||
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| override def beforeEach(): Unit = { | ||
| wal = mock[WriteAheadLog] | ||
| walHandle = mock[WriteAheadLogRecordHandle] | ||
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@@ -366,7 +371,7 @@ class BatchedWriteAheadLogSuite extends CommonWriteAheadLogTests( | |
| } | ||
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| // we make the write requests in separate threads so that we don't block the test thread | ||
| private def promiseWriteEvent(wal: WriteAheadLog, event: String, time: Long): Promise[Unit] = { | ||
| private def writeAsync(wal: WriteAheadLog, event: String, time: Long): Promise[Unit] = { | ||
| val p = Promise[Unit]() | ||
| p.completeWith(Future { | ||
| val v = wal.write(event, time) | ||
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@@ -375,28 +380,9 @@ class BatchedWriteAheadLogSuite extends CommonWriteAheadLogTests( | |
| p | ||
| } | ||
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| /** | ||
| * In order to block the writes on the writer thread, we mock the write method, and block it | ||
| * for some time with a promise. | ||
| */ | ||
| private def writeBlockingPromise(wal: WriteAheadLog): Promise[Any] = { | ||
| // we would like to block the write so that we can queue requests | ||
| val promise = Promise[Any]() | ||
| when(wal.write(any[ByteBuffer], any[Long])).thenAnswer( | ||
| new Answer[WriteAheadLogRecordHandle] { | ||
| override def answer(invocation: InvocationOnMock): WriteAheadLogRecordHandle = { | ||
| Await.ready(promise.future, 4.seconds) | ||
| walHandle | ||
| } | ||
| } | ||
| ) | ||
| promise | ||
| } | ||
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| test("BatchedWriteAheadLog - name log with aggregated entries with the timestamp of last entry") { | ||
| val batchedWal = new BatchedWriteAheadLog(wal, sparkConf) | ||
| // block the write so that we can batch some records | ||
| val promise = writeBlockingPromise(wal) | ||
| val blockingWal = new BlockingWriteAheadLog(wal, walHandle) | ||
| val batchedWal = new BatchedWriteAheadLog(blockingWal, sparkConf) | ||
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| val event1 = "hello" | ||
| val event2 = "world" | ||
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@@ -406,21 +392,27 @@ class BatchedWriteAheadLogSuite extends CommonWriteAheadLogTests( | |
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| // The queue.take() immediately takes the 3, and there is nothing left in the queue at that | ||
| // moment. Then the promise blocks the writing of 3. The rest get queued. | ||
| promiseWriteEvent(batchedWal, event1, 3L) | ||
| // rest of the records will be batched while it takes 3 to get written | ||
| promiseWriteEvent(batchedWal, event2, 5L) | ||
| promiseWriteEvent(batchedWal, event3, 8L) | ||
| promiseWriteEvent(batchedWal, event4, 12L) | ||
| promiseWriteEvent(batchedWal, event5, 10L) | ||
| writeAsync(batchedWal, event1, 3L) | ||
| eventually(timeout(1 second)) { | ||
| assert(blockingWal.isBlocked) | ||
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Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Can you also add checks that the batchedWALs internal queue lengths? Here is should be 0, and in line 399 it will be 5.
Contributor
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. Add |
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| assert(batchedWal.invokePrivate(queueLength()) === 0) | ||
| } | ||
| // rest of the records will be batched while it takes time for 3 to get written | ||
| writeAsync(batchedWal, event2, 5L) | ||
| writeAsync(batchedWal, event3, 8L) | ||
| writeAsync(batchedWal, event4, 12L) | ||
| writeAsync(batchedWal, event5, 10L) | ||
| eventually(timeout(1 second)) { | ||
| assert(walBatchingThreadPool.getActiveCount === 5) | ||
| assert(batchedWal.invokePrivate(queueLength()) === 4) | ||
| } | ||
| promise.success(true) | ||
| blockingWal.allowWrite() | ||
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| val buffer1 = wrapArrayArrayByte(Array(event1)) | ||
| val buffer2 = wrapArrayArrayByte(Array(event2, event3, event4, event5)) | ||
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| eventually(timeout(1 second)) { | ||
| assert(batchedWal.invokePrivate(queueLength()) === 0) | ||
| verify(wal, times(1)).write(meq(buffer1), meq(3L)) | ||
| // the file name should be the timestamp of the last record, as events should be naturally | ||
| // in order of timestamp, and we need the last element. | ||
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@@ -437,27 +429,32 @@ class BatchedWriteAheadLogSuite extends CommonWriteAheadLogTests( | |
| } | ||
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| test("BatchedWriteAheadLog - fail everything in queue during shutdown") { | ||
| val batchedWal = new BatchedWriteAheadLog(wal, sparkConf) | ||
| val blockingWal = new BlockingWriteAheadLog(wal, walHandle) | ||
| val batchedWal = new BatchedWriteAheadLog(blockingWal, sparkConf) | ||
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| // block the write so that we can batch some records | ||
| writeBlockingPromise(wal) | ||
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| val event1 = ("hello", 3L) | ||
| val event2 = ("world", 5L) | ||
| val event3 = ("this", 8L) | ||
| val event4 = ("is", 9L) | ||
| val event5 = ("doge", 10L) | ||
| val event1 = "hello" | ||
| val event2 = "world" | ||
| val event3 = "this" | ||
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| // The queue.take() immediately takes the 3, and there is nothing left in the queue at that | ||
| // moment. Then the promise blocks the writing of 3. The rest get queued. | ||
| val writePromises = Seq(event1, event2, event3, event4, event5).map { event => | ||
| promiseWriteEvent(batchedWal, event._1, event._2) | ||
| val promise1 = writeAsync(batchedWal, event1, 3L) | ||
| eventually(timeout(1 second)) { | ||
| assert(blockingWal.isBlocked) | ||
| assert(batchedWal.invokePrivate(queueLength()) === 0) | ||
| } | ||
| // rest of the records will be batched while it takes time for 3 to get written | ||
| val promise2 = writeAsync(batchedWal, event2, 5L) | ||
| val promise3 = writeAsync(batchedWal, event3, 8L) | ||
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| eventually(timeout(1 second)) { | ||
| assert(walBatchingThreadPool.getActiveCount === 5) | ||
| assert(walBatchingThreadPool.getActiveCount === 3) | ||
| assert(blockingWal.isBlocked) | ||
| assert(batchedWal.invokePrivate(queueLength()) === 2) // event1 is being written | ||
| } | ||
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| val writePromises = Seq(promise1, promise2, promise3) | ||
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| batchedWal.close() | ||
| eventually(timeout(1 second)) { | ||
| assert(writePromises.forall(_.isCompleted)) | ||
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@@ -641,4 +638,37 @@ object WriteAheadLogSuite { | |
| def wrapArrayArrayByte[T](records: Array[T]): ByteBuffer = { | ||
| ByteBuffer.wrap(Utils.serialize[Array[Array[Byte]]](records.map(Utils.serialize[T]))) | ||
| } | ||
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| /** | ||
| * A wrapper WriteAheadLog that blocks the write function to allow batching with the | ||
| * BatchedWriteAheadLog. | ||
| */ | ||
| class BlockingWriteAheadLog( | ||
| wal: WriteAheadLog, | ||
| handle: WriteAheadLogRecordHandle) extends WriteAheadLog { | ||
| @volatile private var isWriteCalled: Boolean = false | ||
| @volatile private var blockWrite: Boolean = true | ||
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| override def write(record: ByteBuffer, time: Long): WriteAheadLogRecordHandle = { | ||
| isWriteCalled = true | ||
| eventually(Eventually.timeout(2 second)) { | ||
| assert(!blockWrite) | ||
| } | ||
| wal.write(record, time) | ||
| isWriteCalled = false | ||
| handle | ||
| } | ||
| override def read(segment: WriteAheadLogRecordHandle): ByteBuffer = wal.read(segment) | ||
| override def readAll(): JIterator[ByteBuffer] = wal.readAll() | ||
| override def clean(threshTime: Long, waitForCompletion: Boolean): Unit = { | ||
| wal.clean(threshTime, waitForCompletion) | ||
| } | ||
| override def close(): Unit = wal.close() | ||
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| def allowWrite(): Unit = { | ||
| blockWrite = false | ||
| } | ||
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| def isBlocked: Boolean = isWriteCalled | ||
| } | ||
| } | ||
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Why do you need this function? Can you use the private method tester to directly access
walWriteQueue?