Repository: spark Updated Branches: refs/heads/master bd903ee89 -> b13ef7723
[SPARK-9030] [STREAMING] Add Kinesis.createStream unit tests that actual sends data Current Kinesis unit tests do not test createStream by sending data. This PR is to add such unit test. Note that this unit will not run by default. It will only run when the relevant environment variables are set. Author: Tathagata Das <tathagata.das1...@gmail.com> Closes #7413 from tdas/kinesis-tests and squashes the following commits: 0e16db5 [Tathagata Das] Added more comments regarding testOrIgnore 1ea5ce0 [Tathagata Das] Added more comments c7caef7 [Tathagata Das] Address comments a297b59 [Tathagata Das] Reverted unnecessary change in KafkaStreamSuite 90c9bde [Tathagata Das] Removed scalatest.FunSuite deb7f4f [Tathagata Das] Removed scalatest.FunSuite 18c2208 [Tathagata Das] Changed how SparkFunSuite is inherited dbb33a5 [Tathagata Das] Added license 88f6dab [Tathagata Das] Added scala docs c6be0d7 [Tathagata Das] minor changes 24a992b [Tathagata Das] Moved KinesisTestUtils to src instead of test for future python usage 465b55d [Tathagata Das] Made unit tests optional in a nice way 4d70703 [Tathagata Das] Added license 129d436 [Tathagata Das] Minor updates cc36510 [Tathagata Das] Added KinesisStreamSuite Project: http://git-wip-us.apache.org/repos/asf/spark/repo Commit: http://git-wip-us.apache.org/repos/asf/spark/commit/b13ef772 Tree: http://git-wip-us.apache.org/repos/asf/spark/tree/b13ef772 Diff: http://git-wip-us.apache.org/repos/asf/spark/diff/b13ef772 Branch: refs/heads/master Commit: b13ef7723f254c10c685b93eb8dc08a52527ec73 Parents: bd903ee Author: Tathagata Das <tathagata.das1...@gmail.com> Authored: Fri Jul 17 16:43:18 2015 -0700 Committer: Tathagata Das <tathagata.das1...@gmail.com> Committed: Fri Jul 17 16:43:18 2015 -0700 ---------------------------------------------------------------------- .../streaming/kinesis/KinesisTestUtils.scala | 197 +++++++++++++++++++ .../streaming/kinesis/KinesisFunSuite.scala | 37 ++++ .../kinesis/KinesisReceiverSuite.scala | 17 -- .../streaming/kinesis/KinesisStreamSuite.scala | 120 +++++++++++ 4 files changed, 354 insertions(+), 17 deletions(-) ---------------------------------------------------------------------- http://git-wip-us.apache.org/repos/asf/spark/blob/b13ef772/extras/kinesis-asl/src/main/scala/org/apache/spark/streaming/kinesis/KinesisTestUtils.scala ---------------------------------------------------------------------- diff --git a/extras/kinesis-asl/src/main/scala/org/apache/spark/streaming/kinesis/KinesisTestUtils.scala b/extras/kinesis-asl/src/main/scala/org/apache/spark/streaming/kinesis/KinesisTestUtils.scala new file mode 100644 index 0000000..f6bf552 --- /dev/null +++ b/extras/kinesis-asl/src/main/scala/org/apache/spark/streaming/kinesis/KinesisTestUtils.scala @@ -0,0 +1,197 @@ +/* + * 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.streaming.kinesis + +import java.nio.ByteBuffer +import java.util.concurrent.TimeUnit + +import scala.collection.mutable +import scala.collection.mutable.ArrayBuffer +import scala.util.{Failure, Random, Success, Try} + +import com.amazonaws.auth.{AWSCredentials, DefaultAWSCredentialsProviderChain} +import com.amazonaws.regions.RegionUtils +import com.amazonaws.services.dynamodbv2.AmazonDynamoDBClient +import com.amazonaws.services.dynamodbv2.document.DynamoDB +import com.amazonaws.services.kinesis.AmazonKinesisClient +import com.amazonaws.services.kinesis.model._ + +import org.apache.spark.Logging + +/** + * Shared utility methods for performing Kinesis tests that actually transfer data + */ +private class KinesisTestUtils( + val endpointUrl: String = "https://kinesis.us-west-2.amazonaws.com";, + _regionName: String = "") extends Logging { + + val regionName = if (_regionName.length == 0) { + RegionUtils.getRegionByEndpoint(endpointUrl).getName() + } else { + RegionUtils.getRegion(_regionName).getName() + } + + val streamShardCount = 2 + + private val createStreamTimeoutSeconds = 300 + private val describeStreamPollTimeSeconds = 1 + + @volatile + private var streamCreated = false + private var _streamName: String = _ + + private lazy val kinesisClient = { + val client = new AmazonKinesisClient(KinesisTestUtils.getAWSCredentials()) + client.setEndpoint(endpointUrl) + client + } + + private lazy val dynamoDB = { + val dynamoDBClient = new AmazonDynamoDBClient(new DefaultAWSCredentialsProviderChain()) + dynamoDBClient.setRegion(RegionUtils.getRegion(regionName)) + new DynamoDB(dynamoDBClient) + } + + def streamName: String = { + require(streamCreated, "Stream not yet created, call createStream() to create one") + _streamName + } + + def createStream(): Unit = { + logInfo("Creating stream") + require(!streamCreated, "Stream already created") + _streamName = findNonExistentStreamName() + + // Create a stream. The number of shards determines the provisioned throughput. + val createStreamRequest = new CreateStreamRequest() + createStreamRequest.setStreamName(_streamName) + createStreamRequest.setShardCount(2) + kinesisClient.createStream(createStreamRequest) + + // The stream is now being created. Wait for it to become active. + waitForStreamToBeActive(_streamName) + streamCreated = true + logInfo("Created stream") + } + + /** + * Push data to Kinesis stream and return a map of + * shardId -> seq of (data, seq number) pushed to corresponding shard + */ + def pushData(testData: Seq[Int]): Map[String, Seq[(Int, String)]] = { + require(streamCreated, "Stream not yet created, call createStream() to create one") + val shardIdToSeqNumbers = new mutable.HashMap[String, ArrayBuffer[(Int, String)]]() + + testData.foreach { num => + val str = num.toString + val putRecordRequest = new PutRecordRequest().withStreamName(streamName) + .withData(ByteBuffer.wrap(str.getBytes())) + .withPartitionKey(str) + + val putRecordResult = kinesisClient.putRecord(putRecordRequest) + val shardId = putRecordResult.getShardId + val seqNumber = putRecordResult.getSequenceNumber() + val sentSeqNumbers = shardIdToSeqNumbers.getOrElseUpdate(shardId, + new ArrayBuffer[(Int, String)]()) + sentSeqNumbers += ((num, seqNumber)) + } + + logInfo(s"Pushed $testData:\n\t ${shardIdToSeqNumbers.mkString("\n\t")}") + shardIdToSeqNumbers.toMap + } + + def describeStream(streamNameToDescribe: String = streamName): Option[StreamDescription] = { + try { + val describeStreamRequest = new DescribeStreamRequest().withStreamName(streamNameToDescribe) + val desc = kinesisClient.describeStream(describeStreamRequest).getStreamDescription() + Some(desc) + } catch { + case rnfe: ResourceNotFoundException => + None + } + } + + def deleteStream(): Unit = { + try { + if (describeStream().nonEmpty) { + val deleteStreamRequest = new DeleteStreamRequest() + kinesisClient.deleteStream(streamName) + } + } catch { + case e: Exception => + logWarning(s"Could not delete stream $streamName") + } + } + + def deleteDynamoDBTable(tableName: String): Unit = { + try { + val table = dynamoDB.getTable(tableName) + table.delete() + table.waitForDelete() + } catch { + case e: Exception => + logWarning(s"Could not delete DynamoDB table $tableName") + } + } + + private def findNonExistentStreamName(): String = { + var testStreamName: String = null + do { + Thread.sleep(TimeUnit.SECONDS.toMillis(describeStreamPollTimeSeconds)) + testStreamName = s"KinesisTestUtils-${math.abs(Random.nextLong())}" + } while (describeStream(testStreamName).nonEmpty) + testStreamName + } + + private def waitForStreamToBeActive(streamNameToWaitFor: String): Unit = { + val startTime = System.currentTimeMillis() + val endTime = startTime + TimeUnit.SECONDS.toMillis(createStreamTimeoutSeconds) + while (System.currentTimeMillis() < endTime) { + Thread.sleep(TimeUnit.SECONDS.toMillis(describeStreamPollTimeSeconds)) + describeStream(streamNameToWaitFor).foreach { description => + val streamStatus = description.getStreamStatus() + logDebug(s"\t- current state: $streamStatus\n") + if ("ACTIVE".equals(streamStatus)) { + return + } + } + } + require(false, s"Stream $streamName never became active") + } +} + +private[kinesis] object KinesisTestUtils { + + val envVarName = "RUN_KINESIS_TESTS" + + val shouldRunTests = sys.env.get(envVarName) == Some("1") + + def isAWSCredentialsPresent: Boolean = { + Try { new DefaultAWSCredentialsProviderChain().getCredentials() }.isSuccess + } + + def getAWSCredentials(): AWSCredentials = { + assert(shouldRunTests, + "Kinesis test not enabled, should not attempt to get AWS credentials") + Try { new DefaultAWSCredentialsProviderChain().getCredentials() } match { + case Success(cred) => cred + case Failure(e) => + throw new Exception("Kinesis tests enabled, but could get not AWS credentials") + } + } +} http://git-wip-us.apache.org/repos/asf/spark/blob/b13ef772/extras/kinesis-asl/src/test/scala/org/apache/spark/streaming/kinesis/KinesisFunSuite.scala ---------------------------------------------------------------------- diff --git a/extras/kinesis-asl/src/test/scala/org/apache/spark/streaming/kinesis/KinesisFunSuite.scala b/extras/kinesis-asl/src/test/scala/org/apache/spark/streaming/kinesis/KinesisFunSuite.scala new file mode 100644 index 0000000..6d011f2 --- /dev/null +++ b/extras/kinesis-asl/src/test/scala/org/apache/spark/streaming/kinesis/KinesisFunSuite.scala @@ -0,0 +1,37 @@ +/* + * 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.streaming.kinesis + +import org.apache.spark.SparkFunSuite + +/** + * Helper class that runs Kinesis real data transfer tests or + * ignores them based on env variable is set or not. + */ +trait KinesisSuiteHelper { self: SparkFunSuite => + import KinesisTestUtils._ + + /** Run the test if environment variable is set or ignore the test */ + def testOrIgnore(testName: String)(testBody: => Unit) { + if (shouldRunTests) { + test(testName)(testBody) + } else { + ignore(s"$testName [enable by setting env var $envVarName=1]")(testBody) + } + } +} http://git-wip-us.apache.org/repos/asf/spark/blob/b13ef772/extras/kinesis-asl/src/test/scala/org/apache/spark/streaming/kinesis/KinesisReceiverSuite.scala ---------------------------------------------------------------------- diff --git a/extras/kinesis-asl/src/test/scala/org/apache/spark/streaming/kinesis/KinesisReceiverSuite.scala b/extras/kinesis-asl/src/test/scala/org/apache/spark/streaming/kinesis/KinesisReceiverSuite.scala index 2103dca..98f2c7c 100644 --- a/extras/kinesis-asl/src/test/scala/org/apache/spark/streaming/kinesis/KinesisReceiverSuite.scala +++ b/extras/kinesis-asl/src/test/scala/org/apache/spark/streaming/kinesis/KinesisReceiverSuite.scala @@ -73,23 +73,6 @@ class KinesisReceiverSuite extends TestSuiteBase with Matchers with BeforeAndAft checkpointStateMock, currentClockMock) } - test("KinesisUtils API") { - val ssc = new StreamingContext(master, framework, batchDuration) - // Tests the API, does not actually test data receiving - val kinesisStream1 = KinesisUtils.createStream(ssc, "mySparkStream", - "https://kinesis.us-west-2.amazonaws.com";, Seconds(2), - InitialPositionInStream.LATEST, StorageLevel.MEMORY_AND_DISK_2) - val kinesisStream2 = KinesisUtils.createStream(ssc, "myAppNam", "mySparkStream", - "https://kinesis.us-west-2.amazonaws.com";, "us-west-2", - InitialPositionInStream.LATEST, Seconds(2), StorageLevel.MEMORY_AND_DISK_2) - val kinesisStream3 = KinesisUtils.createStream(ssc, "myAppNam", "mySparkStream", - "https://kinesis.us-west-2.amazonaws.com";, "us-west-2", - InitialPositionInStream.LATEST, Seconds(2), StorageLevel.MEMORY_AND_DISK_2, - "awsAccessKey", "awsSecretKey") - - ssc.stop() - } - test("check serializability of SerializableAWSCredentials") { Utils.deserialize[SerializableAWSCredentials]( Utils.serialize(new SerializableAWSCredentials("x", "y"))) http://git-wip-us.apache.org/repos/asf/spark/blob/b13ef772/extras/kinesis-asl/src/test/scala/org/apache/spark/streaming/kinesis/KinesisStreamSuite.scala ---------------------------------------------------------------------- diff --git a/extras/kinesis-asl/src/test/scala/org/apache/spark/streaming/kinesis/KinesisStreamSuite.scala b/extras/kinesis-asl/src/test/scala/org/apache/spark/streaming/kinesis/KinesisStreamSuite.scala new file mode 100644 index 0000000..d3dd541 --- /dev/null +++ b/extras/kinesis-asl/src/test/scala/org/apache/spark/streaming/kinesis/KinesisStreamSuite.scala @@ -0,0 +1,120 @@ +/* + * 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.streaming.kinesis + +import scala.collection.mutable +import scala.concurrent.duration._ +import scala.language.postfixOps +import scala.util.Random + +import com.amazonaws.services.kinesis.clientlibrary.lib.worker.InitialPositionInStream +import org.scalatest.concurrent.Eventually +import org.scalatest.{BeforeAndAfter, BeforeAndAfterAll} + +import org.apache.spark.storage.StorageLevel +import org.apache.spark.streaming._ +import org.apache.spark.{SparkConf, SparkContext, SparkFunSuite} + +class KinesisStreamSuite extends SparkFunSuite with KinesisSuiteHelper + with Eventually with BeforeAndAfter with BeforeAndAfterAll { + + private val kinesisTestUtils = new KinesisTestUtils() + + // This is the name that KCL uses to save metadata to DynamoDB + private val kinesisAppName = s"KinesisStreamSuite-${math.abs(Random.nextLong())}" + + private var ssc: StreamingContext = _ + private var sc: SparkContext = _ + + override def beforeAll(): Unit = { + kinesisTestUtils.createStream() + val conf = new SparkConf() + .setMaster("local[4]") + .setAppName("KinesisStreamSuite") // Setting Spark app name to Kinesis app name + sc = new SparkContext(conf) + } + + override def afterAll(): Unit = { + sc.stop() + // Delete the Kinesis stream as well as the DynamoDB table generated by + // Kinesis Client Library when consuming the stream + kinesisTestUtils.deleteStream() + kinesisTestUtils.deleteDynamoDBTable(kinesisAppName) + } + + before { + // Delete the DynamoDB table generated by Kinesis Client Library when + // consuming from the stream, so that each unit test can start from + // scratch without prior history of data consumption + kinesisTestUtils.deleteDynamoDBTable(kinesisAppName) + } + + after { + if (ssc != null) { + ssc.stop(stopSparkContext = false) + ssc = null + } + } + + test("KinesisUtils API") { + ssc = new StreamingContext(sc, Seconds(1)) + // Tests the API, does not actually test data receiving + val kinesisStream1 = KinesisUtils.createStream(ssc, "mySparkStream", + "https://kinesis.us-west-2.amazonaws.com";, Seconds(2), + InitialPositionInStream.LATEST, StorageLevel.MEMORY_AND_DISK_2) + val kinesisStream2 = KinesisUtils.createStream(ssc, "myAppNam", "mySparkStream", + "https://kinesis.us-west-2.amazonaws.com";, "us-west-2", + InitialPositionInStream.LATEST, Seconds(2), StorageLevel.MEMORY_AND_DISK_2) + val kinesisStream3 = KinesisUtils.createStream(ssc, "myAppNam", "mySparkStream", + "https://kinesis.us-west-2.amazonaws.com";, "us-west-2", + InitialPositionInStream.LATEST, Seconds(2), StorageLevel.MEMORY_AND_DISK_2, + "awsAccessKey", "awsSecretKey") + } + + + /** + * Test the stream by sending data to a Kinesis stream and receiving from it. + * This test is not run by default as it requires AWS credentials that the test + * environment may not have. Even if there is AWS credentials available, the user + * may not want to run these tests to avoid the Kinesis costs. To enable this test, + * you must have AWS credentials available through the default AWS provider chain, + * and you have to set the system environment variable RUN_KINESIS_TESTS=1 . + */ + testOrIgnore("basic operation") { + ssc = new StreamingContext(sc, Seconds(1)) + val aWSCredentials = KinesisTestUtils.getAWSCredentials() + val stream = KinesisUtils.createStream(ssc, kinesisAppName, kinesisTestUtils.streamName, + kinesisTestUtils.endpointUrl, kinesisTestUtils.regionName, InitialPositionInStream.LATEST, + Seconds(10), StorageLevel.MEMORY_ONLY, + aWSCredentials.getAWSAccessKeyId, aWSCredentials.getAWSSecretKey) + + val collected = new mutable.HashSet[Int] with mutable.SynchronizedSet[Int] + stream.map { bytes => new String(bytes).toInt }.foreachRDD { rdd => + collected ++= rdd.collect() + logInfo("Collected = " + rdd.collect().toSeq.mkString(", ")) + } + ssc.start() + + val testData = 1 to 10 + eventually(timeout(120 seconds), interval(10 second)) { + kinesisTestUtils.pushData(testData) + assert(collected === testData.toSet, "\nData received does not match data sent") + } + ssc.stop() + } +} --------------------------------------------------------------------- To unsubscribe, e-mail: commits-unsubscr...@spark.apache.org For additional commands, e-mail: commits-h...@spark.apache.org
