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|  | 1 | +/* | 
|  | 2 | + * Licensed to the Apache Software Foundation (ASF) under one or more | 
|  | 3 | + * contributor license agreements.  See the NOTICE file distributed with | 
|  | 4 | + * this work for additional information regarding copyright ownership. | 
|  | 5 | + * The ASF licenses this file to You under the Apache License, Version 2.0 | 
|  | 6 | + * (the "License"); you may not use this file except in compliance with | 
|  | 7 | + * the License.  You may obtain a copy of the License at | 
|  | 8 | + * | 
|  | 9 | + *    http://www.apache.org/licenses/LICENSE-2.0 | 
|  | 10 | + * | 
|  | 11 | + * Unless required by applicable law or agreed to in writing, software | 
|  | 12 | + * distributed under the License is distributed on an "AS IS" BASIS, | 
|  | 13 | + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | 
|  | 14 | + * See the License for the specific language governing permissions and | 
|  | 15 | + * limitations under the License. | 
|  | 16 | + */ | 
|  | 17 | + | 
|  | 18 | +package org.apache.spark.streaming.receiver | 
|  | 19 | + | 
|  | 20 | +import org.reactivestreams._ | 
|  | 21 | +import org.apache.spark.storage.StorageLevel | 
|  | 22 | +import org.apache.spark.annotation.DeveloperApi | 
|  | 23 | +import scala.collection.mutable.ArrayBuffer | 
|  | 24 | +import scala.util.{Try, Success, Failure} | 
|  | 25 | +import java.lang.IllegalStateException | 
|  | 26 | + | 
|  | 27 | +/** | 
|  | 28 | + * An abstract class thet helps in implementing a Receiver compliant with the | 
|  | 29 | + * Reactive Streams API (http://www.reactive-streams.org/) | 
|  | 30 | + * | 
|  | 31 | + * | 
|  | 32 | + * Classes deriving from this API must be used with the 'reactive' | 
|  | 33 | + * congestion strategy setting. They can then communicate back-pressure through | 
|  | 34 | + * the reactiveCongestionStrategy below, and receive new elements through onNext. | 
|  | 35 | + * | 
|  | 36 | + * Implementation checklist: | 
|  | 37 | + * | 
|  | 38 | + * - Implementations should acquire a subscription in onStart by calling | 
|  | 39 | + *   Publisher#subscribe(this) on a reactive Publisher. | 
|  | 40 | + * - Implementations should override whenNext to configure custom behavior | 
|  | 41 | + *   upon receiving a new data element. They should call store in that method. | 
|  | 42 | + * - Implementations should override whenError to configure custom behavior | 
|  | 43 | + *   upon failure. They should call on Stop in that method. | 
|  | 44 | + * - Implementations should override whenComplete to configure custom behavior | 
|  | 45 | + *   upon completion. They should call onStop in that method. | 
|  | 46 | + * | 
|  | 47 | + * @see [[receiver.congestionStrategy]] | 
|  | 48 | + * @see [[org.reactivestreams.Subscriber]] | 
|  | 49 | + */ | 
|  | 50 | +@DeveloperApi | 
|  | 51 | +abstract class ReactiveReceiver[T](storageLevel: StorageLevel) | 
|  | 52 | +  extends Receiver[T](storageLevel) with Subscriber[T] { outer => | 
|  | 53 | +    private var subscription: Subscription = null | 
|  | 54 | +    private var done: Boolean = false | 
|  | 55 | + | 
|  | 56 | +    private sealed trait SpecificationViolation { | 
|  | 57 | +      val message: String | 
|  | 58 | +      def printStackTrace(t: Option[Throwable] = None): Unit = t match { | 
|  | 59 | +        case Some(e) => new IllegalStateException(message, e).printStackTrace(System.err) | 
|  | 60 | +        case None => new IllegalStateException(message).printStackTrace(System.err) | 
|  | 61 | +      } | 
|  | 62 | +    } | 
|  | 63 | + | 
|  | 64 | +    private case class CancelException(s: Subscription) extends SpecificationViolation { | 
|  | 65 | +      val message = s"""$s violated the Reactive Streams rule 3.15 | 
|  | 66 | +                       | by throwing an exception from cancel.""".stripMargin.replaceAll("\n", "") | 
|  | 67 | +    } | 
|  | 68 | + | 
|  | 69 | +    private case class RequestException(s: Subscription) extends SpecificationViolation { | 
|  | 70 | +      val message = s"""$s violated the Reactive Streams rule 3.16 | 
|  | 71 | +                       |by throwing an exception from request.""".stripMargin.replaceAll("\n", "") | 
|  | 72 | +    } | 
|  | 73 | + | 
|  | 74 | +    private case class BeforeSubscribe() extends SpecificationViolation { | 
|  | 75 | +      val message = """Publisher violated the Reactive Streams rule 1.09 by signalling onNext, | 
|  | 76 | +                       | onComplete or onError prior to onSubscribe. | 
|  | 77 | +                       |""".stripMargin.replaceAll("\n", "") | 
|  | 78 | +    } | 
|  | 79 | + | 
|  | 80 | +    private case class ErrorException(c: outer.type) extends SpecificationViolation { | 
|  | 81 | +      val message = s"""$c violates the Reactive Streams rule 2.13 by throwing an | 
|  | 82 | +                       | exception from onError.""".stripMargin.replaceAll("\n", "") | 
|  | 83 | +    } | 
|  | 84 | + | 
|  | 85 | +    private def finish(): Unit = { | 
|  | 86 | +      done = true | 
|  | 87 | +      if (subscription != null) Try(subscription.cancel()) recover { | 
|  | 88 | +        case t: Throwable => CancelException(subscription).printStackTrace(Some(t)) | 
|  | 89 | +      } | 
|  | 90 | +    } | 
|  | 91 | + | 
|  | 92 | +    /** | 
|  | 93 | +     * Invoked by the Publisher after calling Publisher#subscribe(this). | 
|  | 94 | +     * No data will start flowing until subscription.request(Int) is invoked | 
|  | 95 | +     *p | 
|  | 96 | +     * @param s the subscription that allows requesting data via subscription.request(Int) | 
|  | 97 | +     */ | 
|  | 98 | +    final override def onSubscribe(s: Subscription): Unit = { | 
|  | 99 | +      for { sub <- Option(s) } | 
|  | 100 | +      { | 
|  | 101 | +        if (subscription != null) { | 
|  | 102 | +          Try(subscription.cancel()) recover { | 
|  | 103 | +            case t: Throwable => CancelException(subscription).printStackTrace(Some(t)) | 
|  | 104 | +          } | 
|  | 105 | +        } else { | 
|  | 106 | +          subscription = s | 
|  | 107 | +        } | 
|  | 108 | +      } | 
|  | 109 | +    } | 
|  | 110 | + | 
|  | 111 | +    /** | 
|  | 112 | +     * Data notification sent by the Publisher, in reponse to requests to | 
|  | 113 | +     * subscription.request(Int) made by the reactiveCongestionStrategy. | 
|  | 114 | +     * | 
|  | 115 | +     * Performs spec compliance checks and defers to whenNext for override. | 
|  | 116 | +     * | 
|  | 117 | +     * @see whenNext | 
|  | 118 | +     * @param element The element signaled | 
|  | 119 | +     */ | 
|  | 120 | +    final override def onNext(element: T): Unit = { | 
|  | 121 | +      if (!done){ | 
|  | 122 | +        if (subscription == null) { | 
|  | 123 | +          BeforeSubscribe().printStackTrace() | 
|  | 124 | +        } else { | 
|  | 125 | +          Try(whenNext(element)) match { | 
|  | 126 | +            case Success(continue) => if (!continue) finish() | 
|  | 127 | +            case Failure(f) => Try(onError(f)) recover { | 
|  | 128 | +              case t: Throwable => ErrorException(this).printStackTrace(Some(t)) | 
|  | 129 | +            } | 
|  | 130 | +          } | 
|  | 131 | +        } | 
|  | 132 | +      } | 
|  | 133 | +    } | 
|  | 134 | + | 
|  | 135 | +    /** | 
|  | 136 | +     * Failed terminal state. No further events will be sent even if | 
|  | 137 | +     * subscription.request(Int) is called again | 
|  | 138 | +     * | 
|  | 139 | +     * Performs spec compliance checks and defers to whenError for override. | 
|  | 140 | +     * | 
|  | 141 | +     * @see whenError | 
|  | 142 | +     * @param error The throwable signaled | 
|  | 143 | +     */ | 
|  | 144 | +    final override def onError(error: Throwable): Unit = { | 
|  | 145 | +      if (subscription == null) { | 
|  | 146 | +        BeforeSubscribe().printStackTrace() | 
|  | 147 | +      } else { | 
|  | 148 | +        done = true | 
|  | 149 | +        whenError(error) | 
|  | 150 | +      } | 
|  | 151 | +    } | 
|  | 152 | + | 
|  | 153 | +    /** | 
|  | 154 | +     * Successful terminal state. No further events will be sent even if | 
|  | 155 | +     * subscription.request(Int) is called again | 
|  | 156 | +     * | 
|  | 157 | +     * Performs spec compliance checks and defers to whenComplete for override. | 
|  | 158 | +     * | 
|  | 159 | +     * @see whenComplete | 
|  | 160 | +     */ | 
|  | 161 | +    final override def onComplete(): Unit = { | 
|  | 162 | +      if (subscription == null) { | 
|  | 163 | +        BeforeSubscribe().printStackTrace() | 
|  | 164 | +      } else { | 
|  | 165 | +        done = true | 
|  | 166 | +        whenComplete() | 
|  | 167 | +      } | 
|  | 168 | +    } | 
|  | 169 | + | 
|  | 170 | +    /** | 
|  | 171 | +     * Data notification sent by the Publisher, in response to requests to | 
|  | 172 | +     * subscription.request() made by the reactiveCongestionStrategy. | 
|  | 173 | +     * | 
|  | 174 | +     * This is not intended to be called directly, onNext will be called instead. | 
|  | 175 | +     * | 
|  | 176 | +     * @see onNext | 
|  | 177 | +     * @param element The element signaled | 
|  | 178 | +     */ | 
|  | 179 | +    protected def whenNext(element: T): Boolean = { | 
|  | 180 | +      store(element) | 
|  | 181 | +      true | 
|  | 182 | +    } | 
|  | 183 | + | 
|  | 184 | +    /** | 
|  | 185 | +     * Successful terminal state. No further events will be sent even if | 
|  | 186 | +     * subscription.request() is called again | 
|  | 187 | +     * | 
|  | 188 | +     * This is not intended to be called directly, onComplete will be called instead. | 
|  | 189 | +     * | 
|  | 190 | +     * @see onComplete | 
|  | 191 | +     */ | 
|  | 192 | +    protected def whenComplete(): Unit = { | 
|  | 193 | +      onStop() | 
|  | 194 | +    } | 
|  | 195 | + | 
|  | 196 | +    /** | 
|  | 197 | +     * Failed terminal state. No further events will be sent even if | 
|  | 198 | +     * subscription.request() is called again | 
|  | 199 | +     * | 
|  | 200 | +     * This is not intended to be called directly, onError will be called instead. | 
|  | 201 | +     * | 
|  | 202 | +     * @see onError | 
|  | 203 | +     * @param error The throwable signaled | 
|  | 204 | +     */ | 
|  | 205 | +    protected def whenError(error: Throwable): Unit = { | 
|  | 206 | +      onStop() | 
|  | 207 | +    } | 
|  | 208 | + | 
|  | 209 | + | 
|  | 210 | +    /** | 
|  | 211 | +     * A congestion Strategy which transmits Spark's back-pressure signal to the | 
|  | 212 | +     * Publisher, through the Reactive Streams API. | 
|  | 213 | +     * | 
|  | 214 | +     * @see [[receiver.CongestionStrategy]] | 
|  | 215 | +     */ | 
|  | 216 | +    val reactiveCongestionStrategy = new CongestionStrategy { | 
|  | 217 | + | 
|  | 218 | +      override def onBlockBoundUpdate(bound: Int) = if (subscription != null) { | 
|  | 219 | +        Try(subscription.request(bound)) recover { | 
|  | 220 | +          case t: Throwable => RequestException(subscription).printStackTrace(Some(t)) | 
|  | 221 | +        } | 
|  | 222 | +      } | 
|  | 223 | + | 
|  | 224 | +      override def restrictCurrentBuffer(currentBuffer: ArrayBuffer[Any], | 
|  | 225 | +                                         nextBuffer: ArrayBuffer[Any]): Unit = {} | 
|  | 226 | +    } | 
|  | 227 | + | 
|  | 228 | + | 
|  | 229 | +} | 
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