From 9e4e82b7bca1129bcd5e0274b9ae1b1be3fb93da Mon Sep 17 00:00:00 2001
From: jerryshao <saisai.shao@intel.com>
Date: Mon, 27 Apr 2015 23:48:02 -0700
Subject: [SPARK-5946] [STREAMING] Add Python API for direct Kafka stream

Currently only added `createDirectStream` API, I'm not sure if `createRDD` is also needed, since some Java object needs to be wrapped in Python. Please help to review, thanks a lot.

Author: jerryshao <saisai.shao@intel.com>
Author: Saisai Shao <saisai.shao@intel.com>

Closes #4723 from jerryshao/direct-kafka-python-api and squashes the following commits:

a1fe97c [jerryshao] Fix rebase issue
eebf333 [jerryshao] Address the comments
da40f4e [jerryshao] Fix Python 2.6 Syntax error issue
5c0ee85 [jerryshao] Style fix
4aeac18 [jerryshao] Fix bug in example code
7146d86 [jerryshao] Add unit test
bf3bdd6 [jerryshao] Add more APIs and address the comments
f5b3801 [jerryshao] Small style fix
8641835 [Saisai Shao] Rebase and update the code
589c05b [Saisai Shao] Fix the style
d6fcb6a [Saisai Shao] Address the comments
dfda902 [Saisai Shao] Style fix
0f7d168 [Saisai Shao] Add the doc and fix some style issues
67e6880 [Saisai Shao] Fix test bug
917b0db [Saisai Shao] Add Python createRDD API for Kakfa direct stream
c3fc11d [jerryshao] Modify the docs
2c00936 [Saisai Shao] address the comments
3360f44 [jerryshao] Fix code style
e0e0f0d [jerryshao] Code clean and bug fix
338c41f [Saisai Shao] Add python API and example for direct kafka stream
---
 .../apache/spark/streaming/kafka/KafkaUtils.scala  | 92 +++++++++++++++++++++-
 1 file changed, 91 insertions(+), 1 deletion(-)

(limited to 'external')

diff --git a/external/kafka/src/main/scala/org/apache/spark/streaming/kafka/KafkaUtils.scala b/external/kafka/src/main/scala/org/apache/spark/streaming/kafka/KafkaUtils.scala
index 5a9bd4214c..0721ddaf70 100644
--- a/external/kafka/src/main/scala/org/apache/spark/streaming/kafka/KafkaUtils.scala
+++ b/external/kafka/src/main/scala/org/apache/spark/streaming/kafka/KafkaUtils.scala
@@ -21,6 +21,7 @@ import java.lang.{Integer => JInt}
 import java.lang.{Long => JLong}
 import java.util.{Map => JMap}
 import java.util.{Set => JSet}
+import java.util.{List => JList}
 
 import scala.reflect.ClassTag
 import scala.collection.JavaConversions._
@@ -234,7 +235,6 @@ object KafkaUtils {
     new KafkaRDD[K, V, KD, VD, R](sc, kafkaParams, offsetRanges, leaderMap, messageHandler)
   }
 
-
   /**
    * Create a RDD from Kafka using offset ranges for each topic and partition.
    *
@@ -558,4 +558,94 @@ private class KafkaUtilsPythonHelper {
       topics,
       storageLevel)
   }
+
+  def createRDD(
+      jsc: JavaSparkContext,
+      kafkaParams: JMap[String, String],
+      offsetRanges: JList[OffsetRange],
+      leaders: JMap[TopicAndPartition, Broker]): JavaPairRDD[Array[Byte], Array[Byte]] = {
+    val messageHandler = new JFunction[MessageAndMetadata[Array[Byte], Array[Byte]],
+      (Array[Byte], Array[Byte])] {
+      def call(t1: MessageAndMetadata[Array[Byte], Array[Byte]]): (Array[Byte], Array[Byte]) =
+        (t1.key(), t1.message())
+    }
+
+    val jrdd = KafkaUtils.createRDD[
+      Array[Byte],
+      Array[Byte],
+      DefaultDecoder,
+      DefaultDecoder,
+      (Array[Byte], Array[Byte])](
+        jsc,
+        classOf[Array[Byte]],
+        classOf[Array[Byte]],
+        classOf[DefaultDecoder],
+        classOf[DefaultDecoder],
+        classOf[(Array[Byte], Array[Byte])],
+        kafkaParams,
+        offsetRanges.toArray(new Array[OffsetRange](offsetRanges.size())),
+        leaders,
+        messageHandler
+      )
+    new JavaPairRDD(jrdd.rdd)
+  }
+
+  def createDirectStream(
+      jssc: JavaStreamingContext,
+      kafkaParams: JMap[String, String],
+      topics: JSet[String],
+      fromOffsets: JMap[TopicAndPartition, JLong]
+    ): JavaPairInputDStream[Array[Byte], Array[Byte]] = {
+
+    if (!fromOffsets.isEmpty) {
+      import scala.collection.JavaConversions._
+      val topicsFromOffsets = fromOffsets.keySet().map(_.topic)
+      if (topicsFromOffsets != topics.toSet) {
+        throw new IllegalStateException(s"The specified topics: ${topics.toSet.mkString(" ")} " +
+          s"do not equal to the topic from offsets: ${topicsFromOffsets.mkString(" ")}")
+      }
+    }
+
+    if (fromOffsets.isEmpty) {
+      KafkaUtils.createDirectStream[Array[Byte], Array[Byte], DefaultDecoder, DefaultDecoder](
+        jssc,
+        classOf[Array[Byte]],
+        classOf[Array[Byte]],
+        classOf[DefaultDecoder],
+        classOf[DefaultDecoder],
+        kafkaParams,
+        topics)
+    } else {
+      val messageHandler = new JFunction[MessageAndMetadata[Array[Byte], Array[Byte]],
+        (Array[Byte], Array[Byte])] {
+        def call(t1: MessageAndMetadata[Array[Byte], Array[Byte]]): (Array[Byte], Array[Byte]) =
+          (t1.key(), t1.message())
+      }
+
+      val jstream = KafkaUtils.createDirectStream[
+        Array[Byte],
+        Array[Byte],
+        DefaultDecoder,
+        DefaultDecoder,
+        (Array[Byte], Array[Byte])](
+          jssc,
+          classOf[Array[Byte]],
+          classOf[Array[Byte]],
+          classOf[DefaultDecoder],
+          classOf[DefaultDecoder],
+          classOf[(Array[Byte], Array[Byte])],
+          kafkaParams,
+          fromOffsets,
+          messageHandler)
+      new JavaPairInputDStream(jstream.inputDStream)
+    }
+  }
+
+  def createOffsetRange(topic: String, partition: JInt, fromOffset: JLong, untilOffset: JLong
+    ): OffsetRange = OffsetRange.create(topic, partition, fromOffset, untilOffset)
+
+  def createTopicAndPartition(topic: String, partition: JInt): TopicAndPartition =
+    TopicAndPartition(topic, partition)
+
+  def createBroker(host: String, port: JInt): Broker = Broker(host, port)
 }
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