From 0561c4544967fb853419f32e014fac9b8879b0db Mon Sep 17 00:00:00 2001 From: Davies Liu Date: Mon, 2 Feb 2015 19:16:27 -0800 Subject: [SPARK-5154] [PySpark] [Streaming] Kafka streaming support in Python This PR brings the Python API for Spark Streaming Kafka data source. ``` class KafkaUtils(__builtin__.object) | Static methods defined here: | | createStream(ssc, zkQuorum, groupId, topics, storageLevel=StorageLevel(True, True, False, False, 2), keyDecoder=, valueDecoder=) | Create an input stream that pulls messages from a Kafka Broker. | | :param ssc: StreamingContext object | :param zkQuorum: Zookeeper quorum (hostname:port,hostname:port,..). | :param groupId: The group id for this consumer. | :param topics: Dict of (topic_name -> numPartitions) to consume. | Each partition is consumed in its own thread. | :param storageLevel: RDD storage level. | :param keyDecoder: A function used to decode key | :param valueDecoder: A function used to decode value | :return: A DStream object ``` run the example: ``` bin/spark-submit --driver-class-path external/kafka-assembly/target/scala-*/spark-streaming-kafka-assembly-*.jar examples/src/main/python/streaming/kafka_wordcount.py localhost:2181 test ``` Author: Davies Liu Author: Tathagata Das Closes #3715 from davies/kafka and squashes the following commits: d93bfe0 [Davies Liu] Update make-distribution.sh 4280d04 [Davies Liu] address comments e6d0427 [Davies Liu] Merge branch 'master' of github.com:apache/spark into kafka f257071 [Davies Liu] add tests for null in RDD 23b039a [Davies Liu] address comments 9af51c4 [Davies Liu] Merge branch 'kafka' of github.com:davies/spark into kafka a74da87 [Davies Liu] address comments dc1eed0 [Davies Liu] Update kafka_wordcount.py 31e2317 [Davies Liu] Update kafka_wordcount.py 370ba61 [Davies Liu] Update kafka.py 97386b3 [Davies Liu] address comment 2c567a5 [Davies Liu] update logging and comment 33730d1 [Davies Liu] Merge branch 'master' of github.com:apache/spark into kafka adeeb38 [Davies Liu] Merge pull request #3 from tdas/kafka-python-api aea8953 [Tathagata Das] Kafka-assembly for Python API eea16a7 [Davies Liu] refactor f6ce899 [Davies Liu] add example and fix bugs 98c8d17 [Davies Liu] fix python style 5697a01 [Davies Liu] bypass decoder in scala 048dbe6 [Davies Liu] fix python style 75d485e [Davies Liu] add mqtt 07923c4 [Davies Liu] support kafka in Python --- external/kafka-assembly/pom.xml | 106 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 106 insertions(+) create mode 100644 external/kafka-assembly/pom.xml (limited to 'external') diff --git a/external/kafka-assembly/pom.xml b/external/kafka-assembly/pom.xml new file mode 100644 index 0000000000..503fc129dc --- /dev/null +++ b/external/kafka-assembly/pom.xml @@ -0,0 +1,106 @@ + + + + + 4.0.0 + + org.apache.spark + spark-parent + 1.3.0-SNAPSHOT + ../../pom.xml + + + org.apache.spark + spark-streaming-kafka-assembly_2.10 + jar + Spark Project External Kafka Assembly + http://spark.apache.org/ + + + streaming-kafka-assembly + scala-${scala.binary.version} + spark-streaming-kafka-assembly-${project.version}.jar + ${project.build.directory}/${spark.jar.dir}/${spark.jar.basename} + + + + + org.apache.spark + spark-streaming-kafka_${scala.binary.version} + ${project.version} + + + org.apache.spark + spark-streaming_${scala.binary.version} + ${project.version} + provided + + + + + target/scala-${scala.binary.version}/classes + target/scala-${scala.binary.version}/test-classes + + + org.apache.maven.plugins + maven-shade-plugin + + false + ${spark.jar} + + + *:* + + + + + *:* + + META-INF/*.SF + META-INF/*.DSA + META-INF/*.RSA + + + + + + + package + + shade + + + + + + reference.conf + + + log4j.properties + + + + + + + + + + + + -- cgit v1.2.3