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[SPARK-5155] [PySpark] [Streaming] Mqtt streaming support in Python #4229
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b7d42ff
Mqtt streaming support in Python
prabeesh 3aa7fff
Added Python streaming mqtt word count example
prabeesh b34c3c1
adress comments
prabeesh 3f4df12
updated version
prabeesh ee387ae
Fix assembly jar location of mqtt-assembly
prabeesh 795ec27
address comments
prabeesh a11968b
fixed python style
prabeesh 9767d82
implemented Python-friendly class
prabeesh a5a8f9f
added Python test
prabeesh e1ee016
scala style fix
prabeesh 1f0cfe9
python style fix
prabeesh 80474d1
fix
prabeesh 97244ec
Make sbt build the assembly test jar for streaming mqtt
zsxwing 87fc677
address the comments:
a6747cb
wait for starting the receiver before publishing data
prabeesh d07f454
Register StreamingListerner before starting StreamingContext; Revert …
zsxwing b90b709
Merge pull request #1 from zsxwing/pr4229
prabeesh 126608a
address the comments
734db99
Merge branch 'master' into pr4229
zsxwing 5f8a1d4
Make the maven build generate the test jar for Python MQTT tests
zsxwing 478f844
Add unpack
zsxwing 47278c5
Include the project class files
zsxwing 935615c
Fix the flaky MQTT tests
zsxwing abf5f18
Merge branch 'master' into pr4229
zsxwing 03f3e88
Merge pull request #2 from zsxwing/pr4229
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Original file line number | Diff line number | Diff line change |
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# | ||
# 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. | ||
# | ||
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""" | ||
A sample wordcount with MqttStream stream | ||
Usage: mqtt_wordcount.py <broker url> <topic> | ||
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To run this in your local machine, you need to setup a MQTT broker and publisher first, | ||
Mosquitto is one of the open source MQTT Brokers, see | ||
http://mosquitto.org/ | ||
Eclipse paho project provides number of clients and utilities for working with MQTT, see | ||
http://www.eclipse.org/paho/#getting-started | ||
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and then run the example | ||
`$ bin/spark-submit --jars external/mqtt-assembly/target/scala-*/\ | ||
spark-streaming-mqtt-assembly-*.jar examples/src/main/python/streaming/mqtt_wordcount.py \ | ||
tcp://localhost:1883 foo` | ||
""" | ||
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import sys | ||
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from pyspark import SparkContext | ||
from pyspark.streaming import StreamingContext | ||
from pyspark.streaming.mqtt import MQTTUtils | ||
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if __name__ == "__main__": | ||
if len(sys.argv) != 3: | ||
print >> sys.stderr, "Usage: mqtt_wordcount.py <broker url> <topic>" | ||
exit(-1) | ||
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sc = SparkContext(appName="PythonStreamingMQTTWordCount") | ||
ssc = StreamingContext(sc, 1) | ||
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brokerUrl = sys.argv[1] | ||
topic = sys.argv[2] | ||
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lines = MQTTUtils.createStream(ssc, brokerUrl, topic) | ||
counts = lines.flatMap(lambda line: line.split(" ")) \ | ||
.map(lambda word: (word, 1)) \ | ||
.reduceByKey(lambda a, b: a+b) | ||
counts.pprint() | ||
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ssc.start() | ||
ssc.awaitTermination() |
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<?xml version="1.0" encoding="UTF-8"?> | ||
<!-- | ||
~ 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. | ||
--> | ||
|
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<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"> | ||
<modelVersion>4.0.0</modelVersion> | ||
<parent> | ||
<groupId>org.apache.spark</groupId> | ||
<artifactId>spark-parent_2.10</artifactId> | ||
<version>1.5.0-SNAPSHOT</version> | ||
<relativePath>../../pom.xml</relativePath> | ||
</parent> | ||
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<groupId>org.apache.spark</groupId> | ||
<artifactId>spark-streaming-mqtt-assembly_2.10</artifactId> | ||
<packaging>jar</packaging> | ||
<name>Spark Project External MQTT Assembly</name> | ||
<url>http://spark.apache.org/</url> | ||
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<properties> | ||
<sbt.project.name>streaming-mqtt-assembly</sbt.project.name> | ||
</properties> | ||
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<dependencies> | ||
<dependency> | ||
<groupId>org.apache.spark</groupId> | ||
<artifactId>spark-streaming-mqtt_${scala.binary.version}</artifactId> | ||
<version>${project.version}</version> | ||
</dependency> | ||
<dependency> | ||
<groupId>org.apache.spark</groupId> | ||
<artifactId>spark-streaming_${scala.binary.version}</artifactId> | ||
<version>${project.version}</version> | ||
<scope>provided</scope> | ||
</dependency> | ||
</dependencies> | ||
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<build> | ||
<outputDirectory>target/scala-${scala.binary.version}/classes</outputDirectory> | ||
<testOutputDirectory>target/scala-${scala.binary.version}/test-classes</testOutputDirectory> | ||
<plugins> | ||
<plugin> | ||
<groupId>org.apache.maven.plugins</groupId> | ||
<artifactId>maven-shade-plugin</artifactId> | ||
<configuration> | ||
<shadedArtifactAttached>false</shadedArtifactAttached> | ||
<outputFile>${project.build.directory}/scala-${scala.binary.version}/spark-streaming-mqtt-assembly-${project.version}.jar</outputFile> | ||
<artifactSet> | ||
<includes> | ||
<include>*:*</include> | ||
</includes> | ||
</artifactSet> | ||
<filters> | ||
<filter> | ||
<artifact>*:*</artifact> | ||
<excludes> | ||
<exclude>META-INF/*.SF</exclude> | ||
<exclude>META-INF/*.DSA</exclude> | ||
<exclude>META-INF/*.RSA</exclude> | ||
</excludes> | ||
</filter> | ||
</filters> | ||
</configuration> | ||
<executions> | ||
<execution> | ||
<phase>package</phase> | ||
<goals> | ||
<goal>shade</goal> | ||
</goals> | ||
<configuration> | ||
<transformers> | ||
<transformer implementation="org.apache.maven.plugins.shade.resource.ServicesResourceTransformer"/> | ||
<transformer implementation="org.apache.maven.plugins.shade.resource.AppendingTransformer"> | ||
<resource>reference.conf</resource> | ||
</transformer> | ||
<transformer implementation="org.apache.maven.plugins.shade.resource.DontIncludeResourceTransformer"> | ||
<resource>log4j.properties</resource> | ||
</transformer> | ||
<transformer implementation="org.apache.maven.plugins.shade.resource.ApacheLicenseResourceTransformer"/> | ||
<transformer implementation="org.apache.maven.plugins.shade.resource.ApacheNoticeResourceTransformer"/> | ||
</transformers> | ||
</configuration> | ||
</execution> | ||
</executions> | ||
</plugin> | ||
</plugins> | ||
</build> | ||
</project> |
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<!-- | ||
~ 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. | ||
--> | ||
<assembly> | ||
<id>test-jar-with-dependencies</id> | ||
<formats> | ||
<format>jar</format> | ||
</formats> | ||
<includeBaseDirectory>false</includeBaseDirectory> | ||
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<fileSets> | ||
<fileSet> | ||
<directory>${project.build.directory}/scala-${scala.binary.version}/test-classes</directory> | ||
<outputDirectory>/</outputDirectory> | ||
</fileSet> | ||
</fileSets> | ||
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<dependencySets> | ||
<dependencySet> | ||
<useTransitiveDependencies>true</useTransitiveDependencies> | ||
<scope>test</scope> | ||
<unpack>true</unpack> | ||
<excludes> | ||
<exclude>org.apache.hadoop:*:jar</exclude> | ||
<exclude>org.apache.zookeeper:*:jar</exclude> | ||
<exclude>org.apache.avro:*:jar</exclude> | ||
</excludes> | ||
</dependencySet> | ||
</dependencySets> | ||
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</assembly> |
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Could you add a line like https://github.com/apache/spark/blob/master/external/kafka-assembly/pom.xml#L61 ?
See #5632 for the issue.