853809e948
This PR is based on #4229, thanks prabeesh. Closes #4229 Author: Prabeesh K <prabsmails@gmail.com> Author: zsxwing <zsxwing@gmail.com> Author: prabs <prabsmails@gmail.com> Author: Prabeesh K <prabeesh.k@namshi.com> Closes #7833 from zsxwing/pr4229 and squashes the following commits: 9570bec [zsxwing] Fix the variable name and check null in finally 4a9c79e [zsxwing] Fix pom.xml indentation abf5f18 [zsxwing] Merge branch 'master' into pr4229 935615c [zsxwing] Fix the flaky MQTT tests 47278c5 [zsxwing] Include the project class files 478f844 [zsxwing] Add unpack 5f8a1d4 [zsxwing] Make the maven build generate the test jar for Python MQTT tests 734db99 [zsxwing] Merge branch 'master' into pr4229 126608a [Prabeesh K] address the comments b90b709 [Prabeesh K] Merge pull request #1 from zsxwing/pr4229 d07f454 [zsxwing] Register StreamingListerner before starting StreamingContext; Revert unncessary changes; fix the python unit test a6747cb [Prabeesh K] wait for starting the receiver before publishing data 87fc677 [Prabeesh K] address the comments: 97244ec [zsxwing] Make sbt build the assembly test jar for streaming mqtt 80474d1 [Prabeesh K] fix 1f0cfe9 [Prabeesh K] python style fix e1ee016 [Prabeesh K] scala style fix a5a8f9f [Prabeesh K] added Python test 9767d82 [Prabeesh K] implemented Python-friendly class a11968b [Prabeesh K] fixed python style 795ec27 [Prabeesh K] address comments ee387ae [Prabeesh K] Fix assembly jar location of mqtt-assembly 3f4df12 [Prabeesh K] updated version b34c3c1 [prabs] adress comments 3aa7fff [prabs] Added Python streaming mqtt word count example b7d42ff [prabs] Mqtt streaming support in Python
73 lines
2.9 KiB
Python
73 lines
2.9 KiB
Python
#
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# Licensed to the Apache Software Foundation (ASF) under one or more
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# contributor license agreements. See the NOTICE file distributed with
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# this work for additional information regarding copyright ownership.
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# The ASF licenses this file to You under the Apache License, Version 2.0
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# (the "License"); you may not use this file except in compliance with
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# the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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from py4j.java_gateway import Py4JJavaError
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from pyspark.storagelevel import StorageLevel
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from pyspark.serializers import UTF8Deserializer
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from pyspark.streaming import DStream
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__all__ = ['MQTTUtils']
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class MQTTUtils(object):
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@staticmethod
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def createStream(ssc, brokerUrl, topic,
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storageLevel=StorageLevel.MEMORY_AND_DISK_SER_2):
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"""
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Create an input stream that pulls messages from a Mqtt Broker.
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:param ssc: StreamingContext object
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:param brokerUrl: Url of remote mqtt publisher
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:param topic: topic name to subscribe to
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:param storageLevel: RDD storage level.
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:return: A DStream object
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"""
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jlevel = ssc._sc._getJavaStorageLevel(storageLevel)
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try:
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helperClass = ssc._jvm.java.lang.Thread.currentThread().getContextClassLoader() \
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.loadClass("org.apache.spark.streaming.mqtt.MQTTUtilsPythonHelper")
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helper = helperClass.newInstance()
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jstream = helper.createStream(ssc._jssc, brokerUrl, topic, jlevel)
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except Py4JJavaError as e:
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if 'ClassNotFoundException' in str(e.java_exception):
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MQTTUtils._printErrorMsg(ssc.sparkContext)
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raise e
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return DStream(jstream, ssc, UTF8Deserializer())
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@staticmethod
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def _printErrorMsg(sc):
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print("""
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________________________________________________________________________________________________
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Spark Streaming's MQTT libraries not found in class path. Try one of the following.
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1. Include the MQTT library and its dependencies with in the
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spark-submit command as
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$ bin/spark-submit --packages org.apache.spark:spark-streaming-mqtt:%s ...
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2. Download the JAR of the artifact from Maven Central http://search.maven.org/,
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Group Id = org.apache.spark, Artifact Id = spark-streaming-mqtt-assembly, Version = %s.
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Then, include the jar in the spark-submit command as
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$ bin/spark-submit --jars <spark-streaming-mqtt-assembly.jar> ...
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________________________________________________________________________________________________
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""" % (sc.version, sc.version))
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