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authorPrabeesh K <prabsmails@gmail.com>2015-08-10 16:33:23 -0700
committerTathagata Das <tathagata.das1565@gmail.com>2015-08-10 16:33:23 -0700
commit853809e948e7c5092643587a30738115b6591a59 (patch)
treeb778c6afe2627f6fc67db93a413f59a2ef480017 /python/pyspark/streaming/mqtt.py
parentc4fd2a242228ee101904770446e3f37d49e39b76 (diff)
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[SPARK-5155] [PYSPARK] [STREAMING] Mqtt streaming support in Python
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
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diff --git a/python/pyspark/streaming/mqtt.py b/python/pyspark/streaming/mqtt.py
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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.
+#
+
+from py4j.java_gateway import Py4JJavaError
+
+from pyspark.storagelevel import StorageLevel
+from pyspark.serializers import UTF8Deserializer
+from pyspark.streaming import DStream
+
+__all__ = ['MQTTUtils']
+
+
+class MQTTUtils(object):
+
+ @staticmethod
+ def createStream(ssc, brokerUrl, topic,
+ storageLevel=StorageLevel.MEMORY_AND_DISK_SER_2):
+ """
+ Create an input stream that pulls messages from a Mqtt Broker.
+ :param ssc: StreamingContext object
+ :param brokerUrl: Url of remote mqtt publisher
+ :param topic: topic name to subscribe to
+ :param storageLevel: RDD storage level.
+ :return: A DStream object
+ """
+ jlevel = ssc._sc._getJavaStorageLevel(storageLevel)
+
+ try:
+ helperClass = ssc._jvm.java.lang.Thread.currentThread().getContextClassLoader() \
+ .loadClass("org.apache.spark.streaming.mqtt.MQTTUtilsPythonHelper")
+ helper = helperClass.newInstance()
+ jstream = helper.createStream(ssc._jssc, brokerUrl, topic, jlevel)
+ except Py4JJavaError as e:
+ if 'ClassNotFoundException' in str(e.java_exception):
+ MQTTUtils._printErrorMsg(ssc.sparkContext)
+ raise e
+
+ return DStream(jstream, ssc, UTF8Deserializer())
+
+ @staticmethod
+ def _printErrorMsg(sc):
+ print("""
+________________________________________________________________________________________________
+
+ Spark Streaming's MQTT libraries not found in class path. Try one of the following.
+
+ 1. Include the MQTT library and its dependencies with in the
+ spark-submit command as
+
+ $ bin/spark-submit --packages org.apache.spark:spark-streaming-mqtt:%s ...
+
+ 2. Download the JAR of the artifact from Maven Central http://search.maven.org/,
+ Group Id = org.apache.spark, Artifact Id = spark-streaming-mqtt-assembly, Version = %s.
+ Then, include the jar in the spark-submit command as
+
+ $ bin/spark-submit --jars <spark-streaming-mqtt-assembly.jar> ...
+________________________________________________________________________________________________
+""" % (sc.version, sc.version))