# # 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.protocol 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_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 ... ________________________________________________________________________________________________ """ % (sc.version, sc.version))