aboutsummaryrefslogtreecommitdiff
path: root/python/pyspark/streaming/mqtt.py
diff options
context:
space:
mode:
Diffstat (limited to 'python/pyspark/streaming/mqtt.py')
-rw-r--r--python/pyspark/streaming/mqtt.py72
1 files changed, 72 insertions, 0 deletions
diff --git a/python/pyspark/streaming/mqtt.py b/python/pyspark/streaming/mqtt.py
new file mode 100644
index 0000000000..f06598971c
--- /dev/null
+++ b/python/pyspark/streaming/mqtt.py
@@ -0,0 +1,72 @@
+#
+# 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))