# # 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. # import os import sys import signal import platform from subprocess import Popen, PIPE from threading import Thread from py4j.java_gateway import java_import, JavaGateway, GatewayClient SPARK_HOME = os.environ["SPARK_HOME"] def launch_gateway(): # Launch the Py4j gateway using Spark's run command so that we pick up the # proper classpath and SPARK_MEM settings from spark-env.sh on_windows = platform.system() == "Windows" script = "./bin/spark-class.cmd" if on_windows else "./bin/spark-class" command = [os.path.join(SPARK_HOME, script), "py4j.GatewayServer", "--die-on-broken-pipe", "0"] if not on_windows: # Don't send ctrl-c / SIGINT to the Java gateway: def preexec_func(): signal.signal(signal.SIGINT, signal.SIG_IGN) proc = Popen(command, stdout=PIPE, stdin=PIPE, preexec_fn=preexec_func) else: # preexec_fn not supported on Windows proc = Popen(command, stdout=PIPE, stdin=PIPE) # Determine which ephemeral port the server started on: port = int(proc.stdout.readline()) # Create a thread to echo output from the GatewayServer, which is required # for Java log output to show up: class EchoOutputThread(Thread): def __init__(self, stream): Thread.__init__(self) self.daemon = True self.stream = stream def run(self): while True: line = self.stream.readline() sys.stderr.write(line) EchoOutputThread(proc.stdout).start() # Connect to the gateway gateway = JavaGateway(GatewayClient(port=port), auto_convert=False) # Import the classes used by PySpark java_import(gateway.jvm, "org.apache.spark.SparkConf") java_import(gateway.jvm, "org.apache.spark.api.java.*") java_import(gateway.jvm, "org.apache.spark.api.python.*") java_import(gateway.jvm, "org.apache.spark.mllib.api.python.*") java_import(gateway.jvm, "scala.Tuple2") return gateway