Questions tagged [py4j]

Py4J enables Python programs to dynamically access arbitrary Java objects

Py4J enables Python programs running in a Python interpreter to dynamically access Java objects in a Java Virtual Machine. Methods are called as if the Java objects resided in the Python interpreter and Java collections can be accessed through standard Python collection methods. Py4J also enables Java programs to call back Python objects. Py4J is distributed under the BSD license.

Here is a brief example of what you can do with Py4J. The following Python program creates a java.util.Random instance from a JVM and calls some of its methods. It also accesses a custom Java class, AdditionApplication to add the generated numbers.

 from py4j.java_gateway import JavaGateway

 gateway = JavaGateway()                   # connect to the JVM

 random = gateway.jvm.java.util.Random()   # create a java.util.Random instance

 number1 = random.nextInt(10)              # call the Random.nextInt method

 number2 = random.nextInt(10)

 print(number1,number2)

(2, 7)

 addition_app = gateway.entry_point        # get the AdditionApplication instance

 addition_app.addition(number1,number2)    # call the addition method

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235 questions
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Py4JJavaError: An error occurred while calling

I am new to PySpark. I have been writing my code with a test sample. Once I run the code on the larger file(3gb compressed). My code is only doing some filtering and joins. I keep getting errors regarding py4J. Any help would be useful, and…
TChi
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Connect to spark cluster from local jupyter notebook

I try to connect to remote spark master from notebook on my local machine. When I try creating sparkContext sc = pyspark.SparkContext(master = "spark://remote-spark-master-hostname:7077", appName="jupyter…
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Py4J has bigger overhead than Jython and JPype

After searching for an option to run Java code from Django application(python), I found out that Py4J is the best option for me. I tried Jython, JPype and Python subprocess and each of them have certain limitations: Jython. My app runs in…
HIP_HOP
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In pySpark I am getting py4j.protocol.Py4JError: py4j.Py4JException: Method isBarrier([]) does not exist

This exception is rising at lines.count(). Exception has occurred: py4j.protocol.Py4JError An error occurred while calling o26.isBarrier. Trace: py4j.Py4JException: Method isBarrier([]) does not exist at …
Ankush K
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Method showString([class java.lang.Integer, class java.lang.Integer, class java.lang.Boolean]) does not exist in PySpark

This is the snippet: from pyspark import SparkContext from pyspark.sql.session import SparkSession sc = SparkContext() spark = SparkSession(sc) d = spark.read.format("csv").option("header", True).option("inferSchema",…
Trupti J
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Passing varargs to Java from Python using Py4j

I am trying to pass varargs to Java code from python. Java code : LogDebugCmd.java public class LogDebugCmd implements Command { private Class clazz; private String format; private Object[] args; public LogDebugCmd() {} public void…
Pooja
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How to access org.apache.hadoop.fs.FileUtil from pyspark?

I am trying to access the org.apache.hadoop.fs.FileUtil.unTar directly from a pyspark shell. I understand that I can access the underlying virtual machine (via py4j) sc._jvm to do this, but am struggling to actually connect to hdfs (despite my…
undershock
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Running custom Java class in PySpark

I'm trying to run a custom HDFS reader class in PySpark. This class is written in Java and I need to access it from PySpark, either from the shell or with spark-submit. In PySpark, I retrieve the JavaGateway from the SparkContext (sc._gateway). Say…
hmourit
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pyjnius "Class not found" when importing jar file

I'm trying to make pyjnius work with a jar file I built from java application, but I keep getting the "Class not found" error: >>> import os >>> os.environ['CLASSPATH'] = "~/workspace/myapp-Tools/Admin/Console/couchdb/myapp-web.jar" >>> from jnius…
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How to call java from python using PY4J

I want to call java from python with Py4J library, from py4j.java_gateway import JavaGateway gateway = JavaGateway() # connect to the JVM gateway.jvm.java.lang.System.out.println('Hello World!') I've got the following error:…
hmitcs
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Send a Python object to Java using Py4j

I'm trying to extend the example from this tutorial by sending Python objects to Java. While the example code which exchanges String objects between Python and Java works fine, when I try to replace it with my own Python object (Event), an error…
Sudhi Pulla
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Py4JJavaError: An error occurred while calling o1670.collectToPython

I am trying to convert a spark RDD to Pandas DataFrame. I'm using a csv file as an example. The file has 10 Here are the first 3 rows: "Eldon Base for stackable storage shelf, platinum",Muhammed MacIntyre,3,-213.25,38.94,35,Nunavut,Storage &…
ahrooran
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ModuleNotFoundError: No module named 'py4j'

I installed Spark and I am running into problems loading the pyspark module into ipython. I'm getting the following error: ModuleNotFoundError Traceback (most recent call last) in…
Jassim Elakrouch
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How to convert a Java List to a Python list in py4j

I am wondering if it is possible, and if yes how, to convert a JavaList that is received via the Java Gateway in Python to a python list. Or something similar that is a native python type. In the docs of py4j all I can see is converting python…
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py4j: how to launch the java Gateway from Python

I am able to interact with my sample Java program in Python, by opening my Java program and then using the following Python code: from py4j.java_gateway import JavaGateway gg = JavaGateway() sw = gg.entry_point.getInstance() sw.run() ... However…
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