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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Why can't PySpark find py4j.java_gateway?

I installed Spark, ran the sbt assembly, and can open bin/pyspark with no problem. However, I am running into problems loading the pyspark module into ipython. I'm getting the following error: In [1]: import…
user592419
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How to add third-party Java JAR files for use in PySpark

I have some third-party database client libraries in Java. I want to access them through java_gateway.py E.g.: to make the client class (not a JDBC driver!) available to the Python client via the Java gateway: java_import(gateway.jvm,…
WestCoastProjects
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how to hide "py4j.java_gateway:Received command c on object id p0"?

Once logging is started in INFO level I keep getting bunch of py4j.java_gateway:Received command c on object id p0 on your logs. How can I hide it?
Hanan Shteingart
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findspark.init() IndexError: list index out of range error

When running the following in a Python 3.5 Jupyter environment I get the error below. Any ideas on what is causing it? import findspark findspark.init() Error: IndexError Traceback (most recent call last)…
tjb305
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How to add a SparkListener from pySpark in Python?

I want to create a Jupyter/IPython extension to monitor Apache Spark Jobs. Spark provides a REST API. However instead of polling the server, I want the event updates to be sent through callbacks. I am trying to register a SparkListener with the…
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Pyspark Error: "Py4JJavaError: An error occurred while calling o655.count." when calling count() method on dataframe

I'm new to Spark and I'm using Pyspark 2.3.1 to read in a csv file into a dataframe. I'm able to read in the file and print values in a Jupyter notebook running within an anaconda environment. This is the code I'm using: # Start session spark =…
Kaushik
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py4j.protocol.Py4JJavaError occurred while calling z:org.apache.spark.api.python.PythonRDD.collectAndServe

I installed apache-spark and pyspark on my machine (Ubuntu), and in Pycharm, I also updated the environment variables (e.g. spark_home, pyspark_python). I'm trying to do: import os, sys os.environ['SPARK_HOME'] =…
Saeid SOHEILY KHAH
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Pyspark py4j PickleException: "expected zero arguments for construction of ClassDict"

This question is directed towards persons familiar with py4j - and can help to resolve a pickling error. I am trying to add a method to the pyspark PythonMLLibAPI that accepts an RDD of a namedtuple, does some work, and returns a result in the form…
WestCoastProjects
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Simplest example with py4J

I installed py4J using pip on my conda virtual environment in Python. I wrote a super simple example AdditionApplication.java to test py4J, but it fails to compile, i.e. javac AdditionApplication.java fails complaining that GatewayServer is not…
Amelio Vazquez-Reina
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Pyspark ERROR:py4j.java_gateway:An error occurred while trying to connect to the Java server (127.0.0.1:50532)

Hello I was working with Pyspark, implementing a sentiment analysis project using ML package for the first time. The code was working good but suddenly it becomes showing the error mentioned above: ERROR:py4j.java_gateway:An error occurred while…
jowwel93
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How to use a PySpark UDF in a Scala Spark project?

Several people (1, 2, 3) have discussed using a Scala UDF in a PySpark application, usually for performance reasons. I am interested in the opposite - using a python UDF in a Scala Spark project. I am particularly interested in building a model…
turtlemonvh
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Implement a java UDF and call it from pyspark

I need to create a UDF to be used in pyspark python which uses a java object for its internal calculations. If it were a simple python I would do something like: def f(x): return 7 fudf =…
Assaf Mendelson
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ERROR: Unable to find py4j, your SPARK_HOME may not be configured correctly

I'm unable to run below import in Jupyter notebook. findspark.init('home/ubuntu/spark-3.0.0-bin-hadoop3.2') Getting this following error: …
Sushmita098
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How to run arbitrary / DDL SQL statements or stored procedures using AWS Glue

Is it possible to execute arbitrary SQL commands like ALTER TABLE from AWS Glue python job? I know I can use it to read data from tables but is there a way to execute other database specific commands? I need to ingest data into a target database and…
mishkin
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py4j - How would I go about on calling a python method in java

I've recently discovered py4j and was able to call static java methods from python. Now I want to call python methods from java. I couldn't find much documentation so this is the last place I can think of that might tell me if it's possible, and…
Limnic
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