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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Unable to pass class object to PySpark UDF

I am trying to pass a custom Python class object to a UDF in PySpark. I do not want a new instance of the object created for every row that it processes since it needs to make an expensive API call to get a secret key. My thinking is to first make…
Deem
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How to get the nested stack trace of nested Py4JJavaError.java_exception

I am using pyspark and when a task failure occurs such as jdbc ConnectionReset in a task that retries 4 times and then the stage fails and then the job fails with SparkException. Looking at the stack trace I will see a SparkException listed and with…
vfrank66
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py4j.protocol.Py4JNetworkError: Answer from Java side is empty while trying to execute df.show(5)

I'm a newbie in PySpark and I got stuck at one point. Here I'm trying to do an analysis of the Twitter data dump in Parquet files through PySpark. I'm trying to read a parquet file in Pyspark on Google CoLab and it works fine up until I try to run…
Subhransu Nanda
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Load SparkSQL dataframe into Postgres database with automatically defined schema

I am currently trying to load a Parquet file into a Postgres database. The Parquet file has schema defined already, and I want that schema to carry over onto a Postgres table. I have not defined any schema or table in Postgres. But I want the…
luminare
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Passing an Array of doubles from Java to Python using Py4J

I want to send arrays of doubles (or floats) from Java to Python using Py4J. But it can't seem to be working. Here is my MWE on the Java side. The primary program public class TheExample { private double sq[]; public double…
fajar
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Using pathlib.Path with spark.read.parquet

Is it possible to use pathlib.Path objects with spark.read.parquet and other pyspark.sql.DataFrameReader methods? It doesn't work by default: >>> from pathlib import Path >>> basedir = Path("/data") >>> spark.read.parquet(basedir /…
ei-grad
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Creating pyspark's spark context py4j java gateway object

I am trying to convert a java dataframe to a pyspark dataframe. For this I am creating a dataframe(or dataset of Row) in java process and starting a py4j.GatewayServer server process on java side. Then on python side I am creating a…
Aditya
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Can a single JVM gateway process control multiple py4j processes/instances?

Python has its GIL and is ever and anon single-threaded. On the other hand there is no clear reason why a single JVM instance could not hand off the Gateway responsibilities to each of N threads - each one handling a separate the socket…
WestCoastProjects
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Is there a way to typecast interface using Jpype?

I am trying to call Java code from Python using Jpype and trying to implement Interface using JProxy for callbacks. It is giving me error that "TypeError: Cannot create Java interface instances" If i try to cast it e.g. proxy =…
Aditya
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Py4JError: An error occurred while calling o230.and

Can anyone help with this error? I'm programming in Pyspark, and I'm trying to calculate a certain deviation with the following code: Result = data.select(count(((coalesce(data["pred"], lit(0)))!=0 & (coalesce(data["val"],lit(0)) !=0 &…
Johanna
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Why do I get py4j error in Pyspark when using the 'count' function

I'm trying to run a simple code in pyspark but I'm getting py4j error. from pyspark import SparkContext logFile = "file:///home/hadoop/spark-2.1.0-bin-hadoop2.7/README.md" sc = SparkContext("local", "word count") logData =…
N. Rad
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py4j.protocol.Py4JJavaError java.lang.NoSuchFieldError: JAVA_9

I am trying to execute spark-submit locally, spark-submit --master local --executor-cores 1 --queue default --deploy-mode client test.py but getting error py4j.protocol.Py4JJavaError: An error occurred while…
user9040429
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while trying to convert a string to date : An error occurred while calling o140.showString ; could not parse at index 0?

i have a column date in the format 1/1/15 (month / day / year) without leading zeros and 15 instead of 2015. i tried data = data.withColumn('date' , to_date(unix_timestamp(data['date'], 'MM-dd-yyyy').cast("timestamp")))…
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Pyspark error : py4j.protocol.Py4JNetworkError: Answer from Java side is empty

I'm using Python 3.6.7 and Pyspark 2.3.0 and spark 2.3.0 on a jupyter notebook to extract tweets from kafka and process them using spark streaming. On the running the following code : import os os.environ['PYSPARK_SUBMIT_ARGS'] = '--packages…
Bharathi A
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No attribute error passing broadcast variable from PySpark to Java function

I have a java class registered in PySpark, and Im trying to pass a Broadcast variable from PySpark to a method in this class. Like so: from py4j.java_gateway import java_import java_import(spark.sparkContext._jvm,…
Dexter
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