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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Py4JJavaError. Can't manipulate an Spark Dataframe

Evening! I'm with the following error in my code and can't understand exactly what should i do to solve it: File "C:\Spark\python\pyspark\sql\dataframe.py", line 804, in count return int(self._jdf.count()) File…
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How do I establish a connection to the PySpark Interpreter using Windows Command Line, Powershell, or Jupyter Notebook?

I am using Windows 11 pro on a 64 bit PC. I have followed instructions to download and set up a Hadoop environment (version 3.3.1) and stored the Winutils.exe file (hadoop-3.0.0 version) in the 'bin' folder, downloaded an equivalent version of Spark…
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Error while connecting snowflake to glue using custom jdbc connector and connection?

I am trying to connect AWS Glue with Snowflake by using JDBC custom connector and connection. However after I have created the connection and run my job and call the toDF() method to convert dynamic frame to Pyspark Dataframe I get the following…
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py4j.protocol.py4jjavaerror: an error occurred while calling o36.load. : java.lang.noclassdeffounderror: scala/$less$colon$less

When I want to read the data from snowflake and mssql systems through using pyspark by creating df, I am getting this error py4j.protocol.Py4JJavaError: An error occurred while calling o36.load. : java.lang.NoClassDefFoundError:…
Akhil
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Unable to run pyspark job on packaged python project

I am trying to run my pyspark script using spark-submit command , but tar file is not being considered . I have used below two commands: 1. spark-submit --archives sample-0.0.1.tar.gz#environment app.py 2. spark-submit --py-files sample-0.0.1.zip…
user3274140
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Extract java.sql.SQLException from execute call in Python - AWS Glue

I am running a AWS Glue job to execute stored procedures in an Oracle database. I want to be able to catch the sql exception when a stored procedure fails. I am using 'from py4j.java_gateway import java_import' to set up the connection and execute…
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How change field of Scala Object via PySpark and py4j?

I have a Scala Object, such as: object Configs { var a = false } I want to change a via pyspark. Maybe like this, from py4j.java_gateway import set_field, java_import set_field(sc._gateway.jvm.Configs(), "a", True) but it throws…
Robin Lin
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Py4JJavaError when calling collect() method on rdd in PySpark

I'm new to PySpark/Spark and using a text file contains just 5 lines of palin text for practicing. Below is the code: text_rdd = sc.textFile(file_path) text_rdd.collect() # This collect() works fine and showing the data text_rdd.flatMap(lambda x:…
SDE
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How to integrate BIRT with Python Django Project by using Py4j

Hi is there anyone who is help me to Integrate BIRT report with Django Projects? or any suggestion for connect third party reporting tools with Django like Crystal or Crystal Clear Report.
Jm Hasan
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py4j.protocol.Py4JJavaError when converting RDD to pyspark dataframe with dbconnect

I am trying to create a new data frame and get an error. I've managed to find the most basic form of code that returns the error: spark.sparkContext.parallelize([('a', 'b')]).toDF().show() I have managed to run this specific code and of course this…
Miel
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why could a print statement in python file causing [Errno 9] Bad file descriptor

Is it possible that one could see a [Errno 9] Bad file descriptor error message caused from a print() statement? I was facing this error at random (sometimes in a row, sometimes it did not occur at all) while running unittests. As soon as I removed…
dataviews
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PySpark mapPartitions resulting in Py4JJavaError

I am trying to run a code which I have not written. The description of the code says that this is a way to convert spark dataframe to a pandas dataframe in a speedy way and was borrowed from here. def to_pandas(df: pyspark.sql.DataFrame,…
deblue
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Unable to start Java Gateway Server on Centos 7

I'm using a library called PyBoof that makes use of py4j. I'm trying to install it on a Centos 7 server but I'm getting an error when starting the Gateway Server. I know there're a lot of issues created for the same problem, but none of the…
CIRCLE
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PySpark - How to update TaskMetrics from Python

I have some data output source which can only be written to by a specific Python API. For that I am (ab)using foreachPartition(writing_func) from PySpark which works pretty well. I wonder if its possible to somehow update the task metrics -…
shay__
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Py4JJavaError: An error occurred while calling o51.transform

I am currently in distress. I am trying to run a spark code to classify pictures with a CNN and for this use the spark-deep-learning packages from Databricks. I followed their tutorial page and managed to upload the pictures, make the train and test…
Raphaël
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