spark submit giving Invalid syntax error message on Windows 10 with Python 2 7 Java 1 8

I’m happy to provide you with a tutorial on how to use spark-submit on Windows 10 with Python 2.7 and Java 1.8. However, please note that Python 2.7 is no longer supported, and it is recommended to use Python 3.x for Apache Spark. Additionally, the instructions provided below might not work with newer versions of Spark or Windows. If you can, consider using a Linux-based system or WSL (Windows Subsystem for Linux) for a smoother experience with Spark.
Here’s a step-by-step tutorial to use spark-submit on Windows 10 with Python 2.7 and Java 1.8, along with a code example:
Prerequisites:
Install Java 1.8:
Install Python 2.7:
Install Apache Spark:
Set Environment Variables:
Ensure Hadoop Binaries (Optional):
Create a Python Script:
Running a Spark Application:
Assuming you have a Python script named my_spark_app.py that you want to run with spark-submit, follow these steps:
Open Command Prompt or PowerShell.
Navigate to the directory where your Python script is located.
Run the following spark-submit command to execute your Python script:
Troubleshooting Invalid Syntax Error:
If you encounter an “Invalid syntax” error, ensure the following:
Check your Python script for syntax errors or missing dependencies. Python 2.7 has specific syntax requirements that may differ from Python 3.
Make sure you are using Python 2.7-compatible code in your script.
Confirm that your Python 2.7 and Spark installations are properly configured and their directories are included in the system’s PATH.
Double-check that the Java 1.8 environment is set up correctly.
Verify that you are using the correct spark-submit command.
If you still encounter issues, it’s strongly recommended to migrate to Python 3 and use a newer version of Spark, as both Python 2.7 and older versions of Spark are no longer actively maintained and may not be suitable for production use.
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