PySpark Error while saving file- 'Py4JJavaError: An error occurred while calling o31 parquet'

From failure to find a solution online that address this particular issue, I made this video to help every other person out there that might be having issues saving file (regardless of the file type) with pyspark, which is a problem realized to be with the recent ApacheSpark release (ApacheSpark 3.3.0 with package type Pre-built for Apache Hadoop 3.3 and later).
I have explained and showed how I was able to resolve this Py4JJavaError and hope you would find this helpful.
Please let me know in the comment section if it helps.
Happy coding.

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[tobiajao]

Thank you so much for this. Worked for me.
Additional tip for anyone having java.lang.UnsatisfiedLink error like I had after following the steps:

1. Make sure your winutils and hadoop.dll version is exactly same as hadoop version. 2.7.1 for 2.7.1, 2.7.3 for 2.7.3 etc.
2. After putting this in hadoop/bin folder, also put the winutils in windows/system32 and delete hadoop.dll from windows/system32.
3. Make sure your java directory in the environment path does not contain space. /Program Files/java/jdk.. can be rewritten as /Progra~1/java/jdk...

[m.shiqofilla]

Sir, the pre built for apache hadoop 2.7 is not available anymore in the website, what should we do?

[ici]

Bro, you are a life saver. Thanks a lot.

[lokeshbisen]

Thank you so much. I did the same and my issue got resolved.

[mortifydflesh]

You're a very bad boy! This your video help me gann!!! I appreciate you baba

[akshay_code_ai]

Really helpful for me. I resolved my same problem.

[yoursearchhere]

you not showed problem resolved or not, by this technique

[antonietakuz]

excelente con tu video resolvi el problema, muchas gracias @delelinus2129
saludos desde Argentina