Python pandas OSError: [Errno 22] Invalid argument
Today in this article, we will cover below aspects,
Issue Description
Python Pandas CSV to JSON or JSON to CSV conversion causes below error,
OSError: [Errno 22] Invalid argument
Below is the sample code to reproduce the error,
import pandas as pd
df = pd.read_csv (r'gs://test-bucket-13/Input/Adress.csv')
df.to_json (r'gs://test-bucket-13/output/temp/adress.json')
Resolution
There could be multiple other issue causing this incompatibility.
Recently I got this error in the GCP cloud while using Pandas library to converting the data CSV to JSON format.
This issue may also be caused while using a large size of the file for conversion using the panda’s library. For me, the issue occurred for the 20Kb file size as well. So I am assuming it’s important that other related packages are also compatible with the panda’s library version used.
I was able to resolve the issue simply by using below upgrade command,
pip3 install --upgrade pandas
If you get any issue even with the above fix, Please use few below steps to resolve the issue,
- Please try to use the requirements.txt or setup.py file and specify the latest available pandas package.
- Alternatively closing and opening the project could be helpful to reinstall any missing packages.
Did I miss anything else in these resolution steps?
Did the above steps resolve your issue? Please sound off your comments below!
Happy Coding !!
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