Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Running into heap out of memory issues reading a 25 mb parquet files. #57

Open
PulkitChadhaAdobe opened this issue Dec 3, 2020 · 3 comments

Comments

@PulkitChadhaAdobe
Copy link

Hi All.

I intend to read parquet files up to 1GB in size but I'm hitting heap out of memory reading a 25 MB parquet files with 6 columns. I'm not able to find a read buffer method. Is there any other alternative to be able to read large Parquet files?

Thanks,
Pulkit

@SeanBarry
Copy link

Hi there, did you ever manage to solve this issue? I'm facing a similar issue and struggling to work out how to consume larger files.

@PulkitChadhaAdobe
Copy link
Author

Hey Sean, we have not gotten a workaround yet. We ended up writing a Python function using pyarrow to convert parquet into JSON. I don't like the duck-tape solution but atleast it unblocked our project. I'm interested to know what you have learned while trying to fix this issue at your end.

@SeanBarry
Copy link

Hey, thanks for the reply. Ha, funnily enough we are doing the exact same thing. I'm spinning up a python script using node's 'child_process' module to ingest the parquet file. It's considerably faster!

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

2 participants