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

Safer Dynamic Typing? #1049

Open
adelriosantiago opened this issue Apr 19, 2024 · 0 comments
Open

Safer Dynamic Typing? #1049

adelriosantiago opened this issue Apr 19, 2024 · 0 comments

Comments

@adelriosantiago
Copy link

I was wondering if it is possible to have a behavior like Dynamic Typing that performs the transformation from string to other data types only if the entire row can be converted to this data type.

Reasoning:

The following TSV:
image

Will be converted to:
image

However, this now has 2 different datatypes for a single column, which can cause issues in further pipeline steps, this is not easy to see specially if the dataset is huge.

Is there a way to Dynamic Typing only if the entire column can be converted to such datatype? Otherwise, is there a way to see what datatypes a column has?

@adelriosantiago adelriosantiago changed the title Safer DynamicTyping? Safer Dynamic Typing? Apr 19, 2024
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

1 participant