Pandas FutureWarnings are disrupting tqdm progress bars

[srinify]

Environment Details

When calling some functions in SDV like synthesizer.sample_remaining_columns(), the tqdm progress bar doesn't progress in-line. Instead, each update to the progress bar results in the display of a FutureWarning from pandas around the soon-to-be-deprecated fillna() function.

Untitled.mov

• RDT version: 1.11.0

Proposed Solution

After a quick discussion with Neha, we should update the code to move away from these functions (not just suppress the warnings). We only use this function in a few places (4) in the RDT codebase:

https://github.com/search?q=repo%3Asdv-dev%2FRDT%20fillna&type=code