brainglobe / brainglobe/brainglobe-data-api-connectivity
`polars` for data file conversion too
- Dominant language
- Python
- Stars
- 2
- Forks
- 1
- Avg merge
- 3d 13h
- Merged PRs (30d)
- 2
Description
Before #4, `pandas` was our go-to choice for handling the Excel file-formatted data that the connectivity information was given to us in. #2 currently exists to turn this into a proper workflow.
Once we have #2 working and merged (using `pandas`), we should then convert the functions across to use `polars` instead - which we suspect will be faster and also avoids us using two different dataframe libraries.
Contributor guide
Research direction
Start by reading issue #2 and the existing pandas-based workflow referenced there, then review the functions that handle the Excel-formatted connectivity data. This work should wait until #2 is merged; it is done when those functions have been converted to polars without retaining two dataframe libraries.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- pandas, python
- Domain
- data-engineering
- Issue type
- Refactor
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 42/100