Add CSV split script #37
Open
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Adds the CSV splitting code.
This script splits a CSV file into multiple files based on unique values in the 'Cluster', 'Type', and 'Indicator' columns. It also cleans and converts data types for specific columns before performing the split.
The script assumes that future CSV's will follow the existing structure; any changes to the CSV would need to be reflected in the script.
@willemarcel this relies locally on a virtualenv, and has some dependencies. As this is a stand-alone script, I'm unsure what the standard protocol for checking this into the main codebase would be.
cc @weiji14