FeatureRequest: FeatureSet Class for Abstracting Feature columns #360
Description
Feature type
-
Add new functionality
-
Change existing functionality
General description of the proposed functionality
As a step towards supporting a greater collection of imaging feature sets, we should implement abstractions around image feature columns. This will feed into #327 for creating object-oriented patterns for interacting with profile data.
Feature example
Pseudocode:
class FeatureSet:
Attributes:
list [str]: combined_features
list [str]: meta_features
list [str]: single_cell_features
list [str]: image_features
def __init__ (list: feature_list, regex: meta_pattern, regex: single_cell_pattern, regex: image_pattern):
meta_features = regex.find_all(feature_list, meta_pattern)
single_cell_features = regex.find_all(feature_list, single_cell_pattern)
image_features = regex.find_all(image_pattern)
Alternative Solutions
No response
Additional information
No response