bug: Add catch for military time in CLI #265
Description
Bug Report
CIB Mango Tree version:
v0.9.0
Current behavior:
Currently, the CLI does not format military time values as of type "Time." It is instead listed as type: 'Identifier.'
Expected behavior:
The CLI should format military time types to be of type "Time" when parsing data sets.
Steps to reproduce:
Using this data sheet: https://drive.google.com/file/d/17xfpGmnJsCWZeFyuNKR9zQPZm--zIa0D/view?usp=drive_link, import the set. Be sure to modify the import with comma separators in the CLI, as the dataset is a bit finnicky.
Use the debugger, or include print statements for the "infer_series_semantic" function via the following path: mango-tango-cli/preprocessing/series_semantic.py to see how the data is formatted.
Related code:
Here is the full function being executed for the semantic inference.
def infer_series_semantic(
series: pl.Series, *, threshold: float = 0.8, sample_size=100
):
for semantic in all_semantics:
if semantic.check(series, threshold=threshold, sample_size=sample_size):
return semantic
return None