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As a user, it would be useful if I could provide my datetime value as a string for the ScalarInequality and ScalarRange constraints. The synthetic data in the end should also match the same format as the input data.
Expected behavior
Enforce that string values are used to define datetimes for the value parameter of the ScalarInequality constraint and the low_value and high_value parameters of the ScalarRange constraints.
Enforce that the data after reverse_transform is in the same datetime format as the data that was fitted.
Investigate the log warning that sometimes occurs when there are null values in the datetime column.
Additional context
For the warning, investigate the cause. If it is a simple fix, implement in this issue, otherwise file another issue.
The text was updated successfully, but these errors were encountered:
amontanez24
changed the title
Imporive datetime handling in ScalarInequality and ScalarRange constraints
Improve datetime handling in ScalarInequality and ScalarRange constraints
May 24, 2022
Problem Description
As a user, it would be useful if I could provide my datetime value as a string for the
ScalarInequality
andScalarRange
constraints. The synthetic data in the end should also match the same format as the input data.Expected behavior
value
parameter of theScalarInequality
constraint and thelow_value
andhigh_value
parameters of theScalarRange
constraints.reverse_transform
is in the same datetime format as the data that was fitted.Additional context
The text was updated successfully, but these errors were encountered: