Skip to content

Guard deprecated astype copy keyword by pandas version in encode_values_into_bin_idx #48

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
xyf5432 wants to merge 1 commit into
base: master
Choose a base branch
from
Open

Guard deprecated astype copy keyword by pandas version in encode_values_into_bin_idx #48

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
9 changes: 8 additions & 1 deletion DataSynthesizer/datatypes/DateTimeAttribute.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -2,8 +2,12 @@
from typing import Union

import numpy as np
import pandas as pd
from dateutil.parser import parse
from pandas import Series, concat
from packaging.version import Version

PANDAS_VERSION = Version(pd.__version__)

from DataSynthesizer.datatypes.AbstractAttribute import AbstractAttribute
from DataSynthesizer.datatypes.utils.DataType import DataType
Expand Down Expand Up @@ -75,7 +79,10 @@ def encode_values_into_bin_idx(self):
encoded = concat([encoded, self.data], axis=1).iloc[:, 0]

encoded.fillna(len(self.distribution_bins), inplace=True)
return encoded.astype(int, copy=False)
if PANDAS_VERSION < Version("3.0"):
return encoded.astype(int, copy=False)
else:
return encoded.astype(int)

def generate_values_as_candidate_key(self, n):
return np.arange(self.min, self.max, (self.min - self.max) / n)
Expand Down