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⚡️ fix pandas warning #13

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Merged
BaptisteDE merged 1 commit into from
Jan 23, 2025
Merged

⚡️ fix pandas warning #13

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8 changes: 5 additions & 3 deletions tide/base.py
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Original file line number Diff line number Diff line change
Expand Up @@ -218,14 +218,16 @@ def get_gaps_dict_to_fill(self, X: pd.Series | pd.DataFrame):

def get_gaps_mask(self, X: pd.Series | pd.DataFrame):
gaps_dict = self.get_gaps_dict_to_fill(X)
df_mask = pd.DataFrame(index=X.index)
mask_data = {}

for col, idx_list in gaps_dict.items():
if idx_list:
combined_idx = pd.concat([idx.to_series() for idx in idx_list]).index
df_mask[col] = X.index.isin(combined_idx)
mask_data[col] = X.index.isin(combined_idx)
else:
df_mask[col] = np.zeros_like(X.shape[0]).astype(bool)
mask_data[col] = np.zeros(X.shape[0], dtype=bool)

df_mask = pd.DataFrame(mask_data, index=X.index)
return df_mask


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