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conditional duplicate remove, to prevent warnings #307

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conditional duplicate remove, to prevent warnings #307

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9 changes: 5 additions & 4 deletions kats/consts.py
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Original file line number Diff line number Diff line change
Expand Up @@ -272,10 +272,11 @@ def __init__( # noqa C901
tz_nonexistent=tz_nonexistent,
)
# drop duplicate time stamps
df = df.drop_duplicates(subset=[self.time_col_name], keep="first")
logging.warning(
"Drop duplicates in the time series if timestamps are identical."
)
if len(df[self.time_col_name].unique())!= len(df[self.time_col_name]):
df = df.drop_duplicates(subset=[self.time_col_name], keep="first")
logging.warning(
"Drop duplicates in the time series if timestamps are identical."
)

# Sort by time
df = self._sort_by_time(sort_by_time=sort_by_time, df=df)
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