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Fix the bug of utils.py when one participant have multi timezones

pull/130/head
Meng Li 2021-03-31 19:34:14 -04:00
parent 136dfef56b
commit 1ea5b74eff
1 changed files with 2 additions and 2 deletions
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4
src/features/utils/utils.py
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@ -81,10 +81,10 @@ def chunk_episodes(sensor_episodes):
# Compute datetime
merged_sensor_episodes["local_start_date_time"] = pd.to_datetime(merged_sensor_episodes["start_timestamp"], unit="ms", utc=True)
merged_sensor_episodes["local_start_date_time"] = pd.concat([data["local_start_date_time"].dt.tz_convert(tz) for tz, data in merged_sensor_episodes.groupby("local_timezone")]).dt.tz_localize(None).apply(lambda x: x.replace(microsecond=0))
merged_sensor_episodes["local_start_date_time"] = pd.concat([data["local_start_date_time"].dt.tz_convert(tz) for tz, data in merged_sensor_episodes.groupby("local_timezone")])
merged_sensor_episodes["local_end_date_time"] = pd.to_datetime(merged_sensor_episodes["end_timestamp"], unit="ms", utc=True)
merged_sensor_episodes["local_end_date_time"] = pd.concat([data["local_end_date_time"].dt.tz_convert(tz) for tz, data in merged_sensor_episodes.groupby("local_timezone")]).dt.tz_localize(None).apply(lambda x: x.replace(microsecond=0))
merged_sensor_episodes["local_end_date_time"] = pd.concat([data["local_end_date_time"].dt.tz_convert(tz) for tz, data in merged_sensor_episodes.groupby("local_timezone")])
return merged_sensor_episodes