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Add exception for screen feature extraction

pull/95/head
Meng Li 2020-06-12 13:28:41 -04:00
parent 327b43b4e9
commit 48591a4bd3
1 changed files with 6 additions and 1 deletions
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5
src/features/screen/screen_base.py
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@ -9,7 +9,12 @@ def getEpisodeDurationFeatures(screen_data, day_segment, episode, features, phon
duration_helper = pd.concat([duration_helper, screen_data_episode[["time_diff"]].groupby(["local_start_date"]).count().rename(columns = {"time_diff": "screen_" + day_segment + "_countepisode" + episode})], axis = 1) duration_helper = pd.concat([duration_helper, screen_data_episode[["time_diff"]].groupby(["local_start_date"]).count().rename(columns = {"time_diff": "screen_" + day_segment + "_countepisode" + episode})], axis = 1)
if "episodepersensedminutes" in features: if "episodepersensedminutes" in features:
for date, row in screen_data_episode[["time_diff"]].groupby(["local_start_date"]).count().iterrows(): for date, row in screen_data_episode[["time_diff"]].groupby(["local_start_date"]).count().iterrows():
try:
sensed_minutes = phone_sensed_bins.loc[date, :].sum() * bin_size sensed_minutes = phone_sensed_bins.loc[date, :].sum() * bin_size
except:
raise ValueError("You need to include the screen sensor in the list for phone_sensed_bins.")
episode_per_sensedminutes = row["time_diff"] / (1 if sensed_minutes == 0 else sensed_minutes) episode_per_sensedminutes = row["time_diff"] / (1 if sensed_minutes == 0 else sensed_minutes)
duration_helper.loc[date, "screen_" + day_segment + "_episodepersensedminutes" + episode] = episode_per_sensedminutes duration_helper.loc[date, "screen_" + day_segment + "_episodepersensedminutes" + episode] = episode_per_sensedminutes
if "sumduration" in features: if "sumduration" in features: