New testing and bug fix for conversation features
parent
fec27db04f
commit
d4c56642c7
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@ -11,8 +11,9 @@ def rapids_features(conversation_data, day_segment, provider, filter_data_by_seg
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# name of the features this function can compute
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# name of the features this function can compute
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base_features_names = ["minutessilence", "minutesnoise", "minutesvoice", "minutesunknown","sumconversationduration","avgconversationduration",
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base_features_names = ["minutessilence", "minutesnoise", "minutesvoice", "minutesunknown","sumconversationduration","avgconversationduration",
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"sdconversationduration","minconversationduration","maxconversationduration","timefirstconversation","timelastconversation","sumenergy",
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"sdconversationduration","minconversationduration","maxconversationduration","timefirstconversation","timelastconversation","noisesumenergy",
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"avgenergy","sdenergy","minenergy","maxenergy","silencesensedfraction","noisesensedfraction",
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"noiseavgenergy","noisesdenergy","noiseminenergy","noisemaxenergy","voicesumenergy",
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"voiceavgenergy","voicesdenergy","voiceminenergy","voicemaxenergy","silencesensedfraction","noisesensedfraction",
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"voicesensedfraction","unknownsensedfraction","silenceexpectedfraction","noiseexpectedfraction","voiceexpectedfraction",
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"voicesensedfraction","unknownsensedfraction","silenceexpectedfraction","noiseexpectedfraction","voiceexpectedfraction",
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"unknownexpectedfraction","countconversation"]
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"unknownexpectedfraction","countconversation"]
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@ -107,20 +108,35 @@ def rapids_features(conversation_data, day_segment, provider, filter_data_by_seg
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else:
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else:
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conversation_features["conversation_rapids" + "_timelastconversation"] = np.nan
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conversation_features["conversation_rapids" + "_timelastconversation"] = np.nan
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if "sumenergy" in features_to_compute:
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if "noisesumenergy" in features_to_compute:
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conversation_features["conversation_rapids" + "_sumenergy"] = conversation_data.groupby(["local_segment"])["double_energy"].sum()
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conversation_features["conversation_rapids" + "_noisesumenergy"] = conversation_data[conversation_data['inference']==1].groupby(["local_segment"])["double_energy"].sum()
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if "avgenergy" in features_to_compute:
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if "noiseavgenergy" in features_to_compute:
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conversation_features["conversation_rapids" + "_avgenergy"] = conversation_data.groupby(["local_segment"])["double_energy"].mean()
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conversation_features["conversation_rapids" + "_noiseavgenergy"] = conversation_data[conversation_data['inference']==1].groupby(["local_segment"])["double_energy"].mean()
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if "sdenergy" in features_to_compute:
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if "noisesdenergy" in features_to_compute:
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conversation_features["conversation_rapids" + "_sdenergy"] = conversation_data.groupby(["local_segment"])["double_energy"].std()
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conversation_features["conversation_rapids" + "_noisesdenergy"] = conversation_data[conversation_data['inference']==1].groupby(["local_segment"])["double_energy"].std()
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if "minenergy" in features_to_compute:
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if "noiseminenergy" in features_to_compute:
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conversation_features["conversation_rapids" + "_minenergy"] = conversation_data.groupby(["local_segment"])["double_energy"].min()
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conversation_features["conversation_rapids" + "_noiseminenergy"] = conversation_data[conversation_data['inference']==1].groupby(["local_segment"])["double_energy"].min()
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if "maxenergy" in features_to_compute:
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if "noisemaxenergy" in features_to_compute:
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conversation_features["conversation_rapids" + "_maxenergy"] = conversation_data.groupby(["local_segment"])["double_energy"].max()
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conversation_features["conversation_rapids" + "_noisemaxenergy"] = conversation_data[conversation_data['inference']==1].groupby(["local_segment"])["double_energy"].max()
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if "voicesumenergy" in features_to_compute:
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conversation_features["conversation_rapids" + "_voicesumenergy"] = conversation_data[conversation_data['inference']==2].groupby(["local_segment"])["double_energy"].sum()
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if "voiceavgenergy" in features_to_compute:
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conversation_features["conversation_rapids" + "_voiceavgenergy"] = conversation_data[conversation_data['inference']==2].groupby(["local_segment"])["double_energy"].mean()
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if "voicesdenergy" in features_to_compute:
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conversation_features["conversation_rapids" + "_voicesdenergy"] = conversation_data[conversation_data['inference']==2].groupby(["local_segment"])["double_energy"].std()
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if "voiceminenergy" in features_to_compute:
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conversation_features["conversation_rapids" + "_voiceminenergy"] = conversation_data[conversation_data['inference']==2].groupby(["local_segment"])["double_energy"].min()
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if "voicemaxenergy" in features_to_compute:
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conversation_features["conversation_rapids" + "_voicemaxenergy"] = conversation_data[conversation_data['inference']==2].groupby(["local_segment"])["double_energy"].max()
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conversation_features = conversation_features.reset_index()
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conversation_features = conversation_features.reset_index()
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@ -76,6 +76,17 @@ for provider in config["WIFI"]["PROVIDERS"].keys():
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files_to_compute.extend(expand("data/interim/{pid}/{sensor_key}_features/{sensor_key}_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["WIFI"]["PROVIDERS"][provider]["SRC_LANGUAGE"], provider_key=provider, sensor_key="WIFI".lower()))
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files_to_compute.extend(expand("data/interim/{pid}/{sensor_key}_features/{sensor_key}_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["WIFI"]["PROVIDERS"][provider]["SRC_LANGUAGE"], provider_key=provider, sensor_key="WIFI".lower()))
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files_to_compute.extend(expand("data/processed/features/{pid}/{sensor_key}.csv", pid=config["PIDS"], sensor_key="WIFI".lower()))
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files_to_compute.extend(expand("data/processed/features/{pid}/{sensor_key}.csv", pid=config["PIDS"], sensor_key="WIFI".lower()))
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for provider in config["CONVERSATION"]["PROVIDERS"].keys():
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if config["CONVERSATION"]["PROVIDERS"][provider]["COMPUTE"]:
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pids_android = list(filter(lambda pid: infer_participant_platform("data/external/" + pid) == "android", config["PIDS"]))
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pids_ios = list(filter(lambda pid: infer_participant_platform("data/external/" + pid) == "ios", config["PIDS"]))
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for pids,table in zip([pids_android, pids_ios], [config["CONVERSATION"]["DB_TABLE"]["ANDROID"], config["CONVERSATION"]["DB_TABLE"]["IOS"]]):
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files_to_compute.extend(expand("data/raw/{pid}/{sensor}_raw.csv", pid=pids, sensor=table))
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files_to_compute.extend(expand("data/raw/{pid}/{sensor}_with_datetime.csv", pid=pids, sensor=table))
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files_to_compute.extend(expand("data/raw/{pid}/{sensor}_with_datetime_unified.csv", pid=pids, sensor=table))
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files_to_compute.extend(expand("data/interim/{pid}/{sensor_key}_features/{sensor_key}_{language}_{provider_key}.csv", pid=config["PIDS"], language=config["CONVERSATION"]["PROVIDERS"][provider]["SRC_LANGUAGE"], provider_key=provider, sensor_key="CONVERSATION".lower()))
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files_to_compute.extend(expand("data/processed/features/{pid}/{sensor_key}.csv", pid=config["PIDS"], sensor_key="CONVERSATION".lower()))
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rule all:
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rule all:
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input:
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input:
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files_to_compute
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files_to_compute
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@ -0,0 +1,11 @@
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"local_segment","local_segment_label","local_start_date","local_start_time","local_end_date","local_end_time","conversation_rapids_minutessilence","conversation_rapids_minutesnoise","conversation_rapids_minutesvoice","conversation_rapids_minutesunknown","conversation_rapids_countconversation","conversation_rapids_silencesensedfraction","conversation_rapids_noisesensedfraction","conversation_rapids_voicesensedfraction","conversation_rapids_unknownsensedfraction","conversation_rapids_silenceexpectedfraction","conversation_rapids_noiseexpectedfraction","conversation_rapids_voiceexpectedfraction","conversation_rapids_unknownexpectedfraction","conversation_rapids_sumconversationduration","conversation_rapids_avgconversationduration","conversation_rapids_sdconversationduration","conversation_rapids_minconversationduration","conversation_rapids_maxconversationduration","conversation_rapids_timefirstconversation","conversation_rapids_timelastconversation","conversation_rapids_noisesumenergy","conversation_rapids_noiseavgenergy","conversation_rapids_noisesdenergy","conversation_rapids_noiseminenergy","conversation_rapids_noisemaxenergy","conversation_rapids_voicesumenergy","conversation_rapids_voiceavgenergy","conversation_rapids_voicesdenergy","conversation_rapids_voiceminenergy","conversation_rapids_voicemaxenergy"
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"afternoon#2020-07-07#12:00:00#2020-07-07#17:59:59","afternoon","2020-07-07","12:00:00","2020-07-07","17:59:59",2.13333333333333,27.4166666666667,8.26666666666667,1.8,5,0.0538493899873791,0.692048801009676,0.208666386201094,0.0454354228018511,0.00592592592592593,0.0761574074074074,0.022962962962963,0.005,12.4379500031471,2.48759000062943,0.869095100149537,1.7806666692098,3.96938333511353,733,1038,9942436,6044.03404255319,3481.15148889292,15,11997,1506807,3037.91733870968,1754.92051540106,5,5998
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"afternoon#2020-07-08#12:00:00#2020-07-08#17:59:59","afternoon","2020-07-08","12:00:00","2020-07-08","17:59:59",0.65,8.88333333333333,2.43333333333333,0.616666666666667,3,0.0516556291390728,0.705960264900662,0.193377483443709,0.0490066225165563,0.00180555555555556,0.0246759259259259,0.00675925925925926,0.00171296296296296,10.9306666652362,3.64355555507872,2.86167904998861,0.340166664123535,5.36541666984558,725,1079,3300159,6191.66791744841,3457.36750549971,32,11994,434210,2974.04109589041,1728.00992524573,26,5965
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"daily#2020-07-07#00:00:00#2020-07-07#23:59:59","daily","2020-07-07","00:00:00","2020-07-07","23:59:59",3.7,50.6333333333333,15.0666666666667,3.68333333333333,14,0.0506271379703535,0.692816419612315,0.206157354618016,0.0503990877993159,0.0102777777777778,0.140648148148148,0.0418518518518518,0.0102314814814815,32.6724333286285,2.33374523775918,2.37483782469835,0.718016664187113,10.0464333335559,73,1436,18439355,6069.57044107966,3468.92936877742,13,11997,2734745,3025.16039823009,1740.00534289166,5,5998
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"daily#2020-07-08#00:00:00#2020-07-08#23:59:59","daily","2020-07-08","00:00:00","2020-07-08","23:59:59",2.65,35.6833333333333,9.35,2.55,9,0.0527538155275382,0.710351692103517,0.186131386861314,0.0507631055076311,0.00736111111111111,0.0991203703703704,0.0259722222222222,0.00708333333333333,34.3204833308856,3.81338703676506,4.31994487064644,0.290083332856496,14.2620333313942,77,1079,12899840,6025.14712751051,3479.79867896124,21,11994,1772024,3158.688057041,1734.43700437943,15,5983
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"evening#2020-07-07#18:00:00#2020-07-07#23:59:59","evening","2020-07-07","18:00:00","2020-07-07","23:59:59",0.366666666666667,4.65,1.51666666666667,0.416666666666667,3,0.052757793764988,0.669064748201439,0.218225419664269,0.0599520383693046,0.00101851851851852,0.0129166666666667,0.00421296296296296,0.00115740740740741,4.88070000012716,1.62690000004239,0.447887881340764,1.35104999939601,2.14368333419164,1204,1436,1653662,5927.10394265233,3410.01360257296,117,11997,288277,3167.87912087912,1716.97773773935,116,5961
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"evening#2020-07-08#18:00:00#2020-07-08#23:59:59","evening","2020-07-08","18:00:00","2020-07-08","23:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,NA,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.000277777777777778,0.00583333333333333,0.00199074074074074,0.000185185185185185,0,NA,NA,NA,0,NA,NA,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791
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"morning#2020-07-07#06:00:00#2020-07-07#11:59:59","morning","2020-07-07","06:00:00","2020-07-07","11:59:59",0.5,8.26666666666667,2.43333333333333,0.65,4,0.0421940928270042,0.69760900140647,0.205344585091421,0.0548523206751055,0.00138888888888889,0.022962962962963,0.00675925925925926,0.00180555555555556,4.58933332761129,1.14733333190282,0.42892803694051,0.749316664536794,1.66509999831518,392,656,3018217,6085.11491935484,3372.11073498322,13,11985,439819,3012.45890410959,1708.97915132947,18,5974
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"morning#2020-07-08#06:00:00#2020-07-08#11:59:59","morning","2020-07-08","06:00:00","2020-07-08","11:59:59",0.816666666666667,8.96666666666667,2.48333333333333,0.566666666666667,3,0.0636363636363636,0.698701298701299,0.193506493506494,0.0441558441558441,0.00226851851851852,0.0249074074074074,0.00689814814814815,0.00157407407407407,5.44793333212535,1.81597777737512,1.32280782143747,0.290083332856496,2.63854999939601,481,719,3328403,6186.62267657993,3507.24281146226,21,11986,484712,3253.10067114094,1731.83020181106,39,5972
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"night#2020-07-07#00:00:00#2020-07-07#05:59:59","night","2020-07-07","00:00:00","2020-07-07","05:59:59",0.7,10.3,2.85,0.816666666666667,2,0.0477272727272727,0.702272727272727,0.194318181818182,0.0556818181818182,0.00194444444444444,0.0286111111111111,0.00791666666666667,0.00226851851851852,10.764449997743,5.38222499887148,6.59618668464427,0.718016664187113,10.0464333335559,73,359,3825040,6189.38511326861,3543.18152922148,31,11976,499842,2923.05263157895,1743.75373754829,54,5982
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"night#2020-07-08#00:00:00#2020-07-08#05:59:59","night","2020-07-08","00:00:00","2020-07-08","05:59:59",1.08333333333333,15.7333333333333,3.71666666666667,1.3,3,0.049618320610687,0.720610687022901,0.170229007633588,0.0595419847328244,0.00300925925925926,0.0437037037037037,0.0103240740740741,0.00361111111111111,17.9418833335241,5.98062777784136,7.18578728163615,1.39351666768392,14.2620333313942,77,359,5533379,5861.63029661017,3459.01595983081,49,11981,714837,3205.54708520179,1752.09560659939,15,5983
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@ -0,0 +1,11 @@
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"local_segment","local_segment_label","local_start_date","local_start_time","local_end_date","local_end_time","conversation_rapids_minutessilence","conversation_rapids_minutesnoise","conversation_rapids_minutesvoice","conversation_rapids_minutesunknown","conversation_rapids_countconversation","conversation_rapids_silencesensedfraction","conversation_rapids_noisesensedfraction","conversation_rapids_voicesensedfraction","conversation_rapids_unknownsensedfraction","conversation_rapids_silenceexpectedfraction","conversation_rapids_noiseexpectedfraction","conversation_rapids_voiceexpectedfraction","conversation_rapids_unknownexpectedfraction","conversation_rapids_sumconversationduration","conversation_rapids_avgconversationduration","conversation_rapids_sdconversationduration","conversation_rapids_minconversationduration","conversation_rapids_maxconversationduration","conversation_rapids_timefirstconversation","conversation_rapids_timelastconversation","conversation_rapids_noisesumenergy","conversation_rapids_noiseavgenergy","conversation_rapids_noisesdenergy","conversation_rapids_noiseminenergy","conversation_rapids_noisemaxenergy","conversation_rapids_voicesumenergy","conversation_rapids_voiceavgenergy","conversation_rapids_voicesdenergy","conversation_rapids_voiceminenergy","conversation_rapids_voicemaxenergy"
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"afternoon#2020-07-07#12:00:00#2020-07-07#17:59:59","afternoon","2020-07-07","12:00:00","2020-07-07","17:59:59",2.13333333333333,27.4166666666667,8.26666666666667,1.8,5,0.0538493899873791,0.692048801009676,0.208666386201094,0.0454354228018511,0.00592592592592593,0.0761574074074074,0.022962962962963,0.005,12.4166666666667,2.48333333333333,0.870105357605235,1.78333333333333,3.96666666666667,733,1038,9942436,6044.03404255319,3481.15148889292,15,11997,1506807,3037.91733870968,1754.92051540106,5,5998
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"afternoon#2020-07-08#12:00:00#2020-07-08#17:59:59","afternoon","2020-07-08","12:00:00","2020-07-08","17:59:59",0.65,8.88333333333333,2.43333333333333,0.616666666666667,3,0.0516556291390728,0.705960264900662,0.193377483443709,0.0490066225165563,0.00180555555555556,0.0246759259259259,0.00675925925925926,0.00171296296296296,10.95,3.65,2.85866130285566,0.35,5.36666666666667,725,1079,3300159,6191.66791744841,3457.36750549971,32,11994,434210,2974.04109589041,1728.00992524573,26,5965
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"daily#2020-07-07#00:00:00#2020-07-07#23:59:59","daily","2020-07-07","00:00:00","2020-07-07","23:59:59",3.7,50.6333333333333,15.0666666666667,3.68333333333333,14,0.0506271379703535,0.692816419612315,0.206157354618016,0.0503990877993159,0.0102777777777778,0.140648148148148,0.0418518518518518,0.0102314814814815,32.6666666666667,2.33333333333333,2.37545317313934,0.716666666666667,10.05,73,1436,18439355,6069.57044107966,3468.92936877742,13,11997,2734745,3025.16039823009,1740.00534289166,5,5998
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"daily#2020-07-08#00:00:00#2020-07-08#23:59:59","daily","2020-07-08","00:00:00","2020-07-08","23:59:59",2.65,35.6833333333333,9.35,2.55,10,0.0527538155275382,0.710351692103517,0.186131386861314,0.0507631055076311,0.00736111111111111,0.0991203703703704,0.0259722222222222,0.00708333333333333,35.95,3.595,4.13312462137333,0.283333333333333,14.2666666666667,77,1198,12899840,6025.14712751051,3479.79867896124,21,11994,1772024,3158.688057041,1734.43700437943,15,5983
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"evening#2020-07-07#18:00:00#2020-07-07#23:59:59","evening","2020-07-07","18:00:00","2020-07-07","23:59:59",0.366666666666667,4.65,1.51666666666667,0.416666666666667,3,0.052757793764988,0.669064748201439,0.218225419664269,0.0599520383693046,0.00101851851851852,0.0129166666666667,0.00421296296296296,0.00115740740740741,4.88333333333333,1.62777777777778,0.452564707875918,1.35,2.15,1204,1436,1653662,5927.10394265233,3410.01360257296,117,11997,288277,3167.87912087912,1716.97773773935,116,5961
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"evening#2020-07-08#18:00:00#2020-07-08#23:59:59","evening","2020-07-08","18:00:00","2020-07-08","23:59:59",0.1,2.1,0.716666666666667,0.0666666666666667,1,0.0335195530726257,0.70391061452514,0.240223463687151,0.0223463687150838,0.000277777777777778,0.00583333333333333,0.00199074074074074,0.000185185185185185,1.61666666666667,1.61666666666667,NA,1.61666666666667,1.61666666666667,1198,1198,737899,5856.34126984127,3586.7682415516,65,11872,138265,3215.46511627907,1685.61227181609,344,5791
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"morning#2020-07-07#06:00:00#2020-07-07#11:59:59","morning","2020-07-07","06:00:00","2020-07-07","11:59:59",0.5,8.26666666666667,2.43333333333333,0.65,4,0.0421940928270042,0.69760900140647,0.205344585091421,0.0548523206751055,0.00138888888888889,0.022962962962963,0.00675925925925926,0.00180555555555556,4.6,1.15,0.4283906144146,0.75,1.66666666666667,392,656,3018217,6085.11491935484,3372.11073498322,13,11985,439819,3012.45890410959,1708.97915132947,18,5974
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|
"morning#2020-07-08#06:00:00#2020-07-08#11:59:59","morning","2020-07-08","06:00:00","2020-07-08","11:59:59",0.816666666666667,8.96666666666667,2.48333333333333,0.566666666666667,3,0.0636363636363636,0.698701298701299,0.193506493506494,0.0441558441558441,0.00226851851851852,0.0249074074074074,0.00689814814814815,0.00157407407407407,5.43333333333333,1.81111111111111,1.32437965911648,0.283333333333333,2.63333333333333,481,719,3328403,6186.62267657993,3507.24281146226,21,11986,484712,3253.10067114094,1731.83020181106,39,5972
|
||||||
|
"night#2020-07-07#00:00:00#2020-07-07#05:59:59","night","2020-07-07","00:00:00","2020-07-07","05:59:59",0.7,10.3,2.85,0.816666666666667,2,0.0477272727272727,0.702272727272727,0.194318181818182,0.0556818181818182,0.00194444444444444,0.0286111111111111,0.00791666666666667,0.00226851851851852,10.7666666666667,5.38333333333333,6.59966329107444,0.716666666666667,10.05,73,359,3825040,6189.38511326861,3543.18152922148,31,11976,499842,2923.05263157895,1743.75373754829,54,5982
|
||||||
|
"night#2020-07-08#00:00:00#2020-07-08#05:59:59","night","2020-07-08","00:00:00","2020-07-08","05:59:59",1.08333333333333,15.7333333333333,3.71666666666667,1.3,3,0.049618320610687,0.720610687022901,0.170229007633588,0.0595419847328244,0.00300925925925926,0.0437037037037037,0.0103240740740741,0.00361111111111111,17.95,5.98333333333333,7.18716062000689,1.4,14.2666666666667,77,359,5533379,5861.63029661017,3459.01595983081,49,11981,714837,3205.54708520179,1752.09560659939,15,5983
|
|
|
@ -0,0 +1 @@
|
||||||
|
"local_segment","local_segment_label","local_start_date","local_start_time","local_end_date","local_end_time","conversation_rapids_minutesnoise","conversation_rapids_noiseminenergy","conversation_rapids_noisesumenergy","conversation_rapids_voicesdenergy","conversation_rapids_avgconversationduration","conversation_rapids_minutesunknown","conversation_rapids_minconversationduration","conversation_rapids_sdconversationduration","conversation_rapids_voiceexpectedfraction","conversation_rapids_timefirstconversation","conversation_rapids_minutesvoice","conversation_rapids_noiseavgenergy","conversation_rapids_unknownsensedfraction","conversation_rapids_silencesensedfraction","conversation_rapids_noiseexpectedfraction","conversation_rapids_maxconversationduration","conversation_rapids_countconversation","conversation_rapids_noisesensedfraction","conversation_rapids_unknownexpectedfraction","conversation_rapids_noisemaxenergy","conversation_rapids_voiceavgenergy","conversation_rapids_silenceexpectedfraction","conversation_rapids_voicemaxenergy","conversation_rapids_sumconversationduration","conversation_rapids_noisesdenergy","conversation_rapids_minutessilence","conversation_rapids_timelastconversation","conversation_rapids_voicesumenergy","conversation_rapids_voicesensedfraction","conversation_rapids_voiceminenergy"
|
|
|
@ -0,0 +1 @@
|
||||||
|
"local_segment","local_segment_label","local_start_date","local_start_time","local_end_date","local_end_time","conversation_rapids_minutesnoise","conversation_rapids_noiseminenergy","conversation_rapids_noisesumenergy","conversation_rapids_voicesdenergy","conversation_rapids_avgconversationduration","conversation_rapids_minutesunknown","conversation_rapids_minconversationduration","conversation_rapids_sdconversationduration","conversation_rapids_voiceexpectedfraction","conversation_rapids_timefirstconversation","conversation_rapids_minutesvoice","conversation_rapids_noiseavgenergy","conversation_rapids_unknownsensedfraction","conversation_rapids_silencesensedfraction","conversation_rapids_noiseexpectedfraction","conversation_rapids_maxconversationduration","conversation_rapids_countconversation","conversation_rapids_noisesensedfraction","conversation_rapids_unknownexpectedfraction","conversation_rapids_noisemaxenergy","conversation_rapids_voiceavgenergy","conversation_rapids_silenceexpectedfraction","conversation_rapids_voicemaxenergy","conversation_rapids_sumconversationduration","conversation_rapids_noisesdenergy","conversation_rapids_minutessilence","conversation_rapids_timelastconversation","conversation_rapids_voicesumenergy","conversation_rapids_voicesensedfraction","conversation_rapids_voiceminenergy"
|
|
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Load Diff
|
@ -65,3 +65,21 @@ WIFI:
|
||||||
FEATURES: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
|
FEATURES: ["countscans", "uniquedevices", "countscansmostuniquedevice"]
|
||||||
SRC_FOLDER: "rapids" # inside src/features/bluetooth
|
SRC_FOLDER: "rapids" # inside src/features/bluetooth
|
||||||
SRC_LANGUAGE: "r"
|
SRC_LANGUAGE: "r"
|
||||||
|
|
||||||
|
CONVERSATION:
|
||||||
|
DB_TABLE:
|
||||||
|
ANDROID: plugin_studentlife_audio_android
|
||||||
|
IOS: plugin_studentlife_audio
|
||||||
|
PROVIDERS:
|
||||||
|
RAPIDS:
|
||||||
|
COMPUTE: True
|
||||||
|
FEATURES: ["minutessilence", "minutesnoise", "minutesvoice", "minutesunknown","sumconversationduration","avgconversationduration",
|
||||||
|
"sdconversationduration","minconversationduration","maxconversationduration","timefirstconversation","timelastconversation","noisesumenergy",
|
||||||
|
"noiseavgenergy","noisesdenergy","noiseminenergy","noisemaxenergy","voicesumenergy",
|
||||||
|
"voiceavgenergy","voicesdenergy","voiceminenergy","voicemaxenergy","silencesensedfraction","noisesensedfraction",
|
||||||
|
"voicesensedfraction","unknownsensedfraction","silenceexpectedfraction","noiseexpectedfraction","voiceexpectedfraction",
|
||||||
|
"unknownexpectedfraction","countconversation"]
|
||||||
|
RECORDING_MINUTES: 1
|
||||||
|
PAUSED_MINUTES : 3
|
||||||
|
SRC_FOLDER: "rapids" # inside src/features/conversation
|
||||||
|
SRC_LANGUAGE: "python"
|
||||||
|
|
Loading…
Reference in New Issue