Test & fix bugs of sleep summary features

src/data/streams/mutations/fitbit/add_local_date_time.py

@@ -2,12 +2,22 @@ import pandas as pd
 
 def main(parsed_data, stream_parameters):
 
-    parsed_data["local_date_time"] = (pd.to_datetime(parsed_data["local_start_date_time"]) - pd.Timedelta(minutes=stream_parameters["SLEEP_SUMMARY_LAST_NIGHT_END"])).dt.strftime('%Y-%m-%d 00:00:00')
+    if parsed_data.empty:
+        return pd.DataFrame(columns=parsed_data.columns.tolist() + ["local_date_time"])
+    
+    parsed_data["local_date_time"] = (pd.to_datetime(parsed_data["local_start_date_time"]) - pd.Timedelta(minutes=stream_parameters["SLEEP_SUMMARY_LAST_NIGHT_END"]))
+    start_date, end_date = parsed_data["local_date_time"].min().strftime('%Y-%m-%d 00:00:00'), (parsed_data["local_date_time"].max() + pd.Timedelta(days=1)).strftime('%Y-%m-%d 00:00:00')
+    parsed_data["local_date_time"] = parsed_data["local_date_time"].dt.strftime('%Y-%m-%d 00:00:00')
 
     # complete missing dates
-    missed_dates = list(set([x.strftime('%Y-%m-%d 00:00:00') for x in pd.date_range(parsed_data["local_date_time"].min(), parsed_data["local_date_time"].max()).to_pydatetime()]) - set(parsed_data["local_date_time"]))
+    missed_dates = list(set([x.strftime('%Y-%m-%d 00:00:00') for x in pd.date_range(start_date, end_date).to_pydatetime()]) - set(parsed_data["local_date_time"]))
     parsed_data = pd.concat([parsed_data, pd.DataFrame({"local_date_time": missed_dates})], axis=0)
     parsed_data.sort_values(by=["local_date_time", "local_start_date_time"], inplace=True)
     parsed_data["device_id"] = parsed_data["device_id"].interpolate(method="pad")
 
+    if pd.api.types.is_datetime64_any_dtype(parsed_data['local_start_date_time']):
+        parsed_data['local_start_date_time'] = parsed_data['local_start_date_time'].dt.strftime('%Y-%m-%d %H:%M:%S')
+    if pd.api.types.is_datetime64_any_dtype(parsed_data['local_end_date_time']):
+        parsed_data['local_end_date_time'] = parsed_data['local_end_date_time'].dt.strftime('%Y-%m-%d %H:%M:%S')
+
     return parsed_data

src/data/streams/mutations/fitbit/parse_sleep_summary_json.py

@@ -59,10 +59,4 @@ def parseSleepData(sleep_data):
 
 def main(json_raw, stream_parameters):
     parsed_data = parseSleepData(json_raw)
-
-    if pd.api.types.is_datetime64_any_dtype( parsed_data['local_start_date_time']):
-        parsed_data['local_start_date_time'] = parsed_data['local_start_date_time'].dt.strftime('%Y-%m-%d %H:%M:%S')
-    if pd.api.types.is_datetime64_any_dtype( parsed_data['local_end_date_time']):
-        parsed_data['local_end_date_time'] = parsed_data['local_end_date_time'].dt.strftime('%Y-%m-%d %H:%M:%S')
-
     return parsed_data

src/features/fitbit_sleep_summary/rapids/main.py

@@ -1,7 +1,8 @@
 import pandas as pd
+import numpy as np
 import itertools
 
-def extractSleepFeaturesFromSummaryData(sleep_summary_data, summary_features, sleep_type, sleep_summary_features):
+def extractSleepFeaturesFromSummaryData(sleep_summary_data, summary_features, sleep_type, waketime_features, sleep_summary_features):
     if sleep_type == "main":
         sleep_summary_data = sleep_summary_data[sleep_summary_data["is_main_sleep"] == 1]
     elif sleep_type == "nap":
@@ -11,7 +12,7 @@ def extractSleepFeaturesFromSummaryData(sleep_summary_data, summary_features, sl
     else:
         raise ValueError("sleep_type can only be one of ['main', 'nap', 'all'].")
 
-    features_sum = sleep_summary_data[["local_segment", "minutes_after_wakeup", "minutes_asleep", "minutes_awake", "minutes_to_fall_asleep", "minutes_in_bed"]].groupby(["local_segment"]).sum()
+    features_sum = sleep_summary_data[["local_segment", "minutes_after_wakeup", "minutes_asleep", "minutes_awake", "minutes_to_fall_asleep", "minutes_in_bed"]].groupby(["local_segment"]).sum(min_count=1)
 
     if "sumdurationafterwakeup" in summary_features:
         sleep_summary_features = sleep_summary_features.join(features_sum[["minutes_after_wakeup"]], how="outer").rename(columns={"minutes_after_wakeup": "sumdurationafterwakeup" + sleep_type})
@@ -39,24 +40,23 @@ def extractSleepFeaturesFromSummaryData(sleep_summary_data, summary_features, sl
     if "avgdurationinbed" in summary_features:
         sleep_summary_features = sleep_summary_features.join(features_avg[["minutes_in_bed"]], how="outer").rename(columns={"minutes_in_bed": "avgdurationinbed" + sleep_type})
 
-    features_count = sleep_summary_data[["local_segment", "timestamp"]].groupby(["local_segment"]).count()
 
     if "countepisode" in summary_features:
+        features_count = sleep_summary_data[["local_segment", "timestamp"]].groupby(["local_segment"]).count()
         sleep_summary_features = sleep_summary_features.join(features_count[["timestamp"]], how="outer").rename(columns={"timestamp": "countepisode" + sleep_type})
     
-    features_first = sleep_summary_data[["local_segment", "minutes_start_episode", "minutes_end_episode"]].groupby(["local_segment"]).first()
+    
+    if "firstbedtime" in summary_features:
+        features_first = sleep_summary_data[["local_segment", "minutes_start_episode"]].groupby(["local_segment"]).min()
+        sleep_summary_features = sleep_summary_features.join(features_first[["minutes_start_episode"]], how="outer").rename(columns={"minutes_start_episode": "firstbedtime" + sleep_type})
+    if "lastbedtime" in summary_features:
+        features_last = sleep_summary_data[["local_segment", "minutes_start_episode"]].groupby(["local_segment"]).max()
+        sleep_summary_features = sleep_summary_features.join(features_last[["minutes_start_episode"]], how="outer").rename(columns={"minutes_start_episode": "lastbedtime" + sleep_type})
 
     if "firstwaketime" in summary_features:
-        sleep_summary_features = sleep_summary_features.join(features_first[["minutes_end_episode"]].shift(), how="outer").rename(columns={"minutes_end_episode": "firstwaketime" + sleep_type})
+        sleep_summary_features = sleep_summary_features.join(waketime_features[["firstwaketime" + sleep_type]], how="outer")
-    if "firstbedtime" in summary_features:
-        sleep_summary_features = sleep_summary_features.join(features_first[["minutes_start_episode"]], how="outer").rename(columns={"minutes_start_episode": "firstbedtime" + sleep_type})
-    
-    features_last = sleep_summary_data[["local_segment", "minutes_start_episode", "minutes_end_episode"]].groupby(["local_segment"]).last()
-
     if "lastwaketime" in summary_features:
-        sleep_summary_features = sleep_summary_features.join(features_last[["minutes_end_episode"]].shift(), how="outer").rename(columns={"minutes_end_episode": "lastwaketime" + sleep_type})
+        sleep_summary_features = sleep_summary_features.join(waketime_features[["lastwaketime" + sleep_type]], how="outer")
-    if "lastbedtime" in summary_features:
-        sleep_summary_features = sleep_summary_features.join(features_last[["minutes_start_episode"]], how="outer").rename(columns={"minutes_start_episode": "lastbedtime" + sleep_type})
 
 
     return sleep_summary_features
@@ -83,6 +83,28 @@ def rapids_features(sensor_data_files, time_segment, provider, filter_data_by_se
     # extract features from summary data
     sleep_summary_features = pd.DataFrame(columns=["local_segment"] + features_fullnames_to_compute)
     if not sleep_summary_data.empty:
+
+        # calculate number of minutes after segment's start date time
+        dt_cols = ["local_start_date_time", "local_end_date_time", "local_date_time"]
+        sleep_summary_data[dt_cols] = sleep_summary_data[dt_cols].apply(pd.to_datetime)
+        sleep_summary_data["minutes_start_episode"] = (sleep_summary_data["local_start_date_time"] - sleep_summary_data["local_date_time"]) / pd.Timedelta(minutes=1)
+        sleep_summary_data["minutes_end_episode"] = (sleep_summary_data["local_end_date_time"] - (sleep_summary_data["local_date_time"] + pd.Timedelta(days=1))) / pd.Timedelta(minutes=1)
+
+        # get minutes_end_episode for different sleep types
+        sleep_summary_data["minutes_end_episode_main"] = sleep_summary_data.apply(lambda row: row["minutes_end_episode"] if row["is_main_sleep"] == 1 else np.nan, axis=1)
+        sleep_summary_data["minutes_end_episode_nap"] = sleep_summary_data.apply(lambda row: row["minutes_end_episode"] if row["is_main_sleep"] == 0 else np.nan, axis=1)
+
+        # extract daily wake time
+        sleep_summary_data = sleep_summary_data.merge(sleep_summary_data.groupby("local_date_time")[["minutes_end_episode", "minutes_end_episode_main", "minutes_end_episode_nap"]].agg(
+            firstwaketimeall=("minutes_end_episode", "min"),
+            lastwaketimeall=("minutes_end_episode", "max"),
+            firstwaketimemain=("minutes_end_episode_main", "min"),
+            lastwaketimemain=("minutes_end_episode_main", "max"),
+            firstwaketimenap=("minutes_end_episode_nap", "min"),
+            lastwaketimenap=("minutes_end_episode_nap", "max"),
+            ).shift(), right_index=True, left_on="local_date_time")
+
+        # filter by segment
         sleep_summary_data = filter_data_by_segment(sleep_summary_data, time_segment)
 
         notna_segments = sleep_summary_data[sleep_summary_data["type"].notna()]["local_segment"].unique()
@@ -95,18 +117,23 @@ def rapids_features(sensor_data_files, time_segment, provider, filter_data_by_se
             segment_regex = "{}#{},{}".format(time_segment, datetime_start_regex, datetime_end_regex)
             sleep_summary_data = sleep_summary_data[sleep_summary_data["local_segment"].str.match(segment_regex)]
 
-            # calculate number of minutes after segment's start date time
-            dt_cols = ["local_start_date_time", "local_end_date_time", "local_date_time"]
-            sleep_summary_data[dt_cols] = sleep_summary_data[dt_cols].apply(pd.to_datetime)
-            sleep_summary_data["minutes_start_episode"] = (sleep_summary_data["local_start_date_time"] - sleep_summary_data["local_date_time"]) / pd.Timedelta(minutes=1)
-            sleep_summary_data["minutes_end_episode"] = (sleep_summary_data["local_end_date_time"] - (sleep_summary_data["local_date_time"] + pd.Timedelta(days=1))) / pd.Timedelta(minutes=1)
-
             if not sleep_summary_data.empty:
                 sleep_summary_features = pd.DataFrame()
 
-                for sleep_type in sleep_types_to_compute:
+                waketime_features = sleep_summary_data.drop_duplicates(subset=["local_date_time"]).groupby(["local_segment"]).agg(
-                    sleep_summary_features = extractSleepFeaturesFromSummaryData(sleep_summary_data, summary_features_to_compute, sleep_type, sleep_summary_features)
+                    firstwaketimeall=("firstwaketimeall", "mean"),
+                    lastwaketimeall=("lastwaketimeall", "mean"),
+                    firstwaketimemain=("firstwaketimemain", "mean"),
+                    lastwaketimemain=("lastwaketimemain", "mean"),
+                    firstwaketimenap=("firstwaketimenap", "mean"),
+                    lastwaketimenap=("lastwaketimenap", "mean"),
+                )
+                sleep_summary_data.dropna(subset=["is_main_sleep"], inplace=True)
 
+                for sleep_type in sleep_types_to_compute:
+                    sleep_summary_features = extractSleepFeaturesFromSummaryData(sleep_summary_data, summary_features_to_compute, sleep_type, waketime_features, sleep_summary_features)
+                
+                sleep_summary_features.dropna(how="all", inplace=True)
                 sleep_summary_features.loc[notna_segments, colnames_can_be_zero] = sleep_summary_features.loc[notna_segments, colnames_can_be_zero].fillna(0)
 
                 sleep_summary_features = sleep_summary_features.reset_index()

tests/data/external/aware_csv/fitbit_sleep_summary_raw.csv

@@ -0,0 +1,11 @@
+timestamp,device_id,efficiency,minutes_after_wakeup,minutes_asleep,minutes_awake,minutes_to_fall_asleep,minutes_in_bed,is_main_sleep,type,local_start_date_time,local_end_date_time
+0,fitbit,90,0,309,51,0,360,1,stages,2020-03-06 20:00:00,2020-03-07 02:00:00
+0,fitbit,86,2,90,20,10,120,0,classic,2020-03-07 04:00:00,2020-03-07 06:00:00
+0,fitbit,88,0,88,30,2,120,0,classic,2020-03-07 13:00:00,2020-03-07 15:00:00
+0,fitbit,96,1,608,52,0,660,1,stages,2020-03-08 01:00:00,2020-03-08 12:00:00
+0,fitbit,94,1,430,50,0,480,1,stages,2020-03-08 23:00:00,2020-03-09 07:00:00
+0,fitbit,90,0,309,51,0,360,1,stages,2020-10-30 20:00:00,2020-10-31 02:00:00
+0,fitbit,86,2,90,20,10,120,0,classic,2020-10-31 04:00:00,2020-10-31 06:00:00
+0,fitbit,88,0,88,30,2,120,0,classic,2020-10-31 13:00:00,2020-10-31 15:00:00
+0,fitbit,96,1,608,52,0,660,1,stages,2020-11-01 01:00:00,2020-11-01 12:00:00
+0,fitbit,94,1,430,50,0,480,1,stages,2020-11-01 23:00:00,2020-11-02 07:00:00

tests/data/manual/aware_csv/fitbit_sleep_summary_raw.csv

@@ -0,0 +1,6 @@
+device_id,efficiency,minutes_after_wakeup,minutes_asleep,minutes_awake,minutes_to_fall_asleep,minutes_in_bed,is_main_sleep,type,start_test_time,end_test_time
+fitbit,90,0,309,51,0,360,1,stages,Fri 20:00:00,Sat 02:00:00
+fitbit,86,2,90,20,10,120,0,classic,Sat 04:00:00,Sat 06:00:00
+fitbit,88,0,88,30,2,120,0,classic,Sat 13:00:00,Sat 15:00:00
+fitbit,96,1,608,52,0,660,1,stages,Sun 01:00:00,Sun 12:00:00
+fitbit,94,1,430,50,0,480,1,stages,Sun 23:00:00,Mon 07:00:00

tests/data/processed/features/mtz_event/android/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/mtz_event/empatica/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/mtz_event/empty/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/mtz_event/fitbit/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/mtz_event/ios/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/mtz_frequency/android/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/mtz_frequency/empatica/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/mtz_frequency/empty/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/mtz_frequency/fitbit/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/mtz_frequency/ios/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/mtz_periodic/android/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/mtz_periodic/empatica/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/mtz_periodic/empty/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/mtz_periodic/fitbit/fitbit_sleep_summary.csv

@@ -0,0 +1,21 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_countepisodenap","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbedall"
+"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",1680,1200,1680,2,0,1,1680,1200,1200,10,0,5,NA,NA,NA,86,90,88,20,51,35.5,90,309,399,20,51,71,NA,NA,NA,1,1,2,10,0,10,120,360,480,90,309,199.5,2,0,2,120,360,240
+"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",780,1500,1500,0,1,0.5,780,1500,780,2,0,1,360,120,360,88,96,92,30,52,41,88,608,696,30,52,82,360,120,120,1,1,2,2,0,2,120,660,780,88,608,348,0,1,1,120,660,390
+"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",NA,1380,1380,0,1,1,NA,1380,1380,0,0,0,-540,720,720,NA,94,94,0,50,50,0,430,430,0,50,50,-540,720,-540,0,1,1,0,0,0,0,480,480,0,430,430,0,1,1,0,480,480
+"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",1680,1200,1680,2,0,1,1680,1200,1200,10,0,5,NA,NA,NA,86,90,88,20,51,35.5,90,309,399,20,51,71,NA,NA,NA,1,1,2,10,0,10,120,360,480,90,309,199.5,2,0,2,120,360,240
+"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",780,1500,1500,0,1,0.5,780,1500,780,2,0,1,360,120,360,88,96,92,30,52,41,88,608,696,30,52,82,360,120,120,1,1,2,2,0,2,120,660,780,88,608,348,0,1,1,120,660,390
+"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",NA,1380,1380,0,1,1,NA,1380,1380,0,0,0,-540,720,720,NA,94,94,0,50,50,0,430,430,0,50,50,-540,720,-540,0,1,1,0,0,0,0,480,480,0,430,430,0,1,1,0,480,480
+"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",1680,1500,1680,1,0.666666666666667,0.8,780,1200,780,6,0,2.4,-90,420,540,87,93.3333333333333,90.8,25,51,40.6,178,1347,1525,50,153,203,-90,420,-210,2,3,5,12,0,12,240,1500,1740,89,449,305,2,2,4,120,500,348
+"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",780,1500,1500,0,1,0.666666666666667,780,1380,780,2,0,0.666666666666667,-90,420,500,88,95,92.6666666666667,30,51,44,88,1038,1126,30,102,132,-90,420,0,1,2,3,2,0,2,120,1140,1260,88,519,375.333333333333,0,2,2,120,570,420
+"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",NA,1380,1380,0,1,1,NA,1380,1380,0,0,0,-540,570,570,NA,94,94,0,50,50,0,430,430,0,50,50,-540,570,-60,0,1,1,0,0,0,0,480,480,0,430,430,0,1,1,0,480,480
+"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",1680,1200,1680,2,0,1,1680,1200,1200,10,0,5,NA,NA,NA,86,90,88,20,51,35.5,90,309,399,20,51,71,NA,NA,NA,1,1,2,10,0,10,120,360,480,90,309,199.5,2,0,2,120,360,240
+"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",1680,1500,1680,1,0.5,0.75,780,1200,780,6,0,3,360,120,360,87,93,90,25,51.5,38.25,178,917,1095,50,103,153,360,120,120,2,2,4,12,0,12,240,1020,1260,89,458.5,273.75,2,1,3,120,510,315
+"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",1680,1500,1680,1,0.666666666666667,0.8,780,1200,780,6,0,2.4,-90,420,540,87,93.3333333333333,90.8,25,51,40.6,178,1347,1525,50,153,203,-90,420,-210,2,3,5,12,0,12,240,1500,1740,89,449,305,2,2,4,120,500,348
+"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",780,1500,1500,0,1,0.666666666666667,780,1380,780,2,0,0.666666666666667,-90,420,500,88,95,92.6666666666667,30,51,44,88,1038,1126,30,102,132,-90,420,0,1,2,3,2,0,2,120,1140,1260,88,519,375.333333333333,0,2,2,120,570,420
+"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",NA,1380,1380,0,1,1,NA,1380,1380,0,0,0,-540,570,570,NA,94,94,0,50,50,0,430,430,0,50,50,-540,570,-60,0,1,1,0,0,0,0,480,480,0,430,430,0,1,1,0,480,480
+"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",1680,1500,1680,1,0.666666666666667,0.8,780,1200,780,6,0,2.4,-90,420,540,87,93.3333333333333,90.8,25,51,40.6,178,1347,1525,50,153,203,-90,420,-210,2,3,5,12,0,12,240,1500,1740,89,449,305,2,2,4,120,500,348
+"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",1680,1500,1680,1,0.666666666666667,0.8,780,1200,780,6,0,2.4,-90,420,540,87,93.3333333333333,90.8,25,51,40.6,178,1347,1525,50,153,203,-90,420,-210,2,3,5,12,0,12,240,1500,1740,89,449,305,2,2,4,120,500,348

tests/data/processed/features/mtz_periodic/ios/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_event/android/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_event/empatica/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_event/empty/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_event/fitbit/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_event/ios/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_frequency/android/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_frequency/empatica/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_frequency/empty/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_frequency/fitbit/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_frequency/ios/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_periodic/android/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_periodic/empatica/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_periodic/empty/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/data/processed/features/stz_periodic/fitbit/fitbit_sleep_summary.csv

@@ -0,0 +1,21 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_countepisodenap","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbedall"
+"daily#2020-03-06 00:00:00,2020-03-06 23:59:59","daily","2020-03-06 00:00:00","2020-03-06 23:59:59",1680,1200,1680,2,0,1,1680,1200,1200,10,0,5,NA,NA,NA,86,90,88,20,51,35.5,90,309,399,20,51,71,NA,NA,NA,1,1,2,10,0,10,120,360,480,90,309,199.5,2,0,2,120,360,240
+"daily#2020-03-07 00:00:00,2020-03-07 23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",780,1500,1500,0,1,0.5,780,1500,780,2,0,1,360,120,360,88,96,92,30,52,41,88,608,696,30,52,82,360,120,120,1,1,2,2,0,2,120,660,780,88,608,348,0,1,1,120,660,390
+"daily#2020-03-08 00:00:00,2020-03-08 23:59:59","daily","2020-03-08 00:00:00","2020-03-08 23:59:59",NA,1380,1380,0,1,1,NA,1380,1380,0,0,0,-540,720,720,NA,94,94,0,50,50,0,430,430,0,50,50,-540,720,-540,0,1,1,0,0,0,0,480,480,0,430,430,0,1,1,0,480,480
+"daily#2020-03-09 00:00:00,2020-03-09 23:59:59","daily","2020-03-09 00:00:00","2020-03-09 23:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"daily#2020-10-30 00:00:00,2020-10-30 23:59:59","daily","2020-10-30 00:00:00","2020-10-30 23:59:59",1680,1200,1680,2,0,1,1680,1200,1200,10,0,5,NA,NA,NA,86,90,88,20,51,35.5,90,309,399,20,51,71,NA,NA,NA,1,1,2,10,0,10,120,360,480,90,309,199.5,2,0,2,120,360,240
+"daily#2020-10-31 00:00:00,2020-10-31 23:59:59","daily","2020-10-31 00:00:00","2020-10-31 23:59:59",780,1500,1500,0,1,0.5,780,1500,780,2,0,1,360,120,360,88,96,92,30,52,41,88,608,696,30,52,82,360,120,120,1,1,2,2,0,2,120,660,780,88,608,348,0,1,1,120,660,390
+"daily#2020-11-01 00:00:00,2020-11-01 23:59:59","daily","2020-11-01 00:00:00","2020-11-01 23:59:59",NA,1380,1380,0,1,1,NA,1380,1380,0,0,0,-540,720,720,NA,94,94,0,50,50,0,430,430,0,50,50,-540,720,-540,0,1,1,0,0,0,0,480,480,0,430,430,0,1,1,0,480,480
+"daily#2020-11-02 00:00:00,2020-11-02 23:59:59","daily","2020-11-02 00:00:00","2020-11-02 23:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"threeday#2020-03-06 00:00:00,2020-03-08 23:59:59","threeday","2020-03-06 00:00:00","2020-03-08 23:59:59",1680,1500,1680,1,0.666666666666667,0.8,780,1200,780,6,0,2.4,-90,420,540,87,93.3333333333333,90.8,25,51,40.6,178,1347,1525,50,153,203,-90,420,-210,2,3,5,12,0,12,240,1500,1740,89,449,305,2,2,4,120,500,348
+"threeday#2020-03-07 00:00:00,2020-03-09 23:59:59","threeday","2020-03-07 00:00:00","2020-03-09 23:59:59",780,1500,1500,0,1,0.666666666666667,780,1380,780,2,0,0.666666666666667,-90,420,500,88,95,92.6666666666667,30,51,44,88,1038,1126,30,102,132,-90,420,0,1,2,3,2,0,2,120,1140,1260,88,519,375.333333333333,0,2,2,120,570,420
+"threeday#2020-03-08 00:00:00,2020-03-10 23:59:59","threeday","2020-03-08 00:00:00","2020-03-10 23:59:59",NA,1380,1380,0,1,1,NA,1380,1380,0,0,0,-540,570,570,NA,94,94,0,50,50,0,430,430,0,50,50,-540,570,-60,0,1,1,0,0,0,0,480,480,0,430,430,0,1,1,0,480,480
+"threeday#2020-03-09 00:00:00,2020-03-11 23:59:59","threeday","2020-03-09 00:00:00","2020-03-11 23:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"threeday#2020-10-28 00:00:00,2020-10-30 23:59:59","threeday","2020-10-28 00:00:00","2020-10-30 23:59:59",1680,1200,1680,2,0,1,1680,1200,1200,10,0,5,NA,NA,NA,86,90,88,20,51,35.5,90,309,399,20,51,71,NA,NA,NA,1,1,2,10,0,10,120,360,480,90,309,199.5,2,0,2,120,360,240
+"threeday#2020-10-29 00:00:00,2020-10-31 23:59:59","threeday","2020-10-29 00:00:00","2020-10-31 23:59:59",1680,1500,1680,1,0.5,0.75,780,1200,780,6,0,3,360,120,360,87,93,90,25,51.5,38.25,178,917,1095,50,103,153,360,120,120,2,2,4,12,0,12,240,1020,1260,89,458.5,273.75,2,1,3,120,510,315
+"threeday#2020-10-30 00:00:00,2020-11-01 23:59:59","threeday","2020-10-30 00:00:00","2020-11-01 23:59:59",1680,1500,1680,1,0.666666666666667,0.8,780,1200,780,6,0,2.4,-90,420,540,87,93.3333333333333,90.8,25,51,40.6,178,1347,1525,50,153,203,-90,420,-210,2,3,5,12,0,12,240,1500,1740,89,449,305,2,2,4,120,500,348
+"threeday#2020-10-31 00:00:00,2020-11-02 23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",780,1500,1500,0,1,0.666666666666667,780,1380,780,2,0,0.666666666666667,-90,420,500,88,95,92.6666666666667,30,51,44,88,1038,1126,30,102,132,-90,420,0,1,2,3,2,0,2,120,1140,1260,88,519,375.333333333333,0,2,2,120,570,420
+"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 23:59:59",NA,1380,1380,0,1,1,NA,1380,1380,0,0,0,-540,570,570,NA,94,94,0,50,50,0,430,430,0,50,50,-540,570,-60,0,1,1,0,0,0,0,480,480,0,430,430,0,1,1,0,480,480
+"threeday#2020-11-02 00:00:00,2020-11-04 23:59:59","threeday","2020-11-02 00:00:00","2020-11-04 23:59:59",NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,420,420,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA
+"weekend#2020-03-06 00:00:00,2020-03-08 23:59:59","weekend","2020-03-06 00:00:00","2020-03-08 23:59:59",1680,1500,1680,1,0.666666666666667,0.8,780,1200,780,6,0,2.4,-90,420,540,87,93.3333333333333,90.8,25,51,40.6,178,1347,1525,50,153,203,-90,420,-210,2,3,5,12,0,12,240,1500,1740,89,449,305,2,2,4,120,500,348
+"weekend#2020-10-30 00:00:00,2020-11-01 23:59:59","weekend","2020-10-30 00:00:00","2020-11-01 23:59:59",1680,1500,1680,1,0.666666666666667,0.8,780,1200,780,6,0,2.4,-90,420,540,87,93.3333333333333,90.8,25,51,40.6,178,1347,1525,50,153,203,-90,420,-210,2,3,5,12,0,12,240,1500,1740,89,449,305,2,2,4,120,500,348

tests/data/processed/features/stz_periodic/ios/fitbit_sleep_summary.csv

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_sleep_summary_rapids_avgdurationasleepall","fitbit_sleep_summary_rapids_avgdurationasleepmain","fitbit_sleep_summary_rapids_avgdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationtofallasleepall","fitbit_sleep_summary_rapids_sumdurationtofallasleepmain","fitbit_sleep_summary_rapids_sumdurationtofallasleepnap","fitbit_sleep_summary_rapids_avgdurationinbedall","fitbit_sleep_summary_rapids_avgdurationinbedmain","fitbit_sleep_summary_rapids_avgdurationinbednap","fitbit_sleep_summary_rapids_firstwaketimeall","fitbit_sleep_summary_rapids_firstwaketimemain","fitbit_sleep_summary_rapids_firstwaketimenap","fitbit_sleep_summary_rapids_avgdurationafterwakeupall","fitbit_sleep_summary_rapids_avgdurationafterwakeupmain","fitbit_sleep_summary_rapids_avgdurationafterwakeupnap","fitbit_sleep_summary_rapids_sumdurationinbedall","fitbit_sleep_summary_rapids_sumdurationinbedmain","fitbit_sleep_summary_rapids_sumdurationinbednap","fitbit_sleep_summary_rapids_avgefficiencyall","fitbit_sleep_summary_rapids_avgefficiencymain","fitbit_sleep_summary_rapids_avgefficiencynap","fitbit_sleep_summary_rapids_sumdurationawakeall","fitbit_sleep_summary_rapids_sumdurationawakemain","fitbit_sleep_summary_rapids_sumdurationawakenap","fitbit_sleep_summary_rapids_lastbedtimeall","fitbit_sleep_summary_rapids_lastbedtimemain","fitbit_sleep_summary_rapids_lastbedtimenap","fitbit_sleep_summary_rapids_avgdurationtofallasleepall","fitbit_sleep_summary_rapids_avgdurationtofallasleepmain","fitbit_sleep_summary_rapids_avgdurationtofallasleepnap","fitbit_sleep_summary_rapids_firstbedtimeall","fitbit_sleep_summary_rapids_firstbedtimemain","fitbit_sleep_summary_rapids_firstbedtimenap","fitbit_sleep_summary_rapids_lastwaketimeall","fitbit_sleep_summary_rapids_lastwaketimemain","fitbit_sleep_summary_rapids_lastwaketimenap","fitbit_sleep_summary_rapids_avgdurationawakeall","fitbit_sleep_summary_rapids_avgdurationawakemain","fitbit_sleep_summary_rapids_avgdurationawakenap","fitbit_sleep_summary_rapids_sumdurationasleepall","fitbit_sleep_summary_rapids_sumdurationasleepmain","fitbit_sleep_summary_rapids_sumdurationasleepnap","fitbit_sleep_summary_rapids_sumdurationafterwakeupall","fitbit_sleep_summary_rapids_sumdurationafterwakeupmain","fitbit_sleep_summary_rapids_sumdurationafterwakeupnap","fitbit_sleep_summary_rapids_countepisodeall","fitbit_sleep_summary_rapids_countepisodemain","fitbit_sleep_summary_rapids_countepisodenap"

tests/settings/mtz_event_config.yaml

@@ -324,19 +324,19 @@ FITBIT_DATA_STREAMS:
   # AVAILABLE:
   fitbitjson_mysql: 
     DATABASE_GROUP: MY_GROUP
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
   
   fitbitparsed_mysql: 
     DATABASE_GROUP: MY_GROUP
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
   fitbitjson_csv: 
     FOLDER: data/external/fitbit_csv
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
   fitbitparsed_csv: 
     FOLDER: tests/data/external/aware_csv
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
 # Sensors ------
 FITBIT_CALORIES_INTRADAY:
@@ -383,11 +383,11 @@ FITBIT_HEARTRATE_INTRADAY:
 
 # See https://www.rapids.science/latest/features/fitbit-sleep-summary/
 FITBIT_SLEEP_SUMMARY:
-  CONTAINER: sleep_summary
+  CONTAINER: fitbit_sleep_summary_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
-      FEATURES: ["countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
+      FEATURES: ["firstwaketime", "lastwaketime", "firstbedtime", "lastbedtime", "countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
       SLEEP_TYPES: ["main", "nap", "all"]
       SRC_SCRIPT: src/features/fitbit_sleep_summary/rapids/main.py
 
@@ -398,31 +398,30 @@ FITBIT_SLEEP_INTRADAY:
     RAPIDS:
       COMPUTE: False
       FEATURES:
-        LEVELS_AND_TYPES_COMBINING_ALL: True
         LEVELS_AND_TYPES: [countepisode, sumduration, maxduration, minduration, avgduration, medianduration, stdduration]
         RATIOS_TYPE: [count, duration]
         RATIOS_SCOPE: [ACROSS_LEVELS, ACROSS_TYPES, WITHIN_LEVELS, WITHIN_TYPES]
         ROUTINE: [starttimefirstmainsleep, endtimelastmainsleep, starttimefirstnap, endtimelastnap]
       SLEEP_LEVELS:
+        INCLUDE_ALL_GROUPS: True
         CLASSIC: [awake, restless, asleep]
         STAGES: [wake, deep, light, rem]
         UNIFIED: [awake, asleep]
-      SLEEP_TYPES: [main, nap]
+      SLEEP_TYPES: [main, nap, all]
-      INCLUDE_SLEEP_LATER_THAN: 0 # a number ranged from 0 (midnight) to 1439 (23:59)
+      LAST_NIGHT_END: 0 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight
-      REFERENCE_TIME: MIDNIGHT # chosen from "MIDNIGHT" and "START_OF_THE_SEGMENT"
+      ROUTINE_REFERENCE_TIME: MIDNIGHT # chosen from "MIDNIGHT" and "START_OF_THE_SEGMENT"
       SRC_SCRIPT: src/features/fitbit_sleep_intraday/rapids/main.py
   
     PRICE:
       COMPUTE: False
-      FEATURES: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, "stdstarttimeofepisodemain", "stdendtimeofepisodemain", "stdmidpointofepisodemain", socialjetlag, meanssdstarttimeofepisodemain, meanssdendtimeofepisodemain, meanssdmidpointofepisodemain, medianssdstarttimeofepisodemain, medianssdendtimeofepisodemain, medianssdmidpointofepisodemain]
+      FEATURES: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, stdstarttimeofepisodemain, stdendtimeofepisodemain, stdmidpointofepisodemain, socialjetlag, rmssdmeanstarttimeofepisodemain, rmssdmeanendtimeofepisodemain, rmssdmeanmidpointofepisodemain, rmssdmedianstarttimeofepisodemain, rmssdmedianendtimeofepisodemain, rmssdmedianmidpointofepisodemain]
       SLEEP_LEVELS:
+        INCLUDE_ALL_GROUPS: True
         CLASSIC: [awake, restless, asleep]
         STAGES: [wake, deep, light, rem]
         UNIFIED: [awake, asleep]
       DAY_TYPES: [WEEKEND, WEEK, ALL]
-      GROUP_EPISODES_WITHIN: # by default: today's 6pm to tomorrow's noon
+      LAST_NIGHT_END: 660 # number of minutes after the midnight (11:00) 11*60
-        START_TIME: 1080 # number of minutes after the midnight (18:00) 18*60
-        LENGTH: 1080 # in minutes (18 hours) 18*60
       SRC_SCRIPT: src/features/fitbit_sleep_intraday/price/main.py
 
 # See https://www.rapids.science/latest/features/fitbit-steps-summary/

tests/settings/mtz_frequency_config.yaml

@@ -324,19 +324,19 @@ FITBIT_DATA_STREAMS:
   # AVAILABLE:
   fitbitjson_mysql: 
     DATABASE_GROUP: MY_GROUP
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
   
   fitbitparsed_mysql: 
     DATABASE_GROUP: MY_GROUP
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
   fitbitjson_csv: 
     FOLDER: data/external/fitbit_csv
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
   fitbitparsed_csv: 
     FOLDER: tests/data/external/aware_csv
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
 # Sensors ------
 
@@ -384,11 +384,11 @@ FITBIT_HEARTRATE_INTRADAY:
 
 # See https://www.rapids.science/latest/features/fitbit-sleep-summary/
 FITBIT_SLEEP_SUMMARY:
-  CONTAINER: sleep_summary
+  CONTAINER: fitbit_sleep_summary_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
-      FEATURES: ["countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
+      FEATURES: ["firstwaketime", "lastwaketime", "firstbedtime", "lastbedtime", "countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
       SLEEP_TYPES: ["main", "nap", "all"]
       SRC_SCRIPT: src/features/fitbit_sleep_summary/rapids/main.py
 
@@ -399,31 +399,30 @@ FITBIT_SLEEP_INTRADAY:
     RAPIDS:
       COMPUTE: False
       FEATURES:
-        LEVELS_AND_TYPES_COMBINING_ALL: True
         LEVELS_AND_TYPES: [countepisode, sumduration, maxduration, minduration, avgduration, medianduration, stdduration]
         RATIOS_TYPE: [count, duration]
         RATIOS_SCOPE: [ACROSS_LEVELS, ACROSS_TYPES, WITHIN_LEVELS, WITHIN_TYPES]
         ROUTINE: [starttimefirstmainsleep, endtimelastmainsleep, starttimefirstnap, endtimelastnap]
       SLEEP_LEVELS:
+        INCLUDE_ALL_GROUPS: True
         CLASSIC: [awake, restless, asleep]
         STAGES: [wake, deep, light, rem]
         UNIFIED: [awake, asleep]
-      SLEEP_TYPES: [main, nap]
+      SLEEP_TYPES: [main, nap, all]
-      INCLUDE_SLEEP_LATER_THAN: 0 # a number ranged from 0 (midnight) to 1439 (23:59)
+      LAST_NIGHT_END: 0 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight
-      REFERENCE_TIME: MIDNIGHT # chosen from "MIDNIGHT" and "START_OF_THE_SEGMENT"
+      ROUTINE_REFERENCE_TIME: MIDNIGHT # chosen from "MIDNIGHT" and "START_OF_THE_SEGMENT"
       SRC_SCRIPT: src/features/fitbit_sleep_intraday/rapids/main.py
   
     PRICE:
       COMPUTE: False
-      FEATURES: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, "stdstarttimeofepisodemain", "stdendtimeofepisodemain", "stdmidpointofepisodemain", socialjetlag, meanssdstarttimeofepisodemain, meanssdendtimeofepisodemain, meanssdmidpointofepisodemain, medianssdstarttimeofepisodemain, medianssdendtimeofepisodemain, medianssdmidpointofepisodemain]
+      FEATURES: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, stdstarttimeofepisodemain, stdendtimeofepisodemain, stdmidpointofepisodemain, socialjetlag, rmssdmeanstarttimeofepisodemain, rmssdmeanendtimeofepisodemain, rmssdmeanmidpointofepisodemain, rmssdmedianstarttimeofepisodemain, rmssdmedianendtimeofepisodemain, rmssdmedianmidpointofepisodemain]
       SLEEP_LEVELS:
+        INCLUDE_ALL_GROUPS: True
         CLASSIC: [awake, restless, asleep]
         STAGES: [wake, deep, light, rem]
         UNIFIED: [awake, asleep]
       DAY_TYPES: [WEEKEND, WEEK, ALL]
-      GROUP_EPISODES_WITHIN: # by default: today's 6pm to tomorrow's noon
+      LAST_NIGHT_END: 660 # number of minutes after the midnight (11:00) 11*60
-        START_TIME: 1080 # number of minutes after the midnight (18:00) 18*60
-        LENGTH: 1080 # in minutes (18 hours) 18*60
       SRC_SCRIPT: src/features/fitbit_sleep_intraday/price/main.py
 
 # See https://www.rapids.science/latest/features/fitbit-steps-summary/

tests/settings/mtz_periodic_config.yaml

@@ -324,19 +324,19 @@ FITBIT_DATA_STREAMS:
   # AVAILABLE:
   fitbitjson_mysql: 
     DATABASE_GROUP: MY_GROUP
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
   
   fitbitparsed_mysql: 
     DATABASE_GROUP: MY_GROUP
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
   fitbitjson_csv: 
     FOLDER: data/external/fitbit_csv
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
   fitbitparsed_csv: 
     FOLDER: tests/data/external/aware_csv
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
 # Sensors ------
 FITBIT_CALORIES_INTRADAY:
@@ -383,11 +383,11 @@ FITBIT_HEARTRATE_INTRADAY:
 
 # See https://www.rapids.science/latest/features/fitbit-sleep-summary/
 FITBIT_SLEEP_SUMMARY:
-  CONTAINER: sleep_summary
+  CONTAINER: fitbit_sleep_summary_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
-      FEATURES: ["countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
+      FEATURES: ["firstwaketime", "lastwaketime", "firstbedtime", "lastbedtime", "countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
       SLEEP_TYPES: ["main", "nap", "all"]
       SRC_SCRIPT: src/features/fitbit_sleep_summary/rapids/main.py
 
@@ -398,31 +398,30 @@ FITBIT_SLEEP_INTRADAY:
     RAPIDS:
       COMPUTE: False
       FEATURES:
-        LEVELS_AND_TYPES_COMBINING_ALL: True
         LEVELS_AND_TYPES: [countepisode, sumduration, maxduration, minduration, avgduration, medianduration, stdduration]
         RATIOS_TYPE: [count, duration]
         RATIOS_SCOPE: [ACROSS_LEVELS, ACROSS_TYPES, WITHIN_LEVELS, WITHIN_TYPES]
         ROUTINE: [starttimefirstmainsleep, endtimelastmainsleep, starttimefirstnap, endtimelastnap]
       SLEEP_LEVELS:
+        INCLUDE_ALL_GROUPS: True
         CLASSIC: [awake, restless, asleep]
         STAGES: [wake, deep, light, rem]
         UNIFIED: [awake, asleep]
-      SLEEP_TYPES: [main, nap]
+      SLEEP_TYPES: [main, nap, all]
-      INCLUDE_SLEEP_LATER_THAN: 0 # a number ranged from 0 (midnight) to 1439 (23:59)
+      LAST_NIGHT_END: 0 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight
-      REFERENCE_TIME: MIDNIGHT # chosen from "MIDNIGHT" and "START_OF_THE_SEGMENT"
+      ROUTINE_REFERENCE_TIME: MIDNIGHT # chosen from "MIDNIGHT" and "START_OF_THE_SEGMENT"
       SRC_SCRIPT: src/features/fitbit_sleep_intraday/rapids/main.py
   
     PRICE:
       COMPUTE: False
-      FEATURES: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, "stdstarttimeofepisodemain", "stdendtimeofepisodemain", "stdmidpointofepisodemain", socialjetlag, meanssdstarttimeofepisodemain, meanssdendtimeofepisodemain, meanssdmidpointofepisodemain, medianssdstarttimeofepisodemain, medianssdendtimeofepisodemain, medianssdmidpointofepisodemain]
+      FEATURES: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, stdstarttimeofepisodemain, stdendtimeofepisodemain, stdmidpointofepisodemain, socialjetlag, rmssdmeanstarttimeofepisodemain, rmssdmeanendtimeofepisodemain, rmssdmeanmidpointofepisodemain, rmssdmedianstarttimeofepisodemain, rmssdmedianendtimeofepisodemain, rmssdmedianmidpointofepisodemain]
       SLEEP_LEVELS:
+        INCLUDE_ALL_GROUPS: True
         CLASSIC: [awake, restless, asleep]
         STAGES: [wake, deep, light, rem]
         UNIFIED: [awake, asleep]
       DAY_TYPES: [WEEKEND, WEEK, ALL]
-      GROUP_EPISODES_WITHIN: # by default: today's 6pm to tomorrow's noon
+      LAST_NIGHT_END: 660 # number of minutes after the midnight (11:00) 11*60
-        START_TIME: 1080 # number of minutes after the midnight (18:00) 18*60
-        LENGTH: 1080 # in minutes (18 hours) 18*60
       SRC_SCRIPT: src/features/fitbit_sleep_intraday/price/main.py
 
 # See https://www.rapids.science/latest/features/fitbit-steps-summary/

tests/settings/stz_event_config.yaml

@@ -324,19 +324,19 @@ FITBIT_DATA_STREAMS:
   # AVAILABLE:
   fitbitjson_mysql: 
     DATABASE_GROUP: MY_GROUP
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
   
   fitbitparsed_mysql: 
     DATABASE_GROUP: MY_GROUP
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
   fitbitjson_csv: 
     FOLDER: data/external/fitbit_csv
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
   fitbitparsed_csv: 
     FOLDER: tests/data/external/aware_csv
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
 # Sensors ------
 FITBIT_CALORIES_INTRADAY:
@@ -383,11 +383,11 @@ FITBIT_HEARTRATE_INTRADAY:
 
 # See https://www.rapids.science/latest/features/fitbit-sleep-summary/
 FITBIT_SLEEP_SUMMARY:
-  CONTAINER: sleep_summary
+  CONTAINER: fitbit_sleep_summary_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
-      FEATURES: ["countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
+      FEATURES: ["firstwaketime", "lastwaketime", "firstbedtime", "lastbedtime", "countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
       SLEEP_TYPES: ["main", "nap", "all"]
       SRC_SCRIPT: src/features/fitbit_sleep_summary/rapids/main.py
 
@@ -398,31 +398,30 @@ FITBIT_SLEEP_INTRADAY:
     RAPIDS:
       COMPUTE: False
       FEATURES:
-        LEVELS_AND_TYPES_COMBINING_ALL: True
         LEVELS_AND_TYPES: [countepisode, sumduration, maxduration, minduration, avgduration, medianduration, stdduration]
         RATIOS_TYPE: [count, duration]
         RATIOS_SCOPE: [ACROSS_LEVELS, ACROSS_TYPES, WITHIN_LEVELS, WITHIN_TYPES]
         ROUTINE: [starttimefirstmainsleep, endtimelastmainsleep, starttimefirstnap, endtimelastnap]
       SLEEP_LEVELS:
+        INCLUDE_ALL_GROUPS: True
         CLASSIC: [awake, restless, asleep]
         STAGES: [wake, deep, light, rem]
         UNIFIED: [awake, asleep]
-      SLEEP_TYPES: [main, nap]
+      SLEEP_TYPES: [main, nap, all]
-      INCLUDE_SLEEP_LATER_THAN: 0 # a number ranged from 0 (midnight) to 1439 (23:59)
+      LAST_NIGHT_END: 0 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight
-      REFERENCE_TIME: MIDNIGHT # chosen from "MIDNIGHT" and "START_OF_THE_SEGMENT"
+      ROUTINE_REFERENCE_TIME: MIDNIGHT # chosen from "MIDNIGHT" and "START_OF_THE_SEGMENT"
       SRC_SCRIPT: src/features/fitbit_sleep_intraday/rapids/main.py
   
     PRICE:
       COMPUTE: False
-      FEATURES: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, "stdstarttimeofepisodemain", "stdendtimeofepisodemain", "stdmidpointofepisodemain", socialjetlag, meanssdstarttimeofepisodemain, meanssdendtimeofepisodemain, meanssdmidpointofepisodemain, medianssdstarttimeofepisodemain, medianssdendtimeofepisodemain, medianssdmidpointofepisodemain]
+      FEATURES: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, stdstarttimeofepisodemain, stdendtimeofepisodemain, stdmidpointofepisodemain, socialjetlag, rmssdmeanstarttimeofepisodemain, rmssdmeanendtimeofepisodemain, rmssdmeanmidpointofepisodemain, rmssdmedianstarttimeofepisodemain, rmssdmedianendtimeofepisodemain, rmssdmedianmidpointofepisodemain]
       SLEEP_LEVELS:
+        INCLUDE_ALL_GROUPS: True
         CLASSIC: [awake, restless, asleep]
         STAGES: [wake, deep, light, rem]
         UNIFIED: [awake, asleep]
       DAY_TYPES: [WEEKEND, WEEK, ALL]
-      GROUP_EPISODES_WITHIN: # by default: today's 6pm to tomorrow's noon
+      LAST_NIGHT_END: 660 # number of minutes after the midnight (11:00) 11*60
-        START_TIME: 1080 # number of minutes after the midnight (18:00) 18*60
-        LENGTH: 1080 # in minutes (18 hours) 18*60
       SRC_SCRIPT: src/features/fitbit_sleep_intraday/price/main.py
 
 # See https://www.rapids.science/latest/features/fitbit-steps-summary/

tests/settings/stz_frequency_config.yaml

@@ -324,19 +324,19 @@ FITBIT_DATA_STREAMS:
   # AVAILABLE:
   fitbitjson_mysql: 
     DATABASE_GROUP: MY_GROUP
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
   
   fitbitparsed_mysql: 
     DATABASE_GROUP: MY_GROUP
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
   fitbitjson_csv: 
     FOLDER: data/external/fitbit_csv
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
   fitbitparsed_csv: 
     FOLDER: tests/data/external/aware_csv
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
 # Sensors ------
 
@@ -384,11 +384,11 @@ FITBIT_HEARTRATE_INTRADAY:
 
 # See https://www.rapids.science/latest/features/fitbit-sleep-summary/
 FITBIT_SLEEP_SUMMARY:
-  CONTAINER: sleep_summary
+  CONTAINER: fitbit_sleep_summary_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
-      FEATURES: ["countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
+      FEATURES: ["firstwaketime", "lastwaketime", "firstbedtime", "lastbedtime", "countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
       SLEEP_TYPES: ["main", "nap", "all"]
       SRC_SCRIPT: src/features/fitbit_sleep_summary/rapids/main.py
 
@@ -399,31 +399,30 @@ FITBIT_SLEEP_INTRADAY:
     RAPIDS:
       COMPUTE: False
       FEATURES:
-        LEVELS_AND_TYPES_COMBINING_ALL: True
         LEVELS_AND_TYPES: [countepisode, sumduration, maxduration, minduration, avgduration, medianduration, stdduration]
         RATIOS_TYPE: [count, duration]
         RATIOS_SCOPE: [ACROSS_LEVELS, ACROSS_TYPES, WITHIN_LEVELS, WITHIN_TYPES]
         ROUTINE: [starttimefirstmainsleep, endtimelastmainsleep, starttimefirstnap, endtimelastnap]
       SLEEP_LEVELS:
+        INCLUDE_ALL_GROUPS: True
         CLASSIC: [awake, restless, asleep]
         STAGES: [wake, deep, light, rem]
         UNIFIED: [awake, asleep]
-      SLEEP_TYPES: [main, nap]
+      SLEEP_TYPES: [main, nap, all]
-      INCLUDE_SLEEP_LATER_THAN: 0 # a number ranged from 0 (midnight) to 1439 (23:59)
+      LAST_NIGHT_END: 0 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight
-      REFERENCE_TIME: MIDNIGHT # chosen from "MIDNIGHT" and "START_OF_THE_SEGMENT"
+      ROUTINE_REFERENCE_TIME: MIDNIGHT # chosen from "MIDNIGHT" and "START_OF_THE_SEGMENT"
       SRC_SCRIPT: src/features/fitbit_sleep_intraday/rapids/main.py
   
     PRICE:
       COMPUTE: False
-      FEATURES: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, "stdstarttimeofepisodemain", "stdendtimeofepisodemain", "stdmidpointofepisodemain", socialjetlag, meanssdstarttimeofepisodemain, meanssdendtimeofepisodemain, meanssdmidpointofepisodemain, medianssdstarttimeofepisodemain, medianssdendtimeofepisodemain, medianssdmidpointofepisodemain]
+      FEATURES: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, stdstarttimeofepisodemain, stdendtimeofepisodemain, stdmidpointofepisodemain, socialjetlag, rmssdmeanstarttimeofepisodemain, rmssdmeanendtimeofepisodemain, rmssdmeanmidpointofepisodemain, rmssdmedianstarttimeofepisodemain, rmssdmedianendtimeofepisodemain, rmssdmedianmidpointofepisodemain]
       SLEEP_LEVELS:
+        INCLUDE_ALL_GROUPS: True
         CLASSIC: [awake, restless, asleep]
         STAGES: [wake, deep, light, rem]
         UNIFIED: [awake, asleep]
       DAY_TYPES: [WEEKEND, WEEK, ALL]
-      GROUP_EPISODES_WITHIN: # by default: today's 6pm to tomorrow's noon
+      LAST_NIGHT_END: 660 # number of minutes after the midnight (11:00) 11*60
-        START_TIME: 1080 # number of minutes after the midnight (18:00) 18*60
-        LENGTH: 1080 # in minutes (18 hours) 18*60
       SRC_SCRIPT: src/features/fitbit_sleep_intraday/price/main.py
 
 # See https://www.rapids.science/latest/features/fitbit-steps-summary/

tests/settings/stz_periodic_config.yaml

@@ -324,19 +324,19 @@ FITBIT_DATA_STREAMS:
   # AVAILABLE:
   fitbitjson_mysql: 
     DATABASE_GROUP: MY_GROUP
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
   
   fitbitparsed_mysql: 
     DATABASE_GROUP: MY_GROUP
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
   fitbitjson_csv: 
     FOLDER: data/external/fitbit_csv
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
   fitbitparsed_csv: 
     FOLDER: tests/data/external/aware_csv
-    SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp.
+    SLEEP_SUMMARY_LAST_NIGHT_END: 660 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight. By default, 660 (11:00).
 
 # Sensors ------
 FITBIT_CALORIES_INTRADAY:
@@ -383,11 +383,11 @@ FITBIT_HEARTRATE_INTRADAY:
 
 # See https://www.rapids.science/latest/features/fitbit-sleep-summary/
 FITBIT_SLEEP_SUMMARY:
-  CONTAINER: sleep_summary
+  CONTAINER: fitbit_sleep_summary_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
-      FEATURES: ["countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
+      FEATURES: ["firstwaketime", "lastwaketime", "firstbedtime", "lastbedtime", "countepisode", "avgefficiency", "sumdurationafterwakeup", "sumdurationasleep", "sumdurationawake", "sumdurationtofallasleep", "sumdurationinbed", "avgdurationafterwakeup", "avgdurationasleep", "avgdurationawake", "avgdurationtofallasleep", "avgdurationinbed"]
       SLEEP_TYPES: ["main", "nap", "all"]
       SRC_SCRIPT: src/features/fitbit_sleep_summary/rapids/main.py
 
@@ -398,31 +398,30 @@ FITBIT_SLEEP_INTRADAY:
     RAPIDS:
       COMPUTE: False
       FEATURES:
-        LEVELS_AND_TYPES_COMBINING_ALL: True
         LEVELS_AND_TYPES: [countepisode, sumduration, maxduration, minduration, avgduration, medianduration, stdduration]
         RATIOS_TYPE: [count, duration]
         RATIOS_SCOPE: [ACROSS_LEVELS, ACROSS_TYPES, WITHIN_LEVELS, WITHIN_TYPES]
         ROUTINE: [starttimefirstmainsleep, endtimelastmainsleep, starttimefirstnap, endtimelastnap]
       SLEEP_LEVELS:
+        INCLUDE_ALL_GROUPS: True
         CLASSIC: [awake, restless, asleep]
         STAGES: [wake, deep, light, rem]
         UNIFIED: [awake, asleep]
-      SLEEP_TYPES: [main, nap]
+      SLEEP_TYPES: [main, nap, all]
-      INCLUDE_SLEEP_LATER_THAN: 0 # a number ranged from 0 (midnight) to 1439 (23:59)
+      LAST_NIGHT_END: 0 # a number ranged from 0 (midnight) to 1439 (23:59) which denotes number of minutes after the midnight
-      REFERENCE_TIME: MIDNIGHT # chosen from "MIDNIGHT" and "START_OF_THE_SEGMENT"
+      ROUTINE_REFERENCE_TIME: MIDNIGHT # chosen from "MIDNIGHT" and "START_OF_THE_SEGMENT"
       SRC_SCRIPT: src/features/fitbit_sleep_intraday/rapids/main.py
   
     PRICE:
       COMPUTE: False
-      FEATURES: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, "stdstarttimeofepisodemain", "stdendtimeofepisodemain", "stdmidpointofepisodemain", socialjetlag, meanssdstarttimeofepisodemain, meanssdendtimeofepisodemain, meanssdmidpointofepisodemain, medianssdstarttimeofepisodemain, medianssdendtimeofepisodemain, medianssdmidpointofepisodemain]
+      FEATURES: [avgduration, avgratioduration, avgstarttimeofepisodemain, avgendtimeofepisodemain, avgmidpointofepisodemain, stdstarttimeofepisodemain, stdendtimeofepisodemain, stdmidpointofepisodemain, socialjetlag, rmssdmeanstarttimeofepisodemain, rmssdmeanendtimeofepisodemain, rmssdmeanmidpointofepisodemain, rmssdmedianstarttimeofepisodemain, rmssdmedianendtimeofepisodemain, rmssdmedianmidpointofepisodemain]
       SLEEP_LEVELS:
+        INCLUDE_ALL_GROUPS: True
         CLASSIC: [awake, restless, asleep]
         STAGES: [wake, deep, light, rem]
         UNIFIED: [awake, asleep]
       DAY_TYPES: [WEEKEND, WEEK, ALL]
-      GROUP_EPISODES_WITHIN: # by default: today's 6pm to tomorrow's noon
+      LAST_NIGHT_END: 660 # number of minutes after the midnight (11:00) 11*60
-        START_TIME: 1080 # number of minutes after the midnight (18:00) 18*60
-        LENGTH: 1080 # in minutes (18 hours) 18*60
       SRC_SCRIPT: src/features/fitbit_sleep_intraday/price/main.py
 
 # See https://www.rapids.science/latest/features/fitbit-steps-summary/