Finished phone light test

docs/developers/test-cases.md

@@ -17,7 +17,7 @@ The following is a list of the sensors that testing is currently available.
 | Phone Calls                   | RAPIDS   | Y        | Y         | Y     |
 | Phone Conversation            | RAPIDS   | Y        | Y         | Y     |
 | Phone Data Yield              | RAPIDS   | N        | N         | N     |
-| Phone Light                   | RAPIDS   | Y        | Y         | N     |
+| Phone Light                   | RAPIDS   | Y        | Y         | Y     |
 | Phone Locations               | Doryab   | N        | N         | N     |
 | Phone Locations               | Barnett  | N        | N         | N     |
 | Phone Messages                | RAPIDS   | Y        | Y         | N     |
@@ -211,14 +211,25 @@ Checklist
 
 ## Light
 
--   The raw light data file contains data for 1 day.
+Description
--   The raw light data contains 3 or 4 rows of data for each `epoch`
+
-    except `night`. The single row of data for `night` is for testing
+- The 4-day raw data is contained in `phone_light_raw.csv`
-    features for single values inputs. (Example testing the standard
+- One episode for each daily segment (`night`, `morning`, `afternoon` and `evening`)
-    deviation of one input value)
+- Two episodes locate in the same 30-min segment (`Fri 00:07:27.000` and `Fri 00:12:00.000`)
--   Since light is only available for Android there is only one file
+- Two episodes locate in the same daily segment (`Fri 01:00:01.000` and `Fri 03:59:59.654`)
-    that contains data for Android. All other files (i.e. for iPhone)
+- One episode before the time switch (`Sun 00:08:00.000`) and one episode after the time switch (`Sun 05:36:00.000`)
-    are empty data files.
+
+Checklist
+
+|time segment| single tz | multi tz|platform|
+|-|-|-|-|
+|30min|OK|OK|android|
+|morning|OK|OK|android|
+|daily|OK|OK|android|
+|threeday|OK|OK|android|
+|weekend|OK|OK|android|
+|beforeMarchEvent|OK|OK|android|
+|beforeNovemberEvent|OK|OK|android|
 
 ## Locations
 

tests/data/external/aware_csv/phone_light_raw.csv

@@ -0,0 +1,91 @@
+timestamp,device_id,double_light_lux,accuracy,label
+1583471247000,android,15258.0,3,
+1583471520000,android,1469.0,3,
+1583474401000,android,0.0,3,
+1583474411000,android,0.0,3,
+1583485199654,android,0.065,3,
+1583492400461,android,472.52,3,
+1583499599053,android,37252.0,3,
+1583506799794,android,90298.0,3,
+1583513999891,android,114615.0,3,
+1583514000002,android,97656.0,3,
+1583521199119,android,90625.0,3,
+1583528399453,android,24414.0,3,
+1583535599082,android,10351.0,3,
+1583535600724,android,15258.0,3,
+1583542799000,android,472.52,3,
+1583542799287,android,1469.0,3,
+1583542800000,android,37252.0,3,
+1583542800000,android,90298.0,3,
+1583542860000,android,114615.0,3,
+1583544599000,android,97656.0,3,
+1583544600000,android,90625.0,3,
+1583544601000,android,24414.0,3,
+1583557199000,android,10351.0,3,
+1583557199301,android,84.156,3,
+1583577960000,android,500.0,3,
+1583578260000,android,590.0,3,
+1583603340000,android,21000.0,3,
+1583604420000,android,27080.0,3,
+1583604960000,android,31000.0,3,
+1583614620000,android,21000.0,3,
+1583616300000,android,37050.0,3,
+1583617500000,android,38000.0,3,
+1583627280000,android,76000.0,3,
+1583640600000,android,1350.0,3,
+1583644080000,android,206.0,3,
+1583645220000,android,128.0,3,
+1583660160000,android,872.0,3,
+1583683620000,android,24510.0,3,
+1583693220000,android,32010.0,3,
+1583700720000,android,28500.0,3,
+1583709360000,android,4500.0,3,
+1583735760000,android,500.0,3,
+1583749140000,android,13200.0,3,
+1583782860000,android,27200.0,3,
+1583793300000,android,18030.0,3,
+1604030847000,android,15258.0,3,
+1604031120000,android,1469.0,3,
+1604034001000,android,0.0,3,
+1604034011000,android,0.0,3,
+1604044799654,android,0.065,3,
+1604052000461,android,472.52,3,
+1604059199053,android,37252.0,3,
+1604066399794,android,90298.0,3,
+1604073599891,android,114615.0,3,
+1604073600002,android,97656.0,3,
+1604080799119,android,90625.0,3,
+1604087999453,android,24414.0,3,
+1604095199082,android,10351.0,3,
+1604095200724,android,15258.0,3,
+1604102399000,android,472.52,3,
+1604102399287,android,1469.0,3,
+1604102400000,android,37252.0,3,
+1604102400000,android,90298.0,3,
+1604102460000,android,114615.0,3,
+1604104199000,android,97656.0,3,
+1604104200000,android,90625.0,3,
+1604104201000,android,24414.0,3,
+1604116799000,android,10351.0,3,
+1604116799301,android,84.156,3,
+1604137560000,android,500.0,3,
+1604137860000,android,590.0,3,
+1604162940000,android,21000.0,3,
+1604164020000,android,27080.0,3,
+1604164560000,android,31000.0,3,
+1604174220000,android,21000.0,3,
+1604175900000,android,37050.0,3,
+1604177100000,android,38000.0,3,
+1604186880000,android,76000.0,3,
+1604200200000,android,1350.0,3,
+1604203680000,android,206.0,3,
+1604204820000,android,128.0,3,
+1604226960000,android,872.0,3,
+1604250420000,android,24510.0,3,
+1604260020000,android,32010.0,3,
+1604267520000,android,28500.0,3,
+1604276160000,android,4500.0,3,
+1604302560000,android,500.0,3,
+1604315940000,android,13200.0,3,
+1604349660000,android,27200.0,3,
+1604360100000,android,18030.0,3,

tests/data/manual/aware_csv/phone_light_raw.csv

@@ -0,0 +1,46 @@
+test_time,device_id,double_light_lux,accuracy,label
+Fri 00:07:27.000,android,15258.0,3,
+Fri 00:12:00.000,android,1469.0,3,
+Fri 01:00:01.000,android,0.0,3,
+Fri 01:00:11.000,android,0.0,3,
+Fri 03:59:59.654,android,0.065,3,
+Fri 06:00:00.461,android,472.52,3,
+Fri 07:59:59.053,android,37252.0,3,
+Fri 09:59:59.794,android,90298.0,3,
+Fri 11:59:59.891,android,114615.0,3,
+Fri 12:00:00.002,android,97656.0,3,
+Fri 13:59:59.119,android,90625.0,3,
+Fri 15:59:59.453,android,24414.0,3,
+Fri 17:59:59.082,android,10351.0,3,
+Fri 18:00:00.724,android,15258.0,3,
+Fri 19:59:59.000,android,472.52,3,
+Fri 19:59:59.287,android,1469.0,3,
+Fri 20:00:00.000,android,37252.0,3,
+Fri 20:00:00.000,android,90298.0,3,
+Fri 20:01:00.000,android,114615.0,3,
+Fri 20:29:59.000,android,97656.0,3,
+Fri 20:30:00.000,android,90625.0,3,
+Fri 20:30:01.000,android,24414.0,3,
+Fri 23:59:59.000,android,10351.0,3,
+Fri 23:59:59.301,android,84.156,3,
+Sat 05:46:00.000,android,500.0,3,
+Sat 05:51:00.000,android,590.0,3,
+Sat 12:49:00.000,android,21000.0,3,
+Sat 13:07:00.000,android,27080.0,3,
+Sat 13:16:00.000,android,31000.0,3,
+Sat 15:57:00.000,android,21000.0,3,
+Sat 16:25:00.000,android,37050.0,3,
+Sat 16:45:00.000,android,38000.0,3,
+Sat 19:28:00.000,android,76000.0,3,
+Sat 23:10:00.000,android,1350.0,3,
+Sun 00:08:00.000,android,206.0,3,
+Sun 00:27:00.000,android,128.0,3,
+Sun 05:36:00.000,android,872.0,3,
+Sun 12:07:00.000,android,24510.0,3,
+Sun 14:47:00.000,android,32010.0,3,
+Sun 16:52:00.000,android,28500.0,3,
+Sun 19:16:00.000,android,4500.0,3,
+Mon 02:36:00.000,android,500.0,3,
+Mon 06:19:00.000,android,13200.0,3,
+Mon 15:41:00.000,android,27200.0,3,
+Mon 18:35:00.000,android,18030.0,3,

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

@@ -0,0 +1,3 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_count","phone_light_rapids_maxlux","phone_light_rapids_minlux","phone_light_rapids_avglux","phone_light_rapids_medianlux","phone_light_rapids_stdlux"
+"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",9,76000,128,23347.3333333333,24510,25775.0912704495
+"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",8,76000,128,22264.5,12930,27335.013188217

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1,69 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_count","phone_light_rapids_maxlux","phone_light_rapids_minlux","phone_light_rapids_avglux","phone_light_rapids_medianlux","phone_light_rapids_stdlux"
+"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",2,15258,1469,8363.5,8363.5,9750.2954057813
+"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",2,15258,1469,8363.5,8363.5,9750.2954057813
+"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",2,0,0,0,0,0
+"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",2,0,0,0,0,0
+"thirtyminutes0003#2020-03-08 01:30:00,2020-03-08 01:59:59","thirtyminutes0003","2020-03-08 01:30:00","2020-03-08 01:59:59",1,872,872,872,872,NA
+"thirtyminutes0005#2020-03-09 02:30:00,2020-03-09 02:59:59","thirtyminutes0005","2020-03-09 02:30:00","2020-03-09 02:59:59",1,500,500,500,500,NA
+"thirtyminutes0005#2020-11-01 02:30:00,2020-11-01 02:59:59","thirtyminutes0005","2020-11-01 02:30:00","2020-11-01 02:59:59",1,872,872,872,872,NA
+"thirtyminutes0005#2020-11-02 02:30:00,2020-11-02 02:59:59","thirtyminutes0005","2020-11-02 02:30:00","2020-11-02 02:59:59",1,500,500,500,500,NA
+"thirtyminutes0007#2020-03-06 03:30:00,2020-03-06 03:59:59","thirtyminutes0007","2020-03-06 03:30:00","2020-03-06 03:59:59",1,0.065,0.065,0.065,0.065,NA
+"thirtyminutes0007#2020-10-30 03:30:00,2020-10-30 03:59:59","thirtyminutes0007","2020-10-30 03:30:00","2020-10-30 03:59:59",1,0.065,0.065,0.065,0.065,NA
+"thirtyminutes0011#2020-03-07 05:30:00,2020-03-07 05:59:59","thirtyminutes0011","2020-03-07 05:30:00","2020-03-07 05:59:59",2,590,500,545,545,63.6396103067893
+"thirtyminutes0011#2020-10-31 05:30:00,2020-10-31 05:59:59","thirtyminutes0011","2020-10-31 05:30:00","2020-10-31 05:59:59",2,590,500,545,545,63.6396103067893
+"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",1,472.52,472.52,472.52,472.52,NA
+"thirtyminutes0012#2020-03-09 06:00:00,2020-03-09 06:29:59","thirtyminutes0012","2020-03-09 06:00:00","2020-03-09 06:29:59",1,13200,13200,13200,13200,NA
+"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",1,472.52,472.52,472.52,472.52,NA
+"thirtyminutes0012#2020-11-02 06:00:00,2020-11-02 06:29:59","thirtyminutes0012","2020-11-02 06:00:00","2020-11-02 06:29:59",1,13200,13200,13200,13200,NA
+"thirtyminutes0015#2020-03-06 07:30:00,2020-03-06 07:59:59","thirtyminutes0015","2020-03-06 07:30:00","2020-03-06 07:59:59",1,37252,37252,37252,37252,NA
+"thirtyminutes0015#2020-10-30 07:30:00,2020-10-30 07:59:59","thirtyminutes0015","2020-10-30 07:30:00","2020-10-30 07:59:59",1,37252,37252,37252,37252,NA
+"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,90298,90298,90298,90298,NA
+"thirtyminutes0019#2020-03-07 09:30:00,2020-03-07 09:59:59","thirtyminutes0019","2020-03-07 09:30:00","2020-03-07 09:59:59",1,21000,21000,21000,21000,NA
+"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,90298,90298,90298,90298,NA
+"thirtyminutes0019#2020-10-31 09:30:00,2020-10-31 09:59:59","thirtyminutes0019","2020-10-31 09:30:00","2020-10-31 09:59:59",1,21000,21000,21000,21000,NA
+"thirtyminutes0020#2020-03-07 10:00:00,2020-03-07 10:29:59","thirtyminutes0020","2020-03-07 10:00:00","2020-03-07 10:29:59",2,31000,27080,29040,29040,2771.85858225127
+"thirtyminutes0020#2020-10-31 10:00:00,2020-10-31 10:29:59","thirtyminutes0020","2020-10-31 10:00:00","2020-10-31 10:29:59",2,31000,27080,29040,29040,2771.85858225127
+"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",1,114615,114615,114615,114615,NA
+"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",1,114615,114615,114615,114615,NA
+"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",1,97656,97656,97656,97656,NA
+"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",1,24510,24510,24510,24510,NA
+"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",1,97656,97656,97656,97656,NA
+"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",1,24510,24510,24510,24510,NA
+"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",1,21000,21000,21000,21000,NA
+"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",1,21000,21000,21000,21000,NA
+"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",1,37050,37050,37050,37050,NA
+"thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",1,37050,37050,37050,37050,NA
+"thirtyminutes0027#2020-03-06 13:30:00,2020-03-06 13:59:59","thirtyminutes0027","2020-03-06 13:30:00","2020-03-06 13:59:59",1,90625,90625,90625,90625,NA
+"thirtyminutes0027#2020-03-07 13:30:00,2020-03-07 13:59:59","thirtyminutes0027","2020-03-07 13:30:00","2020-03-07 13:59:59",1,38000,38000,38000,38000,NA
+"thirtyminutes0027#2020-10-30 13:30:00,2020-10-30 13:59:59","thirtyminutes0027","2020-10-30 13:30:00","2020-10-30 13:59:59",1,90625,90625,90625,90625,NA
+"thirtyminutes0027#2020-10-31 13:30:00,2020-10-31 13:59:59","thirtyminutes0027","2020-10-31 13:30:00","2020-10-31 13:59:59",1,38000,38000,38000,38000,NA
+"thirtyminutes0029#2020-03-08 14:30:00,2020-03-08 14:59:59","thirtyminutes0029","2020-03-08 14:30:00","2020-03-08 14:59:59",1,32010,32010,32010,32010,NA
+"thirtyminutes0029#2020-11-01 14:30:00,2020-11-01 14:59:59","thirtyminutes0029","2020-11-01 14:30:00","2020-11-01 14:59:59",1,32010,32010,32010,32010,NA
+"thirtyminutes0031#2020-03-06 15:30:00,2020-03-06 15:59:59","thirtyminutes0031","2020-03-06 15:30:00","2020-03-06 15:59:59",1,24414,24414,24414,24414,NA
+"thirtyminutes0031#2020-03-09 15:30:00,2020-03-09 15:59:59","thirtyminutes0031","2020-03-09 15:30:00","2020-03-09 15:59:59",1,27200,27200,27200,27200,NA
+"thirtyminutes0031#2020-10-30 15:30:00,2020-10-30 15:59:59","thirtyminutes0031","2020-10-30 15:30:00","2020-10-30 15:59:59",1,24414,24414,24414,24414,NA
+"thirtyminutes0031#2020-11-02 15:30:00,2020-11-02 15:59:59","thirtyminutes0031","2020-11-02 15:30:00","2020-11-02 15:59:59",1,27200,27200,27200,27200,NA
+"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",1,76000,76000,76000,76000,NA
+"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",1,76000,76000,76000,76000,NA
+"thirtyminutes0033#2020-03-08 16:30:00,2020-03-08 16:59:59","thirtyminutes0033","2020-03-08 16:30:00","2020-03-08 16:59:59",1,28500,28500,28500,28500,NA
+"thirtyminutes0033#2020-11-01 16:30:00,2020-11-01 16:59:59","thirtyminutes0033","2020-11-01 16:30:00","2020-11-01 16:59:59",1,28500,28500,28500,28500,NA
+"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",1,10351,10351,10351,10351,NA
+"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",1,10351,10351,10351,10351,NA
+"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1,15258,15258,15258,15258,NA
+"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1,15258,15258,15258,15258,NA
+"thirtyminutes0037#2020-03-09 18:30:00,2020-03-09 18:59:59","thirtyminutes0037","2020-03-09 18:30:00","2020-03-09 18:59:59",1,18030,18030,18030,18030,NA
+"thirtyminutes0037#2020-11-02 18:30:00,2020-11-02 18:59:59","thirtyminutes0037","2020-11-02 18:30:00","2020-11-02 18:59:59",1,18030,18030,18030,18030,NA
+"thirtyminutes0038#2020-03-08 19:00:00,2020-03-08 19:29:59","thirtyminutes0038","2020-03-08 19:00:00","2020-03-08 19:29:59",1,4500,4500,4500,4500,NA
+"thirtyminutes0038#2020-11-01 19:00:00,2020-11-01 19:29:59","thirtyminutes0038","2020-11-01 19:00:00","2020-11-01 19:29:59",1,4500,4500,4500,4500,NA
+"thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",2,1469,472.52,970.76,970.76,704.617765316771
+"thirtyminutes0039#2020-10-30 19:30:00,2020-10-30 19:59:59","thirtyminutes0039","2020-10-30 19:30:00","2020-10-30 19:59:59",2,1469,472.52,970.76,970.76,704.617765316771
+"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",4,114615,37252,84955.25,93977,33392.3886474648
+"thirtyminutes0040#2020-03-07 20:00:00,2020-03-07 20:29:59","thirtyminutes0040","2020-03-07 20:00:00","2020-03-07 20:29:59",1,1350,1350,1350,1350,NA
+"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",4,114615,37252,84955.25,93977,33392.3886474648
+"thirtyminutes0040#2020-10-31 20:00:00,2020-10-31 20:29:59","thirtyminutes0040","2020-10-31 20:00:00","2020-10-31 20:29:59",1,1350,1350,1350,1350,NA
+"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",2,90625,24414,57519.5,57519.5,46818.2470891425
+"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",2,90625,24414,57519.5,57519.5,46818.2470891425
+"thirtyminutes0042#2020-03-07 21:00:00,2020-03-07 21:29:59","thirtyminutes0042","2020-03-07 21:00:00","2020-03-07 21:29:59",2,206,128,167,167,55.1543289325507
+"thirtyminutes0042#2020-10-31 21:00:00,2020-10-31 21:29:59","thirtyminutes0042","2020-10-31 21:00:00","2020-10-31 21:29:59",2,206,128,167,167,55.1543289325507
+"thirtyminutes0047#2020-03-06 23:30:00,2020-03-06 23:59:59","thirtyminutes0047","2020-03-06 23:30:00","2020-03-06 23:59:59",2,10351,84.156,5217.578,5217.578,7259.75501378442
+"thirtyminutes0047#2020-10-30 23:30:00,2020-10-30 23:59:59","thirtyminutes0047","2020-10-30 23:30:00","2020-10-30 23:59:59",2,10351,84.156,5217.578,5217.578,7259.75501378442

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1,27 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_count","phone_light_rapids_maxlux","phone_light_rapids_minlux","phone_light_rapids_avglux","phone_light_rapids_medianlux","phone_light_rapids_stdlux"
+"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",24,114615,0,40204.385875,19836,43707.8141548465
+"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",12,76000,128,21158.6666666667,21000,22960.9118813744
+"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",5,32010,872,18078.4,24510,14357.0353067756
+"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",4,27200,500,14732.5,15615,11123.9182994722
+"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",24,114615,0,40204.385875,19836,43707.8141548465
+"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",12,76000,128,21158.6666666667,21000,22960.9118813744
+"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",5,32010,872,18078.4,24510,14357.0353067756
+"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",4,27200,500,14732.5,15615,11123.9182994722
+"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",4,114615,472.52,60659.38,63775,51510.5823438666
+"morning#2020-03-07 06:00:00,2020-03-07 11:59:59","morning","2020-03-07 06:00:00","2020-03-07 11:59:59",3,31000,21000,26360,27080,5038.72999871992
+"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",1,13200,13200,13200,13200,NA
+"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",4,114615,472.52,60659.38,63775,51510.5823438666
+"morning#2020-10-31 06:00:00,2020-10-31 11:59:59","morning","2020-10-31 06:00:00","2020-10-31 11:59:59",3,31000,21000,26360,27080,5038.72999871992
+"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",1,13200,13200,13200,13200,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",41,114615,0,31931.7380731707,21000,36931.3823249349
+"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",21,76000,128,19201.2380952381,21000,18877.3957046642
+"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",9,32010,500,16591.3333333333,18030,12352.1273876203
+"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",4,27200,500,14732.5,15615,11123.9182994722
+"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",24,114615,0,40204.385875,19836,43707.8141548465
+"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",36,114615,0,33855.8128055556,21000,38781.3405052496
+"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",41,114615,0,31931.7380731707,21000,36931.3823249349
+"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",21,76000,128,19201.2380952381,21000,18877.3957046642
+"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",9,32010,500,16591.3333333333,18030,12352.1273876203
+"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",4,27200,500,14732.5,15615,11123.9182994722
+"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",41,114615,0,31931.7380731707,21000,36931.3823249349
+"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",41,114615,0,31931.7380731707,21000,36931.3823249349

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1,3 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_count","phone_light_rapids_maxlux","phone_light_rapids_minlux","phone_light_rapids_avglux","phone_light_rapids_medianlux","phone_light_rapids_stdlux"
+"beforeMarchEvent#2020-03-07 16:00:00,2020-03-08 15:00:00","beforeMarchEvent","2020-03-07 16:00:00","2020-03-08 15:00:00",9,76000,128,23347.3333333333,24510,25775.0912704495
+"beforeNovemberEvent#2020-10-31 16:00:00,2020-11-01 13:00:00","beforeNovemberEvent","2020-10-31 16:00:00","2020-11-01 13:00:00",8,76000,128,22264.5,12930,27335.013188217

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1,69 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_count","phone_light_rapids_maxlux","phone_light_rapids_minlux","phone_light_rapids_avglux","phone_light_rapids_medianlux","phone_light_rapids_stdlux"
+"thirtyminutes0000#2020-03-06 00:00:00,2020-03-06 00:29:59","thirtyminutes0000","2020-03-06 00:00:00","2020-03-06 00:29:59",2,15258,1469,8363.5,8363.5,9750.2954057813
+"thirtyminutes0000#2020-03-08 00:00:00,2020-03-08 00:29:59","thirtyminutes0000","2020-03-08 00:00:00","2020-03-08 00:29:59",2,206,128,167,167,55.1543289325507
+"thirtyminutes0000#2020-10-30 00:00:00,2020-10-30 00:29:59","thirtyminutes0000","2020-10-30 00:00:00","2020-10-30 00:29:59",2,15258,1469,8363.5,8363.5,9750.2954057813
+"thirtyminutes0000#2020-11-01 00:00:00,2020-11-01 00:29:59","thirtyminutes0000","2020-11-01 00:00:00","2020-11-01 00:29:59",2,206,128,167,167,55.1543289325507
+"thirtyminutes0002#2020-03-06 01:00:00,2020-03-06 01:29:59","thirtyminutes0002","2020-03-06 01:00:00","2020-03-06 01:29:59",2,0,0,0,0,0
+"thirtyminutes0002#2020-10-30 01:00:00,2020-10-30 01:29:59","thirtyminutes0002","2020-10-30 01:00:00","2020-10-30 01:29:59",2,0,0,0,0,0
+"thirtyminutes0005#2020-03-09 02:30:00,2020-03-09 02:59:59","thirtyminutes0005","2020-03-09 02:30:00","2020-03-09 02:59:59",1,500,500,500,500,NA
+"thirtyminutes0005#2020-11-02 02:30:00,2020-11-02 02:59:59","thirtyminutes0005","2020-11-02 02:30:00","2020-11-02 02:59:59",1,500,500,500,500,NA
+"thirtyminutes0007#2020-03-06 03:30:00,2020-03-06 03:59:59","thirtyminutes0007","2020-03-06 03:30:00","2020-03-06 03:59:59",1,0.065,0.065,0.065,0.065,NA
+"thirtyminutes0007#2020-10-30 03:30:00,2020-10-30 03:59:59","thirtyminutes0007","2020-10-30 03:30:00","2020-10-30 03:59:59",1,0.065,0.065,0.065,0.065,NA
+"thirtyminutes0011#2020-03-07 05:30:00,2020-03-07 05:59:59","thirtyminutes0011","2020-03-07 05:30:00","2020-03-07 05:59:59",2,590,500,545,545,63.6396103067893
+"thirtyminutes0011#2020-03-08 05:30:00,2020-03-08 05:59:59","thirtyminutes0011","2020-03-08 05:30:00","2020-03-08 05:59:59",1,872,872,872,872,NA
+"thirtyminutes0011#2020-10-31 05:30:00,2020-10-31 05:59:59","thirtyminutes0011","2020-10-31 05:30:00","2020-10-31 05:59:59",2,590,500,545,545,63.6396103067893
+"thirtyminutes0011#2020-11-01 05:30:00,2020-11-01 05:59:59","thirtyminutes0011","2020-11-01 05:30:00","2020-11-01 05:59:59",1,872,872,872,872,NA
+"thirtyminutes0012#2020-03-06 06:00:00,2020-03-06 06:29:59","thirtyminutes0012","2020-03-06 06:00:00","2020-03-06 06:29:59",1,472.52,472.52,472.52,472.52,NA
+"thirtyminutes0012#2020-03-09 06:00:00,2020-03-09 06:29:59","thirtyminutes0012","2020-03-09 06:00:00","2020-03-09 06:29:59",1,13200,13200,13200,13200,NA
+"thirtyminutes0012#2020-10-30 06:00:00,2020-10-30 06:29:59","thirtyminutes0012","2020-10-30 06:00:00","2020-10-30 06:29:59",1,472.52,472.52,472.52,472.52,NA
+"thirtyminutes0012#2020-11-02 06:00:00,2020-11-02 06:29:59","thirtyminutes0012","2020-11-02 06:00:00","2020-11-02 06:29:59",1,13200,13200,13200,13200,NA
+"thirtyminutes0015#2020-03-06 07:30:00,2020-03-06 07:59:59","thirtyminutes0015","2020-03-06 07:30:00","2020-03-06 07:59:59",1,37252,37252,37252,37252,NA
+"thirtyminutes0015#2020-10-30 07:30:00,2020-10-30 07:59:59","thirtyminutes0015","2020-10-30 07:30:00","2020-10-30 07:59:59",1,37252,37252,37252,37252,NA
+"thirtyminutes0019#2020-03-06 09:30:00,2020-03-06 09:59:59","thirtyminutes0019","2020-03-06 09:30:00","2020-03-06 09:59:59",1,90298,90298,90298,90298,NA
+"thirtyminutes0019#2020-10-30 09:30:00,2020-10-30 09:59:59","thirtyminutes0019","2020-10-30 09:30:00","2020-10-30 09:59:59",1,90298,90298,90298,90298,NA
+"thirtyminutes0023#2020-03-06 11:30:00,2020-03-06 11:59:59","thirtyminutes0023","2020-03-06 11:30:00","2020-03-06 11:59:59",1,114615,114615,114615,114615,NA
+"thirtyminutes0023#2020-10-30 11:30:00,2020-10-30 11:59:59","thirtyminutes0023","2020-10-30 11:30:00","2020-10-30 11:59:59",1,114615,114615,114615,114615,NA
+"thirtyminutes0024#2020-03-06 12:00:00,2020-03-06 12:29:59","thirtyminutes0024","2020-03-06 12:00:00","2020-03-06 12:29:59",1,97656,97656,97656,97656,NA
+"thirtyminutes0024#2020-03-08 12:00:00,2020-03-08 12:29:59","thirtyminutes0024","2020-03-08 12:00:00","2020-03-08 12:29:59",1,24510,24510,24510,24510,NA
+"thirtyminutes0024#2020-10-30 12:00:00,2020-10-30 12:29:59","thirtyminutes0024","2020-10-30 12:00:00","2020-10-30 12:29:59",1,97656,97656,97656,97656,NA
+"thirtyminutes0024#2020-11-01 12:00:00,2020-11-01 12:29:59","thirtyminutes0024","2020-11-01 12:00:00","2020-11-01 12:29:59",1,24510,24510,24510,24510,NA
+"thirtyminutes0025#2020-03-07 12:30:00,2020-03-07 12:59:59","thirtyminutes0025","2020-03-07 12:30:00","2020-03-07 12:59:59",1,21000,21000,21000,21000,NA
+"thirtyminutes0025#2020-10-31 12:30:00,2020-10-31 12:59:59","thirtyminutes0025","2020-10-31 12:30:00","2020-10-31 12:59:59",1,21000,21000,21000,21000,NA
+"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 13:29:59",2,31000,27080,29040,29040,2771.85858225127
+"thirtyminutes0026#2020-10-31 13:00:00,2020-10-31 13:29:59","thirtyminutes0026","2020-10-31 13:00:00","2020-10-31 13:29:59",2,31000,27080,29040,29040,2771.85858225127
+"thirtyminutes0027#2020-03-06 13:30:00,2020-03-06 13:59:59","thirtyminutes0027","2020-03-06 13:30:00","2020-03-06 13:59:59",1,90625,90625,90625,90625,NA
+"thirtyminutes0027#2020-10-30 13:30:00,2020-10-30 13:59:59","thirtyminutes0027","2020-10-30 13:30:00","2020-10-30 13:59:59",1,90625,90625,90625,90625,NA
+"thirtyminutes0029#2020-03-08 14:30:00,2020-03-08 14:59:59","thirtyminutes0029","2020-03-08 14:30:00","2020-03-08 14:59:59",1,32010,32010,32010,32010,NA
+"thirtyminutes0029#2020-11-01 14:30:00,2020-11-01 14:59:59","thirtyminutes0029","2020-11-01 14:30:00","2020-11-01 14:59:59",1,32010,32010,32010,32010,NA
+"thirtyminutes0031#2020-03-06 15:30:00,2020-03-06 15:59:59","thirtyminutes0031","2020-03-06 15:30:00","2020-03-06 15:59:59",1,24414,24414,24414,24414,NA
+"thirtyminutes0031#2020-03-07 15:30:00,2020-03-07 15:59:59","thirtyminutes0031","2020-03-07 15:30:00","2020-03-07 15:59:59",1,21000,21000,21000,21000,NA
+"thirtyminutes0031#2020-03-09 15:30:00,2020-03-09 15:59:59","thirtyminutes0031","2020-03-09 15:30:00","2020-03-09 15:59:59",1,27200,27200,27200,27200,NA
+"thirtyminutes0031#2020-10-30 15:30:00,2020-10-30 15:59:59","thirtyminutes0031","2020-10-30 15:30:00","2020-10-30 15:59:59",1,24414,24414,24414,24414,NA
+"thirtyminutes0031#2020-10-31 15:30:00,2020-10-31 15:59:59","thirtyminutes0031","2020-10-31 15:30:00","2020-10-31 15:59:59",1,21000,21000,21000,21000,NA
+"thirtyminutes0031#2020-11-02 15:30:00,2020-11-02 15:59:59","thirtyminutes0031","2020-11-02 15:30:00","2020-11-02 15:59:59",1,27200,27200,27200,27200,NA
+"thirtyminutes0032#2020-03-07 16:00:00,2020-03-07 16:29:59","thirtyminutes0032","2020-03-07 16:00:00","2020-03-07 16:29:59",1,37050,37050,37050,37050,NA
+"thirtyminutes0032#2020-10-31 16:00:00,2020-10-31 16:29:59","thirtyminutes0032","2020-10-31 16:00:00","2020-10-31 16:29:59",1,37050,37050,37050,37050,NA
+"thirtyminutes0033#2020-03-07 16:30:00,2020-03-07 16:59:59","thirtyminutes0033","2020-03-07 16:30:00","2020-03-07 16:59:59",1,38000,38000,38000,38000,NA
+"thirtyminutes0033#2020-03-08 16:30:00,2020-03-08 16:59:59","thirtyminutes0033","2020-03-08 16:30:00","2020-03-08 16:59:59",1,28500,28500,28500,28500,NA
+"thirtyminutes0033#2020-10-31 16:30:00,2020-10-31 16:59:59","thirtyminutes0033","2020-10-31 16:30:00","2020-10-31 16:59:59",1,38000,38000,38000,38000,NA
+"thirtyminutes0033#2020-11-01 16:30:00,2020-11-01 16:59:59","thirtyminutes0033","2020-11-01 16:30:00","2020-11-01 16:59:59",1,28500,28500,28500,28500,NA
+"thirtyminutes0035#2020-03-06 17:30:00,2020-03-06 17:59:59","thirtyminutes0035","2020-03-06 17:30:00","2020-03-06 17:59:59",1,10351,10351,10351,10351,NA
+"thirtyminutes0035#2020-10-30 17:30:00,2020-10-30 17:59:59","thirtyminutes0035","2020-10-30 17:30:00","2020-10-30 17:59:59",1,10351,10351,10351,10351,NA
+"thirtyminutes0036#2020-03-06 18:00:00,2020-03-06 18:29:59","thirtyminutes0036","2020-03-06 18:00:00","2020-03-06 18:29:59",1,15258,15258,15258,15258,NA
+"thirtyminutes0036#2020-10-30 18:00:00,2020-10-30 18:29:59","thirtyminutes0036","2020-10-30 18:00:00","2020-10-30 18:29:59",1,15258,15258,15258,15258,NA
+"thirtyminutes0037#2020-03-09 18:30:00,2020-03-09 18:59:59","thirtyminutes0037","2020-03-09 18:30:00","2020-03-09 18:59:59",1,18030,18030,18030,18030,NA
+"thirtyminutes0037#2020-11-02 18:30:00,2020-11-02 18:59:59","thirtyminutes0037","2020-11-02 18:30:00","2020-11-02 18:59:59",1,18030,18030,18030,18030,NA
+"thirtyminutes0038#2020-03-07 19:00:00,2020-03-07 19:29:59","thirtyminutes0038","2020-03-07 19:00:00","2020-03-07 19:29:59",1,76000,76000,76000,76000,NA
+"thirtyminutes0038#2020-03-08 19:00:00,2020-03-08 19:29:59","thirtyminutes0038","2020-03-08 19:00:00","2020-03-08 19:29:59",1,4500,4500,4500,4500,NA
+"thirtyminutes0038#2020-10-31 19:00:00,2020-10-31 19:29:59","thirtyminutes0038","2020-10-31 19:00:00","2020-10-31 19:29:59",1,76000,76000,76000,76000,NA
+"thirtyminutes0038#2020-11-01 19:00:00,2020-11-01 19:29:59","thirtyminutes0038","2020-11-01 19:00:00","2020-11-01 19:29:59",1,4500,4500,4500,4500,NA
+"thirtyminutes0039#2020-03-06 19:30:00,2020-03-06 19:59:59","thirtyminutes0039","2020-03-06 19:30:00","2020-03-06 19:59:59",2,1469,472.52,970.76,970.76,704.617765316771
+"thirtyminutes0039#2020-10-30 19:30:00,2020-10-30 19:59:59","thirtyminutes0039","2020-10-30 19:30:00","2020-10-30 19:59:59",2,1469,472.52,970.76,970.76,704.617765316771
+"thirtyminutes0040#2020-03-06 20:00:00,2020-03-06 20:29:59","thirtyminutes0040","2020-03-06 20:00:00","2020-03-06 20:29:59",4,114615,37252,84955.25,93977,33392.3886474648
+"thirtyminutes0040#2020-10-30 20:00:00,2020-10-30 20:29:59","thirtyminutes0040","2020-10-30 20:00:00","2020-10-30 20:29:59",4,114615,37252,84955.25,93977,33392.3886474648
+"thirtyminutes0041#2020-03-06 20:30:00,2020-03-06 20:59:59","thirtyminutes0041","2020-03-06 20:30:00","2020-03-06 20:59:59",2,90625,24414,57519.5,57519.5,46818.2470891425
+"thirtyminutes0041#2020-10-30 20:30:00,2020-10-30 20:59:59","thirtyminutes0041","2020-10-30 20:30:00","2020-10-30 20:59:59",2,90625,24414,57519.5,57519.5,46818.2470891425
+"thirtyminutes0046#2020-03-07 23:00:00,2020-03-07 23:29:59","thirtyminutes0046","2020-03-07 23:00:00","2020-03-07 23:29:59",1,1350,1350,1350,1350,NA
+"thirtyminutes0046#2020-10-31 23:00:00,2020-10-31 23:29:59","thirtyminutes0046","2020-10-31 23:00:00","2020-10-31 23:29:59",1,1350,1350,1350,1350,NA
+"thirtyminutes0047#2020-03-06 23:30:00,2020-03-06 23:59:59","thirtyminutes0047","2020-03-06 23:30:00","2020-03-06 23:59:59",2,10351,84.156,5217.578,5217.578,7259.75501378442
+"thirtyminutes0047#2020-10-30 23:30:00,2020-10-30 23:59:59","thirtyminutes0047","2020-10-30 23:30:00","2020-10-30 23:59:59",2,10351,84.156,5217.578,5217.578,7259.75501378442

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1,25 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_count","phone_light_rapids_maxlux","phone_light_rapids_minlux","phone_light_rapids_avglux","phone_light_rapids_medianlux","phone_light_rapids_stdlux"
+"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",24,114615,0,40204.385875,19836,43707.8141548465
+"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",10,76000,500,25357,24040,22953.273816362
+"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",7,32010,128,12960.8571428571,4500,14621.9736404788
+"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",4,27200,500,14732.5,15615,11123.9182994722
+"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",24,114615,0,40204.385875,19836,43707.8141548465
+"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",10,76000,500,25357,24040,22953.273816362
+"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",7,32010,128,12960.8571428571,4500,14621.9736404788
+"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",4,27200,500,14732.5,15615,11123.9182994722
+"morning#2020-03-06 06:00:00,2020-03-06 11:59:59","morning","2020-03-06 06:00:00","2020-03-06 11:59:59",4,114615,472.52,60659.38,63775,51510.5823438666
+"morning#2020-03-09 06:00:00,2020-03-09 11:59:59","morning","2020-03-09 06:00:00","2020-03-09 11:59:59",1,13200,13200,13200,13200,NA
+"morning#2020-10-30 06:00:00,2020-10-30 11:59:59","morning","2020-10-30 06:00:00","2020-10-30 11:59:59",4,114615,472.52,60659.38,63775,51510.5823438666
+"morning#2020-11-02 06:00:00,2020-11-02 11:59:59","morning","2020-11-02 06:00:00","2020-11-02 11:59:59",1,13200,13200,13200,13200,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",41,114615,0,31931.7380731707,21000,36931.3823249349
+"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",21,76000,128,19201.2380952381,21000,18877.3957046642
+"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",11,32010,128,13605.0909090909,13200,12891.9619100783
+"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",4,27200,500,14732.5,15615,11123.9182994722
+"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",24,114615,0,40204.385875,19836,43707.8141548465
+"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",34,114615,0,35837.5076764706,22707,39016.8323601495
+"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",41,114615,0,31931.7380731707,21000,36931.3823249349
+"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",21,76000,128,19201.2380952381,21000,18877.3957046642
+"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",11,32010,128,13605.0909090909,13200,12891.9619100783
+"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",4,27200,500,14732.5,15615,11123.9182994722
+"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",41,114615,0,31931.7380731707,21000,36931.3823249349
+"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",41,114615,0,31931.7380731707,21000,36931.3823249349

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","phone_light_rapids_minlux","phone_light_rapids_stdlux","phone_light_rapids_medianlux","phone_light_rapids_maxlux","phone_light_rapids_count","phone_light_rapids_avglux"

tests/settings/mtz_event_config.yaml

@@ -230,7 +230,7 @@ PHONE_LIGHT:
   CONTAINER: phone_light_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: FALSE
+      COMPUTE: True
       FEATURES: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"]
       SRC_SCRIPT: src/features/phone_light/rapids/main.py
 

tests/settings/mtz_frequency_config.yaml

@@ -230,7 +230,7 @@ PHONE_LIGHT:
   CONTAINER: phone_light_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: FALSE
+      COMPUTE: True
       FEATURES: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"]
       SRC_SCRIPT: src/features/phone_light/rapids/main.py
 

tests/settings/mtz_periodic_config.yaml

@@ -230,7 +230,7 @@ PHONE_LIGHT:
   CONTAINER: phone_light_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: FALSE
+      COMPUTE: True
       FEATURES: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"]
       SRC_SCRIPT: src/features/phone_light/rapids/main.py
 

tests/settings/stz_event_config.yaml

@@ -230,7 +230,7 @@ PHONE_LIGHT:
   CONTAINER: phone_light_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: FALSE
+      COMPUTE: True
       FEATURES: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"]
       SRC_SCRIPT: src/features/phone_light/rapids/main.py
 

tests/settings/stz_frequency_config.yaml

@@ -230,7 +230,7 @@ PHONE_LIGHT:
   CONTAINER: phone_light_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: FALSE
+      COMPUTE: True
       FEATURES: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"]
       SRC_SCRIPT: src/features/phone_light/rapids/main.py
 

tests/settings/stz_periodic_config.yaml

@@ -230,7 +230,7 @@ PHONE_LIGHT:
   CONTAINER: phone_light_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: FALSE
+      COMPUTE: True
       FEATURES: ["count", "maxlux", "minlux", "avglux", "medianlux", "stdlux"]
       SRC_SCRIPT: src/features/phone_light/rapids/main.py