diff --git a/docs/developers/test-cases.md b/docs/developers/test-cases.md index 101cd5d6..65db4b3e 100644 --- a/docs/developers/test-cases.md +++ b/docs/developers/test-cases.md @@ -211,3 +211,34 @@ Due to the difference in the format of the raw battery data for iOS and Android `plugin_studentlife_audio_raw.csv` respectively). - Finally, there are also additional empty data files for both android and iOS for testing empty data files + +## Fitbit Calories Intraday + +Description + +- A five-minute sedentary episode on Fri 11:00:00 +- A one-minute sedentary episode on Sun 02:00:00. It exists in November but not in February in STZ +- A five-minute sedentary episode on Fri 11:58:00. It is split within two 30-min segments and the morning +- A three-minute lightly active episode on Fri 11:10:00, a one-minute at 11:18:00 and a one-minute 11:24:00. These check for start and end times of first/last/longest episode +- A three-minute fairly active episode on Fri 11:40:00, a one-minute at 11:48:00 and a one-minute 11:54:00. These check for start and end times of first/last/longest episode +- A three-minute very active episode on Fri 12:10:00, a one-minute at 12:18:00 and a one-minute 12:24:00. These check for start and end times of first/last/longest episode +- A eight-minute MVPA episode with intertwined fairly and very active rows on Fri 12:30:00 +- The above episodes contain six higmet (>= 3 MET) episodes and nine lowmet episodes. +- One two-minute sedentary episode with a 1-minute row on Sun 09:00:00 and another on Sun 12:01:01 that are considering a single episode in multi-timezone event segments to showcase how inferring time zone data for Fitbit from phone data can produce inaccurate results around the tz change. This happens because the device was on LA time until 11:59 and switched to NY time at 12pm, in terms of actual time 09 am LA and 12 pm NY represent the same moment in time so 09:00 LA and 12:01 NY are consecutive minutes. +- A three-minute sedentary episode on Sat 08:59 that will be ignored for multi-timezone event segments. +- A three-minute sedentary episode on Sat 12:59 of which the first minute will be ignored for multi-timezone event segments since the test segment starts at 13:00 +- A three-minute sedentary episode on Sat 16:00 +- A four-minute sedentary episode on Sun 10:01 that will be ignored for Novembers's multi-timezone event segments since the test segment ends at 10am on that weekend. +- A three-minute very active episode on Sat 16:03. This episode and the one at 16:00 are counted as one for lowmet episodes + +Checklist + +|time segment| single tz | multi tz|platform| +|-|-|-|-| +|30min|OK|OK|fitbit| +|morning|OK|OK|fitbit| +|daily|OK|OK|fitbit| +|threeday|OK|OK|fitbit| +|weekend|OK|OK|fitbit| +|beforeMarchEvent|OK|OK|fitbit| +|beforeNovemberEvent|OK|OK|fitbit| diff --git a/docs/developers/testing.md b/docs/developers/testing.md index 096cb225..279594fe 100644 --- a/docs/developers/testing.md +++ b/docs/developers/testing.md @@ -80,9 +80,7 @@ The following is a simple guide to run RAPIDS' tests. All files necessary for te |threeday|OK|OK|android and iOS| |weekend|OK|OK|android and iOS| |beforeMarchEvent|OK|OK|android and iOS| - |afterMarchEvent|OK|OK|android and iOS| |beforeNovemberEvent|OK|OK|android and iOS| - |afterNovemberEvent|OK|OK|android and iOS| ??? check "**Add raw input data.**" diff --git a/tests/data/external/aware_csv/fitbit_calories_intraday_raw.csv b/tests/data/external/aware_csv/fitbit_calories_intraday_raw.csv new file mode 100644 index 00000000..a5a9d5b7 --- /dev/null +++ b/tests/data/external/aware_csv/fitbit_calories_intraday_raw.csv @@ -0,0 +1,101 @@ +timestamp,device_id,level,mets,value,local_date_time +0,fitbit,0,1.0,2.0,2020-03-06 11:00:00 +0,fitbit,0,1.0,2.0,2020-03-06 11:01:00 +0,fitbit,0,1.0,2.0,2020-03-06 11:02:00 +0,fitbit,0,1.0,2.0,2020-03-06 11:04:00 +0,fitbit,0,1.0,2.0,2020-03-06 11:05:00 +0,fitbit,1,1.0,5.0,2020-03-06 11:10:00 +0,fitbit,1,2.0,4.0,2020-03-06 11:11:00 +0,fitbit,1,3.0,3.0,2020-03-06 11:12:00 +0,fitbit,1,2.0,6.0,2020-03-06 11:18:00 +0,fitbit,1,2.0,7.0,2020-03-06 11:24:00 +0,fitbit,2,11.0,50.0,2020-03-06 11:40:00 +0,fitbit,2,12.0,40.0,2020-03-06 11:41:00 +0,fitbit,2,13.0,30.0,2020-03-06 11:42:00 +0,fitbit,2,12.0,60.0,2020-03-06 11:48:00 +0,fitbit,2,12.0,70.0,2020-03-06 11:54:00 +0,fitbit,0,1.0,2.0,2020-03-06 11:58:00 +0,fitbit,0,1.0,2.0,2020-03-06 11:59:00 +0,fitbit,0,1.0,2.0,2020-03-06 12:00:00 +0,fitbit,0,1.0,2.0,2020-03-06 12:01:00 +0,fitbit,0,1.0,2.0,2020-03-06 12:02:00 +0,fitbit,3,1.0,5.0,2020-03-06 12:10:00 +0,fitbit,3,2.0,4.0,2020-03-06 12:11:00 +0,fitbit,3,3.0,3.0,2020-03-06 12:12:00 +0,fitbit,3,2.0,6.0,2020-03-06 12:18:00 +0,fitbit,3,2.0,7.0,2020-03-06 12:24:00 +0,fitbit,3,1.0,1.0,2020-03-06 12:30:00 +0,fitbit,2,2.0,2.0,2020-03-06 12:31:00 +0,fitbit,2,3.0,3.0,2020-03-06 12:32:00 +0,fitbit,3,4.0,4.0,2020-03-06 12:34:00 +0,fitbit,2,5.0,5.0,2020-03-06 12:37:00 +0,fitbit,0,1.0,2.0,2020-03-07 08:59:00 +0,fitbit,0,1.0,2.0,2020-03-07 09:00:00 +0,fitbit,0,1.0,2.0,2020-03-07 09:01:00 +0,fitbit,0,1.0,2.0,2020-03-07 12:59:00 +0,fitbit,0,1.0,2.0,2020-03-07 13:00:00 +0,fitbit,0,1.0,2.0,2020-03-07 13:01:00 +0,fitbit,0,1.0,2.0,2020-03-07 16:00:00 +0,fitbit,0,1.0,2.0,2020-03-07 16:01:00 +0,fitbit,0,1.0,2.0,2020-03-07 16:02:00 +0,fitbit,3,1.0,2.0,2020-03-07 16:03:00 +0,fitbit,3,1.0,2.0,2020-03-07 16:04:00 +0,fitbit,3,1.0,2.0,2020-03-07 16:05:00 +0,fitbit,0,1.0,2.0,2020-03-08 02:00:00 +0,fitbit,0,1.0,2.0,2020-03-08 02:01:00 +0,fitbit,0,1.0,2.0,2020-03-08 09:00:00 +0,fitbit,0,1.0,2.0,2020-03-08 12:01:00 +0,fitbit,0,1.0,2.0,2020-03-08 10:01:00 +0,fitbit,0,1.0,2.0,2020-03-08 10:02:00 +0,fitbit,0,1.0,2.0,2020-03-08 10:03:00 +0,fitbit,0,1.0,2.0,2020-03-08 10:04:00 +0,fitbit,0,1.0,2.0,2020-10-30 11:00:00 +0,fitbit,0,1.0,2.0,2020-10-30 11:01:00 +0,fitbit,0,1.0,2.0,2020-10-30 11:02:00 +0,fitbit,0,1.0,2.0,2020-10-30 11:04:00 +0,fitbit,0,1.0,2.0,2020-10-30 11:05:00 +0,fitbit,1,1.0,5.0,2020-10-30 11:10:00 +0,fitbit,1,2.0,4.0,2020-10-30 11:11:00 +0,fitbit,1,3.0,3.0,2020-10-30 11:12:00 +0,fitbit,1,2.0,6.0,2020-10-30 11:18:00 +0,fitbit,1,2.0,7.0,2020-10-30 11:24:00 +0,fitbit,2,11.0,50.0,2020-10-30 11:40:00 +0,fitbit,2,12.0,40.0,2020-10-30 11:41:00 +0,fitbit,2,13.0,30.0,2020-10-30 11:42:00 +0,fitbit,2,12.0,60.0,2020-10-30 11:48:00 +0,fitbit,2,12.0,70.0,2020-10-30 11:54:00 +0,fitbit,0,1.0,2.0,2020-10-30 11:58:00 +0,fitbit,0,1.0,2.0,2020-10-30 11:59:00 +0,fitbit,0,1.0,2.0,2020-10-30 12:00:00 +0,fitbit,0,1.0,2.0,2020-10-30 12:01:00 +0,fitbit,0,1.0,2.0,2020-10-30 12:02:00 +0,fitbit,3,1.0,5.0,2020-10-30 12:10:00 +0,fitbit,3,2.0,4.0,2020-10-30 12:11:00 +0,fitbit,3,3.0,3.0,2020-10-30 12:12:00 +0,fitbit,3,2.0,6.0,2020-10-30 12:18:00 +0,fitbit,3,2.0,7.0,2020-10-30 12:24:00 +0,fitbit,3,1.0,1.0,2020-10-30 12:30:00 +0,fitbit,2,2.0,2.0,2020-10-30 12:31:00 +0,fitbit,2,3.0,3.0,2020-10-30 12:32:00 +0,fitbit,3,4.0,4.0,2020-10-30 12:34:00 +0,fitbit,2,5.0,5.0,2020-10-30 12:37:00 +0,fitbit,0,1.0,2.0,2020-10-31 08:59:00 +0,fitbit,0,1.0,2.0,2020-10-31 09:00:00 +0,fitbit,0,1.0,2.0,2020-10-31 09:01:00 +0,fitbit,0,1.0,2.0,2020-10-31 12:59:00 +0,fitbit,0,1.0,2.0,2020-10-31 13:00:00 +0,fitbit,0,1.0,2.0,2020-10-31 13:01:00 +0,fitbit,0,1.0,2.0,2020-10-31 16:00:00 +0,fitbit,0,1.0,2.0,2020-10-31 16:01:00 +0,fitbit,0,1.0,2.0,2020-10-31 16:02:00 +0,fitbit,3,1.0,2.0,2020-10-31 16:03:00 +0,fitbit,3,1.0,2.0,2020-10-31 16:04:00 +0,fitbit,3,1.0,2.0,2020-10-31 16:05:00 +0,fitbit,0,1.0,2.0,2020-11-01 02:00:00 +0,fitbit,0,1.0,2.0,2020-11-01 02:01:00 +0,fitbit,0,1.0,2.0,2020-11-01 09:00:00 +0,fitbit,0,1.0,2.0,2020-11-01 12:01:00 +0,fitbit,0,1.0,2.0,2020-11-01 10:01:00 +0,fitbit,0,1.0,2.0,2020-11-01 10:02:00 +0,fitbit,0,1.0,2.0,2020-11-01 10:03:00 +0,fitbit,0,1.0,2.0,2020-11-01 10:04:00 diff --git a/tests/data/manual/aware_csv/fitbit_calories_intraday_raw.csv b/tests/data/manual/aware_csv/fitbit_calories_intraday_raw.csv new file mode 100644 index 00000000..52268b70 --- /dev/null +++ b/tests/data/manual/aware_csv/fitbit_calories_intraday_raw.csv @@ -0,0 +1,67 @@ +test_time,device_id,level,mets,value +Fri 11:00:00.00,fitbit,0,1.0,2.0 +Fri 11:01:00.00,fitbit,0,1.0,2.0 +Fri 11:02:00.00,fitbit,0,1.0,2.0 +Fri 11:04:00.00,fitbit,0,1.0,2.0 +Fri 11:05:00.00,fitbit,0,1.0,2.0 + +Fri 11:10:00.00,fitbit,1,1.0,5.0 +Fri 11:11:00.00,fitbit,1,2.0,4.0 +Fri 11:12:00.00,fitbit,1,3.0,3.0 +Fri 11:18:00.00,fitbit,1,2.0,6.0 +Fri 11:24:00.00,fitbit,1,2.0,7.0 + +Fri 11:40:00.00,fitbit,2,11.0,50.0 +Fri 11:41:00.00,fitbit,2,12.0,40.0 +Fri 11:42:00.00,fitbit,2,13.0,30.0 +Fri 11:48:00.00,fitbit,2,12.0,60.0 +Fri 11:54:00.00,fitbit,2,12.0,70.0 + +Fri 11:58:00.00,fitbit,0,1.0,2.0 +Fri 11:59:00.00,fitbit,0,1.0,2.0 +Fri 12:00:00.00,fitbit,0,1.0,2.0 +Fri 12:01:00.00,fitbit,0,1.0,2.0 +Fri 12:02:00.00,fitbit,0,1.0,2.0 + +Fri 12:10:00.00,fitbit,3,1.0,5.0 +Fri 12:11:00.00,fitbit,3,2.0,4.0 +Fri 12:12:00.00,fitbit,3,3.0,3.0 +Fri 12:18:00.00,fitbit,3,2.0,6.0 +Fri 12:24:00.00,fitbit,3,2.0,7.0 + +Fri 12:30:00.00,fitbit,3,1.0,1.0 +Fri 12:31:00.00,fitbit,2,2.0,2.0 +Fri 12:32:00.00,fitbit,2,3.0,3.0 +Fri 12:34:00.00,fitbit,3,4.0,4.0 +Fri 12:37:00.00,fitbit,2,5.0,5.0 + +Sat 08:59:00.00,fitbit,0,1.0,2.0 +Sat 09:00:00.00,fitbit,0,1.0,2.0 +Sat 09:01:00.00,fitbit,0,1.0,2.0 + +Sat 12:59:00.00,fitbit,0,1.0,2.0 +Sat 13:00:00.00,fitbit,0,1.0,2.0 +Sat 13:01:00.00,fitbit,0,1.0,2.0 + +Sat 16:00:00.00,fitbit,0,1.0,2.0 +Sat 16:01:00.00,fitbit,0,1.0,2.0 +Sat 16:02:00.00,fitbit,0,1.0,2.0 + +Sat 16:03:00.00,fitbit,3,1.0,2.0 +Sat 16:04:00.00,fitbit,3,1.0,2.0 +Sat 16:05:00.00,fitbit,3,1.0,2.0 + +Sun 02:00:00.00,fitbit,0,1.0,2.0 +Sun 02:01:00.00,fitbit,0,1.0,2.0 + +Sun 09:00:00.00,fitbit,0,1.0,2.0 +Sun 12:01:00.00,fitbit,0,1.0,2.0 + +Sun 10:01:00.00,fitbit,0,1.0,2.0 +Sun 10:02:00.00,fitbit,0,1.0,2.0 +Sun 10:03:00.00,fitbit,0,1.0,2.0 +Sun 10:04:00.00,fitbit,0,1.0,2.0 + + + + diff --git a/tests/data/processed/features/mtz_event/android/fitbit_calories_intraday.csv b/tests/data/processed/features/mtz_event/android/fitbit_calories_intraday.csv new file mode 100644 index 00000000..957d73ce --- /dev/null +++ b/tests/data/processed/features/mtz_event/android/fitbit_calories_intraday.csv @@ -0,0 +1 @@ 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diff --git a/tests/data/processed/features/mtz_frequency/fitbit/fitbit_calories_intraday.csv b/tests/data/processed/features/mtz_frequency/fitbit/fitbit_calories_intraday.csv new file mode 100644 index 00000000..4fb74afd --- /dev/null +++ b/tests/data/processed/features/mtz_frequency/fitbit/fitbit_calories_intraday.csv @@ -0,0 +1,26 @@ 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09:29:59",1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,1,1,NA,NA,1,1,NA,NA,2,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0020#2020-03-08 10:00:00,2020-03-08 10:29:59","thirtyminutes0020","2020-03-08 10:00:00","2020-03-08 10:29:59",1,NA,NA,NA,NA,1,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,8,NA,NA,NA,NA,8,NA,8,NA,NA,NA,NA,8,NA,8,NA,NA,NA,NA,8,NA,4,4,NA,NA,4,4,NA,NA,8,8,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0020#2020-11-01 10:00:00,2020-11-01 10:29:59","thirtyminutes0020","2020-11-01 10:00:00","2020-11-01 10:29:59",1,NA,NA,NA,NA,1,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,8,NA,NA,NA,NA,8,NA,8,NA,NA,NA,NA,8,NA,8,NA,NA,NA,NA,8,NA,4,4,NA,NA,4,4,NA,NA,8,8,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",1,3,NA,NA,NA,3,1,6,5,NA,NA,NA,14,1,6,1,NA,NA,NA,1,1,6,3,NA,NA,NA,12,1,660,670,NA,NA,NA,660,672,666,673,NA,NA,NA,672,673,660,684,NA,NA,NA,684,672,666,685,NA,NA,NA,685,673,660,670,NA,NA,NA,660,672,666,673,NA,NA,NA,672,673,5,10,NA,NA,NA,12,3,5,6,NA,NA,NA,8,3,5,2,NA,NA,NA,2,3,10,25,NA,NA,NA,32,3,10,12,NA,NA,NA,19,3,10,6,NA,NA,NA,6,3,6,4.66666666666667,NA,6.35085296108588,5,4,NA,3.46410161513775,10,10.6666666666667,NA,7.23417813807024,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,3,NA,3,NA,NA,NA,NA,NA,NA,NA,1.66666666666667,1.15470053837925,3.33333333333333,2.3094010767585,8.33333333333333,3.21455025366432 +"thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",1,3,NA,NA,NA,3,1,6,5,NA,NA,NA,14,1,6,1,NA,NA,NA,1,1,6,3,NA,NA,NA,12,1,660,670,NA,NA,NA,660,672,666,673,NA,NA,NA,672,673,660,684,NA,NA,NA,684,672,666,685,NA,NA,NA,685,673,660,670,NA,NA,NA,660,672,666,673,NA,NA,NA,672,673,5,10,NA,NA,NA,12,3,5,6,NA,NA,NA,8,3,5,2,NA,NA,NA,2,3,10,25,NA,NA,NA,32,3,10,12,NA,NA,NA,19,3,10,6,NA,NA,NA,6,3,6,4.66666666666667,NA,6.35085296108588,5,4,NA,3.46410161513775,10,10.6666666666667,NA,7.23417813807024,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,3,NA,3,NA,NA,NA,NA,NA,NA,NA,1.66666666666667,1.15470053837925,3.33333333333333,2.3094010767585,8.33333333333333,3.21455025366432 +"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,NA,3,NA,3,1,3,2,NA,5,NA,5,2,5,2,NA,1,NA,1,2,1,2,NA,3,NA,3,2,3,718,NA,700,NA,700,718,700,720,NA,703,NA,703,720,703,718,NA,714,NA,714,718,714,720,NA,715,NA,715,720,715,718,NA,700,NA,700,718,700,720,NA,703,NA,703,720,703,2,NA,60,NA,60,2,60,2,NA,36,NA,36,2,36,2,NA,12,NA,12,2,12,4,NA,250,NA,250,4,250,4,NA,120,NA,120,4,120,4,NA,60,NA,60,4,60,2,2,NA,NA,2,2,NA,NA,4,4,NA,NA,1.66666666666667,1.15470053837925,20,13.856406460551,83.3333333333333,32.1455025366432,NA,NA,NA,NA,NA,NA,1.66666666666667,1.15470053837925,20,13.856406460551,83.3333333333333,32.1455025366432,1.66666666666667,1.15470053837925,20,13.856406460551,83.3333333333333,32.1455025366432,NA,NA,NA,NA,NA,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,NA,3,NA,3,1,3,2,NA,5,NA,5,2,5,2,NA,1,NA,1,2,1,2,NA,3,NA,3,2,3,718,NA,700,NA,700,718,700,720,NA,703,NA,703,720,703,718,NA,714,NA,714,718,714,720,NA,715,NA,715,720,715,718,NA,700,NA,700,718,700,720,NA,703,NA,703,720,703,2,NA,60,NA,60,2,60,2,NA,36,NA,36,2,36,2,NA,12,NA,12,2,12,4,NA,250,NA,250,4,250,4,NA,120,NA,120,4,120,4,NA,60,NA,60,4,60,2,2,NA,NA,2,2,NA,NA,4,4,NA,NA,1.66666666666667,1.15470053837925,20,13.856406460551,83.3333333333333,32.1455025366432,NA,NA,NA,NA,NA,NA,1.66666666666667,1.15470053837925,20,13.856406460551,83.3333333333333,32.1455025366432,1.66666666666667,1.15470053837925,20,13.856406460551,83.3333333333333,32.1455025366432,NA,NA,NA,NA,NA,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,NA,NA,3,3,4,1,3,NA,NA,5,5,7,1,3,NA,NA,1,1,1,1,3,NA,NA,3,3,3,1,720,NA,NA,730,730,720,732,723,NA,NA,733,733,723,733,720,NA,NA,744,744,744,732,723,NA,NA,745,745,745,733,720,NA,NA,730,730,720,732,723,NA,NA,733,733,723,733,3,NA,NA,10,10,10,3,3,NA,NA,6,6,3,3,3,NA,NA,2,2,2,3,6,NA,NA,25,25,28,3,6,NA,NA,12,12,9,3,6,NA,NA,6,6,6,3,3,1.75,NA,0.957427107756338,3,2.5,NA,0.577350269189626,6,7,NA,1.4142135623731,1.66666666666667,1.15470053837925,3.33333333333333,2.3094010767585,8.33333333333333,3.21455025366432,1.66666666666667,1.15470053837925,3.33333333333333,2.3094010767585,8.33333333333333,3.21455025366432,1,NA,3,NA,3,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,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,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,1,1,NA,NA,1,1,NA,NA,2,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,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,NA,NA,3,3,4,1,3,NA,NA,5,5,7,1,3,NA,NA,1,1,1,1,3,NA,NA,3,3,3,1,720,NA,NA,730,730,720,732,723,NA,NA,733,733,723,733,720,NA,NA,744,744,744,732,723,NA,NA,745,745,745,733,720,NA,NA,730,730,720,732,723,NA,NA,733,733,723,733,3,NA,NA,10,10,10,3,3,NA,NA,6,6,3,3,3,NA,NA,2,2,2,3,6,NA,NA,25,25,28,3,6,NA,NA,12,12,9,3,6,NA,NA,6,6,6,3,3,1.75,NA,0.957427107756338,3,2.5,NA,0.577350269189626,6,7,NA,1.4142135623731,1.66666666666667,1.15470053837925,3.33333333333333,2.3094010767585,8.33333333333333,3.21455025366432,1.66666666666667,1.15470053837925,3.33333333333333,2.3094010767585,8.33333333333333,3.21455025366432,1,NA,3,NA,3,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,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,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,1,1,NA,NA,1,1,NA,NA,2,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0025#2020-03-06 12:30:00,2020-03-06 12:59:59","thirtyminutes0025","2020-03-06 12:30:00","2020-03-06 12:59:59",NA,NA,2,2,1,1,1,NA,NA,3,2,8,2,6,NA,NA,1,1,8,2,6,NA,NA,2,1,8,2,6,NA,NA,751,750,750,750,752,NA,NA,753,751,758,752,758,NA,NA,757,754,750,750,752,NA,NA,758,755,758,752,758,NA,NA,751,750,750,750,752,NA,NA,753,751,758,752,758,NA,NA,10,5,15,3,12,NA,NA,5,4,15,3,12,NA,NA,5,1,15,3,12,NA,NA,10,5,15,3,12,NA,NA,5,4,15,3,12,NA,NA,5,1,15,3,12,NA,2,NA,NA,NA,3,NA,NA,NA,3,NA,NA,8,NA,15,NA,15,NA,1,0,2.5,2.12132034355964,2.5,2.12132034355964,6,NA,12,NA,12,NA,1.5,0.707106781186548,5,0,5,0,NA,NA,NA,NA,NA,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,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,779,NA,NA,NA,NA,779,NA,780,NA,NA,NA,NA,780,NA,779,NA,NA,NA,NA,779,NA,780,NA,NA,NA,NA,780,NA,779,NA,NA,NA,NA,779,NA,780,NA,NA,NA,NA,780,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,1,1,NA,NA,1,1,NA,NA,2,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0025#2020-10-30 12:30:00,2020-10-30 12:59:59","thirtyminutes0025","2020-10-30 12:30:00","2020-10-30 12:59:59",NA,NA,2,2,1,1,1,NA,NA,3,2,8,2,6,NA,NA,1,1,8,2,6,NA,NA,2,1,8,2,6,NA,NA,751,750,750,750,752,NA,NA,753,751,758,752,758,NA,NA,757,754,750,750,752,NA,NA,758,755,758,752,758,NA,NA,751,750,750,750,752,NA,NA,753,751,758,752,758,NA,NA,10,5,15,3,12,NA,NA,5,4,15,3,12,NA,NA,5,1,15,3,12,NA,NA,10,5,15,3,12,NA,NA,5,4,15,3,12,NA,NA,5,1,15,3,12,NA,2,NA,NA,NA,3,NA,NA,NA,3,NA,NA,8,NA,15,NA,15,NA,1,0,2.5,2.12132034355964,2.5,2.12132034355964,6,NA,12,NA,12,NA,1.5,0.707106781186548,5,0,5,0,NA,NA,NA,NA,NA,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,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,779,NA,NA,NA,NA,779,NA,780,NA,NA,NA,NA,780,NA,779,NA,NA,NA,NA,779,NA,780,NA,NA,NA,NA,780,NA,779,NA,NA,NA,NA,779,NA,780,NA,NA,NA,NA,780,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,1,1,NA,NA,1,1,NA,NA,2,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,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,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,780,NA,NA,NA,NA,780,NA,782,NA,NA,NA,NA,782,NA,780,NA,NA,NA,NA,780,NA,782,NA,NA,NA,NA,782,NA,780,NA,NA,NA,NA,780,NA,782,NA,NA,NA,NA,782,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,2,2,NA,NA,2,2,NA,NA,4,4,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,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,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,780,NA,NA,NA,NA,780,NA,782,NA,NA,NA,NA,782,NA,780,NA,NA,NA,NA,780,NA,782,NA,NA,NA,NA,782,NA,780,NA,NA,NA,NA,780,NA,782,NA,NA,NA,NA,782,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,2,2,NA,NA,2,2,NA,NA,4,4,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,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,NA,NA,1,1,1,NA,3,NA,NA,3,3,6,NA,3,NA,NA,3,3,6,NA,3,NA,NA,3,3,6,NA,960,NA,NA,963,963,960,NA,963,NA,NA,966,966,966,NA,960,NA,NA,963,963,960,NA,963,NA,NA,966,966,966,NA,960,NA,NA,963,963,960,NA,963,NA,NA,966,966,966,NA,3,NA,NA,3,3,6,NA,3,NA,NA,3,3,6,NA,3,NA,NA,3,3,6,NA,6,NA,NA,6,6,12,NA,6,NA,NA,6,6,12,NA,6,NA,NA,6,6,12,NA,3,6,NA,NA,3,6,NA,NA,6,12,NA,NA,3,NA,3,NA,6,NA,3,NA,3,NA,6,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,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,NA,NA,1,1,1,NA,3,NA,NA,3,3,6,NA,3,NA,NA,3,3,6,NA,3,NA,NA,3,3,6,NA,960,NA,NA,963,963,960,NA,963,NA,NA,966,966,966,NA,960,NA,NA,963,963,960,NA,963,NA,NA,966,966,966,NA,960,NA,NA,963,963,960,NA,963,NA,NA,966,966,966,NA,3,NA,NA,3,3,6,NA,3,NA,NA,3,3,6,NA,3,NA,NA,3,3,6,NA,6,NA,NA,6,6,12,NA,6,NA,NA,6,6,12,NA,6,NA,NA,6,6,12,NA,3,6,NA,NA,3,6,NA,NA,6,12,NA,NA,3,NA,3,NA,6,NA,3,NA,3,NA,6,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA diff --git a/tests/data/processed/features/mtz_frequency/ios/fitbit_calories_intraday.csv b/tests/data/processed/features/mtz_frequency/ios/fitbit_calories_intraday.csv new file mode 100644 index 00000000..957d73ce --- /dev/null +++ b/tests/data/processed/features/mtz_frequency/ios/fitbit_calories_intraday.csv @@ -0,0 +1 @@ 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23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",4,NA,NA,1,1,4,NA,9,NA,NA,3,3,12,NA,2.25,NA,NA,3,3,NA,1,NA,NA,3,3,1,NA,3,NA,NA,3,3,6,NA,0.957427107756338,NA,NA,NA,2.16024689946929,NA,539,NA,NA,963,963,539,NA,540,NA,NA,966,966,540,NA,960,NA,NA,963,963,960,NA,963,NA,NA,966,966,966,NA,779,NA,NA,963,963,960,NA,782,NA,NA,966,966,966,NA,9,NA,NA,3,3,12,NA,2.25,NA,NA,3,3,NA,3,NA,NA,3,3,6,NA,1,NA,NA,3,3,1,NA,0.957427107756338,NA,NA,NA,2.16024689946929,NA,18,NA,NA,6,6,24,NA,4.5,NA,NA,6,6,NA,6,NA,NA,6,6,12,NA,2,NA,NA,6,6,2,NA,1.91485421551268,NA,NA,NA,4.32049379893857,NA,3,NA,3,NA,6,NA +"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",2,NA,NA,NA,NA,2,NA,6,NA,NA,NA,NA,6,NA,3,NA,NA,NA,3,NA,2,NA,NA,NA,NA,2,NA,4,NA,NA,NA,NA,4,NA,1.4142135623731,NA,NA,NA,1.4142135623731,NA,540,NA,NA,NA,NA,540,NA,722,NA,NA,NA,NA,722,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,6,NA,NA,NA,NA,6,NA,3,NA,NA,NA,3,NA,4,NA,NA,NA,NA,4,NA,2,NA,NA,NA,NA,2,NA,1.4142135623731,NA,NA,NA,1.4142135623731,NA,12,NA,NA,NA,NA,12,NA,6,NA,NA,NA,6,NA,8,NA,NA,NA,NA,8,NA,4,NA,NA,NA,NA,4,NA,2.82842712474619,NA,NA,NA,2.82842712474619,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",2,3,5,5,7,8,6,11,5,8,7,18,25,13,5.5,1.66666666666667,1.6,2.57142857142857,3.125,2.16666666666667,5,1,1,1,1,1,1,6,3,3,3,8,12,6,0.707106781186548,1.15470053837925,0.894427190999916,2.5727509827124,3.83359212376963,2.04124145231932,660,670,700,730,700,660,672,666,673,703,733,703,672,673,718,684,757,754,750,750,752,723,685,758,755,758,752,758,660,670,700,730,750,660,752,666,673,703,733,758,672,758,10,10,70,15,85,27,78,5,3.33333333333333,14,12.1428571428571,3.375,13,5,6,36,6,36,8,36,5,2,5,1,2,2,3,0,2.3094010767585,12.7867118525444,11.6965603409517,2.13390989232709,12.0995867698033,20,25,260,30,290,67,268,10,8.33333333333333,52,41.4285714285714,8.375,44.6666666666667,10,12,120,12,120,19,120,10,6,5,1,6,3,3,0,3.21455025366432,48.5540935452409,43.4735825640398,4.77904652773811,47.0984783901419,1.4,0.894427190999916,3,2,6,4.06201920231798 +"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",4,NA,NA,1,1,4,NA,9,NA,NA,3,3,12,NA,2.25,NA,NA,3,3,NA,1,NA,NA,3,3,1,NA,3,NA,NA,3,3,6,NA,0.957427107756338,NA,NA,NA,2.16024689946929,NA,539,NA,NA,963,963,539,NA,540,NA,NA,966,966,540,NA,960,NA,NA,963,963,960,NA,963,NA,NA,966,966,966,NA,779,NA,NA,963,963,960,NA,782,NA,NA,966,966,966,NA,9,NA,NA,3,3,12,NA,2.25,NA,NA,3,3,NA,3,NA,NA,3,3,6,NA,1,NA,NA,3,3,1,NA,0.957427107756338,NA,NA,NA,2.16024689946929,NA,18,NA,NA,6,6,24,NA,4.5,NA,NA,6,6,NA,6,NA,NA,6,6,12,NA,2,NA,NA,6,6,2,NA,1.91485421551268,NA,NA,NA,4.32049379893857,NA,3,NA,3,NA,6,NA +"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",3,NA,NA,NA,NA,3,NA,8,NA,NA,NA,NA,8,NA,2.66666666666667,NA,NA,NA,2.66666666666667,NA,2,NA,NA,NA,NA,2,NA,4,NA,NA,NA,NA,4,NA,1.15470053837925,NA,NA,NA,1.15470053837925,NA,120,NA,NA,NA,NA,120,NA,122,NA,NA,NA,NA,122,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,8,NA,NA,NA,NA,8,NA,2.66666666666667,NA,NA,NA,2.66666666666667,NA,4,NA,NA,NA,NA,4,NA,2,NA,NA,NA,NA,2,NA,1.15470053837925,NA,NA,NA,1.15470053837925,NA,16,NA,NA,NA,NA,16,NA,5.33333333333333,NA,NA,NA,5.33333333333333,NA,8,NA,NA,NA,NA,8,NA,4,NA,NA,NA,NA,4,NA,2.3094010767585,NA,NA,NA,2.3094010767585,NA,NA,NA,NA,NA,NA,NA +"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",2,3,3,NA,3,4,4,8,5,5,NA,5,16,6,4,1.66666666666667,1.66666666666667,1.66666666666667,4,1.5,2,1,1,NA,1,1,1,6,3,3,NA,3,12,3,2.82842712474619,1.15470053837925,1.15470053837925,1.15470053837925,5.35412613473634,1,660,670,700,NA,700,660,672,666,673,703,NA,703,672,673,718,684,714,NA,714,718,714,720,685,715,NA,715,720,715,660,670,700,NA,700,660,700,666,673,703,NA,703,672,703,7,10,60,NA,60,14,63,3.5,3.33333333333333,20,20,3.5,15.75,5,6,36,NA,36,8,36,2,2,12,NA,12,2,3,2.12132034355964,2.3094010767585,13.856406460551,13.856406460551,3,14.1509716980849,14,25,250,NA,250,36,253,7,8.33333333333333,83.3333333333333,83.3333333333333,9,63.25,10,12,120,NA,120,19,120,4,6,60,NA,60,4,3,4.24264068711928,3.21455025366432,32.1455025366432,32.1455025366432,6.78232998312527,47.9817673705336,NA,NA,NA,NA,NA,NA +"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",2,NA,NA,NA,NA,2,NA,3,NA,NA,NA,NA,3,NA,1.5,NA,NA,NA,1.5,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,0.707106781186548,NA,NA,NA,0.707106781186548,NA,539,NA,NA,NA,NA,539,NA,540,NA,NA,NA,NA,540,NA,540,NA,NA,NA,NA,540,NA,542,NA,NA,NA,NA,542,NA,540,NA,NA,NA,NA,540,NA,542,NA,NA,NA,NA,542,NA,3,NA,NA,NA,NA,3,NA,1.5,NA,NA,NA,1.5,NA,2,NA,NA,NA,NA,2,NA,1,NA,NA,NA,NA,1,NA,0.707106781186548,NA,NA,NA,0.707106781186548,NA,6,NA,NA,NA,NA,6,NA,3,NA,NA,NA,3,NA,4,NA,NA,NA,NA,4,NA,2,NA,NA,NA,NA,2,NA,1.4142135623731,NA,NA,NA,1.4142135623731,NA,NA,NA,NA,NA,NA,NA +"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",2,NA,NA,NA,NA,2,NA,5,NA,NA,NA,NA,5,NA,2.5,NA,NA,NA,2.5,NA,1,NA,NA,NA,NA,1,NA,4,NA,NA,NA,NA,4,NA,2.12132034355964,NA,NA,NA,2.12132034355964,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,5,NA,NA,NA,NA,5,NA,2.5,NA,NA,NA,2.5,NA,4,NA,NA,NA,NA,4,NA,1,NA,NA,NA,NA,1,NA,2.12132034355964,NA,NA,NA,2.12132034355964,NA,10,NA,NA,NA,NA,10,NA,5,NA,NA,NA,5,NA,8,NA,NA,NA,NA,8,NA,2,NA,NA,NA,NA,2,NA,4.24264068711928,NA,NA,NA,4.24264068711928,NA,NA,NA,NA,NA,NA,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",2,3,3,NA,3,4,4,8,5,5,NA,5,16,6,4,1.66666666666667,1.66666666666667,1.66666666666667,4,1.5,2,1,1,NA,1,1,1,6,3,3,NA,3,12,3,2.82842712474619,1.15470053837925,1.15470053837925,1.15470053837925,5.35412613473634,1,660,670,700,NA,700,660,672,666,673,703,NA,703,672,673,718,684,714,NA,714,718,714,720,685,715,NA,715,720,715,660,670,700,NA,700,660,700,666,673,703,NA,703,672,703,7,10,60,NA,60,14,63,3.5,3.33333333333333,20,20,3.5,15.75,5,6,36,NA,36,8,36,2,2,12,NA,12,2,3,2.12132034355964,2.3094010767585,13.856406460551,13.856406460551,3,14.1509716980849,14,25,250,NA,250,36,253,7,8.33333333333333,83.3333333333333,83.3333333333333,9,63.25,10,12,120,NA,120,19,120,4,6,60,NA,60,4,3,4.24264068711928,3.21455025366432,32.1455025366432,32.1455025366432,6.78232998312527,47.9817673705336,NA,NA,NA,NA,NA,NA +"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",2,NA,NA,NA,NA,2,NA,3,NA,NA,NA,NA,3,NA,1.5,NA,NA,NA,1.5,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,0.707106781186548,NA,NA,NA,0.707106781186548,NA,539,NA,NA,NA,NA,539,NA,540,NA,NA,NA,NA,540,NA,540,NA,NA,NA,NA,540,NA,542,NA,NA,NA,NA,542,NA,540,NA,NA,NA,NA,540,NA,542,NA,NA,NA,NA,542,NA,3,NA,NA,NA,NA,3,NA,1.5,NA,NA,NA,1.5,NA,2,NA,NA,NA,NA,2,NA,1,NA,NA,NA,NA,1,NA,0.707106781186548,NA,NA,NA,0.707106781186548,NA,6,NA,NA,NA,NA,6,NA,3,NA,NA,NA,3,NA,4,NA,NA,NA,NA,4,NA,2,NA,NA,NA,NA,2,NA,1.4142135623731,NA,NA,NA,1.4142135623731,NA,NA,NA,NA,NA,NA,NA +"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",2,NA,NA,NA,NA,2,NA,5,NA,NA,NA,NA,5,NA,2.5,NA,NA,NA,2.5,NA,1,NA,NA,NA,NA,1,NA,4,NA,NA,NA,NA,4,NA,2.12132034355964,NA,NA,NA,2.12132034355964,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,5,NA,NA,NA,NA,5,NA,2.5,NA,NA,NA,2.5,NA,4,NA,NA,NA,NA,4,NA,1,NA,NA,NA,NA,1,NA,2.12132034355964,NA,NA,NA,2.12132034355964,NA,10,NA,NA,NA,NA,10,NA,5,NA,NA,NA,5,NA,8,NA,NA,NA,NA,8,NA,2,NA,NA,NA,NA,2,NA,4.24264068711928,NA,NA,NA,4.24264068711928,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",8,3,5,6,8,14,6,26,5,8,10,21,43,13,3.25,1.66666666666667,1.6,2.625,3.07142857142857,2.16666666666667,1,1,1,1,1,1,1,6,3,3,3,8,12,6,1.66904592079256,1.15470053837925,0.894427190999916,2.38671920665766,3.02462421605588,2.04124145231932,660,670,700,730,700,660,672,666,673,703,733,703,672,673,601,684,757,963,963,601,752,605,685,758,966,966,605,758,660,670,700,730,750,660,752,666,673,703,733,758,672,758,25,10,70,18,88,45,78,3.125,3.33333333333333,14,11,3.21428571428571,13,5,6,36,6,36,8,36,1,2,5,1,2,1,3,1.45773797371133,2.3094010767585,12.7867118525444,11.3010745380378,1.92867317598919,12.0995867698033,50,25,260,36,296,103,268,6.25,8.33333333333333,52,37,7.35714285714286,44.6666666666667,10,12,120,12,120,19,120,2,6,5,1,6,2,3,2.91547594742265,3.21455025366432,48.5540935452409,42.1527833346405,4.32536602021045,47.0984783901419,1.66666666666667,1.03279555898864,3,1.78885438199983,6,3.63318042491699 +"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",6,NA,NA,1,1,6,NA,15,NA,NA,3,3,18,NA,2.5,NA,NA,3,3,NA,1,NA,NA,3,3,1,NA,4,NA,NA,3,3,6,NA,1.04880884817015,NA,NA,NA,1.78885438199983,NA,539,NA,NA,963,963,539,NA,540,NA,NA,966,966,540,NA,601,NA,NA,963,963,601,NA,605,NA,NA,966,966,605,NA,601,NA,NA,963,963,960,NA,605,NA,NA,966,966,966,NA,15,NA,NA,3,3,18,NA,2.5,NA,NA,3,3,NA,4,NA,NA,3,3,6,NA,1,NA,NA,3,3,1,NA,1.04880884817015,NA,NA,NA,1.78885438199983,NA,30,NA,NA,6,6,36,NA,5,NA,NA,6,6,NA,8,NA,NA,6,6,12,NA,2,NA,NA,6,6,2,NA,2.0976176963403,NA,NA,NA,3.57770876399966,NA,3,NA,3,NA,6,NA +"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",2,NA,NA,NA,NA,2,NA,6,NA,NA,NA,NA,6,NA,3,NA,NA,NA,3,NA,2,NA,NA,NA,NA,2,NA,4,NA,NA,NA,NA,4,NA,1.4142135623731,NA,NA,NA,1.4142135623731,NA,540,NA,NA,NA,NA,540,NA,722,NA,NA,NA,NA,722,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,6,NA,NA,NA,NA,6,NA,3,NA,NA,NA,3,NA,4,NA,NA,NA,NA,4,NA,2,NA,NA,NA,NA,2,NA,1.4142135623731,NA,NA,NA,1.4142135623731,NA,12,NA,NA,NA,NA,12,NA,6,NA,NA,NA,6,NA,8,NA,NA,NA,NA,8,NA,4,NA,NA,NA,NA,4,NA,2.82842712474619,NA,NA,NA,2.82842712474619,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",2,3,5,5,7,8,6,11,5,8,7,18,25,13,5.5,1.66666666666667,1.6,2.57142857142857,3.125,2.16666666666667,5,1,1,1,1,1,1,6,3,3,3,8,12,6,0.707106781186548,1.15470053837925,0.894427190999916,2.5727509827124,3.83359212376963,2.04124145231932,660,670,700,730,700,660,672,666,673,703,733,703,672,673,718,684,757,754,750,750,752,723,685,758,755,758,752,758,660,670,700,730,750,660,752,666,673,703,733,758,672,758,10,10,70,15,85,27,78,5,3.33333333333333,14,12.1428571428571,3.375,13,5,6,36,6,36,8,36,5,2,5,1,2,2,3,0,2.3094010767585,12.7867118525444,11.6965603409517,2.13390989232709,12.0995867698033,20,25,260,30,290,67,268,10,8.33333333333333,52,41.4285714285714,8.375,44.6666666666667,10,12,120,12,120,19,120,10,6,5,1,6,3,3,0,3.21455025366432,48.5540935452409,43.4735825640398,4.77904652773811,47.0984783901419,1.4,0.894427190999916,3,2,6,4.06201920231798 +"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",6,3,5,6,8,12,6,20,5,8,10,21,37,13,3.33333333333333,1.66666666666667,1.6,2.625,3.08333333333333,2.16666666666667,1,1,1,1,1,1,1,6,3,3,3,8,12,6,1.86189867250253,1.15470053837925,0.894427190999916,2.38671920665766,3.26018218490744,2.04124145231932,660,670,700,730,700,660,672,666,673,703,733,703,672,673,960,684,757,963,963,960,752,963,685,758,966,966,966,758,660,670,700,730,750,660,752,666,673,703,733,758,672,758,19,10,70,18,88,39,78,3.16666666666667,3.33333333333333,14,11,3.25,13,5,6,36,6,36,8,36,1,2,5,1,2,1,3,1.60208197875972,2.3094010767585,12.7867118525444,11.3010745380378,2.05049883066181,12.0995867698033,38,25,260,36,296,91,268,6.33333333333333,8.33333333333333,52,37,7.58333333333333,44.6666666666667,10,12,120,12,120,19,120,2,6,5,1,6,2,3,3.20416395751944,3.21455025366432,48.5540935452409,42.1527833346405,4.58174903747731,47.0984783901419,1.66666666666667,1.03279555898864,3,1.78885438199983,6,3.63318042491699 +"threeday#2020-10-30 00:00:00,2020-11-01 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23:59:59","threeday","2020-10-31 00:00:00","2020-11-02 23:59:59",7,NA,NA,1,1,7,NA,17,NA,NA,3,3,20,NA,2.42857142857143,NA,NA,3,2.85714285714286,NA,1,NA,NA,3,3,1,NA,4,NA,NA,3,3,6,NA,0.975900072948533,NA,NA,NA,1.67616341969505,NA,539,NA,NA,963,963,539,NA,540,NA,NA,966,966,540,NA,601,NA,NA,963,963,601,NA,605,NA,NA,966,966,605,NA,601,NA,NA,963,963,960,NA,605,NA,NA,966,966,966,NA,17,NA,NA,3,3,20,NA,2.42857142857143,NA,NA,3,2.85714285714286,NA,4,NA,NA,3,3,6,NA,1,NA,NA,3,3,1,NA,0.975900072948533,NA,NA,NA,1.67616341969505,NA,34,NA,NA,6,6,40,NA,4.85714285714286,NA,NA,6,5.71428571428571,NA,8,NA,NA,6,6,12,NA,2,NA,NA,6,6,2,NA,1.95180014589707,NA,NA,NA,3.3523268393901,NA,3,NA,3,NA,6,NA +"threeday#2020-11-01 00:00:00,2020-11-03 23:59:59","threeday","2020-11-01 00:00:00","2020-11-03 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a/tests/data/processed/features/mtz_periodic/ios/fitbit_calories_intraday.csv b/tests/data/processed/features/mtz_periodic/ios/fitbit_calories_intraday.csv new file mode 100644 index 00000000..957d73ce --- /dev/null +++ b/tests/data/processed/features/mtz_periodic/ios/fitbit_calories_intraday.csv @@ -0,0 +1 @@ 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diff --git a/tests/data/processed/features/stz_event/android/fitbit_calories_intraday.csv b/tests/data/processed/features/stz_event/android/fitbit_calories_intraday.csv new file mode 100644 index 00000000..957d73ce --- /dev/null +++ b/tests/data/processed/features/stz_event/android/fitbit_calories_intraday.csv @@ -0,0 +1 @@ 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08:59:59",1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,539,NA,NA,NA,NA,539,NA,540,NA,NA,NA,NA,540,NA,539,NA,NA,NA,NA,539,NA,540,NA,NA,NA,NA,540,NA,539,NA,NA,NA,NA,539,NA,540,NA,NA,NA,NA,540,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,1,1,NA,NA,1,1,NA,NA,2,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0017#2020-10-31 08:30:00,2020-10-31 08:59:59","thirtyminutes0017","2020-10-31 08:30:00","2020-10-31 08:59:59",1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,539,NA,NA,NA,NA,539,NA,540,NA,NA,NA,NA,540,NA,539,NA,NA,NA,NA,539,NA,540,NA,NA,NA,NA,540,NA,539,NA,NA,NA,NA,539,NA,540,NA,NA,NA,NA,540,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,1,1,NA,NA,1,1,NA,NA,2,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-03-07 09:00:00,2020-03-07 09:29:59","thirtyminutes0018","2020-03-07 09:00:00","2020-03-07 09:29:59",1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,540,NA,NA,NA,NA,540,NA,542,NA,NA,NA,NA,542,NA,540,NA,NA,NA,NA,540,NA,542,NA,NA,NA,NA,542,NA,540,NA,NA,NA,NA,540,NA,542,NA,NA,NA,NA,542,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,2,2,NA,NA,2,2,NA,NA,4,4,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-03-08 09:00:00,2020-03-08 09:29:59","thirtyminutes0018","2020-03-08 09:00:00","2020-03-08 09:29:59",1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,1,1,NA,NA,1,1,NA,NA,2,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-10-31 09:00:00,2020-10-31 09:29:59","thirtyminutes0018","2020-10-31 09:00:00","2020-10-31 09:29:59",1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,540,NA,NA,NA,NA,540,NA,542,NA,NA,NA,NA,542,NA,540,NA,NA,NA,NA,540,NA,542,NA,NA,NA,NA,542,NA,540,NA,NA,NA,NA,540,NA,542,NA,NA,NA,NA,542,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,2,2,NA,NA,2,2,NA,NA,4,4,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0018#2020-11-01 09:00:00,2020-11-01 09:29:59","thirtyminutes0018","2020-11-01 09:00:00","2020-11-01 09:29:59",1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,1,1,NA,NA,1,1,NA,NA,2,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0020#2020-03-08 10:00:00,2020-03-08 10:29:59","thirtyminutes0020","2020-03-08 10:00:00","2020-03-08 10:29:59",1,NA,NA,NA,NA,1,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,8,NA,NA,NA,NA,8,NA,8,NA,NA,NA,NA,8,NA,8,NA,NA,NA,NA,8,NA,4,4,NA,NA,4,4,NA,NA,8,8,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0020#2020-11-01 10:00:00,2020-11-01 10:29:59","thirtyminutes0020","2020-11-01 10:00:00","2020-11-01 10:29:59",1,NA,NA,NA,NA,1,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,4,NA,NA,NA,NA,4,NA,8,NA,NA,NA,NA,8,NA,8,NA,NA,NA,NA,8,NA,8,NA,NA,NA,NA,8,NA,4,4,NA,NA,4,4,NA,NA,8,8,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0022#2020-03-06 11:00:00,2020-03-06 11:29:59","thirtyminutes0022","2020-03-06 11:00:00","2020-03-06 11:29:59",1,3,NA,NA,NA,3,1,6,5,NA,NA,NA,14,1,6,1,NA,NA,NA,1,1,6,3,NA,NA,NA,12,1,660,670,NA,NA,NA,660,672,666,673,NA,NA,NA,672,673,660,684,NA,NA,NA,684,672,666,685,NA,NA,NA,685,673,660,670,NA,NA,NA,660,672,666,673,NA,NA,NA,672,673,5,10,NA,NA,NA,12,3,5,6,NA,NA,NA,8,3,5,2,NA,NA,NA,2,3,10,25,NA,NA,NA,32,3,10,12,NA,NA,NA,19,3,10,6,NA,NA,NA,6,3,6,4.66666666666667,NA,6.35085296108588,5,4,NA,3.46410161513775,10,10.6666666666667,NA,7.23417813807024,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,3,NA,3,NA,NA,NA,NA,NA,NA,NA,1.66666666666667,1.15470053837925,3.33333333333333,2.3094010767585,8.33333333333333,3.21455025366432 +"thirtyminutes0022#2020-10-30 11:00:00,2020-10-30 11:29:59","thirtyminutes0022","2020-10-30 11:00:00","2020-10-30 11:29:59",1,3,NA,NA,NA,3,1,6,5,NA,NA,NA,14,1,6,1,NA,NA,NA,1,1,6,3,NA,NA,NA,12,1,660,670,NA,NA,NA,660,672,666,673,NA,NA,NA,672,673,660,684,NA,NA,NA,684,672,666,685,NA,NA,NA,685,673,660,670,NA,NA,NA,660,672,666,673,NA,NA,NA,672,673,5,10,NA,NA,NA,12,3,5,6,NA,NA,NA,8,3,5,2,NA,NA,NA,2,3,10,25,NA,NA,NA,32,3,10,12,NA,NA,NA,19,3,10,6,NA,NA,NA,6,3,6,4.66666666666667,NA,6.35085296108588,5,4,NA,3.46410161513775,10,10.6666666666667,NA,7.23417813807024,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,1,NA,3,NA,3,NA,NA,NA,NA,NA,NA,NA,1.66666666666667,1.15470053837925,3.33333333333333,2.3094010767585,8.33333333333333,3.21455025366432 +"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,NA,3,NA,3,1,3,2,NA,5,NA,5,2,5,2,NA,1,NA,1,2,1,2,NA,3,NA,3,2,3,718,NA,700,NA,700,718,700,720,NA,703,NA,703,720,703,718,NA,714,NA,714,718,714,720,NA,715,NA,715,720,715,718,NA,700,NA,700,718,700,720,NA,703,NA,703,720,703,2,NA,60,NA,60,2,60,2,NA,36,NA,36,2,36,2,NA,12,NA,12,2,12,4,NA,250,NA,250,4,250,4,NA,120,NA,120,4,120,4,NA,60,NA,60,4,60,2,2,NA,NA,2,2,NA,NA,4,4,NA,NA,1.66666666666667,1.15470053837925,20,13.856406460551,83.3333333333333,32.1455025366432,NA,NA,NA,NA,NA,NA,1.66666666666667,1.15470053837925,20,13.856406460551,83.3333333333333,32.1455025366432,1.66666666666667,1.15470053837925,20,13.856406460551,83.3333333333333,32.1455025366432,NA,NA,NA,NA,NA,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,NA,3,NA,3,1,3,2,NA,5,NA,5,2,5,2,NA,1,NA,1,2,1,2,NA,3,NA,3,2,3,718,NA,700,NA,700,718,700,720,NA,703,NA,703,720,703,718,NA,714,NA,714,718,714,720,NA,715,NA,715,720,715,718,NA,700,NA,700,718,700,720,NA,703,NA,703,720,703,2,NA,60,NA,60,2,60,2,NA,36,NA,36,2,36,2,NA,12,NA,12,2,12,4,NA,250,NA,250,4,250,4,NA,120,NA,120,4,120,4,NA,60,NA,60,4,60,2,2,NA,NA,2,2,NA,NA,4,4,NA,NA,1.66666666666667,1.15470053837925,20,13.856406460551,83.3333333333333,32.1455025366432,NA,NA,NA,NA,NA,NA,1.66666666666667,1.15470053837925,20,13.856406460551,83.3333333333333,32.1455025366432,1.66666666666667,1.15470053837925,20,13.856406460551,83.3333333333333,32.1455025366432,NA,NA,NA,NA,NA,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,NA,NA,3,3,4,1,3,NA,NA,5,5,7,1,3,NA,NA,1,1,1,1,3,NA,NA,3,3,3,1,720,NA,NA,730,730,720,732,723,NA,NA,733,733,723,733,720,NA,NA,744,744,744,732,723,NA,NA,745,745,745,733,720,NA,NA,730,730,720,732,723,NA,NA,733,733,723,733,3,NA,NA,10,10,10,3,3,NA,NA,6,6,3,3,3,NA,NA,2,2,2,3,6,NA,NA,25,25,28,3,6,NA,NA,12,12,9,3,6,NA,NA,6,6,6,3,3,1.75,NA,0.957427107756338,3,2.5,NA,0.577350269189626,6,7,NA,1.4142135623731,1.66666666666667,1.15470053837925,3.33333333333333,2.3094010767585,8.33333333333333,3.21455025366432,1.66666666666667,1.15470053837925,3.33333333333333,2.3094010767585,8.33333333333333,3.21455025366432,1,NA,3,NA,3,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,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,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,1,1,NA,NA,1,1,NA,NA,2,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,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,NA,NA,3,3,4,1,3,NA,NA,5,5,7,1,3,NA,NA,1,1,1,1,3,NA,NA,3,3,3,1,720,NA,NA,730,730,720,732,723,NA,NA,733,733,723,733,720,NA,NA,744,744,744,732,723,NA,NA,745,745,745,733,720,NA,NA,730,730,720,732,723,NA,NA,733,733,723,733,3,NA,NA,10,10,10,3,3,NA,NA,6,6,3,3,3,NA,NA,2,2,2,3,6,NA,NA,25,25,28,3,6,NA,NA,12,12,9,3,6,NA,NA,6,6,6,3,3,1.75,NA,0.957427107756338,3,2.5,NA,0.577350269189626,6,7,NA,1.4142135623731,1.66666666666667,1.15470053837925,3.33333333333333,2.3094010767585,8.33333333333333,3.21455025366432,1.66666666666667,1.15470053837925,3.33333333333333,2.3094010767585,8.33333333333333,3.21455025366432,1,NA,3,NA,3,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,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,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,1,1,NA,NA,1,1,NA,NA,2,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0025#2020-03-06 12:30:00,2020-03-06 12:59:59","thirtyminutes0025","2020-03-06 12:30:00","2020-03-06 12:59:59",NA,NA,2,2,1,1,1,NA,NA,3,2,8,2,6,NA,NA,1,1,8,2,6,NA,NA,2,1,8,2,6,NA,NA,751,750,750,750,752,NA,NA,753,751,758,752,758,NA,NA,757,754,750,750,752,NA,NA,758,755,758,752,758,NA,NA,751,750,750,750,752,NA,NA,753,751,758,752,758,NA,NA,10,5,15,3,12,NA,NA,5,4,15,3,12,NA,NA,5,1,15,3,12,NA,NA,10,5,15,3,12,NA,NA,5,4,15,3,12,NA,NA,5,1,15,3,12,NA,2,NA,NA,NA,3,NA,NA,NA,3,NA,NA,8,NA,15,NA,15,NA,1,0,2.5,2.12132034355964,2.5,2.12132034355964,6,NA,12,NA,12,NA,1.5,0.707106781186548,5,0,5,0,NA,NA,NA,NA,NA,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,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,779,NA,NA,NA,NA,779,NA,780,NA,NA,NA,NA,780,NA,779,NA,NA,NA,NA,779,NA,780,NA,NA,NA,NA,780,NA,779,NA,NA,NA,NA,779,NA,780,NA,NA,NA,NA,780,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,1,1,NA,NA,1,1,NA,NA,2,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0025#2020-10-30 12:30:00,2020-10-30 12:59:59","thirtyminutes0025","2020-10-30 12:30:00","2020-10-30 12:59:59",NA,NA,2,2,1,1,1,NA,NA,3,2,8,2,6,NA,NA,1,1,8,2,6,NA,NA,2,1,8,2,6,NA,NA,751,750,750,750,752,NA,NA,753,751,758,752,758,NA,NA,757,754,750,750,752,NA,NA,758,755,758,752,758,NA,NA,751,750,750,750,752,NA,NA,753,751,758,752,758,NA,NA,10,5,15,3,12,NA,NA,5,4,15,3,12,NA,NA,5,1,15,3,12,NA,NA,10,5,15,3,12,NA,NA,5,4,15,3,12,NA,NA,5,1,15,3,12,NA,2,NA,NA,NA,3,NA,NA,NA,3,NA,NA,8,NA,15,NA,15,NA,1,0,2.5,2.12132034355964,2.5,2.12132034355964,6,NA,12,NA,12,NA,1.5,0.707106781186548,5,0,5,0,NA,NA,NA,NA,NA,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,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,779,NA,NA,NA,NA,779,NA,780,NA,NA,NA,NA,780,NA,779,NA,NA,NA,NA,779,NA,780,NA,NA,NA,NA,780,NA,779,NA,NA,NA,NA,779,NA,780,NA,NA,NA,NA,780,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,1,NA,NA,NA,NA,1,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,2,NA,NA,NA,NA,2,NA,1,1,NA,NA,1,1,NA,NA,2,2,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"thirtyminutes0026#2020-03-07 13:00:00,2020-03-07 13:29:59","thirtyminutes0026","2020-03-07 13:00:00","2020-03-07 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diff --git a/tests/data/processed/features/stz_periodic/android/fitbit_calories_intraday.csv b/tests/data/processed/features/stz_periodic/android/fitbit_calories_intraday.csv new file mode 100644 index 00000000..957d73ce --- /dev/null +++ b/tests/data/processed/features/stz_periodic/android/fitbit_calories_intraday.csv @@ -0,0 +1 @@ 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diff --git a/tests/data/processed/features/stz_periodic/fitbit/fitbit_calories_intraday.csv b/tests/data/processed/features/stz_periodic/fitbit/fitbit_calories_intraday.csv new file mode 100644 index 00000000..993d63b0 --- /dev/null +++ b/tests/data/processed/features/stz_periodic/fitbit/fitbit_calories_intraday.csv @@ -0,0 +1,23 @@ 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melongestepisodeveryactive","fitbit_calories_intraday_rapids_endtimelongestepisodemvpa","fitbit_calories_intraday_rapids_endtimelongestepisodelowmet","fitbit_calories_intraday_rapids_endtimelongestepisodehighmet","fitbit_calories_intraday_rapids_summetsepisodesedentary","fitbit_calories_intraday_rapids_summetsepisodelightlyactive","fitbit_calories_intraday_rapids_summetsepisodefairlyactive","fitbit_calories_intraday_rapids_summetsepisodeveryactive","fitbit_calories_intraday_rapids_summetsepisodemvpa","fitbit_calories_intraday_rapids_summetsepisodelowmet","fitbit_calories_intraday_rapids_summetsepisodehighmet","fitbit_calories_intraday_rapids_avgmetsepisodesedentary","fitbit_calories_intraday_rapids_avgmetsepisodelightlyactive","fitbit_calories_intraday_rapids_avgmetsepisodefairlyactive","fitbit_calories_intraday_rapids_avgmetsepisodemvpa","fitbit_calories_intraday_rapids_avgmetsepisodelowmet","fitbit_calories_intraday_rapids_avgmetsepisodehighmet","fitbit_calories_intraday_rapids_maxmetsepisodesedentary","fitbit_calories_intraday_rapids_maxmetsepisodelightlyactive","fitbit_calories_intraday_rapids_maxmetsepisodefairlyactive","fitbit_calories_intraday_rapids_maxmetsepisodeveryactive","fitbit_calories_intraday_rapids_maxmetsepisodemvpa","fitbit_calories_intraday_rapids_maxmetsepisodelowmet","fitbit_calories_intraday_rapids_maxmetsepisodehighmet","fitbit_calories_intraday_rapids_minmetsepisodesedentary","fitbit_calories_intraday_rapids_minmetsepisodelightlyactive","fitbit_calories_intraday_rapids_minmetsepisodefairlyactive","fitbit_calories_intraday_rapids_minmetsepisodeveryactive","fitbit_calories_intraday_rapids_minmetsepisodemvpa","fitbit_calories_intraday_rapids_minmetsepisodelowmet","fitbit_calories_intraday_rapids_minmetsepisodehighmet","fitbit_calories_intraday_rapids_stdmetsepisodesedentary","fitbit_calories_intraday_rapids_stdmetsepisodelightlyactive","fitbit_calories_intraday_rapids_stdmetsepisodefairlyactive","fitbit_calories_intraday_rapids_stdmetsepisodemvpa","fitbit_calories_intraday_rapids_stdmetsepisodelowmet","fitbit_calories_intraday_rapids_stdmetsepisodehighmet","fitbit_calories_intraday_rapids_sumcaloriesepisodesedentary","fitbit_calories_intraday_rapids_sumcaloriesepisodelightlyactive","fitbit_calories_intraday_rapids_sumcaloriesepisodefairlyactive","fitbit_calories_intraday_rapids_sumcaloriesepisodeveryactive","fitbit_calories_intraday_rapids_sumcaloriesepisodemvpa","fitbit_calories_intraday_rapids_sumcaloriesepisodelowmet","fitbit_calories_intraday_rapids_sumcaloriesepisodehighmet","fitbit_calories_intraday_rapids_avgcaloriesepisodesedentary","fitbit_calories_intraday_rapids_avgcaloriesepisodelightlyactive","fitbit_calories_intraday_rapids_avgcaloriesepisodefairlyactive","fitbit_calories_intraday_rapids_avgcaloriesepisodemvpa","fitbit_calories_intraday_rapids_avgcaloriesepisodelowmet","fitbit_calories_intraday_rapids_avgcaloriesepisodehighmet","fitbit_calories_intraday_rapids_maxcaloriesepisodesedentary","fitbit_calories_intraday_rapids_maxcaloriesepisodelightlyactive","fitbit_calories_intraday_rapids_maxcaloriesepisodefairlyactive","fitbit_calories_intraday_rapids_maxcaloriesepisodeveryactive","fitbit_calories_intraday_rapids_maxcaloriesepisodemvpa","fitbit_calories_intraday_rapids_maxcaloriesepisodelowmet","fitbit_calories_intraday_rapids_maxcaloriesepisodehighmet","fitbit_calories_intraday_rapids_mincaloriesepisodesedentary","fitbit_calories_intraday_rapids_mincaloriesepisodelightlyactive","fitbit_calories_intraday_rapids_mincaloriesepisodefairlyactive","fitbit_calories_intraday_rapids_mincaloriesepisodeveryactive","fitbit_calories_intraday_rapids_mincaloriesepisodemvpa","fitbit_calories_intraday_rapids_mincaloriesepisodelowmet","fitbit_calories_intraday_rapids_mincaloriesepisodehighmet","fitbit_calories_intraday_rapids_stdcaloriesepisodesedentary","fitbit_calories_intraday_rapids_stdcaloriesepisodelightlyactive","fitbit_calories_intraday_rapids_stdcaloriesepisodefairlyactive","fitbit_calories_intraday_rapids_stdcaloriesepisodemvpa","fitbit_calories_intraday_rapids_stdcaloriesepisodelowmet","fitbit_calories_intraday_rapids_stdcaloriesepisodehighmet","fitbit_calories_intraday_rapids_avgdurationepisodeveryactive","fitbit_calories_intraday_rapids_stddurationepisodeveryactive","fitbit_calories_intraday_rapids_avgmetsepisodeveryactive","fitbit_calories_intraday_rapids_stdmetsepisodeveryactive","fitbit_calories_intraday_rapids_avgcaloriesepisodeveryactive","fitbit_calories_intraday_rapids_stdcaloriesepisodeveryactive" 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23:59:59","daily","2020-03-07 00:00:00","2020-03-07 23:59:59",3,NA,NA,1,1,3,NA,9,NA,NA,3,3,12,NA,3,NA,NA,3,4,NA,3,NA,NA,3,3,3,NA,3,NA,NA,3,3,6,NA,0,NA,NA,NA,1.73205080756888,NA,539,NA,NA,963,963,539,NA,542,NA,NA,966,966,542,NA,960,NA,NA,963,963,960,NA,963,NA,NA,966,966,966,NA,539,NA,NA,963,963,960,NA,542,NA,NA,966,966,966,NA,9,NA,NA,3,3,12,NA,3,NA,NA,3,4,NA,3,NA,NA,3,3,6,NA,3,NA,NA,3,3,3,NA,0,NA,NA,NA,1.73205080756888,NA,18,NA,NA,6,6,24,NA,6,NA,NA,6,8,NA,6,NA,NA,6,6,12,NA,6,NA,NA,6,6,6,NA,0,NA,NA,NA,3.46410161513775,NA,3,NA,3,NA,6,NA +"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",3,NA,NA,NA,NA,3,NA,6,NA,NA,NA,NA,6,NA,2,NA,NA,NA,2,NA,1,NA,NA,NA,NA,1,NA,4,NA,NA,NA,NA,4,NA,1.73205080756888,NA,NA,NA,1.73205080756888,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,6,NA,NA,NA,NA,6,NA,2,NA,NA,NA,2,NA,4,NA,NA,NA,NA,4,NA,1,NA,NA,NA,NA,1,NA,1.73205080756888,NA,NA,NA,1.73205080756888,NA,12,NA,NA,NA,NA,12,NA,4,NA,NA,NA,4,NA,8,NA,NA,NA,NA,8,NA,2,NA,NA,NA,NA,2,NA,3.46410161513775,NA,NA,NA,3.46410161513775,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",2,3,5,5,7,8,6,11,5,8,7,18,25,13,5.5,1.66666666666667,1.6,2.57142857142857,3.125,2.16666666666667,5,1,1,1,1,1,1,6,3,3,3,8,12,6,0.707106781186548,1.15470053837925,0.894427190999916,2.5727509827124,3.83359212376963,2.04124145231932,660,670,700,730,700,660,672,666,673,703,733,703,672,673,718,684,757,754,750,750,752,723,685,758,755,758,752,758,660,670,700,730,750,660,752,666,673,703,733,758,672,758,10,10,70,15,85,27,78,5,3.33333333333333,14,12.1428571428571,3.375,13,5,6,36,6,36,8,36,5,2,5,1,2,2,3,0,2.3094010767585,12.7867118525444,11.6965603409517,2.13390989232709,12.0995867698033,20,25,260,30,290,67,268,10,8.33333333333333,52,41.4285714285714,8.375,44.6666666666667,10,12,120,12,120,19,120,10,6,5,1,6,3,3,0,3.21455025366432,48.5540935452409,43.4735825640398,4.77904652773811,47.0984783901419,1.4,0.894427190999916,3,2,6,4.06201920231798 +"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",3,NA,NA,1,1,3,NA,9,NA,NA,3,3,12,NA,3,NA,NA,3,4,NA,3,NA,NA,3,3,3,NA,3,NA,NA,3,3,6,NA,0,NA,NA,NA,1.73205080756888,NA,539,NA,NA,963,963,539,NA,542,NA,NA,966,966,542,NA,960,NA,NA,963,963,960,NA,963,NA,NA,966,966,966,NA,539,NA,NA,963,963,960,NA,542,NA,NA,966,966,966,NA,9,NA,NA,3,3,12,NA,3,NA,NA,3,4,NA,3,NA,NA,3,3,6,NA,3,NA,NA,3,3,3,NA,0,NA,NA,NA,1.73205080756888,NA,18,NA,NA,6,6,24,NA,6,NA,NA,6,8,NA,6,NA,NA,6,6,12,NA,6,NA,NA,6,6,6,NA,0,NA,NA,NA,3.46410161513775,NA,3,NA,3,NA,6,NA +"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",4,NA,NA,NA,NA,4,NA,8,NA,NA,NA,NA,8,NA,2,NA,NA,NA,2,NA,1,NA,NA,NA,NA,1,NA,4,NA,NA,NA,NA,4,NA,1.4142135623731,NA,NA,NA,1.4142135623731,NA,120,NA,NA,NA,NA,120,NA,122,NA,NA,NA,NA,122,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,8,NA,NA,NA,NA,8,NA,2,NA,NA,NA,2,NA,4,NA,NA,NA,NA,4,NA,1,NA,NA,NA,NA,1,NA,1.4142135623731,NA,NA,NA,1.4142135623731,NA,16,NA,NA,NA,NA,16,NA,4,NA,NA,NA,4,NA,8,NA,NA,NA,NA,8,NA,2,NA,NA,NA,NA,2,NA,2.82842712474619,NA,NA,NA,2.82842712474619,NA,NA,NA,NA,NA,NA,NA +"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",2,3,3,NA,3,4,4,8,5,5,NA,5,16,6,4,1.66666666666667,1.66666666666667,1.66666666666667,4,1.5,2,1,1,NA,1,1,1,6,3,3,NA,3,12,3,2.82842712474619,1.15470053837925,1.15470053837925,1.15470053837925,5.35412613473634,1,660,670,700,NA,700,660,672,666,673,703,NA,703,672,673,718,684,714,NA,714,718,714,720,685,715,NA,715,720,715,660,670,700,NA,700,660,700,666,673,703,NA,703,672,703,7,10,60,NA,60,14,63,3.5,3.33333333333333,20,20,3.5,15.75,5,6,36,NA,36,8,36,2,2,12,NA,12,2,3,2.12132034355964,2.3094010767585,13.856406460551,13.856406460551,3,14.1509716980849,14,25,250,NA,250,36,253,7,8.33333333333333,83.3333333333333,83.3333333333333,9,63.25,10,12,120,NA,120,19,120,4,6,60,NA,60,4,3,4.24264068711928,3.21455025366432,32.1455025366432,32.1455025366432,6.78232998312527,47.9817673705336,NA,NA,NA,NA,NA,NA +"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",1,NA,NA,NA,NA,1,NA,3,NA,NA,NA,NA,3,NA,3,NA,NA,NA,3,NA,3,NA,NA,NA,NA,3,NA,3,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,539,NA,NA,NA,NA,539,NA,542,NA,NA,NA,NA,542,NA,539,NA,NA,NA,NA,539,NA,542,NA,NA,NA,NA,542,NA,539,NA,NA,NA,NA,539,NA,542,NA,NA,NA,NA,542,NA,3,NA,NA,NA,NA,3,NA,3,NA,NA,NA,3,NA,3,NA,NA,NA,NA,3,NA,3,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,6,NA,NA,NA,NA,6,NA,6,NA,NA,NA,6,NA,6,NA,NA,NA,NA,6,NA,6,NA,NA,NA,NA,6,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"morning#2020-03-08 06:00:00,2020-03-08 11:59:59","morning","2020-03-08 06:00:00","2020-03-08 11:59:59",2,NA,NA,NA,NA,2,NA,5,NA,NA,NA,NA,5,NA,2.5,NA,NA,NA,2.5,NA,1,NA,NA,NA,NA,1,NA,4,NA,NA,NA,NA,4,NA,2.12132034355964,NA,NA,NA,2.12132034355964,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,5,NA,NA,NA,NA,5,NA,2.5,NA,NA,NA,2.5,NA,4,NA,NA,NA,NA,4,NA,1,NA,NA,NA,NA,1,NA,2.12132034355964,NA,NA,NA,2.12132034355964,NA,10,NA,NA,NA,NA,10,NA,5,NA,NA,NA,5,NA,8,NA,NA,NA,NA,8,NA,2,NA,NA,NA,NA,2,NA,4.24264068711928,NA,NA,NA,4.24264068711928,NA,NA,NA,NA,NA,NA,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",2,3,3,NA,3,4,4,8,5,5,NA,5,16,6,4,1.66666666666667,1.66666666666667,1.66666666666667,4,1.5,2,1,1,NA,1,1,1,6,3,3,NA,3,12,3,2.82842712474619,1.15470053837925,1.15470053837925,1.15470053837925,5.35412613473634,1,660,670,700,NA,700,660,672,666,673,703,NA,703,672,673,718,684,714,NA,714,718,714,720,685,715,NA,715,720,715,660,670,700,NA,700,660,700,666,673,703,NA,703,672,703,7,10,60,NA,60,14,63,3.5,3.33333333333333,20,20,3.5,15.75,5,6,36,NA,36,8,36,2,2,12,NA,12,2,3,2.12132034355964,2.3094010767585,13.856406460551,13.856406460551,3,14.1509716980849,14,25,250,NA,250,36,253,7,8.33333333333333,83.3333333333333,83.3333333333333,9,63.25,10,12,120,NA,120,19,120,4,6,60,NA,60,4,3,4.24264068711928,3.21455025366432,32.1455025366432,32.1455025366432,6.78232998312527,47.9817673705336,NA,NA,NA,NA,NA,NA +"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",1,NA,NA,NA,NA,1,NA,3,NA,NA,NA,NA,3,NA,3,NA,NA,NA,3,NA,3,NA,NA,NA,NA,3,NA,3,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,539,NA,NA,NA,NA,539,NA,542,NA,NA,NA,NA,542,NA,539,NA,NA,NA,NA,539,NA,542,NA,NA,NA,NA,542,NA,539,NA,NA,NA,NA,539,NA,542,NA,NA,NA,NA,542,NA,3,NA,NA,NA,NA,3,NA,3,NA,NA,NA,3,NA,3,NA,NA,NA,NA,3,NA,3,NA,NA,NA,NA,3,NA,NA,NA,NA,NA,NA,NA,6,NA,NA,NA,NA,6,NA,6,NA,NA,NA,6,NA,6,NA,NA,NA,NA,6,NA,6,NA,NA,NA,NA,6,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA,NA +"morning#2020-11-01 06:00:00,2020-11-01 11:59:59","morning","2020-11-01 06:00:00","2020-11-01 11:59:59",2,NA,NA,NA,NA,2,NA,5,NA,NA,NA,NA,5,NA,2.5,NA,NA,NA,2.5,NA,1,NA,NA,NA,NA,1,NA,4,NA,NA,NA,NA,4,NA,2.12132034355964,NA,NA,NA,2.12132034355964,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,5,NA,NA,NA,NA,5,NA,2.5,NA,NA,NA,2.5,NA,4,NA,NA,NA,NA,4,NA,1,NA,NA,NA,NA,1,NA,2.12132034355964,NA,NA,NA,2.12132034355964,NA,10,NA,NA,NA,NA,10,NA,5,NA,NA,NA,5,NA,8,NA,NA,NA,NA,8,NA,2,NA,NA,NA,NA,2,NA,4.24264068711928,NA,NA,NA,4.24264068711928,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",8,3,5,6,8,14,6,26,5,8,10,21,43,13,3.25,1.66666666666667,1.6,2.625,3.07142857142857,2.16666666666667,1,1,1,1,1,1,1,6,3,3,3,8,12,6,1.75254916376933,1.15470053837925,0.894427190999916,2.38671920665766,3.04995045897434,2.04124145231932,660,670,700,730,700,660,672,666,673,703,733,703,672,673,721,684,757,963,963,721,752,722,685,758,966,966,722,758,660,670,700,730,750,660,752,666,673,703,733,758,672,758,25,10,70,18,88,45,78,3.125,3.33333333333333,14,11,3.21428571428571,13,5,6,36,6,36,8,36,1,2,5,1,2,1,3,1.5526475085203,2.3094010767585,12.7867118525444,11.3010745380378,1.96815303612965,12.0995867698033,50,25,260,36,296,103,268,6.25,8.33333333333333,52,37,7.35714285714286,44.6666666666667,10,12,120,12,120,19,120,2,6,5,1,6,2,3,3.10529501704059,3.21455025366432,48.5540935452409,42.1527833346405,4.39592718595017,47.0984783901419,1.66666666666667,1.03279555898864,3,1.78885438199983,6,3.63318042491699 +"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",6,NA,NA,1,1,6,NA,15,NA,NA,3,3,18,NA,2.5,NA,NA,3,3,NA,1,NA,NA,3,3,1,NA,4,NA,NA,3,3,6,NA,1.22474487139159,NA,NA,NA,1.89736659610103,NA,539,NA,NA,963,963,539,NA,542,NA,NA,966,966,542,NA,721,NA,NA,963,963,721,NA,722,NA,NA,966,966,722,NA,601,NA,NA,963,963,960,NA,605,NA,NA,966,966,966,NA,15,NA,NA,3,3,18,NA,2.5,NA,NA,3,3,NA,4,NA,NA,3,3,6,NA,1,NA,NA,3,3,1,NA,1.22474487139159,NA,NA,NA,1.89736659610103,NA,30,NA,NA,6,6,36,NA,5,NA,NA,6,6,NA,8,NA,NA,6,6,12,NA,2,NA,NA,6,6,2,NA,2.44948974278318,NA,NA,NA,3.79473319220206,NA,3,NA,3,NA,6,NA +"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",3,NA,NA,NA,NA,3,NA,6,NA,NA,NA,NA,6,NA,2,NA,NA,NA,2,NA,1,NA,NA,NA,NA,1,NA,4,NA,NA,NA,NA,4,NA,1.73205080756888,NA,NA,NA,1.73205080756888,NA,540,NA,NA,NA,NA,540,NA,541,NA,NA,NA,NA,541,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,6,NA,NA,NA,NA,6,NA,2,NA,NA,NA,2,NA,4,NA,NA,NA,NA,4,NA,1,NA,NA,NA,NA,1,NA,1.73205080756888,NA,NA,NA,1.73205080756888,NA,12,NA,NA,NA,NA,12,NA,4,NA,NA,NA,4,NA,8,NA,NA,NA,NA,8,NA,2,NA,NA,NA,NA,2,NA,3.46410161513775,NA,NA,NA,3.46410161513775,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",2,3,5,5,7,8,6,11,5,8,7,18,25,13,5.5,1.66666666666667,1.6,2.57142857142857,3.125,2.16666666666667,5,1,1,1,1,1,1,6,3,3,3,8,12,6,0.707106781186548,1.15470053837925,0.894427190999916,2.5727509827124,3.83359212376963,2.04124145231932,660,670,700,730,700,660,672,666,673,703,733,703,672,673,718,684,757,754,750,750,752,723,685,758,755,758,752,758,660,670,700,730,750,660,752,666,673,703,733,758,672,758,10,10,70,15,85,27,78,5,3.33333333333333,14,12.1428571428571,3.375,13,5,6,36,6,36,8,36,5,2,5,1,2,2,3,0,2.3094010767585,12.7867118525444,11.6965603409517,2.13390989232709,12.0995867698033,20,25,260,30,290,67,268,10,8.33333333333333,52,41.4285714285714,8.375,44.6666666666667,10,12,120,12,120,19,120,10,6,5,1,6,3,3,0,3.21455025366432,48.5540935452409,43.4735825640398,4.77904652773811,47.0984783901419,1.4,0.894427190999916,3,2,6,4.06201920231798 +"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",5,3,5,6,8,11,6,20,5,8,10,21,37,13,4,1.66666666666667,1.6,2.625,3.36363636363636,2.16666666666667,3,1,1,1,1,1,1,6,3,3,3,8,12,6,1.4142135623731,1.15470053837925,0.894427190999916,2.38671920665766,3.32483765837453,2.04124145231932,660,670,700,730,700,660,672,666,673,703,733,703,672,673,960,684,757,963,963,960,752,963,685,758,966,966,966,758,660,670,700,730,750,660,752,666,673,703,733,758,672,758,19,10,70,18,88,39,78,3.8,3.33333333333333,14,11,3.54545454545455,13,5,6,36,6,36,8,36,3,2,5,1,2,2,3,1.09544511501033,2.3094010767585,12.7867118525444,11.3010745380378,1.9679246105294,12.0995867698033,38,25,260,36,296,91,268,7.6,8.33333333333333,52,37,8.27272727272727,44.6666666666667,10,12,120,12,120,19,120,6,6,5,1,6,3,3,2.19089023002066,3.21455025366432,48.5540935452409,42.1527833346405,4.29164092372391,47.0984783901419,1.66666666666667,1.03279555898864,3,1.78885438199983,6,3.63318042491699 +"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",9,3,5,6,8,15,6,28,5,8,10,21,45,13,3.11111111111111,1.66666666666667,1.6,2.625,3,2.16666666666667,1,1,1,1,1,1,1,6,3,3,3,8,12,6,1.69148192751537,1.15470053837925,0.894427190999916,2.38671920665766,2.95199690282455,2.04124145231932,660,670,700,730,700,660,672,666,673,703,733,703,672,673,721,684,757,963,963,721,752,722,685,758,966,966,722,758,660,670,700,730,750,660,752,666,673,703,733,758,672,758,27,10,70,18,88,47,78,3,3.33333333333333,14,11,3.13333333333333,13,5,6,36,6,36,8,36,1,2,5,1,2,1,3,1.5,2.3094010767585,12.7867118525444,11.3010745380378,1.92230020944651,12.0995867698033,54,25,260,36,296,107,268,6,8.33333333333333,52,37,7.13333333333333,44.6666666666667,10,12,120,12,120,19,120,2,6,5,1,6,2,3,3,3.21455025366432,48.5540935452409,42.1527833346405,4.32379903501979,47.0984783901419,1.66666666666667,1.03279555898864,3,1.78885438199983,6,3.63318042491699 +"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",7,NA,NA,1,1,7,NA,17,NA,NA,3,3,20,NA,2.42857142857143,NA,NA,3,2.85714285714286,NA,1,NA,NA,3,3,1,NA,4,NA,NA,3,3,6,NA,1.13389341902768,NA,NA,NA,1.77281052085584,NA,539,NA,NA,963,963,539,NA,542,NA,NA,966,966,542,NA,721,NA,NA,963,963,721,NA,722,NA,NA,966,966,722,NA,601,NA,NA,963,963,960,NA,605,NA,NA,966,966,966,NA,17,NA,NA,3,3,20,NA,2.42857142857143,NA,NA,3,2.85714285714286,NA,4,NA,NA,3,3,6,NA,1,NA,NA,3,3,1,NA,1.13389341902768,NA,NA,NA,1.77281052085584,NA,34,NA,NA,6,6,40,NA,4.85714285714286,NA,NA,6,5.71428571428571,NA,8,NA,NA,6,6,12,NA,2,NA,NA,6,6,2,NA,2.26778683805536,NA,NA,NA,3.54562104171167,NA,3,NA,3,NA,6,NA +"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",4,NA,NA,NA,NA,4,NA,8,NA,NA,NA,NA,8,NA,2,NA,NA,NA,2,NA,1,NA,NA,NA,NA,1,NA,4,NA,NA,NA,NA,4,NA,1.4142135623731,NA,NA,NA,1.4142135623731,NA,120,NA,NA,NA,NA,120,NA,122,NA,NA,NA,NA,122,NA,721,NA,NA,NA,NA,721,NA,722,NA,NA,NA,NA,722,NA,601,NA,NA,NA,NA,601,NA,605,NA,NA,NA,NA,605,NA,8,NA,NA,NA,NA,8,NA,2,NA,NA,NA,2,NA,4,NA,NA,NA,NA,4,NA,1,NA,NA,NA,NA,1,NA,1.4142135623731,NA,NA,NA,1.4142135623731,NA,16,NA,NA,NA,NA,16,NA,4,NA,NA,NA,4,NA,8,NA,NA,NA,NA,8,NA,2,NA,NA,NA,NA,2,NA,2.82842712474619,NA,NA,NA,2.82842712474619,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",8,3,5,6,8,14,6,26,5,8,10,21,43,13,3.25,1.66666666666667,1.6,2.625,3.07142857142857,2.16666666666667,1,1,1,1,1,1,1,6,3,3,3,8,12,6,1.75254916376933,1.15470053837925,0.894427190999916,2.38671920665766,3.04995045897434,2.04124145231932,660,670,700,730,700,660,672,666,673,703,733,703,672,673,721,684,757,963,963,721,752,722,685,758,966,966,722,758,660,670,700,730,750,660,752,666,673,703,733,758,672,758,25,10,70,18,88,45,78,3.125,3.33333333333333,14,11,3.21428571428571,13,5,6,36,6,36,8,36,1,2,5,1,2,1,3,1.5526475085203,2.3094010767585,12.7867118525444,11.3010745380378,1.96815303612965,12.0995867698033,50,25,260,36,296,103,268,6.25,8.33333333333333,52,37,7.35714285714286,44.6666666666667,10,12,120,12,120,19,120,2,6,5,1,6,2,3,3.10529501704059,3.21455025366432,48.5540935452409,42.1527833346405,4.39592718595017,47.0984783901419,1.66666666666667,1.03279555898864,3,1.78885438199983,6,3.63318042491699 +"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",9,3,5,6,8,15,6,28,5,8,10,21,45,13,3.11111111111111,1.66666666666667,1.6,2.625,3,2.16666666666667,1,1,1,1,1,1,1,6,3,3,3,8,12,6,1.69148192751537,1.15470053837925,0.894427190999916,2.38671920665766,2.95199690282455,2.04124145231932,660,670,700,730,700,660,672,666,673,703,733,703,672,673,721,684,757,963,963,721,752,722,685,758,966,966,722,758,660,670,700,730,750,660,752,666,673,703,733,758,672,758,27,10,70,18,88,47,78,3,3.33333333333333,14,11,3.13333333333333,13,5,6,36,6,36,8,36,1,2,5,1,2,1,3,1.5,2.3094010767585,12.7867118525444,11.3010745380378,1.92230020944651,12.0995867698033,54,25,260,36,296,107,268,6,8.33333333333333,52,37,7.13333333333333,44.6666666666667,10,12,120,12,120,19,120,2,6,5,1,6,2,3,3,3.21455025366432,48.5540935452409,42.1527833346405,4.32379903501979,47.0984783901419,1.66666666666667,1.03279555898864,3,1.78885438199983,6,3.63318042491699 diff --git a/tests/data/processed/features/stz_periodic/ios/fitbit_calories_intraday.csv b/tests/data/processed/features/stz_periodic/ios/fitbit_calories_intraday.csv new file mode 100644 index 00000000..957d73ce --- /dev/null +++ b/tests/data/processed/features/stz_periodic/ios/fitbit_calories_intraday.csv @@ -0,0 +1 @@ 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diff --git a/tests/scripts/run_tests.py b/tests/scripts/run_tests.py index bc549c3f..c6fe5443 100644 --- a/tests/scripts/run_tests.py +++ b/tests/scripts/run_tests.py @@ -57,7 +57,7 @@ class RapidsTests(unittest.TestCase): print("Comparing {} and {}".format(act_result, exp_result)) df_exp = df_exp.reindex(sorted(df_exp.columns), axis=1) df_act = df_act.reindex(sorted(df_act.columns), axis=1) - pd.testing.assert_frame_equal(df_exp, df_act, obj=df_exp) + pd.testing.assert_frame_equal(df_exp, df_act, obj="df_exp") class TestStzFrequency(RapidsTests): @@ -132,6 +132,7 @@ def run_some_tests(test_type): big_suite = unittest.TestSuite(suite) runner = unittest.TextTestRunner() results = runner.run(big_suite) + sys.exit(not results.wasSuccessful()) if __name__ == '__main__': diff --git a/tests/scripts/run_tests.sh b/tests/scripts/run_tests.sh index 5ccefdbb..9916c4b1 100755 --- a/tests/scripts/run_tests.sh +++ b/tests/scripts/run_tests.sh @@ -26,10 +26,10 @@ run_pipeline() { echo $TYPE echo "Deleting old outputs" - snakemake --configfile=$(echo $CONFIG_FILE) --delete-all-output -j1 + snakemake --configfile=$(echo $CONFIG_FILE) --delete-all-output -j1 || exit echo "Running RAPIDS" - snakemake --configfile=$(echo $CONFIG_FILE) -R pull_phone_data -j1 + snakemake --configfile=$(echo $CONFIG_FILE) -R pull_phone_data -j2 || exit } display_usage() { @@ -97,6 +97,6 @@ else fi if { [ "$ACTION" == 'test' ] || [ "$ACTION" == 'both' ]; } then - python tests/scripts/run_tests.py $(echo $TYPE) + python tests/scripts/run_tests.py $(echo $TYPE) || exit fi fi diff --git a/tests/settings/mtz_event_config.yaml b/tests/settings/mtz_event_config.yaml index 5f69ef87..d3eaef03 100644 --- a/tests/settings/mtz_event_config.yaml +++ b/tests/settings/mtz_event_config.yaml @@ -37,8 +37,8 @@ TIMEZONE: IF_MISSING_TZCODE: STOP DEFAULT_TZCODE: America/New_York FITBIT: - ALLOW_MULTIPLE_TZ_PER_DEVICE: False - INFER_FROM_SMARTPHONE_TZ: False + ALLOW_MULTIPLE_TZ_PER_DEVICE: True + INFER_FROM_SMARTPHONE_TZ: True ######################################################################################################################## # PHONE # @@ -140,7 +140,7 @@ PHONE_BATTERY: EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode. PROVIDERS: RAPIDS: - COMPUTE: True + COMPUTE: False FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] SRC_SCRIPT: src/features/phone_battery/rapids/main.py @@ -339,6 +339,18 @@ FITBIT_DATA_STREAMS: SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp. # Sensors ------ +FITBIT_CALORIES_INTRADAY: + CONTAINER: fitbit_calories_intraday_raw.csv + PROVIDERS: + RAPIDS: + COMPUTE: True + EPISODE_TYPE: [sedentary, lightlyactive, fairlyactive, veryactive, mvpa, lowmet, highmet] + EPISODE_TIME_THRESHOLD: 5 # minutes + EPISODE_MET_THRESHOLD: 3 + EPISODE_MVPA_CATEGORIES: [fairlyactive, veryactive] + EPISODE_REFERENCE_TIME: MIDNIGHT # MIDNIGHT or START_OF_THE_SEGMENT + FEATURES: [count, sumduration, avgduration, minduration, maxduration, stdduration, starttimefirst, endtimefirst, starttimelast, endtimelast, starttimelongest, endtimelongest, summet, avgmet, maxmet, minmet, stdmet, sumcalories, avgcalories, maxcalories, mincalories, stdcalories] + SRC_SCRIPT: src/features/fitbit_calories_intraday/rapids/main.R # See https://www.rapids.science/latest/features/fitbit-data-yield/ FITBIT_DATA_YIELD: diff --git a/tests/settings/mtz_frequency_config.yaml b/tests/settings/mtz_frequency_config.yaml index e30db7fe..357d27d7 100644 --- a/tests/settings/mtz_frequency_config.yaml +++ b/tests/settings/mtz_frequency_config.yaml @@ -37,8 +37,8 @@ TIMEZONE: IF_MISSING_TZCODE: STOP DEFAULT_TZCODE: America/New_York FITBIT: - ALLOW_MULTIPLE_TZ_PER_DEVICE: False - INFER_FROM_SMARTPHONE_TZ: False + ALLOW_MULTIPLE_TZ_PER_DEVICE: True + INFER_FROM_SMARTPHONE_TZ: True ######################################################################################################################## # PHONE # @@ -140,7 +140,7 @@ PHONE_BATTERY: EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode. PROVIDERS: RAPIDS: - COMPUTE: TRUE + COMPUTE: False FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] SRC_SCRIPT: src/features/phone_battery/rapids/main.py @@ -340,6 +340,19 @@ FITBIT_DATA_STREAMS: # Sensors ------ +FITBIT_CALORIES_INTRADAY: + CONTAINER: fitbit_calories_intraday_raw.csv + PROVIDERS: + RAPIDS: + COMPUTE: True + EPISODE_TYPE: [sedentary, lightlyactive, fairlyactive, veryactive, mvpa, lowmet, highmet] + EPISODE_TIME_THRESHOLD: 5 # minutes + EPISODE_MET_THRESHOLD: 3 + EPISODE_MVPA_CATEGORIES: [fairlyactive, veryactive] + EPISODE_REFERENCE_TIME: MIDNIGHT # MIDNIGHT or START_OF_THE_SEGMENT + FEATURES: [count, sumduration, avgduration, minduration, maxduration, stdduration, starttimefirst, endtimefirst, starttimelast, endtimelast, starttimelongest, endtimelongest, summet, avgmet, maxmet, minmet, stdmet, sumcalories, avgcalories, maxcalories, mincalories, stdcalories] + SRC_SCRIPT: src/features/fitbit_calories_intraday/rapids/main.R + # See https://www.rapids.science/latest/features/fitbit-data-yield/ FITBIT_DATA_YIELD: SENSOR: FITBIT_HEARTRATE_INTRADAY diff --git a/tests/settings/mtz_periodic_config.yaml b/tests/settings/mtz_periodic_config.yaml index 13a8462e..01bbf0ef 100644 --- a/tests/settings/mtz_periodic_config.yaml +++ b/tests/settings/mtz_periodic_config.yaml @@ -37,8 +37,8 @@ TIMEZONE: IF_MISSING_TZCODE: STOP DEFAULT_TZCODE: America/New_York FITBIT: - ALLOW_MULTIPLE_TZ_PER_DEVICE: False - INFER_FROM_SMARTPHONE_TZ: False + ALLOW_MULTIPLE_TZ_PER_DEVICE: True + INFER_FROM_SMARTPHONE_TZ: True ######################################################################################################################## # PHONE # @@ -140,7 +140,7 @@ PHONE_BATTERY: EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode. PROVIDERS: RAPIDS: - COMPUTE: True + COMPUTE: False FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] SRC_SCRIPT: src/features/phone_battery/rapids/main.py @@ -339,6 +339,18 @@ FITBIT_DATA_STREAMS: SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp. # Sensors ------ +FITBIT_CALORIES_INTRADAY: + CONTAINER: fitbit_calories_intraday_raw.csv + PROVIDERS: + RAPIDS: + COMPUTE: True + EPISODE_TYPE: [sedentary, lightlyactive, fairlyactive, veryactive, mvpa, lowmet, highmet] + EPISODE_TIME_THRESHOLD: 5 # minutes + EPISODE_MET_THRESHOLD: 3 + EPISODE_MVPA_CATEGORIES: [fairlyactive, veryactive] + EPISODE_REFERENCE_TIME: MIDNIGHT # MIDNIGHT or START_OF_THE_SEGMENT + FEATURES: [count, sumduration, avgduration, minduration, maxduration, stdduration, starttimefirst, endtimefirst, starttimelast, endtimelast, starttimelongest, endtimelongest, summet, avgmet, maxmet, minmet, stdmet, sumcalories, avgcalories, maxcalories, mincalories, stdcalories] + SRC_SCRIPT: src/features/fitbit_calories_intraday/rapids/main.R # See https://www.rapids.science/latest/features/fitbit-data-yield/ FITBIT_DATA_YIELD: diff --git a/tests/settings/stz_event_config.yaml b/tests/settings/stz_event_config.yaml index 9d2a003c..bf62e7fa 100644 --- a/tests/settings/stz_event_config.yaml +++ b/tests/settings/stz_event_config.yaml @@ -140,7 +140,7 @@ PHONE_BATTERY: EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode. PROVIDERS: RAPIDS: - COMPUTE: True + COMPUTE: False FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] SRC_SCRIPT: src/features/phone_battery/rapids/main.py @@ -339,6 +339,18 @@ FITBIT_DATA_STREAMS: SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp. # Sensors ------ +FITBIT_CALORIES_INTRADAY: + CONTAINER: fitbit_calories_intraday_raw.csv + PROVIDERS: + RAPIDS: + COMPUTE: True + EPISODE_TYPE: [sedentary, lightlyactive, fairlyactive, veryactive, mvpa, lowmet, highmet] + EPISODE_TIME_THRESHOLD: 5 # minutes + EPISODE_MET_THRESHOLD: 3 + EPISODE_MVPA_CATEGORIES: [fairlyactive, veryactive] + EPISODE_REFERENCE_TIME: MIDNIGHT # MIDNIGHT or START_OF_THE_SEGMENT + FEATURES: [count, sumduration, avgduration, minduration, maxduration, stdduration, starttimefirst, endtimefirst, starttimelast, endtimelast, starttimelongest, endtimelongest, summet, avgmet, maxmet, minmet, stdmet, sumcalories, avgcalories, maxcalories, mincalories, stdcalories] + SRC_SCRIPT: src/features/fitbit_calories_intraday/rapids/main.R # See https://www.rapids.science/latest/features/fitbit-data-yield/ FITBIT_DATA_YIELD: diff --git a/tests/settings/stz_frequency_config.yaml b/tests/settings/stz_frequency_config.yaml index 47051ead..8b67c992 100644 --- a/tests/settings/stz_frequency_config.yaml +++ b/tests/settings/stz_frequency_config.yaml @@ -140,7 +140,7 @@ PHONE_BATTERY: EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode. PROVIDERS: RAPIDS: - COMPUTE: TRUE + COMPUTE: False FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] SRC_SCRIPT: src/features/phone_battery/rapids/main.py @@ -340,6 +340,19 @@ FITBIT_DATA_STREAMS: # Sensors ------ +FITBIT_CALORIES_INTRADAY: + CONTAINER: fitbit_calories_intraday_raw.csv + PROVIDERS: + RAPIDS: + COMPUTE: True + EPISODE_TYPE: [sedentary, lightlyactive, fairlyactive, veryactive, mvpa, lowmet, highmet] + EPISODE_TIME_THRESHOLD: 5 # minutes + EPISODE_MET_THRESHOLD: 3 + EPISODE_MVPA_CATEGORIES: [fairlyactive, veryactive] + EPISODE_REFERENCE_TIME: MIDNIGHT # MIDNIGHT or START_OF_THE_SEGMENT + FEATURES: [count, sumduration, avgduration, minduration, maxduration, stdduration, starttimefirst, endtimefirst, starttimelast, endtimelast, starttimelongest, endtimelongest, summet, avgmet, maxmet, minmet, stdmet, sumcalories, avgcalories, maxcalories, mincalories, stdcalories] + SRC_SCRIPT: src/features/fitbit_calories_intraday/rapids/main.R + # See https://www.rapids.science/latest/features/fitbit-data-yield/ FITBIT_DATA_YIELD: SENSOR: FITBIT_HEARTRATE_INTRADAY diff --git a/tests/settings/stz_periodic_config.yaml b/tests/settings/stz_periodic_config.yaml index 2ec9f640..d14fef51 100644 --- a/tests/settings/stz_periodic_config.yaml +++ b/tests/settings/stz_periodic_config.yaml @@ -140,7 +140,7 @@ PHONE_BATTERY: EPISODE_THRESHOLD_BETWEEN_ROWS: 30 # minutes. Max time difference for two consecutive rows to be considered within the same battery episode. PROVIDERS: RAPIDS: - COMPUTE: True + COMPUTE: False FEATURES: ["countdischarge", "sumdurationdischarge", "countcharge", "sumdurationcharge", "avgconsumptionrate", "maxconsumptionrate"] SRC_SCRIPT: src/features/phone_battery/rapids/main.py @@ -339,6 +339,18 @@ FITBIT_DATA_STREAMS: SLEEP_SUMMARY_EPISODE_DAY_ANCHOR: end # summary sleep episodes are considered as events based on either the start timestamp or end timestamp. # Sensors ------ +FITBIT_CALORIES_INTRADAY: + CONTAINER: fitbit_calories_intraday_raw.csv + PROVIDERS: + RAPIDS: + COMPUTE: True + EPISODE_TYPE: [sedentary, lightlyactive, fairlyactive, veryactive, mvpa, lowmet, highmet] + EPISODE_TIME_THRESHOLD: 5 # minutes + EPISODE_MET_THRESHOLD: 3 + EPISODE_MVPA_CATEGORIES: [fairlyactive, veryactive] + EPISODE_REFERENCE_TIME: MIDNIGHT # MIDNIGHT or START_OF_THE_SEGMENT + FEATURES: [count, sumduration, avgduration, minduration, maxduration, stdduration, starttimefirst, endtimefirst, starttimelast, endtimelast, starttimelongest, endtimelongest, summet, avgmet, maxmet, minmet, stdmet, sumcalories, avgcalories, maxcalories, mincalories, stdcalories] + SRC_SCRIPT: src/features/fitbit_calories_intraday/rapids/main.R # See https://www.rapids.science/latest/features/fitbit-data-yield/ FITBIT_DATA_YIELD: