Tested fitbit heartrate summary feature

docs/developers/test-cases.md

@@ -26,7 +26,7 @@ The following is a list of the sensors that testing is currently available.
 | Phone WiFi Visible            | RAPIDS   | Y        | Y         | Y     |
 | Fitbit Calories Intraday      | RAPIDS   | Y        | Y         | Y     |
 | Fitbit Data Yield             | RAPIDS   | N        | N         | N     |
-| Fitbit Heart Rate Summary     | RAPIDS   | N        | N         | N     |
+| Fitbit Heart Rate Summary     | RAPIDS   | Y        | Y         | Y     |
 | Fitbit Heart Rate Intraday    | RAPIDS   | N        | N         | N     |
 | Fitbit Sleep Summary          | RAPIDS   | N        | N         | N     |
 | Fitbit Sleep Intraday         | RAPIDS   | Y        | Y         | Y     |
@@ -432,3 +432,24 @@ Checklist
 |weekend|OK|OK|fitbit|
 |beforeMarchEvent|OK|OK|fitbit|
 |beforeNovemberEvent|OK|OK|fitbit|
+
+
+## Fitbit Heartrate Summary
+
+Description
+
+- The 4-day raw heartrate summary data is contained in `fitbit_heartrate_summary_raw.csv`.
+- As heartrate summary is periodic, it only generates results in periodic feature, there will be no result in frequency and event. 
+
+
+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|

docs/snippets/parsedfitbit_format.md

@@ -43,9 +43,9 @@ All columns are mandatory; however, all except `device_id` and `local_date_time`
 
             |device_id                              |local_date_time   |heartrate_daily_restinghr |heartrate_daily_caloriesoutofrange  |heartrate_daily_caloriesfatburn  |heartrate_daily_caloriescardio  |heartrate_daily_caloriespeak   |
             |-------------------------------------- |----------------- |------- |-------------- |------------- |------------ |-------|
-            |a748ee1a-1d0b-4ae9-9074-279a2b6ba524   |2020-10-07        |72      |1200.6102      |760.3020      |15.2048      |0      |
+            |a748ee1a-1d0b-4ae9-9074-279a2b6ba524   |2020-10-07 00:00:00  |72      |1200.6102      |760.3020      |15.2048      |0      |
-            |a748ee1a-1d0b-4ae9-9074-279a2b6ba524   |2020-10-08        |70      |1100.1120      |660.0012      |23.7088      |0      |
+            |a748ee1a-1d0b-4ae9-9074-279a2b6ba524   |2020-10-08 00:00:00  |70      |1100.1120      |660.0012      |23.7088      |0      |
-            |a748ee1a-1d0b-4ae9-9074-279a2b6ba524   |2020-10-09        |69      |750.3615       |734.1516      |131.8579     |0      |
+            |a748ee1a-1d0b-4ae9-9074-279a2b6ba524   |2020-10-09 00:00:00  |69      |750.3615       |734.1516      |131.8579     |0      |
 
 ??? info "FITBIT_HEARTRATE_INTRADAY"
 

tests/data/external/aware_csv/fitbit_heartrate_summary_raw.csv

@@ -0,0 +1,9 @@
+timestamp,device_id,heartrate_daily_restinghr,heartrate_daily_caloriesoutofrange,heartrate_daily_caloriesfatburn,heartrate_daily_caloriescardio,heartrate_daily_caloriespeak,local_date_time
+0,fitbit,67,1565.56716,1079.04426,48.93094,41.351659999999995,2020-03-06 00:00:00
+0,fitbit,70,1818.2996,385.4376,0.0,0.0,2020-03-07 00:00:00
+0,fitbit,69,1819.8039999999999,817.78704,8.20784,19.71048,2020-03-08 00:00:00
+0,fitbit,71,1482.87035,528.51045,13.9746000170708,1.1641190000000001,2020-03-09 00:00:00
+0,fitbit,67,1565.56716,1079.04426,48.93094,41.351659999999995,2020-10-30 00:00:00
+0,fitbit,70,1818.2996,385.4376,0.0,0.0,2020-10-31 00:00:00
+0,fitbit,69,1819.8039999999999,817.78704,8.20784,19.71048,2020-11-01 00:00:00
+0,fitbit,71,1482.87035,528.51045,13.9746000170708,1.1641190000000001,2020-11-02 00:00:00

tests/data/manual/aware_csv/fitbit_heartrate_summary_raw.csv

@@ -0,0 +1,5 @@
+test_time,device_id,heartrate_daily_restinghr,heartrate_daily_caloriesoutofrange,heartrate_daily_caloriesfatburn,heartrate_daily_caloriescardio,heartrate_daily_caloriespeak
+Fri 00:00:00,fitbit,67,1565.56716,1079.04426,48.93094,41.35166
+Sat 00:00:00,fitbit,70,1818.2996,385.4376,0.0,0.0
+Sun 00:00:00,fitbit,69,1819.804,817.78704,8.20784,19.71048
+Mon 00:00:00,fitbit,71,1482.87035,528.51045,13.97460001707080,1.164119

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1,21 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_avgcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_avgrestinghr"
+"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",48.93094,0,41.35166,41.35166,48.93094,1079.04426,1565.56716,0,1079.04426,1565.56716,1079.04426,0,0,NA,1079.04426,NA,1565.56716,NA,1565.56716,67,67,41.35166,41.35166,0,NA,1079.04426,48.93094,41.35166,67,1565.56716,48.93094,NA,48.93094,67,0,0,67
+"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",0,0,0,0,0,385.4376,1818.2996,NA,385.4376,1818.2996,385.4376,0,0,NA,385.4376,NA,1818.2996,NA,1818.2996,70,70,0,0,0,NA,385.4376,0,0,70,1818.2996,0,NA,0,70,NA,0,70
+"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",8.20784,0,19.71048,19.71048,8.20784,817.78704,1819.804,0,817.78704,1819.804,817.78704,0,0,NA,817.78704,NA,1819.804,NA,1819.804,69,69,19.71048,19.71048,0,NA,817.78704,8.20784,19.71048,69,1819.804,8.20784,NA,8.20784,69,0,0,69
+"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",13.9746000170708,0,1.164119,1.164119,13.9746000170708,528.51045,1482.87035,0,528.51045,1482.87035,528.51045,0,0,NA,528.51045,NA,1482.87035,NA,1482.87035,71,71,1.164119,1.164119,0,NA,528.51045,13.9746000170708,1.164119,71,1482.87035,13.9746000170708,NA,13.9746000170708,71,0,0,71
+"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",48.93094,0,41.35166,41.35166,48.93094,1079.04426,1565.56716,0,1079.04426,1565.56716,1079.04426,0,0,NA,1079.04426,NA,1565.56716,NA,1565.56716,67,67,41.35166,41.35166,0,NA,1079.04426,48.93094,41.35166,67,1565.56716,48.93094,NA,48.93094,67,0,0,67
+"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",0,0,0,0,0,385.4376,1818.2996,NA,385.4376,1818.2996,385.4376,0,0,NA,385.4376,NA,1818.2996,NA,1818.2996,70,70,0,0,0,NA,385.4376,0,0,70,1818.2996,0,NA,0,70,NA,0,70
+"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",8.20784,0,19.71048,19.71048,8.20784,817.78704,1819.804,0,817.78704,1819.804,817.78704,0,0,NA,817.78704,NA,1819.804,NA,1819.804,69,69,19.71048,19.71048,0,NA,817.78704,8.20784,19.71048,69,1819.804,8.20784,NA,8.20784,69,0,0,69
+"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",13.9746000170708,0,1.164119,1.164119,13.9746000170708,528.51045,1482.87035,0,528.51045,1482.87035,528.51045,0,0,NA,528.51045,NA,1482.87035,NA,1482.87035,71,71,1.164119,1.164119,0,NA,528.51045,13.9746000170708,1.164119,71,1482.87035,13.9746000170708,NA,13.9746000170708,71,0,0,71
+"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",48.93094,1.09844693937278,20.3540466666667,41.35166,19.04626,760.7563,1819.804,0.628957435172643,2282.2689,5203.67076,385.4376,0,3,350.302624423226,817.78704,146.351358188037,1565.56716,26.2042502925232,1818.2996,70,67,61.06214,19.71048,1.0961978122394,1.52752523165195,1079.04426,57.13878,0,69,1734.55692,8.20784,20.6833406327347,0,67,0.411529810765943,1.02228903833407,68.6666666666667
+"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",13.9746000170708,1.09854425914319,6.95819966666667,19.71048,7.39414667235693,577.24503,1819.804,0.215158506718536,1731.73509,5120.97395,385.4376,0,2,220.256223596317,528.51045,194.095908198862,1482.87035,7.02274405292311,1818.2996,71,69,20.874599,1.164119,1.09419830699423,1,817.78704,22.1824400170708,0,70,1706.99131666667,8.20784,11.0591267076782,0,69,0.658963770377136,1.05092968598782,70
+"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",13.9746000170708,0.693045136272559,10.4372995,19.71048,11.0912200085354,673.148745,1819.804,0.215158506718536,1346.29749,3302.67435,528.51045,0,2,204.549438427521,673.148745,238.248068724935,1482.87035,4.07771511354621,1651.337175,71,69,20.874599,10.4372995,0.687934236012266,1.4142135623731,817.78704,22.1824400170708,1.164119,70,1651.337175,11.0912200085354,13.1142576294337,8.20784,69,0.658963770377136,0.669882007105733,70
+"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",13.9746000170708,0,1.164119,1.164119,13.9746000170708,528.51045,1482.87035,0,528.51045,1482.87035,528.51045,0,0,NA,528.51045,NA,1482.87035,NA,1482.87035,71,71,1.164119,1.164119,0,NA,528.51045,13.9746000170708,1.164119,71,1482.87035,13.9746000170708,NA,13.9746000170708,71,0,0,71
+"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",48.93094,0,41.35166,41.35166,48.93094,1079.04426,1565.56716,0,1079.04426,1565.56716,1079.04426,0,0,NA,1079.04426,NA,1565.56716,NA,1565.56716,67,67,41.35166,41.35166,0,NA,1079.04426,48.93094,41.35166,67,1565.56716,48.93094,NA,48.93094,67,0,0,67
+"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",48.93094,0.692907404348929,20.67583,41.35166,24.46547,732.24093,1818.2996,0,1464.48186,3383.86676,385.4376,0,3,490.453972762152,732.24093,178.708822149822,1565.56716,34.5993994838321,1691.93338,70,67,41.35166,20.67583,0.690355472783579,2.12132034355964,1079.04426,48.93094,0,68.5,1691.93338,24.46547,29.2400391993205,0,67,0,0.576367616612746,68.5
+"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",48.93094,1.09844693937278,20.3540466666667,41.35166,19.04626,760.7563,1819.804,0.628957435172643,2282.2689,5203.67076,385.4376,0,3,350.302624423226,817.78704,146.351358188037,1565.56716,26.2042502925232,1818.2996,70,67,61.06214,19.71048,1.0961978122394,1.52752523165195,1079.04426,57.13878,0,69,1734.55692,8.20784,20.6833406327347,0,67,0.411529810765943,1.02228903833407,68.6666666666667
+"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",13.9746000170708,1.09854425914319,6.95819966666667,19.71048,7.39414667235693,577.24503,1819.804,0.215158506718536,1731.73509,5120.97395,385.4376,0,2,220.256223596317,528.51045,194.095908198862,1482.87035,7.02274405292311,1818.2996,71,69,20.874599,1.164119,1.09419830699423,1,817.78704,22.1824400170708,0,70,1706.99131666667,8.20784,11.0591267076782,0,69,0.658963770377136,1.05092968598782,70
+"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",13.9746000170708,0.693045136272559,10.4372995,19.71048,11.0912200085354,673.148745,1819.804,0.215158506718536,1346.29749,3302.67435,528.51045,0,2,204.549438427521,673.148745,238.248068724935,1482.87035,4.07771511354621,1651.337175,71,69,20.874599,10.4372995,0.687934236012266,1.4142135623731,817.78704,22.1824400170708,1.164119,70,1651.337175,11.0912200085354,13.1142576294337,8.20784,69,0.658963770377136,0.669882007105733,70
+"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",13.9746000170708,0,1.164119,1.164119,13.9746000170708,528.51045,1482.87035,0,528.51045,1482.87035,528.51045,0,0,NA,528.51045,NA,1482.87035,NA,1482.87035,71,71,1.164119,1.164119,0,NA,528.51045,13.9746000170708,1.164119,71,1482.87035,13.9746000170708,NA,13.9746000170708,71,0,0,71
+"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",48.93094,1.09844693937278,20.3540466666667,41.35166,19.04626,760.7563,1819.804,0.628957435172643,2282.2689,5203.67076,385.4376,0,3,350.302624423226,817.78704,146.351358188037,1565.56716,26.2042502925232,1818.2996,70,67,61.06214,19.71048,1.0961978122394,1.52752523165195,1079.04426,57.13878,0,69,1734.55692,8.20784,20.6833406327347,0,67,0.411529810765943,1.02228903833407,68.6666666666667
+"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",48.93094,1.09844693937278,20.3540466666667,41.35166,19.04626,760.7563,1819.804,0.628957435172643,2282.2689,5203.67076,385.4376,0,3,350.302624423226,817.78704,146.351358188037,1565.56716,26.2042502925232,1818.2996,70,67,61.06214,19.71048,1.0961978122394,1.52752523165195,1079.04426,57.13878,0,69,1734.55692,8.20784,20.6833406327347,0,67,0.411529810765943,1.02228903833407,68.6666666666667

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

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

@@ -0,0 +1,21 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_avgcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_avgrestinghr"
+"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",48.93094,0,41.35166,41.35166,48.93094,1079.04426,1565.56716,0,1079.04426,1565.56716,1079.04426,0,0,NA,1079.04426,NA,1565.56716,NA,1565.56716,67,67,41.35166,41.35166,0,NA,1079.04426,48.93094,41.35166,67,1565.56716,48.93094,NA,48.93094,67,0,0,67
+"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",0,0,0,0,0,385.4376,1818.2996,NA,385.4376,1818.2996,385.4376,0,0,NA,385.4376,NA,1818.2996,NA,1818.2996,70,70,0,0,0,NA,385.4376,0,0,70,1818.2996,0,NA,0,70,NA,0,70
+"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",8.20784,0,19.71048,19.71048,8.20784,817.78704,1819.804,0,817.78704,1819.804,817.78704,0,0,NA,817.78704,NA,1819.804,NA,1819.804,69,69,19.71048,19.71048,0,NA,817.78704,8.20784,19.71048,69,1819.804,8.20784,NA,8.20784,69,0,0,69
+"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",13.9746000170708,0,1.164119,1.164119,13.9746000170708,528.51045,1482.87035,0,528.51045,1482.87035,528.51045,0,0,NA,528.51045,NA,1482.87035,NA,1482.87035,71,71,1.164119,1.164119,0,NA,528.51045,13.9746000170708,1.164119,71,1482.87035,13.9746000170708,NA,13.9746000170708,71,0,0,71
+"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",48.93094,0,41.35166,41.35166,48.93094,1079.04426,1565.56716,0,1079.04426,1565.56716,1079.04426,0,0,NA,1079.04426,NA,1565.56716,NA,1565.56716,67,67,41.35166,41.35166,0,NA,1079.04426,48.93094,41.35166,67,1565.56716,48.93094,NA,48.93094,67,0,0,67
+"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",0,0,0,0,0,385.4376,1818.2996,NA,385.4376,1818.2996,385.4376,0,0,NA,385.4376,NA,1818.2996,NA,1818.2996,70,70,0,0,0,NA,385.4376,0,0,70,1818.2996,0,NA,0,70,NA,0,70
+"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",8.20784,0,19.71048,19.71048,8.20784,817.78704,1819.804,0,817.78704,1819.804,817.78704,0,0,NA,817.78704,NA,1819.804,NA,1819.804,69,69,19.71048,19.71048,0,NA,817.78704,8.20784,19.71048,69,1819.804,8.20784,NA,8.20784,69,0,0,69
+"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",13.9746000170708,0,1.164119,1.164119,13.9746000170708,528.51045,1482.87035,0,528.51045,1482.87035,528.51045,0,0,NA,528.51045,NA,1482.87035,NA,1482.87035,71,71,1.164119,1.164119,0,NA,528.51045,13.9746000170708,1.164119,71,1482.87035,13.9746000170708,NA,13.9746000170708,71,0,0,71
+"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",48.93094,1.09844693937278,20.3540466666667,41.35166,19.04626,760.7563,1819.804,0.628957435172643,2282.2689,5203.67076,385.4376,0,3,350.302624423226,817.78704,146.351358188037,1565.56716,26.2042502925232,1818.2996,70,67,61.06214,19.71048,1.0961978122394,1.52752523165195,1079.04426,57.13878,0,69,1734.55692,8.20784,20.6833406327347,0,67,0.411529810765943,1.02228903833407,68.6666666666667
+"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",13.9746000170708,1.09854425914319,6.95819966666667,19.71048,7.39414667235693,577.24503,1819.804,0.215158506718536,1731.73509,5120.97395,385.4376,0,2,220.256223596317,528.51045,194.095908198862,1482.87035,7.02274405292311,1818.2996,71,69,20.874599,1.164119,1.09419830699423,1,817.78704,22.1824400170708,0,70,1706.99131666667,8.20784,11.0591267076782,0,69,0.658963770377136,1.05092968598782,70
+"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",13.9746000170708,0.693045136272559,10.4372995,19.71048,11.0912200085354,673.148745,1819.804,0.215158506718536,1346.29749,3302.67435,528.51045,0,2,204.549438427521,673.148745,238.248068724935,1482.87035,4.07771511354621,1651.337175,71,69,20.874599,10.4372995,0.687934236012266,1.4142135623731,817.78704,22.1824400170708,1.164119,70,1651.337175,11.0912200085354,13.1142576294337,8.20784,69,0.658963770377136,0.669882007105733,70
+"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",13.9746000170708,0,1.164119,1.164119,13.9746000170708,528.51045,1482.87035,0,528.51045,1482.87035,528.51045,0,0,NA,528.51045,NA,1482.87035,NA,1482.87035,71,71,1.164119,1.164119,0,NA,528.51045,13.9746000170708,1.164119,71,1482.87035,13.9746000170708,NA,13.9746000170708,71,0,0,71
+"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",48.93094,0,41.35166,41.35166,48.93094,1079.04426,1565.56716,0,1079.04426,1565.56716,1079.04426,0,0,NA,1079.04426,NA,1565.56716,NA,1565.56716,67,67,41.35166,41.35166,0,NA,1079.04426,48.93094,41.35166,67,1565.56716,48.93094,NA,48.93094,67,0,0,67
+"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",48.93094,0.692907404348929,20.67583,41.35166,24.46547,732.24093,1818.2996,0,1464.48186,3383.86676,385.4376,0,3,490.453972762152,732.24093,178.708822149822,1565.56716,34.5993994838321,1691.93338,70,67,41.35166,20.67583,0.690355472783579,2.12132034355964,1079.04426,48.93094,0,68.5,1691.93338,24.46547,29.2400391993205,0,67,0,0.576367616612746,68.5
+"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",48.93094,1.09844693937278,20.3540466666667,41.35166,19.04626,760.7563,1819.804,0.628957435172643,2282.2689,5203.67076,385.4376,0,3,350.302624423226,817.78704,146.351358188037,1565.56716,26.2042502925232,1818.2996,70,67,61.06214,19.71048,1.0961978122394,1.52752523165195,1079.04426,57.13878,0,69,1734.55692,8.20784,20.6833406327347,0,67,0.411529810765943,1.02228903833407,68.6666666666667
+"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",13.9746000170708,1.09854425914319,6.95819966666667,19.71048,7.39414667235693,577.24503,1819.804,0.215158506718536,1731.73509,5120.97395,385.4376,0,2,220.256223596317,528.51045,194.095908198862,1482.87035,7.02274405292311,1818.2996,71,69,20.874599,1.164119,1.09419830699423,1,817.78704,22.1824400170708,0,70,1706.99131666667,8.20784,11.0591267076782,0,69,0.658963770377136,1.05092968598782,70
+"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",13.9746000170708,0.693045136272559,10.4372995,19.71048,11.0912200085354,673.148745,1819.804,0.215158506718536,1346.29749,3302.67435,528.51045,0,2,204.549438427521,673.148745,238.248068724935,1482.87035,4.07771511354621,1651.337175,71,69,20.874599,10.4372995,0.687934236012266,1.4142135623731,817.78704,22.1824400170708,1.164119,70,1651.337175,11.0912200085354,13.1142576294337,8.20784,69,0.658963770377136,0.669882007105733,70
+"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",13.9746000170708,0,1.164119,1.164119,13.9746000170708,528.51045,1482.87035,0,528.51045,1482.87035,528.51045,0,0,NA,528.51045,NA,1482.87035,NA,1482.87035,71,71,1.164119,1.164119,0,NA,528.51045,13.9746000170708,1.164119,71,1482.87035,13.9746000170708,NA,13.9746000170708,71,0,0,71
+"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",48.93094,1.09844693937278,20.3540466666667,41.35166,19.04626,760.7563,1819.804,0.628957435172643,2282.2689,5203.67076,385.4376,0,3,350.302624423226,817.78704,146.351358188037,1565.56716,26.2042502925232,1818.2996,70,67,61.06214,19.71048,1.0961978122394,1.52752523165195,1079.04426,57.13878,0,69,1734.55692,8.20784,20.6833406327347,0,67,0.411529810765943,1.02228903833407,68.6666666666667
+"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",48.93094,1.09844693937278,20.3540466666667,41.35166,19.04626,760.7563,1819.804,0.628957435172643,2282.2689,5203.67076,385.4376,0,3,350.302624423226,817.78704,146.351358188037,1565.56716,26.2042502925232,1818.2996,70,67,61.06214,19.71048,1.0961978122394,1.52752523165195,1079.04426,57.13878,0,69,1734.55692,8.20784,20.6833406327347,0,67,0.411529810765943,1.02228903833407,68.6666666666667

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

@@ -0,0 +1 @@
+"local_segment","local_segment_label","local_segment_start_datetime","local_segment_end_datetime","fitbit_heartrate_summary_rapids_entropycaloriesoutofrange","fitbit_heartrate_summary_rapids_mincaloriesfatburn","fitbit_heartrate_summary_rapids_stdcaloriescardio","fitbit_heartrate_summary_rapids_medianrestinghr","fitbit_heartrate_summary_rapids_stdcaloriespeak","fitbit_heartrate_summary_rapids_mediancaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriespeak","fitbit_heartrate_summary_rapids_maxcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriesoutofrange","fitbit_heartrate_summary_rapids_stdcaloriesfatburn","fitbit_heartrate_summary_rapids_mediancaloriespeak","fitbit_heartrate_summary_rapids_diffminmoderestinghr","fitbit_heartrate_summary_rapids_sumcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgrestinghr","fitbit_heartrate_summary_rapids_stdrestinghr","fitbit_heartrate_summary_rapids_mediancaloriesfatburn","fitbit_heartrate_summary_rapids_sumcaloriesfatburn","fitbit_heartrate_summary_rapids_entropycaloriescardio","fitbit_heartrate_summary_rapids_maxcaloriesfatburn","fitbit_heartrate_summary_rapids_entropyrestinghr","fitbit_heartrate_summary_rapids_sumcaloriespeak","fitbit_heartrate_summary_rapids_stdcaloriesoutofrange","fitbit_heartrate_summary_rapids_diffmaxmoderestinghr","fitbit_heartrate_summary_rapids_mincaloriescardio","fitbit_heartrate_summary_rapids_avgcaloriescardio","fitbit_heartrate_summary_rapids_mincaloriespeak","fitbit_heartrate_summary_rapids_minrestinghr","fitbit_heartrate_summary_rapids_maxrestinghr","fitbit_heartrate_summary_rapids_moderestinghr","fitbit_heartrate_summary_rapids_entropycaloriesfatburn","fitbit_heartrate_summary_rapids_maxcaloriesoutofrange","fitbit_heartrate_summary_rapids_entropycaloriespeak","fitbit_heartrate_summary_rapids_sumcaloriescardio","fitbit_heartrate_summary_rapids_mediancaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriesoutofrange","fitbit_heartrate_summary_rapids_avgcaloriespeak"

tests/settings/mtz_event_config.yaml

@@ -373,11 +373,11 @@ FITBIT_DATA_YIELD:
 
 # See https://www.rapids.science/latest/features/fitbit-heartrate-summary/
 FITBIT_HEARTRATE_SUMMARY:
-  CONTAINER: heartrate_summary
+  CONTAINER: fitbit_heartrate_summary_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
-      FEATURES: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr"] # calories features' accuracy depend on the accuracy of the participants fitbit profile (e.g. height, weight) use these with care: ["sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
+      FEATURES: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr",  "sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"] # calories features' accuracy depend on the accuracy of the participants fitbit profile (e.g. height, weight) use these with care: ["sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
       SRC_SCRIPT: src/features/fitbit_heartrate_summary/rapids/main.py
 
 # See https://www.rapids.science/latest/features/fitbit-heartrate-intraday/

tests/settings/mtz_frequency_config.yaml

@@ -374,11 +374,11 @@ FITBIT_DATA_YIELD:
 
 # See https://www.rapids.science/latest/features/fitbit-heartrate-summary/
 FITBIT_HEARTRATE_SUMMARY:
-  CONTAINER: heartrate_summary
+  CONTAINER: fitbit_heartrate_summary_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
-      FEATURES: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr"] # calories features' accuracy depend on the accuracy of the participants fitbit profile (e.g. height, weight) use these with care: ["sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
+      FEATURES: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr",  "sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"] # calories features' accuracy depend on the accuracy of the participants fitbit profile (e.g. height, weight) use these with care: ["sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
       SRC_SCRIPT: src/features/fitbit_heartrate_summary/rapids/main.py
 
 # See https://www.rapids.science/latest/features/fitbit-heartrate-intraday/

tests/settings/mtz_periodic_config.yaml

@@ -373,11 +373,11 @@ FITBIT_DATA_YIELD:
 
 # See https://www.rapids.science/latest/features/fitbit-heartrate-summary/
 FITBIT_HEARTRATE_SUMMARY:
-  CONTAINER: heartrate_summary
+  CONTAINER: fitbit_heartrate_summary_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
-      FEATURES: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr"] # calories features' accuracy depend on the accuracy of the participants fitbit profile (e.g. height, weight) use these with care: ["sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
+      FEATURES: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr",  "sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"] # calories features' accuracy depend on the accuracy of the participants fitbit profile (e.g. height, weight) use these with care: ["sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
       SRC_SCRIPT: src/features/fitbit_heartrate_summary/rapids/main.py
 
 # See https://www.rapids.science/latest/features/fitbit-heartrate-intraday/

tests/settings/stz_event_config.yaml

@@ -373,11 +373,11 @@ FITBIT_DATA_YIELD:
 
 # See https://www.rapids.science/latest/features/fitbit-heartrate-summary/
 FITBIT_HEARTRATE_SUMMARY:
-  CONTAINER: heartrate_summary
+  CONTAINER: fitbit_heartrate_summary_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
-      FEATURES: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr"] # calories features' accuracy depend on the accuracy of the participants fitbit profile (e.g. height, weight) use these with care: ["sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
+      FEATURES: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr",  "sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"] # calories features' accuracy depend on the accuracy of the participants fitbit profile (e.g. height, weight) use these with care: ["sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
       SRC_SCRIPT: src/features/fitbit_heartrate_summary/rapids/main.py
 
 # See https://www.rapids.science/latest/features/fitbit-heartrate-intraday/

tests/settings/stz_frequency_config.yaml

@@ -374,11 +374,11 @@ FITBIT_DATA_YIELD:
 
 # See https://www.rapids.science/latest/features/fitbit-heartrate-summary/
 FITBIT_HEARTRATE_SUMMARY:
-  CONTAINER: heartrate_summary
+  CONTAINER: fitbit_heartrate_summary_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
-      FEATURES: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr"] # calories features' accuracy depend on the accuracy of the participants fitbit profile (e.g. height, weight) use these with care: ["sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
+      FEATURES: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr",  "sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]  # calories features' accuracy depend on the accuracy of the participants fitbit profile (e.g. height, weight) use these with care: ["sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
       SRC_SCRIPT: src/features/fitbit_heartrate_summary/rapids/main.py
 
 # See https://www.rapids.science/latest/features/fitbit-heartrate-intraday/

tests/settings/stz_periodic_config.yaml

@@ -373,11 +373,11 @@ FITBIT_DATA_YIELD:
 
 # See https://www.rapids.science/latest/features/fitbit-heartrate-summary/
 FITBIT_HEARTRATE_SUMMARY:
-  CONTAINER: heartrate_summary
+  CONTAINER: fitbit_heartrate_summary_raw.csv
   PROVIDERS:
     RAPIDS:
-      COMPUTE: False
+      COMPUTE: True
-      FEATURES: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr"] # calories features' accuracy depend on the accuracy of the participants fitbit profile (e.g. height, weight) use these with care: ["sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
+      FEATURES: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr",  "sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"] # calories features' accuracy depend on the accuracy of the participants fitbit profile (e.g. height, weight) use these with care: ["sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
       SRC_SCRIPT: src/features/fitbit_heartrate_summary/rapids/main.py
 
 # See https://www.rapids.science/latest/features/fitbit-heartrate-intraday/

tools/config.schema.yaml

@@ -922,7 +922,7 @@ properties:
                       uniqueItems: True
                       items:
                         type: string
-                        enum: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr"]
+                        enum: ["maxrestinghr", "minrestinghr", "avgrestinghr", "medianrestinghr", "moderestinghr", "stdrestinghr", "diffmaxmoderestinghr", "diffminmoderestinghr", "entropyrestinghr", "sumcaloriesoutofrange", "maxcaloriesoutofrange", "mincaloriesoutofrange", "avgcaloriesoutofrange", "mediancaloriesoutofrange", "stdcaloriesoutofrange", "entropycaloriesoutofrange", "sumcaloriesfatburn", "maxcaloriesfatburn", "mincaloriesfatburn", "avgcaloriesfatburn", "mediancaloriesfatburn", "stdcaloriesfatburn", "entropycaloriesfatburn", "sumcaloriescardio", "maxcaloriescardio", "mincaloriescardio", "avgcaloriescardio", "mediancaloriescardio", "stdcaloriescardio", "entropycaloriescardio", "sumcaloriespeak", "maxcaloriespeak", "mincaloriespeak", "avgcaloriespeak", "mediancaloriespeak", "stdcaloriespeak", "entropycaloriespeak"]
 
   FITBIT_HEARTRATE_INTRADAY:
     type: object