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Finished phone applications foreground feature test

pull/149/head
Weiyu 2021-07-01 16:25:38 -04:00
parent 6fa1875bf3
commit 013425e36c
41 changed files with 589 additions and 24976 deletions
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38
docs/developers/test-cases.md
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@ -10,7 +10,7 @@ The following is a list of the sensors that testing is currently available.
| Phone Accelerometer | Panda | N | N | N | | Phone Accelerometer | Panda | N | N | N |
| Phone Accelerometer | RAPIDS | N | N | N | | Phone Accelerometer | RAPIDS | N | N | N |
| Phone Activity Recognition | RAPIDS | Y | Y | Y | | Phone Activity Recognition | RAPIDS | Y | Y | Y |
| Phone Applications Foreground | RAPIDS | N | N | N | | Phone Applications Foreground | RAPIDS | Y | Y | Y |
| Phone Battery | RAPIDS | Y | Y | N | | Phone Battery | RAPIDS | Y | Y | N |
| Phone Bluetooth | Doryab | Y | Y | Y | | Phone Bluetooth | Doryab | Y | Y | Y |
| Phone Bluetooth | RAPIDS | Y | Y | Y | | Phone Bluetooth | RAPIDS | Y | Y | Y |
@ -213,7 +213,7 @@ Checklist
Description Description
- The 4-day raw data is contained in `phone_light_raw.csv` - The 4-day raw light data is contained in `phone_light_raw.csv`
- One episode for each daily segment (`night`, `morning`, `afternoon` and `evening`) - One episode for each daily segment (`night`, `morning`, `afternoon` and `evening`)
- Two episodes locate in the same 30-min segment (`Fri 00:07:27.000` and `Fri 00:12:00.000`) - Two episodes locate in the same 30-min segment (`Fri 00:07:27.000` and `Fri 00:12:00.000`)
- Two episodes locate in the same daily segment (`Fri 01:00:01.000` and `Fri 03:59:59.654`) - Two episodes locate in the same daily segment (`Fri 01:00:01.000` and `Fri 03:59:59.654`)
@ -242,26 +242,30 @@ Description
## Application Foreground ## Application Foreground
- The raw application foreground data file contains data for 1 day. - The 4-day raw application data is contained in `phone_applications_foreground_raw.csv`
- The raw application foreground data contains 7 - 9 rows of data - One episode for each daily segment (night, morning, afternoon and evening)
for each `epoch`. The records for each `epoch` contains apps that - Two episodes locate in the same 30-min segment (`Fri 10:12:56.385` and `Fri 10:18:48.895`)
are randomly selected from a list of apps that are from the - Two episodes locate in the same daily segment (`Fri 11:57:56.385` and `Fri 12:02:56.385`)
`MULTIPLE_CATEGORIES` and `SINGLE_CATEGORIES` (See - One episode before the time switch (`Sun 00:07:48.001`) and one episode after the time switch (`Sun 05:10:30.001`)
[testing\_config.yaml]()). There are also records in each epoch - Two custom category (`Dating`) episode, one at `Fri 06:05:10.385`, another one at ` Fri 11:53:00.385`
that have apps randomly selected from a list of apps that are from
the `EXCLUDED_CATEGORIES` and `EXCLUDED_APPS`. This is to test Checklist:
that these apps are actually being excluded from the calculations
of features. There are also records to test `SINGLE_APPS` |time segment| single tz | multi tz|platform|
calculations. |-|-|-|-|
- Since application foreground is only available for Android there |30min|OK|OK|Android|
is only one file that contains data for Android. All other files |morning|OK|OK|Android|
(i.e. for iPhone) are empty data files. |daily|OK|OK|Android|
|threeday|OK|OK|Android|
|weekend|OK|OK|Android|
|beforeMarchEvent|OK|OK|Android|
|beforeNovemberEvent|OK|OK|Android|
## Activity Recognition ## Activity Recognition
Description Description
- The 4-day raw conversation data is contained in `plugin_google_activity_recognition_raw.csv` and `plugin_ios_activity_recognition_raw.csv`. - The 4-day raw activity data is contained in `plugin_google_activity_recognition_raw.csv` and `plugin_ios_activity_recognition_raw.csv`.
- Two episodes locate in the same 30-min segment (`Fri 04:01:54` and `Fri 04:13:52`) - Two episodes locate in the same 30-min segment (`Fri 04:01:54` and `Fri 04:13:52`)
- One episode for each daily segment (`night`, `morning`, `afternoon` and `evening`) - One episode for each daily segment (`night`, `morning`, `afternoon` and `evening`)
- Two episodes locate in the same daily segment (`Fri 05:03:09` and `Fri 05:50:36`) - Two episodes locate in the same daily segment (`Fri 05:03:09` and `Fri 05:50:36`)

4
docs/features/phone-applications-foreground.md
View File

@ -61,5 +61,7 @@ Features description for `[PHONE_APPLICATIONS_FOREGROUND][PROVIDERS][RAPIDS]`:
Apps installed by default like YouTube are considered systems apps on some phones. We do an exact match to exclude apps where "genre" == `EXCLUDED_CATEGORIES` or "package_name" == `EXCLUDED_APPS`. Apps installed by default like YouTube are considered systems apps on some phones. We do an exact match to exclude apps where "genre" == `EXCLUDED_CATEGORIES` or "package_name" == `EXCLUDED_APPS`.
We provide three ways of classifying and app within a category (genre): a) by automatically scraping its official category from the Google Play Store, b) by using the catalogue created by Stachl et al. which we provide in RAPIDS (`data/external/stachl_application_genre_catalogue.csv`), or c) by manually creating a personalized catalogue. You can choose a, b or c by modifying `[APPLICATION_GENRES]` keys and values (see the Sensor parameters description table above). We provide three ways of classifying and app within a category (genre): a) by automatically scraping its official category from the Google Play Store, b) by using the catalogue created by Stachl et al. which we provide in RAPIDS (`data/external/stachl_application_genre_catalogue.csv`), or c) by manually creating a personalized catalogue. You can choose a, b or c by modifying `[APPLICATION_GENRES]` keys and values (see the Sensor parameters description table above).
We count `episodes` and `events` seperatly. Events are single logs, but episodes will span from a start to and end date time and they will be chunked across any overlapping time segments. And we also compute `top1global` seperatly. `top1global` of `episodes` might not be the same as the `top1global` of `events`.
The application episodes are calculated using the application foreground and screen unlock episode data. An application episode starts when the application is launched and ends when either, a new application is launched or the screen is locked. The application episodes are calculated using the application foreground and screen unlock episode data. An application episode starts when the application is launched and ends when either, a new application is launched or the screen is locked.

404
tests/data/external/aware_csv/phone_applications_foreground_raw.csv vendored
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@ -1,199 +1,207 @@
timestamp,device_id,package_name,application_name,is_system_app timestamp,device_id,package_name,application_name,is_system_app
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1583481042385,android,com.aware.plugin.google.fused_location,AWARE: Google Fused Location,0.0 1583481042385,android,com.aware.plugin.google.fused_location,AWARE: Google Fused Location,0
1583481055385,android,com.google.android.packageinstaller,Package installer,1.0 1583481055385,android,com.google.android.packageinstaller,Package installer,1
1583492010385,android,com.aware.phone,AWARE,0.0 1583492010385,android,com.aware.phone,AWARE,0
1583492150385,android,com.google.android.packageinstaller,Package installer,1.0 1583492150385,android,com.google.android.packageinstaller,Package installer,1
1583492451385,android,com.aware.phone,AWARE,0.0 1583492451385,android,com.aware.phone,AWARE,0
1583492560385,android,com.google.android.packageinstaller,Package installer,1.0 1583492560385,android,com.google.android.packageinstaller,Package installer,1
1583492570385,android,com.aware.phone,AWARE,0.0 1583492570385,android,com.aware.phone,AWARE,0
1583507036385,android,com.google.android.packageinstaller,Package installer,1.0 1583492710385,android,com.tinder,Tinder,0
1583507136385,android,com.android.chrome,Chrome,1.0 1583507036385,android,com.google.android.packageinstaller,Package installer,1
1583507310459,android,com.android.systemui,System UI,1.0 1583507136385,android,com.android.chrome,Chrome,1
1583507396385,android,com.motorola.vzw.phone.extensions,Phone,1.0 1583507310459,android,com.android.systemui,System UI,1
1583507576385,android,com.android.chrome,Chrome,1.0 1583507396385,android,com.motorola.vzw.phone.extensions,Phone,1
1583507928895,android,com.android.systemui,System UI,1.0 1583507576385,android,com.android.chrome,Chrome,1
1583507996385,android,com.android.settings,Settings,1.0 1583507928895,android,com.android.systemui,System UI,1
1583513876385,android,com.google.android.inputmethod.latin,Gboard,1.0 1583507996385,android,com.android.settings,Settings,1
1583513939785,android,com.android.settings,Settings,1.0 1583513580385,android,com.tinder,Tinder,0
1583514056385,android,com.android.launcher3,Launcher3,1.0 1583513876385,android,com.google.android.inputmethod.latin,Gboard,1
1583514136385,android,com.android.systemui,System UI,1.0 1583513939785,android,com.android.settings,Settings,1
1583514146385,android,com.android.settings,Settings,1.0 1583514056385,android,com.android.launcher3,Launcher3,1
1583514156385,android,com.android.launcher3,Launcher3,1.0 1583514136385,android,com.android.systemui,System UI,1
1583514166385,android,com.aware.phone,AWARE,0.0 1583514146385,android,com.android.settings,Settings,1
1583514176385,android,com.android.launcher3,Launcher3,1.0 1583514156385,android,com.android.launcher3,Launcher3,1
1583514226385,android,com.android.chrome,Chrome,1.0 1583514166385,android,com.aware.phone,AWARE,0
1583514656385,android,com.aware.plugin.fitbit,AWARE: Fitbit,0.0 1583514176385,android,com.android.launcher3,Launcher3,1
1583524316385,android,com.android.chrome,Chrome,1.0 1583514226385,android,com.android.chrome,Chrome,1
1583524605159,android,com.android.launcher3,Launcher3,1.0 1583514656385,android,com.aware.plugin.fitbit,AWARE: Fitbit,0
1583524676385,android,com.aware.phone,AWARE,0.0 1583524316385,android,com.android.chrome,Chrome,1
1583524679385,android,com.android.systemui,System UI,1.0 1583524605159,android,com.android.launcher3,Launcher3,1
1583524736385,android,com.aware.phone,AWARE,0.0 1583524676385,android,com.aware.phone,AWARE,0
1583524796385,android,com.android.systemui,System UI,1.0 1583524679385,android,com.android.systemui,System UI,1
1583535156385,android,com.android.settings,Settings,1.0 1583524736385,android,com.aware.phone,AWARE,0
1583535236385,android,com.android.launcher3,Launcher3,1.0 1583524796385,android,com.android.systemui,System UI,1
1583535336385,android,com.android.systemui,System UI,1.0 1583535000385,android,com.google.android.youtube,Youtube,0
1583535379385,android,com.android.chrome,Chrome,1.0 1583535156385,android,com.android.settings,Settings,1
1583535612385,android,com.facebook.orca,Messenger,0.0 1583535236385,android,com.android.launcher3,Launcher3,1
1583535614385,android,com.google.android.inputmethod.latin,Gboard,1.0 1583535336385,android,com.android.systemui,System UI,1
1583545386385,android,com.android.systemui,System UI,1.0 1583535379385,android,com.android.chrome,Chrome,1
1583545436385,android,com.facebook.orca,Messenger,0.0 1583535612385,android,com.facebook.orca,Messenger,0
1583545536385,android,com.android.chrome,Chrome,1.0 1583535614385,android,com.google.android.inputmethod.latin,Gboard,1
1583545856385,android,com.android.systemui,System UI,1.0 1583545263385,android,com.google.android.youtube,Youtube,0
1583545911385,android,com.android.chrome,Chrome,1.0 1583545386385,android,com.android.systemui,System UI,1
1583546306385,android,com.microsoft.office.outlook,Outlook,0.0 1583545436385,android,com.facebook.orca,Messenger,0
1583546456385,android,com.android.chrome,Chrome,1.0 1583545536385,android,com.android.chrome,Chrome,1
1583558235000,android,com.android.systemui,System UI,1.0 1583545856385,android,com.android.systemui,System UI,1
1583558291000,android,com.android.settings,Settings,1.0 1583545911385,android,com.android.chrome,Chrome,1
1583558331000,android,com.google.android.inputmethod.latin,Gboard,1.0 1583546306385,android,com.microsoft.office.outlook,Outlook,0
1583558386000,android,com.android.settings,Settings,1.0 1583546456385,android,com.android.chrome,Chrome,1
1583561831000,android,com.android.launcher3,Launcher3,1.0 1583558235001,android,com.android.systemui,System UI,1
1583561871000,android,com.android.launcher3,Launcher3,1.0 1583558291001,android,com.android.settings,Settings,1
1583561939000,android,com.aware.phone,AWARE,0.0 1583558331001,android,com.google.android.inputmethod.latin,Gboard,1
1583561951000,android,com.android.launcher3,Launcher3,1.0 1583558386001,android,com.android.settings,Settings,1
1583561970000,android,com.android.chrome,Chrome,1.0 1583561831001,android,com.android.launcher3,Launcher3,1
1583614691000,android,com.aware.plugin.fitbit,AWARE: Fitbit,0.0 1583561871001,android,com.android.launcher3,Launcher3,1
1583614719000,android,com.android.chrome,Chrome,1.0 1583561939001,android,com.aware.phone,AWARE,0
1583621339000,android,com.android.launcher3,Launcher3,1.0 1583561951001,android,com.android.launcher3,Launcher3,1
1583621351000,android,com.aware.phone,AWARE,0.0 1583561970001,android,com.android.chrome,Chrome,1
1583621402000,android,com.android.systemui,System UI,1.0 1583614691001,android,com.aware.plugin.fitbit,AWARE: Fitbit,0
1583621411000,android,com.aware.phone,AWARE,0.0 1583614719001,android,com.android.chrome,Chrome,1
1583636006000,android,com.android.systemui,System UI,1.0 1583621339001,android,com.android.launcher3,Launcher3,1
1583636029000,android,com.android.chrome,Chrome,1.0 1583621351001,android,com.aware.phone,AWARE,0
1583636171000,android,com.facebook.orca,Messenger,0.0 1583621402001,android,com.android.systemui,System UI,1
1583636195000,android,com.google.android.inputmethod.latin,Gboard,1.0 1583621411001,android,com.aware.phone,AWARE,0
1583643911001,android,com.android.systemui,System UI,1.0 1583636006001,android,com.android.systemui,System UI,1
1583643937001,android,com.facebook.orca,Messenger,0.0 1583636029001,android,com.android.chrome,Chrome,1
1583644009001,android,com.android.chrome,Chrome,1.0 1583636171001,android,com.facebook.orca,Messenger,0
1583644019001,android,com.android.systemui,System UI,1.0 1583636195001,android,com.google.android.inputmethod.latin,Gboard,1
1583644029001,android,com.android.chrome,Chrome,1.0 1583643911001,android,com.android.systemui,System UI,1
1583644050001,android,com.microsoft.office.outlook,Outlook,0.0 1583643937001,android,com.facebook.orca,Messenger,0
1583644068001,android,com.android.chrome,Chrome,1.0 1583644009001,android,com.android.chrome,Chrome,1
1583657710001,android,com.android.launcher3,Launcher3,1.0 1583644019001,android,com.android.systemui,System UI,1
1583657730001,android,com.google.android.gm,Gmail,1.0 1583644029001,android,com.android.chrome,Chrome,1
1583658600001,android,com.android.launcher3,Launcher3,1.0 1583644050001,android,com.microsoft.office.outlook,Outlook,0
1583658630001,android,com.android.systemui,System UI,1.0 1583644068001,android,com.android.chrome,Chrome,1
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1583658780001,android,com.android.launcher3,Launcher3,1.0 1583657730001,android,com.google.android.gm,Gmail,1
1583719320001,android,com.android.systemui,System UI,1.0 1583658600001,android,com.android.launcher3,Launcher3,1
1583719350001,android,com.android.launcher3,Launcher3,1.0 1583658630001,android,com.android.systemui,System UI,1
1583719380001,android,com.fanduel.android.self,FanDuel,0.0 1583658660001,android,com.android.settings,Settings,1
1583719440001,android,com.android.launcher3,Launcher3,1.0 1583658780001,android,com.android.launcher3,Launcher3,1
1583719450001,android,com.android.chrome,Chrome,1.0 1583719320001,android,com.android.systemui,System UI,1
1583719460001,android,Gboard,1, 1583719350001,android,com.android.launcher3,Launcher3,1
1583737261001,android,System UI,1, 1583719380001,android,com.fanduel.android.self,FanDuel,0
1583737280001,android,Chrome,1, 1583719440001,android,com.android.launcher3,Launcher3,1
1583737426001,android,com.android.systemui,System UI,1.0 1583719450001,android,com.android.chrome,Chrome,1
1583737430001,android,com.android.chrome,Chrome,1.0 1583719460001,android,com.google.android.inputmethod.latin,Gboard,1
1583802300001,android,com.android.launcher3,Launcher3,1.0 1583737261001,android,com.android.systemui,System UI,1
1583802315001,android,com.android.systemui,System UI,1.0 1583737280001,android,com.android.chrome,Chrome,1
1583802329001,android,com.facebook.orca,Messenger,0.0 1583737426001,android,com.android.systemui,System UI,1
1583802588001,android,com.android.systemui,System UI,1.0 1583737430001,android,com.android.chrome,Chrome,1
1583802600001,android,com.facebook.orca,Messenger,0.0 1583802300001,android,com.android.launcher3,Launcher3,1
1583802789001,android,com.android.launcher3,Launcher3,1.0 1583802315001,android,com.android.systemui,System UI,1
1583802809001,android,com.facebook.katana,Facebook,0.0 1583802329001,android,com.facebook.orca,Messenger,0
1583803309001,android,com.android.launcher3,Launcher3,1.0 1583802588001,android,com.android.systemui,System UI,1
1583803320001,android,com.facebook.katana,Facebook,0.0 1583802600001,android,com.facebook.orca,Messenger,0
1583803508001,android,com.google.android.inputmethod.latin,Gboard,1.0 1583802789001,android,com.android.launcher3,Launcher3,1
1583803620001,android,com.facebook.katana,Facebook,0.0 1583802809001,android,com.facebook.katana,Facebook,0
1583803726001,android,com.google.android.inputmethod.latin,Gboard,1.0 1583803309001,android,com.android.launcher3,Launcher3,1
1583803805001,android,com.facebook.katana,Facebook,0.0 1583803320001,android,com.facebook.katana,Facebook,0
1604040640385,android,com.aware.plugin.google.activity_recognition,AWARE: Google Activity Recognition,0.0 1583803508001,android,com.google.android.inputmethod.latin,Gboard,1
1604040642385,android,com.aware.plugin.google.fused_location,AWARE: Google Fused Location,0.0 1583803620001,android,com.facebook.katana,Facebook,0
1604040655385,android,com.google.android.packageinstaller,Package installer,1.0 1583803726001,android,com.google.android.inputmethod.latin,Gboard,1
1604051610385,android,com.aware.phone,AWARE,0.0 1583803805001,android,com.facebook.katana,Facebook,0
1604051750385,android,com.google.android.packageinstaller,Package installer,1.0 1604040640385,android,com.aware.plugin.google.activity_recognition,AWARE: Google Activity Recognition,0
1604052051385,android,com.aware.phone,AWARE,0.0 1604040642385,android,com.aware.plugin.google.fused_location,AWARE: Google Fused Location,0
1604052160385,android,com.google.android.packageinstaller,Package installer,1.0 1604040655385,android,com.google.android.packageinstaller,Package installer,1
1604052170385,android,com.aware.phone,AWARE,0.0 1604051610385,android,com.aware.phone,AWARE,0
1604066636385,android,com.google.android.packageinstaller,Package installer,1.0 1604051750385,android,com.google.android.packageinstaller,Package installer,1
1604066736385,android,com.android.chrome,Chrome,1.0 1604052051385,android,com.aware.phone,AWARE,0
1604066910459,android,com.android.systemui,System UI,1.0 1604052160385,android,com.google.android.packageinstaller,Package installer,1
1604066996385,android,com.motorola.vzw.phone.extensions,Phone,1.0 1604052170385,android,com.aware.phone,AWARE,0
1604067176385,android,com.android.chrome,Chrome,1.0 1604052310385,android,com.tinder,Tinder,0
1604067528895,android,com.android.systemui,System UI,1.0 1604066636385,android,com.google.android.packageinstaller,Package installer,1
1604067596385,android,com.android.settings,Settings,1.0 1604066736385,android,com.android.chrome,Chrome,1
1604073476385,android,com.google.android.inputmethod.latin,Gboard,1.0 1604066910459,android,com.android.systemui,System UI,1
1604073539785,android,com.android.settings,Settings,1.0 1604066996385,android,com.motorola.vzw.phone.extensions,Phone,1
1604073656385,android,com.android.launcher3,Launcher3,1.0 1604067176385,android,com.android.chrome,Chrome,1
1604073736385,android,com.android.systemui,System UI,1.0 1604067528895,android,com.android.systemui,System UI,1
1604073746385,android,com.android.settings,Settings,1.0 1604067596385,android,com.android.settings,Settings,1
1604073756385,android,com.android.launcher3,Launcher3,1.0 1604073180385,android,com.tinder,Tinder,0
1604073766385,android,com.aware.phone,AWARE,0.0 1604073476385,android,com.google.android.inputmethod.latin,Gboard,1
1604073776385,android,com.android.launcher3,Launcher3,1.0 1604073539785,android,com.android.settings,Settings,1
1604073826385,android,com.android.chrome,Chrome,1.0 1604073656385,android,com.android.launcher3,Launcher3,1
1604074256385,android,com.aware.plugin.fitbit,AWARE: Fitbit,0.0 1604073736385,android,com.android.systemui,System UI,1
1604083916385,android,com.android.chrome,Chrome,1.0 1604073746385,android,com.android.settings,Settings,1
1604084205159,android,com.android.launcher3,Launcher3,1.0 1604073756385,android,com.android.launcher3,Launcher3,1
1604084276385,android,com.aware.phone,AWARE,0.0 1604073766385,android,com.aware.phone,AWARE,0
1604084279385,android,com.android.systemui,System UI,1.0 1604073776385,android,com.android.launcher3,Launcher3,1
1604084336385,android,com.aware.phone,AWARE,0.0 1604073826385,android,com.android.chrome,Chrome,1
1604084396385,android,com.android.systemui,System UI,1.0 1604074256385,android,com.aware.plugin.fitbit,AWARE: Fitbit,0
1604094756385,android,com.android.settings,Settings,1.0 1604083916385,android,com.android.chrome,Chrome,1
1604094836385,android,com.android.launcher3,Launcher3,1.0 1604084205159,android,com.android.launcher3,Launcher3,1
1604094936385,android,com.android.systemui,System UI,1.0 1604084276385,android,com.aware.phone,AWARE,0
1604094979385,android,com.android.chrome,Chrome,1.0 1604084279385,android,com.android.systemui,System UI,1
1604095212385,android,com.facebook.orca,Messenger,0.0 1604084336385,android,com.aware.phone,AWARE,0
1604095214385,android,com.google.android.inputmethod.latin,Gboard,1.0 1604084396385,android,com.android.systemui,System UI,1
1604104986385,android,com.android.systemui,System UI,1.0 1604094600385,android,com.google.android.youtube,Youtube,0
1604105036385,android,com.facebook.orca,Messenger,0.0 1604094756385,android,com.android.settings,Settings,1
1604105136385,android,com.android.chrome,Chrome,1.0 1604094836385,android,com.android.launcher3,Launcher3,1
1604105456385,android,com.android.systemui,System UI,1.0 1604094936385,android,com.android.systemui,System UI,1
1604105511385,android,com.android.chrome,Chrome,1.0 1604094979385,android,com.android.chrome,Chrome,1
1604105906385,android,com.microsoft.office.outlook,Outlook,0.0 1604095212385,android,com.facebook.orca,Messenger,0
1604106056385,android,com.android.chrome,Chrome,1.0 1604095214385,android,com.google.android.inputmethod.latin,Gboard,1
1604117835000,android,com.android.systemui,System UI,1.0 1604104863385,android,com.google.android.youtube,Youtube,0
1604117891000,android,com.android.settings,Settings,1.0 1604104986385,android,com.android.systemui,System UI,1
1604117931000,android,com.google.android.inputmethod.latin,Gboard,1.0 1604105036385,android,com.facebook.orca,Messenger,0
1604117986000,android,com.android.settings,Settings,1.0 1604105136385,android,com.android.chrome,Chrome,1
1604121431000,android,com.android.launcher3,Launcher3,1.0 1604105456385,android,com.android.systemui,System UI,1
1604121471000,android,com.android.launcher3,Launcher3,1.0 1604105511385,android,com.android.chrome,Chrome,1
1604121539000,android,com.aware.phone,AWARE,0.0 1604105906385,android,com.microsoft.office.outlook,Outlook,0
1604121551000,android,com.android.launcher3,Launcher3,1.0 1604106056385,android,com.android.chrome,Chrome,1
1604121570000,android,com.android.chrome,Chrome,1.0 1604117835001,android,com.android.systemui,System UI,1
1604174291000,android,com.aware.plugin.fitbit,AWARE: Fitbit,0.0 1604117891001,android,com.android.settings,Settings,1
1604174319000,android,com.android.chrome,Chrome,1.0 1604117931001,android,com.google.android.inputmethod.latin,Gboard,1
1604180939000,android,com.android.launcher3,Launcher3,1.0 1604117986001,android,com.android.settings,Settings,1
1604180951000,android,com.aware.phone,AWARE,0.0 1604121431001,android,com.android.launcher3,Launcher3,1
1604181002000,android,com.android.systemui,System UI,1.0 1604121471001,android,com.android.launcher3,Launcher3,1
1604181011000,android,com.aware.phone,AWARE,0.0 1604121539001,android,com.aware.phone,AWARE,0
1604195606000,android,com.android.systemui,System UI,1.0 1604121551001,android,com.android.launcher3,Launcher3,1
1604195629000,android,com.android.chrome,Chrome,1.0 1604121570001,android,com.android.chrome,Chrome,1
1604195771000,android,com.facebook.orca,Messenger,0.0 1604174291001,android,com.aware.plugin.fitbit,AWARE: Fitbit,0
1604195795000,android,com.google.android.inputmethod.latin,Gboard,1.0 1604174319001,android,com.android.chrome,Chrome,1
1604203511001,android,com.android.systemui,System UI,1.0 1604180939001,android,com.android.launcher3,Launcher3,1
1604203537001,android,com.facebook.orca,Messenger,0.0 1604180951001,android,com.aware.phone,AWARE,0
1604203609001,android,com.android.chrome,Chrome,1.0 1604181002001,android,com.android.systemui,System UI,1
1604203619001,android,com.android.systemui,System UI,1.0 1604181011001,android,com.aware.phone,AWARE,0
1604203629001,android,com.android.chrome,Chrome,1.0 1604195606001,android,com.android.systemui,System UI,1
1604203650001,android,com.microsoft.office.outlook,Outlook,0.0 1604195629001,android,com.android.chrome,Chrome,1
1604203668001,android,com.android.chrome,Chrome,1.0 1604195771001,android,com.facebook.orca,Messenger,0
1604224510001,android,com.android.launcher3,Launcher3,1.0 1604195795001,android,com.google.android.inputmethod.latin,Gboard,1
1604224530001,android,com.google.android.gm,Gmail,1.0 1604203511001,android,com.android.systemui,System UI,1
1604225400001,android,com.android.launcher3,Launcher3,1.0 1604203537001,android,com.facebook.orca,Messenger,0
1604225430001,android,com.android.systemui,System UI,1.0 1604203609001,android,com.android.chrome,Chrome,1
1604225460001,android,com.android.settings,Settings,1.0 1604203619001,android,com.android.systemui,System UI,1
1604225580001,android,com.android.launcher3,Launcher3,1.0 1604203629001,android,com.android.chrome,Chrome,1
1604286120001,android,com.android.systemui,System UI,1.0 1604203650001,android,com.microsoft.office.outlook,Outlook,0
1604286150001,android,com.android.launcher3,Launcher3,1.0 1604203668001,android,com.android.chrome,Chrome,1
1604286180001,android,com.fanduel.android.self,FanDuel,0.0 1604224510001,android,com.android.launcher3,Launcher3,1
1604286240001,android,com.android.launcher3,Launcher3,1.0 1604224530001,android,com.google.android.gm,Gmail,1
1604286250001,android,com.android.chrome,Chrome,1.0 1604225400001,android,com.android.launcher3,Launcher3,1
1604286260001,android,Gboard,1, 1604225430001,android,com.android.systemui,System UI,1
1604304061001,android,System UI,1, 1604225460001,android,com.android.settings,Settings,1
1604304080001,android,Chrome,1, 1604225580001,android,com.android.launcher3,Launcher3,1
1604304226001,android,com.android.systemui,System UI,1.0 1604286120001,android,com.android.systemui,System UI,1
1604304230001,android,com.android.chrome,Chrome,1.0 1604286150001,android,com.android.launcher3,Launcher3,1
1604369100001,android,com.android.launcher3,Launcher3,1.0 1604286180001,android,com.fanduel.android.self,FanDuel,0
1604369115001,android,com.android.systemui,System UI,1.0 1604286240001,android,com.android.launcher3,Launcher3,1
1604369129001,android,com.facebook.orca,Messenger,0.0 1604286250001,android,com.android.chrome,Chrome,1
1604369388001,android,com.android.systemui,System UI,1.0 1604286260001,android,com.google.android.inputmethod.latin,Gboard,1
1604369400001,android,com.facebook.orca,Messenger,0.0 1604304061001,android,com.android.systemui,System UI,1
1604369589001,android,com.android.launcher3,Launcher3,1.0 1604304080001,android,com.android.chrome,Chrome,1
1604369609001,android,com.facebook.katana,Facebook,0.0 1604304226001,android,com.android.systemui,System UI,1
1604370109001,android,com.android.launcher3,Launcher3,1.0 1604304230001,android,com.android.chrome,Chrome,1
1604370120001,android,com.facebook.katana,Facebook,0.0 1604369100001,android,com.android.launcher3,Launcher3,1
1604370308001,android,com.google.android.inputmethod.latin,Gboard,1.0 1604369115001,android,com.android.systemui,System UI,1
1604370420001,android,com.facebook.katana,Facebook,0.0 1604369129001,android,com.facebook.orca,Messenger,0
1604370526001,android,com.google.android.inputmethod.latin,Gboard,1.0 1604369388001,android,com.android.systemui,System UI,1
1604370605001,android,com.facebook.katana,Facebook,0.0 1604369400001,android,com.facebook.orca,Messenger,0
1604369589001,android,com.android.launcher3,Launcher3,1
1604369609001,android,com.facebook.katana,Facebook,0
1604370109001,android,com.android.launcher3,Launcher3,1
1604370120001,android,com.facebook.katana,Facebook,0
1604370308001,android,com.google.android.inputmethod.latin,Gboard,1
1604370420001,android,com.facebook.katana,Facebook,0
1604370526001,android,com.google.android.inputmethod.latin,Gboard,1
1604370605001,android,com.facebook.katana,Facebook,0

1 timestamp device_id package_name application_name is_system_app
2 1583481040385 android com.aware.plugin.google.activity_recognition AWARE: Google Activity Recognition 0.0 0
3 1583481042385 android com.aware.plugin.google.fused_location AWARE: Google Fused Location 0.0 0
4 1583481055385 android com.google.android.packageinstaller Package installer 1.0 1
5 1583492010385 android com.aware.phone AWARE 0.0 0
6 1583492150385 android com.google.android.packageinstaller Package installer 1.0 1
7 1583492451385 android com.aware.phone AWARE 0.0 0
8 1583492560385 android com.google.android.packageinstaller Package installer 1.0 1
9 1583492570385 android com.aware.phone AWARE 0.0 0
10 1583507036385 1583492710385 android com.google.android.packageinstaller com.tinder Package installer Tinder 1.0 0
11 1583507136385 1583507036385 android com.android.chrome com.google.android.packageinstaller Chrome Package installer 1.0 1
12 1583507310459 1583507136385 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
13 1583507396385 1583507310459 android com.motorola.vzw.phone.extensions com.android.systemui Phone System UI 1.0 1
14 1583507576385 1583507396385 android com.android.chrome com.motorola.vzw.phone.extensions Chrome Phone 1.0 1
15 1583507928895 1583507576385 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
16 1583507996385 1583507928895 android com.android.settings com.android.systemui Settings System UI 1.0 1
17 1583513876385 1583507996385 android com.google.android.inputmethod.latin com.android.settings Gboard Settings 1.0 1
18 1583513939785 1583513580385 android com.android.settings com.tinder Settings Tinder 1.0 0
19 1583514056385 1583513876385 android com.android.launcher3 com.google.android.inputmethod.latin Launcher3 Gboard 1.0 1
20 1583514136385 1583513939785 android com.android.systemui com.android.settings System UI Settings 1.0 1
21 1583514146385 1583514056385 android com.android.settings com.android.launcher3 Settings Launcher3 1.0 1
22 1583514156385 1583514136385 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
23 1583514166385 1583514146385 android com.aware.phone com.android.settings AWARE Settings 0.0 1
24 1583514176385 1583514156385 android com.android.launcher3 Launcher3 1.0 1
25 1583514226385 1583514166385 android com.android.chrome com.aware.phone Chrome AWARE 1.0 0
26 1583514656385 1583514176385 android com.aware.plugin.fitbit com.android.launcher3 AWARE: Fitbit Launcher3 0.0 1
27 1583524316385 1583514226385 android com.android.chrome Chrome 1.0 1
28 1583524605159 1583514656385 android com.android.launcher3 com.aware.plugin.fitbit Launcher3 AWARE: Fitbit 1.0 0
29 1583524676385 1583524316385 android com.aware.phone com.android.chrome AWARE Chrome 0.0 1
30 1583524679385 1583524605159 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
31 1583524736385 1583524676385 android com.aware.phone AWARE 0.0 0
32 1583524796385 1583524679385 android com.android.systemui System UI 1.0 1
33 1583535156385 1583524736385 android com.android.settings com.aware.phone Settings AWARE 1.0 0
34 1583535236385 1583524796385 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
35 1583535336385 1583535000385 android com.android.systemui com.google.android.youtube System UI Youtube 1.0 0
36 1583535379385 1583535156385 android com.android.chrome com.android.settings Chrome Settings 1.0 1
37 1583535612385 1583535236385 android com.facebook.orca com.android.launcher3 Messenger Launcher3 0.0 1
38 1583535614385 1583535336385 android com.google.android.inputmethod.latin com.android.systemui Gboard System UI 1.0 1
39 1583545386385 1583535379385 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
40 1583545436385 1583535612385 android com.facebook.orca Messenger 0.0 0
41 1583545536385 1583535614385 android com.android.chrome com.google.android.inputmethod.latin Chrome Gboard 1.0 1
42 1583545856385 1583545263385 android com.android.systemui com.google.android.youtube System UI Youtube 1.0 0
43 1583545911385 1583545386385 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
44 1583546306385 1583545436385 android com.microsoft.office.outlook com.facebook.orca Outlook Messenger 0.0 0
45 1583546456385 1583545536385 android com.android.chrome Chrome 1.0 1
46 1583558235000 1583545856385 android com.android.systemui System UI 1.0 1
47 1583558291000 1583545911385 android com.android.settings com.android.chrome Settings Chrome 1.0 1
48 1583558331000 1583546306385 android com.google.android.inputmethod.latin com.microsoft.office.outlook Gboard Outlook 1.0 0
49 1583558386000 1583546456385 android com.android.settings com.android.chrome Settings Chrome 1.0 1
50 1583561831000 1583558235001 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
51 1583561871000 1583558291001 android com.android.launcher3 com.android.settings Launcher3 Settings 1.0 1
52 1583561939000 1583558331001 android com.aware.phone com.google.android.inputmethod.latin AWARE Gboard 0.0 1
53 1583561951000 1583558386001 android com.android.launcher3 com.android.settings Launcher3 Settings 1.0 1
54 1583561970000 1583561831001 android com.android.chrome com.android.launcher3 Chrome Launcher3 1.0 1
55 1583614691000 1583561871001 android com.aware.plugin.fitbit com.android.launcher3 AWARE: Fitbit Launcher3 0.0 1
56 1583614719000 1583561939001 android com.android.chrome com.aware.phone Chrome AWARE 1.0 0
57 1583621339000 1583561951001 android com.android.launcher3 Launcher3 1.0 1
58 1583621351000 1583561970001 android com.aware.phone com.android.chrome AWARE Chrome 0.0 1
59 1583621402000 1583614691001 android com.android.systemui com.aware.plugin.fitbit System UI AWARE: Fitbit 1.0 0
60 1583621411000 1583614719001 android com.aware.phone com.android.chrome AWARE Chrome 0.0 1
61 1583636006000 1583621339001 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
62 1583636029000 1583621351001 android com.android.chrome com.aware.phone Chrome AWARE 1.0 0
63 1583636171000 1583621402001 android com.facebook.orca com.android.systemui Messenger System UI 0.0 1
64 1583636195000 1583621411001 android com.google.android.inputmethod.latin com.aware.phone Gboard AWARE 1.0 0
65 1583643911001 1583636006001 android com.android.systemui System UI 1.0 1
66 1583643937001 1583636029001 android com.facebook.orca com.android.chrome Messenger Chrome 0.0 1
67 1583644009001 1583636171001 android com.android.chrome com.facebook.orca Chrome Messenger 1.0 0
68 1583644019001 1583636195001 android com.android.systemui com.google.android.inputmethod.latin System UI Gboard 1.0 1
69 1583644029001 1583643911001 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
70 1583644050001 1583643937001 android com.microsoft.office.outlook com.facebook.orca Outlook Messenger 0.0 0
71 1583644068001 1583644009001 android com.android.chrome Chrome 1.0 1
72 1583657710001 1583644019001 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
73 1583657730001 1583644029001 android com.google.android.gm com.android.chrome Gmail Chrome 1.0 1
74 1583658600001 1583644050001 android com.android.launcher3 com.microsoft.office.outlook Launcher3 Outlook 1.0 0
75 1583658630001 1583644068001 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
76 1583658660001 1583657710001 android com.android.settings com.android.launcher3 Settings Launcher3 1.0 1
77 1583658780001 1583657730001 android com.android.launcher3 com.google.android.gm Launcher3 Gmail 1.0 1
78 1583719320001 1583658600001 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
79 1583719350001 1583658630001 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
80 1583719380001 1583658660001 android com.fanduel.android.self com.android.settings FanDuel Settings 0.0 1
81 1583719440001 1583658780001 android com.android.launcher3 Launcher3 1.0 1
82 1583719450001 1583719320001 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
83 1583719460001 1583719350001 android Gboard com.android.launcher3 1 Launcher3 1
84 1583737261001 1583719380001 android System UI com.fanduel.android.self 1 FanDuel 0
85 1583737280001 1583719440001 android Chrome com.android.launcher3 1 Launcher3 1
86 1583737426001 1583719450001 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
87 1583737430001 1583719460001 android com.android.chrome com.google.android.inputmethod.latin Chrome Gboard 1.0 1
88 1583802300001 1583737261001 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
89 1583802315001 1583737280001 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
90 1583802329001 1583737426001 android com.facebook.orca com.android.systemui Messenger System UI 0.0 1
91 1583802588001 1583737430001 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
92 1583802600001 1583802300001 android com.facebook.orca com.android.launcher3 Messenger Launcher3 0.0 1
93 1583802789001 1583802315001 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
94 1583802809001 1583802329001 android com.facebook.katana com.facebook.orca Facebook Messenger 0.0 0
95 1583803309001 1583802588001 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
96 1583803320001 1583802600001 android com.facebook.katana com.facebook.orca Facebook Messenger 0.0 0
97 1583803508001 1583802789001 android com.google.android.inputmethod.latin com.android.launcher3 Gboard Launcher3 1.0 1
98 1583803620001 1583802809001 android com.facebook.katana Facebook 0.0 0
99 1583803726001 1583803309001 android com.google.android.inputmethod.latin com.android.launcher3 Gboard Launcher3 1.0 1
100 1583803805001 1583803320001 android com.facebook.katana Facebook 0.0 0
101 1604040640385 1583803508001 android com.aware.plugin.google.activity_recognition com.google.android.inputmethod.latin AWARE: Google Activity Recognition Gboard 0.0 1
102 1604040642385 1583803620001 android com.aware.plugin.google.fused_location com.facebook.katana AWARE: Google Fused Location Facebook 0.0 0
103 1604040655385 1583803726001 android com.google.android.packageinstaller com.google.android.inputmethod.latin Package installer Gboard 1.0 1
104 1604051610385 1583803805001 android com.aware.phone com.facebook.katana AWARE Facebook 0.0 0
105 1604051750385 1604040640385 android com.google.android.packageinstaller com.aware.plugin.google.activity_recognition Package installer AWARE: Google Activity Recognition 1.0 0
106 1604052051385 1604040642385 android com.aware.phone com.aware.plugin.google.fused_location AWARE AWARE: Google Fused Location 0.0 0
107 1604052160385 1604040655385 android com.google.android.packageinstaller Package installer 1.0 1
108 1604052170385 1604051610385 android com.aware.phone AWARE 0.0 0
109 1604066636385 1604051750385 android com.google.android.packageinstaller Package installer 1.0 1
110 1604066736385 1604052051385 android com.android.chrome com.aware.phone Chrome AWARE 1.0 0
111 1604066910459 1604052160385 android com.android.systemui com.google.android.packageinstaller System UI Package installer 1.0 1
112 1604066996385 1604052170385 android com.motorola.vzw.phone.extensions com.aware.phone Phone AWARE 1.0 0
113 1604067176385 1604052310385 android com.android.chrome com.tinder Chrome Tinder 1.0 0
114 1604067528895 1604066636385 android com.android.systemui com.google.android.packageinstaller System UI Package installer 1.0 1
115 1604067596385 1604066736385 android com.android.settings com.android.chrome Settings Chrome 1.0 1
116 1604073476385 1604066910459 android com.google.android.inputmethod.latin com.android.systemui Gboard System UI 1.0 1
117 1604073539785 1604066996385 android com.android.settings com.motorola.vzw.phone.extensions Settings Phone 1.0 1
118 1604073656385 1604067176385 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
119 1604073736385 1604067528895 android com.android.systemui System UI 1.0 1
120 1604073746385 1604067596385 android com.android.settings Settings 1.0 1
121 1604073756385 1604073180385 android com.android.launcher3 com.tinder Launcher3 Tinder 1.0 0
122 1604073766385 1604073476385 android com.aware.phone com.google.android.inputmethod.latin AWARE Gboard 0.0 1
123 1604073776385 1604073539785 android com.android.launcher3 com.android.settings Launcher3 Settings 1.0 1
124 1604073826385 1604073656385 android com.android.chrome com.android.launcher3 Chrome Launcher3 1.0 1
125 1604074256385 1604073736385 android com.aware.plugin.fitbit com.android.systemui AWARE: Fitbit System UI 0.0 1
126 1604083916385 1604073746385 android com.android.chrome com.android.settings Chrome Settings 1.0 1
127 1604084205159 1604073756385 android com.android.launcher3 Launcher3 1.0 1
128 1604084276385 1604073766385 android com.aware.phone AWARE 0.0 0
129 1604084279385 1604073776385 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
130 1604084336385 1604073826385 android com.aware.phone com.android.chrome AWARE Chrome 0.0 1
131 1604084396385 1604074256385 android com.android.systemui com.aware.plugin.fitbit System UI AWARE: Fitbit 1.0 0
132 1604094756385 1604083916385 android com.android.settings com.android.chrome Settings Chrome 1.0 1
133 1604094836385 1604084205159 android com.android.launcher3 Launcher3 1.0 1
134 1604094936385 1604084276385 android com.android.systemui com.aware.phone System UI AWARE 1.0 0
135 1604094979385 1604084279385 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
136 1604095212385 1604084336385 android com.facebook.orca com.aware.phone Messenger AWARE 0.0 0
137 1604095214385 1604084396385 android com.google.android.inputmethod.latin com.android.systemui Gboard System UI 1.0 1
138 1604104986385 1604094600385 android com.android.systemui com.google.android.youtube System UI Youtube 1.0 0
139 1604105036385 1604094756385 android com.facebook.orca com.android.settings Messenger Settings 0.0 1
140 1604105136385 1604094836385 android com.android.chrome com.android.launcher3 Chrome Launcher3 1.0 1
141 1604105456385 1604094936385 android com.android.systemui System UI 1.0 1
142 1604105511385 1604094979385 android com.android.chrome Chrome 1.0 1
143 1604105906385 1604095212385 android com.microsoft.office.outlook com.facebook.orca Outlook Messenger 0.0 0
144 1604106056385 1604095214385 android com.android.chrome com.google.android.inputmethod.latin Chrome Gboard 1.0 1
145 1604117835000 1604104863385 android com.android.systemui com.google.android.youtube System UI Youtube 1.0 0
146 1604117891000 1604104986385 android com.android.settings com.android.systemui Settings System UI 1.0 1
147 1604117931000 1604105036385 android com.google.android.inputmethod.latin com.facebook.orca Gboard Messenger 1.0 0
148 1604117986000 1604105136385 android com.android.settings com.android.chrome Settings Chrome 1.0 1
149 1604121431000 1604105456385 android com.android.launcher3 com.android.systemui Launcher3 System UI 1.0 1
150 1604121471000 1604105511385 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
151 1604121539000 1604105906385 android com.aware.phone com.microsoft.office.outlook AWARE Outlook 0.0 0
152 1604121551000 1604106056385 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
153 1604121570000 1604117835001 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
154 1604174291000 1604117891001 android com.aware.plugin.fitbit com.android.settings AWARE: Fitbit Settings 0.0 1
155 1604174319000 1604117931001 android com.android.chrome com.google.android.inputmethod.latin Chrome Gboard 1.0 1
156 1604180939000 1604117986001 android com.android.launcher3 com.android.settings Launcher3 Settings 1.0 1
157 1604180951000 1604121431001 android com.aware.phone com.android.launcher3 AWARE Launcher3 0.0 1
158 1604181002000 1604121471001 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
159 1604181011000 1604121539001 android com.aware.phone AWARE 0.0 0
160 1604195606000 1604121551001 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
161 1604195629000 1604121570001 android com.android.chrome Chrome 1.0 1
162 1604195771000 1604174291001 android com.facebook.orca com.aware.plugin.fitbit Messenger AWARE: Fitbit 0.0 0
163 1604195795000 1604174319001 android com.google.android.inputmethod.latin com.android.chrome Gboard Chrome 1.0 1
164 1604203511001 1604180939001 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
165 1604203537001 1604180951001 android com.facebook.orca com.aware.phone Messenger AWARE 0.0 0
166 1604203609001 1604181002001 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
167 1604203619001 1604181011001 android com.android.systemui com.aware.phone System UI AWARE 1.0 0
168 1604203629001 1604195606001 android com.android.chrome com.android.systemui Chrome System UI 1.0 1
169 1604203650001 1604195629001 android com.microsoft.office.outlook com.android.chrome Outlook Chrome 0.0 1
170 1604203668001 1604195771001 android com.android.chrome com.facebook.orca Chrome Messenger 1.0 0
171 1604224510001 1604195795001 android com.android.launcher3 com.google.android.inputmethod.latin Launcher3 Gboard 1.0 1
172 1604224530001 1604203511001 android com.google.android.gm com.android.systemui Gmail System UI 1.0 1
173 1604225400001 1604203537001 android com.android.launcher3 com.facebook.orca Launcher3 Messenger 1.0 0
174 1604225430001 1604203609001 android com.android.systemui com.android.chrome System UI Chrome 1.0 1
175 1604225460001 1604203619001 android com.android.settings com.android.systemui Settings System UI 1.0 1
176 1604225580001 1604203629001 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
177 1604286120001 1604203650001 android com.android.systemui com.microsoft.office.outlook System UI Outlook 1.0 0
178 1604286150001 1604203668001 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
179 1604286180001 1604224510001 android com.fanduel.android.self com.android.launcher3 FanDuel Launcher3 0.0 1
180 1604286240001 1604224530001 android com.android.launcher3 com.google.android.gm Launcher3 Gmail 1.0 1
181 1604286250001 1604225400001 android com.android.chrome com.android.launcher3 Chrome Launcher3 1.0 1
182 1604286260001 1604225430001 android Gboard com.android.systemui 1 System UI 1
183 1604304061001 1604225460001 android System UI com.android.settings 1 Settings 1
184 1604304080001 1604225580001 android Chrome com.android.launcher3 1 Launcher3 1
185 1604304226001 1604286120001 android com.android.systemui System UI 1.0 1
186 1604304230001 1604286150001 android com.android.chrome com.android.launcher3 Chrome Launcher3 1.0 1
187 1604369100001 1604286180001 android com.android.launcher3 com.fanduel.android.self Launcher3 FanDuel 1.0 0
188 1604369115001 1604286240001 android com.android.systemui com.android.launcher3 System UI Launcher3 1.0 1
189 1604369129001 1604286250001 android com.facebook.orca com.android.chrome Messenger Chrome 0.0 1
190 1604369388001 1604286260001 android com.android.systemui com.google.android.inputmethod.latin System UI Gboard 1.0 1
191 1604369400001 1604304061001 android com.facebook.orca com.android.systemui Messenger System UI 0.0 1
192 1604369589001 1604304080001 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
193 1604369609001 1604304226001 android com.facebook.katana com.android.systemui Facebook System UI 0.0 1
194 1604370109001 1604304230001 android com.android.launcher3 com.android.chrome Launcher3 Chrome 1.0 1
195 1604370120001 1604369100001 android com.facebook.katana com.android.launcher3 Facebook Launcher3 0.0 1
196 1604370308001 1604369115001 android com.google.android.inputmethod.latin com.android.systemui Gboard System UI 1.0 1
197 1604370420001 1604369129001 android com.facebook.katana com.facebook.orca Facebook Messenger 0.0 0
198 1604370526001 1604369388001 android com.google.android.inputmethod.latin com.android.systemui Gboard System UI 1.0 1
199 1604370605001 1604369400001 android com.facebook.katana com.facebook.orca Facebook Messenger 0.0 0
200 1604369589001 android com.android.launcher3 Launcher3 1
201 1604369609001 android com.facebook.katana Facebook 0
202 1604370109001 android com.android.launcher3 Launcher3 1
203 1604370120001 android com.facebook.katana Facebook 0
204 1604370308001 android com.google.android.inputmethod.latin Gboard 1
205 1604370420001 android com.facebook.katana Facebook 0
206 1604370526001 android com.google.android.inputmethod.latin Gboard 1
207 1604370605001 android com.facebook.katana Facebook 0

204
tests/data/manual/aware_csv/phone_applications_foreground_raw.csv
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@ -1,100 +1,104 @@
test_time,device_id,package_name,application_name,is_system_app test_time,device_id,package_name,application_name,is_system_app
Fri 02:50:40.385,android,com.aware.plugin.google.activity_recognition,AWARE: Google Activity Recognition,0 Fri 02:50:40.385,android,com.aware.plugin.google.activity_recognition,AWARE: Google Activity Recognition,0
Fri 02:50:42.385,android,com.aware.plugin.google.fused_location,AWARE: Google Fused Location,0 Fri 02:50:42.385,android,com.aware.plugin.google.fused_location,AWARE: Google Fused Location,0
Fri 02:50:55.385,android,com.google.android.packageinstaller,Package installer,1 Fri 02:50:55.385,android,com.google.android.packageinstaller,Package installer,1
Fri 05:53:30.385,android,com.aware.phone,AWARE,0 Fri 05:53:30.385,android,com.aware.phone,AWARE,0
Fri 05:55:50.385,android,com.google.android.packageinstaller,Package installer,1 Fri 05:55:50.385,android,com.google.android.packageinstaller,Package installer,1
Fri 06:00:51.385,android,com.aware.phone,AWARE,0 Fri 06:00:51.385,android,com.aware.phone,AWARE,0
Fri 06:02:40.385,android,com.google.android.packageinstaller,Package installer,1 Fri 06:02:40.385,android,com.google.android.packageinstaller,Package installer,1
Fri 06:02:50.385,android,com.aware.phone,AWARE,0 Fri 06:02:50.385,android,com.aware.phone,AWARE,0
Fri 10:03:56.385,android,com.google.android.packageinstaller,Package installer,1 Fri 06:05:10.385,android,com.tinder,Tinder,0
Fri 10:05:36.385,android,com.android.chrome,Chrome,1 Fri 10:03:56.385,android,com.google.android.packageinstaller,Package installer,1
Fri 10:08:30.459,android,com.android.systemui,System UI,1 Fri 10:05:36.385,android,com.android.chrome,Chrome,1
Fri 10:09:56.385,android,com.motorola.vzw.phone.extensions,Phone,1 Fri 10:08:30.459,android,com.android.systemui,System UI,1
Fri 10:12:56.385,android,com.android.chrome,Chrome,1 Fri 10:09:56.385,android,com.motorola.vzw.phone.extensions,Phone,1
Fri 10:18:48.895,android,com.android.systemui,System UI,1 Fri 10:12:56.385,android,com.android.chrome,Chrome,1
Fri 10:19:56.385,android,com.android.settings,Settings,1 Fri 10:18:48.895,android,com.android.systemui,System UI,1
Fri 11:57:56.385,android,com.google.android.inputmethod.latin,Gboard,1 Fri 10:19:56.385,android,com.android.settings,Settings,1
Fri 11:58:59.785,android,com.android.settings,Settings,1 Fri 11:53:00.385,android,com.tinder,Tinder,0
Fri 12:00:56.385,android,com.android.launcher3,Launcher3,1 Fri 11:57:56.385,android,com.google.android.inputmethod.latin,Gboard,1
Fri 12:02:16.385,android,com.android.systemui,System UI,1 Fri 11:58:59.785,android,com.android.settings,Settings,1
Fri 12:02:26.385,android,com.android.settings,Settings,1 Fri 12:00:56.385,android,com.android.launcher3,Launcher3,1
Fri 12:02:36.385,android,com.android.launcher3,Launcher3,1 Fri 12:02:16.385,android,com.android.systemui,System UI,1
Fri 12:02:46.385,android,com.aware.phone,AWARE,0 Fri 12:02:26.385,android,com.android.settings,Settings,1
Fri 12:02:56.385,android,com.android.launcher3,Launcher3,1 Fri 12:02:36.385,android,com.android.launcher3,Launcher3,1
Fri 12:03:46.385,android,com.android.chrome,Chrome,1 Fri 12:02:46.385,android,com.aware.phone,AWARE,0
Fri 12:10:56.385,android,com.aware.plugin.fitbit,AWARE: Fitbit,0 Fri 12:02:56.385,android,com.android.launcher3,Launcher3,1
Fri 14:51:56.385,android,com.android.chrome,Chrome,1 Fri 12:03:46.385,android,com.android.chrome,Chrome,1
Fri 14:56:45.159,android,com.android.launcher3,Launcher3,1 Fri 12:10:56.385,android,com.aware.plugin.fitbit,AWARE: Fitbit,0
Fri 14:57:56.385,android,com.aware.phone,AWARE,0 Fri 14:51:56.385,android,com.android.chrome,Chrome,1
Fri 14:57:59.385,android,com.android.systemui,System UI,1 Fri 14:56:45.159,android,com.android.launcher3,Launcher3,1
Fri 14:58:56.385,android,com.aware.phone,AWARE,0 Fri 14:57:56.385,android,com.aware.phone,AWARE,0
Fri 14:59:56.385,android,com.android.systemui,System UI,1 Fri 14:57:59.385,android,com.android.systemui,System UI,1
Fri 17:52:36.385,android,com.android.settings,Settings,1 Fri 14:58:56.385,android,com.aware.phone,AWARE,0
Fri 17:53:56.385,android,com.android.launcher3,Launcher3,1 Fri 14:59:56.385,android,com.android.systemui,System UI,1
Fri 17:55:36.385,android,com.android.systemui,System UI,1 Fri 17:50:00.385,android,com.google.android.youtube,Youtube,0
Fri 17:56:19.385,android,com.android.chrome,Chrome,1 Fri 17:52:36.385,android,com.android.settings,Settings,1
Fri 18:00:12.385,android,com.facebook.orca,Messenger,0 Fri 17:53:56.385,android,com.android.launcher3,Launcher3,1
Fri 18:00:14.385,android,com.google.android.inputmethod.latin,Gboard,1 Fri 17:55:36.385,android,com.android.systemui,System UI,1
Fri 20:43:06.385,android,com.android.systemui,System UI,1 Fri 17:56:19.385,android,com.android.chrome,Chrome,1
Fri 20:43:56.385,android,com.facebook.orca,Messenger,0 Fri 18:00:12.385,android,com.facebook.orca,Messenger,0
Fri 20:45:36.385,android,com.android.chrome,Chrome,1 Fri 18:00:14.385,android,com.google.android.inputmethod.latin,Gboard,1
Fri 20:50:56.385,android,com.android.systemui,System UI,1 Fri 20:41:03.385,android,com.google.android.youtube,Youtube,0
Fri 20:51:51.385,android,com.android.chrome,Chrome,1 Fri 20:43:06.385,android,com.android.systemui,System UI,1
Fri 20:58:26.385,android,com.microsoft.office.outlook,Outlook,0 Fri 20:43:56.385,android,com.facebook.orca,Messenger,0
Fri 21:00:56.385,android,com.android.chrome,Chrome,1 Fri 20:45:36.385,android,com.android.chrome,Chrome,1
Sat 00:17:15.000,android,com.android.systemui,System UI,1 Fri 20:50:56.385,android,com.android.systemui,System UI,1
Sat 00:18:11.000,android,com.android.settings,Settings,1 Fri 20:51:51.385,android,com.android.chrome,Chrome,1
Sat 00:18:51.000,android,com.google.android.inputmethod.latin,Gboard,1 Fri 20:58:26.385,android,com.microsoft.office.outlook,Outlook,0
Sat 00:19:46.000,android,com.android.settings,Settings,1 Fri 21:00:56.385,android,com.android.chrome,Chrome,1
Sat 01:17:11.000,android,com.android.launcher3,Launcher3,1 Sat 00:17:15.001,android,com.android.systemui,System UI,1
Sat 01:17:51.000,android,com.android.launcher3,Launcher3,1 Sat 00:18:11.001,android,com.android.settings,Settings,1
Sat 01:18:59.000,android,com.aware.phone,AWARE,0 Sat 00:18:51.001,android,com.google.android.inputmethod.latin,Gboard,1
Sat 01:19:11.000,android,com.android.launcher3,Launcher3,1 Sat 00:19:46.001,android,com.android.settings,Settings,1
Sat 01:19:30.000,android,com.android.chrome,Chrome,1 Sat 01:17:11.001,android,com.android.launcher3,Launcher3,1
Sat 15:58:11.000,android,com.aware.plugin.fitbit,AWARE: Fitbit,0 Sat 01:17:51.001,android,com.android.launcher3,Launcher3,1
Sat 15:58:39.000,android,com.android.chrome,Chrome,1 Sat 01:18:59.001,android,com.aware.phone,AWARE,0
Sat 17:48:59.000,android,com.android.launcher3,Launcher3,1 Sat 01:19:11.001,android,com.android.launcher3,Launcher3,1
Sat 17:49:11.000,android,com.aware.phone,AWARE,0 Sat 01:19:30.001,android,com.android.chrome,Chrome,1
Sat 17:50:02.000,android,com.android.systemui,System UI,1 Sat 15:58:11.001,android,com.aware.plugin.fitbit,AWARE: Fitbit,0
Sat 17:50:11.000,android,com.aware.phone,AWARE,0 Sat 15:58:39.001,android,com.android.chrome,Chrome,1
Sat 21:53:26.000,android,com.android.systemui,System UI,1 Sat 17:48:59.001,android,com.android.launcher3,Launcher3,1
Sat 21:53:49.000,android,com.android.chrome,Chrome,1 Sat 17:49:11.001,android,com.aware.phone,AWARE,0
Sat 21:56:11.000,android,com.facebook.orca,Messenger,0 Sat 17:50:02.001,android,com.android.systemui,System UI,1
Sat 21:56:35.000,android,com.google.android.inputmethod.latin,Gboard,1 Sat 17:50:11.001,android,com.aware.phone,AWARE,0
Sun 00:05:11.001,android,com.android.systemui,System UI,1 Sat 21:53:26.001,android,com.android.systemui,System UI,1
Sun 00:05:37.001,android,com.facebook.orca,Messenger,0 Sat 21:53:49.001,android,com.android.chrome,Chrome,1
Sun 00:06:49.001,android,com.android.chrome,Chrome,1 Sat 21:56:11.001,android,com.facebook.orca,Messenger,0
Sun 00:06:59.001,android,com.android.systemui,System UI,1 Sat 21:56:35.001,android,com.google.android.inputmethod.latin,Gboard,1
Sun 00:07:09.001,android,com.android.chrome,Chrome,1 Sun 00:05:11.001,android,com.android.systemui,System UI,1
Sun 00:07:30.001,android,com.microsoft.office.outlook,Outlook,0 Sun 00:05:37.001,android,com.facebook.orca,Messenger,0
Sun 00:07:48.001,android,com.android.chrome,Chrome,1 Sun 00:06:49.001,android,com.android.chrome,Chrome,1
Sun 04:55:10.001,android,com.android.launcher3,Launcher3,1 Sun 00:06:59.001,android,com.android.systemui,System UI,1
Sun 04:55:30.001,android,com.google.android.gm,Gmail,1 Sun 00:07:09.001,android,com.android.chrome,Chrome,1
Sun 05:10:00.001,android,com.android.launcher3,Launcher3,1 Sun 00:07:30.001,android,com.microsoft.office.outlook,Outlook,0
Sun 05:10:30.001,android,com.android.systemui,System UI,1 Sun 00:07:48.001,android,com.android.chrome,Chrome,1
Sun 05:11:00.001,android,com.android.settings,Settings,1 Sun 04:55:10.001,android,com.android.launcher3,Launcher3,1
Sun 05:13:00.001,android,com.android.launcher3,Launcher3,1 Sun 04:55:30.001,android,com.google.android.gm,Gmail,1
Sun 22:02:00.001,android,com.android.systemui,System UI,1 Sun 05:10:00.001,android,com.android.launcher3,Launcher3,1
Sun 22:02:30.001,android,com.android.launcher3,Launcher3,1 Sun 05:10:30.001,android,com.android.systemui,System UI,1
Sun 22:03:00.001,android,com.fanduel.android.self,FanDuel,0 Sun 05:11:00.001,android,com.android.settings,Settings,1
Sun 22:04:00.001,android,com.android.launcher3,Launcher3,1 Sun 05:13:00.001,android,com.android.launcher3,Launcher3,1
Sun 22:04:10.001,android,com.android.chrome,Chrome,1 Sun 22:02:00.001,android,com.android.systemui,System UI,1
Sun 22:04:20.001,android,Gboard,1 Sun 22:02:30.001,android,com.android.launcher3,Launcher3,1
Mon 03:01:01.001,android,System UI,1 Sun 22:03:00.001,android,com.fanduel.android.self,FanDuel,0
Mon 03:01:20.001,android,Chrome,1 Sun 22:04:00.001,android,com.android.launcher3,Launcher3,1
Mon 03:03:46.001,android,com.android.systemui,System UI,1 Sun 22:04:10.001,android,com.android.chrome,Chrome,1
Mon 03:03:50.001,android,com.android.chrome,Chrome,1 Sun 22:04:20.001,android,com.google.android.inputmethod.latin,Gboard,1
Mon 21:05:00.001,android,com.android.launcher3,Launcher3,1 Mon 03:01:01.001,android,com.android.systemui,System UI,1
Mon 21:05:15.001,android,com.android.systemui,System UI,1 Mon 03:01:20.001,android,com.android.chrome,Chrome,1
Mon 21:05:29.001,android,com.facebook.orca,Messenger,0 Mon 03:03:46.001,android,com.android.systemui,System UI,1
Mon 21:09:48.001,android,com.android.systemui,System UI,1 Mon 03:03:50.001,android,com.android.chrome,Chrome,1
Mon 21:10:00.001,android,com.facebook.orca,Messenger,0 Mon 21:05:00.001,android,com.android.launcher3,Launcher3,1
Mon 21:13:09.001,android,com.android.launcher3,Launcher3,1 Mon 21:05:15.001,android,com.android.systemui,System UI,1
Mon 21:13:29.001,android,com.facebook.katana,Facebook,0 Mon 21:05:29.001,android,com.facebook.orca,Messenger,0
Mon 21:21:49.001,android,com.android.launcher3,Launcher3,1 Mon 21:09:48.001,android,com.android.systemui,System UI,1
Mon 21:22:00.001,android,com.facebook.katana,Facebook,0 Mon 21:10:00.001,android,com.facebook.orca,Messenger,0
Mon 21:25:08.001,android,com.google.android.inputmethod.latin,Gboard,1 Mon 21:13:09.001,android,com.android.launcher3,Launcher3,1
Mon 21:27:00.001,android,com.facebook.katana,Facebook,0 Mon 21:13:29.001,android,com.facebook.katana,Facebook,0
Mon 21:28:46.001,android,com.google.android.inputmethod.latin,Gboard,1 Mon 21:21:49.001,android,com.android.launcher3,Launcher3,1
Mon 21:30:05.001,android,com.facebook.katana,Facebook,0 Mon 21:22:00.001,android,com.facebook.katana,Facebook,0
Mon 21:25:08.001,android,com.google.android.inputmethod.latin,Gboard,1
Mon 21:27:00.001,android,com.facebook.katana,Facebook,0
Mon 21:28:46.001,android,com.google.android.inputmethod.latin,Gboard,1
Mon 21:30:05.001,android,com.facebook.katana,Facebook,0
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tests/settings/mtz_event_config.yaml
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@ -119,12 +119,15 @@ PHONE_APPLICATIONS_FOREGROUND:
MULTIPLE_CATEGORIES: MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"] social: ["socialnetworks", "socialmediatools"]
entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"] entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"]
CUSTOM_CATEGORIES:
social_media: ['com.google.android.youtube','com.snapchat.android','com.instagram.android','com.zhiliaoapp.musically','com.facebook.katana']
dating: ['com.tinder','com.relance.happycouple','com.kiwi.joyride']
SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps
EXCLUDED_CATEGORIES: [] EXCLUDED_CATEGORIES: []
EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"] EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"]
FEATURES: FEATURES:
APP_EVENTS: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"] APP_EVENTS: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["minduration", "maxduration", "meanduration", "sumduration"] APP_EPISODES: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable
IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable
SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py

7
tests/settings/mtz_frequency_config.yaml
View File

@ -119,12 +119,15 @@ PHONE_APPLICATIONS_FOREGROUND:
MULTIPLE_CATEGORIES: MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"] social: ["socialnetworks", "socialmediatools"]
entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"] entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"]
CUSTOM_CATEGORIES:
social_media: ['com.google.android.youtube','com.snapchat.android','com.instagram.android','com.zhiliaoapp.musically','com.facebook.katana']
dating: ['com.tinder','com.relance.happycouple','com.kiwi.joyride']
SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps
EXCLUDED_CATEGORIES: [] EXCLUDED_CATEGORIES: []
EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"] EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"]
FEATURES: FEATURES:
APP_EVENTS: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"] APP_EVENTS: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["minduration", "maxduration", "meanduration", "sumduration"] APP_EPISODES: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable
IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable
SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py

7
tests/settings/mtz_periodic_config.yaml
View File

@ -119,12 +119,15 @@ PHONE_APPLICATIONS_FOREGROUND:
MULTIPLE_CATEGORIES: MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"] social: ["socialnetworks", "socialmediatools"]
entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"] entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"]
CUSTOM_CATEGORIES:
social_media: ['com.google.android.youtube','com.snapchat.android','com.instagram.android','com.zhiliaoapp.musically','com.facebook.katana']
dating: ['com.tinder','com.relance.happycouple','com.kiwi.joyride']
SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps
EXCLUDED_CATEGORIES: [] EXCLUDED_CATEGORIES: []
EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"] EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"]
FEATURES: FEATURES:
APP_EVENTS: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"] APP_EVENTS: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["minduration", "maxduration", "meanduration", "sumduration"] APP_EPISODES: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable
IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable
SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py

7
tests/settings/stz_event_config.yaml
View File

@ -119,12 +119,15 @@ PHONE_APPLICATIONS_FOREGROUND:
MULTIPLE_CATEGORIES: MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"] social: ["socialnetworks", "socialmediatools"]
entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"] entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"]
CUSTOM_CATEGORIES:
social_media: ['com.google.android.youtube','com.snapchat.android','com.instagram.android','com.zhiliaoapp.musically','com.facebook.katana']
dating: ['com.tinder','com.relance.happycouple','com.kiwi.joyride']
SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps
EXCLUDED_CATEGORIES: [] EXCLUDED_CATEGORIES: []
EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"] EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"]
FEATURES: FEATURES:
APP_EVENTS: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"] APP_EVENTS: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["minduration", "maxduration", "meanduration", "sumduration"] APP_EPISODES: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable
IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable
SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py

3
tests/settings/stz_frequency_config.yaml
View File

@ -119,6 +119,9 @@ PHONE_APPLICATIONS_FOREGROUND:
MULTIPLE_CATEGORIES: MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"] social: ["socialnetworks", "socialmediatools"]
entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"] entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"]
CUSTOM_CATEGORIES:
social_media: ['com.google.android.youtube','com.snapchat.android','com.instagram.android','com.zhiliaoapp.musically','com.facebook.katana']
dating: ['com.tinder','com.relance.happycouple','com.kiwi.joyride']
SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps
EXCLUDED_CATEGORIES: [] EXCLUDED_CATEGORIES: []
EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"] EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"]

7
tests/settings/stz_periodic_config.yaml
View File

@ -119,12 +119,15 @@ PHONE_APPLICATIONS_FOREGROUND:
MULTIPLE_CATEGORIES: MULTIPLE_CATEGORIES:
social: ["socialnetworks", "socialmediatools"] social: ["socialnetworks", "socialmediatools"]
entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"] entertainment: ["entertainment", "gamingknowledge", "gamingcasual", "gamingadventure", "gamingstrategy", "gamingtoolscommunity", "gamingroleplaying", "gamingaction", "gaminglogic", "gamingsports", "gamingsimulation"]
CUSTOM_CATEGORIES:
social_media: ['com.google.android.youtube','com.snapchat.android','com.instagram.android','com.zhiliaoapp.musically','com.facebook.katana']
dating: ['com.tinder','com.relance.happycouple','com.kiwi.joyride']
SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps SINGLE_APPS: ["top1global", "com.facebook.moments", "com.google.android.youtube", "com.twitter.android"] # There's no entropy for single apps
EXCLUDED_CATEGORIES: [] EXCLUDED_CATEGORIES: []
EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"] EXCLUDED_APPS: ["com.fitbit.FitbitMobile", "com.aware.plugin.upmc.cancer"]
FEATURES: FEATURES:
APP_EVENTS: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"] APP_EVENTS: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES: ["minduration", "maxduration", "meanduration", "sumduration"] APP_EPISODES: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable IGNORE_EPISODES_SHORTER_THAN: 0 # in minutes, set to 0 to disable
IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable IGNORE_EPISODES_LONGER_THAN: 300 # in minutes, set to 0 to disable
SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py SRC_SCRIPT: src/features/phone_applications_foreground/rapids/main.py

25
tools/config.schema.yaml
View File

@ -376,10 +376,27 @@ properties:
items: items:
type: string type: string
FEATURES: FEATURES:
uniqueItems: True type: ["null", object]
items: required: [APP_EVENTS, APP_EPISODES]
type: string properties:
enum: ["count", "timeoffirstuse", "timeoflastuse", "frequencyentropy"] APP_EVENTS:
type: array
uniqueItems: True
items:
type: string
enum: ["countevent", "timeoffirstuse", "timeoflastuse", "frequencyentropy"]
APP_EPISODES:
type: array
uniqueItems: True
items:
type: string
enum: ["countepisode", "minduration", "maxduration", "meanduration", "sumduration"]
IGNORE_EPISODES_SHORTER_THAN:
type: integer
minimum: 0
IGNORE_EPISODES_LONGER_THAN:
type: integer
minimum: 0
PHONE_APPLICATIONS_NOTIFICATIONS: PHONE_APPLICATIONS_NOTIFICATIONS:
type: object type: object