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RAPIDS
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Testing
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Initializing search
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RAPIDS
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Home
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Setup
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Setup
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Overview
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Minimal Example
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Installation
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Configuration
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Execution
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Citation
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Data Streams
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< span class = "md-nav__icon md-icon" > < / span >
< / label >
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< nav class = "md-nav" aria-label = "Data Streams" data-md-level = "1" >
< label class = "md-nav__title" for = "__nav_3" >
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< span class = "md-nav__icon md-icon" > < / span >
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Data Streams
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< / label >
< ul class = "md-nav__list" data-md-scrollfix >
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< a href = "../../datastreams/data-streams-introduction/" class = "md-nav__link" >
Introduction
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< / li >
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< label class = "md-nav__link" for = "__nav_3_2" >
Phone
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< / label >
< nav class = "md-nav" aria-label = "Phone" data-md-level = "2" >
< label class = "md-nav__title" for = "__nav_3_2" >
< span class = "md-nav__icon md-icon" > < / span >
Phone
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< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
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< a href = "../../datastreams/aware-mysql/" class = "md-nav__link" >
aware_mysql
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< / a >
< / li >
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< li class = "md-nav__item" >
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< a href = "../../datastreams/aware-csv/" class = "md-nav__link" >
aware_csv
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< / li >
< li class = "md-nav__item" >
< a href = "../../datastreams/aware-influxdb/" class = "md-nav__link" >
aware_influxdb (beta)
< / a >
< / li >
< li class = "md-nav__item" >
< a href = "../../datastreams/mandatory-phone-format/" class = "md-nav__link" >
Mandatory Phone Format
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< / li >
< / ul >
< / nav >
< / li >
< li class = "md-nav__item md-nav__item--nested" >
< input class = "md-nav__toggle md-toggle" data-md-toggle = "__nav_3_3" type = "checkbox" id = "__nav_3_3" >
< label class = "md-nav__link" for = "__nav_3_3" >
Fitbit
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< / label >
< nav class = "md-nav" aria-label = "Fitbit" data-md-level = "2" >
< label class = "md-nav__title" for = "__nav_3_3" >
< span class = "md-nav__icon md-icon" > < / span >
Fitbit
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< ul class = "md-nav__list" data-md-scrollfix >
< li class = "md-nav__item" >
< a href = "../../datastreams/fitbitjson-mysql/" class = "md-nav__link" >
fitbitjson_mysql
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< / li >
< li class = "md-nav__item" >
< a href = "../../datastreams/fitbitjson-csv/" class = "md-nav__link" >
fitbitjson_csv
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< / li >
< li class = "md-nav__item" >
< a href = "../../datastreams/fitbitparsed-mysql/" class = "md-nav__link" >
fitbitparsed_mysql
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< / li >
< li class = "md-nav__item" >
< a href = "../../datastreams/fitbitparsed-csv/" class = "md-nav__link" >
fitbitparsed_csv
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< / li >
< li class = "md-nav__item" >
< a href = "../../datastreams/mandatory-fitbit-format/" class = "md-nav__link" >
Mandatory Fitbit Format
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< / li >
< / ul >
< / nav >
< / li >
< li class = "md-nav__item md-nav__item--nested" >
< input class = "md-nav__toggle md-toggle" data-md-toggle = "__nav_3_4" type = "checkbox" id = "__nav_3_4" >
< label class = "md-nav__link" for = "__nav_3_4" >
Empatica
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< / label >
< nav class = "md-nav" aria-label = "Empatica" data-md-level = "2" >
< label class = "md-nav__title" for = "__nav_3_4" >
< span class = "md-nav__icon md-icon" > < / span >
Empatica
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< ul class = "md-nav__list" data-md-scrollfix >
< li class = "md-nav__item" >
< a href = "../../datastreams/empatica-zip/" class = "md-nav__link" >
empatica_zip
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< / li >
< li class = "md-nav__item" >
< a href = "../../datastreams/mandatory-empatica-format/" class = "md-nav__link" >
Mandatory Empatica Format
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< / li >
< / ul >
< / nav >
< / li >
< li class = "md-nav__item" >
< a href = "../../datastreams/add-new-data-streams/" class = "md-nav__link" >
Add New Data Streams
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< / a >
< / li >
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< / ul >
< / nav >
< / li >
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< li class = "md-nav__item md-nav__item--section md-nav__item--nested" >
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< input class = "md-nav__toggle md-toggle" data-md-toggle = "__nav_4" type = "checkbox" id = "__nav_4" >
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< label class = "md-nav__link" for = "__nav_4" >
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Behavioral Features
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Behavioral Features" data-md-level = "1" >
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< label class = "md-nav__title" for = "__nav_4" >
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< span class = "md-nav__icon md-icon" > < / span >
Behavioral Features
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "../../features/feature-introduction/" class = "md-nav__link" >
Introduction
< / a >
< / li >
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< li class = "md-nav__item md-nav__item--nested" >
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< input class = "md-nav__toggle md-toggle" data-md-toggle = "__nav_4_2" type = "checkbox" id = "__nav_4_2" >
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< label class = "md-nav__link" for = "__nav_4_2" >
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Phone
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Phone" data-md-level = "2" >
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< label class = "md-nav__title" for = "__nav_4_2" >
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< span class = "md-nav__icon md-icon" > < / span >
Phone
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "../../features/phone-accelerometer/" class = "md-nav__link" >
Phone Accelerometer
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-activity-recognition/" class = "md-nav__link" >
Phone Activity Recognition
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-applications-crashes/" class = "md-nav__link" >
Phone Applications Crashes
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-applications-foreground/" class = "md-nav__link" >
Phone Applications Foreground
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-applications-notifications/" class = "md-nav__link" >
Phone Applications Notifications
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-battery/" class = "md-nav__link" >
Phone Battery
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-bluetooth/" class = "md-nav__link" >
Phone Bluetooth
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-calls/" class = "md-nav__link" >
Phone Calls
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-conversation/" class = "md-nav__link" >
Phone Conversation
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-data-yield/" class = "md-nav__link" >
Phone Data Yield
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-keyboard/" class = "md-nav__link" >
Phone Keyboard
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-light/" class = "md-nav__link" >
Phone Light
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-locations/" class = "md-nav__link" >
Phone Locations
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-log/" class = "md-nav__link" >
Phone Log
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-messages/" class = "md-nav__link" >
Phone Messages
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-screen/" class = "md-nav__link" >
Phone Screen
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-wifi-connected/" class = "md-nav__link" >
Phone WiFI Connected
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/phone-wifi-visible/" class = "md-nav__link" >
Phone WiFI Visible
< / a >
< / li >
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< / ul >
< / nav >
< / li >
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< li class = "md-nav__item md-nav__item--nested" >
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< input class = "md-nav__toggle md-toggle" data-md-toggle = "__nav_4_3" type = "checkbox" id = "__nav_4_3" >
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< label class = "md-nav__link" for = "__nav_4_3" >
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Fitbit
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Fitbit" data-md-level = "2" >
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< label class = "md-nav__title" for = "__nav_4_3" >
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< span class = "md-nav__icon md-icon" > < / span >
Fitbit
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "../../features/fitbit-data-yield/" class = "md-nav__link" >
Fitbit Data Yield
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/fitbit-heartrate-summary/" class = "md-nav__link" >
Fitbit Heart Rate Summary
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/fitbit-heartrate-intraday/" class = "md-nav__link" >
Fitbit Heart Rate Intraday
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/fitbit-sleep-summary/" class = "md-nav__link" >
Fitbit Sleep Summary
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/fitbit-sleep-intraday/" class = "md-nav__link" >
Fitbit Sleep Intraday
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/fitbit-steps-summary/" class = "md-nav__link" >
Fitbit Steps Summary
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/fitbit-steps-intraday/" class = "md-nav__link" >
Fitbit Steps Intraday
< / a >
< / li >
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< / ul >
< / nav >
< / li >
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< li class = "md-nav__item md-nav__item--nested" >
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< input class = "md-nav__toggle md-toggle" data-md-toggle = "__nav_4_4" type = "checkbox" id = "__nav_4_4" >
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< label class = "md-nav__link" for = "__nav_4_4" >
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Empatica
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Empatica" data-md-level = "2" >
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< label class = "md-nav__title" for = "__nav_4_4" >
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< span class = "md-nav__icon md-icon" > < / span >
Empatica
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
< li class = "md-nav__item" >
< a href = "../../features/empatica-accelerometer/" class = "md-nav__link" >
Empatica Accelerometer
< / a >
< / li >
< li class = "md-nav__item" >
< a href = "../../features/empatica-heartrate/" class = "md-nav__link" >
Empatica Heart Rate
< / a >
< / li >
< li class = "md-nav__item" >
< a href = "../../features/empatica-temperature/" class = "md-nav__link" >
Empatica Temperature
< / a >
< / li >
< li class = "md-nav__item" >
< a href = "../../features/empatica-electrodermal-activity/" class = "md-nav__link" >
Empatica Electrodermal Activity
< / a >
< / li >
< li class = "md-nav__item" >
< a href = "../../features/empatica-blood-volume-pulse/" class = "md-nav__link" >
Empatica Blood Volume Pulse
< / a >
< / li >
< li class = "md-nav__item" >
< a href = "../../features/empatica-inter-beat-interval/" class = "md-nav__link" >
Empatica Inter Beat Interval
< / a >
< / li >
< li class = "md-nav__item" >
< a href = "../../features/empatica-tags/" class = "md-nav__link" >
Empatica Tags
< / a >
< / li >
< / ul >
< / nav >
< / li >
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< li class = "md-nav__item" >
< a href = "../../features/add-new-features/" class = "md-nav__link" >
Add New Features
< / a >
< / li >
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< / ul >
< / nav >
< / li >
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< li class = "md-nav__item md-nav__item--section md-nav__item--nested" >
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< input class = "md-nav__toggle md-toggle" data-md-toggle = "__nav_5" type = "checkbox" id = "__nav_5" >
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< label class = "md-nav__link" for = "__nav_5" >
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Visualizations
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Visualizations" data-md-level = "1" >
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< label class = "md-nav__title" for = "__nav_5" >
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< span class = "md-nav__icon md-icon" > < / span >
Visualizations
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "../../visualizations/data-quality-visualizations/" class = "md-nav__link" >
Data Quality
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../../visualizations/feature-visualizations/" class = "md-nav__link" >
Features
< / a >
< / li >
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< / ul >
< / nav >
< / li >
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< li class = "md-nav__item md-nav__item--section md-nav__item--nested" >
< input class = "md-nav__toggle md-toggle" data-md-toggle = "__nav_6" type = "checkbox" id = "__nav_6" >
< label class = "md-nav__link" for = "__nav_6" >
Analysis Workflows
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< nav class = "md-nav" aria-label = "Analysis Workflows" data-md-level = "1" >
< label class = "md-nav__title" for = "__nav_6" >
< span class = "md-nav__icon md-icon" > < / span >
Analysis Workflows
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
< li class = "md-nav__item" >
< a href = "../../workflow-examples/analysis/" class = "md-nav__link" >
Complete Example
< / a >
< / li >
< / ul >
< / nav >
< / li >
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< li class = "md-nav__item md-nav__item--active md-nav__item--section md-nav__item--nested" >
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< input class = "md-nav__toggle md-toggle" data-md-toggle = "__nav_7" type = "checkbox" id = "__nav_7" checked >
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< label class = "md-nav__link" for = "__nav_7" >
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Developers
< span class = "md-nav__icon md-icon" > < / span >
< / label >
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< nav class = "md-nav" aria-label = "Developers" data-md-level = "1" >
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< label class = "md-nav__title" for = "__nav_7" >
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< span class = "md-nav__icon md-icon" > < / span >
Developers
< / label >
< ul class = "md-nav__list" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "../git-flow/" class = "md-nav__link" >
Git Flow
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../remote-support/" class = "md-nav__link" >
Remote Support
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../virtual-environments/" class = "md-nav__link" >
Virtual Environments
< / a >
< / li >
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< li class = "md-nav__item" >
< a href = "../documentation/" class = "md-nav__link" >
Documentation
< / a >
< / li >
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< li class = "md-nav__item md-nav__item--active" >
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< input class = "md-nav__toggle md-toggle" data-md-toggle = "toc" type = "checkbox" id = "__toc" >
< label class = "md-nav__link md-nav__link--active" for = "__toc" >
Testing
< span class = "md-nav__icon md-icon" > < / span >
< / label >
< a href = "./" class = "md-nav__link md-nav__link--active" >
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Testing
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< / a >
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< nav class = "md-nav md-nav--secondary" aria-label = "Table of contents" >
< label class = "md-nav__title" for = "__toc" >
< span class = "md-nav__icon md-icon" > < / span >
Table of contents
< / label >
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< ul class = "md-nav__list" data-md-component = "toc" data-md-scrollfix >
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< li class = "md-nav__item" >
< a href = "#steps-for-testing" class = "md-nav__link" >
Steps for Testing
< / a >
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< / li >
< li class = "md-nav__item" >
< a href = "#output-example" class = "md-nav__link" >
Output example
< / a >
< / li >
< li class = "md-nav__item" >
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< svg xmlns = "http://www.w3.org/2000/svg" viewBox = "0 0 24 24" > < path d = "M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25z" / > < / svg >
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< h1 id = "testing" > Testing< a class = "headerlink" href = "#testing" title = "Permanent link" > ¶ < / a > < / h1 >
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< p > The following is a simple guide to run RAPIDS’ tests. All files necessary for testing are stored in the < code > ./tests/< / code > directory< / p >
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< h2 id = "steps-for-testing" > Steps for Testing< a class = "headerlink" href = "#steps-for-testing" title = "Permanent link" > ¶ < / a > < / h2 >
< ol >
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< li > < strong > Add raw data.< / strong > < ol >
< li > Add the raw data to the corresponding sensor CSV file in < code > tests/data/external/aware_csv< / code > . Create the CSV if it does not exist.< / li >
< / ol >
< / li >
< li > < strong > Link raw data.< / strong > < ol >
< li > Make sure that you link the new raw data to a participant by using the same < code > device_id< / code > in the data and in < code > [DEVICE_IDS]< / code > inside their participant file (< code > tests/data/external/participant_files/testXX.yaml< / code > ). < / li >
< li > Create the participant file if it does not exist, and don’ t forget to edit < code > [PIDS]< / code > in the config file of the time segments you are testing (see below). For simplicity, we use a participant’ s id (< code > testXX< / code > ) as their < code > device_id< / code > .< / li >
< / ol >
< / li >
< li > < strong > Edit the config file.< / strong > < ol >
< li > Activate the sensor provider you are testing if it isn’ t already. Set < code > [SENSOR][PROVIDER][COMPUTE]< / code > to < code > TRUE< / code > in the < code > config.yaml< / code > of the time segments you are testing:
< div class = "highlight" > < pre > < span > < / span > < code > < span class = "p p-Indicator" > -< / span > < span class = "l l-Scalar l-Scalar-Plain" > tests/settings/frequency_config.yaml< / span > < span class = "c1" > # For frequency time segments< / span >
< span class = "p p-Indicator" > -< / span > < span class = "l l-Scalar l-Scalar-Plain" > tests/settings/periodic_config.yaml< / span > < span class = "c1" > # For periodic time segments< / span >
< span class = "c1" > # We have not tested events time segments yet< / span >
< / code > < / pre > < / div > < / li >
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< / ol >
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< / li >
< li > < strong > Run the pipeline and tests.< / strong > < ol >
< li > You can run all time segments pipelines and their tests
< div class = "highlight" > < pre > < span > < / span > < code > tests/scripts/run_tests.sh -t all
< / code > < / pre > < / div > < / li >
< li > You can run only the pipeline of a specific time segment and its tests
< div class = "highlight" > < pre > < span > < / span > < code > tests/scripts/run_tests.sh -t frequency -a both
< / code > < / pre > < / div > < / li >
< li > Or, if you are working on your tests and you want to run a pipeline and its tests independently
< div class = "highlight" > < pre > < span > < / span > < code > tests/scripts/run_tests.sh -t frequency -a run
tests/scripts/run_tests.sh -t frequency -a < span class = "nb" > test< / span >
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< h2 id = "output-example" > Output example< a class = "headerlink" href = "#output-example" title = "Permanent link" > ¶ < / a > < / h2 >
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< p > The following is a snippet of the output you should see after running your test.< / p >
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< div class = "highlight" > < pre > < span > < / span > < code > test_sensors_files_exist < span class = "o" > (< / span > test_sensor_features.TestSensorFeatures< span class = "o" > )< / span > ... periodic
ok
test_sensors_features_calculations < span class = "o" > (< / span > test_sensor_features.TestSensorFeatures< span class = "o" > )< / span > ... periodic
ok
test_sensors_files_exist < span class = "o" > (< / span > test_sensor_features.TestSensorFeatures< span class = "o" > )< / span > ... frequency
ok
test_sensors_features_calculations < span class = "o" > (< / span > test_sensor_features.TestSensorFeatures< span class = "o" > )< / span > ... frequency
FAIL
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< / code > < / pre > < / div >
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< p > The results above show that the for periodic both < code > test_sensors_files_exist< / code > and < code > test_sensors_features_calculations< / code > passed while for frequency first test < code > test_sensors_files_exist< / code > passed while < code > test_sensors_features_calculations< / code > failed. Additionally, you should get the traceback of the failure (not shown here). For more information on how to implement test scripts and use unittest please see < a href = "https://docs.python.org/3.7/library/unittest.html#command-line-interface" > Unittest Documentation< / a > < / p >
< p > Testing of the RAPIDS sensors and features is a work-in-progress. Please see < a href = "../test-cases" > Test Cases< / a > for a list of sensors and features that have testing currently available.< / p >
< h2 id = "how-do-we-execute-the-tests" > How do we execute the tests?< a class = "headerlink" href = "#how-do-we-execute-the-tests" title = "Permanent link" > ¶ < / a > < / h2 >
< p > This bash script < code > tests/scripts/run_tests.sh< / code > executes one or all pipelines for different time segment types (< code > frequency< / code > , < code > periodic< / code > , and < code > events< / code > ) as well as their tests (see below).< / p >
< p > This python script < code > tests/scripts/run_tests.py< / code > runs the tests. It parses the involved participants and active sensor providers in the < code > config.yaml< / code > file of the time segment type being tested. We test that the output file we expect exists and that its content matches the expected values.< / p >
< details class = "example" > < summary > Example of raw data for PHONE_APPLICATIONS_FOREGROUND testing< / summary > < table class = "highlighttable" > < tr > < td class = "linenos" > < div class = "linenodiv" > < pre > < span > < / span > < span class = "normal" > 1< / span >
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< span class = "normal" > 85< / span > < / pre > < / div > < / td > < td class = "code" > < div class = "highlight" > < pre > < span > < / span > < code > < span class = "hll" > < span class = "s2" > " timestamp" < / span > < span class = "p" > ,< / span > < span class = "s2" > " device_id" < / span > < span class = "p" > ,< / span > < span class = "s2" > " package_name" < / span > < span class = "p" > ,< / span > < span class = "s2" > " application_name" < / span > < span class = "p" > ,< / span > < span class = "s2" > " is_system_app" < / span >
< / span > < span class = "hll" > < span class = "mi" > 1593946320761< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " tv.twitch.android.app" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Twitch" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< / span > < span class = "mi" > 1593961974942< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.google.android.gms" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Google" < / span > < span class = "p" > ,< / span > < span class = "mi" > 1< / span >
< span class = "hll" > < span class = "mi" > 1593958144033< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " tv.twitch.android.app" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Twitch" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< / span > < span class = "mi" > 1593947228964< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.google.android.apps.youtube.creator" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Youtube Video Creater" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1593951572326< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.netflix.mediaclient" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Netflix" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1593950554868< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.supercell.clashofclans" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Clash of Clans" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1593964799620< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " tv.twitch.android.app" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Twitch" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1593974241305< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.facebook.moments" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Facebook Moments" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1593969483540< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.facebook.moments" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Facebook Moments" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1593977289581< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.fitbit.FitbitMobile" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Fitbit" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1593970763367< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.netflix.mediaclient" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Netflix" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1593964867720< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.supercell.clashofclans" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Clash of Clans" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1593974942995< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.google.android.gm" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Gmail" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1593986399351< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.netflix.mediaclient" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Netflix" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1594000139073< / span > < span class = "p" > ,< / span > < span class = "s2" > " test01" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.google.android.gm" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Gmail" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
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< span class = "mi" > 1602559800000< / span > < span class = "p" > ,< / span > < span class = "s2" > " test05" < / span > < span class = "p" > ,< / span > < span class = "s2" > " tv.twitch.android.app" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Twitch" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1602559800000< / span > < span class = "p" > ,< / span > < span class = "s2" > " test05" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.facebook.moments" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Facebook Moments" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1602560800000< / span > < span class = "p" > ,< / span > < span class = "s2" > " test05" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.google.android.gms" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Google" < / span > < span class = "p" > ,< / span > < span class = "mi" > 1< / span >
< span class = "mi" > 1602560800000< / span > < span class = "p" > ,< / span > < span class = "s2" > " test05" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.google.android.youtube" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Youtube" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1602560800000< / span > < span class = "p" > ,< / span > < span class = "s2" > " test05" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.google.android.gms" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Google" < / span > < span class = "p" > ,< / span > < span class = "mi" > 1< / span >
< span class = "mi" > 1602560800000< / span > < span class = "p" > ,< / span > < span class = "s2" > " test05" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.google.android.youtube" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Youtube" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1602561599000< / span > < span class = "p" > ,< / span > < span class = "s2" > " test05" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.facebook.moments" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Facebook Moments" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1602561599000< / span > < span class = "p" > ,< / span > < span class = "s2" > " test05" < / span > < span class = "p" > ,< / span > < span class = "s2" > " tv.twitch.android.app" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Twitch" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< span class = "mi" > 1602561600000< / span > < span class = "p" > ,< / span > < span class = "s2" > " test05" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.google.android.gms" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Google" < / span > < span class = "p" > ,< / span > < span class = "mi" > 1< / span >
< span class = "mi" > 1602561600000< / span > < span class = "p" > ,< / span > < span class = "s2" > " test05" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.google.android.gms" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Google" < / span > < span class = "p" > ,< / span > < span class = "mi" > 1< / span >
< span class = "mi" > 1602563400000< / span > < span class = "p" > ,< / span > < span class = "s2" > " test05" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.google.android.gms" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Google" < / span > < span class = "p" > ,< / span > < span class = "mi" > 1< / span >
< span class = "mi" > 1602563500000< / span > < span class = "p" > ,< / span > < span class = "s2" > " test05" < / span > < span class = "p" > ,< / span > < span class = "s2" > " com.facebook.moments" < / span > < span class = "p" > ,< / span > < span class = "s2" > " Facebook Moments" < / span > < span class = "p" > ,< / span > < span class = "mi" > 0< / span >
< / code > < / pre > < / div >
< / td > < / tr > < / table >
< / details >
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<!-- Add custom comment system integration here -->
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< h2 id = "__comments" > Comments< / h2 >
< script type = "text/javascript" >
var rapids_utterances_theme = false
document.onreadystatechange = function () {
if (document.readyState == "interactive") {
// wait for utterances to load and send it's first message.
addEventListener('message', event => {
if (event.origin !== 'https://utteranc.es' || rapids_utterances_theme == true) {
return;
}
rapids_utterances_theme = true
if(document.body.getAttribute("data-md-color-scheme") == "default")
document.querySelector("iframe.utterances-frame").contentWindow.postMessage({ type: "set-theme", theme: "github-light" },"https://utteranc.es/")
else
document.querySelector("iframe.utterances-frame").contentWindow.postMessage({ type: "set-theme", theme: "photon-dark" },"https://utteranc.es/")
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document.getElementById('__palette_1').onclick = function(){
document.querySelector("iframe.utterances-frame").contentWindow.postMessage({ type: "set-theme", theme: "github-light" },"https://utteranc.es/")
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document.getElementById('__palette_2').onclick = function(){
document.querySelector("iframe.utterances-frame").contentWindow.postMessage({ type: "set-theme", theme: "photon-dark" },"https://utteranc.es/")
}
}
}
< / script >
< script src = "https://utteranc.es/client.js"
repo="carissalow/rapids"
issue-term="pathname"
label="docs comments"
theme="github-light"
crossorigin="anonymous"
async>
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< / main >
< footer class = "md-footer" >
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< nav class = "md-footer__inner md-grid" aria-label = "Footer" >
< a href = "../documentation/" class = "md-footer__link md-footer__link--prev" rel = "prev" >
< div class = "md-footer__button md-icon" >
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< div class = "md-footer__title" >
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< span class = "md-footer__direction" >
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< a href = "../test-cases/" class = "md-footer__link md-footer__link--next" rel = "next" >
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< div class = "md-footer__button md-icon" >
< svg xmlns = "http://www.w3.org/2000/svg" viewBox = "0 0 24 24" > < path d = "M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11H4z" / > < / svg >
< / div >
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< div class = "md-footer-meta md-typeset" >
< div class = "md-footer-meta__inner md-grid" >
< div class = "md-footer-copyright" >
< div class = "md-footer-copyright__highlight" >
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< a href = "https://squidfunk.github.io/mkdocs-material/" target = "_blank" rel = "noopener" >
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Material for MkDocs Insiders
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< div class = "md-footer-social" >
< a href = "https://twitter.com/julio_ui" target = "_blank" rel = "noopener" title = "twitter.com" class = "md-footer-social__link" >
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< div class = "md-dialog" data-md-component = "dialog" >
< div class = "md-dialog__inner md-typeset" > < / div >
< / div >
< script id = "__config" type = "application/json" > { "base" : "../.." , "features" : [ "navigation.sections" , "search.suggest" , "search.highlight" ] , "translations" : { "clipboard.copy" : "Copy to clipboard" , "clipboard.copied" : "Copied to clipboard" , "search.config.lang" : "en" , "search.config.pipeline" : "trimmer, stopWordFilter" , "search.config.separator" : "[\\s\\-]+" , "search.placeholder" : "Search" , "search.result.placeholder" : "Type to start searching" , "search.result.none" : "No matching documents" , "search.result.one" : "1 matching document" , "search.result.other" : "# matching documents" , "search.result.more.one" : "1 more on this page" , "search.result.more.other" : "# more on this page" , "search.result.term.missing" : "Missing" } , "search" : "../../assets/javascripts/workers/search.9849d06a.min.js" , "version" : { "method" : "mike" } } < / script >
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< script src = "../../assets/javascripts/bundle.7da13850.min.js" > < / script >
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< script src = "https://polyfill.io/v3/polyfill.min.js?features=es6" > < / script >
< script src = "https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js" > < / script >
< script src = "../../javascripts/extra.js" > < / script >
< / body >
< / html >
