1347 lines
35 KiB
HTML
1347 lines
35 KiB
HTML
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<!doctype html>
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<html lang="en" class="no-js">
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<link rel="canonical" href="https://www.rapids.science/file-structure/">
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<meta name="generator" content="mkdocs-1.1.2, mkdocs-material-7.0.7+insiders-2.4.0">
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<title>File Structure - RAPIDS</title>
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<style>:root{--md-text-font-family:"Roboto";--md-code-font-family:"Roboto Mono"}</style>
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You're not viewing the latest stable version of RAPIDS.
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<div class="md-header__ellipsis">
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<div class="md-header__topic">
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<span class="md-ellipsis">
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RAPIDS
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<div class="md-header__topic" data-md-component="header-topic">
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<span class="md-ellipsis">
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File Structure
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<input class="md-option" data-md-color-media="" data-md-color-scheme="slate" data-md-color-primary="blue" data-md-color-accent="blue" type="radio" name="__palette" id="__palette_2">
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<nav class="md-search__options" aria-label="Search">
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<div class="md-search__scrollwrap" data-md-scrollfix>
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<div class="md-search-result" data-md-component="search-result">
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<div class="md-search-result__meta">
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Initializing search
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</div>
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<ol class="md-search-result__list"></ol>
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</div>
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</div>
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<div class="md-header__source">
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<a href="https://github.com/carissalow/rapids/" title="Go to repository" class="md-source" data-md-component="source">
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<div class="md-source__icon md-icon">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
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</div>
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<div class="md-source__repository">
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carissalow/rapids
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</div>
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</a>
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</div>
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</nav>
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</header>
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<div class="md-container" data-md-component="container">
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<main class="md-main" data-md-component="main">
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<div class="md-main__inner md-grid">
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<div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
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<div class="md-sidebar__scrollwrap">
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<nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
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<label class="md-nav__title" for="__drawer">
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<a href=".." title="RAPIDS" class="md-nav__button md-logo" aria-label="RAPIDS" data-md-component="logo">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 18.31V20a2 2 0 0 1-2 2H7a2 2 0 0 1-2-2v-3.7c-.46-.18-1.05-.3-2-.3a1 1 0 0 1-1-1 1 1 0 0 1 1-1c.82 0 1.47.08 2 .21V12.3c-.46-.18-1.05-.3-2-.3a1 1 0 0 1-1-1 1 1 0 0 1 1-1c.82 0 1.47.08 2 .21V8.3C4.54 8.12 3.95 8 3 8a1 1 0 0 1-1-1 1 1 0 0 1 1-1c.82 0 1.47.08 2 .21V4a2 2 0 0 1 2-2h10a2 2 0 0 1 2 2v2.16c1.78.31 2.54.97 2.71 1.13.39.39.39 1.03 0 1.42-.39.39-.91.38-1.42 0 0 0-1.04-.71-3.29-.71-1.26 0-2.09.41-3.05.9-1.04.51-2.21 1.1-3.95 1.1-.36 0-.69 0-1-.04V7.95c.3.05.63.05 1 .05 1.26 0 2.09-.41 3.05-.89C14.09 6.59 15.27 6 17 6V4H7v16h10v-2c1.5 0 1.97.29 2 .31M17 10c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 11.08 20.25 10 17 10m0 4c-1.73 0-2.91.59-3.95 1.11-.96.48-1.79.89-3.05.89-.37 0-.7 0-1-.05v2.01c.31.04.64.04 1 .04 1.74 0 2.91-.59 3.95-1.1.96-.48 1.79-.9 3.05-.9 2.25 0 3.29.71 3.29.71.51.39 1.03.39 1.42 0 .39-.39.39-1.02 0-1.42C21.5 15.08 20.25 14 17 14z"/></svg>
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</a>
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RAPIDS
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</label>
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<div class="md-nav__source">
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<a href="https://github.com/carissalow/rapids/" title="Go to repository" class="md-source" data-md-component="source">
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<div class="md-source__icon md-icon">
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<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path d="M439.55 236.05 244 40.45a28.87 28.87 0 0 0-40.81 0l-40.66 40.63 51.52 51.52c27.06-9.14 52.68 16.77 43.39 43.68l49.66 49.66c34.23-11.8 61.18 31 35.47 56.69-26.49 26.49-70.21-2.87-56-37.34L240.22 199v121.85c25.3 12.54 22.26 41.85 9.08 55a34.34 34.34 0 0 1-48.55 0c-17.57-17.6-11.07-46.91 11.25-56v-123c-20.8-8.51-24.6-30.74-18.64-45L142.57 101 8.45 235.14a28.86 28.86 0 0 0 0 40.81l195.61 195.6a28.86 28.86 0 0 0 40.8 0l194.69-194.69a28.86 28.86 0 0 0 0-40.81z"/></svg>
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</div>
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<div class="md-source__repository">
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carissalow/rapids
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</div>
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</a>
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</div>
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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=".." class="md-nav__link">
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Home
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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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<label class="md-nav__link" for="__nav_2">
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Setup
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<span class="md-nav__icon md-icon"></span>
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</label>
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<nav class="md-nav" aria-label="Setup" data-md-level="1">
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<label class="md-nav__title" for="__nav_2">
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<span class="md-nav__icon md-icon"></span>
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Setup
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</label>
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<ul class="md-nav__list" data-md-scrollfix>
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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">
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<a href="./" class="md-nav__link md-nav__link--active">
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File Structure
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../setup/installation/" class="md-nav__link">
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Installation
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</a>
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<li class="md-nav__item">
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<a href="../setup/configuration/" class="md-nav__link">
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Configuration
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</a>
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</li>
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<li class="md-nav__item">
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<a href="../setup/execution/" class="md-nav__link">
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Execution
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</a>
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</ul>
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</nav>
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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_3" type="checkbox" id="__nav_3" >
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<label class="md-nav__link" for="__nav_3">
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Example Workflows
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<span class="md-nav__icon md-icon"></span>
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</label>
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<nav class="md-nav" aria-label="Example Workflows" data-md-level="1">
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<label class="md-nav__title" for="__nav_3">
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<span class="md-nav__icon md-icon"></span>
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Example Workflows
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</label>
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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="../workflow-examples/minimal/" class="md-nav__link">
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Minimal
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</a>
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</li>
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<li class="md-nav__item">
|
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<a href="../workflow-examples/analysis/" class="md-nav__link">
|
|
Analysis
|
|
</a>
|
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</li>
|
|
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</ul>
|
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</nav>
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</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">
|
|
Behavioral Features
|
|
<span class="md-nav__icon md-icon"></span>
|
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</label>
|
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|
|
<nav class="md-nav" aria-label="Behavioral Features" data-md-level="1">
|
|
<label class="md-nav__title" for="__nav_4">
|
|
<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
|
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</a>
|
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</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">
|
|
Phone
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" aria-label="Phone" data-md-level="2">
|
|
<label class="md-nav__title" for="__nav_4_2">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Phone
|
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</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
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|
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|
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<li class="md-nav__item">
|
|
<a href="../features/phone-accelerometer/" class="md-nav__link">
|
|
Phone Accelerometer
|
|
</a>
|
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</li>
|
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<li class="md-nav__item">
|
|
<a href="../features/phone-activity-recognition/" class="md-nav__link">
|
|
Phone Activity Recognition
|
|
</a>
|
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</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-aware-log/" class="md-nav__link">
|
|
Phone Aware Log
|
|
</a>
|
|
</li>
|
|
|
|
|
|
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|
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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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|
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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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|
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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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|
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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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|
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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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|
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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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|
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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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|
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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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|
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|
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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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|
|
|
|
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|
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|
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|
|
<li class="md-nav__item">
|
|
<a href="../features/phone-wifi-visible/" class="md-nav__link">
|
|
Phone WiFI Visible
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
</li>
|
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|
|
<li class="md-nav__item md-nav__item--nested">
|
|
|
|
|
|
<input class="md-nav__toggle md-toggle" data-md-toggle="__nav_4_3" type="checkbox" id="__nav_4_3" >
|
|
|
|
|
|
|
|
|
|
<label class="md-nav__link" for="__nav_4_3">
|
|
Fitbit
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" aria-label="Fitbit" data-md-level="2">
|
|
<label class="md-nav__title" for="__nav_4_3">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Fitbit
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../features/fitbit-data-yield/" class="md-nav__link">
|
|
Fitbit Data Yield
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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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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|
|
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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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|
|
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|
|
|
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|
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|
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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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|
|
|
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|
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|
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|
|
<li class="md-nav__item">
|
|
<a href="../features/fitbit-steps-intraday/" class="md-nav__link">
|
|
Fitbit Steps Intraday
|
|
</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>
|
|
|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
|
</li>
|
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|
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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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|
|
|
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|
|
<label class="md-nav__link" for="__nav_5">
|
|
Visualizations
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" aria-label="Visualizations" data-md-level="1">
|
|
<label class="md-nav__title" for="__nav_5">
|
|
<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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|
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</ul>
|
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</nav>
|
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</li>
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|
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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_6" type="checkbox" id="__nav_6" >
|
|
|
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|
|
|
|
|
|
<label class="md-nav__link" for="__nav_6">
|
|
Developers
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" aria-label="Developers" data-md-level="1">
|
|
<label class="md-nav__title" for="__nav_6">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Developers
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../developers/git-flow/" class="md-nav__link">
|
|
Git Flow
|
|
</a>
|
|
</li>
|
|
|
|
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|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../developers/remote-support/" class="md-nav__link">
|
|
Remote Support
|
|
</a>
|
|
</li>
|
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|
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|
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|
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|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../developers/virtual-environments/" class="md-nav__link">
|
|
Virtual Environments
|
|
</a>
|
|
</li>
|
|
|
|
|
|
|
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|
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|
|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../developers/documentation/" class="md-nav__link">
|
|
Documentation
|
|
</a>
|
|
</li>
|
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|
|
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|
|
<li class="md-nav__item">
|
|
<a href="../developers/testing/" class="md-nav__link">
|
|
Testing
|
|
</a>
|
|
</li>
|
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|
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|
|
<li class="md-nav__item">
|
|
<a href="../developers/test-cases/" class="md-nav__link">
|
|
Test cases
|
|
</a>
|
|
</li>
|
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|
|
|
|
|
|
|
|
</ul>
|
|
</nav>
|
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</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_7" type="checkbox" id="__nav_7" >
|
|
|
|
|
|
|
|
|
|
<label class="md-nav__link" for="__nav_7">
|
|
Others
|
|
<span class="md-nav__icon md-icon"></span>
|
|
</label>
|
|
|
|
<nav class="md-nav" aria-label="Others" data-md-level="1">
|
|
<label class="md-nav__title" for="__nav_7">
|
|
<span class="md-nav__icon md-icon"></span>
|
|
Others
|
|
</label>
|
|
<ul class="md-nav__list" data-md-scrollfix>
|
|
|
|
|
|
|
|
|
|
|
|
|
|
<li class="md-nav__item">
|
|
<a href="../migrating-from-old-versions/" class="md-nav__link">
|
|
Migrating from beta
|
|
</a>
|
|
</li>
|
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|
|
|
|
|
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|
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|
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<li class="md-nav__item">
|
|
<a href="../code_of_conduct/" class="md-nav__link">
|
|
Code of Conduct
|
|
</a>
|
|
</li>
|
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|
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|
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<li class="md-nav__item">
|
|
<a href="../faq/" class="md-nav__link">
|
|
FAQ
|
|
</a>
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</li>
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<li class="md-nav__item">
|
|
<a href="../team/" class="md-nav__link">
|
|
Team
|
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</a>
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</li>
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<li class="md-nav__item">
|
|
<a href="../change-log/" class="md-nav__link">
|
|
Change Log
|
|
</a>
|
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</li>
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<li class="md-nav__item">
|
|
<a href="../citation/" class="md-nav__link">
|
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Citation
|
|
</a>
|
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</li>
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|
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</ul>
|
|
</nav>
|
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</li>
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|
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</ul>
|
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</nav>
|
|
</div>
|
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</div>
|
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</div>
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|
<div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
|
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<div class="md-sidebar__scrollwrap">
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<div class="md-sidebar__inner">
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<a href="https://github.com/carissalow/rapids/edit/master/docs/file-structure.md" title="Edit this page" class="md-content__button md-icon">
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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="file-structure">File Structure<a class="headerlink" href="#file-structure" title="Permanent link">¶</a></h1>
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<div class="admonition tip">
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<p class="admonition-title">Tip</p>
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<ul>
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<li>Read this page if you want to learn more about how RAPIDS is structured. If you want to start using it go to <a href="../setup/installation/">Installation</a>, then to <a href="../setup/configuration/">Configuration</a>, and then to <a href="../setup/execution/">Execution</a></li>
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<li>All paths mentioned in this page are relative to RAPIDS’ root folder.</li>
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<p>If you want to extract the behavioral features that RAPIDS offers, you will only have to create or modify the <a href="../setup/configuration/#database-credentials"><code>.env</code> file</a>, <a href="../setup/configuration/#participant-files">participants files</a>, <a href="../setup/configuration/#time-segments">time segment files</a>, and the <code>config.yaml</code> file as instructed in the <a href="../setup/configuration">Configuration page</a>. The <code>config.yaml</code> file is the heart of RAPIDS and includes parameters to manage participants, data sources, sensor data, visualizations and more.</p>
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<p>All data is saved in <code>data/</code>. The <code>data/external/</code> folder stores any data imported or created by the user, <code>data/raw/</code> stores sensor data as imported from your database, <code>data/interim/</code> has intermediate files necessary to compute behavioral features from raw data, and <code>data/processed/</code> has all the final files with the behavioral features in folders per participant and sensor.</p>
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<p>RAPIDS source code is saved in <code>src/</code>. The <code>src/data/</code> folder stores scripts to download, clean and pre-process sensor data, <code>src/features</code> has scripts to extract behavioral features organized in their respective sensor subfolders , <code>src/models/</code> can host any script to create models or statistical analyses with the behavioral features you extract, and <code>src/visualization/</code> has scripts to create plots of the raw and processed data. There are other files and folders but only relevant if you are interested in extending RAPIDS (e.g. virtual env files, docs, tests, Dockerfile, the Snakefile, etc.). </p>
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<p>In the figure below, we represent the interactions between users and files. After a user modifies the configuration files mentioned above, the <code>Snakefile</code> file will search for and execute the Snakemake rules that contain the Python or R scripts necessary to generate or update the required output files (behavioral features, plots, etc.).</p>
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<figure>
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<img src="../img/files.png" max-width="100%" />
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<figcaption>Interaction diagram between the user, and important files in RAPIDS</figcaption>
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