| <!DOCTYPE html> |
| <!-- Generated by pkgdown: do not edit by hand --><html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><meta charset="utf-8"><meta http-equiv="X-UA-Compatible" content="IE=edge"><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><title>Articles • Arrow R Package</title><!-- favicons --><link rel="icon" type="image/png" sizes="16x16" href="../favicon-16x16.png"><link rel="icon" type="image/png" sizes="32x32" href="../favicon-32x32.png"><link rel="apple-touch-icon" type="image/png" sizes="180x180" href="../apple-touch-icon.png"><link rel="apple-touch-icon" type="image/png" sizes="120x120" href="../apple-touch-icon-120x120.png"><link rel="apple-touch-icon" type="image/png" sizes="76x76" href="../apple-touch-icon-76x76.png"><link rel="apple-touch-icon" type="image/png" sizes="60x60" href="../apple-touch-icon-60x60.png"><script src="../deps/jquery-3.6.0/jquery-3.6.0.min.js"></script><meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"><link href="../deps/bootstrap-5.3.1/bootstrap.min.css" rel="stylesheet"><script src="../deps/bootstrap-5.3.1/bootstrap.bundle.min.js"></script><!-- Font Awesome icons --><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/all.min.css" integrity="sha256-mmgLkCYLUQbXn0B1SRqzHar6dCnv9oZFPEC1g1cwlkk=" crossorigin="anonymous"><link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous"><!-- bootstrap-toc --><script src="https://cdn.jsdelivr.net/gh/afeld/bootstrap-toc@v1.0.1/dist/bootstrap-toc.min.js" integrity="sha256-4veVQbu7//Lk5TSmc7YV48MxtMy98e26cf5MrgZYnwo=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.11/clipboard.min.js" integrity="sha512-7O5pXpc0oCRrxk8RUfDYFgn0nO1t+jLuIOQdOMRp4APB7uZ4vSjspzp5y6YDtDs4VzUSTbWzBFZ/LKJhnyFOKw==" crossorigin="anonymous" referrerpolicy="no-referrer"></script><!-- search --><script src="https://cdnjs.cloudflare.com/ajax/libs/fuse.js/6.4.6/fuse.js" integrity="sha512-zv6Ywkjyktsohkbp9bb45V6tEMoWhzFzXis+LrMehmJZZSys19Yxf1dopHx7WzIKxr5tK2dVcYmaCk2uqdjF4A==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/autocomplete.js/0.38.0/autocomplete.jquery.min.js" integrity="sha512-GU9ayf+66Xx2TmpxqJpliWbT5PiGYxpaG8rfnBEk1LL8l1KGkRShhngwdXK1UgqhAzWpZHSiYPc09/NwDQIGyg==" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mark.js/8.11.1/mark.min.js" integrity="sha512-5CYOlHXGh6QpOFA/TeTylKLWfB3ftPsde7AnmhuitiTX4K5SqCLBeKro6sPS8ilsz1Q4NRx3v8Ko2IBiszzdww==" crossorigin="anonymous"></script><!-- pkgdown --><script src="../pkgdown.js"></script><link href="../extra.css" rel="stylesheet"><meta property="og:title" content="Articles"><meta property="og:image" content="https://arrow.apache.org/img/arrow-logo_horizontal_black-txt_white-bg.png"><meta property="og:image:alt" content="Apache Arrow logo, displaying the triple chevron image adjacent to the text"><meta name="twitter:card" content="summary_large_image"><meta name="twitter:creator" content="@apachearrow"><meta name="twitter:site" content="@apachearrow"><!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]> |
| <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script> |
| <script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script> |
| <![endif]--><!-- Matomo --><script> |
| var _paq = window._paq = window._paq || []; |
| /* tracker methods like "setCustomDimension" should be called before "trackPageView" */ |
| /* We explicitly disable cookie tracking to avoid privacy issues */ |
| _paq.push(['disableCookies']); |
| _paq.push(['trackPageView']); |
| _paq.push(['enableLinkTracking']); |
| (function() { |
| var u="https://analytics.apache.org/"; |
| _paq.push(['setTrackerUrl', u+'matomo.php']); |
| _paq.push(['setSiteId', '20']); |
| var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0]; |
| g.async=true; g.src=u+'matomo.js'; s.parentNode.insertBefore(g,s); |
| })(); |
| </script><!-- End Matomo Code --></head><body> |
| <a href="#main" class="visually-hidden-focusable">Skip to contents</a> |
| |
| |
| <nav class="navbar fixed-top navbar-dark navbar-expand-lg bg-black"><div class="container"> |
| |
| <a class="navbar-brand me-2" href="../index.html">Arrow R Package</a> |
| |
| <span class="version"> |
| <small class="nav-text text-muted me-auto" data-bs-toggle="tooltip" data-bs-placement="bottom" title="">16.0.0.9000</small> |
| </span> |
| |
| |
| <button class="navbar-toggler" type="button" data-bs-toggle="collapse" data-bs-target="#navbar" aria-controls="navbar" aria-expanded="false" aria-label="Toggle navigation"> |
| <span class="navbar-toggler-icon"></span> |
| </button> |
| |
| <div id="navbar" class="collapse navbar-collapse ms-3"> |
| <ul class="navbar-nav me-auto"><li class="nav-item"> |
| <a class="nav-link" href="../articles/arrow.html">Get started</a> |
| </li> |
| <li class="nav-item"> |
| <a class="nav-link" href="../reference/index.html">Reference</a> |
| </li> |
| <li class="active nav-item dropdown"> |
| <a href="#" class="nav-link dropdown-toggle" data-bs-toggle="dropdown" role="button" aria-expanded="false" aria-haspopup="true" id="dropdown-articles">Articles</a> |
| <div class="dropdown-menu" aria-labelledby="dropdown-articles"> |
| <h6 class="dropdown-header" data-toc-skip>Using the package</h6> |
| <a class="dropdown-item" href="../articles/read_write.html">Reading and writing data files</a> |
| <a class="dropdown-item" href="../articles/data_wrangling.html">Data analysis with dplyr syntax</a> |
| <a class="dropdown-item" href="../articles/dataset.html">Working with multi-file data sets</a> |
| <a class="dropdown-item" href="../articles/python.html">Integrating Arrow, Python, and R</a> |
| <a class="dropdown-item" href="../articles/fs.html">Using cloud storage (S3, GCS)</a> |
| <a class="dropdown-item" href="../articles/flight.html">Connecting to a Flight server</a> |
| <div class="dropdown-divider"></div> |
| <h6 class="dropdown-header" data-toc-skip>Arrow concepts</h6> |
| <a class="dropdown-item" href="../articles/data_objects.html">Data objects</a> |
| <a class="dropdown-item" href="../articles/data_types.html">Data types</a> |
| <a class="dropdown-item" href="../articles/metadata.html">Metadata</a> |
| <div class="dropdown-divider"></div> |
| <h6 class="dropdown-header" data-toc-skip>Installation</h6> |
| <a class="dropdown-item" href="../articles/install.html">Installing on Linux</a> |
| <a class="dropdown-item" href="../articles/install_nightly.html">Installing development versions</a> |
| <div class="dropdown-divider"></div> |
| <a class="dropdown-item" href="../articles/index.html">More articles...</a> |
| </div> |
| </li> |
| <li class="nav-item"> |
| <a class="nav-link" href="../news/index.html">Changelog</a> |
| </li> |
| </ul><form class="form-inline my-2 my-lg-0" role="search"> |
| <input type="search" class="form-control me-sm-2" aria-label="Toggle navigation" name="search-input" data-search-index="../search.json" id="search-input" placeholder="Search for" autocomplete="off"></form> |
| |
| <ul class="navbar-nav"><li class="nav-item"> |
| <a class="external-link nav-link" href="https://github.com/apache/arrow/" aria-label="github"> |
| <span class="fab fa fab fa-github fa-lg"></span> |
| |
| </a> |
| </li> |
| </ul></div> |
| |
| |
| </div> |
| </nav><div class="container template-article-index"> |
| <div class="row"> |
| <main id="main" class="col-md-9"><div class="page-header"> |
| <img src="" class="logo" alt=""><h1>Articles</h1> |
| </div> |
| |
| <div class="section "> |
| <h3>Using the package</h3> |
| <div class="section-desc"></div> |
| |
| <dl><dt><a href="read_write.html">Reading and writing data files</a></dt> |
| <dd><p>Learn how to read and write CSV, Parquet, and Feather files with arrow</p> |
| </dd><dt><a href="data_wrangling.html">Data analysis with dplyr syntax</a></dt> |
| <dd><p>Learn how to use the dplyr backend supplied by arrow</p> |
| </dd><dt><a href="dataset.html">Working with multi-file data sets</a></dt> |
| <dd><p>Learn how to use Datasets to read, write, and analyze multi-file larger-than-memory data</p> |
| </dd><dt><a href="python.html">Integrating Arrow, Python, and R</a></dt> |
| <dd><p>Learn how to use arrow and reticulate to efficiently transfer data between R and Python without making unnecessary copies</p> |
| </dd><dt><a href="fs.html">Using cloud storage (S3, GCS)</a></dt> |
| <dd><p>Learn how to work with data sets stored in an Amazon S3 bucket or on Google Cloud Storage</p> |
| </dd><dt><a href="flight.html">Connecting to a Flight server</a></dt> |
| <dd><p>Learn how to efficiently stream Apache Arrow data objects across a network using Arrow Flight</p> |
| </dd></dl></div> |
| <div class="section "> |
| <h3>Arrow concepts</h3> |
| <div class="section-desc"></div> |
| |
| <dl><dt><a href="data_objects.html">Data objects</a></dt> |
| <dd><p>Learn about Scalar, Array, Table, and Dataset objects in arrow (among others), how they relate to each other, as well as their relationships to familiar R objects like data frames and vectors</p> |
| </dd><dt><a href="data_types.html">Data types</a></dt> |
| <dd><p>Learn about fundamental data types in Apache Arrow and how those types are mapped onto corresponding data types in R</p> |
| </dd><dt><a href="metadata.html">Metadata</a></dt> |
| <dd><p>Learn how Arrow uses Schemas to document structure of data objects, and how R metadata are supported in Arrow</p> |
| </dd></dl></div> |
| <div class="section "> |
| <h3>Installation</h3> |
| <div class="section-desc"></div> |
| |
| <dl><dt><a href="install.html">Installing on Linux</a></dt> |
| <dd><p>Installing arrow on linux usually just works, but occasionally poses problems. Learn how to handle installation problems if and when they arise</p> |
| </dd><dt><a href="install_nightly.html">Installing development versions</a></dt> |
| <dd><p>Learn how to install nightly builds of arrow</p> |
| </dd></dl></div> |
| <div class="section "> |
| <h3>Developer guides</h3> |
| <div class="section-desc"></div> |
| |
| <dl><dt><a href="developing.html">Introduction for developers</a></dt> |
| <dd><p>Learn how to contribute to the arrow package</p> |
| </dd><dt><a href="developers/setup.html">Configuring a developer environment</a></dt> |
| <dd><p>Learn how to configure your environment to allow you to contribute to the arrow package</p> |
| </dd><dt><a href="developers/workflow.html">Developer workflows</a></dt> |
| <dd><p>Learn about the workflows and conventions followed by arrow developers</p> |
| </dd><dt><a href="developers/debugging.html">Debugging strategies</a></dt> |
| <dd><p>Tools and strategies to help arrow developers with debugging</p> |
| </dd><dt><a href="developers/docker.html">Using docker containers</a></dt> |
| <dd><p>A guide for arrow developers wanting to use docker</p> |
| </dd><dt><a href="developers/writing_bindings.html">Writing dplyr bindings</a></dt> |
| <dd><p>Learn how to write bindings that allow arrow to mirror the behavior of native R functions within dplyr pipelines</p> |
| </dd><dt><a href="developers/install_details.html">Installation details</a></dt> |
| <dd><p>A low-level description of arrow installation intended for developers</p> |
| </dd><dt><a href="developers/data_object_layout.html">Internal structure of Arrow objects</a></dt> |
| <dd><p>Learn about the internal structure of Arrow data objects.</p> |
| </dd></dl></div> |
| </main><aside class="col-md-3"><nav id="toc"><h2>On this page</h2> |
| </nav></aside></div> |
| |
| |
| <footer><div class="pkgdown-footer-left"> |
| <p><a href="https://arrow.apache.org/docs/r/versions.html">Older versions of these docs</a></p> |
| </div> |
| |
| <div class="pkgdown-footer-right"> |
| <p>Site built with <a href="https://pkgdown.r-lib.org/" class="external-link">pkgdown</a> 2.0.9.</p> |
| </div> |
| |
| </footer></div> |
| |
| |
| |
| |
| |
| </body></html> |
| |
