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| It is designed to make reading and writing data frames efficient, |
| and to make sharing data across data analysis languages easy. |
| write_feather() can write both the Feather Version 1 (V1), |
| a legacy version available starting in 2016, and the Version 2 (V2), |
| which is the Apache Arrow IPC file format. |
| The default version is V2. |
| V1 files are distinct from Arrow IPC files and lack many features, |
| such as the ability to store all Arrow data tyeps, and compression support. |
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| It is designed to make reading and writing data frames efficient, |
| and to make sharing data across data analysis languages easy. |
| write_feather() can write both the Feather Version 1 (V1), |
| a legacy version available starting in 2016, and the Version 2 (V2), |
| which is the Apache Arrow IPC file format. |
| The default version is V2. |
| V1 files are distinct from Arrow IPC files and lack many features, |
| such as the ability to store all Arrow data tyeps, and compression support. |
| write_ipc_file() can only write V2 files."><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"><!-- Matomo --><script> |
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| |
| <h1>Write a Feather file (an Arrow IPC file)</h1> |
| <small class="dont-index">Source: <a href="https://github.com/apache/arrow/blob/main/r/R/feather.R" class="external-link"><code>R/feather.R</code></a></small> |
| <div class="d-none name"><code>write_feather.Rd</code></div> |
| </div> |
| |
| <div class="ref-description section level2"> |
| <p>Feather provides binary columnar serialization for data frames. |
| It is designed to make reading and writing data frames efficient, |
| and to make sharing data across data analysis languages easy. |
| <code>write_feather()</code> can write both the Feather Version 1 (V1), |
| a legacy version available starting in 2016, and the Version 2 (V2), |
| which is the Apache Arrow IPC file format. |
| The default version is V2. |
| V1 files are distinct from Arrow IPC files and lack many features, |
| such as the ability to store all Arrow data tyeps, and compression support. |
| <code>write_ipc_file()</code> can only write V2 files.</p> |
| </div> |
| |
| <div class="section level2"> |
| <h2 id="ref-usage">Usage<a class="anchor" aria-label="anchor" href="#ref-usage"></a></h2> |
| <div class="sourceCode"><pre class="sourceCode r"><code><span><span class="fu">write_feather</span><span class="op">(</span></span> |
| <span> <span class="va">x</span>,</span> |
| <span> <span class="va">sink</span>,</span> |
| <span> version <span class="op">=</span> <span class="fl">2</span>,</span> |
| <span> chunk_size <span class="op">=</span> <span class="fl">65536L</span>,</span> |
| <span> compression <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"default"</span>, <span class="st">"lz4"</span>, <span class="st">"lz4_frame"</span>, <span class="st">"uncompressed"</span>, <span class="st">"zstd"</span><span class="op">)</span>,</span> |
| <span> compression_level <span class="op">=</span> <span class="cn">NULL</span></span> |
| <span><span class="op">)</span></span> |
| <span></span> |
| <span><span class="fu">write_ipc_file</span><span class="op">(</span></span> |
| <span> <span class="va">x</span>,</span> |
| <span> <span class="va">sink</span>,</span> |
| <span> chunk_size <span class="op">=</span> <span class="fl">65536L</span>,</span> |
| <span> compression <span class="op">=</span> <span class="fu"><a href="https://rdrr.io/r/base/c.html" class="external-link">c</a></span><span class="op">(</span><span class="st">"default"</span>, <span class="st">"lz4"</span>, <span class="st">"lz4_frame"</span>, <span class="st">"uncompressed"</span>, <span class="st">"zstd"</span><span class="op">)</span>,</span> |
| <span> compression_level <span class="op">=</span> <span class="cn">NULL</span></span> |
| <span><span class="op">)</span></span></code></pre></div> |
| </div> |
| |
| <div class="section level2"> |
| <h2 id="arguments">Arguments<a class="anchor" aria-label="anchor" href="#arguments"></a></h2> |
| |
| |
| <dl><dt id="arg-x">x<a class="anchor" aria-label="anchor" href="#arg-x"></a></dt> |
| <dd><p><code>data.frame</code>, <a href="RecordBatch-class.html">RecordBatch</a>, or <a href="Table-class.html">Table</a></p></dd> |
| |
| |
| <dt id="arg-sink">sink<a class="anchor" aria-label="anchor" href="#arg-sink"></a></dt> |
| <dd><p>A string file path, connection, URI, or <a href="OutputStream.html">OutputStream</a>, or path in a file |
| system (<code>SubTreeFileSystem</code>)</p></dd> |
| |
| |
| <dt id="arg-version">version<a class="anchor" aria-label="anchor" href="#arg-version"></a></dt> |
| <dd><p>integer Feather file version, Version 1 or Version 2. Version 2 is the default.</p></dd> |
| |
| |
| <dt id="arg-chunk-size">chunk_size<a class="anchor" aria-label="anchor" href="#arg-chunk-size"></a></dt> |
| <dd><p>For V2 files, the number of rows that each chunk of data |
| should have in the file. Use a smaller <code>chunk_size</code> when you need faster |
| random row access. Default is 64K. This option is not supported for V1.</p></dd> |
| |
| |
| <dt id="arg-compression">compression<a class="anchor" aria-label="anchor" href="#arg-compression"></a></dt> |
| <dd><p>Name of compression codec to use, if any. Default is |
| "lz4" if LZ4 is available in your build of the Arrow C++ library, otherwise |
| "uncompressed". "zstd" is the other available codec and generally has better |
| compression ratios in exchange for slower read and write performance. |
| "lz4" is shorthand for the "lz4_frame" codec. |
| See <code><a href="codec_is_available.html">codec_is_available()</a></code> for details. |
| <code>TRUE</code> and <code>FALSE</code> can also be used in place of "default" and "uncompressed". |
| This option is not supported for V1.</p></dd> |
| |
| |
| <dt id="arg-compression-level">compression_level<a class="anchor" aria-label="anchor" href="#arg-compression-level"></a></dt> |
| <dd><p>If <code>compression</code> is "zstd", you may |
| specify an integer compression level. If omitted, the compression codec's |
| default compression level is used.</p></dd> |
| |
| </dl></div> |
| <div class="section level2"> |
| <h2 id="value">Value<a class="anchor" aria-label="anchor" href="#value"></a></h2> |
| <p>The input <code>x</code>, invisibly. Note that if <code>sink</code> is an <a href="OutputStream.html">OutputStream</a>, |
| the stream will be left open.</p> |
| </div> |
| <div class="section level2"> |
| <h2 id="see-also">See also<a class="anchor" aria-label="anchor" href="#see-also"></a></h2> |
| <div class="dont-index"><p><a href="RecordBatchWriter.html">RecordBatchWriter</a> for lower-level access to writing Arrow IPC data.</p> |
| <p><a href="Schema-class.html">Schema</a> for information about schemas and metadata handling.</p></div> |
| </div> |
| |
| <div class="section level2"> |
| <h2 id="ref-examples">Examples<a class="anchor" aria-label="anchor" href="#ref-examples"></a></h2> |
| <div class="sourceCode"><pre class="sourceCode r"><code><span class="r-in"><span><span class="co"># We recommend the ".arrow" extension for Arrow IPC files (Feather V2).</span></span></span> |
| <span class="r-in"><span><span class="va">tf1</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/tempfile.html" class="external-link">tempfile</a></span><span class="op">(</span>fileext <span class="op">=</span> <span class="st">".feather"</span><span class="op">)</span></span></span> |
| <span class="r-in"><span><span class="va">tf2</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/tempfile.html" class="external-link">tempfile</a></span><span class="op">(</span>fileext <span class="op">=</span> <span class="st">".arrow"</span><span class="op">)</span></span></span> |
| <span class="r-in"><span><span class="va">tf3</span> <span class="op"><-</span> <span class="fu"><a href="https://rdrr.io/r/base/tempfile.html" class="external-link">tempfile</a></span><span class="op">(</span>fileext <span class="op">=</span> <span class="st">".arrow"</span><span class="op">)</span></span></span> |
| <span class="r-in"><span><span class="fu"><a href="https://rdrr.io/r/base/on.exit.html" class="external-link">on.exit</a></span><span class="op">(</span><span class="op">{</span></span></span> |
| <span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/unlink.html" class="external-link">unlink</a></span><span class="op">(</span><span class="va">tf1</span><span class="op">)</span></span></span> |
| <span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/unlink.html" class="external-link">unlink</a></span><span class="op">(</span><span class="va">tf2</span><span class="op">)</span></span></span> |
| <span class="r-in"><span> <span class="fu"><a href="https://rdrr.io/r/base/unlink.html" class="external-link">unlink</a></span><span class="op">(</span><span class="va">tf3</span><span class="op">)</span></span></span> |
| <span class="r-in"><span><span class="op">}</span><span class="op">)</span></span></span> |
| <span class="r-in"><span><span class="fu">write_feather</span><span class="op">(</span><span class="va">mtcars</span>, <span class="va">tf1</span>, version <span class="op">=</span> <span class="fl">1</span><span class="op">)</span></span></span> |
| <span class="r-in"><span><span class="fu">write_feather</span><span class="op">(</span><span class="va">mtcars</span>, <span class="va">tf2</span><span class="op">)</span></span></span> |
| <span class="r-in"><span><span class="fu">write_ipc_file</span><span class="op">(</span><span class="va">mtcars</span>, <span class="va">tf3</span><span class="op">)</span></span></span> |
| </code></pre></div> |
| </div> |
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