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If you want to modify the data you need to use the classes in the <code>cpp11::writable</code> namespace, e.g. <code>cpp11::writable::doubles</code>.</p> <p>In addition use the <code>writable</code> variants if you need to create a new R vector entirely in C++.</p> </div> <div id="fewer-implicit-conversions" class="section level2"> <h2>Fewer implicit conversions</h2> <p>Rcpp also allows very flexible implicit conversions, e.g. if you pass a <code>REALSXP</code> to a function that takes a <code>Rcpp::IntegerVector()</code> it is implicitly converted to a <code>INTSXP</code>. These conversions are nice for usability, but require (implicit) duplication of the data, with the associated runtime costs.</p> <p>cpp11 throws an error in these cases. If you want the implicit coercions you can add a call to <code>as.integer()</code> or <code>as.double()</code> as appropriate from R when you call the function.</p> </div> <div id="calling-r-functions-from-c" class="section level2"> <h2>Calling R functions from C++</h2> <p>Calling R functions from C++ is similar to using Rcpp.</p> <div class="sourceCode" id="cb1"><pre class="sourceCode cpp"><code class="sourceCode cpp"><span id="cb1-1"><a href="#cb1-1"></a>Rcpp::Function as_tibble(<span class="st">"as_tibble"</span>, Rcpp::Environment::namespace_env(<span class="st">"tibble"</span>));</span> <span id="cb1-2"><a href="#cb1-2"></a>as_tibble(x, Rcpp::Named(<span class="st">".rows"</span>, num_rows), Rcpp::Named(<span class="st">".name_repair"</span>, name_repair));</span></code></pre></div> <div class="sourceCode" id="cb2"><pre class="sourceCode cpp"><code class="sourceCode cpp"><span id="cb2-1"><a href="#cb2-1"></a><span class="kw">using</span> <span class="kw">namespace</span> cpp11::literals; <span class="co">// so we can use ""_nm syntax</span></span> <span id="cb2-2"><a href="#cb2-2"></a></span> <span id="cb2-3"><a href="#cb2-3"></a><span class="kw">auto</span> as_tibble = cpp11::package(<span class="st">"tibble"</span>)[<span class="st">"as_tibble"</span>];</span> <span id="cb2-4"><a href="#cb2-4"></a>as_tibble(x, <span class="st">".rows"_nm</span> = num_rows, <span class="st">".name_repair"_nm</span> = name_repair);</span></code></pre></div> </div> <div id="appending-behavior" class="section level2"> <h2>Appending behavior</h2> <p>One major difference in Rcpp and cpp11 is how vectors are grown. Rcpp vectors have a <code>push_back()</code> method, but unlike <code>std::vector()</code> no additional space is reserved when pushing. This makes calling <code>push_back()</code> repeatably very expensive, as the entire vector has to be copied each call.</p> <p>In contrast <code>cpp11</code> vectors grow efficiently, reserving extra space. Because of this you can do ~10,000,000 vector appends with cpp11 in approximately the same amount of time that Rcpp does 10,000, as this benchmark demonstrates.</p> <div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1"></a><span class="kw">library</span>(cpp11test)</span> <span id="cb3-2"><a href="#cb3-2"></a>grid <-<span class="st"> </span><span class="kw">expand.grid</span>(<span class="dt">len =</span> <span class="dv">10</span> <span class="op">^</span><span class="st"> </span>(<span class="dv">0</span><span class="op">:</span><span class="dv">7</span>), <span class="dt">pkg =</span> <span class="st">"cpp11"</span>, <span class="dt">stringsAsFactors =</span> <span class="ot">FALSE</span>)</span> <span id="cb3-3"><a href="#cb3-3"></a>grid <-<span class="st"> </span><span class="kw">rbind</span>(</span> <span id="cb3-4"><a href="#cb3-4"></a> grid,</span> <span id="cb3-5"><a href="#cb3-5"></a> <span class="kw">expand.grid</span>(<span class="dt">len =</span> <span class="dv">10</span> <span class="op">^</span><span class="st"> </span>(<span class="dv">0</span><span class="op">:</span><span class="dv">4</span>), <span class="dt">pkg =</span> <span class="st">"rcpp"</span>, <span class="dt">stringsAsFactors =</span> <span class="ot">FALSE</span>)</span> <span id="cb3-6"><a href="#cb3-6"></a>)</span> <span id="cb3-7"><a href="#cb3-7"></a>b_grow <-<span class="st"> </span>bench<span class="op">::</span><span class="kw">press</span>(<span class="dt">.grid =</span> grid,</span> <span id="cb3-8"><a href="#cb3-8"></a> {</span> <span id="cb3-9"><a href="#cb3-9"></a> fun =<span class="st"> </span><span class="kw">match.fun</span>(<span class="kw">sprintf</span>(<span class="st">"%sgrow_"</span>, <span class="kw">ifelse</span>(pkg <span class="op">==</span><span class="st"> "cpp11"</span>, <span class="st">""</span>, <span class="kw">paste0</span>(pkg, <span class="st">"_"</span>))))</span> <span id="cb3-10"><a href="#cb3-10"></a> bench<span class="op">::</span><span class="kw">mark</span>(</span> <span id="cb3-11"><a href="#cb3-11"></a> <span class="kw">fun</span>(len)</span> <span id="cb3-12"><a href="#cb3-12"></a> )</span> <span id="cb3-13"><a href="#cb3-13"></a> }</span> <span id="cb3-14"><a href="#cb3-14"></a>)[<span class="kw">c</span>(<span class="st">"len"</span>, <span class="st">"pkg"</span>, <span class="st">"min"</span>, <span class="st">"mem_alloc"</span>, <span class="st">"n_itr"</span>, <span class="st">"n_gc"</span>)]</span> <span id="cb3-15"><a href="#cb3-15"></a><span class="kw">saveRDS</span>(b_grow, <span class="st">"growth.Rds"</span>, <span class="dt">version =</span> <span class="dv">2</span>)</span></code></pre></div> <p><img src="data:image/svg+xml;base64,<?xml version="1.0" encoding="UTF-8"?>
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" /><!-- --></p> <table> <thead> <tr class="header"> <th align="right">len</th> <th align="left">pkg</th> <th align="right">min</th> <th align="right">mem_alloc</th> <th align="right">n_itr</th> <th align="right">n_gc</th> </tr> </thead> <tbody> <tr class="odd"> <td align="right">1e+00</td> <td align="left">cpp11</td> <td align="right">3.3µs</td> <td align="right">0B</td> <td align="right">10000</td> <td align="right">0</td> </tr> <tr class="even"> <td align="right">1e+01</td> <td align="left">cpp11</td> <td align="right">6.05µs</td> <td align="right">0B</td> <td align="right">9999</td> <td align="right">1</td> </tr> <tr class="odd"> <td align="right">1e+02</td> <td align="left">cpp11</td> <td align="right">8.49µs</td> <td align="right">1.89KB</td> <td align="right">10000</td> <td align="right">0</td> </tr> <tr class="even"> <td align="right">1e+03</td> <td align="left">cpp11</td> <td align="right">14.18µs</td> <td align="right">16.03KB</td> <td align="right">9999</td> <td align="right">1</td> </tr> <tr class="odd"> <td align="right">1e+04</td> <td align="left">cpp11</td> <td align="right">63.77µs</td> <td align="right">256.22KB</td> <td align="right">3477</td> <td align="right">2</td> </tr> <tr class="even"> <td align="right">1e+05</td> <td align="left">cpp11</td> <td align="right">443.32µs</td> <td align="right">2MB</td> <td align="right">404</td> <td align="right">5</td> </tr> <tr class="odd"> <td align="right">1e+06</td> <td align="left">cpp11</td> <td align="right">3.99ms</td> <td align="right">16MB</td> <td align="right">70</td> <td align="right">3</td> </tr> <tr class="even"> <td align="right">1e+07</td> <td align="left">cpp11</td> <td align="right">105.51ms</td> <td align="right">256MB</td> <td align="right">1</td> <td align="right">5</td> </tr> <tr class="odd"> <td align="right">1e+00</td> <td align="left">rcpp</td> <td align="right">2.64µs</td> <td align="right">0B</td> <td align="right">10000</td> <td align="right">0</td> </tr> <tr class="even"> <td align="right">1e+01</td> <td align="left">rcpp</td> <td align="right">3.13µs</td> <td align="right">0B</td> <td align="right">9999</td> <td align="right">1</td> </tr> <tr class="odd"> <td align="right">1e+02</td> <td align="left">rcpp</td> <td align="right">13.87µs</td> <td align="right">42.33KB</td> <td align="right">9997</td> <td align="right">3</td> </tr> <tr class="even"> <td align="right">1e+03</td> <td align="left">rcpp</td> <td align="right">440.77µs</td> <td align="right">3.86MB</td> <td align="right">319</td> <td align="right">1</td> </tr> <tr class="odd"> <td align="right">1e+04</td> <td align="left">rcpp</td> <td align="right">54.13ms</td> <td align="right">381.96MB</td> <td align="right">2</td> <td align="right">2</td> </tr> </tbody> </table> </div> <div id="random-number-behavior" class="section level2"> <h2>Random Number behavior</h2> <p>Rcpp unconditionally includes calls to <code>GetRNGstate()</code> and <code>PutRNGstate()</code> before each wrapped function. This ensures that if any C++ code calls the R API functions <code>unif_rand()</code>, <code>norm_rand()</code>, <code>exp_rand()</code> or <code>R_unif_index()</code> the random seed state is set accordingly. cpp11 does <em>not</em> do this, so you must include the calls to <code>GetRNGstate()</code> and <code>PutRNGstate()</code> <em>yourself</em> if you use any of those functions in your C++ code. See <a href="https://cran.r-project.org/doc/manuals/r-release/R-exts.html#Random-numbers">R-exts 6.3 - Random number generation</a> for details on these functions.</p> </div> <div id="mechanics-of-converting-a-package-from-rcpp" class="section level2"> <h2>Mechanics of converting a package from Rcpp</h2> <ol style="list-style-type: decimal"> <li>Add cpp11 to <code>LinkingTo</code></li> <li>Add C++11 to <code>SystemRequirements</code></li> <li>Convert all instances of <code>// [[Rcpp::export]]</code> to <code>[[cpp11::register]]</code></li> <li>Clean and recompile the package, e.g. <code>pkgbuild::clean_dll()</code> <code>pkgload::load_all()</code></li> <li>Run tests <code>devtools::test()</code></li> <li>Start converting function by function <ul> <li>Remember you can usually inter-convert between cpp11 and Rcpp classes by going through <code>SEXP</code> if needed.</li> <li>Converting the code a bit at a time (and regularly running your tests) is the best way to do the conversion correctly and make progress</li> <li>Doing a separate commit after converting each file (or possibly each function) can make finding any regressions with <a href="https://youtu.be/KKeucpfAuuA">git bisect</a> much easier in the future.</li> </ul></li> </ol> </div> <div id="common-issues-when-converting" class="section level2"> <h2>Common issues when converting</h2> <div id="include-order" class="section level3"> <h3>Include order</h3> <p>Due to cpp11 redefining the Rboolean enum any cpp11 header needs to come <em>before</em> any Rcpp or Rinternals.h include. Errors like</p> <blockquote> <p>error: redefinition of enumerator ‘FALSE’</p> </blockquote> <p>Indicate this is a problem and can be resolved by ensuring the cpp11 headers are included first.</p> </div> <div id="stl-includes" class="section level3"> <h3>STL includes</h3> <p>Rcpp.h includes a number of STL headers automatically, notably <code><string></code> and <code><vector></code>, however the cpp11 headers generally do not. If you have errors like</p> <blockquote> <p>error: no type named ‘string’ in namespace ‘std’</p> </blockquote> <p>You will need to include the appropriate STL header, in this case <code><string></code>.</p> </div> <div id="r-api-includes" class="section level3"> <h3>R API includes</h3> <p>cpp11 defines a compatible but different version of the Rboolean enum. This means that you must ensure that at least one cpp11 header is included <em>before</em> any R headers. One easy way to ensure this is to replace <code>#include <Rinternals.h></code> with <code>#include <cpp11/R.hpp></code>.</p> </div> </div> <!-- code folding --> <!-- dynamically load mathjax for compatibility with self-contained --> <script> (function () { var script = document.createElement("script"); script.type = "text/javascript"; script.src = "https://mathjax.rstudio.com/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"; document.getElementsByTagName("head")[0].appendChild(script); })(); </script> </body> </html>