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<title>diffobj - Diffs for R Objects</title>

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<body>




<h1 class="title toc-ignore">diffobj - Diffs for R Objects</h1>
<h4 class="author">Brodie Gaslam</h4>


<div id="TOC">
<ul>
<li><a href="#introduction" id="toc-introduction">Introduction</a></li>
<li><a href="#interpreting-diffs" id="toc-interpreting-diffs">Interpreting Diffs</a>
<ul>
<li><a href="#shortest-edit-script" id="toc-shortest-edit-script">Shortest Edit Script</a></li>
<li><a href="#diff-structure" id="toc-diff-structure">Diff
Structure</a></li>
<li><a href="#atomic-vectors" id="toc-atomic-vectors">Atomic
Vectors</a></li>
</ul></li>
<li><a href="#other-diff-functions" id="toc-other-diff-functions">Other
Diff Functions</a>
<ul>
<li><a href="#method-overview" id="toc-method-overview">Method
Overview</a></li>
<li><a href="#compare-structure-with-diffstr" id="toc-compare-structure-with-diffstr">Compare Structure with
<code>diffStr</code></a></li>
<li><a href="#compare-vectors-elements-with-diffchr" id="toc-compare-vectors-elements-with-diffchr">Compare Vectors Elements
with <code>diffChr</code></a></li>
<li><a href="#why-s4" id="toc-why-s4">Why S4?</a></li>
<li><a href="#return-value" id="toc-return-value">Return Value</a></li>
</ul></li>
<li><a href="#controlling-diffs-and-their-appearance" id="toc-controlling-diffs-and-their-appearance">Controlling Diffs and
Their Appearance</a>
<ul>
<li><a href="#parameters" id="toc-parameters">Parameters</a></li>
<li><a href="#display-mode" id="toc-display-mode">Display Mode</a></li>
<li><a href="#color-mode" id="toc-color-mode">Color Mode</a></li>
<li><a href="#output-formats" id="toc-output-formats">Output
Formats</a></li>
<li><a href="#brightness" id="toc-brightness">Brightness</a></li>
<li><a href="#pagers" id="toc-pagers">Pagers</a></li>
<li><a href="#styles" id="toc-styles">Styles</a></li>
</ul></li>
<li><a href="#diff-algorithm" id="toc-diff-algorithm">Diff
Algorithm</a></li>
<li><a href="#performance-considerations" id="toc-performance-considerations">Performance Considerations</a>
<ul>
<li><a href="#diff" id="toc-diff">Diff</a></li>
<li><a href="#capture-and-processing" id="toc-capture-and-processing">Capture and Processing</a></li>
<li><a href="#minimal-diff" id="toc-minimal-diff">Minimal Diff</a></li>
</ul></li>
</ul>
</div>

<div id="introduction" class="section level2">
<h2>Introduction</h2>
<p><code>diffobj</code> uses the same comparison mechanism used by
<code>git diff</code> and <code>diff</code> to highlight differences
between <em>rendered</em> R objects:</p>
<div class="sourceCode" id="cb1"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" tabindex="-1"></a>a <span class="ot">&lt;-</span> b <span class="ot">&lt;-</span> <span class="fu">matrix</span>(<span class="dv">1</span><span class="sc">:</span><span class="dv">100</span>, <span class="at">ncol=</span><span class="dv">2</span>)</span>
<span id="cb1-2"><a href="#cb1-2" tabindex="-1"></a>a <span class="ot">&lt;-</span> a[<span class="sc">-</span><span class="dv">20</span>,]</span>
<span id="cb1-3"><a href="#cb1-3" tabindex="-1"></a>b <span class="ot">&lt;-</span> b[<span class="sc">-</span><span class="dv">45</span>,]</span>
<span id="cb1-4"><a href="#cb1-4" tabindex="-1"></a>b[<span class="fu">c</span>(<span class="dv">18</span>, <span class="dv">44</span>)] <span class="ot">&lt;-</span> <span class="dv">999</span></span>
<span id="cb1-5"><a href="#cb1-5" tabindex="-1"></a><span class="fu">diffPrint</span>(<span class="at">target=</span>a, <span class="at">current=</span>b)</span></code></pre></div>
<div class="diffobj-container light yb">
<pre class="diffobj-content"><div class="diffobj-row"><div class="diffobj-line banner"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-word delete">a</span></div></div></div></div><div class="diffobj-line banner"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-word insert">b</span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-header">@@ 17,6 @@</div></div><div class="diffobj-line"><div class="diffobj-header">@@ 17,7 @@</div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-guide"><div class="diffobj-gutter"><div class="diffobj-guide">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-guide"><span class="diffobj-trim"></span>      [,1] [,2]<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-guide"><div class="diffobj-gutter"><div class="diffobj-guide">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-guide"><span class="diffobj-trim"></span>      [,1] [,2]<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[16,] </span>  16   66<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[16,] </span>  16   66<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[17,] </span>  17   67<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[17,] </span>  17   67<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim">[18,] </span>  <span class="diffobj-word delete">18</span>   68<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim">[18,] </span> <span class="diffobj-word insert">999</span>   68<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[19,] </span>  19   69<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[19,] </span>  19   69<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-fill"><div class="diffobj-gutter"><div class="diffobj-fill">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-fill"></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim">[20,] </span>  <span class="diffobj-word insert">20</span>   <span class="diffobj-word insert">70</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[20,] </span>  21   71<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[21,] </span>  21   71<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[21,] </span>  22   72<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[22,] </span>  22   72<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-header">@@ 42,6 @@</div></div><div class="diffobj-line"><div class="diffobj-header">@@ 43,5 @@</div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[41,] </span>  42   92<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[42,] </span>  42   92<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[42,] </span>  43   93<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[43,] </span>  43   93<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim">[43,] </span>  <span class="diffobj-word delete">44</span>   94<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim">[44,] </span> <span class="diffobj-word insert">999</span>   94<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim">[44,] </span>  <span class="diffobj-word delete">45</span>   <span class="diffobj-word delete">95</span><span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-fill"><div class="diffobj-gutter"><div class="diffobj-fill">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-fill"></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[45,] </span>  46   96<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[45,] </span>  46   96<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[46,] </span>  47   97<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[46,] </span>  47   97<span class="diffobj-trim"></span></div></div></div></div></div></pre>
</div>
<p><code>diffobj</code> comparisons work best when objects have some
similarities, or when they are relatively small. The package was
originally developed to help diagnose failed unit tests by comparing
test results to reference objects in a human-friendly manner.</p>
<p>If your terminal supports formatting through ANSI escape sequences,
<code>diffobj</code> will output colored diffs to the terminal. If not,
it will output colored diffs to your IDE viewport if it is supported, or
to your browser otherwise.</p>
</div>
<div id="interpreting-diffs" class="section level2">
<h2>Interpreting Diffs</h2>
<div id="shortest-edit-script" class="section level3">
<h3>Shortest Edit Script</h3>
<p>The output from <code>diffobj</code> is a visual representation of
the Shortest Edit Script (SES). An SES is the shortest set of deletion
and insertion instructions for converting one sequence of elements into
another. In our case, the elements are lines of text. We encode the
instructions to convert <code>a</code> to <code>b</code> by deleting
lines from <code>a</code> (in yellow) and inserting new ones from
<code>b</code> (in blue).</p>
</div>
<div id="diff-structure" class="section level3">
<h3>Diff Structure</h3>
<p>The first line of our diff output acts as a legend to the diff by
associating the colors and symbols used to represent differences present
in each object with the name of the object:</p>
<div class="diffobj-container light yb">
<pre class="diffobj-content"><div class="diffobj-row"><div class="diffobj-line banner"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-word delete">a</span></div></div></div></div><div class="diffobj-line banner"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-word insert">b</span></div></div></div></div></div></pre>
</div>
<p>After the legend come the hunks, which are portions of the objects
that have differences with nearby matching lines provided for
context:</p>
<div class="diffobj-container light yb">
<pre class="diffobj-content"><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-header">@@ 17,6 @@</div></div><div class="diffobj-line"><div class="diffobj-header">@@ 17,7 @@</div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-guide"><div class="diffobj-gutter"><div class="diffobj-guide">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-guide"><span class="diffobj-trim"></span>      [,1] [,2]<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-guide"><div class="diffobj-gutter"><div class="diffobj-guide">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-guide"><span class="diffobj-trim"></span>      [,1] [,2]<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[16,] </span>  16   66<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[16,] </span>  16   66<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[17,] </span>  17   67<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[17,] </span>  17   67<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim">[18,] </span>  <span class="diffobj-word delete">18</span>   68<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim">[18,] </span> <span class="diffobj-word insert">999</span>   68<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[19,] </span>  19   69<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[19,] </span>  19   69<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-fill"><div class="diffobj-gutter"><div class="diffobj-fill">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-fill"></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim">[20,] </span>  <span class="diffobj-word insert">20</span>   <span class="diffobj-word insert">70</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[20,] </span>  21   71<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[21,] </span>  21   71<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[21,] </span>  22   72<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[22,] </span>  22   72<span class="diffobj-trim"></span></div></div></div></div></div></pre>
</div>
<p>At the top of the hunk is the hunk header: this tells us that the
first displayed hunk (including context lines), starts at line 17 and
spans 6 lines for <code>a</code> and 7 for <code>b</code>. These are
display lines, not object row indices, which is why the first row shown
of the matrix is row 16. You might have also noticed that the line after
the hunk header is out of place:</p>
<div class="diffobj-container light yb">
<pre class="diffobj-content"><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-guide"><div class="diffobj-gutter"><div class="diffobj-guide">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-guide"><span class="diffobj-trim"></span>      [,1] [,2]<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-guide"><div class="diffobj-gutter"><div class="diffobj-guide">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-guide"><span class="diffobj-trim"></span>      [,1] [,2]<span class="diffobj-trim"></span></div></div></div></div></div></pre>
</div>
<p>This is a special context line that is not technically part of the
hunk, but is shown nonetheless because it is useful in helping
understand the data. The line is styled differently to highlight that it
is not part of the hunk. Since it is not part of the hunk, it is not
accounted for in the hunk header. See <code>?guideLines</code> for more
details.</p>
<p>The actual mismatched lines are highlighted in the colors of the
legend, with additional visual cues in the gutters:</p>
<div class="diffobj-container light yb">
<pre class="diffobj-content"><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim">[18,] </span>  <span class="diffobj-word delete">18</span>   68<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim">[18,] </span> <span class="diffobj-word insert">999</span>   68<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[19,] </span>  19   69<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[19,] </span>  19   69<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-fill"><div class="diffobj-gutter"><div class="diffobj-fill">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-fill"></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim">[20,] </span>  <span class="diffobj-word insert">20</span>   <span class="diffobj-word insert">70</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[20,] </span>  21   71<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[21,] </span>  21   71<span class="diffobj-trim"></span></div></div></div></div></div></pre>
</div>
<p><code>diffobj</code> uses a line by line diff to identify which
portions of each of the objects are mismatches, so even if only part of
a line mismatches it will be considered different. <code>diffobj</code>
then runs a word diff within the hunks and further highlights
mismatching words.</p>
<p>Let’s examine the last two lines from the previous hunk more
closely:</p>
<div class="diffobj-container light yb">
<pre class="diffobj-content"><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-fill"><div class="diffobj-gutter"><div class="diffobj-fill">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-fill"></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim">[20,] </span>  <span class="diffobj-word insert">20</span>   <span class="diffobj-word insert">70</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[20,] </span>  21   71<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[21,] </span>  21   71<span class="diffobj-trim"></span></div></div></div></div></div></pre>
</div>
<p>Here <code>b</code> has an extra line so <code>diffobj</code> adds an
empty line to <code>a</code> to maintain the alignment for subsequent
matching lines. This additional line is marked with a tilde in the
gutter and is shown in a different color to indicate it is not part of
the original text.</p>
<p>If you look closely at the next matching line you will notice that
the <code>a</code> and <code>b</code> values are not exactly the same.
The row indices are different, but <code>diffobj</code> excludes row
indices from the diff so that rows that are identical otherwise are
shown as matching. <code>diffobj</code> indicates this is happening by
showing the portions of a line that are ignored in the diff in grey.</p>
<p>See <code>?guides</code> and <code>?trim</code> for details and
limitations on guideline detection and unsemantic meta data
trimming.</p>
</div>
<div id="atomic-vectors" class="section level3">
<h3>Atomic Vectors</h3>
<p>Since R can display multiple elements in an atomic vector on the same
line, and <code>diffPrint</code> is fundamentally a line diff, we use
specialized logic when diffing atomic vectors. Consider:</p>
<div class="sourceCode" id="cb2"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb2-1"><a href="#cb2-1" tabindex="-1"></a>state.abb2 <span class="ot">&lt;-</span> state.abb[<span class="sc">-</span><span class="dv">16</span>]</span>
<span id="cb2-2"><a href="#cb2-2" tabindex="-1"></a>state.abb2[<span class="dv">37</span>] <span class="ot">&lt;-</span> <span class="st">&quot;Pennsylvania&quot;</span></span>
<span id="cb2-3"><a href="#cb2-3" tabindex="-1"></a><span class="fu">diffPrint</span>(state.abb, state.abb2)</span></code></pre></div>
<div class="diffobj-container light yb">
<pre class="diffobj-content"><div class="diffobj-row"><div class="diffobj-line banner"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-word delete">state.abb</span></div></div></div></div><div class="diffobj-line banner"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-word insert">state.abb2</span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-header">@@ 1,5 @@</div></div><div class="diffobj-line"><div class="diffobj-header">@@ 6,5 @@</div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"> [1] </span>&quot;AL&quot; &quot;AK&quot; &quot;AZ&quot; &quot;AR&quot; &quot;CA&quot; &quot;CO&quot;<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[11] </span>&quot;HI&quot;           &quot;ID&quot;          <span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"> [7] </span>&quot;CT&quot; &quot;DE&quot; &quot;FL&quot; &quot;GA&quot; &quot;HI&quot; &quot;ID&quot;<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[13] </span>&quot;IL&quot;           &quot;IN&quot;          <span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim">[13] </span>&quot;IL&quot; &quot;IN&quot; &quot;IA&quot; <span class="diffobj-word delete">&quot;KS&quot;</span> &quot;KY&quot; &quot;LA&quot;<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim">[15] </span>&quot;IA&quot;           &quot;KY&quot;          <span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[19] </span>&quot;ME&quot; &quot;MD&quot; &quot;MA&quot; &quot;MI&quot; &quot;MN&quot; &quot;MS&quot;<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[17] </span>&quot;LA&quot;           &quot;ME&quot;          <span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[25] </span>&quot;MO&quot; &quot;MT&quot; &quot;NE&quot; &quot;NV&quot; &quot;NH&quot; &quot;NJ&quot;<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[19] </span>&quot;MD&quot;           &quot;MA&quot;          <span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-header">@@ 6,4 @@</div></div><div class="diffobj-line"><div class="diffobj-header">@@ 17,5 @@</div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-fill"><div class="diffobj-gutter"><div class="diffobj-fill">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-fill"> </div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[33] </span>&quot;ND&quot;           &quot;OH&quot;          <span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[31] </span>&quot;NM&quot; &quot;NY&quot; &quot;NC&quot; &quot;ND&quot; &quot;OH&quot; &quot;OK&quot;<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[35] </span>&quot;OK&quot;           &quot;OR&quot;          <span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim">[37] </span>&quot;OR&quot; <span class="diffobj-word delete">&quot;PA&quot;</span> &quot;RI&quot; &quot;SC&quot; &quot;SD&quot; &quot;TN&quot;<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim">[37] </span><span class="diffobj-word insert">&quot;Pennsylvania&quot;</span> &quot;RI&quot;          <span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[43] </span>&quot;TX&quot; &quot;UT&quot; &quot;VT&quot; &quot;VA&quot; &quot;WA&quot; &quot;WV&quot;<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[39] </span>&quot;SC&quot;           &quot;SD&quot;          <span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[49] </span>&quot;WI&quot; &quot;WY&quot;<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">[41] </span>&quot;TN&quot;           &quot;TX&quot;          <span class="diffobj-trim"></span></div></div></div></div></div></pre>
</div>
<p>Due to the different wrapping frequency no line in the text display
of our two vectors matches. Despite this, <code>diffPrint</code> only
highlights the lines that actually contain differences. The side effect
is that lines that only contain matching elements are shown as matching
even though the actual lines may be different. You can turn off this
behavior in favor of a normal line diff with the
<code>unwrap.atomic</code> argument to <code>diffPrint</code>.</p>
<p>Currently this only works for <em>unnamed</em> vectors, and even for
them some inputs may produce sub-optimal results. Nested vectors inside
lists will not be unwrapped. You can also use <code>diffChr</code> (see
below) to do a direct element by element comparison.</p>
</div>
</div>
<div id="other-diff-functions" class="section level2">
<h2>Other Diff Functions</h2>
<div id="method-overview" class="section level3">
<h3>Method Overview</h3>
<p><code>diffobj</code> defines several S4 generics and default methods
to go along with them. Each of them uses a different text representation
of the inputs:</p>
<ul>
<li><code>diffPrint</code>: use the <code>print</code>/<code>show</code>
output and is the one used in the examples so far</li>
<li><code>diffStr</code>: use the output of <code>str</code></li>
<li><code>diffObj</code>: picks between
<code>print</code>/<code>show</code> and <code>str</code> depending on
which provides the “best” overview of differences</li>
<li><code>diffChr</code>: coerces the inputs to atomic character vectors
with <code>as.character</code>, and runs the diff on the character
vector</li>
<li><code>diffFile</code>: compares the text content of two files</li>
<li><code>diffCsv</code>: loads two CSV files into data frames and
compares the data frames with <code>diffPrint</code></li>
<li><code>diffDeparse</code>: deparses and compares the character
vectors produced by the deparsing</li>
<li><code>ses</code>: computes the element by element shortest edit
script on two character vectors</li>
</ul>
<p>Note the <code>diff*</code> functions use lowerCamelCase in keeping
with S4 method name convention, whereas the package name itself is all
lower case.</p>
</div>
<div id="compare-structure-with-diffstr" class="section level3">
<h3>Compare Structure with <code>diffStr</code></h3>
<p>For complex objects it is often useful to compare structures:</p>
<div class="sourceCode" id="cb3"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" tabindex="-1"></a>mdl1 <span class="ot">&lt;-</span> <span class="fu">lm</span>(Sepal.Length <span class="sc">~</span> Sepal.Width, iris)</span>
<span id="cb3-2"><a href="#cb3-2" tabindex="-1"></a>mdl2 <span class="ot">&lt;-</span> <span class="fu">lm</span>(Sepal.Length <span class="sc">~</span> Sepal.Width <span class="sc">+</span> Species, iris)</span>
<span id="cb3-3"><a href="#cb3-3" tabindex="-1"></a><span class="fu">diffStr</span>(mdl1<span class="sc">$</span>qr, mdl2<span class="sc">$</span>qr, <span class="at">line.limit=</span><span class="dv">15</span>)</span></code></pre></div>
<div class="diffobj-container light yb">
<pre class="diffobj-content"><div class="diffobj-row"><div class="diffobj-line banner"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-word delete">str(mdl1$qr, max.level = 2L)</span></div></div></div></div><div class="diffobj-line banner"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-word insert">str(mdl2$qr, max.level = 2L)</span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-header">@@ 1,9 @@</div></div><div class="diffobj-line"><div class="diffobj-header">@@ 1,10 @@</div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>List of 5<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>List of 5<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim"> $ </span>qr   : num [1:150, <span class="diffobj-word delete">1:2]</span> -12.2474 0.0816 0.0816 0.0816 0.0816 ...<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim"> $ </span>qr   : num [1:150, <span class="diffobj-word insert">1:4]</span> -12.2474 0.0816 0.0816 0.0816 0.0816 ...<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">  ..- </span>attr(*, &quot;dimnames&quot;)=List of 2<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim">  ..- </span>attr(*, &quot;dimnames&quot;)=List of 2<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim">  ..- </span>attr(*, &quot;assign&quot;)= int <span class="diffobj-word delete">[1:2]</span> 0 1<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim">  ..- </span>attr(*, &quot;assign&quot;)= int <span class="diffobj-word insert">[1:4]</span> 0 <span class="diffobj-word insert">1</span> <span class="diffobj-word insert">2</span> <span class="diffobj-word insert">2</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-fill"><div class="diffobj-gutter"><div class="diffobj-fill">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-fill"></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim">  ..- </span><span class="diffobj-word insert">attr</span><span class="diffobj-word insert">(*,</span> <span class="diffobj-word insert">&quot;contrasts&quot;</span><span class="diffobj-word insert">)=List</span> <span class="diffobj-word insert">of</span> 1<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim"> $ </span>qraux: num <span class="diffobj-word delete">[1:2]</span> 1.08 1.02<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim"> $ </span>qraux: num <span class="diffobj-word insert">[1:4]</span> 1.08 1.02 <span class="diffobj-word insert">1.05</span> <span class="diffobj-word insert">1.11</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim"> $ </span>pivot: int <span class="diffobj-word delete">[1:2]</span> 1 2<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim"> $ </span>pivot: int <span class="diffobj-word insert">[1:4]</span> 1 2 <span class="diffobj-word insert">3</span> <span class="diffobj-word insert">4</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"> $ </span>tol  : num 1e-07<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"> $ </span>tol  : num 1e-07<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim"> $ </span>rank : int <span class="diffobj-word delete">2</span><span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim"> $ </span>rank : int <span class="diffobj-word insert">4</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"> - </span>attr(*, &quot;class&quot;)= chr &quot;qr&quot;<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"> - </span>attr(*, &quot;class&quot;)= chr &quot;qr&quot;<span class="diffobj-trim"></span></div></div></div></div></div>3 differences are hidden by our use of `max.level`</pre>
</div>
<p>If you specify a <code>line.limit</code> with <code>diffStr</code> it
will fold nested levels in order to fit under <code>line.limit</code> so
long as there remain visible differences. If you prefer to see all the
differences you can leave <code>line.limit</code> unspecified.</p>
</div>
<div id="compare-vectors-elements-with-diffchr" class="section level3">
<h3>Compare Vectors Elements with <code>diffChr</code></h3>
<p>Sometimes it is useful to do a direct element by element
comparison:</p>
<div class="sourceCode" id="cb4"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb4-1"><a href="#cb4-1" tabindex="-1"></a><span class="fu">diffChr</span>(letters[<span class="dv">1</span><span class="sc">:</span><span class="dv">3</span>], <span class="fu">c</span>(<span class="st">&quot;a&quot;</span>, <span class="st">&quot;B&quot;</span>, <span class="st">&quot;c&quot;</span>))</span></code></pre></div>
<div class="diffobj-container light yb">
<pre class="diffobj-content"><div class="diffobj-row"><div class="diffobj-line banner"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-word delete">letters[1:3]</span></div></div></div></div><div class="diffobj-line banner"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-word insert">c(&quot;a&quot;, &quot;B&quot;, &quot;c&quot;)</span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-header">@@ 1,3 @@</div></div><div class="diffobj-line"><div class="diffobj-header">@@ 1,3 @@</div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>a<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>a<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim"></span><span class="diffobj-word delete">b</span><span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim"></span><span class="diffobj-word insert">B</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>c<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>c<span class="diffobj-trim"></span></div></div></div></div></div></pre>
</div>
<p>Notice how we are comparing the contents of the vectors with one line
per element.</p>
</div>
<div id="why-s4" class="section level3">
<h3>Why S4?</h3>
<p>The <code>diff*</code> functions are defined as S4 generics with
default methods (signature <code>c(&quot;ANY&quot;, &quot;ANY&quot;)</code>) so that users
can customize behavior for their own objects. For example, a custom
method could set many of the default parameters to values more suitable
for a particular object. If the objects in question are S3 objects the
S3 class will have to be registered with <code>setOldClass</code>.</p>
</div>
<div id="return-value" class="section level3">
<h3>Return Value</h3>
<p>All the <code>diff*</code> methods return a <code>Diff</code> S4
object. It has a <code>show</code> method which is responsible for
rendering the <code>Diff</code> and displaying it to the screen. Because
of this you can compute and render diffs in two steps:</p>
<div class="sourceCode" id="cb5"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb5-1"><a href="#cb5-1" tabindex="-1"></a>x <span class="ot">&lt;-</span> <span class="fu">diffPrint</span>(letters, LETTERS)</span>
<span id="cb5-2"><a href="#cb5-2" tabindex="-1"></a>x   <span class="co"># or equivalently: `show(x)`</span></span></code></pre></div>
<p>This may cause the diff to render funny if you change screen widths,
etc., between the two steps.</p>
<p>There are also <code>summary</code>, <code>any</code>, and
<code>as.character</code> methods. The <code>summary</code> method
provides a high level overview of where the differences are, which can
be helpful for large diffs:</p>
<div class="sourceCode" id="cb6"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb6-1"><a href="#cb6-1" tabindex="-1"></a><span class="fu">summary</span>(<span class="fu">diffStr</span>(mdl1, mdl2))</span></code></pre></div>
<div class="diffobj-container light yb">
<pre class="diffobj-content"><div class="diffobj-summary"><div class="body">Found differences in 12 hunks:<div class="detail">45 insertions, 39 deletions, 18 matches (lines)</div><br />Diff map (line:char scale is 1:1 for single chars, 1-2:1 for char seqs):</div><div class="map"><span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span>.<span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span>.<span class="diffobj-word delete">D</span><span class="diffobj-word insert">I</span>.<span class="diffobj-word delete">D</span><span class="diffobj-word insert">I</span>..<span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span>.<span class="diffobj-word delete">D</span><span class="diffobj-word insert">I</span>.<span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span>.<span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span>..<span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span>..<span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span>.<span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span>..<span class="diffobj-word delete">D</span><span class="diffobj-word delete">D</span><span class="diffobj-word insert">I</span><span class="diffobj-word insert">I</span>.</div></div></pre>
</div>
<p><code>any</code> returns TRUE if there are differences, and
<code>as.character</code> returns the character representation of the
diff.</p>
</div>
</div>
<div id="controlling-diffs-and-their-appearance" class="section level2">
<h2>Controlling Diffs and Their Appearance</h2>
<div id="parameters" class="section level3">
<h3>Parameters</h3>
<p>The <code>diff*</code> family of methods has an extensive set of
parameters that allow you to fine tune how the diff is applied and
displayed. We will review some of the major ones in this section. For a
full description see <code>?diffPrint</code>.</p>
<p>While the parameter list is extensive, only the objects being
compared are required. All the other parameters have default values, and
most of them are for advanced use only. The defaults can all be adjusted
via the <code>diffobj.*</code> options.</p>
</div>
<div id="display-mode" class="section level3">
<h3>Display Mode</h3>
<p>There are three built-in display modes that are similar to those
found in GNU <code>diff</code>: “sidebyside”, “unified”, and “context”.
For example, by varying the <code>mode</code> parameter with:</p>
<div class="sourceCode" id="cb7"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb7-1"><a href="#cb7-1" tabindex="-1"></a>x <span class="ot">&lt;-</span> y <span class="ot">&lt;-</span> letters[<span class="dv">24</span><span class="sc">:</span><span class="dv">26</span>]</span>
<span id="cb7-2"><a href="#cb7-2" tabindex="-1"></a>y[<span class="dv">2</span>] <span class="ot">&lt;-</span> <span class="st">&quot;GREMLINS&quot;</span></span>
<span id="cb7-3"><a href="#cb7-3" tabindex="-1"></a><span class="fu">diffChr</span>(x, y)</span></code></pre></div>
<p>we get:</p>
<table>
<tr>
<th>
mode=“sidebyside”
<th>
mode=“unified”
<th>
mode=“context”
<tr style="vertical-align: top">
<td>
<div class="diffobj-container light yb">
<pre class="diffobj-content"><div class="diffobj-row"><div class="diffobj-line banner"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-word delete">x</span></div></div></div></div><div class="diffobj-line banner"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-word insert">y</span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-header">@@ 1,3 @@</div></div><div class="diffobj-line"><div class="diffobj-header">@@ 1,3 @@</div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>x<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>x<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim"></span><span class="diffobj-word delete">y</span><span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim"></span><span class="diffobj-word insert">GREMLINS</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>z<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>z<span class="diffobj-trim"></span></div></div></div></div></div></pre>
</div>
<td>
<div class="diffobj-container light yb">
<pre class="diffobj-content"><div class="diffobj-row"><div class="diffobj-line banner"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-word delete">x</span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line banner"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-word insert">y</span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-header">@@ 1,3 / 1,3 @@</div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>x<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim"></span><span class="diffobj-word delete">y</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim"></span><span class="diffobj-word insert">GREMLINS</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>z<span class="diffobj-trim"></span></div></div></div></div></div></pre>
</div>
<td>
<div class="diffobj-container light yb">
<pre class="diffobj-content"><div class="diffobj-row"><div class="diffobj-line banner"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-word delete">x</span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line banner"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-word insert">y</span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-header">@@ 1,3 / 1,3 @@</div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>x<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim"></span><span class="diffobj-word delete">y</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>z<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-fill"><div class="diffobj-gutter"><div class="context_sep ctd">~</div><div class="pad"> </div></div><div class="diffobj-text"><div class="context_sep">----------</div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>x<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim"></span><span class="diffobj-word insert">GREMLINS</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>z<span class="diffobj-trim"></span></div></div></div></div></div></pre>
</div>
</table>
<p>By default <code>diffobj</code> will try to use
<code>mode=&quot;sidebyside&quot;</code> if reasonable given display width, and
otherwise will switch to <code>mode=&quot;unified&quot;</code>. You can always
force a particular display style by specifying it with the
<code>mode</code> argument.</p>
</div>
<div id="color-mode" class="section level3">
<h3>Color Mode</h3>
<p>The default color mode uses yellow and blue to symbolize deletions
and insertions for accessibility to dichromats. If you prefer the more
traditional color mode you can specify <code>color.mode=&quot;rgb&quot;</code> in
the parameter list, or use
<code>options(diffobj.color.mode=&quot;rgb&quot;)</code>:</p>
<div class="sourceCode" id="cb8"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb8-1"><a href="#cb8-1" tabindex="-1"></a><span class="fu">diffChr</span>(x, y, <span class="at">color.mode=</span><span class="st">&quot;rgb&quot;</span>)</span></code></pre></div>
<div class="diffobj-container light rgb">
<pre class="diffobj-content"><div class="diffobj-row"><div class="diffobj-line banner"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-word delete">x</span></div></div></div></div><div class="diffobj-line banner"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-word insert">y</span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-header">@@ 1,3 @@</div></div><div class="diffobj-line"><div class="diffobj-header">@@ 1,3 @@</div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>x<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>x<span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="delete"><div class="diffobj-gutter"><div class="delete">&lt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="delete"><span class="diffobj-trim"></span><span class="diffobj-word delete">y</span><span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="insert"><div class="diffobj-gutter"><div class="insert">&gt;</div><div class="pad"> </div></div><div class="diffobj-text"><div class="insert"><span class="diffobj-trim"></span><span class="diffobj-word insert">GREMLINS</span><span class="diffobj-trim"></span></div></div></div></div></div><div class="diffobj-row"><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>z<span class="diffobj-trim"></span></div></div></div></div><div class="diffobj-line"><div class="diffobj-match"><div class="diffobj-gutter"><div class="diffobj-match"> </div><div class="pad"> </div></div><div class="diffobj-text"><div class="diffobj-match"><span class="diffobj-trim"></span>z<span class="diffobj-trim"></span></div></div></div></div></div></pre>
</div>
</div>
<div id="output-formats" class="section level3">
<h3>Output Formats</h3>
<p>If your terminal supports it <code>diffobj</code> will format the
output with ANSI escape sequences. <code>diffobj</code> uses Gábor
Csárdi’s <a href="https://github.com/r-lib/crayon"><code>crayon</code></a> package
to detect ANSI support and to apply ANSI based formatting. If you are
using RStudio or another IDE that supports
<code>getOption(&quot;viewer&quot;)</code>, <code>diffobj</code> will output an
HTML/CSS formatted diff to the viewport. In other terminals that do not
support ANSI colors, <code>diffobj</code> will attempt to output to an
HTML/CSS formatted diff to your browser using
<code>browseURL</code>.</p>
<p>You can explicitly specify the output format with the
<code>format</code> parameter:</p>
<ul>
<li><code>format=&quot;raw&quot;</code> for unformatted diffs</li>
<li><code>format=&quot;ansi8&quot;</code> for standard ANSI 8 color
formatting</li>
<li><code>format=&quot;ansi256&quot;</code> for ANSI 256 color formatting</li>
<li><code>format=&quot;html&quot;</code> for HTML/CSS output and styling</li>
</ul>
<p>See <a href="#pagers">Pagers</a> for more details.</p>
</div>
<div id="brightness" class="section level3">
<h3>Brightness</h3>
<p>The <code>brightness</code> parameter allows you to pick a color
scheme compatible with the background color of your terminal. The
options are:</p>
<ul>
<li>“light”: for use with light tone terminals</li>
<li>“dark”: for use with dark tone terminals</li>
<li>“neutral”: for use with either light or dark terminals</li>
</ul>
<p>Here are examples of terminal screen renderings for both “rgb” and
“yb” <code>color.mode</code> for the three <code>brightness</code>
levels.</p>
<p><img role="img" 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" /></p>
<p>The examples for “light” and “dark” have the backgrounds forcefully
set to a color compatible with the scheme. In actual use the base
background and foreground colors are left unchanged, which will look bad
if you use “dark” with light colored backgrounds or vice versa. Since we
do not know of a good cross platform way of detecting terminal
background color the default <code>brightness</code> value is
“neutral”.</p>
<p>At this time the only <code>format</code> that is affected by this
parameter is “ansi256”. If you want to specify your own
light/dark/neutral schemes you may do so either by specifying a <a href="#styles">style</a> directly or with <a href="#styles">Palette of
Styles</a>.</p>
</div>
<div id="pagers" class="section level3">
<h3>Pagers</h3>
<p>In interactive mode, if the diff output is very long or if your
terminal does not support ANSI colors, <code>diff*</code> methods will
pipe output to a pager. This is done by writing the output to a
temporary file and passing the file reference to the pager. The default
action is to invoke the pager with <code>file.show</code> if your
terminal supports ANSI colors and the pager is known to support ANSI
colors as well (as of this writing, only <code>less</code> is assumed to
support ANSI colors), or if not to use <code>getOption(&quot;viewer&quot;)</code>
if available (this outputs to the viewport in RStudio), or if not to use
<code>browseURL</code>.</p>
<p>You can fine tune when, how, and if a pager is used with the
<code>pager</code> parameter. See <code>?diffPrint</code> and
<code>?Pager</code> for more details.</p>
</div>
<div id="styles" class="section level3">
<h3>Styles</h3>
<p>You can control almost all aspects of the diff output formatting via
the <code>style</code> parameter. To do so, pass an appropriately
configured <code>Style</code> object. See <code>?Style</code> for more
details on how to do this.</p>
<p>The default is to auto pick a style based on the values of the
<code>format</code>, <code>color.mode</code>, and
<code>brightness</code> parameters. This is done by using the computed
values for each of those parameters to subset the
<code>PaletteOfStyles</code> object passed as the
<code>palette.of.styles</code> parameter. This
<code>PaletteOfStyles</code> object contains a <code>Style</code> object
for all the possible permutations of the <code>style</code>,
<code>format</code>, and <code>color.mode</code> parameters. See
<code>?PaletteOfStyles</code>.</p>
<p>If you specify the <code>style</code> parameter the values of the
<code>format</code>, <code>brightness</code>, and
<code>color.mode</code> parameters will be ignored.</p>
</div>
</div>
<div id="diff-algorithm" class="section level2">
<h2>Diff Algorithm</h2>
<p>The primary diff algorithm is Myer’s solution to the shortest edit
script / longest common sequence problem with the Hirschberg linear
space refinement as described in:</p>
<blockquote>
<p>E. Myers, “An O(ND) Difference Algorithm and Its Variations”,
Algorithmica 1, 2 (1986), 251-266.</p>
</blockquote>
<p>and should be the same algorithm used by GNU diff. The implementation
used here is a heavily modified version of Michael B. Allen’s diff
program from the <a href="https://www.ioplex.com/~miallen/libmba/dl/libmba-0.9.1.tar.gz"><code>libmba</code></a>
<code>C</code> library. Any and all bugs in the C code in this package
were most likely introduced by yours truly. Please note that the
resulting C code is incompatible with the original <code>libmba</code>
library.</p>
</div>
<div id="performance-considerations" class="section level2">
<h2>Performance Considerations</h2>
<div id="diff" class="section level3">
<h3>Diff</h3>
<p>The diff algorithm scales with the <em>square</em> of the number of
<em>differences</em>. For reasonably small diffs (&lt; 10K differences),
the diff itself is unlikely to be the bottleneck.</p>
</div>
<div id="capture-and-processing" class="section level3">
<h3>Capture and Processing</h3>
<p>Capture of inputs for <code>diffPrint</code> and
<code>diffStr</code>, and processing of output for all
<code>diff*</code> methods will account for most of the execution time
unless you have large numbers of differences. This input and output
processing scales mostly linearly with the input size.</p>
<p>You can improve performance somewhat by using <code>diffChr</code>
since that skips the capture part, and by turning off
<code>word.diff</code>:</p>
<div class="sourceCode" id="cb9"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1" tabindex="-1"></a>v1 <span class="ot">&lt;-</span> <span class="dv">1</span><span class="sc">:</span><span class="fl">5e4</span></span>
<span id="cb9-2"><a href="#cb9-2" tabindex="-1"></a>v2 <span class="ot">&lt;-</span> v1[<span class="sc">-</span><span class="fu">sample</span>(v1, <span class="dv">100</span>)]</span>
<span id="cb9-3"><a href="#cb9-3" tabindex="-1"></a><span class="fu">diffChr</span>(v1, v2, <span class="at">word.diff=</span><span class="cn">FALSE</span>)</span></code></pre></div>
<p>will be ~2x as fast as:</p>
<div class="sourceCode" id="cb10"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb10-1"><a href="#cb10-1" tabindex="-1"></a><span class="fu">diffPrint</span>(v1, v2)</span></code></pre></div>
<p><em>Note</em>: turning off <code>word.diff</code> when using
<code>diffPrint</code> with unnamed atomic vectors can actually <em>slow
down</em> the diff because there may well be fewer element by element
differences than line differences as displayed. For example, when
comparing <code>1:1e6</code> to <code>2:1e6</code> there is only one
element difference, but every line as displayed is different because of
the shift. Using <code>word.diff=TRUE</code> (and
<code>unwrap.atomic=TRUE</code>) allows <code>diffPrint</code> to
compare element by element rather than line by line.
<code>diffChr</code> always compares element by element.</p>
</div>
<div id="minimal-diff" class="section level3">
<h3>Minimal Diff</h3>
<p>If you are looking for the fastest possible diff you can use
<code>ses</code> and completely bypass most input and output processing.
Inputs will be coerced to character if they are not character.</p>
<div class="sourceCode" id="cb11"><pre class="sourceCode r"><code class="sourceCode r"><span id="cb11-1"><a href="#cb11-1" tabindex="-1"></a><span class="fu">ses</span>(letters[<span class="dv">1</span><span class="sc">:</span><span class="dv">5</span>], letters[<span class="fu">c</span>(<span class="dv">2</span><span class="sc">:</span><span class="dv">3</span>, <span class="dv">5</span>)])</span></code></pre></div>
<pre><code>## [1] &quot;1d0&quot; &quot;4d2&quot;</code></pre>
<p>This will be 10-20x faster than <code>diffChr</code>, at the cost of
less useful output.</p>
</div>
</div>



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