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<a href="./Home">MLton 20130715</a>
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<h1>HowProfilingWorks</h1>
</div>
<div id="content">
<div id="preamble">
<div class="sectionbody">
<div class="paragraph"><p>Here&#8217;s how <a href="Profiling">Profiling</a> works.  If profiling is on, the front end
(elaborator) inserts <span class="monospaced">Enter</span> and <span class="monospaced">Leave</span> statements into the source
program for function entry and exit.  For example,</p></div>
<div class="listingblock">
<div class="content"><div class="highlight"><pre><span class="k">fun</span><span class="w"> </span><span class="n">f</span><span class="w"> </span><span class="n">n</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="n">n</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="k">then</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="k">else</span><span class="w"> </span><span class="mi">1</span><span class="w"> </span><span class="n">+</span><span class="w"> </span><span class="n">f</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="w"> </span><span class="n">-</span><span class="w"> </span><span class="mi">1</span><span class="p">)</span><span class="w"></span>
</pre></div></div></div>
<div class="paragraph"><p>becomes</p></div>
<div class="listingblock">
<div class="content"><div class="highlight"><pre><span class="k">fun</span><span class="w"> </span><span class="n">f</span><span class="w"> </span><span class="n">n</span><span class="w"> </span><span class="p">=</span><span class="w"></span>
<span class="w">   </span><span class="k">let</span><span class="w"></span>
<span class="w">      </span><span class="k">val</span><span class="w"> </span><span class="p">()</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="n">Enter</span><span class="w"> </span><span class="s">&quot;f&quot;</span><span class="w"></span>
<span class="w">      </span><span class="k">val</span><span class="w"> </span><span class="n">res</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="p">(</span><span class="k">if</span><span class="w"> </span><span class="n">n</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="k">then</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="k">else</span><span class="w"> </span><span class="mi">1</span><span class="w"> </span><span class="n">+</span><span class="w"> </span><span class="n">f</span><span class="w"> </span><span class="p">(</span><span class="n">n</span><span class="w"> </span><span class="n">-</span><span class="w"> </span><span class="mi">1</span><span class="p">))</span><span class="w"></span>
<span class="w">                </span><span class="k">handle</span><span class="w"> </span><span class="n">e</span><span class="w"> </span><span class="p">=&gt;</span><span class="w"> </span><span class="p">(</span><span class="n">Leave</span><span class="w"> </span><span class="s">&quot;f&quot;</span><span class="p">;</span><span class="w"> </span><span class="k">raise</span><span class="w"> </span><span class="n">e</span><span class="p">)</span><span class="w"></span>
<span class="w">      </span><span class="k">val</span><span class="w"> </span><span class="p">()</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="n">Leave</span><span class="w"> </span><span class="s">&quot;f&quot;</span><span class="w"></span>
<span class="w">   </span><span class="k">in</span><span class="w"></span>
<span class="w">      </span><span class="n">res</span><span class="w"></span>
<span class="w">   </span><span class="k">end</span><span class="w"></span>
</pre></div></div></div>
<div class="paragraph"><p>Actually there is a bit more information than just the source function
name; there is also lexical nesting and file position.</p></div>
<div class="paragraph"><p>Most of the middle of the compiler ignores, but preserves, <span class="monospaced">Enter</span> and
<span class="monospaced">Leave</span>.  However, so that profiling preserves tail calls, the
<a href="Shrink">SSA shrinker</a> has an optimization that notices when the only
operations that cause a call to be a nontail call are profiling
operations, and if so, moves them before the call, turning it into a
tail call. If you observe a program that has a tail call that appears
to be turned into a nontail when compiled with profiling, please
<a href="Bug">report a bug</a>.</p></div>
<div class="paragraph"><p>There is the <span class="monospaced">checkProf</span> function in
<a href="https://github.com/MLton/mlton/blob/master/mlton/ssa/type-check.fun"><span class="monospaced">type-check.fun</span></a>, which checks that
the <span class="monospaced">Enter</span>/<span class="monospaced">Leave</span> statements match up.</p></div>
<div class="paragraph"><p>In the backend, just before translating to the <a href="Machine"> Machine IL</a>,
the profiler uses the <span class="monospaced">Enter</span>/<span class="monospaced">Leave</span> statements to infer the "local"
portion of the control stack at each program point.  The profiler then
removes the <span class="monospaced">Enter</span>s/<span class="monospaced">Leave</span>s and inserts different information
depending on which kind of profiling is happening.  For time profiling
(with the native codegen), the profiler inserts labels that cover the
code (i.e. each statement has a unique label in its basic block that
prefixes it) and associates each label with the local control stack.
For time profiling (with the C and bytecode codegens), the profiler
inserts code that sets a global field that records the local control
stack.  For allocation profiling, the profiler inserts calls to a C
function that will maintain byte counts.  With stack profiling, the
profiler also inserts a call to a C function at each nontail call in
order to maintain information at runtime about what SML functions are
on the stack.</p></div>
<div class="paragraph"><p>At run time, the profiler associates counters (either clock ticks or
byte counts) with source functions.  When the program finishes, the
profiler writes the counts out to the <span class="monospaced">mlmon.out</span> file.  Then,
<span class="monospaced">mlprof</span> uses source information stored in the executable to
associate the counts in the <span class="monospaced">mlmon.out</span> file with source
functions.</p></div>
<div class="paragraph"><p>For time profiling, the profiler catches the <span class="monospaced">SIGPROF</span> signal 100
times per second and increments the appropriate counter, determined by
looking at the label prefixing the current program counter and mapping
that to the current source function.</p></div>
</div>
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<div class="sect1">
<h2 id="_caveats">Caveats</h2>
<div class="sectionbody">
<div class="paragraph"><p>There may be a few missed clock ticks or bytes allocated at the very
end of the program after the data is written.</p></div>
<div class="paragraph"><p>Profiling has not been tested with signals or threads.  In particular,
stack profiling may behave strangely.</p></div>
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