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linux-kernel-module-cheat/algorithms.html
Ciro Santilli 8dfebecfa6 2b436adf36
2021-07-27 16:52:42 +01:00

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<meta name="description" content="The perfect emulation setup to study and develop the &lt;&lt;linux-kernel&gt;&gt; v5.9.2, kernel modules, &lt;&lt;qemu-buildroot-setup,QEMU&gt;&gt;, &lt;&lt;gem5-buildroot-setup,gem5&gt;&gt; and x86_64, ARMv7 and ARMv8 &lt;&lt;userland-assembly,userland&gt;&gt; and &lt;&lt;baremetal-setup,baremetal&gt;&gt; assembly, &lt;&lt;c,ANSI C&gt;&gt;, &lt;&lt;cpp,C++&gt;&gt; and &lt;&lt;posix,POSIX&gt;&gt;. &lt;&lt;gdb&gt;&gt; and &lt;&lt;kgdb&gt;&gt; just work. Powered by &lt;&lt;about-the-qemu-buildroot-setup,Buildroot&gt;&gt; and &lt;&lt;about-the-baremetal-setup,crosstool-NG&gt;&gt;. Highly automated. Thoroughly documented. Automated &lt;&lt;test-this-repo,tests&gt;&gt;. "Tested" in an Ubuntu 20.04 host.">
<title>Linux Kernel Module Cheat</title>
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</head>
<body id="algorithms" class="article">
<div id="header">
<h1>Linux Kernel Module Cheat</h1>
</div>
<div id="content">
<div class="sect2">
<h3 id="algorithms"><a class="anchor" href="#algorithms"></a><a class="link" href="#algorithms">27.8. Algorithms</a></h3>
<div class="paragraph">
<p><a href="https://github.com/cirosantilli/linux-kernel-module-cheat/blob/master/userland/algorithm">userland/algorithm</a></p>
</div>
<div class="paragraph">
<p>This is still work in progress and needs better automation, but is already a good sketch. Key missing features:</p>
</div>
<div class="ulist">
<ul>
<li>
<p>actually check that outputs are correct in <code>./test</code></p>
</li>
<li>
<p>create a mechanism to run all or some selected hand coded inputs</p>
</li>
<li>
<p>create a mechanism to run generated input</p>
</li>
</ul>
</div>
<div class="paragraph">
<p>The idea was originally started at: <a href="https://github.com/cirosantilli/algorithm-cheat" class="bare">https://github.com/cirosantilli/algorithm-cheat</a></p>
</div>
<div class="paragraph">
<p>The key idea is that input / output pairs are present in human readable files generated either:</p>
</div>
<div class="ulist">
<ul>
<li>
<p>manually for small test inputs</p>
</li>
<li>
<p>with a Python script for larger randomized tests</p>
</li>
</ul>
</div>
<div class="paragraph">
<p>Test programs then:</p>
</div>
<div class="ulist">
<ul>
<li>
<p>read input from sdtin</p>
</li>
<li>
<p>produce output to stdout</p>
</li>
</ul>
</div>
<div class="paragraph">
<p>so that we can compare the output to the expected one.</p>
</div>
<div class="paragraph">
<p>This way, tests can be reused across several implementations in different languages, emulating the many multi-language programming competition websites out there.</p>
</div>
<div class="paragraph">
<p>For example, for a <a href="userland-setup-getting-started-natively.html">native run</a> we can can run a set / sorting test:</p>
</div>
<div class="literalblock">
<div class="content">
<pre>cd userland/algorithm/set
./build
# Run with a small hand written test.
./std_set.out &lt; test_data/8.i &gt; tmp.raw
# Extract the output from the sorted stdout, which also
# contained some timing information.
./parse_output output &lt; tmp.raw &gt; tmp.o
# Compare the output to the Expected one.
cmp tmp.o test_data/8.e
# Same but now with a large randomly generated input.
./generate_io
./std_set.out &lt; tmp.i | ./parse_output output &gt; tmp.o
cmp tmp.o tmp.e</pre>
</div>
</div>
<div class="paragraph">
<p>It is also possible to the algorithm tests normally from emulators in <a href="user-mode-simulation.html">User mode simulation</a> by setting stdin as explained at <a href="syscall-emulation-mode-program-stdin.html">syscall emulation mode program stdin</a>, e.g.:</p>
</div>
<div class="literalblock">
<div class="content">
<pre>./run --arch aarch64 -u userland/algorithm/set/std_set.cpp --stdin-file userland/algorithm/set/test_data/8.i</pre>
</div>
</div>
<div class="paragraph">
<p>Sources:</p>
</div>
<div class="ulist">
<ul>
<li>
<p><a href="https://github.com/cirosantilli/linux-kernel-module-cheat/blob/master/userland/algorithm/set/generate_io">userland/algorithm/set/generate_io</a></p>
</li>
<li>
<p><a href="https://github.com/cirosantilli/linux-kernel-module-cheat/blob/master/userland/algorithm/set/main.hpp">userland/algorithm/set/main.hpp</a></p>
</li>
<li>
<p><a href="https://github.com/cirosantilli/linux-kernel-module-cheat/blob/master/userland/algorithm/set/parse_output">userland/algorithm/set/parse_output</a></p>
</li>
<li>
<p><a href="https://github.com/cirosantilli/linux-kernel-module-cheat/blob/master/userland/algorithm/set/std_set.cpp">userland/algorithm/set/std_set.cpp</a></p>
</li>
<li>
<p><a href="https://github.com/cirosantilli/linux-kernel-module-cheat/blob/master/userland/algorithm/set/test_data/8.e">userland/algorithm/set/test_data/8.e</a></p>
</li>
<li>
<p><a href="https://github.com/cirosantilli/linux-kernel-module-cheat/blob/master/userland/algorithm/set/test_data/8.i">userland/algorithm/set/test_data/8.i</a></p>
</li>
</ul>
</div>
<div class="paragraph">
<p><a href="https://github.com/cirosantilli/linux-kernel-module-cheat/blob/master/userland/algorithm/set/parse_output">userland/algorithm/set/parse_output</a> is needed because timing instrumentation measurements must be embedded in the program itself to allow:</p>
</div>
<div class="ulist">
<ul>
<li>
<p>discounting the input reading / output writing operations from the actual "read / write to / from memory algorithm" itself</p>
</li>
<li>
<p>measuring the evolution of the benchmark mid way, e.g. to see how the current container size affects insertion time: <a href="bst-vs-heap-vs-hashmap.html">BST vs heap vs hashmap</a></p>
</li>
</ul>
</div>
<div class="paragraph">
<p>The following are also interesting Buildroot libraries that we could benchmark:</p>
</div>
<div class="ulist">
<ul>
<li>
<p>Armadillo <code>C++</code>: linear algebra</p>
</li>
<li>
<p>fftw: Fourier transform</p>
</li>
<li>
<p>Flann</p>
</li>
<li>
<p>GSL: various</p>
</li>
<li>
<p>liblinear</p>
</li>
<li>
<p>libspacialindex</p>
</li>
<li>
<p>libtommath</p>
</li>
<li>
<p>qhull</p>
</li>
</ul>
</div>
<div class="paragraph">
<p>These are good targets for <a href="gem5-run-benchmark.html">performance analysis with gem5</a>, and there is some overlap between this section and <a href="benchmarks.html">Benchmarks</a>.</p>
</div>
<div class="ulist">
<ul>
<li>
<p><a href="bst-vs-heap-vs-hashmap.html">BST vs heap vs hashmap</a></p>
</li>
<li>
<p><a href="blas.html">BLAS</a></p>
</li>
<li>
<p><a href="eigen.html">Eigen</a></p>
</li>
</ul>
</div>
</div>
<div class="paragraph nav-footer">
<p> Previous: <a href="java.html">Java</a> | ↑ Up: <a href="userland-content.html">Userland content</a> | ⌂ Home: <a href="README.html">Linux Kernel Module Cheat</a> | Next: <a href="bst-vs-heap-vs-hashmap.html">BST vs heap vs hashmap</a> →</p>
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