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linux-kernel-module-cheat/gem5-python-c-interaction.html
Ciro Santilli 0a2a05fe28 8e6cdcb14b
2025-05-10 07:50:53 +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;. EVERYTHING is built from source. &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="gem5-python-c-interaction" class="article">
<div id="header">
<h1>Linux Kernel Module Cheat</h1>
</div>
<div id="content">
<div class="sect3">
<h4 id="gem5-python-c-interaction"><a class="anchor" href="#gem5-python-c-interaction"></a><a class="link" href="#gem5-python-c-interaction">24.22.2. gem5 Python C++ interaction</a></h4>
<div class="paragraph">
<p>The interaction uses the Python C extension interface <a href="https://docs.python.org/2/extending/extending.html" class="bare">https://docs.python.org/2/extending/extending.html</a> interface through the <a href="pybind11.html">pybind11</a> helper library: <a href="https://github.com/pybind/pybind11" class="bare">https://github.com/pybind/pybind11</a></p>
</div>
<div class="paragraph">
<p>The C++ executable both:</p>
</div>
<div class="ulist">
<ul>
<li>
<p>starts running the Python executable</p>
</li>
<li>
<p>provides Python classes written in C++ for that Python code to use</p>
</li>
</ul>
</div>
<div class="paragraph">
<p>An example of this can be found at:</p>
</div>
<div class="ulist">
<ul>
<li>
<p><a href="https://docs.python.org/2/extending/embedding.html#extending-embedded-python" class="bare">https://docs.python.org/2/extending/embedding.html#extending-embedded-python</a></p>
</li>
<li>
<p><a href="https://github.com/pybind/pybind11/tree/v2.2.3/tests/test_embed" class="bare">https://github.com/pybind/pybind11/tree/v2.2.3/tests/test_embed</a></p>
</li>
</ul>
</div>
<div class="paragraph">
<p>then gem5 magic <code>SimObject</code> class adds some crazy stuff on top of it further, is is a mess. In particular, it auto generates <code>params/</code> headers. TODO: why is this mess needed at all? pybind11 seems to handle constructor arguments just fine:</p>
</div>
<div class="ulist">
<ul>
<li>
<p><a href="https://github.com/pybind/pybind11/blob/v2.2.3/tests/test_class.py#L77" class="bare">https://github.com/pybind/pybind11/blob/v2.2.3/tests/test_class.py#L77</a></p>
</li>
<li>
<p><a href="https://github.com/pybind/pybind11/blob/v2.2.3/tests/test_class.cpp#L41" class="bare">https://github.com/pybind/pybind11/blob/v2.2.3/tests/test_class.cpp#L41</a></p>
</li>
</ul>
</div>
<div class="paragraph">
<p>Let&#8217;s study <code>BadDevice</code> for example:</p>
</div>
<div class="paragraph">
<p><code>src/dev/BadDevice.py</code> defines <code>devicename</code>:</p>
</div>
<div class="literalblock">
<div class="content">
<pre>class BadDevice(BasicPioDevice):
type = 'BadDevice'
cxx_header = "dev/baddev.hh"
devicename = Param.String("Name of device to error on")</pre>
</div>
</div>
<div class="paragraph">
<p>The object is created in Python for example from <code>src/dev/alpha/Tsunami.py</code> as:</p>
</div>
<div class="literalblock">
<div class="content">
<pre> fb = BadDevice(pio_addr=0x801fc0003d0, devicename='FrameBuffer')</pre>
</div>
</div>
<div class="paragraph">
<p>Since <code>BadDevice</code> has no <code>__init__</code> method, and neither <code>BasicPioDevice</code>, it all just falls through until the <code>SimObject.__init__</code> constructor.</p>
</div>
<div class="paragraph">
<p>This constructor will loop through the inheritance chain and give the Python parameters to the C++ BadDeviceParams class as follows.</p>
</div>
<div class="paragraph">
<p>The auto-generated <code>build/ARM/params/BadDevice.hh</code> file defines BadDeviceParams in C++:</p>
</div>
<div class="literalblock">
<div class="content">
<pre>#ifndef __PARAMS__BadDevice__
#define __PARAMS__BadDevice__
class BadDevice;
#include &lt;cstddef&gt;
#include &lt;string&gt;
#include "params/BasicPioDevice.hh"
struct BadDeviceParams
: public BasicPioDeviceParams
{
BadDevice * create();
std::string devicename;
};
#endif // __PARAMS__BadDevice__</pre>
</div>
</div>
<div class="paragraph">
<p>and <code>./python/_m5/param_BadDevice.cc</code> defines the param Python from C++ with pybind11:</p>
</div>
<div class="literalblock">
<div class="content">
<pre>namespace py = pybind11;
static void
module_init(py::module &amp;m_internal)
{
py::module m = m_internal.def_submodule("param_BadDevice");
py::class_&lt;BadDeviceParams, BasicPioDeviceParams, std::unique_ptr&lt;BadDeviceParams, py::nodelete&gt;&gt;(m, "BadDeviceParams")
.def(py::init&lt;&gt;())
.def("create", &amp;BadDeviceParams::create)
.def_readwrite("devicename", &amp;BadDeviceParams::devicename)
;
py::class_&lt;BadDevice, BasicPioDevice, std::unique_ptr&lt;BadDevice, py::nodelete&gt;&gt;(m, "BadDevice")
;
}
static EmbeddedPyBind embed_obj("BadDevice", module_init, "BasicPioDevice");</pre>
</div>
</div>
<div class="paragraph">
<p><code>src/dev/baddev.hh</code> then uses the parameters on the constructor:</p>
</div>
<div class="literalblock">
<div class="content">
<pre>class BadDevice : public BasicPioDevice
{
private:
std::string devname;
public:
typedef BadDeviceParams Params;
protected:
const Params *
params() const
{
return dynamic_cast&lt;const Params *&gt;(_params);
}
public:
/**
* Constructor for the Baddev Class.
* @param p object parameters
* @param a base address of the write
*/
BadDevice(Params *p);</pre>
</div>
</div>
<div class="paragraph">
<p><code>src/dev/baddev.cc</code> then uses the parameter:</p>
</div>
<div class="literalblock">
<div class="content">
<pre>BadDevice::BadDevice(Params *p)
: BasicPioDevice(p, 0x10), devname(p-&gt;devicename)
{
}</pre>
</div>
</div>
<div class="paragraph">
<p>It has been found that this usage of <a href="pybind11.html">pybind11</a> across hundreds of <code>SimObject</code> files accounted for 50% of the gem5 build time at one point: <a href="pybind11-accounts-for-50-of-gem5-build-time.html">pybind11 accounts for 50% of gem5 build time</a>.</p>
</div>
<div class="paragraph">
<p>To get a feeling of how <code>SimObject</code> objects are run, see: <a href="gem5-event-queue-atomicsimplecpu-syscall-emulation-freestanding-example-analysis.html">gem5 event queue AtomicSimpleCPU syscall emulation freestanding example analysis</a>.</p>
</div>
<div class="paragraph">
<p>Bibliography:</p>
</div>
<div class="ulist">
<ul>
<li>
<p><a href="https://stackoverflow.com/questions/61910993/viewing-the-parameters-of-the-branch-predictor-in-gem5/61914449#61914449" class="bare">https://stackoverflow.com/questions/61910993/viewing-the-parameters-of-the-branch-predictor-in-gem5/61914449#61914449</a></p>
</li>
<li>
<p><a href="https://stackoverflow.com/questions/62969566/attributes-of-system-object-in-gem5/62970092#62970092" class="bare">https://stackoverflow.com/questions/62969566/attributes-of-system-object-in-gem5/62970092#62970092</a></p>
</li>
</ul>
</div>
<div class="paragraph">
<p>Tested on gem5 08c79a194d1a3430801c04f37d13216cc9ec1da3.</p>
</div>
<div class="ulist">
<ul>
</ul>
</div>
</div>
<div class="paragraph nav-footer">
<p> Previous: <a href="gem5-eclipse-configuration.html">gem5 Eclipse configuration</a> | ↑ Up: <a href="gem5-internals.html">gem5 internals</a> | ⌂ Home: <a href="README.html">Linux Kernel Module Cheat</a> | Next: <a href="gem5-entry-point.html">gem5 entry point</a> →</p>
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