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	<updated>2026-04-22T00:00:00+00:00</updated>
	
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		<title>A minimal VMM in Rust with Apple Hypervisor</title>
		<published>2026-04-22T00:00:00+00:00</published>
		<updated>2026-04-22T00:00:00+00:00</updated>
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		<content type="html" xml:base="https://gigapotential.dev/blog/minimal-vmm-in-rust-with-apple-hypervisor/">&lt;h1 id=&quot;virtual-machine-monitor&quot;&gt;Virtual Machine Monitor&lt;&#x2F;h1&gt;
&lt;p&gt;&lt;a href=&quot;..&#x2F;minimal-vmm-in-rust-with-kvm-hypervisor&#x2F;&quot;&gt;Previously&lt;&#x2F;a&gt;, we implemented a VMM with KVM for an x86_64 processor. This time we&#x27;ll do the same thing — implement a VMM from scratch — but on Apple Silicon macOS using the Hypervisor framework.&lt;&#x2F;p&gt;
&lt;p&gt;On the surface, KVM and Apple Hypervisor APIs look very similar:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;Create a VM&lt;&#x2F;li&gt;
&lt;li&gt;Set up memory for it (similar to libc&#x27;s &lt;code&gt;mmap&lt;&#x2F;code&gt; and &lt;code&gt;munmap&lt;&#x2F;code&gt;)&lt;&#x2F;li&gt;
&lt;li&gt;Create a vCPU and set up its registers&lt;&#x2F;li&gt;
&lt;li&gt;In a loop, run the vCPU and handle any exit events&lt;&#x2F;li&gt;
&lt;li&gt;Clean up by closing file descriptors (KVM) or calling destroy methods (Apple Hypervisor)&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;Just see this image from the official &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;developer.apple.com&#x2F;documentation&#x2F;hypervisor&quot;&gt;Hypervisor docs&lt;&#x2F;a&gt;:&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;https:&#x2F;&#x2F;docs-assets.developer.apple.com&#x2F;published&#x2F;bfee1ebf262231d5c3c11994026b7023&#x2F;media-2916425%402x.png&quot; alt=&quot;Example VM Lifecycle with Apple Hypervisor&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;p&gt;Like before, we&#x27;ll use minimal external dependencies, but this time we&#x27;ll go a bit deeper — generate Rust bindings for Hypervisor APIs, use ARM assembly for guest code instead of raw binary, and read the output generated by the guest via a general-purpose register.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;rust-bindings-for-hypervisor-api&quot;&gt;Rust Bindings for Hypervisor API&lt;&#x2F;h2&gt;
&lt;p&gt;&lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;rust-lang.github.io&#x2F;rust-bindgen&#x2F;introduction.html&quot;&gt;&lt;code&gt;bindgen&lt;&#x2F;code&gt;&lt;&#x2F;a&gt; automatically generates Rust FFI bindings for C&#x2F;C++ libraries.&lt;&#x2F;p&gt;
&lt;p&gt;It takes a wrapper header file as input. This wrapper file includes the header files of interest — in our case, the Hypervisor framework header:&lt;&#x2F;p&gt;
&lt;p&gt;&lt;code&gt;wrapper.h&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;c&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;#&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;include&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt; &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;Hypervisor&#x2F;Hypervisor.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;How do we locate the header file for Hypervisor on macOS? By using the &lt;code&gt;xcrun&lt;&#x2F;code&gt; CLI:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;shellscript&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;$&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; xcrun&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; -&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;sdk&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; macosx&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; -&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;-show-sdk-path&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;&#x2F;Library&#x2F;Developer&#x2F;CommandLineTools&#x2F;SDKs&#x2F;MacOSX.sdk&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;#&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; It links to installed SDK version:&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;$&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; readlink&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; &#x2F;Library&#x2F;Developer&#x2F;CommandLineTools&#x2F;SDKs&#x2F;MacOSX.sdk&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;MacOSX26.4.sdk&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Frameworks reside in &lt;code&gt;&#x2F;Library&#x2F;Developer&#x2F;CommandLineTools&#x2F;SDKs&#x2F;MacOSX.sdk&#x2F;System&#x2F;Library&#x2F;Frameworks&lt;&#x2F;code&gt;. For Hypervisor headers:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;shellscript&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;$&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; ls&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; &#x2F;Library&#x2F;Developer&#x2F;CommandLineTools&#x2F;SDKs&#x2F;MacOSX.sdk&#x2F;System&#x2F;Library&#x2F;Frameworks&#x2F;Hypervisor.framework&#x2F;Headers&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_arch_vmx.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;       hv_gic_parameters.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; hv_sme_config.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;     hv_vm_allocate.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;    hv.h&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_arch_x86.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;       hv_gic_state.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;      hv_types.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;          hv_vm_config.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;      Hypervisor.h&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_base.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;           hv_gic_types.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;      hv_vcpu_config.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;    hv_vm_types.h&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_error.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;          hv_gic.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;            hv_vcpu_types.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;     hv_vm.h&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_gic_config.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;     hv_intr.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;           hv_vcpu.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;           hv_vmx.h&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;&lt;code&gt;Hypervisor.h&lt;&#x2F;code&gt; already includes all the other header files for both x86_64 and arm64, so in our &lt;code&gt;wrapper.h&lt;&#x2F;code&gt; we just need to include this single file.&lt;&#x2F;p&gt;
&lt;h3 id=&quot;build-rs&quot;&gt;build.rs&lt;&#x2F;h3&gt;
&lt;p&gt;First, we add a build-time dependency in &lt;code&gt;Cargo.toml&lt;&#x2F;code&gt; via &lt;code&gt;cargo add --build bindgen&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Now we have everything to write the build script that generates Rust bindings from &lt;code&gt;wrapper.h&lt;&#x2F;code&gt; into &lt;code&gt;bindings.rs&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;use&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;path&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;PathBuf&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; process&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Command&lt;&#x2F;span&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; get_sdk_path&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; String&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; output&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Command&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;xcrun&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;arg&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;-sdk&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;arg&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;macosx&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;arg&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;--show-sdk-path&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;output&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;expect&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;failed to run xcrun -sdk macosx --show-sdk-path&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    if&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; !&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;output&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;status&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;success&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        panic!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;            &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;failed to get sdk path: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;            String&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;from_utf8_lossy&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;output&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;stderr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;as_ref&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        )&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; sdk_path&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; String&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; String&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;from_utf8_lossy&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;output&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;stdout&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;as_ref&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    sdk_path&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;trim&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; main&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; binding_rs_path&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        PathBuf&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;from&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;env&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;var&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;OUT_DIR&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;expect&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;OUT_DIR env var not present&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;join&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;bindings.rs&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; sdk_path&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; get_sdk_path&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    bindgen&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;builder&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;header&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;wrapper.h&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;clang_arg&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;format!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;-F&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;&#x2F;System&#x2F;Library&#x2F;Frameworks&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; sdk_path&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;derive_debug&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;true&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;derive_default&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;true&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;generate&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;expect&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;failed to generate bindings&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;write_to_file&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;binding_rs_path&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;expect&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;failed to write bindings.rs&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;cargo:rustc-link-lib=framework=Hypervisor&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    (&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;&lt;code&gt;bindgen&lt;&#x2F;code&gt; uses clang to process header files, so we need to provide the framework search path via the &lt;code&gt;-F&lt;&#x2F;code&gt; flag. Without it, we&#x27;d see errors like &lt;code&gt;&quot;Hypervisor&#x2F;Hypervisor.h&quot; file not found&lt;&#x2F;code&gt; — that&#x27;s why we resolve the SDK path first.&lt;&#x2F;p&gt;
&lt;p&gt;From &lt;code&gt;man clang&lt;&#x2F;code&gt; on macOS:&lt;&#x2F;p&gt;
&lt;blockquote&gt;
&lt;p&gt;-F&amp;lt;directory&amp;gt;&lt;&#x2F;p&gt;
&lt;p&gt;Add the specified directory to the search path for framework include files.&lt;&#x2F;p&gt;
&lt;&#x2F;blockquote&gt;
&lt;p&gt;We also need to tell &lt;code&gt;rustc&lt;&#x2F;code&gt; which system library to link against via &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;doc.rust-lang.org&#x2F;cargo&#x2F;reference&#x2F;build-scripts.html#rustc-link-lib&quot;&gt;rustc-link-lib&lt;&#x2F;a&gt;. Without this, &lt;code&gt;cargo build&lt;&#x2F;code&gt; will fail with &quot;undefined symbols&quot; when we use functions from the generated bindings.&lt;&#x2F;p&gt;
&lt;p&gt;We can now use the generated &lt;code&gt;bindings.rs&lt;&#x2F;code&gt; as follows:&lt;&#x2F;p&gt;
&lt;p&gt;&lt;code&gt;main.rs&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;mod&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; bindings&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    include!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;concat!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;env!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;OUT_DIR&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt; &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;&#x2F;bindings.rs&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; main&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;The &lt;code&gt;env!&lt;&#x2F;code&gt; macro retrieves an environment variable at compile time, as opposed to &lt;code&gt;std::env::var&lt;&#x2F;code&gt; which reads it at runtime.&lt;&#x2F;p&gt;
&lt;p&gt;The included file is textually inserted into the surrounding code, so we access its symbols like &lt;code&gt;bindings::hv_vm_create&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;create-a-vm&quot;&gt;Create a VM&lt;&#x2F;h2&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#&lt;&#x2F;span&gt;&lt;span&gt;!&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span&gt;allow&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;non_upper_case_globals&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#&lt;&#x2F;span&gt;&lt;span&gt;!&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span&gt;allow&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;non_camel_case_types&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#&lt;&#x2F;span&gt;&lt;span&gt;!&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span&gt;allow&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;non_snake_case&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#&lt;&#x2F;span&gt;&lt;span&gt;!&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span&gt;allow&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;unnecessary_transmutes&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#&lt;&#x2F;span&gt;&lt;span&gt;!&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span&gt;allow&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;improper_ctypes&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#&lt;&#x2F;span&gt;&lt;span&gt;!&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span&gt;allow&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;unused&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;use&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;use&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; crate&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;bindings&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;{&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    HV_BAD_ARGUMENT&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; HV_BUSY&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; HV_ERROR&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; HV_NO_DEVICE&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; HV_NO_RESOURCES&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; HV_SUCCESS&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; HV_UNSUPPORTED&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    hv_vm_create&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;mod&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; bindings&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    include!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;concat!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;env!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;OUT_DIR&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt; &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;&#x2F;bindings.rs&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; main&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Result&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Box&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;dyn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 1. Create a VM&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; val&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; hv_vm_create&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ptr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;null_mut&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    match&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; val&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;        HV_SUCCESS&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_SUCCESS: The operation completed successfully.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;        HV_ERROR&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_ERROR: The operation was unsuccessful.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;        HV_BUSY&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;            &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_BUSY: The operation was unsuccessful because the owning resource was busy.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        )&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;        HV_BAD_ARGUMENT&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;            &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_BAD_ARGUMENT: The operation was unsuccessful because the function call had an invalid argument.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        )&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;        HV_NO_RESOURCES&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;            &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_NO_RESOURCES: The operation was unsuccessful because the host had no resources available to complete the request.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        )&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;        HV_NO_DEVICE&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;            &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_NO_DEVICE: The operation was unsuccessful because no VM or vCPU was available.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        )&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;        HV_UNSUPPORTED&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;            eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_UNSUPPORTED: The operation requested isn’t supported by the hypervisor.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;        _&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;unknown &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;val&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    Ok&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;The generated symbol names come from C header files and don&#x27;t follow Rust naming conventions, so we add &lt;code&gt;#![allow(...)]&lt;&#x2F;code&gt; attributes at the top to suppress warnings.&lt;&#x2F;p&gt;
&lt;p&gt;The match statement for the return value is straight from the documentation for &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;developer.apple.com&#x2F;documentation&#x2F;hypervisor&#x2F;hv_return_t&quot;&gt;&lt;code&gt;hv_return_t&lt;&#x2F;code&gt;&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Running this with &lt;code&gt;cargo run&lt;&#x2F;code&gt;, we see:&lt;&#x2F;p&gt;
&lt;blockquote&gt;
&lt;p&gt;unknown -85377017&lt;&#x2F;p&gt;
&lt;&#x2F;blockquote&gt;
&lt;p&gt;This is because our VMM must have the &lt;code&gt;com.apple.security.hypervisor&lt;&#x2F;code&gt; entitlement. Let&#x27;s create an entitlement file:&lt;&#x2F;p&gt;
&lt;p&gt;&lt;code&gt;virt.entitlements&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;xml&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;&amp;lt;?&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name z-tag&quot;&gt;xml&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity&quot;&gt; version&lt;&#x2F;span&gt;&lt;span&gt;=&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;1.0&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity&quot;&gt; encoding&lt;&#x2F;span&gt;&lt;span&gt;=&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;UTF-8&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;?&amp;gt;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;&amp;lt;!&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;DOCTYPE&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt; plist&lt;&#x2F;span&gt;&lt;span&gt; PUBLIC &amp;quot;-&#x2F;&#x2F;Apple&#x2F;&#x2F;DTD PLIST 1.0&#x2F;&#x2F;EN&amp;quot; &amp;quot;http:&#x2F;&#x2F;www.apple.com&#x2F;DTDs&#x2F;PropertyList-1.0.dtd&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name z-tag&quot;&gt;plist&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity&quot;&gt; version&lt;&#x2F;span&gt;&lt;span&gt;=&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;1.0&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    &amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name z-tag&quot;&gt;dict&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        &amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name z-tag&quot;&gt;key&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;com.apple.security.hypervisor&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name z-tag&quot;&gt;key&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        &amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name z-tag&quot;&gt;true&lt;&#x2F;span&gt;&lt;span&gt;&#x2F;&amp;gt;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    &amp;lt;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name z-tag&quot;&gt;dict&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;&amp;lt;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name z-tag&quot;&gt;plist&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;For local development, self-sign the debug binary:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;shellscript&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;codesign&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; -&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;-sign&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; -&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; -&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;-force&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; -&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;-entitlements=virt.entitlements&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; ..&#x2F;target&#x2F;debug&#x2F;minimal-apple-hypervisor&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Now, if we rerun our VMM:&lt;&#x2F;p&gt;
&lt;blockquote&gt;
&lt;p&gt;$ ..&#x2F;target&#x2F;debug&#x2F;minimal-apple-hypervisor&lt;&#x2F;p&gt;
&lt;p&gt;HV_SUCCESS: The operation completed successfully.&lt;&#x2F;p&gt;
&lt;&#x2F;blockquote&gt;
&lt;p&gt;All Hypervisor APIs return &lt;code&gt;hv_return_t&lt;&#x2F;code&gt;, so to keep things DRY, let&#x27;s create an &lt;code&gt;hv_call!&lt;&#x2F;code&gt; macro and an &lt;code&gt;HVError&lt;&#x2F;code&gt; struct.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span&gt;derive&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Debug&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage z-type&quot;&gt; struct&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; HVError&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;i32&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; for&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; HVError&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Display&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; for&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; HVError&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; fmt&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; f&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;fmt&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Formatter&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span&gt;&amp;#39;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;_&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;fmt&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Result&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        write!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;f&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt; &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt; self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; HVError&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; from_error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;err&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; i32&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt; Self&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        HVError&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;err&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;macro_rules!&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; hv_call&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    (&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;$&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;e&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;expr&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span&gt;{&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; val&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; $&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;e&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        match&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; val&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;            HV_SUCCESS&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_SUCCESS: The operation completed successfully.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;            HV_ERROR&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_ERROR: The operation was unsuccessful.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;            HV_BUSY&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;                &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_BUSY: The operation was unsuccessful because the owning resource was busy.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            )&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;            HV_BAD_ARGUMENT&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;                &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_BAD_ARGUMENT: The operation was unsuccessful because the function call had an invalid argument.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            )&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;            HV_NO_RESOURCES&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;                &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_NO_RESOURCES: The operation was unsuccessful because the host had no resources available to complete the request.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            )&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;            HV_NO_DEVICE&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;                &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_NO_DEVICE: The operation was unsuccessful because no VM or vCPU was available.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            )&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;            HV_UNSUPPORTED&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;                eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HV_UNSUPPORTED: The operation requested isn’t supported by the hypervisor.&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;            _&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;unknown &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;val&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        match&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; val&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;            HV_SUCCESS&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Ok&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;val&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;            _&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;HVError&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;from_error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;val&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;With this, our VM creation is simply:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 1. Create a VM&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; hv_call!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_vm_create&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ptr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;null_mut&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h2 id=&quot;create-vm-memory&quot;&gt;Create VM Memory&lt;&#x2F;h2&gt;
&lt;p&gt;For this, we need &lt;code&gt;libc&lt;&#x2F;code&gt; for &lt;code&gt;mmap&lt;&#x2F;code&gt; and &lt;code&gt;munmap&lt;&#x2F;code&gt; system calls, so we add our only runtime dependency: &lt;code&gt;cargo add libc&lt;&#x2F;code&gt;.
We ask the system for read-write memory, but when mapping it to the hypervisor with &lt;code&gt;hv_vm_map&lt;&#x2F;code&gt;, we make it read-write-execute.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 2 blocks&#x2F;pages of 16KiB - on Apple Silicon default page size is 16KiB&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; VM_MEMORY_SIZE&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; usize&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 2&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; *&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 16384&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;struct&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Mmap&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; *&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;os&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;raw&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;c_void&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; len&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; usize&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Mmap&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;len&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; usize&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Result&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;Self&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Box&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;dyn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;            libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;mmap&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;                std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ptr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;null_mut&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;                len&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;                libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;PROT_READ&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; |&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;PROT_WRITE&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;                libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;MAP_ANON&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; |&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;MAP_PRIVATE&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;                -&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;1&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;                0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            )&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; ==&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;MAP_FAILED&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            return&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;format!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;failed to mmap: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;io&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        Ok&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Mmap&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; addr&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; len&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Drop&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; for&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Mmap&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; drop&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt; self&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        if&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; !&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;is_null&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;                libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;munmap&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;addr&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt; self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;len&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; in main:&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 2. Create and set up VM memory.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Map a region in VMM&amp;#39;s virtual address space to guest physical address space&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_mmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Mmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;VM_MEMORY_SIZE&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_map&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; hv_call!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_vm_map&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    vm_mmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;addr&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;    0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;    VM_MEMORY_SIZE&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    (&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;HV_MEMORY_READ&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; |&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; HV_MEMORY_WRITE&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; |&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; HV_MEMORY_EXEC&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h2 id=&quot;copy-guest-code&quot;&gt;Copy Guest Code&lt;&#x2F;h2&gt;
&lt;p&gt;We want to run the whole VM lifecycle, so we implement simple guest code that does two things:&lt;&#x2F;p&gt;
&lt;ol&gt;
&lt;li&gt;Store a value in a CPU register (&lt;code&gt;x0&lt;&#x2F;code&gt;)&lt;&#x2F;li&gt;
&lt;li&gt;Execute an instruction (&lt;code&gt;hvc&lt;&#x2F;code&gt;) that causes the VM to exit and returns control to our VMM&lt;&#x2F;li&gt;
&lt;&#x2F;ol&gt;
&lt;p&gt;It&#x27;s simple enough that we can write it in assembly and let Rust take care of assembling it into machine code.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Guest Code&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;global_asm!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;    r&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;#&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;    .global _guest_code_start&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;    .global _guest_code_end&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;    .align 4&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;_guest_code_start:&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;    mov x0, #0x41   &#x2F;&#x2F; Move a value in general purpose register, so we can see it after vcpu exit.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;    hvc #0          &#x2F;&#x2F; Hypervisor call - will cause exit&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;_guest_code_end:&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;    &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;#&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;unsafe&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage z-type&quot;&gt; extern&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt; &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;C&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage&quot;&gt;    static&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; guest_code_start&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; u8&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage&quot;&gt;    static&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; guest_code_end&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; u8&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; guest_code&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;&amp;#39;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;static&lt;&#x2F;span&gt;&lt;span&gt; [&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;u8&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; start&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;guest_code_start&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; as&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; *&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; u8&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; end&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;guest_code_end&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; as&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; *&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; u8&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; len&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; end&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;offset_from&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;start&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; as&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; usize&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;slice&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;from_raw_parts&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;start&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; len&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;We place code between two labels exported as global symbols, expose those labels to Rust via &lt;code&gt;extern&lt;&#x2F;code&gt; declarations, and then read the bytes between them as raw data to copy into guest memory:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 3. Copy Guest Code&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; code&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; guest_code&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ptr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;copy_nonoverlapping&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;code&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;as_ptr&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_mmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;addr &lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;as&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; *&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; u8&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; code&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;len&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Let&#x27;s dissect the guest code machinery. We use &lt;code&gt;global_asm!&lt;&#x2F;code&gt; because this assembly isn&#x27;t scoped to a function — it emits instructions directly into the VMM binary. Inside the macro, we mark the start and end boundaries of our guest code with labels and export them as &lt;code&gt;.global&lt;&#x2F;code&gt; symbols. They need to be &lt;code&gt;.global&lt;&#x2F;code&gt; so the linker knows where they&#x27;re defined — we then reference them via &lt;code&gt;extern &quot;C&quot;&lt;&#x2F;code&gt; and let the linker resolve them for us.&lt;&#x2F;p&gt;
&lt;p&gt;From the assembly perspective, labels represent addresses — they mark specific positions in the compiled binary. By placing them at the start and end of our guest code, we can determine exactly where it lives in memory.&lt;&#x2F;p&gt;
&lt;p&gt;From Rust&#x27;s perspective, &lt;code&gt;guest_code_start&lt;&#x2F;code&gt; and &lt;code&gt;guest_code_end&lt;&#x2F;code&gt; are two static variables of type &lt;code&gt;u8&lt;&#x2F;code&gt; that exist somewhere in memory. Their byte values happen to be the first bytes of the corresponding instructions in binary form.&lt;&#x2F;p&gt;
&lt;p&gt;For our purposes, the declared type is irrelevant — we only need their addresses (&lt;code&gt;&amp;amp;guest_code_start as *const u8&lt;&#x2F;code&gt; and &lt;code&gt;&amp;amp;guest_code_end as *const u8&lt;&#x2F;code&gt;) to perform pointer arithmetic and obtain a &lt;code&gt;&amp;amp;&#x27;static [u8]&lt;&#x2F;code&gt; slice of the guest code.&lt;&#x2F;p&gt;
&lt;p&gt;The leading underscore on &lt;code&gt;_guest_code_start&lt;&#x2F;code&gt; and &lt;code&gt;_guest_code_end&lt;&#x2F;code&gt; in assembly is a macOS convention — the Mach-O object format prefixes C symbols with an underscore.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;create-a-vcpu&quot;&gt;Create a vCPU&lt;&#x2F;h2&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 4. Create a virtual CPU&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt; mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vcpu_exit&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ptr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;null_mut&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt; mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; id&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vcpu&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; hv_call!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_vcpu_create&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; id&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vcpu_exit&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ptr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;null_mut&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;On successful creation of a vCPU, &lt;code&gt;hv_vcpu_create&lt;&#x2F;code&gt; stores the CPU id in &lt;code&gt;id&lt;&#x2F;code&gt; and a pointer to exit information in &lt;code&gt;vcpu_exit&lt;&#x2F;code&gt;.
Later, when we run the vCPU and handle exit events, the exit details will be available through &lt;code&gt;vcpu_exit&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;set-up-cpu-registers&quot;&gt;Set Up CPU Registers&lt;&#x2F;h2&gt;
&lt;p&gt;Here we set the program counter (PC) to &lt;code&gt;0&lt;&#x2F;code&gt; — the guest physical address where we copied our code — and configure the processor state register (CPSR) to disable interrupts.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 5. Setup CPU registers&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; set_reg&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; hv_call!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_vcpu_set_reg&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;id&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span&gt; hv_reg_t_HV_REG_PC&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Set Program State Register to basically disable all interrupts.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Put the CPU in EL1h (EL1 using SP_EL1) with interrupts masked. Value 0x3c5:&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; bits [3:0] = 0101 → EL1h mode&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; bit 6 (F) = 1 → mask FIQ&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; bit 7 (I) = 1 → mask IRQ&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; bit 8 (A) = 1 → mask SError&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; bit 9 (D) = 1 → mask debug&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_call!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_vcpu_set_reg&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;id&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span&gt; hv_reg_t_HV_REG_CPSR&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x3c5&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h2 id=&quot;run-the-vcpu&quot;&gt;Run the vCPU&lt;&#x2F;h2&gt;
&lt;p&gt;Now all that&#x27;s left is to run the vCPU and handle exit events by inspecting &lt;code&gt;vcpu_exit&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Since we expect &lt;code&gt;hvc&lt;&#x2F;code&gt; to cause the exit, we verify this by checking the exception class in the syndrome register. If it matches, we read the &lt;code&gt;x0&lt;&#x2F;code&gt; register to confirm our guest code stored the expected value.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 6. Run the vCPU&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;loop&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    hv_call!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_vcpu_run&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;id&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; exit&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;*&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;vcpu_exit&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 7. Handle vCPU exit event&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;exit reason: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; exit&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;reason&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;  physical_address: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;:#x&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; exit&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;exception&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;physical_address&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;  virtual_address: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;:#x&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; exit&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;exception&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;virtual_address&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;  syndrome: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;:#x&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; exit&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;exception&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;syndrome&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; check that HVC got us here&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; https:&#x2F;&#x2F;developer.arm.com&#x2F;documentation&#x2F;ddi0602&#x2F;2022-09&#x2F;Base-Instructions&#x2F;HVC--Hypervisor-Call-&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; https:&#x2F;&#x2F;developer.arm.com&#x2F;documentation&#x2F;111107&#x2F;2026-03&#x2F;AArch64-Registers&#x2F;ESR-EL1--Exception-Syndrome-Register--EL1-&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; exception class bits [31:26]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; exception_class&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; (&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;exit&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;exception&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;syndrome &lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 26&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x3f&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; exception_class&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; ==&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x16&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;HVC executed in Guest&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;        &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; get the value of x0&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt; mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; x0&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;u64&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        hv_call!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_vcpu_get_reg&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;id&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span&gt; hv_reg_t_HV_REG_X0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; x0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;X0 from Guest: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;x0:#x&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    break&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h2 id=&quot;cleanup&quot;&gt;Cleanup&lt;&#x2F;h2&gt;
&lt;p&gt;Let&#x27;s clean up in reverse order of creation — destroy the vCPU, unmap the memory region, and finally destroy the VM:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 8. Cleanup: destroy vcpu, unmap memory region, destroy vm&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vcpu_destroy&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; hv_call!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_vcpu_destroy&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;id&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_unmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; hv_call!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_vm_unmap&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; VM_MEMORY_SIZE&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_destroy&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; hv_call!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;hv_vm_destroy&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;That&#x27;s all it takes to run the &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;developer.apple.com&#x2F;documentation&#x2F;hypervisor#Example-VM-Life-Cycle&quot;&gt;VM lifecycle&lt;&#x2F;a&gt; from the official docs!&lt;&#x2F;p&gt;
&lt;h1 id=&quot;closing-thoughts&quot;&gt;Closing Thoughts&lt;&#x2F;h1&gt;
&lt;p&gt;The steps to run a VM lifecycle with KVM and Apple Hypervisor are conceptually similar. While our VM doesn&#x27;t do anything useful, it&#x27;s a good exercise to explore various aspects of systems programming.&lt;&#x2F;p&gt;
&lt;p&gt;Try modifying the value of &lt;code&gt;x0&lt;&#x2F;code&gt; in the guest code and explore the &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;64bit&#x2F;miniHype&#x2F;tree&#x2F;v0.0.3&quot;&gt;full source code&lt;&#x2F;a&gt;!&lt;&#x2F;p&gt;
&lt;p&gt;Let me know your feedback in the comment section below!&lt;&#x2F;p&gt;
</content>
	</entry>
	<entry xml:lang="en">
		<title>A minimal VMM in Rust with KVM</title>
		<published>2026-04-15T00:00:00+00:00</published>
		<updated>2026-04-15T00:00:00+00:00</updated>
		<link rel="alternate" type="text/html" href="https://gigapotential.dev/blog/minimal-vmm-in-rust-with-kvm-hypervisor/"/>
		<id>https://gigapotential.dev/blog/minimal-vmm-in-rust-with-kvm-hypervisor/</id>
    
		<content type="html" xml:base="https://gigapotential.dev/blog/minimal-vmm-in-rust-with-kvm-hypervisor/">&lt;h1 id=&quot;virtual-machine-monitor&quot;&gt;Virtual Machine Monitor&lt;&#x2F;h1&gt;
&lt;p&gt;If you&#x27;ve ever wondered how tools like Cloud Hypervisor or Firecracker work under the hood, building a minimal VMM is one of the best ways to learn. Let&#x27;s write one from scratch.&lt;&#x2F;p&gt;
&lt;p&gt;KVM (Kernel-based Virtual Machine) is a Linux kernel module that turns the host into a hypervisor.&lt;&#x2F;p&gt;
&lt;p&gt;We will use the KVM API to build software that runs a Virtual Machine. The industry uses the name VMM or Virtual Machine Monitor for such software — like &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;cloud-hypervisor&#x2F;cloud-hypervisor&quot;&gt;Cloud Hypervisor&lt;&#x2F;a&gt; or &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;firecracker-microvm&#x2F;firecracker&quot;&gt;Firecracker&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;system-calls&quot;&gt;System Calls&lt;&#x2F;h2&gt;
&lt;p&gt;KVM&#x27;s &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;www.kernel.org&#x2F;doc&#x2F;Documentation&#x2F;virtual&#x2F;kvm&#x2F;api.txt&quot;&gt;API&lt;&#x2F;a&gt; is a set of &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;man7.org&#x2F;linux&#x2F;man-pages&#x2F;man2&#x2F;ioctl.2.html&quot;&gt;&lt;code&gt;ioctl&lt;&#x2F;code&gt;&lt;&#x2F;a&gt; system calls. Combined with &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;man7.org&#x2F;linux&#x2F;man-pages&#x2F;man2&#x2F;mmap.2.html&quot;&gt;&lt;code&gt;mmap&lt;&#x2F;code&gt;&lt;&#x2F;a&gt; for managing VM memory, these two system calls are all we need to build a VMM.&lt;&#x2F;p&gt;
&lt;p&gt;In Rust we can call these system calls using the &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;rust-lang&#x2F;libc&quot;&gt;libc&lt;&#x2F;a&gt; crate, which provides raw FFI bindings to system libraries. Naturally these are &lt;code&gt;unsafe&lt;&#x2F;code&gt; methods — we will need to ensure memory safety, such as by passing or reading data via valid pointers. Because &quot;everything is a file&quot; in Linux, we&#x27;ll also need to ensure that we close files that are opened by these system calls.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;kvm-version&quot;&gt;KVM Version&lt;&#x2F;h2&gt;
&lt;p&gt;First thing we want to check is if the system has a stable KVM API version, the constant value 12, otherwise the application should not run:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;use&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;{&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    fs&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;OpenOptions&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    os&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;AsRawFd&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; unix&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;fs&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;OpenOptionsExt&lt;&#x2F;span&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;use&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;os&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;raw&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;{&lt;&#x2F;span&gt;&lt;span&gt;c_uint&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span&gt; c_ulong&lt;&#x2F;span&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_VERSION&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; i32&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 12&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVMIO&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; c_uint&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0xAE&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_GET_API_VERSION&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; c_ulong&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;_IO&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;KVMIO&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x00&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; main&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Result&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Box&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;dyn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; file&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; OpenOptions&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;write&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;true&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;custom_flags&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;O_RDWR&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; |&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;O_CLOEXEC&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;open&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;&#x2F;dev&#x2F;kvm&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; kvm_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; file&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;as_raw_fd&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 1. Check KVM version, it not 12 refuse to run.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; kvm_version&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ioctl&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;kvm_fd&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_GET_API_VERSION&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;kvm version &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;kvm_version&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; kvm_version&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;io&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;error getting kvm version&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        return&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; kvm_version&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; !=&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_VERSION&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;current kvm version: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;kvm_version&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;, required kvm version: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;KVM_VERSION&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        return&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;kvm version not supported&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    Ok&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Let&#x27;s dissect this. First we open &lt;code&gt;&#x2F;dev&#x2F;kvm&lt;&#x2F;code&gt; file for reading and writing and get the file descriptor as &lt;code&gt;i32&lt;&#x2F;code&gt; that we need to pass to &lt;code&gt;ioctl&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;For &lt;code&gt;ioctl&lt;&#x2F;code&gt;, the first argument is the file descriptor, the second is the operation code, and the third is a pointer to memory — its meaning depends on whether the operation reads or writes data.&lt;&#x2F;p&gt;
&lt;p&gt;KVM operation codes can be created with methods that the kernel itself uses in &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;torvalds&#x2F;linux&#x2F;blob&#x2F;master&#x2F;include&#x2F;uapi&#x2F;asm-generic&#x2F;ioctl.h&quot;&gt;&lt;code&gt;ioctl.h&lt;&#x2F;code&gt;&lt;&#x2F;a&gt; file. Fortunately &lt;code&gt;libc&lt;&#x2F;code&gt; exposes them too with &lt;code&gt;_IO&lt;&#x2F;code&gt;, &lt;code&gt;_IOW&lt;&#x2F;code&gt; (if the operation writes data), and &lt;code&gt;_IOR&lt;&#x2F;code&gt; (if the operation reads data) const functions.&lt;&#x2F;p&gt;
&lt;p&gt;First we check if the &lt;code&gt;ioctl&lt;&#x2F;code&gt; call itself was successful — by validating its return code is not negative. But it only tells us about success or failure. To get the actual error we need to use another library method &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;man7.org&#x2F;linux&#x2F;man-pages&#x2F;man3&#x2F;errno.3.html&quot;&gt;&lt;code&gt;errno&lt;&#x2F;code&gt;&lt;&#x2F;a&gt;, which we can obtain by using &lt;code&gt;std::io::Error::last_os_error()&lt;&#x2F;code&gt; method.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;create-a-vm&quot;&gt;Create a VM&lt;&#x2F;h2&gt;
&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;Note:&lt;&#x2F;strong&gt; For brevity, from here onwards we only show new code. See the &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;64bit&#x2F;miniHype&#x2F;tree&#x2F;v0.0.2&quot;&gt;full source&lt;&#x2F;a&gt; for the complete program.&lt;&#x2F;p&gt;
&lt;&#x2F;blockquote&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;use&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;os&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;FromRawFd&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_CREATE_VM&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; c_ulong&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;_IO&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;KVMIO&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x01&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 2. Create A VM&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ioctl&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;kvm_fd&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_CREATE_VM&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;io&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;vm creation error&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    return&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Own it so that fd is closed on drop&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;os&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;OwnedFd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;from_raw_fd&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;vm_fd&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Here &lt;code&gt;KVM_CREATE_VM&lt;&#x2F;code&gt; API returns a new file descriptor to manage this VM. This &lt;code&gt;vm_fd&lt;&#x2F;code&gt; is just an integer just like &lt;code&gt;kvm_fd&lt;&#x2F;code&gt; but with a the major difference between how these two are created - for &lt;code&gt;kvm_fd&lt;&#x2F;code&gt; we used the Rust&#x27;s std library to open a file and assigned it to &lt;code&gt;let file&lt;&#x2F;code&gt;. The &lt;code&gt;file&lt;&#x2F;code&gt; variable ensures that when it goes out of scope it gets &lt;code&gt;Drop&lt;&#x2F;code&gt;-ed and file is closed.&lt;&#x2F;p&gt;
&lt;p&gt;To achieve the same thing for &lt;code&gt;vm_fd&lt;&#x2F;code&gt; integer, we construct &lt;code&gt;OwnedFd&lt;&#x2F;code&gt; and shadow it by a variable of the same name. This way we take &quot;ownership&quot; of the VM file descriptor and when it goes out of scope, the &lt;code&gt;Drop&lt;&#x2F;code&gt; on &lt;code&gt;OwnedFd&lt;&#x2F;code&gt; will ensure the underlying file is closed.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;create-a-vcpu&quot;&gt;Create a VCPU&lt;&#x2F;h2&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_CREATE_VCPU&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; c_ulong&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;_IO&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;KVMIO&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x41&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 3. Create A VCPU&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vcpu_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ioctl&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;vm_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;as_raw_fd&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_CREATE_VCPU&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vcpu_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;io&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;vcpu creation error&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    return&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Own it so that fd is closed on drop&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vcpu_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;os&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;OwnedFd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;from_raw_fd&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;vcpu_fd&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;    &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;kvm fd &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;kvm_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;, vm fd: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;, vcpu fd: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    vm_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;as_raw_fd&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    vcpu_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;as_raw_fd&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;To manage this VM, we use &lt;code&gt;vm_fd&lt;&#x2F;code&gt; file descriptor to create a VCPU for it, and just like before here we have a new file descriptor &lt;code&gt;vcpu_fd&lt;&#x2F;code&gt; for a new file, so we take ownership to ensure its closed when &lt;code&gt;vcpu_fd&lt;&#x2F;code&gt; goes out of scope.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;create-memory-for-vm&quot;&gt;Create Memory for VM&lt;&#x2F;h2&gt;
&lt;p&gt;We need to create memory that will be virtual to VMM but will be seen as physical memory by VM.&lt;&#x2F;p&gt;
&lt;p&gt;We create a memory mapping in the virtual address space of VMM with these characteristics: we want to read (&lt;code&gt;PROT_READ&lt;&#x2F;code&gt;) and write (&lt;code&gt;PROT_WRITE&lt;&#x2F;code&gt;) to this memory and it should not visible to other processes (&lt;code&gt;MAP_PRIVATE&lt;&#x2F;code&gt;) and its contents need to be initialized to zero (&lt;code&gt;MAP_ANONYMOUS&lt;&#x2F;code&gt;).&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; VM_MEMORY&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; u64&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 2&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; *&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 4096&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt; &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 2 blocks of 4KiB&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;struct&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Mmap&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; ptr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; *&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;os&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;raw&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;c_void&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; len&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; usize&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Drop&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; for&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Mmap&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; drop&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt; self&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;calling libc:munmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;munmap&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;ptr&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt; self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;len&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 4. Create memory for guest&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_memory_mmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;mmap&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ptr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;null_mut&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;        VM_MEMORY&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; as&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; usize&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;PROT_READ&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; |&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;PROT_WRITE&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;MAP_ANONYMOUS&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; |&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;MAP_PRIVATE&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        -&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;1&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;        0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    )&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_memory_mmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; ==&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;MAP_FAILED&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;io&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;vm memory map failed&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    return&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; take ownership, so on drop munmap is called&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_memory_mmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Mmap&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    ptr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_memory_mmap&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    len&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; VM_MEMORY&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; as&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; usize&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;&lt;code&gt;mmap&lt;&#x2F;code&gt; returns a pointer to mapped area - it is virtual address to the beginning of that memory. When our VMM program is done using this memory we need to delete the mapping using &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;man7.org&#x2F;linux&#x2F;man-pages&#x2F;man3&#x2F;munmap.3p.html&quot;&gt;&lt;code&gt;munmap&lt;&#x2F;code&gt;&lt;&#x2F;a&gt; system call.&lt;&#x2F;p&gt;
&lt;p&gt;For that we store pointer and the size of memory in &lt;code&gt;Mmap&lt;&#x2F;code&gt; struct and implement &lt;code&gt;Drop&lt;&#x2F;code&gt; for it - so when &lt;code&gt;vm_memory_mmap&lt;&#x2F;code&gt; goes out of scope it automatically calls &lt;code&gt;munmap&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;code-that-vm-will-execute&quot;&gt;Code that VM will execute&lt;&#x2F;h2&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; CODE&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span&gt; [&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;u8&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 1&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; [&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;0xF4&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt; &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; HLT&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 5. Copy code to guest&amp;#39;s physical memory - that guest will execute&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ptr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;copy_nonoverlapping&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;CODE&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; as&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; *&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; u8&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_memory_mmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;ptr &lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;as&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; *&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; u8&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 1&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Here we have some &lt;code&gt;CODE&lt;&#x2F;code&gt; whose size is one byte and we copy it to the guest&#x27;s memory. The &lt;code&gt;CODE&lt;&#x2F;code&gt; is just single x86 instruction for &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;HLT_(x86_instruction)&quot;&gt;&lt;code&gt;HLT&lt;&#x2F;code&gt;&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;setup-guest-memory&quot;&gt;Setup Guest Memory&lt;&#x2F;h2&gt;
&lt;p&gt;Now that our VMM has memory for the guest, we provide it to the KVM API to set it up as the guest&#x27;s physical memory:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_SET_USER_MEMORY_REGION&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; c_ulong&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;_IOW&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;kvm_userspace_memory_region&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;KVMIO&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x46&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 6. Setup guest&amp;#39;s physical memory&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_memory_addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_memory_mmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;ptr &lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;as&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; u64&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; userspace_memory_region&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; kvm_userspace_memory_region&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    slot&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    flags&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    guest_phys_addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 4096&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    memory_size&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; VM_MEMORY&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    userspace_addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vm_memory_addr&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; ret&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ioctl&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;        vm_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;as_raw_fd&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;        KVM_SET_USER_MEMORY_REGION&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;userspace_memory_region&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    )&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; ret&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; !=&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;io&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;error setting user memory region&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    return&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;The interesting thing here is we are assigning this memory to the start of the first byte after the 4KiB block in the guest&#x27;s physical address space, so the &lt;code&gt;CODE&lt;&#x2F;code&gt; we copied will be seen by the VM at the 4096th indexed byte location.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;setup-x86-cpu-registers&quot;&gt;Setup x86 CPU registers&lt;&#x2F;h2&gt;
&lt;p&gt;CPU registers are what keep track of what a CPU is doing at any given time, and they are architecture-specific (x86, ARM, etc.).&lt;&#x2F;p&gt;
&lt;p&gt;We want to setup x86 registers such that the first thing our VM executes is our &lt;code&gt;CODE&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;The instruction pointer register in the CPU stores the address of the next instruction to execute, and because we put our first and only instruction at 4096 — we set the &lt;code&gt;rip&lt;&#x2F;code&gt; instruction pointer to it:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_SET_REGS&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; c_ulong&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;_IOW&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;kvm_regs&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;KVMIO&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x82&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_GET_SREGS&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; c_ulong&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;_IOR&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;kvm_sregs&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;KVMIO&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x83&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_SET_SREGS&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; c_ulong&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;_IOW&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;kvm_sregs&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;KVMIO&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x84&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 7.1 Setup regular x86 cpu registers.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt;   Set instruction pointer to start execution at 2nd&amp;#39; block of size 4096, because that&amp;#39;s where we copied code&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; k_regs&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; kvm_regs&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    rip&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 4096&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    rflags&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x2&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    ..&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Default&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;default&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; ret&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ioctl&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;vcpu_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;as_raw_fd&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_SET_REGS&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;k_regs&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; ret&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; !=&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;io&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;error setting kvm_regs&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    return&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 7.2 Read default x86 special registers, and update them&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt; mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; k_sregs&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; kvm_sregs&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;default&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; ret&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ioctl&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;vcpu_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;as_raw_fd&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_GET_SREGS&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;k_sregs&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; ret&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; !=&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;io&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;error getting kvm_sregs&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    return&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;k_sregs&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;cs&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;base &lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;=&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;k_sregs&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;cs&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;selector &lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;=&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; ret&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ioctl&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;vcpu_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;as_raw_fd&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_SET_SREGS&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;k_sregs&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; ret&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; !=&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;io&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;error setting kvm_sregs&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    return&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;For more about these registers, see the LWN article &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;lwn.net&#x2F;Articles&#x2F;658511&#x2F;&quot;&gt;Using the KVM API&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;kvm-run&quot;&gt;KVM_RUN&lt;&#x2F;h2&gt;
&lt;p&gt;Every VCPU has an associated &lt;code&gt;kvm_run&lt;&#x2F;code&gt; data structure that the kernel uses to communicate with our VMM in userspace.
When we run our VCPU, the VM can exit at any time for various reasons (such as I&#x2F;O). The reason is available in &lt;code&gt;kvm_run.exit_reason&lt;&#x2F;code&gt;, which our VMM can handle (e.g., perform the requested I&#x2F;O) before resuming the VM.&lt;&#x2F;p&gt;
&lt;p&gt;KVM provides an API to get the size of &lt;code&gt;kvm_run&lt;&#x2F;code&gt; data. We can then map memory of that size in our VMM, backed by the &lt;code&gt;vcpu_fd&lt;&#x2F;code&gt; VCPU file.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_GET_VCPU_MMAP_SIZE&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; c_ulong&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;_IO&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;KVMIO&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x04&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 8.1. Get the size of kvm_run&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vcpu_mmap_size&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ioctl&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;kvm_fd&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_GET_VCPU_MMAP_SIZE&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vcpu_mmap_size&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;io&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;error getting vcpu mmap size: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;vcpu_mmap_size&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    return&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;vcpu mmap size: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;vcpu_mmap_size&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; bytes&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 8.2 memory map the pointer to kvm_run data structure&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; kvm_run_mmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;mmap&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ptr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;null_mut&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;        vcpu_mmap_size&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; as&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; usize&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;PROT_READ&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; |&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;PROT_WRITE&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;MAP_SHARED&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;        vcpu_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;as_raw_fd&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;        0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    )&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; kvm_run_mmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; ==&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;MAP_FAILED&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;io&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;kvm_run mmap failed&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    return&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;last_os_error&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; take ownership, so on drop munmap is called&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; kvm_run_mmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Mmap&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    ptr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; kvm_run_mmap&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;    len&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; vcpu_mmap_size&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; as&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; usize&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;The mapping is &lt;code&gt;MAP_SHARED&lt;&#x2F;code&gt; so updates are visible to VMM and carried through the underlying VCPU file.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;run-the-vm&quot;&gt;Run the VM&lt;&#x2F;h2&gt;
&lt;p&gt;All that&#x27;s left now is to run the VCPU and resolve any exits. Because we programmed our &lt;code&gt;CODE&lt;&#x2F;code&gt; to halt on the first instruction, our VMM loop will receive that exit reason and stop:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_RUN&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; c_ulong&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;_IO&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;KVMIO&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x80&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; 9. Run VM until it executes hlt instruction in CODE&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;loop&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; ret&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; libc&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;ioctl&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;vcpu_fd&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;as_raw_fd&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; KVM_RUN&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    if&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; ret&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; !=&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;KVM_RUN errored&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; k_run&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;kvm_run&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;*&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;kvm_run_mmap&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;ptr &lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;as&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; *&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt;const&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; kvm_run&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; }&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    match&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; k_run&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;exit_reason &lt;&#x2F;span&gt;&lt;span&gt;{&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        kvm_bindings&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;KVM_EXIT_HLT&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;            println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;KVM_EXIT_HTL&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            return&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Ok&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;        _&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;            eprintln!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;EXIT: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;:?&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; k_run&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Let&#x27;s dissect the conversion of a raw pointer from C to a Rust reference for &lt;code&gt;kvm_run&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;p&gt;Because we know the underlying pointer points to a valid memory layout containing &lt;code&gt;kvm_run&lt;&#x2F;code&gt;, we perform the following operations on it:&lt;&#x2F;p&gt;
&lt;ol&gt;
&lt;li&gt;We cast it from a C type to a pointer type in Rust — because we only read from it, we cast it as &lt;code&gt;kvm_run_mmap.ptr as *const kvm_run&lt;&#x2F;code&gt;&lt;&#x2F;li&gt;
&lt;li&gt;To convert this Rust pointer to a reference we use &lt;code&gt;&amp;amp;*(...)&lt;&#x2F;code&gt; — &lt;code&gt;*&lt;&#x2F;code&gt; dereferences the pointer and then &lt;code&gt;&amp;amp;&lt;&#x2F;code&gt; immediately borrows it.&lt;&#x2F;li&gt;
&lt;&#x2F;ol&gt;
&lt;p&gt;Congrats, we just ran our first VM!&lt;&#x2F;p&gt;
&lt;h1 id=&quot;closing-thoughts&quot;&gt;Closing Thoughts&lt;&#x2F;h1&gt;
&lt;p&gt;This VMM is written using as few dependencies as possible — so we can stay as close to the kernel as possible and actually see what&#x27;s going on.&lt;&#x2F;p&gt;
&lt;p&gt;Those minimal dependencies are &lt;code&gt;libc&lt;&#x2F;code&gt; for system calls and &lt;code&gt;kvm-bindings&lt;&#x2F;code&gt; for architecture-specific data structures like &lt;code&gt;kvm_regs&lt;&#x2F;code&gt;, &lt;code&gt;kvm_run&lt;&#x2F;code&gt;, etc. Since the &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;rust-vmm&#x2F;kvm&#x2F;tree&#x2F;main&#x2F;kvm-bindings&quot;&gt;&lt;code&gt;kvm-bindings&lt;&#x2F;code&gt;&lt;&#x2F;a&gt; crate is generated by &lt;code&gt;bindgen&lt;&#x2F;code&gt; using actual kernel code, that&#x27;s as close as we can get.&lt;&#x2F;p&gt;
&lt;p&gt;From here, you could extend this VMM to handle I&#x2F;O port exits, run real-mode code, or even load a Linux kernel image.&lt;&#x2F;p&gt;
&lt;p&gt;Full source code is available here: &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;64bit&#x2F;miniHype&#x2F;tree&#x2F;v0.0.2&quot;&gt;64bit&#x2F;miniHype&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
</content>
	</entry>
	<entry xml:lang="en">
		<title>Song search in Rust using OpenAI</title>
		<published>2023-01-14T00:00:00+00:00</published>
		<updated>2023-01-14T00:00:00+00:00</updated>
		<link rel="alternate" type="text/html" href="https://gigapotential.dev/blog/song-search-in-rust-using-openai/"/>
		<id>https://gigapotential.dev/blog/song-search-in-rust-using-openai/</id>
    
		<content type="html" xml:base="https://gigapotential.dev/blog/song-search-in-rust-using-openai/">&lt;h1 id=&quot;intro&quot;&gt;Intro&lt;&#x2F;h1&gt;
&lt;p&gt;Ever happens to you that you hear a good song in a TV show, in a Movie, in cafe etc. And wonder what song is it?&lt;&#x2F;p&gt;
&lt;p&gt;In today&#x27;s age it is possible to search it on ChatGPT or Shazam, however, in this article we&#x27;ll explore Embeddings to search a song using few words from lyrics, artist, album or song title. We&#x27;ll use Rust + OpenAI to do so.&lt;&#x2F;p&gt;
&lt;p&gt;The complete code and data for this is available on &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;64bit&#x2F;song-search-rust-openai&quot;&gt;song-search-rust-openai&lt;&#x2F;a&gt; Github repo.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;song-lyrics-data&quot;&gt;Song lyrics data&lt;&#x2F;h1&gt;
&lt;p&gt;We&#x27;ll use &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;www.kaggle.com&#x2F;datasets&#x2F;deepshah16&#x2F;song-lyrics-dataset&quot;&gt;Song lyrics dataset from Kaggle&lt;&#x2F;a&gt;. It contains .csv files for each Artist with header in PascalCase. Each record (each row) is represented in Rust as follows:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span&gt;derive&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Debug&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Deserialize&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span&gt;serde&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;rename_all &lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;=&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt; &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;PascalCase&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage z-type&quot;&gt; struct&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Song&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; artist&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; String&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; title&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; String&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; album&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; String&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; lyric&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; String&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;To load all the songs into memory we use &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;BurntSushi&#x2F;rust-csv&quot;&gt;csv&lt;&#x2F;a&gt; crate. It supports serde deserialization to load data into custom struct:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Song&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt;&#x2F; Read csv at given path into Vec&amp;lt;Song&amp;gt;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; get_songs&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;P&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; AsRef&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Path&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;path&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; P&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Result&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Song&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt; mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; rdr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; csv&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Reader&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;from_path&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;path&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage&quot;&gt; mut&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; songs&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; vec!&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        for&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; result&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; in&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; rdr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;deserialize&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;            let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; song&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Song&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; result&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;            songs&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;push&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;song&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        Ok&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;songs&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h1 id=&quot;what-are-embeddings&quot;&gt;What are embeddings?&lt;&#x2F;h1&gt;
&lt;p&gt;Embedding is a vector of floating point numbers. The distance between two such vectors measure how related they are. Smaller the distance more related they are. Among various distance function, we&#x27;ll use &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;beta.openai.com&#x2F;docs&#x2F;guides&#x2F;embeddings&#x2F;which-distance-function-should-i-use&quot;&gt;cosine similarity&lt;&#x2F;a&gt; recommended by OpenAI for distance between two vectors.&lt;&#x2F;p&gt;
&lt;pre class=&quot;mermaid&quot;&gt;
  flowchart LR;

      id([text]) --&amp;gt; embeddingmodel;
      embeddingmodel[Embedding model] --&amp;gt; vector[-0.001, 0.023, ..., 0.255];
&lt;&#x2F;pre&gt;&lt;h1 id=&quot;how-will-we-use-embedding-for-song-search&quot;&gt;How will we use embedding for song search?&lt;&#x2F;h1&gt;
&lt;p&gt;OpenAI provides models for creating embeddings from text. To create Embedding for Song data, we concatenate each field of &lt;code&gt;Song&lt;&#x2F;code&gt; into one big text and pass it to OpenAI API as single input.&lt;&#x2F;p&gt;
&lt;pre class=&quot;mermaid&quot;&gt;
  flowchart LR;
      query([Song \n + artist \n + title \n + album \n + lyrics text]) --&amp;gt; embeddingmodel;
      embeddingmodel[OpenAI Embedding model] --&amp;gt; vector[0.002, 0.034, ..., 0.298];
      vector --&amp;gt; db[(\nStore vector\nin DB)];
&lt;&#x2F;pre&gt;
&lt;p&gt;Get song embedding using &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;64bit&#x2F;async-openai&quot;&gt;async-openai&lt;&#x2F;a&gt; crate:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-storage z-type&quot;&gt; const&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; EMBEDDING_MODEL&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;str&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt; &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;text-embedding-ada-002&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Song&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Append artist + title + album + lyrics as input text for&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Song embedding&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; embedding_text&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; String&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        [&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;artist&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;title&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;album&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;lyric&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;map&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;|&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;s&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;|&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; s&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;to_owned&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;join&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt; &amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;replace&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;\&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;n&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt; &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt; &amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;trim&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;to_lowercase&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Get embedding from OpenAI for this Song&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; async&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; get_embedding&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; openai_client&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Client&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;      -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Result&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;CreateEmbeddingResponse&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; response&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; openai_client&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;embeddings&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;create&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;                CreateEmbeddingRequestArgs&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;default&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;                    .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;input&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;embedding_text&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;                    .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;model&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;EMBEDDING_MODEL&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;                    .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;build&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            )&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;await&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        info!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;            &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;Song &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; by &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; used &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; tokens&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;            self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;title&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt; self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;artist&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; response&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;usage&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;total_tokens&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        )&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        Ok&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;response&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;And store the returned embedding in a database along with all fields of Song struct. But a small detour first:&lt;&#x2F;p&gt;
&lt;br&#x2F;&gt;
&lt;br&#x2F;&gt;
&lt;blockquote&gt;
&lt;h2 id=&quot;vector-database&quot;&gt;Vector Database&lt;&#x2F;h2&gt;
&lt;p&gt;During my non-exhaustive search I found various vector databases and libraries like &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;www.pinecone.io&#x2F;&quot;&gt;pinecone&lt;&#x2F;a&gt;, &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;milvus.io&#x2F;&quot;&gt;milvus&lt;&#x2F;a&gt;, &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;weaviate.io&#x2F;&quot;&gt;Weaviate&lt;&#x2F;a&gt;, and &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;engineering.fb.com&#x2F;2017&#x2F;03&#x2F;29&#x2F;data-infrastructure&#x2F;faiss-a-library-for-efficient-similarity-search&#x2F;&quot;&gt;Faiss&lt;&#x2F;a&gt;. And there are many more. But none of them seem to have an out-of-the-box ready to go library in Rust.
Except &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;pgvector&#x2F;pgvector&quot;&gt;pgvector&lt;&#x2F;a&gt; - a Postgres extension to store and query vectors! The pgvector project provides &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;hub.docker.com&#x2F;r&#x2F;ankane&#x2F;pgvector&quot;&gt;Docker image&lt;&#x2F;a&gt; with extension already installed as well as &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;pgvector&#x2F;pgvector-rust&quot;&gt;Rust library&lt;&#x2F;a&gt; :sunglasses:&lt;&#x2F;p&gt;
&lt;p&gt;The extension, table, and index query to setup DB:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Song&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;   &#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Create extension, table and index&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;   pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; async&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; create_db_resources&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;pg_pool&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;PgPool&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Result&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;       &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Create Extension&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;       let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; extension_query&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt; &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;CREATE EXTENSION IF NOT EXISTS vector;&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;       sqlx&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;query&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;extension_query&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;execute&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;pg_pool&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;await&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;       &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Create Table&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;       let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; table_query&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt; r&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;#&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;CREATE TABLE IF NOT EXISTS songs&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;   artist text,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;   title text,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;   album text,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;   lyric text,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;   embedding vector(1536)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;);&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;#&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;       sqlx&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;query&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;table_query&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;execute&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;pg_pool&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;await&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;      &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Create Index for Cosine Similarity&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;       let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; index_query&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;           r&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;#&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;CREATE INDEX IF NOT EXISTS&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;              songs_idx ON songs&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;              USING ivfflat (embedding vector_cosine_ops);&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;#&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;       sqlx&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;query&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;index_query&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;execute&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;pg_pool&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;await&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;       Ok&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;   }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;&#x2F;blockquote&gt;
&lt;p&gt;So back to storing the embedding in DB along with Song fields:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Song&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Save embedding for this Song in DB&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; async&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; save_embedding&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; pg_pool&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;PgPool&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;      pgvector&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; pgvector&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Vector&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Result&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        sqlx&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;query&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;r&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;#&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;INSERT INTO songs&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;            (artist, title, album, lyric, embedding)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;            VALUES ($1, $2, $3, $4, $5)&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;#&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;bind&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;artist&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;clone&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;bind&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;title&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;clone&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;bind&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;album&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;clone&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;bind&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-language&quot;&gt;self&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;lyric&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;clone&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;bind&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;pgvector&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;execute&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;pg_pool&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;await&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        Ok&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;For &lt;strong&gt;search query&lt;&#x2F;strong&gt;, we&#x27;ll ask OpenAI model to create embedding for the query text - and find the N nearest embeddings for it in our database - representing our search results.&lt;&#x2F;p&gt;
&lt;pre class=&quot;mermaid&quot;&gt;
  flowchart LR;
      query([query words]) --&amp;gt; embeddingmodel;
      embeddingmodel[OpenAI Embedding model] --&amp;gt; vector[-0.071, 0.09, ..., 0.212];
      vector --&amp;gt; db[(\nGet N-nearest \nmatching vectors\n from DB)];
&lt;&#x2F;pre&gt;&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Song&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Search `n` nearest neighbors for given query in DB&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; async&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; query&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;query&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;str&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; n&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; i8&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;      client&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Client&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; pg_pool&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;PgPool&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Result&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Song&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; query&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; query&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;trim&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;to_lowercase&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;        &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Get embedding from OpenAI&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; response&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; client&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;embeddings&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;create&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;                CreateEmbeddingRequestArgs&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;default&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;                    .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;input&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;query&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;                    .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;model&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;EMBEDDING_MODEL&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;                    .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;build&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            )&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;await&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; pgvector&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; pgvector&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Vector&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;from&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;            response&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;data&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;embedding&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;clone&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;        &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Search for nearest neighbors in database&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;        Ok&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;sqlx&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;query&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;            r&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;#&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;SELECT artist, title, album, lyric&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-string&quot;&gt;               FROM songs ORDER BY embedding &amp;lt;-&amp;gt; $1 LIMIT $2::int&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;#&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        )&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;bind&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;pgvector&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;bind&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;n&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;fetch_all&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;pg_pool&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;await&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;?&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into_iter&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;map&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;|&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;r&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;|&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Song&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;            artist&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; r&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;get&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;artist&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;            title&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; r&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;get&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;title&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;            album&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; r&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;get&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;album&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;            lyric&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; r&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;get&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;lyric&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        }&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;collect&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    }&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h1 id=&quot;search-queries&quot;&gt;Search queries&lt;&#x2F;h1&gt;
&lt;p&gt;Now that we have embeddings for the whole Kaggle dataset. Lets get 10 nearest neighbors for each query.&lt;&#x2F;p&gt;
&lt;p&gt;Here are some sample queries and their result, notice how it shows result with similar meaning as original query&lt;&#x2F;p&gt;
&lt;pre&gt;&lt;font color=&quot;#C4A000&quot;&gt;&lt;u style=&quot;text-decoration-style:single&quot;&gt;Query&lt;&#x2F;u&gt;&lt;&#x2F;font&gt;: broken heart
&lt;b&gt;Heartache&lt;&#x2F;b&gt; by Justin Bieber &#x2F; &lt;i&gt;Unreleased Songs&lt;&#x2F;i&gt;
&lt;b&gt;I Heart ?&lt;&#x2F;b&gt; by Taylor Swift &#x2F; &lt;i&gt;Taylor Swift (Best Buy Exclusive) &lt;&#x2F;i&gt;
&lt;b&gt;Them Changes (BBC Radio 1 Live Lounge)&lt;&#x2F;b&gt; by Ariana Grande &#x2F; &lt;i&gt;BBC Radio 1&amp;apos;s Live Lounge 2018&lt;&#x2F;i&gt;
&lt;b&gt;Heartbeat&lt;&#x2F;b&gt; by Beyoncé &#x2F; &lt;i&gt;Unreleased Songs &lt;&#x2F;i&gt;
&lt;b&gt;Broken-Hearted Girl (Catalyst Remix)&lt;&#x2F;b&gt; by Beyoncé &#x2F; &lt;i&gt;Above and Beyoncé - Dance Mixes&lt;&#x2F;i&gt;
&lt;b&gt;A Perfectly Good Heart&lt;&#x2F;b&gt; by Taylor Swift &#x2F; &lt;i&gt;Taylor Swift&lt;&#x2F;i&gt;
&lt;b&gt;Hopelessly Devoted To You&lt;&#x2F;b&gt; by Taylor Swift
&lt;b&gt;Heart-Shaped Box&lt;&#x2F;b&gt; by Post Malone
&lt;b&gt;Don’t Let It Break Your Heart&lt;&#x2F;b&gt; by Coldplay &#x2F; &lt;i&gt;Mylo Xyloto&lt;&#x2F;i&gt;
&lt;b&gt;This Love&lt;&#x2F;b&gt; by Maroon 5 &#x2F; &lt;i&gt;Songs About Jane&lt;&#x2F;i&gt;&lt;&#x2F;pre&gt;
&lt;pre&gt;&lt;font color=&quot;#C4A000&quot;&gt;&lt;u style=&quot;text-decoration-style:single&quot;&gt;Query&lt;&#x2F;u&gt;&lt;&#x2F;font&gt;: phone
&lt;b&gt;Payphone (No Rap Edit)&lt;&#x2F;b&gt; by Maroon 5
&lt;b&gt;Telephone (DJ Dan Vocal Remix)&lt;&#x2F;b&gt; by Lady Gaga &#x2F; &lt;i&gt;Telephone (The Remixes)&lt;&#x2F;i&gt;
&lt;b&gt;Drake’s Voice Mail Box #3&lt;&#x2F;b&gt; by Drake &#x2F; &lt;i&gt;Room for Improvement&lt;&#x2F;i&gt;
&lt;b&gt;Telephone&lt;&#x2F;b&gt; by Lady Gaga &#x2F; &lt;i&gt;The Fame Monster&lt;&#x2F;i&gt;
&lt;b&gt;hotline bling&lt;&#x2F;b&gt; by Billie Eilish &#x2F; &lt;i&gt;party favor &#x2F; hotline bling&lt;&#x2F;i&gt;
&lt;b&gt;Video Phone&lt;&#x2F;b&gt; by Beyoncé &#x2F; &lt;i&gt;I Am... Sasha Fierce&lt;&#x2F;i&gt;
&lt;b&gt;Text You Pictures&lt;&#x2F;b&gt; by Lady Gaga &#x2F; &lt;i&gt;Unreleased Songs&lt;&#x2F;i&gt;
&lt;b&gt;Telephone (Passion Pit Remix)&lt;&#x2F;b&gt; by Lady Gaga &#x2F; &lt;i&gt;The Remix&lt;&#x2F;i&gt;
&lt;b&gt;Telephone (Demo&#x2F;Solo Version)&lt;&#x2F;b&gt; by Lady Gaga &#x2F; &lt;i&gt;Unreleased Songs&lt;&#x2F;i&gt;
&lt;b&gt;Video Phone (Extended Remix)&lt;&#x2F;b&gt; by Beyoncé &#x2F; &lt;i&gt;I Am... Sasha Fierce&lt;&#x2F;i&gt;
&lt;&#x2F;pre&gt;
&lt;pre&gt;&lt;font color=&quot;#C4A000&quot;&gt;&lt;u style=&quot;text-decoration-style:single&quot;&gt;Query&lt;&#x2F;u&gt;&lt;&#x2F;font&gt;: your shape
&lt;b&gt;Diamonds&lt;&#x2F;b&gt; by Beyoncé
&lt;b&gt;Shape of you -In love with the shape of you&lt;&#x2F;b&gt; by Ed Sheeran
&lt;b&gt;Shape of You&lt;&#x2F;b&gt; by Ed Sheeran &#x2F; &lt;i&gt;÷ (Divide)&lt;&#x2F;i&gt;
&lt;b&gt;NOT MY RESPONSIBILITY&lt;&#x2F;b&gt; by Billie Eilish
&lt;b&gt;Shape of You (NOTD Remix)&lt;&#x2F;b&gt; by Ed Sheeran
&lt;b&gt;Shape of You (Berywam Remix)&lt;&#x2F;b&gt; by Ed Sheeran &#x2F; &lt;i&gt;Covers&lt;&#x2F;i&gt;
&lt;b&gt;Shape of You (Galantis Remix)&lt;&#x2F;b&gt; by Ed Sheeran
&lt;b&gt;Shape of You (Major Lazer Remix)&lt;&#x2F;b&gt; by Ed Sheeran
&lt;b&gt;Shape of You &#x2F; XO TOUR Llif3 2017 VMAs&lt;&#x2F;b&gt; by Ed Sheeran
&lt;b&gt;Shape of You (Stormzy Remix)&lt;&#x2F;b&gt; by Ed Sheeran
&lt;&#x2F;pre&gt;
&lt;pre&gt;&lt;font color=&quot;#C4A000&quot;&gt;&lt;u style=&quot;text-decoration-style:single&quot;&gt;Query&lt;&#x2F;u&gt;&lt;&#x2F;font&gt;: korean pop
&lt;b&gt;Shine (Yunki Theme)&lt;&#x2F;b&gt; by BTS (방탄소년단) &#x2F; &lt;i&gt;BTS WORLD (Original Soundtrack)&lt;&#x2F;i&gt;
&lt;b&gt;좋아요 Pt. 2 (I Like it Pt. 2)&lt;&#x2F;b&gt; by BTS (방탄소년단)
&lt;b&gt;힙합성애자 (Hip Hop Lover&#x2F;Phile)&lt;&#x2F;b&gt; by BTS (방탄소년단) &#x2F; &lt;i&gt;Dark&amp;amp;Wild&lt;&#x2F;i&gt;
&lt;b&gt;Captain (Namjun Theme)&lt;&#x2F;b&gt; by BTS (방탄소년단) &#x2F; &lt;i&gt;BTS WORLD (Original Soundtrack)&lt;&#x2F;i&gt;
&lt;b&gt;ペップセ (Peppuse) (Silver Spoon) (Japanese Ver.)&lt;&#x2F;b&gt; by BTS (방탄소년단) &#x2F; &lt;i&gt;YOUTH&lt;&#x2F;i&gt;
&lt;b&gt;INTRO&lt;&#x2F;b&gt; by BTS (방탄소년단) &#x2F; &lt;i&gt;WAKE UP&lt;&#x2F;i&gt;
&lt;b&gt;In The SOOP&lt;&#x2F;b&gt; by BTS (방탄소년단)
&lt;b&gt;Arirang&lt;&#x2F;b&gt; by BTS (방탄소년단)
&lt;b&gt;Black Swan - Japanese ver.&lt;&#x2F;b&gt; by BTS (방탄소년단) &#x2F; &lt;i&gt;MAP OF THE SOUL: 7 ~ The Journey ~&lt;&#x2F;i&gt;
&lt;b&gt;팔도강산 Paldogangsan (Satoori Rap)&lt;&#x2F;b&gt; by BTS (방탄소년단) &#x2F; &lt;i&gt;O!RUL8,2?&lt;&#x2F;i&gt;
&lt;&#x2F;pre&gt;
&lt;p&gt;To play and try more queries checkout &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;64bit&#x2F;song-search-rust-openai&quot;&gt;song-search-rust-openai&lt;&#x2F;a&gt; Github repo.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;conclusion&quot;&gt;Conclusion&lt;&#x2F;h1&gt;
&lt;p&gt;Being able to quickly build a contextual&#x2F;relevant search in Rust with less than $1.5 on OpenAI for 6027 songs in dataset is powerful and fun!&lt;&#x2F;p&gt;
&lt;h1 id=&quot;acknowledgements&quot;&gt;Acknowledgements&lt;&#x2F;h1&gt;
&lt;p&gt;This project was made possible by generous work of &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;ankane&quot;&gt;@ankane&lt;&#x2F;a&gt; who released &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;pgvector&#x2F;pgvector&#x2F;issues&#x2F;52&quot;&gt;feature to support Vectors of max dimension of 2000&lt;&#x2F;a&gt; in version &lt;code&gt;0.4.0&lt;&#x2F;code&gt; of &lt;code&gt;pgvector&lt;&#x2F;code&gt; project. (The output dimension of latest OpenAI embedding model is 1536)&lt;&#x2F;p&gt;
</content>
	</entry>
	<entry xml:lang="en">
		<title>IPv4 to IPv6</title>
		<published>2022-07-20T00:00:00+00:00</published>
		<updated>2022-07-20T00:00:00+00:00</updated>
		<link rel="alternate" type="text/html" href="https://gigapotential.dev/blog/ipv4-to-ipv6/"/>
		<id>https://gigapotential.dev/blog/ipv4-to-ipv6/</id>
    
		<content type="html" xml:base="https://gigapotential.dev/blog/ipv4-to-ipv6/">&lt;h1 id=&quot;why-ipv6&quot;&gt;Why IPv6?&lt;&#x2F;h1&gt;
&lt;p&gt;A 32-bit IPv4 address can create 2&lt;sup&gt;32&lt;&#x2F;sup&gt; addresses or ~4.3 billion addresses.&lt;&#x2F;p&gt;
&lt;p&gt;As more and more devices are connected to internet, IPv6 is the new standard to address the exhaustion of IPv4 addresses.
And number of bytes to represent IPv6 is four times the size of IPv4: 16 bytes or 128-bit, allowing up to 2&lt;sup&gt;128&lt;&#x2F;sup&gt; or ~3.4 x 10&lt;sup&gt;38&lt;&#x2F;sup&gt; addresses.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;perspective&quot;&gt;Perspective&lt;&#x2F;h1&gt;
&lt;p&gt;Lets bring 2&lt;sup&gt;128&lt;&#x2F;sup&gt; to perspective.&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;If we gave out blocks of IP addresses the size of IPv4 every second on Earth then to exhaust IPv6 address space it will take 2.5 x 10&lt;sup&gt;21&lt;&#x2F;sup&gt; Earth years&lt;sup&gt;&lt;a href=&quot;https:&#x2F;&#x2F;gigapotential.dev&#x2F;blog&#x2F;ipv4-to-ipv6&#x2F;#one&quot;&gt;1&lt;&#x2F;a&gt;&lt;&#x2F;sup&gt;!&lt;&#x2F;li&gt;
&lt;li&gt;If we gave out the blocks of IP addresses the size of IPv4 every second to every one of the estimated 400 billion planets in the Milky Way galaxy&lt;sup&gt;&lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Milky_Way&quot;&gt;3&lt;&#x2F;a&gt;&lt;&#x2F;sup&gt;, then to exhaust IPv6 address space it will take 6.3 billion Earth years&lt;sup&gt;&lt;a href=&quot;https:&#x2F;&#x2F;gigapotential.dev&#x2F;blog&#x2F;ipv4-to-ipv6&#x2F;#two&quot;&gt;2&lt;&#x2F;a&gt;&lt;&#x2F;sup&gt;!&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;It is an astronomical number and we never have to worry about running out of IP addresses again!&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;https:&#x2F;&#x2F;webb.nasa.gov&#x2F;content&#x2F;webbLaunch&#x2F;assets&#x2F;images&#x2F;firstImages&#x2F;image5-StarForming&#x2F;STSCI-J-p22031a-2000px.jpg&quot; alt=&quot;Carina Nebula&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;h1 id=&quot;how-to-represent-ipv6-addresses&quot;&gt;How to represent IPv6 addresses&lt;&#x2F;h1&gt;
&lt;p&gt;16 bytes are separated by colon into 8 2-byte segments &lt;code&gt;l:m:n:o:p:q:r:s&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Each 2-byte segment is represented by 4 hexadecimals &lt;code&gt;xxxx:xxxx:xxxx:xxxx:xxxx:xxxx:xxxx:xxxx&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;A hexadecimal is also called a nibble, a 4-bit thing. So each segment of IPv6 is a quad-nibble or &lt;em&gt;quibble&lt;&#x2F;em&gt;&lt;&#x2F;p&gt;
&lt;p&gt;IPv6 starts at &lt;code&gt;0000:0000:0000:0000:0000:0000:0000:0000&lt;&#x2F;code&gt; and ends at &lt;code&gt;ffff:ffff:ffff:ffff:ffff:ffff:ffff:ffff&lt;&#x2F;code&gt;&lt;&#x2F;p&gt;
&lt;h2 id=&quot;shortened-representation&quot;&gt;Shortened Representation&lt;&#x2F;h2&gt;
&lt;ol&gt;
&lt;li&gt;Leading zeros can be ommitted.
&lt;ul&gt;
&lt;li&gt;&lt;code&gt;a001:a002:a003:a004:a005:000f:002f:03af&lt;&#x2F;code&gt; becomes &lt;code&gt;a001:a002:a003:a004:a005:f:2f:3af&lt;&#x2F;code&gt;&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;&#x2F;li&gt;
&lt;li&gt;Series of zero segments can be replaced by double colons &lt;code&gt;::&lt;&#x2F;code&gt;
&lt;ul&gt;
&lt;li&gt;&lt;code&gt;fa01:0000:0000:0000:0000:a012:b123:c456&lt;&#x2F;code&gt; becomes &lt;code&gt;fa01::a012:b123:c456&lt;&#x2F;code&gt;&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;&#x2F;li&gt;
&lt;&#x2F;ol&gt;
&lt;h2 id=&quot;ipv6-in-urls&quot;&gt;IPv6 in URLs&lt;&#x2F;h2&gt;
&lt;p&gt;Colon in URL is used to separate the schema, hence IPv6 with colons is wrapped in &lt;code&gt;[]&lt;&#x2F;code&gt;. For example &lt;code&gt;http:&#x2F;&#x2F;[beef::1]:8080&lt;&#x2F;code&gt;&lt;&#x2F;p&gt;
&lt;h2 id=&quot;ipv4-mapped-ipv6-address&quot;&gt;IPv4-Mapped IPv6 Address&lt;&#x2F;h2&gt;
&lt;p&gt;IPv4 can be embedded into IPv6 address to represent an IPv4 node.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;plain&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;   |                80 bits               | 16 |      32 bits        |&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;   +--------------------------------------+--------------------------+&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;   |0000..............................0000|FFFF|    IPv4 address     |&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;   +--------------------------------------+----+---------------------+&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;So &lt;code&gt;::ffff:1.2.3.4&lt;&#x2F;code&gt; becomes &lt;code&gt;1.2.3.4&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;ipv6-in-rust&quot;&gt;IPv6 in Rust&lt;&#x2F;h1&gt;
&lt;h2 id=&quot;ipv6addr-struct&quot;&gt;Ipv6Addr Struct&lt;&#x2F;h2&gt;
&lt;p&gt;&lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;play.rust-lang.org&#x2F;?version=nightly&amp;amp;mode=debug&amp;amp;edition=2021&amp;amp;gist=81ab278f3bc81e8cf4311e32892ea506&quot;&gt;Link to Playground&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#&lt;&#x2F;span&gt;&lt;span&gt;!&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span&gt;feature&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;ip&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Struct to represent IPv6 Address&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;use&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;net&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;Ipv6Addr&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; main&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Create new IPv6 by passing each of the 8 segments in new&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; loopback_addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Ipv6Addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 1&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;Loopback address: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; loopback_addr&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; ipv4_mapped_addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Ipv6Addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;                                         0xffff&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0x7f00&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 1&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Obtain IPv4 address&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Requires nightly https:&#x2F;&#x2F;github.com&#x2F;rust-lang&#x2F;rust&#x2F;issues&#x2F;27709&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;        &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;IPv4 mapped address: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;:?&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;        ipv4_mapped_addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;to_ipv4_mapped&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    )&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Get IPv6 segments or octets&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; address&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Ipv6Addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-constant&quot;&gt;        0xdead&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0xbeef&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0xdead&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0xbeef&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0xdead&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0xbeef&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0xdead&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt; 0xbeef&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    )&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;Segments [u16; 8]: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;:?&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; address&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;segments&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;Octets [u8; 16]: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;:?&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; address&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;octets&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h2 id=&quot;http-server-on-ipv6-using-axum&quot;&gt;HTTP Server on IPv6 using Axum&lt;&#x2F;h2&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;use&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; std&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;net&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;SocketAddr&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;use&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; axum&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;response&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;IntoResponse&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; routing&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;get&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Router&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Server&lt;&#x2F;span&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span&gt;tokio&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;main&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;async&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; main&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; app&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; Router&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;route&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; get&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;index&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-comment&quot;&gt;    &#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-comment&quot;&gt; Loopback&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-storage z-type&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;:&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; SocketAddr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; =&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt; &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;[::ffff:7f00:1]:8888&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;parse&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;unwrap&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;Is Ipv6: &lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt; addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;is_ipv6&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;Listening on http:&#x2F;&#x2F;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;{&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;addr&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;}&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;    Server&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;::&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;bind&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;addr&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;serve&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span class=&quot;z-variable z-other&quot;&gt;app&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;.&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;into_make_service&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt;await&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt;unwrap&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-keyword&quot;&gt;async&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; fn&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; index&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span class=&quot;z-keyword&quot;&gt; impl&lt;&#x2F;span&gt;&lt;span class=&quot;z-entity z-name&quot;&gt; IntoResponse&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;    &amp;quot;&lt;&#x2F;span&gt;&lt;span class=&quot;z-string&quot;&gt;Hello from IPv6&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;\&lt;&#x2F;span&gt;&lt;span class=&quot;z-constant&quot;&gt;n&lt;&#x2F;span&gt;&lt;span class=&quot;z-punctuation z-definition z-string&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h3 id=&quot;ipv6-using-curl&quot;&gt;IPv6 using Curl&lt;&#x2F;h3&gt;
&lt;pre class=&quot;giallo z-code&quot;&gt;&lt;code data-lang=&quot;plain&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;➜  ~ curl &amp;quot;http:&#x2F;&#x2F;[::ffff:127.0.0.1]:8888&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;Hello from IPv6&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;➜  ~ curl &amp;quot;http:&#x2F;&#x2F;[::ffff:7f00:1]:8888&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;Hello from IPv6&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h3 id=&quot;ipv6-in-firefox&quot;&gt;IPv6 in Firefox&lt;&#x2F;h3&gt;
&lt;p&gt;&lt;img src=&quot;https:&#x2F;&#x2F;gigapotential.dev&#x2F;blog&#x2F;ipv4-to-ipv6&#x2F;firefox-ipv6.png&quot; alt=&quot;Firefox IPv6 HTTP URL&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;hr &#x2F;&gt;
&lt;p&gt;&lt;a name=one&gt;[1]&lt;&#x2F;a&gt;: ~2.5 x 10&lt;sup&gt;21&lt;&#x2F;sup&gt; years = (2&lt;sup&gt;128-32&lt;&#x2F;sup&gt; secs) &#x2F; 60 &#x2F; 60 &#x2F; 24 &#x2F; 365&lt;&#x2F;p&gt;
&lt;p&gt;&lt;a name=two&gt;[2]&lt;&#x2F;a&gt;: ~6.3 billion years = (2&lt;sup&gt;128&lt;&#x2F;sup&gt; &#x2F; (2&lt;sup&gt;32&lt;&#x2F;sup&gt; x 400 x 10&lt;sup&gt;9&lt;&#x2F;sup&gt;)) secs &#x2F; 60 &#x2F; 60 &#x2F; 24 &#x2F; 365&lt;&#x2F;p&gt;
</content>
	</entry>
	<entry xml:lang="en">
		<title>Host a blog with minimal cost</title>
		<published>2022-07-03T00:00:00+00:00</published>
		<updated>2022-07-03T00:00:00+00:00</updated>
		<link rel="alternate" type="text/html" href="https://gigapotential.dev/blog/host-a-blog-with-minimal-cost/"/>
		<id>https://gigapotential.dev/blog/host-a-blog-with-minimal-cost/</id>
    
		<content type="html" xml:base="https://gigapotential.dev/blog/host-a-blog-with-minimal-cost/">&lt;h1 id=&quot;minimal-cost&quot;&gt;Minimal cost&lt;&#x2F;h1&gt;
&lt;p&gt;My previous attempts at blogging were hosting &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;ghost.org&#x2F;&quot;&gt;Ghost&lt;&#x2F;a&gt; Docker container on DigitalOcean and later on Linode at a monthly cost of approx. $5 to $7.&lt;&#x2F;p&gt;
&lt;p&gt;This is my next attempt at hosting a blog with following goals:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;Eliminate the monthly cost: By hosting on &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;pages.cloudflare.com&#x2F;&quot;&gt;Cloudflare Pages&lt;&#x2F;a&gt; with free plan.&lt;&#x2F;li&gt;
&lt;li&gt;Eliminate storage backup management: By using Github repository with static site generator.&lt;&#x2F;li&gt;
&lt;li&gt;Eliminate Let&#x27;s Encrypt certificate renewals for HTTPS: By using Cloudflare Pages, so I never have to worry about expiration!&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;I still need to pay for the custom domain name annually, hence the title of this blog is not &quot;Hosting a blog for free&quot;.
One could avoid domain name cost by using the default &quot;your-project.pages.dev&quot; provided by Cloudflare Pages.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;how-to-do-it&quot;&gt;How to do it&lt;&#x2F;h1&gt;
&lt;p&gt;Because of many permutations of configuration options available, in the following I share the high level ideas.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;pick-a-site-framework&quot;&gt;Pick a site framework&lt;&#x2F;h2&gt;
&lt;p&gt;Pick your favourite site &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;developers.cloudflare.com&#x2F;pages&#x2F;framework-guides&#x2F;&quot;&gt;framework&lt;&#x2F;a&gt;. I picked &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;www.getzola.org&#x2F;&quot;&gt;Zola&lt;&#x2F;a&gt; because of my newly found love of Rust.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;setup-cloudflare-pages&quot;&gt;Setup Cloudflare Pages&lt;&#x2F;h2&gt;
&lt;p&gt;This is a three step process when using Custom Domain, unless you want to use default domain name my-project.pages.dev then skip directly to step (3):&lt;&#x2F;p&gt;
&lt;h3 id=&quot;1-get-a-domain-name&quot;&gt;1. Get a Domain Name.&lt;&#x2F;h3&gt;
&lt;p&gt;I had already purchased my domain &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;gigapotential.dev&quot;&gt;gigapotential.dev&lt;&#x2F;a&gt; on &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;domains.google.com&quot;&gt;domains.google.com&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;h3 id=&quot;2-add-a-site-under-cloudflare-website&quot;&gt;2. &quot;Add a Site&quot; under Cloudflare Website.&lt;&#x2F;h3&gt;
&lt;p&gt;Adding a site with domain name purchased outside of Cloudflare requires original domain registrar (Google Domain in my case) to be updated to use custom name servers of Cloudflare.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;https:&#x2F;&#x2F;gigapotential.dev&#x2F;blog&#x2F;host-a-blog-with-minimal-cost&#x2F;websites-add-a-site.png&quot; alt=&quot;Website&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;https:&#x2F;&#x2F;gigapotential.dev&#x2F;blog&#x2F;host-a-blog-with-minimal-cost&#x2F;custom-name-server.png&quot; alt=&quot;Custom Name Server on Google Domains&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;h3 id=&quot;3-create-a-project-under-cloudflare-pages&quot;&gt;3. &quot;Create a project&quot; under Cloudflare Pages.&lt;&#x2F;h3&gt;
&lt;p&gt;Here I connected my Github account and the repository where I host Zola git project. My build output directory configuration is &quot;public&quot; on both Zola and Cloudflare Pages. The &quot;public&quot; directory is added in .gitignore.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;https:&#x2F;&#x2F;gigapotential.dev&#x2F;blog&#x2F;host-a-blog-with-minimal-cost&#x2F;pages-project.png&quot; alt=&quot;Create a project&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;p&gt;Thats it! Once everything is configured, publishing new blog posts or updating existing ones is as simple as a Pull Request merge.&lt;&#x2F;p&gt;
&lt;p&gt;Cloudflare Pages also creates a PR comment once PR preview is ready on &quot;https:&#x2F;&#x2F;some-hash.my-project.pages.dev&quot;, so you can verify changes before merging!&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;https:&#x2F;&#x2F;gigapotential.dev&#x2F;blog&#x2F;host-a-blog-with-minimal-cost&#x2F;pr-preview.png&quot; alt=&quot;PR Preview&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;h1 id=&quot;automation-using-iac&quot;&gt;Automation using IaC&lt;&#x2F;h1&gt;
&lt;p&gt;It would be nice to create all of these using a reusable IaC, but as of this day, there is an open issue to support &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;cloudflare&#x2F;terraform-provider-cloudflare&#x2F;issues&#x2F;1037&quot;&gt;Cloudflare Pages in terraform-provider-cloudflare&lt;&#x2F;a&gt;. And &lt;a rel=&quot;nofollow noreferrer external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;pulumi&#x2F;pulumi-cloudflare&#x2F;issues&#x2F;255&quot;&gt;pulumi-cloudflare depends on same Terraform provider too&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
</content>
	</entry>
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