<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Rust on kenji.blog</title><link>http://kenji.blog/en/categories/rust/</link><description>Recent content in Rust on kenji.blog</description><generator>Hugo -- gohugo.io</generator><language>en</language><copyright>kenjinote</copyright><lastBuildDate>Sat, 12 Sep 2026 04:00:00 +0900</lastBuildDate><atom:link href="http://kenji.blog/en/categories/rust/index.xml" rel="self" type="application/rss+xml"/><item><title>Explaining Rust Ownership and Borrowing in Comparison with C++ Pointers</title><link>http://kenji.blog/en/p/rust-ownership-borrowing-cpp-pointer-comparison/</link><pubDate>Sat, 12 Sep 2026 04:00:00 +0900</pubDate><guid>http://kenji.blog/en/p/rust-ownership-borrowing-cpp-pointer-comparison/</guid><description>&lt;img src="http://kenji.blog/p/rust-ownership-borrowing-cpp-pointer-comparison/img/eyecatch.jpg" alt="Featured image of post Explaining Rust Ownership and Borrowing in Comparison with C++ Pointers" />&lt;p>Modern system programming constantly faces the challenge of balancing performance and memory safety. While C++ has reigned as the king of this domain for many years, Rust has recently emerged to threaten its position. The most prominent feature of Rust lies in its concepts of &amp;ldquo;Ownership&amp;rdquo; and &amp;ldquo;Borrowing&amp;rdquo;, which guarantee memory safety at compile time without relying on Garbage Collection (GC).&lt;/p>
&lt;p>In this article, we will thoroughly compare C++ pointers (raw pointers, &lt;code>std::unique_ptr&lt;/code>, &lt;code>std::shared_ptr&lt;/code>) with the Rust ownership model. We will use code examples and diagrams to explain how the Rust compiler (Borrow Checker) prevents Use-After-Free (using memory after it has been freed) and Data Races.&lt;/p>
&lt;h2 id="1-basics-of-memory-management-stack-and-heap">1. Basics of Memory Management: Stack and Heap
&lt;/h2>&lt;p>To understand the basics of memory management, let&amp;rsquo;s first review how a program utilizes memory. Memory regions are broadly categorized into the &amp;ldquo;Stack&amp;rdquo; and the &amp;ldquo;Heap&amp;rdquo;.&lt;/p>
&lt;h3 id="stack">Stack
&lt;/h3>&lt;p>This is the region where local variables during function calls are placed. It has a LIFO (Last-In, First-Out) structure, making memory allocation and deallocation extremely fast. Only data with a size determinable at compile time is placed here.&lt;/p>
&lt;h3 id="heap">Heap
&lt;/h3>&lt;p>This region holds data whose size is determined dynamically at runtime, or data that needs to outlive the scope of a function. It is accessed via pointers (or references).&lt;/p>
&lt;p>In languages without garbage collection like C++ and Rust, the management cost of heap memory can be mathematically modeled as follows. Assuming the total number of objects is $N$, the average allocation time is $T_{alloc}$, and the average deallocation time is $T_{dealloc}$, the total memory management cost $C_{memory}$ is:&lt;/p>
$$ C_{memory} = \sum_{i=1}^{N} (T_{alloc, i} + T_{dealloc, i}) + O_{sync} $$
&lt;p>Here, $O_{sync}$ is the overhead for mutual exclusion (such as mutexes or atomic operations) in a multi-threaded environment. Because Rust determines the timing of memory deallocation at compile time, it eliminates the throughput degradation (Stop-The-World) caused by runtime garbage collection, while executing $T_{dealloc}$ at a reliable and safe timing.&lt;/p>
&lt;div class="mermaid">graph TD
A["Program Memory"] --> B["Stack (Fast, Fixed Size)"]
A --> C["Heap (Dynamic, Slower)"]
B --> D["Local Variables"]
B --> E["Pointers/References"]
C --> F["Dynamically Allocated Data"]
E -.->|"Points to"| F&lt;/div>
&lt;h2 id="2-c-pointers-the-trade-off-between-freedom-and-danger">2. C++ Pointers: The Trade-off Between Freedom and Danger
&lt;/h2>&lt;p>Let&amp;rsquo;s look at the evolution of memory management in C++.&lt;/p>
&lt;h3 id="the-era-of-raw-pointers-and-their-problems">The Era of Raw Pointers and Their Problems
&lt;/h3>&lt;p>Raw pointers (&lt;code>*&lt;/code>) inherited from C provide ultimate freedom, but simultaneously become a hotbed for critical bugs such as:&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Memory Leak&lt;/strong>: Forgetting to &lt;code>delete&lt;/code> memory allocated with &lt;code>new&lt;/code>.&lt;/li>
&lt;li>&lt;strong>Dangling Pointer&lt;/strong>: Accessing a pointer after the memory has been freed (after &lt;code>delete&lt;/code>).&lt;/li>
&lt;li>&lt;strong>Double Free&lt;/strong>: Freeing the same memory region twice with &lt;code>delete&lt;/code>.&lt;/li>
&lt;/ul>
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-cpp" data-lang="cpp">&lt;span class="line">&lt;span class="cl">&lt;span class="c1">// C++: Example of problems with raw pointers
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="kt">void&lt;/span> &lt;span class="nf">rawPointerExample&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="kt">int&lt;/span>&lt;span class="o">*&lt;/span> &lt;span class="n">ptr&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="k">new&lt;/span> &lt;span class="kt">int&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">10&lt;/span>&lt;span class="p">);&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="c1">// ... some processing ...
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="k">delete&lt;/span> &lt;span class="n">ptr&lt;/span>&lt;span class="p">;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="c1">// Accidentally accessing it again (Use-After-Free / Dangling Pointer)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="c1">// The C++ compiler cannot make this a compile error
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">cout&lt;/span> &lt;span class="o">&amp;lt;&amp;lt;&lt;/span> &lt;span class="o">*&lt;/span>&lt;span class="n">ptr&lt;/span> &lt;span class="o">&amp;lt;&amp;lt;&lt;/span> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">endl&lt;/span>&lt;span class="p">;&lt;/span> &lt;span class="c1">// Undefined Behavior
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;h3 id="the-advent-of-raii-and-smart-pointers-c11-and-later">The Advent of RAII and Smart Pointers (C++11 and Later)
&lt;/h3>&lt;p>Since C++11, smart pointers based on the concept of RAII (Resource Acquisition Is Initialization) have been standardized, and the direct use of raw pointers is deprecated.&lt;/p>
&lt;h4 id="stdunique_ptr">&lt;code>std::unique_ptr&lt;/code>
&lt;/h4>&lt;p>A pointer that expresses single ownership. When it goes out of scope, the memory is automatically freed. It cannot be copied; ownership can only be &amp;ldquo;moved&amp;rdquo; (using &lt;code>std::move&lt;/code>).&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-cpp" data-lang="cpp">&lt;span class="line">&lt;span class="cl">&lt;span class="c1">// C++: std::unique_ptr
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="cp">#include&lt;/span> &lt;span class="cpf">&amp;lt;memory&amp;gt;&lt;/span>&lt;span class="cp">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="cp">#include&lt;/span> &lt;span class="cpf">&amp;lt;iostream&amp;gt;&lt;/span>&lt;span class="cp">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="cp">&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="kt">void&lt;/span> &lt;span class="nf">uniquePtrExample&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">unique_ptr&lt;/span>&lt;span class="o">&amp;lt;&lt;/span>&lt;span class="kt">int&lt;/span>&lt;span class="o">&amp;gt;&lt;/span> &lt;span class="n">p1&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">make_unique&lt;/span>&lt;span class="o">&amp;lt;&lt;/span>&lt;span class="kt">int&lt;/span>&lt;span class="o">&amp;gt;&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">42&lt;/span>&lt;span class="p">);&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="c1">// std::unique_ptr&amp;lt;int&amp;gt; p2 = p1; // Compile error (cannot be copied)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">unique_ptr&lt;/span>&lt;span class="o">&amp;lt;&lt;/span>&lt;span class="kt">int&lt;/span>&lt;span class="o">&amp;gt;&lt;/span> &lt;span class="n">p3&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">move&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">p1&lt;/span>&lt;span class="p">);&lt;/span> &lt;span class="c1">// Moving ownership
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="c1">// The weakness of C++: p1 becomes nullptr after the move, but accessing it is still compilable
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="c1">// This causes a crash (segmentation fault) at runtime
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="c1">// std::cout &amp;lt;&amp;lt; *p1 &amp;lt;&amp;lt; std::endl;
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;h4 id="stdshared_ptr">&lt;code>std::shared_ptr&lt;/code>
&lt;/h4>&lt;p>A pointer that allows multiple pointers to share the same object. It uses Reference Counting, freeing the memory when the count reaches zero. Since it requires atomic increment/decrement operations, it incurs a slight performance overhead (corresponding to $O_{sync}$ mentioned earlier).&lt;/p>
&lt;h2 id="3-rusts-ownership-a-paradigm-shift">3. Rust&amp;rsquo;s Ownership: A Paradigm Shift
&lt;/h2>&lt;p>Rust places the concept of C++&amp;rsquo;s &lt;code>std::unique_ptr&lt;/code> at the core of its language specifications, adopting a much stricter &amp;ldquo;Ownership Model&amp;rdquo;.&lt;/p>
&lt;h3 id="the-3-rules-of-ownership">The 3 Rules of Ownership
&lt;/h3>&lt;p>The Rust ownership system is based on the following three extremely simple rules:&lt;/p>
&lt;ol>
&lt;li>&lt;strong>Each value in Rust has a variable that&amp;rsquo;s called its owner.&lt;/strong>&lt;/li>
&lt;li>&lt;strong>There can only be one owner at a time.&lt;/strong>&lt;/li>
&lt;li>&lt;strong>When the owner goes out of scope, the value will be dropped.&lt;/strong>&lt;/li>
&lt;/ol>
&lt;p>In Rust, resources are &amp;ldquo;moved&amp;rdquo; by default. Even without explicitly using something like &lt;code>std::move&lt;/code> in C++, an assignment operation transfers ownership.&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-rust" data-lang="rust">&lt;span class="line">&lt;span class="cl">&lt;span class="c1">// Rust: Moving ownership
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="k">fn&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">()&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">s1&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="nb">String&lt;/span>::&lt;span class="n">from&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">&amp;#34;hello&amp;#34;&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="c1">// Data allocated on the heap
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">s2&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">s1&lt;/span>&lt;span class="p">;&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="c1">// Ownership moves from s1 to s2
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="c1">// The biggest difference from C++: Accessing a variable after a move results in a &amp;#34;compile error&amp;#34;!
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="c1">// println!(&amp;#34;{}, world!&amp;#34;, s1); // Compile error: value borrowed here after move
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
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&lt;/div>
&lt;/div>&lt;p>This feature of &amp;ldquo;making variables inaccessible at compile time after a move&amp;rdquo; is one of the reasons why Rust is safer than C++&amp;rsquo;s &lt;code>std::unique_ptr&lt;/code>.&lt;/p>
&lt;div class="mermaid">sequenceDiagram
participant S1 as "Variable s1"
participant Heap as "Heap Memory ('hello')"
participant S2 as "Variable s2"
S1->>Heap: "Allocates &amp; Owns"
Note over S1,S2: "let s2 = s1;"
S1--xHeap: "Loses Ownership (Invalidated)"
S2->>Heap: "Takes Ownership"&lt;/div>
&lt;h2 id="4-borrowing-and-references">4. Borrowing and References
&lt;/h2>&lt;p>If ownership is constantly moved, it would be extremely inconvenient to have to return ownership every time a value is passed to a function. This is where &amp;ldquo;Borrowing&amp;rdquo; comes in. It corresponds to C++ pointers and references.&lt;/p>
&lt;p>There are two types of borrowing in Rust:&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Immutable Reference&lt;/strong>: &lt;code>&amp;amp;T&lt;/code> (Similar to &lt;code>const T&amp;amp;&lt;/code> in C++)&lt;/li>
&lt;li>&lt;strong>Mutable Reference&lt;/strong>: &lt;code>&amp;amp;mut T&lt;/code> (Similar to &lt;code>T&amp;amp;&lt;/code> in C++)&lt;/li>
&lt;/ul>
&lt;h3 id="the-ruthless-laws-of-the-borrow-checker">The Ruthless Laws of the Borrow Checker
&lt;/h3>&lt;p>The Rust compiler has a built-in &amp;ldquo;Borrow Checker&amp;rdquo; that verifies the validity of references. The borrow checker enforces the following strict rules:&lt;/p>
&lt;blockquote>
&lt;p>In any given scope, you may have either one of the following:&lt;/p>
&lt;ul>
&lt;li>&lt;strong>Exactly one mutable reference (&lt;code>&amp;amp;mut T&lt;/code>)&lt;/strong>&lt;/li>
&lt;li>&lt;strong>Any number of immutable references (&lt;code>&amp;amp;T&lt;/code>)&lt;/strong>&lt;/li>
&lt;/ul>
&lt;/blockquote>
&lt;p>This principle is known as &lt;strong>&amp;ldquo;Multiple Readers XOR Single Writer (MRSW)&amp;rdquo;&lt;/strong>. It can be expressed with a mathematical XOR; for a given state $S$, the number of immutable references $N_r$ and the number of mutable references $N_w$ must satisfy the following constraint:&lt;/p>
$$ (N_r \ge 0 \land N_w = 0) \oplus (N_r = 0 \land N_w = 1) $$
&lt;p>This rule &lt;strong>completely eliminates data races at compile time&lt;/strong>. A data race occurs when: (1) two or more pointers access the same data simultaneously, (2) at least one is writing, and (3) there is no synchronization mechanism. Rust proactively prevents data races by destroying condition (2) at compile time.&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-rust" data-lang="rust">&lt;span class="line">&lt;span class="cl">&lt;span class="c1">// Rust: Compile error due to violating borrowing rules
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="k">fn&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">()&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="k">mut&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">s&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="nb">String&lt;/span>::&lt;span class="n">from&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">&amp;#34;hello&amp;#34;&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">r1&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">&amp;amp;&lt;/span>&lt;span class="n">s&lt;/span>&lt;span class="p">;&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="c1">// Immutable borrow (OK)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">r2&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">&amp;amp;&lt;/span>&lt;span class="n">s&lt;/span>&lt;span class="p">;&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="c1">// Immutable borrow (OK)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="c1">// let r3 = &amp;amp;mut s; // Error! Cannot create a mutable borrow when immutable borrows exist
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="fm">println!&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">&amp;#34;&lt;/span>&lt;span class="si">{}&lt;/span>&lt;span class="s">, &lt;/span>&lt;span class="si">{}&lt;/span>&lt;span class="s">&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">r1&lt;/span>&lt;span class="p">,&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">r2&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;h2 id="5-prevention-of-iterator-invalidation">5. Prevention of Iterator Invalidation
&lt;/h2>&lt;p>As a concrete example where the power of the borrow checker shines the most, let&amp;rsquo;s look at a classic bug known as &amp;ldquo;Iterator Invalidation&amp;rdquo;.&lt;/p>
&lt;h3 id="iterator-invalidation-in-c-runtime-crash">Iterator Invalidation in C++ (Runtime Crash)
&lt;/h3>&lt;p>If you modify a &lt;code>std::vector&lt;/code> in C++ during a loop, the underlying memory might be reallocated, turning existing references into dangling pointers.&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-cpp" data-lang="cpp">&lt;span class="line">&lt;span class="cl">&lt;span class="c1">// C++: Iterator invalidation bug
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="cp">#include&lt;/span> &lt;span class="cpf">&amp;lt;iostream&amp;gt;&lt;/span>&lt;span class="cp">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="cp">#include&lt;/span> &lt;span class="cpf">&amp;lt;vector&amp;gt;&lt;/span>&lt;span class="cp">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="cp">&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="kt">int&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">vector&lt;/span>&lt;span class="o">&amp;lt;&lt;/span>&lt;span class="kt">int&lt;/span>&lt;span class="o">&amp;gt;&lt;/span> &lt;span class="n">v&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="p">{&lt;/span>&lt;span class="mi">1&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">2&lt;/span>&lt;span class="p">,&lt;/span> &lt;span class="mi">3&lt;/span>&lt;span class="p">};&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="c1">// Get a reference to an element in the vector
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="kt">int&lt;/span>&lt;span class="o">&amp;amp;&lt;/span> &lt;span class="n">first&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">v&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="mi">0&lt;/span>&lt;span class="p">];&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="c1">// Add an element (if capacity is insufficient here, a new memory region is allocated,
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="c1">// and the old region might be destroyed)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="n">v&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">push_back&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">4&lt;/span>&lt;span class="p">);&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="c1">// first might now be pointing to freed memory! (Undefined Behavior)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">cout&lt;/span> &lt;span class="o">&amp;lt;&amp;lt;&lt;/span> &lt;span class="s">&amp;#34;The first element is: &amp;#34;&lt;/span> &lt;span class="o">&amp;lt;&amp;lt;&lt;/span> &lt;span class="n">first&lt;/span> &lt;span class="o">&amp;lt;&amp;lt;&lt;/span> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">endl&lt;/span>&lt;span class="p">;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="mi">0&lt;/span>&lt;span class="p">;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;h3 id="compile-time-defense-by-rust">Compile-Time Defense by Rust
&lt;/h3>&lt;p>Let&amp;rsquo;s write the exact same logic in Rust.&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-rust" data-lang="rust">&lt;span class="line">&lt;span class="cl">&lt;span class="c1">// Rust: Preventing iterator invalidation at compile time
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="k">fn&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">()&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="k">mut&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">v&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="fm">vec!&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="mi">1&lt;/span>&lt;span class="p">,&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="mi">2&lt;/span>&lt;span class="p">,&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="mi">3&lt;/span>&lt;span class="p">];&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="c1">// Get an immutable reference (Borrowing starts)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">first&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">&amp;amp;&lt;/span>&lt;span class="n">v&lt;/span>&lt;span class="p">[&lt;/span>&lt;span class="mi">0&lt;/span>&lt;span class="p">];&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="c1">// Error! While `first` immutably borrows `v`,
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="c1">// you cannot perform the mutable borrow required by `v.push`.
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="c1">// v.push(4);
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="fm">println!&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">&amp;#34;The first element is: &lt;/span>&lt;span class="si">{}&lt;/span>&lt;span class="s">&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">first&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>In this way, Rust prohibits at the compiler level &amp;ldquo;modifying a value (mutable borrowing) while it is being read (immutable borrowing)&amp;rdquo;, ensuring that fatal bugs like Use-After-Free and iterator invalidation are reliably caught at compile time.&lt;/p>
&lt;div class="mermaid">graph LR
A["Variable v (Owner)"] --> B["Heap Array [1, 2, 3]"]
C["Reference 'first' (&amp;v[0])"] -.->|"Immutable Borrow"| B
A -->|X "Mutable Borrow Denied!"| D["v.push(4)"]
style C stroke:#00FF00,stroke-width:2px
style D stroke:#FF0000,stroke-width:2px&lt;/div>
&lt;h2 id="6-shared-ownership-in-rust-rc-and-arc">6. Shared Ownership in Rust: &lt;code>Rc&lt;/code> and &lt;code>Arc&lt;/code>
&lt;/h2>&lt;p>Rust also provides shared ownership corresponding to C++&amp;rsquo;s &lt;code>std::shared_ptr&lt;/code>, but the types are clearly separated for single-threaded and multi-threaded use.&lt;/p>
&lt;h3 id="for-single-threaded-rct-reference-counted">For Single-Threaded: &lt;code>Rc&amp;lt;T&amp;gt;&lt;/code> (Reference Counted)
&lt;/h3>&lt;p>&lt;code>Rc&amp;lt;T&amp;gt;&lt;/code> is a non-thread-safe reference-counting smart pointer. It increments and decrements the count without using atomic instructions, making it extremely fast within a single thread. However, attempting to send this to another thread results in a compile error (because it does not implement the &lt;code>Send&lt;/code> trait).&lt;/p>
&lt;h3 id="for-multi-threaded-arct-atomic-reference-counted">For Multi-Threaded: &lt;code>Arc&amp;lt;T&amp;gt;&lt;/code> (Atomic Reference Counted)
&lt;/h3>&lt;p>When sharing across threads, &lt;code>Arc&amp;lt;T&amp;gt;&lt;/code>, which performs atomic increments and decrements, is used. It incurs a cost equivalent to C++&amp;rsquo;s &lt;code>std::shared_ptr&lt;/code>.&lt;/p>
&lt;p>Furthermore, in C++, simultaneously writing to a variable shared via &lt;code>std::shared_ptr&lt;/code> from multiple threads causes a data race. To prevent this, you must manually use &lt;code>std::mutex&lt;/code> correctly.&lt;/p>
&lt;p>On the other hand, in Rust, &lt;strong>you cannot mutate the internal data&lt;/strong> of &lt;code>Arc&amp;lt;T&amp;gt;&lt;/code> alone. If modification is necessary, it must be combined with a mutex, such as &lt;code>Mutex&amp;lt;T&amp;gt;&lt;/code>.&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-rust" data-lang="rust">&lt;span class="line">&lt;span class="cl">&lt;span class="k">use&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">std&lt;/span>::&lt;span class="n">sync&lt;/span>::&lt;span class="p">{&lt;/span>&lt;span class="n">Arc&lt;/span>&lt;span class="p">,&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">Mutex&lt;/span>&lt;span class="p">};&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="k">use&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">std&lt;/span>::&lt;span class="n">thread&lt;/span>&lt;span class="p">;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="k">fn&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">()&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="c1">// A combination of thread-safe sharing and mutual exclusion
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="c1">// Similar to C++&amp;#39;s std::shared_ptr&amp;lt;std::mutex&amp;gt;, but the Mutex contains the data
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">counter&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">Arc&lt;/span>::&lt;span class="n">new&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">Mutex&lt;/span>::&lt;span class="n">new&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">0&lt;/span>&lt;span class="p">));&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="k">mut&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">handles&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="fm">vec!&lt;/span>&lt;span class="p">[];&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="k">for&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">_&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="k">in&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="mi">0&lt;/span>&lt;span class="o">..&lt;/span>&lt;span class="mi">10&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">counter_clone&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">Arc&lt;/span>::&lt;span class="n">clone&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="o">&amp;amp;&lt;/span>&lt;span class="n">counter&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">handle&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">thread&lt;/span>::&lt;span class="n">spawn&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="k">move&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">||&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="c1">// Only by calling lock() can you obtain an internal mutable reference (&amp;amp;mut i32)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="k">mut&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">num&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">counter_clone&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">lock&lt;/span>&lt;span class="p">().&lt;/span>&lt;span class="n">unwrap&lt;/span>&lt;span class="p">();&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="o">*&lt;/span>&lt;span class="n">num&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">+=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="mi">1&lt;/span>&lt;span class="p">;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="p">});&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="c1">// The lock is automatically released by RAII when going out of scope
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">handles&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">push&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">handle&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="k">for&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">handle&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="k">in&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">handles&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="n">handle&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">join&lt;/span>&lt;span class="p">().&lt;/span>&lt;span class="n">unwrap&lt;/span>&lt;span class="p">();&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="fm">println!&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">&amp;#34;Result: &lt;/span>&lt;span class="si">{}&lt;/span>&lt;span class="s">&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">*&lt;/span>&lt;span class="n">counter&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">lock&lt;/span>&lt;span class="p">().&lt;/span>&lt;span class="n">unwrap&lt;/span>&lt;span class="p">());&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>What is especially noteworthy is that Rust&amp;rsquo;s &lt;code>Mutex&amp;lt;T&amp;gt;&lt;/code> is not just a locking mechanism; &lt;strong>&amp;ldquo;it encapsulates the data it protects as its type.&amp;rdquo;&lt;/strong> This completely prevents the mistake of &amp;ldquo;accessing data while forgetting to take the lock&amp;rdquo; at the compile level. Unless you acquire the lock (&lt;code>lock()&lt;/code>), you are mechanically unable to obtain access rights (a reference) to the data inside.&lt;/p>
&lt;h2 id="conclusion-pre-check-by-the-compiler-vs-self-responsibility-of-the-developer">Conclusion: &amp;ldquo;Pre-check&amp;rdquo; by the Compiler vs. &amp;ldquo;Self-responsibility&amp;rdquo; of the Developer
&lt;/h2>&lt;p>C++ pointers and smart pointers offer developers a high degree of control and performance, but their correct usage relies entirely on developer discipline. The introduction of RAII and &lt;code>std::unique_ptr&lt;/code> dramatically increased the safety of C++, but it still cannot completely prevent &amp;ldquo;undefined behaviors&amp;rdquo; like use-after-free or iterator invalidation at the language level.&lt;/p>
&lt;p>On the other hand, Rust embeds the rules of Ownership and Borrowing into the compiler, detecting these errors at &lt;strong>compile time&lt;/strong> rather than at runtime. The strong guarantee that &amp;ldquo;if it compiles, it is memory safe&amp;rdquo; is the biggest reason why Rust is rapidly gaining support in system programming.&lt;/p>
&lt;p>&amp;ldquo;Fighting the borrow checker&amp;rdquo; presents a significant hurdle for beginners, but it simply means the compiler is strictly taking over the complex calculation of &amp;ldquo;tracking pointer lifetimes&amp;rdquo; that C++ programmers originally had to perform in their heads.&lt;/p>
&lt;p>If you learn Rust while understanding the freedom and dangers of C++ pointers, you will gain a much deeper understanding of the philosophy behind the design of the ownership model: &amp;ldquo;Why was it designed this way?&amp;rdquo;&lt;/p>
&lt;hr>
&lt;p>&lt;em>This article is a comparative analysis of memory management techniques in C++ and Rust. We hope it serves as a helpful reference for choosing the appropriate language depending on the requirements of your project.&lt;/em>&lt;/p></description></item><item><title>Pros and Cons of Learning Rust as a C++ Engineer</title><link>http://kenji.blog/en/p/cpp-engineer-learning-rust-pros-cons/</link><pubDate>Sat, 12 Sep 2026 03:00:00 +0900</pubDate><guid>http://kenji.blog/en/p/cpp-engineer-learning-rust-pros-cons/</guid><description>&lt;img src="http://kenji.blog/p/cpp-engineer-learning-rust-pros-cons/img/eyecatch.jpg" alt="Featured image of post Pros and Cons of Learning Rust as a C++ Engineer" />&lt;h1 id="introduction-a-new-dawn-in-system-programming">Introduction: A New Dawn in System Programming
&lt;/h1>&lt;p>In modern software engineering, C++ and Rust stand as the two giants at the forefront of system programming. For many years, C++ has reigned as the absolute king in domains that extract extreme performance from hardware, such as operating systems, embedded devices, game engines, and high-frequency trading (HFT) systems. As a senior C++ engineer myself, I have continued writing code while keeping pace with the massive expansion of specifications—starting from the jungle of raw pointers in the C++98 era, through the wave of modernization introduced by C++11 (smart pointers, lambda expressions, the introduction of &lt;code>auto&lt;/code>), and moving on to C++14/17/20.&lt;/p>
&lt;p>However, in recent years, Rust has seen a dramatic rise as a solution to structural issues inherent in C++—particularly security vulnerabilities stemming from the &amp;ldquo;lack of memory safety&amp;rdquo; (it is said that about 70% of CVEs are memory-related) and the &amp;ldquo;endlessly complex specifications and undefined behavior (UB).&amp;rdquo; Its official adoption into the Linux kernel and large-scale Rust migration projects by tech giants like Microsoft, Google, and AWS are not mere passing fads, but signify a paradigm shift in system programming.&lt;/p>
&lt;p>In this article, I will thoroughly compare and explain the &amp;ldquo;pros&amp;rdquo; and &amp;ldquo;cons&amp;rdquo; that a purebred C++ engineer felt after deeply learning and practically using Rust, focusing on technical aspects related to the foundation of the language specifications.&lt;/p>
&lt;hr>
&lt;h1 id="1-the-paradigm-shift-in-memory-management-from-raii-to-ownership-and-borrowing">1. The Paradigm Shift in Memory Management: From RAII to Ownership and Borrowing
&lt;/h1>&lt;h2 id="the-limits-of-raii-and-smart-pointers-in-c">The Limits of RAII and Smart Pointers in C++
&lt;/h2>&lt;p>One of the greatest inventions of C++ is &lt;strong>RAII (Resource Acquisition Is Initialization)&lt;/strong>. This concept of acquiring resources in the constructor and automatically releasing them in the destructor upon exiting a scope freed developers from the fear of memory leaks caused by manual &lt;code>new&lt;/code> and &lt;code>delete&lt;/code>. From C++11, &lt;code>std::unique_ptr&lt;/code> and &lt;code>std::shared_ptr&lt;/code> were introduced to the standard library, allowing the concept of Ownership to be expressed in code.&lt;/p>
&lt;p>However, C++&amp;rsquo;s smart pointers and move semantics have a fatal weakness in that static verification by the compiler is incomplete.&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-cpp" data-lang="cpp">&lt;span class="line">&lt;span class="cl">&lt;span class="cp">#include&lt;/span> &lt;span class="cpf">&amp;lt;iostream&amp;gt;&lt;/span>&lt;span class="cp">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="cp">#include&lt;/span> &lt;span class="cpf">&amp;lt;memory&amp;gt;&lt;/span>&lt;span class="cp">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="cp">#include&lt;/span> &lt;span class="cpf">&amp;lt;string&amp;gt;&lt;/span>&lt;span class="cp">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="cp">&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="kt">void&lt;/span> &lt;span class="nf">consume&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">unique_ptr&lt;/span>&lt;span class="o">&amp;lt;&lt;/span>&lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">string&lt;/span>&lt;span class="o">&amp;gt;&lt;/span> &lt;span class="n">ptr&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">cout&lt;/span> &lt;span class="o">&amp;lt;&amp;lt;&lt;/span> &lt;span class="s">&amp;#34;Consuming: &amp;#34;&lt;/span> &lt;span class="o">&amp;lt;&amp;lt;&lt;/span> &lt;span class="o">*&lt;/span>&lt;span class="n">ptr&lt;/span> &lt;span class="o">&amp;lt;&amp;lt;&lt;/span> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">endl&lt;/span>&lt;span class="p">;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="kt">int&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="k">auto&lt;/span> &lt;span class="n">my_ptr&lt;/span> &lt;span class="o">=&lt;/span> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">make_unique&lt;/span>&lt;span class="o">&amp;lt;&lt;/span>&lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">string&lt;/span>&lt;span class="o">&amp;gt;&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">&amp;#34;Hello, C++&amp;#34;&lt;/span>&lt;span class="p">);&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="c1">// Move ownership to the function
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="n">consume&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">move&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">my_ptr&lt;/span>&lt;span class="p">));&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="c1">// Danger: Accessing a moved object in C++ does not result in a compile error
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="c1">// std::move is just a cast to an rvalue reference (T&amp;amp;&amp;amp;), and the compiler does not block its use
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="k">if&lt;/span> &lt;span class="p">(&lt;/span>&lt;span class="n">my_ptr&lt;/span>&lt;span class="p">)&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">cout&lt;/span> &lt;span class="o">&amp;lt;&amp;lt;&lt;/span> &lt;span class="s">&amp;#34;Pointer is still valid?&amp;#34;&lt;/span> &lt;span class="o">&amp;lt;&amp;lt;&lt;/span> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">endl&lt;/span>&lt;span class="p">;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">}&lt;/span> &lt;span class="k">else&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">cout&lt;/span> &lt;span class="o">&amp;lt;&amp;lt;&lt;/span> &lt;span class="s">&amp;#34;Pointer is null.&amp;#34;&lt;/span> &lt;span class="o">&amp;lt;&amp;lt;&lt;/span> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">endl&lt;/span>&lt;span class="p">;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="c1">// std::cout &amp;lt;&amp;lt; *my_ptr &amp;lt;&amp;lt; std::endl; // Undefined behavior due to Use-After-Free
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="k">return&lt;/span> &lt;span class="mi">0&lt;/span>&lt;span class="p">;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>In C++, there is always a risk of mistakenly accessing an object whose contents have been emptied by &lt;code>std::move&lt;/code> (a valid but unspecified state). This can lead directly to runtime crashes or, in the worst case, security holes.&lt;/p>
&lt;h2 id="rusts-ownership-and-the-absolute-defense-of-the-borrow-checker">Rust&amp;rsquo;s Ownership and the Absolute Defense of the Borrow Checker
&lt;/h2>&lt;p>Rust incorporates this concept of &amp;ldquo;Ownership&amp;rdquo; into the core design of the language, performing strict static analysis via a compiler feature called the &lt;strong>Borrow Checker&lt;/strong>.&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code>&lt;span class="lnt"> 1
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-rust" data-lang="rust">&lt;span class="line">&lt;span class="cl">&lt;span class="k">fn&lt;/span> &lt;span class="nf">consume&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">s&lt;/span>: &lt;span class="nb">String&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="fm">println!&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">&amp;#34;Consuming: &lt;/span>&lt;span class="si">{}&lt;/span>&lt;span class="s">&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">s&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="c1">// s goes out of scope here, and memory is released (Drop)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="k">fn&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">()&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">my_string&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="nb">String&lt;/span>::&lt;span class="n">from&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">&amp;#34;Hello, Rust&amp;#34;&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="c1">// Move ownership to the function. Move semantics are the default in Rust.
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">consume&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">my_string&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="c1">// Compile error! You can absolutely never access a variable after it has been moved
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="c1">// println!(&amp;#34;Is it still there? {}&amp;#34;, my_string);
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>In Rust, the moment ownership of a variable is moved, the original variable is treated as equivalent to an &amp;ldquo;uninitialized&amp;rdquo; state by the compiler, completely blocking any subsequent access. Because of this, bugs like &amp;ldquo;Use-After-Free&amp;rdquo; and &amp;ldquo;Dangling Pointers&amp;rdquo; theoretically cannot pass compilation.&lt;/p>
&lt;div class="mermaid">graph TD
A["C++ std::unique_ptr"] --> B["std::move applied"]
B --> C["Ownership Transferred"]
C --> D["Old Pointer Still Accessible"]
D --> E["Potential Undefined Behavior (UB)"]
F["Rust Box / String"] --> G["Passed by Value (Move)"]
G --> H["Ownership Transferred"]
H --> I["Compiler Blocks Old Variable"]
I --> J["Memory Safety Guaranteed"]&lt;/div>
&lt;h2 id="borrowing-and-control-of-mutability">Borrowing and Control of Mutability
&lt;/h2>&lt;p>What is even more powerful is the rules of &amp;ldquo;Borrowing&amp;rdquo; for referencing resources. Rust enforces the following rules:&lt;/p>
&lt;ol>
&lt;li>At any given time, you can have &lt;strong>either&lt;/strong> &amp;ldquo;multiple immutable references (&lt;code>&amp;amp;T&lt;/code>)&amp;rdquo; &lt;strong>or&lt;/strong> &amp;ldquo;a single mutable reference (&lt;code>&amp;amp;mut T&lt;/code>)&amp;rdquo;, but not both.&lt;/li>
&lt;li>References must not live longer than the scope of the original data (lifetime constraints).&lt;/li>
&lt;/ol>
&lt;p>In C++, it is easy to create multiple mutable references or pointers to the same object, which can cause unexpected state corruption (such as iterator invalidation). Rust prevents bugs before they happen by prohibiting this combination of &amp;ldquo;Aliasing + Mutability&amp;rdquo; at the language level.&lt;/p>
&lt;hr>
&lt;h1 id="2-memory-layout-and-the-mathematical-overhead-of-smart-pointers">2. Memory Layout and the Mathematical Overhead of Smart Pointers
&lt;/h1>&lt;p>In system programming, an accurate understanding of memory layout is essential. Let&amp;rsquo;s compare C++&amp;rsquo;s &lt;code>std::shared_ptr&lt;/code> with Rust&amp;rsquo;s &lt;code>std::rc::Rc&lt;/code> / &lt;code>std::sync::Arc&lt;/code>.&lt;/p>
&lt;p>C++&amp;rsquo;s &lt;code>std::shared_ptr&lt;/code> manages resources via reference counting, but by default, it uses thread-safe atomic operations (&lt;code>std::atomic&lt;/code>) to increment and decrement the reference count. Its memory overhead can be formulated as follows:&lt;/p>
$$ Overhead_{C++} = sizeof(T) + sizeof(ControlBlock) $$
&lt;p>Here, $ControlBlock$ includes a &amp;ldquo;Strong Ref Count&amp;rdquo;, a &amp;ldquo;Weak Ref Count&amp;rdquo;, and a &amp;ldquo;Custom Deleter&amp;rdquo;. The problem is that even in situations where it is only used in a single thread, the overhead of atomic instructions (such as cache line locking) occurs unconditionally.&lt;/p>
&lt;p>In contrast, Rust strictly separates smart pointers based on their intended use.&lt;/p>
&lt;ul>
&lt;li>&lt;strong>For single-threaded use&lt;/strong>: &lt;code>Rc&amp;lt;T&amp;gt;&lt;/code> (Reference Counted)&lt;/li>
&lt;li>&lt;strong>For multi-threaded use&lt;/strong>: &lt;code>Arc&amp;lt;T&amp;gt;&lt;/code> (Atomic Reference Counted)&lt;/li>
&lt;/ul>
$$ Overhead_{Rc} = sizeof(T) + 2 \times sizeof(usize) $$
$$ Overhead_{Arc} = sizeof(T) + 2 \times sizeof(AtomicUsize) $$
&lt;p>In Rust, by using &lt;code>Rc&amp;lt;T&amp;gt;&lt;/code>, which is exclusively for single threads, you can completely avoid the penalty of atomic operations (zero-cost abstraction). Furthermore, due to the thread safety mechanisms described later, mistakenly passing &lt;code>Rc&amp;lt;T&amp;gt;&lt;/code> to another thread is entirely prevented by the type system.&lt;/p>
&lt;hr>
&lt;h1 id="3-thread-safety-the-impact-of-fearless-concurrency">3. Thread Safety: The Impact of &amp;ldquo;Fearless Concurrency&amp;rdquo;
&lt;/h1>&lt;p>Multi-threaded programming in C++ has always been fraught with the fear of data races and deadlocks.&lt;/p>
&lt;h2 id="c-mutexes-and-the-danger-of-data-separation">C++ Mutexes and the Danger of Data Separation
&lt;/h2>&lt;p>C++&amp;rsquo;s &lt;code>std::mutex&lt;/code> is merely for providing mutually exclusive control over a &amp;ldquo;specific code block (critical section)&amp;rdquo;, and there is no linguistic connection between the &amp;ldquo;mutex&amp;rdquo; and the &amp;ldquo;data to be protected&amp;rdquo;.&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-cpp" data-lang="cpp">&lt;span class="line">&lt;span class="cl">&lt;span class="cp">#include&lt;/span> &lt;span class="cpf">&amp;lt;iostream&amp;gt;&lt;/span>&lt;span class="cp">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="cp">#include&lt;/span> &lt;span class="cpf">&amp;lt;thread&amp;gt;&lt;/span>&lt;span class="cp">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="cp">#include&lt;/span> &lt;span class="cpf">&amp;lt;mutex&amp;gt;&lt;/span>&lt;span class="cp">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="cp">#include&lt;/span> &lt;span class="cpf">&amp;lt;vector&amp;gt;&lt;/span>&lt;span class="cp">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="cp">&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">vector&lt;/span>&lt;span class="o">&amp;lt;&lt;/span>&lt;span class="kt">int&lt;/span>&lt;span class="o">&amp;gt;&lt;/span> &lt;span class="n">shared_data&lt;/span>&lt;span class="p">;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="n">mutex&lt;/span> &lt;span class="n">mtx&lt;/span>&lt;span class="p">;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="kt">void&lt;/span> &lt;span class="nf">worker&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="c1">// Even if the developer forgets to acquire the lock, compilation passes normally
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="c1">// std::lock_guard&amp;lt;std::mutex&amp;gt; lock(mtx);
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span> &lt;span class="n">shared_data&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">push_back&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">1&lt;/span>&lt;span class="p">);&lt;/span> &lt;span class="c1">// Fatal data race!
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="kt">int&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">()&lt;/span> &lt;span class="p">{&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="kr">thread&lt;/span> &lt;span class="n">t1&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">worker&lt;/span>&lt;span class="p">);&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">std&lt;/span>&lt;span class="o">::&lt;/span>&lt;span class="kr">thread&lt;/span> &lt;span class="n">t2&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">worker&lt;/span>&lt;span class="p">);&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">t1&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">join&lt;/span>&lt;span class="p">();&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="n">t2&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">join&lt;/span>&lt;span class="p">();&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl"> &lt;span class="k">return&lt;/span> &lt;span class="mi">0&lt;/span>&lt;span class="p">;&lt;/span>
&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="p">}&lt;/span>
&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;h2 id="rusts-mutex-owns-the-data">Rust&amp;rsquo;s Mutex &amp;ldquo;Owns&amp;rdquo; the Data
&lt;/h2>&lt;p>In Rust, &lt;code>Mutex&amp;lt;T&amp;gt;&lt;/code> &lt;strong>encapsulates (owns)&lt;/strong> the data type &lt;code>T&lt;/code> to be protected using generics. To access the data, you must always call &lt;code>lock()&lt;/code> to acquire a guard object. It is syntactically impossible to touch the data without acquiring the lock.&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-rust" data-lang="rust">&lt;span class="line">&lt;span class="cl">&lt;span class="k">use&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">std&lt;/span>::&lt;span class="n">sync&lt;/span>::&lt;span class="p">{&lt;/span>&lt;span class="n">Arc&lt;/span>&lt;span class="p">,&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">Mutex&lt;/span>&lt;span class="p">};&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="k">use&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">std&lt;/span>::&lt;span class="n">thread&lt;/span>&lt;span class="p">;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="k">fn&lt;/span> &lt;span class="nf">main&lt;/span>&lt;span class="p">()&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="c1">// The data is completely encapsulated inside the Mutex
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">shared_data&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">Arc&lt;/span>::&lt;span class="n">new&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">Mutex&lt;/span>::&lt;span class="n">new&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="nb">Vec&lt;/span>::&lt;span class="n">new&lt;/span>&lt;span class="p">()));&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="k">mut&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">handles&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="fm">vec!&lt;/span>&lt;span class="p">[];&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="k">for&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">_&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="k">in&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="mi">0&lt;/span>&lt;span class="o">..&lt;/span>&lt;span class="mi">2&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="c1">// Clone the Arc (thread-safe reference counting) to share between threads
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">data_clone&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">Arc&lt;/span>::&lt;span class="n">clone&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="o">&amp;amp;&lt;/span>&lt;span class="n">shared_data&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">handle&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">thread&lt;/span>::&lt;span class="n">spawn&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="k">move&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">||&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="c1">// You cannot access the internal Vec unless you acquire the lock
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="k">mut&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">data&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">data_clone&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">lock&lt;/span>&lt;span class="p">().&lt;/span>&lt;span class="n">unwrap&lt;/span>&lt;span class="p">();&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="n">data&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">push&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="mi">1&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="p">});&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="n">handles&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">push&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">handle&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="k">for&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">handle&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="k">in&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">handles&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="n">handle&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">join&lt;/span>&lt;span class="p">().&lt;/span>&lt;span class="n">unwrap&lt;/span>&lt;span class="p">();&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>Furthermore, Rust has two core traits that guarantee the safety of concurrent processing:&lt;/p>
&lt;ul>
&lt;li>&lt;code>Send&lt;/code>: Types whose ownership can be safely transferred between threads&lt;/li>
&lt;li>&lt;code>Sync&lt;/code>: Types that are safe to reference from multiple threads simultaneously&lt;/li>
&lt;/ul>
&lt;p>For example, the non-thread-safe &lt;code>Rc&amp;lt;T&amp;gt;&lt;/code> does not implement the &lt;code>Send&lt;/code> trait. Therefore, attempting to pass it to &lt;code>thread::spawn&lt;/code> immediately results in a compile error. This &amp;ldquo;Fearless Concurrency&amp;rdquo; frees developers from the fear of bugs, allowing them to push parallelization more aggressively.&lt;/p>
&lt;p>According to Amdahl&amp;rsquo;s Law, the theoretical maximum throughput for a parallelizable portion $P$ and a degree of parallelism $N$ is expressed as follows:&lt;/p>
$$ S(N) = \frac{1}{(1 - P) + \frac{P}{N}} $$
&lt;p>Rust makes it possible to safely perform refactoring to maximize this $P$, relying on the type system.&lt;/p>
&lt;div class="mermaid">graph TD
A["C++ Thread Safety"] --> B["Relies on Developer Memory"]
B --> C["Mutex Decoupled from Data"]
C --> D["High Risk of Silent Data Races"]
E["Rust Thread Safety"] --> F["Send and Sync Traits"]
F --> G["Mutex Owns the Data"]
G --> H["Data Races Prevented at Compile Time"]&lt;/div>
&lt;hr>
&lt;h1 id="4-error-handling-exceptions-vs-algebraic-data-types">4. Error Handling: Exceptions vs. Algebraic Data Types
&lt;/h1>&lt;p>The standard for error handling in C++ is &amp;ldquo;Exceptions&amp;rdquo;. However, exceptions obscure control flow and incur performance penalties (stack unwinding and bloat in RTTI). In embedded systems and game engines, it is common practice to completely disable exceptions (&lt;code>-fno-exceptions&lt;/code>) and adopt a design that returns classic error codes. Although &lt;code>std::expected&lt;/code> was introduced in C++23, it will take time to permeate the entire ecosystem.&lt;/p>
&lt;p>Rust does not have the concept of exceptions. Errors are returned purely as &amp;ldquo;values&amp;rdquo; and are represented by an enum (algebraic data type) called &lt;code>Result&amp;lt;T, E&amp;gt;&lt;/code>.&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code>&lt;span class="lnt"> 1
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-rust" data-lang="rust">&lt;span class="line">&lt;span class="cl">&lt;span class="k">use&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">std&lt;/span>::&lt;span class="n">fs&lt;/span>::&lt;span class="n">File&lt;/span>&lt;span class="p">;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="k">use&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">std&lt;/span>::&lt;span class="n">io&lt;/span>::&lt;span class="p">{&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">,&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">Read&lt;/span>&lt;span class="p">};&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="c1">// Just by looking at the return type, it is clear that an IO error can occur
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="k">fn&lt;/span> &lt;span class="nf">read_file_content&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">path&lt;/span>: &lt;span class="kp">&amp;amp;&lt;/span>&lt;span class="kt">str&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="w"> &lt;/span>-&amp;gt; &lt;span class="nb">Result&lt;/span>&lt;span class="o">&amp;lt;&lt;/span>&lt;span class="nb">String&lt;/span>&lt;span class="p">,&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">io&lt;/span>::&lt;span class="n">Error&lt;/span>&lt;span class="o">&amp;gt;&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="c1">// The ? operator early returns immediately on error, or extracts the value on success
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="k">mut&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">file&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">File&lt;/span>::&lt;span class="n">open&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">path&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="o">?&lt;/span>&lt;span class="p">;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="kd">let&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="k">mut&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">content&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="o">=&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="nb">String&lt;/span>::&lt;span class="n">new&lt;/span>&lt;span class="p">();&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="n">file&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">read_to_string&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="o">&amp;amp;&lt;/span>&lt;span class="k">mut&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">content&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="o">?&lt;/span>&lt;span class="p">;&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="nb">Ok&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">content&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>This &lt;code>?&lt;/code> operator is revolutionary. It eliminates the deep nesting (the pyramid of if statements) that occurs when checking error codes in C++, while maintaining clean code flow similar to exceptions, and explicitly describing in which function calls errors will propagate.&lt;/p>
&lt;hr>
&lt;h1 id="5-polymorphism-from-virtual-functions-and-templates-to-traits">5. Polymorphism: From Virtual Functions and Templates to Traits
&lt;/h1>&lt;p>Polymorphism in C++ is primarily achieved through dynamic dispatch via class inheritance and virtual functions (&lt;code>virtual&lt;/code>), or static dispatch via templates (such as CRTP).&lt;/p>
&lt;p>In dynamic dispatch, a pointer to a virtual function table (vptr) is embedded in the object, incurring a pointer resolution overhead at function call time.&lt;/p>
$$ T_{dispatch} = T_{lookup\_in\_vtable} + T_{dereference} $$
&lt;p>Rust discarded classic object-oriented &amp;ldquo;class inheritance&amp;rdquo; and instead adopted the concept of &amp;ldquo;&lt;strong>Traits&lt;/strong>&amp;rdquo; (similar to C++20&amp;rsquo;s Concepts, but more versatile).&lt;/p>
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&lt;pre tabindex="0" class="chroma">&lt;code class="language-rust" data-lang="rust">&lt;span class="line">&lt;span class="cl">&lt;span class="k">trait&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">Drawable&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="k">fn&lt;/span> &lt;span class="nf">draw&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="o">&amp;amp;&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="k">struct&lt;/span> &lt;span class="nc">Circle&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">radius&lt;/span>: &lt;span class="kt">f64&lt;/span> &lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="k">impl&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">Drawable&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="k">for&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">Circle&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="k">fn&lt;/span> &lt;span class="nf">draw&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="o">&amp;amp;&lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="fm">println!&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="s">&amp;#34;Drawing a Circle of radius &lt;/span>&lt;span class="si">{}&lt;/span>&lt;span class="s">&amp;#34;&lt;/span>&lt;span class="p">,&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="bp">self&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">radius&lt;/span>&lt;span class="p">);&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="c1">// Static dispatch (Monomorphization, zero overhead)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="k">fn&lt;/span> &lt;span class="nf">draw_static&lt;/span>&lt;span class="o">&amp;lt;&lt;/span>&lt;span class="n">T&lt;/span>: &lt;span class="nc">Drawable&lt;/span>&lt;span class="o">&amp;gt;&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">item&lt;/span>: &lt;span class="kp">&amp;amp;&lt;/span>&lt;span class="nc">T&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="n">item&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">draw&lt;/span>&lt;span class="p">();&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="c1">// Dynamic dispatch (Trait objects)
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="c1">&lt;/span>&lt;span class="k">fn&lt;/span> &lt;span class="nf">draw_dynamic&lt;/span>&lt;span class="p">(&lt;/span>&lt;span class="n">item&lt;/span>: &lt;span class="kp">&amp;amp;&lt;/span>&lt;span class="nc">dyn&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="n">Drawable&lt;/span>&lt;span class="p">)&lt;/span>&lt;span class="w"> &lt;/span>&lt;span class="p">{&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w"> &lt;/span>&lt;span class="n">item&lt;/span>&lt;span class="p">.&lt;/span>&lt;span class="n">draw&lt;/span>&lt;span class="p">();&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;span class="line">&lt;span class="cl">&lt;span class="w">&lt;/span>&lt;span class="p">}&lt;/span>&lt;span class="w">
&lt;/span>&lt;/span>&lt;/span>&lt;/code>&lt;/pre>&lt;/td>&lt;/tr>&lt;/table>
&lt;/div>
&lt;/div>&lt;p>The most prominent feature of dynamic dispatch in Rust (&lt;code>dyn Trait&lt;/code>) is that it does not hold a vptr within the data structure, but rather uses a &lt;strong>Fat Pointer&lt;/strong>. A fat pointer holds a &amp;ldquo;pointer to the data&amp;rdquo; and a &amp;ldquo;pointer to the vtable&amp;rdquo; as a pair. This makes it incredibly easy to implement (extend) traits for types defined in external libraries at a later time and subject them to dynamic dispatch.&lt;/p>
&lt;hr>
&lt;h1 id="6-package-management-and-build-systems-the-agony-of-cmake-and-the-blessings-of-cargo">6. Package Management and Build Systems: The Agony of CMake and the Blessings of Cargo
&lt;/h1>&lt;p>One of C++&amp;rsquo;s greatest weaknesses is the absence of a standard package manager. The arcane syntax of &lt;code>CMakeLists.txt&lt;/code>, the complexity of resolving dependencies with &lt;code>find_package&lt;/code>, and the differences in library paths across OSes have continued to rob C++ engineers of vast amounts of time.&lt;/p>
&lt;p>Rust comes standard with &lt;strong>Cargo&lt;/strong>, one of the best package managers and build systems in the world.&lt;/p>
&lt;div class="mermaid">graph TD
A["C++ Build Environment"] --> B["CMakeLists.txt"]
B --> C["vcpkg / Conan Integration"]
C --> D["Generate Makefiles / Ninja"]
D --> E["Compiler (GCC/Clang/MSVC)"]
F["Rust Build Environment"] --> G["Cargo.toml"]
G --> H["Fetch dependencies from crates.io"]
H --> I["rustc (Cargo build)"]
I --> J["Ready to run Binary"]&lt;/div>
&lt;p>By simply adding one line with the name and version of a dependency library (crate) to &lt;code>Cargo.toml&lt;/code>, it fully automates the resolution of transitive dependencies, downloading, and building. Furthermore, the toolchains necessary for development—such as testing (&lt;code>cargo test&lt;/code>), document generation (&lt;code>cargo doc&lt;/code>), static analysis (&lt;code>cargo clippy&lt;/code>), and formatting (&lt;code>cargo fmt&lt;/code>)—are all integrated into this single command. This level of comfort is so disruptive that once experienced, you will not want to return to a C++ build environment.&lt;/p>
&lt;hr>
&lt;h1 id="7-disadvantages-and-the-learning-curve-when-learning-rust">7. Disadvantages and the Learning Curve When Learning Rust
&lt;/h1>&lt;p>I have discussed Rust&amp;rsquo;s strengths so far, but there are certainly &amp;ldquo;walls&amp;rdquo; and disadvantages that C++ engineers will face when trying to deploy Rust in practice.&lt;/p>
&lt;h2 id="1-the-struggle-with-the-relentless-borrow-checker">1. The Struggle with the Relentless Borrow Checker
&lt;/h2>&lt;p>If you try to implement data structures in Rust exactly as you did in C++ where you &amp;ldquo;somehow linked them with raw pointers&amp;rdquo; (for example, doubly linked lists, graph structures, or self-referential structs), compilation will fail due to ownership and lifetime constraints. To satisfy the borrow checker, you need to either use complex wrappers like &lt;code>Rc&amp;lt;RefCell&amp;lt;T&amp;gt;&amp;gt;&lt;/code> or fundamentally redesign your architecture towards arena allocators or index-based management.&lt;/p>
&lt;h2 id="2-long-compilation-times">2. Long Compilation Times
&lt;/h2>&lt;p>While C++ also suffers from slow compilations due to template nesting, Rust&amp;rsquo;s compilation times (especially clean builds from scratch) are by no means short. Because LLVM&amp;rsquo;s powerful optimization passes, macro expansion, and generic monomorphization stack up, build times become a bottleneck in large-scale projects. Workarounds like making heavy use of &lt;code>cargo check&lt;/code> during development are essential.&lt;/p>
&lt;h2 id="3-interoperability-with-c-codebases">3. Interoperability with C++ Codebases
&lt;/h2>&lt;p>While integration with C (FFI) is very smooth, it is extremely difficult to directly link Rust with existing, massive C++ codebases (those that heavily use classes, templates, and virtual functions). Although bridge tools like &lt;code>cxx&lt;/code> and &lt;code>autocxx&lt;/code> have evolved in recent years, there remains a high hurdle for a completely seamless migration.&lt;/p>
&lt;hr>
&lt;h1 id="conclusion-should-we-migrate-to-rust">Conclusion: Should We Migrate to Rust?
&lt;/h1>&lt;p>C++ will likely continue to play a crucial role in game engine development and existing, massive infrastructure. The modernization brought by C++20/23 is remarkable, and it is becoming safer to write.&lt;/p>
&lt;p>However, for &amp;ldquo;newly launched system programming projects,&amp;rdquo; I feel that it is now &lt;strong>harder to find a reason NOT to choose Rust&lt;/strong>. The &amp;ldquo;certainty&amp;rdquo; of Rust—that as long as it compiles, you are freed from the fear of undefined behavior and memory corruption, and can safely perform concurrent processing with high performance—drastically improves an engineer&amp;rsquo;s mental model.&lt;/p>
&lt;p>For C++ engineers, learning Rust is not simply about memorizing new syntax, but it is the ultimate experience of gaining a new perspective on &amp;ldquo;how to manage memory and threads safely.&amp;rdquo; By all means, please experience the comfort of Cargo and the strictness of the borrow checker for yourselves.&lt;/p></description></item></channel></rss>