<?xml version="1.0" encoding="UTF-8"?>
<feed xmlns="http://www.w3.org/2005/Atom" xml:lang="en">
    <title>Edgar Luque</title>
    <subtitle>Software Developer</subtitle>
    <link rel="self" type="application/atom+xml" href="https://edgl.dev/atom.xml"/>
    <link rel="alternate" type="text/html" href="https://edgl.dev"/>
    <generator uri="https://www.getzola.org/">Zola</generator>
    <updated>2026-05-23T00:00:00+00:00</updated>
    <id>https://edgl.dev/atom.xml</id>
    <entry xml:lang="en">
        <title>How Block Access Lists are implemented in ethrex</title>
        <published>2026-05-23T00:00:00+00:00</published>
        <updated>2026-05-23T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/bal-in-ethrex/"/>
        <id>https://edgl.dev/blog/bal-in-ethrex/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/bal-in-ethrex/">&lt;p&gt;A &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;eips.ethereum.org&#x2F;EIPS&#x2F;eip-7928&quot;&gt;Block Access List&lt;&#x2F;a&gt; is a structured, per-block record of every account and storage slot touched during execution, with the post-execution values. The top-level shape is &lt;code&gt;List[AccountChanges]&lt;&#x2F;code&gt;, one entry per touched address. It lives in two places: a new &lt;code&gt;block_access_list_hash&lt;&#x2F;code&gt; field in the block header (&lt;code&gt;keccak256(rlp.encode(bal))&lt;&#x2F;code&gt;), and the BAL itself transmitted alongside the block via the Engine API.&lt;&#x2F;p&gt;
&lt;p&gt;A BAL exists because of what it lets a validator do: prefetch state without speculating, execute transactions in parallel with disjoint per-tx views, and merkleize the post-state root concurrently with the EVM. All three are possible because the BAL declares up front what the block will touch and what each touch will produce. This post is the anatomy of how ethrex implements both sides: producing a BAL while executing a block, and consuming a BAL to validate one in parallel.&lt;&#x2F;p&gt;
&lt;p&gt;Most of the code referenced below is in &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;lambdaclass&#x2F;ethrex&#x2F;blob&#x2F;main&#x2F;crates&#x2F;common&#x2F;types&#x2F;block_access_list.rs&quot;&gt;&lt;code&gt;crates&#x2F;common&#x2F;types&#x2F;block_access_list.rs&lt;&#x2F;code&gt;&lt;&#x2F;a&gt; and &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;lambdaclass&#x2F;ethrex&#x2F;blob&#x2F;main&#x2F;crates&#x2F;common&#x2F;validation.rs&quot;&gt;&lt;code&gt;crates&#x2F;common&#x2F;validation.rs&lt;&#x2F;code&gt;&lt;&#x2F;a&gt;, with the parallel execution wiring in &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;lambdaclass&#x2F;ethrex&#x2F;blob&#x2F;main&#x2F;crates&#x2F;vm&#x2F;backends&#x2F;levm&#x2F;mod.rs&quot;&gt;&lt;code&gt;crates&#x2F;vm&#x2F;backends&#x2F;levm&#x2F;mod.rs&lt;&#x2F;code&gt;&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Pinned to ethrex &lt;code&gt;main&lt;&#x2F;code&gt; at commit &lt;code&gt;c0995b947&lt;&#x2F;code&gt; and bal-devnet-7. The EIP and ethrex are both in active development.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;the-data-structures&quot;&gt;The data structures&lt;&#x2F;h2&gt;
&lt;p&gt;Reading the types top-down is the fastest way in. The top of the tree is &lt;code&gt;BlockAccessList&lt;&#x2F;code&gt;, just a vector of per-address entries:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BlockAccessList&lt;&#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;    inner&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;AccountChanges&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;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Each &lt;code&gt;AccountChanges&lt;&#x2F;code&gt; is an address plus five vectors, one per kind of touch:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; AccountChanges&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; address&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; storage_changes&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;SlotChange&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 style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; storage_reads&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;U256&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 style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; balance_changes&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;BalanceChange&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 style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; nonce_changes&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;NonceChange&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 style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; code_changes&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;CodeChange&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;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;The split between &lt;code&gt;storage_changes&lt;&#x2F;code&gt; and &lt;code&gt;storage_reads&lt;&#x2F;code&gt; matters: a read is a slot that was loaded but not written, a change is a slot that was written. Same for everything else, except reads only exist for storage. Touching an address with no state change still puts the address in the BAL with empty vectors.&lt;&#x2F;p&gt;
&lt;p&gt;The leaf types are all &quot;block access index + post-state value&quot; pairs:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; StorageChange&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; block_access_index&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; u32&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; post_value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; U256&lt;&#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 style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BalanceChange&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; block_access_index&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; u32&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; post_balance&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; U256&lt;&#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 style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; NonceChange&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; block_access_index&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; u32&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; post_nonce&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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&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 style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; CodeChange&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; block_access_index&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; u32&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; new_code&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Bytes&lt;&#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;SlotChange&lt;&#x2F;code&gt; groups changes by slot:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; SlotChange&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; slot&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; U256&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; slot_changes&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;StorageChange&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;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;The recurring rule across all of them: post-state only. The EIP is explicit: &quot;If a storage slot&#x27;s value is changed but its post-transaction value is equal to its pre-transaction value, the slot MUST NOT be recorded as modified.&quot; That rule sounds simple. It isn&#x27;t.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;the-recorder&quot;&gt;The recorder&lt;&#x2F;h2&gt;
&lt;p&gt;The BAL is not built incrementally by executing the EVM and appending. It&#x27;s built by feeding execution events into a &lt;code&gt;BlockAccessListRecorder&lt;&#x2F;code&gt;, which accumulates everything, and consuming it at the end of the block:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BlockAccessListRecorder&lt;&#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;    current_index&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; u32&lt;&#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;    touched_addresses&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IndexSet&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&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;    storage_reads&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IndexMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IndexSet&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;U256&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&amp;gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    storage_writes&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;U256&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u32&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; U256&lt;&#x2F;span&gt;&lt;span&gt;)&amp;gt;&amp;gt;&amp;gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    initial_balances&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IndexMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; U256&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;    tx_initial_storage&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; U256&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; U256&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;    tx_initial_code&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Bytes&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;    balance_changes&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u32&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; U256&lt;&#x2F;span&gt;&lt;span&gt;)&amp;gt;&amp;gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    nonce_changes&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u32&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; u64&lt;&#x2F;span&gt;&lt;span&gt;)&amp;gt;&amp;gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    code_changes&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u32&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Bytes&lt;&#x2F;span&gt;&lt;span&gt;)&amp;gt;&amp;gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    addresses_with_initial_code&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IndexSet&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&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;    reads_promoted_to_writes&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;U256&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&amp;gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    in_system_call&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; bool&lt;&#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 choice of &lt;code&gt;IndexSet&lt;&#x2F;code&gt; and &lt;code&gt;IndexMap&lt;&#x2F;code&gt; over &lt;code&gt;BTreeMap&lt;&#x2F;code&gt; for some fields isn&#x27;t aesthetic. It&#x27;s for the revert mechanism below: those types let us snapshot a length and truncate back to it, instead of cloning the whole structure per call frame.&lt;&#x2F;p&gt;
&lt;p&gt;The lifecycle looks like this:&lt;&#x2F;p&gt;
&lt;ol&gt;
&lt;li&gt;&lt;code&gt;new()&lt;&#x2F;code&gt; at the start of the block.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;code&gt;set_block_access_index(0)&lt;&#x2F;code&gt; for the pre-execution system contracts (EIP-2935 history, EIP-4788 beacon root, etc.).&lt;&#x2F;li&gt;
&lt;li&gt;For each transaction &lt;code&gt;i&lt;&#x2F;code&gt; (1-indexed), &lt;code&gt;set_block_access_index(i)&lt;&#x2F;code&gt;, then execute the tx, with the EVM calling &lt;code&gt;record_storage_read&lt;&#x2F;code&gt;, &lt;code&gt;record_storage_write&lt;&#x2F;code&gt;, &lt;code&gt;record_balance_change&lt;&#x2F;code&gt;, etc.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;code&gt;set_block_access_index(n+1)&lt;&#x2F;code&gt; for post-execution (withdrawals).&lt;&#x2F;li&gt;
&lt;li&gt;Consume the recorder into the final &lt;code&gt;BlockAccessList&lt;&#x2F;code&gt;.&lt;&#x2F;li&gt;
&lt;&#x2F;ol&gt;
&lt;p&gt;The EVM doesn&#x27;t care about BAL. It just emits access events. The recorder is the only thing that knows about block access indices, ordering, or filtering.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;revert-semantics-and-checkpoints&quot;&gt;Revert semantics and checkpoints&lt;&#x2F;h2&gt;
&lt;p&gt;The EIP says: &quot;State changes from reverted calls are discarded, but all accessed addresses must be included.&quot; This sounds like a footnote and is actually the most annoying part of the implementation.&lt;&#x2F;p&gt;
&lt;p&gt;The distinction is: &lt;em&gt;touches&lt;&#x2F;em&gt; persist across reverts, &lt;em&gt;state changes&lt;&#x2F;em&gt; don&#x27;t. If a &lt;code&gt;CALL&lt;&#x2F;code&gt; revert undoes a write, the slot still needs to appear in the BAL (because the SLOAD happened), but as a read, not a write. The recorder needs to be able to roll back exactly the state-change parts while keeping touched addresses and read sets intact.&lt;&#x2F;p&gt;
&lt;p&gt;ethrex uses two checkpoint types. The first is for inner-call reverts:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BlockAccessListCheckpoint&lt;&#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;    reads_promoted_len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; usize&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;    storage_writes_len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;U256&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; usize&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&amp;gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    balance_changes_len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; usize&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;    nonce_changes_len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; usize&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;    code_changes_len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BTreeMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; usize&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;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Notice what&#x27;s missing: there&#x27;s no &lt;code&gt;touched_addresses_len&lt;&#x2F;code&gt; here, and no &lt;code&gt;storage_reads&lt;&#x2F;code&gt;. Both persist across the revert. The checkpoint only captures &lt;em&gt;lengths&lt;&#x2F;em&gt;, and restoring it truncates each vector back to its captured size. No cloning of the recorder, no copying of state. Take a checkpoint before a &lt;code&gt;CALL&lt;&#x2F;code&gt;, restore it on revert.&lt;&#x2F;p&gt;
&lt;p&gt;The second checkpoint is for a different case: a transaction during block building that fails validation entirely (gas underpriced after re-execution, etc.) and needs to be fully erased from the recorder:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; TxCheckpoint&lt;&#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;    inner&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BlockAccessListCheckpoint&lt;&#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;    current_index&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; u32&lt;&#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;    touched_addresses_len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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;    storage_reads_lens&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IndexMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; usize&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;    initial_balances_len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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;    addresses_with_initial_code_len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;This one &lt;em&gt;does&lt;&#x2F;em&gt; capture touched addresses and read lengths, because for a fully-rejected tx, those touches shouldn&#x27;t exist either. Same trick: lengths only, restore is &lt;code&gt;truncate()&lt;&#x2F;code&gt; and &lt;code&gt;Vec::resize()&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;The reason both are length-based and not copy-based: a tx can have hundreds of call frames. Cloning the recorder per frame would tip a state-heavy block into OOM. Lengths are O(addresses_changed) per checkpoint, restore is O(items_to_drop).&lt;&#x2F;p&gt;
&lt;h2 id=&quot;net-zero-filtering&quot;&gt;Net-zero filtering&lt;&#x2F;h2&gt;
&lt;p&gt;Back to the EIP rule: &quot;If a storage slot&#x27;s value is changed but its post-transaction value is equal to its pre-transaction value, the slot MUST NOT be recorded as modified.&quot;&lt;&#x2F;p&gt;
&lt;p&gt;This is a per-transaction rule, not per-call. You can write &lt;code&gt;slot[k] = 5&lt;&#x2F;code&gt; then &lt;code&gt;slot[k] = 0&lt;&#x2F;code&gt; (its original value) within the same tx and the BAL should show no storage change. You also can&#x27;t just suppress the write at write-time, because you don&#x27;t know the final value until the tx is done.&lt;&#x2F;p&gt;
&lt;p&gt;The recorder solves this with &lt;code&gt;tx_initial_storage&lt;&#x2F;code&gt;: a &lt;code&gt;BTreeMap&amp;lt;(Address, U256), U256&amp;gt;&lt;&#x2F;code&gt; capturing the pre-tx value of every slot first written during the current tx. When &lt;code&gt;set_block_access_index&lt;&#x2F;code&gt; is called to move to the next transaction, &lt;code&gt;filter_net_zero_storage&lt;&#x2F;code&gt; runs:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; filter_net_zero_storage&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; current_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;current_index;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    let mut&lt;&#x2F;span&gt;&lt;span&gt; slots_to_convert&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; U256&lt;&#x2F;span&gt;&lt;span&gt;)&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    for&lt;&#x2F;span&gt;&lt;span&gt; ((addr, slot), pre_value)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; in&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;tx_initial_storage {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;        if let&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Some&lt;&#x2F;span&gt;&lt;span&gt;(slots)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;storage_writes&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;get&lt;&#x2F;span&gt;&lt;span&gt;(addr)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;            &amp;amp;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; let&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Some&lt;&#x2F;span&gt;&lt;span&gt;(changes)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; slots&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;get&lt;&#x2F;span&gt;&lt;span&gt;(slot)&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 style=&quot;color: #FF8F40;&quot;&gt;            let&lt;&#x2F;span&gt;&lt;span&gt; final_value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; changes&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;                .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;iter&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;                .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;filter&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span&gt;(idx, _)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;| *&lt;&#x2F;span&gt;&lt;span&gt;idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; ==&lt;&#x2F;span&gt;&lt;span&gt; current_idx)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;                .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;next_back&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;                .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;map&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span&gt;(_, val)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;| *&lt;&#x2F;span&gt;&lt;span&gt;val);&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 style=&quot;color: #FF8F40;&quot;&gt;            if let&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Some&lt;&#x2F;span&gt;&lt;span&gt;(final_val)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; final_value&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;                &amp;amp;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt; final_val&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; == *&lt;&#x2F;span&gt;&lt;span&gt;pre_value&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;                slots_to_convert&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;push&lt;&#x2F;span&gt;&lt;span&gt;((&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;*&lt;&#x2F;span&gt;&lt;span&gt;addr,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; *&lt;&#x2F;span&gt;&lt;span&gt;slot));&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 style=&quot;color: #FF8F40;&quot;&gt;    for&lt;&#x2F;span&gt;&lt;span&gt; (addr, slot)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; in&lt;&#x2F;span&gt;&lt;span&gt; slots_to_convert {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; remove the write entries, undo any read-to-write promotion,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; and re-insert as a read&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; ...&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;        self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;storage_reads&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;entry&lt;&#x2F;span&gt;&lt;span&gt;(addr)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;or_default&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;insert&lt;&#x2F;span&gt;&lt;span&gt;(slot);&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;The subtle part is the last step: a net-zero write doesn&#x27;t disappear, it &lt;em&gt;downgrades&lt;&#x2F;em&gt; to a read. The slot was still touched. If the slot was already a read that got promoted to a write earlier in the tx (because of an SSTORE), we have to undo the promotion too. There&#x27;s a parallel &lt;code&gt;filter_net_zero_code&lt;&#x2F;code&gt; doing the same dance for code changes (delegate then reset in one tx should produce no code change).&lt;&#x2F;p&gt;
&lt;p&gt;This is one of those rules that is easy to read in the EIP and then takes three review rounds to get right in code.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;block-access-index-semantics&quot;&gt;Block access index semantics&lt;&#x2F;h2&gt;
&lt;p&gt;Every change in the BAL has an index. The indices are not just transaction numbers; they encode the execution phase:&lt;&#x2F;p&gt;
&lt;svg xmlns=&quot;http:&#x2F;&#x2F;www.w3.org&#x2F;2000&#x2F;svg&quot; viewBox=&quot;0 0 680 160&quot; role=&quot;img&quot; aria-labelledby=&quot;bal-index-title bal-index-desc&quot; class=&quot;bal-index&quot;&gt;
  &lt;title id=&quot;bal-index-title&quot;&gt;Block access index timeline&lt;&#x2F;title&gt;
  &lt;desc id=&quot;bal-index-desc&quot;&gt;Horizontal timeline showing index 0 for pre-execution system contracts, indices 1 through n for transactions, and index n+1 for withdrawals.&lt;&#x2F;desc&gt;
  &lt;style&gt;
    .axis { stroke: #4d7577; stroke-width: 2; }
    .node-tx { fill: #14191F; stroke: #E6E1CF; stroke-width: 2; }
    .node-sys { fill: #14191F; stroke: #7abec2; stroke-width: 2; }
    .idx-label { fill: #7abec2; font-family: &#x27;JetBrains Mono Variable&#x27;, &#x27;JetBrains Mono&#x27;, monospace; font-size: 14px; font-weight: 600; text-anchor: middle; }
    .phase-label { fill: #E6E1CF; font-family: &#x27;JetBrains Mono Variable&#x27;, &#x27;JetBrains Mono&#x27;, monospace; font-size: 12px; text-anchor: middle; }
    .phase-sub { fill: #E6E1CF; opacity: 0.6; font-family: &#x27;JetBrains Mono Variable&#x27;, &#x27;JetBrains Mono&#x27;, monospace; font-size: 11px; text-anchor: middle; }
    .ellipsis { fill: #E6E1CF; opacity: 0.6; font-family: &#x27;JetBrains Mono Variable&#x27;, &#x27;JetBrains Mono&#x27;, monospace; font-size: 18px; text-anchor: middle; }
  &lt;&#x2F;style&gt;
  &lt;line x1=&quot;60&quot; y1=&quot;80&quot; x2=&quot;620&quot; y2=&quot;80&quot; class=&quot;axis&quot; &#x2F;&gt;
  &lt;text x=&quot;80&quot;  y=&quot;50&quot; class=&quot;idx-label&quot;&gt;0&lt;&#x2F;text&gt;
  &lt;text x=&quot;200&quot; y=&quot;50&quot; class=&quot;idx-label&quot;&gt;1&lt;&#x2F;text&gt;
  &lt;text x=&quot;320&quot; y=&quot;50&quot; class=&quot;idx-label&quot;&gt;2&lt;&#x2F;text&gt;
  &lt;text x=&quot;500&quot; y=&quot;50&quot; class=&quot;idx-label&quot;&gt;n&lt;&#x2F;text&gt;
  &lt;text x=&quot;600&quot; y=&quot;50&quot; class=&quot;idx-label&quot;&gt;n+1&lt;&#x2F;text&gt;
  &lt;circle cx=&quot;80&quot;  cy=&quot;80&quot; r=&quot;10&quot; class=&quot;node-sys&quot; &#x2F;&gt;
  &lt;circle cx=&quot;200&quot; cy=&quot;80&quot; r=&quot;10&quot; class=&quot;node-tx&quot; &#x2F;&gt;
  &lt;circle cx=&quot;320&quot; cy=&quot;80&quot; r=&quot;10&quot; class=&quot;node-tx&quot; &#x2F;&gt;
  &lt;circle cx=&quot;500&quot; cy=&quot;80&quot; r=&quot;10&quot; class=&quot;node-tx&quot; &#x2F;&gt;
  &lt;circle cx=&quot;600&quot; cy=&quot;80&quot; r=&quot;10&quot; class=&quot;node-sys&quot; &#x2F;&gt;
  &lt;text x=&quot;410&quot; y=&quot;86&quot; class=&quot;ellipsis&quot;&gt;···&lt;&#x2F;text&gt;
  &lt;text x=&quot;80&quot;  y=&quot;110&quot; class=&quot;phase-label&quot;&gt;system&lt;&#x2F;text&gt;
  &lt;text x=&quot;80&quot;  y=&quot;128&quot; class=&quot;phase-sub&quot;&gt;pre-exec&lt;&#x2F;text&gt;
  &lt;text x=&quot;200&quot; y=&quot;110&quot; class=&quot;phase-label&quot;&gt;tx 1&lt;&#x2F;text&gt;
  &lt;text x=&quot;320&quot; y=&quot;110&quot; class=&quot;phase-label&quot;&gt;tx 2&lt;&#x2F;text&gt;
  &lt;text x=&quot;500&quot; y=&quot;110&quot; class=&quot;phase-label&quot;&gt;tx n&lt;&#x2F;text&gt;
  &lt;text x=&quot;600&quot; y=&quot;110&quot; class=&quot;phase-label&quot;&gt;withdrawals&lt;&#x2F;text&gt;
  &lt;text x=&quot;600&quot; y=&quot;128&quot; class=&quot;phase-sub&quot;&gt;post-exec&lt;&#x2F;text&gt;
&lt;&#x2F;svg&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F;&#x2F; # Block Access Index Semantics&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F;&#x2F; - 0: System contracts (pre-execution phase)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F;&#x2F; - 1..n: Transaction indices (1-indexed)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F;&#x2F; - n+1: Post-execution phase (withdrawals)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;System contract calls happen at index 0: EIP-2935 (historical block hashes), EIP-4788 (beacon block root). Withdrawals happen at index n+1, after all transactions. Validation rejects any BAL whose indices exceed &lt;code&gt;n+1&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;This is also where &lt;code&gt;in_system_call&lt;&#x2F;code&gt; shows up in the recorder. System contracts touch &lt;code&gt;SYSTEM_ADDRESS&lt;&#x2F;code&gt; for their bookkeeping, but the spec says those touches shouldn&#x27;t appear in the BAL. The recorder filters them out while &lt;code&gt;in_system_call = true&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;two-execution-paths&quot;&gt;Two execution paths&lt;&#x2F;h2&gt;
&lt;p&gt;So far everything I&#x27;ve described, the recorder, the checkpoints, the net-zero filter, is the &lt;em&gt;builder&lt;&#x2F;em&gt; side: an execution flow that produces a BAL from scratch. ethrex has a second flow that doesn&#x27;t build a BAL at all, and that flow is the entire reason BAL exists.&lt;&#x2F;p&gt;
&lt;p&gt;The builder is sequential: execute transactions, record accesses through the recorder, consume the recorder, set the BAL hash in the produced header. The result is the canonical BAL for that block. Encoding is enforced through &lt;code&gt;encode_sorted_by&lt;&#x2F;code&gt; so two builders that observe the same accesses produce byte-identical RLP and therefore the same hash.&lt;&#x2F;p&gt;
&lt;p&gt;The validator path is different. When the consensus layer hands ethrex a block through &lt;code&gt;engine_newPayloadV5&lt;&#x2F;code&gt;, the BAL comes alongside as part of the execution payload. The validator then runs three things in parallel via &lt;code&gt;std::thread::scope&lt;&#x2F;code&gt;: a warmer that prefetches everything the BAL declares, the EVM executing transactions in parallel using the BAL to scope per-tx state, and a merkleizer that computes the post-state root from the BAL without waiting for execution to finish. There&#x27;s no &lt;code&gt;produced_bal&lt;&#x2F;code&gt; on this path; the input BAL is the ground truth.&lt;&#x2F;p&gt;
&lt;svg xmlns=&quot;http:&#x2F;&#x2F;www.w3.org&#x2F;2000&#x2F;svg&quot; viewBox=&quot;0 0 680 280&quot; role=&quot;img&quot; aria-labelledby=&quot;bal-scope-title bal-scope-desc&quot; class=&quot;bal-scope&quot;&gt;
  &lt;title id=&quot;bal-scope-title&quot;&gt;Parallel scope on the validator path&lt;&#x2F;title&gt;
  &lt;desc id=&quot;bal-scope-desc&quot;&gt;A single BAL input feeds three concurrent threads: warmer, EVM execution, and merkleizer. Their outputs converge into two gates: BAL access match and state root match.&lt;&#x2F;desc&gt;
  &lt;style&gt;
    .box-bal { fill: #0f1419; stroke: #7abec2; stroke-width: 2; }
    .box-lane { fill: #0f1419; stroke: #4d7577; stroke-width: 1.5; }
    .box-gate { fill: #0f1419; stroke: #E6E1CF; stroke-width: 1.5; }
    .arrow { stroke: #4d7577; stroke-width: 1.5; fill: none; }
    .label { fill: #E6E1CF; font-family: &#x27;JetBrains Mono Variable&#x27;, &#x27;JetBrains Mono&#x27;, monospace; font-size: 13px; }
    .label-bal { fill: #7abec2; font-family: &#x27;JetBrains Mono Variable&#x27;, &#x27;JetBrains Mono&#x27;, monospace; font-size: 15px; font-weight: 600; text-anchor: middle; }
    .label-fn { fill: #7abec2; font-family: &#x27;JetBrains Mono Variable&#x27;, &#x27;JetBrains Mono&#x27;, monospace; font-size: 11px; }
    .label-out { fill: #E6E1CF; opacity: 0.75; font-family: &#x27;JetBrains Mono Variable&#x27;, &#x27;JetBrains Mono&#x27;, monospace; font-size: 11px; }
    .label-gate { fill: #E6E1CF; font-family: &#x27;JetBrains Mono Variable&#x27;, &#x27;JetBrains Mono&#x27;, monospace; font-size: 12px; text-anchor: middle; }
    .scope-frame { fill: none; stroke: #4d7577; stroke-width: 1; stroke-dasharray: 4 4; opacity: 0.5; }
    .scope-label { fill: #E6E1CF; opacity: 0.5; font-family: &#x27;JetBrains Mono Variable&#x27;, &#x27;JetBrains Mono&#x27;, monospace; font-size: 11px; }
  &lt;&#x2F;style&gt;
  &lt;defs&gt;
    &lt;marker id=&quot;bal-arr&quot; viewBox=&quot;0 0 10 10&quot; refX=&quot;9&quot; refY=&quot;5&quot; markerUnits=&quot;strokeWidth&quot; markerWidth=&quot;8&quot; markerHeight=&quot;8&quot; orient=&quot;auto&quot;&gt;
      &lt;path d=&quot;M 0 0 L 10 5 L 0 10 z&quot; fill=&quot;#4d7577&quot;&#x2F;&gt;
    &lt;&#x2F;marker&gt;
  &lt;&#x2F;defs&gt;
  &lt;rect x=&quot;20&quot; y=&quot;105&quot; width=&quot;90&quot; height=&quot;70&quot; rx=&quot;6&quot; class=&quot;box-bal&quot; &#x2F;&gt;
  &lt;text x=&quot;65&quot; y=&quot;146&quot; class=&quot;label-bal&quot;&gt;BAL&lt;&#x2F;text&gt;
  &lt;rect x=&quot;170&quot; y=&quot;40&quot;  width=&quot;320&quot; height=&quot;44&quot; rx=&quot;6&quot; class=&quot;box-lane&quot; &#x2F;&gt;
  &lt;rect x=&quot;170&quot; y=&quot;118&quot; width=&quot;320&quot; height=&quot;44&quot; rx=&quot;6&quot; class=&quot;box-lane&quot; &#x2F;&gt;
  &lt;rect x=&quot;170&quot; y=&quot;196&quot; width=&quot;320&quot; height=&quot;44&quot; rx=&quot;6&quot; class=&quot;box-lane&quot; &#x2F;&gt;
  &lt;text x=&quot;184&quot; y=&quot;60&quot;  class=&quot;label&quot;&gt;Warmer&lt;&#x2F;text&gt;
  &lt;text x=&quot;184&quot; y=&quot;76&quot;  class=&quot;label-fn&quot;&gt;warm_block_from_bal&lt;&#x2F;text&gt;
  &lt;text x=&quot;184&quot; y=&quot;138&quot; class=&quot;label&quot;&gt;EVM&lt;&#x2F;text&gt;
  &lt;text x=&quot;184&quot; y=&quot;154&quot; class=&quot;label-fn&quot;&gt;LazyBalCursor (per tx, parallel)&lt;&#x2F;text&gt;
  &lt;text x=&quot;184&quot; y=&quot;216&quot; class=&quot;label&quot;&gt;Merkleizer&lt;&#x2F;text&gt;
  &lt;text x=&quot;184&quot; y=&quot;232&quot; class=&quot;label-fn&quot;&gt;synthesize_bal_updates → trie&lt;&#x2F;text&gt;
  &lt;rect x=&quot;155&quot; y=&quot;20&quot; width=&quot;350&quot; height=&quot;240&quot; rx=&quot;8&quot; class=&quot;scope-frame&quot; &#x2F;&gt;
  &lt;text x=&quot;160&quot; y=&quot;34&quot; class=&quot;scope-label&quot;&gt;std::thread::scope&lt;&#x2F;text&gt;
  &lt;path d=&quot;M 110 130 C 140 130, 140 62, 168 62&quot;  class=&quot;arrow lane-in lane-in-warmer&quot;    marker-end=&quot;url(#bal-arr)&quot; &#x2F;&gt;
  &lt;path d=&quot;M 110 140 L 168 140&quot;                  class=&quot;arrow lane-in lane-in-evm&quot;       marker-end=&quot;url(#bal-arr)&quot; &#x2F;&gt;
  &lt;path d=&quot;M 110 150 C 140 150, 140 218, 168 218&quot; class=&quot;arrow lane-in lane-in-merkleize&quot; marker-end=&quot;url(#bal-arr)&quot; &#x2F;&gt;
  &lt;path d=&quot;M 490 62  C 540 62, 540 110, 568 110&quot; class=&quot;arrow lane-out lane-out-warmer&quot;    marker-end=&quot;url(#bal-arr)&quot; &#x2F;&gt;
  &lt;path d=&quot;M 490 140 L 568 140&quot;                  class=&quot;arrow lane-out lane-out-evm&quot;       marker-end=&quot;url(#bal-arr)&quot; &#x2F;&gt;
  &lt;path d=&quot;M 490 218 C 540 218, 540 170, 568 170&quot; class=&quot;arrow lane-out lane-out-merkleize&quot; marker-end=&quot;url(#bal-arr)&quot; &#x2F;&gt;
  &lt;text x=&quot;495&quot; y=&quot;58&quot;  class=&quot;label-out&quot;&gt;caches&lt;&#x2F;text&gt;
  &lt;text x=&quot;495&quot; y=&quot;136&quot; class=&quot;label-out&quot;&gt;unread sets&lt;&#x2F;text&gt;
  &lt;text x=&quot;495&quot; y=&quot;214&quot; class=&quot;label-out&quot;&gt;state root&lt;&#x2F;text&gt;
  &lt;rect x=&quot;568&quot; y=&quot;95&quot;  width=&quot;100&quot; height=&quot;32&quot; rx=&quot;6&quot; class=&quot;box-gate gate-hash&quot; &#x2F;&gt;
  &lt;text x=&quot;618&quot; y=&quot;115&quot; class=&quot;label-gate&quot;&gt;hash gate&lt;&#x2F;text&gt;
  &lt;rect x=&quot;568&quot; y=&quot;153&quot; width=&quot;100&quot; height=&quot;32&quot; rx=&quot;6&quot; class=&quot;box-gate gate-root&quot; &#x2F;&gt;
  &lt;text x=&quot;618&quot; y=&quot;173&quot; class=&quot;label-gate&quot;&gt;root gate&lt;&#x2F;text&gt;
&lt;&#x2F;svg&gt;
&lt;h3 id=&quot;deterministic-prewarm&quot;&gt;Deterministic prewarm&lt;&#x2F;h3&gt;
&lt;p&gt;Without a BAL, the only way to prewarm state is to guess what the EVM will touch. ethrex&#x27;s fallback warmer does this by speculatively re-executing transactions in parallel, grouped by sender (Nethermind&#x27;s trick: same-sender txs sequentially, different senders in parallel). It&#x27;s an educated guess. Sometimes wrong, often wasteful.&lt;&#x2F;p&gt;
&lt;p&gt;With a BAL, the guess is replaced by a list. &lt;code&gt;warm_block_from_bal&lt;&#x2F;code&gt; walks the BAL and prefetches in two phases: every account first (which warms the trie layer cache), then every storage slot and bytecode (which benefit from the trie nodes already cached in phase one). No re-execution, no speculation, exact set.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; warm_block_from_bal&lt;&#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;    bal&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;BlockAccessList&lt;&#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;    store&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Arc&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;dyn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Database&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;    cancelled&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;AtomicBool&lt;&#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 style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Result&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(),&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; EvmError&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; account_addresses&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; bal&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;accounts&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;iter&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;map&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span&gt;ac&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span&gt; ac&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;address)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;collect&lt;&#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;    store&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;prefetch_accounts&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;account_addresses)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; phase 2: parallel per-slot storage + per-account code prefetch&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; ...&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 warmer runs on its own thread inside the scope. If it falls behind the EVM, the EVM does the IO itself; the prewarm is opportunistic, not a barrier.&lt;&#x2F;p&gt;
&lt;h3 id=&quot;parallel-transaction-execution&quot;&gt;Parallel transaction execution&lt;&#x2F;h3&gt;
&lt;p&gt;The BAL declares exactly what each transaction will touch, so each transaction can execute against a database view that contains only its declared subset. The mechanism is &lt;code&gt;LazyBalCursor&lt;&#x2F;code&gt;: each per-tx database holds a cursor into the BAL scoped to that tx&#x27;s &lt;code&gt;block_access_index&lt;&#x2F;code&gt;. When the EVM calls &lt;code&gt;get_storage_value&lt;&#x2F;code&gt; or &lt;code&gt;load_account&lt;&#x2F;code&gt;, the cursor lazily materializes that single slot or account from the BAL overlay, not the whole tx&#x27;s slice.&lt;&#x2F;p&gt;
&lt;p&gt;That keeps per-tx seeding cost at O(touched-by-this-tx) instead of O(BAL). It also means cross-tx interference is impossible by construction: if two txs touch the same slot, the later tx&#x27;s cursor resolves to the earlier tx&#x27;s post-value, copied into its scoped view; there&#x27;s no shared mutable reference.&lt;&#x2F;p&gt;
&lt;p&gt;While the txs run in parallel, a shadow recorder per tx notes which addresses and slots the EVM actually touched. Two block-wide sets, &lt;code&gt;unread_storage_reads&lt;&#x2F;code&gt; and &lt;code&gt;unaccessed_pure_accounts&lt;&#x2F;code&gt;, are seeded from the BAL up front. Each tx&#x27;s shadow recorder removes the entries it satisfied. After all txs, withdrawals, and request extraction have run, both sets must be empty. If they aren&#x27;t, the BAL claimed something that didn&#x27;t happen, and the block is rejected. The reverse direction is enforced by construction: an EVM access for a slot the BAL didn&#x27;t list can&#x27;t be satisfied by the scoped view, so the block fails as soon as the missing access surfaces.&lt;&#x2F;p&gt;
&lt;h3 id=&quot;optimistic-merkleization&quot;&gt;Optimistic merkleization&lt;&#x2F;h3&gt;
&lt;p&gt;Computing the post-state root is usually the dominant cost after EVM execution finishes. With a BAL, you don&#x27;t need to wait. The BAL declares every post-state value: last &lt;code&gt;BalanceChange.post_balance&lt;&#x2F;code&gt;, last &lt;code&gt;NonceChange.post_nonce&lt;&#x2F;code&gt;, last &lt;code&gt;CodeChange.new_code&lt;&#x2F;code&gt;, last &lt;code&gt;StorageChange.post_value&lt;&#x2F;code&gt; per slot. That&#x27;s enough to drive trie updates.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;code&gt;synthesize_bal_updates&lt;&#x2F;code&gt; collapses the BAL into a per-account map of field-level deltas:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BalSynthesisItem&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; balance&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;U256&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 style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; nonce&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u64&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 style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; code_hash&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;H256&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 style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; code&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Code&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 style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; added_storage&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; FxHashMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;H256&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; U256&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;}&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 style=&quot;color: #FF8F40;&quot;&gt;pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; synthesize_bal_updates&lt;&#x2F;span&gt;&lt;span&gt;(bal&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;BlockAccessList&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; FxHashMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Address&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BalSynthesisItem&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; ... last() of each change vector, per account&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 merkleizer thread takes this map and starts trie work the moment block execution begins, in parallel with the EVM. Two gates guard the result: (1) every BAL entry must be accessed (the &lt;code&gt;unread_storage_reads&lt;&#x2F;code&gt; + &lt;code&gt;unaccessed_pure_accounts&lt;&#x2F;code&gt; check above), and (2) the computed state root must equal &lt;code&gt;header.state_root&lt;&#x2F;code&gt;. If either fails, the optimistic merkle output is discarded.&lt;&#x2F;p&gt;
&lt;p&gt;Accounts that appear in the BAL only via &lt;code&gt;storage_reads&lt;&#x2F;code&gt; (no actual changes) are skipped: their trie state is unchanged, so there&#x27;s nothing for the merkleizer to do for them.&lt;&#x2F;p&gt;
&lt;h3 id=&quot;the-cheap-checks-both-paths-share&quot;&gt;The cheap checks both paths share&lt;&#x2F;h3&gt;
&lt;p&gt;&lt;code&gt;validate_header_bal_indices&lt;&#x2F;code&gt; rejects any BAL with an index &amp;gt; &lt;code&gt;n+1&lt;&#x2F;code&gt;. &lt;code&gt;BAL_ITEM_COST = 2000&lt;&#x2F;code&gt; caps total items at &lt;code&gt;gas_limit &#x2F; 2000&lt;&#x2F;code&gt; (15,000 for a 30M gas block) as a DoS bound. These run early on both paths so a bogus BAL fails fast.&lt;&#x2F;p&gt;
&lt;p&gt;The split is the architectural point: building a BAL is sequential and easy to reason about; validating one parallelizes three expensive things at once (prefetch, execution, merkleization) because the BAL itself tells each of them what to do.&lt;&#x2F;p&gt;
&lt;p&gt;If you want to read the source: &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;lambdaclass&#x2F;ethrex&#x2F;blob&#x2F;main&#x2F;crates&#x2F;common&#x2F;types&#x2F;block_access_list.rs&quot;&gt;&lt;code&gt;block_access_list.rs&lt;&#x2F;code&gt;&lt;&#x2F;a&gt;, &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;lambdaclass&#x2F;ethrex&#x2F;blob&#x2F;main&#x2F;crates&#x2F;common&#x2F;validation.rs&quot;&gt;&lt;code&gt;validation.rs&lt;&#x2F;code&gt;&lt;&#x2F;a&gt;, and &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;lambdaclass&#x2F;ethrex&#x2F;blob&#x2F;main&#x2F;crates&#x2F;vm&#x2F;backends&#x2F;levm&#x2F;mod.rs&quot;&gt;&lt;code&gt;vm&#x2F;backends&#x2F;levm&#x2F;mod.rs&lt;&#x2F;code&gt;&lt;&#x2F;a&gt; in &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;lambdaclass&#x2F;ethrex&quot;&gt;ethrex&lt;&#x2F;a&gt;, and the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;eips.ethereum.org&#x2F;EIPS&#x2F;eip-7928&quot;&gt;EIP&lt;&#x2F;a&gt; itself.&lt;&#x2F;p&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>New Programming Languages Have an AI Problem</title>
        <published>2026-03-10T00:00:00+00:00</published>
        <updated>2026-03-10T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/ai-language-adoption/"/>
        <id>https://edgl.dev/blog/ai-language-adoption/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/ai-language-adoption/">&lt;p&gt;There&#x27;s a playbook for getting a new programming language adopted. Find a niche, build a community, grow the ecosystem, get some corporate backing if you can. It&#x27;s hard, but it works. Rust did it. Go did it. Kotlin did it. The path was known.&lt;&#x2F;p&gt;
&lt;p&gt;I think that path just got a lot harder, and the reason is AI.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;the-old-game&quot;&gt;The old game&lt;&#x2F;h2&gt;
&lt;p&gt;New languages always had barriers to overcome. No libraries. No Stack Overflow answers. No jobs. No IDE support. These were real problems, but they were solvable with time and effort. You could write the libraries yourself. You could answer the questions. You could convince a company to try it for a project.&lt;&#x2F;p&gt;
&lt;p&gt;The key thing about these barriers is that they were linear. More people using the language meant more libraries, which meant more people using the language. A virtuous cycle, and one that a motivated community could bootstrap.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;the-new-barrier&quot;&gt;The new barrier&lt;&#x2F;h2&gt;
&lt;p&gt;AI coding assistants are no longer a novelty. They&#x27;re part of the toolchain. Ask any developer who uses Copilot or Claude daily. Going back to writing code without it feels like switching from an IDE to notepad.&lt;&#x2F;p&gt;
&lt;p&gt;Now try using one of these tools with a language that has a small corpus. You&#x27;ll get hallucinated APIs, wrong idioms, suggestions that look right but aren&#x27;t. The AI becomes actively misleading rather than helpful. And this isn&#x27;t a minor inconvenience. It&#x27;s a productivity tax. Every developer choosing a language is now implicitly weighing &quot;how good is the AI support?&quot; alongside the usual factors.&lt;&#x2F;p&gt;
&lt;p&gt;AI coding assistants are the new TIOBE index, except they actually affect outcomes.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;why-this-one-is-different&quot;&gt;Why this one is different&lt;&#x2F;h2&gt;
&lt;p&gt;The old barriers had a known escape route: just keep building. Write more libraries, answer more questions, make better tools. The community was in control.&lt;&#x2F;p&gt;
&lt;p&gt;The AI barrier is circular in a way that&#x27;s harder to break out of. Models need training data. Training data comes from usage. Usage requires good AI support. Good AI support requires training data. You can see where this goes.&lt;&#x2F;p&gt;
&lt;p&gt;What makes it worse is that training data pipelines are controlled by a handful of companies. With the old barriers, a language community could directly address the problem. You write the library, you write the docs, you build the tool. With AI, you&#x27;re dependent on OpenAI, Anthropic, or Google deciding your language is worth including in their next training run. And they&#x27;ll prioritize what gets them the most users, which is... the languages people already use.&lt;&#x2F;p&gt;
&lt;p&gt;You can&#x27;t really bootstrap your way out of this one the same way.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;i-ve-been-on-the-other-side&quot;&gt;I&#x27;ve been on the other side&lt;&#x2F;h2&gt;
&lt;p&gt;I&#x27;ve written hobby programming languages. It&#x27;s one of those things that teaches you a ton about compilers, type systems, and language design. There&#x27;s a joy in crafting something that expresses ideas the way you want them expressed.&lt;&#x2F;p&gt;
&lt;p&gt;But there&#x27;s a new feeling now that wasn&#x27;t there a few years ago. You can design the most elegant language in the world, with a type system that catches bugs no other language catches, with syntax that makes complex ideas simple. And it won&#x27;t matter. No AI will be good at it. Any developer who tries it will be fighting their tools instead of using them.&lt;&#x2F;p&gt;
&lt;p&gt;The gap between &quot;technically interesting&quot; and &quot;practically adoptable&quot; just got a lot wider.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;is-there-hope&quot;&gt;Is there hope?&lt;&#x2F;h2&gt;
&lt;p&gt;Maybe. A few things could change the equation:&lt;&#x2F;p&gt;
&lt;p&gt;&lt;strong&gt;Models that reason instead of pattern-match.&lt;&#x2F;strong&gt; If AI gets better at understanding language grammars and semantics from first principles rather than just memorizing patterns from GitHub, then a small language with a well-written spec could get decent support without a massive corpus. We&#x27;re not there yet, but it&#x27;s not impossible.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;strong&gt;Language servers as an equalizer.&lt;&#x2F;strong&gt; A good LSP implementation gives an AI structured information about types, completions, and diagnostics. This could partially compensate for a lack of training data. The model doesn&#x27;t need to have memorized your language if it can query a language server that understands it. Some early work in this direction looks promising.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;strong&gt;Synthetic training data.&lt;&#x2F;strong&gt; Language designers could generate large amounts of idiomatic code from their grammars and type systems. It&#x27;s not the same as real-world code, but it might be enough to get a model past the &quot;hallucinating everything&quot; stage.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;strong&gt;AI-friendly specs.&lt;&#x2F;strong&gt; A well-written, machine-readable language specification could go a long way. If your grammar is formally defined, your semantics are precise, and your spec is structured in a way that an AI can consume, you&#x27;re giving models a shortcut past the &quot;learn from a million repos&quot; approach. Most languages have specs written for humans. Writing one that&#x27;s also useful for AI might become a real competitive advantage.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;strong&gt;Niches where AI matters less.&lt;&#x2F;strong&gt; Embedded systems, formal verification, specific domains where correctness matters more than velocity. If your language targets a space where developers aren&#x27;t relying on AI autocomplete, the barrier disappears.&lt;&#x2F;p&gt;
&lt;p&gt;But here&#x27;s the thing. Language designers now need an &quot;AI adoption strategy&quot; alongside their language spec. That&#x27;s a sentence that would&#x27;ve sounded absurd five years ago.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;the-uncomfortable-question&quot;&gt;The uncomfortable question&lt;&#x2F;h2&gt;
&lt;p&gt;Are we watching the programming language landscape stagnate? Are we approaching a world where the languages we have now are the languages we&#x27;re stuck with?&lt;&#x2F;p&gt;
&lt;p&gt;There&#x27;s a real irony here. AI is supposed to be the most innovative, disruptive technology of our time. And one of its side effects might be freezing the programming world in place, making it harder for new ideas to get a foothold. The most revolutionary technology in software might be the thing that stops programming languages from evolving.&lt;&#x2F;p&gt;
&lt;p&gt;I don&#x27;t have a clean answer. Maybe the AI companies will solve this as models get smarter. Maybe someone will figure out how to bootstrap a language&#x27;s AI support the way we used to bootstrap ecosystems. Maybe this barrier will turn out to be temporary.&lt;&#x2F;p&gt;
&lt;p&gt;But right now, if you&#x27;re designing a new programming language, you&#x27;re not just competing against Python, Rust, and Go for mindshare. You&#x27;re competing against the entire training corpus of every major AI model. And that&#x27;s a fight that&#x27;s very hard to win.&lt;&#x2F;p&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Creating an x86_64 kernel in Rust: Part 2</title>
        <published>2025-08-30T00:00:00+00:00</published>
        <updated>2025-08-30T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/creating-a-kernel-p2/"/>
        <id>https://edgl.dev/blog/creating-a-kernel-p2/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/creating-a-kernel-p2/">&lt;h2 id=&quot;adding-serial-output&quot;&gt;Adding Serial output&lt;&#x2F;h2&gt;
&lt;p&gt;QEMU provides serial output by specifying it in the cli options:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;shellscript&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;-device&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; isa-debug-exit,iobase=0xf4,iosize=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0x04&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; \&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;-serial&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; stdio&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; \&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;The device isa-debug-exit allows us to exit QEMU easily.&lt;&#x2F;p&gt;
&lt;p&gt;The serial output is a &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;16550_UART&quot;&gt;16550 UART&lt;&#x2F;a&gt; universal asynchronous receiver-transmitter.&lt;&#x2F;p&gt;
&lt;p&gt;For this, we will use the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.rs&#x2F;uart_16550&#x2F;latest&#x2F;uart_16550&#x2F;&quot;&gt;uart_16550&lt;&#x2F;a&gt; crate, which interfaces with the port-mapped I&#x2F;O (basically reading&#x2F;writing to specific I&#x2F;O port addresses to communicate with hardware).&lt;&#x2F;p&gt;
&lt;p&gt;First, let&#x27;s add the dependency to our &lt;code&gt;Cargo.toml&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;toml&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;dependencies&lt;&#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;uart_16550&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;0.3.1&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Let&#x27;s create a file named &lt;code&gt;serial.rs&lt;&#x2F;code&gt;, where we will add a serial_println macro, so we can have nice debug output.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;use&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; core&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;fmt&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;{&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; 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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;use&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; spin&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;{&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Once&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; mutex&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Mutex&lt;&#x2F;span&gt;&lt;span&gt;};&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;use&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; uart_16550&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;SerialPort&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 style=&quot;color: #FF8F40;&quot;&gt;static&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; SERIAL_DBG&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Once&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Mutex&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;SerialPort&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Once&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; init&lt;&#x2F;span&gt;&lt;span&gt;() {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;    SERIAL_DBG&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;call_once&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #FF8F40;&quot;&gt;        let mut&lt;&#x2F;span&gt;&lt;span&gt; port&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; uart_16550&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;SerialPort&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0x3F8&lt;&#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;        port&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;init&lt;&#x2F;span&gt;&lt;span&gt;();&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;        Mutex&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(port)&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&gt;#[macro_export]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;macro_rules! serial_print&lt;&#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 style=&quot;color: #F29668;&quot;&gt;$&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;$&lt;&#x2F;span&gt;&lt;span&gt;arg&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span&gt;tt)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;*&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; (&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;$&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;crate&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;serial&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;_serial_print&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;format_args!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;$&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;$&lt;&#x2F;span&gt;&lt;span&gt;arg)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;*&lt;&#x2F;span&gt;&lt;span&gt;)));&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#[macro_export]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;macro_rules! serial_println&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    ()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; (&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;$&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;crate&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;serial_print!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&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;span style=&quot;color: #F29668;&quot;&gt;$&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;$&lt;&#x2F;span&gt;&lt;span&gt;arg&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span&gt;tt)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;*&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; (&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;$&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;crate&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;serial_print!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;{}&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; format_args!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;$&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;$&lt;&#x2F;span&gt;&lt;span&gt;arg)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#[doc(hidden)]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; _serial_print&lt;&#x2F;span&gt;&lt;span&gt;(args&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; fmt&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Arguments&lt;&#x2F;span&gt;&lt;span&gt;) {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; This is safe because we only call this after init() has been called,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; and the UART is properly initialized&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;        SERIAL_DBG&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;get&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap_unchecked&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;lock&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;write_fmt&lt;&#x2F;span&gt;&lt;span&gt;(args)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;            .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&lt;&#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;&lt;code&gt;format_args!&lt;&#x2F;code&gt; doesn&#x27;t heap allocate, so this works even before we have a heap allocator.&lt;&#x2F;p&gt;
&lt;p&gt;The port &lt;code&gt;0x3F8&lt;&#x2F;code&gt; is the COM1 port, which is the standard first serial port address on x86 systems. QEMU maps this to the serial output we configured. You can find out more in the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;wiki.osdev.org&#x2F;Serial_Ports&quot;&gt;osdev&lt;&#x2F;a&gt; wiki.&lt;&#x2F;p&gt;
&lt;p&gt;Don&#x27;t forget to add the module to your main.rs:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mod&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; serial&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;Since we want to have serial output as early as possible (especially for debugging panics during early boot), I added the init call to the &lt;code&gt;boot.rs&lt;&#x2F;code&gt; file:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; boot.rs&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&gt;#[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;unsafe&lt;&#x2F;span&gt;&lt;span&gt;(no_mangle)]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;unsafe extern&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;C&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; kmain&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; All limine requests must also be referenced in a called function, otherwise they may be&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; removed by the linker.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;    assert!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;BASE_REVISION&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;is_supported&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; Early init serial in case we panic on expects.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    serial&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;init&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F;&#x2F; ...&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;Since we can print now, let&#x27;s modify the panic handler to print the panic info:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; main.rs&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;#[panic_handler]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; rust_panic&lt;&#x2F;span&gt;&lt;span&gt;(info&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;core&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;panic&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;PanicInfo&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #FFB454;&quot;&gt;    serial_println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;KERNEL PANIC:&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 style=&quot;color: #FFB454;&quot;&gt;    serial_println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;{info:#?}&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 style=&quot;color: #FF8F40;&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 style=&quot;color: #FFB454;&quot;&gt;        hlt&lt;&#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;h2 id=&quot;testing-it-out&quot;&gt;Testing it out&lt;&#x2F;h2&gt;
&lt;p&gt;Let&#x27;s add a simple test to the main function to see the serial output working:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; main&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #FFB454;&quot;&gt;    serial_println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;Hello from the kernel!&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 style=&quot;color: #FFB454;&quot;&gt;    serial_println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;Serial output is working: {}&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 42&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 style=&quot;color: #FF8F40;&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 style=&quot;color: #FFB454;&quot;&gt;        hlt&lt;&#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;When you run &lt;code&gt;make run&lt;&#x2F;code&gt;, you should see the output in your terminal since we configured QEMU with &lt;code&gt;-serial stdio&lt;&#x2F;code&gt;. If everything is working correctly, you&#x27;ll see your messages printed alongside any QEMU boot messages.&lt;&#x2F;p&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Creating an x86_64 kernel in Rust: Part 1</title>
        <published>2025-08-28T00:00:00+00:00</published>
        <updated>2025-08-28T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/creating-a-kernel/"/>
        <id>https://edgl.dev/blog/creating-a-kernel/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/creating-a-kernel/">&lt;p&gt;This is some kind of blog series about my journey as I learn and implement my own Rust kernel.&lt;&#x2F;p&gt;
&lt;p&gt;Any knowledge shared here may not be fully true, since I do this as a hobby and I&#x27;m not an experienced kernel developer.
I&#x27;m just doing this for fun, learning about the true low level bits that make running a computer with the x86_64 architecture possible.&lt;&#x2F;p&gt;
&lt;p&gt;Sometimes I will mention some names or mnemonics, and maybe I won&#x27;t explain them here, but I always try to put relevant links to more information.
After all, if you want to make a kernel, you will need to do research, &lt;strong&gt;a lot&lt;&#x2F;strong&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;I also won&#x27;t be doing everything from scratch, for example I will use the &lt;code&gt;x86_64&lt;&#x2F;code&gt; crate for some interactions with registers, and the &lt;code&gt;acpi&lt;&#x2F;code&gt; crate to parse and use the ACPI tables.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;the-bootloader&quot;&gt;The bootloader&lt;&#x2F;h2&gt;
&lt;p&gt;I&#x27;ll be using &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;limine-bootloader.org&#x2F;&quot;&gt;limine&lt;&#x2F;a&gt;, for some reasons:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;I like it. Feels simple and modern.&lt;&#x2F;li&gt;
&lt;li&gt;It provides a really nice &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;crates.io&#x2F;crates&#x2F;limine&quot;&gt;crate&lt;&#x2F;a&gt; with a &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;jasondyoungberg&#x2F;limine-rust-template&quot;&gt;template&lt;&#x2F;a&gt; to create a kernel.&lt;&#x2F;li&gt;
&lt;li&gt;We have bootloader support with UEFI out of the box, which is what most modern systems use (instead of the older BIOS).&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;To start, go to the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;jasondyoungberg&#x2F;limine-rust-template&quot;&gt;template&lt;&#x2F;a&gt; and clone it or use the template button.&lt;&#x2F;p&gt;
&lt;p&gt;This template uses limine, and has a nice makefile to build and run the kernel under QEMU,
the makefile also downloads the UEFI firmware (&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;tianocore&#x2F;tianocore.github.io&#x2F;wiki&#x2F;OVMF&quot;&gt;OVMF&lt;&#x2F;a&gt;) needed by QEMU to use UEFI.&lt;&#x2F;p&gt;
&lt;p&gt;I also recommend creating a &lt;code&gt;.cargo&lt;&#x2F;code&gt; file inside the kernel folder with the following &lt;code&gt;config.toml&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;toml&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;build&lt;&#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;target&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;x86_64-unknown-none&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;The &lt;code&gt;x86_64-unknown-none&lt;&#x2F;code&gt; is a baremetal target that fits perfectly to create a kernel.&lt;&#x2F;p&gt;
&lt;p&gt;If you are using vscode I also recommend to create a &lt;code&gt;settings.json&lt;&#x2F;code&gt; with the following:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;json&quot;&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 style=&quot;color: #39BAE6;&quot;&gt;    &amp;quot;rust-analyzer.cargo.target&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;x86_64-unknown-none&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;&quot;&gt;    &amp;quot;rust-analyzer.cargo.allTargets&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; false&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;You should look a bit around at the makefile to understand it.&lt;&#x2F;p&gt;
&lt;p&gt;I will only focus on x86_64 with UEFI, so I modified a bit the relevant runners (the one that uses cdrom and the one with hdd):&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;make&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F07178;&quot;&gt;.PHONY&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span&gt; run-x86_64&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;run-x86_64&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span&gt; ovmf&#x2F;ovmf-code-&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;KARCH&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span&gt;.fd ovmf&#x2F;ovmf-vars-&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;KARCH&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span&gt;.fd &lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;IMAGE_NAME&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span&gt;.iso&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;	qemu-system-&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;KARCH&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; \&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-M q35 &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-drive if=pflash,unit=0,format=raw,file=ovmf&#x2F;ovmf-code-&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;KARCH&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span&gt;.fd,readonly=on &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-drive if=pflash,unit=1,format=raw,file=ovmf&#x2F;ovmf-vars-&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;KARCH&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span&gt;.fd &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-cdrom &lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;IMAGE_NAME&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span&gt;.iso &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-device isa-debug-exit,iobase=0xf4,iosize=0x04 &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-serial stdio &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-no-reboot &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;		$(&lt;&#x2F;span&gt;&lt;span&gt;QEMUFLAGS&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F07178;&quot;&gt;.PHONY&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span&gt; run-hdd-x86_64&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;run-hdd-x86_64&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span&gt; ovmf&#x2F;ovmf-code-&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;KARCH&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span&gt;.fd ovmf&#x2F;ovmf-vars-&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;KARCH&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span&gt;.fd &lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;IMAGE_NAME&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span&gt;.hdd&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;	qemu-system-&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;KARCH&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; \&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-M q35 &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-drive if=pflash,unit=0,format=raw,file=ovmf&#x2F;ovmf-code-&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;KARCH&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span&gt;.fd,readonly=on &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-drive if=pflash,unit=1,format=raw,file=ovmf&#x2F;ovmf-vars-&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;KARCH&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span&gt;.fd &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-hda &lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;$(&lt;&#x2F;span&gt;&lt;span&gt;IMAGE_NAME&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;span&gt;.hdd &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-device isa-debug-exit,iobase=0xf4,iosize=0x04 &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-serial stdio &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;		-no-reboot &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;		$(&lt;&#x2F;span&gt;&lt;span&gt;QEMUFLAGS&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;The main changes are adding a serial for debug output, and disabling automatic reboot.&lt;&#x2F;p&gt;
&lt;p&gt;Disabling reboot is handy in case the kernel &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Triple_fault&quot;&gt;triple faults&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;limine&quot;&gt;Limine&lt;&#x2F;h2&gt;
&lt;p&gt;With limine, you make &quot;requests&quot; to the bootloader to provide you with some information, for example to get the framebuffer, you request for it with:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#[used]&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 style=&quot;color: #FF8F40;&quot;&gt;unsafe&lt;&#x2F;span&gt;&lt;span&gt;(link_section &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;.requests&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 style=&quot;color: #FF8F40;&quot;&gt;pub static&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; FRAMEBUFFER_REQUEST&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; FramebufferRequest&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; FramebufferRequest&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&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;This works alongside the support of a custom linker script, which comes with the template.&lt;&#x2F;p&gt;
&lt;p&gt;The linker script is needed because we need to tell the linker exactly where to put our requests in memory so that limine can find them. Without it, the linker might put our data anywhere, and limine wouldn&#x27;t know where to look:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;plain&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;.data : {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    *(.data .data.*)&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;    &#x2F;* Place the sections that contain the Limine requests as part of the .data *&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    &#x2F;* output section. *&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    KEEP(*(.requests_start_marker))&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    KEEP(*(.requests))&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    KEEP(*(.requests_end_marker))&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;} :data&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;You should read the linker script and understand it.&lt;&#x2F;p&gt;
&lt;p&gt;See &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;wiki.osdev.org&#x2F;Linker_Scripts&quot;&gt;wiki.osdev.org&#x2F;Linker_Scripts&lt;&#x2F;a&gt; and &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;sourceware.org&#x2F;binutils&#x2F;docs&#x2F;ld&#x2F;Scripts.html#Scripts&quot;&gt;docs&#x2F;ld&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;p&gt;On the script, you will also see a relevant entry:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;plain&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;&#x2F;* We want to be placed in the topmost 2GiB of the address space, for optimisations *&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;&#x2F;* and because that is what the Limine spec mandates. *&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;&#x2F;* Any address in this region will do, but often 0xffffffff80000000 is chosen as *&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;&#x2F;* that is the beginning of the region. *&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;. = 0xffffffff80000000;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;This puts our kernel in the higher half virtual address range, which can only be accessed in ring 0 (the highest privilege level where the kernel runs), it also puts the kernel at the very top 2gb range.&lt;&#x2F;p&gt;
&lt;p&gt;The higher half approach is pretty common for kernels because it gives us some nice benefits: it protects the kernel from user programs (they can&#x27;t access these addresses), and it makes memory management easier since we can map the kernel at the same virtual address in every process.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;small-intro-to-paging&quot;&gt;Small intro to paging&lt;&#x2F;h2&gt;
&lt;p&gt;Paging&#x27;s main use is to provide each process with its own &quot;virtual address space&quot;.&lt;&#x2F;p&gt;
&lt;p&gt;Virtual memory is divided into fixed-size blocks called pages, while physical memory is divided into equally sized page frames. Each page can be individually mapped to any frame, avoiding memory fragmentation.
This will be the job of our frame allocator alongside the memory mapper.&lt;&#x2F;p&gt;
&lt;p&gt;On x86_64, paging is achieved through the Memory Management Unit (MMU) using a series of tables:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;4-level page tables: PML4 -&amp;gt; PDPT -&amp;gt; PD -&amp;gt; PT&lt;&#x2F;li&gt;
&lt;li&gt;48-bit virtual addresses (using canonical addressing)&lt;&#x2F;li&gt;
&lt;li&gt;4 KiB page size (typically)&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;The 48-bit virtual addresses need to be canonical, that is, they have to be sign extended. Also there is a gap in virtual addresses that aren&#x27;t valid due to this.&lt;&#x2F;p&gt;
&lt;p&gt;Each page table has 512 entries of 8 bytes each, requiring 9 bits to address each entry.&lt;&#x2F;p&gt;
&lt;p&gt;When the CPU needs to translate a virtual address, it basically does this: takes the virtual address, splits it into chunks (9 bits for each level), and uses each chunk as an index to walk through the page tables until it finds the physical address. It&#x27;s like following a path through multiple directories to find a file.&lt;&#x2F;p&gt;
&lt;p&gt;To improve performance, x86_64 caches recent translations in the Translation Lookaside Buffer (TLB), allowing translations to skip the multi-level table walk when cached.
The TLB must be manually invalidated by the kernel when page tables change using the &lt;code&gt;invlpg&lt;&#x2F;code&gt; instruction&lt;&#x2F;p&gt;
&lt;p&gt;Check out specially the osdev wiki on paging to understand more.&lt;&#x2F;p&gt;
&lt;p&gt;See more:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;os.phil-opp.com&#x2F;paging-implementation&#x2F;&quot;&gt;os.phil-opp.com&lt;&#x2F;a&gt;&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;wiki.osdev.org&#x2F;Paging&quot;&gt;wiki.osdev.org&#x2F;Paging&lt;&#x2F;a&gt;&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;cs61.seas.harvard.edu&#x2F;wiki&#x2F;2016&#x2F;Kernel2X&#x2F;&quot;&gt;Introduction to Virtual Memory and the x86-64 MMU&lt;&#x2F;a&gt;&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;read.seas.harvard.edu&#x2F;cs161&#x2F;2018&#x2F;doc&#x2F;memory-layout&#x2F;&quot;&gt;CS 161 - Memory layout&lt;&#x2F;a&gt;&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;h2 id=&quot;reorganizing&quot;&gt;Reorganizing&lt;&#x2F;h2&gt;
&lt;p&gt;I moved most of the main.rs code to a &lt;code&gt;boot.rs&lt;&#x2F;code&gt; file, where I&#x27;ll have most limine related stuff, the real entry point, which will call the main at &lt;code&gt;main.rs&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;I did this because it&#x27;s good to separate the boot logic from the actual kernel logic. The boot stuff is pretty specific to limine and getting everything set up, while main.rs should focus on the actual kernel functionality. Makes things cleaner and easier to understand.&lt;&#x2F;p&gt;
&lt;p&gt;Also created a BootInfo struct alongside a global static &lt;code&gt;BOOT_INFO&lt;&#x2F;code&gt; to access it easily.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; boot.rs&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F;&#x2F; Sets the base revision to the latest revision supported by the crate.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F;&#x2F; See specification for further info.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F;&#x2F; Be sure to mark all limine requests with #[used], otherwise they may be removed by the compiler.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#[used]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; The .requests section allows limine to find the requests faster and more safely.&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 style=&quot;color: #FF8F40;&quot;&gt;unsafe&lt;&#x2F;span&gt;&lt;span&gt;(link_section &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;.requests&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 style=&quot;color: #FF8F40;&quot;&gt;pub static&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; BASE_REVISION&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BaseRevision&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BaseRevision&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#[used]&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 style=&quot;color: #FF8F40;&quot;&gt;unsafe&lt;&#x2F;span&gt;&lt;span&gt;(link_section &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;.requests&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 style=&quot;color: #FF8F40;&quot;&gt;pub static&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; FRAMEBUFFER_REQUEST&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; FramebufferRequest&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; FramebufferRequest&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F;&#x2F; Define the start and end markers for Limine requests.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#[used]&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 style=&quot;color: #FF8F40;&quot;&gt;unsafe&lt;&#x2F;span&gt;&lt;span&gt;(link_section &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;.requests_start_marker&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 style=&quot;color: #FF8F40;&quot;&gt;static&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; _START_MARKER&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; RequestsStartMarker&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; RequestsStartMarker&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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&gt;#[used]&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 style=&quot;color: #FF8F40;&quot;&gt;unsafe&lt;&#x2F;span&gt;&lt;span&gt;(link_section &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;.requests_end_marker&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 style=&quot;color: #FF8F40;&quot;&gt;static&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; _END_MARKER&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; RequestsEndMarker&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; RequestsEndMarker&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#[expect(unused)]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BootInfo&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pub&lt;&#x2F;span&gt;&lt;span&gt; framebuffer&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Framebuffer&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;static&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;}&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 style=&quot;color: #FF8F40;&quot;&gt;pub static&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; BOOT_INFO&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Once&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;BootInfo&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Once&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; boot_info&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;static BootInfo&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; BOOT_INFO&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;get&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap_unchecked&lt;&#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&gt;#[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;unsafe&lt;&#x2F;span&gt;&lt;span&gt;(no_mangle)]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;unsafe extern&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;C&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; kmain&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; All limine requests must also be referenced in a called function, otherwise they may be&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; removed by the linker.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;    assert!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;BASE_REVISION&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;is_supported&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; framebuffer&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; FRAMEBUFFER_REQUEST&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;get_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 style=&quot;color: #F29668;&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;expect&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;need a framebuffer&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 style=&quot;color: #F29668;&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;framebuffers&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;next&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;        .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;expect&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;need a framebuffer&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; boot_info&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BootInfo&lt;&#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;        framebuffer,&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 style=&quot;color: #95E6CB;&quot;&gt;    BOOT_INFO&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;call_once&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;||&lt;&#x2F;span&gt;&lt;span&gt; boot_info);&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 style=&quot;color: #FFB454;&quot;&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&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; main.rs&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 style=&quot;color: #FF8F40;&quot;&gt;use&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; x86_64&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;instructions&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&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 style=&quot;color: #FF8F40;&quot;&gt;mod&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; boot&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 style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; main&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #FF8F40;&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 style=&quot;color: #FFB454;&quot;&gt;        hlt&lt;&#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&gt;#[panic_handler]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; rust_panic&lt;&#x2F;span&gt;&lt;span&gt;(info&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;core&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;panic&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;PanicInfo&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #FF8F40;&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 style=&quot;color: #FFB454;&quot;&gt;        hlt&lt;&#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;&lt;code&gt;Once&lt;&#x2F;code&gt; comes from the spin crate (it&#x27;s like a no_std OnceCell), and &lt;code&gt;hlt&lt;&#x2F;code&gt; from the &lt;code&gt;x86_64&lt;&#x2F;code&gt; crate.&lt;&#x2F;p&gt;
&lt;p&gt;The &lt;code&gt;hlt&lt;&#x2F;code&gt; instruction is better than just doing &lt;code&gt;loop {}&lt;&#x2F;code&gt; because it actually puts the CPU to sleep until an interrupt happens, which saves power and doesn&#x27;t waste CPU cycles.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;toml&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;spin&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;0.10.0&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;x86_64&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;0.15.2&amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h2 id=&quot;what-s-next&quot;&gt;What&#x27;s next?&lt;&#x2F;h2&gt;
&lt;ul&gt;
&lt;li&gt;Setting up a frame allocator&lt;&#x2F;li&gt;
&lt;li&gt;Creating a memory mapper&lt;&#x2F;li&gt;
&lt;li&gt;Initializing the kernel heap&lt;&#x2F;li&gt;
&lt;li&gt;Creating the GDT.&lt;&#x2F;li&gt;
&lt;li&gt;Handling interrupts and exceptions&lt;&#x2F;li&gt;
&lt;li&gt;Parsing the ACPI tables.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>A 2024 wrap up</title>
        <published>2024-12-31T00:00:00+00:00</published>
        <updated>2024-12-31T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/2024-wrapup/"/>
        <id>https://edgl.dev/blog/2024-wrapup/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/2024-wrapup/">&lt;p&gt;In 2024, I started some side projects:&lt;&#x2F;p&gt;
&lt;p&gt;My own programming language, &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;ed-lang.org&#x2F;&quot;&gt;edlang&lt;&#x2F;a&gt;, which I made mostly to learn more about compilers, it uses the inkwell rust library, which is a nice wrapper for the LLVM codegen library.&lt;&#x2F;p&gt;
&lt;p&gt;A RISCV (RV64G) emulator, which I called &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;edg-l&#x2F;rysk&quot;&gt;rysk&lt;&#x2F;a&gt;, this helped me learn about the RISCV architecture. It&#x27;s pretty bare-bones but cool nonetheless.&lt;&#x2F;p&gt;
&lt;p&gt;At work, we use a lot MLIR, thanks to this I helped grow the MLIR ecosystem in Rust, after some contributions and gaining some trust, a GitHub organization named &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;mlir-rs&quot;&gt;mlir-rs&lt;&#x2F;a&gt; was created, with me as one of the admins. This org has projects related to MLIR, such as &lt;code&gt;melior&lt;&#x2F;code&gt;, &lt;code&gt;mlir-sys&lt;&#x2F;code&gt;, &lt;code&gt;tblgen-rs&lt;&#x2F;code&gt;, which are essential as of today to develop with MLIR in Rust. You can learn more about this on my other &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;edgl.dev&#x2F;blog&#x2F;mlir-with-rust&#x2F;&quot;&gt;blog post&lt;&#x2F;a&gt; about MLIR.&lt;&#x2F;p&gt;
&lt;p&gt;I also made a &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;lambdaclass.github.io&#x2F;mlir-workshop&#x2F;&quot;&gt;MLIR workshop&lt;&#x2F;a&gt;, where one implements a really simple language using MLIR&#x2F;melior in Rust.&lt;&#x2F;p&gt;
&lt;p&gt;Another project at work I&#x27;ve been working non-stop is &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;lambdaclass&#x2F;cairo_native&quot;&gt;cairo-native&lt;&#x2F;a&gt;, which is nearly complete, and we are now ironing out the latest details (and keeping up with Cairo updates). This project is what have given me the most insight into compilers and MLIR. It will also be used on the Starknet sequencer.&lt;&#x2F;p&gt;
&lt;p&gt;There is also another programming language in the makings I&#x27;m helping at my day job: &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;lambdaclass&#x2F;concrete&quot;&gt;concrete&lt;&#x2F;a&gt; which I am a core contributor, it&#x27;s still very early in development, but it has really nice ideas. Isn&#x27;t it every programmer dream to make a programming language and be paid for it?&lt;&#x2F;p&gt;
&lt;p&gt;I also continued to maintain the ddnet &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;wiki.ddnet.org&quot;&gt;wiki&lt;&#x2F;a&gt;, which as of now has 9,737,563 views and 369 registered users.&lt;&#x2F;p&gt;
&lt;p&gt;I&#x27;ve looked a bit into &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;ocaml.org&#x2F;&quot;&gt;OCaml&lt;&#x2F;a&gt;, was a bit disappointed in the tooling, but the language itself is really cool. I also tried a bit &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;gleam.run&#x2F;&quot;&gt;Gleam&lt;&#x2F;a&gt; and I like it a lot, looks like a merge of elixir and Rust.&lt;&#x2F;p&gt;
&lt;p&gt;Some stuff I&#x27;m also proud of, I made some real contributions to the llvm project itself, like improving the C MLIR API so we can add more features to melior. I also fixed some small stuff in the Rust bootstrapping script &lt;code&gt;x.py&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;In 2025, I&#x27;m looking forward to learning more programming languages, writing more blog posts (I only wrote 2 this year…), learning a bit about AI, making yet another game engine and more crazy ideas I&#x27;ll probs abandon but are &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;justforfunnoreally.dev&#x2F;&quot;&gt;just for fun&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Rust Generic Function Size Trick</title>
        <published>2024-07-01T00:00:00+00:00</published>
        <updated>2024-07-01T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/rust-fn-size-trick/"/>
        <id>https://edgl.dev/blog/rust-fn-size-trick/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/rust-fn-size-trick/">&lt;p&gt;When using generics in Rust (and any language that supports this), what happens under the hood is that the compiler generates a function
implementation when it finds a call for each combination of different types used in the generic parameters.&lt;&#x2F;p&gt;
&lt;p&gt;This can produce a lot of code if the function body is big.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; work_with_path&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;T&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; AsRef&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Path&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&amp;gt;(path&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; T&lt;&#x2F;span&gt;&lt;span&gt;) {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; Here the body is small, but imagine this method has 100+ lines.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;{}&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;, path&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;as_ref&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;display&lt;&#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;For every call to &lt;code&gt;work_with_path&lt;&#x2F;code&gt; with a different type &lt;code&gt;T&lt;&#x2F;code&gt; a implementation is generated.&lt;&#x2F;p&gt;
&lt;p&gt;Instead, we can do this&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; work_with_path&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;T&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; AsRef&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Path&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&amp;gt;(path&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; T&lt;&#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;    #[inline(never)]&lt;&#x2F;span&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; &#x2F;&#x2F; inline is needed in this case because the inner method is small in the example.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; work_with_path&lt;&#x2F;span&gt;&lt;span&gt;(path&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;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 style=&quot;color: #FFB454;&quot;&gt;        println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;{}&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;, path&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;display&lt;&#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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; path&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; path&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;as_ref&lt;&#x2F;span&gt;&lt;span&gt;();&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;    work_with_path&lt;&#x2F;span&gt;&lt;span&gt;(path);&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 the big meaty function will only be generated once, while the code to turn the type T into a valid reference to a path will be whats generated multiple times, depending on the T. Which usually is a small part of the method.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;godbolt.org&#x2F;z&#x2F;aaerf1PPE&quot;&gt;Godbolt URL&lt;&#x2F;a&gt; (using &lt;code&gt;inline(never)&lt;&#x2F;code&gt; on the outer functions to avoid inlining them in main)&lt;&#x2F;p&gt;
&lt;p&gt;The &lt;code&gt;std&lt;&#x2F;code&gt; does this in multiple places, like this &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;doc.rust-lang.org&#x2F;src&#x2F;std&#x2F;path.rs.html#2405-2411&quot;&gt;one&lt;&#x2F;a&gt; or this &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;doc.rust-lang.org&#x2F;src&#x2F;std&#x2F;path.rs.html#2603-2630&quot;&gt;one&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;p&gt;Example from the &lt;code&gt;std&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#[stable(feature &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;rust1&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;, since &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;1.0.0&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 style=&quot;color: #FF8F40;&quot;&gt;pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; with_extension&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;S&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; AsRef&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;OsStr&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&amp;gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;, extension&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; PathBuf&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;    self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;_with_extension&lt;&#x2F;span&gt;&lt;span&gt;(extension&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;as_ref&lt;&#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 style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; _with_extension&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;, extension&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;OsStr&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; PathBuf&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; self_len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;as_os_str&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; self_bytes&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;as_os_str&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;as_encoded_bytes&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; (new_capacity, slice_to_copy)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; match&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;extension&lt;&#x2F;span&gt;&lt;span&gt;() {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;        None&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;            &#x2F;&#x2F; Enough capacity for the extension and the dot&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;            let&lt;&#x2F;span&gt;&lt;span&gt; capacity&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; self_len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +&lt;&#x2F;span&gt;&lt;span&gt; extension&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;len&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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 style=&quot;color: #FF8F40;&quot;&gt;            let&lt;&#x2F;span&gt;&lt;span&gt; whole_path&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; self_bytes&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;iter&lt;&#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;            (capacity, whole_path)&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 style=&quot;color: #59C2FF;&quot;&gt;        Some&lt;&#x2F;span&gt;&lt;span&gt;(previous_extension)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #FF8F40;&quot;&gt;            let&lt;&#x2F;span&gt;&lt;span&gt; capacity&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; self_len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +&lt;&#x2F;span&gt;&lt;span&gt; extension&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;len&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&lt;&#x2F;span&gt;&lt;span&gt; previous_extension&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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 style=&quot;color: #FF8F40;&quot;&gt;            let&lt;&#x2F;span&gt;&lt;span&gt; path_till_dot&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; self_bytes[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;..&lt;&#x2F;span&gt;&lt;span&gt;self_len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&lt;&#x2F;span&gt;&lt;span&gt; previous_extension&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;len&lt;&#x2F;span&gt;&lt;span&gt;()]&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;iter&lt;&#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;            (capacity, path_till_dot)&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 style=&quot;color: #FF8F40;&quot;&gt;    let mut&lt;&#x2F;span&gt;&lt;span&gt; new_path&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; PathBuf&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;with_capacity&lt;&#x2F;span&gt;&lt;span&gt;(new_capacity);&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    new_path&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;as_mut_vec&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;extend&lt;&#x2F;span&gt;&lt;span&gt;(slice_to_copy);&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    new_path&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;set_extension&lt;&#x2F;span&gt;&lt;span&gt;(extension);&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    new_path&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;</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Intro to LLVM and MLIR with Rust and Melior</title>
        <published>2023-11-27T00:00:00+00:00</published>
        <updated>2023-11-27T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/mlir-with-rust/"/>
        <id>https://edgl.dev/blog/mlir-with-rust/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/mlir-with-rust/">&lt;p&gt;If you haven&#x27;t heard about &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;&quot;&gt;MLIR&lt;&#x2F;a&gt; yet, it is a novel project born within LLVM, also what powers &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;www.modular.com&#x2F;mojo&quot;&gt;MOJO&lt;&#x2F;a&gt;, the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;llvm&#x2F;torch-mlir&quot;&gt;Torch-MLIR project&lt;&#x2F;a&gt;, the high level IR of &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;llvm&#x2F;llvm-project&#x2F;tree&#x2F;main&#x2F;flang&quot;&gt;flang&lt;&#x2F;a&gt;, &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;openxla&#x2F;iree&quot;&gt;iree&lt;&#x2F;a&gt; and &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;users&#x2F;&quot;&gt;more&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;But in case you don&#x27;t know much about LLVM yet, I&#x27;ll try to explain a bit.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;a-primer-on-llvm&quot;&gt;A primer on LLVM&lt;&#x2F;h1&gt;
&lt;p&gt;LLVM, as their &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;llvm.org&#x2F;&quot;&gt;web&lt;&#x2F;a&gt; says,  is a collection of modular and reusable compiler and toolchain technologies. But in this post I will focus on the LLVM Core libraries, which focus on providing a source, target independent optimizer with code generation for many CPUs.&lt;&#x2F;p&gt;
&lt;p&gt;LLVM basis is the LLVM IR, a &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Static_single-assignment_form&quot;&gt;Static single-assignment form&lt;&#x2F;a&gt; (SSA) language, that looks like pseudo assembly. The main property of SSA is that each variable is assigned exactly once and defined before it is used.&lt;&#x2F;p&gt;
&lt;p&gt;It is what LLVM works on to apply all the optimization passes, it being SSA is one of the major enablers of the optimizations it can do (and what makes it easier to implement them), to name a few (from wikipedia):&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;Constant propagation&lt;&#x2F;strong&gt;: conversion of computations from runtime to compile time, e.g. treat the instruction a=3*4+5; as if it were a=17;&lt;&#x2F;li&gt;
&lt;li&gt;&lt;strong&gt;Value range propagation&lt;&#x2F;strong&gt;: precompute the potential ranges a calculation could be, allowing for the creation of branch predictions in advance.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;strong&gt;Sparse conditional constant propagation&lt;&#x2F;strong&gt;: range-check some values, allowing tests to predict the most likely branch.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;strong&gt;Dead-code elimination&lt;&#x2F;strong&gt;: remove code that will have no effect on the results.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;strong&gt;Global value numbering&lt;&#x2F;strong&gt;: replace duplicate calculations producing the same result.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;strong&gt;Partial-redundancy elimination&lt;&#x2F;strong&gt;: removing duplicate calculations previously performed in some branches of the program.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;strong&gt;Strength reduction&lt;&#x2F;strong&gt;: replacing expensive operations by less expensive but equivalent ones, e.g. replace integer multiply or divide by powers of 2 with the potentially less expensive shift left (for multiply) or shift right (for divide).&lt;&#x2F;li&gt;
&lt;li&gt;&lt;strong&gt;Register allocation&lt;&#x2F;strong&gt;: optimize how the limited number of machine registers may be used for calculations.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;If you want to learn LLVM IR in detail, you should look at the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;llvm.org&#x2F;docs&#x2F;LangRef.html&quot;&gt;LLVM Language Reference  Manual&lt;&#x2F;a&gt;. If you know assembly already it shouldn&#x27;t be too hard, one interesting property is that LLVM has infinite registers, so you don&#x27;t need to worry about register allocation.
It has a simple type system, you can work with integers of any bit size (i1, i32, i1942652), although if you don&#x27;t use a recent version (17+) you will find some bugs using big integers.&lt;&#x2F;p&gt;
&lt;p&gt;Probably the biggest wall you will hit is learning about GEPs (Get Element Ptr), it&#x27;s often misunderstood how it works, so they even have a entire documentation page for it: &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;llvm.org&#x2F;docs&#x2F;GetElementPtr.html&quot;&gt;https:&#x2F;&#x2F;llvm.org&#x2F;docs&#x2F;GetElementPtr.html&lt;&#x2F;a&gt;.
Another thing that may need attention are &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;stackoverflow.com&#x2F;questions&#x2F;11485531&#x2F;what-exactly-phi-instruction-does-and-how-to-use-it-in-llvm&quot;&gt;PHI nodes&lt;&#x2F;a&gt;, which are how LLVM selects a value that comes from control flow branches due to the nature of SSA.&lt;&#x2F;p&gt;
&lt;p&gt;The API to build such IR have the following structure:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;Context: Opaquely owns and manages the global data of the LLVM infrastructure, including types, uniquing tables, etc.&lt;&#x2F;li&gt;
&lt;li&gt;Module: The top level container of all other IR objects, it is akin to a compile unit, holds a list of global variables, functions, libraries or other modules it depends on, a symbol table, and target data such as the layout.&lt;&#x2F;li&gt;
&lt;li&gt;Builder: Provides a uniform API for creating instructions and inserting them into a basic block. Blocks contain a list of sequential instructions, and you can jump using blocks, they are like assembbly labels.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;If you want to use LLVM with Rust in a type safe manner, I recommend the really well done &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;TheDan64&#x2F;inkwell&quot;&gt;inkwell&lt;&#x2F;a&gt; crate. Check out their README to see how the previous mentioned structures are used.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;mlir&quot;&gt;MLIR&lt;&#x2F;h1&gt;
&lt;p&gt;So what is MLIR? It goes a level above, in that LLVM IR itself is one of it&#x27;s dialects.&lt;&#x2F;p&gt;
&lt;p&gt;MLIR is kind of a IR of IRs, and it supports many of them using &quot;dialects&quot;. For example, you may have heard of NVVM IR (CUDA), MLIR supports modeling it through the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Dialects&#x2F;NVVMDialect&#x2F;&quot;&gt;NVVM&lt;&#x2F;a&gt; dialect (or &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Dialects&#x2F;ROCDLDialect&#x2F;&quot;&gt;ROCDL&lt;&#x2F;a&gt; for AMD), but there is also a more generic and higher level &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Dialects&#x2F;GPU&#x2F;&quot;&gt;GPU&lt;&#x2F;a&gt; dialect.&lt;&#x2F;p&gt;
&lt;p&gt;Those dialects define &lt;em&gt;conversion&lt;&#x2F;em&gt; &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Passes&#x2F;&quot;&gt;passes&lt;&#x2F;a&gt; between them, meaning for example, you can convert IR code using the GPU dialect to the NVVM dialect.&lt;&#x2F;p&gt;
&lt;p&gt;They also may define dialect passes, for example the &lt;code&gt;-gpu-map-parallel-loops&lt;&#x2F;code&gt; which greedily maps loops to GPU hardware dimensions.&lt;&#x2F;p&gt;
&lt;p&gt;Some notable dialects:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Dialects&#x2F;Builtin&#x2F;&quot;&gt;Builtin&lt;&#x2F;a&gt;: The builtin dialect contains a core set of Attributes, Operations, and Types that have wide applicability across a very large number of domains and abstractions. Many of the components of this dialect are also instrumental in the implementation of the core IR.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Dialects&#x2F;Affine&#x2F;&quot;&gt;Affine&lt;&#x2F;a&gt;: This dialect provides a powerful abstraction for affine operations and analyses.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Dialects&#x2F;AsyncDialect&#x2F;&quot;&gt;Async&lt;&#x2F;a&gt;: Types and operations for async dialect This dialect contains operations for modeling asynchronous execution.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Dialects&#x2F;SCFDialect&#x2F;&quot;&gt;SCF&lt;&#x2F;a&gt;: The scf (structured control flow) dialect contains operations that represent control flow constructs such as if and for. Being structured means that the control flow has a structure unlike, for example, gotos or asserts.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Dialects&#x2F;ControlFlowDialect&#x2F;&quot;&gt;CF&lt;&#x2F;a&gt;: This dialect contains low-level, i.e. non-region based, control flow constructs. These constructs generally represent control flow directly on SSA blocks of a control flow graph.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Dialects&#x2F;LLVM&#x2F;&quot;&gt;LLVM&lt;&#x2F;a&gt;: This dialect maps LLVM IR into MLIR by defining the corresponding operations and types. LLVM IR metadata is usually represented as MLIR attributes, which offer additional structure verification.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Dialects&#x2F;GPU&#x2F;&quot;&gt;GPU&lt;&#x2F;a&gt;: This dialect provides middle-level abstractions for launching GPU kernels following a programming model similar to that of CUDA or OpenCL.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Dialects&#x2F;ArithOps&#x2F;&quot;&gt;Arith&lt;&#x2F;a&gt;: The arith dialect is intended to hold basic integer and floating point mathematical operations. This includes unary, binary, and ternary arithmetic ops, bitwise and shift ops, cast ops, and compare ops. Operations in this dialect also accept vectors and tensors of integers or floats.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Dialects&#x2F;TOSA&#x2F;&quot;&gt;TOSA&lt;&#x2F;a&gt;: TOSA was developed after parallel efforts to rationalize the top-down picture from multiple high-level frameworks, as well as a bottom-up view of different hardware target concerns (CPU, GPU and NPU), and reflects a set of choices that attempt to manage both sets of requirements.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Dialects&#x2F;Func&#x2F;&quot;&gt;Func&lt;&#x2F;a&gt;: This dialect contains operations surrounding high order function abstractions, such as calls.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;You can also &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;Tutorials&#x2F;CreatingADialect&#x2F;&quot;&gt;make your own dialect&lt;&#x2F;a&gt;, useful to make a domain specific language for example, in this dialect you can define transformations to other dialects, passes, etc.&lt;&#x2F;p&gt;
&lt;p&gt;All these dialects can exist in your MLIR code at the same time, but at the end, you want to execute your code, for this there are Targets, one is LLVM IR itself. In this case, you would need to use passes to convert all dialects to the LLVM dialect, and then you can make the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;TargetLLVMIR&#x2F;&quot;&gt;translation from MLIR to LLVM IR&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;The structure of MLIR is recursive as follows:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;plain&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;Region -&amp;gt; Block(s) -&amp;gt; Operation(s) -&amp;gt; Region(s)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;The top level module is also a operation, which holds a single region with a single block.&lt;&#x2F;p&gt;
&lt;p&gt;A region can have 1 or more blocks, each block can have one or more operations, a operation can use 1 or more regions.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;operations&quot;&gt;Operations&lt;&#x2F;h2&gt;
&lt;p&gt;These provides the functionality, and what make up the bulk of MLIR.&lt;&#x2F;p&gt;
&lt;p&gt;A operation has the following properties:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;Name: The name of the operation, a unique identified within MLIR. Operations live within a dialect, so they are refered to using &lt;code&gt;dialect.operation&lt;&#x2F;code&gt;,
for example &lt;code&gt;arith.add&lt;&#x2F;code&gt;&lt;&#x2F;li&gt;
&lt;li&gt;Traits: A operation can have a set of traits that affect the syntax or semantics, for example, whether it has side effects,
whether it&#x27;s a block terminator, etc.&lt;&#x2F;li&gt;
&lt;li&gt;Constraints: These are used when verifying a operation is correct, for example whether the operands have matching shape and types.&lt;&#x2F;li&gt;
&lt;li&gt;Arguments: There are 2 types of arguments: operands, which are runtime values, and attributes, which are compile time constant values.&lt;&#x2F;li&gt;
&lt;li&gt;Regions: A operation can accept regions, which contain blocks within.&lt;&#x2F;li&gt;
&lt;li&gt;Results: The results of the operation, which can be more than 1. For example &lt;code&gt;arith.add&lt;&#x2F;code&gt; has 1 result, defined by the type of it&#x27;s arguments.&lt;&#x2F;li&gt;
&lt;li&gt;Successors: When a operation is a terminator it needs successors, for example &lt;code&gt;cf.br&lt;&#x2F;code&gt; which is a unconditional jump and thus a branching operation, accepts a single successor (block).&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;You can read more about operations in the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;mlir.llvm.org&#x2F;docs&#x2F;DefiningDialects&#x2F;Operations&#x2F;&quot;&gt;Operation Definition Specification&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;To use MLIR with Rust, I recommend &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;raviqqe&#x2F;melior&quot;&gt;melior&lt;&#x2F;a&gt;, here is a snippet making a function that adds 2 numbers:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;use&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; melior&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #59C2FF;&quot;&gt;    Context&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    dialect&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;{arith,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; DialectRegistry&lt;&#x2F;span&gt;&lt;span&gt;, func},&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    ir&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;{&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;*&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; attribute&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;{&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;StringAttribute&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; TypeAttribute&lt;&#x2F;span&gt;&lt;span&gt;}, r#&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;type&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;FunctionType&lt;&#x2F;span&gt;&lt;span&gt;},&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    utility&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;register_all_dialects,&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; We need a registry to hold all the dialects&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; registry&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; DialectRegistry&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; Register all dialects that come with MLIR.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;register_all_dialects&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;registry);&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; The MLIR context, like the LLVM one.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; context&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Context&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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&gt;context&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_dialect_registry&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;registry);&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;context&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;load_all_available_dialects&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; A location is a debug location like in LLVM, in MLIR all&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; operations need a location, even if its &amp;quot;unknown&amp;quot;.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; location&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Location&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unknown&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context);&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; A MLIR module is akin to a LLVM module.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; module&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Module&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(location);&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; A integer-like type with platform dependent bit width. (like size_t or usize)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; This is a type defined in the Builtin dialect.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; index_type&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Type&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;index&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context);&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; Append a `func::func` operation to the body (a block) of the module.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; This operation accepts a string attribute, which is the name.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; A type attribute, which contains a function type in this case.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; Then it accepts a single region, which is where the body&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; of the function will be, this region can have&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; multiple blocks, which is how you may implement&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; control flow within the function.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; These blocks each can have more operations.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;module&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;body&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_operation&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;func&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;func&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;    &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; accepts a StringAttribute which is the function name.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    StringAttribute&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;add&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; A type attribute, defining the function signature.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    TypeAttribute&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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 style=&quot;color: #59C2FF;&quot;&gt;            FunctionType&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[index_type, index_type],&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[index_type])&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; The first block within the region, blocks accept arguments&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; In regions with control flow, MLIR leverages&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; this structure to implicitly represent&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; the passage of control-flow dependent values without the complex nuances&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; of PHI nodes in traditional SSA representations.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[(index_type, location), (index_type, location)]);&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; Use the arith dialect to add the 2 arguments.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; sum&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_operation&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;arith&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;addi&lt;&#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;            block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;argument&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#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;            block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;argument&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;1&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#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;            location&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; Return the result using the &amp;quot;func&amp;quot; dialect return operation.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_operation&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;            func&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;r#return&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[sum&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;result&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;()], location)&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; The Func operation requires a region,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; we add the block we created to the region and return it,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; which is passed as an argument to the `func::func` function.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; region&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Region&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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&gt;        region&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_block&lt;&#x2F;span&gt;&lt;span&gt;(block);&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        region&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 style=&quot;color: #F29668;&quot;&gt;    &amp;amp;&lt;&#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;    location,&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 style=&quot;color: #FFB454;&quot;&gt;assert!&lt;&#x2F;span&gt;&lt;span&gt;(module&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;as_operation&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;verify&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 is a more complex function, using the &lt;code&gt;SCF&lt;&#x2F;code&gt; dialect, which allows us to use a &lt;code&gt;while&lt;&#x2F;code&gt; loop:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; context&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Context&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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 style=&quot;color: #FFB454;&quot;&gt;load_all_dialects&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context);&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 style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; location&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Location&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unknown&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context);&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; module&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Module&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(location);&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; index_type&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Type&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;index&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context);&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; float_type&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Type&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;float64&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context);&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;module&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;body&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_operation&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;func&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;func&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;    &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    StringAttribute&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;foo&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 style=&quot;color: #59C2FF;&quot;&gt;    TypeAttribute&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;FunctionType&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[],&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[])&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#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 style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&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 style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; initial&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_operation&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;arith&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;constant&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;            &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;            IntegerAttribute&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;, index_type)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#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;            location,&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&gt;        block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_operation&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;scf&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;r#while&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;            &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[initial&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;result&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;()],&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;            &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[float_type],&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 style=&quot;color: #FF8F40;&quot;&gt;                let&lt;&#x2F;span&gt;&lt;span&gt; block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[(index_type, location)]);&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 style=&quot;color: #FF8F40;&quot;&gt;                let&lt;&#x2F;span&gt;&lt;span&gt; condition&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_operation&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;arith&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;constant&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;                    &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;                    IntegerAttribute&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IntegerType&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 1&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;())&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;                        .&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#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;                    location,&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 style=&quot;color: #FF8F40;&quot;&gt;                let&lt;&#x2F;span&gt;&lt;span&gt; result&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_operation&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;arith&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;constant&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;                    &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;                    FloatAttribute&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 42&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;, float_type)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#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;                    location,&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&gt;                block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_operation&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;scf&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;condition&lt;&#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;                    condition&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;result&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#x2F;span&gt;&lt;span&gt;(),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;                    &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[result&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;result&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#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;                    location,&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 style=&quot;color: #FF8F40;&quot;&gt;                let&lt;&#x2F;span&gt;&lt;span&gt; region&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Region&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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&gt;                region&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_block&lt;&#x2F;span&gt;&lt;span&gt;(block);&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;                region&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 style=&quot;color: #FF8F40;&quot;&gt;                let&lt;&#x2F;span&gt;&lt;span&gt; block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[(float_type, location)]);&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 style=&quot;color: #FF8F40;&quot;&gt;                let&lt;&#x2F;span&gt;&lt;span&gt; result&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_operation&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;arith&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;constant&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;                    &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;                    IntegerAttribute&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;42&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Type&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;index&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;context))&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#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;                    location,&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&gt;                block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_operation&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;scf&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;r#yield&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;                    &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[result&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;result&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#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;                    location,&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 style=&quot;color: #FF8F40;&quot;&gt;                let&lt;&#x2F;span&gt;&lt;span&gt; region&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Region&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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&gt;                region&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_block&lt;&#x2F;span&gt;&lt;span&gt;(block);&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;                region&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;            location,&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&gt;        block&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_operation&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;func&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;r#return&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[], location));&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 style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; region&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Region&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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&gt;        region&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;append_block&lt;&#x2F;span&gt;&lt;span&gt;(block);&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        region&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 style=&quot;color: #F29668;&quot;&gt;    &amp;amp;&lt;&#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;    location,&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 style=&quot;color: #FFB454;&quot;&gt;assert!&lt;&#x2F;span&gt;&lt;span&gt;(module&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;as_operation&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;verify&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;This code generates the following MLIR IR:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;plain&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;module {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;  func.func @foo() {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    %c0 = arith.constant 0 : index&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    %0 = scf.while (%arg0 = %c0) : (index) -&amp;gt; f64 {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;      %false = arith.constant false&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;      %cst = arith.constant 4.200000e+01 : f64&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;      scf.condition(%false) %cst : f64&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    } do {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    ^bb0(%arg0: f64):&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;      %c42 = arith.constant 42 : index&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;      scf.yield %c42 : index&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;    return&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;There is way more to MLIR, but this is meant to be a small introduction.&lt;&#x2F;p&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Implementing a simple Hashmap in Rust</title>
        <published>2023-07-10T00:00:00+00:00</published>
        <updated>2023-07-10T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/rust-hashmap/"/>
        <id>https://edgl.dev/blog/rust-hashmap/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/rust-hashmap/">&lt;p&gt;Have you ever wondered how a hash map works internally?&lt;&#x2F;p&gt;
&lt;p&gt;The idea is quite simple: you map a key to a value, but how do you do that efficiently? This is where hashes come into play.&lt;&#x2F;p&gt;
&lt;p&gt;You get a key, then hash it, which gives you an integer value, but we want to map that value into an index inside the backing storage, so you need to calculate the number modulo the current capacity of the backing storage.&lt;&#x2F;p&gt;
&lt;p&gt;Since hashing is involved, and we modulo the hash result to the capacity, there will be collisions. One way to deal with collisions is called &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Open_addressing&quot;&gt;&lt;strong&gt;Open addressing&lt;&#x2F;strong&gt;&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;storage&quot;&gt;Storage&lt;&#x2F;h2&gt;
&lt;p&gt;We will use an array as the backing storage for our hashmap. The slots of this array will either be nothing or a key value pair. So in Rust it would be a &lt;code&gt;Option&amp;lt;(K, V)&amp;gt;&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#[derive(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Debug&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Clone&lt;&#x2F;span&gt;&lt;span&gt;)]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; MyHashmap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; RandomState&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; Our storage&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    storage&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;)&amp;gt;&amp;gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; Save the length for quick querying&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; The hasher.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    state&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; Whether to use quadratic or linear probing.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    quadratic&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; bool&lt;&#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;Here &lt;code&gt;state&lt;&#x2F;code&gt; is a structure that will help to hash the keys.&lt;&#x2F;p&gt;
&lt;p&gt;We add some basic utility methods:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; MyHashmap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&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 style=&quot;color: #FF8F40;&quot;&gt;    pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; new&lt;&#x2F;span&gt;&lt;span&gt;(hasher&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&lt;&#x2F;span&gt;&lt;span&gt;, quadratic&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; bool&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&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 style=&quot;color: #39BAE6;font-style: italic;&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&gt;            storage&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span&gt; (&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;..&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;8&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;map&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span&gt;_&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; None&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;collect&lt;&#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;            len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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;            state&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span&gt; hasher,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            quadratic&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 style=&quot;color: #FF8F40;&quot;&gt;    pub const fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; len&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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 style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;        self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;len&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 style=&quot;color: #FF8F40;&quot;&gt;    pub const fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; is_empty&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; bool&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;        self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;len &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;==&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&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 style=&quot;color: #FF8F40;&quot;&gt;    pub const fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; is_quadratic&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; bool&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;        self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;quadratic&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 style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; should_resize&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; bool&lt;&#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 style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;len &lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;as&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; f64&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &#x2F;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;storage&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;len&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; as&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; f64&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;7&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;You may wonder why there are no trait bounds in this impl block, like &lt;code&gt;K: Hash&lt;&#x2F;code&gt;, and this is because it&#x27;s usually better to only put the trait
bounds in impl blocks where you use them. The standard library does this extensively (from what I have seen).&lt;&#x2F;p&gt;
&lt;h2 id=&quot;load-factor&quot;&gt;Load factor&lt;&#x2F;h2&gt;
&lt;p&gt;For the hashmap to perfom well, it needs to keep a good load factor.&lt;&#x2F;p&gt;
&lt;p&gt;The load factor is defined as:&lt;&#x2F;p&gt;
&lt;p&gt;&lt;code&gt;load factor = number of entries &#x2F; number of slots&lt;&#x2F;code&gt;&lt;&#x2F;p&gt;
&lt;p&gt;According to some &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;dl.acm.org&#x2F;doi&#x2F;10.1145&#x2F;356643.356645&quot;&gt;papers&lt;&#x2F;a&gt; when the load factor aproaches 0.7-0.8 it should be resized.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;probing-searching&quot;&gt;Probing &#x2F; Searching&lt;&#x2F;h2&gt;
&lt;p&gt;When searching for a slot, either at insertion or search, we will need to do something when a hash collision happens:&lt;&#x2F;p&gt;
&lt;h3 id=&quot;linear-probing&quot;&gt;Linear probing&lt;&#x2F;h3&gt;
&lt;p&gt;Let &lt;code&gt;x&lt;&#x2F;code&gt; be the value of &lt;code&gt;hash(key) (mod capacity)&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Starting with &lt;code&gt;i = 0&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;If the slot &lt;code&gt;x + i (mod capacity)&lt;&#x2F;code&gt; is unused, use it.&lt;&#x2F;li&gt;
&lt;li&gt;If the slot &lt;code&gt;x + i (mod capacity)&lt;&#x2F;code&gt; is used, check if the key matches:&lt;&#x2F;li&gt;
&lt;li&gt;
&lt;ul&gt;
&lt;li&gt;If the key matches, use it.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;&#x2F;li&gt;
&lt;li&gt;
&lt;ul&gt;
&lt;li&gt;If the key doesn&#x27;t match, repeat the probing with &lt;code&gt;i += OFFSET&lt;&#x2F;code&gt;, offset usually being 1.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; MyHashmap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&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 style=&quot;color: #FF8F40;&quot;&gt;where&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    K&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Eq&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Hash&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    S&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BuildHasher&lt;&#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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; Should be called with a sensible load factor.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; find_slot_linear&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;, key&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&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 style=&quot;color: #FF8F40;&quot;&gt;        let mut&lt;&#x2F;span&gt;&lt;span&gt; hasher&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;state&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;build_hasher&lt;&#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;        key&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;hash&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span&gt; hasher);&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; start_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; hasher&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;finish&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; as&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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 style=&quot;color: #FF8F40;&quot;&gt;        let mut&lt;&#x2F;span&gt;&lt;span&gt; iter_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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 style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;storage&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; slot_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&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 style=&quot;color: #FF8F40;&quot;&gt;            let&lt;&#x2F;span&gt;&lt;span&gt; idx_mod&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; usize&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; (start_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +&lt;&#x2F;span&gt;&lt;span&gt; iter_idx)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; %&lt;&#x2F;span&gt;&lt;span&gt; len;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;            match&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;storage[idx_mod] {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;                Some&lt;&#x2F;span&gt;&lt;span&gt;(kv)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; if&lt;&#x2F;span&gt;&lt;span&gt; kv&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;eq&lt;&#x2F;span&gt;&lt;span&gt;(key)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; break&lt;&#x2F;span&gt;&lt;span&gt; idx_mod,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;                None&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; break&lt;&#x2F;span&gt;&lt;span&gt; idx_mod,&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 style=&quot;color: #F29668;&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&gt;                    iter_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;                    assert!&lt;&#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;                        iter_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;lt;=&lt;&#x2F;span&gt;&lt;span&gt; len,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;                        &amp;quot;find_slot called without a matching key and full storage!&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;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 style=&quot;color: #F29668;&quot;&gt;        &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;storage[slot_idx]&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;h3 id=&quot;quadratic-probing&quot;&gt;Quadratic probing&lt;&#x2F;h3&gt;
&lt;p&gt;It works by taking successive values of an arbitrary &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Quadratic_probing&quot;&gt;quadratic polynomial&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;We will use &lt;code&gt;hash(key) + (i + i^2) &#x2F; 2&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Let &lt;code&gt;x&lt;&#x2F;code&gt; be the value of &lt;code&gt;hash(key)&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Starting with &lt;code&gt;i = 0&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;If the slot &lt;code&gt;x + (i + i^2) &#x2F; 2 (mod capacity)&lt;&#x2F;code&gt; is unused, use it.&lt;&#x2F;li&gt;
&lt;li&gt;If the slot &lt;code&gt;x + (i + i^2) &#x2F; 2 (mod capacity)&lt;&#x2F;code&gt; is used, check if the key matches:&lt;&#x2F;li&gt;
&lt;li&gt;
&lt;ul&gt;
&lt;li&gt;If the key matches, use it.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;&#x2F;li&gt;
&lt;li&gt;
&lt;ul&gt;
&lt;li&gt;If the key doesn&#x27;t match, repeat the probing with &lt;code&gt;i += OFFSET&lt;&#x2F;code&gt;, offset usually being 1.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; MyHashmap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&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 style=&quot;color: #FF8F40;&quot;&gt;where&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    K&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Eq&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Hash&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    S&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BuildHasher&lt;&#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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; Should be called with a sensible load factor.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; find_slot_quadratic&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;, key&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&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 style=&quot;color: #FF8F40;&quot;&gt;        let mut&lt;&#x2F;span&gt;&lt;span&gt; hasher&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;state&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;build_hasher&lt;&#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;        key&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;hash&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span&gt; hasher);&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; start_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; hasher&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;finish&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; as&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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 style=&quot;color: #FF8F40;&quot;&gt;        let mut&lt;&#x2F;span&gt;&lt;span&gt; iter_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; usize&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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 style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; len&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;storage&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; slot_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&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 style=&quot;color: #FF8F40;&quot;&gt;            let&lt;&#x2F;span&gt;&lt;span&gt; idx_mod&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; usize&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; (start_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +&lt;&#x2F;span&gt;&lt;span&gt; (iter_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +&lt;&#x2F;span&gt;&lt;span&gt; iter_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;pow&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;2&lt;&#x2F;span&gt;&lt;span&gt;))&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &#x2F;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 2&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; %&lt;&#x2F;span&gt;&lt;span&gt; len;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;            match&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;storage[idx_mod] {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;                Some&lt;&#x2F;span&gt;&lt;span&gt;(kv)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; if&lt;&#x2F;span&gt;&lt;span&gt; kv&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;eq&lt;&#x2F;span&gt;&lt;span&gt;(key)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; break&lt;&#x2F;span&gt;&lt;span&gt; idx_mod,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;                None&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; break&lt;&#x2F;span&gt;&lt;span&gt; idx_mod,&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 style=&quot;color: #F29668;&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&gt;                    iter_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;                    assert!&lt;&#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;                        iter_idx&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;lt;=&lt;&#x2F;span&gt;&lt;span&gt; len,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;                        &amp;quot;find_slot called without a matching key and full storage!&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;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 style=&quot;color: #F29668;&quot;&gt;        &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;storage[slot_idx]&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;A mutable version of both linear and quadratic methods should be made for insertion.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; MyHashmap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&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 style=&quot;color: #FF8F40;&quot;&gt;where&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    K&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Eq&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Hash&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    S&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BuildHasher&lt;&#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 style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; find_slot_linear_mut&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span&gt;, key&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F;&#x2F; ... same code&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 style=&quot;color: #F29668;&quot;&gt;        &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;storage[slot_idx]&lt;&#x2F;span&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; &#x2F;&#x2F; mut ref&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;h2 id=&quot;inserting&quot;&gt;Inserting&lt;&#x2F;h2&gt;
&lt;p&gt;To insert a key value pair, we need to do the following:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;Check if the load factor is good, otherwise resize the backing structure.&lt;&#x2F;li&gt;
&lt;li&gt;Search a slot using one of the probing &#x2F; search methods.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; MyHashmap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&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 style=&quot;color: #FF8F40;&quot;&gt;where&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    K&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Eq&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Hash&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    S&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BuildHasher&lt;&#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 style=&quot;color: #FF8F40;&quot;&gt;    pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; insert&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span&gt;, key&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; K&lt;&#x2F;span&gt;&lt;span&gt;, value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;V&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 style=&quot;color: #FF8F40;&quot;&gt;        if&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;should_resize&lt;&#x2F;span&gt;&lt;span&gt;() {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;            self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;resize&lt;&#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 style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; slot&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; if&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;quadratic {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;            self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;find_slot_quadratic_mut&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;key)&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 style=&quot;color: #FF8F40;&quot;&gt; else&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;            self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;find_slot_linear_mut&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;key)&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 style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; new_slot&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Some&lt;&#x2F;span&gt;&lt;span&gt;((key, value));&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; old_slot&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; std&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;mem&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;replace&lt;&#x2F;span&gt;&lt;span&gt;(slot, new_slot)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;map&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span&gt;kv&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span&gt; kv&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;        if&lt;&#x2F;span&gt;&lt;span&gt; old_slot&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;is_none&lt;&#x2F;span&gt;&lt;span&gt;() {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;            self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;len &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;+=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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&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;        old_slot&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;h3 id=&quot;resizing&quot;&gt;Resizing&lt;&#x2F;h3&gt;
&lt;p&gt;Resizing involves allocating the new storage, and rehashing all entries into the new storage.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; MyHashmap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&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 style=&quot;color: #FF8F40;&quot;&gt;where&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    K&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Eq&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Hash&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    S&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BuildHasher&lt;&#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 style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; resize&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&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 style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; new_storage&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;)&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;..&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;storage&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;len&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; *&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 2&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;map&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span&gt;_&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; None&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;collect&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; Replace the storage with the new one, so we can use self.x methods to rehash.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; old_storage&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; std&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;mem&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;replace&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;storage, new_storage);&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 style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;        self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;len &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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 style=&quot;color: #FF8F40;&quot;&gt;        for&lt;&#x2F;span&gt;&lt;span&gt; (k, v)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; in&lt;&#x2F;span&gt;&lt;span&gt; old_storage&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into_iter&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;flatten&lt;&#x2F;span&gt;&lt;span&gt;() {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;            self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;insert&lt;&#x2F;span&gt;&lt;span&gt;(k, v);&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;h3 id=&quot;searching&quot;&gt;Searching&lt;&#x2F;h3&gt;
&lt;p&gt;To search a key, we need to do the following:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;Search a slot using one of the probing &#x2F; search methods.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; MyHashmap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; S&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 style=&quot;color: #FF8F40;&quot;&gt;where&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    K&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Eq&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Hash&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;    S&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BuildHasher&lt;&#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 style=&quot;color: #FF8F40;&quot;&gt;    pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; get&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;, key&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;V&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 style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; slot&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; if&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;quadratic {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;            self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;find_slot_quadratic&lt;&#x2F;span&gt;&lt;span&gt;(key)&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 style=&quot;color: #FF8F40;&quot;&gt; else&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;            self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;find_slot_linear&lt;&#x2F;span&gt;&lt;span&gt;(key)&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;        slot&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;as_ref&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;map&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span&gt;kv&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;| &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;kv&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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&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 style=&quot;color: #FF8F40;&quot;&gt;    pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; get_mut&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span&gt;, key&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;K&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; V&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 style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; slot&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; if&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;quadratic {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;            self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;find_slot_quadratic_mut&lt;&#x2F;span&gt;&lt;span&gt;(key)&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 style=&quot;color: #FF8F40;&quot;&gt; else&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;            self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;find_slot_linear_mut&lt;&#x2F;span&gt;&lt;span&gt;(key)&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;        slot&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;as_mut&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;map&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span&gt;kv&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;| &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span&gt; kv&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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&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;conclusion&quot;&gt;Conclusion&lt;&#x2F;h1&gt;
&lt;p&gt;And that&#x27;s a way to implement a hash map using open addressing with linear or quadratic probing.&lt;&#x2F;p&gt;
&lt;p&gt;I benchmarked both and they were pretty close.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;plain&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;linear probing 10           time:   [255.08 ns 256.75 ns 258.66 ns]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;quadratic probing 10        time:   [252.66 ns 252.96 ns 253.25 ns]&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;linear probing 100          time:   [3.7110 µs 3.7169 µs 3.7236 µs]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;quadratic probing 100       time:   [3.6763 µs 3.6783 µs 3.6803 µs]&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;linear probing 1000         time:   [32.555 µs 32.703 µs 32.906 µs]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;quadratic probing 1000      time:   [32.002 µs 32.046 µs 32.126 µs]&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;linear probing 10000        time:   [464.28 µs 464.39 µs 464.53 µs]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;quadratic probing 10000     time:   [453.38 µs 454.40 µs 455.71 µs]&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;linear probing 100000       time:   [6.4169 ms 6.4213 ms 6.4267 ms]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;quadratic probing 100000    time:   [6.3506 ms 6.3548 ms 6.3601 ms]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;You can find all the code here: &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;gist.github.com&#x2F;edg-l&#x2F;7842a445367bfdf2a89ad8c5f70348d4&quot;&gt;https:&#x2F;&#x2F;gist.github.com&#x2F;edg-l&#x2F;7842a445367bfdf2a89ad8c5f70348d4&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>UI Code in DDraceNetwork</title>
        <published>2023-05-19T00:00:00+00:00</published>
        <updated>2023-05-19T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/ui-code-ddnet/"/>
        <id>https://edgl.dev/blog/ui-code-ddnet/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/ui-code-ddnet/">&lt;p&gt;This is some kind of guide into how the UI code works in DDNet.&lt;&#x2F;p&gt;
&lt;p&gt;Probably can be considered part 1, in case I continue it.&lt;&#x2F;p&gt;
&lt;p&gt;Foremost, since this is a game, the UI is rendered using &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Immediate_mode_GUI&quot;&gt;immediate mode&lt;&#x2F;a&gt;, which means, every render tick, the logic on whether something is hovered, rendered, clicked, etc is done. There are some optimizations around this, DDNet uses text containers to cache the rendered text texture for example.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;ui-client-class&quot;&gt;UI Client Class&lt;&#x2F;h2&gt;
&lt;p&gt;The UI client class defined in &lt;code&gt;src&#x2F;game&#x2F;client&#x2F;ui.h&lt;&#x2F;code&gt; holds most of the related methods aiding at rendering the UI, for example &lt;code&gt;bool MouseInside(const CUIRect *pRect) const;&lt;&#x2F;code&gt; to know whether the mouse is
inside the passed &lt;code&gt;CUIRect&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Talking about &lt;code&gt;CUIRect&lt;&#x2F;code&gt;, they are the most important structure, using them, elements are placed on the screen, by using a combination of methods to &quot;split&quot; the rect into smaller rects where UI components will be placed, this can be done with the methods the &lt;code&gt;CUIRect&lt;&#x2F;code&gt; class has.&lt;&#x2F;p&gt;
&lt;p&gt;As the name suggests, it&#x27;s quite a simple class, holding the &lt;code&gt;x&lt;&#x2F;code&gt;, &lt;code&gt;y&lt;&#x2F;code&gt;, &lt;code&gt;w&lt;&#x2F;code&gt; and &lt;code&gt;h&lt;&#x2F;code&gt; values, corresponding to the coordinates of the top left point of the rectangle, and the width and height.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;hsplitmid-and-variants&quot;&gt;HSplitMid and variants&lt;&#x2F;h2&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;**&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; * Splits 2 CUIRect inside *this* CUIRect horizontally. You can pass null pointers.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; *&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; * &lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;font-style: italic;&quot;&gt;@param&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;font-style: italic;&quot;&gt; pTop&lt;&#x2F;span&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; This rect will end up taking the top half of this CUIRect.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; * &lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;font-style: italic;&quot;&gt;@param&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;font-style: italic;&quot;&gt; pBottom&lt;&#x2F;span&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; This rect will end up taking the bottom half of this CUIRect.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; * &lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;font-style: italic;&quot;&gt;@param&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;font-style: italic;&quot;&gt; Spacing&lt;&#x2F;span&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; Total size of margin between split rects.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; *&#x2F;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;void&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; HSplitMid&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;CUIRect&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; *&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;pTop&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; CUIRect&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; *&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;pBottom&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; float&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; Spacing&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; const&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;As the method explains, it places the &lt;code&gt;pTop&lt;&#x2F;code&gt; rect at the top half of the &lt;code&gt;this&lt;&#x2F;code&gt; instance of rect (the method caller), and the &lt;code&gt;pBottom&lt;&#x2F;code&gt; at the bottom half, with the given spacing.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;CUIRect MyTopButton&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;CUIRect MyBottomButton&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;MainView&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;HSplitMid&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;MyTopButton&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;MyBottomButton)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&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 style=&quot;color: #FF8F40;&quot;&gt;static&lt;&#x2F;span&gt;&lt;span&gt; CButtonContainer s_MyTopButton&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;if&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;DoButton_Menu&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;s_MyTopButton&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; Localize&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;Top Button&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;MyTopButton&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IGraphics&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;CORNER_ALL&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 5.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; vec4&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.9&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; vec4&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.7&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#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 style=&quot;color: #FFB454;&quot;&gt;    dbg_msg&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;tutorial&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;top button pressed!&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&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;&#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 style=&quot;color: #FF8F40;&quot;&gt;static&lt;&#x2F;span&gt;&lt;span&gt; CButtonContainer s_MyBottomButton&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;if&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;DoButton_Menu&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;s_MyBottomButton&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; Localize&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;Bottom Button&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;MyBottomButton&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IGraphics&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;CORNER_ALL&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 5.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; vec4&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.9&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; vec4&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.7&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#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 style=&quot;color: #FFB454;&quot;&gt;    dbg_msg&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;tutorial&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;bottom button pressed!&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&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;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;&lt;img src=&quot;&#x2F;img&#x2F;ddnet_ui_hsplit.png&quot; alt=&quot;&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;p&gt;With &lt;code&gt;VSplitMid&lt;&#x2F;code&gt; instead:&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;&#x2F;img&#x2F;ddnet_ui_vsplit.png&quot; alt=&quot;&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;p&gt;In addition to &lt;code&gt;(V|H)SplitMid&lt;&#x2F;code&gt; there is also &lt;code&gt;(V|H)Split(Bottom|Top)&lt;&#x2F;code&gt;, they allow making one of the split rects take a different size, for example,
given a rect of height 400, using &lt;code&gt;HSplitBottom&lt;&#x2F;code&gt; and giving &lt;code&gt;Cut&lt;&#x2F;code&gt; a value of 100, will make the bottom rect have a height of 100, and the top rect have a height of 300.&lt;&#x2F;p&gt;
&lt;p&gt;Knowing this, we can easily add another button to the start menu in &lt;code&gt;menu_start.cpp:129&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; Using HSplitBottom this way, we reduce the Menu rect height by 100.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;Menu&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;HSplitBottom&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;100.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;Menu&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; our new button, will have a height of 40, and reduces the height of Menu by 40.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;Menu&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;HSplitBottom&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;40.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;Menu&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;Button)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;static&lt;&#x2F;span&gt;&lt;span&gt; CButtonContainer s_MyMenuButton&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;if&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;DoButton_Menu&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;s_MyMenuButton&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; Localize&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;My Button!&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;Button&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IGraphics&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;CORNER_ALL&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; Rounding&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.5&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; vec4&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.5&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; vec4&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.25&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; do something once pressed&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; add a bit of margin, i.e, reduce the height of Menu by 5&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;Menu&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;HSplitBottom&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;5.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;Menu&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; &#x2F;&#x2F; little space&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; this code already existed, adding it for reference&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;Menu&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;HSplitBottom&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;40.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;Menu&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;Button)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;static&lt;&#x2F;span&gt;&lt;span&gt; CButtonContainer s_SettingsButton&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;if&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;DoButton_Menu&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;s_SettingsButton&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; Localize&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;Settings&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;Button&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; g_Config&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;m_ClShowStartMenuImages&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; ?&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;settings&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; :&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IGraphics&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;CORNER_ALL&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; Rounding&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.5&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; vec4&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.5&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; vec4&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0.25&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;f&lt;&#x2F;span&gt;&lt;span&gt;))&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; ||&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; CheckHotKey&lt;&#x2F;span&gt;&lt;span&gt;(KEY_S))&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    NewPage &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span&gt; PAGE_SETTINGS&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Result:&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;&#x2F;img&#x2F;ddnet_ui_button.png&quot; alt=&quot;&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;p&gt;More to come soon.&lt;&#x2F;p&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Gentoo as a daily driver</title>
        <published>2023-05-15T00:00:00+00:00</published>
        <updated>2023-05-15T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/daily-gentoo/"/>
        <id>https://edgl.dev/blog/daily-gentoo/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/daily-gentoo/">&lt;p&gt;I&#x27;ve been using GNU&#x2F;Linux for quite a while now, I don&#x27;t remember exactly what my first distro was, probably Ubuntu or Debian.
I eventually switched to Arch Linux and stayed with it for a long time, I really enjoyed it, but I have a thing for trying new stuff, and eventually delved into it.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;filesystem&quot;&gt;Filesystem&lt;&#x2F;h1&gt;
&lt;p&gt;Coming from an Arch Linux installation using LVM on LUKS, this time I decided it wasn&#x27;t that worth it encrypting my whole disk, so I went a simpler way.&lt;&#x2F;p&gt;
&lt;p&gt;This is my &lt;code&gt;&#x2F;etc&#x2F;fstab&lt;&#x2F;code&gt; file:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;plain&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;# boot&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;UUID=8E37-E91C	&#x2F;boot	vfat	defaults,noatime	0 2&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;# root, a 500gb NVME m2 ssd&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;UUID=6739c2cc-4a15-4a30-b223-bafcdff6688f &#x2F; ext4 noatime 0 1&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;# a extra 2tb ssd partition&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;UUID=c598fbd0-b87c-4e69-9fb6-8b2fd0624f24 &#x2F;data1 ext4 defaults,noatime 0 2&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;# 1tb hdd, which i don&amp;#39;t really use&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;UUID=978e8a4d-a200-42ff-b501-ee25baf195d4 &#x2F;data2 ext4 defaults,noatime 0 2&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;# swap&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;UUID=d2359c6c-99c0-4f4f-9225-5605bed37399 none swap sw 0 0&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;&#x2F;dev&#x2F;cdrom		&#x2F;mnt&#x2F;cdrom	auto		noauto,user	0 0&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;# tmpfs (RAM file system) for temp files and portage build files.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;tmpfs &#x2F;tmp tmpfs rw,nosuid,noatime,nodev,size=8G,mode=1777 0 0&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;tmpfs &#x2F;var&#x2F;tmp&#x2F;portage tmpfs size=14G,uid=portage,gid=portage,mode=775,nosuid,noatime,nodev	0 0&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;As you can see it&#x27;s just a traditional setup, using tmpfs for portage stuff, this way i save on SSD disk writes. I should note though that I have 32gb of RAM so I can afford this. For example, firefox requires the tmpfs to be atleast 4.5gb. You can read more &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;wiki.gentoo.org&#x2F;wiki&#x2F;Portage_TMPDIR_on_tmpfs&quot;&gt;here&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;no-systemd&quot;&gt;No Systemd&lt;&#x2F;h1&gt;
&lt;p&gt;Since all the distros I used so far used systemd, I decided to try to avoid it this time, which I did for everything but &lt;code&gt;udev&lt;&#x2F;code&gt;, which I may replace for &lt;code&gt;eudev&lt;&#x2F;code&gt; someday.&lt;&#x2F;p&gt;
&lt;p&gt;OpenRc is really intuitive so far, I can&#x27;t speak about writing a service file since i haven&#x27;t had the need to do so yet.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;desktop&quot;&gt;Desktop&lt;&#x2F;h1&gt;
&lt;p&gt;I&#x27;m currently on X11, using i3 as my tiled window manager, alacritty as my terminal emulator and pipewire for the sound server. No problems whatsoever.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;updating&quot;&gt;Updating&lt;&#x2F;h1&gt;
&lt;p&gt;I used to use the testing kernel, but I encountered some issues and the updates where pretty frequent, so I decided to use the non masked kernel.&lt;&#x2F;p&gt;
&lt;p&gt;To update my kernel I made a simple script:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;shellscript&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;sudo&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; make&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; -j16&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;sudo&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; make install&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;sudo&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; make modules_install&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;sudo&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; emerge @module-rebuild&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;sudo&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; dracut&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;# sudo grub-install --efi-directory=&#x2F;boot&#x2F;efi&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;sudo&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; grub-mkconfig&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; -o&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &#x2F;boot&#x2F;grub&#x2F;grub.cfg&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Configuring the kernel to my liking wasn&#x27;t hard either, you just need some time to read through the options you need, you mostly will find out what you need by reading the packages wiki for the software you install, since they often list the kernel requirements.&lt;&#x2F;p&gt;
&lt;p&gt;To update my packages, I have two aliases:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;shellscript&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;alias&lt;&#x2F;span&gt;&lt;span&gt; update&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;sudo emaint -a sync&amp;#39;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;alias&lt;&#x2F;span&gt;&lt;span&gt; upgrade&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;sudo emerge -avuDN @world&amp;#39;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h1 id=&quot;creating-a-package&quot;&gt;Creating a package&lt;&#x2F;h1&gt;
&lt;p&gt;To my surprise, creating a ebuild is quite easy, specially if the software you package uses a common build system.&lt;&#x2F;p&gt;
&lt;p&gt;I am currently maintaining the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;ddnet&#x2F;ddnet&quot;&gt;ddnet&lt;&#x2F;a&gt; ebuild, which uses a mix of cpp, rust, python, managed by cmake.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;gitweb.gentoo.org&#x2F;repo&#x2F;proj&#x2F;guru.git&#x2F;tree&#x2F;games-action&#x2F;ddnet?h=dev&quot;&gt;https:&#x2F;&#x2F;gitweb.gentoo.org&#x2F;repo&#x2F;proj&#x2F;guru.git&#x2F;tree&#x2F;games-action&#x2F;ddnet?h=dev&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;h1 id=&quot;further-thoughts&quot;&gt;Further thoughts&lt;&#x2F;h1&gt;
&lt;p&gt;Something that I like about Gentoo is that, in my case, due to long compile times for (possibly bloated) software, you tend to avoid those, so
it forces you to try to minimize dependencies, find software that just does what you want, most probably without any GUI.&lt;&#x2F;p&gt;
&lt;p&gt;It&#x27;s certainly a different experience compared to binary distributed distros. You can also enjoy the small performance benefits of building everything with your native &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Instruction_set_architecture&quot;&gt;ISA&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Creating a bencode parser with nom</title>
        <published>2022-09-08T00:00:00+00:00</published>
        <updated>2022-09-08T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/bencode-parser-with-nom/"/>
        <id>https://edgl.dev/blog/bencode-parser-with-nom/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/bencode-parser-with-nom/">&lt;p&gt;Since long I wanted try out nom, at first I boldly started parsing &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;edg-l&#x2F;nompdf&quot;&gt;PDFs&lt;&#x2F;a&gt; but after realizing the scope of such project, I put it off and started with a way smaller idea: a bencode parser.&lt;&#x2F;p&gt;
&lt;p&gt;If you have never delved into the BitTorrent protocol you probably don&#x27;t know what bencoding is so let me explain it.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;the-bencode-spec&quot;&gt;The Bencode Spec&lt;&#x2F;h1&gt;
&lt;p&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Bencode&quot;&gt;Bencode&lt;&#x2F;a&gt; is the encoding used by the BitTorrent protocol to store data, &lt;code&gt;.torrent&lt;&#x2F;code&gt; files are encoded using this.&lt;&#x2F;p&gt;
&lt;p&gt;It&#x27;s a pretty &lt;a rel=&quot;external&quot; href=&quot;http:&#x2F;&#x2F;www.bittorrent.org&#x2F;beps&#x2F;bep_0003.html#bencoding&quot;&gt;simple&lt;&#x2F;a&gt; encoding:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;Strings are length-prefixed base ten followed by a colon and the string. For example &lt;code&gt;4:spam&lt;&#x2F;code&gt; corresponds to &lt;code&gt;spam&lt;&#x2F;code&gt;.&lt;&#x2F;li&gt;
&lt;li&gt;Integers are represented by an &lt;code&gt;i&lt;&#x2F;code&gt; followed by the number in base 10 followed by an &lt;code&gt;e&lt;&#x2F;code&gt;. For example &lt;code&gt;i3e&lt;&#x2F;code&gt; corresponds to &lt;code&gt;3&lt;&#x2F;code&gt; and &lt;code&gt;i-3e&lt;&#x2F;code&gt; corresponds to &lt;code&gt;-3&lt;&#x2F;code&gt;.
Integers have no size limitation. &lt;code&gt;i-0e&lt;&#x2F;code&gt; is invalid. All encodings with a leading zero, such as &lt;code&gt;i03e&lt;&#x2F;code&gt;, are invalid, other than &lt;code&gt;i0e&lt;&#x2F;code&gt;, which of course corresponds to &lt;code&gt;0&lt;&#x2F;code&gt;.&lt;&#x2F;li&gt;
&lt;li&gt;Lists are encoded as an &lt;code&gt;l&lt;&#x2F;code&gt; followed by their elements (also bencoded) followed by an &lt;code&gt;e&lt;&#x2F;code&gt;.
For example &lt;code&gt;l4:spam4:eggse&lt;&#x2F;code&gt; corresponds to &lt;code&gt;[&#x27;spam&#x27;, &#x27;eggs&#x27;]&lt;&#x2F;code&gt;.&lt;&#x2F;li&gt;
&lt;li&gt;Dictionaries are encoded as a &#x27;d&#x27; followed by a list of alternating keys and their corresponding values followed by an &#x27;e&#x27;. For example, &lt;code&gt;d3:cow3:moo4:spam4:eggse&lt;&#x2F;code&gt; corresponds to &lt;code&gt;{&#x27;cow&#x27;: &#x27;moo&#x27;, &#x27;spam&#x27;: &#x27;eggs&#x27;}&lt;&#x2F;code&gt; and &lt;code&gt;d4:spaml1:a1:bee&lt;&#x2F;code&gt; corresponds to &lt;code&gt;{&#x27;spam&#x27;: [&#x27;a&#x27;, &#x27;b&#x27;]}&lt;&#x2F;code&gt;.
Keys must be strings and appear in sorted order (sorted as raw strings, not alphanumerics).&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;Now, I only saw it mentioned on &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;en.wikipedia.org&#x2F;wiki&#x2F;Bencode&quot;&gt;Wikipedia&lt;&#x2F;a&gt; but the Strings are more like byte strings, since they don&#x27;t require any proper encoding, and they are used as such.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;so-what-is-nom&quot;&gt;So what is nom?&lt;&#x2F;h1&gt;
&lt;p&gt;It&#x27;s a parser combinators library, which essentially means that from some really basic functions you create more complex ones and keep building on top of it, until you have one final function that parses everything.&lt;&#x2F;p&gt;
&lt;p&gt;It comes with some basic combinators, you can find them in the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;Geal&#x2F;nom&#x2F;blob&#x2F;main&#x2F;doc&#x2F;choosing_a_combinator.md&quot;&gt;&quot;choosing a combinator&quot;&lt;&#x2F;a&gt; docs.&lt;&#x2F;p&gt;
&lt;p&gt;For example, there is a parser function &lt;code&gt;digit1&lt;&#x2F;code&gt; which returns one or more digits.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; parser&lt;&#x2F;span&gt;&lt;span&gt;(input&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;str&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IResult&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;str&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;str&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 style=&quot;color: #FFB454;&quot;&gt;    digit1&lt;&#x2F;span&gt;&lt;span&gt;(input)&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 style=&quot;color: #FFB454;&quot;&gt;assert_eq!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;parser&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;21c&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Ok&lt;&#x2F;span&gt;&lt;span&gt;((&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;c&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;21&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 style=&quot;color: #FFB454;&quot;&gt;assert_eq!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;parser&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;c1&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Err&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;c1&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ErrorKind&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Digit&lt;&#x2F;span&gt;&lt;span&gt;))));&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;assert_eq!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;parser&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Err&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ErrorKind&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Digit&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;All parsers are build around &lt;code&gt;IResult&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub type&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IResult&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; O&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; E&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Result&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; O&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Err&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;E&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&amp;gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Basically, when a parser correctly finishes, it returns a tuple with a slice starting where the parser ended and the parsed content. It seamlessly works with &lt;code&gt;&amp;amp;str&lt;&#x2F;code&gt; and &lt;code&gt;&amp;amp;[u8]&lt;&#x2F;code&gt; so most of the time you don&#x27;t need to do any allocation when parsing.&lt;&#x2F;p&gt;
&lt;p&gt;So &lt;code&gt;digit1(&quot;123therest&quot;)&lt;&#x2F;code&gt; returns a tuple with &lt;code&gt;(&quot;therest&quot;, &quot;123&quot;)&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;handling-errors&quot;&gt;Handling errors&lt;&#x2F;h1&gt;
&lt;p&gt;When parsing bencode there can be possible errors outside of what the combinators may find, such as leading 0&#x27;s on integers, we need to create our own error struct:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#[derive(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Debug&lt;&#x2F;span&gt;&lt;span&gt;, thiserror&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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 style=&quot;color: #FF8F40;&quot;&gt;pub enum&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; When the integer is invalid: e.g leading 0&amp;#39;s&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    #[error(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;invalid integer: {0:?}&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 style=&quot;color: #FFB454;&quot;&gt;    InvalidInteger&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; When the byte string length is invalid, e.g it&amp;#39;s negative.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    #[error(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;invalid bytes length: {0:?}&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 style=&quot;color: #FFB454;&quot;&gt;    InvalidBytesLength&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; When there is an error parsing the ascii integer to a i64.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    #[error(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;parse int error: {0:?}&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 style=&quot;color: #FFB454;&quot;&gt;    ParseIntError&lt;&#x2F;span&gt;&lt;span&gt;(#[from]&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ParseIntError&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; Errors from the combinators itself.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    #[error(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;nom parsing error: {0:?}&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 style=&quot;color: #FFB454;&quot;&gt;    NomError&lt;&#x2F;span&gt;&lt;span&gt;(#[from]&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; nom&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&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;}&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 style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; From&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; for&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; nom&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Err&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&amp;gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; from&lt;&#x2F;span&gt;&lt;span&gt;(e&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&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 style=&quot;color: #59C2FF;&quot;&gt;        nom&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Err&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt;(e)&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 style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; From&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;nom&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Err&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; for&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&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 style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; from&lt;&#x2F;span&gt;&lt;span&gt;(e&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; nom&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Err&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&amp;gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&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&gt;        e&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into&lt;&#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 style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ParseError&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; for&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;I&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 style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; from_error_kind&lt;&#x2F;span&gt;&lt;span&gt;(input&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; I&lt;&#x2F;span&gt;&lt;span&gt;, kind&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; nom&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;ErrorKind&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&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 style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;        Self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;NomError&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;nom&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt; { input, code&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span&gt; kind })&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 style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; append&lt;&#x2F;span&gt;&lt;span&gt;(_&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; I&lt;&#x2F;span&gt;&lt;span&gt;, _&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; nom&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;ErrorKind&lt;&#x2F;span&gt;&lt;span&gt;, other&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; Self&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&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&gt;        other&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 will also define the type alias BenResult, so we don&#x27;t need to type as much everytime:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;type&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BenResult&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; IResult&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&lt;&#x2F;span&gt;&lt;span&gt; [&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u8&lt;&#x2F;span&gt;&lt;span&gt;],&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Value&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&lt;&#x2F;span&gt;&lt;span&gt; [&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u8&lt;&#x2F;span&gt;&lt;span&gt;]&amp;gt;&amp;gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;We use &lt;code&gt;&amp;amp;[u8]&lt;&#x2F;code&gt; since thats the type of data our parsers will be dealing with.&lt;&#x2F;p&gt;
&lt;h1 id=&quot;representing-all-the-possible-bencode-value-types&quot;&gt;Representing all the possible bencode value types&lt;&#x2F;h1&gt;
&lt;p&gt;To hold all the value types bencode has, an enum like this will do:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#[derive(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Debug&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Clone&lt;&#x2F;span&gt;&lt;span&gt;)]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub enum&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Value&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&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 style=&quot;color: #FFB454;&quot;&gt;    Bytes&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&lt;&#x2F;span&gt;&lt;span&gt; [&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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 style=&quot;color: #FFB454;&quot;&gt;    Integer&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;i64&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;    List&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;Self&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 style=&quot;color: #FFB454;&quot;&gt;    Dictionary&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;HashMap&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&lt;&#x2F;span&gt;&lt;span&gt; [&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u8&lt;&#x2F;span&gt;&lt;span&gt;],&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; Self&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;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h1 id=&quot;parsing-the-byte-string&quot;&gt;Parsing the byte string&lt;&#x2F;h1&gt;
&lt;p&gt;Lets start with the easiest one, byte strings, as you can recall, they are made up of the a textual integer, a colon and the data:&lt;&#x2F;p&gt;
&lt;p&gt;&lt;code&gt;4:spam&lt;&#x2F;code&gt;&lt;&#x2F;p&gt;
&lt;p&gt;Since the data can be non UTF-8 encoded, we will build the parser around &lt;code&gt;&amp;amp;[u8]&lt;&#x2F;code&gt; instead of &lt;code&gt;&amp;amp;str&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; parse_bytes&lt;&#x2F;span&gt;&lt;span&gt;(start_inp&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&lt;&#x2F;span&gt;&lt;span&gt; [&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u8&lt;&#x2F;span&gt;&lt;span&gt;])&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BenResult&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&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 style=&quot;color: #FFB454;&quot;&gt;    todo!&lt;&#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;We can use the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.rs&#x2F;nom&#x2F;7.1.1&#x2F;nom&#x2F;character&#x2F;complete&#x2F;fn.digit1.html&quot;&gt;digit1&lt;&#x2F;a&gt; combinator to get the length of the byte string and then the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.rs&#x2F;nom&#x2F;7.1.1&#x2F;nom&#x2F;character&#x2F;complete&#x2F;fn.char.html&quot;&gt;char&lt;&#x2F;a&gt; to consume the colon:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; (inp, length)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; digit1&lt;&#x2F;span&gt;&lt;span&gt;(start_inp)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; We don&amp;#39;t need the colon so we just discard it with &amp;#39;_&amp;#39;.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; (inp, _)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; char&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;:&amp;#39;&lt;&#x2F;span&gt;&lt;span&gt;)(inp)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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;Now we need to convert the length (which is a number in ASCII) to an integer and check if it&#x27;s 0, which would be an error:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; SAFETY: digit1 always returns ASCII numbers, which are always valid UTF-8.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; length&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; std&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;str&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;from_utf8_unchecked&lt;&#x2F;span&gt;&lt;span&gt;(length) };&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 style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; length&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; u64&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; length&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;parse&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;map_err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;ParseIntError&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #FF8F40;&quot;&gt;if&lt;&#x2F;span&gt;&lt;span&gt; length&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; ==&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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 style=&quot;color: #59C2FF;&quot;&gt;    Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;InvalidBytesLength&lt;&#x2F;span&gt;&lt;span&gt;(start_inp))&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Then we use the &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.rs&#x2F;nom&#x2F;7.1.1&#x2F;nom&#x2F;bytes&#x2F;complete&#x2F;fn.take.html&quot;&gt;take&lt;&#x2F;a&gt; parser to take an exact amount of elements and finally return it, resulting in the complete function like this:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; parse_bytes&lt;&#x2F;span&gt;&lt;span&gt;(start_inp&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&lt;&#x2F;span&gt;&lt;span&gt; [&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u8&lt;&#x2F;span&gt;&lt;span&gt;])&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BenResult&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; (inp, length)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; digit1&lt;&#x2F;span&gt;&lt;span&gt;(start_inp)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; (inp, _)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; char&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;:&amp;#39;&lt;&#x2F;span&gt;&lt;span&gt;)(inp)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; SAFETY: digit1 always returns ASCII numbers, which are always valid UTF-8.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; length&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; std&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;str&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;from_utf8_unchecked&lt;&#x2F;span&gt;&lt;span&gt;(length) };&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; length&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; u64&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; length&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;parse&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;map_err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;ParseIntError&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #FF8F40;&quot;&gt;    if&lt;&#x2F;span&gt;&lt;span&gt; length&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; ==&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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 style=&quot;color: #59C2FF;&quot;&gt;        Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;InvalidBytesLength&lt;&#x2F;span&gt;&lt;span&gt;(start_inp))&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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;&#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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; (inp, characters)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; take&lt;&#x2F;span&gt;&lt;span&gt;(length)(inp)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #59C2FF;&quot;&gt;    Ok&lt;&#x2F;span&gt;&lt;span&gt;((inp,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;Bytes&lt;&#x2F;span&gt;&lt;span&gt;(characters)))&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;parsing-integers&quot;&gt;Parsing integers&lt;&#x2F;h1&gt;
&lt;p&gt;Format: &lt;code&gt;i10e&lt;&#x2F;code&gt;, &lt;code&gt;i-30e&lt;&#x2F;code&gt;&lt;&#x2F;p&gt;
&lt;p&gt;Integers can come alone or with the positive and negative symbol, we also need to handle the invalid &lt;code&gt;-0&lt;&#x2F;code&gt; and they can&#x27;t have leading &lt;code&gt;0&lt;&#x2F;code&gt;s like &lt;code&gt;002&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Here the power of combinators can come to light, we will use the following parsers and combine them:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.rs&#x2F;nom&#x2F;7.1.1&#x2F;nom&#x2F;sequence&#x2F;fn.delimited.html&quot;&gt;delimited&lt;&#x2F;a&gt;:  Matches an object from the first parser and discards it, then gets an object from the second parser, and finally matches an object from the third parser and discards it.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.rs&#x2F;nom&#x2F;7.1.1&#x2F;nom&#x2F;character&#x2F;complete&#x2F;fn.char.html&quot;&gt;char&lt;&#x2F;a&gt;: Recognizes and consumes a single character.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.rs&#x2F;nom&#x2F;7.1.1&#x2F;nom&#x2F;branch&#x2F;fn.alt.html&quot;&gt;alt&lt;&#x2F;a&gt;: Tests a list of parsers one by one until one succeeds.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.rs&#x2F;nom&#x2F;7.1.1&#x2F;nom&#x2F;combinator&#x2F;fn.recognize.html&quot;&gt;recognize&lt;&#x2F;a&gt;: If the child parser was successful, return the consumed input as produced value.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.rs&#x2F;nom&#x2F;7.1.1&#x2F;nom&#x2F;sequence&#x2F;fn.pair.html&quot;&gt;pair&lt;&#x2F;a&gt;: Gets an object from the first parser, then gets another object from the second parser.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;With this we can handle the following example numbers: &lt;code&gt;1,+1,-1,10,0,50,-62&lt;&#x2F;code&gt;&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; parse_integer&lt;&#x2F;span&gt;&lt;span&gt;(start_inp&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&lt;&#x2F;span&gt;&lt;span&gt; [&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u8&lt;&#x2F;span&gt;&lt;span&gt;])&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BenResult&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; (inp, value)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; delimited&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;        char&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;i&amp;#39;&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;        alt&lt;&#x2F;span&gt;&lt;span&gt;((&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;            recognize&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;pair&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;char&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;+&amp;#39;&lt;&#x2F;span&gt;&lt;span&gt;), digit1)),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;            recognize&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;pair&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;char&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;-&amp;#39;&lt;&#x2F;span&gt;&lt;span&gt;), digit1)),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            digit1,&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 style=&quot;color: #FFB454;&quot;&gt;        char&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;e&amp;#39;&lt;&#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;    )(start_inp)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; SAFETY: This will always be a valid UTF-8 sequence.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; value_str&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; unsafe&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; std&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;str&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;from_utf8_unchecked&lt;&#x2F;span&gt;&lt;span&gt;(value) };&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 style=&quot;color: #FF8F40;&quot;&gt;    if&lt;&#x2F;span&gt;&lt;span&gt; value_str&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;starts_with&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;-0&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; ||&lt;&#x2F;span&gt;&lt;span&gt; (value_str&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;starts_with&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;0&amp;#39;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt; value_str&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;len&lt;&#x2F;span&gt;&lt;span&gt;() &amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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 style=&quot;color: #59C2FF;&quot;&gt;        Err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;InvalidInteger&lt;&#x2F;span&gt;&lt;span&gt;(start_inp))&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #FF8F40;&quot;&gt; else&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; value_integer&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; i64&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; value_str&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;parse&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;map_err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;ParseIntError&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #59C2FF;&quot;&gt;        Ok&lt;&#x2F;span&gt;&lt;span&gt;((inp,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;Integer&lt;&#x2F;span&gt;&lt;span&gt;(value_integer)))&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;parsing-lists&quot;&gt;Parsing lists&lt;&#x2F;h1&gt;
&lt;p&gt;Format: &lt;code&gt;li2ei3ei4ee&lt;&#x2F;code&gt;, &lt;code&gt;l4:spam4:eggsi22eli1ei2eee&lt;&#x2F;code&gt;&lt;&#x2F;p&gt;
&lt;p&gt;A list can hold any type of value, including dictionaries and list themselves.&lt;&#x2F;p&gt;
&lt;p&gt;Now that we can parse numbers and byte strings, parsing lists is just a matter of using those parsers.&lt;&#x2F;p&gt;
&lt;p&gt;We will use the following new nom parsers:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.rs&#x2F;nom&#x2F;7.1.1&#x2F;nom&#x2F;multi&#x2F;fn.many_till.html&quot;&gt;many_till(f, g)&lt;&#x2F;a&gt;: Applies the parser f until the parser g produces a result. Returns a pair consisting of the results of f in a Vec and the result of g.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;We will apply the parser &lt;code&gt;alt&lt;&#x2F;code&gt; until the &lt;code&gt;char&lt;&#x2F;code&gt; parser recognizes the end character &lt;code&gt;e&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; Self here is the enum Value&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 style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; parse_list&lt;&#x2F;span&gt;&lt;span&gt;(start_inp&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&lt;&#x2F;span&gt;&lt;span&gt; [&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u8&lt;&#x2F;span&gt;&lt;span&gt;])&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BenResult&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; (inp, value)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; preceded&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;        char&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;l&amp;#39;&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;        many_till&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;            alt&lt;&#x2F;span&gt;&lt;span&gt;((&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;                Self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;parse_bytes,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;                Self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;parse_integer,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;                Self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;parse_list,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;                Self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;parse_dict,&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 style=&quot;color: #FFB454;&quot;&gt;            char&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;e&amp;#39;&lt;&#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;    )(start_inp)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #59C2FF;&quot;&gt;    Ok&lt;&#x2F;span&gt;&lt;span&gt;((inp,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;List&lt;&#x2F;span&gt;&lt;span&gt;(value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h1 id=&quot;parsing-dictionaries&quot;&gt;Parsing dictionaries&lt;&#x2F;h1&gt;
&lt;p&gt;Format: &lt;code&gt;d3:cow3:moo4:spam4:eggse&lt;&#x2F;code&gt;&lt;&#x2F;p&gt;
&lt;p&gt;Parsing dictionaries is nearly identical to parsing lists, but we need to parse the keys too, which are byte strings:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; parse_dict&lt;&#x2F;span&gt;&lt;span&gt;(start_inp&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&lt;&#x2F;span&gt;&lt;span&gt; [&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u8&lt;&#x2F;span&gt;&lt;span&gt;])&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; BenResult&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;a&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; (inp, value)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; preceded&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;        char&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;d&amp;#39;&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;        many_till&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;            pair&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;                Self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;parse_bytes,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;                alt&lt;&#x2F;span&gt;&lt;span&gt;((&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;                    Self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;parse_bytes,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;                    Self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;parse_integer,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;                    Self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;parse_list,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;                    Self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;parse_dict,&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 style=&quot;color: #FFB454;&quot;&gt;            char&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;e&amp;#39;&lt;&#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;     )(start_inp)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; data&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into_iter&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;map&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span&gt;x&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;        &#x2F;&#x2F; Keys are always a byte string&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;        if let&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;Bytes&lt;&#x2F;span&gt;&lt;span&gt;(key)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; x&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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;            (key, x&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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&gt;        }&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; else&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;            unreachable!&lt;&#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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; map&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; HashMap&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;from_iter&lt;&#x2F;span&gt;&lt;span&gt;(data);&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 style=&quot;color: #59C2FF;&quot;&gt;    Ok&lt;&#x2F;span&gt;&lt;span&gt;((inp,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;Dictionary&lt;&#x2F;span&gt;&lt;span&gt;(map)))&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;the-parser&quot;&gt;The parser&lt;&#x2F;h1&gt;
&lt;p&gt;And finally, we can make the final parser function which parses all the possible values:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; parse&lt;&#x2F;span&gt;&lt;span&gt;(source&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u8&lt;&#x2F;span&gt;&lt;span&gt;])&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Result&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Value&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u8&lt;&#x2F;span&gt;&lt;span&gt;]&amp;gt;&amp;gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; (_, items)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; many_till&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;        alt&lt;&#x2F;span&gt;&lt;span&gt;((&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;            Value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;parse_bytes,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;            Value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;parse_integer,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;            Value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;parse_list,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;            Value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span&gt;parse_dict,&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;        eof,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    )(source)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #59C2FF;&quot;&gt;    Ok&lt;&#x2F;span&gt;&lt;span&gt;(items&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;An example using the parser:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;use&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; nom_bencode&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Value&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 style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; data&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; nom_bencode&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;parse&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;b&amp;quot;d3:cow3:moo4:spam4:eggse&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&lt;&#x2F;span&gt;&lt;span&gt;();&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; v&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; data&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;first&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&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 style=&quot;color: #FF8F40;&quot;&gt;if let&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;Dictionary&lt;&#x2F;span&gt;&lt;span&gt;(dict)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; v {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; v&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; dict&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;get&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;b&amp;quot;cow&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&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 style=&quot;color: #FF8F40;&quot;&gt;    if let&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;Bytes&lt;&#x2F;span&gt;&lt;span&gt;(data)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; v {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;        assert_eq!&lt;&#x2F;span&gt;&lt;span&gt;(data,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; b&amp;quot;moo&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; v&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; dict&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;get&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;b&amp;quot;spam&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&lt;&#x2F;span&gt;&lt;span&gt;();&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    if let&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Value&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;Bytes&lt;&#x2F;span&gt;&lt;span&gt;(data)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; v {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;        assert_eq!&lt;&#x2F;span&gt;&lt;span&gt;(data,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; b&amp;quot;eggs&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&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;You can find the full source code here: &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;edg-l&#x2F;nom-bencode&quot;&gt;https:&#x2F;&#x2F;github.com&#x2F;edg-l&#x2F;nom-bencode&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Parsing compressed files efficiently with Rust</title>
        <published>2022-01-06T00:00:00+00:00</published>
        <updated>2022-01-06T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/zstd-streaming-in-rust/"/>
        <id>https://edgl.dev/blog/zstd-streaming-in-rust/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/zstd-streaming-in-rust/">&lt;p&gt;I recently wanted to create a tool to create plots showing concurrent players each day on the open-source game &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;ddnet.tw&#x2F;&quot;&gt;DDraceNetwork&lt;&#x2F;a&gt; (DDNet for short).&lt;&#x2F;p&gt;
&lt;p&gt;DDNet hosts an HTTP &quot;master server&quot;, which is what the game client uses to fetch information about game servers they can join.
Thankfully they keep online the master server status of &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;ddnet.tw&#x2F;stats&#x2F;master&#x2F;&quot;&gt;previous days&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Each &lt;code&gt;.tar.zstd&lt;&#x2F;code&gt; file contains a JSON file every 5 seconds starting from 00:00 to 23:59 which has information about all servers and players within those servers at that current time.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;the-problem&quot;&gt;The problem&lt;&#x2F;h2&gt;
&lt;p&gt;These files, while compressed use only about ~8mb, but they are very efficiently compressed, when decompressed they take about 7gb.&lt;&#x2F;p&gt;
&lt;p&gt;So if we don&#x27;t want to use a lot of disk space or memory we need to parse the data in a streaming way.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;the-libraries&quot;&gt;The libraries&lt;&#x2F;h2&gt;
&lt;p&gt;We will use the following libraries to achieve this:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;lib.rs&#x2F;crates&#x2F;tar&quot;&gt;tar&lt;&#x2F;a&gt;: To read the entries of the tar archive.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;lib.rs&#x2F;crates&#x2F;zstd&quot;&gt;zstd&lt;&#x2F;a&gt;: To decompress the files.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;lib.rs&#x2F;crates&#x2F;ureq&quot;&gt;ureq&lt;&#x2F;a&gt;: To get the archives.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;h2 id=&quot;fetching-the-data&quot;&gt;Fetching the data&lt;&#x2F;h2&gt;
&lt;p&gt;With ureq we can fetch the data easily:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; resp&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ureq&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;get&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;https:&#x2F;&#x2F;ddnet.tw&#x2F;stats&#x2F;master&#x2F;2022-01-04.tar.zstd&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;call&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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;processing-the-data&quot;&gt;Processing the data&lt;&#x2F;h2&gt;
&lt;p&gt;In Rust i&#x2F;o operations are modeled around 2 traits: &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;doc.rust-lang.org&#x2F;std&#x2F;io&#x2F;trait.Read.html&quot;&gt;Read&lt;&#x2F;a&gt; and &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;doc.rust-lang.org&#x2F;std&#x2F;io&#x2F;trait.Write.html&quot;&gt;Write&lt;&#x2F;a&gt;,
thanks to this it&#x27;s really ergonomic to use both libraries (tar and zstd) together.&lt;&#x2F;p&gt;
&lt;p&gt;Now we convert the response into a Reader and pass it to the zstd &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.rs&#x2F;zstd&#x2F;0.9.0+zstd.1.5.0&#x2F;zstd&#x2F;stream&#x2F;read&#x2F;struct.Decoder.html&quot;&gt;Decoder&lt;&#x2F;a&gt;, which takes anything that implements &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;doc.rust-lang.org&#x2F;std&#x2F;io&#x2F;trait.Read.html&quot;&gt;Read&lt;&#x2F;a&gt;,
it also wraps it around a &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;doc.rust-lang.org&#x2F;nightly&#x2F;std&#x2F;io&#x2F;struct.BufReader.html&quot;&gt;BufReader&lt;&#x2F;a&gt; for buffered reading.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; decoder&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; zstd&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;stream&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Decoder&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(resp&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;into_reader&lt;&#x2F;span&gt;&lt;span&gt;())&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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;Now we need to pass this &lt;code&gt;decoder&lt;&#x2F;code&gt; to tar to get its entries:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let mut&lt;&#x2F;span&gt;&lt;span&gt; archive&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; tar&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Archive&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;new&lt;&#x2F;span&gt;&lt;span&gt;(decoder);&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; Loop over the entries&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;for&lt;&#x2F;span&gt;&lt;span&gt; entry&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; in&lt;&#x2F;span&gt;&lt;span&gt; archive&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;entries&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; entry&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; entry&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&lt;&#x2F;span&gt;&lt;span&gt;();&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; path&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; entry&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;path&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;unwrap&lt;&#x2F;span&gt;&lt;span&gt;();&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; filename&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; path&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;file_name&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;expect&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;exist&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; process each entry&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;Here entry implements Read too, in our case each entry is a json file, we could parse it this way, for example using &lt;code&gt;serde&lt;&#x2F;code&gt; and &lt;code&gt;simd_json&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;let&lt;&#x2F;span&gt;&lt;span&gt; data&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ServerList&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; simd_json&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;from_reader&lt;&#x2F;span&gt;&lt;span&gt;(entry)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;expect&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;parse json&amp;quot;&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;This way, we are parsing each file efficiently while using almost no memory thanks to the streaming nature of these operations.&lt;&#x2F;p&gt;
&lt;p&gt;This all fits really well thanks to the design of &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;doc.rust-lang.org&#x2F;std&#x2F;io&#x2F;trait.Read.html&quot;&gt;Read&lt;&#x2F;a&gt; and &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;doc.rust-lang.org&#x2F;std&#x2F;io&#x2F;trait.Write.html&quot;&gt;Write&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;the-tool&quot;&gt;The tool&lt;&#x2F;h2&gt;
&lt;p&gt;Here is the source code of the tool: &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;edg-l&#x2F;teemasterparser&quot;&gt;https:&#x2F;&#x2F;github.com&#x2F;edg-l&#x2F;teemasterparser&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;p&gt;And an image of the result:&lt;&#x2F;p&gt;
&lt;img src=&quot;https:&#x2F;&#x2F;github.com&#x2F;edg-l&#x2F;teemasterparser&#x2F;raw&#x2F;master&#x2F;example.svg&quot; width=&quot;100%&quot;&gt;
&lt;p&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;www.reddit.com&#x2F;r&#x2F;rust&#x2F;comments&#x2F;rxav4e&#x2F;parsing_compressed_files_efficiently_with_rust&#x2F;&quot;&gt;Discussion on reddit.&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>The Rust dbg! macro</title>
        <published>2021-07-25T00:00:00+00:00</published>
        <updated>2021-07-25T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/rust-dbg-macro/"/>
        <id>https://edgl.dev/blog/rust-dbg-macro/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/rust-dbg-macro/">&lt;p&gt;The &lt;code&gt;dbg!&lt;&#x2F;code&gt; macro is a useful macro to debug, and I think a not well known one, not to be confused with debug logs using format strings, this macro is useful when you are about to put &lt;code&gt;println&lt;&#x2F;code&gt; calls everywhere in your code to know if it reached a path, what value a variable has, etc.&lt;&#x2F;p&gt;
&lt;p&gt;It uses the &lt;code&gt;Debug&lt;&#x2F;code&gt; trait implementation of the type of the given expression.&lt;&#x2F;p&gt;
&lt;p&gt;Since Rust is an expression oriented language, you can use this macro nearly everywhere:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; factorial&lt;&#x2F;span&gt;&lt;span&gt;(n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; u32&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; u32&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    if&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; dbg!&lt;&#x2F;span&gt;&lt;span&gt;(n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;lt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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 style=&quot;color: #FFB454;&quot;&gt;        dbg!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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&gt;    }&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; else&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;        dbg!&lt;&#x2F;span&gt;&lt;span&gt;(n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; *&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; factorial&lt;&#x2F;span&gt;&lt;span&gt;(n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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&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 style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&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 style=&quot;color: #FFB454;&quot;&gt;    dbg!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;factorial&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;4&lt;&#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;This outputs the following:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;plain&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[src&#x2F;main.rs:2] n &amp;lt;= 1 = false&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[src&#x2F;main.rs:2] n &amp;lt;= 1 = false&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[src&#x2F;main.rs:2] n &amp;lt;= 1 = false&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[src&#x2F;main.rs:2] n &amp;lt;= 1 = true&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[src&#x2F;main.rs:3] 1 = 1&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[src&#x2F;main.rs:5] n * factorial(n - 1) = 2&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[src&#x2F;main.rs:5] n * factorial(n - 1) = 6&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[src&#x2F;main.rs:5] n * factorial(n - 1) = 24&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[src&#x2F;main.rs:10] factorial(4) = 24&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Using this macro without any argument will print the current file and line number.&lt;&#x2F;p&gt;
&lt;p&gt;One thing to be aware is that this macro moves the input, in cases where this is a problem it&#x27;s useful to borrow.&lt;&#x2F;p&gt;
&lt;p&gt;Sources:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;doc.rust-lang.org&#x2F;std&#x2F;macro.dbg.html&quot;&gt;https:&#x2F;&#x2F;doc.rust-lang.org&#x2F;std&#x2F;macro.dbg.html&lt;&#x2F;a&gt;&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Wrapping errors in Rust</title>
        <published>2021-01-24T00:00:00+00:00</published>
        <updated>2021-01-24T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/wrapping-errors-in-rust/"/>
        <id>https://edgl.dev/blog/wrapping-errors-in-rust/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/wrapping-errors-in-rust/">&lt;p&gt;While I was developing a rust crate (&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;edg-l&#x2F;paypal-rs&quot;&gt;paypal-rs&lt;&#x2F;a&gt;) I noticed my error handling was pretty bad.&lt;&#x2F;p&gt;
&lt;p&gt;In that crate I had to handle 2 different types of errors:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;HTTP related errors, in this case &lt;code&gt;reqwest::Error&lt;&#x2F;code&gt;&lt;&#x2F;li&gt;
&lt;li&gt;Paypal API errors, which I represent with my own struct &lt;code&gt;PaypalError&lt;&#x2F;code&gt;.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
&lt;p&gt;Initially I used &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;dtolnay&#x2F;anyhow&quot;&gt;anyhow&lt;&#x2F;a&gt; but then I found out this is pretty much only good to be used on binary applications, not in libraries.&lt;&#x2F;p&gt;
&lt;p&gt;The way to make this nice and clean for the library consumers is to wrap the errors.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;wrapping-the-errors&quot;&gt;Wrapping the errors&lt;&#x2F;h2&gt;
&lt;p&gt;First we need to know which errors need to be wrapped, in my case I have &lt;code&gt;PaypalError&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F;&#x2F; A paypal api response error.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#[derive(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Debug&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Serialize&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Deserialize&lt;&#x2F;span&gt;&lt;span&gt;)]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; PaypalError&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; ...&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; implement Error and Display for PaypalError...&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;And then an error from the reqwest library: &lt;code&gt;reqwest::Error&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;First we create an enum to represent all possible errors in our library:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;#[derive(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Debug&lt;&#x2F;span&gt;&lt;span&gt;)]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub enum&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ResponseError&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F;&#x2F; paypal api error.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;    ApiError&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;PaypalError&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F;&#x2F; http error.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;    HttpError&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;reqwest&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;And as with any error, we have to implement &lt;code&gt;Error&lt;&#x2F;code&gt; and &lt;code&gt;fmt::Display&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; fmt&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Display&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; for&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ResponseError&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; fmt&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;, f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;: &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; fmt&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Formatter&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;_&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; fmt&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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 style=&quot;color: #FF8F40;&quot;&gt;        match&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&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 style=&quot;color: #59C2FF;&quot;&gt;            ResponseError&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;ApiError&lt;&#x2F;span&gt;&lt;span&gt;(e)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; write!&lt;&#x2F;span&gt;&lt;span&gt;(f,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;{}&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;, e),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;            ResponseError&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;HttpError&lt;&#x2F;span&gt;&lt;span&gt;(e)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; write!&lt;&#x2F;span&gt;&lt;span&gt;(f,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;{}&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;, e),&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 style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; for&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ResponseError&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; Implement this to return the lower level source of this Error.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; source&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;self&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;dyn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Error&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; +&lt;&#x2F;span&gt;&lt;span&gt; &amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;static&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 style=&quot;color: #FF8F40;&quot;&gt;        match&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&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 style=&quot;color: #59C2FF;&quot;&gt;            ResponseError&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;ApiError&lt;&#x2F;span&gt;&lt;span&gt;(e)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Some&lt;&#x2F;span&gt;&lt;span&gt;(e),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;            ResponseError&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;HttpError&lt;&#x2F;span&gt;&lt;span&gt;(e)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Some&lt;&#x2F;span&gt;&lt;span&gt;(e),&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;Now we should make all the functions that return a Result use the new Error type, this will also give consistency to all our functions.&lt;&#x2F;p&gt;
&lt;p&gt;However, right now we can&#x27;t use &lt;code&gt;?&lt;&#x2F;code&gt; directly on our wrapped Errors:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F;&#x2F; func_call_returns_error() returns a Result&amp;lt;(), reqwest::Error&amp;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 style=&quot;color: #FF8F40;&quot;&gt;pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; some_func&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Result&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(),&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ResponseError&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; Won&amp;#39;t work, because the error returned is not ResponseError and has no From implementation!&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; func_call_returns_error()?&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F; However we can map it.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;    func_call_returns_error&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;map_err&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;ResponseError&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;HttpError&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #59C2FF;&quot;&gt;    Ok&lt;&#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;implementing-from-on-the-wrapped-errors&quot;&gt;Implementing From on the wrapped errors&lt;&#x2F;h2&gt;
&lt;p&gt;To solve this, we have to implement &lt;code&gt;From&amp;lt;PaypalError&amp;gt;&lt;&#x2F;code&gt; and &lt;code&gt;From&amp;lt;reqwest::Error&amp;gt;&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; From&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;PaypalError&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; for&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ResponseError&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; from&lt;&#x2F;span&gt;&lt;span&gt;(e&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; PaypalError&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&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 style=&quot;color: #59C2FF;&quot;&gt;        ResponseError&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;ApiError&lt;&#x2F;span&gt;&lt;span&gt;(e)&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 style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; From&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;reqwest&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; for&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ResponseError&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; from&lt;&#x2F;span&gt;&lt;span&gt;(e&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; reqwest&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&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 style=&quot;color: #59C2FF;&quot;&gt;        ResponseError&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;HttpError&lt;&#x2F;span&gt;&lt;span&gt;(e)&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 now our code becomes like this:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; some_func&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Result&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;(),&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ResponseError&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 style=&quot;color: #FFB454;&quot;&gt;    func_call_returns_error&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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 style=&quot;color: #59C2FF;&quot;&gt;    Ok&lt;&#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;the-library-to-skip-all-this-process&quot;&gt;The library to skip all this process&lt;&#x2F;h2&gt;
&lt;p&gt;There is a library called &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;dtolnay&#x2F;thiserror&quot;&gt;thiserror&lt;&#x2F;a&gt;, which implements macros to make this process a breeze, here is how our code ends up if we use this library:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;use&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; thiserror&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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&gt;#[derive(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Error&lt;&#x2F;span&gt;&lt;span&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Debug&lt;&#x2F;span&gt;&lt;span&gt;)]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;pub enum&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; ResponseError&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F;&#x2F; A paypal api error.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    #[error(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;api error {0}&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 style=&quot;color: #FFB454;&quot;&gt;    ApiError&lt;&#x2F;span&gt;&lt;span&gt;(#[from]&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; PaypalError&lt;&#x2F;span&gt;&lt;span&gt;),&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F;&#x2F; A http error.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    #[error(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;http error {0}&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 style=&quot;color: #FFB454;&quot;&gt;    HttpError&lt;&#x2F;span&gt;&lt;span&gt;(#[from]&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; reqwest&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;And that&#x27;s all the code we need!&lt;&#x2F;p&gt;
&lt;p&gt;This is equal (or maybe even better) than our previous code, the best is that it is entirely transparent, the library consumers won&#x27;t even know &lt;code&gt;thiserror&lt;&#x2F;code&gt; was used, quoting their github:&lt;&#x2F;p&gt;
&lt;blockquote&gt;
&lt;p&gt;Thiserror deliberately does not appear in your public API. You get the same thing as if you had written an implementation of std::error::Error by hand, and switching from handwritten impls to thiserror or vice versa is not a breaking change.&lt;&#x2F;p&gt;
&lt;&#x2F;blockquote&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Implementing a chat command in DDraceNetwork</title>
        <published>2020-12-04T00:00:00+00:00</published>
        <updated>2020-12-04T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/chat-command-ddracenetwork/"/>
        <id>https://edgl.dev/blog/chat-command-ddracenetwork/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/chat-command-ddracenetwork/">&lt;p&gt;This is the part 3 of my series of articles about coding in DDraceNetwork, you can find the first article &lt;a href=&quot;&#x2F;blog&#x2F;intro-to-ddnet&quot;&gt;here&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;We will implement a command that shows info about our player: &lt;code&gt;&#x2F;aboutme &amp;lt;times&amp;gt;&lt;&#x2F;code&gt;&lt;&#x2F;p&gt;
&lt;p&gt;Times will be how many times we print this info.&lt;&#x2F;p&gt;
&lt;p&gt;Go to &lt;code&gt;src&#x2F;game&#x2F;server&#x2F;ddracechat.h&lt;&#x2F;code&gt;&lt;&#x2F;p&gt;
&lt;p&gt;Here you can see all the chat commands, they are created using a macro.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;the-chat-command-macro&quot;&gt;The chat command macro&lt;&#x2F;h2&gt;
&lt;p&gt;The macro looks like this:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;#define&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; CHAT_COMMAND&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;name&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; params&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; flags&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; callback&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; userdata&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; help&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 first field is the name of the command, we will create a command called &quot;aboutme&quot;.&lt;&#x2F;p&gt;
&lt;p&gt;The second field is the command parameters, it uses a special syntax:&lt;&#x2F;p&gt;
&lt;p&gt;Add a &lt;code&gt;?&lt;&#x2F;code&gt; if it&#x27;s optional.&lt;&#x2F;p&gt;
&lt;p&gt;A &lt;code&gt;i&lt;&#x2F;code&gt; for integers, &lt;code&gt;s&lt;&#x2F;code&gt; for a string, &lt;code&gt;r&lt;&#x2F;code&gt; for &quot;everything else&quot;.&lt;&#x2F;p&gt;
&lt;p&gt;You can give a hint by using &lt;code&gt;[]&lt;&#x2F;code&gt;, like &lt;code&gt;r[player name]&lt;&#x2F;code&gt; or possible values &lt;code&gt;?i[&#x27;0&#x27;|&#x27;1&#x27;|&#x27;2&#x27;]&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;The next field are the flags, for server-side chat commands they are always:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;CFGFLAG_CHAT &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span&gt; CFGFLAG_SERVER&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Then comes the name of our method, usually prefixed by Con: &lt;code&gt;ConRules&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Next field is userdata, always pass &lt;code&gt;this&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Then comes the help text, put whathever you see fit.&lt;&#x2F;p&gt;
&lt;p&gt;We will use this command definition:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;CHAT_COMMAND&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;aboutme&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;?i[times]&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; CFGFLAG_CHAT &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;|&lt;&#x2F;span&gt;&lt;span&gt; CFGFLAG_SERVER&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&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;        ConAboutMe&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; this&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;Show info about yourself&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h2 id=&quot;adding-the-static-method&quot;&gt;Adding the static method&lt;&#x2F;h2&gt;
&lt;p&gt;We added &lt;code&gt;ConAboutMe&lt;&#x2F;code&gt; on the CHAT_COMMAND macro, now we need to implement it.&lt;&#x2F;p&gt;
&lt;p&gt;First go to &lt;code&gt;src&#x2F;game&#x2F;server&#x2F;gamecontext.h&lt;&#x2F;code&gt; and under the last static Con command you see add it:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; ...&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;static void&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; ConFreezeHammer&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;IConsole&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;IResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; *&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;pResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; void *&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;pUserData&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;static void&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; ConUnFreezeHammer&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;IConsole&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;IResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; *&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;pResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; void *&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;pUserData&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; Here!&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;static void&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; ConAboutMe&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;IConsole&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;IResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; *&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;pResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; void *&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;pUserData&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h2 id=&quot;implementing-the-chat-command&quot;&gt;Implementing the chat command&lt;&#x2F;h2&gt;
&lt;p&gt;Then to implement it we go to &lt;code&gt;src&#x2F;game&#x2F;server&#x2F;ddracechat.cpp&lt;&#x2F;code&gt; and add it to the end:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;void&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; CGameContext&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;ConAboutMe&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;IConsole&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;IResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; *&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;pResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; void *&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;pUserData&lt;&#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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;    &#x2F;&#x2F;&#x2F; The following code will be added here.&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;As you have seen, ConAboutMe is a static method, so in order to get hold of a CGameContext instance which lets us access all the information, we need to get it from &lt;code&gt;pUserData&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;CGameContext &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;*&lt;&#x2F;span&gt;&lt;span&gt;pSelf &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span&gt; (CGameContext &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;*&lt;&#x2F;span&gt;&lt;span&gt;)pUserData&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Here &lt;code&gt;pResult&lt;&#x2F;code&gt; holds information about the caller client id, the number of arguments and how to get them.&lt;&#x2F;p&gt;
&lt;p&gt;Just to be on the safe side, we check that the ClientID we got is actually valid:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;if&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;!&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;CheckClientID&lt;&#x2F;span&gt;&lt;span&gt;(pResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;m_ClientID))&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    return&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;blockquote&gt;
&lt;p&gt;When you are new to the ddnet codebase, a really useful thing to do is to check how similar things you are doing are implemented, in our case there are a lot of other chat commands and just by looking at their implementations we can learn lot of things, like checking the client id, how to print to the console, chat, etc...&lt;&#x2F;p&gt;
&lt;&#x2F;blockquote&gt;
&lt;p&gt;Now we will handle our optional argument &quot;times&quot;, which tells us how many times we will print this information.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;int&lt;&#x2F;span&gt;&lt;span&gt; Times &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 1&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&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 style=&quot;color: #FF8F40;&quot;&gt;if&lt;&#x2F;span&gt;&lt;span&gt;(pResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;NumArguments&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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;    Times &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span&gt; pResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;GetInteger&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&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 style=&quot;color: #FF8F40;&quot;&gt;if&lt;&#x2F;span&gt;&lt;span&gt;(Times &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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&gt;    Times &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 1&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;As you can see &lt;code&gt;pResult&lt;&#x2F;code&gt; has some handy methods, aside from those 2 seen in the snippet, you can also get a float, string and a color. You can find out more &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;ddnet&#x2F;ddnet&#x2F;blob&#x2F;516c1cc59986fee338710c215a7dc0c9f318faec&#x2F;src&#x2F;engine&#x2F;console.h#L37&quot;&gt;here&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;In our command we want to get the following information: name, client version, team and position.&lt;&#x2F;p&gt;
&lt;p&gt;The player is always present while the character is only present if the player has a physical body (the tee).&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;const char&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; *&lt;&#x2F;span&gt;&lt;span&gt;pName &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span&gt; pSelf&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;Server&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;ClientName&lt;&#x2F;span&gt;&lt;span&gt;(pResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;m_ClientID)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;int&lt;&#x2F;span&gt;&lt;span&gt; ClientVersion &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span&gt; pSelf&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;GetClientVersion&lt;&#x2F;span&gt;&lt;span&gt;(pResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;m_ClientID)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;int&lt;&#x2F;span&gt;&lt;span&gt; Team &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span&gt; pSelf&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;GetDDRaceTeam&lt;&#x2F;span&gt;&lt;span&gt;(pResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;m_ClientID)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;CPlayer &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;*&lt;&#x2F;span&gt;&lt;span&gt;pPlayer &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span&gt; pSelf&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;m_apPlayers[pResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;m_ClientID]&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; Check if it&amp;#39;s null&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;if&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;!&lt;&#x2F;span&gt;&lt;span&gt;pPlayer)&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 style=&quot;color: #FFB454;&quot;&gt;    dbg_msg&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;chat-about-me&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;Player not found!&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    return&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;CCharacter &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;*&lt;&#x2F;span&gt;&lt;span&gt;pChar &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span&gt; pPlayer&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;GetCharacter&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; Check if it&amp;#39;s null&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;if&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;!&lt;&#x2F;span&gt;&lt;span&gt;pChar)&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 style=&quot;color: #FFB454;&quot;&gt;    dbg_msg&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;chat-about-me&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;Character not found! Player may be dead or spectating.&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    return&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&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;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;You can see we use &lt;code&gt;dbg_msg&lt;&#x2F;code&gt; to print debug messages, an alternative is to print to console, but I recommend using &lt;code&gt;dbg_msg&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;Some methods to get information may not be on the class CGameContext, for example with the player name, we had to access the IServer class with the method &lt;code&gt;Server()&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;That said, now we send the chat message:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;char&lt;&#x2F;span&gt;&lt;span&gt; aBuf[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;256&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;str_format&lt;&#x2F;span&gt;&lt;span&gt;(aBuf&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; sizeof&lt;&#x2F;span&gt;&lt;span&gt;(aBuf)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;        &amp;quot;Name: &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;%s&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; | &amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;        &amp;quot;ID: &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;%d&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; | &amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;        &amp;quot;Version: &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;%d&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; | &amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;        &amp;quot;Team: &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;%d&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; | &amp;quot;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;        &amp;quot;Current position: &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;%f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;, &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;%f&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        pName&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        pResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;m_ClientID&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        ClientVersion&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        Team&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;        pChar&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;m_Pos&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;x&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; pChar&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;m_Pos&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;y)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&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 style=&quot;color: #FF8F40;&quot;&gt;for&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;int&lt;&#x2F;span&gt;&lt;span&gt; i &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;span&gt; i &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span&gt; Times&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;span&gt; i&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&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&gt;    pSelf&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;SendChatTarget&lt;&#x2F;span&gt;&lt;span&gt;(pResult&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;-&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt;m_ClientID&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; aBuf)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&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;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;We format our message with &lt;code&gt;str_format&lt;&#x2F;code&gt; and send it with the method &lt;code&gt;SendChatTarget&lt;&#x2F;code&gt; and the client id we get from &lt;code&gt;pResult&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;And we can test it in the game:&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;&#x2F;img&#x2F;ddnet_chat_cmd.png&quot; alt=&quot;The result&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;h2 id=&quot;more-to-come&quot;&gt;More to come&lt;&#x2F;h2&gt;
&lt;ul&gt;
&lt;li&gt;Implementing a rcon command&lt;&#x2F;li&gt;
&lt;li&gt;Adding configuration options to the client.&lt;&#x2F;li&gt;
&lt;li&gt;Modify the menus to show a label and a button&#x2F;checkbox&#x2F;slider for the previously added options.&lt;&#x2F;li&gt;
&lt;li&gt;Add a new network packet.&lt;&#x2F;li&gt;
&lt;li&gt;Add a new map tile.&lt;&#x2F;li&gt;
&lt;li&gt;Any other idea I may get in the future.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Rust Iterators: Fibonacci series</title>
        <published>2020-12-01T00:00:00+00:00</published>
        <updated>2020-12-01T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/rust-iterator-fibonacci/"/>
        <id>https://edgl.dev/blog/rust-iterator-fibonacci/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/rust-iterator-fibonacci/">&lt;p&gt;In this article we will implement an iterator that generates Fibonacci numbers,
where each number is the sum of the preceding ones, starting with 0 and 1.&lt;&#x2F;p&gt;
&lt;p&gt;First we define our data structure:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;struct&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Fibonacci&lt;&#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;    a&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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&gt;    b&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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&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 style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Fibonacci&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; new&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&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 style=&quot;color: #59C2FF;&quot;&gt;        Fibonacci&lt;&#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;            a&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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&gt;            b&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&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;Here a and b represent the preceding numbers.&lt;&#x2F;p&gt;
&lt;p&gt;To implement the iterator we need to implement the &lt;code&gt;std::iter::Iterator&lt;&#x2F;code&gt; trait.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;trait&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Iterator&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    type&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Item&lt;&#x2F;span&gt;&lt;span&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; next&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;Self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Item&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;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Thus, we have to import it:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;use&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; std&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;iter&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Iterator&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;We need to define the type Item and implement &lt;code&gt;next()&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;impl&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Iterator&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; for&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Fibonacci&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    type&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Item&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&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 style=&quot;color: #FF8F40;&quot;&gt;    fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; next&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;mut&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; -&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Option&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;Self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;Item&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 style=&quot;color: #FF8F40;&quot;&gt;        let&lt;&#x2F;span&gt;&lt;span&gt; r&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;b;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;        self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;b &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt; self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;a;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #39BAE6;font-style: italic;&quot;&gt;        self&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;a &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;+=&lt;&#x2F;span&gt;&lt;span&gt; r;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;        Some&lt;&#x2F;span&gt;&lt;span&gt;(r)&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;Since fibonacci series are infinite, we always return &lt;code&gt;Some()&lt;&#x2F;code&gt;, but if you implement a non-infinite iterator you will have to return None at some point.&lt;&#x2F;p&gt;
&lt;p&gt;And then to see how it works:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;rust&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;fn&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&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 style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; fib&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Fibonacci&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;::&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;	&#x2F;&#x2F; Take 20 fibonacci numbers and put them into a vector.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    let&lt;&#x2F;span&gt;&lt;span&gt; result&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; Vec&lt;&#x2F;span&gt;&lt;span&gt;&amp;lt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;u64&lt;&#x2F;span&gt;&lt;span&gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; fib&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;take&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;20&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;collect&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 style=&quot;color: #FFB454;&quot;&gt;    println!&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;{:?}&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;, result);&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;Which outputs:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;plain&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377, 610, 987, 1597, 2584, 4181]&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Code conventions in DDraceNetwork</title>
        <published>2020-11-28T00:00:00+00:00</published>
        <updated>2020-11-28T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/code-conventions-in-ddnet/"/>
        <id>https://edgl.dev/blog/code-conventions-in-ddnet/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/code-conventions-in-ddnet/">&lt;p&gt;This is the part 2 of my series of articles about coding in DDraceNetwork, you can find the previous one &lt;a href=&quot;&#x2F;blog&#x2F;intro-to-ddnet&quot;&gt;here&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;what-are-coding-conventions&quot;&gt;What are coding conventions?&lt;&#x2F;h2&gt;
&lt;p&gt;They are a set of rules that dictate how the code should be written, so that the code style is consistent among the codebase.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;ddnet-naming-conventions&quot;&gt;DDNet naming conventions&lt;&#x2F;h2&gt;
&lt;p&gt;&lt;em&gt;Note: There is an ongoing discussion about variable naming, find out more &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;ddnet&#x2F;ddnet&#x2F;issues&#x2F;2945&quot;&gt;here&lt;&#x2F;a&gt;.&lt;&#x2F;em&gt;&lt;&#x2F;p&gt;
&lt;p&gt;Currently, this is how we name things:&lt;&#x2F;p&gt;
&lt;h2 id=&quot;classes-and-structs&quot;&gt;Classes and structs&lt;&#x2F;h2&gt;
&lt;p&gt;They are prefixed with &lt;code&gt;C&lt;&#x2F;code&gt; and followed by a capital letter, like &lt;code&gt;CController&lt;&#x2F;code&gt;, if the class is meant to be an interface it is prefixed by &lt;code&gt;I&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;enum-constants&quot;&gt;Enum constants&lt;&#x2F;h2&gt;
&lt;p&gt;They must be all screaming snake case like: &lt;code&gt;MAX_PLAYERS&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;variable-naming&quot;&gt;Variable naming&lt;&#x2F;h2&gt;
&lt;p&gt;The name is divided in 3 parts: qualifier, prefix and name.&lt;&#x2F;p&gt;
&lt;p&gt;Common qualifiers: &lt;code&gt;m&lt;&#x2F;code&gt; for member variables, &lt;code&gt;s&lt;&#x2F;code&gt; for static variables.&lt;&#x2F;p&gt;
&lt;p&gt;There is also &lt;code&gt;g&lt;&#x2F;code&gt; for global variables with external linkage.&lt;&#x2F;p&gt;
&lt;p&gt;If, the qualifier is not empty it is followed by an underscore.&lt;&#x2F;p&gt;
&lt;p&gt;Example: &lt;code&gt;ms_YourVariable&lt;&#x2F;code&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;There are 2 common type prefixes: &lt;code&gt;p&lt;&#x2F;code&gt; for pointers, &lt;code&gt;a&lt;&#x2F;code&gt; for arrays and &lt;code&gt;fn&lt;&#x2F;code&gt; for functions, note that you can stack the prefixes for example in the case of a pointer to a pointer.&lt;&#x2F;p&gt;
&lt;p&gt;Example: &lt;code&gt;pMyPointer&lt;&#x2F;code&gt;, &lt;code&gt;aBuf&lt;&#x2F;code&gt;, &lt;code&gt;ppArgs&lt;&#x2F;code&gt;, &lt;code&gt;m_pCharacter&lt;&#x2F;code&gt;, &lt;code&gt;m_pfnMyCallback&lt;&#x2F;code&gt;, &lt;code&gt;m_papfnMyPointerToArrayOfCallbacks&lt;&#x2F;code&gt;&lt;&#x2F;p&gt;
&lt;p&gt;The first letter of the variable must be uppercase.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;common-idioms&quot;&gt;Common idioms.&lt;&#x2F;h2&gt;
&lt;p&gt;The following snippet is very common in ddnet code:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cpp&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;char&lt;&#x2F;span&gt;&lt;span&gt; aBuf[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;128&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;str_format&lt;&#x2F;span&gt;&lt;span&gt;(aBuf&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; sizeof&lt;&#x2F;span&gt;&lt;span&gt;(aBuf)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;number: &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;%d&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 2&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;This is how we format strings, and it&#x27;s used everywhere (str_format is defined in system.h).&lt;&#x2F;p&gt;
&lt;p&gt;I will add more here when I find&#x2F;remember more.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;more-to-come&quot;&gt;More to come&lt;&#x2F;h2&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&quot;&#x2F;blog&#x2F;chat-command-ddracenetwork&quot;&gt;Implementing a chat command&lt;&#x2F;a&gt;&lt;&#x2F;li&gt;
&lt;li&gt;Implementing a rcon command&lt;&#x2F;li&gt;
&lt;li&gt;Adding configuration options to the client.&lt;&#x2F;li&gt;
&lt;li&gt;Modify the menus to show a label and a button&#x2F;checkbox&#x2F;slider for the previously added options.&lt;&#x2F;li&gt;
&lt;li&gt;Add a new network packet.&lt;&#x2F;li&gt;
&lt;li&gt;Add a new map tile.&lt;&#x2F;li&gt;
&lt;li&gt;Any other idea I may get in the future.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Creating precompiled headers with cmake</title>
        <published>2020-11-12T00:00:00+00:00</published>
        <updated>2020-11-12T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/cmake-precompiled-headers/"/>
        <id>https://edgl.dev/blog/cmake-precompiled-headers/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/cmake-precompiled-headers/">&lt;h2 id=&quot;what-are-precompiled-headers&quot;&gt;What are precompiled headers?&lt;&#x2F;h2&gt;
&lt;p&gt;They are a partially processed version of header files, this speeds up compilation because it doesn&#x27;t have to repeatedly parse the original header.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;how-to-use-it&quot;&gt;How to use it&lt;&#x2F;h2&gt;
&lt;p&gt;The way to do it is to pass the header files you want precompiled to the &lt;code&gt;target_precompile_headers&lt;&#x2F;code&gt; command.&lt;&#x2F;p&gt;
&lt;p&gt;Imagine this folder structure:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;plain&quot;&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;├── CMakeLists.txt&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;└── src&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    ├── header.h&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    └── main.cpp&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;1 directory, 3 files&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Now we create a very basic CMakeLists.txt:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cmake&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;cmake_minimum_required&lt;&#x2F;span&gt;&lt;span&gt;(VERSION 3.16)&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 style=&quot;color: #FF8F40;&quot;&gt;project&lt;&#x2F;span&gt;&lt;span&gt;(MyProject)&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 style=&quot;color: #FF8F40;&quot;&gt;set&lt;&#x2F;span&gt;&lt;span&gt;(HEADER_FILES&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;	src&#x2F;header.h)&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 style=&quot;color: #FF8F40;&quot;&gt;set&lt;&#x2F;span&gt;&lt;span&gt;(SOURCE_FILES&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;	src&#x2F;main.cpp&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;	${HEADER_FILES}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;	)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;include_directories&lt;&#x2F;span&gt;&lt;span&gt;(src)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;add_executable&lt;&#x2F;span&gt;&lt;span&gt;(MyProject &lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;${SOURCE_FILES}&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;Notice we require a minimum cmake version of 3.16, this is due to &lt;code&gt;target_precompile_headers&lt;&#x2F;code&gt; being added in that version.&lt;&#x2F;p&gt;
&lt;p&gt;We add the command after the &lt;code&gt;add_executable&lt;&#x2F;code&gt; instruction to the private scope.&lt;&#x2F;p&gt;
&lt;p&gt;It&#x27;s recommended to use the private scope to prevent precompiled headers appearing in an installed target, consumers should decide whether they want to use precompiled headers or not.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cmake&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;target_precompile_headers(MyProject PRIVATE&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; ${HEADER_FILES}&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;When compiling you can see now that it indeed compiles the headers:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;plain&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;Scanning dependencies of target MyProject&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[ 33%] Building CXX object CMakeFiles&#x2F;MyProject.dir&#x2F;cmake_pch.hxx.gch&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[ 66%] Building CXX object CMakeFiles&#x2F;MyProject.dir&#x2F;src&#x2F;main.cpp.o&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[100%] Linking CXX executable MyProject&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;[100%] Built target MyProject&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;</content>
        
    </entry>
    <entry xml:lang="en">
        <title>What&#x27;s new in Python 3.9</title>
        <published>2020-11-10T00:00:00+00:00</published>
        <updated>2020-11-10T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/whats-new-in-python-3-9/"/>
        <id>https://edgl.dev/blog/whats-new-in-python-3-9/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/whats-new-in-python-3-9/">&lt;h2 id=&quot;python-3-9&quot;&gt;Python 3.9&lt;&#x2F;h2&gt;
&lt;p&gt;Python 3.9 has been released on October 5, 2020.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;add-union-operators-to-dict-pep-584&quot;&gt;Add Union Operators To dict (PEP 584)&lt;&#x2F;h2&gt;
&lt;p&gt;This allows the union operation to be performed on dicts:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;python&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; a&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;x&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 1&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;#39;y&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 2&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;#39;z&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 3&lt;&#x2F;span&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; e&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; {&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;w&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;#39;hello world&amp;#39;&lt;&#x2F;span&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; a&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; |&lt;&#x2F;span&gt;&lt;span&gt; e&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 style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;x&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 1&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;#39;y&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 2&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;#39;z&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 3&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;#39;w&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;#39;hello world&amp;#39;&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;And also:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;python&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; x&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; a&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; x&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 style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;x&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 1&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;#39;y&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 2&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;#39;z&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 3&lt;&#x2F;span&gt;&lt;span&gt;}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; x&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; |=&lt;&#x2F;span&gt;&lt;span&gt; e&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; x&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 style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;x&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 1&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;#39;y&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 2&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;#39;z&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 3&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;#39;w&amp;#39;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;#39;hello world&amp;#39;&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;type-hinting-generics-in-standard-collections-pep-585&quot;&gt;Type Hinting Generics In Standard Collections (PEP 585)&lt;&#x2F;h2&gt;
&lt;p&gt;This feature enables type hinting using the standard collections without having to rely on the &lt;code&gt;typings&lt;&#x2F;code&gt; module.&lt;&#x2F;p&gt;
&lt;p&gt;Previously to type hint a list you would do:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;python&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;from&lt;&#x2F;span&gt;&lt;span&gt; typings&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; import&lt;&#x2F;span&gt;&lt;span&gt; List&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 style=&quot;color: #FF8F40;&quot;&gt;def&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; somefunc&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;a&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span&gt; List[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;&quot;&gt;int&lt;&#x2F;span&gt;&lt;span&gt;]):&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pass&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Now you can use the standard type:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;python&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;def&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; somefunc&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;a&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span&gt; list[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;&quot;&gt;int&lt;&#x2F;span&gt;&lt;span&gt;]):&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pass&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;From this version, importing &lt;strong&gt;collections&lt;&#x2F;strong&gt; from &lt;code&gt;typings&lt;&#x2F;code&gt; is deprecated, and they will be removed in 5 years.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;flexible-function-and-variable-annotations-pep-593&quot;&gt;Flexible function and variable annotations (PEP 593)&lt;&#x2F;h2&gt;
&lt;p&gt;This feature adds a new type &lt;code&gt;Annotated&lt;&#x2F;code&gt; which allows us to extend type annotations with metadata.&lt;&#x2F;p&gt;
&lt;p&gt;This allows a type &lt;code&gt;T&lt;&#x2F;code&gt; to be annotated with metadata &lt;code&gt;x&lt;&#x2F;code&gt; like so:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;python&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;T1&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; Annotated[T&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; x]&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;# E.g&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;UnsignedShort&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; Annotated[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;&quot;&gt;int&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; struct2&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;ctype&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;H&amp;#39;&lt;&#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;SignedChar&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; Annotated[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;&quot;&gt;int&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; struct2&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;ctype&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;b&amp;#39;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;# Multiple type annotations are supported&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;T2&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; Annotated[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #39BAE6;&quot;&gt;int&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; ValueRange&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;3&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 10&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; ctype&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;char&amp;quot;&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 metadata can then be used for static or runtime analysis with tools such as &lt;a rel=&quot;external&quot; href=&quot;http:&#x2F;&#x2F;www.mypy-lang.org&#x2F;&quot;&gt;mypy&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;p&gt;This feature allows authors to introduce new data types with graceful degradation,
for example if mypy doesn&#x27;t know how to parse X Annotation it should just ignore its metadata and use the annotated type.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;relaxing-grammar-restrictions-on-decorators-pep-614&quot;&gt;Relaxing Grammar Restrictions On Decorators (PEP 614)&lt;&#x2F;h2&gt;
&lt;p&gt;Python currently requires that all decorators consist of a dotted name, optionally followed by a single call. This PEP proposes removing these limitations and allowing decorators to be any valid expression.&lt;&#x2F;p&gt;
&lt;p&gt;An expression here means &quot;anything that&#x27;s valid as a test in if, elif, and while blocks&quot;.&lt;&#x2F;p&gt;
&lt;p&gt;Basically this:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;python&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;button_0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span&gt; buttons[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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 style=&quot;color: #E6C08A;&quot;&gt;@button_0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #E6C08A;&quot;&gt;clicked&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #E6C08A;&quot;&gt;connect&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;def&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; spam&lt;&#x2F;span&gt;&lt;span&gt;():&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pass&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Can now be:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;python&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #E6C08A;&quot;&gt;@buttons&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D95757;&quot;&gt;[0].clicked.connect&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;def&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; spam&lt;&#x2F;span&gt;&lt;span&gt;():&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    pass&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h2 id=&quot;support-for-the-iana-time-zone-database-in-the-standard-library&quot;&gt;Support for the IANA Time Zone Database in the Standard Library&lt;&#x2F;h2&gt;
&lt;p&gt;This feature adds a new module &lt;code&gt;zoneinfo&lt;&#x2F;code&gt; that provides a concrte time zone implementation supporting the IANA time zone database.&lt;&#x2F;p&gt;
&lt;p&gt;You can find more about this module here: &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.python.org&#x2F;3&#x2F;library&#x2F;zoneinfo.html&quot;&gt;zoneinfo&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;p&gt;Example:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;python&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; from&lt;&#x2F;span&gt;&lt;span&gt; zoneinfo&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; import&lt;&#x2F;span&gt;&lt;span&gt; ZoneInfo&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; from&lt;&#x2F;span&gt;&lt;span&gt; datetime&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; import&lt;&#x2F;span&gt;&lt;span&gt; datetime&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; timedelta&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 style=&quot;color: #F29668;&quot;&gt;&amp;gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; dt&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; =&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; datetime&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;2020&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 10&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 31&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 12&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; tzinfo&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;ZoneInfo&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;America&#x2F;Los_Angeles&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 style=&quot;color: #F29668;&quot;&gt;&amp;gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F07178;&quot;&gt; print&lt;&#x2F;span&gt;&lt;span&gt;(dt)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;2020&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;-&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;10&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;-&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;31 12&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;00&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;00&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;-&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D95757;&quot;&gt;7&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;:&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;00&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 style=&quot;color: #F29668;&quot;&gt;&amp;gt;&amp;gt;&amp;gt;&lt;&#x2F;span&gt;&lt;span&gt; dt&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;tzname&lt;&#x2F;span&gt;&lt;span&gt;()&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;#39;PDT&amp;#39;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h2 id=&quot;string-methods-to-remove-prefixes-and-suffixes&quot;&gt;String methods to remove prefixes and suffixes&lt;&#x2F;h2&gt;
&lt;p&gt;Adds two new methods, &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.python.org&#x2F;3&#x2F;library&#x2F;stdtypes.html?highlight=removeprefix#str.removeprefix&quot;&gt;removeprefix()&lt;&#x2F;a&gt; and &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;docs.python.org&#x2F;3&#x2F;library&#x2F;stdtypes.html?highlight=removeprefix#str.removesuffix&quot;&gt;removesuffix()&lt;&#x2F;a&gt;, to the APIs of Python&#x27;s various string objects.&lt;&#x2F;p&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Modernize your linux workflow with Rust</title>
        <published>2020-11-06T00:00:00+00:00</published>
        <updated>2020-11-06T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/modernize-your-tools/"/>
        <id>https://edgl.dev/blog/modernize-your-tools/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/modernize-your-tools/">&lt;h2 id=&quot;exa-a-replacement-for-ls&quot;&gt;exa, a replacement for &#x27;ls&#x27;&lt;&#x2F;h2&gt;
&lt;p&gt;A replacement for ls which features better defaults and more features.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;ogham&#x2F;exa&quot;&gt;github.com&#x2F;ogham&#x2F;exa&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;&#x2F;img&#x2F;exa_preview.png&quot; alt=&quot;exa example&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;h2 id=&quot;bat-a-cat-1-clone-with-wings&quot;&gt;bat, a cat(1) clone with wings.&lt;&#x2F;h2&gt;
&lt;p&gt;Bat supports syntax highlighting, git integration, paging and more.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;&#x2F;img&#x2F;bat_cmd_example.png&quot; alt=&quot;&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;p&gt;If you use (neo)vim with fzf.vim and have ripgrep and bat installed your search will have a preview window with highlighted code:&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;&#x2F;img&#x2F;vim_bat_preview.png&quot; alt=&quot;&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;h2 id=&quot;fd-a-simple-fast-and-user-friendly-alternative-to-find&quot;&gt;fd, a simple, fast and user-friendly alternative to find&lt;&#x2F;h2&gt;
&lt;p&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;sharkdp&#x2F;fd&quot;&gt;github.com&#x2F;sharkdp&#x2F;fd&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;p&gt;It&#x27;s faster, more convenient, ignores hidden files and gitignore files by default and more.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;https:&#x2F;&#x2F;raw.githubusercontent.com&#x2F;sharkdp&#x2F;fd&#x2F;master&#x2F;doc&#x2F;screencast.svg&quot; alt=&quot;&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
&lt;h2 id=&quot;starship-a-customizable-cross-shell-prompt&quot;&gt;Starship, a customizable cross-shell prompt&lt;&#x2F;h2&gt;
&lt;p&gt;&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;starship.rs&#x2F;&quot;&gt;starship.rs&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;p&gt;&lt;img src=&quot;https:&#x2F;&#x2F;raw.githubusercontent.com&#x2F;starship&#x2F;starship&#x2F;master&#x2F;media&#x2F;demo.gif&quot; alt=&quot;&quot; &#x2F;&gt;&lt;&#x2F;p&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>An intro to the DDraceNetwork game source code</title>
        <published>2020-11-03T00:00:00+00:00</published>
        <updated>2020-11-03T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/intro-to-ddnet/"/>
        <id>https://edgl.dev/blog/intro-to-ddnet/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/intro-to-ddnet/">&lt;h2 id=&quot;what-is-ddracenetwork&quot;&gt;What is DDraceNetwork?&lt;&#x2F;h2&gt;
&lt;p&gt;It&#x27;s an open source mod of &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;teeworlds.com&#x2F;&quot;&gt;teeworlds&lt;&#x2F;a&gt; which was released on &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;store.steampowered.com&#x2F;app&#x2F;412220&#x2F;DDraceNetwork&#x2F;&quot;&gt;steam&lt;&#x2F;a&gt; not long ago.&lt;&#x2F;p&gt;
&lt;p&gt;The language used is C++ along with some python scripts to generate the network protocol, it uses &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;cmake.org&#x2F;&quot;&gt;CMake&lt;&#x2F;a&gt; for building.&lt;&#x2F;p&gt;
&lt;p&gt;It&#x27;s made on top of SDL2 with a custom OpenGL renderer.&lt;&#x2F;p&gt;
&lt;p&gt;The source can be located here: &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;ddnet&#x2F;ddnet&quot;&gt;github.com&#x2F;ddnet&#x2F;ddnet&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;h2 id=&quot;my-story-on-ddnet&quot;&gt;My story on DDNet&lt;&#x2F;h2&gt;
&lt;p&gt;This mod, also called ddnet was a breaking point on my path towards learning and improving my programming skills, since it introduced me to a codebase quite larger than what I was used to, if I&#x27;m honest, the first time I tried to do something in it, I was overwhelmed, but after some hardships and help from a &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;timakro.de&#x2F;&quot;&gt;friend&lt;&#x2F;a&gt; I got more used to it.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;the-basic-layout&quot;&gt;The basic layout&lt;&#x2F;h2&gt;
&lt;p&gt;The code of the game is located in the &lt;code&gt;src&lt;&#x2F;code&gt; directory, here I highlight the important directories it has:&lt;&#x2F;p&gt;
&lt;h3 id=&quot;src-base&quot;&gt;- &lt;code&gt;src&#x2F;base&lt;&#x2F;code&gt;&lt;&#x2F;h3&gt;
&lt;p&gt;This contains the system.h and system.c files, which is kind of an abstraction layer over the standard library, it also contains most platform specific code.&lt;&#x2F;p&gt;
&lt;p&gt;Here you can find functions for string formatting, memory and thread management and some cryptography stuff.&lt;&#x2F;p&gt;
&lt;p&gt;You will mostly never touch these files, but they are used a lot.&lt;&#x2F;p&gt;
&lt;p&gt;There is a subfolder in base named &quot;tl&quot;, it contains an implementation for algorithm and array, but we are currently planning to move away from this.&lt;&#x2F;p&gt;
&lt;h3 id=&quot;src-engine&quot;&gt;- &lt;code&gt;src&#x2F;engine&lt;&#x2F;code&gt;&lt;&#x2F;h3&gt;
&lt;p&gt;Here lives the code for anything that is not game specific (or kinda, it&#x27;s not crystal clear actually), you can find the implementation for the graphics backend, sound, input, notifications, networking, console, SQL, etc.&lt;&#x2F;p&gt;
&lt;p&gt;If your objective is to make a mod, you will probably not touch this folder either.&lt;&#x2F;p&gt;
&lt;h3 id=&quot;src-game&quot;&gt;- &lt;code&gt;src&#x2F;game&lt;&#x2F;code&gt;&lt;&#x2F;h3&gt;
&lt;p&gt;Here you will find the code that implements the client and the server.&lt;&#x2F;p&gt;
&lt;p&gt;In the base folder you can find:&lt;&#x2F;p&gt;
&lt;p&gt;&lt;code&gt;collision.cpp&lt;&#x2F;code&gt;: Collision related code.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;code&gt;ddracecommands.h&lt;&#x2F;code&gt;: Rcon commands.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;code&gt;gamecore.cpp&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;p&gt;Implements the physics, changing this means the community will cry at you because physics bugs are used in actual maps (so as we say, our physics have no bugs only features).&lt;&#x2F;p&gt;
&lt;p&gt;&lt;code&gt;layers.cpp&lt;&#x2F;code&gt;: Map layers.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;code&gt;mapbugs.cpp&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;p&gt;A try into fixing the physics &quot;bugs&quot;, what it does is preserve the bug in specific maps that use them and fix them for new maps.&lt;&#x2F;p&gt;
&lt;p&gt;Currently, the only &quot;bug&quot; preserved with this is a double grenade explosion bug used in the map &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;ddnet.tw&#x2F;maps&#x2F;Binary&quot;&gt;binary&lt;&#x2F;a&gt;.&lt;&#x2F;p&gt;
&lt;h3 id=&quot;src-game-client&quot;&gt;- &lt;code&gt;src&#x2F;game&#x2F;client&lt;&#x2F;code&gt;&lt;&#x2F;h3&gt;
&lt;p&gt;Client specific code, the client is made up of components, each component is a class that extends &lt;code&gt;CComponent&lt;&#x2F;code&gt;, with this, you can &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;ddnet&#x2F;ddnet&#x2F;blob&#x2F;e256b11d367d001f0baf3905ab78e21ae2747718&#x2F;src&#x2F;game&#x2F;client&#x2F;component.h#L21&quot;&gt;access&lt;&#x2F;a&gt; the kernel, graphics, text rendering, sound, console; basically most of the stuff implemented in the engine.&lt;&#x2F;p&gt;
&lt;p&gt;Components may also implement methods which will be called on a particular &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;ddnet&#x2F;ddnet&#x2F;blob&#x2F;e256b11d367d001f0baf3905ab78e21ae2747718&#x2F;src&#x2F;game&#x2F;client&#x2F;component.h#L61&quot;&gt;event&lt;&#x2F;a&gt;, such as &lt;em&gt;OnRender&lt;&#x2F;em&gt;, &lt;em&gt;OnInit&lt;&#x2F;em&gt;, &lt;em&gt;OnInput&lt;&#x2F;em&gt;.&lt;&#x2F;p&gt;
&lt;p&gt;The file &lt;code&gt;gameclient.cpp&lt;&#x2F;code&gt; implements the game client, which has all the logic behind handling the components, receiving network &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;ddnet&#x2F;ddnet&#x2F;blob&#x2F;e256b11d367d001f0baf3905ab78e21ae2747718&#x2F;src&#x2F;game&#x2F;client&#x2F;gameclient.cpp#L752&quot;&gt;packets&lt;&#x2F;a&gt; and more.&lt;&#x2F;p&gt;
&lt;h3 id=&quot;src-game-server&quot;&gt;- &lt;code&gt;src&#x2F;game&#x2F;server&lt;&#x2F;code&gt;&lt;&#x2F;h3&gt;
&lt;p&gt;Server specific code, it keeps track of everything, players and all the entities.&lt;&#x2F;p&gt;
&lt;p&gt;In &lt;code&gt;gamecontext.cpp&lt;&#x2F;code&gt; &lt;code&gt;CGameContext&lt;&#x2F;code&gt; is implemented, it&#x27;s the heart of the server, it handles lots of stuff like chat, clients, map changes, network messages, commands, moderation, etc.&lt;&#x2F;p&gt;
&lt;p&gt;&lt;code&gt;CGameContext&lt;&#x2F;code&gt; is not only implemented in this file, it also has some parts implemented in &lt;code&gt;ddracecommands.cpp&lt;&#x2F;code&gt; for example.&lt;&#x2F;p&gt;
&lt;p&gt;The &lt;code&gt;gamecontroller.cpp&lt;&#x2F;code&gt; handles player spawns, some map entities, it also sends the gameinfo packet.&lt;&#x2F;p&gt;
&lt;p&gt;The&lt;code&gt;gameworld.cpp&lt;&#x2F;code&gt; tracks all the entities in the game.&lt;&#x2F;p&gt;
&lt;p&gt;In &lt;code&gt;player.cpp&lt;&#x2F;code&gt; you can find the class &lt;code&gt;CPlayer&lt;&#x2F;code&gt; that keeps track of a player, it stores any information related to the player that is not related to physics.&lt;&#x2F;p&gt;
&lt;p&gt;One of the most important entities is &lt;code&gt;CCharacter&lt;&#x2F;code&gt;, it keeps track of the physical representation of the player (we call them &quot;tee(s)&quot;), it&#x27;s destroyed on death and created when spawning by &lt;code&gt;CPlayer&lt;&#x2F;code&gt;. There are also more entities like pickups, laser, projectile, etc...&lt;&#x2F;p&gt;
&lt;h2 id=&quot;more-to-come&quot;&gt;More to come&lt;&#x2F;h2&gt;
&lt;p&gt;There is lot more stuff in here, and the best way to learn it is by actually implementing things.&lt;&#x2F;p&gt;
&lt;p&gt;I plan on making this a series of posts implementing stuff to the game (useful or not), here is a sneak peak of whats to come:&lt;&#x2F;p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href=&quot;&#x2F;blog&#x2F;code-conventions-in-ddnet&quot;&gt;Code conventions and basic stuff&lt;&#x2F;a&gt;.&lt;&#x2F;li&gt;
&lt;li&gt;&lt;a href=&quot;&#x2F;blog&#x2F;chat-command-ddracenetwork&quot;&gt;Implementing a chat command&lt;&#x2F;a&gt;&lt;&#x2F;li&gt;
&lt;li&gt;Implementing a rcon command&lt;&#x2F;li&gt;
&lt;li&gt;Adding configuration options to the client.&lt;&#x2F;li&gt;
&lt;li&gt;Modify the menus to show a label and a button&#x2F;checkbox&#x2F;slider for the previously added options.&lt;&#x2F;li&gt;
&lt;li&gt;Add a new network packet.&lt;&#x2F;li&gt;
&lt;li&gt;Add a new map tile.&lt;&#x2F;li&gt;
&lt;li&gt;Any other idea I may get in the future.&lt;&#x2F;li&gt;
&lt;&#x2F;ul&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>An intro to MiniUPNP</title>
        <published>2020-04-14T00:00:00+00:00</published>
        <updated>2020-04-14T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/intro-to-upnp/"/>
        <id>https://edgl.dev/blog/intro-to-upnp/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/intro-to-upnp/">&lt;p&gt;If you have a software that requires port forwarding, you may want to implement UPnP to make things easy for your end users.&lt;&#x2F;p&gt;
&lt;p&gt;When I wanted to implement it, the first library I found was &lt;a rel=&quot;external&quot; href=&quot;http:&#x2F;&#x2F;miniupnp.free.fr&#x2F;files&#x2F;&quot;&gt;MiniUPnP&lt;&#x2F;a&gt;, sadly it doesn&#x27;t have  much documentation but a quick look at the header files and some examples on the internet I managed to make it work, here is how:&lt;&#x2F;p&gt;
&lt;p&gt;First the required include directives we need:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;c&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;#include&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;lt;miniupnpc&#x2F;miniupnpc.h&amp;gt;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;#include&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;lt;miniupnpc&#x2F;upnpcommands.h&amp;gt;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;#include&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;lt;miniupnpc&#x2F;upnperrors.h&amp;gt;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;#include&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;lt;stdio.h&amp;gt;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;The first thing we need to do is discover the UPnP devices on the network, this is done using &lt;code&gt;upnpDiscover&lt;&#x2F;code&gt;:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;c&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;int&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&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 style=&quot;color: #59C2FF;&quot;&gt;  struct&lt;&#x2F;span&gt;&lt;span&gt; UPNPDev &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;*&lt;&#x2F;span&gt;&lt;span&gt;upnp_dev &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&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 style=&quot;color: #59C2FF;&quot;&gt;  int&lt;&#x2F;span&gt;&lt;span&gt; error &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;  upnp_dev &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; upnpDiscover&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;2000&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; NULL&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; NULL&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 2&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; &amp;amp;&lt;&#x2F;span&gt;&lt;span&gt;error)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&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 style=&quot;color: #FF8F40;&quot;&gt;  if&lt;&#x2F;span&gt;&lt;span&gt;(error &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;!=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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 style=&quot;color: #FFB454;&quot;&gt;    printf&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;error discovering upnp devices: &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;%s\n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; strupnperror&lt;&#x2F;span&gt;&lt;span&gt;(error))&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    return&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 1&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&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;&#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;Then we need to retrieve the Internet Gateway Device we discovered:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;c&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;struct&lt;&#x2F;span&gt;&lt;span&gt; UPNPUrls upnp_urls&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;struct&lt;&#x2F;span&gt;&lt;span&gt; IGDdatas upnp_data&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;char&lt;&#x2F;span&gt;&lt;span&gt; aLanAddr[&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;64&lt;&#x2F;span&gt;&lt;span&gt;]&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;const&lt;&#x2F;span&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt; char&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt; *&lt;&#x2F;span&gt;&lt;span&gt;pPort &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;8000&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;&#x2F;&#x2F; Retrieve a valid Internet Gateway Device&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;int&lt;&#x2F;span&gt;&lt;span&gt; status &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; UPNP_GetValidIGD&lt;&#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;    upnp_dev&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;    &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;upnp_urls&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;    &amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;upnp_data&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    aLanAddr&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;    sizeof&lt;&#x2F;span&gt;&lt;span&gt;(aLanAddr)&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 style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;printf&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;status=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;%d&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;, lan_addr=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;%s\n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; status&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; aLanAddr)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;We check if we got the correct status and then map the port.
We also declare the port we want to use, in this case I use the same number for the internal and external ports:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;c&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;if&lt;&#x2F;span&gt;&lt;span&gt; (status &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;==&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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&gt;{&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;    printf&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;found valid IGD: &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;%s\n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span&gt; upnp_urls&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;controlURL)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    error &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;        UPNP_AddPortMapping&lt;&#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;            upnp_urls&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;controlURL&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            upnp_data&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;first&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;.&lt;&#x2F;span&gt;&lt;span&gt;servicetype&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            pPort&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; &#x2F;&#x2F; external port&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            pPort&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; &#x2F;&#x2F; internal port&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;            aLanAddr&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;My Application Name&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; &amp;quot;UDP&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;            0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;  &#x2F;&#x2F; remote host&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;            &amp;quot;0&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt; &#x2F;&#x2F; lease duration, recommended 0 as some NAT&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;            &#x2F;&#x2F; implementations may not support another value&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 style=&quot;color: #BFBDB6B3;&quot;&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 style=&quot;color: #FF8F40;&quot;&gt;    if&lt;&#x2F;span&gt;&lt;span&gt; (error)&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 style=&quot;color: #FFB454;&quot;&gt;        printf&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;failed to map port&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;        printf&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;error: &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;%s\n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; strupnperror&lt;&#x2F;span&gt;&lt;span&gt;(error))&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;    else&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;        printf&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;successfully mapped port&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&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;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;else&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;    printf&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;no valid IGD found&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;\n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Now the port is mapped, at this point you can open a socket bound to the internal port and external clients will be able to connect using the external port.&lt;&#x2F;p&gt;
&lt;p&gt;Then we do some cleanup:&lt;&#x2F;p&gt;
&lt;p&gt;&lt;em&gt;Note: The port here is the external one.&lt;&#x2F;em&gt;&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;c&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;error &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; UPNP_DeletePortMapping&lt;&#x2F;span&gt;&lt;span&gt;(upnp_urls.controlURL&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;                               upnp_data.first.servicetype&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;                               pPort&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;                               &amp;quot;UDP&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;                               0&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&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 style=&quot;color: #FF8F40;&quot;&gt;if&lt;&#x2F;span&gt;&lt;span&gt; (error &lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;!=&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&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 style=&quot;color: #FFB454;&quot;&gt;    printf&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;port map deletion error: &lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt;%s\n&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt;&amp;quot;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;,&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt; strupnperror&lt;&#x2F;span&gt;&lt;span&gt;(error))&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&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;&#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 style=&quot;color: #FFB454;&quot;&gt;FreeUPNPUrls&lt;&#x2F;span&gt;&lt;span&gt;(&lt;&#x2F;span&gt;&lt;span style=&quot;color: #F29668;&quot;&gt;&amp;amp;&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt;upnp_urls&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FFB454;&quot;&gt;freeUPNPDevlist&lt;&#x2F;span&gt;&lt;span&gt;(upnp_dev)&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;return&lt;&#x2F;span&gt;&lt;span style=&quot;color: #D2A6FF;&quot;&gt; 0&lt;&#x2F;span&gt;&lt;span style=&quot;color: #BFBDB6B3;&quot;&gt;;&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;Complete source code: &lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;gist.github.com&#x2F;edg-l&#x2F;98241d2ef929661f0bb20136ebda16cd&quot;&gt;gist&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;p&gt;Compiled using: &lt;code&gt;cc -lminiupnpc upnp.c&lt;&#x2F;code&gt;&lt;&#x2F;p&gt;
</content>
        
    </entry>
    <entry xml:lang="en">
        <title>Setting Up SDL2 with CMake</title>
        <published>2019-04-27T00:00:00+00:00</published>
        <updated>2019-04-27T00:00:00+00:00</updated>
        
        <author>
          <name>
            
              Unknown
            
          </name>
        </author>
        
        <link rel="alternate" type="text/html" href="https://edgl.dev/blog/sdl2-cmake/"/>
        <id>https://edgl.dev/blog/sdl2-cmake/</id>
        
        <content type="html" xml:base="https://edgl.dev/blog/sdl2-cmake/">&lt;h2 id=&quot;installing-cmake&quot;&gt;Installing CMake&lt;&#x2F;h2&gt;
&lt;p&gt;Most common distributions have cmake available on their package manager repostories:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;shellscript&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #5A6673;font-style: italic;&quot;&gt;# Debian based&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;sudo&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; apt install cmake&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;# Arch&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;pacman&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; -S&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; cmake&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h2 id=&quot;install-sdl2-libraries&quot;&gt;Install SDL2 libraries&lt;&#x2F;h2&gt;
&lt;p&gt;I only know about the debian based ones, if you are on another distro you should look them up.&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;shellscript&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;sudo&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; apt install libsdl2-dev libsdl2-image-dev libsdl2-mixer-dev libsdl2-net-dev libsdl2-ttf-dev libsdl2-gfx-dev&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h2 id=&quot;directory-structure&quot;&gt;Directory Structure&lt;&#x2F;h2&gt;
&lt;p&gt;Here is a common directory structure when using cmake to find packages:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;plain&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;├── cmake&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;│   ├── FindSDL2.cmake&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;│   ├── FindSDL2_mixer.cmake&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;│   └── FindSDL2_net.cmake&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;├── CMakeLists.txt&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;└── src&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    └── main.cpp&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;
&lt;p&gt;You can find the cmake files to find SDL2 and it&#x27;s components
&lt;a rel=&quot;external&quot; href=&quot;https:&#x2F;&#x2F;github.com&#x2F;aminosbh&#x2F;sdl2-cmake-modules&quot;&gt;here&lt;&#x2F;a&gt;&lt;&#x2F;p&gt;
&lt;p&gt;Or you can use this simple command:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;shellscript&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F07178;&quot;&gt;cd&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; cmake&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;wget&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; https:&#x2F;&#x2F;raw.githubusercontent.com&#x2F;aminosbh&#x2F;sdl2-cmake-modules&#x2F;master&#x2F;FindSDL2{,_gfx,_image,_mixer,_net,_ttf}.cmake&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;&lt;h2 id=&quot;creating-the-cmakelists-txt-file&quot;&gt;Creating the CMakeLists.txt file&lt;&#x2F;h2&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;cmake&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;cmake_minimum_required&lt;&#x2F;span&gt;&lt;span&gt;(VERSION 3.13)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;project&lt;&#x2F;span&gt;&lt;span&gt;(MyProject)&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 style=&quot;color: #5A6673;font-style: italic;&quot;&gt;# Needed so that cmake uses our find modules.&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;list&lt;&#x2F;span&gt;&lt;span&gt;(APPEND CMAKE_MODULE_PATH&lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt; ${CMAKE_CURRENT_SOURCE_DIR}&lt;&#x2F;span&gt;&lt;span&gt;&#x2F;cmake)&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 style=&quot;color: #FF8F40;&quot;&gt;find_package&lt;&#x2F;span&gt;&lt;span&gt;(SDL2 REQUIRED)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;find_package&lt;&#x2F;span&gt;&lt;span&gt;(SDL2_net REQUIRED)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;find_package&lt;&#x2F;span&gt;&lt;span&gt;(SDL2_mixer REQUIRED)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;find_package&lt;&#x2F;span&gt;&lt;span&gt;(SDL2_image REQUIRED)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;find_package&lt;&#x2F;span&gt;&lt;span&gt;(SDL2_gfx REQUIRED)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;find_package&lt;&#x2F;span&gt;&lt;span&gt;(SDL2_ttf REQUIRED)&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 style=&quot;color: #FF8F40;&quot;&gt;set&lt;&#x2F;span&gt;&lt;span&gt;(SOURCE_FILES&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span&gt;    src&#x2F;main.cpp&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 style=&quot;color: #FF8F40;&quot;&gt;include_directories&lt;&#x2F;span&gt;&lt;span&gt;(src)&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 style=&quot;color: #FF8F40;&quot;&gt;add_executable&lt;&#x2F;span&gt;&lt;span&gt;(MyProject &lt;&#x2F;span&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;${SOURCE_FILES}&lt;&#x2F;span&gt;&lt;span&gt;)&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #FF8F40;&quot;&gt;target_link_libraries&lt;&#x2F;span&gt;&lt;span&gt;(MyProject SDL2::Main SDL2::Net SDL2::Mixer SDL2::Image SDL2::TTF SDL2::GFX)&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;And thats it! Now you can remove the SDL2 components you don&#x27;t want to use.&lt;&#x2F;p&gt;
&lt;h2 id=&quot;building&quot;&gt;Building&lt;&#x2F;h2&gt;
&lt;p&gt;Following the standard cmake procedure:&lt;&#x2F;p&gt;
&lt;pre class=&quot;giallo&quot; style=&quot;color: #BFBDB6; background-color: #0D1017;&quot;&gt;&lt;code data-lang=&quot;shellscript&quot;&gt;&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;mkdir&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; build&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #F07178;&quot;&gt;cd&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; build&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;cmake&lt;&#x2F;span&gt;&lt;span style=&quot;color: #AAD94C;&quot;&gt; ..&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;
&lt;span class=&quot;giallo-l&quot;&gt;&lt;span style=&quot;color: #59C2FF;&quot;&gt;make&lt;&#x2F;span&gt;&lt;span style=&quot;color: #95E6CB;&quot;&gt; -j$&lt;&#x2F;span&gt;&lt;span&gt;{nproc}&lt;&#x2F;span&gt;&lt;&#x2F;span&gt;&lt;&#x2F;code&gt;&lt;&#x2F;pre&gt;</content>
        
    </entry>
</feed>
