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Memory Allocation Strategies with Zig

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Manage episode 467290806 series 3610932
Content provided by Pragmatic AI Labs and Noah Gift. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Pragmatic AI Labs and Noah Gift or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Zig's Memory Management Philosophy

  • Explicit and transparent memory management
  • Runtime error detection vs compile-time checks
  • No hidden allocations
  • Must handle allocation errors explicitly using try/defer/ensure
  • Runtime leak detection capability

Comparison with C and Rust

C Differences

  • Safer than C due to explicit memory handling
  • No "foot guns" or easy-to-create security holes
  • No forgotten free() calls
  • Clear memory ownership model

Rust Differences

  • Rust: Compile-time ownership and borrowing rules
    • Single owner for memory
    • Automatic memory freeing
    • Built-in safety with performance trade-off
  • Zig: Runtime-focused approach
    • Explicit allocators passed around
    • Memory management via defer
    • No compile-time ownership restrictions
    • Runtime leak/error checking

Four Types of Zig Allocators

General Purpose Allocator (GPA)

  • Tracks all allocations
  • Detects leaks and double-frees
  • Like a "librarian tracking books"
  • Most commonly used for general programming

Arena Allocator

  • Frees all memory at once
  • Very fast allocations
  • Best for temporary data (e.g., JSON parsing)
  • Like "dumping LEGO blocks"

Fixed Buffer Allocator

  • Stack memory only, no heap
  • Fixed size allocation
  • Ideal for embedded systems
  • Like a "fixed size box"

Page Allocator

  • Direct OS memory access
  • Page-aligned blocks
  • Best for large applications
  • Like "buying land and subdividing"

Real-World Performance Comparisons

Binary Size

  • Zig "Hello World": ~300KB
  • Rust "Hello World": ~1.8MB

HTTP Server Sizes

  • Zig minimal server (Alpine Docker): ~300KB
  • Rust minimal server (Scratch Docker): ~2MB

Full Stack Example

  • Zig server with JSON/SQLite: ~850KB
  • Rust server with JSON/SQLite: ~4.2MB

Runtime Characteristics

  • Zig: Near-instant startup, ~3KB runtime
  • Rust: Runtime initialization required, ~100KB runtime size
  • Zig offers optional runtime overhead
  • Rust includes mandatory memory safety runtime

The episode concludes by suggesting Zig as a complementary tool alongside Rust, particularly for specialized use cases requiring minimal binary size or runtime overhead, such as embedded systems development.

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213 episodes

Artwork
iconShare
 
Manage episode 467290806 series 3610932
Content provided by Pragmatic AI Labs and Noah Gift. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Pragmatic AI Labs and Noah Gift or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ppacc.player.fm/legal.

Zig's Memory Management Philosophy

  • Explicit and transparent memory management
  • Runtime error detection vs compile-time checks
  • No hidden allocations
  • Must handle allocation errors explicitly using try/defer/ensure
  • Runtime leak detection capability

Comparison with C and Rust

C Differences

  • Safer than C due to explicit memory handling
  • No "foot guns" or easy-to-create security holes
  • No forgotten free() calls
  • Clear memory ownership model

Rust Differences

  • Rust: Compile-time ownership and borrowing rules
    • Single owner for memory
    • Automatic memory freeing
    • Built-in safety with performance trade-off
  • Zig: Runtime-focused approach
    • Explicit allocators passed around
    • Memory management via defer
    • No compile-time ownership restrictions
    • Runtime leak/error checking

Four Types of Zig Allocators

General Purpose Allocator (GPA)

  • Tracks all allocations
  • Detects leaks and double-frees
  • Like a "librarian tracking books"
  • Most commonly used for general programming

Arena Allocator

  • Frees all memory at once
  • Very fast allocations
  • Best for temporary data (e.g., JSON parsing)
  • Like "dumping LEGO blocks"

Fixed Buffer Allocator

  • Stack memory only, no heap
  • Fixed size allocation
  • Ideal for embedded systems
  • Like a "fixed size box"

Page Allocator

  • Direct OS memory access
  • Page-aligned blocks
  • Best for large applications
  • Like "buying land and subdividing"

Real-World Performance Comparisons

Binary Size

  • Zig "Hello World": ~300KB
  • Rust "Hello World": ~1.8MB

HTTP Server Sizes

  • Zig minimal server (Alpine Docker): ~300KB
  • Rust minimal server (Scratch Docker): ~2MB

Full Stack Example

  • Zig server with JSON/SQLite: ~850KB
  • Rust server with JSON/SQLite: ~4.2MB

Runtime Characteristics

  • Zig: Near-instant startup, ~3KB runtime
  • Rust: Runtime initialization required, ~100KB runtime size
  • Zig offers optional runtime overhead
  • Rust includes mandatory memory safety runtime

The episode concludes by suggesting Zig as a complementary tool alongside Rust, particularly for specialized use cases requiring minimal binary size or runtime overhead, such as embedded systems development.

🔥 Hot Course Offers:

🚀 Level Up Your Career:

Learn end-to-end ML engineering from industry veterans at PAIML.COM

  continue reading

213 episodes

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