# fast_json - High-Performance MQL5 JSON Library > "If your JSON parser needs recursion, you're doing it wrong." ## Overview **fast_json** is a production-grade, high-performance JSON library for MQL5, engineered for scenarios where **I/O throughput** and **memory efficiency** are paramount. Unlike standard libraries that fragment the heap with thousands of small object allocations, **fast_json** employs a **tape-based zero-allocation memory model**. It parses JSON directly into a contiguous integer array (the "tape"), enabling it to process gigabytes of data with minimal overhead and zero garbage collection pressure. ## Key Features - **🚀 Zero-Alloc Tape Architecture**: Parses the entire JSON into a single contiguous integer array. No objects are created during parsing. - **⚡ SWAR Acceleration**: Uses Simulated 64-bit SWAR (SIMD within a Register) to scan 8 bytes at a time for structural characters, significantly reducing branch misprediction. - **🛡️ Stack-Safe Iterative Parser**: Implemented as a finite state machine. Zero recursion. Immune to stack overflow from deeply nested JSONs. - **🔧 Handle-Based Navigation**: Data access via lightweight `CJsonNode` structs that point to the tape. Copying nodes is free. - **💾 High-Throughput I/O**: Optimized for rapid Read/Write operations, making it ideal for LLM integration, REST API consumption, and large dataset processing. ## Performance | Metric | fast_json | Standard Libs | |--------|-----------|---------------| | **Allocation Strategy** | 1 contiguous block (Tape) | N objects per node | | **Recursion Depth** | Unlimited (Heap stack) | Limited (Call stack) | | **Read/Write Speed** | **EXTREME** (300MB/s+ Est.) | LOW | | **Memory Fragmentation**| Near Zero | High | ## Usage ### Parsing ```cpp #include CJson toolkit; string json = "{\"price\": 1.2345, \"currency\": \"EURUSD\"}"; if (toolkit.Parse(json)) { // Zero-copy access double price = toolkit["price"].ToDouble(); string curr = toolkit["currency"].ToString(); Print(curr, ": ", price); } ``` ### Building & Serializing ```cpp CJsonBuilder builder; builder.Obj() .Key("signal").Val("buy") .Key("volume").Val(0.1) .EndObj(); string payload = builder.Build(); // Result: {"signal":"buy","volume":0.1} ``` ## Why fast_json? Because typical MQL5 libraries were designed for configuration files, not high-throughput data streams. **fast_json** bridges that gap. ## License MIT.