# TValue: Time-Value Pair ## What It Does `TValue` is the fundamental atomic unit of data in QuanTAlib. It represents a single point in a time series, consisting of a timestamp and a double-precision floating-point value. It serves as the standard input and output format for all indicators and data streams. ## Design Philosophy In high-frequency trading and quantitative analysis, memory allocation is a critical bottleneck. `TValue` is designed as a **lightweight, immutable struct** to ensure: * **Zero Heap Allocation**: Being a struct, it lives on the stack or embedded in arrays, avoiding Garbage Collector (GC) pressure. * **Thread Safety**: Immutability guarantees safe concurrent access. * **Minimal Footprint**: Occupies exactly 16 bytes (8 bytes for `long` Time + 8 bytes for `double` Value), fitting efficiently in CPU cache lines. ## How It Works `TValue` is implemented as a `readonly record struct`. It encapsulates: * **Time**: A `long` representing ticks (UTC). * **Value**: A `double` representing the data magnitude. It supports implicit conversions to `double` (extracting the value) and `DateTime` (extracting the time), making it syntactically fluid to use in calculations. ## Structure ### Definition ```csharp public readonly record struct TValue(long Time, double Value); ``` ### Properties | Property | Type | Description | | ------ | ------ | ------ | | `Time` | `long` | Timestamp in ticks (UTC). | | `Value` | `double` | The data value. | | `AsDateTime` | `DateTime` | Helper to view `Time` as a `DateTime` object. | ### Constructors | Constructor | Description | | ------ | ------ | | `new TValue(long time, double value)` | Creates a TValue from raw ticks. | | `new TValue(DateTime time, double value)` | Creates a TValue from a DateTime object. | ## Usage ### Creating TValues ```csharp // From DateTime var t1 = new TValue(DateTime.UtcNow, 100.5); // From Ticks var t2 = new TValue(DateTime.UtcNow.Ticks, 100.5); ``` ### Implicit Conversions ```csharp TValue tv = new TValue(DateTime.UtcNow, 42.0); // Implicitly converts to double double val = tv; // 42.0 // Implicitly converts to DateTime DateTime dt = tv; // DateTime object ``` ### String Representation ```csharp Console.WriteLine(tv); // Output: "[2024-01-01 12:00:00, 42.00]" ``` ## Performance Profile * **Memory**: 16 bytes per instance. * **Allocation**: 0 bytes (Stack allocated). * **Copying**: Cheap (fits in two 64-bit registers). ## Integration `TValue` is the primary currency of the library: * **Indicators**: `Update(TValue input)` accepts it. * **Series**: `TSeries` stores collections of it. * **Events**: `ITValuePublisher` broadcasts it. ## Architecture Notes * **SkipLocalsInit**: The struct is marked with `[SkipLocalsInit]` to suppress zero-initialization of locals, squeezing out nanoseconds in tight loops. * **AggressiveInlining**: All accessors and operators are inlined to ensure zero abstraction penalty. ## References * [Structure of Arrays (SoA)](https://en.wikipedia.org/wiki/AOS_and_SOA) * [C# Struct Performance](https://learn.microsoft.com/en-us/dotnet/csharp/language-reference/builtin-types/struct)