Ladybug 0.3.1

ladybug-csharp

A .NET binding for Kuzu graph database APIs with strict feature and performance parity goals.

Package	NuGet
Ladybug
Ladybug.Native
Ladybug.Extensions

Installation

dotnet add package Ladybug
dotnet add package Ladybug.Extensions

Ladybug.Native is pulled in automatically as a dependency of Ladybug.

Quick Start

using Ladybug;
using Ladybug.Extensions;

await using var client = new LadybugClient(nativeLibrary);

var result = await client.ExecuteAsync(
    "MATCH (p:Person) RETURN p.name, p.age");

// LINQ mapping with typed row accessor
var people = result.Select(r => new
{
    Name = r.Get<string>("p.name"),
    Age  = r.Get<int>("p.age")
});

foreach (var p in people)
    Console.WriteLine($"{p.Name} is {p.Age} years old");

For a full runnable example with fraud detection, recommendations, JSON/CSV export, true-streaming fallback behavior, DI, health checks, and resilience, see the Example project.

Packages

Extensions API

LINQ / Row Mapping

// Project rows into dictionaries
IEnumerable<IReadOnlyDictionary<string, object?>> dicts = result.ToDictionaries();

// Map rows with a typed IRowAccessor
IEnumerable<T> items = result.Select(r => new MyDto(r.Get<string>("name"), r.Get<int>("age")));

// Materialize into a list
List<T> list = result.ToList(r => new MyDto(r.Get<string>("name"), r.Get<int>("age")));

// Extract a single scalar value
string name = result.Scalar<string>("name");
int value = result.Scalar<int>(0);

IRowAccessor

Typed access to row values by column name (case-insensitive) or index:

T value          = accessor.Get<T>("columnName");
T value          = accessor.Get<T>(0);
T? valueOrNull   = accessor.GetOrDefault<T>("columnName");
T? valueOrFallback = accessor.GetOrDefault<T>(0, fallback);

JSON Export

// Full result with metadata (columns, rows, sourceLibrary, durationMs)
string json = result.ToJson();

// Array of row objects keyed by column names
string jsonArray = result.ToJsonArray();

DataTable Conversion

DataTable dt = result.ToDataTable();

CSV Export

string csv = result.ToCsv();               // comma-separated
string tsv = result.ToCsv(separator: "\t"); // tab-separated

IAsyncEnumerable Streaming

// Stream rows one by one as IRowAccessor
await foreach (var row in executor.StreamAsync("MATCH (n) RETURN n.id"))
{
    Console.WriteLine(row.Get<string>(0));
}

// Stream with a mapper
await foreach (var id in executor.StreamAsync("MATCH (n) RETURN n.id", r => r.Get<string>(0)))
{
    Console.WriteLine(id);
}

When the underlying native adapter implements INativeStreamingLibrary, Ladybug uses row-by-row streaming without full result materialization. Otherwise it falls back to buffered execution.

Dependency Injection

// Basic registration
services.AddLadybugClient<MyNativeLibrary>();

// With options
services.AddLadybugClient<MyNativeLibrary>(opts =>
{
    opts.DatabasePath = "./mydb";
    opts.ReadOnly = true;
    opts.MaxThreads = 4;
    opts.BufferPoolSize = 256 * 1024 * 1024;
});

// Health check
services.AddHealthChecks().AddLadybugCheck();

// Optional resilience wrapper for enterprise workloads
services.AddResilientLadybugExecutor(opts =>
{
    opts.Timeout = TimeSpan.FromSeconds(5);
    opts.MaxRetryAttempts = 1;
    opts.RetryDelay = TimeSpan.FromMilliseconds(50);
    opts.CircuitBreakerFailureThreshold = 3;
    opts.CircuitBreakerBreakDuration = TimeSpan.FromSeconds(5);
});

Registers INativeLibrary, LadybugClient, and ILadybugExecutor as singletons.

Observability

LadybugClient emits OpenTelemetry-compatible diagnostics:

• Activity source: Ladybug
• Meter: Ladybug
• Counter: ladybug.query.count
• Counter: ladybug.query.errors
• Counter: ladybug.query.cancellations
• Histogram: ladybug.query.duration.ms

These signals can be exported through standard OpenTelemetry pipelines for dashboards and alerts.

Supported Frameworks

• .NET 10 (net10.0)
• .NET 8 (net8.0)

Build

dotnet restore
dotnet build ladybug-csharp.sln -c Release

Test

dotnet test ladybug-csharp.sln -c Release

Benchmark

dotnet run -c Release --project benchmarks/Ladybug.Benchmarks/Ladybug.Benchmarks.csproj

Deterministic CI gate mode:

LADYBUG_BENCH_RATIO_MAX=1.10 dotnet run -c Release --project benchmarks/Ladybug.Benchmarks/Ladybug.Benchmarks.csproj -- --ci-gate

Differential Smoke Strategy

See:

• docs/differential-smoke-spec.md
• docs/parity-matrix.md

License

MIT. See LICENSE.