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  • License
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  • Created about 2 years ago
  • Updated 10 months ago

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Repository Details

An alternative high performance NATS client for .NET.

AlterNats is no longer maintained. Please check the official v2 client nats-io/nats.net.v2 and announcement blog.

AlterNats

GitHub Actions Releases

An alternative high performance NATS client for .NET. Zero Allocation and Zero Copy Architecture to achive x2~4 performance compare with official NATS client and StackExchange.Redis's PubSub.

image

The most major PubSub Solution in C# is using Redis and StackExchange.Redis. Redis also has a managed service and has a well-designed client library. However, Redis is primarily a KVS and functions poorly as a PubSub.

  • Lack of monitoring for PubSub
  • Lack of clustering support for PubSub
  • Unbalanced pricing for managed services(not much memory is needed for PubSub)
  • Performance

Since NATS is specialized for PubSub, it has a rich system for that purpose, and its performance seems to be perfect. The only drawback is that there is no managed service, but if you use NATS as a pure PubSub, you do not need to think about the persistence process, so I think it is one of the easiest middlewares to operate.

nats.net works well enough, but the API has some weirdness that is not C#-like. The reason for this is that it is a port from Go, as noted in the documentation.

The NATS C# .NET client was originally developed with the idea in mind that it would support the .NET 4.0 code base for increased adoption, and closely parallel the GO client (internally) for maintenance purposes. So, some of the nice .NET APIs/features were intentionally left out.

AlterNats pursues high performance by utilizing a C#-like API and the latest API in .NET 6. See the Performance section for architectural innovations related to performance.

Getting Started

Package is published on NuGet.

PM> Install-Package AlterNats

Here is the simple example.

// create connection(default, connect to nats://localhost:4222)
await using var conn = new NatsConnection();

// for subscriber. await register to NATS server(not means await complete)
var subscription = await conn.SubscribeAsync<Person>("foo", x =>
{
    Console.WriteLine($"Received {x}");
});

// for publisher.
await conn.PublishAsync("foo", new Person(30, "bar"));

// unsubscribe
subscription.Dipose();

All value is automatically serialized via System.Text.Json. If you want to more performance, you can use MessagePack for C# as builtin serializer(requires AlterNats.MessagePack package).

Configure option adopts immutable options with with operator.

// Options is immutable and can configure `with` operator
var options = NatsOptions.Default with
{
    Url = "nats://127.0.0.1:9999",
    LoggerFactory = new MinimumConsoleLoggerFactory(LogLevel.Information),
    Serializer = new MessagePackNatsSerializer(),
    ConnectOptions = ConnectOptions.Default with
    {
        Echo = true,
        Username = "foo",
        Password = "bar",
    }
};

await using var conn = new NatsConnection(options);

Connections is thread-safe, physically connected as one connection to one connection, and all commands are automatically multiplexed. Therefore, connection is usually held as singleton. Connection is automatically connected on the first call and automatically reconnected if disconnected.

In addition to keeping it in a static field, it can be used integrated with a generic host by the AlterNats.Hosting package when registered with a DI.

PM> Install-Package AlterNats

using AlterNats;

var builder = WebApplication.CreateBuilder(args);

// Register NatsConnectionPool, NatsConnection, INatsCommand to ServiceCollection
builder.Services.AddNats();

var app = builder.Build();

app.MapGet("/subscribe", (INatsCommand command) => command.SubscribeAsync("foo", (int x) => Console.WriteLine($"received {x}")));
app.MapGet("/publish", (INatsCommand command) => command.PublishAsync("foo", 99));

app.Run();

AddNats register NatsConnection and setup correct loggerfactory.

Minimum RPC

Nats supports request/response protocol, it will become simple RPC.

// Server
await connection.SubscribeRequestAsync<FooRequest, FooResponse>("foobar.key", req =>
{
    return new FooResponse();
});

// Client
var response = await connection.RequestAsync<FooRequest, FooResponse>("foobar.key", new FooRequest());

Logging

In default, internal error is not logged so recommend to setup LoggerFactory. AlterNats has builtin simple MinimumConsoleLoggerFactory.

var options = NatsOptions.Default with
{
    LoggerFactory = new MinimumConsoleLoggerFactory(LogLevel.Information)
};

However for production use, use Microsoft.Extensions.Logging and setup your favorite logger. Cysharp/ZLogger is especially recommended to keep high performance.

// You're using Generic Host(Microsoft.Extensions.Hositng) or ASP.NET Core, you can get ILoggerFactory from the built-in pipeline.
// Otherwise, build it yourself from ServiceCollection.
var provider = new ServiceCollection()
    .AddLogging(x =>
    {
        x.ClearProviders();
        x.SetMinimumLevel(LogLevel.Information);
        x.AddZLoggerConsole();
    })
    .BuildServiceProvider();

var loggerFactory = provider.GetRequiredService<ILoggerFactory>();

var options = NatsOptions.Default with
{
    LoggerFactory = loggerFactory
};

await using var connection = new NatsConnection(options);

Integrated with generic host(ApplicationBuilder), AddNats automatically setup logger-factory.

var builder = WebApplication.CreateBuilder(args);

// will setup ApplicationBuilder's LoggerFactory
builder.Services.AddNats();

NatsConnection

NatsConnection is 1:1 physical socket connection of nats. It will connect automatically when first operation called. The connection can also be initiated explicitly with ConnectAsync. Executing DisposeAsync disconnects the connection. If the network is disconnected, it will automatically reconnect.

public class NatsConnection : IAsyncDisposable, INatsCommand
{
    public NatsConnection()
        : this(NatsOptions.Default)
    public NatsConnection(NatsOptions options)
    
    public NatsOptions Options { get; }
    public NatsConnectionState ConnectionState { get; }
    public ServerInfo? ServerInfo { get; }
    public async ValueTask ConnectAsync()
    public NatsStats GetStats()
    public async ValueTask DisposeAsync()
}

INatsCommand

INatsCommand is operation commands of NATS. key is available in NatsKey and string variants, see the NatsKey section for details.

Post*** is fire-and-forget command, ***Async is await network send.

public interface INatsCommand
{
    IObservable<T> AsObservable<T>(in NatsKey key);
    IObservable<T> AsObservable<T>(string key);
    ValueTask FlushAsync();
    ValueTask<TimeSpan> PingAsync();
    void PostDirectWrite(byte[] protocol);
    void PostDirectWrite(DirectWriteCommand command);
    void PostDirectWrite(string protocol, int repeatCount = 1);
    void PostPing();
    void PostPublish(in NatsKey key);
    void PostPublish(in NatsKey key, byte[] value);
    void PostPublish(in NatsKey key, ReadOnlyMemory<byte> value);
    void PostPublish(string key);
    void PostPublish(string key, byte[] value);
    void PostPublish(string key, ReadOnlyMemory<byte> value);
    void PostPublish<T>(in NatsKey key, T value);
    void PostPublish<T>(string key, T value);
    void PostPublishBatch<T>(IEnumerable<(NatsKey, T?)> values);
    void PostPublishBatch<T>(IEnumerable<(string, T?)> values);
    ValueTask PublishAsync(in NatsKey key);
    ValueTask PublishAsync(in NatsKey key, byte[] value);
    ValueTask PublishAsync(in NatsKey key, ReadOnlyMemory<byte> value);
    ValueTask PublishAsync(string key);
    ValueTask PublishAsync(string key, byte[] value);
    ValueTask PublishAsync(string key, ReadOnlyMemory<byte> value);
    ValueTask PublishAsync<T>(in NatsKey key, T value);
    ValueTask PublishAsync<T>(string key, T value);
    ValueTask PublishBatchAsync<T>(IEnumerable<(NatsKey, T?)> values);
    ValueTask PublishBatchAsync<T>(IEnumerable<(string, T?)> values);
    ValueTask<IDisposable> QueueSubscribeAsync<T>(in NatsKey key, in NatsKey queueGroup, Action<T> handler);
    ValueTask<IDisposable> QueueSubscribeAsync<T>(in NatsKey key, in NatsKey queueGroup, Func<T, Task> asyncHandler);
    ValueTask<IDisposable> QueueSubscribeAsync<T>(string key, string queueGroup, Action<T> handler);
    ValueTask<IDisposable> QueueSubscribeAsync<T>(string key, string queueGroup, Func<T, Task> asyncHandler);
    ValueTask<TResponse?> RequestAsync<TRequest, TResponse>(NatsKey key, TRequest request, CancellationToken cancellationToken = default);
    ValueTask<TResponse?> RequestAsync<TRequest, TResponse>(string key, TRequest request, CancellationToken cancellationToken = default);
    ValueTask<IDisposable> SubscribeAsync(in NatsKey key, Action handler);
    ValueTask<IDisposable> SubscribeAsync(string key, Action handler);
    ValueTask<IDisposable> SubscribeAsync<T>(in NatsKey key, Action<T> handler);
    ValueTask<IDisposable> SubscribeAsync<T>(in NatsKey key, Func<T, Task> asyncHandler);
    ValueTask<IDisposable> SubscribeAsync<T>(string key, Action<T> handler);
    ValueTask<IDisposable> SubscribeAsync<T>(string key, Func<T, Task> asyncHandler);
    ValueTask<IDisposable> SubscribeRequestAsync<TRequest, TResponse>(in NatsKey key, Func<TRequest, Task<TResponse>> requestHandler);
    ValueTask<IDisposable> SubscribeRequestAsync<TRequest, TResponse>(in NatsKey key, Func<TRequest, TResponse> requestHandler);
    ValueTask<IDisposable> SubscribeRequestAsync<TRequest, TResponse>(string key, Func<TRequest, Task<TResponse>> requestHandler);
    ValueTask<IDisposable> SubscribeRequestAsync<TRequest, TResponse>(string key, Func<TRequest, TResponse> requestHandler);
}

AsObservable is similar as subscribe but handler will be IObservable<T>.

Publish(byte[]) or Publish(ReadOnlyMemory<byte>) is special, in these cases, the value is sent as is, without passing through the serializer.

Hook

NatsConnection has some hook events.

public event EventHandler<string>? ConnectionDisconnected;
public event EventHandler<string>? ConnectionOpened;
public event EventHandler<string>? ReconnectFailed;
public Func<(string Host, int Port), ValueTask<(string Host, int Port)>>? OnConnectingAsync;

ConnectionOpened, ConnectionDisconnected, ReconnectFailed is called when occurs there event. OnConnectingAsync is called before connect to NATS server. For example, check health by HTTP before connect server as TCP.

// NATS server requires `-m 8222` option
await using var conn = new NatsConnection();
conn.OnConnectingAsync = async x => // (host, port)
{
    var health = await new HttpClient().GetFromJsonAsync<NatsHealth>($"http://{x.Host}:8222/healthz");
    if (health == null || health.status != "ok") throw new Exception();

    // if returning another (host, port), TCP connection will use it.
    return x;
};

public record NatsHealth(string status);

Stats

You can monitor network stats by NatsConnection.GetStats(). It can get these stats counter.

public readonly record struct NatsStats
(
    long SentBytes,
    long ReceivedBytes,
    long PendingMessages,
    long SentMessages,
    long ReceivedMessages,
    long SubscriptionCount
);

NatsConnectionPool

NatsConnection is 1:1 physical connection and internally create single pair of read/write async loop. Single connections are effective for multiplexing, but when flow rates are high, being a single loop is a negative performance factor.

NatsConnectionPool is a simple round-robin connection pool that manages multiple connections internally.

public sealed class NatsConnectionPool : IAsyncDisposable
{
    public NatsConnectionPool()
        : this(Environment.ProcessorCount / 2, NatsOptions.Default)
    public NatsConnectionPool(int poolSize)
        : this(poolSize, NatsOptions.Default)
    public NatsConnectionPool(NatsOptions options)
        : this(Environment.ProcessorCount / 2, options)
    public NatsConnectionPool(int poolSize, NatsOptions options)

    public IEnumerable<NatsConnection> GetConnections()
    public NatsConnection GetConnection()
    public INatsCommand GetCommand()

By default, it creates ProcessorCount / 2 connections and returns a different connection in a round-robin each time GetConnection() or GetCommand() is called.

If you are using AlterNats.Hosting, AddNats(poolSize) will use NatsConnectionPool.

builder.Services.AddNats(poolSize: 4);

// DI injection can get INatsCommand(or NatsConnection) that call pool.Command() as transient.
public MyController(INatsCommand command)

Sharding

Supports horizontal sharding on the client side using Key. If you are using Sharding, be aware that you cannot use wildcards for Key.

public sealed class NatsShardingConnection : IAsyncDisposable
{
    public NatsShardingConnection(int poolSize, NatsOptions options, string[] urls)

    public IEnumerable<NatsConnection> GetConnections()
    public ShardringNatsCommand GetCommand(in NatsKey key)
    public ShardringNatsCommand GetCommand(string key)
}

If you are using AlterNats.Hosting, AddNats(string[] urls) will use NatsShardingConnection.

builder.Services.AddNats(poolSize: 4, urls: new[]{"nats://foo,nats://bar"});

// DI injection can get NatsShardingConnection as singleton
public MyController(NatsShardingConnection connection)
{
    var cmd = connection.GetCommand("foobarbaz");
}

NatsKey

NatsKey is encoded key string. If you store string key as const, use NatsKey instead achieves better performance.

public static class Keys
{
    public static readonly NatsKey FooKey = new NatsKey("foo");
}

NatsOptions

NatsOptions is configure behaviour of AlterNats.

public sealed record NatsOptions
(
    string Url,
    ConnectOptions ConnectOptions,
    INatsSerializer Serializer,
    ILoggerFactory LoggerFactory,
    int WriterBufferSize,
    int ReaderBufferSize,
    bool UseThreadPoolCallback,
    string InboxPrefix,
    bool NoRandomize,
    TimeSpan PingInterval,
    int MaxPingOut,
    TimeSpan ReconnectWait,
    TimeSpan ReconnectJitter,
    TimeSpan ConnectTimeout,
    int CommandPoolSize,
    TimeSpan RequestTimeout
)
    
public static NatsOptions Default = new NatsOptions(
    Url: "nats://localhost:4222",
    ConnectOptions: ConnectOptions.Default,
    Serializer: new JsonNatsSerializer(new JsonSerializerOptions() { DefaultIgnoreCondition = JsonIgnoreCondition.WhenWritingNull }),
    LoggerFactory: NullLoggerFactory.Instance,
    WriterBufferSize: 65534,
    ReaderBufferSize: 1048576,
    UseThreadPoolCallback: false,
    InboxPrefix: "_INBOX.",
    NoRandomize: false,
    PingInterval: TimeSpan.FromMinutes(2),
    MaxPingOut: 2,
    ReconnectWait: TimeSpan.FromSeconds(2),
    ReconnectJitter: TimeSpan.FromMilliseconds(100),
    ConnectTimeout: TimeSpan.FromSeconds(2),
    CommandPoolSize: 256,
    RequestTimeout: TimeSpan.FromMinutes(1)
)

ConnectOptions

ConnectOptions is client -> server configuration of NATS.

public sealed record ConnectOptions
{
    /// <summary>Optional boolean. If set to true, the server (version 1.2.0+) will not send originating messages from this connection to its own subscriptions. Clients should set this to true only for server supporting this feature, which is when proto in the INFO protocol is set to at least 1.</summary>
    [JsonPropertyName("echo")]
    public bool Echo { get; init; } = true;

    /// <summary>Turns on +OK protocol acknowledgements.</summary>
    [JsonPropertyName("verbose")]
    public bool Verbose { get; init; }

    /// <summary>Turns on additional strict format checking, e.g. for properly formed subjects</summary>
    [JsonPropertyName("pedantic")]
    public bool Pedantic { get; init; }

    /// <summary>Indicates whether the client requires an SSL connection.</summary>
    [JsonPropertyName("tls_required")]
    public bool TLSRequired { get; init; }

    [JsonPropertyName("nkey")]
    public string? Nkey { get; init; } = null;

    /// <summary>The JWT that identifies a user permissions and acccount.</summary>
    [JsonPropertyName("jwt")]
    public string? JWT { get; init; } = null;

    /// <summary>In case the server has responded with a nonce on INFO, then a NATS client must use this field to reply with the signed nonce.</summary>
    [JsonPropertyName("sig")]
    public string? Sig { get; init; } = null;

    /// <summary>Client authorization token (if auth_required is set)</summary>
    [JsonPropertyName("auth_token")]
    public string? AuthToken { get; init; } = null;

    /// <summary>Connection username (if auth_required is set)</summary>
    [JsonPropertyName("user")]
    public string? Username { get; init; } = null;

    /// <summary>Connection password (if auth_required is set)</summary>
    [JsonPropertyName("pass")]
    public string? Password { get; init; } = null;

    /// <summary>Optional client name</summary>
    [JsonPropertyName("name")]
    public string? Name { get; init; } = null;

    /// <summary>The implementation language of the client.</summary>
    [JsonPropertyName("lang")]
    public string ClientLang { get; init; } = "C#";

    /// <summary>The version of the client.</summary>
    [JsonPropertyName("version")]
    public string ClientVersion { get; init; } = GetAssemblyVersion();

    /// <summary>optional int. Sending 0 (or absent) indicates client supports original protocol. Sending 1 indicates that the client supports dynamic reconfiguration of cluster topology changes by asynchronously receiving INFO messages with known servers it can reconnect to.</summary>
    [JsonPropertyName("protocol")]
    public int Protocol { get; init; } = 1;

    [JsonPropertyName("account")]
    public string? Account { get; init; } = null;

    [JsonPropertyName("new_account")]
    public bool? AccountNew { get; init; }

    [JsonPropertyName("headers")]
    public bool Headers { get; init; } = false;

    [JsonPropertyName("no_responders")]
    public bool NoResponders { get; init; } = false;
}

Serialization

In default, serializer uses System.Text.Json. for more performant serialization, you can use MessagePack extension package.

PM> Install-Package AlterNats.MessagePack

var options = NatsOptions.Default with
{
    Serializer = new MessagePackNatsSerializer(),
};

Performance

Binary compare of TextProtocol

NATS Protocol is text-protocol, However, by parsing it like binary code, it provides a fast decision.

NATS can determine the type of message coming in by the leading string (INFO, MSG, PING, +OK, -ERR, etc.). It can be converted to a 4-character Int for comparison.

// msg = ReadOnlySpan<byte>
if(Unsafe.ReadUnaligned<int>(ref MemoryMarshal.GetReference<byte>(msg)) == 1330007625) // INFO
{
}

AlterNats using this constant.

internal static class ServerOpCodes
{
    public const int Info = 1330007625;  // Encoding.ASCII.GetBytes("INFO") |> MemoryMarshal.Read<int>
    public const int Msg = 541545293;    // Encoding.ASCII.GetBytes("MSG ") |> MemoryMarshal.Read<int>
    public const int Ping = 1196312912;  // Encoding.ASCII.GetBytes("PING") |> MemoryMarshal.Read<int>
    public const int Pong = 1196314448;  // Encoding.ASCII.GetBytes("PONG") |> MemoryMarshal.Read<int>
    public const int Ok = 223039275;     // Encoding.ASCII.GetBytes("+OK\r") |> MemoryMarshal.Read<int>
    public const int Error = 1381123373; // Encoding.ASCII.GetBytes("-ERR") |> MemoryMarshal.Read<int>
}

Automatically pipelining

All NATS protocol writes and reads are pipelined (batch).

image

This is not only effective in reducing round trip time, but also in reducing the number of consecutive system calls.

All one object

For the convenience of packing into a Channel, we need to put the data into a write message object and hold it in the heap. We also need a Promise for an asynchronous method that waits until the write is complete.

await connection.PublishAsync(value);

To implement such an API efficiently, let's cohabitate and pack all the functions into a single message object (internally named Command) that must be allocated.

class AsyncPublishCommand<T> : ICommand, IValueTaskSource, IThreadPoolWorkItem, IObjectPoolNode<AsyncPublishCommand<T>>

internal interface ICommand
{
    void Write(ProtocolWriter writer);
}

internal interface IObjectPoolNode<T>
{
    ref T? NextNode { get; }
}

And by putting this one object itself into the object pool, it is asynchronous programming with zero allocation.

Zero-copy Architecture

The data to be Publish/Subscribe is usually serialized C# types to JSON, MessagePack, and so on. In this case, it is inevitably exchanged in byte[], for example, the content of RedisValue in StackExchange.Redis is actually byte[], and whether sending or receiving, byte[] will be generated and retained.

AlterNats serializer uses IBufferWriter<byte> for Write, ReadOnlySequence<byte> for Read.

public interface INatsSerializer
{
    int Serialize<T>(ICountableBufferWriter bufferWriter, T? value);
    T? Deserialize<T>(in ReadOnlySequence<byte> buffer);
}

public interface ICountableBufferWriter : IBufferWriter<byte>
{
    int WrittenCount { get; }
}
// Implementation of MessagePack for C#
public class MessagePackNatsSerializer : INatsSerializer
{
    public int Serialize<T>(ICountableBufferWriter bufferWriter, T? value)
    {
        var before = bufferWriter.WrittenCount;
        MessagePackSerializer.Serialize(bufferWriter, value);
        return bufferWriter.WrittenCount - before;
    }

    public T? Deserialize<T>(in ReadOnlySequence<byte> buffer)
    {
        return MessagePackSerializer.Deserialize<T>(buffer);
    }
}

The Serialize methods of System.Text.Json and MessagePack for C# provide an overload that accepts IBufferWriter<byte>. The serializer directly accesses and writes to the buffer provided for writing to the Socket via IBufferWriter<byte>, eliminating the copying of bytes[] between the Socket and the serializer.

image

Tips

As mentioned in the NatsConnectionPool section, the connection is driven by a pair of single async read/write loop. Although it can be a balance with multiplexing, proper use of NatsConnectionPool can improve performance.

The Subscribe handler also runs on the read-loop, so if the handler blocks, the read-loop will also block. Be sure to use await when I/O, etc. occurs, and consider a separate Task.Run for CPU-intensive callbacks.

If NatsOptions.UseThreadPoolCallback is set to true, all callback handlers are executed on the thread pool, so the read loop is not blocked. However, performance under high workloads is reduced compared to the false case. Therefore, the default is false.

Architecture guide

Cysharp creating MagicOnion network framework that run both .NET and Unity. For example, with Unity (or other .NET Client) and Server (MagicOnion).

image

Single server is simple, however real-case needs multiple server. This pattern uses loadbalancer and pubsub backend.

image

This pattern is used in Socket.IO's Redis adaptor, SignalR's Redis backplane, and also MagicOnion's Redis backplane. What you can do with PubSub in Redis, you can do with NATS.

This pattern can be server as stateless and easy to scale-out. The disadvantage is that the server cannot have state. If states are required, there are architectures that let you connect to specific servers.

image

In this case, you can have full in-memory state in the server to connect to the same server, or you can run a so-called game loop inside to process the game. You can also host a headless Unity or similar without a screen, and run the client itself on the server.

However, it is difficult to achieve this pattern with plain Kubernetes, and there is a solution called Agones for this purpose.

However, this has its drawbacks. The game server that Agones envisions is for hosting one game session per process, so it cannot be used as is to host many game sessions in a single process. A lightweight game server (MagicOnion) can pack many game sessions into a single process, and there is a big difference in cost if this is set up in separate containers.

Cysharp is providing state-full server utility for game-loop called LogicLooper. Hosting LogicLooper as Worker Service in .NET 6 will be simpler pattern.

image

Since the state of the entire game is managed by LogicLooper itself, MagicOnion itself, which is directly connected to the client, is stateless. Therefore, from an infrastructure standpoint, MagicOnion only needs to be placed under a load balancer, and all the hassles associated with connections between servers can be pushed to NATS, making infrastructure management itself a fairly simple configuration.

Also, MagicOnion itself is a stateful system, and it is easy for each user to have their own state (as long as they do not cross servers). Therefore, data that arrives from LogicLooper and does not need to be delivered to connected users can be culled using the user states that MagicOnion has, and the amount of traffic can be reduced by not transferring the data in the first place or by thinning it out, thereby improving the user experience. This improves the user experience.

This pattern is ideal for MORPGs, MMORPGs and creating Metaverse.

Limitation

Currently, AlterNats is not oriented toward compatibility and comprehensiveness, specializes in performance against Core NATS. Therefore, these features are not supported.

  • TLS
  • JetStream
  • Header

License

This library is licensed under the MIT License.

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CsprojModifier performs additional processing when Unity Editor generates the .csproj.
C#
135
star
29

ValueTaskSupplement

Append supplemental methods(WhenAny, WhenAll, Lazy) to ValueTask.
C#
126
star
30

Kokuban

Simplifies styling strings in the terminal for .NET application.
C#
121
star
31

Claudia

Unofficial Anthropic Claude API client for .NET.
C#
118
star
32

SlnMerge

SlnMerge merges the solution files when generating solution file by Unity Editor.
C#
111
star
33

GrpcWebSocketBridge

Yet Another gRPC over HTTP/1 using WebSocket implementation, primarily targets .NET platform.
C#
71
star
34

WebSerializer

Convert Object into QueryString/FormUrlEncodedContent for C# HttpClient REST Request.
C#
60
star
35

RandomFixtureKit

Fill random/edge-case value to target type for unit testing, supports both .NET Standard and Unity.
C#
43
star
36

Actions

30
star
37

DocfxTemplate

Patchworked DocFX v2 template for Cysharp
JavaScript
6
star
38

com.unity.ide.visualstudio-backport

Backport of com.unity.ide.visualstudio to before Unity 2019.4.21
C#
1
star