Distributed load-testing Framework for .NET and Unity.
This library allows you to write distributed load test scenarios in plain C#, no needs weird gui, dsl, xml, json, yaml. In addition to HTTP/1, you can test HTTP/2, gRPC, MagicOnion, Photon, or original network transport by writing in C#.
DFrame is similar as Locust, combination of two parts, DFrame.Controller(built by Blazor Server) as Web UI and DFrame.Worker as C# test scenario script. DFrame is providing as a library however you can bootup easily if you are faimiliar with C#.
// Install-Package DFrame
using DFrame;
DFrameApp.Run(7312, 7313); // WebUI:7312, WorkerListen:7313
public class SampleWorkload : Workload
{
public override async Task ExecuteAsync(WorkloadContext context)
{
Console.WriteLine($"Hello {context.WorkloadId}");
}
}You can now open your browser and run the tests you have set up. It can be used as a single execution tool like Ab, but the distribution mechanism is very simple. When you start the Worker application, it will go to the connect address of the Controller by MagicOnion(grpc-dotnet). That's it, the connection is complete. Now all you have to do is wait for the command from the web UI.
DFrame.Worker also supports Unity. This means that by deploying it on a large number of Headless Unity or device farms, we can load test even network frameworks that only work with Unity.
Don't forget about performance. It is very important to hit a lot of RPS on single machine. Many of the major load testing tools are not very powerful(except for wrk). DFrame is highly optimized and also brings out the full power of compiled C# code.
- Getting started
- Controller and Worker
- Workload
- Mode
- Options
- DFrameApp/DFrameAppBuilder
- Persistent execute results
- REST API for Automation
- Unity
- Controller event handling
- License
For .NET, use NuGet. For Unity, please read Unity section.
Install-Package DFrame
DFrameApp.Run is most simple entry point of DFrame. It runs DFrame.Controler and DFrame.Worker in single binary.
DFrame calls a test scenario a Workload. Your test scenario implements Workload and Task ExecuteAsync(WorkloadContext context).
using DFrame;
DFrameApp.Run(7312, 7313); // WebUI:7312, WorkerListen:7313
public class SampleWorkload : Workload
{
public override async Task ExecuteAsync(WorkloadContext context)
{
Console.WriteLine($"Hello {context.WorkloadId}");
}
}Open the browser http://localhost:7312, Workload select-box has this SampleWorkload.
ExecuteAsync is invoked "Total Request" times. Concurrency is sometimes referred to as Virtual User in other frameworks. In DFrame, create N workloads on single worker and invoke ExecuteAsync in parallel.
Other overloads, Workload has SetupAsync, TeardownAsync and Complete. For example, simple gRPC test is here.
public class GrpcTest : Workload
{
GrpcChannel? channel;
Greeter.GreeterClient? client;
public override async Task SetupAsync(WorkloadContext context)
{
channel = GrpcChannel.ForAddress("http://localhost:5027");
client = new Greeter.GreeterClient(channel);
}
public override async Task ExecuteAsync(WorkloadContext context)
{
await client!.SayHelloAsync(new HelloRequest(), cancellationToken: context.CancellationToken);
}
public override async Task TeardownAsync(WorkloadContext context)
{
if (channel != null)
{
await channel.ShutdownAsync();
channel.Dispose();
}
}
}You can also accept parameters, so you can create something like passing an arbitrary URL. In the constructor, you can accept parameters or an instance injected by DI.
using DFrame;
using Microsoft.Extensions.DependencyInjection;
// use builder can configure services, logging, configuration, etc.
var builder = DFrameApp.CreateBuilder(7312, 7313);
builder.ConfigureServices(services =>
{
services.AddSingleton<HttpClient>();
});
await builder.RunAsync();
public class HttpGetString : Workload
{
readonly HttpClient httpClient;
readonly string url;
// HttpClient is from DI, URL is passed from Web UI
public HttpGetString(HttpClient httpClient, string url)
{
this.httpClient = httpClient;
this.url = url;
}
public override async Task ExecuteAsync(WorkloadContext context)
{
await httpClient.GetStringAsync(url, context.CancellationToken);
}
}
If you want to test a simple HTTP GET/POST/PUT/DELETE, you can enable IncludeDefaultHttpWorkload, which will add a workload that accepts url and body parameters.
using DFrame;
var builder = DFrameApp.CreateBuilder(7312, 7313);
builder.ConfigureWorker(x =>
{
x.IncludesDefaultHttpWorkload = true;
});
builder.Run();This option is useful if you want to try out a DFrame.
Worker connections means multiple processes. If they are running on different servers, they can be executed concurrently from distributed servers. The Controller must always be a single process, but the Worker can launch multiple processes.
There are two ways to separate the Controller from the Worker. The first is to simply separate the projects.
The other ways is to switch modes with command line arguments. I recommend this one as it makes local development easier. DFrameApp.CreateBuilder has RunAsync(run both), RunControllerAsync(run only controller), RunWorkerAsync(run only worker).
using DFrame;
var builder = DFrameApp.CreateBuilder(5555, 5556); // portWeb, portListenWorker
if (args.Length == 0)
{
// local, run both(host WebUI on http://localhost:portWeb)
await builder.RunAsync();
}
else if (args[0] == "controller")
{
// listen http://*:portWeb as WebUI and http://*:portListenWorker as Worker listen gRPC
await builder.RunControllerAsync();
}
else if (args[0] == "worker")
{
// worker connect to (controller) address.
// You can also configure from appsettings.json via builder.ConfigureWorker((ctx, options) => { options.ControllerAddress = "" });
await builder.RunWorkerAsync("http://foobar:5556");
}For minimizes dependency, you can only reference DFrame.Controller instead of DFrame.
Install-Package DFrame.Controller
If you want to use DFrame.Controller instead of DFrameApp, build it from WebApplicationBuilder and RunDFrameControllerAsync().
using DFrame;
using Microsoft.AspNetCore.Builder;
var builder = WebApplication.CreateBuilder(args);
await builder.RunDFrameControllerAsync();DFrame.Controller open two addresses, Http/1 is for Web UI(built on Blazor Server), Http/2 is for worker clusters(built on MagicOnion(gRPC)). You have to add appsettings.json(and CopyToOutputDirectory) to configure address.
{
"Kestrel": {
"Endpoints": {
"Http": {
"Url": "http://localhost:7312",
"Protocols": "Http1"
},
"Grpc": {
"Url": "http://localhost:7313",
"Protocols": "Http2"
}
}
}
}DFrameApp/DFrameAppBuilder.Run() has string? controllerAddress = null parameter. If does not pass any value, DFrame.Worker connect to http://localhost:portListenWorker. If you want to connect other server, must pass controllerAddress.
// controller listen worker on http://*:7313 and worker connect to "http://999.99.99.99:7313".
DFrameApp.Run(7312, 7313, "http://999.99.99.99:7313");For minimizes dependency, you can only reference DFrame.Worker instead of DFrame.
Install-Package DFrame.Worker
If you want to use DFrame.Worker instead of DFrameApp, build it from Host and RunDFrameWorkerAsync().
using DFrame;
using Microsoft.Extensions.Hosting;
await Host.CreateDefaultBuilder(args)
.RunDFrameWorkerAsync("http://localhost:7313"); // http/2 address to connect controllerWorkload is a test scenario unit you can write own. It always requires the implementation of ExecuteAsync, but it has three other methods.
public abstract class Workload
{
public abstract Task ExecuteAsync(WorkloadContext context);
public virtual Task SetupAsync(WorkloadContext context);
public virtual Task TeardownAsync(WorkloadContext context);
public virtual Dictionary<string, string>? Complete(WorkloadContext context);
}Here is a pseudo code of workload lifetime.
var workloads = new Workloads[concurrency];
for (var i = 0; i < workloads.Length; i++)
{
// actually uses ActivatorUtilities.CreateInstance to support DI and Parameters
workloads[i] = new Workload();
}
try
{
await Task.WhenAll(workloads.Select(workload => workload.SetupAsync());
await Task.WhenAll(workloads.Select(async workload =>
{
for (var i = 0; i < executeCount; i++)
{
await workload.ExecuteAsync();
}
});
foreach(var workload in workloads) workload.Complete(); // send result to server
}
finally
{
await Task.WhenAll(workloads.Select(workload => workload.TeardownAsync());
}Workload constructor can accepts DI instance or parameter. Allowed Parameter types are all primitives(int, string, double, etc...) and Guid and DateTime and Enum.
public class LogSum : Workload
{
readonly ILogger<LoggerSum> logger;
readonly int x;
readonly int y;
public LogSum(ILogger<LoggerSum> logger, int x, int y)
{
this.logger = logger;
this.x = x;
this.y = y;
}
public override async Task ExecuteAsync(WorkloadContext context)
{
logger.LogInformation($"Log Sum Parameters:{x + y}")
}
}In default, Workload name is selected from Type.Name. If you wan to custom name instead of type name, you can use WorkloadAttribute.
[Workload("my-workload")]
public class MyWorkload : Workload
{
// snip...
}Dictionary<string, string>? Complete() methods return result to server. It is called after Execute complete.
public class ReturnResult : Workload
{
DateTime beginTime;
DateTime endTime;
int executeCount;
public override async Task SetupAsync(WorkloadContext context)
{
beginTime = DateTime.Now;
}
public override async Task ExecuteAsync(WorkloadContext context)
{
endTime = DateTime.Now;
executeCount++;
}
public override Dictionary<string, string>? Complete(WorkloadContext context)
{
return new()
{
{ "begin", beginTime.ToString() },
{ "end", endTime.ToString() },
{ "count", executeCount.ToString() },
};
}
}It can check on ... drawer on each worker result.
public class WorkloadContext
{
public CommandMode CommandMode { get; }
public ExecutionId ExecutionId { get; }
public WorkloadId WorkloadId { get; }
public int WorkloadCount { get; }
public int WorkloadIndex { get; }
public long ExecuteCount { get; }
public int Concurrency { get; }
public long TotalRequestCount { get; }
public CancellationToken CancellationToken { get; }
}Especially CancellationToken is important, execution will be canceled if press Cancel or Stop from Controller. So use Async method in SetupAsync or ExecuteAsync, you should pass context.CancellationToken.
For the execute, DFrame has four modes. Select workload, Concurrency, Worker Limit is common settings. Concurrency is create and parallel count per worker. For example 4 worker connections and 10 concurrency, DFrame create 40 instance of workload and parallel number of execute is 40. Worker Limit limits workers for execution. If No Limit, uses all worker connections.
Total Request is total count of execution. Execution count per workload is total-request / worker-limit / concurrency.
Repeat is similar as Ramp-Up. After request completed, increase TotalRequest and WorkerLimit.
Duration has no TotalRequest. Instead, has duration seconds.
Infinite executes inifinitely until STOP.
Options can be configure via DFrameAppBuilder's ConfigureWorker, ConfigureController.
var builder = DFrameApp.CreateBuilder(7312, 7313);
// setup Controller options.
builder.ConfigureController((ctx, options) =>
{
options.CompleteElapsedBufferCount = 100000;
options.Title = "My DFrame Controller";
});
// setup Worker options.
builder.ConfigureWorker((ctx, options) =>
{
options.Metadata = new()
{
{ "MachineName", Environment.MachineName }
};
options.VirtualProcess = 4;
options.MinBatchRate = 5000;
options.MaxBatchRate = 10000;
});If you're using HostBuilder.RunDFrameWorkerAsync or WebApplicationBuilder.RunDFrameControllerAsync, Run...Async has configure parameter.
await Host.CreateDefaultBuilder(args).RunDFrameWorkerAsync((ctx, opt) =>
{
opt.ControllerAddress = "http://localhost:7313";
});
await WebApplication.CreateBuilder(args).RunDFrameControllerAsync((ctx, opt) =>
{
opt.Title = "foo";
}); There ctx is HostContext, it can get configuration so you can set option from configuration.
public class DFrameControllerOptions
{
/// <summary>Affects to calculate median, percentile90, percentile95.</summary>
public int CompleteElapsedBufferCount { get; set; } = 100000;
public int ServerLogBufferCount { get; set; } = 1000;
public string Title { get; set; } = "DFrame Controller";
public bool DisableRestApi { get; set; } = false;
}For compute median and percentile, server stored all elapsed values. However can not store all to save server memory so DFrame uses circular buffer to store it. If value over CompleteElapsedBufferCount, first value is out and new value is in at last. This buffer is per worker.
public class DFrameWorkerOptions
{
public string ControllerAddress { get; set; } = default!;
public TimeSpan ConnectTimeout { get; set; } = TimeSpan.FromMinutes(1);
public TimeSpan ReconnectTime { get; set; } = TimeSpan.FromSeconds(5);
#if !UNITY_2020_1_OR_NEWER
public SocketsHttpHandlerOptions SocketsHttpHandlerOptions { get; set; } = new SocketsHttpHandlerOptions();
#else
public Grpc.Core.ChannelCredentials GrpcChannelCredentials { get; set; } = Grpc.Core.ChannelCredentials.Insecure;
public IEnumerable<Grpc.Core.ChannelOption> GrpcChannelOptions { get; set; } = Array.Empty<Grpc.Core.ChannelOption>();
#endif
public Assembly[] WorkloadAssemblies { get; set; } = AppDomain.CurrentDomain.GetAssemblies();
public Dictionary<string, string> Metadata { get; set; } = new Dictionary<string, string>();
public bool IncludesDefaultHttpWorkload { get; set; } = false;
public int VirtualProcess { get; set; } = 1;
public int MinBatchRate { get; set; } = 500;
public int MaxBatchRate { get; set; } = 1000;
public int BatchRate
{
set
{
MinBatchRate = MaxBatchRate = value;
}
}
public DFrameWorkerOptions()
{
}
public DFrameWorkerOptions(string controllerAddress)
{
this.ControllerAddress = controllerAddress;
}
}
#if !UNITY_2020_1_OR_NEWER
public class SocketsHttpHandlerOptions
{
public TimeSpan KeepAlivePingDelay { get; set; } = TimeSpan.FromSeconds(60);
public TimeSpan KeepAlivePingTimeout { get; set; } = TimeSpan.FromSeconds(30);
}
#endifControllerAddress has some shorthand. DFrameApp.Run/RunAync(string? controllerAddress = null), DFrameAppBuilder.Run/RunAsync/RunWorkerAsync(string? controllerAddress = null) will set ControllerAddress if value is not null.
If you want to set ControllerAddress from configuration, use Action<HostBuilderContext, DFrameWorkerOptions> configureWorker parameter and get config from HostBuilderContext.
VirtualProcess changes the number of Worker connections in a single Process. If you change to 32, Worker connections will shown 32. This means changing the Socket for the gRPC connection to the Controller to multiple sockets. Performance may be improved if the Workload is running fast and waiting for Progress to be sent. However, if you are actually running multiple Workers, we recommend that you change this only if the Worker is a single process, as it will be confusing to distinguish between real and virtual Workers.
BatchRate is sent rate of progress to server. If set to 1, sent everytime. If Execute is slow, you can lower the rate because the load on the Controller is not high (but the RPS will go down because of the overhead of sending it). If Execute is fast, or if a large number of Workloads are being executed, the load on the Controller may increase. In such cases, you may want to increase the BatchRate.
The actual batch interval is changed for each transmission from MinBatchRate - MaxBatchRate. This jitter helps to reduce the load on the Controller, so it is recommended to set Min and Max instead of setting the same number.
Metadata is sent to Contoller when connecting. It can see in the result's ... drawer.
var builder = DFrameApp.CreateBuilder(7312, 7313);
builder.ConfigureWorker(options =>
{
options.Metadata = new()
{
{ "MachineName", Environment.MachineName },
{ "ProcessorCount", Environment.ProcessorCount.ToString() }
};
});
builder.Run();
DFrameApp setups both Controller and Worker. It has Run(), RunAsync() and CreateBuilder() methods.
DFrameAppBuilder has Configure*** methods like ConfigureServices, ConfigureLogging, etc. It configure both Controller and Worker. If you want to set it to only one side, use ControllerBuilder or WorkerBuilder property.
DFrameAppBuilder also has ConfigureController and ConfigureWorker, it can configure DFrame options.
In default, execution result is stored to in-memory so deleted when server restarted. If you want to persistent results, implements IExecutionResultHistoryProvider and inject it.
public interface IExecutionResultHistoryProvider
{
public event Action? NotifyCountChanged;
int GetCount();
IReadOnlyList<ExecutionSummary> GetList(); // list is shown in history page(reverse order)
(ExecutionSummary Summary, SummarizedExecutionResult[] Results)? GetResult(ExecutionId executionId);
void AddNewResult(ExecutionSummary summary, SummarizedExecutionResult[] results);
}For exapmle, store to Database, here is sample DDL.
CREATE TABLE dframe_results (
execution_id string, // primary key
start_time datetime, // create index
summary json, // serialize ExecutionSummary
results json, // serialize SummarizedExecutionResult[]
);ExecutionSummary and SummarizedExecutionResult is serializable(can serialize/deserialize). This is the sample of json export to file.
public class FlatFileLogExecutionResultHistoryProvider : IExecutionResultHistoryProvider
{
readonly string rootDir;
readonly IExecutionResultHistoryProvider memoryProvider;
public event Action? NotifyCountChanged;
public FlatFileLogExecutionResultHistoryProvider(string rootDir)
{
this.rootDir = rootDir;
this.memoryProvider = new InMemoryExecutionResultHistoryProvider();
}
public int GetCount()
{
return memoryProvider.GetCount();
}
public IReadOnlyList<ExecutionSummary> GetList()
{
return memoryProvider.GetList();
}
public (ExecutionSummary Summary, SummarizedExecutionResult[] Results)? GetResult(DFrame.Controller.ExecutionId executionId)
{
return memoryProvider.GetResult(executionId);
}
public void AddNewResult(ExecutionSummary summary, SummarizedExecutionResult[] results)
{
var fileName = $"{summary.StartTime.ToString("yyyy-MM-dd hh.mm.ss")} {summary.Workload} {summary.ExecutionId}";
var json = JsonSerializer.Serialize(new { summary, results }, new JsonSerializerOptions { WriteIndented = true });
var d = Directory.CreateDirectory(rootDir);
Console.WriteLine(d.FullName);
File.WriteAllText(Path.Combine(rootDir, fileName), json);
memoryProvider.AddNewResult(summary, results);
NotifyCountChanged?.Invoke();
}
}Created provider set to ServiceCollections as Singleton.
var builder = DFrameApp.CreateBuilder(1000, 1001);
builder.ConfigureServices(services =>
{
services.AddSingleton<IExecutionResultHistoryProvider>(new FlatFileLogExecutionResultHistoryProvider("results"));
});For automation, DFrame.Controller has REST API. For example /api/connections can get current connections count. This REST API is request/response JSON so you can handle any languages, however C# has SDK so you can use typed client.
Install-Package DFrame
You can write like this.
using DFrame.RestSdk;
var client = new DFrameClient("http://localhost:7312/");
// start request
await client.ExecuteRequestAsync(new()
{
Workload = "SampleWorkload",
Concurrency = 10,
TotalRequest = 100000
});
// loadtest is running, wait complete.
await client.WaitUntilCanExecute();
// get summary and results[]
var result = await client.GetLatestResultAsync();Which api can be used, sorry to see RestSDK's C# code. https://github.com/Cysharp/DFrame/blob/master/src/DFrame.RestSdk/DFrameClient.cs
You can install via UPM git URL package or asset package(DFrame.*.unitypackage) available in DFrame/releases page.
Andalso, you need to install dependent libraries(MagicOnion, MessagePack, gRPC).
setup details, see MagicOnion#support-unity section. Code generation is no needed.
Here is the sample of connection holder and workload.
public class DFrameWorker : MonoBehaviour
{
DFrameWorkerApp app;
[RuntimeInitializeOnLoadMethod]
static void Init()
{
new GameObject("DFrame Worker", typeof(SampleOne));
}
private void Awake()
{
DontDestroyOnLoad(gameObject);
}
async void Start()
{
// setup your controller address
app = new DFrameWorkerApp("localhost:7313");
await app.RunAsync();
}
private void OnDestroy()
{
app.Dispose();
}
}
[Preserve]
public class SampleWorkload : Workload
{
public override Task ExecuteAsync(WorkloadContext context)
{
Debug.Log("Exec");
return Task.CompletedTask;
}
public override Task TeardownAsync(WorkloadContext context)
{
Debug.Log("Teardown");
return Task.CompletedTask;
}
}
// Preserve for Unity IL2CPP
internal class PreserveAttribute : System.Attribute
{
}
DFrame.Controller provides event publishing using MessagePipe.
You can intercept processing at each step of the controller by obtaining ISubscriber<ControllerEventMessage> subscriber from DI.
class SomeService : IHostedService
{
readonly ISubscriber<ControllerEventMessage> subscriber;
private IDisposable? eventMessageSubscription = null;
// ISubscriber<ControllerEventMessage> is from DI.
public SomeService(ISubscriber<ControllerEventMessage> subscriber)
{
this.subscriber = subscriber;
}
public Task StartAsync(CancellationToken cancellationToken)
{
var bag = DisposableBag.CreateBuilder(initialCapacity: 1);
subscriber.Subscribe(
eventMessage =>
{
// Your code.
}
).AddTo(bag);
eventMessageSubscription = bag.Build();
return Task.CompletedTask;
}
public Task StopAsync(CancellationToken cancellationToken)
{
eventMessageSubscription?.Dispose();
return Task.CompletedTask;
}
}A sample using this is available here. For more information on usage, please refer to the MessagePipe documentation.
This library is under the MIT License.