Improve load balancing and move to pull based model

This commit is contained in:
Stone_Red
2025-12-21 14:18:35 +01:00
parent 27558ba3f2
commit 8d5bb1eff4
8 changed files with 344 additions and 149 deletions
+220 -123
View File
@@ -1,92 +1,135 @@
using Microsoft.AspNetCore.SignalR.Client;
using Microsoft.Extensions.Logging;
using RemoteExec.Shared;
using System.Collections.Concurrent;
using System.Diagnostics.CodeAnalysis;
using System.Diagnostics;
using System.Reflection;
using System.Text.Json;
using System.Threading.Channels;
namespace RemoteExec.Client;
public class RemoteExecutor
public class RemoteExecutor : IDisposable
{
private readonly List<HubConnection> connections = [];
private readonly ConcurrentDictionary<HubConnection, ServerMetrics> serverMetrics = new();
private int _currentConnectionIndex = 0;
private readonly Lock @lock = new Lock();
private readonly List<ServerConnection> servers = [];
private readonly BlockingCollection<PendingTask> globalQueue = [];
private readonly ConcurrentDictionary<Guid, TaskCompletionSource<RemoteExecutionResult>> pendingResults = new();
private CancellationTokenSource distributorCts = new();
private Task? distributorTask;
private readonly LoadBalancingStrategy loadBalancingStrategy;
private bool disposedValue;
public event EventHandler<ServerMetricsUpdatedEventArgs>? MetricsUpdated;
public RemoteExecutor(string url) : this([url], LoadBalancingStrategy.RoundRobin)
public RemoteExecutor(string url) : this([url], LoadBalancingStrategy.ResourceAware)
{
}
public RemoteExecutor(string[] urls, LoadBalancingStrategy loadBalancingStrategy = LoadBalancingStrategy.RoundRobin)
public RemoteExecutor(string[] urls, LoadBalancingStrategy loadBalancingStrategy = LoadBalancingStrategy.ResourceAware)
{
this.loadBalancingStrategy = loadBalancingStrategy;
foreach (string url in urls)
{
Uri baseUri = new(url);
Uri signalRUri = new(baseUri, "/remote");
HubConnection connection = new HubConnectionBuilder()
.WithUrl(url)
.WithUrl(signalRUri)
.WithAutomaticReconnect()
.ConfigureLogging(logging =>
{
_ = logging.AddProvider(new RemoteExecLoggerProvider());
})
.Build();
connections.Add(connection);
HttpClient httpClient = new()
{
BaseAddress = baseUri
};
ServerConnection serverConnection = new ServerConnection(connection, httpClient);
servers.Add(serverConnection);
}
}
public async Task StartAsync(CancellationToken cancellationToken = default)
{
distributorCts = CancellationTokenSource.CreateLinkedTokenSource(cancellationToken);
List<Task> startTasks = [];
foreach (HubConnection connection in connections)
foreach (ServerConnection server in servers)
{
_ = connection.On<ServerMetrics>("MetricsUpdated", metrics =>
_ = server.Connection.On<ServerMetrics>("MetricsUpdated", metrics =>
{
serverMetrics[connection] = metrics;
MetricsUpdated?.Invoke(this, new ServerMetricsUpdatedEventArgs(connection, metrics));
server.Metrics = metrics;
MetricsUpdated?.Invoke(this, new ServerMetricsUpdatedEventArgs(server.Connection, metrics));
});
_ = connection.On($"RequestAssembly", async (string assemblyName, Guid requestId) =>
_ = server.Connection.On<Guid, RemoteExecutionResult>("TaskResult", (taskId, result) =>
{
if (pendingResults.TryRemove(taskId, out TaskCompletionSource<RemoteExecutionResult>? tcs))
{
tcs.SetResult(result);
}
});
_ = server.Connection.On($"RequestAssembly", async (string assemblyName, Guid requestId) =>
{
Assembly? assembly = AppDomain.CurrentDomain.GetAssemblies().FirstOrDefault(a => a.GetName().FullName == assemblyName) ?? Assembly.Load(new AssemblyName(assemblyName));
byte[] dllBytes = await File.ReadAllBytesAsync(assembly.Location!);
Channel<byte> channel = Channel.CreateUnbounded<byte>();
foreach (byte b in dllBytes)
{
await channel.Writer.WriteAsync(b);
}
channel.Writer.Complete();
await connection.InvokeAsync("ProvideAssembly", requestId, channel.Reader);
ByteArrayContent content = new(dllBytes);
content.Headers.ContentType = new System.Net.Http.Headers.MediaTypeHeaderValue("application/octet-stream");
_ = await server.HttpClient.PostAsync($"/provide-assembly?requestId={requestId}", content);
});
startTasks.Add(connection.StartAsync(cancellationToken)
startTasks.Add(server.Connection.StartAsync(cancellationToken)
.ContinueWith(async (task, state) =>
{
HubConnection conn = (HubConnection)state!;
serverMetrics[conn] = await conn.InvokeAsync<ServerMetrics>("GetMetrics", cancellationToken);
MetricsUpdated?.Invoke(this, new ServerMetricsUpdatedEventArgs(conn, serverMetrics[conn]));
}, connection, TaskScheduler.Default).Unwrap());
ServerConnection conn = (ServerConnection)state!;
conn.Metrics = await conn.Connection.InvokeAsync<ServerMetrics>("GetMetrics", cancellationToken);
MetricsUpdated?.Invoke(this, new ServerMetricsUpdatedEventArgs(conn.Connection, conn.Metrics));
await conn.Connection.SendAsync("StartTaskStream", conn.TaskChannel.Reader, cancellationToken);
}, server, TaskScheduler.Default).Unwrap());
}
await Task.WhenAll(startTasks);
distributorTask = Task.Run(() => DistributorLoop(distributorCts.Token), distributorCts.Token);
}
public async Task StopAsync(CancellationToken cancellationToken = default)
{
await distributorCts.CancelAsync();
if (distributorTask != null)
{
try
{
await distributorTask;
}
catch (OperationCanceledException)
{
// Expected
}
}
foreach (ServerConnection server in servers)
{
server.TaskChannel.Writer.Complete();
}
List<Task> stopTasks = [];
foreach (HubConnection connection in connections)
foreach (ServerConnection server in servers)
{
stopTasks.Add(connection.StopAsync(cancellationToken));
stopTasks.Add(server.Connection.StopAsync(cancellationToken));
}
await Task.WhenAll(stopTasks);
@@ -94,52 +137,15 @@ public class RemoteExecutor
public Dictionary<string, ServerMetrics> GetCurrentServerMetrics()
{
Dictionary<string, ServerMetrics> metrics = [];
foreach (HubConnection connection in connections)
{
if (serverMetrics.TryGetValue(connection, out ServerMetrics? newServerMetrics))
{
metrics[newServerMetrics.ServerId] = newServerMetrics;
}
}
return metrics;
return servers
.Select(server => server.Metrics)
.Where(metrics => metrics != null)
.ToDictionary(metrics => metrics!.ServerId, metrics => metrics!);
}
public bool TryExecute<TDelegate, TResult>(TDelegate del, out TResult? result, params object[] args) where TDelegate : Delegate
public async Task<TResult> Execute<TDelegate, TResult>(TDelegate del, params object[] args) where TDelegate : Delegate
{
try
{
result = Execute<TDelegate, TResult>(del, args);
return true;
}
catch
{
result = default;
return false;
}
}
public bool TryExecute<TDelegate, TResult>(TDelegate del, out TResult? result, [NotNullWhen(false)] out Exception? exception, params object[] args) where TDelegate : Delegate
{
try
{
result = Execute<TDelegate, TResult>(del, args);
exception = null;
return true;
}
catch (Exception ex)
{
result = default;
exception = ex;
return false;
}
}
public TResult Execute<TDelegate, TResult>(TDelegate del, params object[] args) where TDelegate : Delegate
{
object? execResult = Execute(del, args);
object? execResult = await Execute(del, args);
if (execResult is TResult typedResult)
{
@@ -155,7 +161,7 @@ public class RemoteExecutor
}
}
public object? Execute<T>(T del, params object[] args) where T : Delegate
public async Task<object?> Execute<T>(T del, params object[] args) where T : Delegate
{
MethodInfo method = del.Method;
Type declaringType = method.DeclaringType!;
@@ -175,12 +181,20 @@ public class RemoteExecutor
Arguments = args
};
HubConnection connection = GetNextConnection();
Guid taskId = Guid.NewGuid();
TaskCompletionSource<RemoteExecutionResult> tcs = new();
pendingResults[taskId] = tcs;
RemoteExecutionResult result = connection
.InvokeAsync<RemoteExecutionResult>("Execute", request)
.GetAwaiter()
.GetResult();
PendingTask pendingTask = new PendingTask
{
TaskId = taskId,
Request = request,
EnqueuedAt = DateTime.UtcNow
};
globalQueue.Add(pendingTask);
RemoteExecutionResult result = await tcs.Task;
if (result.Exception != null)
{
@@ -190,62 +204,145 @@ public class RemoteExecutor
return result.Result;
}
private HubConnection GetNextConnection()
private async Task DistributorLoop(CancellationToken cancellationToken)
{
if (connections.Count == 0)
while (!cancellationToken.IsCancellationRequested)
{
throw new InvalidOperationException("No connections available");
try
{
// Check if there are tasks in the global queue
PendingTask pendingTask = globalQueue.Take(cancellationToken);
// Select the best server based on metrics
ServerConnection? bestServer = SelectBestServer();
if (bestServer != null)
{
// Create task item with ID
TaskItem taskItem = new TaskItem
{
TaskId = pendingTask.TaskId,
Request = pendingTask.Request
};
// Push to server's channel - SignalR will stream it
await bestServer.TaskChannel.Writer.WriteAsync(taskItem, cancellationToken);
}
else
{
// No available server, re-enqueue
globalQueue.Add(pendingTask, cancellationToken);
await Task.Delay(100, cancellationToken);
}
}
catch (OperationCanceledException)
{
break;
}
catch (Exception ex)
{
Debug.WriteLine($"DistributorLoop exception: {ex}");
await Task.Delay(100, cancellationToken);
}
}
}
private ServerConnection? SelectBestServer()
{
if (servers.Count == 0)
{
return null;
}
return loadBalancingStrategy switch
{
LoadBalancingStrategy.RoundRobin => GetRoundRobinConnection(),
LoadBalancingStrategy.Random => GetRandomConnection(),
LoadBalancingStrategy.LeastConnections => GetLeastConnections(),
LoadBalancingStrategy.LeastActiveTasks => GetLeastActiveTasksConnections(),
LoadBalancingStrategy.ResourceAware => GetResourceAwareConnections(),
_ => throw new NotSupportedException($"Load balancing strategy {loadBalancingStrategy} is not supported")
LoadBalancingStrategy.ResourceAware => servers.MinBy(s =>
{
if (s.Metrics == null)
{
return double.MaxValue;
}
double cpuScore = s.Metrics.CpuUsage;
double activeTaskScore = s.Metrics.ActiveTasks * 10;
double backlogScore = s.TaskChannel.Reader.Count * 50;
return cpuScore + activeTaskScore + backlogScore;
}),
LoadBalancingStrategy.LeastBacklog => servers.MinBy(s => s.TaskChannel.Reader.Count),
_ => servers.FirstOrDefault()
};
}
private HubConnection GetRoundRobinConnection()
private sealed class ServerConnection(HubConnection connection, HttpClient httpClient)
{
lock (@lock)
public HubConnection Connection { get; } = connection;
public HttpClient HttpClient { get; } = httpClient;
public Channel<TaskItem> TaskChannel { get; } = Channel.CreateUnbounded<TaskItem>();
public ServerMetrics? Metrics { get; set; }
}
private sealed class PendingTask
{
public required Guid TaskId { get; init; }
public required RemoteExecutionRequest Request { get; init; }
public required DateTime EnqueuedAt { get; init; }
}
// S2930: Dispose distributorCts when no longer needed
protected virtual void Dispose(bool disposing)
{
if (!disposedValue)
{
HubConnection connection = connections[_currentConnectionIndex];
_currentConnectionIndex = (_currentConnectionIndex + 1) % connections.Count;
return connection;
if (disposing)
{
distributorCts.Dispose();
// Dispose managed state (managed objects) here if needed
}
// Free unmanaged resources (unmanaged objects) and override finalizer if needed
// Set large fields to null if needed
disposedValue = true;
}
}
private HubConnection GetRandomConnection()
public void Dispose()
{
int index = Random.Shared.Next(connections.Count);
return connections[index];
}
private HubConnection GetLeastConnections()
{
// Purely looks at how many clients are connected to the Hub
return connections.OrderBy(c => serverMetrics.TryGetValue(c, out ServerMetrics? m) ? m.ActiveConnections : 0).First();
}
private HubConnection GetLeastActiveTasksConnections()
{
return connections.OrderBy(c => serverMetrics.TryGetValue(c, out ServerMetrics? m) ? m.ActiveTasks : 0).First();
}
private HubConnection GetResourceAwareConnections()
{
return connections.OrderBy(c =>
{
if (!serverMetrics.TryGetValue(c, out ServerMetrics? m))
{
return 0;
}
// Simple heuristic: CPU percentage + (Memory in MB / 1024)
return m.CpuUsage + (m.TotalMemoryUsage / 1024 / 1024 / 100);
}).First();
// Do not change this code. Put cleanup code in 'Dispose(bool disposing)' method
Dispose(disposing: true);
GC.SuppressFinalize(this);
}
}
internal class RemoteExecLoggerProvider : ILoggerProvider
{
public ILogger CreateLogger(string categoryName)
{
return new RemoteExecLogger();
}
public void Dispose()
{
throw new NotImplementedException();
}
}
internal class RemoteExecLogger : ILogger
{
public IDisposable? BeginScope<TState>(TState state) where TState : notnull
{
return null;
}
public bool IsEnabled(LogLevel logLevel)
{
return true;
}
public void Log<TState>(LogLevel logLevel, EventId eventId, TState state, Exception? exception, Func<TState, Exception?, string> formatter)
{
Console.WriteLine($"[{logLevel}] {formatter(state, exception)}");
}
}