Our program

With our main.cs file filled out, here's how it will look. As this is a microservice that may run multiple instances for performance reasons when training the network, I have added leadership capabilities via Topshelf.Leader. I have highlighted the relevant sections of code that pertain to this:

static void Main(string[] args)
{
var builder = new ContainerBuilder();
// Service itself
builder.RegisterType<MLMicroService>()
.AsImplementedInterfaces()
.AsSelf()
?.InstancePerLifetimeScope();
builder.RegisterType<Logger>().SingleInstance();
var container = builder.Build();
XmlConfigurator.ConfigureAndWatch(new FileInfo(@".log4net.config"));
HostFactory.Run(c =>
{
c?.UseAutofacContainer(container);
c?.UseLog4Net();
c?.ApplyCommandLineWithDebuggerSupport();
c?.EnablePauseAndContinue();
c?.EnableShutdown();
c?.OnException(ex => { Console.WriteLine(ex.Message...