public async Task <T> Run()
{
// Determine if experiments should be run.
if (!await ShouldExperimentRun())
{
// Run the control behavior.
return(await Behaviors[0].Behavior());
}
if (BeforeRun != null)
{
await BeforeRun();
}
// Randomize ordering...
NamedBehavior[] orderedBehaviors;
lock (_random)
{
orderedBehaviors = Behaviors.OrderBy(b => _random.Next()).ToArray();
}
var observations = new List <Observation <T> >();
foreach (var behavior in orderedBehaviors)
{
observations.Add(await Observation <T> .New(behavior.Name, behavior.Behavior, Comparator, Thrown));
}
var controlObservation = observations.FirstOrDefault(o => o.Name == ControlExperimentName);
var result = new Result <T>(this, observations, controlObservation, Contexts);
try
{
// TODO: Make this Fire and forget so we don't have to wait for this
// to complete before we return a result
await Scientist.ResultPublisher.Publish(result);
}
catch (Exception ex)
{
Thrown(Operation.Publish, ex);
}
if (ThrowOnMismatches && result.Mismatched)
{
throw new MismatchException <T>(Name, result);
}
if (controlObservation.Thrown)
{
throw controlObservation.Exception;
}
return(controlObservation.Value);
}
public async Task <T> Run()
{
// Determine if experiments should be run.
if (!await ShouldExperimentRun())
{
// Run the control behavior.
return(await Behaviors[0].Behavior());
}
if (BeforeRun != null)
{
await BeforeRun();
}
// Randomize ordering...
NamedBehavior[] orderedBehaviors;
lock (_random)
{
orderedBehaviors = Behaviors.OrderBy(b => _random.Next()).ToArray();
}
// Break tasks into batches of "ConcurrentTasks" size
var observations = new List <Observation <T, TClean> >();
foreach (var behaviors in orderedBehaviors.Chunk(ConcurrentTasks))
{
// Run batch of behaviors simultaneously
var tasks = behaviors.Select(b =>
{
return(Observation <T, TClean> .New(
b.Name,
b.Behavior,
Comparator,
Thrown,
Cleaner));
});
// Collect the observations
observations.AddRange(await Task.WhenAll(tasks));
}
var controlObservation = observations.FirstOrDefault(o => o.Name == ControlExperimentName);
var result = new Result <T, TClean>(this, observations, controlObservation, Contexts);
try
{
await Scientist.ResultPublisher.Publish(result);
}
catch (Exception ex)
{
Thrown(Operation.Publish, ex);
}
if (ThrowOnMismatches && result.Mismatched)
{
throw new MismatchException <T, TClean>(Name, result);
}
if (controlObservation.Thrown)
{
throw controlObservation.Exception;
}
return(controlObservation.Value);
}
