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Interestingly, a call to wait on a task might not block, even if that task hasn't finished running The reason is that under some circumstances (such as running on a scheduler thread), TPL can manually dequeue the task and inline it That means the task is run on the current thread inside the call to wait on it For recursive divide and conquer style problems this is great; otherwise, you'd need to be very precise about when you switch over to sequential recursion in order to avoid creating a ridiculous number of blocked threads From the task's point of view, it is being run on a scheduler thread and it generally can't tell that it was inlined The one thing to be care ful about is TLS and thread-affinity at the point of a call to wait on a task: for example, if a CLR monitor is held when a call to wait is made, the inlined task may freely acquire it recursively This will undoubtedly lead to some surprises

$58,007 $51,500 $38,139 $74,650

Most of the other APIs available on the Ta s k class are described in detail later Each family of methods is sufficiently interesting to warrant its own section

And now we return to our baseball example It is possible to separate the baseball seasons for which the number of runs was even from those for which it was odd Figures 1210 and 1211 show the respective distributions

.

Unhandled Exceptions TPL automatically catches all unhandled exceptions thrown from task delegates A task with an unhandled exception enters into the F a u l t e d final state, and its E x c e p t i o n property provides access to the exception that tore it down Any waits on the Ta s k will be immediately satisfied, and the exception will be repropagated by the call to Wa i t If a task fails in this way and the exception goes unobserved-in other words, nobody accesses the E x c e p t i o n property or calls W a i t on the task-something unpleasant will happen: TPL will rethrow the exception on your finalizer thread, crashing it The debugging experience for this is not ideal, because the exception will appear to have originated from a finalizer that TPL controls But this situation indicates a severe bug in the program An unhandled exception that is never witnessed is a severe error that may indicate state corruption and that the program is failing; it should never be ignored, and TPL ensures this is so This behavior is meant to provide a sequential programming-like appearance for exception handling In most structured parallelism cases (which we'll discuss more soon), functions create and wait on tasks inside of a well defined scope; preserving exception propagation across asyn chronous points in this manner can be useful In other cases, however, a task will be created and forgotten: this is sometimes called fire and forget Similarly, many tasks have been written so that no unhandled exceptions are expected To improve debugging, you may pass the U n h a n d l e d E x c e p t i o n sAre F a t a l flag when creating your task This suppresses TPL's auto matic marshaling of exceptions Because the definition of concurrency implies multiple things are hap pening at once, it also means that multiple things may fail at once This fun damentally impacts the way exceptions are treated in TPL and the entire Parallel Extensions library We saw this in 1 3, Data and Task Par allelism The practical implication is that all exceptions are exposed as Agg regat e E x c e pt i on objects, each of which is a collection of one or more.

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other exceptions Agg regat e E x c e pt i o n is a basic exception class with three unique aspects:

It is interesting to compare some of the statistics for the years with an even number of runs with those having an odd number of runs There are 149 years with an even number of runs with mean 809799 and standard deviation 60966 There are 151 years with an odd number of runs with mean 815033 and standard deviation 64837