I have a program that processes high volumes of data, and can cache much of it for reuse with subsequent records in memory. The more I cache, the faster it works. But if I cache too much, boom, start over, and that takes a lot longer!
I haven't been too successful trying to do anything after the exception occurs - I can't get enough memory to do anything.
Also I've tried allocating a huge object, then de-allocating it right away, with inconsistent results. Maybe I'm doing something wrong?
Anyway, what I'm stuck with is just setting a hardcoded limit on the # of cached objects that, from experience, seems to be low enough. Any better Ideas? thanks.
The following code seems to be doing exactly what I want:
Loop
Dim memFailPoint As MemoryFailPoint = Nothing
Try
memFailPoint = New MemoryFailPoint( mysize) ''// size of MB of several objects I'm about to add to cache
memFailPoint.Dispose()
Catch ex As InsufficientMemoryException
''// dump the oldest items here
End Try
''// do work
next loop.
I need to test if it is slowing things down in this arrangement or not, but I can see the yellow line in Task Manager looking like a very healthy sawtooth pattern with a consistent top - yay!!
You can use MemoryFailPoint to check for available memory before allocating.
You may need to think about your release strategy for the cached objects. There is no possible way you can hold all of them forever so you need to come up with an expiration timeframe and have older cached objects removed from memory. It should be possible to find out how much memory is left and use that as part of your strategy but one thing is certain, old objects must go.
If you implement your cache with WeakRerefence
s (http://msdn.microsoft.com/en-us/library/system.weakreference.aspx) that will leave the cached objects still eligible for garbage collection in situations where you might otherwise throw an OutOfMemory exception.
This is an alternative to a fixed sized cache, but potentially has the problem to be overly aggressive in clearing out the cache when a GC does occur.
You might consider taking a hybrid approach, where there are a (tunable) fixed number of non-weakreferences in the cahce but you let it grow additionally with weakreferences. Or this may be overkill.
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With