Hi Valentino

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"Valentino" == Valentino Volonghi <dialtone@gmail.com> writes: Valentino> This is actually a very very nice pattern.

I thought it was too cute not to post, though I didn't really know what to do with it. Something along the lines of map/reduce occurred to me quite late. I bet there are other nice things you could do, mainly along the lines of processing/bucketing a bunch of unpredictable input. One thing I'd (probably) change would be to not use Deferred as the argument to default dict, but to use a class that looked like it but with the Deferred already called. That way you don't have the potentially very long chain of callbacks building up. It's also partly a question of when you want to do the work - each time you call addCallback, or at the end when you've accumulated all the input and sent it off to its respective callback chain. So you could do something like this: def getDefault(init): def x(): return defer.succeed(init) return x and then the MapReduce class would look like class MapReduce(object): def __init__(self, init, cb): self.cb = cb self.d = defaultdict(getDefault(init)) Or, more flexibly, pass the defaultdict into the MapReduce class, giving you the option of not having the callback chain already called, etc. Anyway, I'm glad you like it, and hope you can do something nice with it. Terry