streaming package: How to demux a stream properly?
I have a streaming package question. Suppose I have a: Stream (Of (Int, a)) m () I would like to demultiplex it into Vector (Stream (Of a) m ()) using the Int as the index of an item into the Vector of output streams. How can I do this efficiently (constant memory and linear time)? Does the following work? import qualified Streaming.Prelude as SP import qualified Data.Vector as V type StreamOf a m r = Stream (Of a) m r demuxStream :: forall a m. MonadIO m => Int -> StreamOf (Int, a) m () -> m (Vector (StreamOf a m ())) demuxStream numSyms stream = let emptyStreams = V.replicate numSyms (pure ()) processItem v (iD, x) = V.modify (\vm -> VM.modify vm (>> SP.yield x) iD) v in SP.fold_ processItem emptyStreams id stream My guess is that it takes more than constant memory as it goes through the entire input stream before returning. Josh
I'm not sure it's possible to do that efficiently. Here's a hypothetical situation: you have a stream with elements tagged as 1 and 2, but none tagged as 0. If somebody applies an operation to the stream of 0 elements (say stdoutLn), we have to process every single element—and perform every single effect—in the input stream before we know that the stream at index 0 is empty. In general, if we apply an operation to an element of one of the output streams, we'd have to process at minimum all the input elements up to and including that particular element. The important thing is that, semantically, the output of your demux operation is not n independent streams, but n views into a single stream. It's probably possible to implement a version of this function that doesn't process the *entire* input stream up-front—it would just process as much of the input as it needed when you look at any given element in the output—but it probably needs a different type than just Vector to make it work correctly, and I'm not sure how to do that. More importantly, the behavior of this function would still be confusing; it might *look* like you have several distinct streams, but you'd have to do the effects and store the results of every single step in the input stream even if you only used one of your demuxed streams. Does that explanation make sense? I haven't done much streaming stuff in a while, so I'm struggling a bit with how to express my intuitions about it. On Wed, Apr 15, 2020 at 9:42 AM ☂Josh Chia (謝任中) <joshchia@gmail.com> wrote:
I have a streaming package question.
Suppose I have a: Stream (Of (Int, a)) m ()
I would like to demultiplex it into Vector (Stream (Of a) m ()) using the Int as the index of an item into the Vector of output streams.
How can I do this efficiently (constant memory and linear time)?
Does the following work? import qualified Streaming.Prelude as SP import qualified Data.Vector as V
type StreamOf a m r = Stream (Of a) m r
demuxStream :: forall a m. MonadIO m => Int -> StreamOf (Int, a) m () -> m (Vector (StreamOf a m ())) demuxStream numSyms stream = let emptyStreams = V.replicate numSyms (pure ()) processItem v (iD, x) = V.modify (\vm -> VM.modify vm (>> SP.yield x) iD) v in SP.fold_ processItem emptyStreams id stream
My guess is that it takes more than constant memory as it goes through the entire input stream before returning.
Josh _______________________________________________ Haskell-Cafe mailing list To (un)subscribe, modify options or view archives go to: http://mail.haskell.org/cgi-bin/mailman/listinfo/haskell-cafe Only members subscribed via the mailman list are allowed to post.
Not directly answering your question, but off the top of my head is: why not demux into a Vector (Sink (Of a) m ()) Yet I have no idea if there is actually a Sink construct in any stream lib, but the theory is the Vector should contain reactive actions taking elements, rather than containers to collect elements (even thunks of them demand space). Just my bit of thoughts, I'm definitely novice at it. Cheers, Compl
On 2020-04-16, at 00:40, ☂Josh Chia (謝任中) <joshchia@gmail.com> wrote:
I have a streaming package question.
Suppose I have a: Stream (Of (Int, a)) m ()
I would like to demultiplex it into Vector (Stream (Of a) m ()) using the Int as the index of an item into the Vector of output streams.
How can I do this efficiently (constant memory and linear time)?
Does the following work? import qualified Streaming.Prelude as SP import qualified Data.Vector as V
type StreamOf a m r = Stream (Of a) m r
demuxStream :: forall a m. MonadIO m => Int -> StreamOf (Int, a) m () -> m (Vector (StreamOf a m ())) demuxStream numSyms stream = let emptyStreams = V.replicate numSyms (pure ()) processItem v (iD, x) = V.modify (\vm -> VM.modify vm (>> SP.yield x) iD) v in SP.fold_ processItem emptyStreams id stream
My guess is that it takes more than constant memory as it goes through the entire input stream before returning.
Josh _______________________________________________ Haskell-Cafe mailing list To (un)subscribe, modify options or view archives go to: http://mail.haskell.org/cgi-bin/mailman/listinfo/haskell-cafe Only members subscribed via the mailman list are allowed to post.
participants (3)
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Tikhon Jelvis -
YueCompl -
☂Josh Chia (謝任中)