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Informal proof that F# AsyncSeq is equal in expressive power to scalaz-stream Process when specialized to Task
There is a great purely functional streaming/IO library in Scala called scalaz-stream. It is itself based upon a Haskell library called machines. They provide powerful abstractions to express compositional effectful computations. These libraries rely on certain type system features in both Scala and Haskell which are unavailable in F# - namely existential types and higher kinds. Higher kinds allow the monad representing the side-effects to be abstracted over. If however we specialize this to a specific monad, we can get around the lack of existentials as well.
Tomas Petricek created a type called asynchronous sequence which provides similar capabilities. The F# AsyncSeq type is declared as follows:
I once took notes (almost sentence by sentence with not much editing) about the architectural design concepts - Command and Query Responsibility Segregation (CQRS) and Event Sourcing (ES) - from a presentation of Greg Young and published it as a gist (with the times when a given sentence was heard).
I then found other summaries of the talk and the gist has since been growing up. See the revisions to know the changes and where they came from (aka the sources).
It seems inevitable to throw Domain Driven Design (DDD) in to the mix.
A new approach to encoding dependently-typed chained implicits, using singleton types ...
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Every application ever written can be viewed as some sort of transformation on data. Data can come from different sources, such as a network or a file or user input or the Large Hadron Collider. It can come from many sources all at once to be merged and aggregated in interesting ways, and it can be produced into many different output sinks, such as a network or files or graphical user interfaces. You might produce your output all at once, as a big data dump at the end of the world (right before your program shuts down), or you might produce it more incrementally. Every application fits into this model.
The scalaz-stream project is an attempt to make it easy to construct, test and scale programs that fit within this model (which is to say, everything). It does this by providing an abstraction around a "stream" of data, which is really just this notion of some number of data being sequentially pulled out of some unspecified data source. On top of this abstraction, sca
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shapeless on the Ammonite REPL with no dependencies other than an installed JDK. Many thanks to @przemekpokrywka for the idea, @alxarchambault for Coursier and @li_haoyi for Ammonite.
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