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Pythonic Encoding Through Functional Style: Iterable Monad

Python is a powerful language that is ideal for scripting and rapid application development. Python supports functional-style programming, as functions are…

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Python is a powerful language that is ideal for scripting and rapid application development. Python supports functional-style programming, as functions are treated as first-order values. It allows writing more concise and expressive Python code, or more "Pythonic code." In this article, we introduce Iterable Monad in Python. Through the implementation of making Iterable Python collections monadic, we demonstrate the power of functional features in Python and the elegance that monad can bring to Python encoding. We also prove that the Iterable Monad satisfies the Monad law. Given that iterables are heavily used and monadic encoding is not supported in native Python, this mechanism can obtain significant improvement in Python programming.


Monad


In functional programming, a monad is a structure that combines program fragments (functions) and wraps their return values in a type with additional computation. In addition to defining a wrapping monadic type, monads define two operators: one to wrap a value in the monad type and another to compose together functions that output values of the monad type (these are known as monadic functions).

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