A Fistful of Monads

Kotlin Monad (and Functor, Applicative)

1. Functor “map” (Kotlin) (fmap or <$> in Haskell)

https://hackernoon.com/kotlin-functors-applicatives-and-monads-in-pictures-part-3-3-832d58d92445

2. Monadsflatmap” (>>= in Haskell)

Haskell Monad:

http://learnyouahaskell.com/a-fistful-of-monads

Do not fear Monoid / Monoidal Category / Monad:

Monad in Haskell

F# Monad:

View story at Medium.com

(分享自知乎网)

https://zhuanlan.zhihu.com/p/29542641

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Monoid and Monad

Quora: What is the difference between monoid and monad? by Mort Yao https://www.quora.com/What-is-the-difference-between-monoid-and-monad/answer/Mort-Yao?share=41115848&srid=ZyHj

A well-said, perhaps the briefest ever answer is: monad is just a monoid in the category of endofunctors.

monoid is defined as an algebraic structure (generally, a set) M with a binary operation (multiplication) • : M × M → M and an identity element (unit) η : 1 → M, following two axioms:

i. Associativity
∀ a, b, c ∈ M, (a • b) • c = a • (b • c)

ii. Identity
∃ e ∈ M ∀ a ∈ M, e • a = a • e = a

When specifying an endofunctor T : X → X (which is a functor that maps a category to itself) as the set M, the Cartesian product of two sets is just the composition of two endofunctors; what you get from here is a monad, with these two natural transformations:

1. The binary operation is just a functor composition μ : T × T → T
2. The identity element is just an identity endofunctor η : I → T

Satisfied the monoid axioms (i. & ii.), a monad can be seen as a monoid which is an endofunctor together with two natural transformations. 

The name “monad” came from “monoid” and “triad”, which indicated that it is a triple (1 functor + 2 trasformations), monoidic algebraic structure.



In other words, monoid is a more general, abstract term. When applying it to the category of endofunctors, we have a monad.

https://www.quora.com/What-is-the-difference-between-monoid-and-monad/answer/Bartosz-Milewski?share=e4dc6c63&srid=ZyHj

State Monad: Milewski

Don’t fear the Monad

Brian Beckman:

You can understand Monad without too much Category Theory.

Functional Programming = using functions to compose from small functions to very complex software (eg. Nuclear system, driverless car software…).

Advantages of Functional Programming:

  • Strong Types Safety: detect bugs at compile time.
  • Data Protection thru Immutability: Share data safely in Concurrent / Parallel processing.
  • Software ‘Componentisation’ ie Modularity : Each function always returns the same result, ease of software reliability testing.

Each “small” function is a Monoid.
f : a -> a (from input of type ‘a‘ , returns type ‘a’)
g: a -> a

compose h from f & g : (strong TYPING !!)
h = f。g : a -> a

[Note] : Object in Category, usually called Type in Haskell, eg. ‘a’ = Integer)

You already know a Monoid (or Category in general) : eg Clock

  1. Objects: 1 2 3 …12 (hours)
  2. Arrow (Morphism): rule “+”:

    7 + 10 = 17 mod 12 = 5

    • Law of Associativity:
      x + (y + z) = (x + y) + z
    • Identity (or “Unit”): (“12”):
      x + 12 = 12 + x = x

    More general than Monoid is a “Monoidal” Category where: (instead of only single object ‘a’, now more “a b c…”)
    f : a -> b
    g: b -> c
    h = f。g : a -> c

    Function under composition Associative rule and with an Identity => Monoid

    Monad (M): a way to manage the side-effects (I/O, exception , SQL Database, etc) within the Functional Programming way like monoidal categories: ie associative composition, identity.

    Remark: For the last 60 years in Software, there have been 2 camps:

    1. Bottom-Up Design: from hardware foundation, build performance-based languages: Fortran, C, C++, C#, Java…
    2. Top-Down Design: from Mathematics foundation, build functional languages (Lambda-Calculus, Lisp, Algo, Smalltalk, Haskell…).
    3. F# (Microsoft) is the middle-ground between 1 & 2.

    Ref: What is a Monad ?

    Monad = chaining operations with binding “>>=”

    • Possible use: allows to write mini-language, parser…

    《知乎》https://zhuanlan.zhihu.com/p/29542641?from=timeline

    BM Category Theory 10: Monad & Monoid

    10.1 Monad
    Analogy

    Function : compose “.“, Id

    Monad: compose “>>=“, return

    Imperative (with side effects eg. state, I/O, exception ) to Pure function by hiding or embellishment in Pure function but return “embellished” result.

    10. 2 Monoid

    Monoid in category of endo functors = Monad

    Ref Book : 

    What is the significance of monoids in category theory? by Bartosz Milewski 

    BM Category Theory 3 & 4 Monoid, Kleisli Category (Monad), Terminal /Initial Object, Product… Free Monoid 

    [Continued from 1.1 to 2.2]

    3.1 Monoid M (m, m)

    Same meaning in Category as in Set: Only  1 object, Associative, Identity

    Thin / Thick Category:

    • “Thin” with only 1 arrow between 2 objects; 
    • “Thick” with many arrows between 2 objects.

    Arrow : relation between 2 objects. We don’t care what an arrow actually is (may be total / partial order relations like = or \leq , or any relation), just treat arrow abstractly.

    Note: Category Theory’s “Abstract Nonsense” is like Buddhism “空即色, 色即空” (Form = Emptiness).

    Example of Monoid: String Concatenation: identity = Null string.

    Strong Typing: function f calls function g, the type of the output of f must match with the type of the input of g.

    Weak Typing:   no need to match type. eg. Monoid.

    Category induces a Hom-Set: (Set of “Arrows”, aka Homomorphism 同态, which preserves structure after the “Arrow”)

    • C (a, b) : a -> b
    • C (a,a) for Monoid : a -> a

    3.2 Kleisli Category (Monad) 

    Morphism between a, b :
    \boxed{a \to (b, \text {string})}

    In brief, embellish the returned output b with string. 

    In the example of Kleisli Category, using Monoid (single object) with embellishing string => Monad (covered in later videos).

    4.1 Monad (one definition) : Kleisli

    Set and Category SET: 

    • Set has elements and function between sets.
    • Category SET has NO element, only arrows (morphisms)

    Universal Construction: define relations between Objects.

    Set is rich with functions, except 1 case: There is no function from a non-empty set to Void (because a function must have an image in the co-domain, but Void has no element as the Image.)

    Terminal Object : all other objects (each with UNIQUE arrow) point to it. [Denoted as () or Unit]

    \boxed { \forall a, \exists f :: a \to ()}

    \boxed { \forall a, f :: a \to (), g :: a \to () \implies f = g } (Uniqueness of arrow)

    Note: Terminal Object (T.O.) is the largest object. There is no T.O. in Natural numbers.

    Initial Object: reverse of Terminal object. Outgoing arrow from Void.

    absurd :: Void -> a

    Category “Equality”:

    • 2 objects are isomorphic (exists an inverse arrow), but we don’t say they are equal;
    • Arrows can be equal by associativity :  f \circ (g \circ h) = (f \circ g) \circ h

    Terminal Object (Similarly, Initial Object) is unique (up to ONLY ONE Isomorphism). 

    Assume both Ta and Tb are Terminal Objects. Prove Ta = Tb by showing there is only one isomorphism.

    Note1: example of 2 isomorphisms between 2 Objects : (0, 1) and (T, F) => 

    • 1st isomorphism : (1 ~ T), (0 ~ F)
    • 2nd isomorphism: (1 ~ F), (0 ~ T)

    Note2: There are outgoing arrows from T.O. => generalising.

    4.2 Products

    C^{op} : also a Category with all arrows in C reversed.

    Products (Cartesian) of 2 objects (a,b): by Universal Construction.

    p and q are (good) projections of c.
    p’ and q’ are (another) projections of c’.

    c is the product of (a, b) if 
    there is a UNIQUE  isomorphism m,
    \boxed {m :: c' \to c }
    \boxed {p' = p  \circ m}
    \boxed{q' = q  \circ m}

    II 3.2 Free Monoid

    Monoid : with a Set of 2 generators (a, b)

    • Identity: e*a = a*e = a; 
    • Associativity

    Free Monoid = {e, a, b, ab, ba, aab, abb, ….}, notice it is generated by the set {a, b} and thus not a Monoid (noted as Mon).

    We can create a Functor U (aka  Forgetting function) between Monoid and its underlying Set: 

    \boxed { U :: Mon \to Set }