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Dive into ML programming with OCaml by understanding complexity control and building types. Learn from basic functions, polymorphic functions, record types, variant types, and recursive variants. Explore practical examples and expand your coding skills.
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OCaml The PL for the discerning hacker.
Hello. I’m Zach, one of Sorin’s students. ztatlock@cs.ucsd.edu
ML Anatomy 101 ML Program = ? ? ? ML Program = One Giant, Complex Expression Controlling complexity is the essence of computer programming. B. Kerninghan A complex system that works is invariably found to have evolved from a simple system that worked. J. Gall
Building ML Programs ML provides tools to control complexity Build complex exprs from simple exprs Build complex types from simple types PREV NOW
Building Types basic (recap) function record variant demo M.C. Escher’s Relativity in LEGO
basic Who cares about types anyway? Every good programmer! (not just old timers) Types provide: Documentation Early bug warning system Performance!
basic Who cares about types anyway? Even programmers without a type system! I think it may just be a property of large systems in dynamic languages, that eventually you end up rewriting your own type system, and you sort of do it badly. -- Twitter
basic Don’t know how it works ? Try it in the toplevel !
Building Types basic (recap) function record variant demo M.C. Escher’s Relativity in LEGO
function A -> B Type of a function which: expects parameter of type A produces a value of type B Contract: caller satisfies A callee satisfies B precondition postcondition
function let f x = x + 5 f: int -> int let f x = “hello “ ^ x f: string -> string let f x = “number “ ^ (string_of_int x) f: int -> string let f x y = x * x + y * y f: int -> int -> int
function let f x y = 1 :: x :: y f: int -> int list -> int list let f x y z = [1] @ x @ [y + z] f: int list -> int -> int -> int list let rec f = f f ERROR
polymorphic functions Some functions work on many types: let id x = x id: ‘a -> ‘a Takes a value of any type, call it ‘a Returns a value of that type ‘a
polymorphic functions let f a b = a f: ‘a -> ‘b -> ‘a let f a b = b f: ‘a -> ‘b -> ‘b let pipe x f = f x f: ‘a -> (‘a -> ‘b) -> ‘b let (|>) = pipe “hello” |> id |> print_string (print_string (id (“hello”))) binary infix operator
polymorphic functions let f g x = g x f: (‘a -> ‘b) -> ‘a -> ‘b let f g h x = g (h x) f: (‘a -> ‘b) -> (‘c -> ‘a) -> ‘c -> ‘b
Building Types basic (recap) function record variant demo M.C. Escher’s Relativity in LEGO
record type RT = { NM1 : T1 ; ... ; NMN : TN } Like a tuple, but refer to members by name.
record type person = { name : string ; age : int ; hair : string ; job : string }
making a record value let pres = { name = “Obama” ; age = 49 ; hair = “black” ; job = “president” }
updating a record value let pres = { name = “Obama” ; age = 49 ; hair = “black” ; job = “president” } let pres’ = {pres with hair = “gray” }
updating a record value let year_older p = if p.age > 45 then { p with age = p.age + 1, hair = “gray” } else { p with age = p.age + 1 } year_older: person -> person
Building Types basic (recap) function record variant demo M.C. Escher’s Relativity in LEGO
variant type VT = | C1 of T1 | ... | CN of TN C1 to CN are “constructors” Ci like function from Ti to VT value of type VT can only be constructed with one of these
variant type pet = | Dog of string | Cat of string | Fish of string Value of type pet constructed with one of: Dog, Cat, Fish Each takes a string and returns a pet
variant values type pet = | Dog of string | Cat of string | Fish of string let d = Dog “spot” let c = Cat “whiskers” let f = Fish “nemo”
matching variant values let name pet = match pet with | Dog nm -> nm | Cat nm -> nm | Fish nm -> nm let d = Dog “sparky” in name d
matching variant values let says pet = match pet with | Dog _ -> “woof” | Cat _ -> “meow” | Fish _ -> “bubble bubble” let c = Cat “walter” in says c
variant type fuel_level = | Empty | Middle | Full type vehicle = | Car of int * fuel_level | Tank of int * fuel_level | Boat of int * fuel_level
matching variant values let miles v = match v with | Car (m, _) -> m | Tank (m, _) -> m | Boat (m, -) -> m
updating variant values let reduce f = match f with | Empty -> Empty | Middle -> Empty | Full -> Middle let drive v = match v with | Car (m, f) -> Car (m, reduce f) | Tank (m, f) -> Tank (m, reduce f) | Boat (m, f) -> Boat (m, reduce f)
updating variant values let refill v = match v with | Car (m, f) -> Car (m, Full) | Tank (m, f) -> Tank (m, Full) | Boat (m, f) -> Boat (m, Full)
recursive variant type expr = | Val of int | Add of expr * expr | Sub of expr * expr | Mul of expr * expr let e1 = Val 5 let e2 = Add (e1, e1) let e3 = Mul (e2, e1)
recursive variant let receval e =
recursive variant let receval e = match e with | Val i -> i | Add (l, r) -> (eval l) + (eval r) | Sub (l, r) -> (eval l) - (eval r) | Mul (l, r) -> (eval l) * (eval r)
mutual recursion let recexpr_dot e = match e with | Val i -> string_of_inti | Add (l, r) -> (aux "add" l) ^ (aux "add" r) | Sub (l, r) -> (aux "sub" l) ^ (aux "sub" r) | Mul (l, r) -> (aux "mul" l) ^ (aux "mul" r) and aux p e = match e with | Val i -> p ^ " -> " ^ string_of_inti ^ ";\n" | Add _ -> p ^ " -> add;\n" ^ (expr_dot e) | Sub _ -> p ^ " -> sub;\n" ^ (expr_dot e) | Mul _ -> p ^ " -> mul;\n" ^ (expr_dot e)
Pattern Matching: a PL Masterpiece match is one of ML’s very best features simultaneous test / extract / bind auto checks any missed cases leads to compact, readable code
Building Types basic (recap) function record variant demo M.C. Escher’s Relativity in LEGO
demo Conway’s Game of Life
demo Conway’s Game of Life code at: http://github.com/ztatlock/simple-life
demo OCaml in the “real world” at JaneStreet http://ocaml.janestreet.com/ Check out their leader, YaronMinsky http://ocaml.janestreet.com/?q=node/82
Building Types basic (recap) function record variant demo M.C. Escher’s Relativity in LEGO