foxlog
4/29/2015 - 10:44 AM

clojure higher-order functions

clojure higher-order functions clj 高阶函数

defined by wikipedia

is a function that does at least one of the following:

  • takes one or more functions as an input
  • outputs a function

Example

(defn twice [function x]
  (function(function x)))
 
(twice #(+ % 3) 7) ;13

higher-order functions in Clojure

  • map
  • reduce
  • partial
  • comp
  • complement
  • repeatedly
(meditations
  "The map function relates a sequence to another"
  (= [4 8 12] (map (fn [x] (* 4 x)) [1 2 3]))

  "You may create that mapping"
  (= [1 4 9 16 25] (map (fn [x] (* x x)) [1 2 3 4 5]))

  "Or use the names of existing functions"
  (= [false false true false false] (map nil? [:a :b nil :c :d]))

  "A filter can be strong"
  (= '() (filter (fn [x] false) '(:anything :goes :here)))

  "Or very weak"
  (= (list :anything :goes :here) (filter (fn [x] true) '(:anything :goes :here)))

  "Or somewhere in between"
  (= [10 20 30] (filter (fn [x] (< x 31)) [10 20 30 40 50 60 70 80]))

  "Maps and filters may be combined"
  (= [10 20 30] (map (fn [x] (* 10 x)) (filter (fn [x] (<= x 3)) [1 2 3 4 5 6 7 8])))

  "Reducing can increase the result"
  (= 24 (reduce (fn [a b] (* a b)) [1 2 3 4]))

  "You can start somewhere else"
  (= 2400 (reduce (fn [a b] (* a b)) (conj [1 2 3 4] 100)))

  "Numbers are not the only things one can reduce"
  (= "longest" (reduce (fn [a b]
                         (if (< 0 1) b a))
                       ["which" "word" "is" "longest"])))