(window.webpackJsonp=window.webpackJsonp||[]).push([[2707],{3115:function(t,a,s){"use strict";s.r(a);var n=s(31),e=Object(n.a)({},(function(){var t=this,a=t.$createElement,s=t._self._c||a;return s("ContentSlotsDistributor",{attrs:{"slot-key":t.$parent.slotKey}},[s("h1",{attrs:{id:"functional-programming-in-python"}},[s("a",{staticClass:"header-anchor",attrs:{href:"#functional-programming-in-python"}},[t._v("#")]),t._v(" Functional Programming in Python")]),t._v(" "),s("p",[t._v("Functional programming decomposes a problem into a set of functions. Ideally, functions only take inputs and produce outputs, and don’t have any internal state that affects the output produced for a given input.below are functional techniques common to many languages: such as lambda, map, reduce.")]),t._v(" "),s("h2",{attrs:{id:"lambda-function"}},[s("a",{staticClass:"header-anchor",attrs:{href:"#lambda-function"}},[t._v("#")]),t._v(" Lambda Function")]),t._v(" "),s("p",[t._v("An anonymous, inlined function defined with lambda. The parameters of the lambda are defined to the left of the colon. The function body is defined to the right of the colon. The result of running the function body is (implicitly) returned.")]),t._v(" "),s("div",{staticClass:"language-py extra-class"},[s("pre",{pre:!0,attrs:{class:"language-py"}},[s("code",[t._v("s"),s("span",{pre:!0,attrs:{class:"token operator"}},[t._v("=")]),s("span",{pre:!0,attrs:{class:"token keyword"}},[t._v("lambda")]),t._v(" x"),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(":")]),t._v("x"),s("span",{pre:!0,attrs:{class:"token operator"}},[t._v("*")]),t._v("x\ns"),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("(")]),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("2")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(")")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token operator"}},[t._v("=")]),s("span",{pre:!0,attrs:{class:"token operator"}},[t._v(">")]),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("4")]),t._v("\n\n")])])]),s("h2",{attrs:{id:"map-function"}},[s("a",{staticClass:"header-anchor",attrs:{href:"#map-function"}},[t._v("#")]),t._v(" Map Function")]),t._v(" "),s("p",[t._v("Map takes a function and a collection of items. It makes a new, empty collection, runs the function on each item in the original collection and inserts each return value into the new collection. It returns the new collection.")]),t._v(" "),s("p",[t._v("This is a simple map that takes a list of names and returns a list of the lengths of those names:")]),t._v(" "),s("div",{staticClass:"language-py extra-class"},[s("pre",{pre:!0,attrs:{class:"language-py"}},[s("code",[t._v("name_lengths "),s("span",{pre:!0,attrs:{class:"token operator"}},[t._v("=")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token builtin"}},[t._v("map")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("(")]),s("span",{pre:!0,attrs:{class:"token builtin"}},[t._v("len")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("[")]),s("span",{pre:!0,attrs:{class:"token string"}},[t._v('"Mary"')]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token string"}},[t._v('"Isla"')]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token string"}},[t._v('"Sam"')]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("]")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(")")]),t._v("\n"),s("span",{pre:!0,attrs:{class:"token keyword"}},[t._v("print")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("(")]),t._v("name_lengths"),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(")")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token operator"}},[t._v("=")]),s("span",{pre:!0,attrs:{class:"token operator"}},[t._v(">")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("[")]),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("4")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("4")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("3")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("]")]),t._v("\n\n")])])]),s("h2",{attrs:{id:"reduce-function"}},[s("a",{staticClass:"header-anchor",attrs:{href:"#reduce-function"}},[t._v("#")]),t._v(" Reduce Function")]),t._v(" "),s("p",[t._v("Reduce takes a function and a collection of items. It returns a value that is created by combining the items.")]),t._v(" "),s("p",[t._v("This is a simple reduce. It returns the sum of all the items in the collection.")]),t._v(" "),s("div",{staticClass:"language-py extra-class"},[s("pre",{pre:!0,attrs:{class:"language-py"}},[s("code",[t._v("total "),s("span",{pre:!0,attrs:{class:"token operator"}},[t._v("=")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token builtin"}},[t._v("reduce")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("(")]),s("span",{pre:!0,attrs:{class:"token keyword"}},[t._v("lambda")]),t._v(" a"),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),t._v(" x"),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(":")]),t._v(" a "),s("span",{pre:!0,attrs:{class:"token operator"}},[t._v("+")]),t._v(" x"),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("[")]),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("0")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("1")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("2")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("3")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("4")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("]")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(")")]),t._v("\n"),s("span",{pre:!0,attrs:{class:"token keyword"}},[t._v("print")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("(")]),t._v("total"),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(")")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token operator"}},[t._v("=")]),s("span",{pre:!0,attrs:{class:"token operator"}},[t._v(">")]),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("10")]),t._v("\n\n")])])]),s("h2",{attrs:{id:"filter-function"}},[s("a",{staticClass:"header-anchor",attrs:{href:"#filter-function"}},[t._v("#")]),t._v(" Filter Function")]),t._v(" "),s("p",[t._v("Filter takes a function and a collection. It returns a collection of every item for which the function returned True.")]),t._v(" "),s("div",{staticClass:"language-py extra-class"},[s("pre",{pre:!0,attrs:{class:"language-py"}},[s("code",[t._v("arr"),s("span",{pre:!0,attrs:{class:"token operator"}},[t._v("=")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("[")]),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("1")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("2")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("3")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("4")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("5")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("6")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("]")]),t._v("\n"),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("[")]),t._v("i "),s("span",{pre:!0,attrs:{class:"token keyword"}},[t._v("for")]),t._v(" i "),s("span",{pre:!0,attrs:{class:"token keyword"}},[t._v("in")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token builtin"}},[t._v("filter")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("(")]),s("span",{pre:!0,attrs:{class:"token keyword"}},[t._v("lambda")]),t._v(" x"),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(":")]),t._v("x"),s("span",{pre:!0,attrs:{class:"token operator"}},[t._v(">")]),s("span",{pre:!0,attrs:{class:"token number"}},[t._v("4")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(",")]),t._v("arr"),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v(")")]),s("span",{pre:!0,attrs:{class:"token punctuation"}},[t._v("]")]),t._v(" "),s("span",{pre:!0,attrs:{class:"token comment"}},[t._v("# outputs[5,6]")]),t._v("\n\n")])])])])}),[],!1,null,null,null);a.default=e.exports}}]);