functional-programming-pure-function

As a side note – Redux need reducers to be “pure functions

Basic example of mutations

let state = {
  wardens: 900,
  animals: 800
};

This above Object holds the information of a Zoo application. If we change the number of animals in the state Object:

let state = {
  wardens: 900,
  animals: 800
};
state.animals = 90;

Our state object will hold/encode a new information:

state = {
  wardens: 900,
  animals: 90
};

This is called mutation.

Immutability comes when we want to preserve our state. To keep our state from changing we have to create a new instance of our state objects.

function bad(state) {
  state.prp = "yes";
  return state;
}

function good(state) {
  let newState = { ...state };
  newState.prp = "yes";
  return newState;
}

Immutability makes our app state predictable, ups the performance rate of our apps and to easily track changes in state.

Pure Functions, Side Effects

Pure functions are functions that accept an input and returns a value without modifying any data outside its scope(Side Effects). Its output or return value must depend on the input/arguments and pure functions must return a value.

function impure(arg) {
  finalR.s = 90;
  return arg * finalR.s;
}

The above function is not a pure function because it modified a state finalR.s outside its scope.

function impure(arg) {
  let f = finalR.s _ arg
}

The above function also isn’t a pure function because it didn’t return a value though it didn’t modify any external state.

function impure(arg) {
  return finalR.s _ 3
}

The above function is impure, though it didn’t affect any external state, its output return finalR.s _ 3 isn’t dependent on the input arg. Not only must pure function return a value but it must depend on the input.

function pure(arg) {
  return arg \_ 4
}

The above is a pure function. It didn’t side effect? any external state and it returns an output based on the input.

1. A pure function is deterministic. This means, that given the same input, the function will always return the same output. To illustrate this as a function in mathematical terms it is a well defined function. Every input returns a single output, every single time.

A pure function

const add = (x, y) => x + y // A pure function

add is a pure function because it’s output is solely dependent on the arguments it receives. Therefore, given the same values, it will always produce the same output.

2. A pure function will not cause side effects. A side effect? is any change in the system that is observable to the outside world.

const calculateBill = (sumOfCart, tax) => sumOfCart * tax

Is calculateBill pure? Definitely 🙂 It exhibits the two necessary characteristics:

The function depends only on its arguments to produce a result The function does not cause any side effects The Mostly Adequate Guide states that side effects include, but are not limited to:

changing the file system inserting a record into a database making an http call mutations printing to the screen / logging obtaining user input querying the DOM accessing system state

Further Reading

https://hackernoon.com/javascript-and-functional-programming-pt-3-pure-functions-d572bb52e21c