# Scala - High Order Function (Function as parameter or return object)

### Table of Contents

## About

Higher order functions are functions that take a function as a parameter or return functions.

Functions in functional programming are higher order functions since following actions can be performed with them.

- Functions can be passed within functions as arguments.
- Functions can be created within functions just as objects can be created in functions
- Functions can be returned from functions

## Articles Related

## Example

```
// sum() returns a function that takes two integers and returns an integer
def sum(f: Int => Int): (Int, Int) => Int = {
def sumf(a: Int, b: Int): Int = {...}
sumf
}
// same as above. Its type is (Int => Int) => (Int, Int) => Int
def sum(f: Int => Int)(a: Int, b: Int): Int = { ... }
// Called like this
sum((x: Int) => x * x * x) // Anonymous function, i.e. does not have a name
sum(x => x * x * x) // Same anonymous function with type inferred
def cube(x: Int) = x * x * x
sum(x => x * x * x)(1, 10) // sum of cubes from 1 to 10
sum(cube)(1, 10) // same as above
```

### Function as parameter

```
val numbers = List(1,2,3,4,5,6,7,8,9,10)
val total = numbers.foldLeft(0){(a,b) => a+b }
```

where the unction “foldLeft” is provided by Scala library on collections.