Functions in Scala allow dividing programs into smaller, manageable pieces that perform specific tasks. Some key features of functions in Scala include local functions defined inside other functions, first-class functions that can be passed as arguments, partially applied functions, closures that close over variables from outer scopes, and repeated/variable length parameters indicated with an asterisk. Tail recursion makes recursive functions more efficient by ensuring the recursive call is the last operation.
What is Python Lambda Function? Python Tutorial | EdurekaEdureka!
YouTube Link: https://youtu.be/RQRCWDK9UkA
** Python Certification Training: https://www.edureka.co/python **
This Edureka PPT on 'Python Lambda' is to educate you about the Lambda functions of Python and help you understand how to use them in various scenarios. Below are the topics covered in this PPT:
What are Python Lambda functions?
Why are they used?
How to write anonymous functions?
Lambda functions within user-defined functions
Using Anonymous functions within
- filter()
- map()
- reduce()
Solving algebric expressions using Lambda
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INTRODUCTION
COMPARISON BETWEEN NORMAL FUNCTION AND INLINE FUNCTION
PROS AND CONS
WHY WHEN AND HOW TO USED?
GENERAL STRUCTURE OF INLINE FUNCTION
EXAMPLE WITH PROGRAM CODE
Functional Programming Patterns (NDC London 2014)Scott Wlaschin
(video of these slides available here http://fsharpforfunandprofit.com/fppatterns/)
In object-oriented development, we are all familiar with design patterns such as the Strategy pattern and Decorator pattern, and design principles such as SOLID.
The functional programming community has design patterns and principles as well.
This talk will provide an overview of some of these, and present some demonstrations of FP design in practice.
Abstract classes are classes that contain one or more abstract methods. An abstract method is a method that is declared, but contains no implementation. Abstract classes may not be instantiated, and require subclasses to provide implementations for the abstract methods. Subclasses of an abstract class in Python are not required to implement abstract methods of the parent class.
What is Python Lambda Function? Python Tutorial | EdurekaEdureka!
YouTube Link: https://youtu.be/RQRCWDK9UkA
** Python Certification Training: https://www.edureka.co/python **
This Edureka PPT on 'Python Lambda' is to educate you about the Lambda functions of Python and help you understand how to use them in various scenarios. Below are the topics covered in this PPT:
What are Python Lambda functions?
Why are they used?
How to write anonymous functions?
Lambda functions within user-defined functions
Using Anonymous functions within
- filter()
- map()
- reduce()
Solving algebric expressions using Lambda
Follow us to never miss an update in the future.
YouTube: https://www.youtube.com/user/edurekaIN
Instagram: https://www.instagram.com/edureka_learning/
Facebook: https://www.facebook.com/edurekaIN/
Twitter: https://twitter.com/edurekain
LinkedIn: https://www.linkedin.com/company/edureka
Castbox: https://castbox.fm/networks/505?country=in
INTRODUCTION
COMPARISON BETWEEN NORMAL FUNCTION AND INLINE FUNCTION
PROS AND CONS
WHY WHEN AND HOW TO USED?
GENERAL STRUCTURE OF INLINE FUNCTION
EXAMPLE WITH PROGRAM CODE
Functional Programming Patterns (NDC London 2014)Scott Wlaschin
(video of these slides available here http://fsharpforfunandprofit.com/fppatterns/)
In object-oriented development, we are all familiar with design patterns such as the Strategy pattern and Decorator pattern, and design principles such as SOLID.
The functional programming community has design patterns and principles as well.
This talk will provide an overview of some of these, and present some demonstrations of FP design in practice.
Abstract classes are classes that contain one or more abstract methods. An abstract method is a method that is declared, but contains no implementation. Abstract classes may not be instantiated, and require subclasses to provide implementations for the abstract methods. Subclasses of an abstract class in Python are not required to implement abstract methods of the parent class.
Python Session - 4
if
nested-if
if-else
elif (else if)
for loop (for iterating_var in sequence: )
while loop
break
continnue
pass
What is a function in Python?
Types of Functions
How to Define & Call Function
Scope and Lifetime of variables
lambda functions(anonymous functions)
C Programming Language is the most popular computer language and most used programming language till now. It is very simple and elegant language. This lecture series will give you basic concepts of structured programming language with C.
Principles of functional progrmming in scalaehsoon
a short outline on necessity of functional programming and principles of functional programming in Scala.
In the article some keyword are used but not explained (to keep the article short and simple), the interested reader can look them up in internet.
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2. AGENDA
●
What is Functions.
●
Local Functions.
●
First Class Function
●
Placeholders
●
Partially Applied Functions
●
Closures
●
Repeated Parameters
●
Tail Recursion
3. What is Function
➢
A function is a group of statements that together perform a task.
➢
When program gets larger, you need some way to divide them
into smaller more manageable pieces.
➢
How you divide is up to you, but logically each function perform
a specific task.
4. Difference Between Functions And
Methods
Functions Methods
➢
Functions have independent ➢
Methods do not have
existence means they can be independent existence
defined outside of the class. they are always defined
with in class.
➢
Methods are called using
➢
Functions are called instance or object.
independently.
5. Functions Declaration And Definition
def functionName ([list of parameters]) : [return type]
def functionName ([list of parameters]) : [return type] = {
function body
return [expr]
}
def addInt( a:Int, b:Int ) = {
var sum = 0
sum = a + b
sum
}
6. Calling Functions
Following is the standard way to call a
method:
object Test {
def main(args: Array[String]) {
println( "Returned Value : " + addInt(5,7) )
}
def addInt( a:Int, b:Int ) : a+b
}
7. Local Functions
Scala allows you to define functions inside a function are called local
functions.
def factorial(i: Int): Int = {
def fact(i: Int, factor: Int): Int = {
if (i <= 1)
factor
else
fact(i - 1, i * factor)
}
fact(i, 1)
}
}
8. First Class Functions
Scala supports first-class functions,which means you can express
functions in function literal syntax,
ie. , (x: Int) => x + 1,
A function literal is compiled into a class that when instantiated at run-
time is a function value.
For eg :
var increase = (x: Int) => x + 1
increase(10)
9. Functions Applied On Functions
foreach:
It takes a function as an argument and invokes that function on each of
its elements.
For eg:
val someNumbers = List(-11, -10, -5, 0, 5, 10)
SomeNumbers foreach((x: Int) => println(x))
10. Filters:
Scala provides a number of ways to leave out redundant information.
This method selects those elements of a collection that pass a test the
user supplies.
For eg:
someNumbers.filter(x => x > 0)
someNumbers.filter(_> 0)
To make a function literal even more concise, you can use underscores
as placeholders for one or more parameters, so long as each parameter
appears only one time within the function literal.
11. Partially Applied Functions
Replace the entire list of parameter.
For example, rather than writing println(_), you could write println _.
val someNumbers = List(-11, -10, -5, 0, 5, 10)
someNumbers.foreach(println _)
A partially applied function is an expression in which you don’t supply all of
the arguments needed by the function. Instead, you supply some, or none, of
the needed arguments.
12. Closures
A closure is a function whose return value depends on the value of one or
more variables declared outside this function.
For eg:
val multiplier = (i:Int) => i * 10
➢
A statement with no free variable is called close term.
val multiplier = (i:Int) => i * factor
➢
A statement with free variable is called open term.
factor is a free variable
i is a bound variable
The function value (the object) that’s created at runtime from this function
literal is called a closure.
13. REPEATED PARAMETERS
Scala allows you to indicate that the last parameter to a function may be
Repeated.
This allows clients to pass variable length argument lists to the
Function.
For eg:
def Size(is: Int*) = is.length
println(Size(2,3,4,5,6,67))
To denote a repeated parameter, place an asterisk after the type of
the parameter.
14. Tail Recursion
In order for a recursive call to be tail recursive, the call back to the function
must be the last action performed in the function.
def factorial(number:Int) : Int = {
if (number == 1)
return 1
number * factorial (number - 1)
}
println(factorial(5))
This is not a tail recursive Function, because the total returned from the
recursive call is being multiplied by number, the recursive call is NOT the
last action performed in the function.
15. To take this example and make it tail recursive, we must make sure that last
action performed in the function is the recursive call.
def factorial(fact: Int, number: Int) : Int = {
if(number == 1)
return fact
factorial(number * fact, number - 1)
}
print(factorial(1,5))
16. Why Tail Recursion?
In the recursion example, notice how the result of each call must be
remembered, to do this each recursive call requires an entry on the stack
until all recursive calls have been made. This makes the recursive call more
expensive in terms of memory.
While in the tail recursive example, there are no intermediate values that
need to be stored on the stack, the intermediate value is always passed back
as a parameter.