Can a python function be an argument of another function

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Can a python function be an argument of another function

A function in Python is defined with the def keyword. Functions do not have declared return types. A function without an explicit return statement returns None. In the case of no arguments and no return value, the definition is very simple.

Calling the function is performed by using the call operator after the name of the function. The arguments of a function are defined within the def statement. Like all other variables in Python, there is no explicit type associated with the function arguments. This fact is important to consider when making assumptions about the types of data that your function will receive.

Function arguments can optionally be defined with a default value. The default value will be assigned in the case that the argument is not present in the call to the function. All arguments without default values must be listed before arguments with default values in the function definition.

How to pass Python function as a function argument?

Any argument can be passed either implicitly by position or explicitly by name, regardless of whether or not it has a default value defined.

Look carefully at the example above. An argument with a default value can be passed using only position and an argument without a default can be passed using a keword.

When defining default arguments, take special care with mutable data types. The instance of the default value is bound at the time the function is defined.

Consequently, there is a single instance of the mutable object that will be used across all calls to the function. As a result, it is best to use default value of None as a flag to signify the absense of the argument and handle the case inside the function body. The first is a variable-length, named tuple of any additional positional arguments received by the function.

The second is a variable-length dictionary containing all keyword arguments passed to the function that were not explicitly defined as part of the function arguments. It is not required, but conventional and therefore highly recommended, to name these two arguments args and kwargs, respectively.

It is also possible to construct argument lists positional or keyword and pass them into a function. The example above shows another potentially confusing asymmetry in Python. You can pass arguments using the regular style to a function defined using variable arguments, and you can pass unpacked variable argument lists to a function defined without variable arguments.

Each function evaluation creates a local namespace that is manipulated at any level within the function. As a result, variables can be initially defined at a seemingly lower level of scope than they are eventually used.

This model for scope can simplify your code, but pay attention.A function can take multiple arguments, these arguments can be objects, variables of same or different data types and functions.

Python Functions Examples: Call, Indentation, Arguments & Return Values

Python functions are first class objects. In the example below, a function is assigned to a variable. It takes the function object referenced by shout and creates a second name pointing to it, yell. Because functions are objects we can pass them as arguments to other functions. Functions that can accept other functions as arguments are also called higher-order functions. In the example below, a function greet is created which takes a function as an argument. Wrapper function or decorator allows us to wrap another function in order to extend the behavior of the wrapped function, without permanently modifying it.

In Decorators, functions are taken as the argument into another function and then called inside the wrapper function. To know more about decorator click here. In Python, anonymous function means that a function is without a name.

As we already know that def keyword is used to define the normal functions and the lambda keyword is used to create anonymous functions. This function can have any number of arguments but only one expression, which is evaluated and returned.

Lambda function can also have another function as an argument. The below example shows a basic lambda function where another lambda function is passed as an argument. If you like GeeksforGeeks and would like to contribute, you can also write an article using contribute. See your article appearing on the GeeksforGeeks main page and help other Geeks. Please Improve this article if you find anything incorrect by clicking on the "Improve Article" button below. Writing code in comment?

Please use ide. Python program to illustrate functions. Defining lambda function. Python oct function sum function in Python. Check out this Author's contributed articles. Load Comments.With two or more arguments, return the largest argument.

Python has a module called math that provides access to mathematical common functions like sin; cos; tan etc even sqrt that calculates the square root of a number for us:.

In this program our task is to calculate the factorial of a number. To write a function in python we use the keyword def to tell python that this block of code is a function. The body of a Python function is defined by the indentation tab or 4 spaces.

This is the same as code blocks associated with a control structure, like an if or while statement. The syntax for calling a Python function is as follows:. You are commenting using your WordPress. You are commenting using your Google account.

How to pass Python function as a function argument?

You are commenting using your Twitter account. You are commenting using your Facebook account. Notify me of new comments via email. Notify me of new posts via email. Create a website or blog at WordPress. Menu Home Contact programming topics data science python. A function is a named section of a program that implements a specific task wish runs when it is called.

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We can pass data into our function known as arguments. A function can return data as a result. Python has a module called math that provides access to mathematical common functions like sin; cos; tan etc even sqrt that calculates the square root of a number for us: from math import sqrt sqrt 2 1.

You call the function and pass the appropriate arguments.

can a python function be an argument of another function

Program execution goes off to the designated body of code and does its work. When the function is finished, execution returns to your code where it left off The function may or may not return data for your code to use.

Functions allow complex processes to be broken up into smaller steps. Functions help minimize errors in code considerably. Breaking a large task into smaller, bite-sized sub-tasks helps make the large task easier to think about and manage. Resources: defining your own python function — realpython. Share this: Twitter Facebook. Like this: Like Loading Leave a Reply Cancel reply Enter your comment here Fill in your details below or click an icon to log in:. Email required Address never made public.

Name required. Create your website at WordPress. By continuing to use this website, you agree to their use. To find out more, including how to control cookies, see here: Cookie Policy.A function is a block of organized, reusable code that is used to perform a single, related action. Functions provide better modularity for your application and a high degree of code reusing. As you already know, Python gives you many built-in functions like printetc.

These functions are called user-defined functions. You can define functions to provide the required functionality. Here are simple rules to define a function in Python. Function blocks begin with the keyword def followed by the function name and parentheses. Any input parameters or arguments should be placed within these parentheses.

You can also define parameters inside these parentheses. The first statement of a function can be an optional statement - the documentation string of the function or docstring. The statement return [expression] exits a function, optionally passing back an expression to the caller. A return statement with no arguments is the same as return None.

C/C++ : Passing a Function as Argument to another Function - Pointers to function

By default, parameters have a positional behavior and you need to inform them in the same order that they were defined. Defining a function only gives it a name, specifies the parameters that are to be included in the function and structures the blocks of code.

Once the basic structure of a function is finalized, you can execute it by calling it from another function or directly from the Python prompt. All parameters arguments in the Python language are passed by reference. It means if you change what a parameter refers to within a function, the change also reflects back in the calling function. Here, we are maintaining reference of the passed object and appending values in the same object.

There is one more example where argument is being passed by reference and the reference is being overwritten inside the called function. The parameter mylist is local to the function changeme. Changing mylist within the function does not affect mylist.

Required arguments are the arguments passed to a function in correct positional order. Here, the number of arguments in the function call should match exactly with the function definition. Keyword arguments are related to the function calls.

When you use keyword arguments in a function call, the caller identifies the arguments by the parameter name. This allows you to skip arguments or place them out of order because the Python interpreter is able to use the keywords provided to match the values with parameters. The following example gives more clear picture.

Note that the order of parameters does not matter. A default argument is an argument that assumes a default value if a value is not provided in the function call for that argument. You may need to process a function for more arguments than you specified while defining the function. These arguments are called variable-length arguments and are not named in the function definition, unlike required and default arguments. This tuple remains empty if no additional arguments are specified during the function call.

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These functions are called anonymous because they are not declared in the standard manner by using the def keyword. You can use the lambda keyword to create small anonymous functions. Lambda forms can take any number of arguments but return just one value in the form of an expression. They cannot contain commands or multiple expressions. Lambda functions have their own local namespace and cannot access variables other than those in their parameter list and those in the global namespace.A decorator in Python is a function that takes another function as its argument, and returns yet another function.

Decorators can be extremely useful as they allow the extension of an existing function, without any modification to the original function source code.

Consider the following example:. Lets propose the following scenario.

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We can achieve this through the use of a decorator. Firstly, we give the decorator a sensible name which intimates what its intended purpose is.

Inside the decoratored function, we define a local function called inner. The inner function takes a list of 2-element tuples as its argument. The inner function returns a list of these values summed up. Now, let's apply this logic and see how the decorator function works. To apply the decorator, we use the syntaxfollowed by the function name of the decorator above the function that is being decorated. This is syntactically the same as:. The complete source code for the decorated function is available here:.

It may also be useful for decorators to take arguments themselves. In the slightly altered example presented here, we pass an integer argument to the decorator. This integer value is used as the exponent after the two values in the tuple have been added together. Here, the value 2, squares each value, so for the first tuple, 16 is returned i. To use arguments in decorators, we simply need to define a decorator itself.

Now we have a list of our tuples returned which have been added together and squared. The source code for this example is shown:. Now we have seen that we can specify arguments to the decorator, we can also specify no arguments to the decorator and a default will be set. If arg is not a function, but an integer, it is not callable as would happen in the code that has been commented out.

We then move to the else statement which executes its corresponding block. The source code for this code snippet is shown:. Decorators are an elegant way to extend functionality of our original functions without altering their source code.

Furthermore, the decorators we define can accept arguments or fall back to a set predefined default argument. This article showcases the basics of decorators and how they may be incorporated into our function design. Sign in. How to Use Decorators in Python, by example. Stephen Fordham Follow. Towards Data Science A Medium publication sharing concepts, ideas, and codes. Articles on Data Science and Programming. Towards Data Science Follow. A Medium publication sharing concepts, ideas, and codes.

Write the first response. More From Medium. More from Towards Data Science. Rhea Moutafis in Towards Data Science. Caleb Kaiser in Towards Data Science. Taylor Brownlow in Towards Data Science.A Function in Python is used to utilize the code in more than one place in a program. It is also called method or procedures. Python provides you many inbuilt functions like printbut it also gives freedom to create your own functions.

Arguments in Functions How to define and call a function in Python Function in Python is defined by the "def " statement followed by the function name and parentheses Example: Let us define a function by using the command " def func1 :" and call the function. The output of the function will be "I am learning Python function". The function print func1 calls our def func1 : and print the command " I am learning Python function None.

Any args or input parameters should be placed within these parentheses The function first statement can be an optional statement- docstring or the documentation string of the function The code within every function starts with a colon : and should be indented space The statement return expression exits a function, optionally passing back a value to the caller.

A return statement with no args is the same as return None. Significance of Indentation Space in Python Before we get familiarize with Python functions, it is important that we understand the indentation rule to declare Python functions and these rules are applicable to other elements of Python as well like declaring conditions, loops or variable.

Python follows a particular style of indentation to define the code, since Python functions don't have any explicit begin or end like curly braces to indicate the start and stop for the function, they have to rely on this indentation. Here we take a simple example with "print" command.

When we write "print" function right below the def func 1 : It will show an " indentation error: expected an indented block ". Now, when you add the indent space in front of "print" function, it should print as expected. At least, one indent is enough to make your code work successfully.

But as a best practice it is advisable to leave about indent to call your function. It is also necessary that while declaring indentation, you have to maintain the same indent for the rest of your code.

For example, in below screen shot when we call another statement "still in func1" and when it is not declared right below the first print statement it will show an indentation error "unindent does not match any other indentation level. How Function Return Value? Return command in Python specifies what value to give back to the caller of the function.

can a python function be an argument of another function

Let's understand this with the following example Step 1 Here - we see when function is not "return". For example, we want the square of 4, and it should give answer "16" when the code is executed. This is because when you call the function, recursion does not happen and fall off the end of the function.

Python returns "None" for failing off the end of the function. Step 2 To make this clearer we replace the print command with assignment command.

Let's check the output. When you run the command "print square 4 " it actually returns the value of the object since we don't have any specific function to run over here it returns "None". Step 3 Now, here we will see how to retrieve the output using "return" command. When you use the "return" function and execute the code, it will give the output " We will here see how Python treats an object.

When you run the command "print square" it returns the value of the object. Since we have not passed any argument, we don't have any specific function to run over here it returns a default value 0xB2D30 which is the location of the object. In practical Python program, you probably won't ever need to do this.One of the more hair-raising facts we learn in my introductory Python trainings is that you can pass functions into other functions.

You can pass functions around because in Python, functions are objects.

can a python function be an argument of another function

This applies to methods as well methods are functions which live on objects :. Python is allowing us to refer to these function objectsthe same way we might refer to a string, a number, or a range object:.

That gimme variable now points to the pop method on our numbers list. And we can pass the function into itself yes this is weirdwhich converts it to a string here:. There are actually quite a few functions built-in to Python that are specifically meant to accept other functions as arguments.

The built-in filter function accepts two things as an argument: a function and an iterable. The given iterable list, tuple, string, etc. The object returned from filter is a lazy iterator so we needed to convert it to a list to actually see its output. Since functions can be passed into functions, that also means that functions can accept another function as an argument. The filter function assumes its first argument is a function. You can think of the filter function as pretty much the same as this function:.

This function expects the predicate argument to be a function technically it could be any callable. When we call that function with predicate itemwe pass a single argument to it and then check the truthiness of its return value.

A lambda expression is a special syntax in Python for creating an anonymous function. When you evaluate a lambda expression the object you get back is called a lambda function. You can think of a lambda expression as a shortcut for making a function which will evaluate a single Python expression and return the result of that expression.

This is the most appropriate use of lambda expressions: passing a function into another function while defining that passed function all on one line of code. Whether or not you like this syntax, you should know that this syntax is just a shortcut for creating a function.

All functions in Python can be passed as an argument to another function that just happens to be the sole purpose of lambda functions. Besides the built-in filter function, where will you ever see a function passed into another function? This key argument should be a function or another callable. The sortedminand max functions all follow this convention of accepting a key function:.

can a python function be an argument of another function

You can think of this key function as computing a comparison key for each item in the iterable. In the above example our comparison key returns a lowercased string, so each string is compared by its lowercased version which results in a case-insensitive ordering. Note : That str. Classes store the unbound methods that will accept an instance of that class when called.

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The key argument accepted by sortedminand max is just one common example of passing functions into functions.

The map function will call the given function on each item in the given iterable and use the result of that function call as the new item:. Note : as I noted in my article on overusing lambda, I personally prefer to use generator expressions instead of the map and filter functions. The first one is like filter except it stops once it finds a value for which the predicate function is false. The second one does the opposite: it only includes values after the predicate function has become false.

The defaultdict class in the collections module is another example.

How to Use Decorators in Python, by example

The defaultdict class creates dictionary-like objects which will never raise a KeyError when a missing key is accessed, but will instead add a new value to the dictionary automatically.

This defaultdict class accepts a callable function or class that will be called to create a default value whenever a missing key is accessed. The above code worked because int returns 0 when called with no arguments:.

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Here the default value is listwhich returns a new list when called with no arguments.


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