Python Data Types

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Questions and Answers

Which of the following data types is immutable in Python?

  • `dict`
  • `set`
  • `tuple` (correct)
  • `list`

Given the following code snippet, what will be the output?

x = 5
if x > 10:
    print("Greater than 10")
elif x > 3:
    print("Greater than 3")
else:
    print("Less than or equal to 3")

  • `Less than or equal to 3`
  • No output
  • `Greater than 3` (correct)
  • `Greater than 10`

What is the primary purpose of the continue statement in a loop?

  • To terminate the loop entirely.
  • To skip the rest of the current iteration and proceed to the next iteration. (correct)
  • To execute the loop only once.
  • To restart the loop from the beginning.

What type of argument is passed to a function using the parameter name, such as name="John"?

<p>Keyword argument (C)</p> Signup and view all the answers

Which of the following is a characteristic of lambda functions in Python?

<p>They can only have one expression. (C)</p> Signup and view all the answers

What is the purpose of the as keyword when importing a module in Python?

<p>To import the module with an alias. (C)</p> Signup and view all the answers

Which module in the Python standard library provides functions for interacting with the operating system?

<p><code>os</code> (A)</p> Signup and view all the answers

What is the purpose of pip in Python?

<p>It is a package manager. (C)</p> Signup and view all the answers

In object-oriented programming, what is a class?

<p>A blueprint for creating objects (A)</p> Signup and view all the answers

Which OOP concept involves bundling data and methods that operate on that data within a class?

<p>Encapsulation (B)</p> Signup and view all the answers

What is the purpose of the constructor method __init__ in a Python class?

<p>To initialize the object's attributes. (A)</p> Signup and view all the answers

What does the self keyword refer to in a class method?

<p>The current object (C)</p> Signup and view all the answers

Which of the following represents the correct way to define a subclass Dog that inherits from a superclass Animal?

<p><code>class Dog(Animal):</code> (D)</p> Signup and view all the answers

Which of the following data types can store key-value pairs?

<p><code>dict</code> (C)</p> Signup and view all the answers

Given the code:

for i in range(2, 10, 2):
    print(i)

What will be the output?

<p><code>2\n4\n6\n8</code> (D)</p> Signup and view all the answers

What will be the state of x after the execution of the following code?

x = 10
while x > 5:
    x -= 2
else:
    x += 1

<p>7 (D)</p> Signup and view all the answers

If a function does not have a return statement, what does it return by default?

<p><code>None</code> (A)</p> Signup and view all the answers

Consider the following function definition:

def greet(name, greeting="Hello"):
    print(greeting + ", " + name)

Which of the following calls to greet would be invalid?

<p><code>greet(greeting=&quot;Evening&quot;, &quot;David&quot;)</code> (C)</p> Signup and view all the answers

Given the following, what is printed?

def func(*args, **kwargs):
    print(args)
    print(kwargs)

func(1, 2, 3, name="Alice", age=30)

<p><code>(1, 2, 3)\n{\'name\': \ 'Alice\', \ 'age\': 30}</code> (D)</p> Signup and view all the answers

Which of the following is NOT a valid way to import the sqrt function from the math module?

<p><code>import sqrt from math; x = sqrt(4)</code> (A)</p> Signup and view all the answers

Which of the following modules would you use to work with regular expressions?

<p><code>re</code> (C)</p> Signup and view all the answers

Assume you want to install a package named requests using pip. Which command would you use?

<p><code>pip install requests</code> (A)</p> Signup and view all the answers

Which of the following represents the correct order of steps in object-oriented programming?

<p>Abstraction -&gt; Encapsulation -&gt; Inheritance -&gt; Polymorphism (B)</p> Signup and view all the answers

What is the key advantage of using inheritance in OOP?

<p>It reduces code duplication. (B)</p> Signup and view all the answers

What is polymorphism?

<p>The ability of objects of different classes to respond to the same method call in their own ways. (D)</p> Signup and view all the answers

Consider these two functions:

def modify_list(my_list):
    my_list.append(4)

my_list = [1, 2, 3]
modify_list(my_list)
print(my_list)

def modify_tuple(my_tuple):
    my_tuple += (4,)

my_tuple = (1, 2, 3)
modify_tuple(my_tuple)
print(my_tuple)

What happens when you run this code?

<p>The first prints <code>[1, 2, 3, 4]</code> and the second produces an error (B)</p> Signup and view all the answers

What is the output of the following code?

def factorial(n):
    if n == 0:
        return 1
    else:
        return n * factorial(n-1)

print(factorial(4))

<p>24 (B)</p> Signup and view all the answers

What is the output of the following code?

def func(a, b=5, c=10):
    print("a is", a, "and b is", b, "and c is", c)

func(3, 7)
func(25, c=24)
func(c=50, a=100)

<pre><code class="language-text">a is 3 and b is 7 and c is 10 a is 25 and b is 5 and c is 24 a is 100 and b is 5 and c is 50 ``` (C) </code></pre> Signup and view all the answers

What will be the output of the following Python code?

my_list = [1, 2, 3, 4, 5]
new_list = list(map(lambda x: x * 2, my_list))
print(new_list)

<p>[2, 4, 6, 8, 10] (D)</p> Signup and view all the answers

What is the output of the following code snippet?

def outer_function(x):
    def inner_function(y):
        return x + y
    return inner_function

closure = outer_function(10)
print(closure(5))

<p>15 (B)</p> Signup and view all the answers

What data structure does **kwargs represent when used as a parameter in a function definition?

<p>A dictionary of arguments (C)</p> Signup and view all the answers

Given the following code, what will the output be?

class Animal:
    def __init__(self, name):
        self.name = name

    def speak(self):
        return "Generic animal sound"

class Dog(Animal):
    def speak(self):
        return "Woof!"

animal = Animal("Generic")
dog = Dog("Buddy")

print(animal.speak())
print(dog.speak())

<p><code>Generic animal sound\nWoof!</code> (D)</p> Signup and view all the answers

What is the purpose of the super() function in Python inheritance?

<p>To call a method from the parent or superclass. (B)</p> Signup and view all the answers

What is the output of the following code?

class A:
    def __init__(self):
        self.value = 5

    def get_value(self):
        return self.value

class B(A):
    def __init__(self):
        super().__init__()
        self.value = 10

b = B()
print(b.get_value())

<p>10 (A)</p> Signup and view all the answers

Flashcards

What is Python?

A high-level, interpreted, general-purpose programming language that emphasizes code readability.

What is an int?

Whole numbers, without any decimal part.

What is a float?

Numbers with a decimal point, representing real numbers.

What is a complex number?

Numbers with a real and imaginary part.

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What is a str?

An immutable sequence of Unicode characters.

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What is a list?

An ordered, mutable (changeable) sequence of items.

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What is a tuple?

An ordered, immutable (unchangeable) sequence of items.

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What is range?

Represents a sequence of numbers, often used in loops.

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What is a dict?

A collection of key-value pairs. Keys must be immutable.

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What is a set?

An unordered collection of unique, immutable items.

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What is a frozenset?

An immutable version of a set.

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What is bool?

Represents boolean values: True or False.

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What are bytes?

Represents a sequence of bytes.

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What is bytearray?

Represents a mutable sequence of bytes.

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What is memoryview?

Provides a view of an object's internal data without copying.

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What does the if statement do?

Executes a block of code if a condition is true.

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What does the elif statement do?

Checks an additional condition if the previous if or elif condition is false.

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What does the else statement do?

Executes a block of code if all preceding if and elif conditions are false.

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What does the for loop do?

Iterates over a sequence (e.g., list, tuple, string).

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What does the while loop do?

Executes a block of code repeatedly as long as a condition is true.

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What does the break statement do?

Terminates the loop prematurely.

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What does the continue statement do?

Skips the rest of the current iteration and proceeds to the next iteration.

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What does the pass statement do?

Does nothing. Used as a placeholder.

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What is a function?

A block of organized, reusable code that performs a specific task.

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What are positional arguments?

Passed to the function in the order they are defined.

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What are keyword arguments?

Passed to the function using the parameter name (e.g., name='John').

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What are default arguments?

Parameters that have default values.

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What are *args?

Allows a function to accept a variable number of positional arguments; passed as a tuple.

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What are **kwargs?

Allows a function to accept a variable number of keyword arguments; passed as a dictionary.

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What are lambda functions?

Anonymous functions defined using the lambda keyword restricted to a single expression.

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What is a module?

A file containing Python code (functions, classes, variables).

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What is a library?

A collection of related modules.

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What does import module_name do?

Imports the entire module.

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What does from module_name import member do?

Imports a specific member from the module.

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What does import module_name as alias do?

Imports the module with an alias.

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What is pip?

The package installer for Python.

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What is a class?

A blueprint or template for creating objects.

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What is an object?

An instance of a class.

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What is encapsulation?

Bundling data (attributes) and methods within a class.

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What is abstraction?

Hiding complex implementation details and exposing only essential features.

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What is inheritance?

Creating a new class from an existing class, inheriting attributes and methods.

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Study Notes

  • Python is a high-level, interpreted, general-purpose programming language.
  • It emphasizes code readability with its use of significant indentation.
  • Python is dynamically typed and garbage-collected.
  • It supports multiple programming paradigms, including structured (procedural), object-oriented, and functional programming.
  • Python is often described as a "batteries included" language due to its comprehensive standard library.

Data Types

  • Python has several built-in data types:
    • Numeric Types:
      • int: Represents integers (whole numbers).
      • float: Represents floating-point numbers (decimal numbers).
      • complex: Represents complex numbers (numbers with a real and imaginary part).
    • Text Type:
      • str: Represents strings of characters. Strings are immutable sequences of Unicode code points.
    • Sequence Types:
      • list: Represents an ordered, mutable (changeable) sequence of items.
      • tuple: Represents an ordered, immutable sequence of items.
      • range: Represents a sequence of numbers.
    • Mapping Type:
      • dict: Represents a dictionary, a collection of key-value pairs. Keys must be immutable.
    • Set Types:
      • set: Represents an unordered collection of unique, immutable items.
      • frozenset: Represents an immutable version of a set.
    • Boolean Type:
      • bool: Represents boolean values, True or False.
    • Binary Types:
      • bytes: Represents a sequence of bytes.
      • bytearray: Represents a mutable sequence of bytes.
      • memoryview: Provides a view of an object's internal data without copying.
  • Type conversion can be done using functions like int(), float(), str(), list(), tuple(), etc.

Control Structures

  • Control structures determine the order in which statements are executed.
  • Python provides several control structures:
    • Conditional Statements:
      • if statement: Executes a block of code if a condition is true.
      • elif statement: (else if) Checks an additional condition if the previous if or elif condition is false.
      • else statement: Executes a block of code if all preceding if and elif conditions are false.
    • Loops:
      • for loop: Iterates over a sequence (e.g., list, tuple, string) or other iterable object.
      • while loop: Executes a block of code repeatedly as long as a condition is true.
    • Control Statements within Loops:
      • break statement: Terminates the loop prematurely.
      • continue statement: Skips the rest of the current iteration and proceeds to the next iteration.
      • pass statement: Does nothing and acts as a placeholder where a statement is syntactically required but no action is needed.

Functions

  • A function is a block of organized, reusable code that performs a specific task.
  • Functions help to modularize code, making it more readable and maintainable.
  • Function definition:
    • Defined using the def keyword.
    • Can accept zero or more arguments (parameters).
    • Can return a value using the return statement, or None if no return statement is present.
  • Function call:
    • Executing a function involves using its name followed by parentheses ().
    • Arguments are passed to the function within the parentheses.
  • Types of arguments:
    • Positional arguments: Passed in the order defined.
    • Keyword arguments: Passed using the parameter name (e.g., name="John").
    • Default arguments: Parameters can have default values that are used if an argument is not provided.
    • Arbitrary arguments:
      • *args: Accepts a variable number of positional arguments, which are passed as a tuple.
      • **kwargs: Accepts a variable number of keyword arguments, which are passed as a dictionary.
  • Lambda functions:
    • Anonymous functions defined using the lambda keyword.
    • Can take any number of arguments but can only have one expression.
    • Often used for short, simple operations.

Libraries and Modules

  • A module is a file containing Python code, including functions, classes, and variables.
  • A library is a collection of related modules.
  • Modules and libraries provide reusable code, extending Python's functionality.
  • Importing modules:
    • import module_name: Imports the entire module; members are accessed using module_name.member.
    • from module_name import member: Imports a specific member, accessed directly.
    • from module_name import *: Imports all members (not recommended for large modules due to potential namespace collisions).
    • import module_name as alias: Imports the module with an alias; members are accessed using alias.member.
  • Standard Library:
    • Python includes a rich standard library with modules for various tasks:
      • os: Operating system interface
      • sys: System-specific parameters and functions
      • math: Mathematical functions
      • datetime: Date and time manipulation
      • random: Random number generation
      • json: JSON encoding and decoding
      • re: Regular expressions
  • Package Manager:
    • pip (Pip Installs Packages) is Python's package installer.
    • It installs, upgrades, and uninstalls third-party packages from the Python Package Index (PyPI).
    • Common commands:
      • pip install package_name: Installs a package.
      • pip uninstall package_name: Uninstalls a package.
      • pip list: Lists installed packages.
      • pip show package_name: Shows information about a package.

Object-Oriented Programming

  • OOP is a programming paradigm based on "objects," which contain data (attributes) and code (methods).
  • Key concepts:
    • Class: A blueprint for creating objects, defining attributes and methods.
    • Object: An instance of a class, with its own values for the attributes.
    • Encapsulation: Bundling data (attributes) and methods within a class to protect data.
    • Abstraction: Hiding complex details and exposing essential features to simplify object use.
    • Inheritance: Creating a new class (subclass) from an existing class (superclass), inheriting attributes and methods.
    • Polymorphism: Objects of different classes respond to the same method call in their own ways, allowing for flexible and reusable code.
  • Class definition:
    • Defined with the class keyword.
    • Attributes: Variables storing data associated with the object.
    • Methods: Functions defined within the class that operate on the object's data.
    • Constructor: The __init__ method, automatically called when an object is created, initializes the object's attributes.
    • self: A reference to the current object, used to access its attributes and methods within the class.
  • Object creation:
    • Created by calling the class name followed by parentheses ().
    • Arguments passed to the constructor are passed to the __init__ method.
  • Method calling:
    • Methods are called using the object name followed by a dot . and the method name: object.method(arguments).
  • Inheritance:
    • Defined by including the superclass name in parentheses after the subclass name: class Subclass(Superclass):.
    • The subclass inherits all attributes and methods of the superclass.
    • Subclasses can override superclass methods by defining a method with the same name.
    • The super() function can be used to call superclass methods from within the subclass.

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