Python Modules and Packages: Questions and Solutions
What is a Python module?
A Python module is a file containing Python definitions and statements. It allows code reuse and better organization. Example: math.py.
How do you import a built-in Python module?
Use the import keyword. Example:
import math
What is the difference between a module and a package in Python?
- A module is a single Python file.
- A package is a collection of modules organized in directories and initialized by an __init__.py file.
How can you create a custom module in Python?
Save your Python functions in a `.py` file. Example:
Explain the use of the import keyword in Python.
The import keyword allows you to use external modules in your script. Example:
import random
print(random.randint(1, 10))
How do you import specific functions or variables from a module?
Use the from module_name import attribute syntax. Example:
from math import sqrt
print(sqrt(16))
What is the purpose of using as in Python imports?
Using as creates an alias for a module, making it easier to reference. Example:
import pandas as pd
df = pd.DataFrame()
How can you list all available functions and variables in a module?
Use the dir() function. Example:
import math
print(dir(math))
What is the role of the __init__.py file in a Python package?
The __init__.py file initializes a Python package and can include package-level variables or imports.
How do you access a function inside a submodule of a package?
Use dot notation to access the function. Example:
from package.submodule import function_name
What is the difference between import module and from module import *?
- import module: Imports the entire module; you need to prefix with the module name.
- from module import *: Imports all functions and variables, allowing direct use without the module prefix.
How can you reload a module in Python after making changes to it?
Use the importlib.reload() function. Example:
What are the advantages of organizing your code into modules and packages?
- Code reusability across multiple projects.
- Better organization for easier navigation.
- Improved scalability by modularizing functionalities.