th 470 - Understanding the Distinction: Import X vs. From X Import *

Understanding the Distinction: Import X vs. From X Import *

Posted on
th?q=Difference Between - Understanding the Distinction: Import X vs. From X Import *

Have you ever come across the terms Import X and From X Import * in programming? If you are new to programming, these terms might seem intimidating and confusing. However, it is important to understand the distinction between the two phrases since they can impact the efficiency and accuracy of your code.

The term ‘Import X’ refers to importing a specific module or function from a module. This approach allows you to selectively import only the necessary components of a module and discard what you don’t need, thereby saving memory space and reducing import time. On the other hand, ‘From X Import *’ imports all components of a module, which can be convenient for smaller projects or personal use.

While ‘From X Import *’ can save you some typing effort, it is generally discouraged for production-level code since it can cause naming collisions and poorly affect the readability and maintenance of your codebase. Additionally, as your project grows, it can become difficult to track where each function, class, or method comes from, making debugging an arduous task. Therefore, always aim to use ‘Import X’ over ‘From X Import *’ in your code.

So next time you find yourself writing code and wondering which approach to take when importing modules, consider the pros and cons of each method. Remember, using a more precise approach through ‘Import X’ can improve your program’s efficiency and make your code easier to understand, especially when working in larger teams with different coding styles. Understanding the distinctions between these phrases will help you write superior and longer-lasting code.

th?q=Difference%20Between%20%22Import%20X%22%20And%20%22From%20X%20Import%20*%22%3F%20%5BDuplicate%5D - Understanding the Distinction: Import X vs. From X Import *
“Difference Between “Import X” And “From X Import *”? [Duplicate]” ~ bbaz

Understanding the Distinction: Import X vs. From X Import *


Python is a popular language that has seen increased usage and adoption among programmers. One of the reasons for its popularity is its versatility in addressing various tasks, including file manipulation, web development, data analysis, machine learning, and more. Python libraries significantly aid in achieving these tasks, but it is essential to understand the differences between import X and from X import *.

Importing Modules

The import statement in Python allows programmers to use code from other modules. It provides a way to divide codes into separate files and maintain well-organized codes. The syntax for importing a module is:import module_nameFor example, to import the datetime module, we use:import datetime

What is From Statement?

The from import statement is another way to import modules in Python. It allows us to specify which attributes of the module we want to use without importing the entire module. The syntax for using the from import method is:from module_name import attribute_nameFor example, to import only the date object from the datetime module, we use:from datetime import date

Import X vs. From X Import *

When using the import statement, all the functions, classes, and attributes in the module become available through the module name. Thus, if you want to use any function, you need to prefix it with the module name. For example, to use the random integer function from the random module:import randomnumber = random.randint(0, 10)On the other hand, when we use the from import statement, we can directly use the attributes without the need for modifying the module name. For example:from random import randintnumber = randint(0, 10)

Partial Imports with From

While from X import * is not favorable because it can lead to conflicts and confusion, it is possible to use the from import statement without specifying each attribute individually. It involves using brackets to group the attributes. For example:from math import (sin, cos, sqrt)

Wildcard Character

The asterisk (*) is a wildcard character commonly used in computing to represent any character. If we use the from import statement with *, all attributes of the module become available for direct use in the local namespace. One of the disadvantages of using from X import * is its tendency to cause name conflicts, as multiple imported modules may have the same name. Therefore, it is best to avoid its use and explicitly import needed attributes.

Prefer Import X over From X Import *

Although the from X import * method is okay for short scripts or interactive sessions, it is not recommended for larger projects that require maintainable code. One reason is that while the from X import * method can save typing time, understanding the flow of the code becomes challenging once the project gradually grows more extensive. Nevertheless, the single-line import statement ensures more linearity to the code flow and makes it easier for future changes and updates.

Impact on Memory Consumption

While import X loads the entire module into memory when it is first imported, from X import * extracts only the specified attributes requested from the module. The implication of this is that from X import * can reduce the memory consumption of the program as there is no need to call the entire module when not necessary. However, if we frequently use many attributes from a module, importing the entire module through import X could be more efficient.

Table Comparison

import X from X import * from X import (a,b,c)
Detailed Control Yes No Yes
Name Naming Required Not Required Not Required
Memory Usage Higher Less
Maintainability Easier Harder Easier
Code Safety Very Safe Unsafe Quite Safe


In conclusion, both import X and from X import * have their advantages and disadvantages. While from X import * can save typing time, it may become challenging to understand the code in larger projects, especially when name conflicts arise. Therefore, it is recommended to use import X for larger projects that require maintainable code, and limit the use of from X import * to only when necessary.

Thank you for reading this article on Understanding the Distinction: Import X vs. From X Import *. We hope that you found it helpful in clarifying the difference between these two common methods of importing code in Python.

When deciding which import method to use, it’s important to consider the scope of your code and the potential for naming conflicts. Importing specific functions or classes with the from statement can help prevent name collisions and make your code more readable.

On the other hand, using the import * statement can be convenient for quickly importing all functions and classes from a module. However, this method should be used sparingly and only in cases where naming conflicts are unlikely to occur.

Overall, understanding the difference between these two import methods can lead to cleaner, more organized code and prevent potential bugs or errors down the line. Thank you again for reading, and happy coding!

People also ask about Understanding the Distinction: Import X vs. From X Import *

1. What does import X mean?

When you use the import X statement in Python, you are telling the program to bring in a specific module or component that was written somewhere else. This allows you to use the functions and classes in that module to expand the capabilities of your own code.

2. How is from X import Y different from import X?

When you use the from X import Y statement in Python, you are importing a specific function or class from a module, rather than the entire module itself. This can be useful if you only need one or two functions from a large module, as it saves memory and reduces clutter in your code.

3. What does import * mean?

The import * statement in Python is used to import all the functions and classes from a module at once. This can be convenient if you need to use many different functions from a module in your code, but it can also be problematic if there are naming conflicts or if the module contains a large number of functions you don’t actually need.

4. When should I use import X versus from X import Y?

It depends on your specific needs and the size of the module you are working with. If you only need one or two functions from a module, it’s generally better to use from X import Y to save memory and reduce clutter in your code. However, if you need many functions from a module or if you’re not sure exactly which functions you’ll need, it may be easier to use import X and access the functions you need using dot notation.