What Is a Python Interpreter?

Nathan Ojaokomo



Python is one of the most versatile programming languages used by developers, data analysts, and other professionals. At the heart of this incredible language is the Python interpreter.

People sitting at their desk learning about what a Python Interpreter is.

If you’re new to Python, you’ll need to know the vocabulary necessary to make your learning journey more manageable.

Download Now: An Introduction to Python [Free Guide]

This article will explain what Python interpreter is and how it works. We’ll also show you how to write your first “Hello World” program in a python interpreter.

However, to better understand this definition, we must explain what high-level and low-level languages are.

Computer programmers write in high-level programming languages. High-level languages are written closer to human language and allow programmers to focus on the command being written. Python is the most famous example of a high-level language.

However, while high-level languages are relatively easy to understand by humans, the same cannot be said for machines. Machines only understand machine code or machine language, a language represented by strings of bits — 1s and 0s.

As you can imagine, writing and reading a program as strings of 1s and 0s is extremely hard for human programmers. Imagine trying to memorize instructions as 1s and 0s!

So how do we bridge the gap between what a human programmer writes and what the machine understands and thus executes? By using an interpreter.

When using a Python interpreter, the programmer types in the command, the interpreter reads the command, evaluates it, prints the results, and then goes back to read the command.

What is the difference between a python interpreter and a compiler?

Let’s now discuss the differences between a Python interpreter and a Python compiler.

Computer programs are generally written in a high-level language, also called source code. Since machines don’t understand this type of language, the language needs to be transformed into binary or machine code, which machines understand.

Compilers and interpreters make this transformation possible. However, while they both have the primary function of changing source code into machine code, there are differences between them.

These two remarkable tools significantly differ in how they translate the source code.

Interpreters translate source code one statement at a time. On the other hand, the compiler first scans the entire program and then translates the whole program into machine code.

These two methods of translating code present unique opportunities and challenges. Let’s consider these.

  • Interpreters translate programs one statement at a time, unlike compilers that do “batch translation.” Therefore, interpreters usually take less time to analyze the source code. However, while they analyze code faster, compilers execute the code faster than interpreters.

  • Secondly, because interpreters don’t generate any Object code, they are more memory efficient than compilers.

Are compilers better than interpreters, then?

It depends on what you want. Programs with interpreters can run right away and be started faster. Furthermore, interpreters make debugging your code easier since they identify line-by-line errors.

Any changes made to the code written via a compiler will require it to be converted. Compilers no longer use computing power, making them more efficient.

How does an interpreter work in python?

The Python interpreter is CPython and is written in the C programming language. So how does CPython work? Let’s see.

Interpreters start with source code analysis.

First, the interpreter checks or analyzes the source code. By now, we assume you know what the source code means. It’s the high-level language you write programs in.

So, CPython receives the source code and initializes several commands to do some vital things.

First, the interpreter ensures you follow Python’s syntax for writing code.

It also checks for incorrect lines of code. If it encounters any error in a line, it stops the program from running and produces an error message.

This analysis divides the source code files into a list of tokens.

The interpreter then generates byte code.

After lexical analysis, which is the process described in the section above, the interpreter moves to the second stage, byte code generation.

After receiving the tokens, the interpreter generates the Abstract Syntax Tree or AST. This tree is converted to machine language (i.e., 1s and 0s). Because this is a Python interpreter, the code can be saved in a file with the .pyc extension.

Next, the interpreter initializes a PVM.

The interpreter initializes the Python Virtual Machine (PVM) in the next step. PVM is crucial because it’s what converts the byte code into binary code.

After conversion, the results are then printed. Python prints out the correct result if there are no high-level language errors. Otherwise, it prints out an error message.

Now that we have a high-level view of how the compiler works, let’s now show you how to set up and use a Python interpreter.

How to Install and Run a Python Interpreter

By following the steps in this section, you’ll be able to download, install, and run a free Python interpreter. After installation, you’ll be able to run Python commands.

1. Go to the Python website and download the latest version

Start by going to the official Python website . Here, you’ll see different download options. Choose the right download for your operating system. As of the time of writing this article, the latest version of the Python interpreter software is 3.11.0.

what is a python interpreter, python site

Image Source

One of the great things about Python is that newer versions are backward compatible, which means you can write programs with older versions, but they’ll still run on newer future versions.

However, we highly recommend downloading the latest version because it contains the latest features and bug fixes.

2. Run the interpreter.

After downloading and installing Python, you can then run the Python interpreter.

In our example, we have installed the installer on a Windows 11 computer. Here’s how to run the interpreter.

First, search for the Python program on your computer. Opening it should show you something similar to what we have in the image below.

how python interpreter works, putting a code in an interpreter

Now enter a command or statement. The interpreter will provide the appropriate results.

We’ve decided to go for the tested and trusted “Hello World.” You can see the results below.

how python interpreter works, output of a python interpreter

The basic Python interpreter allows you to execute single statements. However, if you want to execute multiple statements or build Python applications, you’ll need more.

This is where Integrated Development Environment (IDE) comes in. These applications give programmers extensive software capabilities like editing source code, building executables, and debugging.

Some of the best IDEs we recommend include:

Installing these applications is relatively easy. All you have to do is visit their websites, download, and install.

Using the Python Interpreter

We hope you have a better understanding of what a Python interpreter is. First, it converts source code into machine code via tokenization.

These tokens are then used to create an AST (Abstract Syntax Tree). Finally, the AST is converted to byte code, and the PVM executes the byte code to give the final output.

Using an interpreter vital for programming and is one of the easiest steps to learning Python.


Topics: What Is Python?

Related Articles

We're committed to your privacy. HubSpot uses the information you provide to us to contact you about our relevant content, products, and services. You may unsubscribe from these communications at any time. For more information, check out our Privacy Policy.

A guide for marketers, developers, and data analysts.