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Groovy VS Python

Compare Groovy VS Python and see what are their differences

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Groovy logo Groovy

A dynamic language for the Java platform

Python logo Python

Python is a clear and powerful object-oriented programming language, comparable to Perl, Ruby, Scheme, or Java.
  • Groovy Landing page
    Landing page //
    2023-06-24

We recommend LibHunt Groovy for discovery and comparisons of trending Groovy projects.

  • Python Landing page
    Landing page //
    2021-10-17

Groovy features and specs

  • Dynamic Language
    Groovy is a dynamic language, making it flexible and easy to use. Developers can write concise and expressive code, reducing boilerplate and increasing productivity.
  • Java Compatibility
    Groovy is fully compatible with Java, allowing seamless integration with existing Java codebases. Developers can call Java libraries directly, making it easier to adopt Groovy incrementally.
  • Simplified Syntax
    Groovy's simplified syntax makes it easier to read and write, especially for those familiar with Java. Features like optional semicolons and easier collection handling improve code clarity.
  • Built-in Scripting Capabilities
    Groovy is an excellent choice for scripting tasks. It can be used for quick scripts or task automation with minimal setup, providing a more powerful alternative to shell scripting.
  • Grails Framework Support
    Groovy powers the Grails framework, which is popular for building web applications. Grails leverages Groovy’s capabilities to provide rapid development features and ease of use.

Possible disadvantages of Groovy

  • Performance Overheads
    As a dynamic language, Groovy may introduce performance overheads compared to Java. The reflection and dynamic typing features might make it slower in performance-critical applications.
  • Smaller Community
    Groovy has a smaller community compared to mainstream languages like Java or Python, which can lead to fewer resources, libraries, and community support available for developers.
  • Less Versatile for Complex Systems
    While Groovy is great for scripting and smaller applications, it may not be the best choice for building large-scale, complex systems due to its dynamic nature and potential performance concerns.
  • Tooling Limitations
    Although Groovy integrates with popular IDEs, the tooling support might not be as mature or comprehensive as that for more established languages, potentially causing inconvenience in development workflows.
  • Static Typing Limitations
    Groovy supports static typing, but it is not as robust as in purely statically-typed languages. Some developers might find the type safety features lacking for certain projects where strict type constraints are needed.

Python features and specs

  • Easy to Learn
    Python syntax is clear and readable, which makes it an excellent choice for beginners and allows for quick learning and prototyping.
  • Versatile
    Python can be used for web development, data analytics, artificial intelligence, machine learning, automation, and more, making it a highly versatile programming language.
  • Large Standard Library
    Python comes with a comprehensive standard library that includes modules and packages for various tasks, reducing the need to write code from scratch.
  • Strong Community Support
    Python has a large and active community, which means a wealth of third-party packages, tutorials, and documentation is available for assistance.
  • Cross-Platform Compatibility
    Python is compatible with major operating systems like Windows, macOS, and Linux, allowing for easy development and deployment across different platforms.
  • Good for Rapid Development
    The high-level nature of Python allows for quick development cycles and fast iteration, which is ideal for startups and prototyping.

Possible disadvantages of Python

  • Performance Limitations
    Python is generally slower than compiled languages like C or Java because it is an interpreted language, which can be a drawback for performance-critical applications.
  • Global Interpreter Lock (GIL)
    The GIL in CPython, the most used Python interpreter, prevents multiple native threads from executing Python bytecodes at once, limiting multi-threading capabilities.
  • Memory Consumption
    Python can be more memory-intensive compared to some other languages, which might be a concern for applications with tight memory constraints.
  • Mobile Development
    Python is not a primary choice for mobile app development, where languages like Java, Swift, or Kotlin are more commonly used.
  • Runtime Errors
    Being a dynamically typed language, Python code can sometimes lead to runtime errors that would be caught at compile-time in statically typed languages.
  • Dependency Management
    Managing dependencies in Python projects can sometimes be complex and cumbersome, especially when dealing with conflicting versions of libraries.

Groovy videos

Groovy 3 Quick Review - the most anticipated Groovy version is finally here!

More videos:

  • Review - SandMonster By Nick Johnston - Groovy GV40NEQ Acoustic Guitar - Dekwarn
  • Review - Review #600 Groovy Juice Hazy IPA ~ Fat Head’s Brewery

Python videos

Creator of Python Programming Language, Guido van Rossum | Oxford Union

Category Popularity

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Audio & Music
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User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Groovy and Python

Groovy Reviews

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Python Reviews

Pine Script Alternatives: A Comprehensive Guide to Trading Indicator Languages
Technical analysis in trading has come a long way, with various programming languages emerging to support traders in developing custom indicators. While Pine Script has been a popular choice for many, alternatives like Indie, ThinkScript, NinjaScript, MetaQuotes Language (MQL), and even general-purpose languages like Python and C++ are gaining traction. Let’s explore these...
Source: medium.com
Top 5 Most Liked and Hated Programming Languages of 2022
No wonder Python is one of the easiest programming languages to work upon. This general-purpose programming language finds immense usage in the field of web development, machine learning applications, as well as cutting-edge technology in the software industry. The fact that Python is used by major tech giants such as Amazon, Facebook, Google, etc. is good enough proof as to...
Top 10 Rust Alternatives
This programming langue is typed statically and operates on a complied system. It works based on several computing languages Python, Ada, and Modula.
15 data science tools to consider using in 2021
Python is the most widely used programming language for data science and machine learning and one of the most popular languages overall. The Python open source project's website describes it as "an interpreted, object-oriented, high-level programming language with dynamic semantics," as well as built-in data structures and dynamic typing and binding capabilities. The site...
The 10 Best Programming Languages to Learn Today
Python's variety of applications make it a powerful and versatile language for different use cases. Python-based web development frameworks like Django and Flask are gaining popularity fast. It's also equipped with quality machine learning and data analysis tools like Scikit-learn and Pandas.
Source: ict.gov.ge

Social recommendations and mentions

Based on our record, Python seems to be a lot more popular than Groovy. While we know about 288 links to Python, we've tracked only 16 mentions of Groovy. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Groovy mentions (16)

  • Tuning OutOfMemoryError: Metaspace Size Problems
    Dynamic class loading, typically when using either Java Reflection or Groovy Scripting;. - Source: dev.to / 18 days ago
  • Groovy 🎷 Cheat Sheet - 01 Say "Hello" from Groovy
    This time, I visited Groovy. Given my biased first impression about Java and the JVM, I wasn't too exited! But I couldn't have been more wrong! 😁. - Source: dev.to / about 1 year ago
  • Android Studio on Devuan 4: Install
    The default programming language is Kotlin instead of Java. Also, Build configuration language is nowadays Kotlin DSL (build.gradle.kts) instead of Groovy DSL (build.gradle), the past default. - Source: dev.to / almost 2 years ago
  • Rust For JavaScript Developers Ltd. Received a Cease and Desist From Oracle Due to JavaScript Trademark
    There are languages that are more like "script versions of java", lately including java itself - you can run simple .java stuff directly with a shebang line now - but things like Beanshell of yore and Groovy are far more java-like than javascript. Source: almost 2 years ago
  • How can I build a FL stack using Apache Groovy and Apache Wayang?
    Install Groovy: To use Groovy, you'll need to first install it. You can find the installation instructions on the Groovy website (https://groovy-lang.org/). Source: over 2 years ago
View more

Python mentions (288)

  • A Beginner's Guide to Auto-Instrumenting a Flask App with OpenTelemetry and SigNoz
    If Python is not installed, download it from python.org or use your system's package manager (e.g., sudo apt install python3 on Ubuntu). - Source: dev.to / about 1 month ago
  • Scraping Infinite Scroll Pages with a 'Load More' Button: A Step-by-Step Guide
    Python Installed: Download and install the latest Python version from python.org, including pip during setup. - Source: dev.to / 4 months ago
  • Get Started with Python
    First, you'll need to install Python if you don't have it already. Go to the official Python website python.org, download the latest version, and follow the instructions. - Source: dev.to / 5 months ago
  • Unlocking DuckDB from Anywhere - A Guide to Remote Access with Apache Arrow and Flight RPC (gRPC)
    Python: We’ll use Python for it’s simplicity and accessibility. - Source: dev.to / 5 months ago
  • Python Packaging is Great Now: `uv` is all you need
    Bootstrapping was an often neglected problem. Should we tell people to install Python from https://python.org? The Anaconda distribution? How do we stop folks from using their system package manager and risk breaking everything? - Source: dev.to / 9 months ago
View more

What are some alternatives?

When comparing Groovy and Python, you can also consider the following products

24/7 Discord Bot - 24/7 is a discord bot that lets you play songs on-demand or listen to a radio station all day long without ever having to stop.

JavaScript - Lightweight, interpreted, object-oriented language with first-class functions

BMO - BMO is a music Discord bot that offers a wide range of high-quality music, games, memes, and other entertainment.

Rust - A safe, concurrent, practical language

Fredboat - FredBoat is one of the best online music bots for Discord.

Java - A concurrent, class-based, object-oriented, language specifically designed to have as few implementation dependencies as possible