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  4. Go vs JavaScript vs Python

Go vs JavaScript vs Python

OverviewDecisionsComparisonAlternatives

Overview

Python
Python
Stacks250.8K
Followers205.3K
Votes6.9K
GitHub Stars69.7K
Forks33.3K
Golang
Golang
Stacks22.6K
Followers13.9K
Votes3.3K
GitHub Stars130.7K
Forks18.4K
JavaScript
JavaScript
Stacks372.5K
Followers284.0K
Votes8.1K

Go vs JavaScript vs Python: What are the differences?

Differences Between Go, JavaScript, and Python

Go, JavaScript, and Python are all popular programming languages used for web development and other applications. However, they have key differences that set them apart from each other.

  1. Syntax and Structure: Python and JavaScript are both dynamically typed languages, while Go is statically typed. This means that in Python and JavaScript, variables can hold values of any data type, whereas in Go, variables must be explicitly declared with their data types. Additionally, Python and Go use indentation for code blocks, while JavaScript uses curly braces.

  2. Concurrency and Parallelism: Go has built-in support for concurrency and parallelism through goroutines and channels, which allow for efficient execution of multiple tasks simultaneously. JavaScript, on the other hand, is single-threaded and relies on callback functions and promises for asynchronous programming. Python supports concurrency through libraries like asyncio, but it lacks native support for parallelism.

  3. Performance and Execution Speed: Go is known for its excellent performance and fast execution speed. It achieves this through a compiled language design and its garbage collector. JavaScript, being an interpreted language, may have slower execution speeds, although modern JavaScript engines have significantly improved performance. Python's execution speed is generally slower compared to Go and JavaScript, but it offers high-level abstractions and readability, making it more suitable for rapid development and prototyping.

  4. Type System: Go has a strong, static type system that ensures type safety and catches errors during compilation. JavaScript, on the other hand, has a weak, dynamic type system that allows for more flexibility but may lead to errors during runtime. Python has a flexible, dynamic type system similar to JavaScript, but it offers optional type-hinting with recent versions to improve code quality and readability.

  5. Concurrency Errors: Go has a unique feature called "goroutine" that simplifies concurrent programming, while also preventing common concurrency errors like races and deadlocks. JavaScript, being single-threaded, doesn't have the same issues but can still face problems with callback hell and the handling of asynchronous tasks. Python provides features like locks and semaphores to handle concurrency, but it requires careful programming to avoid common concurrency pitfalls.

  6. Ecosystem and Libraries: JavaScript has a vast ecosystem with numerous libraries and frameworks, making it a versatile language for both front-end and back-end development. Python has a large collection of libraries and frameworks as well, including popular ones like Django and Flask, making it a solid choice for web development. Go, although relatively new, has been gaining popularity in recent years and has a growing ecosystem of robust libraries and frameworks, particularly for building scalable and efficient server applications.

In summary, Go is a statically typed language known for its exceptional performance and built-in support for concurrency. JavaScript is a versatile language with a vast ecosystem, suitable for both front-end and back-end development. Python, on the other hand, offers a flexible and readable syntax, making it ideal for rapid development and prototyping. Each language has its own strengths and use cases, so the choice depends on the specific requirements of the project.

Advice on Python, Golang, JavaScript

Ido
Ido

Mar 6, 2020

Decided

When developing a new blockchain, we as a team chose Go lang over Java and other candidates, due to Go being (a) natively suited to concurrency - there are primitives in the language itself (goroutines, channels) that really help with reasoning about concurrency (b) super fast - build time, running, testing are all much faster that Java, this gives a far superior developer experience (c) shorter and stricter than Java - code is much shorter (less verbose), and there is usually one good way to do things, and even the code formatter that is bundled with Go is very opinionated - over a short time this makes reading other people's code far smoother than having to deal with different styles.

You should be aware that Go presently (v1.13) lacks Generics.

267k views267k
Comments
Brent
Brent

CEO at DEFY Labs

Mar 7, 2020

Decided

Node.js has been growing in popularity, and the ability to access the global pool of Javascript developers is great. There is a decreased amount of effort for people to work across the frontend and backend, and the language itself is easy and works well for many common use cases.

Go was the other serious candidate, but it just hasn't been implemented in as many Production systems yet, and the best Go engineers I've known have been hackers, whereas we're building a robust analytics platform that requires more caution. Type safety is easily added with TypeScript, and NPM is awesomely handy.

369k views369k
Comments
Aleksandr
Aleksandr

Contract Software Engineer - Microsoft at Microsoft-365

Dec 23, 2019

Review
How to make your JS code faster just adding some parenthesis?

Optimize-js I will not describe this tool a lot here, because it's already good done by author on github

I just want to mention that this tool wrap up all immediately-invoked functions or likely-to-be-invoked functions in parentheses what is do a great optimization a JavaScript file for faster initial execution and parsing (based on my experience).

The performance of application where I've introduced optimize-js improved on 20% in a common (tested in Chrome and IE11).

Why it happens?
  • Clarification on Readme to the optimize-js
  • Some of Nolan thoughts on the virtues of compile-time optimizations can be found in "Parens and Performance" – counterpost

Is it maintaining now? - Unfortunately, no (but feel free to send PR)

223k views223k
Comments

Detailed Comparison

Python
Python
Golang
Golang
JavaScript
JavaScript

Python is a general purpose programming language created by Guido Van Rossum. Python is most praised for its elegant syntax and readable code, if you are just beginning your programming career python suits you best.

Go is expressive, concise, clean, and efficient. Its concurrency mechanisms make it easy to write programs that get the most out of multicore and networked machines, while its novel type system enables flexible and modular program construction. Go compiles quickly to machine code yet has the convenience of garbage collection and the power of run-time reflection. It's a fast, statically typed, compiled language that feels like a dynamically typed, interpreted language.

JavaScript is most known as the scripting language for Web pages, but used in many non-browser environments as well such as node.js or Apache CouchDB. It is a prototype-based, multi-paradigm scripting language that is dynamic,and supports object-oriented, imperative, and functional programming styles.

Statistics
GitHub Stars
69.7K
GitHub Stars
130.7K
GitHub Stars
-
GitHub Forks
33.3K
GitHub Forks
18.4K
GitHub Forks
-
Stacks
250.8K
Stacks
22.6K
Stacks
372.5K
Followers
205.3K
Followers
13.9K
Followers
284.0K
Votes
6.9K
Votes
3.3K
Votes
8.1K
Pros & Cons
Pros
  • 1184
    Great libraries
  • 965
    Readable code
  • 848
    Beautiful code
  • 789
    Rapid development
  • 692
    Large community
Cons
  • 53
    Still divided between python 2 and python 3
  • 28
    Performance impact
  • 26
    Poor syntax for anonymous functions
  • 22
    GIL
  • 19
    Package management is a mess
Pros
  • 557
    High-performance
  • 398
    Simple, minimal syntax
  • 365
    Fun to write
  • 304
    Easy concurrency support via goroutines
  • 273
    Fast compilation times
Cons
  • 42
    You waste time in plumbing code catching errors
  • 25
    Verbose
  • 23
    Packages and their path dependencies are braindead
  • 16
    Google's documentations aren't beginer friendly
  • 15
    Dependency management when working on multiple projects
Pros
  • 1670
    Can be used on frontend/backend
  • 1497
    It's everywhere
  • 1163
    Lots of great frameworks
  • 899
    Fast
  • 746
    Light weight
Cons
  • 22
    A constant moving target, too much churn
  • 20
    Horribly inconsistent
  • 15
    Javascript is the New PHP
  • 9
    No ability to monitor memory utilitization
  • 8
    Shows Zero output in case of ANY error
Integrations
Django
Django
Revel
Revel
Martini
Martini
No integrations available

What are some alternatives to Python, Golang, JavaScript?

PHP

PHP

Fast, flexible and pragmatic, PHP powers everything from your blog to the most popular websites in the world.

Ruby

Ruby

Ruby is a language of careful balance. Its creator, Yukihiro “Matz” Matsumoto, blended parts of his favorite languages (Perl, Smalltalk, Eiffel, Ada, and Lisp) to form a new language that balanced functional programming with imperative programming.

Java

Java

Java is a programming language and computing platform first released by Sun Microsystems in 1995. There are lots of applications and websites that will not work unless you have Java installed, and more are created every day. Java is fast, secure, and reliable. From laptops to datacenters, game consoles to scientific supercomputers, cell phones to the Internet, Java is everywhere!

HTML5

HTML5

HTML5 is a core technology markup language of the Internet used for structuring and presenting content for the World Wide Web. As of October 2014 this is the final and complete fifth revision of the HTML standard of the World Wide Web Consortium (W3C). The previous version, HTML 4, was standardised in 1997.

C#

C#

C# (pronounced "See Sharp") is a simple, modern, object-oriented, and type-safe programming language. C# has its roots in the C family of languages and will be immediately familiar to C, C++, Java, and JavaScript programmers.

Scala

Scala

Scala is an acronym for “Scalable Language”. This means that Scala grows with you. You can play with it by typing one-line expressions and observing the results. But you can also rely on it for large mission critical systems, as many companies, including Twitter, LinkedIn, or Intel do. To some, Scala feels like a scripting language. Its syntax is concise and low ceremony; its types get out of the way because the compiler can infer them.

Elixir

Elixir

Elixir leverages the Erlang VM, known for running low-latency, distributed and fault-tolerant systems, while also being successfully used in web development and the embedded software domain.

Swift

Swift

Writing code is interactive and fun, the syntax is concise yet expressive, and apps run lightning-fast. Swift is ready for your next iOS and OS X project — or for addition into your current app — because Swift code works side-by-side with Objective-C.

Rust

Rust

Rust is a systems programming language that combines strong compile-time correctness guarantees with fast performance. It improves upon the ideas of other systems languages like C++ by providing guaranteed memory safety (no crashes, no data races) and complete control over the lifecycle of memory.

Clojure

Clojure

Clojure is designed to be a general-purpose language, combining the approachability and interactive development of a scripting language with an efficient and robust infrastructure for multithreaded programming. Clojure is a compiled language - it compiles directly to JVM bytecode, yet remains completely dynamic. Clojure is a dialect of Lisp, and shares with Lisp the code-as-data philosophy and a powerful macro system.

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