search
HomeBackend DevelopmentGolangWhat is the difference between python and go languages?

What is the difference between python and go languages?

Feb 04, 2021 pm 05:15 PM
gopythonthe difference

The difference between python and go languages: 1. python is a multi-paradigm based on object-oriented programming, and Go is a procedural programming language based on the concurrent programming paradigm; 2. python is a dynamically typed language, and Go is a statically typed language; 3. Python does not provide a built-in concurrency mechanism, while Go has a built-in concurrency mechanism.

What is the difference between python and go languages?

The operating environment of this article: windows10 system, Go 1.11.2&&python 3.7.4, thinkpad t480 computer.

Difference analysis:

Example

Python is a multi-paradigm, imperative and functional programming language based on object-oriented programming. It adheres to the idea that if a language behaves a certain way in certain contexts, it should ideally work similarly in all contexts. However, it is not a pure OOP language, and it does not support strong encapsulation, which is one of the main principles of OOP.

Go is a procedural programming language based on the concurrent programming paradigm, which has superficial similarities to C. In fact, Go is more like an updated version of C.

Typed

Python is a dynamically typed language, while Go is a statically typed language, which actually helps to catch errors at compile time, which can further reduce serious errors later in production .

Concurrency

Python does not provide a built-in concurrency mechanism, while Go has a built-in concurrency mechanism.

Safety

Python is a strongly typed language that is compiled, thus adding a layer of security. Go has a type assigned to every variable, therefore, it provides safety. However, if any errors occur, users need to run the entire code themselves.

Speed:

Go is much faster than Python.

Usage

Python is used more for web applications and it is ideal for solving data science problems. Go is more around systems programming, i.e. Go is more of a systems language.

Manage Memory

Go allows programmers to manage memory to a large extent. However, memory management in Python is fully automated and managed by the Python VM; it does not allow the programmer to be responsible for memory management.

Libraries

Compared with Go, the number of libraries provided by Python is much larger. However, Go is still new and hasn't made much progress yet.

Syntax

Python’s syntax uses indentation to indicate blocks of code. Go's syntax is based on opening and closing parentheses.

Verbosity

To obtain the same functionality, Golang code typically requires writing more characters than Python code.

Related recommendations: golang tutorial

The above is the detailed content of What is the difference between python and go languages?. For more information, please follow other related articles on the PHP Chinese website!

Statement
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn
Implementing Mutexes and Locks in Go for Thread SafetyImplementing Mutexes and Locks in Go for Thread SafetyMay 05, 2025 am 12:18 AM

In Go, using mutexes and locks is the key to ensuring thread safety. 1) Use sync.Mutex for mutually exclusive access, 2) Use sync.RWMutex for read and write operations, 3) Use atomic operations for performance optimization. Mastering these tools and their usage skills is essential to writing efficient and reliable concurrent programs.

Benchmarking and Profiling Concurrent Go CodeBenchmarking and Profiling Concurrent Go CodeMay 05, 2025 am 12:18 AM

How to optimize the performance of concurrent Go code? Use Go's built-in tools such as getest, gobench, and pprof for benchmarking and performance analysis. 1) Use the testing package to write benchmarks to evaluate the execution speed of concurrent functions. 2) Use the pprof tool to perform performance analysis and identify bottlenecks in the program. 3) Adjust the garbage collection settings to reduce its impact on performance. 4) Optimize channel operation and limit the number of goroutines to improve efficiency. Through continuous benchmarking and performance analysis, the performance of concurrent Go code can be effectively improved.

Error Handling in Concurrent Go Programs: Avoiding Common PitfallsError Handling in Concurrent Go Programs: Avoiding Common PitfallsMay 05, 2025 am 12:17 AM

The common pitfalls of error handling in concurrent Go programs include: 1. Ensure error propagation, 2. Processing timeout, 3. Aggregation errors, 4. Use context management, 5. Error wrapping, 6. Logging, 7. Testing. These strategies help to effectively handle errors in concurrent environments.

Implicit Interface Implementation in Go: The Power of Duck TypingImplicit Interface Implementation in Go: The Power of Duck TypingMay 05, 2025 am 12:14 AM

ImplicitinterfaceimplementationinGoembodiesducktypingbyallowingtypestosatisfyinterfaceswithoutexplicitdeclaration.1)Itpromotesflexibilityandmodularitybyfocusingonbehavior.2)Challengesincludeupdatingmethodsignaturesandtrackingimplementations.3)Toolsli

Go Error Handling: Best Practices and PatternsGo Error Handling: Best Practices and PatternsMay 04, 2025 am 12:19 AM

In Go programming, ways to effectively manage errors include: 1) using error values ​​instead of exceptions, 2) using error wrapping techniques, 3) defining custom error types, 4) reusing error values ​​for performance, 5) using panic and recovery with caution, 6) ensuring that error messages are clear and consistent, 7) recording error handling strategies, 8) treating errors as first-class citizens, 9) using error channels to handle asynchronous errors. These practices and patterns help write more robust, maintainable and efficient code.

How do you implement concurrency in Go?How do you implement concurrency in Go?May 04, 2025 am 12:13 AM

Implementing concurrency in Go can be achieved by using goroutines and channels. 1) Use goroutines to perform tasks in parallel, such as enjoying music and observing friends at the same time in the example. 2) Securely transfer data between goroutines through channels, such as producer and consumer models. 3) Avoid excessive use of goroutines and deadlocks, and design the system reasonably to optimize concurrent programs.

Building Concurrent Data Structures in GoBuilding Concurrent Data Structures in GoMay 04, 2025 am 12:09 AM

Gooffersmultipleapproachesforbuildingconcurrentdatastructures,includingmutexes,channels,andatomicoperations.1)Mutexesprovidesimplethreadsafetybutcancauseperformancebottlenecks.2)Channelsofferscalabilitybutmayblockiffullorempty.3)Atomicoperationsareef

Comparing Go's Error Handling to Other Programming LanguagesComparing Go's Error Handling to Other Programming LanguagesMay 04, 2025 am 12:09 AM

Go'serrorhandlingisexplicit,treatingerrorsasreturnedvaluesratherthanexceptions,unlikePythonandJava.1)Go'sapproachensureserrorawarenessbutcanleadtoverbosecode.2)PythonandJavauseexceptionsforcleanercodebutmaymisserrors.3)Go'smethodpromotesrobustnessand

See all articles

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

mPDF

mPDF

mPDF is a PHP library that can generate PDF files from UTF-8 encoded HTML. The original author, Ian Back, wrote mPDF to output PDF files "on the fly" from his website and handle different languages. It is slower than original scripts like HTML2FPDF and produces larger files when using Unicode fonts, but supports CSS styles etc. and has a lot of enhancements. Supports almost all languages, including RTL (Arabic and Hebrew) and CJK (Chinese, Japanese and Korean). Supports nested block-level elements (such as P, DIV),

Atom editor mac version download

Atom editor mac version download

The most popular open source editor

SecLists

SecLists

SecLists is the ultimate security tester's companion. It is a collection of various types of lists that are frequently used during security assessments, all in one place. SecLists helps make security testing more efficient and productive by conveniently providing all the lists a security tester might need. List types include usernames, passwords, URLs, fuzzing payloads, sensitive data patterns, web shells, and more. The tester can simply pull this repository onto a new test machine and he will have access to every type of list he needs.

SAP NetWeaver Server Adapter for Eclipse

SAP NetWeaver Server Adapter for Eclipse

Integrate Eclipse with SAP NetWeaver application server.

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use