知行编程网知行编程网  2022-07-25 05:00 知行编程网 隐藏边栏 |   抢沙发  2 
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本文介绍了多个 Python IDE,并评价其优缺点
读者可以参考此文列举的 Python IDE 列表,选择适合自己的编辑器

写 Python 代码最好的方式莫过于使用集成开发环境(IDE)了。它们不仅能使你的工作更加简单、更具逻辑性,还能够提升编程体验和效率。

每个人都知道这一点。而问题在于,如何从众多选项中选择最好的 Python 开发环境。初级开发者往往面临这个问题。

本文将概述最受程序员欢迎的 Python IDE,以及其他值得考虑的选项。在此之前,我们先来看看 IDE 是什么。

Python IDE 详细攻略,拿去吧你~

什么是 IDE?IDE 有什么用?

IDE 是开发者创建程序时使用的软件包。它通过简单的用户界面集成多个高度关联的组件,从而最大化程序员的生产效率。本质上,IDE 是一种改进代码创建、测试和 debug 流程的工具,它使这些工作更加简单。

IDE 使用的工具包括:

  • 文本编辑器

  • 编译器和/或解释器

  • 装配自动化工具(assembly automation tool)

  • 调试器(debugger)

有一个与 IDE 相似的术语——代码编辑器(code editor)。我们先来探讨二者的异同。

什么是代码编辑器?

代码编辑器是一个能够突出显示语法和安排代码版式的文本编辑器。高级代码编辑器可以开发和修改代码。

Python IDE 详细攻略,拿去吧你~

IDE 和代码编辑器的显著特征

IDE 和代码编辑器有哪些共同优点?它们均可帮助开发者:

  • 存储和重新打开脚本

  • 运行代码

  • debug

  • 突出显示语法

最受 Python 开发者欢迎的 IDE

# PyCharm

下载地址:https://www.jetbrains.com/pycharm/download/

Python IDE 详细攻略,拿去吧你~

PyCharm 由著名软件开发公司 JetBrains 开发。在涉及人工智能和机器学习时,它被认为是最好的 Python IDE。最重要的是,Pycharm 合并了多个库(如 Matplotlib 和 NumPy),帮助开发者探索更多可用选项。

兼容性:Windows、MacOS、Linux

主要插件和功能:

  • 内置开发者工具

  • 远程开发能力

  • 实时编辑模式

  • IPython Notebook

优点:

  • PyCharm 支持 web 开发框架,如 Pyramid、Flask 和 Django。

  • 提供智能代码功能,可以执行更精确、快速的 bug 修复。

  • 在 Docker 和 Vagrant 连接和 ssh 终端的帮助下,允许在远程主机上进行程序开发。

缺点:

  • 界面庞杂

  • 其优点的成本高昂

# Visual Studio Code

下载地址:https://code.visualstudio.com/Download

Python IDE 详细攻略,拿去吧你~

Visual Studio Code 有时会与 Visual Studio IDE 混淆,后者并非 Python 使用者常用的工具。VS Code 是完整的代码编辑器,具备很多优秀功能,许多程序员称其为最好的 IDE 编辑器。

兼容性:Windows、Linux、Mac OS

主要插件和功能:

  • 内置 git

  • 自定义工具扩展插件

  • 断点调试

  • 交互式控制台

优点:

  • 其 Electron 框架允许开发者在几乎所有平台上使用 VS Code。

  • 在编辑器中直接 debug。

  • 支持多个键盘快捷键,以加速编程。

缺点:

  • debug 功能有限。

  • 没有内置模板。

# Sublime Text

下载地址:https://www.sublimetext.com/

Python IDE 详细攻略,拿去吧你~

Sublime Text 被认为是最好的 Python 编辑器,因为它简单、通用、方便。它使用广泛,可用于不同的平台。

兼容性:Windows、Linux、Mac OS

主要插件和功能:

  • 简易导航,实现高性能

  • 支持不同包,以自定义编辑器

  • 只需一个关键词,即可复制常见代码段

  • 即时项目切换和分割编辑

优点:

  • 可处理多种标记语言。

  • 允许用户选择想要进行的项目。

  • 具备能够提供类和函数宽索引的重要工具。

  • 提供强大的 API 和组织化的生态系统,以实现高性能。

缺点:

  • 对于新手来说,过于高级。

  • 其 git 插件不是特别强大。

# VI/Vim

下载地址:https://www.vim.org/

Python IDE 详细攻略,拿去吧你~

Vim 位列最好的 Python IDE 工具前 5 名。它是一个 modal editor,可以从「文件编辑」中分割文件。相比最初的 Vi,Vim 有了巨大进步,功能更加强大。

兼容性:Windows、Linux、Mac OS、IOS、Android、UNIX、AmigaOS、MorphOS

主要插件和功能:

  • 其脚本允许用 Python 执行几乎所有编程任务。

  • Ctags,帮助实现更好的标记导航。

  • 内置基础词汇补全。

优点:

  • 具备键盘界面,可以提升效率。

  • 支持多个插件(如版本控制工具、文件管理工具)。

  • 通过 .vimrc 文件实现不同扩展功能(如突出显示搜索结果)。

缺点:

  • 界面笨拙,一些开发者认为其不方便使用。

  • 其 modal editor 需要用户花费一定时间学习。

# GNU Emacs

下载地址:https://www.gnu.org/software/emacs/emacs.html

Python IDE 详细攻略,拿去吧你~

GNU Emacs 也是最好 Python 编辑器的有力竞争者。它常被描述为可扩展、自文档化、实时显示。尽管它在业界并非最新,但它经常升级来满足开发者的需求。

兼容性:Windows、Linux、Mac OS、IOS、Android、UNIX、AmigaOS、MorphOS

主要插件和功能:

  • 使用 Lisp 编程语言

  • 语法着色

  • 支持 Unicode

优点:

  • Lisp 作为第二语言,可以帮助程序员更好地编程。

  • Emacs 可与多个不同平台兼容。

  • 提供大量自定义脚本供开发者使用。

缺点:

  • 用户可能需要多花一点时间,来学习该编辑器的复杂自定义过程。

  • 使用上比其他一些 IDE 要复杂一些。

# IDLE

下载地址:https://docs.python.org/3/library/idle.html

Python IDE 详细攻略,拿去吧你~

IDLE 代码编辑器深受学生欢迎,它是 Python 自带编辑器。该编辑器使用简单、通用,且支持不同设备。在使用更复杂工具之前,开发者可以通过 IDLE 学习基础知识。

兼容性:Windows、Linux、Mac OS

主要插件和功能:

  • tkinter GUI 工具包

  • 多窗口界面

  • 具备对话框、浏览器等配置

优点:

  • 允许用户突出显示错误、自动编码,并进行准确识别。

  • 具备轻量级 Python shell。

  • 其内置修正功能可以提升性能。

  • 允许用户在编辑器中搜索和替换文件。

缺点:

  • 不支持复制到库。

  • 脚本不能超过 100 行代码。

对于机器学习、人工智能和大数据,最好的 Python 兼容 IDE

Python 是机器学习、人工智能、大数据等领域中的首选语言之一。这部分将介绍适合这些领域 Python 开发的 IDE。

# Atom

下载地址:https://atom.io/

Python IDE 详细攻略,拿去吧你~

Atom 是一个开源编辑器,可与几乎所有编程语言兼容,如 PHP、Java。它定期更新、可信赖,且具备通用性。Github 为 Atom 开发了强大的功能,以提供良好的编程体验,包括多个插件,如 SQL queries 包、Markdown Preview Plus 包,以及编辑、可视化和渲染 LaTeX 公式的包。

# Spyder

下载地址:https://www.spyder-ide.org/

Python IDE 详细攻略,拿去吧你~

Spyder 是为数据科学而开发的。它是开源工具,能够与大量平台兼容,因而成为 IDE 新手用户的更好选择。为实现完美开发,它合并了多个关键库,如 NumPy、Matplotlib 和 SciPy。

# JuPyter/IPython Notebook

下载地址:https://jupyter.org/

Python IDE 详细攻略,拿去吧你~

Jupyter 是基于 web 的编辑器,它允许开发者构建和运行脚本或 notebook。它相对简单,对用户也更加友好。Jupyter 还使用 Seaborn 和 Matplotlib 执行数据可视化。

其他 Python 开发 IDE

这部分将介绍一些不那么有名和流行但同样值得一看的 IDE。

# Eclipse + PyDev

下载地址:

https://www.eclipse.org/

https://www.pydev.org/

Python IDE 详细攻略,拿去吧你~

Eclipse 是一个开源编辑器,也是 Windows 系统首选 Python IDE 之一。其扩展项和插件非常昂贵,足以构建你想构建的一切。Eclipse 辅以 PyDev 扩展项,可实现智能 debug,并改善代码质量。

# Eric Python

下载地址:https://eric-ide.python-projects.org/

Python IDE 详细攻略,拿去吧你~

Eric 是另一个不那么流行的 Python IDE,但它功能强大且高效。不管是商业用途还是私人用途,Eric 都能提供合适的功能。它可在所有平台上运行。

# Wing

下载地址:https://wingware.com/

Python IDE 详细攻略,拿去吧你~

Wing 是著名的 Python IDE,可实现智能编程。其编辑器简单易用,debugger 强大,支持远程编程、错误检查等功能,值得一试。

# PyScripter

下载地址:https://sourceforge.net/projects/pyscripter/files/latest/download

Python IDE 详细攻略,拿去吧你~

PyScripter 以其卓越功能打败了适用于 Windows 系统的其他 Python IDE。它也是 Mac 系统中好用的 Python IDE,其商业版本支持大部分编程语言。PyScripter 具备丰富的功能集,但也很轻量。

# Pyzo

下载地址:https://pyzo.org/start.html

Python IDE 详细攻略,拿去吧你~

Pyzo 是一个免费开源编程工具,可与任意 Python 解释器一起使用,甚至是 Conda 环境。其最突出的两个特点是简洁性和交互性。简单易用,非常适合新手。

# Thonny

下载地址:https://thonny.org/

Python IDE 详细攻略,拿去吧你~

Thonny 由塔尔图大学开发,适合新手程序员。其界面没有任何复杂或多余功能,很容易上手。另一个适合新手的地方是,你可以看到 Python 在每一步中对你的表达式的评估。

# 结论

本文概述了大量优秀的 Python IDE 和其他工具。决定使用哪一种工具取决于工具的便利性和对工具的熟练程度。当然,也有大家都喜欢的工具(如 PyCharm),但是你可以多尝试几种工具,看看哪种最适合你

一些 IDE 适合新手,另一些则更加专业,每一个 IDE 都具备独特的功能和设计

本文仅提供一些选项,读者可以从中选择适合自己的 Python IDE


原文链接:https://djangostars.com/blog/python-ide/



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break-word !important;"><section data-id="94086" data-color="#276ca3" data-tools="135编辑器" mpa-from-tpl="t" style="max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section style="max-width: 100%;box-sizing: border-box !important;overflow-wrap: break-word !important;"><section mpa-from-tpl="t" style="max-width: 100%;display: inline-block;box-sizing: border-box !important;overflow-wrap: break-word !important;"><pre style="max-width: 100%;letter-spacing: 0.544px;line-height: inherit;box-sizing: border-box !important;overflow-wrap: break-word !important;"><pre data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-style="letter-spacing: 0.544px; background-color: rgb(255, 255, 255); text-align: center; color: rgba(230, 230, 230, 0.9); font-size: 16px; line-height: 25.6px; overflow-wrap: break-word !important;" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" 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letter-spacing: 1.5px; background-image: url('https://www.zkxjob.com/wp-content/uploads/2022/07/wxsync-2022-07-a2a8a5e1e58f30392066a170034ee027.png'); background-size: 100% 100%; background-repeat: no-repeat; overflow-wrap: break-word !important;" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(230, 230, 230)" data-darkmode-original-color-15870356070738="rgb(0, 0, 0)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(230, 230, 230)" data-darkmode-original-color-15870356071023="rgb(0, 0, 0)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(230, 230, 230)" 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data-darkmode-color-15860613985508="rgb(230, 230, 230)" data-darkmode-original-color-15860613985508="rgb(0, 0, 0)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(230, 230, 230)" data-darkmode-original-color-15870356070738="rgb(0, 0, 0)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(230, 230, 230)" data-darkmode-original-color-15870356071023="rgb(0, 0, 0)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(230, 230, 230)" data-darkmode-original-color-15882384789136="rgb(0, 0, 0)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(230, 230, 230)" data-darkmode-original-color-15882396318564="rgb(0, 0, 0)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(230, 230, 230)" data-darkmode-original-color-15900529136199="rgb(0, 0, 0)" data-darkmode-bgimage-15900529136199="1" style="margin-left: 2px;max-width: 100%;width: 20px;box-sizing: border-box !important;overflow-wrap: break-word !important;"></section><section data-brushtype="text" data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(51, 51, 51)" data-darkmode-original-color-15860613985508="rgb(51, 51, 51)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(51, 51, 51)" data-darkmode-original-color-15870356070738="rgb(51, 51, 51)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(51, 51, 51)" data-darkmode-original-color-15870356071023="rgb(51, 51, 51)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(51, 51, 51)" data-darkmode-original-color-15882384789136="rgb(51, 51, 51)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(51, 51, 51)" data-darkmode-original-color-15882396318564="rgb(51, 51, 51)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(51, 51, 51)" data-darkmode-original-color-15900529136199="rgb(51, 51, 51)" data-darkmode-bgimage-15900529136199="1" style="max-width: 100%;font-size: 14px;color: rgb(51, 51, 51);text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;font-family: 楷体, 楷体_GB2312, SimKai;white-space: pre-wrap;font-size: 12px;box-sizing: border-box !important;overflow-wrap: break-word !important;">点阅读原文,领AI全套资料!</span></section></section></section></section></section></section></section>

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