IDE stands for Integrated Development Environment. It’s a coding tool which allows you to write, test and debug your
code in an easier way, as they typically offer code completion or code
insight by highlighting, resource management, debugging tools,… And even
though the IDE is a strictly defined concept, it’s starting to be
redefined as other tools such as notebooks start gaining more and more
features that traditionally belong to IDEs. For example, debugging your
code is also possible in Jupyter Notebook.
You can probably most clearly see this evolution in the results of the Stack Overflow Developer Survey below, which also includes these new tools, next to the traditional IDEs that you might already know; They all fall under the section “development environment”.
Because of all the features that IDEs have to offer, they are extremely useful for development: they make your coding more comfortable and this is no different for data science. However, given the fact that there aren’t only the traditional IDEs to consider, but also new tools, such as notebooks, you might be wondering which development environment to use when you’re just starting out with data science.
source : DataCamp
Top 5 best choice for python IDE are
You can probably most clearly see this evolution in the results of the Stack Overflow Developer Survey below, which also includes these new tools, next to the traditional IDEs that you might already know; They all fall under the section “development environment”.
Because of all the features that IDEs have to offer, they are extremely useful for development: they make your coding more comfortable and this is no different for data science. However, given the fact that there aren’t only the traditional IDEs to consider, but also new tools, such as notebooks, you might be wondering which development environment to use when you’re just starting out with data science.
source : DataCamp
Top 5 best choice for python IDE are
1 – Pycharm IDE
Pycharm
IDE Saves your time. It takes care of your routine. So you can Focus on
bigger things. You can Rely on it for intelligent code completion,
on-the-fly error checking and quick-fixes, easy project navigation, and
much more. PyCharm is designed by programmers, for programmers, to
provide all the tools we need for productive Python development.
Why The Best Python Ide
- You Get Thousands of plugins, integrated terminal & version control.
- Shows you PEP-8 recommendations as you code
- It supports tons of Python libraries.
- Easy Integration with virtualenv, Docker, and Vagrant. It also has integration with Git.
- Amazing Refactoring support.
2- Pydev IDE
PyDev
is a Python IDE for Eclipse, it’s open source IDE which may be used for
Python, Jython and IronPython development. It comes with many features
such as Django integration, Code completion with auto import, type
hinting, code analysis, go to definition, refactoring, debugger, remote
debugger, find referrers in the debugger, tokens, browser, interactive
console, unit test integration, code coverage and many others.
Why The Best Python Ide
- It can still fit in RAM of your older notebook
- You can install it as a plugin for Eclipse or by installing LiClipse an advanced Eclipse distribution.
- you will absolutely love the on-hover code pop-ups feature of pydev.
- Integration of pyunit, pep8, pylint, etc that help to improve the quality of your code.
- A very respectable IDE solution for python, especially if you are already accustomed to eclipse in java.
3 – Wing IDE
WingIDE
is a Python-only Wingware IDE. WingIde is suitable for professional
development, WingIDE offers features such as awesome code completion,
great debugger, and it can be also scripted and extended in Python.
Why The Best Python Ide
- Built in powerful debugger
- Intelligent editor work together to make interactive Python development fast.
- You can easily Find and fix bugs quickly
- Navigate code with ease
- You can Edit with your favorite key bindings & Customize your workspace.
4 – Eric Python IDE
Eric
is a full featured Python editor and IDE, written in Python. It is
based on the cross platform Qt GUI toolkit, integrating the highly
flexible Scintilla editor control. It is designed to be usable as
everyday’s’ quick and dirty editor as well as being usable as a
professional project management tool integrating many advanced features
Python offers the professional coder.
Why The Best Python Ide
- Brace matching, Error highlighting & Configurable syntax highlighting.
- Interactive Python shell including syntax highlighting and autocompletion.
- Integrated interface to the enchant spell checking library
- Integrated Python debugger including support to debug multi threaded and multiprocessing applications.
- Integrated profiling and code coverage support
5 – Vim IDE
Vim
is a highly configurable text editor built to make creating and
changing any kind of text very efficient. Vim is a superset of Vi – is
an extremely reliable and powerful text editor which is available for
various platforms.
Why The Best Python Ide
- Vim is a command line editor and hence can be used for remote development.
- Replacing all string occurrences in 100MB+ files is quick and easy.
- vim is keyboard based so it is easier to understand.
- Vimscript provides a rich scripting functionality to build upon the core of vim
You
should learn the basic 20 Vi commands. Before using Vim IDE. with a
hyper-big library of supported plugins, VIM becomes one of the deadliest
weapons in hands of skilled developer.
source - quora
conclusion
If
you need a full-fledged and cross-platform Python IDE, then you should
stick with PyCharm, WingIDE, or PyDev. Both PyCharm and WingIDE have
commercial licenses and have personal and or student licenses, as an
option, you can get free licenses for your classroom or in case you’re
an open source. PyDev(Eclipse) is free.
Your good knowledge and kindness in playing with all the pieces were very useful. I don’t know what I would have done if I had not encountered such a step like this.
ReplyDeleteSurya Informatics
I have used PyCharm and Spyder. Tried to compare these IDEs in my article, I hope it benefits your readers https://ssiddique.info/pycharm-vs-spyder-vs-jupyter.html
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