Python is one of the best future-oriented programming languages. All thanks to the flexibility and large developer community. Python allows you to solve complex problems in fewer lines of code. Whether you want a career in Artificial Intelligence, Machine Learning or Data Science, you will always see that python developers are preferred over others. However, all of this is almost impossible due to the lack of an integrated Development Environment or IDE. If you are from a programming background, you surely know how important it is to choose the right IDE. It not only allows you to write code faster but also helps in debugging. This time Teknologi.id will share some of the best IDEs for Python developers that you can use to make your work simpler and easier.
Jupyter is an open source IDE that comes with many powerful features. This is actually a web based application that supports more than 40 programming languages. Jupyter allows you to add HTML components from images to video. if you want a career in the field of data science, Jupyter can help a lot. You can do data cleaning, data transformation, numerical simulation, statistical modeling, data visualization, many other functions with Jupyter. You can even use the Jupyter IDE to create and share documents with direct code, equations, text, and visuals. Although the installation is a little complicated, it provides interactive output and makes the entire development smoother.
PyCharm is one of the best open source IDEs for the Python language. If you are an individual developer or a beginner, this IDE is perfect for you. It comes in several licensing options from open source to the paid version. You can choose any license as needed. PyCharm is a package of IDE features that support the Python language from every aspect. It comes with features such as high-quality code completion, sophisticated debugger, code inspection, etc. PyCharm also supports web programming and code written in SQL and other database related languages. PyCharm even allows you to expand its functions using external plugins. If you are working on a large project or just want to stay safe, you can use the Version Control System Integration at any time.
If you are looking for a lightweight and intuitive IDE for python development, Rodeo IDE is very good for you. This is an open source IDE that allows you to customize it in various ways. It has an intuitive visual file navigator that allows developers to easily find whatever they are looking for. Speaking of features, it includes syntax highlighting, autocomplete and iPython support. Rodeo was found to be very useful in machine learning or data science projects. Rodeo has a special section for tutorials that beginners can use to get started in Python.
Also read: 4 of the Best Python Programming Tools for Data Science
Visual Studio Code, an excellent text editor has some great features. If you are working on a small project, you might consider using it. With a good user interface, Visual Studio is equipped with several useful features such as syntax highlighting and autocomplete functions. This is supported by Intellisense technology which makes code completion very fast. Even though the company claims it is lightweight and super fast, it has a longer launch time than others. Visual Studio is equipped with an integrated built-in terminal but because it doesn’t have many useful features, we won’t recommend you to use it for your main projects.
Spyder is also a good IDE for python developers. It comes with a development environment that is easy to use and intuitive. It offers all important tools such as advanced editing, code analysis, automatic code completion, debugging functions and profile creation. You can even expand its features even further through the plugin and API system. If you are a fan of data, Spyder brings some great features to you. This can be used for data exploration, interactive execution, in-depth inspection, and beautiful package visualization.
These are some of the best open source IDEs for python developers. Hope you find the optimal IDE for your project. If you know the needs of the project and consider your experience, choosing the right IDE is not difficult. Hopefully this article can be useful. (DWK)