IntelliJ IDEA vs. Spyder

For a modern software project, where you want to store everything as code, from the backend to the frontend, to the DB patch scripts, to the documents, API specs, diagrams, infrastructure-as-code, etc. IntelliJ is basically your one-stop. In the same IDE, you can write code, write a spec, draw diagrams, make changes to patch scripts, infrastructure definition.

Incentivized

Spyder is an open-source Python IDE designed for the movement of data science work. Spyder comes with an Anaconda package manager distribution, so depending on your setup you may have installed it on your machine.

Spyder includes most of the "standard IDE" features you can expect, such as a strong syntax code editor, Python code rendering, and an integrated text browser.

Spyder is used when we want to develop a code that is useful and able to explore proper documentation of the code that has been written. We use Spyder to perform data-related operations like filtration, cleaning, and enhancing the data qualities. There some cases where it is less appropriate like working in an environment, creating dashboards of data visualizations and plots.

• Unit testing: Fully integrated into IntelliJ IDEA. Your unit tests will run smoothly and efficiently, with excellent debugging tools for when things get tricky.
• Spring integration: Our Spring project using Maven works flawlessly in IntelliJ IDEA. I know firsthand that Apache is also easily and readily supported too. The integration is seamless and very easy to set up using IntelliJ IDEA's set up wizard when importing new projects.
• Customization: IntelliJ IDEA comes out of the box with a bunch of handy shortcuts, as well as text prediction, syntax error detection, and other tools to help keep your code clean. But even better is that it allows for total customization of shortcuts you can easily create to suit your needs.

Incentivized

• Debugging of your existing code
• Generates figures very quickly as part of a figures tab which lets users understand results quickly
• Different layouts are available for the software which will give the users freedom to decide what layout works best for them

Incentivized

• IntelliJ IDEA wins as long as the language is Java. Outside that , e.g., in other languages, it is not so advanced.
• It is licensed, with a steep licensing cost. All features are not included in the free edition.
• It is not as light as Eclipse, so in a weak system, it can be a pain.

Incentivized

• Colors in code format
• Add a broadcast to share the project with friends
• Contains more than one important language such as Python

VS Code is maturing and has a Scala plugin now. The overall experience with VS Code - for web development at least - is very snappy/fast. IntelliJ feels a bit sluggish in comparison. If that Scala plugin for VS Code is deemed mature enough - we may not bother renewing and resort to the Community Edition if we need it.

Incentivized

The user interface for IntelliJ Idea is phenomenal. It's got the usual JetBrains interface but it works well to support all Java processes. All in all, it is a solid product and to be expected from JetBrains who creates this integrated development environment software. It allows me to test in the IDE and run other manual workflows automatically such as install packages.

Incentivized

Customer support is really good in the case of IntelliJ. If you are paying for this product then, the company makes sure that you will get all the services adequately. Regular update patches are provided to improve the IDE. An online bug report makes it easier for the developers to find the solution as fast as possible. The large online community also helps to find the various solutions to the issues.

Incentivized

Most of data scientists or data engineers are either using ec2 on the cloud or Atom or PyCharm locally. It is a bit hard to find people who are still using Spyder and have the sight of the IDE and can help you to answer your question.

Incentivized

This installs just like any other application - its pretty straight forward. Perhaps licensing could be more challenging - but if you use the cloud licensing they offer its as simple as having engineers login to the application and it just works.

Incentivized

Microsoft Visual Studio Code (VS) requires a lot of textual configuration, where IntelliJ IDEA provides a graphical interface with configuration options displayed. This matters a lot to me as I don't want to hunt around the internet to remember how to set different parameters that I don't use very often. This may be the biggest reason I don't use VS. Eclipse was great for when I was in college, but the power offered by IDEA is so much better that I haven't actually looked back since.

Incentivized

I think Spyder doesn't stack up as well as other IDEs due to its many limitations. But it is available for free and that is one advantage it has over its competitors

Incentivized

• IntelliJ wasn't provided as complimentary, but the pricing was reasonable. We're healthcare organization of which our applications used to be mission critical and affect to patient safety, we were willing to pay the price.
• With the pricing, business support was good and well conducted during the project.
• Overall it was cost-effective as it saved our developers' time in general. (We don't have quantitative measure but we got feedback from them)

Incentivized

• Easy to use.
• Quick switch from R.
• Hard to manage env.

Incentivized