Eclipse is a free and open source integrated development environment (IDE).
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Spyder
Score 8.2 out of 10
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Spyder is a free and open source scientific environment for Python. It combines advanced editing, analysis, debugging, and profiling, with data exploration, interactive execution, deep inspection, and visualization capabilities. Spyder is sponsored by open source supporters QuanSight, and NumFOCUS, as well as individual donors.
Eclipse is recommended for enabling the user community to be self-reliant in scenarios where the mode of operation demands agile, on the fly accurate reporting, such as during month ends for reconciliation purposes. The urgency and sensitivity of such situations result in a lot of stress with quick turnaround times but with the ability of Eclipse and Hana views, the reliance on IT could be minimized. Also, IT could leverage the power of Eclipse to develop Hana views without having to do the traditional route of ABAP developments. It might be less appropriate for situations where the agile and dynamic nature of the operations is not a necessity.
Spyder is well suited if you're limited on hardware. You have to work with single code file. You need to quickly write some code and test it. Apart from this if you want to have a look at your variables then you can make use of Spyder. If you're working with Anaconda navigator then this can be the best to start with as it can be installed with single click there.
It is very good at managing many files under edit. I like the ability to manage multiple projects and multiple files. It supports a wide variety of file formats with type-specific syntax formatting.
I like the integrated debugging facility. In particular, we used a remote file system debugger with Python in external VMs to great effect.
I like the ability to access multiple types of databases in the integrated development environment. It provides connectors for a wide variety of databases and supports most basic DB access methods.
GIT integration is very effective. You can easily manage repositories and connect them to projects, and the project integration into GIT is virtually seamless.
I love this product, what makes it one of the best tool out in the market is its ability to function with a wide range of languages. The online community support is superb, so you are never stuck on an issue. The customization is endless, you can keep adding plugins or jars for more functionalities as per your requirements. It's Free !!!
It has everything that the developer needs to do the job. Few things that I have used in my day-to-day development 1. Console output. 2. Software flash functionality supporting multiple JTAG vendors like J-LINK. 3. Debugging capabilities like having a breakpoint, looking at the assembly, looking at the memory etc. this also applies to Embedded boards. 4. Plug-in like CMake, Doxygen and PlantUML are available.
It is fairly straightforward to use. Pretty much good to go as soon as you install it. The IDE itself is very user friendly, and it is only limited by whatever limitations Python has as a language. Great for those who want to run their scripts quickly or do some Python programming without fussing.
I gave this rating because Eclipse is an open-source free IDE therefore no support system is available as far as I know. I have to go through other sources to solve my problem which is very tough and annoying. So if you are using Eclipse then you are on your own, as a student, it is not a big issue for me but for developers it is a need.
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.
As previously said, Eclipse is one of the most complete and useful tools for Java development. And as a plus, it's open-source and free, so you won't beat that price-quality relation. When starting with Java projects, you won't fail with Eclipse. But, if you are getting into other programming languages, or your projects are getting bigger and bigger, you might consider switching to another solution.
I have chosen Spyder because it's free and open-source that comes with properly documented comments in the code. I have been using Spyder for more than 2 years and it always feels good to work with Spyder every time start my work. In Spyder, we have three windows one for man code window, idle window, and the other is for running your code and analyze. So to test a particular code I use the idle window to see what is going to be the result when I use this set of codes. That the main reason, I use Spyder.
Eclipse handles numerous languages and a multitude of features, so many features that it requires a deep learning curve for users. The setup is complex and requires someone with expertise or background with software implementation.
Eclipse is free and offers user community support which is a huge benefit.
Eclipse has solid Subversion integration which saves costs for a firm that is already using Subversion as their configuration management tool.
Eclipse lacks the ability to support mobile application development which is a negative impact for the need to deliver mobile apps.
Eclipse is open source which means it is constantly updating features and functions extending the learning curve for users.
