Spyder vs. The Welkin Suite

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.

The Welkin Suite is a great IDE compared to the alternatives out there. If you need to code in Salesforce and you want a mostly seamless environment, then The Welkin Suite is the best option available, in my opinion. I have also been using it for Apex Tests and find that the tools are really good for measuring code coverage and highlighting those areas that are uncovered.

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

• Local History - Without having to setup GitHub this has been a time saver!
• AutoComplete
• Saves the entire project at once

Incentivized

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

• It would be nice if IDE feature releases were timed to coincide with Salesforce releases (i.e. make Lightning Web Components available on the day they become available in Salesforce instances).
• The IDE can be a bit buggy especially when you have several windows of the IDE open to different Salesforce instances at the same time on one machine.
• Sometimes, when you click to retrieve your data too soon, before the program has a chance to ask you to connect to the instance, it can cause the IDE to freeze.

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

In general, when you need support there is someone there to give you an answer. I think there could be an improvement in this area, but it's hard to provide a substantial amount of support for a product that is charging roughly $15 a month. Do I feel I get more than $15 worth of support value when I need to request it? Yes.

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

It's much faster than Eclipse

Incentivized

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

Incentivized

• The ability to recover and compare to local history
• Reliable vs. open source alternatives!

Incentivized