Austin based Enthought offers their flagship scientific Python distribution, Canopy. The Canopy Geoscience (or Canopy Geo) variant of the product is a data analysis, exploration and visualization package optimized for geologists & geophysicists, and researchers in petroleum science.
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Microsoft Visual Studio Code
Score 9.0 out of 10
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Microsoft offers Visual Studio Code, a text editor that supports code editing, debugging, IntelliSense syntax highlighting, and other features.
Canopy is perfect for data analysis in general. If you are a programmer for general purpose commercial application perhaps Canopy is not the best choice. But if you are just beginning programming or making simulation with python I recommend using Canopy and its training platform, they have excellent teachers with impressive curriculum
If your Source Control Software is Team Foundation Server then skip Visual Studio Code. If you're using GitHub and are creating small projects Visual Studio Code is the way to go. If you need to create a large, enterprise-level application, Visual Studio Code makes it easier to set up interactions between related projects (client & server). If you're interested in getting back to the old way of using the command line to create projects and you know what to enter in the console window then Visual Studio Code is great. Visual Studio Code is a better choice if you don't know the console commands and prefer to make selections from a menu.
Providing scientific libraries, both open source and Enthought's own libraries which are excellent.
Training. They provide several courses in python for general use and for data analysis.
Debugging tools. Several IDEs provides tools for debugging, but I think they are insufficient or too general. Canopy has a special debugging tool, specially design for python.
Unlike for most languages I have used, Ruby and Rails support available for Code users isn't great. The most popular Ruby extension is unofficial, and leaves much to desire. As an example, code navigation even with language server Solargraph installed isn't as good as IntelliJ's RubyMine.
Even there is quite good support for a language or a framework, it is almost never as good as a dedicated IDE for it. In terms of the sheer number of features available, IntelliJ IDEs handily beat Code.
Microsoft has close-sourced some of the extensions it develops for Code itself, e.g. Pylance for Python, and that has not been perceived as a good move for open-source.
Solid tool that provides everything you need to develop most types of applications. The only reason not a 10 is that if you are doing large distributed teams on Enterprise level, Professional does provide more tools to support that and would be worth the cost.
Looking at our current implementation, Microsoft Visual Studio Code is perfect for writing code and performing debug operations. Integration with SVN repository is easy and changes can be tracked effectively. Microsoft Visual Studio Code supports developers to write code productively using syntax check and easy customization. Microsoft Visual Studio Code also provides support for IntelliSense which prompts suggestions for code completion. It is easy to step through code using interactive debugger to inspect the root cause of error quickly.
Active development means filing a bug on the GitHub repo typically gets you a response within 4 days. There are plugins for almost everything you need, whether it be linting, Vim emulation, even language servers (which I use to code in Scala). There is well-maintained official documentation. The only thing missing is forums. The closest thing is GitHub issues, which typically has the answers but is hard to sift through -- there are currently 78k issues.
I was using Sublime Text Editor initially to edit and write most of my Python scripts, but a colleague recommended Enthought Canopy and I have been using it ever since then, because of its integrated packages for data analysis, its easier to execute and write relevant scripts in one space. It definitely makes work life easier and effective.
All the previously listed are incredible development environments that perfectly fulfill this function, but [Microsoft] Visual Studio Code goes one step ahead by providing flexibility, customization and adaptability to development environments with its own methodology, for all this productivity. of the work team is greatly increased helping to achieve the objectives set in the organization.
