Which IDE is mostly used in industry by Data Scientist? - ide

Just wanted to know which IDE is mostly used in real-world by Data Scientist/ ML enginner.
so I can practice & get very comfortable with it.

Jupyter lab is pretty famous. It has a lot of awesome features to document your code and etc. Check https://jupyter.org/ for more. I am sure you are gonna enjoy it

For production code I use VScode. For fast prototyping and experimentation, I use either Jupyter notebook or Jupyter lab. Sometimes, I used Vscode for notebooks as well depending on my mood :). I used to use PyCharm but I abandoned it when realized that vscode does all the same and even more and is not resource hungry as PyCharm.

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Does Karate.robot supports CI /CD with Bamboo and need visible desktop like Sikuli to run the script?

I used image locators to locate some desktop elements the following question came to my mind that regarding Karate. Robot.
Can desktop script run on VM using CI/CD pipeline? does it need a physical desktop?
Previously I worked on Sikuli that needed a physical desktop if I minimize then the script does not work, is it the same case with Karate. Robot?
As long as you can install Karate on the VM it should be fine. Yes, having to do an RDP session can get complicated. You will need to spend some time to figure this out, but we know teams that have done this. It is also an opportunity for you to contribute some reference material and hopefully code to the community. For example getting different resolutions to work can be a challenge.
If you use the Element.invoke() method (not documented) on elements that support that automation method (e.g. buttons) you don't need the UI to be visible.
All available information can be found in this answer: https://stackoverflow.com/a/65187737/143475
If you have more questions, the best option is to figure this out on your own - and report your findings back here for the benefit of others.

Autocomplete does not work when using Odoo / Openerp

I'm using Pycharm as my Odoo IDE. But for the reason of no auto-complete function, it bring me coding trouble. So i wonder if there is a plugin that can provide auto-complete function or more convenient IDE?
Thanks for your help!
You can use Eclipse as Odoo IDE.
currently i am using eclipse as Odoo IDE, it's very easy to coding.
you should try it.
I found myself using PyCharm for the most of my programming needs. The key pain points PyCharm solved for me where robust code intel tools, better Python application run and debug support, with traceback clicking. The development efficiency gained from these features is enough to migrate over, even though there are features I miss in Sublime Text. However, these editors sync files perfectly and I can always alt+tab switch to Sublime Text when I need to write some Restructured Text or Markdown.
I am looking forward for the upcoming contender Github’s atom.io editor which has the ease and flexibility of Sublime Text plugin system, but with better features, UI integration and big development-oriented company backing it up. Atom team is still working on getting the basic architecture together, so it might be few years until we see robust Python tools on Atom. I’d guess HTML, CSS and JavaScript support get there sooner, as they are building the Atom itself on CoffeeScript.

Automation scripts: autoitscript vs ptfbpro

I try to use this 2 projects for primitive gui testing automation:
http://www.ptfbpro.com/
http://www.autoitscript.com/
And I can't make my choice.
Can somebody explain me: why(in 2 or 3 lines) he use one of them(or other please specify)?
I use AutoIt...
because it's free, well documented (not only) from inside of the Scite Editor and you can easily compile your script into a small executable or even create a complete GUI and there is a very good community in the forums and around here. And its Basic-Like Syntax is really easy to understand, there are functions and even a foreach-syntax, dynamic arrays and lots of additional functions from other users... There's good integration with other programming languages and from the use of so many WinAPI functions you lack of very little possibilities. It can automate IE usage without even displaying a browser window and send network packages, you can send Keystrokes like a user sitting in front of your screen and there's the AU3Record Tool which allows you to just record a Macro and replay it or save it as a script and then you can easily optimize it and edit it for your needs. Or use the AutoIt Window Info tool to see all the possible handlings for your application, you can interact with any kind of program output/display according to different algorithms you may invent.
Enough facts? ;-)
Go with Autoit3. It 's a lot more reliable, and you have a complete script language. Ptfbpro is only a tool (not free), nothing more. AUtoit3 has a lot of contributors that can help you in your process, Ptfbpro is dead.
If you want a script taht really do what you want, just go for AutoIt. Ptfbpro can't be used as a professional tool.
Autoit3 as well. You really can't beat it for being free and so easy to use.

How to practice HAML and SASS (environment)

Could you please give me advice how its better to practice HAML and SASS.
I`ve downloaded and installed everything for windows and i can compile files and use it via command line. But still i want to be able to code and browse it at once, not writing anything in command line.
I mean what shall i do on my localhost to use it? Am i to use with any kind of engine, Drupal for example. Or is there a more simple way?
Thanks in advance!
I have recently discovered a free online SASS/SCSS-HAML editor, named Voyage, developed by Zhi-Qiang Lei (thanks!). Very useful for beginners to practice, and for everyone to test snippets quickly.
http://voyage-editor.herokuapp.com/
Hope it helps
Ok so, for Sass and Compass, you can always use the --watch flag to watch the modified files and recompile them on the go.
Now I reckon this doesn't account for HAML wich doesn't have a --watch flag, or other languages such as CoffeeScript etc. The best solution for the moment for a stable and easy to work with environment is to use an external software that will do the command line work for you.
There are several out there, I've tried out a few of them — depending on your current platform and how much you want to put in (from 0$ to 9$). I don't know a lot of free preprocessors manager so if people want to go and comment with free alternatives I'd be glad.
The best in my humble opinion is LiveReload because it's what I've tested to be the most permissive in your organization, it compiles fast, reloads your browser on change, etc.
Cons are it's best to use it on a Mac, considering the Windows version is still in beta and far from finished. But if you're on a Mac, to me it's definitely the way to go.
You can use FireApp too, it does the same job but it's a little less permissive. There are things you can't do with your Compass configuration files, folders you have to name a certain way, etc. It's also paying, but it's cross-plateform (coded in JRuby).
On the free side of life, you currently have CodeKit for Mac but it's free only during the beta and will become paying. On the other hand it's really worth it's money for how well executed it is and it will really make your life simpler.
You can probably go look on the internet for similar softwares, but you get the idea. Currently the best way to have an easy to use work environment while avoiding the command line is to go through those kinds of softwares.

Professional VHDL IDE? [closed]

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Is there a good IDE to work with VHDL projects ?
Or are most of the professionals working with emacs/vim/notepad++ ?
I use Emacs+VHDL-mode which is great if you don't mind (or have already climbed) the learning curve of Emacs.
Alternatively, you could try Sigasi-HDT which is Eclipse-based and has more GUI. And some more powerful refactoring tools by the look of it.
I have been using Sigasi HDT since it was released in january (I think) and am very pleased with it so far. Previously I used Vim for all my editing (C or VHDL), but since I switched to Sigasi I have not looked back. The Eclipse based plugin is much more than just syntax highlighting. The auto-completion of components and entities is a real time-saver and you avoid a lot of errors. You can download a free trial from their website (http://www.sigasi.com) and I encourage you to give it a try with grlib (http://www.gaisler.com) to see the real power of the plugin.
Maybe Xilinx ISE or Altera Quartus.
I once tried - at least I wanted to try - Altera Quartus, but I soon switched to a normal editor and took GHDL for simulation.
But I am no professional, so I suppose they are using some of the former two products.
Engineers in large semiconductor companies are using emacs/vim for code editing.
Integrated Development Environment doesn't make much sense there, since a project is a few thousand HDL files taken from different places on a *NIX network, setup scripts for a dozen different tools, and cron jobs to do frequent builds.
For simpler FPGA projects developed on Windows I've seen people using Borland CodeWright, UltraEdit, and Crimson Editor.
I've been using Notepad++ along with the free vendor tools to edit my VHDL on Windows.
My best bet is to use VIM to do whatever i need to for VHDL formatting. VIM has an extremely powerful facility to develop custom plugins, and no amount of IDE hopping will give you all the customization you would ever need.
Things like signal names < 20 characters, procedure lengths < 100 lines, no use of linkage ports -- all of these can be coded in VIM with minimal effort. You could actually run vcom or ncvhdl from within VIM and then see where the errors are.
Having said all this, you might want to take a look at what Sigasi has to offer. If you need more help on this, let me know -- it'd be fun coding a VIM plugin.
Emacs + VHDL mode + a compiler / simulator + source control.
The VHDL mode is configured to use the compiler to compile the design and optionally run the simulation.
Emacs can link with the source control to correctly check in, diff and tag.
I personally like this set up because the editor is open source and I can use it anywhere (Mac, Linux, Windows). The compiler / simulator can be anything from a free download (FPGA vendor sponsored Modelsim or GHDL) to a grid engine. Once set up, it pretty much becomes invisible.
Simplifide also has an eclipse plugin which supports VHDL, Verilog and SystemVerilog which contains all of the standard IDE features and more.
It can be downloaded at http://simplifide.com
I'm just using Scite, like for most other coding.
Some things in Scite make my VHDL coding pleasant:
Coloring is easy to set up. Either download a ready .properties file or modify the Ada mode.
Scite has a snippets plugin that's very useful for VHDL. All those boring process and architecture definitions are generated automatically for me with a couple of key-presses.
Scite is easy to customize with external scripts: I have scripts for compiling the current file, for fixing indentation, for listing all processes and so on, the possibilities are limitless.
Besides the big ones Sigasi and Simplifide there is also ZamiaCad a free VHDL IDE: http://zamiacad.sourceforge.net/web/
It depends on the kind of project you are developing. Modelsim provides a good IDE but the code editor lacks the advanced features we are accustomed to use. I use VIM to write the code, and Modelsim to simulate, debug etc...
There's another VHDL-IDE, it's a plug-in for Visual Studio, but as far as I could see, it is also available as standalone version (ie, you don't need a Visual Studio license). It seems relatively new, but so far I really like it.
http://www.vide-software.at
I switched to use Vim because it has a very large list of plugins for almost any language (I believe Emacs do also). You might not get the best VHDL IDE ever with it, but you get a familiar interface for every code and non-code you must edit. Plus, as you move between companies, you can take your environment with you.
For the ones using Vim, check vim-hdl. It's a plugin I'm working on that provides syntax checking based on simulators/compilers. I'm using daily with ModelSim and so far works nice.
Emacs with the appropriate language mode is my vote. Basic editing is easy enough to learn and there are a lot of example config files out there.
Kevin.
I'm using Xilinx ISE for educational purposes, it works really well. And it has everything. After applying for a student license, the student version it free to use, but it takes up a lot of space. The installation file alone is more than 6 gb. The book we use for school is referring to xilinx special properties. (“FGPA Prototyping by VHDL Examples”). I'm also programming on a nexsys 3 spartan 6 testboard, and I'll be using xilinx for another year, but when I finish the course I’m gonna look for something smaller. Happy to read about the lightweight alternatives.