PyCharm vs Spyder. PyCharm and Spyder are both cross-platform IDEs (Integrated Development. In order to use the PyCharm version control featureswith Microsoft Team Services, we first needto configure PyCharm a little bit.So we'll go to file, settings, plugins,and we'll click browse repositories.And up here in the search bar, we'll start typingteam services, and notice there's only one option here,Visual Studio Team Services.It's been updated very recently.
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The Data Science Virtual Machine (DSVM) bundles several popular tools in a highly productive integrated development environment (IDE). Here are some tools that are provided on the DSVM.
Visual Studio Community Edition
| Category | Value |
|---|
| What is it? | General purpose IDE |
| Supported DSVM versions | Windows: Visual Studio 2017, Windows 2019 : Visual Studio 2019 |
| Typical uses | Software development |
| How is it configured and installed on the DSVM? | Data Science Workload (Python and R tools), Azure workload (Hadoop, Data Lake), Node.js, SQL Server tools, Azure Machine Learning for Visual Studio Code |
| How to use and run it | Desktop shortcut (C:Program Files (x86)Microsoft Visual Studio2019CommunityCommon7IDEdevenv.exe). Graphically, open Visual Studio by using the desktop icon or the Start menu. Search for programs (Windows logo key+S), followed by Visual Studio. From there, you can create projects in languages like C#, Python, R, and Node.js. |
| Related tools on the DSVM | Visual Studio Code, RStudio, Juno |
Note
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Visual Studio Code
| Category | Value |
|---|
| What is it? | General purpose IDE |
| Supported DSVM versions | Windows, Linux |
| Typical uses | Code editor and Git integration |
| How to use and run it | Desktop shortcut (C:Program Files (x86)Microsoft VS CodeCode.exe) in Windows, desktop shortcut or terminal (code) in Linux |
| Related tools on the DSVM | Visual Studio, RStudio, Juno |
RStudio Desktop
| Category | Value |
|---|
| What is it? | Client IDE for R language |
| Supported DSVM versions | Windows, Linux |
| Typical uses | R development |
| How to use and run it | Desktop shortcut (C:Program FilesRStudiobinrstudio.exe) on Windows, desktop shortcut (/usr/bin/rstudio) on Linux |
| Related tools on the DSVM | Visual Studio, Visual Studio Code, Juno |
RStudio Server
| Category | Value |
|---|
| What is it? | Client IDE for R language |
| What is it? | Web-based IDE for R |
| Supported DSVM versions | Linux |
| Typical uses | R development |
| How to use and run it | Enable the service with systemctl enable rstudio-server, and then start the service with systemctl start rstudio-server. Then sign in to RStudio Server at http://your-vm-ip:8787. |
| Related tools on the DSVM | Visual Studio, Visual Studio Code, RStudio Desktop |
Pycharm Or Visual Studio
Juno
| Category | Value |
|---|
| What is it? | Client IDE for Julia language |
| Supported DSVM versions | Windows, Linux |
| Typical uses | Julia development |
| How to use and run it | Desktop shortcut (C:JuliaPro-0.5.1.1Juno.bat) on Windows, desktop shortcut (/opt/JuliaPro-VERSION/Juno) on Linux |
| Related tools on the DSVM | Visual Studio, Visual Studio Code, RStudio |
Pycharm Visual Studio Keymap
Pycharm
Pycharm Visual Studio
| Category | Value |
|---|
| What is it? | Client IDE for Python language |
| Supported DSVM versions | Windows 2019, Linux |
| Typical uses | Python development |
| How to use and run it | Desktop shortcut (C:Program Filestk) on Windows. Desktop shortcut (/usr/bin/pycharm) on Linux |
| Related tools on the DSVM | Visual Studio, Visual Studio Code, RStudio |