Jupyter Notebook in Visual Studio Code
Content Updated: OCT 2019
Microsoft Officially announces native support of Jupyter Notebook in Visual Studio Code by installing Official Python Extension.
People who work in Python, they love to do their research and experiments in Jupyter Notebook. I am a fan of desktop IDE like VS Code, Atom and Sublime. My intention is to get jupyter like feature in Visual Studio code. This is what this article is all about.
Jupyter Notebook: Its an editor and to be precise its a web-based editor designed for python (Aka iPython). Previously Jupyter notebook was known as iPython. It's open Source, everyone around the globe use it.
Best Features of Jupyter Notebook:
- You can run part of code (It's not required to run the entire script to see the code changes output), just press shift+Enter, where you expect to see the new output
- See Outputs like Graphs, Analytics, CSV viewer in Editor it-self.
- It runs on Browser
Jupyter Notebook in VS Code: You can now directly edit .ipynb files and get the interactivity of Jupyter notebooks with all of the power of VS Code. You can manage source control, open multiple files, and leverage productivity features like IntelliSense, Git integration, and multi-file management, offering a brand-new way for data scientists and developers to experiment and work with data efficiently. You can try out this experience today by downloading the latest version of the Python extension and creating/opening a Jupyter Notebook inside VS Code.
When a Jupyter notebook file is created or opened, VS Code automatically creates a Jupyter server for you locally by default.
- Install Visual Studio Code Editor
- Goto Extension (In the Left Sidebar) and install the python and Visual Studio IntelliCode extension
python Visual Studio IntelliCode
- Reload/Restart the Editor
- shortcut CTRL + SHIFT + P (Windows) or Command + SHIFT + P (macOS), and run the “Python: Create Blank New Jupyter Notebook” command.
How to use Jupyter Notebook in VS Code IDE
After restarting VS Code IDE, Open Jypyter Notebook file (.ipynb) file.
To create new Jupyter Notebook file - shortcut CTRL + SHIFT + P (Windows) or Command + SHIFT + P (macOS), and run the “Python: Create Blank New Jupyter Notebook” command.
For each Code Cell, you will find the play button on the left side. Click on the play button the way you use it in jupyter.
Plot Graphs is out of the box support, write same code as jupyter using python packages like matplotlib and you will get jupyter like in-place draw/output
What's new in Visual Studio Code with Jupyter Notebook
AI-Assisted Autocompletion. Don't forget to install "Visual Studio IntelliCode" extension to get code Autocomplete feature.
Variable Explorer Another benefit of using VS Code is that you can take advantage of the variable explorer and plot viewer by clicking the “Variables” button in the notebook toolbar. The variable explorer will help you keep track of the current state of your notebook variables at a glance, in real-time.
Happy Coding !!
Hi. I've already installed Python extension on VSCode for mac but I can't find the option "Create Blank New Jupyter Notebook" into the pallet list. It seem is not exists. Do you hace any idea? Thanks!
Any idea why Juypter notebook pd.DataFrame grids don't show up in VS Code? Also why Intellisense inline descriptions "Shft-Tab" doesn't consistently work? That's a real hassle.
Currently, I have my python scripts and Jupyter notebooks in the same folder for a given project. If I want to work on one of the python scripts in the project, I open up VS Code in the location of the folder via the cmd prompt. If I want to work on one of the notebooks, I open up Jupyter Lab in the location of the folder. I do the above because I prefer editing python scripts in VS Code and Python notebooks in Jupyter Lab. Why would I want to use VS Code to edit or work with Jupyter notebooks? From what I have seen the experience of working with Jupyter notebooks in VS Code is not near as pleasant as it is in Jupyter Lab. Please advise.
How to export the jupyter notebook into pdf using vscode?