Interactive Python Development in VS Code

Ever wanted to test Python code piece by piece like in Jupyter, but still keep everything in a normal .py file? This tutorial shows you exactly how to do that in VS Code.

What You Need

Just two things:

1. Jupyter Extension for VS Code

Press Ctrl+Shift+X to open Extensions, type "Jupyter", and install it (the Microsoft one).

2. Install ipykernel

Run this in your terminal:

pip install ipykernel

Done! That's all the setup.

How It Works

Create any Python file, let's say my_script.py. Add # %% wherever you want to split your code into chunks:

# %% Import sectionfromdatetimeimportdatetime# %% Get current infocurrent_time=datetime.now()
day=current_time.strftime("%A")
print(f"Today is {day}")
# %% Main program executionif__name__=="__main__":
print(f"Full timestamp: {current_time}")

Running Your Code

Option 1: Run Chunks Individually

Put your cursor in any chunk and press:

• Ctrl+Enter → Runs that chunk
• Shift+Enter → Runs that chunk and jumps to the next

Results show up in the Interactive window on the side.

Option 2: Run Everything at Once

Just run it like normal Python:

python my_script.py

Quick Example to Try

Copy this into a new file and try running the chunks:

# %% Configurationuser_name="Alex"favorite_color="blue"# %% Create greetinggreeting=f"Hey {user_name}! I heard you like {favorite_color}."print(greeting)
# %% Generate fun factscolors= ["red", "blue", "green", "yellow"]
color_count=len(colors)
has_favorite=favorite_colorincolorsprint(f"Total colors: {color_count}")
print(f"Your favorite is in the list: {has_favorite}")
# %% Execute full programif__name__=="__main__":
print("=== Color Preference Program ===")
print(greeting)
print(f"Available colors: {', '.join(colors)}")

Why This Is Useful

• Test small parts of your code without running everything
• Keep regular .py files (better for Git than .ipynb)
• Switch between interactive testing and script execution
• Works great for data analysis and experiments

Common Issues

"Run Cell" button not showing?

• Save the file with .py extension first
• Make sure Jupyter extension is active

Chunks not running?

• Check that ipykernel is installed
• Select your Python interpreter (bottom-left corner of VS Code)

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That's it! Now you can have the best of both worlds. 🚀