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Jupyter Notebooks are powerful tools for data exploration and analysis, but there are scenarios where you might want to convert your Jupyter Notebook (.ipynb) files into regular Python scripts (.py). This tutorial will guide you through the process of converting a Jupyter Notebook to a Python script using Visual Studio Code.
Before you begin, make sure you have the following installed:
Ensure that you have the Python extension installed in Visual Studio Code. You can install it by searching for "Python" in the Extensions view (Ctrl+Shift+X).
Launch Visual Studio Code on your machine.
If you haven't already installed the Jupyter extension for Visual Studio Code, you can do so by searching for "Jupyter" in the Extensions view (Ctrl+Shift+X).
You will be prompted to save the Python script (.py) file. Choose a location and provide a name for the file, then click "Save."
Navigate to the saved Python script using the File Explorer in Visual Studio Code. Double-click on the Python script to open it.
Review the generated Python script. In some cases, additional cleanup or adjustments may be needed, especially if the original Jupyter Notebook contained interactive or visualizations that don't translate directly into a script.
Let's illustrate the process with a simple example. Assume you have a Jupyter Notebook named example.ipynb with the following code:
Follow the steps outlined above to convert the Jupyter Notebook to a Python script. The resulting example.py might look like this:
Note the addition of the # %% comment, which indicates code cells in the converted script.
Converting Jupyter Notebooks to Python scripts in Visual Studio Code is a straightforward process. This allows you to use the advantages of Jupyter for exploration and seamlessly transition to traditional Python scripts for reproducibility and collaboration.
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