remove language from jupyter notebook
# C code in Jupyter Notebook
from nbconvert import PythonExporter
# Read the notebook file
notebook_file = 'example_notebook.ipynb'
with open(notebook_file, 'r') as f:
notebook_content = f.read()
# Remove C code cells from the notebook content
index = 0
while index < len(notebook_content):
index = notebook_content.find('"language": "c"', index)
if index == -1:
break
start_index = notebook_content.rfind('{', 0, index)
end_index = notebook_content.find('}', index) + 1
notebook_content = notebook_content[:start_index] + notebook_content[end_index:]
index = start_index
# Export the modified content to a new Python script
python_exporter = PythonExporter()
python_script, _ = python_exporter.from_notebook_node(notebook_content)
# Save the modified content to a new Python file
python_file = 'converted_notebook.py'
with open(python_file, 'w') as f:
f.write(python_script)
print(f"The C code has been removed. The modified Python script is saved as '{python_file}'.")
Explanation:
- Import the necessary module
PythonExporter
fromnbconvert
. - Define the file name of the notebook to be processed (
example_notebook.ipynb
). - Open the specified notebook file and read its content into
notebook_content
. - Use a loop to find C language code cells within the notebook content and remove them.
- The loop finds occurrences of the substring
'"language": "c"'
within the notebook content. - If found, the code identifies the indices of the opening and closing braces '{' and '}' around the cell and removes the C code cell from the notebook content.
- Use
PythonExporter
to convert the modified notebook content into a Python script. - Save the generated Python script to a new file named
converted_notebook.py
. - Display a message indicating the successful removal of C code and the location of the newly created Python script file.