I wrote a code in python using jupyter notebook and i want to generate an executable of the program.
I wrote a code in python using jupyter notebook and i want to generate an executable of the program. Show activity on this post. No, however it is possible to generate a .py script from .ipynb, which can then be converted to a .exe
I wrote a Python program in Jupyter Notebook. The program uses libraries installed through Anaconda. I need to get a separate executable Python file that would work on forks of Ubuntu and Debian. I created the .py file from the .ipynb file through the menu in the Jupyter Notebook: File -> Download as -> Python (.py).
Two simple ways to create a Python executable file. 1 Making an Executable file with auto-py-to-exe#N#- Installing with pip#N#- Running auto-py-to-exe#N#- Step 1: Add the script... 2 Making an Executable file with PyInstaller More ...
Once you install auto-py-to-exe, making an executable file is as easy as writing the following command. After running the command, the following GUI application will open. I will walk you through each option to properly create an executable file. Browse the script you wish to convert and add it to the “Script Location” field.
No, however it is possible to generate a .py
script from .ipynb
, which can then be converted to a .exe
With jupyter nbconvert (If you are using Anaconda, this is already included)
In the environment :
pip install nbconvert
jupyter nbconvert --to script my_notebook.ipynb
Will generate a my_notebook.py
.
Then with Pyinstaller :
pip install pyinstaller
pyinstaller my_notebook.py
You should now have a my_notebook.exe
and dist files in your folder.
Source: A slightly outdated Medium Article about this
You can use this code I've written to convert large numbers of .ipynb
files into .py
files.
srcFolder = r'input_folderpath_here'
desFolder = r'output_folderpath_here'
import os
import nbformat
from nbconvert import PythonExporter
def convertNotebook(notebookPath, modulePath):
with open(notebookPath) as fh:
nb = nbformat.reads(fh.read(), nbformat.NO_CONVERT)
exporter = PythonExporter()
source, meta = exporter.from_notebook_node(nb)
with open(modulePath, 'w+') as fh:
fh.writelines(source)
# For folder creation if doesn't exist
if not os.path.exists(desFolder):
os.makedirs(desFolder)
for file in os.listdir(srcFolder):
if os.path.isdir(srcFolder + '\\' + file):
continue
if ".ipynb" in file:
convertNotebook(srcFolder + '\\' + file, desFolder + '\\' + file[:-5] + "py")
Once you have converted your .ipynb
files into .py
files.
Try running the .py
files to ensure they work.
After which, use Pyinstaller in your terminal or command prompt.
cd
to your .py
file location.
And then type
pyinstaller --onefile yourfile.py
This will generate a single file .exe
program
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With