how to use created python virtual environment in vscode jupyter notebook

Question

I am using notebook in VScode and I am working with tensorflow==1.15.5 but in my system version is 2.3.2.

So I created virtual environment with python 3.7 and on system activated python is 3.8 and installed version 1.15.5. Now I want to activate this virtual env in notebook too.

I tried selecting the interpreter (Ctrl + Shift + P) and selected the created environment. But this is not working.

I tried

import tensorflow as tf
print(tf.__version__)

this is still showing 2.3.2

and even

!python --version

is showing 3.8.0

even i tried this article but this is not working too. I am not using conda, any help on this

Molly Wang-MSFT · Accepted Answer · 2021-07-01 08:39:11Z

3

Make sure your virtual environment is activated and selected as python interpreter in VS Code, and don't forget to select it for Jupyter.

Select and activate an environment

I create a virtual environment called venv and install tensorflow2.5.0. When i select venv as interpreter for .py file and .ipynb file, it will exactly show the same verison of tesorflow installed in new created venv:

[UPDATE]

In Jupyter Notebooks in VS Code, it says

To work with Jupyter notebooks, you must activate an Anaconda environment in VS Code, or another Python environment in which you've installed the Jupyter package.

That's why you install conda and it worked, and even though you select venv but no jupyter package in it, it wouldn't be used when running code cells.

edited Jul 1, 2021 at 8:39

answered Jun 30, 2021 at 9:07

Molly Wang-MSFT

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4 Comments

Code Guru Over a year ago

yes i have selected and actovated the created env, but no luck

Molly Wang-MSFT Over a year ago

So now your question is it's showing venv in the top right corner of Jupyter, when you run code, it still uses the global python environment? Run import sys print(sys.version) print(sys.executable) in Jupyter to check the current used python in Jupyter, Is it as the same as the one in top-right corner of Jupyter?

Code Guru Over a year ago

yes, it is using venv but still refer to global python and global packages, i installed conda, and no changes i have made, and it worked

Molly Wang-MSFT Over a year ago

@SunilGarg. Got the reason! Please have a look at my answer update.

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