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Using jupyter notebooks with a virtual environment

anbasile.github.io

11–18 of 18 posts

Re: Using jupyter notebooks with a virtual environment

#12

Also consider using Conda - to replace and simplify use of venv and pip. http://stuarteberg.github.io/conda-docs/_downloads/conda-pip...

I agree 1000%! I honestly could not imagine using Jupyter without a virtual env. I don't worry about anything related to Python / virtual envs since I started using the Anaconda distribution. Further, every sciency tool is at my fingertips with almost ZERO configuration on my part...

If I had to vote on: "There should be one-- and preferably only one --obvious way to do it." for Python dev, I would choose Conda so hard.

Re: Using jupyter notebooks with a virtual environment

#13

I encourage the OP and readers to also try pipenv. From the author of Requests it is like a breath of fresh air and gets the combination of pip and virtual environments just right. https://docs.pipenv.org/

Looks awesome, but requirements.txt still seems pretty sufficient for me. Simple is better than complex :)

Re: Using jupyter notebooks with a virtual environment

#14
Thanks for the writeup , and others for interesting suggestions. Always on the look out for people thinking about making scientific python more reproducible and accessible!

For myself, i just activate the venv and then open a notebook in that terminal and it seems to work? never had to install any other libraries to handle the VENV + notebook combo.

Re: Using jupyter notebooks with a virtual environment

#16
post #13

I encourage the OP and readers to also try pipenv. From the author of Requests it is like a breath of fresh air and gets the combination of pip and virtual environments just right. https://docs.pipenv.org/

Looks awesome, but requirements.txt still seems pretty sufficient for me. Simple is better than complex :)

Moving away from requirements.txt is only warranted when you are also trying to use virtual env. This passes my "simple is better" test by reducing two tools into a unified one that works.

Re: Using jupyter notebooks with a virtual environment

#17

Also consider using Conda - to replace and simplify use of venv and pip. http://stuarteberg.github.io/conda-docs/_downloads/conda-pip...

I agree 1000%! I honestly could not imagine using Jupyter without a virtual env. I don't worry about anything related to Python / virtual envs since I started using the Anaconda distribution. Further, every sciency tool is at my fingertips with almost ZERO configuration on my part... If I had to vote on: "There should be one-- and preferably only one --obvious way to do it." for Python dev, I would choose Conda so ha…

How do you develop new packages? I think conda-build develop is not maintained

Re: Using jupyter notebooks with a virtual environment

#18

Earlier quoted context omitted.

I agree 1000%! I honestly could not imagine using Jupyter without a virtual env. I don't worry about anything related to Python / virtual envs since I started using the Anaconda distribution. Further, every sciency tool is at my fingertips with almost ZERO configuration on my part... If I had to vote on: "There should be one-- and preferably only one --obvious way to do it." for Python dev, I would choose Conda so ha…

How do you develop new packages? I think conda-build develop is not maintained

the develop command in conda-build is indeed not really kept up. From https://github.com/conda/conda-build/issues/1992#issuecommen... :

Instead, I recommend creating whatever environment you want, activating it, and then running python setup.py develop or pip install -e . so that your package is installed in develop mode in that environment.

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