As a data scientist who want to save Colab notebook with reproducable environment, the environment-colab.yml should follow the latest Colab environment. To enable this, the cycle to update environment-colab.yml periodically and automatically is required.
The rough procedures are the following:
- Make latest package list by executing
pip freeze on Colab periodically (by using Colab Pro+ feature?).
- Make the latest
environment-colab.yml from the 1) and packages listed on existing environment-colab.yml.
- Make the latest
requirements-colab.txt from 1) and 2) .
- git add/commit/push 2) and 3) to this repository
As a data scientist who want to save Colab notebook with reproducable environment, the
environment-colab.ymlshould follow the latest Colab environment. To enable this, the cycle to updateenvironment-colab.ymlperiodically and automatically is required.The rough procedures are the following:
pip freezeon Colab periodically (by using Colab Pro+ feature?).environment-colab.ymlfrom the 1) and packages listed on existingenvironment-colab.yml.requirements-colab.txtfrom 1) and 2) .