pipreqs

''' in python are there any libraries where the pip install command is different than import?" ChatGPT: Yes, there are some Python libraries where the `pip install` command differs from the module name you use for `import`. Below are a few examples of such cases: 1. *`pip install opencv-python`* - Import as: `import cv2` 2. *`pip install beautifulsoup4`* - Import as: `from bs4 import BeautifulSoup` 3. *`pip install PyMySQL`* - Import as: `import pymysql` 4. *`pip install python-dateutil`* - Import as: `import dateutil` 5. *`pip install python-dotenv`* - Import as: `import dotenv` 6. *`pip install google-auth`* - Import as: `import google.auth` 7. *`pip install Pillow`* - Import as: `from PIL import Image` ''' It seems that the project hardcodes the import to pypi names though. So it has a that sweetspot

It uses this file which maps import names to package names, but it's only 1152 packages and I'm not sure how it was generated. https://github.com/bndr/pipreqs/blob/master/pipreqs/mapping

pipreqs' mapping was my first guess: https://github.com/bndr/pipreqs/blob/master/pipreqs/mapping Although it looks like they may have expanded beyond pipreqs: https://github.com/replit/upm/pull/4

It's been great seeing this space fill out with solutions in the last year. MLFlow[1] is another open source solution I have my eyes on. BentoML looks more cohesive than our homegrown solution because it targets a more general case. One of the things I would miss switching to BentoML would be automatic requirements generation. We use pipreqs[2] to generate a requirements.txt given a model instance. Any thoughts on the difficulty as a user in extending BentoML as to integrate pipreqs? Again another difficulty question: we have a few statsmodels[3] predictors and it isn't clear how much work would be involved extending BentoML to accept those too. Thanks for pointing out BentoML. I'll keep an eye on it as a migration target as this space develops. [1] https://mlflow.org/docs/latest/index.html [2] https://github.com/bndr/pipreqs [3] https://

https://github.com/bndr/pipreqs I built a utility for python programmers - pipreqs which helps to generate pip requirements.txt file based on imports of any project

Another tool you might find useful is pipreq. pipreq --savepath gen.requirements.txt / The above will run through all your source code, and generate the requirements that you actually use via imports. https://github.com/bndr/pipreqs Disclaimer: I contribute to it.