Getting error when deploying app, but not when running it locally

[golden543]

Hello,

When I use the streamlit run *app_name*.py command, and I view it in the browser, the app functions perfectly fine. After I pushed the repo to Github for deployment, I followed the directions to deploy it using Streamlit.
However, I get an error on the live website despite the local version working fine.
This is what appears:

How can I go about fixing this?

Thanks!

[randyzwitch]

This is solved by adding a packages.txt file to install system-level dependencies:

Importerror: libgl.so.1: cannot open shared object file: no such file or directory opencv error

Hi @harish_natarajan - For errors like this, around packages that are system-level, you need to add a packages.txt file to install drivers via the package manager: For opengl issues specifically, this should resolve your issue:

[golden543]

Is there a quick way to make a packages.txt file like there is with pipreq for requirements.txt? If not, how should I go about figuring out which packages should be added to the file? Thanks!

[golden543]

Update: I followed the directions in the thread and it solved that issue! However, I now have another error. Essentially, I am trying to create a webapp for my image classification Keras model and have an issue that appears when an image is trying to be classified. Specifically, the error I get is:

[randyzwitch]

@golden543

Is there a quick way to make a packages.txt file like there is with pipreq for requirements.txt?

No, there isn’t. pipreqs as far as I know scans the Python code to understand the imports. However, there really isn’t a good way to know which drivers or other libraries outside of Python are required, since every install/compile toolchain can be different.

@golden543

However, I now have another error. Essentially, I am trying to create a webapp for my image classification Keras model and have an issue that appears when an image is trying to be classified. Specifically, the error I get is:

To clarify, does this work locally but not when deployed, or are you having trouble making the code work at all?

[golden543]

It works fine locally–just not when deployed.

[randyzwitch]

I would check that you both have the same Python version and same package versions on both machines. When there are errors reading pickled files or other serialization formats, errors usually come from version mismatches.