You will likely need to build the application remotely. when with manylinux there is likely wheels that to match up with runtime of the azure function app. When build automation is enabled, App Service activates a virtualenv and runs pip against your requirements.txt on Linux, resolving proper wheels automatically. Research how to remote build your application with the Azure functions app and that will most likely fix your dependency issue.