I am using tensorflow data validation and I am trying to build schemas around my datasets. I've built the initial schemas and I can see/edit them in notepad, but I'm having a hard time actually finding a resource that shows me exactly what kind of parameters I can set in the file for a given data type (ie min or max values or data shapes).
Does anyone know of a good resource or even a comprehensive schema I can use to further edit my schema file?
Schemas are just a kind of protocol buffers message, and they are defined within TensorFlow Metadata. You can find the protocol buffers definition in
tensorflow_metadata/proto/v0/schema.proto, which describes and documents all the possible properties and options.