Supported Storage Types

This library currently supports several places where you can save your models. You specify the storage type when you create a ModelStore instance:

Supported storage types

Storage	Requires	Example code
AWS s3	The name of an existing s3 bucket	AWS Example
MinIO s3 storage	The name of an existing bucket and access credentials	MinIO Example
Azure Container	The name of an existing container	Azure Example
Google Cloud Storage	The name of an existing bucket	Cloud Storage Example
File system	A path	File system Example

File system storage

The file system model storage assumes that (a) the root directory exists, and (b) the library user has permission to write to it.

If you want to create the root directory if it does not exist, pass along the create_directory=True argument.

model_store = ModelStore.from_file_system(
  root_directory="/path/to/directory",
  create_directory=True,
)