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PAIG Authorizer Core

Project description

paig-authorizer-core

Overview

paig-authorizer-core is a Python library designed to provide a framework of interfaces and abstract classes for building custom authorization implementations. This library allows developers to define their own authorization logic while ensuring consistency and structure.

Features

  • Provides a set of interfaces and abstract classes.
  • Customizable implementations for various authorization scenarios.
  • Easy to extend and integrate into existing applications.

Installation

You can install the library using pip:

pip install paig-authorizer-core

Usage

To use the paig-authorizer-core library, follow these steps:

  1. Import the required classes:

    from paig_authorizer_core import BasePAIGAuthorizer
    from paig_authorizer_core.models.request_models import AuthzRequest, VectorDBAuthzRequest
    
  2. Create a custom authorizer class: Implement your own authorizer by extending the BasePAIGAuthorizer class:

    class MyCustomAuthorizer(BasePAIGAuthorizer):
        def get_user_id_by_email(self, email: str) -> Optional[str]:
            # Implementation to retrieve user ID by email
            pass
        
        def get_user_groups(self, user: str) -> List[str]:
            # Implementation to retrieve user groups
            pass
    
        # Implement other abstract methods...
    
  3. Instantiate your custom authorizer:

    authorizer = MyCustomAuthorizer()
    
  4. Create an authorization request:

    authz_request = AuthzRequest(
        user_id="user@example.com",
        application_key="MyApp",
        traits=["trait1"],
        request_type="access"
    )
    
  5. Authorize the request: Call the authorize method to check if the request is authorized:

    response = authorizer.authorize(authz_request)
    print(f"Authorization response: {response}")
    
  6. Create a VectorDB authorization request:

    vector_db_request = VectorDBAuthzRequest(
        user_id="admin@example.com",
        application_key="MyApp"
    )
    
  7. Authorize the VectorDB request: Call the authorize_vector_db method to check VectorDB access:

    vector_db_response = authorizer.authorize_vector_db(vector_db_request)
    print(f"VectorDB authorization response: {vector_db_response}")
    

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