function get_model_class
Retrieves a model class from a registry by its string name, returning the class type or None if not found.
/tf/active/vicechatdev/CDocs/models/__init__.py
86 - 96
simple
Purpose
This function provides a lookup mechanism to dynamically retrieve model classes from a centralized registry (_model_registry). It's useful for scenarios where model classes need to be instantiated or referenced based on string identifiers, such as in factory patterns, configuration-driven model selection, or plugin architectures. The function is part of a model registry system that likely manages various document-related models including users, documents, reviews, and approvals.
Source Code
def get_model_class(name: str) -> Optional[Type[BaseModel]]:
"""
Get a model class by name.
Args:
name: Name of the model class
Returns:
Model class or None if not found
"""
return _model_registry.get(name)
Parameters
| Name | Type | Default | Kind |
|---|---|---|---|
name |
str | - | positional_or_keyword |
Parameter Details
name: A string identifier representing the name of the model class to retrieve. This should match a key in the _model_registry dictionary. Expected values would be model class names like 'DocUser', 'ControlledDocument', 'DocumentVersion', 'ReviewCycle', 'ReviewComment', or 'ApprovalCycle'. The lookup is case-sensitive and must match the exact registration name.
Return Value
Type: Optional[Type[BaseModel]]
Returns an Optional[Type[BaseModel]], which means it either returns a class type that inherits from BaseModel, or None if no model with the given name exists in the registry. The returned value is a class type itself (not an instance), allowing the caller to instantiate it or inspect its properties. If the name is not found in _model_registry, the function returns None rather than raising an exception.
Dependencies
typinglogging
Required Imports
from typing import Optional, Type
from CDocs.models.user_extensions import DocUser
from CDocs.models.document import ControlledDocument
from CDocs.models.document import DocumentVersion
from CDocs.models.review import ReviewCycle
from CDocs.models.review import ReviewComment
from CDocs.models.approval import ApprovalCycle
Usage Example
# Assuming _model_registry is populated and the function is imported
from your_module import get_model_class
# Retrieve a model class by name
DocUserClass = get_model_class('DocUser')
if DocUserClass is not None:
# Instantiate the model class
user = DocUserClass(username='john_doe', email='john@example.com')
print(f"Created user: {user}")
else:
print("Model class not found")
# Try to get a non-existent model
UnknownModel = get_model_class('NonExistentModel')
if UnknownModel is None:
print("Model not found in registry")
# Use in a factory pattern
def create_model_instance(model_name: str, **kwargs):
ModelClass = get_model_class(model_name)
if ModelClass:
return ModelClass(**kwargs)
raise ValueError(f"Unknown model: {model_name}")
document = create_model_instance('ControlledDocument', title='My Document', version='1.0')
Best Practices
- Always check if the returned value is None before attempting to use the model class to avoid AttributeError
- Ensure _model_registry is properly initialized and populated before calling this function
- Use consistent naming conventions when registering models to avoid lookup failures
- Consider implementing a get_all_model_names() companion function to discover available models
- For production code, consider adding logging when a model is not found to aid debugging
- If the registry might be modified at runtime, ensure thread-safety when accessing _model_registry
- Document which model names are available in the registry for API consumers
Tags
Similar Components
AI-powered semantic similarity - components with related functionality:
-
function register_model 73.4% similar
-
function get_all_model_classes 70.0% similar
-
function get_logger 46.7% similar
-
class BaseModel 43.9% similar
-
function get_document_type_name 41.5% similar