cellmap_flow.models.model_registry
==================================

.. py:module:: cellmap_flow.models.model_registry

.. autoapi-nested-parse::

   Registry and introspection tools for ModelConfig subclasses.



Attributes
----------

.. autoapisummary::

   cellmap_flow.models.model_registry.MODEL_CONFIG_CLASSES


Functions
---------

.. autoapisummary::

   cellmap_flow.models.model_registry.get_parameter_info
   cellmap_flow.models.model_registry.get_all_model_configs
   cellmap_flow.models.model_registry.instantiate_model_config


Module Contents
---------------

.. py:data:: MODEL_CONFIG_CLASSES

.. py:function:: get_parameter_info(cls) -> Dict[str, Any]

   Extract parameter information from a ModelConfig subclass __init__ method.

   Returns a dict with parameter names as keys and info dicts with:
   - 'type': the type hint (str, int, list, tuple, etc.)
   - 'required': whether the parameter is required (no default value)
   - 'default': the default value if provided
   - 'description': parameter name for UI labels


.. py:function:: get_all_model_configs() -> Dict[str, Dict[str, Any]]

   Get metadata for all available ModelConfig subclasses.

   Returns a dict like:
   {
       'ScriptModelConfig': {
           'display_name': 'Script Model',
           'description': 'Load model from Python script',
           'parameters': {
               'script_path': {
                   'name': 'script_path',
                   'type': 'string',
                   'required': True,
                   'description': 'Script Path',
                   'input_type': 'file'
               },
               'name': {
                   'name': 'name',
                   'type': 'string',
                   'required': False,
                   'description': 'Name',
                   'default': None
               },
               ...
           }
       },
       ...
   }


.. py:function:: instantiate_model_config(class_name: str, params: Dict[str, Any]) -> Any

   Instantiate a ModelConfig subclass with the provided parameters.

   :param class_name: Name of the ModelConfig subclass (e.g., 'ScriptModelConfig')
   :param params: Dictionary of parameters to pass to __init__

   :returns: An instance of the ModelConfig subclass

   :raises ValueError: If class_name is not recognized or params are invalid