caikit.runtime.service_generation
=================================

.. py:module:: caikit.runtime.service_generation


Submodules
----------

.. toctree::
   :maxdepth: 1

   /autoapi/caikit/runtime/service_generation/compatibility_checker/index
   /autoapi/caikit/runtime/service_generation/create_service/index
   /autoapi/caikit/runtime/service_generation/data_stream_source/index
   /autoapi/caikit/runtime/service_generation/protoable/index
   /autoapi/caikit/runtime/service_generation/rpcs/index
   /autoapi/caikit/runtime/service_generation/type_helpers/index


Functions
---------

.. autoapisummary::

   caikit.runtime.service_generation.assert_compatible
   caikit.runtime.service_generation.create_inference_rpcs
   caikit.runtime.service_generation.create_job_inference_rpcs
   caikit.runtime.service_generation.create_training_rpcs


Package Contents
----------------

.. py:function:: assert_compatible(modules: List[str], previous_modules: List[str])

   Logic about whether it's okay to include this set of modules in service generation

   Args:
       modules: list of module IDs that we are considering in service generation
       previous_modules: list of module IDs that were supported in the previous service version

   Raises:
       If a new service should not be built with this set of modules


.. py:function:: create_inference_rpcs(modules: List[Type[caikit.core.ModuleBase]], caikit_config: aconfig.aconfig.Config = None) -> List[caikit.runtime.service_generation.rpcs.CaikitRPCBase]

   Handles the logic to create all the RPCs for inference


.. py:function:: create_job_inference_rpcs(modules: List[Type[caikit.core.ModuleBase]], caikit_config: aconfig.aconfig.Config = None) -> List[caikit.runtime.service_generation.rpcs.CaikitRPCBase]

   Handles the logic to create all the RPCs for inference jobs


.. py:function:: create_training_rpcs(modules: List[Type[caikit.core.ModuleBase]]) -> List[caikit.runtime.service_generation.rpcs.CaikitRPCBase]

   Handles the logic to create all the RPCs for training