# Copyright (c) Microsoft. All rights reserved. from pytest import raises from semantic_kernel.connectors.ai.prompt_execution_settings import PromptExecutionSettings from semantic_kernel.exceptions.kernel_exceptions import KernelServiceNotFoundError from semantic_kernel.functions.function_result import FunctionResult from semantic_kernel.functions.kernel_arguments import KernelArguments from semantic_kernel.functions.kernel_function import KernelFunction from semantic_kernel.functions.kernel_function_metadata import KernelFunctionMetadata from semantic_kernel.kernel import Kernel from semantic_kernel.services.ai_service_client_base import AIServiceClientBase from semantic_kernel.services.ai_service_selector import AIServiceSelector class CustomFunction(KernelFunction): prompt_execution_settings: dict[str, PromptExecutionSettings] = {} async def _invoke_internal(self, context) -> None: context.result = FunctionResult(function=self.metadata, value="internal invoke passed") async def _invoke_internal_stream(self, context) -> None: context.result = FunctionResult(function=self.metadata, value="internal invoke stream passed") def test_ai_service_selector(): service_selector = AIServiceSelector() assert service_selector is not None def test_select_ai_service_no_default(kernel_with_service: Kernel): function = CustomFunction( metadata=KernelFunctionMetadata(name="test", plugin_name="test", description="test", is_prompt=True), prompt_execution_settings={}, ) kernel_with_service.add_function(plugin_name="test", function=function) service_selector = kernel_with_service.ai_service_selector service, settings = service_selector.select_ai_service( kernel_with_service, function, KernelArguments(), type_=AIServiceClientBase ) assert service is not None assert service.service_id != "default" assert settings is not None def test_select_ai_service_no_default_default_types(kernel_with_service: Kernel): function = CustomFunction( metadata=KernelFunctionMetadata(name="test", plugin_name="test", description="test", is_prompt=True), prompt_execution_settings={}, ) kernel_with_service.add_function(plugin_name="test", function=function) service_selector = kernel_with_service.ai_service_selector with raises(KernelServiceNotFoundError): service_selector.select_ai_service(kernel_with_service, function, KernelArguments()) def test_select_ai_service_default_no_type(kernel_with_default_service: Kernel): function = CustomFunction( metadata=KernelFunctionMetadata(name="test", plugin_name="test", description="test", is_prompt=True), prompt_execution_settings={}, ) kernel_with_default_service.add_function(plugin_name="test", function=function) service_selector = kernel_with_default_service.ai_service_selector with raises(KernelServiceNotFoundError): service_selector.select_ai_service(kernel_with_default_service, function, KernelArguments()) def test_select_ai_service_default(kernel_with_default_service: Kernel): function = CustomFunction( metadata=KernelFunctionMetadata(name="test", plugin_name="test", description="test", is_prompt=True), prompt_execution_settings={}, ) kernel_with_default_service.add_function(plugin_name="test", function=function) service_selector = kernel_with_default_service.ai_service_selector service, settings = service_selector.select_ai_service( kernel_with_default_service, function, KernelArguments(), type_=AIServiceClientBase ) assert service is not None assert settings is not None def test_select_ai_service_settings_through_arguments(kernel_with_service: Kernel): function = CustomFunction( metadata=KernelFunctionMetadata(name="test", plugin_name="test", description="test", is_prompt=True), prompt_execution_settings={}, ) kernel_with_service.add_function(plugin_name="test", function=function) service_selector = kernel_with_service.ai_service_selector service, settings = service_selector.select_ai_service( kernel_with_service, function, KernelArguments(settings={"service": PromptExecutionSettings()}), type_=AIServiceClientBase, ) assert service is not None assert settings is not None def test_select_ai_service_settings_through_function(kernel_with_service: Kernel): function = CustomFunction( metadata=KernelFunctionMetadata(name="test", plugin_name="test", description="test", is_prompt=True), prompt_execution_settings={"service": PromptExecutionSettings()}, ) kernel_with_service.add_function(plugin_name="test", function=function) service_selector = kernel_with_service.ai_service_selector service, settings = service_selector.select_ai_service( kernel_with_service, function, KernelArguments(), type_=AIServiceClientBase ) assert service is not None assert settings is not None