from typing import Any, Callable, Union from invokeai.app.invocations.baseinvocation import ( BaseInvocation, BaseInvocationOutput, InputField, InvocationContext, OutputField, invocation, invocation_output, ) from invokeai.app.invocations.image import ImageField # Define test invocations before importing anything that uses invocations @invocation_output("test_list_output") class ListPassThroughInvocationOutput(BaseInvocationOutput): collection: list[ImageField] = OutputField(default=[]) @invocation("test_list") class ListPassThroughInvocation(BaseInvocation): collection: list[ImageField] = InputField(default=[]) def invoke(self, context: InvocationContext) -> ListPassThroughInvocationOutput: return ListPassThroughInvocationOutput(collection=self.collection) @invocation_output("test_prompt_output") class PromptTestInvocationOutput(BaseInvocationOutput): prompt: str = OutputField(default="") @invocation("test_prompt") class PromptTestInvocation(BaseInvocation): prompt: str = InputField(default="") def invoke(self, context: InvocationContext) -> PromptTestInvocationOutput: return PromptTestInvocationOutput(prompt=self.prompt) @invocation("test_error") class ErrorInvocation(BaseInvocation): def invoke(self, context: InvocationContext) -> PromptTestInvocationOutput: raise Exception("This invocation is supposed to fail") @invocation_output("test_image_output") class ImageTestInvocationOutput(BaseInvocationOutput): image: ImageField = OutputField() @invocation("test_text_to_image") class TextToImageTestInvocation(BaseInvocation): prompt: str = InputField(default="") prompt2: str = InputField(default="") def invoke(self, context: InvocationContext) -> ImageTestInvocationOutput: return ImageTestInvocationOutput(image=ImageField(image_name=self.id)) @invocation("test_image_to_image") class ImageToImageTestInvocation(BaseInvocation): prompt: str = InputField(default="") image: Union[ImageField, None] = InputField(default=None) def invoke(self, context: InvocationContext) -> ImageTestInvocationOutput: return ImageTestInvocationOutput(image=ImageField(image_name=self.id)) @invocation_output("test_prompt_collection_output") class PromptCollectionTestInvocationOutput(BaseInvocationOutput): collection: list[str] = OutputField(default=[]) @invocation("test_prompt_collection") class PromptCollectionTestInvocation(BaseInvocation): collection: list[str] = InputField() def invoke(self, context: InvocationContext) -> PromptCollectionTestInvocationOutput: return PromptCollectionTestInvocationOutput(collection=self.collection.copy()) @invocation_output("test_any_output") class AnyTypeTestInvocationOutput(BaseInvocationOutput): value: Any = OutputField() @invocation("test_any") class AnyTypeTestInvocation(BaseInvocation): value: Any = InputField(default=None) def invoke(self, context: InvocationContext) -> AnyTypeTestInvocationOutput: return AnyTypeTestInvocationOutput(value=self.value) @invocation("test_polymorphic") class PolymorphicStringTestInvocation(BaseInvocation): value: Union[str, list[str]] = InputField(default="") def invoke(self, context: InvocationContext) -> PromptCollectionTestInvocationOutput: if isinstance(self.value, str): return PromptCollectionTestInvocationOutput(collection=[self.value]) return PromptCollectionTestInvocationOutput(collection=self.value) # Importing these must happen after test invocations are defined or they won't register from invokeai.app.services.events.events_base import EventServiceBase # noqa: E402 from invokeai.app.services.shared.graph import Edge, EdgeConnection # noqa: E402 def create_edge(from_id: str, from_field: str, to_id: str, to_field: str) -> Edge: return Edge( source=EdgeConnection(node_id=from_id, field=from_field), destination=EdgeConnection(node_id=to_id, field=to_field), ) class TestEvent: event_name: str payload: Any def __init__(self, event_name: str, payload: Any): self.event_name = event_name self.payload = payload class TestEventService(EventServiceBase): events: list def __init__(self): super().__init__() self.events = [] def dispatch(self, event_name: str, payload: Any) -> None: pass def wait_until(condition: Callable[[], bool], timeout: int = 10, interval: float = 0.1) -> None: import time start_time = time.time() while time.time() - start_time < timeout: if condition(): return time.sleep(interval) raise TimeoutError("Condition not met")