InvokeAI/tests/nodes/test_nodes.py

from typing import Any, Callable, Literal
from ldm.invoke.app.invocations.baseinvocation import BaseInvocation, BaseInvocationOutput, InvocationContext
from ldm.invoke.app.invocations.image import ImageField
from ldm.invoke.app.services.invocation_services import InvocationServices
from pydantic import Field
import pytest

# Define test invocations before importing anything that uses invocations
class ListPassThroughInvocationOutput(BaseInvocationOutput):
    type: Literal['test_list_output'] = 'test_list_output'

    collection: list[ImageField] = Field(default_factory=list)

class ListPassThroughInvocation(BaseInvocation):
    type: Literal['test_list'] = 'test_list'

    collection: list[ImageField] = Field(default_factory=list)

    def invoke(self, context: InvocationContext) -> ListPassThroughInvocationOutput:
        return ListPassThroughInvocationOutput(collection = self.collection)

class PromptTestInvocationOutput(BaseInvocationOutput):
    type: Literal['test_prompt_output'] = 'test_prompt_output'

    prompt: str = Field(default = "")

class PromptTestInvocation(BaseInvocation):
    type: Literal['test_prompt'] = 'test_prompt'

    prompt: str = Field(default = "")

    def invoke(self, context: InvocationContext) -> PromptTestInvocationOutput:
        return PromptTestInvocationOutput(prompt = self.prompt)

class ErrorInvocation(BaseInvocation):
    type: Literal['test_error'] = 'test_error'

    def invoke(self, context: InvocationContext) -> PromptTestInvocationOutput:
        raise Exception("This invocation is supposed to fail")

class ImageTestInvocationOutput(BaseInvocationOutput):
    type: Literal['test_image_output'] = 'test_image_output'

    image: ImageField = Field()

class ImageTestInvocation(BaseInvocation):
    type: Literal['test_image'] = 'test_image'

    prompt: str = Field(default = "")

    def invoke(self, context: InvocationContext) -> ImageTestInvocationOutput:
        return ImageTestInvocationOutput(image=ImageField(image_name=self.id))

class PromptCollectionTestInvocationOutput(BaseInvocationOutput):
    type: Literal['test_prompt_collection_output'] = 'test_prompt_collection_output'
    collection: list[str] = Field(default_factory=list)

class PromptCollectionTestInvocation(BaseInvocation):
    type: Literal['test_prompt_collection'] = 'test_prompt_collection'
    collection: list[str] = Field()

    def invoke(self, context: InvocationContext) -> PromptCollectionTestInvocationOutput:
        return PromptCollectionTestInvocationOutput(collection=self.collection.copy())


from ldm.invoke.app.services.events import EventServiceBase
from ldm.invoke.app.services.graph import EdgeConnection

def create_edge(from_id: str, from_field: str, to_id: str, to_field: str) -> tuple[EdgeConnection, EdgeConnection]:
    return (EdgeConnection(node_id = from_id, field = from_field), 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 = list()

    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")