chore: import upstream snapshot with attribution

tests/test_nodes.py

@@ -0,0 +1,195 @@
+from typing import Any, Callable, Union
+from unittest.mock import MagicMock
+
+from invokeai.app.invocations.baseinvocation import (
+    BaseInvocation,
+    BaseInvocationOutput,
+    invocation,
+    invocation_output,
+)
+from invokeai.app.invocations.fields import InputField, OutputField
+from invokeai.app.invocations.image import ImageField
+from invokeai.app.services.events.events_common import EventBase
+from invokeai.app.services.session_processor.session_processor_common import ProgressImage
+from invokeai.app.services.session_queue.session_queue_common import SessionQueueItem
+from invokeai.app.services.shared.invocation_context import InvocationContext
+
+
+# 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", version="1.0.0")
+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", version="1.0.0")
+class PromptTestInvocation(BaseInvocation):
+    prompt: str = InputField(default="")
+
+    def invoke(self, context: InvocationContext) -> PromptTestInvocationOutput:
+        return PromptTestInvocationOutput(prompt=self.prompt)
+
+
+@invocation("test_error", version="1.0.0")
+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", version="1.0.0")
+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", version="1.0.0")
+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", version="1.0.0")
+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", version="1.0.0")
+class AnyTypeTestInvocation(BaseInvocation):
+    value: Any = InputField(default=None)
+
+    def invoke(self, context: InvocationContext) -> AnyTypeTestInvocationOutput:
+        return AnyTypeTestInvocationOutput(value=self.value)
+
+
+@invocation("test_polymorphic", version="1.0.0")
+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)
+
+
+@invocation_output("test_union_collection_output")
+class UnionCollectionTestInvocationOutput(BaseInvocationOutput):
+    value: Union[str, list[str], None] = OutputField(default=None)
+
+
+@invocation("test_union_collection", version="1.0.0")
+class UnionCollectionTestInvocation(BaseInvocation):
+    value: Union[str, list[str], None] = InputField(default=None)
+
+    def invoke(self, context: InvocationContext) -> UnionCollectionTestInvocationOutput:
+        return UnionCollectionTestInvocationOutput(value=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, GraphExecutionState  # 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(EventBase):
+    __test__ = False  # not a pytest test case
+
+    __event_name__ = "test_event"
+
+
+class TestEventService(EventServiceBase):
+    __test__ = False  # not a pytest test case
+
+    def __init__(self):
+        super().__init__()
+        self.events: list[EventBase] = []
+
+    def dispatch(self, event: EventBase) -> None:
+        self.events.append(event)
+        pass
+
+    def emit_invocation_progress(
+        self,
+        queue_item: "SessionQueueItem",
+        invocation: "BaseInvocation",
+        message: str,
+        percentage: float | None = None,
+        image: "ProgressImage | None" = None,
+    ) -> 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")
+
+
+def run_session_with_mock_context(session: GraphExecutionState):
+    """Run the session with a mock context to simulate invocation execution.
+
+    The graph may only contain invocations that operate on primitive types. Images, models, or any other types that
+    require a real context cannot be used in this mock execution.
+    """
+    mock_context = MagicMock(spec=InvocationContext)
+    invocation = session.next()
+    while invocation is not None:
+        output = invocation.invoke(mock_context)
+        session.complete(invocation.id, output)
+        invocation = session.next()
+
+
+def get_single_output_from_session(session: GraphExecutionState, node_id: str) -> BaseInvocationOutput:
+    assert len(session.source_prepared_mapping[node_id]) == 1, (
+        "Expected exactly one prepared node for the given node_id"
+    )
+    prepared_node_id = session.source_prepared_mapping[node_id].pop()
+    output = session.results[prepared_node_id]
+    assert isinstance(output, BaseInvocationOutput), "Expected output to be of type BaseInvocationOutput"
+    return output