feat: add expected_outputs feature for lazy output computation

This commit is contained in:
bigcat88
2026-02-04 14:26:16 +02:00
parent 2b70ab9ad0
commit d987b0d32d
8 changed files with 515 additions and 18 deletions

View File

@@ -1430,6 +1430,11 @@ class Schema:
"""Flags a node as expandable, allowing NodeOutput to include 'expand' property."""
accept_all_inputs: bool=False
"""When True, all inputs from the prompt will be passed to the node as kwargs, even if not defined in the schema."""
lazy_outputs: bool=False
"""When True, cache will invalidate when output connections change, and expected_outputs will be available.
Use this for nodes that can skip computing outputs that aren't connected downstream.
Access via `get_executing_context().expected_outputs` - outputs NOT in the set are definitely unused."""
def validate(self):
'''Validate the schema:
@@ -1875,6 +1880,14 @@ class _ComfyNodeBaseInternal(_ComfyNodeInternal):
cls.GET_SCHEMA()
return cls._ACCEPT_ALL_INPUTS
_LAZY_OUTPUTS = None
@final
@classproperty
def LAZY_OUTPUTS(cls): # noqa
if cls._LAZY_OUTPUTS is None:
cls.GET_SCHEMA()
return cls._LAZY_OUTPUTS
@final
@classmethod
def INPUT_TYPES(cls) -> dict[str, dict]:
@@ -1917,6 +1930,8 @@ class _ComfyNodeBaseInternal(_ComfyNodeInternal):
cls._NOT_IDEMPOTENT = schema.not_idempotent
if cls._ACCEPT_ALL_INPUTS is None:
cls._ACCEPT_ALL_INPUTS = schema.accept_all_inputs
if cls._LAZY_OUTPUTS is None:
cls._LAZY_OUTPUTS = schema.lazy_outputs
if cls._RETURN_TYPES is None:
output = []