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feat: add expected_outputs feature for lazy output computation
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@@ -5,7 +5,7 @@ import psutil
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import time
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import torch
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from typing import Sequence, Mapping, Dict
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from comfy_execution.graph import DynamicPrompt
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from comfy_execution.graph import DynamicPrompt, get_expected_outputs_for_node
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from abc import ABC, abstractmethod
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import nodes
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@@ -115,6 +115,10 @@ class CacheKeySetInputSignature(CacheKeySet):
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signature = [class_type, await self.is_changed_cache.get(node_id)]
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if self.include_node_id_in_input() or (hasattr(class_def, "NOT_IDEMPOTENT") and class_def.NOT_IDEMPOTENT) or include_unique_id_in_input(class_type):
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signature.append(node_id)
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# Include expected_outputs in cache key for nodes that opt in via LAZY_OUTPUTS
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if hasattr(class_def, 'LAZY_OUTPUTS') and class_def.LAZY_OUTPUTS:
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expected = get_expected_outputs_for_node(dynprompt, node_id)
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signature.append(("expected_outputs", tuple(sorted(expected))))
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inputs = node["inputs"]
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for key in sorted(inputs.keys()):
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if is_link(inputs[key]):
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