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https://github.com/comfyanonymous/ComfyUI.git
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Add support for partial execution in backend (#9123)
When a prompt is submitted, it can optionally include `partial_execution_targets` as a list of ids. If it does, rather than adding all outputs to the execution list, we add only those in the list.
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@@ -7,7 +7,7 @@ import subprocess
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from pytest import fixture
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from comfy_execution.graph_utils import GraphBuilder
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from tests.inference.test_execution import ComfyClient
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from tests.inference.test_execution import ComfyClient, run_warmup
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@pytest.mark.execution
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@@ -24,6 +24,7 @@ class TestAsyncNodes:
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'--listen', args_pytest["listen"],
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'--port', str(args_pytest["port"]),
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'--extra-model-paths-config', 'tests/inference/extra_model_paths.yaml',
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'--cpu',
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]
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use_lru, lru_size = request.param
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if use_lru:
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@@ -82,6 +83,9 @@ class TestAsyncNodes:
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def test_multiple_async_parallel_execution(self, client: ComfyClient, builder: GraphBuilder):
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"""Test that multiple async nodes execute in parallel."""
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# Warmup execution to ensure server is fully initialized
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run_warmup(client)
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g = builder
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image = g.node("StubImage", content="BLACK", height=512, width=512, batch_size=1)
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@@ -148,6 +152,9 @@ class TestAsyncNodes:
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def test_async_lazy_evaluation(self, client: ComfyClient, builder: GraphBuilder):
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"""Test async nodes with lazy evaluation."""
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# Warmup execution to ensure server is fully initialized
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run_warmup(client, prefix="warmup_lazy")
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g = builder
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input1 = g.node("StubImage", content="BLACK", height=512, width=512, batch_size=1)
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input2 = g.node("StubImage", content="WHITE", height=512, width=512, batch_size=1)
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@@ -305,6 +312,9 @@ class TestAsyncNodes:
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def test_async_caching_behavior(self, client: ComfyClient, builder: GraphBuilder):
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"""Test that async nodes are properly cached."""
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# Warmup execution to ensure server is fully initialized
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run_warmup(client, prefix="warmup_cache")
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g = builder
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image = g.node("StubImage", content="BLACK", height=512, width=512, batch_size=1)
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sleep_node = g.node("TestSleep", value=image.out(0), seconds=0.2)
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@@ -324,6 +334,9 @@ class TestAsyncNodes:
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def test_async_with_dynamic_prompts(self, client: ComfyClient, builder: GraphBuilder):
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"""Test async nodes within dynamically generated prompts."""
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# Warmup execution to ensure server is fully initialized
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run_warmup(client, prefix="warmup_dynamic")
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g = builder
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image1 = g.node("StubImage", content="BLACK", height=512, width=512, batch_size=1)
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image2 = g.node("StubImage", content="WHITE", height=512, width=512, batch_size=1)
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