Files
ComfyUI-UTFCN/tests/test_generate_popular_node_signatures.py
T

1141 lines
29 KiB
Python

import json
import tempfile
import textwrap
import unittest
from pathlib import Path
from tools.generate_popular_node_signatures import (
extract_repo_signatures,
normalise_input_spec,
write_artifact,
)
class StaticExtractionTests(unittest.TestCase):
def _normalise_generated_at(self, text):
parsed = json.loads(text)
return text.replace(parsed["generated_at"], "<generated-at>")
def _extract_source(self, source, pack_id="sample-pack"):
with tempfile.TemporaryDirectory() as tmp:
Path(tmp, "__init__.py").write_text(textwrap.dedent(source), encoding="utf-8")
return extract_repo_signatures(
Path(tmp),
{
"id": pack_id,
"title": "Sample Pack",
"repository": f"https://github.com/example/{pack_id}",
"rank": 1,
},
)
def test_normalise_input_spec_reduces_combo_lists(self):
self.assertEqual("COMBO", normalise_input_spec((["nearest", "bilinear"],)))
self.assertEqual("IMAGE", normalise_input_spec(("IMAGE",)))
self.assertEqual("FLOAT", normalise_input_spec(("FLOAT", {"default": 1.0})))
def test_extracts_static_node_mapping_and_signatures(self):
source = '''
class FancySize:
RETURN_TYPES = ("INT", "INT")
RETURN_NAMES = ("width", "height")
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
"optional": {
"scale": ("FLOAT", {"default": 1.0}),
"mode": (["nearest", "bilinear"],),
},
}
NODE_CLASS_MAPPINGS = {
"FancySize": FancySize,
}
NODE_DISPLAY_NAME_MAPPINGS = {
"FancySize": "Fancy Size",
}
'''
with tempfile.TemporaryDirectory() as tmp:
Path(tmp, "__init__.py").write_text(textwrap.dedent(source), encoding="utf-8")
result = extract_repo_signatures(
Path(tmp),
{
"id": "sample-pack",
"title": "Sample Pack",
"repository": "https://github.com/example/sample-pack",
"rank": 1,
},
)
self.assertIn("FancySize", result["nodes"])
node = result["nodes"]["FancySize"]
self.assertEqual("Fancy Size", node["display"])
self.assertEqual("sample-pack", node["pack"])
self.assertEqual({"image": "IMAGE", "scale": "FLOAT", "mode": "COMBO"}, node["inputs"])
self.assertEqual(["image"], node["required"])
self.assertEqual(["INT", "INT"], node["outputs"])
self.assertEqual(["width", "height"], node["output_names"])
self.assertEqual("static_exact", node["confidence"])
def test_skips_dynamic_input_types_without_failing_repo(self):
source = '''
def build_inputs():
return {"required": {"image": ("IMAGE",)}}
class DynamicNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return build_inputs()
NODE_CLASS_MAPPINGS = {
"DynamicNode": DynamicNode,
}
'''
with tempfile.TemporaryDirectory() as tmp:
Path(tmp, "__init__.py").write_text(textwrap.dedent(source), encoding="utf-8")
result = extract_repo_signatures(
Path(tmp),
{
"id": "dynamic-pack",
"title": "Dynamic Pack",
"repository": "https://github.com/example/dynamic-pack",
"rank": 1,
},
)
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_skips_unparseable_python_files_and_extracts_static_nodes(self):
good_source = '''
class GoodNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"GoodNode": GoodNode,
}
'''
with tempfile.TemporaryDirectory() as tmp:
Path(tmp, "bad.py").write_bytes(b"class Bad:\xff\n")
Path(tmp, "good.py").write_text(textwrap.dedent(good_source), encoding="utf-8")
result = extract_repo_signatures(
Path(tmp),
{
"id": "mixed-pack",
"title": "Mixed Pack",
"repository": "https://github.com/example/mixed-pack",
"rank": 1,
},
)
self.assertIn("GoodNode", result["nodes"])
self.assertEqual("ok", result["pack"]["status"])
def test_skips_undecodable_python_files_without_modified_parse(self):
undecodable_source = b'''
# invalid byte follows: \xff
class UndecodableNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"UndecodableNode": UndecodableNode,
}
'''
good_source = '''
class GoodUtf8Node:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"GoodUtf8Node": GoodUtf8Node,
}
'''
with tempfile.TemporaryDirectory() as tmp:
Path(tmp, "bad.py").write_bytes(undecodable_source)
Path(tmp, "good.py").write_text(textwrap.dedent(good_source), encoding="utf-8")
result = extract_repo_signatures(
Path(tmp),
{
"id": "undecodable-pack",
"title": "Undecodable Pack",
"repository": "https://github.com/example/undecodable-pack",
"rank": 1,
},
)
self.assertNotIn("UndecodableNode", result["nodes"])
self.assertIn("GoodUtf8Node", result["nodes"])
self.assertEqual("ok", result["pack"]["status"])
def test_unsupported_reassignment_invalidates_static_env_value(self):
source = '''
def build_inputs():
return {"required": {"image": ("IMAGE",)}}
INPUTS = {
"required": {
"image": ("IMAGE",),
},
}
INPUTS = build_inputs()
class StaleEnvNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return INPUTS
NODE_CLASS_MAPPINGS = {
"StaleEnvNode": StaleEnvNode,
}
'''
with tempfile.TemporaryDirectory() as tmp:
Path(tmp, "__init__.py").write_text(textwrap.dedent(source), encoding="utf-8")
result = extract_repo_signatures(
Path(tmp),
{
"id": "stale-env-pack",
"title": "Stale Env Pack",
"repository": "https://github.com/example/stale-env-pack",
"rank": 1,
},
)
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_function_binding_invalidates_static_env_value(self):
source = '''
INPUTS = {
"required": {
"image": ("IMAGE",),
},
}
def INPUTS():
return {}
class FunctionRebindNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return INPUTS
NODE_CLASS_MAPPINGS = {
"FunctionRebindNode": FunctionRebindNode,
}
'''
result = self._extract_source(source, "function-rebind-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_class_binding_invalidates_static_env_value(self):
source = '''
INPUTS = {
"required": {
"image": ("IMAGE",),
},
}
class INPUTS:
pass
class ClassRebindNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return INPUTS
NODE_CLASS_MAPPINGS = {
"ClassRebindNode": ClassRebindNode,
}
'''
result = self._extract_source(source, "class-rebind-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_import_binding_invalidates_static_env_value(self):
source = '''
INPUTS = {
"required": {
"image": ("IMAGE",),
},
}
import something as INPUTS
class ImportRebindNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return INPUTS
NODE_CLASS_MAPPINGS = {
"ImportRebindNode": ImportRebindNode,
}
'''
result = self._extract_source(source, "import-rebind-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_alias_mutation_invalidates_static_source_value(self):
source = '''
INPUTS = {
"required": {
"image": ("IMAGE",),
},
}
ALIAS = INPUTS
ALIAS.clear()
class AliasMutatedInputNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return INPUTS
NODE_CLASS_MAPPINGS = {
"AliasMutatedInputNode": AliasMutatedInputNode,
}
'''
result = self._extract_source(source, "alias-mutated-input-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_annotated_alias_mutation_invalidates_static_source_value(self):
source = '''
INPUTS = {
"required": {
"image": ("IMAGE",),
},
}
ALIAS: dict = INPUTS
ALIAS.clear()
class AnnotatedAliasMutatedInputNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return INPUTS
NODE_CLASS_MAPPINGS = {
"AnnotatedAliasMutatedInputNode": AnnotatedAliasMutatedInputNode,
}
'''
result = self._extract_source(source, "annotated-alias-mutated-input-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_wildcard_import_invalidates_static_env_values(self):
source = '''
INPUTS = {
"required": {
"image": ("IMAGE",),
},
}
from something import *
class WildcardImportInputNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return INPUTS
NODE_CLASS_MAPPINGS = {
"WildcardImportInputNode": WildcardImportInputNode,
}
'''
result = self._extract_source(source, "wildcard-import-input-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_nested_wildcard_import_invalidates_static_env_values(self):
source = '''
INPUTS = {
"required": {
"image": ("IMAGE",),
},
}
if True:
from something import *
class NestedWildcardImportInputNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return INPUTS
NODE_CLASS_MAPPINGS = {
"NestedWildcardImportInputNode": NestedWildcardImportInputNode,
}
'''
result = self._extract_source(source, "nested-wildcard-import-input-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_annotated_reassignment_invalidates_static_env_value(self):
source = '''
def build_inputs():
return {"required": {"image": ("IMAGE",)}}
INPUTS = {
"required": {
"image": ("IMAGE",),
},
}
INPUTS: dict = build_inputs()
class AnnotatedRebindNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return INPUTS
NODE_CLASS_MAPPINGS = {
"AnnotatedRebindNode": AnnotatedRebindNode,
}
'''
result = self._extract_source(source, "annotated-rebind-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_multi_target_reassignment_invalidates_static_env_value(self):
source = '''
def build_inputs():
return {"required": {"image": ("IMAGE",)}}
INPUTS = {
"required": {
"image": ("IMAGE",),
},
}
OTHER = INPUTS = build_inputs()
class MultiTargetRebindNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return INPUTS
NODE_CLASS_MAPPINGS = {
"MultiTargetRebindNode": MultiTargetRebindNode,
}
'''
result = self._extract_source(source, "multi-target-rebind-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_augmented_assignment_invalidates_static_env_value(self):
source = '''
INPUTS = {
"required": {
"image": ("IMAGE",),
},
}
INPUTS += ({},)
class AugmentedRebindNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return INPUTS
NODE_CLASS_MAPPINGS = {
"AugmentedRebindNode": AugmentedRebindNode,
}
'''
result = self._extract_source(source, "augmented-rebind-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_control_flow_assignment_invalidates_static_env_value(self):
source = '''
def build_inputs():
return {"required": {"image": ("IMAGE",)}}
INPUTS = {
"required": {
"image": ("IMAGE",),
},
}
if True:
INPUTS = build_inputs()
class ControlFlowRebindNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return INPUTS
NODE_CLASS_MAPPINGS = {
"ControlFlowRebindNode": ControlFlowRebindNode,
}
'''
result = self._extract_source(source, "control-flow-rebind-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_delete_invalidates_static_env_value(self):
source = '''
INPUTS = {
"required": {
"image": ("IMAGE",),
},
}
del INPUTS
class DeletedInputEnvNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return INPUTS
NODE_CLASS_MAPPINGS = {
"DeletedInputEnvNode": DeletedInputEnvNode,
}
'''
result = self._extract_source(source, "deleted-input-env-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_dynamic_return_types_reassignment_skips_node(self):
source = '''
def build_outputs():
return ("MASK",)
class DynamicReturnTypesNode:
RETURN_TYPES = ("IMAGE",)
RETURN_TYPES = build_outputs()
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"DynamicReturnTypesNode": DynamicReturnTypesNode,
}
'''
result = self._extract_source(source, "dynamic-return-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_delete_return_types_skips_node(self):
source = '''
class DeletedReturnTypesNode:
RETURN_TYPES = ("IMAGE",)
del RETURN_TYPES
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"DeletedReturnTypesNode": DeletedReturnTypesNode,
}
'''
result = self._extract_source(source, "deleted-return-types-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_mutated_return_types_skips_node(self):
source = '''
class MutatedReturnTypesNode:
RETURN_TYPES = ["IMAGE"]
RETURN_TYPES.clear()
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"MutatedReturnTypesNode": MutatedReturnTypesNode,
}
'''
result = self._extract_source(source, "mutated-return-types-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_class_return_types_uses_definition_time_module_env(self):
source = '''
RETURNS = ("IMAGE",)
class DefinitionTimeReturnTypesNode:
RETURN_TYPES = RETURNS
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
RETURNS = ("MASK",)
NODE_CLASS_MAPPINGS = {
"DefinitionTimeReturnTypesNode": DefinitionTimeReturnTypesNode,
}
'''
result = self._extract_source(source, "definition-time-return-pack")
self.assertEqual(["IMAGE"], result["nodes"]["DefinitionTimeReturnTypesNode"]["outputs"])
self.assertEqual("ok", result["pack"]["status"])
def test_subscript_assignment_to_return_types_skips_node(self):
source = '''
class SubscriptMutatedReturnTypesNode:
RETURN_TYPES = ["IMAGE"]
RETURN_TYPES[0] = "MASK"
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"SubscriptMutatedReturnTypesNode": SubscriptMutatedReturnTypesNode,
}
'''
result = self._extract_source(source, "subscript-mutated-return-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_subscript_assignment_to_return_names_skips_node(self):
source = '''
class SubscriptMutatedReturnNamesNode:
RETURN_TYPES = ("IMAGE",)
RETURN_NAMES = ["image"]
RETURN_NAMES[0] = "mask"
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"SubscriptMutatedReturnNamesNode": SubscriptMutatedReturnNamesNode,
}
'''
result = self._extract_source(source, "subscript-mutated-return-names-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_missing_return_names_is_allowed(self):
source = '''
class MissingReturnNamesNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"MissingReturnNamesNode": MissingReturnNamesNode,
}
'''
result = self._extract_source(source, "missing-return-names-pack")
self.assertEqual([], result["nodes"]["MissingReturnNamesNode"]["output_names"])
self.assertEqual("ok", result["pack"]["status"])
def test_final_static_return_types_assignment_wins(self):
source = '''
class FinalReturnTypesNode:
RETURN_TYPES = ("IMAGE",)
RETURN_TYPES = ("MASK",)
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"mask": ("MASK",),
},
}
NODE_CLASS_MAPPINGS = {
"FinalReturnTypesNode": FinalReturnTypesNode,
}
'''
result = self._extract_source(source, "final-return-pack")
self.assertEqual(["MASK"], result["nodes"]["FinalReturnTypesNode"]["outputs"])
self.assertEqual("ok", result["pack"]["status"])
def test_dynamic_node_class_mapping_reassignment_skips_node(self):
source = '''
def build_mappings():
return {"DynamicMappingNode": DynamicMappingNode}
class DynamicMappingNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"DynamicMappingNode": DynamicMappingNode,
}
NODE_CLASS_MAPPINGS = build_mappings()
'''
result = self._extract_source(source, "dynamic-mapping-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_mutated_node_class_mapping_skips_node(self):
source = '''
class MutatedMappingNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"MutatedMappingNode": MutatedMappingNode,
}
NODE_CLASS_MAPPINGS.clear()
'''
result = self._extract_source(source, "mutated-mapping-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_annotated_alias_mutation_invalidates_static_node_mapping(self):
source = '''
class AnnotatedAliasMutatedMappingNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"AnnotatedAliasMutatedMappingNode": AnnotatedAliasMutatedMappingNode,
}
ALIAS: dict = NODE_CLASS_MAPPINGS
ALIAS.clear()
'''
result = self._extract_source(source, "annotated-alias-mutated-mapping-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_wildcard_import_invalidates_static_node_mapping(self):
source = '''
class WildcardImportMappingNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"WildcardImportMappingNode": WildcardImportMappingNode,
}
from something import *
'''
result = self._extract_source(source, "wildcard-import-mapping-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_nested_wildcard_import_invalidates_static_node_mapping(self):
source = '''
class NestedWildcardImportMappingNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"NestedWildcardImportMappingNode": NestedWildcardImportMappingNode,
}
if True:
from something import *
'''
result = self._extract_source(source, "nested-wildcard-import-mapping-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_wildcard_import_before_mapping_skips_static_node_mapping(self):
source = '''
class WildcardBeforeMappingNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
from something import *
NODE_CLASS_MAPPINGS = {
"WildcardBeforeMappingNode": WildcardBeforeMappingNode,
}
'''
result = self._extract_source(source, "wildcard-before-mapping-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_nested_wildcard_import_before_mapping_skips_static_node_mapping(self):
source = '''
class NestedWildcardBeforeMappingNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
if True:
from something import *
NODE_CLASS_MAPPINGS = {
"NestedWildcardBeforeMappingNode": NestedWildcardBeforeMappingNode,
}
'''
result = self._extract_source(source, "nested-wildcard-before-mapping-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_dynamic_display_mapping_reassignment_falls_back_to_node_type(self):
source = '''
def build_displays():
return {"DisplayInvalidatedNode": "Dynamic Display"}
class DisplayInvalidatedNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"DisplayInvalidatedNode": DisplayInvalidatedNode,
}
NODE_DISPLAY_NAME_MAPPINGS = {
"DisplayInvalidatedNode": "Stale Display",
}
NODE_DISPLAY_NAME_MAPPINGS = build_displays()
'''
result = self._extract_source(source, "dynamic-display-pack")
self.assertEqual("DisplayInvalidatedNode", result["nodes"]["DisplayInvalidatedNode"]["display"])
self.assertEqual("ok", result["pack"]["status"])
def test_input_types_with_dynamic_control_flow_is_skipped(self):
source = '''
def something():
return True
def dynamic_inputs():
return {"required": {"image": ("IMAGE",)}}
class DynamicBranchInputNode:
RETURN_TYPES = ("IMAGE",)
@classmethod
def INPUT_TYPES(cls):
if something():
return dynamic_inputs()
return {
"required": {
"image": ("IMAGE",),
},
}
NODE_CLASS_MAPPINGS = {
"DynamicBranchInputNode": DynamicBranchInputNode,
}
'''
result = self._extract_source(source, "dynamic-branch-input-pack")
self.assertEqual({}, result["nodes"])
self.assertEqual("no_static_nodes", result["pack"]["status"])
def test_write_artifact_is_deterministic(self):
with tempfile.TemporaryDirectory() as tmp:
out_one = Path(tmp, "one.json")
out_two = Path(tmp, "two.json")
write_artifact(
out_one,
sources={
"manager_url": "https://example.invalid/manager.json",
"limit": 1,
"registry": {"z": "last", "a": "first"},
},
packs={
"b-pack": {
"id": "b-pack",
"title": "B Pack",
"status": "ok",
"metadata": {"z": 2, "a": 1},
},
"a-pack": {
"id": "a-pack",
"title": "A Pack",
"status": "ok",
"metadata": {"z": 4, "a": 3},
},
},
nodes={
"BNode": {
"type": "BNode",
"display": "B Node",
"pack": "b-pack",
"repository": "https://github.com/example/b-pack",
"inputs": {"zeta": "FLOAT", "alpha": "IMAGE"},
"required": [],
"outputs": ["IMAGE"],
"output_names": ["image"],
"confidence": "static_exact",
},
"ANode": {
"type": "ANode",
"display": "A Node",
"pack": "a-pack",
"repository": "https://github.com/example/a-pack",
"inputs": {"zeta": "FLOAT", "alpha": "IMAGE"},
"required": [],
"outputs": ["IMAGE"],
"output_names": ["image"],
"confidence": "static_exact",
},
},
)
write_artifact(
out_two,
sources={
"registry": {"a": "first", "z": "last"},
"limit": 1,
"manager_url": "https://example.invalid/manager.json",
},
packs={
"a-pack": {
"metadata": {"a": 3, "z": 4},
"status": "ok",
"title": "A Pack",
"id": "a-pack",
},
"b-pack": {
"metadata": {"a": 1, "z": 2},
"status": "ok",
"title": "B Pack",
"id": "b-pack",
},
},
nodes={
"ANode": {
"confidence": "static_exact",
"output_names": ["image"],
"outputs": ["IMAGE"],
"required": [],
"inputs": {"alpha": "IMAGE", "zeta": "FLOAT"},
"repository": "https://github.com/example/a-pack",
"pack": "a-pack",
"display": "A Node",
"type": "ANode",
},
"BNode": {
"confidence": "static_exact",
"output_names": ["image"],
"outputs": ["IMAGE"],
"required": [],
"inputs": {"alpha": "IMAGE", "zeta": "FLOAT"},
"repository": "https://github.com/example/b-pack",
"pack": "b-pack",
"display": "B Node",
"type": "BNode",
},
},
)
text_one = out_one.read_text(encoding="utf-8")
text_two = out_two.read_text(encoding="utf-8")
parsed = json.loads(text_one)
self.assertEqual(["a-pack", "b-pack"], list(parsed["packs"]))
self.assertEqual(["ANode", "BNode"], list(parsed["nodes"]))
self.assertEqual(self._normalise_generated_at(text_one), self._normalise_generated_at(text_two))
if __name__ == "__main__":
unittest.main()