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Prepare Autogrow support for the love of the game
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@ -824,7 +824,7 @@ class DynamicInput(Input, ABC):
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def get_dynamic(self) -> list[Input]:
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return []
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def add_to_dict_live_inputs(self, d: dict[str], live_inputs: dict[str]):
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def add_to_dict_live_inputs(self, d: dict[str], live_inputs: dict[str], curr_prefix=''):
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pass
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@ -841,46 +841,105 @@ class DynamicOutput(Output, ABC):
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@comfytype(io_type="COMFY_AUTOGROW_V3")
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class AutogrowDynamic(ComfyTypeI):
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class Autogrow(ComfyTypeI):
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Type = list[Any]
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class Input(DynamicInput):
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def __init__(self, id: str, template_input: Input, min: int=1, max: int=None,
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display_name: str=None, optional=False, tooltip: str=None, lazy: bool=None, extra_dict=None):
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super().__init__(id, display_name, optional, tooltip, lazy, extra_dict)
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raise Exception("AutogrowDynamic is not implemented yet, and will likely be renamed for actual implementation.")
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self.template_input = template_input
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if min is not None:
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assert(min >= 1)
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if max is not None:
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assert(max >= 1)
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_MaxNames = 100 # NOTE: max 100 names for sanity
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class _AutogrowTemplate:
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def __init__(self, input: Input):
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# dynamic inputs are not allowed as the template input
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assert(not isinstance(input, DynamicInput))
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self.input = input
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self.names: list[str] = []
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self.cached_inputs = {}
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def _create_input(self, input: Input, name: str):
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new_input = copy.copy(self.input)
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new_input.id = name
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return new_input
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def _create_cached_inputs(self):
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for name in self.names:
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self.cached_inputs[name] = self._create_input(self.input, name)
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def get_all(self) -> list[Input]:
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return list(self.cached_inputs.values())
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def as_dict(self):
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return prune_dict({
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"input": create_input_dict_v1([self.input]),
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})
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def validate(self):
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self.input.validate()
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def add_to_dict_live_inputs(self, d: dict[str], live_inputs: dict[str], curr_prefix=''):
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real_inputs = []
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for name, input in self.cached_inputs.items():
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if name in live_inputs:
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real_inputs.append(input)
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add_to_input_dict_v1(d, real_inputs, live_inputs, curr_prefix)
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add_dynamic_id_mapping(d, real_inputs, curr_prefix)
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class TemplatePrefix(_AutogrowTemplate):
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def __init__(self, input: Input, prefix: str, min: int=1, max: int=None):
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super().__init__(input)
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self.prefix = prefix
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assert(min >= 1)
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if not max:
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max = 10
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assert(max >= 1)
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assert(max <= Autogrow._MaxNames)
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self.min = min
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self.max = max
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self.names = [f"{self.prefix}{i+1}" for i in range(self.max)]
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self._create_cached_inputs()
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def as_dict(self):
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return super().as_dict() | prune_dict({
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"prefix": self.prefix,
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"min": self.min,
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"max": self.max,
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})
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class TemplateNames(_AutogrowTemplate):
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def __init__(self, input: Input, names: list[str], min: int=1):
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super().__init__(input)
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self.names = names[:Autogrow._MaxNames]
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assert(min >= 1)
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self.min = min
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self._create_cached_inputs()
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def as_dict(self):
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return super().as_dict() | prune_dict({
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"names": self.names,
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"min": self.min,
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})
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class Input(DynamicInput):
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def __init__(self, id: str, template: Autogrow.TemplatePrefix | Autogrow.TemplateNames,
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display_name: str=None, optional=False, tooltip: str=None, lazy: bool=None, extra_dict=None):
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super().__init__(id, display_name, optional, tooltip, lazy, extra_dict)
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# raise Exception("AutogrowDynamic is not implemented yet, and will likely be renamed for actual implementation.")
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self.template = template
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def as_dict(self):
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return super().as_dict() | prune_dict({
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"template": self.template.as_dict(),
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})
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def get_dynamic(self) -> list[Input]:
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curr_count = 1
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new_inputs = []
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for i in range(self.min):
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new_input = copy.copy(self.template_input)
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new_input.id = f"{new_input.id}{curr_count}_${self.id}_ag$"
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if new_input.display_name is not None:
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new_input.display_name = f"{new_input.display_name}{curr_count}"
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new_input.optional = self.optional or new_input.optional
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if isinstance(self.template_input, WidgetInput):
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new_input.force_input = True
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new_inputs.append(new_input)
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curr_count += 1
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# pretend to expand up to max
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for i in range(curr_count-1, self.max):
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new_input = copy.copy(self.template_input)
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new_input.id = f"{new_input.id}{curr_count}_${self.id}_ag$"
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if new_input.display_name is not None:
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new_input.display_name = f"{new_input.display_name}{curr_count}"
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new_input.optional = True
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if isinstance(self.template_input, WidgetInput):
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new_input.force_input = True
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new_inputs.append(new_input)
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curr_count += 1
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return new_inputs
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return self.template.get_all()
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def get_all(self) -> list[Input]:
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return [self] + self.template.get_all()
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def validate(self):
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self.template.validate()
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def add_to_dict_live_inputs(self, d: dict[str], live_inputs: dict[str], curr_prefix=''):
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curr_prefix = f"{curr_prefix}{self.id}."
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self.template.add_to_dict_live_inputs(d, live_inputs, curr_prefix)
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def add_dynamic_id_mapping(d: dict[str], inputs: list[Input], curr_prefix: str, self: DynamicInput=None):
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dynamic = d.setdefault("dynamic_data", {})
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