import comfy.utils import custom_nodes.Derfuu_Nodes.types as type import custom_nodes.Derfuu_Nodes.fields as field import math from custom_nodes.Derfuu_Nodes.tree import TREE_FUNCTIONS class Int2Float: def __init__(self): pass @classmethod def INPUT_TYPES(cls): return { "required": { "INT": (type.INT,), } } RETURN_TYPES = (type.FLOAT,) FUNCTION = "get_value" CATEGORY = TREE_FUNCTIONS def get_value(self, INT): return (float(INT),) class CeilNode: def __init__(self) -> None: pass @classmethod def INPUT_TYPES(cls): return { "required": { "FLOAT": (type.FLOAT,), } } RETURN_TYPES = (type.INT,) FUNCTION = "get_value" CATEGORY = TREE_FUNCTIONS def get_value(self, FLOAT): total = int(math.ceil(FLOAT)) return (total,) class FloorNode: def __init__(self) -> None: pass @classmethod def INPUT_TYPES(cls): return { "required": { "FLOAT": (type.FLOAT,), } } RETURN_TYPES = (type.INT,) FUNCTION = "get_value" CATEGORY = TREE_FUNCTIONS def get_value(self, FLOAT): total = int(math.floor(FLOAT)) return (total,) class Float2Tuple: def __init__(self) -> None: pass @classmethod def INPUT_TYPES(cls): return { "required": { "FLOAT_A": (type.FLOAT,), "FLOAT_B": (type.FLOAT,), "Ceil2Int": ([False, True],), } } RETURN_TYPES = (type.TUPLE,) CATEGORY = TREE_FUNCTIONS FUNCTION = 'get_tuple' def get_tuple(self, FLOAT_A=0, FLOAT_B=0, Ceil2Int="false"): if Ceil2Int == "true": FLOAT_A = math.ceil(FLOAT_A) FLOAT_B = math.ceil(FLOAT_B) return ((FLOAT_A, FLOAT_B),) class Tuple2Float: def __init__(self) -> None: pass @classmethod def INPUT_TYPES(cls): return { "required": { "TUPLE": (type.TUPLE,), } } RETURN_TYPES = (type.FLOAT, type.FLOAT,) CATEGORY = TREE_FUNCTIONS FUNCTION = 'get_tuple' def get_tuple(self, TUPLE): return (TUPLE[0], TUPLE[1],) class GetLatentSize: def __init__(self) -> None: pass @classmethod def INPUT_TYPES(cls): return { "required": { "LATENT": (type.LATENT,), "ORIGINAL_VALUES": ([False, True],), } } RETURN_TYPES = (type.TUPLE,) CATEGORY = TREE_FUNCTIONS FUNCTION = 'get_size' def get_size(self, LATENT, ORIGINAL_VALUES=False): lc = LATENT.copy() size = lc["samples"].shape[3], lc["samples"].shape[2] if ORIGINAL_VALUES == False: size = size[0] * 8, size[1] * 8 return (size,) class GetImageSize: def __init__(self) -> None: pass @classmethod def INPUT_TYPES(cls): return { "required": { "IMAGE": (type.IMAGE,), } } RETURN_TYPES = (type.TUPLE,) CATEGORY = TREE_FUNCTIONS FUNCTION = 'get_size' def get_size(self, IMAGE): samples = IMAGE.movedim(-1, 1) size = samples.shape[3], samples.shape[2] # size = size.movedim(1, -1) return (size,)