Files
aria1th-ComfyUI-LogicUtils/randomness.py
T
2023-12-13 10:32:51 +09:00

323 lines
11 KiB
Python

import random
from .autonode import node_wrapper, get_node_names_mappings, validate
classes = []
node = node_wrapper(classes)
@node
class UniformRandomFloat:
"""
Selects a random float from min to max
Fallbacks to default if min is greater than max
"""
def __init__(self):
pass
def generate(self, min_val, max_val, decimal_places, seed=0):
if min_val > max_val:
return min_val
instance = random.Random(seed)
value = instance.uniform(min_val, max_val)
# prune to decimal places - 0 = int, 1 = 1 decimal place,...
value = round(value, decimal_places)
#print(f"Selected {value} from {min_val} to {max_val}")
return (value,)
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"min_val": ("FLOAT", { "default": 0.0, "min": -999999999, "max": 999999999.0, "step": 0.02, "display": "number" }),
"max_val": ("FLOAT", { "default": 1.0, "min": -999999999, "max": 999999999.0, "step": 0.02, "display": "number" }),
"decimal_places": ("INT", { "default": 1, "min": 0, "max": 10, "step": 1, "display": "number" }),
"seed" : ("INT", { "default": 0, "min": 0, "max": 9999999999, "step": 1, "display": "number" }),
},
}
RETURN_TYPES = ("FLOAT",)
FUNCTION = "generate"
CATEGORY = "Logic Gates"
custom_name = "Uniform Random Float"
@node
class UniformRandomInt:
"""
Selects a random int from min to max
Fallbacks to default if min is greater than max
"""
def __init__(self):
pass
def generate(self, min_val, max_val, seed=0):
if min_val > max_val:
return min_val
instance = random.Random(seed)
value = instance.randint(min_val, max_val)
#print(f"Selected {value} from {min_val} to {max_val}")
return (value,)
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"min_val": ("INT", { "default": 0, "min": -999999999, "max": 999999999, "step": 1, "display": "number" }),
"max_val": ("INT", { "default": 1, "min": -999999999, "max": 999999999, "step": 1, "display": "number" }),
"seed" : ("INT", { "default": 0, "min": 0, "max": 9999999999, "step": 1, "display": "number" }),
},
}
RETURN_TYPES = ("INT",)
FUNCTION = "generate"
CATEGORY = "Logic Gates"
custom_name = "Uniform Random Int"
@node
class UniformRandomChoice:
"""
Parses input string with separator '$' and returns a random choice
separator can be changed in the input
"""
def __init__(self):
pass
def generate(self, input_string, separator, seed=0):
instance = random.Random(seed)
choices = input_string.split(separator)
value = instance.choice(choices)
return (value,)
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"input_string": ("STRING", { "default": "a$b$c", "display": "text" }),
"separator": ("STRING", { "default": "$", "display": "text" }),
"seed" : ("INT", { "default": 0, "min": 0, "max": 9999999999, "step": 1, "display": "number" }),
},
}
RETURN_TYPES = ("STRING",)
FUNCTION = "generate"
CATEGORY = "Logic Gates"
custom_name = "Uniform Random Choice"
@node
class ManualChoiceString:
"""
Parses input string with separator '$' and returns a random choice
separator can be changed in the input
Accepts index of choice as input
"""
def __init__(self):
pass
def generate(self, input_string, separator, index):
choices = input_string.split(separator)
value = choices[index]
return (value,)
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"input_string": ("STRING", { "default": "a$b$c", "display": "text" }),
"separator": ("STRING", { "default": "$", "display": "text" }),
"index": ("INT", { "default": 0, "min": 0, "max": 9999999999, "step": 1, "display": "number" }),
},
}
RETURN_TYPES = ("STRING",)
FUNCTION = "generate"
CATEGORY = "Logic Gates"
custom_name = "Manual Choice String"
@node
class ManualChoiceInt:
"""
Parses input string with separator '$' and returns a random choice
Returns as int
separator can be changed in the input
Accepts index of choice as input
"""
def __init__(self):
pass
def generate(self, input_string, separator, index):
choices = input_string.split(separator)
value = int(choices[index])
return (value,)
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"input_string": ("STRING", { "default": "1$2$3", "display": "text" }),
"separator": ("STRING", { "default": "$", "display": "text" }),
"index": ("INT", { "default": 0, "min": 0, "max": 9999999999, "step": 1, "display": "number" }),
},
}
RETURN_TYPES = ("INT",)
FUNCTION = "generate"
CATEGORY = "Logic Gates"
custom_name = "Manual Choice Int"
@node
class ManualChoiceFloat:
"""
Parses input string with separator '$' and returns a random choice
Returns as float
separator can be changed in the input
Accepts index of choice as input
"""
def __init__(self):
pass
def generate(self, input_string, separator, index):
choices = input_string.split(separator)
value = float(choices[index])
return (value,)
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"input_string": ("STRING", { "default": "1.0$2.0$3.0", "display": "text" }),
"separator": ("STRING", { "default": "$", "display": "text" }),
"index": ("INT", { "default": 0, "min": 0, "max": 9999999999, "step": 1, "display": "number" }),
},
}
RETURN_TYPES = ("FLOAT",)
FUNCTION = "generate"
CATEGORY = "Logic Gates"
custom_name = "Manual Choice Float"
@node
class RandomShuffleInt:
"""
Get the shuffled list of integers from start to end
Input types and output types are lists of ints
"""
def __init__(self):
pass
def generate(self, input_string, separator, seed=0):
instance = random.Random(seed)
choices = input_string.split(separator)
# shuffle the list
instance.shuffle(choices)
return (choices,)
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"input_string": ("STRING", { "default": "1$2$3", "display": "text" }),
"separator": ("STRING", { "default": "$", "display": "text" }),
"seed" : ("INT", { "default": 0, "min": 0, "max": 9999999999, "step": 1, "display": "number" }),
},
}
RETURN_TYPES = ("STRING",)
FUNCTION = "generate"
CATEGORY = "Logic Gates"
custom_name = "Random Shuffle Int"
@node
class RandomShuffleFloat:
"""
Get the shuffled list of floats from start to end
Input types and output types are lists of floats
"""
def __init__(self):
pass
def generate(self, input_string, separator, seed=0):
instance = random.Random(seed)
choices = input_string.split(separator)
# shuffle the list
instance.shuffle(choices)
return (choices,)
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"input_string": ("STRING", { "default": "1.0$2.0$3.0", "display": "text" }),
"separator": ("STRING", { "default": "$", "display": "text" }),
"seed" : ("INT", { "default": 0, "min": 0, "max": 9999999999, "step": 1, "display": "number" }),
},
}
RETURN_TYPES = ("STRING",)
FUNCTION = "generate"
CATEGORY = "Logic Gates"
custom_name = "Random Shuffle Float"
@node
class RandomShuffleString:
"""
Get the shuffled list of strings from start to end
Input types and output types are lists of strings
"""
def __init__(self):
pass
def generate(self, input_string, separator, seed=0):
instance = random.Random(seed)
choices = input_string.split(separator)
# shuffle the list
instance.shuffle(choices)
return (choices,)
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"input_string": ("STRING", { "default": "a$b$c", "display": "text" }),
"separator": ("STRING", { "default": "$", "display": "text" }),
"seed" : ("INT", { "default": 0, "min": 0, "max": 9999999999, "step": 1, "display": "number" }),
},
}
RETURN_TYPES = ("STRING",)
FUNCTION = "generate"
CATEGORY = "Logic Gates"
custom_name = "Random Shuffle String"
@node
class YieldableIteratorString:
"""
Yields sequentially from the input list (with separator)
If reset is True, then it starts from the beginning
"""
def __init__(self):
self.index = 0
def generate(self, input_string, separator, reset):
choices = input_string.split(separator)
if reset:
self.index = 0
else:
self.index += 1
if self.index >= len(choices):
self.index = 0
value = choices[self.index]
return (value,)
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"input_string": ("STRING", { "default": "a$b$c", "display": "text" }),
"separator": ("STRING", { "default": "$", "display": "text" }),
"reset": ("INT", { "default": 0, "min": 0, "max": 1, "step": 1, "display": "number" }),
},
}
RETURN_TYPES = ("STRING",)
FUNCTION = "generate"
CATEGORY = "Logic Gates"
custom_name = "Yieldable Iterator String"
@node
class YieldableIteratorInt:
"""
Yields sequentially with start, end, step
Resets if reset is True
"""
RETURN_TYPES = ("INT",)
FUNCTION = "generate"
CATEGORY = "Logic Gates"
custom_name = "Yieldable (Sequential) Iterator Int"
def __init__(self):
self.iterator = None
def generate(self, start, end, step, reset):
if reset:
self.iterator = None
if self.iterator is None:
self.iterator = range(start, end, step)
try:
value = next(self.iterator)
except StopIteration:
self.iterator = range(start, end, step)
value = next(self.iterator)
return (value,)
@classmethod
def INPUT_TYPES(s):
return {
"required": {
"start": ("INT", { "default": 0, "min": 0, "max": 9999999999, "step": 1, "display": "number" }),
"end": ("INT", { "default": 10, "min": 0, "max": 9999999999, "step": 1, "display": "number" }),
"step": ("INT", { "default": 1, "min": 0, "max": 9999999999, "step": 1, "display": "number" }),
"reset": ("INT", { "default": 0, "min": 0, "max": 1, "step": 1, "display": "number" }),
},
}
CLASS_MAPPINGS, CLASS_NAMES = get_node_names_mappings(classes)
validate(classes)