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FrameNodes.py
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FrameNodes.py
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class StringConcatenate:
def __init__(self):
pass
defaultPrompt = """"0" :"",
"12" :"",
"24" :"",
"36" :"",
"48" :"",
"60" :"",
"72" :"",
"84" :"",
"96" :"",
"108" :"",
"120" :""
"""
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"text_a": ("STRING", {"forceInput": True, "multiline": True, "default": ""}),
"frame_a": ("INT", {"default": 0}),
"text_b": ("STRING", {"forceInput": True, "multiline": True, "default": ""}),
"frame_b": ("INT", {"default": 12})
},
"optional": {
"text_c": ("STRING", {"forceInput": True, "multiline": True, "default": ""}),
"frame_c": ("INT", {"default": 24}),
"text_d": ("STRING", {"forceInput": True, "multiline": True, "default": ""}),
"frame_d": ("INT", {"default": 36}),
"text_e": ("STRING", {"forceInput": True, "multiline": True, "default": ""}),
"frame_e": ("INT", {"default": 48}),
"text_f": ("STRING", {"forceInput": True, "multiline": True, "default": ""}),
"frame_f": ("INT", {"default": 60}),
"text_g": ("STRING", {"forceInput": True, "multiline": True, "default": ""}),
"frame_g": ("INT", {"default": 72})
}
}
RETURN_TYPES = ("STRING",)
FUNCTION = "frame_concatenate_list"
CATEGORY = "FizzNodes π
π
π
/FrameNodes"
def frame_concatenate_list(self, text_a, frame_a, text_b, frame_b, text_c=None, frame_c=None, text_d=None,
frame_d=None, text_e=None, frame_e=None, text_f=None, frame_f=None, text_g=None,
frame_g=None):
text_a = text_a.replace('\n', '')
text_b = text_b.replace('\n', '')
text_c = text_c.replace('\n', '') if text_c is not None else None
text_d = text_d.replace('\n', '') if text_d is not None else None
text_e = text_e.replace('\n', '') if text_e is not None else None
text_f = text_f.replace('\n', '') if text_f is not None else None
text_g = text_g.replace('\n', '') if text_g is not None else None
text_list = f'"{frame_a}": "{text_a}",'
text_list += f'"{frame_b}": "{text_b}",'
if frame_c is not None and text_c is not None:
text_list += f'"{frame_c}": "{text_c}",'
if frame_d is not None and text_d is not None:
text_list += f'"{frame_d}": "{text_d}",'
if frame_e is not None and text_e is not None:
text_list += f'"{frame_e}": "{text_e}",'
if frame_f is not None and text_f is not None:
text_list += f'"{frame_f}": "{text_f}",'
if frame_g is not None and text_g is not None:
text_list += f'"{frame_g}": "{text_g}",'
return (text_list,)
class InitNodeFrame:
def __init__(self):
self.frames = {}
self.thisFrame = {}
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"frame": ("INT", {"default": 0, "min": 0}),
"positive_text": ("STRING", {"multiline": True}),
},
"optional": {
"negative_text": ("STRING", {"multiline": True}),
"general_positive": ("STRING", {"multiline": True}),
"general_negative": ("STRING", {"multiline": True}),
"previous_frame": ("FIZZFRAME", {"forceInput": True}),
"clip": ("CLIP",),
}
}
RETURN_TYPES = ("FIZZFRAME","CONDITIONING","CONDITIONING",)
RETURN_NAMES = ("FIZZFRAME","POS_COND","NEG_COND",)
FUNCTION = "create_frame"
CATEGORY = "FizzNodes π
π
π
/FrameNodes"
def create_frame(self, frame, positive_text, negative_text=None, general_positive=None, general_negative=None, previous_frame=None, clip=None):
new_frame = {
"positive_text": positive_text,
"negative_text": negative_text,
}
if previous_frame:
prev_frame = previous_frame.thisFrame
new_frame["general_positive"] = prev_frame["general_positive"]
new_frame["general_negative"] = prev_frame["general_negative"]
new_frame["clip"] = prev_frame["clip"]
self.frames = previous_frame.frames
if general_positive:
new_frame["general_positive"] = general_positive
if general_negative:
new_frame["general_negative"] = general_negative
new_positive_text = f"{positive_text}, {new_frame['general_positive']}"
new_negative_text = f"{negative_text}, {new_frame['general_negative']}"
if clip:
new_frame["clip"] = clip
pos_tokens = new_frame["clip"].tokenize(new_positive_text)
pos_cond, pos_pooled = new_frame["clip"].encode_from_tokens(pos_tokens, return_pooled=True)
new_frame["pos_conditioning"] = {"cond": pos_cond, "pooled": pos_pooled}
neg_tokens = new_frame["clip"].tokenize(new_negative_text)
neg_cond, neg_pooled = new_frame["clip"].encode_from_tokens(neg_tokens, return_pooled=True)
new_frame["neg_conditioning"] = {"cond": neg_cond, "pooled": neg_pooled}
self.frames[frame] = new_frame
self.thisFrame = new_frame
return (self, [[pos_cond, {"pooled_output": pos_pooled}]], [[neg_cond, {"pooled_output": neg_pooled}]])
class NodeFrame:
def __init__(self):
self.frames = {}
self.thisFrame = {}
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"frame": ("INT", {"default": 0, "min": 0}),
"previous_frame": ("FIZZFRAME", {"forceInput": True}),
"positive_text": ("STRING", {"multiline": True}),
},
"optional": {
"negative_text": ("STRING", {"multiline": True}),
}
}
RETURN_TYPES = ("FIZZFRAME","CONDITIONING","CONDITIONING",)
RETURN_NAMES = ("FIZZFRAME","POS_COND","NEG_COND",)
FUNCTION = "create_frame"
CATEGORY = "FizzNodes π
π
π
/FrameNodes"
def create_frame(self, frame, previous_frame, positive_text, negative_text=None):
self.frames = previous_frame.frames
prev_frame = previous_frame.thisFrame
new_positive_text = f"{positive_text}, {prev_frame['general_positive']}"
new_negative_text = f"{negative_text}, {prev_frame['general_negative']}"
pos_tokens = prev_frame["clip"].tokenize(new_positive_text)
pos_cond, pos_pooled = prev_frame["clip"].encode_from_tokens(pos_tokens, return_pooled=True)
neg_tokens = prev_frame["clip"].tokenize(new_negative_text)
neg_cond, neg_pooled = prev_frame["clip"].encode_from_tokens(neg_tokens, return_pooled=True)
new_frame = {
"positive_text": positive_text,
"negative_text": negative_text,
"general_positive": prev_frame["general_positive"],
"general_negative": prev_frame["general_negative"],
"clip": prev_frame["clip"],
"pos_conditioning": {"cond": pos_cond, "pooled": pos_pooled},
"neg_conditioning": {"cond": neg_cond, "pooled": neg_pooled},
}
self.thisFrame = new_frame
self.frames[frame] = new_frame
return (self, [[pos_cond, {"pooled_output": pos_pooled}]], [[neg_cond, {"pooled_output": neg_pooled}]])
class FrameConcatenate:
def __init__(self):
pass
@classmethod
def INPUT_TYPES(cls):
return {
"required": {
"frame": ("FIZZFRAME", {"forceInput": True})
},
}
RETURN_TYPES = ("STRING",)
FUNCTION = "frame_concatenate"
CATEGORY = "FizzNodes π
π
π
/FrameNodes"
def frame_concatenate(self, frame):
text_list = ""
for frame_digit in frame.frames:
new_frame = frame.frames[frame_digit]
text_list += f'"{frame_digit}": "{new_frame["positive_text"]}'
if new_frame.get("general_positive"):
text_list += f', {new_frame["general_positive"]}'
if new_frame.get("negative_text") or new_frame.get("general_negative"):
text_list += f', --neg '
if new_frame.get("negative_text"):
text_list += f', {new_frame["negative_text"]}'
if new_frame.get("general_negative"):
text_list += f', {new_frame["general_negative"]}'
text_list += f'",\n'
text_list = text_list[:-2]
return (text_list,)