import random import nodes import server from enum import Enum from . import prompt_support from aiohttp import web @server.PromptServer.instance.routes.get("/inspire/prompt_builder") def prompt_builder(request): result = {"presets": []} if "category" in request.rel_url.query: category = request.rel_url.query["category"] if category in prompt_support.prompt_builder_preset: result['presets'] = prompt_support.prompt_builder_preset[category] return web.json_response(result) class SGmode(Enum): FIX = 1 INCR = 2 DECR = 3 RAND = 4 class SeedGenerator: def __init__(self, base_value, action): self.base_value = base_value if action == "fixed" or action == "increment" or action == "decrement" or action == "randomize": self.action = SGmode.FIX elif action == 'increment for each node': self.action = SGmode.INCR elif action == 'decrement for each node': self.action = SGmode.DECR elif action == 'randomize for each node': self.action = SGmode.RAND def next(self): seed = self.base_value if self.action == SGmode.INCR: self.base_value += 1 if self.base_value > 1125899906842624: self.base_value = 0 elif self.action == SGmode.DECR: self.base_value -= 1 if self.base_value < 0: self.base_value = 1125899906842624 elif self.action == SGmode.RAND: self.base_value = random.randint(0, 1125899906842624) return seed def control_seed(v): action = v['inputs']['action'] value = v['inputs']['value'] if action == 'increment' or action == 'increment for each node': value += 1 if value > 1125899906842624: value = 0 elif action == 'decrement' or action == 'decrement for each node': value -= 1 if value < 0: value = 1125899906842624 elif action == 'randomize' or action == 'randomize for each node': value = random.randint(0, 1125899906842624) v['inputs']['value'] = value return value def prompt_seed_update(json_data): try: seed_widget_map = json_data['extra_data']['extra_pnginfo']['workflow']['seed_widgets'] except: return None seed_widget_map = json_data['extra_data']['extra_pnginfo']['workflow']['seed_widgets'] value = None mode = None node = None action = None for k, v in json_data['prompt'].items(): if 'class_type' not in v: continue cls = v['class_type'] if cls == 'GlobalSeed //Inspire': mode = v['inputs']['mode'] action = v['inputs']['action'] value = v['inputs']['value'] node = k, v # control before generated if mode is not None and mode: value = control_seed(node[1]) if value is not None: seed_generator = SeedGenerator(value, action) for k, v in json_data['prompt'].items(): for k2, v2 in v['inputs'].items(): if isinstance(v2, str) and '$GlobalSeed.value$' in v2: v['inputs'][k2] = v2.replace('$GlobalSeed.value$', str(value)) if k not in seed_widget_map: continue if 'seed' in v['inputs']: if isinstance(v['inputs']['seed'], int): v['inputs']['seed'] = seed_generator.next() if 'noise_seed' in v['inputs']: if isinstance(v['inputs']['noise_seed'], int): v['inputs']['noise_seed'] = seed_generator.next() for k2, v2 in v['inputs'].items(): if isinstance(v2, str) and '$GlobalSeed.value$' in v2: v['inputs'][k2] = v2.replace('$GlobalSeed.value$', str(value)) # control after generated if mode is not None and not mode: control_seed(node[1]) return value is not None def workflow_seed_update(json_data): nodes = json_data['extra_data']['extra_pnginfo']['workflow']['nodes'] seed_widget_map = json_data['extra_data']['extra_pnginfo']['workflow']['seed_widgets'] prompt = json_data['prompt'] updated_seed_map = {} value = None for node in nodes: node_id = str(node['id']) if node_id in prompt: if node['type'] == 'GlobalSeed //Inspire': value = prompt[node_id]['inputs']['value'] node['widgets_values'][0] = value elif node_id in seed_widget_map: widget_idx = seed_widget_map[node_id] if 'noise_seed' in prompt[node_id]['inputs']: seed = prompt[node_id]['inputs']['noise_seed'] else: seed = prompt[node_id]['inputs']['seed'] node['widgets_values'][widget_idx] = seed updated_seed_map[node_id] = seed server.PromptServer.instance.send_sync("inspire-global-seed", {"id": node_id, "value": value, "seed_map": updated_seed_map}) def workflow_loadimage_update(json_data): prompt = json_data['prompt'] for v in prompt.values(): if 'class_type' in v and v['class_type'] == 'LoadImage //Inspire': v['inputs']['image'] = "#DATA" def populate_wildcards(json_data): prompt = json_data['prompt'] if 'ImpactWildcardProcessor' in nodes.NODE_CLASS_MAPPINGS: if not hasattr(nodes.NODE_CLASS_MAPPINGS['ImpactWildcardProcessor'], 'process'): print(f"[Inspire Pack] Your Impact Pack is outdated. Please update to the latest version.") return wildcard_process = nodes.NODE_CLASS_MAPPINGS['ImpactWildcardProcessor'].process updated_widget_values = {} for k, v in prompt.items(): if 'class_type' in v and v['class_type'] == 'WildcardEncode //Inspire': inputs = v['inputs'] if inputs['mode'] and isinstance(inputs['populated_text'], str): if isinstance(inputs['seed'], list): try: input_node = prompt[inputs['seed'][0]] if input_node['class_type'] == 'ImpactInt': input_seed = int(input_node['inputs']['value']) if not isinstance(input_seed, int): continue else: print( f"[Impact Pack] Only ImpactInt and Primitive Node are allowed as the seed for '{v['class_type']}'. It will be ignored. ") continue except: continue else: input_seed = int(inputs['seed']) inputs['populated_text'] = wildcard_process(text=inputs['wildcard_text'], seed=input_seed) inputs['mode'] = False server.PromptServer.instance.send_sync("inspire-node-feedback", {"node_id": k, "widget_name": "populated_text", "type": "text", "data": inputs['populated_text']}) updated_widget_values[k] = inputs['populated_text'] if 'extra_data' in json_data and 'extra_pnginfo' in json_data['extra_data']: for node in json_data['extra_data']['extra_pnginfo']['workflow']['nodes']: key = str(node['id']) if key in updated_widget_values: node['widgets_values'][3] = updated_widget_values[key] node['widgets_values'][4] = False def onprompt(json_data): prompt_support.list_counter_map = {} is_changed = prompt_seed_update(json_data) if is_changed: workflow_seed_update(json_data) workflow_loadimage_update(json_data) populate_wildcards(json_data) return json_data server.PromptServer.instance.add_on_prompt_handler(onprompt) NODE_CLASS_MAPPINGS = {} NODE_DISPLAY_NAME_MAPPINGS = {}