"""Utilities for Power Prompt nodes.""" import re import os import folder_paths from .log import log_node_warn, log_node_info def get_and_strip_loras(prompt, silent=False, log_node="Power Prompt"): """Collects and strips lora tags from a prompt.""" pattern = ']*?)(?::(-?\d*(?:\.\d*)?))?>' lora_paths = folder_paths.get_filename_list('loras') matches = re.findall(pattern, prompt) loras = [] unfound_loras = [] skipped_loras = [] for match in matches: tag_path = match[0] strength = float(match[1] if len(match) > 1 and len(match[1]) else 1.0) if strength == 0: if not silent: log_node_info(log_node, f'Skipping "{tag_path}" with strength of zero') skipped_loras.append({'lora': tag_path, 'strength': strength}) continue lora_path = get_lora_by_filename(tag_path, lora_paths, log_node=None if silent else log_node) if lora_path is None: unfound_loras.append({'lora': tag_path, 'strength': strength}) continue loras.append({'lora': lora_path, 'strength': strength}) return (re.sub(pattern, '', prompt), loras, skipped_loras, unfound_loras) # pylint: disable = too-many-return-statements, too-many-branches def get_lora_by_filename(file_path, lora_paths=None, log_node=None): """Returns a lora by filename, looking for exactl paths and then fuzzier matching.""" lora_paths = lora_paths if lora_paths is not None else folder_paths.get_filename_list('loras') if file_path in lora_paths: return file_path lora_paths_no_ext = [os.path.splitext(x)[0] for x in lora_paths] # See if we've entered the exact path, but without the extension if file_path in lora_paths_no_ext: found = lora_paths[lora_paths_no_ext.index(file_path)] return found # Same check, but ensure file_path is without extension. file_path_force_no_ext = os.path.splitext(file_path)[0] if file_path_force_no_ext in lora_paths_no_ext: found = lora_paths[lora_paths_no_ext.index(file_path_force_no_ext)] return found # See if we passed just the name, without paths. lora_filenames_only = [os.path.basename(x) for x in lora_paths] if file_path in lora_filenames_only: found = lora_paths[lora_filenames_only.index(file_path)] if log_node is not None: log_node_info(log_node, f'Matched Lora input "{file_path}" to "{found}".') return found # Same, but force the input to be without paths file_path_force_filename = os.path.basename(file_path) lora_filenames_only = [os.path.basename(x) for x in lora_paths] if file_path_force_filename in lora_filenames_only: found = lora_paths[lora_filenames_only.index(file_path_force_filename)] if log_node is not None: log_node_info(log_node, f'Matched Lora input "{file_path}" to "{found}".') return found # Check the filenames and without extension. lora_filenames_and_no_ext = [os.path.splitext(os.path.basename(x))[0] for x in lora_paths] if file_path in lora_filenames_and_no_ext: found = lora_paths[lora_filenames_and_no_ext.index(file_path)] if log_node is not None: log_node_info(log_node, f'Matched Lora input "{file_path}" to "{found}".') return found # And, one last forcing the input to be the same file_path_force_filename_and_no_ext = os.path.splitext(os.path.basename(file_path))[0] if file_path_force_filename_and_no_ext in lora_filenames_and_no_ext: found = lora_paths[lora_filenames_and_no_ext.index(file_path_force_filename_and_no_ext)] if log_node is not None: log_node_info(log_node, f'Matched Lora input "{file_path}" to "{found}".') return found # Finally, super fuzzy, we'll just check if the input exists in the path at all. for index, lora_path in enumerate(lora_paths): if file_path in lora_path: found = lora_paths[index] if log_node is not None: log_node_warn(log_node, f'Fuzzy-matched Lora input "{file_path}" to "{found}".') return found if log_node is not None: log_node_warn(log_node, f'Lora "{file_path}" not found, skipping.') return None