from tkinter import filedialog, Tk import os import gradio as gr from easygui import msgbox import shutil def get_dir_and_file(file_path): dir_path, file_name = os.path.split(file_path) return (dir_path, file_name) def has_ext_files(directory, extension): # Iterate through all the files in the directory for file in os.listdir(directory): # If the file name ends with extension, return True if file.endswith(extension): return True # If no extension files were found, return False return False def get_file_path(file_path='', defaultextension='.json', extension_name='Config files'): current_file_path = file_path # print(f'current file path: {current_file_path}') initial_dir, initial_file = get_dir_and_file(file_path) root = Tk() root.wm_attributes('-topmost', 1) root.withdraw() file_path = filedialog.askopenfilename( filetypes=((f'{extension_name}', f'{defaultextension}'), ('All files', '*')), defaultextension=defaultextension, initialfile=initial_file, initialdir=initial_dir ) root.destroy() if file_path == '': file_path = current_file_path return file_path def get_any_file_path(file_path=''): current_file_path = file_path # print(f'current file path: {current_file_path}') initial_dir, initial_file = get_dir_and_file(file_path) root = Tk() root.wm_attributes('-topmost', 1) root.withdraw() file_path = filedialog.askopenfilename(initialdir=initial_dir, initialfile=initial_file,) root.destroy() if file_path == '': file_path = current_file_path return file_path def remove_doublequote(file_path): if file_path != None: file_path = file_path.replace('"', '') return file_path def get_folder_path(folder_path=''): current_folder_path = folder_path initial_dir, initial_file = get_dir_and_file(folder_path) root = Tk() root.wm_attributes('-topmost', 1) root.withdraw() folder_path = filedialog.askdirectory(initialdir=initial_dir) root.destroy() if folder_path == '': folder_path = current_folder_path return folder_path def get_saveasfile_path(file_path='', defaultextension='.json', extension_name='Config files'): current_file_path = file_path # print(f'current file path: {current_file_path}') initial_dir, initial_file = get_dir_and_file(file_path) root = Tk() root.wm_attributes('-topmost', 1) root.withdraw() save_file_path = filedialog.asksaveasfile( filetypes=((f'{extension_name}', f'{defaultextension}'), ('All files', '*')), defaultextension=defaultextension, initialdir=initial_dir, initialfile=initial_file, ) root.destroy() # print(save_file_path) if save_file_path == None: file_path = current_file_path else: print(save_file_path.name) file_path = save_file_path.name # print(file_path) return file_path def get_saveasfilename_path(file_path='', extensions='*', extension_name='Config files'): current_file_path = file_path # print(f'current file path: {current_file_path}') initial_dir, initial_file = get_dir_and_file(file_path) root = Tk() root.wm_attributes('-topmost', 1) root.withdraw() save_file_path = filedialog.asksaveasfilename(filetypes=((f'{extension_name}', f'{extensions}'), ('All files', '*')), defaultextension=extensions, initialdir=initial_dir, initialfile=initial_file, ) root.destroy() if save_file_path == '': file_path = current_file_path else: # print(save_file_path) file_path = save_file_path return file_path def add_pre_postfix( folder='', prefix='', postfix='', caption_file_ext='.caption' ): if not has_ext_files(folder, caption_file_ext): msgbox(f'No files with extension {caption_file_ext} were found in {folder}...') return if prefix == '' and postfix == '': return files = [f for f in os.listdir(folder) if f.endswith(caption_file_ext)] if not prefix == '': prefix = f'{prefix} ' if not postfix == '': postfix = f' {postfix}' for file in files: with open(os.path.join(folder, file), 'r+') as f: content = f.read() content = content.rstrip() f.seek(0, 0) f.write(f'{prefix}{content}{postfix}') f.close() def find_replace( folder='', caption_file_ext='.caption', find='', replace='' ): print('Running caption find/replace') if not has_ext_files(folder, caption_file_ext): msgbox(f'No files with extension {caption_file_ext} were found in {folder}...') return if find == '': return files = [f for f in os.listdir(folder) if f.endswith(caption_file_ext)] for file in files: with open(os.path.join(folder, file), 'r') as f: content = f.read() f.close content = content.replace(find, replace) with open(os.path.join(folder, file), 'w') as f: f.write(content) f.close() def color_aug_changed(color_aug): if color_aug: msgbox('Disabling "Cache latent" because "Color augmentation" has been selected...') return gr.Checkbox.update(value=False, interactive=False) else: return gr.Checkbox.update(value=True, interactive=True) def save_inference_file(output_dir, v2, v_parameterization, output_name): # List all files in the directory files = os.listdir(output_dir) # Iterate over the list of files for file in files: # Check if the file starts with the value of output_name if file.startswith(output_name): # Check if it is a file or a directory if os.path.isfile(os.path.join(output_dir, file)): # Split the file name and extension file_name, ext = os.path.splitext(file) # Copy the v2-inference-v.yaml file to the current file, with a .yaml extension if v2 and v_parameterization: print(f'Saving v2-inference-v.yaml as {output_dir}/{file_name}.yaml') shutil.copy( f'./v2_inference/v2-inference-v.yaml', f'{output_dir}/{file_name}.yaml', ) elif v2: print(f'Saving v2-inference.yaml as {output_dir}/{file_name}.yaml') shutil.copy( f'./v2_inference/v2-inference.yaml', f'{output_dir}/{file_name}.yaml', ) def set_pretrained_model_name_or_path_input(value, v2, v_parameterization): # define a list of substrings to search for substrings_v2 = [ 'stabilityai/stable-diffusion-2-1-base', 'stabilityai/stable-diffusion-2-base', ] # check if $v2 and $v_parameterization are empty and if $pretrained_model_name_or_path contains any of the substrings in the v2 list if str(value) in substrings_v2: print('SD v2 model detected. Setting --v2 parameter') v2 = True v_parameterization = False return value, v2, v_parameterization # define a list of substrings to search for v-objective substrings_v_parameterization = [ 'stabilityai/stable-diffusion-2-1', 'stabilityai/stable-diffusion-2', ] # check if $v2 and $v_parameterization are empty and if $pretrained_model_name_or_path contains any of the substrings in the v_parameterization list if str(value) in substrings_v_parameterization: print( 'SD v2 v_parameterization detected. Setting --v2 parameter and --v_parameterization' ) v2 = True v_parameterization = True return value, v2, v_parameterization # define a list of substrings to v1.x substrings_v1_model = [ 'CompVis/stable-diffusion-v1-4', 'runwayml/stable-diffusion-v1-5', ] if str(value) in substrings_v1_model: v2 = False v_parameterization = False return value, v2, v_parameterization if value == 'custom': value = '' v2 = False v_parameterization = False return value, v2, v_parameterization