KohyaSS/library/common_gui.py

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