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import argparse
import binascii
# 自定义类型转换函数
def str_to_bool(value):
if value.lower() in ('yes', 'true', 't', 'y', '1'):
return True
elif value.lower() in ('no', 'false', 'f', 'n', '0'):
return False
else:
raise argparse.ArgumentTypeError('Invalid boolean value: {}'.format(value))
# 创建参数解析器
parser = argparse.ArgumentParser()
parser.add_argument('--UI', type=str)
parser.add_argument('--Version', type=str)
parser.add_argument('--ControlNet', type=str)
parser.add_argument('--Roop', type=str_to_bool)
parser.add_argument('--Drive_Map', type=str_to_bool)
parser.add_argument('--Key_words', type=str_to_bool)
parser.add_argument('--SadTalker', type=str_to_bool)
# 解析命令行参数
args = parser.parse_args()
UI = args.UI
Roop = args.Roop
Version = args.Version
ControlNet = args.ControlNet
Drive_Map = args.Drive_Map
Key_words = args.Key_words
SadTalker = args.SadTalker
################################################################################################################################################
import sys
import os
import base64
import importlib.util
from IPython import get_ipython
from IPython.display import clear_output
from google.colab import drive
import tensorflow as tf
# 检测是否为GPU运行
print("TensorFlow version:", tf.__version__)
if tf.test.gpu_device_name():
drive.mount('/content/drive')
else:
raise Exception("\n请在《代码执行程序》-《更改运行时类型》-设置为GPU~")
# w = base64.b64decode(("d2VidWk=").encode('ascii')).decode('ascii')
# sdw = base64.b64decode(("c3RhYmxlLWRpZmZ1c2lvbi13ZWJ1aQ==").encode('ascii')).decode('ascii')
sdw = binascii.unhexlify("737461626c652d646966667573696f6e2d7765627569").decode('ascii')
w = binascii.unhexlify("7765627569").decode('ascii')
wb = f'/content/{sdw}'
gwb = f'/content/drive/MyDrive/{sdw}'
get_ipython().run_line_magic('cd', '/content')
get_ipython().run_line_magic('env', 'TF_CPP_MIN_LOG_LEVEL=1')
# 云盘同步
def cloudDriveSync(cloudPath, localPath='', sync=False):
# 云盘没有目录
if not os.path.exists(cloudPath):
# 创建云盘目录
get_ipython().system(f'mkdir {cloudPath}')
# 是否要同步
if not sync:
return
# 删除本地目录
get_ipython().system(f'rm -rf {localPath}')
# 链接云盘目录
get_ipython().system(f'ln -s {cloudPath} {localPath}')
# 初始化云盘
def initCloudDrive():
cloudDriveSync(f'{gwb}')
cloudDriveSync(f'{gwb}/Config')
cloudDriveSync(f'{gwb}/models', f'{wb}/models/Stable-diffusion', Drive_Map)
cloudDriveSync(f'{gwb}/Lora', f'{wb}/models/Lora', Drive_Map)
# cloudDriveSync(f'{gwb}/LyCORIS', f'{wb}/models/LyCORIS', Drive_Map)
cloudDriveSync(f'{gwb}/VAE', f'{wb}/models/VAE', Drive_Map)
cloudDriveSync(f'{gwb}/outputs', f'{wb}/outputs', Drive_Map)
cloudDriveSync(f'{gwb}/embeddings', f'{wb}/embeddings/negative', Drive_Map)
# 云盘没有配置文件
if not os.path.exists(f'{gwb}/Config/config.json'):
get_ipython().system(f'wget -O {gwb}/Config/config.json "https://huggingface.co/wageguagua/sd_config/raw/main/config.json"')
# clong git
def gitDownload(url, localPath):
if os.path.exists(localPath):
return
get_ipython().system(f'git clone {url} {localPath}')
# 安装附加功能
def installAdditional():
# 安装扩展
urls = [
f'https://github.com/camenduru/{sdw}-images-browser',
f'https://github.com/camenduru/{sdw}-huggingface',
f'https://github.com/camenduru/sd-civitai-browser',
f'https://github.com/kohya-ss/sd-{w}-additional-networks',
f'https://github.com/fkunn1326/openpose-editor',
f'https://github.com/jexom/sd-{w}-depth-lib',
f'https://github.com/hnmr293/posex',
f'https://github.com/nonnonstop/sd-{w}-3d-open-pose-editor',
f'https://github.com/camenduru/sd-{w}-tunnels',
f'https://github.com/etherealxx/batchlinks-{w}',
f'https://github.com/camenduru/{sdw}-catppuccin',
f'https://github.com/AUTOMATIC1111/{sdw}-rembg',
f'https://github.com/ashen-sensored/{sdw}-two-shot',
f'https://github.com/thomasasfk/sd-{w}-aspect-ratio-helper',
# f'https://github.com/tjm35/asymmetric-tiling-sd-{w}',
f'https://github.com/s9roll7/ebsynth_utility',
# f'https://github.com/hako-mikan/sd-{w}-lora-block-weight',
# f'https://github.com/hako-mikan/sd-{w}-supermerger',
f'https://github.com/a2569875/{sdw}-composable-lora',
# f'https://github.com/camenduru/a1111-sd-{w}-locon',
f'https://github.com/KohakuBlueleaf/a1111-sd-{w}-lycoris',
# f'https://github.com/deforum-art/deforum-for-automatic1111-{w}',
# f'https://github.com/camenduru/sd_{w}_stealth_pnginfo',
# f'https://github.com/Scholar01/sd-{w}-mov2mov',
]
for url in urls:
filename = url.split('/')[-1]
if 'github' in url:
get_ipython().system(f'git clone {url} {wb}/extensions/{filename}')
get_ipython().system(f'wget https://raw.githubusercontent.com/camenduru/{sdw}-scripts/main/run_n_times.py -O {wb}/scripts/run_n_times.py')
get_ipython().system(f'aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/embed/upscale/resolve/main/4x-UltraSharp.pth -d {wb}/models/ESRGAN -o 4x-UltraSharp.pth')
# 优化embeddings
gitDownload(f'https://huggingface.co/embed/negative',f'{wb}/embeddings/negative')
get_ipython().system(f'rm -rf {wb}/embeddings/negative/.git')
get_ipython().system(f'rm {wb}/embeddings/negative/.gitattributes')
gitDownload(f'https://huggingface.co/embed/lora',f'{wb}/models/Lora/positive')
get_ipython().system(f'rm -rf {wb}/models/Lora/positive/.git')
get_ipython().system(f'rm {wb}/models/Lora/positive/.gitattributes')
#中文插件
gitDownload(f'https://github.com/DominikDoom/a1111-sd-{w}-tagcomplete',f'{wb}/extensions/a1111-sd-{w}-tagcomplete')
get_ipython().system(f'rm -f {wb}/extensions/a1111-sd-{w}-tagcomplete/tags/danbooru.csv')
get_ipython().system(f'wget https://beehomefile.oss-cn-beijing.aliyuncs.com/20210114/danbooru.csv -O {wb}/extensions/a1111-sd-{w}-tagcomplete/tags/danbooru.csv')
gitDownload(f'https://github.com/toriato/{sdw}-wd14-tagger',f'{wb}/extensions/{sdw}-wd14-tagge')
get_ipython().system(f'rm -f {wb}/localizations')
gitDownload(f'https://github.com/dtlnor/{sdw}-localization-zh_CN',f'{wb}/extensions/{sdw}-localization-zh_CN')
#附加插件=脸部修复/颜色细化/ps扩展/漫画助手/分块vae
gitDownload(f'https://github.com/Bing-su/adetailer',f'{wb}/extensions/adetailer')
gitDownload(f'https://github.com/hnmr293/sd-{w}-cutoff',f'{wb}/extensions/sd-{w}-cutoff')
# gitDownload(f'https://github.com/a2569875/lora-prompt-tool',f'{wb}/extensions/lora-prompt-tool')
gitDownload(f'https://github.com/yankooliveira/sd-{w}-photopea-embed',f'{wb}/extensions/sd-{w}-photopea-embed')
get_ipython().system(f'wget https://huggingface.co/wageguagua/mhzs/raw/main/jubenchajian4_51.py -O {wb}/scripts/jubenchajian4_51.py')
gitDownload(f'https://github.com/pkuliyi2015/multidiffusion-upscaler-for-automatic1111',f'{wb}/extensions/multidiffusion-upscaler-for-automatic1111')
#Roop换脸插件
if Roop:
gitDownload(f'https://github.com/Gourieff/sd-{w}-reactor',f'{wb}/extensions/sd-{w}-reactor')
print('Roop换脸启用')
else:
print('Roop换脸不启用')
# ControlNet模型
Cnt_models = [
'control_v11e_sd15_ip2p_fp16.safetensors',
'control_v11e_sd15_shuffle_fp16.safetensors',
'control_v11p_sd15_canny_fp16.safetensors',
'control_v11f1p_sd15_depth_fp16.safetensors',
'control_v11p_sd15_inpaint_fp16.safetensors',
'control_v11p_sd15_lineart_fp16.safetensors',
'control_v11p_sd15_mlsd_fp16.safetensors',
'control_v11p_sd15_normalbae_fp16.safetensors',
'control_v11p_sd15_openpose_fp16.safetensors',
'control_v11p_sd15_scribble_fp16.safetensors',
'control_v11p_sd15_seg_fp16.safetensors',
'control_v11p_sd15_softedge_fp16.safetensors',
'control_v11p_sd15s2_lineart_anime_fp16.safetensors',
'control_v11f1e_sd15_tile_fp16.safetensors',
]
get_ipython().system(f'rm -rf {wb}/extensions/sd-{w}-controlnet')
# 模型下载到Colab
if ControlNet == "Colab":
gitDownload(f'https://github.com/Mikubill/sd-{w}-controlnet',f'{wb}/extensions/sd-{w}-controlnet')
for v in Cnt_models:
get_ipython().system(f'aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/{v} -d {wb}/extensions/sd-{w}-controlnet/models -o {v}')
# 模型下载到Google_Drive
elif ControlNet == "Google_Drive":
cloudDriveSync(f'{gwb}/cnt_models')
gitDownload(f'https://github.com/Mikubill/sd-{w}-controlnet',f'{wb}/extensions/sd-{w}-controlnet')
for v in Cnt_models:
if not os.path.exists(f'{gwb}/cnt_models/{v}'):
get_ipython().system(f'aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/ControlNet-v1-1/resolve/main/{v} -d {gwb}/cnt_models -o {v}')
print("创建扩展",f'{v}')
else:
print("扩展存在",f'{v}')
# 遍历cnt_models目录下的文件,将文件银接到Colab目录下的extensions目录下
for v in os.listdir(f'{gwb}/cnt_models'):
# 链接云盘目录
get_ipython().system(f'ln -s {gwb}/cnt_models/{v} {wb}/extensions/sd-{w}-controlnet/models')
elif ControlNet == "No":
print("不使用 ControlNet")
# 各种UI界面
if UI == "Kitchen_Ui":
gitDownload(f'https://github.com/canisminor1990/sd-{w}-kitchen-theme-legacy', f'{wb}/extensions/sd-{w}-kitchen-theme-legacy')
print("Kitchen界面插件启用")
elif UI == "Lobe_Ui":
gitDownload(f'https://github.com/canisminor1990/sd-web-ui-kitchen-theme', f'{wb}/extensions/sd-web-ui-kitchen-theme')
print("Lobe界面插件启用")
elif UI == "Ux_Ui":
gitDownload(f'https://github.com/anapnoe/{sdw}-ux', f'{wb}/extensions/{sdw}-ux')
print("UX界面插件启用")
elif UI == "No":
print("UI插件不启用")
# 关键词
if Key_words:
gitDownload(f'https://github.com/Physton/sd-{w}-prompt-all-in-one', f'{wb}/extensions/sd-{w}-prompt-all-in-one')
cloudDriveSync(f'{gwb}/storage', f'{wb}/extensions/sd-{w}-prompt-all-in-one/storage', Key_words)
print("关键词插件启用")
else:
get_ipython().system(f'rm -rf {wb}/extensions/sd-{w}-prompt-all-in-one')
print("关键词插件不启用")
# 人物说话
if SadTalker:
if not os.path.exists(f'{wb}/extensions/SadTalker'):
get_ipython().system(f'git clone https://github.com/OpenTalker/SadTalker {wb}/extensions/SadTalker')
get_ipython().system(f'git -C {wb}/extensions/SadTalker clone https://huggingface.co/wageguagua/checkpoints')
get_ipython().system(f'git -C {wb}/models clone https://huggingface.co/wageguagua/GFPGAN')
print("SadTalker启用")
else:
get_ipython().system(f'rm -rf {wb}/extensions/SadTalker')
print("SadTalker不启用")
# 初始化本地环境
def initLocal():
#部署 env 环境变量
get_ipython().system(f'apt -y update -qq')
get_ipython().system(f'wget https://huggingface.co/wageguagua/sd_config/resolve/main/libtcmalloc_minimal.so.4 -O /content/libtcmalloc_minimal.so.4')
get_ipython().run_line_magic('env', 'LD_PRELOAD=/content/libtcmalloc_minimal.so.4')
#设置 python 环境
get_ipython().system(f'apt -y install -qq aria2 libcairo2-dev pkg-config python3-dev')
get_ipython().system(f'pip install -q torch==2.0.1+cu118 torchvision==0.15.2+cu118 torchaudio==2.0.2+cu118 torchtext==0.15.2 torchdata==0.6.1 --extra-index-url https://download.pytorch.org/whl/cu118 -U')
get_ipython().system(f'pip install -q xformers==0.0.20 triton==2.0.0 gradio_client==0.2.7 -U')
#主框架模块
if Version == "A1111":
get_ipython().system(f'git clone https://github.com/AUTOMATIC1111/{sdw} {wb}')
elif Version == "V2.2":
get_ipython().system(f'git clone -b v2.2 https://github.com/camenduru/{sdw} {wb}')
elif Version == "V2.3":
get_ipython().system(f'git clone -b v2.5 https://github.com/camenduru/{sdw} {wb}')
# get_ipython().system(f'git -C {wb}/repositories/stable-diffusion-stability-ai reset --hard')
# 初始化云盘
initCloudDrive()
# 安装附加功能
installAdditional()
# 删除原配置
get_ipython().system(f'rm -f {wb}/config.json')
# 链接用户配置
get_ipython().system(f'ln -s {gwb}/Config/config.json {wb}/config.json')
# 如果云盘没有模型
if len(os.listdir(f"{gwb}/models")) == 0:
#下载主模型
get_ipython().system(f'aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/chilloutmix/resolve/main/chilloutmix_NiPrunedFp32Fix.safetensors -d {wb}/models/Stable-diffusion -o chilloutmix_NiPrunedFp32Fix.safetensors')
# 如果云盘Vae模型
if len(os.listdir(f"{gwb}/VAE")) == 0:
# #VAE
get_ipython().system(f'aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -d {wb}/models/VAE -o vae-ft-mse-840000-ema-pruned.safetensors')
model_dir = os.path.join(wb, "models", "Stable-diffusion")
if any(f.endswith(('.ckpt', '.safetensors')) for f in os.listdir(model_dir)):
get_ipython().system(f'sed -i \'s@weight_load_location =.*@weight_load_location = "cuda"@\' {wb}/modules/shared.py')
get_ipython().system(f'sed -i "s@os.path.splitext(model_file)@os.path.splitext(model_file); map_location=\'cuda\'@" {wb}/modules/sd_models.py')
get_ipython().system(f'sed -i "s@map_location=\'cpu\'@map_location=\'cuda\'@" {wb}/modules/extras.py')
get_ipython().system(f"sed -i 's@ui.create_ui().*@ui.create_ui();shared.demo.queue(concurrency_count=999999,status_update_rate=0.1)@' {wb}/webui.py")
# 运行
def run(script):
clear_output()
get_ipython().run_line_magic('cd', f'{wb}')
get_ipython().system(f'python {script} --listen --xformers --enable-insecure-extension-access --theme dark --gradio-queue --no-half-vae --disable-console-progressbars --multiple --opt-sdp-attention --api --cors-allow-origins=*')
# 运行脚本
if os.path.exists(f'{wb}'):
run('webui.py')
else:
# 初化本地环境
initLocal()
# 运行
run('launch.py')