import os from IPython.display import clear_output from subprocess import call, getoutput import time import sys import fileinput import ipywidgets as widgets def Deps(force_reinstall): if not force_reinstall and os.path.exists('/usr/local/lib/python3.9/dist-packages/safetensors'): ntbk() print('Modules and notebooks updated, dependencies already installed') else: print('Installing the dependencies...') call("pip install --root-user-action=ignore --no-deps -q accelerate==0.12.0", shell=True, stdout=open('/dev/null', 'w')) if not os.path.exists('/usr/local/lib/python3.9/dist-packages/safetensors'): os.chdir('/usr/local/lib/python3.9/dist-packages') call("rm -r torch torch-1.12.0+cu116.dist-info torchaudio* torchvision* PIL Pillow* transformers* numpy* gdown*", shell=True, stdout=open('/dev/null', 'w')) ntbk() if not os.path.exists('/models'): call('mkdir /models', shell=True) if not os.path.exists('/notebooks/models'): call('ln -s /models /notebooks', shell=True) if os.path.exists('/deps'): call("rm -r /deps", shell=True) call('mkdir /deps', shell=True) if not os.path.exists('cache'): call('mkdir cache', shell=True) os.chdir('/deps') call('wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/aptdeps.txt', shell=True) call('dpkg -i *.deb', shell=True, stdout=open('/dev/null', 'w')) call('wget -q https://huggingface.co/TheLastBen/dependencies/resolve/main/pps.tar.zst', shell=True, stdout=open('/dev/null', 'w')) call('tar -C / --zstd -xf pps.tar.zst', shell=True, stdout=open('/dev/null', 'w')) call("sed -i 's@~/.cache@/notebooks/cache@' /usr/local/lib/python3.9/dist-packages/transformers/utils/hub.py", shell=True) os.chdir('/notebooks') call("git clone --depth 1 -q --branch updt https://github.com/TheLastBen/diffusers /diffusers", shell=True, stdout=open('/dev/null', 'w')) if not os.path.exists('/notebooks/diffusers'): call('ln -s /diffusers /notebooks', shell=True) call("rm -r /deps", shell=True) os.chdir('/notebooks') clear_output() done() def ntbk(): os.chdir('/notebooks') if not os.path.exists('Latest_Notebooks'): call('mkdir Latest_Notebooks', shell=True) else: call('rm -r Latest_Notebooks', shell=True) call('mkdir Latest_Notebooks', shell=True) os.chdir('/notebooks/Latest_Notebooks') call('wget -q -i https://huggingface.co/datasets/TheLastBen/PPS/raw/main/Notebooks.txt', shell=True) call('rm Notebooks.txt', shell=True) os.chdir('/notebooks') def repo(): print('Installing/Updating the repo...') os.chdir('/notebooks') if not os.path.exists('/notebooks/sd/stablediffusion'): call('wget -q -O sd_rep.tar.zst https://huggingface.co/TheLastBen/dependencies/resolve/main/sd_rep.tar.zst', shell=True) call('tar --zstd -xf sd_rep.tar.zst', shell=True) call('rm sd_rep.tar.zst', shell=True) os.chdir('/notebooks/sd') if not os.path.exists('stable-diffusion-webui'): call('git clone -q --depth 1 --branch master https://github.com/AUTOMATIC1111/stable-diffusion-webui', shell=True) os.chdir('/notebooks/sd/stable-diffusion-webui/') call('git reset --hard', shell=True, stdout=open('/dev/null', 'w')) print('') call('git pull', shell=True, stdout=open('/dev/null', 'w')) os.chdir('/notebooks') clear_output() done() def mdl(Original_Model_Version, Path_to_MODEL, MODEL_LINK, safetensors, Temporary_Storage): import gdown if Path_to_MODEL !='': if os.path.exists(str(Path_to_MODEL)): print('Using the trained model.') model=Path_to_MODEL else: print('Wrong path, check that the path to the model is correct') elif MODEL_LINK != "": modelname="model.safetensors" if safetensors else "model.ckpt" if Temporary_Storage: model=f'/models/{modelname}' else: model=f'/notebooks/sd/stable-diffusion-webui/models/Stable-diffusion/{modelname}' if os.path.exists(model): call('rm '+model, shell=True) gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True) if os.path.exists(model) and os.path.getsize(model) > 1810671599: clear_output() print('Model downloaded, using the trained model.') else: print('Wrong link, check that the link is valid') else: if Original_Model_Version == "v1.5": model="/datasets/stable-diffusion-classic/v1-5-pruned-emaonly.ckpt" print('Using the original V1.5 model') elif Original_Model_Version == "v2-512": model="/datasets/stable-diffusion-v2-1-base-diffusers/stable-diffusion-2-1-base/v2-1_512-nonema-pruned.safetensors" print('Using the original V2-512 model') elif Original_Model_Version == "v2-768": model="/datasets/stable-diffusion-v2-1/stable-diffusion-2-1/v2-1_768-nonema-pruned.safetensors" print('Using the original V2-768 model') else: model="" print('Wrong model version') return model def CN(ControlNet_Model): def download(url, model_dir): filename = os.path.basename(urlparse(url).path) pth = os.path.abspath(os.path.join(model_dir, filename)) if not os.path.exists(pth): print('Downloading: '+os.path.basename(url)) download_url_to_file(url, pth, hash_prefix=None, progress=True) else: print(f"The model {filename} already exists") os.chdir('/notebooks/sd/stable-diffusion-webui/extensions') if not os.path.exists("sd-webui-controlnet"): call('git clone https://github.com/Mikubill/sd-webui-controlnet.git', shell=True) os.chdir('/notebooks') else: os.chdir('sd-webui-controlnet') call('git reset --hard', shell=True, stdout=open('/dev/null', 'w'), stderr=open('/dev/null', 'w')) call('git pull', shell=True, stdout=open('/dev/null', 'w'), stderr=open('/dev/null', 'w')) os.chdir('/notebooks') mdldir="/notebooks/sd/stable-diffusion-webui/extensions/sd-webui-controlnet/models" call('wget -q -O CN_models.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models.txt', shell=True) with open("CN_models.txt", 'r') as f: mdllnk = f.read().splitlines() call('rm CN_models.txt', shell=True) if ControlNet_Model == "All": for lnk in mdllnk: download(url=lnk, model_dir=mdldir) clear_output() done() else: download(mdllnk[int(ControlNet_Model)-1], mdldir) clear_output() done() def sd(User, Password, Use_localtunnel): auth=f"--gradio-auth {User}:{Password}" if User =="" or Password=="": auth="" if not os.path.exists('/usr/lib/node_modules/localtunnel'): call('npm install -g localtunnel --silent', shell=True, stdout=open('/dev/null', 'w')) clear_output() share='' call('wget -q -O /usr/local/lib/python3.9/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/blocks.py', shell=True) if not Use_localtunnel: share='--share' else: share='' os.chdir('/notebooks') call('nohup lt --port 7860 > srv.txt 2>&1 &', shell=True) time.sleep(2) call("grep -o 'https[^ ]*' /notebooks/srv.txt >srvr.txt", shell=True) time.sleep(2) srv= getoutput('cat /notebooks/srvr.txt') for line in fileinput.input('/usr/local/lib/python3.9/dist-packages/gradio/blocks.py', inplace=True): if line.strip().startswith('self.server_name ='): line = f' self.server_name = "{srv[8:]}"\n' if line.strip().startswith('self.server_port ='): line = ' self.server_port = 443\n' if line.strip().startswith('self.protocol = "https"'): line = ' self.protocol = "https"\n' if line.strip().startswith('if self.local_url.startswith("https") or self.is_colab'): line = '' if line.strip().startswith('else "http"'): line = '' sys.stdout.write(line) call('rm srv.txt srvr.txt', shell=True)) os.chdir('/notebooks/sd/stable-diffusion-webui/modules') call('wget -q -O paths.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/paths.py', shell=True) call("sed -i 's@/content/gdrive/MyDrive/sd/stablediffusion@/notebooks/sd/stablediffusion@' /notebooks/sd/stable-diffusion-webui/modules/paths.py", shell=True) os.chdir('/notebooks/sd/stable-diffusion-webui') clear_output() configf="--disable-console-progressbars --no-half-vae --disable-safe-unpickle --api --no-download-sd-model --xformers --enable-insecure-extension-access --skip-version-check "+auth+" "+share return configf def done(): done = widgets.Button( description='Done!', disabled=True, button_style='success', tooltip='', icon='check' ) display(done)