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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'):
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')
print('[1;32mModules and notebooks updated, dependencies already installed')
else:
print('[1;32mInstalling 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'))
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')
call('wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/aptdeps.txt', shell=True)
os.chdir('/notebooks')
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 repo():
print('[1;32mInstalling/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('[1;32m')
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('[1;32mUsing the trained model.')
model=Path_to_MODEL
else:
print('[1;31mWrong 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('[1;32mModel downloaded, using the trained model.')
else:
print('[1;31mWrong 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('[1;32mUsing the original V1.5 model')
elif Original_Model_Version == "v2-512":
model="dataset"
print('[1;32mUsing 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('[1;32mUsing the original V2-768 model')
else:
model=""
print('[1;31mWrong model version')
return model
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 /notebooks/srv.txt', shell=True)
call('rm /notebooks/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 --xformers --medvram --skip-version-check "+auth+" "+share
return configf, auth, share
def done():
done = widgets.Button(
description='Done!',
disabled=True,
button_style='success',
tooltip='',
icon='check'
)
display(done) |