mainpaperspaceA1111.py

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'):
        print('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'))
        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('Installing/Updating the repo...')
    os.chdir('/notebooks')
    if not os.path.exists('/notebooks/sd/stablediffusion'):
       call('wget -q -O sd_kg.tar.zst https://huggingface.co/TheLastBen/dependencies/resolve/main/sd_kg.tar.zst', shell=True)
       call('tar --zstd -xf sd_kg.tar.zst', shell=True)
       call('rm sd_kg.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="dataset"
           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 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)