Create mainpaperspaceA1111.py

mainpaperspaceA1111.py

@@ -0,0 +1,173 @@
+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="dataset"
+           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"
+
+    return configf, auth, share
+    
+    
+def done():
+    done = widgets.Button(
+        description='Done!',
+        disabled=True,
+        button_style='success',
+        tooltip='',
+        icon='check'
+    )
+    display(done)