Create app.py

app.py

@@ -0,0 +1,167 @@
+import os
+import subprocess
+from huggingface_hub import HfApi, upload_folder
+import gradio as gr
+
+from huggingface_hub import whoami, list_models
+
+
+def error_str(error, title="Error"):
+    return f"""#### {title}
+            {error}"""  if error else ""
+
+def get_my_model_names(token):
+    
+    try:
+        author = whoami(token=token)
+        model_infos = list_models(author=author["name"], use_auth_token=token)
+
+        api = HfApi(token=token)
+        model_names = []
+        for model_info in model_infos:
+            model_id = model_info.modelId
+            if any([f.endswith("diffusion_pytorch_model.bin") for f in api.list_repo_files(repo_id=model_id)]):
+                model_names.append(model_id)
+        
+        if not model_names:
+            return [], Exception("No diffusion models found in your account.")
+
+        return model_names, None
+        
+    except Exception as e:
+        return [], e
+
+def on_token_change(token):
+    model_names, error = get_my_model_names(token)
+
+    return gr.update(visible=bool(model_names)), gr.update(visible=bool(model_names)), gr.update(choices=model_names), gr.update(visible=bool(model_names)), gr.update(value=error_str(error))
+
+def create_and_push(model_id, title, description, prefix, update, token):
+
+    try:
+
+        # 1. Create the new space
+        api = HfApi(token=token)
+        repo_url = api.create_repo(
+            repo_id=model_id,
+            exist_ok=update,
+            repo_type="space",
+            space_sdk="gradio",
+        )
+
+        # 2. Replace the name, title, and description in the template
+        with open("template/app.py", "r") as f:
+            app = f.read()
+        app = app.replace("$model_id", model_id)
+        app = app.replace("$title", title)
+        app = app.replace("$description", description)
+        app = app.replace("$prefix", prefix)
+
+        # 3. save the new app.py file
+        with open("app.py", "w") as f:
+            f.write(app)
+
+        # 4. Upload the new app.py to the space
+        api.upload_file(
+            path_or_fileobj="app.py",
+            path_in_repo="app.py",
+            repo_id=model_id,
+            token=token,
+            repo_type="space",
+        )
+
+        # 5. Upload template/requirements.txt to the space
+        api.upload_file(
+            path_or_fileobj="template/requirements.txt",
+            path_in_repo="requirements.txt",
+            repo_id=model_id,
+            token=token,
+            repo_type="space",
+        )
+
+        # 5. Delete the app.py file
+        os.remove("app.py")
+
+        return f"""Successfully created space at: <a href="{repo_url}" target="_blank">{repo_url}</a>"""
+
+    except Exception as e:
+        return error_str(e)
+
+def on_model_change(radio_model_names):
+
+    name = radio_model_names
+    title = " ".join([w.capitalize() for w in name.split("/")[-1].replace("-", " ").replace("_", " ").split(" ")])
+    
+    description = f"""Demo for <a href="https://huggingface.co/{radio_model_names}">{title}</a> Stable Diffusion model.<br>
+    Add the following tokens to your prompts for the model to work properly: <b>$prefix</b>."""
+
+    return gr.update(value=name), gr.update(value=title), gr.update(value=description)
+
+
+DESCRIPTION = """### Create a gradio space for your Diffusers🧨 model
+                With this space, you can easily create a gradio demo for your Diffusers model and share it with the community.
+            """
+
+with gr.Blocks() as demo:
+
+    gr.Markdown(DESCRIPTION)
+    with gr.Row():
+
+        with gr.Column(scale=11):
+            with gr.Column():
+                gr.Markdown("#### 1. Choose a model")
+                input_token = gr.Textbox(
+                    max_lines=1,
+                    label="Enter your Hugging Face token",
+                    placeholder="WRITE permission is required!",
+                )
+                gr.Markdown("You can get a token [here](https://huggingface.co/settings/tokens)")
+                with gr.Group(visible=False) as group_model:
+                    radio_model_names = gr.Radio(label="Choose a model")
+
+        with gr.Column(scale=10):
+            with gr.Column(visible=False) as group_create:
+                gr.Markdown("#### 2. Enter details and create the space")
+                name = gr.Textbox(label="Name", placeholder="e.g. diffusers-demo")
+                title = gr.Textbox(label="Title", placeholder="e.g. Diffusers Demo")
+                description = gr.Textbox(label="Description", placeholder="e.g. Demo for my awesome Diffusers model")
+                prefix = gr.Textbox(label="Prefix tokens", placeholder="Tokens that are required to be present in the prompt, e.g. `rick and morty style`")
+                update = gr.Checkbox(label="Update the space if it already exists?")
+                brn_create = gr.Button("Create the space")
+
+    error_output = gr.Markdown(label="Output")
+
+
+    input_token.change(
+        fn=on_token_change,
+        inputs=input_token,
+        outputs=[group_model, group_create, radio_model_names, error_output],
+        queue=False,
+        scroll_to_output=True)
+
+    radio_model_names.change(
+        fn=on_model_change,
+        inputs=radio_model_names,
+        outputs=[name, title, description],
+        queue=False,
+        scroll_to_output=True)
+
+    brn_create.click(
+        fn=create_and_push,
+        inputs=[radio_model_names, title, description, prefix, update, input_token],
+        outputs=[error_output],
+        scroll_to_output=True
+    )
+
+    # gr.Markdown("""<img src="https://raw.githubusercontent.com/huggingface/diffusers/main/docs/source/imgs/diffusers_library.jpg" width="150"/>""")
+    gr.HTML("""
+    <div style="border-top: 1px solid #303030;">
+      <br>
+      <p>Space by: <a href="https://twitter.com/hahahahohohe"><img src="https://img.shields.io/twitter/follow/hahahahohohe?label=%40anzorq&style=social" alt="Twitter Follow"></a></p><br>
+      <a href="https://www.buymeacoffee.com/anzorq" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/v2/default-yellow.png" alt="Buy Me A Coffee" style="height: 45px !important;width: 162px !important;" ></a><br><br>
+      <p><img src="https://visitor-badge.glitch.me/badge?page_id=anzorq.sd-space-creator" alt="visitors"></p>
+    </div>
+    """)
+    
+demo.queue()
+demo.launch(debug=True)