Spaces:
Running
Running
Upload folder using huggingface_hub
Browse files- app 22.py +270 -0
- requirements 17.txt +3 -0
app 22.py
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@@ -0,0 +1,270 @@
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1 |
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import os
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2 |
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import git
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3 |
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import shutil
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import zipfile
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from huggingface_hub import HfApi, create_repo
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import gradio as gr
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import requests
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# Initialize Hugging Face API
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api = HfApi()
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def clone_repo(repo_url, repo_type=None, auth_token=None):
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try:
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print(f"Cloning repository from URL: {repo_url}")
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repo_name = repo_url.split('/')[-1]
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if os.path.exists(repo_name):
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print(f"Removing existing directory: {repo_name}")
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shutil.rmtree(repo_name)
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if "huggingface.co" in repo_url:
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repo_id = "/".join(repo_url.split("/")[-2:])
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if repo_type is None:
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repo_type = 'model'
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api.snapshot_download(repo_id=repo_id, repo_type=repo_type, token=auth_token, local_dir=repo_name)
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else:
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if auth_token:
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repo_url = repo_url.replace("https://", f"https://{auth_token}@")
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git.Repo.clone_from(repo_url, repo_name)
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print(f"Repository cloned successfully: {repo_name}")
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zip_file = f"{repo_name}.zip"
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shutil.make_archive(repo_name, 'zip', repo_name)
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print(f"Repository zipped successfully: {zip_file}")
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return zip_file
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except git.exc.GitCommandError as e:
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if "could not read Username" in str(e):
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return "Authentication error: Please provide a valid token for private repositories."
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return f"Git error: {str(e)}"
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except requests.exceptions.RequestException as e:
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return "Network error: Unable to connect to the repository."
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except Exception as e:
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return f"An error occurred: {str(e)}"
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def zip_download_link(repo_type, repo_url, auth_token):
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result = clone_repo(repo_url, repo_type, auth_token)
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if isinstance(result, str) and result.endswith(".zip"):
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return gr.update(value=result), ""
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else:
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return gr.update(value=None), result
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def push_to_huggingface(repo_type, repo_name, files_or_zip, hf_token):
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try:
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repo_name = repo_name.lstrip("/")
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if not "/" in repo_name:
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repo_name = f"{hf_token.split(':')[0]}/{repo_name}"
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target_dir = f"./{repo_name}"
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if os.path.exists(target_dir):
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shutil.rmtree(target_dir)
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os.makedirs(target_dir, exist_ok=True)
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if isinstance(files_or_zip, list):
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for file_obj in files_or_zip:
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if file_obj.endswith(".zip"):
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with zipfile.ZipFile(file_obj, 'r') as zip_ref:
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zip_ref.extractall(target_dir)
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else:
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shutil.copy(file_obj, os.path.join(target_dir, os.path.basename(file_obj)))
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else:
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if files_or_zip.endswith(".zip"):
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with zipfile.ZipFile(files_or_zip, 'r') as zip_ref:
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zip_ref.extractall(target_dir)
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else:
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shutil.copy(files_or_zip, os.path.join(target_dir, os.path.basename(files_or_zip)))
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if repo_type == "Space":
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api.upload_folder(folder_path=target_dir, path_in_repo="", repo_id=repo_name, repo_type="space", token=hf_token)
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return f"Files pushed to Hugging Face Space: {repo_name}"
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else:
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api.upload_folder(folder_path=target_dir, path_in_repo="", repo_id=repo_name, token=hf_token)
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return f"Files pushed to Hugging Face repository: {repo_name}"
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except Exception as e:
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return f"An error occurred: {str(e)}"
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def create_huggingface_space(space_name, space_type, hardware, visibility, hf_token):
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try:
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if "/" not in space_name:
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space_name = f"{hf_token.split(':')[0]}/{space_name}"
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create_repo(repo_id=space_name, repo_type="space", space_sdk=space_type, token=hf_token, private=(visibility == "private"))
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return f"Successfully created Hugging Face Space: {space_name}"
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except Exception as e:
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return f"An error occurred while creating the Space: {str(e)}"
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def remove_files_from_huggingface(repo_type, repo_name, file_paths, remove_all, hf_token):
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try:
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print(f"Removing files from {repo_type}: {repo_name}")
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repo_name = repo_name.lstrip("/")
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if not "/" in repo_name:
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repo_name = f"{hf_token.split(':')[0]}/{repo_name}"
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if remove_all:
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try:
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files = api.list_repo_files(repo_id=repo_name, repo_type=repo_type.lower(), token=hf_token)
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if not files:
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return "No files found to remove."
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successful_removals = []
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failed_removals = []
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for file_path in files:
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try:
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api.delete_file(path_in_repo=file_path, repo_id=repo_name, repo_type=repo_type.lower(), token=hf_token)
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successful_removals.append(file_path)
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except Exception as e:
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failed_removals.append((file_path, str(e)))
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result = []
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if successful_removals:
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result.append(f"Successfully removed files: {', '.join(successful_removals)}")
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if failed_removals:
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result.append("Failed to remove the following files:")
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for path, error in failed_removals:
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result.append(f"- {path}: {error}")
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return "\n".join(result)
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except Exception as e:
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return f"Error removing all files: {str(e)}"
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else:
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if isinstance(file_paths, str):
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file_paths = [path.strip() for path in file_paths.split(',') if path.strip()]
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if not file_paths:
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return "Error: No valid file paths provided."
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successful_removals = []
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failed_removals = []
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for file_path in file_paths:
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try:
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api.delete_file(path_in_repo=file_path, repo_id=repo_name, repo_type=repo_type.lower(), token=hf_token)
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successful_removals.append(file_path)
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except Exception as e:
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failed_removals.append((file_path, str(e)))
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result = []
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if successful_removals:
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result.append(f"Successfully removed files: {', '.join(successful_removals)}")
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if failed_removals:
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result.append("Failed to remove the following files:")
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for path, error in failed_removals:
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result.append(f"- {path}: {error}")
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return "\n".join(result)
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except Exception as e:
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return f"An error occurred during file removal: {str(e)}"
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# Define the Gradio interface using Blocks API
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with gr.Blocks(css="footer {display:none;}.title {color: blue; font-size: 36px;}") as app:
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gr.Markdown("""
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# π Hugging Face Repo & Space Manager
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Welcome to the next-gen tool for effortlessly managing your Hugging Face ecosystem! Whether you're a seasoned ML engineer or just getting started with AI, this all-in-one interface streamlines your workflow and boosts productivity.
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162 |
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## π Key Features & Why Use This Tool?
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164 |
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- **Seamless File Management**: Push, pull, and organize your files across Spaces and Repos with drag-and-drop simplicity.
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165 |
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- **Git Integration**: Clone repositories from GitHub or Hugging Face with a single click, and download them as ready-to-use ZIP files.
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166 |
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- **Smart File Removal**: Selectively clean up your Spaces and Repos, or perform a total reset with our bulk file removal option.
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167 |
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- **Time-Saver**: Automate repetitive tasks and focus on what matters - your AI projects.
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168 |
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- **User-Friendly**: No more command-line headaches. Our GUI makes complex operations a breeze.
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169 |
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- **Versatile**: From creating Spaces to managing large datasets, handle it all in one place.
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170 |
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- **Secure**: Built-in token management ensures your credentials stay safe while you work.
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171 |
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172 |
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## π§ How to Use This Tool
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173 |
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1. **Create a New Space**: Start by creating a fresh Hugging Face Space for your project.
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2. **Manage Existing Spaces**: Remove Files" tab to clean up your Space or Repository.
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3. **Push Your Content**: Upload your files or a ZIP archive to your Space or Repository.
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177 |
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4. **Clone and Modify**: Modify the files locally, then push them back using the "Push to Hugging Face" feature.
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Embrace the future of AI project management. Let's innovate together! π€β¨
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---
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Created with β€οΈ by MoBenTa | Empowering AI enthusiasts worldwide
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""")
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with gr.Tabs():
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with gr.Tab("π Manage Hugging Face Space/Repo"):
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with gr.Tabs():
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with gr.TabItem("Create Space"):
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space_name = gr.Textbox(label="Space Name (format: username/space-name)")
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space_type = gr.Dropdown(["streamlit", "gradio", "static", "docker"], label="Space Type")
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hardware = gr.Textbox(label="Hardware (optional)")
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visibility = gr.Radio(choices=["public", "private"], label="Visibility")
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create_hf_token = gr.Textbox(label="Hugging Face Token", type="password")
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create_space_button = gr.Button("Create Space", variant="primary")
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create_space_output = gr.Textbox(label="Creation Result")
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create_space_button.click(
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fn=create_huggingface_space,
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inputs=[space_name, space_type, hardware, visibility, create_hf_token],
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outputs=create_space_output
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)
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202 |
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with gr.TabItem("Remove Files"):
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remove_type = gr.Dropdown(["Space", "Repository"], label="Remove from")
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remove_repo_name = gr.Textbox(label="Repository/Space Name")
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remove_all_checkbox = gr.Checkbox(label="Remove All Files", info="Warning: This will remove all files from the repository!")
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206 |
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remove_file_paths = gr.Textbox(label="File Paths to Remove (comma-separated)", interactive=True)
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207 |
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remove_hf_token = gr.Textbox(label="Hugging Face Token", type="password")
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remove_button = gr.Button("Remove Files", variant="primary")
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remove_output = gr.Textbox(label="Removal Result")
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def update_file_paths_interactivity(remove_all):
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return gr.update(interactive=not remove_all)
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remove_all_checkbox.change(
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fn=update_file_paths_interactivity,
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inputs=remove_all_checkbox,
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outputs=remove_file_paths
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)
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remove_button.click(
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fn=remove_files_from_huggingface,
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inputs=[remove_type, remove_repo_name, remove_file_paths, remove_all_checkbox, remove_hf_token],
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outputs=remove_output
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)
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+
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with gr.Tab("βοΈ Push to Hugging Face"):
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push_type = gr.Dropdown(["Space", "Repository"], label="Push to")
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228 |
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repo_name = gr.Textbox(label="Repository/Space Name")
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229 |
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files_upload = gr.File(label="Upload File(s) or Zip", file_count="multiple", type="filepath")
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230 |
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hf_token = gr.Textbox(label="Hugging Face Token", type="password")
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231 |
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push_button = gr.Button("Push to Hugging Face", variant="primary")
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232 |
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push_output = gr.Textbox(label="Push Result")
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233 |
+
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234 |
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push_button.click(
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fn=push_to_huggingface,
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236 |
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inputs=[push_type, repo_name, files_upload, hf_token],
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237 |
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outputs=push_output
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238 |
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)
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239 |
+
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240 |
+
with gr.Tab("π Clone Repository"):
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241 |
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repo_type_input = gr.Radio(choices=["GitHub", "Hugging Face Model", "Hugging Face Dataset", "Hugging Face Space"], label="Repository Type")
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242 |
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repo_url_input = gr.Textbox(label="Repository URL")
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243 |
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auth_token_input = gr.Textbox(label="Authentication Token (optional)", type="password")
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244 |
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clone_button = gr.Button("Clone and Download", variant="primary")
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245 |
+
output_zip = gr.File(label="Downloaded Repository")
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246 |
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clone_error_output = gr.Textbox(label="Cloning Result", visible=False)
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247 |
+
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248 |
+
def handle_clone_result(repo_type_input, repo_url, auth_token):
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249 |
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if repo_type_input == "GitHub":
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repo_type = None
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251 |
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elif repo_type_input == "Hugging Face Model":
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252 |
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repo_type = "model"
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253 |
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elif repo_type_input == "Hugging Face Dataset":
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254 |
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repo_type = "dataset"
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255 |
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elif repo_type_input == "Hugging Face Space":
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256 |
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repo_type = "space"
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257 |
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else:
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258 |
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repo_type = "model"
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259 |
+
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260 |
+
file_output, error_message = zip_download_link(repo_type, repo_url, auth_token)
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261 |
+
return file_output, error_message, gr.update(visible=bool(error_message))
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262 |
+
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263 |
+
clone_button.click(
|
264 |
+
fn=handle_clone_result,
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265 |
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inputs=[repo_type_input, repo_url_input, auth_token_input],
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266 |
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outputs=[output_zip, clone_error_output, clone_error_output]
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267 |
+
)
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268 |
+
|
269 |
+
if __name__ == "__main__":
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270 |
+
app.launch()
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requirements 17.txt
ADDED
@@ -0,0 +1,3 @@
|
|
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|
|
1 |
+
gradio
|
2 |
+
huggingface_hub
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3 |
+
gitpython
|