Spaces:
Running
Running
File size: 13,118 Bytes
584da5f 2ab0f03 584da5f a025d94 584da5f |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 |
import os
import git
import shutil
import zipfile
from huggingface_hub import HfApi, create_repo
import gradio as gr
import requests
# Initialize Hugging Face API
api = HfApi()
def clone_repo(repo_url, repo_type=None, auth_token=None):
try:
print(f"Cloning repository from URL: {repo_url}")
repo_name = repo_url.split('/')[-1]
if os.path.exists(repo_name):
print(f"Removing existing directory: {repo_name}")
shutil.rmtree(repo_name)
if "huggingface.co" in repo_url:
repo_id = "/".join(repo_url.split("/")[-2:])
if repo_type is None:
repo_type = 'model'
api.snapshot_download(repo_id=repo_id, repo_type=repo_type, token=auth_token, local_dir=repo_name)
else:
if auth_token:
repo_url = repo_url.replace("https://", f"https://{auth_token}@")
git.Repo.clone_from(repo_url, repo_name)
print(f"Repository cloned successfully: {repo_name}")
zip_file = f"{repo_name}.zip"
shutil.make_archive(repo_name, 'zip', repo_name)
print(f"Repository zipped successfully: {zip_file}")
return zip_file
except git.exc.GitCommandError as e:
if "could not read Username" in str(e):
return "Authentication error: Please provide a valid token for private repositories."
return f"Git error: {str(e)}"
except requests.exceptions.RequestException as e:
return "Network error: Unable to connect to the repository."
except Exception as e:
return f"An error occurred: {str(e)}"
def zip_download_link(repo_type, repo_url, auth_token):
result = clone_repo(repo_url, repo_type, auth_token)
if isinstance(result, str) and result.endswith(".zip"):
return gr.update(value=result), ""
else:
return gr.update(value=None), result
def push_to_huggingface(repo_type, repo_name, files_or_zip, hf_token):
try:
repo_name = repo_name.lstrip("/")
if not "/" in repo_name:
repo_name = f"{hf_token.split(':')[0]}/{repo_name}"
target_dir = f"./{repo_name}"
if os.path.exists(target_dir):
shutil.rmtree(target_dir)
os.makedirs(target_dir, exist_ok=True)
if isinstance(files_or_zip, list):
for file_obj in files_or_zip:
if file_obj.endswith(".zip"):
with zipfile.ZipFile(file_obj, 'r') as zip_ref:
zip_ref.extractall(target_dir)
else:
shutil.copy(file_obj, os.path.join(target_dir, os.path.basename(file_obj)))
else:
if files_or_zip.endswith(".zip"):
with zipfile.ZipFile(files_or_zip, 'r') as zip_ref:
zip_ref.extractall(target_dir)
else:
shutil.copy(files_or_zip, os.path.join(target_dir, os.path.basename(files_or_zip)))
if repo_type == "Space":
api.upload_folder(folder_path=target_dir, path_in_repo="", repo_id=repo_name, repo_type="space", token=hf_token)
return f"Files pushed to Hugging Face Space: {repo_name}"
else:
api.upload_folder(folder_path=target_dir, path_in_repo="", repo_id=repo_name, token=hf_token)
return f"Files pushed to Hugging Face repository: {repo_name}"
except Exception as e:
return f"An error occurred: {str(e)}"
def create_huggingface_space(space_name, space_type, hardware, visibility, hf_token):
try:
if "/" not in space_name:
space_name = f"{hf_token.split(':')[0]}/{space_name}"
create_repo(repo_id=space_name, repo_type="space", space_sdk=space_type, token=hf_token, private=(visibility == "private"))
return f"Successfully created Hugging Face Space: {space_name}"
except Exception as e:
return f"An error occurred while creating the Space: {str(e)}"
def remove_files_from_huggingface(repo_type, repo_name, file_paths, remove_all, hf_token):
try:
print(f"Removing files from {repo_type}: {repo_name}")
repo_name = repo_name.lstrip("/")
if not "/" in repo_name:
repo_name = f"{hf_token.split(':')[0]}/{repo_name}"
if remove_all:
try:
files = api.list_repo_files(repo_id=repo_name, repo_type=repo_type.lower(), token=hf_token)
if not files:
return "No files found to remove."
successful_removals = []
failed_removals = []
for file_path in files:
try:
api.delete_file(path_in_repo=file_path, repo_id=repo_name, repo_type=repo_type.lower(), token=hf_token)
successful_removals.append(file_path)
except Exception as e:
failed_removals.append((file_path, str(e)))
result = []
if successful_removals:
result.append(f"Successfully removed files: {', '.join(successful_removals)}")
if failed_removals:
result.append("Failed to remove the following files:")
for path, error in failed_removals:
result.append(f"- {path}: {error}")
return "\n".join(result)
except Exception as e:
return f"Error removing all files: {str(e)}"
else:
if isinstance(file_paths, str):
file_paths = [path.strip() for path in file_paths.split(',') if path.strip()]
if not file_paths:
return "Error: No valid file paths provided."
successful_removals = []
failed_removals = []
for file_path in file_paths:
try:
api.delete_file(path_in_repo=file_path, repo_id=repo_name, repo_type=repo_type.lower(), token=hf_token)
successful_removals.append(file_path)
except Exception as e:
failed_removals.append((file_path, str(e)))
result = []
if successful_removals:
result.append(f"Successfully removed files: {', '.join(successful_removals)}")
if failed_removals:
result.append("Failed to remove the following files:")
for path, error in failed_removals:
result.append(f"- {path}: {error}")
return "\n".join(result)
except Exception as e:
return f"An error occurred during file removal: {str(e)}"
# Define the Gradio interface using Blocks API
with gr.Blocks(css="footer {display:none;}.title {color: blue; font-size: 36px;}") as app:
gr.Markdown("""
# π Hugging Face Repo & Space Manager
Welcome to the best 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.
## π Key Features & Why Use This Tool?
- **Seamless File Management**: Push, pull, and organize your files across Spaces and Repos with drag-and-drop simplicity.
- **Git Integration**: Clone repositories from GitHub or Hugging Face with a single click, and download them as ready-to-use ZIP files.
- **Smart File Removal**: Selectively clean up your Spaces and Repos, or perform a total reset with our bulk file removal option.
- **Time-Saver**: Automate repetitive tasks and focus on what matters - your AI projects.
- **User-Friendly**: No more command-line headaches. Our GUI makes complex operations a breeze.
- **Versatile**: From creating Spaces to managing large datasets, handle it all in one place.
- **Secure**: Built-in token management ensures your credentials stay safe while you work.
## π§ How to Use This Tool
1. **Create a New Space**: Start by creating a fresh Hugging Face Space for your project.
2. **Manage Existing Spaces**: Remove Files" tab to clean up your Space or Repository.
3. **Push Your Content**: Upload your files or a ZIP archive to your Space or Repository.
4. **Clone and Modify**: Modify the files locally, then push them back using the "Push to Hugging Face" feature.
Let's innovate together! π€β¨
---
Created with β€οΈ by MoBenTa | Empowering AI enthusiasts worldwide
""")
with gr.Tabs():
with gr.Tab("π Manage Hugging Face Space/Repo"):
with gr.Tabs():
with gr.TabItem("Create Space"):
space_name = gr.Textbox(label="Space Name (format: username/space-name)")
space_type = gr.Dropdown(["streamlit", "gradio", "static", "docker"], label="Space Type")
hardware = gr.Textbox(label="Hardware (optional)")
visibility = gr.Radio(choices=["public", "private"], label="Visibility")
create_hf_token = gr.Textbox(label="Hugging Face Token", type="password")
create_space_button = gr.Button("Create Space", variant="primary")
create_space_output = gr.Textbox(label="Creation Result")
create_space_button.click(
fn=create_huggingface_space,
inputs=[space_name, space_type, hardware, visibility, create_hf_token],
outputs=create_space_output
)
with gr.TabItem("Remove Files"):
remove_type = gr.Dropdown(["Space", "Repository"], label="Remove from")
remove_repo_name = gr.Textbox(label="Repository/Space Name")
remove_all_checkbox = gr.Checkbox(label="Remove All Files", info="Warning: This will remove all files from the repository!")
remove_file_paths = gr.Textbox(label="File Paths to Remove (comma-separated)", interactive=True)
remove_hf_token = gr.Textbox(label="Hugging Face Token", type="password")
remove_button = gr.Button("Remove Files", variant="primary")
remove_output = gr.Textbox(label="Removal Result")
def update_file_paths_interactivity(remove_all):
return gr.update(interactive=not remove_all)
remove_all_checkbox.change(
fn=update_file_paths_interactivity,
inputs=remove_all_checkbox,
outputs=remove_file_paths
)
remove_button.click(
fn=remove_files_from_huggingface,
inputs=[remove_type, remove_repo_name, remove_file_paths, remove_all_checkbox, remove_hf_token],
outputs=remove_output
)
with gr.Tab("βοΈ Push to Hugging Face"):
push_type = gr.Dropdown(["Space", "Repository"], label="Push to")
repo_name = gr.Textbox(label="Repository/Space Name")
files_upload = gr.File(label="Upload File(s) or Zip", file_count="multiple", type="filepath")
hf_token = gr.Textbox(label="Hugging Face Token", type="password")
push_button = gr.Button("Push to Hugging Face", variant="primary")
push_output = gr.Textbox(label="Push Result")
push_button.click(
fn=push_to_huggingface,
inputs=[push_type, repo_name, files_upload, hf_token],
outputs=push_output
)
with gr.Tab("π Clone Repository"):
repo_type_input = gr.Radio(choices=["GitHub", "Hugging Face Model", "Hugging Face Dataset", "Hugging Face Space"], label="Repository Type")
repo_url_input = gr.Textbox(label="Repository URL")
auth_token_input = gr.Textbox(label="Authentication Token (optional)", type="password")
clone_button = gr.Button("Clone and Download", variant="primary")
output_zip = gr.File(label="Downloaded Repository")
clone_error_output = gr.Textbox(label="Cloning Result", visible=False)
def handle_clone_result(repo_type_input, repo_url, auth_token):
if repo_type_input == "GitHub":
repo_type = None
elif repo_type_input == "Hugging Face Model":
repo_type = "model"
elif repo_type_input == "Hugging Face Dataset":
repo_type = "dataset"
elif repo_type_input == "Hugging Face Space":
repo_type = "space"
else:
repo_type = "model"
file_output, error_message = zip_download_link(repo_type, repo_url, auth_token)
return file_output, error_message, gr.update(visible=bool(error_message))
clone_button.click(
fn=handle_clone_result,
inputs=[repo_type_input, repo_url_input, auth_token_input],
outputs=[output_zip, clone_error_output, clone_error_output]
)
if __name__ == "__main__":
app.launch() |