import gradio as gr | |
import os | |
import zipfile | |
from huggingface_hub import HfApi, Repository | |
# Initialize Hugging Face API | |
api = HfApi() | |
# Function to upload and push to Hugging Face | |
def push_to_huggingface(repo_name, zip_file, hf_token): | |
# Step 1: Unzip the directory | |
with zipfile.ZipFile(zip_file.name, 'r') as zip_ref: | |
unzip_dir = f"./{repo_name}" | |
zip_ref.extractall(unzip_dir) | |
# Step 2: Create repository on Hugging Face | |
api.create_repo(repo_name, token=hf_token) | |
# Step 3: Push the unzipped directory to Hugging Face | |
repo = Repository(local_dir=unzip_dir, clone_from=f"{hf_token}/{repo_name}") | |
repo.push_to_hub() | |
return f"Repository '{repo_name}' has been pushed to Hugging Face Hub successfully." | |
# Gradio Interface | |
interface = gr.Interface( | |
fn=push_to_huggingface, | |
inputs=[ | |
"text", # Repository name | |
"file", # Zipped directory | |
"text" # Hugging Face Token | |
], | |
outputs="text", | |
title="Push Directory to Hugging Face", | |
description="Upload a zipped directory and push it to the Hugging Face Hub." | |
) | |
# Launch the interface | |
if __name__ == "__main__": | |
interface.launch() | |