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import gradio as gr |
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from huggingface_hub import HfApi, snapshot_download |
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from huggingface_hub.utils import HfHubHTTPError |
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import os |
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import uuid |
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import shutil |
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import tempfile |
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def get_hf_api(token): |
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"""Initializes the HfApi client. Allows read-only operations if no token is provided.""" |
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return HfApi(token=token if token else None) |
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def handle_token_change(token): |
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""" |
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Called when the token is entered. Fetches user info, updates UI interactivity, |
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and auto-fills the author fields in both tabs. |
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""" |
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if not token: |
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updates = { |
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manage_files_btn: gr.update(interactive=False), delete_repo_btn: gr.update(interactive=False), |
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commit_btn: gr.update(interactive=False), author_input: gr.update(value=""), |
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download_author_input: gr.update(value=""), whoami_output: gr.update(value=None, visible=False) |
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} |
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return (None, *updates.values()) |
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try: |
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api = get_hf_api(token) |
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user_info = api.whoami() |
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username = user_info.get('name') |
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updates = { |
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manage_files_btn: gr.update(interactive=True), delete_repo_btn: gr.update(interactive=True), |
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commit_btn: gr.update(interactive=True), author_input: gr.update(value=username), |
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download_author_input: gr.update(value=username), whoami_output: gr.update(value=user_info, visible=True) |
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} |
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return (token, *updates.values()) |
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except HfHubHTTPError as e: |
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gr.Warning(f"Invalid Token: {e}. You can only perform read-only actions.") |
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updates = { |
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manage_files_btn: gr.update(interactive=False), delete_repo_btn: gr.update(interactive=False), |
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commit_btn: gr.update(interactive=False), whoami_output: gr.update(value=None, visible=False) |
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} |
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return (token, *updates.values()) |
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def list_repos_backend(token, author, repo_type): |
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"""Backend function to fetch repository IDs.""" |
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if not author: |
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gr.Info("Please enter an author (username or organization).") |
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return [] |
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try: |
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api = get_hf_api(token) |
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list_fn = getattr(api, f"list_{repo_type}s") |
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repos = list_fn(author=author) |
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repo_ids = [repo.id for repo in repos] |
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gr.Info(f"Found {len(repo_ids)} {repo_type}s for '{author}'.") |
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return repo_ids |
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except HfHubHTTPError as e: |
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gr.Error(f"Could not list repositories: {e}") |
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return [] |
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def list_repos_for_management(token, author, repo_type): |
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"""Gradio wrapper to update the management dropdown and reset the UI.""" |
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repo_ids = list_repos_backend(token, author, repo_type) |
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return ( |
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repo_type, |
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gr.update(choices=repo_ids, value=None), |
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gr.update(visible=False), |
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gr.update(visible=False) |
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) |
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def list_repos_for_download(token, author, repo_type): |
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"""Gradio wrapper to update the download dropdown.""" |
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repo_ids = list_repos_backend(token, author, repo_type) |
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return repo_type, gr.update(choices=repo_ids, value=None) |
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def on_manage_repo_select(repo_id): |
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"""Shows action buttons when a repo is selected in the Manage tab.""" |
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return gr.update(visible=bool(repo_id)) |
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def delete_repo(token, repo_id, repo_type): |
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"""Deletes the selected repository.""" |
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if not token: |
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gr.Error("A write-enabled Hugging Face token is required to delete a repository.") |
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return repo_id, gr.update(visible=True), gr.update(visible=False) |
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try: |
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api = get_hf_api(token) |
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api.delete_repo(repo_id=repo_id, repo_type=repo_type) |
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gr.Info(f"Successfully deleted '{repo_id}'.") |
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return None, gr.update(visible=False), gr.update(visible=False) |
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except HfHubHTTPError as e: |
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gr.Error(f"Failed to delete repository: {e}") |
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return repo_id, gr.update(visible=True), gr.update(visible=False) |
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def show_files_and_load_first(token, repo_id, repo_type): |
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"""Lists files in a dropdown and pre-loads the first file's content.""" |
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if not repo_id: |
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gr.Warning("No repository selected.") |
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return gr.update(visible=False), gr.update(choices=[], value=None), gr.update(value="") |
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try: |
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api = get_hf_api(token) |
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repo_files = api.list_repo_files(repo_id=repo_id, repo_type=repo_type) |
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filtered_files = [f for f in repo_files if not f.startswith('.')] |
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if not filtered_files: |
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return (gr.update(visible=True), gr.update(choices=[], value=None), |
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gr.update(value="## This repository is empty.", language='markdown')) |
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first_file_path = filtered_files[0] |
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content, language = load_file_content_backend(token, repo_id, repo_type, first_file_path) |
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return (gr.update(visible=True), gr.update(choices=filtered_files, value=first_file_path), |
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gr.update(value=content, language=language)) |
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except Exception as e: |
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gr.Error(f"Could not manage files: {e}") |
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return gr.update(visible=False), gr.update(choices=[], value=None), gr.update(value="") |
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def load_file_content_backend(token, repo_id, repo_type, filepath): |
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"""Backend logic to fetch and format file content.""" |
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if not filepath: return "## Select a file to view.", 'markdown' |
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try: |
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api = get_hf_api(token) |
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local_path = api.hf_hub_download(repo_id=repo_id, repo_type=repo_type, filename=filepath, token=token) |
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with open(local_path, 'r', encoding='utf-8') as f: content = f.read() |
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ext = os.path.splitext(filepath)[1].lstrip('.').lower() |
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lang_map = {'py': 'python', 'js': 'javascript', 'md': 'markdown'} |
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language = lang_map.get(ext, 'python') |
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return content, language |
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except Exception as e: |
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return f"Error loading file: {e}", 'python' |
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def load_file_content_for_editor(token, repo_id, repo_type, filepath): |
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"""Gradio wrapper to update the code editor when a file is selected.""" |
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content, language = load_file_content_backend(token, repo_id, repo_type, filepath) |
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return gr.update(value=content, language=language) |
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def commit_file(token, repo_id, repo_type, filepath, content, commit_message): |
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"""Commits a file to the repository.""" |
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if not token: gr.Error("A write-enabled token is required."); return |
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if not filepath: gr.Warning("No file selected."); return |
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if not commit_message: gr.Warning("Commit message cannot be empty."); return |
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try: |
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api = get_hf_api(token) |
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api.upload_file(bytes(content, 'utf-8'), path_in_repo=filepath, |
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repo_id=repo_id, repo_type=repo_type, commit_message=commit_message) |
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gr.Info(f"Successfully committed '{filepath}' to '{repo_id}'!") |
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except Exception as e: gr.Error(f"Failed to commit file: {e}") |
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def download_repos_as_zip(token, selected_repo_ids, repo_type, progress=gr.Progress()): |
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"""Downloads selected repos and zips them.""" |
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if not selected_repo_ids: |
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gr.Warning("No repositories selected for download."); return gr.update(value=None, visible=False) |
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if not repo_type: |
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gr.Warning("Please list a repository type (Spaces, etc.) before downloading."); return gr.update(value=None, visible=False) |
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download_root_dir = tempfile.mkdtemp() |
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try: |
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total_repos = len(selected_repo_ids) |
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for i, repo_id in enumerate(selected_repo_ids): |
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progress((i) / total_repos, desc=f"Downloading {repo_id} ({i+1}/{total_repos})") |
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try: |
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folder_name = repo_id.replace("/", "__") |
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snapshot_download(repo_id=repo_id, repo_type=repo_type, local_dir=os.path.join(download_root_dir, folder_name), |
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token=token, local_dir_use_symlinks=False, resume_download=True) |
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except Exception as e: gr.Error(f"Failed to download {repo_id}: {e}") |
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progress(0.95, desc="All items downloaded. Creating ZIP file...") |
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zip_base_name = os.path.join(tempfile.gettempdir(), f"hf_{repo_type}s_archive_{uuid.uuid4().hex}") |
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zip_path = shutil.make_archive(zip_base_name, 'zip', download_root_dir) |
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progress(1, desc="Download ready!") |
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gr.Info("ZIP file created successfully!") |
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return gr.update(value=zip_path, visible=True) |
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finally: |
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shutil.rmtree(download_root_dir, ignore_errors=True) |
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with gr.Blocks(theme=gr.themes.Soft(primary_hue="blue"), title="Hugging Face Hub Toolkit") as demo: |
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hf_token_state = gr.State(None) |
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manage_repo_type_state = gr.State(None) |
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download_repo_type_state = gr.State(None) |
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gr.Markdown("# Hugging Face Hub Toolkit") |
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with gr.Sidebar(): |
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hf_token = gr.Textbox(label="Hugging Face API Token", type="password", placeholder="hf_...") |
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whoami_output = gr.JSON(label="Authenticated User", visible=False) |
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with gr.Tabs(): |
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with gr.TabItem("Manage Repositories"): |
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with gr.Row(): |
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with gr.Column(scale=1): |
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gr.Markdown("### 1. Select a Repository") |
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author_input = gr.Textbox(label="Author (Username or Org)") |
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with gr.Row(): |
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manage_buttons = [gr.Button(f"List {label}") for label in ["Spaces", "Models", "Datasets"]] |
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manage_repo_dropdown = gr.Dropdown(label="Select a Repository", interactive=True) |
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with gr.Column(scale=2): |
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with gr.Column(visible=False) as action_panel: |
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gr.Markdown("### 2. Choose an Action") |
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manage_files_btn = gr.Button("Manage Files", interactive=False) |
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delete_repo_btn = gr.Button("Delete This Repo", variant="stop", interactive=False) |
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with gr.Column(visible=False) as editor_panel: |
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gr.Markdown("### 3. Edit Files") |
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file_selector = gr.Dropdown(label="Select File", interactive=True) |
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code_editor = gr.Code(label="File Content", interactive=True) |
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commit_message_input = gr.Textbox(label="Commit Message", placeholder="e.g., Update README.md") |
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commit_btn = gr.Button("Commit Changes", variant="primary", interactive=False) |
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repo_types = ["space", "model", "dataset"] |
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for i, btn in enumerate(manage_buttons): |
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btn.click(fn=list_repos_for_management, |
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inputs=[hf_token_state, author_input, gr.State(repo_types[i])], |
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outputs=[manage_repo_type_state, manage_repo_dropdown, action_panel, editor_panel]) |
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with gr.TabItem("Bulk Download (ZIP)"): |
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gr.Markdown("## Download Multiple Repositories as a ZIP") |
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download_author_input = gr.Textbox(label="Author (Username or Org)") |
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with gr.Row(): |
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download_buttons = [gr.Button(f"List {label}") for label in ["Spaces", "Models", "Datasets"]] |
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download_repo_dropdown = gr.Dropdown(label="Select Repositories", multiselect=True, interactive=True) |
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download_btn = gr.Button("Download Selected as ZIP", variant="primary") |
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download_output_file = gr.File(label="Your Downloaded ZIP File", visible=False) |
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for i, btn in enumerate(download_buttons): |
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btn.click(fn=list_repos_for_download, |
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inputs=[hf_token_state, download_author_input, gr.State(repo_types[i])], |
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outputs=[download_repo_type_state, download_repo_dropdown]) |
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hf_token.change(fn=handle_token_change, inputs=hf_token, |
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outputs=[hf_token_state, manage_files_btn, delete_repo_btn, commit_btn, author_input, download_author_input, whoami_output]) |
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manage_repo_dropdown.select(fn=on_manage_repo_select, inputs=manage_repo_dropdown, outputs=action_panel) |
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manage_files_btn.click(fn=show_files_and_load_first, |
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inputs=[hf_token_state, manage_repo_dropdown, manage_repo_type_state], |
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outputs=[editor_panel, file_selector, code_editor]) |
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delete_repo_btn.click(fn=delete_repo, inputs=[hf_token_state, manage_repo_dropdown, manage_repo_type_state], |
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outputs=[manage_repo_dropdown, action_panel, editor_panel], |
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js="() => confirm('Are you sure you want to permanently delete this repository?')") |
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file_selector.change(fn=load_file_content_for_editor, |
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inputs=[hf_token_state, manage_repo_dropdown, manage_repo_type_state, file_selector], |
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outputs=code_editor) |
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commit_btn.click(fn=commit_file, |
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inputs=[hf_token_state, manage_repo_dropdown, manage_repo_type_state, file_selector, code_editor, commit_message_input]) |
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download_btn.click(fn=download_repos_as_zip, |
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inputs=[hf_token_state, download_repo_dropdown, download_repo_type_state], |
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outputs=[download_output_file]) |
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if __name__ == "__main__": |
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demo.launch(debug=True) |