""" Upload tab for Video Model Studio UI. Handles manual file uploads for videos, images, and archives. """ import gradio as gr import logging from pathlib import Path from typing import Dict, Any, Optional from vms.utils import BaseTab logger = logging.getLogger(__name__) class UploadTab(BaseTab): """Upload tab for manual file uploads""" def __init__(self, app_state): super().__init__(app_state) self.id = "upload_tab" self.title = "Manual Upload" # Initialize the components dictionary with None values for expected shared components if "components" not in self.__dict__: self.components = {} self.components["import_status"] = None self.components["enable_automatic_video_split"] = None self.components["enable_automatic_content_captioning"] = None def create(self, parent=None) -> gr.Tab: """Create the Upload tab UI components""" with gr.Tab(self.title, id=self.id) as tab: with gr.Column(): with gr.Row(): gr.Markdown("## Manual upload of video files") with gr.Row(): with gr.Column(): with gr.Row(): gr.Markdown("You can upload either:") with gr.Row(): gr.Markdown("- A single MP4 video file") with gr.Row(): gr.Markdown("- A ZIP archive containing multiple videos/images and optional caption files") with gr.Row(): gr.Markdown("- A WebDataset shard (.tar file)") with gr.Row(): gr.Markdown("- A ZIP archive containing WebDataset shards (.tar files)") with gr.Column(): with gr.Row(): self.components["files"] = gr.Files( label="Upload Images, Videos, ZIP or WebDataset", file_types=[".jpg", ".jpeg", ".png", ".webp", ".webp", ".avif", ".heic", ".mp4", ".zip", ".tar"], type="filepath" ) return tab def connect_events(self) -> None: """Connect event handlers to UI components""" # Check if required shared components exist before connecting events if not self.components.get("import_status"): logger.warning("import_status component is not set in UploadTab") return # File upload event with enable_splitting parameter upload_event = self.components["files"].upload( fn=self.app.importing.process_uploaded_files, inputs=[self.components["files"], self.components["enable_automatic_video_split"]], outputs=[self.components["import_status"]] ).success( fn=self.app.tabs["import_tab"].on_import_success, inputs=[ self.components["enable_automatic_video_split"], self.components["enable_automatic_content_captioning"], self.app.tabs["caption_tab"].components["custom_prompt_prefix"] ], outputs=[ self.app.project_tabs_component, self.components["import_status"] ] ) # Only add success handler if all required components exist if hasattr(self.app.tabs, "import_tab") and hasattr(self.app.tabs, "caption_tab") and hasattr(self.app.tabs, "train_tab"): # Get required components for success handler try: # If the components are missing, this will raise an AttributeError if hasattr(self.app, "project_tabs_component"): tabs_component = self.app.project_tabs_component else: logger.warning("project_tabs_component not found in app, using None for tab switching") tabs_component = None caption_title = self.app.tabs["caption_tab"].components["caption_title"] train_title = self.app.tabs["train_tab"].components["train_title"] custom_prompt_prefix = self.app.tabs["caption_tab"].components["custom_prompt_prefix"] # Add success handler upload_event.success( fn=self.app.tabs["import_tab"].update_titles_after_import, inputs=[ self.components["enable_automatic_video_split"], self.components["enable_automatic_content_captioning"], custom_prompt_prefix ], outputs=[ tabs_component, self.components["import_status"], caption_title, train_title ] ) except (AttributeError, KeyError) as e: logger.error(f"Error connecting event handlers in UploadTab: {str(e)}") # Continue without the success handler