import gradio as gr def model_hyperlink(link, model_name): return f'{model_name}' def make_clickable_model(model_name, result_file=""): link = f"https://huggingface.co/{model_name}" return model_hyperlink(link, model_name) def styled_error(error: str) -> str: """Return a styled error card (HTML).""" return ( f"
" f"
" f"\u274c" f"{error}" f"
" f"
" ) def styled_warning(warn: str) -> str: """Return a styled warning card (HTML).""" return ( f"
" f"
" f"\u26a0\ufe0f" f"{warn}" f"
" f"
" ) def styled_message(message): gr.Info(message) return "" def styled_success(title: str, eta: str, subtitle: str = "") -> str: """Return a styled success card with ETA (rendered in the output Markdown area).""" sub_html = ( f"
{subtitle}
" if subtitle else "" ) return ( f"
" # Title row f"
" f"✅" f"{title}" f"
" # ETA badge f"
" f"⏱" f"" f"Estimated completion time: {eta}" f"
" f"{sub_html}" f"
" ) def styled_progress(step: int, total: int, message: str) -> str: """Return a styled progress indicator (HTML).""" pct = min(int(step / total * 100) if total > 0 else 0, 99) # Dots indicator: filled for completed steps, hollow for remaining dots = "".join( "" for i in range(total) ) return ( f"
" # Step label f"
" f"⚙ {message}" f"{step}/{total}" f"
" # Progress bar f"
" f"
" f"
" # Dots + percentage f"
" f"
{dots}
" f"{pct}%" f"
" f"
" ) def has_no_nan_values(df, columns): return df[columns].notna().all(axis=1) def has_nan_values(df, columns): return df[columns].isna().any(axis=1)