# --- main.py (your Gradio app file) ---
import warnings
warnings.filterwarnings("ignore")
import gradio as gr
from src.video_model import describe_video  # Ensure this function is defined in src.video_model
from src.text_processor import process_description  # Ensure this function is defined in src.text_processor

# --- Function to handle both video and text processing ---
def process_video(video, sitting, hands, location, screen):
    query = "Describe this video in detail and answer the questions."
    additional_info = []
    if sitting:
        additional_info.append("Is the subject in the video standing or sitting?")
    if hands:
        additional_info.append("Is the subject holding any object in their hands, if so, are the hands free?")
    if location:
        additional_info.append("Is the subject present indoors or outdoors?")
    if screen:
        additional_info.append("Is the subject interacting with a screen in the background by facing the screen?")

    final_query = query + " " + " ".join(additional_info)
    video_description = describe_video(video, final_query)
    return video_description

# --- Function to handle JSON processing ---
def process_and_display_json(video_description): 
    json_response = process_description(video_description)
    return json_response

# --- Gradio Blocks Interface --- 
with gr.Blocks(title="GSoC Super Raid Annotator", theme=gr.themes.Soft(primary_hue="red", secondary_hue="red")) as demo:
    gr.Markdown("Annotate Videos")
    gr.Markdown(
        "<p style='text-align: center'><a href='https://github.com/OpenBMB/MiniCPM-V' target='_blank'>Model GitHub Repo</a> | <a href='https://huggingface.co/openbmb/MiniCPM-V-2_6' target='_blank'>Model Page</a></p>"
    )

    with gr.Row():
        with gr.Column():
            # Input components
            video = gr.Video(label="Video")
            sitting = gr.Checkbox(label="Sitting/Standing")
            hands = gr.Checkbox(label="Hands Free/Not Free")
            location = gr.Checkbox(label="Indoors/Outdoors")
            screen = gr.Checkbox(label="Screen Interaction")

            # Submit buttons
            with gr.Row():
                process_video_btn = gr.Button("Process Video")
                process_json_btn = gr.Button("Process JSON")

        with gr.Column():
            # Output components
            video_description = gr.Textbox(label="Video Description", show_label=True, show_copy_button=True)
            json_output = gr.JSON(label="JSON Output")

    # Examples for the interface
    examples = [
        ["videos/2016-01-01_0100_US_KNBC_Channel_4_News_1867.16-1871.38_now.mp4"],
        ["videos/2016-01-01_0200_US_KNBC_Channel_4_News_1329.12-1333.29_tonight.mp4"],
        ["videos/2016-01-01_0830_US_KNBC_Tonight_Show_with_Jimmy_Fallon_725.45-729.76_tonight.mp4"],
        ["videos/2016-01-01_0200_US_KOCE_The_PBS_Newshour_577.03-581.31_tonight.mp4"],
        ["videos/2016-01-01_1400_US_KTTV-FOX_Morning_News_at_6AM_1842.36-1846.68_this_year.mp4"],
        ["videos/2016-01-02_0735_US_KCBS_Late_Show_with_Stephen_Colbert_285.94-290.67_this_year.mp4"],
        ["videos/2016-01-13_2200_US_KTTV-FOX_The_Doctor_Oz_Show_1709.79-1714.17_this_month.mp4"],
        ["videos/2016-01-01_1400_US_KTTV-FOX_Morning_News_at_6AM_1842.36-1846.68_this_year.mp4"],
        ["videos/2016-01-01_1300_US_KNBC_Today_in_LA_at_5am_12.46-16.95_this_morning.mp4"],
        ["videos/2016-01-05_0200_US_KNBC_Channel_4_News_1561.29-1565.95_next_week.mp4"],
        ["videos/2016-01-28_0700_US_KNBC_Channel_4_News_at_11PM_629.56-633.99_in_the_future.mp4"]
    ]

    # Event handling
    process_video_btn.click(
        fn=process_video,
        inputs=[video, sitting, hands, location, screen],
        outputs=video_description,
    )

    process_json_btn.click(
        fn=process_and_display_json,
        inputs=video_description,
        outputs=json_output,
    )

# Launch the interface
demo.launch(debug=False)