app.py

import gradio as gr
import numpy as np


def calculate_point(n_teammates, rank, n_teams, t):
    point = (
        (100000 / (n_teammates) ** 0.5)
        * ((rank) ** -0.75)
        * np.log10(1 + np.log10(n_teams))
        * np.exp(-1 * t / 500)
    )
    return point


def gradio_calculate_point(n_teammates, rank, n_teams, t):
    points = calculate_point(n_teammates, rank, n_teams, t)
    return f"Points: {int(points)}"


with gr.Blocks(title="Kaggle Points", theme=gr.themes.Ocean()) as demo:
    gr.Markdown("# 🏆 Kaggle Competition Points Calculator")
    gr.Markdown(
        "Calculate your Kaggle competition points based on team size, rank, total number of teams, and time elapsed."
    )

    with gr.Row():
        with gr.Column(scale=1):
            n_teammates = gr.Number(label="👥 Number of Teammates", value=1, minimum=1)
            rank = gr.Number(label="🥇 Final Rank", value=1, minimum=1)
            n_teams = gr.Number(label="🏁 Total Number of Teams", value=1000, minimum=1)
            t = gr.Number(label="⏱️ Time Elapsed (days)", value=0, minimum=0)

        with gr.Column(scale=1):
            calculate_btn = gr.Button(
                "🧮 Calculate Points", variant="primary", size="lg"
            )
            output = gr.Textbox(label="📊 Your Points", interactive=False, lines=2)

    calculate_btn.click(
        gradio_calculate_point, inputs=[n_teammates, rank, n_teams, t], outputs=output
    )


if __name__ == "__main__":
    demo.launch()