app.py

import pathlib
import tempfile
from typing import BinaryIO, Literal
import json
from datasets import Dataset

import gradio as gr
from evaluation import evaluate_problem
from datetime import datetime


PROBLEM_TYPES = ["geometrical", "simple_to_build", "mhd_stable"]

def evaluate_boundary(
    problem_type: Literal["geometrical", "simple_to_build", "mhd_stable"],
    boundary_file: BinaryIO,
) -> str:
    file_path = boundary_file.name
    if not file_path:
        return "Error: Uploaded file object does not have a valid file path."
    
    path_obj = pathlib.Path(file_path)
    timestamp = datetime.utcnow().isoformat()

    with (
        path_obj.open("rb") as f_in,
        tempfile.NamedTemporaryFile(delete=False, suffix=".json") as tmp,
    ):
        file_content = f_in.read()
        tmp.write(file_content)
        tmp_path = pathlib.Path(tmp.name)
    try:
        result = evaluate_problem(problem_type, str(tmp_path))
        output = str(result)
    except Exception as e:
        output = f"Error during evaluation:\n{e}"
    finally:
        tmp_path.unlink()

    save_to_dataset(problem_type, file_content, timestamp, output)
    return output


def save_to_dataset(problem_type, file_content, timestamp, result):
    # Example: convert to one-row dataframe
    record = {
        "submission_time": timestamp,
        "problem_type": problem_type,
        "boundary_json": file_content.decode("utf-8"),  # Or store file path or URL
        "result": result,
    }

    # If this is the first entry, create dataset
    dataset_file = "local_dataset.jsonl"
    with open(dataset_file, "a") as f:
        f.write(json.dumps(record) + "\n")

def gradio_interface() -> gr.Blocks:
    with gr.Blocks() as demo:
        gr.Markdown(
            """
        # Plasma Boundary Evaluation App
        Upload your plasma boundary JSON and select the problem type to get your score.
        """
        )
        with gr.Row():
            problem_type = gr.Dropdown(
                PROBLEM_TYPES, label="Problem Type", value="geometrical"
            )
            boundary_file = gr.File(label="Boundary JSON File (.json)")

        boundary_file
        output = gr.Textbox(label="Evaluation Result", lines=10)
        submit_btn = gr.Button("Evaluate")
        submit_btn.click(
            evaluate_boundary,
            inputs=[problem_type, boundary_file],
            outputs=output,
        )
    return demo


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