app.py

import gradio as gr
import pandas as pd
import requests
import io

def fetch_data(url):
    """從 URL 獲取資料並返回 DataFrame"""
    try:
        response = requests.get(url)
        response.raise_for_status()
        return pd.read_csv(io.StringIO(response.content.decode('utf-8-sig')))
    except Exception as e:
        return f"錯誤：{str(e)}"

def load_board_data():
    """載入董事會資料"""
    url = "https://mopsfin.twse.com.tw/opendata/t187ap46_O_16.csv"
    df = fetch_data(url)
    if isinstance(df, pd.DataFrame):
        return df, "董事會資料載入成功！"
    return None, df

def load_ghg_data():
    """載入溫室氣體排放資料"""
    url = "https://mopsfin.twse.com.tw/opendata/t187ap46_O_6.csv"
    df = fetch_data(url)
    if isinstance(df, pd.DataFrame):
        return df, "溫室氣體排放資料載入成功！"
    return None, df

def load_esg_data():
    """載入 ESG 綜合資料"""
    url = "https://mopsfin.twse.com.tw/opendata/t187ap46_O_1.csv"
    df = fetch_data(url)
    if isinstance(df, pd.DataFrame):
        df = df.dropna()
        return df, "ESG 綜合資料載入成功！"
    return None, df

def process_and_display(data_choice):
    """處理並顯示所選資料"""
    if data_choice == "董事會":
        df, message = load_board_data()
    elif data_choice == "溫室氣體":
        df, message = load_ghg_data()
    else:
        df, message = load_esg_data()
    
    if df is not None:
        # 計算基本統計資訊
        stats = f"""
        資料列數：{len(df)}
        資料欄位：{', '.join(df.columns)}
        """
        return df.head().to_html(), stats, message
    return "", "", message

# 創建 Gradio 介面
with gr.Blocks() as app:
    gr.Markdown("# 上櫃公司 ESG 資訊查詢系統")
    
    with gr.Row():
        data_choice = gr.Radio(
            choices=["董事會", "溫室氣體", "ESG綜合"],
            label="選擇資料類型",
            value="董事會"
        )
    
    with gr.Row():
        load_btn = gr.Button("載入資料")
    
    with gr.Row():
        output_message = gr.Textbox(label="狀態訊息")
    
    with gr.Row():
        stats_display = gr.Textbox(label="資料統計", lines=5)
    
    with gr.Row():
        data_display = gr.HTML(label="資料預覽")
    
    load_btn.click(
        process_and_display,
        inputs=[data_choice],
        outputs=[data_display, stats_display, output_message]
    )

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