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import subprocess
# ํ์ํ ๋ผ์ด๋ธ๋ฌ๋ฆฌ ์ค์น ๋ฐ ์
๋ฐ์ดํธ
subprocess.run(["pip", "install", "--upgrade", "pip"])
subprocess.run(["pip", "install", "--upgrade", "openai", "yfinance", "gradio", "matplotlib", "Pillow"])
import os
import matplotlib.font_manager as fm
import matplotlib.pyplot as plt
import yfinance as yf
import numpy as np
import re # ํ๊ธ, ์ซ์, ๊ธฐํธ๋ฅผ ๋จ๊ธฐ๊ธฐ ์ํ ์ ๊ท ํํ์์ ์ฌ์ฉ
import gradio as gr
import io
from PIL import Image
from datetime import datetime, timedelta
from openai import OpenAI
# ... (์ค๊ฐ ์ฝ๋๋ ๊ทธ๋๋ก ์ ์ง)
# Gradio ์ธํฐํ์ด์ค ์์ฑ (3์ด ๋ ์ด์์)
with gr.Blocks() as demo:
gr.Markdown("## ์ฃผ๊ฐ ๊ทธ๋ํ์ ๋ด์ค ์์ฝ")
# CSS๋ก 3์ด ๋ด์ค ์์ฝ ํ์ดํ์ด ๋ฌ๋ฆฐ ํ์ ๋ค๋ชจ ์นธ ์์ฑ
demo.css("#news_output_box { background-color: #f0f0f0; padding: 20px; }")
with gr.Row():
with gr.Column(): # ์
๋ ฅ๊ฐ์ ๋ด์ ์ฒซ ๋ฒ์งธ ์ด
input_value = gr.Textbox(label="์ข
๋ชฉ๋ช
๋๋ ํฐ์ปค ์
๋ ฅ", placeholder="์: SK๋ฐ์ด์คํ, AAPL")
change_type = gr.Dropdown(choices=["์์น", "ํ๋ฝ"], label="์์น ๋๋ ํ๋ฝ ์ ํ", value="์์น")
percent_change = gr.Textbox(label="๋ณ๋ ํผ์ผํธ (%)", placeholder="์: 10", value="10")
submit_btn = gr.Button("Submit")
# ์์ (์ด์ ๋ ์ด์์์ผ๋ก ๋ณต์)
examples = [["SK๋ฐ์ด์คํ"],
["๋์ค๋ฅ ์์ด 1์"],
["๋์ค๋ฅ ํฌ์ค์ผ์ด ์์ด 1์"],
["๋์ค๋ฅ ๋ฐ์ด์คํ
์์ด 1์"],
["์ฝ์คํผ ์์ด 1์"],
["์ฝ์ค๋ฅ ์์ด 1์"]]
gr.Examples(examples=examples, inputs=[input_value])
with gr.Column(): # ๊ทธ๋ํ๋ฅผ ์ถ๋ ฅํ ๋ ๋ฒ์งธ ์ด
plot = gr.Image(label="์ฃผ๊ฐ ๊ทธ๋ํ")
date_dropdown = gr.Dropdown(label="์กฐ๊ฑด์ ํด๋นํ๋ ๋ ์ง ์ ํ", choices=[])
with gr.Column(): # ๋ด์ค ์์ฝ์ ์ถ๋ ฅํ ์ธ ๋ฒ์งธ ์ด
# news_output์ gr.Markdown์ผ๋ก ๋ณ๊ฒฝ, ๋น ์นธ์ ํ์ ๋ฐฐ๊ฒฝ์ผ๋ก ์ค์
news_output = gr.Markdown(label="๋ด์ค ์์ฝ", value="", elem_id="news_output_box")
# Submit ๋ฒํผ ํด๋ฆญ ์ ๊ทธ๋ํ ๋ฐ ๋ ์ง ๋๋กญ๋ค์ด ์
๋ฐ์ดํธ
submit_btn.click(
fn=display_stock_with_highlight,
inputs=[input_value, change_type, percent_change],
outputs=[plot, date_dropdown]
)
# ๋ ์ง ์ ํ ์ ๋ด์ค ์์ฝ ์
๋ฐ์ดํธ
date_dropdown.change(
fn=update_news,
inputs=[input_value, date_dropdown],
outputs=[news_output]
)
# Gradio ์คํ
demo.launch()
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