Update app.py
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app.py
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import os
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import requests
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import
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from datetime import datetime
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from transformers import pipeline
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#
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def get_school_info(region_code, school_name, api_key):
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url = f"https://open.neis.go.kr/hub/schoolInfo?KEY={api_key}&Type=json&pIndex=1&pSize=1&SCHUL_NM={school_name}&ATPT_OFCDC_SC_CODE={region_code}"
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res = requests.get(url)
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@@ -28,79 +32,82 @@ def summarize_schedule(rows, school_name, year):
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lines = []
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for row in rows:
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date = row["AA_YMD"]
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dt = datetime.strptime(date, "%Y%m%d").strftime("%-m
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event = row["EVENT_NM"]
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lines.append(f"{dt}: {event}")
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text = "\n".join(lines)
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prompt = f"{school_name}
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result = llm([{"role": "user", "content": prompt}])
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return result[0]["generated_text"].replace(prompt, "").strip()
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#
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region_options = {
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"B10": "μμΈ", "C10": "λΆμ°", "D10": "λꡬ", "E10": "μΈμ²", "F10": "κ΄μ£Ό", "G10": "λμ ",
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"H10": "μΈμ°", "I10": "μΈμ’
", "J10": "κ²½κΈ°", "K10": "κ°μ", "M10": "μΆ©λΆ", "N10": "μΆ©λ¨",
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"P10": "μ λΆ", "Q10": "μ λ¨", "R10": "κ²½λΆ", "S10": "κ²½λ¨", "T10": "μ μ£Ό"
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}
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demo.launch()
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import os
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import requests
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import streamlit as st
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from datetime import datetime
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from transformers import pipeline
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# Gemma λͺ¨λΈ λ‘λ©
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@st.cache_resource
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def load_model():
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return pipeline("text-generation", model="google/gemma-2-2b-it", max_new_tokens=512)
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llm = load_model()
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# νκ΅ μ 보 λ° μΌμ κ°μ Έμ€κΈ° ν¨μ
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def get_school_info(region_code, school_name, api_key):
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url = f"https://open.neis.go.kr/hub/schoolInfo?KEY={api_key}&Type=json&pIndex=1&pSize=1&SCHUL_NM={school_name}&ATPT_OFCDC_SC_CODE={region_code}"
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res = requests.get(url)
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lines = []
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for row in rows:
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date = row["AA_YMD"]
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dt = datetime.strptime(date, "%Y%m%d").strftime("%-mζ %-dζ₯")
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event = row["EVENT_NM"]
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lines.append(f"{dt}: {event}")
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text = "\n".join(lines)
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prompt = f"{school_name}κ° {year}λ
λμ κ°μ§λ νμ¬μΌμ μ λ€μκ³Ό κ°μ΅λλ€:\n{text}\nμ£Όμ μΌμ μ κ°λ³μ μΌλ‘ μμ½ν΄μ£ΌμΈμ."
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result = llm([{"role": "user", "content": prompt}])
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return result[0]["generated_text"].replace(prompt, "").strip()
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# Streamlit UI
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st.set_page_config(page_title="νμ¬μΌμ μΊλ¦°λ", layout="centered")
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st.title("π
νμ¬μΌμ μΊλ¦°λ + AI μμ½")
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st.markdown("NEIS APIμμ νμ¬μΌμ μ λΆλ¬μ€κ³ FullCalendarλ‘ μκ°νν©λλ€.")
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region_options = {
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"B10": "μμΈ", "C10": "λΆμ°", "D10": "λꡬ", "E10": "μΈμ²", "F10": "κ΄μ£Ό", "G10": "λμ ",
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"H10": "μΈμ°", "I10": "μΈμ’
", "J10": "κ²½κΈ°", "K10": "κ°μ", "M10": "μΆ©λΆ", "N10": "μΆ©λ¨",
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"P10": "μ λΆ", "Q10": "μ λ¨", "R10": "κ²½λΆ", "S10": "κ²½λ¨", "T10": "μ μ£Ό"
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}
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with st.form("query_form"):
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region = st.selectbox("μ§μ κ΅μ‘μ²", options=list(region_options.keys()), format_func=lambda x: f"{region_options[x]} ({x})")
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school_name = st.text_input("νκ΅λͺ
", placeholder="μ: μ리μ΄λ±νκ΅")
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year = st.selectbox("λ
λ", options=[2022, 2023, 2024, 2025], index=2)
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submitted = st.form_submit_button("π
νμ¬μΌμ λΆλ¬μ€κΈ°")
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if submitted:
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with st.spinner("μΌμ λΆλ¬μ€λ μ€..."):
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api_key = os.environ.get("NEIS_API_KEY", "a69e08342c8947b4a52cd72789a5ecaf")
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school_code, region_code = get_school_info(region, school_name, api_key)
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if not school_code:
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st.error("νκ΅ μ 보λ₯Ό μ°Ύμ μ μμ΅λλ€.")
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else:
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schedule_rows = get_schedule(region_code, school_code, year, api_key)
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if not schedule_rows:
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st.info("ν΄λΉ 쑰건μ νμ¬μΌμ μ΄ μμ΅λλ€.")
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else:
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# μΌμ λ°μ΄ν°λ₯Ό HTML μΊλ¦°λμ λ£κΈ° μν JSON μμ±
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events = [
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{
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"title": row["EVENT_NM"],
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"start": datetime.strptime(row["AA_YMD"], "%Y%m%d").strftime("%Y-%m-%d")
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}
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for row in schedule_rows
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]
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import json
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event_json = json.dumps(events, ensure_ascii=False)
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# FullCalendar μ½μ
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st.components.v1.html(f"""
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<html>
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<head>
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<link href='https://cdn.jsdelivr.net/npm/[email protected]/index.global.min.css' rel='stylesheet' />
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<script src='https://cdn.jsdelivr.net/npm/[email protected]/index.global.min.js'></script>
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<script>
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document.addEventListener('DOMContentLoaded', function() {{
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var calendarEl = document.getElementById('calendar');
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var calendar = new FullCalendar.Calendar(calendarEl, {{
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initialView: 'dayGridMonth',
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locale: 'ko',
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height: 600,
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events: {event_json}
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}});
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calendar.render();
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}});
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</script>
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</head>
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<body>
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<div id='calendar'></div>
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</body>
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</html>
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""", height=650)
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with st.expander("β¨ 1λ
μΉ μμ½ λ³΄κΈ°", expanded=False):
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if st.button("π€ μμ½ μμ±νκΈ°"):
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with st.spinner("Gemma λͺ¨λΈμ΄ μμ½ μ€..."):
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summary = summarize_schedule(schedule_rows, school_name, year)
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st.success("μμ½ μλ£!")
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st.markdown(f"**{school_name} {year}λ
νμ¬μΌμ μμ½:**\n\n{summary}")
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