Spaces:
Sleeping
Sleeping
eddmpython commited on
Commit ·
a572e7a
1
Parent(s): a481d8e
Docker SDK → Gradio SDK 전환
Browse files- .dockerignore +0 -17
- Dockerfile +0 -24
- README.md +5 -4
- app.py +305 -0
- requirements.txt +2 -0
- scripts/hfPreload.py +0 -31
.dockerignore
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.git
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.github
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.venv
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.venv-wsl
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__pycache__
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*.pyc
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.pytest_cache
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.ruff_cache
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experiments
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notebooks
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tests
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docs
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blog
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landing
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data
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.claude
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*.egg-info
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Dockerfile
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# HuggingFace Spaces — DartLab 데모
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# CPU free tier (16GB RAM), port 7860
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FROM python:3.12-slim
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WORKDIR /app
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# 시스템 의존성
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RUN apt-get update && apt-get install -y --no-install-recommends \
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build-essential \
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&& rm -rf /var/lib/apt/lists/*
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# dartlab 설치
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RUN pip install --no-cache-dir dartlab
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# 샘플 데이터 프리로드 스크립트
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COPY scripts/hfPreload.py scripts/hfPreload.py
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RUN python scripts/hfPreload.py
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# HF Spaces 기본 포트
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EXPOSE 7860
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# 서버 실행
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CMD ["python", "-m", "dartlab.server"]
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README.md
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---
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title: DartLab
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emoji:
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colorFrom: red
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colorTo: yellow
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sdk:
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pinned: true
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license: mit
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short_description:
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---
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---
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title: DartLab
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emoji: 📊
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colorFrom: red
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colorTo: yellow
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sdk: gradio
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sdk_version: "5.0"
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app_file: app.py
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pinned: true
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license: mit
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short_description: DART + EDGAR disclosure analysis — try without install
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---
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app.py
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| 1 |
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"""DartLab Gradio Demo — DART/EDGAR 공시 분석."""
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from __future__ import annotations
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import gc
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import os
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import threading
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from collections import OrderedDict
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import gradio as gr
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import dartlab
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# ── 설정 ──────────────────────────────────────────────
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+
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_MAX_CACHE = 2
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_companyCache: OrderedDict = OrderedDict()
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_HAS_AI = bool(os.environ.get("OPENAI_API_KEY"))
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+
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if _HAS_AI:
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dartlab.llm.configure(provider="openai", api_key=os.environ["OPENAI_API_KEY"])
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# ── 유틸 ──────────────────────────────────────────────
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| 27 |
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def _toPandas(df):
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"""Polars/pandas DataFrame → pandas 변환."""
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| 29 |
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if df is None:
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return None
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| 31 |
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if hasattr(df, "to_pandas"):
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| 32 |
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return df.to_pandas()
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| 33 |
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return df
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| 34 |
+
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| 35 |
+
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| 36 |
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def _getCompany(code: str):
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| 37 |
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"""캐시된 Company 반환, 최대 2개 유지."""
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| 38 |
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code = code.strip()
|
| 39 |
+
if code in _companyCache:
|
| 40 |
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_companyCache.move_to_end(code)
|
| 41 |
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return _companyCache[code]
|
| 42 |
+
while len(_companyCache) >= _MAX_CACHE:
|
| 43 |
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_companyCache.popitem(last=False)
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| 44 |
+
gc.collect()
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| 45 |
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c = dartlab.Company(code)
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_companyCache[code] = c
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return c
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+
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| 49 |
+
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| 50 |
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# ── 프리로드 ──────────────────────────────────────────
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| 51 |
+
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| 52 |
+
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| 53 |
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def _warmup():
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| 54 |
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"""백그라운드 listing 캐시 워밍업."""
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| 55 |
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try:
|
| 56 |
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dartlab.search("삼성전자")
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| 57 |
+
except Exception:
|
| 58 |
+
pass
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| 59 |
+
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| 60 |
+
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| 61 |
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threading.Thread(target=_warmup, daemon=True).start()
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| 62 |
+
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| 63 |
+
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| 64 |
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# ── 핸들러: 검색 ─────────────────────────────────────
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| 65 |
+
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| 66 |
+
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| 67 |
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def handleSearch(keyword: str):
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| 68 |
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"""종목 검색."""
|
| 69 |
+
if not keyword or not keyword.strip():
|
| 70 |
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return None
|
| 71 |
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df = dartlab.search(keyword.strip())
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| 72 |
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return _toPandas(df)
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| 73 |
+
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| 74 |
+
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| 75 |
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# ── 핸들러: 기업 개요 + 재무 ─────────────────────────
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| 76 |
+
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| 77 |
+
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| 78 |
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def handleLoadCompany(code: str):
|
| 79 |
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"""기업 개요 로드 → (기본정보 markdown, topics 리스트, 재무 DataFrame)."""
|
| 80 |
+
if not code or not code.strip():
|
| 81 |
+
return "종목코드를 입력하세요.", gr.update(choices=[]), None
|
| 82 |
+
try:
|
| 83 |
+
c = _getCompany(code)
|
| 84 |
+
except Exception as e:
|
| 85 |
+
return f"로드 실패: {e}", gr.update(choices=[]), None
|
| 86 |
+
|
| 87 |
+
# 기본정보
|
| 88 |
+
info = f"## {c.corpName} ({c.stockCode})\n"
|
| 89 |
+
info += f"- 시장: {c.market}\n"
|
| 90 |
+
if hasattr(c, "currency") and c.currency:
|
| 91 |
+
info += f"- 통화: {c.currency}\n"
|
| 92 |
+
|
| 93 |
+
# topics
|
| 94 |
+
topics = []
|
| 95 |
+
try:
|
| 96 |
+
topics = list(c.topics) if c.topics else []
|
| 97 |
+
except Exception:
|
| 98 |
+
pass
|
| 99 |
+
|
| 100 |
+
# IS 기본 로드
|
| 101 |
+
finance = None
|
| 102 |
+
try:
|
| 103 |
+
finance = _toPandas(c.IS)
|
| 104 |
+
except Exception:
|
| 105 |
+
pass
|
| 106 |
+
|
| 107 |
+
return info, gr.update(choices=topics, value=topics[0] if topics else None), finance
|
| 108 |
+
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| 109 |
+
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| 110 |
+
def handleFinance(code: str, sheet: str):
|
| 111 |
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"""재무제표 시트 전환."""
|
| 112 |
+
if not code or not code.strip():
|
| 113 |
+
return None
|
| 114 |
+
try:
|
| 115 |
+
c = _getCompany(code)
|
| 116 |
+
except Exception:
|
| 117 |
+
return None
|
| 118 |
+
|
| 119 |
+
lookup = {"BS": "BS", "IS": "IS", "CF": "CF", "ratios": "ratios"}
|
| 120 |
+
attr = lookup.get(sheet, "IS")
|
| 121 |
+
try:
|
| 122 |
+
result = getattr(c, attr, None)
|
| 123 |
+
return _toPandas(result)
|
| 124 |
+
except Exception:
|
| 125 |
+
return None
|
| 126 |
+
|
| 127 |
+
|
| 128 |
+
# ── 핸들러: Sections ──────────────────────────────────
|
| 129 |
+
|
| 130 |
+
|
| 131 |
+
def handleShow(code: str, topic: str):
|
| 132 |
+
"""sections show → DataFrame 또는 Markdown."""
|
| 133 |
+
if not code or not topic:
|
| 134 |
+
return None, ""
|
| 135 |
+
try:
|
| 136 |
+
c = _getCompany(code)
|
| 137 |
+
result = c.show(topic)
|
| 138 |
+
except Exception as e:
|
| 139 |
+
return None, f"조회 실패: {e}"
|
| 140 |
+
|
| 141 |
+
if result is None:
|
| 142 |
+
return None, "데이터 없음"
|
| 143 |
+
if hasattr(result, "to_pandas"):
|
| 144 |
+
return _toPandas(result), ""
|
| 145 |
+
return None, str(result)
|
| 146 |
+
|
| 147 |
+
|
| 148 |
+
# ── 핸들러: AI Chat ───────────────────────────────────
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| 149 |
+
|
| 150 |
+
|
| 151 |
+
def handleChat(message: str, history: list, code: str):
|
| 152 |
+
"""AI 분석 대화."""
|
| 153 |
+
if not _HAS_AI:
|
| 154 |
+
history = history + [
|
| 155 |
+
{"role": "user", "content": message},
|
| 156 |
+
{"role": "assistant", "content": "OPENAI_API_KEY가 설정되지 않았습니다.\n\nHuggingFace Spaces Settings → Variables and secrets에서 설정하세요."},
|
| 157 |
+
]
|
| 158 |
+
return history, ""
|
| 159 |
+
|
| 160 |
+
stockCode = code.strip() if code else None
|
| 161 |
+
if not stockCode:
|
| 162 |
+
history = history + [
|
| 163 |
+
{"role": "user", "content": message},
|
| 164 |
+
{"role": "assistant", "content": "먼저 Company 탭에서 종목을 로드하세요."},
|
| 165 |
+
]
|
| 166 |
+
return history, ""
|
| 167 |
+
|
| 168 |
+
# ask() 호출 — raw=True로 Generator 받아서 스트리밍
|
| 169 |
+
try:
|
| 170 |
+
if stockCode:
|
| 171 |
+
query = f"{stockCode} {message}"
|
| 172 |
+
else:
|
| 173 |
+
query = message
|
| 174 |
+
answer = dartlab.ask(query, stream=False, raw=False)
|
| 175 |
+
except Exception as e:
|
| 176 |
+
answer = f"분석 실패: {e}"
|
| 177 |
+
|
| 178 |
+
history = history + [
|
| 179 |
+
{"role": "user", "content": message},
|
| 180 |
+
{"role": "assistant", "content": answer if answer else "응답 없음"},
|
| 181 |
+
]
|
| 182 |
+
return history, ""
|
| 183 |
+
|
| 184 |
+
|
| 185 |
+
# ── UI ────────────────────────────────────────────────
|
| 186 |
+
|
| 187 |
+
_CSS = """
|
| 188 |
+
.main-title { text-align: center; margin-bottom: 0.5em; }
|
| 189 |
+
.subtitle { text-align: center; color: #666; margin-top: 0; }
|
| 190 |
+
"""
|
| 191 |
+
|
| 192 |
+
with gr.Blocks(
|
| 193 |
+
title="DartLab — DART/EDGAR 공시 분석",
|
| 194 |
+
theme=gr.themes.Soft(),
|
| 195 |
+
css=_CSS,
|
| 196 |
+
) as demo:
|
| 197 |
+
gr.Markdown("# DartLab", elem_classes="main-title")
|
| 198 |
+
gr.Markdown(
|
| 199 |
+
"DART 전자공시 + EDGAR — 종목코드 하나로 기업 분석",
|
| 200 |
+
elem_classes="subtitle",
|
| 201 |
+
)
|
| 202 |
+
|
| 203 |
+
# 공유 state
|
| 204 |
+
codeState = gr.State("")
|
| 205 |
+
|
| 206 |
+
with gr.Tabs():
|
| 207 |
+
# ── Tab 1: 검색 ──
|
| 208 |
+
with gr.Tab("Search"):
|
| 209 |
+
with gr.Row():
|
| 210 |
+
searchInput = gr.Textbox(
|
| 211 |
+
label="종목 검색",
|
| 212 |
+
placeholder="삼성전자, AAPL, 005930 ...",
|
| 213 |
+
scale=4,
|
| 214 |
+
)
|
| 215 |
+
searchBtn = gr.Button("검색", scale=1, variant="primary")
|
| 216 |
+
searchResult = gr.DataFrame(label="검색 결과", interactive=False)
|
| 217 |
+
|
| 218 |
+
with gr.Row():
|
| 219 |
+
selectedCode = gr.Textbox(
|
| 220 |
+
label="종목코드 입력 후 분석",
|
| 221 |
+
placeholder="005930",
|
| 222 |
+
scale=4,
|
| 223 |
+
)
|
| 224 |
+
loadBtn = gr.Button("분석하기", scale=1, variant="primary")
|
| 225 |
+
|
| 226 |
+
searchBtn.click(handleSearch, inputs=searchInput, outputs=searchResult)
|
| 227 |
+
searchInput.submit(handleSearch, inputs=searchInput, outputs=searchResult)
|
| 228 |
+
|
| 229 |
+
# ── Tab 2: 기업 + 재무 ──
|
| 230 |
+
with gr.Tab("Company"):
|
| 231 |
+
companyInfo = gr.Markdown("종목코드를 입력하고 '분석하기'를 클릭하세요.")
|
| 232 |
+
|
| 233 |
+
with gr.Row():
|
| 234 |
+
sheetSelect = gr.Dropdown(
|
| 235 |
+
choices=["IS", "BS", "CF", "ratios"],
|
| 236 |
+
value="IS",
|
| 237 |
+
label="재무제표",
|
| 238 |
+
scale=1,
|
| 239 |
+
)
|
| 240 |
+
financeTable = gr.DataFrame(label="재무제표", interactive=False)
|
| 241 |
+
|
| 242 |
+
sheetSelect.change(
|
| 243 |
+
handleFinance,
|
| 244 |
+
inputs=[codeState, sheetSelect],
|
| 245 |
+
outputs=financeTable,
|
| 246 |
+
)
|
| 247 |
+
|
| 248 |
+
# ── Tab 3: Sections ──
|
| 249 |
+
with gr.Tab("Sections"):
|
| 250 |
+
gr.Markdown("topic × period 수평화 — 기업의 전체 지도")
|
| 251 |
+
topicSelect = gr.Dropdown(
|
| 252 |
+
choices=[],
|
| 253 |
+
label="Topic",
|
| 254 |
+
interactive=True,
|
| 255 |
+
)
|
| 256 |
+
sectionTable = gr.DataFrame(label="Section 데이터", interactive=False)
|
| 257 |
+
sectionText = gr.Markdown("")
|
| 258 |
+
|
| 259 |
+
topicSelect.change(
|
| 260 |
+
handleShow,
|
| 261 |
+
inputs=[codeState, topicSelect],
|
| 262 |
+
outputs=[sectionTable, sectionText],
|
| 263 |
+
)
|
| 264 |
+
|
| 265 |
+
# ── Tab 4: AI Chat ──
|
| 266 |
+
with gr.Tab("AI Chat"):
|
| 267 |
+
if not _HAS_AI:
|
| 268 |
+
gr.Markdown(
|
| 269 |
+
"**AI 분석을 사용하려면** HuggingFace Spaces Settings → "
|
| 270 |
+
"Variables and secrets에서 `OPENAI_API_KEY`를 설정하세요."
|
| 271 |
+
)
|
| 272 |
+
chatbot = gr.Chatbot(label="AI 분석", type="messages", height=500)
|
| 273 |
+
with gr.Row():
|
| 274 |
+
chatInput = gr.Textbox(
|
| 275 |
+
label="질문",
|
| 276 |
+
placeholder="재무건전성 분석해줘, 배당 이상 징후 찾아줘 ...",
|
| 277 |
+
scale=5,
|
| 278 |
+
)
|
| 279 |
+
chatBtn = gr.Button("전송", scale=1, variant="primary")
|
| 280 |
+
|
| 281 |
+
chatBtn.click(
|
| 282 |
+
handleChat,
|
| 283 |
+
inputs=[chatInput, chatbot, codeState],
|
| 284 |
+
outputs=[chatbot, chatInput],
|
| 285 |
+
)
|
| 286 |
+
chatInput.submit(
|
| 287 |
+
handleChat,
|
| 288 |
+
inputs=[chatInput, chatbot, codeState],
|
| 289 |
+
outputs=[chatbot, chatInput],
|
| 290 |
+
)
|
| 291 |
+
|
| 292 |
+
# ── 분석하기 버튼 → Company 탭 로드 ──
|
| 293 |
+
loadBtn.click(
|
| 294 |
+
lambda code: code.strip(),
|
| 295 |
+
inputs=selectedCode,
|
| 296 |
+
outputs=codeState,
|
| 297 |
+
).then(
|
| 298 |
+
handleLoadCompany,
|
| 299 |
+
inputs=selectedCode,
|
| 300 |
+
outputs=[companyInfo, topicSelect, financeTable],
|
| 301 |
+
)
|
| 302 |
+
|
| 303 |
+
|
| 304 |
+
if __name__ == "__main__":
|
| 305 |
+
demo.launch(server_name="0.0.0.0", server_port=7860)
|
requirements.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dartlab>=0.7.8
|
| 2 |
+
gradio>=5.0,<6
|
scripts/hfPreload.py
DELETED
|
@@ -1,31 +0,0 @@
|
|
| 1 |
-
"""HuggingFace Spaces Docker 빌드 시 샘플 데이터 프리로드.
|
| 2 |
-
|
| 3 |
-
삼성전자(005930)와 AAPL 데이터를 미리 다운로드하여
|
| 4 |
-
cold start 시간을 줄인다.
|
| 5 |
-
"""
|
| 6 |
-
|
| 7 |
-
from __future__ import annotations
|
| 8 |
-
|
| 9 |
-
import os
|
| 10 |
-
import sys
|
| 11 |
-
|
| 12 |
-
# Docker 빌드 환경에서는 dartlab이 이미 pip install된 상태
|
| 13 |
-
sys.path.insert(0, os.path.join(os.path.dirname(__file__), "..", "src"))
|
| 14 |
-
|
| 15 |
-
SAMPLES = ["005930", "AAPL"]
|
| 16 |
-
|
| 17 |
-
|
| 18 |
-
def main() -> None:
|
| 19 |
-
from dartlab.core.dataLoader import download
|
| 20 |
-
|
| 21 |
-
for code in SAMPLES:
|
| 22 |
-
print(f" preloading {code}...")
|
| 23 |
-
try:
|
| 24 |
-
download(code)
|
| 25 |
-
print(f" {code} done")
|
| 26 |
-
except Exception as e: # noqa: BLE001
|
| 27 |
-
print(f" {code} skipped: {e}")
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
if __name__ == "__main__":
|
| 31 |
-
main()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|