| Name | kiwoom-restful JSON |
| Version |
0.2.5
JSON |
| download |
| home_page | None |
| Summary | Simple Python Wrapper for Kiwoom REST API+ |
| upload_time | 2025-09-14 18:18:55 |
| maintainer | None |
| docs_url | None |
| author | None |
| requires_python | >=3.10 |
| license | None |
| keywords |
키움증권
kiwoom
heroes
rest api
|
| VCS |
 |
| bugtrack_url |
|
| requirements |
No requirements were recorded.
|
| Travis-CI |
No Travis.
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| coveralls test coverage |
No coveralls.
|
# Kiwoom REST API
Simple Python Wrapper for Kiwoom RESTful API
## What is it?
* 키움증권에서 제공하는 'REST' API 인터페이스 사용을 위한 간단한 Python Wrapper 모듈
* 네트워크 프로토콜 디테일은 숨기고 투자 전략 로직에 집중할 수 있도록 설계
* 직접 개발하고자 하는 사람을 위한 모듈로 부가적인 기능은 최대한 배제
* 'REST' API가 아닌 기존 PyQt 기반 OCX 방식 API는 [이곳][ocx]을 참조
## Table of Contents
- [Kiwoom REST API](#kiwoom-rest-api)
- [What is it?](#what-is-it)
- [Table of Contents](#table-of-contents)
- [Features](#features)
- [Installation](#installation)
- [Examples](#examples)
- [Architecture](#architecture)
- [License](#license)
- [Disclaimer](#disclaimer)
## Features
* 간결한 API를 통한 빠른 프로토 타입 및 전략 최적화
* Async Http 요청 및 응답 + Websocket 데이터 처리
* 실시간 데이터 처리를 위한 non-블로킹 콜백 시스템
* msgpsec / orjson 기반 실시간 고속 json 파싱
* 초당 Http 연결/호출 제한 자동관리
* Websocket ping-pong 자동처리
모듈 관련 상세한 API 문서 페이지는 [이곳][doc]을 참고해 주세요.
## Installation
```bash
# install from pypi
pip install -U kiwoom-restful
# install from git fork/clone
pip install -e ,
```
Requirements
* python 3.11+ recommended (at leaset 3.10+)
* install uvloop is a plus for linux environment
```python
import asyncio, uvloop
asyncio.set_event_loop_policy(uvloop.EventLoopPolicy())
```
## Examples
기본적인 API 구현 및 Bot 활용예시
```python
from kiwoom import API, Bot
from kiwoom.http import Response
# API 상세 구현
class MyAPI(API):
def __init__(self, host:str, appkey: str, secretkey: str):
super().__init__(host, appkey, secretkey)
# 증권사별매매상위요청
async def what_stocks_ebest_bought_today(self) -> list[dict]:
endpoint = '/api/dostk/rkinfo'
api_id = 'ka10039'
data = {
'mmcm_cd': '063', # 회원사코드
'trde_qty_tp': '0', # 거래량구분 (전체 '0')
'trde_tp': '1', # 매매구분 (순매수 '1')
'dt': '0', # 기간 (당일 '0')
'stex_tp': '3' # 거래소구분 (통합 '3')
}
# 다음 데이터가 있으면 무조건 계속 요청
should_continue = lambda res: True
# 키움 REST API 서버 응답 데이터 취합 후 반환
res: dict = await self.request_until(
should_continue,
endpoint,
api_id,
data=data
)
key = 'sec_trde_upper'
if key in res:
return res[key]
return [] # or raise Exception
# API 활용 클래스
class MyBot(Bot):
def __init__(self, host: str, appkey: str, secretkey: str):
super().__init__(
host, appkey, secretkey,
api=MyAPI(host, appkey, secretkey)
)
self.blacklist: set[str] = set()
async def add_to_blacklist(self) -> None:
data = await self.api.what_stocks_ebest_bought_today()
ETFs = ("KODEX", "TIGER", "RISE")
top10 = data[:10]
for item in top10:
# Roughly skip ETFs
name = item["stk_nm"]
if any(etf in name for etf in ETFs):
continue
self.blacklist.add(item["stk_cd"])
```
Bot 기본 내장함수 2가지 활용예시
```python
import asyncio
from kiwoom import Bot
from kiwoom.proc import candle, trade
class MyBot(Bot):
async def run():
# 분봉차트 데이터
code = '005930_AL' # 거래소 통합코드
df = await self.candle(
code=code,
period='min', # 'tick' | 'min' | 'day'
ctype='stock', # 'stock' | 'sector'
start='20250901',
end='',
)
await candle.to_csv(file=f'{code}.csv', path='./', df)
# 계좌 체결내역 데이터 (최근 2달만)
fmt = '%Y%m%d'
today = datetime.today()
start = today - timedelta(days=60)
start = start.strftime(fmt)
end = end.strftime(fmt)
trs = self.trade(start, end)
# 키움증권 0343 매매내역 화면 스타일로 저장
await trade.to_csv('trade.csv', './', trs)
```
Websocket 실시간 데이터 요청 구현예시
```python
import asyncio
import orjson
import pandas as pd
from kiwoom import Bot
from kiwoom.config.real import RealData
class MyBot(Bot):
def __init__(self, host: str, appkey: str, secretkey: str):
super().__init__(host, appkey, secretkey)
self.ticks: list[dict[str, str]] = []
async def on_receive_order_book(msg: RealData):
# 호가 데이터 처리 콜백함수 예시
# RealData(
# values: bytes # utf-8 encoded bytes
# type: str, # API type (ex. 0B, 0D, ...)
# name: str, # API name (ex. 주식체결, 주식호가잔량, ...)
# item: str # 종목코드
# )
# values는 기호에 맞게 parsing 해서 사용
# msg.values = json.loads(msg.values) # slow
msg.values = orjson.loads(msg.values) # fast
print(
f"종목코드: {msg.item}, "
f"최우선매도호가: {msg.values['41']}"
f"최우선매수호가: {msg.values['51']}"
)
async def on_receive_tick(msg: RealData):
# 체결 데이터 처리 콜백함수 예시
self.list.append(orjson.loads(msg.values))
if len(self.list) >= 100:
df = pd.DataFrame(self.list)
print(df)
async def run():
# 거래소 통합 종목코드 받아오기
kospi, kosdaq = '0', '10'
kospi_codes = await bot.stock_list(kospi, ats=True)
kosdaq_codes = await bot.stock_list(kosdaq, ats=True)
# 호가 데이터 수신 시 콜백 등록
self.api.add_callback_on_real_data(
real_type="0D", # 실시간시세 > 주식호가잔량
callback=self.on_receive_order_book
)
# 체결 데이터 수신 시 콜백 등록
self.api.add_callback_on_real_data(
real_tyle="0B", # 실시간시세 > 주식체결
callback=self.on_receive_tick
)
# 데이터 수신을 위한 서버 요청
# > 데이터가 수신되면 자동으로 콜백이 호출됨
# > grp_no(그룹 번호) 별 종목코드(최대 100개) 관리 필요
codes1 = kospi_codes[:100]
await self.api.register_hoga(grp_no='1', codes=codes1)
await self.api.register_tick(grp_no='1', codes=codes1)
codes2 = kosdaq_codes[:100]
await self.api.register_hoga(grp_no='2', codes=codes2)
codes3 = kospi_codes[100:200]
await self.api.register_tick(grp_no='3', codes=codes1)
# 데이터 수신 해제
await self.api.remove_register(grp_no='1', type=['0B', '0D'])
await self.api.remove_register(grp_no='2', type='0D') # 호가 '0D'
await self.api.remove_register(grp_no='3', type='0B') # 체결 '0B'
```
실제 운영을 위한 스크립트 예시
```python
import asyncio
from kiwoom import Bot, REAL
async def main():
# appkey, secretkey 파일 위치 예시
appkey = "../keys/appkey.txt"
secretkey = "../keys/secretkey.txt"
# context 사용을 통한 연결 및 리소스 관리
async with MyBot(host=REAL, appkey, secretkey) as bot:
bot.debug(True) # 요청 및 응답 프린트
await bot.connect()
await bot.run()
# context 외부는 자동 연결 해제
print('Done')
if __name__ == '__main__':
asyncio.run(main())
```
## Architecture
Layered Roles
* Client : Http 요청 횟수 제한 관리 및 데이터 연속 조회 관리
* Socket : WebSocket 연결 및 수명 관리, 데이터 수신 후 asyncio.Queue에 전달
* API :
* 기본적인 REST API Http 요청 및 응답 관리
* Queue를 소비하며 ping-pong, login 및 데이터 디코딩 수행
* 실시간 데이터 주제별 스트림/콜백/구독 관리
* Bot : API 기능을 활용하여 전략을 수행하도록 사용자가 구현
## License
[MIT License][mit] © Contributors
## Disclaimer
* 본 프로젝트는 키움증권 공식 프로젝트가 아닙니다.
* 실제 운용 전 모의 테스트 환경에서 충분히 검증 바랍니다.
* 발생한 어떠한 손실에 대하여도 본 프로젝트의 개발자는 책임이 없음을 알립니다.
[ocx]: https://github.com/breadum/kiwoom
[doc]: https://breadum.github.io/kiwoom-restful/latest/api
[mit]: https://github.com/breadum/kiwoom-restful?tab=MIT-1-ov-file
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"description": "# Kiwoom REST API\nSimple Python Wrapper for Kiwoom RESTful API \n\n## What is it?\n* \ud0a4\uc6c0\uc99d\uad8c\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 'REST' API \uc778\ud130\ud398\uc774\uc2a4 \uc0ac\uc6a9\uc744 \uc704\ud55c \uac04\ub2e8\ud55c Python Wrapper \ubaa8\ub4c8\n* \ub124\ud2b8\uc6cc\ud06c \ud504\ub85c\ud1a0\ucf5c \ub514\ud14c\uc77c\uc740 \uc228\uae30\uace0 \ud22c\uc790 \uc804\ub7b5 \ub85c\uc9c1\uc5d0 \uc9d1\uc911\ud560 \uc218 \uc788\ub3c4\ub85d \uc124\uacc4\n* \uc9c1\uc811 \uac1c\ubc1c\ud558\uace0\uc790 \ud558\ub294 \uc0ac\ub78c\uc744 \uc704\ud55c \ubaa8\ub4c8\ub85c \ubd80\uac00\uc801\uc778 \uae30\ub2a5\uc740 \ucd5c\ub300\ud55c \ubc30\uc81c\n* 'REST' API\uac00 \uc544\ub2cc \uae30\uc874 PyQt \uae30\ubc18 OCX \ubc29\uc2dd API\ub294 [\uc774\uacf3][ocx]\uc744 \ucc38\uc870\n\n## Table of Contents\n- [Kiwoom REST API](#kiwoom-rest-api)\n - [What is it?](#what-is-it)\n - [Table of Contents](#table-of-contents)\n - [Features](#features)\n - [Installation](#installation)\n - [Examples](#examples)\n - [Architecture](#architecture)\n - [License](#license)\n - [Disclaimer](#disclaimer)\n\n## Features\n* \uac04\uacb0\ud55c API\ub97c \ud1b5\ud55c \ube60\ub978 \ud504\ub85c\ud1a0 \ud0c0\uc785 \ubc0f \uc804\ub7b5 \ucd5c\uc801\ud654\n* Async Http \uc694\uccad \ubc0f \uc751\ub2f5 + Websocket \ub370\uc774\ud130 \ucc98\ub9ac\n* \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \uc704\ud55c non-\ube14\ub85c\ud0b9 \ucf5c\ubc31 \uc2dc\uc2a4\ud15c \n* msgpsec / orjson \uae30\ubc18 \uc2e4\uc2dc\uac04 \uace0\uc18d json \ud30c\uc2f1\n* \ucd08\ub2f9 Http \uc5f0\uacb0/\ud638\ucd9c \uc81c\ud55c \uc790\ub3d9\uad00\ub9ac\n* Websocket ping-pong \uc790\ub3d9\ucc98\ub9ac\n\n\ubaa8\ub4c8 \uad00\ub828 \uc0c1\uc138\ud55c API \ubb38\uc11c \ud398\uc774\uc9c0\ub294 [\uc774\uacf3][doc]\uc744 \ucc38\uace0\ud574 \uc8fc\uc138\uc694.\n\n## Installation\n```bash\n# install from pypi\npip install -U kiwoom-restful\n\n# install from git fork/clone\npip install -e ,\n```\nRequirements\n* python 3.11+ recommended (at leaset 3.10+)\n* install uvloop is a plus for linux environment\n```python\nimport asyncio, uvloop\nasyncio.set_event_loop_policy(uvloop.EventLoopPolicy())\n```\n\n## Examples\n\uae30\ubcf8\uc801\uc778 API \uad6c\ud604 \ubc0f Bot \ud65c\uc6a9\uc608\uc2dc\n```python\nfrom kiwoom import API, Bot\nfrom kiwoom.http import Response\n\n# API \uc0c1\uc138 \uad6c\ud604\nclass MyAPI(API):\n def __init__(self, host:str, appkey: str, secretkey: str):\n super().__init__(host, appkey, secretkey)\n \n # \uc99d\uad8c\uc0ac\ubcc4\ub9e4\ub9e4\uc0c1\uc704\uc694\uccad\n async def what_stocks_ebest_bought_today(self) -> list[dict]:\n endpoint = '/api/dostk/rkinfo'\n api_id = 'ka10039'\n data = {\n 'mmcm_cd': '063', # \ud68c\uc6d0\uc0ac\ucf54\ub4dc\n 'trde_qty_tp': '0', # \uac70\ub798\ub7c9\uad6c\ubd84 (\uc804\uccb4 '0')\n 'trde_tp': '1', # \ub9e4\ub9e4\uad6c\ubd84 (\uc21c\ub9e4\uc218 '1') \n 'dt': '0', # \uae30\uac04 (\ub2f9\uc77c '0')\n 'stex_tp': '3' # \uac70\ub798\uc18c\uad6c\ubd84 (\ud1b5\ud569 '3')\n }\n # \ub2e4\uc74c \ub370\uc774\ud130\uac00 \uc788\uc73c\uba74 \ubb34\uc870\uac74 \uacc4\uc18d \uc694\uccad\n should_continue = lambda res: True \n # \ud0a4\uc6c0 REST API \uc11c\ubc84 \uc751\ub2f5 \ub370\uc774\ud130 \ucde8\ud569 \ud6c4 \ubc18\ud658\n res: dict = await self.request_until(\n should_continue, \n endpoint, \n api_id, \n data=data\n )\n key = 'sec_trde_upper'\n if key in res:\n return res[key]\n return [] # or raise Exception\n\n# API \ud65c\uc6a9 \ud074\ub798\uc2a4\nclass MyBot(Bot):\n def __init__(self, host: str, appkey: str, secretkey: str):\n super().__init__(\n host, appkey, secretkey, \n api=MyAPI(host, appkey, secretkey) \n )\n self.blacklist: set[str] = set()\n\n async def add_to_blacklist(self) -> None:\n data = await self.api.what_stocks_ebest_bought_today()\n ETFs = (\"KODEX\", \"TIGER\", \"RISE\")\n top10 = data[:10]\n for item in top10:\n # Roughly skip ETFs\n name = item[\"stk_nm\"]\n if any(etf in name for etf in ETFs):\n continue\n\n self.blacklist.add(item[\"stk_cd\"])\n```\n\n\nBot \uae30\ubcf8 \ub0b4\uc7a5\ud568\uc218 2\uac00\uc9c0 \ud65c\uc6a9\uc608\uc2dc\n```python\nimport asyncio\nfrom kiwoom import Bot\nfrom kiwoom.proc import candle, trade\n\nclass MyBot(Bot):\n async def run():\n # \ubd84\ubd09\ucc28\ud2b8 \ub370\uc774\ud130\n code = '005930_AL' # \uac70\ub798\uc18c \ud1b5\ud569\ucf54\ub4dc\n df = await self.candle(\n code=code, \n period='min', # 'tick' | 'min' | 'day'\n ctype='stock', # 'stock' | 'sector'\n start='20250901',\n end='',\n )\n await candle.to_csv(file=f'{code}.csv', path='./', df)\n\n # \uacc4\uc88c \uccb4\uacb0\ub0b4\uc5ed \ub370\uc774\ud130 (\ucd5c\uadfc 2\ub2ec\ub9cc)\n fmt = '%Y%m%d'\n today = datetime.today()\n start = today - timedelta(days=60)\n start = start.strftime(fmt)\n end = end.strftime(fmt)\n trs = self.trade(start, end)\n\n # \ud0a4\uc6c0\uc99d\uad8c 0343 \ub9e4\ub9e4\ub0b4\uc5ed \ud654\uba74 \uc2a4\ud0c0\uc77c\ub85c \uc800\uc7a5\n await trade.to_csv('trade.csv', './', trs)\n```\n\nWebsocket \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc694\uccad \uad6c\ud604\uc608\uc2dc\n```python\nimport asyncio\nimport orjson\nimport pandas as pd\nfrom kiwoom import Bot\nfrom kiwoom.config.real import RealData\n\nclass MyBot(Bot):\n def __init__(self, host: str, appkey: str, secretkey: str):\n super().__init__(host, appkey, secretkey)\n self.ticks: list[dict[str, str]] = []\n\n async def on_receive_order_book(msg: RealData):\n # \ud638\uac00 \ub370\uc774\ud130 \ucc98\ub9ac \ucf5c\ubc31\ud568\uc218 \uc608\uc2dc\n # RealData(\n # values: bytes # utf-8 encoded bytes\n # type: str, # API type (ex. 0B, 0D, ...)\n # name: str, # API name (ex. \uc8fc\uc2dd\uccb4\uacb0, \uc8fc\uc2dd\ud638\uac00\uc794\ub7c9, ...)\n # item: str # \uc885\ubaa9\ucf54\ub4dc\n # )\n # values\ub294 \uae30\ud638\uc5d0 \ub9de\uac8c parsing \ud574\uc11c \uc0ac\uc6a9\n # msg.values = json.loads(msg.values) # slow\n msg.values = orjson.loads(msg.values) # fast\n print(\n f\"\uc885\ubaa9\ucf54\ub4dc: {msg.item}, \"\n f\"\ucd5c\uc6b0\uc120\ub9e4\ub3c4\ud638\uac00: {msg.values['41']}\"\n f\"\ucd5c\uc6b0\uc120\ub9e4\uc218\ud638\uac00: {msg.values['51']}\"\n )\n \n async def on_receive_tick(msg: RealData):\n # \uccb4\uacb0 \ub370\uc774\ud130 \ucc98\ub9ac \ucf5c\ubc31\ud568\uc218 \uc608\uc2dc\n self.list.append(orjson.loads(msg.values))\n if len(self.list) >= 100:\n df = pd.DataFrame(self.list)\n print(df)\n\n async def run():\n # \uac70\ub798\uc18c \ud1b5\ud569 \uc885\ubaa9\ucf54\ub4dc \ubc1b\uc544\uc624\uae30 \n kospi, kosdaq = '0', '10'\n kospi_codes = await bot.stock_list(kospi, ats=True)\n kosdaq_codes = await bot.stock_list(kosdaq, ats=True)\n\n # \ud638\uac00 \ub370\uc774\ud130 \uc218\uc2e0 \uc2dc \ucf5c\ubc31 \ub4f1\ub85d\n self.api.add_callback_on_real_data(\n real_type=\"0D\", # \uc2e4\uc2dc\uac04\uc2dc\uc138 > \uc8fc\uc2dd\ud638\uac00\uc794\ub7c9\n callback=self.on_receive_order_book\n )\n # \uccb4\uacb0 \ub370\uc774\ud130 \uc218\uc2e0 \uc2dc \ucf5c\ubc31 \ub4f1\ub85d\n self.api.add_callback_on_real_data(\n real_tyle=\"0B\", # \uc2e4\uc2dc\uac04\uc2dc\uc138 > \uc8fc\uc2dd\uccb4\uacb0\n callback=self.on_receive_tick\n )\n\n # \ub370\uc774\ud130 \uc218\uc2e0\uc744 \uc704\ud55c \uc11c\ubc84 \uc694\uccad\n # > \ub370\uc774\ud130\uac00 \uc218\uc2e0\ub418\uba74 \uc790\ub3d9\uc73c\ub85c \ucf5c\ubc31\uc774 \ud638\ucd9c\ub428\n # > grp_no(\uadf8\ub8f9 \ubc88\ud638) \ubcc4 \uc885\ubaa9\ucf54\ub4dc(\ucd5c\ub300 100\uac1c) \uad00\ub9ac \ud544\uc694\n codes1 = kospi_codes[:100] \n await self.api.register_hoga(grp_no='1', codes=codes1)\n await self.api.register_tick(grp_no='1', codes=codes1)\n \n codes2 = kosdaq_codes[:100]\n await self.api.register_hoga(grp_no='2', codes=codes2)\n\n codes3 = kospi_codes[100:200]\n await self.api.register_tick(grp_no='3', codes=codes1)\n\n # \ub370\uc774\ud130 \uc218\uc2e0 \ud574\uc81c\n await self.api.remove_register(grp_no='1', type=['0B', '0D']) \n await self.api.remove_register(grp_no='2', type='0D') # \ud638\uac00 '0D'\n await self.api.remove_register(grp_no='3', type='0B') # \uccb4\uacb0 '0B'\n```\n\n\uc2e4\uc81c \uc6b4\uc601\uc744 \uc704\ud55c \uc2a4\ud06c\ub9bd\ud2b8 \uc608\uc2dc\n```python\nimport asyncio\nfrom kiwoom import Bot, REAL\n\nasync def main():\n # appkey, secretkey \ud30c\uc77c \uc704\uce58 \uc608\uc2dc\n appkey = \"../keys/appkey.txt\"\n secretkey = \"../keys/secretkey.txt\"\n\n # context \uc0ac\uc6a9\uc744 \ud1b5\ud55c \uc5f0\uacb0 \ubc0f \ub9ac\uc18c\uc2a4 \uad00\ub9ac\n async with MyBot(host=REAL, appkey, secretkey) as bot:\n bot.debug(True) # \uc694\uccad \ubc0f \uc751\ub2f5 \ud504\ub9b0\ud2b8\n await bot.connect()\n await bot.run()\n\n # context \uc678\ubd80\ub294 \uc790\ub3d9 \uc5f0\uacb0 \ud574\uc81c\n print('Done')\n\nif __name__ == '__main__':\n asyncio.run(main())\n\n```\n\n## Architecture\nLayered Roles\n* Client : Http \uc694\uccad \ud69f\uc218 \uc81c\ud55c \uad00\ub9ac \ubc0f \ub370\uc774\ud130 \uc5f0\uc18d \uc870\ud68c \uad00\ub9ac\n* Socket : WebSocket \uc5f0\uacb0 \ubc0f \uc218\uba85 \uad00\ub9ac, \ub370\uc774\ud130 \uc218\uc2e0 \ud6c4 asyncio.Queue\uc5d0 \uc804\ub2ec\n\n* API : \n * \uae30\ubcf8\uc801\uc778 REST API Http \uc694\uccad \ubc0f \uc751\ub2f5 \uad00\ub9ac\n * Queue\ub97c \uc18c\ube44\ud558\uba70 ping-pong, login \ubc0f \ub370\uc774\ud130 \ub514\ucf54\ub529 \uc218\ud589\n * \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc8fc\uc81c\ubcc4 \uc2a4\ud2b8\ub9bc/\ucf5c\ubc31/\uad6c\ub3c5 \uad00\ub9ac\n\n* Bot : API \uae30\ub2a5\uc744 \ud65c\uc6a9\ud558\uc5ec \uc804\ub7b5\uc744 \uc218\ud589\ud558\ub3c4\ub85d \uc0ac\uc6a9\uc790\uac00 \uad6c\ud604 \n\n## License\n[MIT License][mit] \u00a9 Contributors\n\n## Disclaimer\n* \ubcf8 \ud504\ub85c\uc81d\ud2b8\ub294 \ud0a4\uc6c0\uc99d\uad8c \uacf5\uc2dd \ud504\ub85c\uc81d\ud2b8\uac00 \uc544\ub2d9\ub2c8\ub2e4.\n* \uc2e4\uc81c \uc6b4\uc6a9 \uc804 \ubaa8\uc758 \ud14c\uc2a4\ud2b8 \ud658\uacbd\uc5d0\uc11c \ucda9\ubd84\ud788 \uac80\uc99d \ubc14\ub78d\ub2c8\ub2e4.\n* \ubc1c\uc0dd\ud55c \uc5b4\ub5a0\ud55c \uc190\uc2e4\uc5d0 \ub300\ud558\uc5ec\ub3c4 \ubcf8 \ud504\ub85c\uc81d\ud2b8\uc758 \uac1c\ubc1c\uc790\ub294 \ucc45\uc784\uc774 \uc5c6\uc74c\uc744 \uc54c\ub9bd\ub2c8\ub2e4.\n\n\n\n[ocx]: https://github.com/breadum/kiwoom\n[doc]: https://breadum.github.io/kiwoom-restful/latest/api\n[mit]: https://github.com/breadum/kiwoom-restful?tab=MIT-1-ov-file\n",
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