{"id":30923,"date":"2024-10-28T06:04:34","date_gmt":"2024-10-28T06:04:34","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=30923"},"modified":"2024-11-26T06:46:59","modified_gmt":"2024-11-26T06:46:59","slug":"%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%9e%90%eb%8f%99%eb%a7%a4%eb%a7%a4-%ea%b0%9c%eb%b0%9c-%ed%82%a4%ec%9b%80%ec%a6%9d%ea%b6%8c-api-%eb%aa%a8%ec%9d%98%ed%88%ac%ec%9e%90-%ea%b0%80%ec%9e%85%ed%95%98%ea%b8%b0","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/30923\/","title":{"rendered":"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \ubaa8\uc758\ud22c\uc790 \uac00\uc785\ud558\uae30"},"content":{"rendered":"<article>\n<p>\ubcf8 \uae00\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\ub294 \ubc29\ubc95\uacfc \ud0a4\uc6c0\uc99d\uad8c API\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ubaa8\uc758\ud22c\uc790\uc5d0 \uac00\uc785\ud558\ub294 \uacfc\uc815\ub3c4 \ud3ec\ud568\ud558\uc5ec, \uc2e4\uc81c \ub3c8\uc744 \ud22c\uc790\ud558\uae30 \uc804\uc5d0 \uac1c\ubc1c\ud55c \ud504\ub85c\uadf8\ub7a8\uc744 \uc548\uc804\ud558\uac8c \ud14c\uc2a4\ud2b8\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \uc548\ub0b4\ud569\ub2c8\ub2e4.<\/p>\n<h2>1. \uc790\ub3d9\ub9e4\ub9e4\ub780?<\/h2>\n<p>\uc790\ub3d9\ub9e4\ub9e4(Algorithmic Trading)\ub780 \ud2b9\uc815 \uc54c\uace0\ub9ac\uc998\uc5d0 \ub530\ub77c \ud504\ub85c\uadf8\ub7a8\uc774 \uc790\ub3d9\uc73c\ub85c \ub9e4\ub9e4\ub97c \uc218\ud589\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub294 \ubcf4\ub2e4 \ube60\ub974\uace0 \uc815\ud655\ud55c \ub9e4\ub9e4\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uba70, \uac10\uc815\uc801\uc778 \ud310\ub2e8\uc744 \uc5c6\uc560\uc90d\ub2c8\ub2e4.<\/p>\n<h2>2. \ud0a4\uc6c0\uc99d\uad8c API\ub780?<\/h2>\n<p>\ud0a4\uc6c0\uc99d\uad8c API\ub294 \ud0a4\uc6c0\uc99d\uad8c\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ud504\ub85c\uadf8\ub7a8 \uc778\ud130\ud398\uc774\uc2a4\ub85c, \ud22c\uc790\uc790\uac00 \uc790\uc2e0\uc758 \ud504\ub85c\uadf8\ub7a8\uc744 \ud1b5\ud574 \uc9c1\uc811 \uc8fc\uc2dd \uac70\ub798\ub97c \ud560 \uc218 \uc788\ub3c4\ub85d \uc9c0\uc6d0\ud569\ub2c8\ub2e4. API\ub97c \ud1b5\ud574 \uc2e4\uc2dc\uac04 \uc2dc\uc138 \uc815\ubcf4, \uc8fc\ubb38 \uc785\ub825, \uccb4\uacb0 \ud655\uc778 \ub4f1\uc744 \uc190\uc27d\uac8c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>2.1 API\uc758 \uc7a5\uc810<\/h3>\n<ul>\n<li>\uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \uc81c\uacf5<\/li>\n<li>\uc8fc\ubb38 \ubc0f \uac70\ub798\ub97c \ud504\ub85c\uadf8\ub798\ubc0d \ubc29\uc2dd\uc73c\ub85c \uc790\ub3d9\ud654 \uac00\ub2a5<\/li>\n<li>\ub2e4\uc591\ud55c \uc804\ub7b5 \uad6c\ud604 \uac00\ub2a5<\/li>\n<\/ul>\n<h3>2.2 API\uc758 \ub2e8\uc810<\/h3>\n<ul>\n<li>\uc815\ud655\ud55c \uc774\ud574\uc640 \uc2e4\uc2b5\uc774 \ud544\uc694<\/li>\n<li>\uc2dc\uc2a4\ud15c\uc758 \uc548\uc815\uc131\uacfc \uc2e0\ub8b0\uc131 \ud655\ubcf4 \ud544\uc694<\/li>\n<\/ul>\n<h2>3. \ubaa8\uc758\ud22c\uc790 \uac00\uc785\ud558\uae30<\/h2>\n<p>\ubaa8\uc758\ud22c\uc790\ub294 \uc2e4\uc804 \ud22c\uc790\uc640 \ub3d9\uc77c\ud55c \uc870\uac74\uc5d0\uc11c \ud22c\uc790\ub97c \uacbd\ud5d8\ud560 \uc218 \uc788\ub294 \uc2dc\uc2a4\ud15c\uc785\ub2c8\ub2e4. \ud0a4\uc6c0\uc99d\uad8c\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ubaa8\uc758\ud22c\uc790 \uacc4\uc88c\ub97c \uac1c\uc124\ud558\uc5ec \ubb34\ub8cc\ub85c \uacbd\ud5d8\ud574 \ubcf4\uc138\uc694.<\/p>\n<h3>3.1 \ubaa8\uc758\ud22c\uc790 \uacc4\uc88c \uac1c\uc124 \ubc29\ubc95<\/h3>\n<ol>\n<li>\ud0a4\uc6c0\uc99d\uad8c \ud648\ud398\uc774\uc9c0\uc5d0 \uc811\uc18d\ud558\uc5ec \ud68c\uc6d0\uac00\uc785\uc744 \uc9c4\ud589\ud569\ub2c8\ub2e4.<\/li>\n<li>\ub85c\uadf8\uc778 \ud6c4, &#8216;\ubaa8\uc758\ud22c\uc790&#8217; \uba54\ub274\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/li>\n<li>\ubaa8\uc758\ud22c\uc790 \uacc4\uc88c \uac1c\uc124 \uc2e0\uccad\uc744 \uc9c4\ud589\ud569\ub2c8\ub2e4.<\/li>\n<li>\uc2e0\uccad\uc774 \uc644\ub8cc\ub418\uba74 \uacc4\uc88c \ubc88\ud638\uc640 \ube44\ubc00\ubc88\ud638\ub97c \ubc1c\uae09\ubc1b\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ol>\n<h2>4. \ud0a4\uc6c0\uc99d\uad8c API \uc124\uce58\ud558\uae30<\/h2>\n<p>\ub2e4\uc74c\uc73c\ub85c, \ud0a4\uc6c0\uc99d\uad8c API\ub97c \uc0ac\uc6a9\ud558\uae30 \uc704\ud574 \uc544\ub798\uc640 \uac19\uc774 \ud544\uc694\ud55c \uc18c\ud504\ud2b8\uc6e8\uc5b4\ub97c \uc124\uce58\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h3>4.1 \uc0ac\uc804 \uc900\ube44\ubb3c<\/h3>\n<ul>\n<li>\ud0a4\uc6c0\uc99d\uad8c OpenAPI+ \uc124\uce58<\/li>\n<li>\ud30c\uc774\uc36c \uc124\uce58 (\ucd94\ucc9c \ubc84\uc804: 3.8 \uc774\uc0c1)<\/li>\n<li>Python \ubaa8\ub4c8: pywin32, numpy, pandas \ub4f1<\/li>\n<\/ul>\n<h3>4.2 \ud0a4\uc6c0\uc99d\uad8c OpenAPI+ \uc124\uce58<\/h3>\n<p>\ud0a4\uc6c0\uc99d\uad8c OpenAPI+\ub294 \ud0a4\uc6c0\uc99d\uad8c\uc5d0\uc11c \ub2e4\uc6b4\ub85c\ub4dc \ubc1b\uc744 \uc218 \uc788\uc73c\uba70, \uc124\uce58 \ud6c4 \ub85c\uadf8\uc778\ud558\uc5ec \uc0ac\uc6a9 \uc124\uc815\uc744 \uc9c4\ud589\ud574\uc57c \ud569\ub2c8\ub2e4. \uc124\uce58 \ud6c4 &#8216;API \uc124\uc815&#8217;\uc5d0\uc11c &#8216;\ubaa8\uc758\ud22c\uc790 \uc804\ud658&#8217; \uccb4\ud06c\ubc15\uc2a4\ub97c \ud65c\uc131\ud654\ud574 \uc8fc\uc154\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h2>5. \ud30c\uc774\uc36c\uc73c\ub85c \uc790\ub3d9\ub9e4\ub9e4 \ud504\ub85c\uadf8\ub7a8 \uc791\uc131\ud558\uae30<\/h2>\n<p>\uc774\uc81c \ubcf8\uaca9\uc801\uc73c\ub85c \ud30c\uc774\uc36c\uc73c\ub85c \uc790\ub3d9\ub9e4\ub9e4 \ud504\ub85c\uadf8\ub7a8\uc744 \uc791\uc131\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc544\ub798\ub294 \uae30\ubcf8\uc801\uc778 \ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc758 \uc608\uc81c \ucf54\ub4dc\uc785\ub2c8\ub2e4.<\/p>\n<h3>5.1 \uae30\ubcf8 \ucf54\ub4dc \uad6c\uc870<\/h3>\n<pre><code>import sys\nimport time\nimport win32com.client\n\nclass AutoTrade:\n    def __init__(self):\n        self.api = win32com.client.Dispatch(\"KHOPENAPI.KHOpenAPICtrl.1\")\n        self.login()\n\n    def login(self):\n        # \ub85c\uadf8\uc778\n        self.api.CommConnect()\n        print(\"\ub85c\uadf8\uc778 \uc644\ub8cc\")\n\n    def buy(self, code, qty):\n        # \ub9e4\uc218 \ud568\uc218\n        self.api.SendOrder(\"buyOrder\", \"0101\", self.api.GetAccountList(0), 1, code, qty, 0, \"03\", \"\")\n\n    def sell(self, code, qty):\n        # \ub9e4\ub3c4 \ud568\uc218\n        self.api.SendOrder(\"sellOrder\", \"0101\", self.api.GetAccountList(0), 2, code, qty, 0, \"03\", \"\")\n\n    def check_balance(self):\n        # \uc794\uace0 \uc870\ud68c\n        balance = self.api.GetAccInfo(1)\n        print(\"\ud604\uc7ac \uc794\uace0:\", balance)\n\nif __name__ == \"__main__\":\n    trader = AutoTrade()\n    trader.check_balance()\n    trader.buy(\"005930\", 1)  # \uc0bc\uc131\uc804\uc790 \ub9e4\uc218\n    time.sleep(1)\n    trader.sell(\"005930\", 1)  # \uc0bc\uc131\uc804\uc790 \ub9e4\ub3c4\n<\/code><\/pre>\n<h3>5.2 \ucf54\ub4dc \uc124\uba85<\/h3>\n<p>\uc704 \ucf54\ub4dc\uc5d0\uc11c\ub294 AutoTrade \ud074\ub798\uc2a4\ub97c \ud1b5\ud574 \ud0a4\uc6c0\uc99d\uad8c API\uc5d0 \uc5f0\uacb0\ud558\uace0, \ub9e4\uc218 \ubc0f \ub9e4\ub3c4 \ud568\uc218\ub97c \ud1b5\ud574 \uc8fc\uc2dd\uc744 \uac70\ub798\ud558\ub294 \uc608\uc81c\ub97c \ubcf4\uc5ec\uc8fc\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c, \uc794\uace0 \uc870\ud68c \uae30\ub2a5\ub3c4 \ud3ec\ud568\ub418\uc5b4 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>6. \uc804\ub7b5 \uad6c\ud604\ud558\uae30<\/h2>\n<p>\uc790\ub3d9\ub9e4\ub9e4 \ud504\ub85c\uadf8\ub7a8\uc758 \ud575\uc2ec\uc740 \ubc14\ub85c \ud22c\uc790 \uc804\ub7b5\uc785\ub2c8\ub2e4. \uac04\ub2e8\ud55c \uc774\ub3d9\ud3c9\uade0 \uad50\ucc28 \uc804\ub7b5\uc744 \uad6c\ud604\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>6.1 \uc774\ub3d9\ud3c9\uade0 \uad50\ucc28 \uc804\ub7b5 \uad6c\ud604<\/h3>\n<pre><code>import pandas as pd\n\nclass MovingAverageStrategy:\n    def __init__(self, trader):\n        self.trader = trader\n\n    def execute(self, code):\n        data = self.get_historical_data(code)\n        data['SMA20'] = data['close'].rolling(window=20).mean()\n        data['SMA50'] = data['close'].rolling(window=50).mean()\n\n        # \ub9e4\ub9e4 \uc2e0\ud638 \uc0dd\uc131\n        if data['SMA20'].iloc[-1] &gt; data['SMA50'].iloc[-1]:\n            self.trader.buy(code, 1)\n        elif data['SMA20'].iloc[-1] &lt; data['SMA50'].iloc[-1]:\n            self.trader.sell(code, 1)\n\n    def get_historical_data(self, code):\n        # \uacfc\uac70 \ub370\uc774\ud130 \uc218\uc9d1 (\uc608\uc81c\uc6a9)\n        # \uc2e4\uc81c \ub370\uc774\ud130 \uc218\uc9d1 \ub85c\uc9c1\uc744 Implement \ud560 \uac83\n        return pd.DataFrame()  # Placeholder\n\nif __name__ == \"__main__\":\n    trader = AutoTrade()\n    strategy = MovingAverageStrategy(trader)\n    strategy.execute(\"005930\")  # \uc0bc\uc131\uc804\uc790\n<\/code><\/pre>\n<h3>6.2 \uc804\ub7b5 \uc124\uba85<\/h3>\n<p>\uc704\uc758 \uc774\ub3d9\ud3c9\uade0 \uc804\ub7b5\uc740 20\uc77c\uacfc 50\uc77c \ub2e8\uc21c \uc774\ub3d9\ud3c9\uade0(SMA)\uc744 \ube44\uad50\ud558\uc5ec \ub9e4\ub9e4 \uc2e0\ud638\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4. 20\uc77c SMA\uac00 50\uc77c SMA\ub97c \uc0c1\ud5a5 \ub3cc\ud30c\ud558\uba74 \ub9e4\uc218, \ud558\ud5a5 \ub3cc\ud30c\ud558\uba74 \ub9e4\ub3c4 \uc2e0\ud638\uac00 \ubc1c\uc0dd\ud569\ub2c8\ub2e4.<\/p>\n<h2>7. \uc790\ub3d9\ub9e4\ub9e4 \uc131\uacfc \ubd84\uc11d<\/h2>\n<p>\uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \uc131\uacfc\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uace0 \uac1c\uc120\ud574\uc57c \ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc131\uacfc \ubd84\uc11d\uc5d0 \ud3ec\ud568\ud560 \uc694\uc18c\ub4e4\uc785\ub2c8\ub2e4:<\/p>\n<h3>7.1 \uc131\uacfc \uc9c0\ud45c<\/h3>\n<ul>\n<li>\ucd1d \uc218\uc775\ub960<\/li>\n<li>\ucd5c\ub300 \ub099\ud3ed<\/li>\n<li>\uc0e4\ud504 \ube44\uc728<\/li>\n<\/ul>\n<h3>7.2 \uacb0\uacfc \uae30\ub85d\ud558\uae30<\/h3>\n<p>\ub9e4\ub9e4 \uacb0\uacfc\ub97c \uae30\ub85d\ud558\uc5ec \ubd84\uc11d\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uac70\ub798 \uacb0\uacfc\ub294 CSV \ud30c\uc77c \ub4f1\uc73c\ub85c \uc800\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>8. \uacb0\ub860<\/h2>\n<p>\uc774\ubc88 \uae00\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4\uc640 \ud0a4\uc6c0\uc99d\uad8c API \uc0ac\uc6a9\ubc95, \ubaa8\uc758\ud22c\uc790 \uac00\uc785 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uc774\ub85c\uc368 \ucd08\ubcf4\uc790\ub3c4 \uc190\uc27d\uac8c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\uace0, \uc2e4\uc804\uacfc \uc720\uc0ac\ud55c \ud658\uacbd\uc5d0\uc11c \ud14c\uc2a4\ud2b8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc55e\uc73c\ub85c\ub3c4 \ub2e4\uc591\ud55c \uc804\ub7b5\uc744 \uc5f0\uad6c\ud558\uace0 \ubc1c\uc804\uc2dc\ucf1c \ub098\uac00\uc138\uc694!<\/p>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>\ubcf8 \uae00\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\ub294 \ubc29\ubc95\uacfc \ud0a4\uc6c0\uc99d\uad8c API\ub97c \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \ud2b9\ud788 \ubaa8\uc758\ud22c\uc790\uc5d0 \uac00\uc785\ud558\ub294 \uacfc\uc815\ub3c4 \ud3ec\ud568\ud558\uc5ec, \uc2e4\uc81c \ub3c8\uc744 \ud22c\uc790\ud558\uae30 \uc804\uc5d0 \uac1c\ubc1c\ud55c \ud504\ub85c\uadf8\ub7a8\uc744 \uc548\uc804\ud558\uac8c \ud14c\uc2a4\ud2b8\ud560 \uc218 \uc788\ub294 \ubc29\ubc95\uc744 \uc548\ub0b4\ud569\ub2c8\ub2e4. 1. \uc790\ub3d9\ub9e4\ub9e4\ub780? \uc790\ub3d9\ub9e4\ub9e4(Algorithmic Trading)\ub780 \ud2b9\uc815 \uc54c\uace0\ub9ac\uc998\uc5d0 \ub530\ub77c \ud504\ub85c\uadf8\ub7a8\uc774 \uc790\ub3d9\uc73c\ub85c \ub9e4\ub9e4\ub97c \uc218\ud589\ud558\ub294 \uc2dc\uc2a4\ud15c\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub294 \ubcf4\ub2e4 \ube60\ub974\uace0 \uc815\ud655\ud55c \ub9e4\ub9e4\ub97c \uac00\ub2a5\ud558\uac8c \ud558\uba70, \uac10\uc815\uc801\uc778 \ud310\ub2e8\uc744 \uc5c6\uc560\uc90d\ub2c8\ub2e4. &hellip; <a href=\"https:\/\/atmokpo.com\/w\/30923\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \ubaa8\uc758\ud22c\uc790 \uac00\uc785\ud558\uae30&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[37],"tags":[],"class_list":["post-30923","post","type-post","status-publish","format-standard","hentry","category-37"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \ubaa8\uc758\ud22c\uc790 \uac00\uc785\ud558\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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