\uc124\uce58 \uc644\ub8cc \ud6c4, \ud0a4\uc6c0\uc99d\uad8c\uc758 \ub85c\uadf8\uc778\uc744 \ud1b5\ud574 API\ub97c \uc0ac\uc6a9\ud560 \uc900\ube44\uac00 \uc644\ub8cc\ub429\ub2c8\ub2e4.<\/li>\n<\/ol>\n2.2 \uc124\uce58 \ud6c4 \uae30\ubcf8 \ud658\uacbd \uc124\uc815<\/h3>\n
\ud30c\uc774\uc36c \ud658\uacbd\uc5d0\uc11c \ud0a4\uc6c0\uc99d\uad8c API\ub97c \uc0ac\uc6a9\ud558\uae30 \uc704\ud574 \ud544\uc694\ud55c \ud328\ud0a4\uc9c0\ub97c \uc124\uce58\ud569\ub2c8\ub2e4. \uc774\ub97c \uc704\ud574 \uc8fc\ub85c \uc0ac\uc6a9\ud558\ub294 \ud328\ud0a4\uc9c0\ub294 PyQt5\uc640 pythoncom\uc785\ub2c8\ub2e4. \ub2e4\uc74c \uba85\ub839\uc5b4\ub85c \uc124\uce58\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4:<\/p>\n
pip install PyQt5 pythoncom<\/code><\/pre>\n3. \ud0a4\uc6c0\uc99d\uad8c API \uc0ac\uc6a9\ud558\uae30<\/h2>\n
\uadf8\ub7fc \ubcf8\uaca9\uc801\uc73c\ub85c \ud0a4\uc6c0\uc99d\uad8c API\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \uac00\uc838\uc624\uace0 \uc8fc\ubb38\uc744 \ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
3.1 API \ud074\ub798\uc2a4 \uad6c\ud604<\/h3>\n
\ud0a4\uc6c0\uc99d\uad8c API\ub97c \ud65c\uc6a9\ud558\uae30 \uc704\ud574 \ud074\ub798\uc2a4\ub97c \uad6c\ud604\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uae30\ubcf8\uc801\uc778 \ub85c\uadf8\uc778 \ubc0f \uc2dc\uc138 \ub370\uc774\ud130\ub97c \uac00\uc838\uc624\ub294 \uae30\ub2a5\uc744 \ud3ec\ud568\ud558\ub3c4\ub85d \ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
import sys\nimport time\nimport pythoncom\nfrom PyQt5.QtWidgets import QApplication\nfrom PyQt5.QAxContainer import QAxWidget\n\nclass KiwoomAPI:\n def __init__(self):\n self.app = QApplication(sys.argv)\n self.api = QAxWidget(\"KHOPENAPI.KHOpenAPICtrl.1\")\n self.api.OnEventConnect.connect(self.connected)\n self.login()\n\n def connected(self, errCode):\n if errCode == 0:\n print(\"\ub85c\uadf8\uc778 \uc131\uacf5\")\n else:\n print(\"\ub85c\uadf8\uc778 \uc2e4\ud328\", errCode)\n\n def login(self):\n self.api.dynamicCall(\"CommConnect()\")\n self.app.exec_()\n\n def get_price(self, code):\n self.api.dynamicCall(\"SetInputValue(QString, QString)\", \"\uc885\ubaa9\ucf54\ub4dc\", code)\n self.api.dynamicCall(\"CommRqData(QString, QString, int, QString)\", \"\uc8fc\uc2dd\uae30\ubcf8\uc815\ubcf4\", \"opt10001\", 0, \"0101\")\n time.sleep(1) # \ub370\uc774\ud130 \uc218\uc2e0 \ub300\uae30\n return self.api.dynamicCall(\"GetCommData(QString, QString, int, QString)\", \"\uc8fc\uc2dd\uae30\ubcf8\uc815\ubcf4\", \"opt10001\", 0, \"\ud604\uc7ac\uac00\")\n\napi = KiwoomAPI()\nprice = api.get_price(\"005930\") # \uc0bc\uc131\uc804\uc790\nprint(\"\uc0bc\uc131\uc804\uc790 \ud604\uc7ac\uac00:\", price)\n<\/code><\/pre>\n\uc704 \ucf54\ub4dc\uc5d0\uc11c\ub294 \ud0a4\uc6c0\uc99d\uad8c API\ub85c \ub85c\uadf8\uc778\ud558\uace0, \ud2b9\uc815 \uc885\ubaa9(\uc0bc\uc131\uc804\uc790)\uc758 \ud604\uc7ac\uac00\ub97c \uac00\uc838\uc624\ub294 \uae30\ubcf8\uc801\uc778 \uae30\ub2a5\uc744 \uad6c\ud604\ud558\uc600\uc2b5\ub2c8\ub2e4. detail level\ub85c\ub294 \ub370\uc774\ud130 \uc694\uccad \ud6c4 \ubc18\ub4dc\uc2dc \ub300\uae30 \uc2dc\uac04\uc744 \ub450\uc5b4\uc57c \ud558\ub294 \uc810\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
3.2 \uc8fc\uc2dd \uc8fc\ubb38\ud558\uae30<\/h3>\n
\uc8fc\uc2dd\uc744 \uc8fc\ubb38\ud558\ub294 \ubc29\ubc95\ub3c4 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c \ucf54\ub4dc\ub97c \ucd94\uac00\ud558\uc5ec \ub9e4\uc218 \uc8fc\ubb38 \uae30\ub2a5\uc744 \uad6c\ud604\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n
class KiwoomAPI:\n # ... \uc774\uc804 \ucf54\ub4dc \uc0dd\ub7b5 ...\n\n def buy_stock(self, code, qty):\n self.api.dynamicCall(\"SetInputValue(QString, QString)\", \"\uc885\ubaa9\ucf54\ub4dc\", code)\n self.api.dynamicCall(\"SetInputValue(QString, QString)\", \"\uc8fc\ubb38\uc218\ub7c9\", qty)\n self.api.dynamicCall(\"SetInputValue(QString, QString)\", \"\uac00\uaca9\", self.get_price(code))\n self.api.dynamicCall(\"SetInputValue(QString, QString)\", \"\uac70\ub798\uad6c\ubd84\", \"1\") # 1: \ub9e4\uc218, 2: \ub9e4\ub3c4\n self.api.dynamicCall(\"CommRqData(QString, QString, int, QString)\", \"\uc8fc\uc2dd\uc8fc\ubb38\", \"opt10003\", 0, \"0101\")\n time.sleep(1)\n print(\"\uc8fc\ubb38 \uc644\ub8cc\")\n\n# \uc608\uc81c \uc0ac\uc6a9\napi.buy_stock(\"005930\", 1) # \uc0bc\uc131\uc804\uc790 1\uc8fc \ub9e4\uc218\n<\/code><\/pre>\n4. \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uad6c\ucd95\ud558\uae30<\/h2>\n
\uc774\uc81c \uae30\ubcf8\uc801\uc778 API \uc0ac\uc6a9\uc5d0 \ub300\ud55c \uc774\ud574\ub97c \ubc14\ud0d5\uc73c\ub85c \uac04\ub2e8\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uc804\ub7b5\uc744 \uc791\uc131\ud574\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud2b9\uc815 \uc870\uac74\uc744 \ub9cc\uc871\ud560 \ub54c \uc790\ub3d9\uc73c\ub85c \ub9e4\uc218\ud558\ub294 \ubc29\uc2dd\uc73c\ub85c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n
4.1 \uac04\ub2e8\ud55c \uc774\ub3d9\ud3c9\uade0 \uc804\ub7b5<\/h3>\n
\uac00\uc7a5 \uac04\ub2e8\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uc804\ub7b5 \uc911 \ud558\ub098\ub294 \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uc774\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ub2e8\uae30 \uc774\ub3d9\ud3c9\uade0\uc120\uc774 \uc7a5\uae30 \uc774\ub3d9\ud3c9\uade0\uc120\uc744 \uc0c1\ud5a5 \ub3cc\ud30c\ud560 \ub54c \ub9e4\uc218\ud558\uace0, \ud558\ud5a5 \ub3cc\ud30c\ud560 \ub54c \ub9e4\ub3c4\ud558\ub294 \ubc29\uc2dd\uc785\ub2c8\ub2e4.<\/p>\n
import pandas as pd\n\ndef get_historical_data(code, count):\n # \uacfc\uac70 \ub370\uc774\ud130 \uc694\uccad\n # \uc774 \ubd80\ubd84\uc740 \ud0a4\uc6c0 API\uc5d0\uc11c \uc81c\uacf5\ud558\ub294 \ub2e4\ub978 \ud638\ucd9c\uc744 \ud1b5\ud574 \ub370\uc774\ud130\ub97c \ubc1b\uc544\uc640\uc57c \ud568.\n return pd.DataFrame() # \ub370\uc774\ud130\ud504\ub808\uc784 \ud615\uc2dd\uc73c\ub85c \ubc18\ud658\n\ndef trading_strategy():\n historical_data = get_historical_data(\"005930\", 100)\n historical_data['MA5'] = historical_data['\uc885\uac00'].rolling(window=5).mean()\n historical_data['MA20'] = historical_data['\uc885\uac00'].rolling(window=20).mean()\n\n if historical_data['MA5'].iloc[-2] < historical_data['MA20'].iloc[-2] and historical_data['MA5'].iloc[-1] > historical_data['MA20'].iloc[-1]:\n print(\"\ub9e4\uc218 \uc2e0\ud638 \ubc1c\uc0dd\")\n api.buy_stock(\"005930\", 1)\n elif historical_data['MA5'].iloc[-2] > historical_data['MA20'].iloc[-2] and historical_data['MA5'].iloc[-1] < historical_data['MA20'].iloc[-1]:\n print(\"\ub9e4\ub3c4 \uc2e0\ud638 \ubc1c\uc0dd\")\n # api.sell_stock(\"005930\", 1) # \ub9e4\ub3c4 \ub85c\uc9c1\uc740 \ucd94\ud6c4 \ucd94\uac00 \uac00\ub2a5\n\ntrading_strategy()\n<\/code><\/pre>\n5. \uc8fc\uc758\uc0ac\ud56d \ubc0f \uacb0\ub860<\/h2>\n
\uc790\ub3d9\ub9e4\ub9e4\ub97c \uad6c\ud604\ud560 \ub54c\ub294 \uc8fc\uc758\ud574\uc57c \ud560 \uc810\uc774 \ub9ce\uc2b5\ub2c8\ub2e4. \uc6b0\uc120 \ub2e4\uc74c \uc0ac\ud56d\uc744 \uc5fc\ub450\uc5d0 \ub450\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n
\n- \uc2e4\uc81c \ub3c8\uc744 \ud22c\uc790\ud558\uae30 \uc804\uc5d0 \ucda9\ubd84\ud55c \ubc31\ud14c\uc2a4\ud2b8\ub97c \ud1b5\ud574 \uc804\ub7b5\uc758 \uc720\ud6a8\uc131\uc744 \uac80\uc99d\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n
- API\uc758 \ud638\ucd9c \ud55c\uacc4\ub97c \ucd08\uacfc\ud558\uc9c0 \uc54a\ub3c4\ub85d \uc8fc\uc758\ud558\uace0, \ud544\uc694 \uc2dc \uc608\uc678\ucc98\ub9ac\ub97c \uad6c\ud604\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n
- \uc2dc\uc7a5\uc5d0\uc11c\uc758 \ubcc0\ub3d9\uc131\uc744 \uace0\ub824\ud558\uc5ec \ub9ac\uc2a4\ud06c \uad00\ub9ac \ubc29\uc548\uc744 \ub9c8\ub828\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n
\uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c \uad6c\ucd95\uc758 \uae30\ucd08\ub97c \ub2e4\ub904\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uae30\ucd08\uc801\uc778 API \uc0ac\uc6a9 \uc608\uc81c\uc640 \uac04\ub2e8\ud55c \uc804\ub7b5 \uad6c\ud604\uc744 \ud1b5\ud574 \uae30\ubcf8\uc801\uc778 \ud750\ub984\uc744 \uc774\ud574\ud560 \uc218 \uc788\uc5c8\uae30\ub97c \ubc14\ub78d\ub2c8\ub2e4. \uc55e\uc73c\ub85c \ub354 \ubcf5\uc7a1\ud55c \uc2dc\uc2a4\ud15c\uacfc \uc804\ub7b5\uc744 \uac1c\ubc1c\ud574 \ub098\uac00\ub294 \ub370 \uc788\uc5b4 \uc774 \uac15\uc88c\uac00 \ub3c4\uc6c0\uc774 \ub418\uae38 \ubc14\ub78d\ub2c8\ub2e4.<\/p>\n<\/article>\n
<\/body><\/p>\n","protected":false},"excerpt":{"rendered":"
\uc548\ub155\ud558\uc138\uc694, \ud22c\uc790\uc790 \uc5ec\ub7ec\ubd84! \uc624\ub298\uc740 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4\ub97c \uac1c\ubc1c\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \ud55c\uad6d\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ud0a4\uc6c0\uc99d\uad8c API\ub97c \ud65c\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \uae30\ucd08\uc801\uc778 \ub0b4\uc6a9\uc744 \uc911\uc810\uc801\uc73c\ub85c \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc790\ub3d9\ub9e4\ub9e4\ub780? \uc790\ub3d9\ub9e4\ub9e4\ub294 \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc744 \uc774\uc6a9\ud558\uc5ec \ubbf8\ub9ac \uc124\uc815\ub41c \ud22c\uc790 \uc804\ub7b5\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \ub9e4\ub9e4\ub97c \uc218\ud589\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc778\uac04\uc758 \uac10\uc815\uc744 \ubc30\uc81c\ud558\uace0, \uc2dc\uc7a5\uc758 \ubcc0\ub3d9\uc131\uc5d0 \ube60\ub974\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \ud65c\uc6a9\ud558\uba74 … \ub354 \ubcf4\uae30 “\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uae30\ucd08 API \uc775\ud788\uae30”<\/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-30919","post","type-post","status-publish","format-standard","hentry","category-37"],"yoast_head":"\n\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uae30\ucd08 API \uc775\ud788\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 rel=\"canonical\" href=\"https:\/\/atmokpo.com\/w\/30919\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uae30\ucd08 API \uc775\ud788\uae30 - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc548\ub155\ud558\uc138\uc694, \ud22c\uc790\uc790 \uc5ec\ub7ec\ubd84! \uc624\ub298\uc740 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4\ub97c \uac1c\ubc1c\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \ud2b9\ud788, \ud55c\uad6d\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ud0a4\uc6c0\uc99d\uad8c API\ub97c \ud65c\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ucd95\ud558\ub294 \uae30\ucd08\uc801\uc778 \ub0b4\uc6a9\uc744 \uc911\uc810\uc801\uc73c\ub85c \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. 1. \uc790\ub3d9\ub9e4\ub9e4\ub780? \uc790\ub3d9\ub9e4\ub9e4\ub294 \ucef4\ud4e8\ud130 \ud504\ub85c\uadf8\ub7a8\uc744 \uc774\uc6a9\ud558\uc5ec \ubbf8\ub9ac \uc124\uc815\ub41c \ud22c\uc790 \uc804\ub7b5\uc5d0 \ub530\ub77c \uc790\ub3d9\uc73c\ub85c \ub9e4\ub9e4\ub97c \uc218\ud589\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \uc778\uac04\uc758 \uac10\uc815\uc744 \ubc30\uc81c\ud558\uace0, \uc2dc\uc7a5\uc758 \ubcc0\ub3d9\uc131\uc5d0 \ube60\ub974\uac8c \ub300\uc751\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \ud65c\uc6a9\ud558\uba74 … \ub354 \ubcf4\uae30 "\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uae30\ucd08 API \uc775\ud788\uae30"\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/30919\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-28T06:04:33+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:47:00+00:00\" \/>\n<meta name=\"author\" content=\"root\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:site\" content=\"@bebubo4\" \/>\n<meta name=\"twitter:label1\" content=\"\uae00\uc4f4\uc774\" \/>\n\t<meta name=\"twitter:data1\" content=\"root\" \/>\n\t<meta name=\"twitter:label2\" content=\"\uc608\uc0c1 \ub418\ub294 \ud310\ub3c5 \uc2dc\uac04\" \/>\n\t<meta name=\"twitter:data2\" content=\"1\ubd84\" \/>\n<script type=\"application\/ld+json\" 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