{"id":30928,"date":"2024-10-28T06:04:35","date_gmt":"2024-10-28T06:04:35","guid":{"rendered":"http:\/\/atmokpo.com\/w\/?p=30928"},"modified":"2024-11-26T06:46:58","modified_gmt":"2024-11-26T06:46:58","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-%ec%9d%b4%eb%b2%a4%ed%8a%b8-%ec%b2%98%eb%a6%ac","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/30928\/","title":{"rendered":"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uc774\ubca4\ud2b8 \ucc98\ub9ac"},"content":{"rendered":"<p>\uc548\ub155\ud558\uc138\uc694, \uc624\ub298\uc740 \ud30c\uc774\uc36c\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\ub294 \ubc29\ubc95, \ud2b9\ud788 \ud0a4\uc6c0\uc99d\uad8c API\ub97c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \uc8fc\uc2dd \uac70\ub798\uc758 \uc54c\uace0\ub9ac\uc998\uc744 \uc790\ub3d9\uc73c\ub85c \uc2e4\ud589\ud558\uc5ec \uc218\uc775\uc744 \uc62c\ub9ac\uae30 \uc704\ud55c \ud504\ub85c\uadf8\ub7a8\uc785\ub2c8\ub2e4. \uc774 \uac15\uc88c\uc5d0\uc11c\ub294 \uae30\ubcf8\uc801\uc778 \uc124\uce58\ubd80\ud130 \uc774\ubca4\ud2b8 \ucc98\ub9ac\uc640 API \uc0ac\uc6a9\ubc95\uae4c\uc9c0 \uc2ec\ub3c4 \uae4a\uc740 \ub0b4\uc6a9\uc744 \ub2e4\ub8f0 \uc608\uc815\uc785\ub2c8\ub2e4.<\/p>\n<h2>1. \ud0a4\uc6c0\uc99d\uad8c API \uc900\ube44\ud558\uae30<\/h2>\n<p>\ud0a4\uc6c0\uc99d\uad8c\uc758 API\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4\ub97c \uad6c\ud604\ud558\uae30 \uc704\ud574\uc11c\ub294 \uba3c\uc800 API \ud0a4\ub97c \ubc1c\uae09\ubc1b\uc544\uc57c \ud569\ub2c8\ub2e4. \uc774\uc5b4\uc9c0\ub294 \ub2e8\uacc4\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4:<\/p>\n<ul>\n<li>\ud0a4\uc6c0\uc99d\uad8c \ud648\ud398\uc774\uc9c0\uc5d0 \ub85c\uadf8\uc778\ud558\uace0, API \uc0ac\uc6a9\uc790 \ub4f1\ub85d\uc744 \ud569\ub2c8\ub2e4.<\/li>\n<li>API \ud0a4\ub97c \ubc1c\uae09\ubc1b\uace0, \ud544\uc694\ud55c \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n<h3>1.1 \ub77c\uc774\ube0c\ub7ec\ub9ac \uc124\uce58<\/h3>\n<p>\ud0a4\uc6c0\uc99d\uad8c API\ub294 \uc708\ub3c4\uc6b0 \ud658\uacbd\uc5d0\uc11c \ub3d9\uc791\ud558\uae30 \ub54c\ubb38\uc5d0, \uba3c\uc800 \ud30c\uc774\uc36c\uacfc PyQt5\ub97c \uc124\uce58\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub294 UI\ub97c \uad6c\uc131\ud558\uae30 \uc704\ud55c \ud544\uc218 \ud328\ud0a4\uc9c0\uc785\ub2c8\ub2e4.<\/p>\n<pre><code>pip install PyQt5<\/code><\/pre>\n<p>\uadf8 \ub2e4\uc74c, \ud0a4\uc6c0\uc99d\uad8c \uc624\ud508 API\ub97c \ub2e4\uc6b4\ub85c\ub4dc\ud558\uc5ec \uc124\uce58\ud558\uba74 \ub429\ub2c8\ub2e4. API\ub294 \ud0a4\uc6c0\uc99d\uad8c \ud648 \ud398\uc774\uc9c0\uc5d0\uc11c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>2. \ud0a4\uc6c0\uc99d\uad8c API \ub85c\uadf8\uc778<\/h2>\n<p>API\ub97c \ud1b5\ud574 \uc6b0\uc120 \ud0a4\uc6c0\uc99d\uad8c\uc5d0 \ub85c\uadf8\uc778\uc774 \ud544\uc694\ud569\ub2c8\ub2e4. \uc544\ub798 \ucf54\ub4dc\ub294 \uc0ac\uc6a9\uc790 \ub85c\uadf8\uc778\uc744 \ucc98\ub9ac\ud558\ub294 \uc608\uc81c\uc785\ub2c8\ub2e4.<\/p>\n<pre><code>import win32com.client\nimport pythoncom\nimport time\n\nclass Kiwoom:\n    def __init__(self):\n        self.api = win32com.client.Dispatch(\"KHOPENAPI.KHOpenAPICtrl.1\")\n        self.login()\n\n    def login(self):\n        self.api.CommConnect()\n        while self.api.GetConnectState() == 0:\n            time.sleep(1)\n\nkiwoom = Kiwoom()<\/code><\/pre>\n<p>\uc704 \ucf54\ub4dc\ub294 \ud0a4\uc6c0\uc99d\uad8c\uc5d0 \ub85c\uadf8\uc778\uc744 \ud558\uace0 \uc5f0\uacb0 \uc0c1\ud0dc\ub97c \ud655\uc778\ud558\ub294 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ub85c\uadf8\uc778 \ud6c4\uc5d0\ub294 \uc6d0\ud558\ub294 \uc815\ubcf4\ub97c \uac00\uc838\uc62c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>3. \uc774\ubca4\ud2b8 \ucc98\ub9ac<\/h2>\n<p>\uc774\ubca4\ud2b8 \ucc98\ub9ac\ub294 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc758 \ud575\uc2ec\uc785\ub2c8\ub2e4. \ud2b9\uc815 \uc774\ubca4\ud2b8\uac00 \ubc1c\uc0dd\ud588\uc744 \ub54c \ud574\ub2f9 \uc774\ubca4\ud2b8\uc5d0 \ub300\ud574 \uc801\uc808\ud55c \uc791\uc5c5\uc744 \ucc98\ub9ac\ud560 \uc218 \uc788\uac8c \ud574\uc90d\ub2c8\ub2e4.<\/p>\n<h3>3.1 \uc8fc\ubb38 \uc774\ubca4\ud2b8<\/h3>\n<p>\uc8fc\ubb38\uc744 \ubc1c\uc1a1\ud558\uac70\ub098 \uc0c1\ud0dc\ub97c \ud655\uc778\ud558\uae30 \uc704\ud574\uc11c\ub294 \uc774\ubca4\ud2b8 \ud578\ub4e4\ub7ec\ub97c \uc9c0\uc815\ud574\uc57c \ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc8fc\ubb38 \uc774\ubca4\ud2b8\ub97c \ucc98\ub9ac\ud558\ub294 \ucf54\ub4dc\uc785\ub2c8\ub2e4.<\/p>\n<pre><code>class Kiwoom:\n    def __init__(self):\n        self.api = win32com.client.Dispatch(\"KHOPENAPI.KHOpenAPICtrl.1\")\n        self.api.OnEventConnect.connect(self.on_event_connect)\n\n    def on_event_connect(self, err_code):\n        if err_code == 0:\n            print(\"\ub85c\uadf8\uc778 \uc131\uacf5\")\n        else:\n            print(\"\ub85c\uadf8\uc778 \uc2e4\ud328\")\n\n    def send_order(self, order_type, code, qty, price, price_type):\n        order = self.api.SendOrder(\"\uc8fc\ubb38\uba85\", \"5000\", self.api.GetAccList()[0], order_type, code, qty, price, price_type, \"\")\n        return order<\/code><\/pre>\n<p>\uc704 \ud568\uc218\ub294 \uc8fc\ubb38\uc744 \ubc1c\uc1a1\ud558\ub294 \uc5ed\ud560\uc744 \ud558\uba70, \uc8fc\ubb38 \uc131\uacf5 \uc5ec\ubd80\ub294 \ubc18\ud658\uac12\uc73c\ub85c \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>3.2 \uc2e4\uc2dc\uac04 \uc794\uace0 \uc774\ubca4\ud2b8<\/h3>\n<p>\uc794\uace0\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0 \uc2f6\ub2e4\uba74, \ub2e4\uc74c\uacfc \uac19\uc774 \uad6c\ud604\ud569\ub2c8\ub2e4.<\/p>\n<pre><code>class Kiwoom:\n    def __init__(self):\n        self.api = win32com.client.Dispatch(\"KHOPENAPI.KHOpenAPICtrl.1\")\n        self.api.OnReceiveRealData.connect(self.on_receive_real_data)\n\n    def on_receive_real_data(self, code, data):\n        print(f\"\uc794\uace0 \uc815\ubcf4 \uc218\uc2e0: {code}, {data}\")<\/code><\/pre>\n<p>\uc774 \ucf54\ub4dc\ub294 \uc2e4\uc2dc\uac04\uc73c\ub85c \ub370\uc774\ud130\uac00 \ub4e4\uc5b4\uc62c \ub54c\ub9c8\ub2e4 \ud638\ucd9c\ub429\ub2c8\ub2e4.<\/p>\n<h2>4. \uc790\ub3d9\ub9e4\ub9e4 \uc804\ub7b5 \uc124\uacc4<\/h2>\n<p>\uc790\ub3d9\ub9e4\ub9e4\ub97c \uc704\ud55c \uc804\ub7b5\uc758 \uc124\uacc4\uac00 \ud544\uc694\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uc774\ub3d9 \ud3c9\uade0\uc744 \uae30\ubc18\uc73c\ub85c \ud558\ub294 \uc804\ub7b5\uc744 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774\ub3d9 \ud3c9\uade0\uc744 \ud1b5\ud574 \uc8fc\uc2dd\uc758 \ub9e4\ub9e4 \uc2dc\uc810\uc744 \ud310\ub2e8\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<pre><code>class MovingAverageStrategy:\n    def __init__(self):\n        self.short_window = 5\n        self.long_window = 20\n        self.data = []\n\n    def compute_moving_average(self):\n        if len(self.data) &lt; self.long_window:\n            return None\n        short_ma = sum(self.data[-self.short_window:]) \/ self.short_window\n        long_ma = sum(self.data[-self.long_window:]) \/ self.long_window\n        return short_ma, long_ma<\/code><\/pre>\n<p>\uc774 \uc804\ub7b5\uc740 \uc9e7\uc740 \uae30\uac04\uc758 \uc774\ub3d9 \ud3c9\uade0\uacfc \uae34 \uae30\uac04\uc758 \uc774\ub3d9 \ud3c9\uade0\uc744 \ube44\uad50\ud558\uc5ec \ub9e4\ub9e4 \uc2e0\ud638\ub97c \uc0dd\uc131\ud569\ub2c8\ub2e4.<\/p>\n<h2>5. \uc8fc\ubb38 \uc2e4\ud589<\/h2>\n<p>\uc774\uc81c \uc774\ubca4\ud2b8\ub97c \ud1b5\ud55c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ud604\ud588\uc73c\ubbc0\ub85c, \ub9c8\uc9c0\ub9c9\uc73c\ub85c \uc2e4\uc81c\ub85c \uc8fc\ubb38\uc744 \uc2e4\ud589\ud558\ub294 \ucf54\ub4dc\ub97c \uc791\uc131\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<pre><code>def execute_trade(self):\n    short_ma, long_ma = self.compute_moving_average()\n    if short_ma is not None and short_ma &gt; long_ma:\n        print(\"\ub9e4\uc218 \uc2dc\uc810\")\n        self.send_order(1, \"005930\", 10, 0, 0)  # \uc0bc\uc131\uc804\uc790 \ub9e4\uc218 \uc608\n    elif short_ma is not None and short_ma &lt; long_ma:\n        print(\"\ub9e4\ub3c4 \uc2dc\uc810\")\n        self.send_order(2, \"005930\", 10, 0, 0)  # \uc0bc\uc131\uc804\uc790 \ub9e4\ub3c4 \uc608<\/code><\/pre>\n<p>\uc774 \ucf54\ub4dc\ub294 \uc774\ub3d9 \ud3c9\uade0 \uae30\ubc18\uc758 \ub9e4\ub9e4 \uc804\ub7b5\uc5d0 \ub530\ub978 \uc8fc\ubb38\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4. \ub9e4\uc218 \ubc0f \ub9e4\ub3c4 \uc2dc\uc810\uc740 \uc774\ub3d9 \ud3c9\uade0\uc758 \uad50\ucc28\ub97c \ud1b5\ud574 \uacb0\uc815\ub429\ub2c8\ub2e4.<\/p>\n<h2>6. \uc804\uccb4 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c<\/h2>\n<p>\uc704\uc758 \ubaa8\ub4e0 \uc694\uc18c\ub97c \ud1b5\ud569\ud558\uc5ec \uc804\uccb4 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ucd5c\uc885\uc801\uc73c\ub85c \ubaa8\ub4e0 \ud074\ub798\uc2a4\ub97c \uacb0\ud569\ud55c \ucf54\ub4dc\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<pre><code>class AutoTradingSystem:\n    def __init__(self):\n        self.kiwoom = Kiwoom()\n        self.strategy = MovingAverageStrategy()\n\n    def run(self):\n        while True:\n            self.kiwoom.api.BlockRequest(\"opw00018\", ...) # \uc794\uace0 \uc815\ubcf4 \uc694\uccad\n            self.strategy.data.append(self.get_market_data())  # \uc2dc\uc7a5 \ub370\uc774\ud130 \uc218\uc9d1\n            self.strategy.execute_trade()  # \ub9e4\ub9e4 \uc2e4\ud589\n            time.sleep(60)  # \uc8fc\uae30\uc801\uc73c\ub85c \uc2e4\ud589<\/code><\/pre>\n<p>\uc774\uac83\uc774 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc758 \uae30\ubcf8\uc801\uc778 \uad6c\uc870\uc785\ub2c8\ub2e4. API\uc640 \uc774\ubca4\ud2b8 \ucc98\ub9ac, \ub9e4\ub9e4 \uc804\ub7b5\uc744 \uc801\uc808\ud788 \uacb0\ud569\ud558\uc5ec \uc790\uc2e0\ub9cc\uc758 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \ub9cc\ub4e4\uc5b4 \ubcf4\uc138\uc694.<\/p>\n<h2>\uacb0\ub860<\/h2>\n<p>\uc774\ubc88 \uac15\uc88c\uc5d0\uc11c\ub294 \ud30c\uc774\uc36c\uc744 \uc774\uc6a9\ud558\uc5ec \ud0a4\uc6c0\uc99d\uad8c API\ub85c \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uad6c\ud604\ud558\ub294 \ubc29\ubc95\uacfc \uc774\ubca4\ud2b8 \ucc98\ub9ac\uc758 \uc911\uc694\uc131\uc5d0 \ub300\ud574 \uc54c\uc544\ubcf4\uc558\uc2b5\ub2c8\ub2e4. \uac01 \uc694\uc18c\ub97c \uc798 \uc774\ud574\ud558\uace0 \ud65c\uc6a9\ud558\uc5ec \uc790\uc2e0\ub9cc\uc758 \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud574 \ubcf4\uc2dc\uae30 \ubc14\ub78d\ub2c8\ub2e4. \ucd94\uac00\uc801\uc73c\ub85c, \ub354 \ub9ce\uc740 \uc804\ub7b5\uc744 \uc2dc\ub3c4\ud574 \ubcf4\uace0, Thoth\uc640 \uac19\uc740 \ubc31\ud14c\uc2a4\ud2b8 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \ud65c\uc6a9\ud558\uc5ec \uc790\uc2e0\uc774 \ub9cc\ub4e0 \uc804\ub7b5\uc758 \uc131\ub2a5\uc744 \uccb4\ud06c\ud574\ubcf4\uba74 \uc88b\uc2b5\ub2c8\ub2e4. \ud604\uc7ac \uc2dc\uc7a5\uc758 \ubcc0\ub3d9\uc131\uc744 \ubc18\uc601\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \ub9cc\ub4e4\uae30 \uc704\ud574 \uc9c0\uc18d\uc801\uc778 \uc5f0\uad6c\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n<h2>\ucc38\uace0\uc790\ub8cc<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.kiwoom.com\">\ud0a4\uc6c0\uc99d\uad8c \uacf5\uc2dd \ud648\ud398\uc774\uc9c0<\/a><\/li>\n<li><a href=\"https:\/\/python.org\">Python \uacf5\uc2dd \ud648\ud398\uc774\uc9c0<\/a><\/li>\n<li><a href=\"https:\/\/github.com\">Github<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\uc548\ub155\ud558\uc138\uc694, \uc624\ub298\uc740 \ud30c\uc774\uc36c\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\ub294 \ubc29\ubc95, \ud2b9\ud788 \ud0a4\uc6c0\uc99d\uad8c API\ub97c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \uc8fc\uc2dd \uac70\ub798\uc758 \uc54c\uace0\ub9ac\uc998\uc744 \uc790\ub3d9\uc73c\ub85c \uc2e4\ud589\ud558\uc5ec \uc218\uc775\uc744 \uc62c\ub9ac\uae30 \uc704\ud55c \ud504\ub85c\uadf8\ub7a8\uc785\ub2c8\ub2e4. \uc774 \uac15\uc88c\uc5d0\uc11c\ub294 \uae30\ubcf8\uc801\uc778 \uc124\uce58\ubd80\ud130 \uc774\ubca4\ud2b8 \ucc98\ub9ac\uc640 API \uc0ac\uc6a9\ubc95\uae4c\uc9c0 \uc2ec\ub3c4 \uae4a\uc740 \ub0b4\uc6a9\uc744 \ub2e4\ub8f0 \uc608\uc815\uc785\ub2c8\ub2e4. 1. \ud0a4\uc6c0\uc99d\uad8c API \uc900\ube44\ud558\uae30 \ud0a4\uc6c0\uc99d\uad8c\uc758 API\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4\ub97c \uad6c\ud604\ud558\uae30 \uc704\ud574\uc11c\ub294 \uba3c\uc800 API \ud0a4\ub97c \ubc1c\uae09\ubc1b\uc544\uc57c \ud569\ub2c8\ub2e4. &hellip; <a href=\"https:\/\/atmokpo.com\/w\/30928\/\" 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, \uc774\ubca4\ud2b8 \ucc98\ub9ac&#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-30928","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, \uc774\ubca4\ud2b8 \ucc98\ub9ac - \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\/30928\/\" \/>\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, \uc774\ubca4\ud2b8 \ucc98\ub9ac - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\uc548\ub155\ud558\uc138\uc694, \uc624\ub298\uc740 \ud30c\uc774\uc36c\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc744 \uac1c\ubc1c\ud558\ub294 \ubc29\ubc95, \ud2b9\ud788 \ud0a4\uc6c0\uc99d\uad8c API\ub97c \ud65c\uc6a9\ud558\ub294 \ubc29\ubc95\uc5d0 \ub300\ud574 \uc790\uc138\ud788 \uc124\uba85\ud558\uaca0\uc2b5\ub2c8\ub2e4. \uc790\ub3d9\ub9e4\ub9e4 \uc2dc\uc2a4\ud15c\uc740 \uc8fc\uc2dd \uac70\ub798\uc758 \uc54c\uace0\ub9ac\uc998\uc744 \uc790\ub3d9\uc73c\ub85c \uc2e4\ud589\ud558\uc5ec \uc218\uc775\uc744 \uc62c\ub9ac\uae30 \uc704\ud55c \ud504\ub85c\uadf8\ub7a8\uc785\ub2c8\ub2e4. \uc774 \uac15\uc88c\uc5d0\uc11c\ub294 \uae30\ubcf8\uc801\uc778 \uc124\uce58\ubd80\ud130 \uc774\ubca4\ud2b8 \ucc98\ub9ac\uc640 API \uc0ac\uc6a9\ubc95\uae4c\uc9c0 \uc2ec\ub3c4 \uae4a\uc740 \ub0b4\uc6a9\uc744 \ub2e4\ub8f0 \uc608\uc815\uc785\ub2c8\ub2e4. 1. \ud0a4\uc6c0\uc99d\uad8c API \uc900\ube44\ud558\uae30 \ud0a4\uc6c0\uc99d\uad8c\uc758 API\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc790\ub3d9\ub9e4\ub9e4\ub97c \uad6c\ud604\ud558\uae30 \uc704\ud574\uc11c\ub294 \uba3c\uc800 API \ud0a4\ub97c \ubc1c\uae09\ubc1b\uc544\uc57c \ud569\ub2c8\ub2e4. &hellip; \ub354 \ubcf4\uae30 &quot;\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uc774\ubca4\ud2b8 \ucc98\ub9ac&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/30928\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-28T06:04:35+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T06:46:58+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\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/atmokpo.com\/w\/30928\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/atmokpo.com\/w\/30928\/\"},\"author\":{\"name\":\"root\",\"@id\":\"https:\/\/atmokpo.com\/w\/#\/schema\/person\/91b6b3b138fbba0efb4ae64b1abd81d7\"},\"headline\":\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uc774\ubca4\ud2b8 \ucc98\ub9ac\",\"datePublished\":\"2024-10-28T06:04:35+00:00\",\"dateModified\":\"2024-11-26T06:46:58+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/atmokpo.com\/w\/30928\/\"},\"wordCount\":20,\"publisher\":{\"@id\":\"https:\/\/atmokpo.com\/w\/#organization\"},\"articleSection\":[\"\ud30c\uc774\uc36c\uc790\ub3d9\ub9e4\ub9e4\"],\"inLanguage\":\"ko-KR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/atmokpo.com\/w\/30928\/\",\"url\":\"https:\/\/atmokpo.com\/w\/30928\/\",\"name\":\"\ud30c\uc774\uc36c \uc790\ub3d9\ub9e4\ub9e4 \uac1c\ubc1c, \ud0a4\uc6c0\uc99d\uad8c API, \uc774\ubca4\ud2b8 \ucc98\ub9ac - 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