{"id":50742,"date":"2021-05-21T00:00:00","date_gmt":"2021-05-21T07:00:00","guid":{"rendered":"https:\/\/griddb-linux-hte8hndjf8cka8ht.westus-01.azurewebsites.net\/%e6%9c%aa%e5%88%86%e9%a1%9e\/parsing-api-data-to-griddb-using-binance-api\/"},"modified":"2025-11-14T07:54:36","modified_gmt":"2025-11-14T15:54:36","slug":"parsing-api-data-to-griddb-using-binance-api","status":"publish","type":"post","link":"https:\/\/griddb-linux-hte8hndjf8cka8ht.westus-01.azurewebsites.net\/ja\/%e6%9c%aa%e5%88%86%e9%a1%9e\/parsing-api-data-to-griddb-using-binance-api\/","title":{"rendered":"Binance API\u3092\u4f7f\u3063\u3066API\u30c7\u30fc\u30bf\u3092GridDB\u306b\u89e3\u6790\u3059\u308b"},"content":{"rendered":"

\u6697\u53f7\u901a\u8ca8\u306f\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u6280\u8853\u306b\u57fa\u3065\u304f\u5206\u6563\u578b\u306e\u30c7\u30b8\u30bf\u30eb\u901a\u8ca8\u3092\u63d0\u4f9b\u3057\u3001\u91d1\u878d\u5206\u91ce\u3067\u5727\u5012\u7684\u306a\u5b58\u5728\u611f\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6697\u53f7\u901a\u8ca8\u3092\u53d6\u5f15\u3059\u308b\u969b\u306b\u306f\u3001\u6697\u53f7\u901a\u8ca8\u53d6\u5f15\u6240\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002Binance\u306f\u4e16\u754c\u6700\u5927\u7d1a\u306e\u6697\u53f7\u901a\u8ca8\u53d6\u5f15\u6240\u3067\u3042\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306b\u5b89\u5168\u3067\u52b9\u7387\u7684\u306a\u6697\u53f7\u901a\u8ca8\u306e\u53d6\u5f15\u65b9\u6cd5\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001Binance API\u3092\u4f7f\u3063\u3066\u69d8\u3005\u306a\u6697\u53f7\u901a\u8ca8\u306e\u60c5\u5831\u3092\u7167\u4f1a\u3057\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092GridDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u89e3\u6790\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n

Binance\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b<\/h2>\n

\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001Binance\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u307e\u305a\u306f\u3001Binance API\u3092\u4f7f\u3063\u3066\u63a5\u7d9a\u3057\u3001\u6697\u53f7\u901a\u8ca8\u306e\u5e02\u5834\u60c5\u5831\u3092\u53d6\u5f97\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001API\u30ad\u30fc\u3092\u4f5c\u6210\u3057\u3001Binance API\u3092\u4ecb\u3057\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n

Binance API Key\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n

Binance\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u6301\u3063\u3066\u3044\u308c\u3070\u8ab0\u3067\u3082\u3001Binance API\u3092\u5229\u7528\u3059\u308b\u305f\u3081\u306eAPI\u30ad\u30fc\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30a2\u30ab\u30a6\u30f3\u30c8\u8a2d\u5b9a\u304b\u3089API Management\u306b\u79fb\u52d5\u3057\u3066\u3001Binance\u30a2\u30ab\u30a6\u30f3\u30c8\u3067\u65b0\u3057\u3044API Key\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u30e6\u30fc\u30b6\u30fc\u306fAPI\u30ad\u30fc\u7528\u306e\u540d\u524d\u3092\u63d0\u4f9b\u3057\u3001API\u30ad\u30fc\u3092\u6b63\u5e38\u306b\u751f\u6210\u3059\u308b\u305f\u3081\u306b\u8a8d\u8a3c\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\"\"<\/p>\n

Binance API\u306b\u63a5\u7d9a\u3059\u308b<\/h3>\n

Python\u306f\u3001Binance API\u3078\u306e\u63a5\u7d9a\u3092\u7c21\u5358\u306b\u78ba\u7acb\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308bpython-binance<\/a>\u3068\u3044\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u63d0\u4f9b\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u57fa\u672c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u3057\u3066Python\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u6b21\u306e\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\u306f\u3001Binance\u3067\u5229\u7528\u53ef\u80fd\u306a\u3059\u3079\u3066\u306e\u6697\u53f7\u901a\u8ca8\u306e\u63a5\u7d9a\u3068\u73fe\u5728\u306e\u4fa1\u683c\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\n
\nfrom binance.client import Client  \nimport pandas as pd  \nimport os  \n  \n# Create the client  \nclient = Client(os.environ['binance_api_key'], os.environ['binance_api_secret'])  \n  \n# Retrieve all data  \nprices = client.get_all_tickers()  \n  \n# Create a Pandas DataFrame  \ndata = pd.DataFrame(prices)  \nprint(data)\n<\/code><\/pre>\n<\/div>\n
\u7d50\u679c<\/h5>\n
\"\"<\/p>\n
\u5b9a\u671f\u7684\u306b\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b<\/h3>\n
\u9078\u629e\u3057\u305f\u6697\u53f7\u901a\u8ca8\u306e24\u6642\u9593\u306e\u5e02\u5834\u60c5\u5831\u3092\u5b9a\u671f\u7684\u306b\u53ce\u96c6\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u308b\u30b7\u30ca\u30ea\u30aa\u3092\u8003\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\u306f\u3001\u3053\u306e\u6a5f\u80fd\u3092\u5b9f\u73fe\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
\n
  \ndef retrive_market_data(currency_list):\n    try:\n        # Create the Connection\n        client = Client(os.environ['binance_api_key'],\n                        os.environ['binance_api_secret'])\n        currency_data = []\n        # Iterate the Currency List\n        for currency in currency_list:\n            # Get Crypto Information\n            tickers = client.get_ticker(symbol=str(currency))\n            currency_data.append(tickers)\n        # Create a DataFrame\n        currency_data_df = pd.DataFrame(currency_data)\n        # Return the DataFrame\n        return currency_data_df\n    except BaseException as error:\n        print(f\"Error Occuered: {error}\")\n  \n  \nif __name__ == \"__main__\":  \n    list = ['DOGEUSDT','BNBBTC','BTCUSDT','ETHUSDT']  \n    print(retrive_market_data(list))\n<\/code><\/pre>\n<\/div>\n
\u7d50\u679c<\/h5>\n
\"\"<\/p>\n
GridDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u30c7\u30fc\u30bf\u3092\u89e3\u6790\u3059\u308b<\/h2>\n
\u3055\u3066\u3001Binance API\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u305f\u306e\u3067\u3001\u6b21\u306b\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092GridDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u89e3\u6790\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u4ee5\u4e0b\u306e\u60c5\u5831\u3060\u3051\u304c\u5fc5\u8981\u3068\u306a\u308b\u3068\u4eee\u5b9a\u3057\u307e\u3059\u3002<\/p>\n
    \n
  • symbol<\/li>\n
  • piceChange<\/li>\n
  • priceChangePercent<\/li>\n
  • weightedAvgPrice<\/li>\n
  • prevClosePrice<\/li>\n
  • lastPrice<\/li>\n
  • openPrice<\/li>\n
  • highPrice<\/li>\n
  • lowPrice<\/li>\n
  • volume<\/li>\n
  • openTime<\/li>\n
  • closeTime<\/li>\n<\/ul>\n
    \u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u9001\u308b\u524d\u306b\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u3063\u3066Pandas DataFrame\u304b\u3089\u4e0d\u8981\u306a\u30ab\u30e9\u30e0\u3092\u524a\u9664\u3059\u308b\u3053\u3068\u3067\u7c21\u5358\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
    \n
    \nmarket_data.drop(columns=['lastQty','bidPrice','bidQty','askPrice','askQty', 'quoteVolume', 'firstId', 'lastId', 'count'],inplace=True)\n<\/code><\/pre>\n<\/div>\n
    \u6b21\u306b\u3001\u5fc5\u8981\u306a\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u306b\u5909\u63db\u3057\u307e\u3059\u3002\u3053\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u307b\u3068\u3093\u3069\u306e\u5024\u306ffloat\u5024\u306a\u306e\u3067\u3001\u6587\u5b57\u5217\u304b\u3089float\u306b\u5909\u63db\u3057\u3001\u300copenTime\u300d\u3068\u300ccloseTime\u300d\u306e\u5024\u3092Epoch\u304b\u3089TimeStamp\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u306b\u5909\u63db\u3057\u307e\u3059\u3002<\/p>\n
    \n
    \n# Convert String to Float  \nmarket_data['priceChange'] = market_data['priceChange'].astype(float)  \nmarket_data['priceChangePercent'] = market_data['priceChangePercent'].astype(float)  \nmarket_data['weightedAvgPrice'] = market_data['weightedAvgPrice'].astype(float)  \nmarket_data['prevClosePrice'] = market_data['prevClosePrice'].astype(float)  \nmarket_data['lastPrice'] = market_data['lastPrice'].astype(float)  \nmarket_data['openPrice'] = market_data['openPrice'].astype(float)  \nmarket_data['highPrice'] = market_data['highPrice'].astype(float)  \nmarket_data['lowPrice'] = market_data['lowPrice'].astype(float)  \nmarket_data['volume'] = market_data['volume'].astype(float)  \n  \n# Convert from Time since Epoch  \nmarket_data['openTime'] = pd.to_datetime(market_data['openTime'], unit='ms')  \nmarket_data['closeTime'] = pd.to_datetime(market_data['closeTime'], unit='ms')\n<\/code><\/pre>\n<\/div>\n
    GridDB\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b<\/h3>\n
    \u3053\u308c\u3067\u30c7\u30fc\u30bf\u306e\u5909\u63db\u304c\u5b8c\u4e86\u3057\u307e\u3057\u305f\u3002\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u30c7\u30fc\u30bf\u3092GridDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u633f\u5165\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3057\u304b\u3057\u3001\u305d\u306e\u524d\u306b\u3001\u30c7\u30fc\u30bf\u3092\u633f\u5165\u3059\u308b\u305f\u3081\u306e\u9069\u5207\u306a\u30b3\u30f3\u30c6\u30ca\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306b\u4f5c\u6210\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u306b\u306f\u3001griddb_python\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3063\u3066\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u304cPandas DataFrame\u3068GridDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e21\u65b9\u306b\u30de\u30c3\u30c1\u3057\u3066\u3044\u306a\u3051\u308c\u3070\u3001\u30a8\u30e9\u30fc\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u306e\u3067\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
    \n
    \nimport griddb_python as griddb\n\nfactory = griddb.StoreFactory.get_instance()\ntry:\n    # Get GridStore object\n    gridstore = factory.get_store(\n        host='10.10.10.100',\n        port=250,\n        cluster_name='default',\n        username='admin',\n        password='admin'\n    )\n\n    # Create Collection\n    containerName = \"Crypto_Data_Container\"\n    crypto_container = griddb.ContainerInfo(containerName,\n                    [[\"symbol\", griddb.Type.STRING],\n                     [\"priceChange\", griddb.Type.FLOAT],\n                     [\"priceChangePercent\", griddb.Type.FLOAT],\n                     [\"weightedAvgPrice\", griddb.Type.FLOAT],\n                     [\"prevClosePrice\", griddb.Type.FLOAT],\n                     [\"lastPrice\", griddb.Type.FLOAT],\n                     [\"openPrice\", griddb.Type.FLOAT],\n                     [\"highPrice\", griddb.Type.FLOAT],\n                     [\"lowPrice\", griddb.Type.FLOAT],\n                     [\"volume\", griddb.Type.FLOAT],\n                     [\"openTime\", griddb.Type.TIMESTAMP],\n                     [\"closeTime\", griddb.Type.TIMESTAMP]],\n                    griddb.ContainerType.COLLECTION, True)\n\n    data_container = gridstore.put_container(crypto_container)\n\nexcept griddb.GSException as e:\n    for i in range(e.get_error_stack_size()):\n        print(\"[\", i, \"]\")\n        print(e.get_error_code(i))\n        print(e.get_location(i))\n        print(e.get_message(i))\n<\/code><\/pre>\n<\/div>\n
    \u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\u306f\u3001griddb_python\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3057\u3066\u3001GridDB\u306b\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
    GridDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u633f\u5165\u3059\u308b<\/h3>\n
    \u6700\u5f8c\u306b\u3001Binance API\u304b\u3089\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092GridDB\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u6e21\u3057\u307e\u3059\u3002\u3053\u308c\u3067\u3001\u4e92\u63db\u6027\u306e\u3042\u308b\u30c7\u30fc\u30bf\u3068\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30d5\u30a3\u30fc\u30eb\u30c9\u306e\u30bb\u30c3\u30c8\u304c\u3067\u304d\u307e\u3057\u305f\u3002Pandas\u306e “marketdata “\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306b\u306f\u3001\u89e3\u6790\u3055\u308c\u305f\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u305d\u306e\u30c7\u30fc\u30bf\u3092\u53d7\u3051\u53d6\u308b\u305f\u3081\u306bGridDB\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304c\u5229\u7528\u3067\u304d\u307e\u3059\u3002GridDB\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u633f\u5165\u3059\u308b\u305f\u3081\u306b\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u81ea\u4f53\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
    \n
    \ndef insert_data(binance_data):\n    factory = griddb.StoreFactory.get_instance()\n    try:\n        # Get GridStore object\n        gridstore = factory.get_store(\n            host='10.10.10.100',\n            port=250,\n            cluster_name='default',\n            username='admin',\n            password='admin'\n        )\n\n        # Get the Collection\n        containerName = \"Crypto_Data_Container\"\n        data_container = gridstore.get_container(containerName)\n\n        # Insert the DataFrame data\n        data_container.put_rows(binance_data)\n\n    except griddb.GSException as e:\n        for i in range(e.get_error_stack_size()):\n            print(\"[\", i, \"]\")\n            print(e.get_error_code(i))\n            print(e.get_location(i))\n            print(e.get_message(i))\n<\/code><\/pre>\n<\/div>\n
    \u4ee5\u4e0a\u3067\u3001Binance API\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3001GridDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u683c\u7d0d\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u307e\u3057\u305f\u3002\u30b5\u30fc\u30d0\u30fc\u306b\u914d\u5099\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306fcron\u30b8\u30e7\u30d6\u3092\u4f7f\u7528\u3057\u3066\u3053\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u81ea\u52d5\u7684\u306b\u5b9f\u884c\u3057\u3001\u30af\u30e9\u30a6\u30c9\u6a5f\u80fd\u3068\u3057\u3066\u914d\u5099\u3055\u308c\u3066\u3044\u308b\u5834\u5408\u306f\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u30b5\u30fc\u30d3\u30b9\u3092\u4f7f\u7528\u3057\u3066\u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5b9a\u671f\u7684\u306b\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
    \u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b<\/h3>\n
    \u30c7\u30fc\u30bf\u3092\u89e3\u6790\u3059\u308b\u65b9\u6cd5\u304c\u308f\u304b\u3063\u305f\u3068\u3053\u308d\u3067\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u610f\u5473\u306e\u3042\u308b\u60c5\u5831\u3092\u62bd\u51fa\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u4e0a\u8a18\u306e\u95a2\u6570\u30921\u9031\u9593\u6bce\u65e5\u5b9f\u884c\u3057\u305f\u3068\u4eee\u5b9a\u3057\u3066\u3001weightedAvgPrice\u3092\u4f7f\u7528\u3057\u3066\u30b0\u30e9\u30d5\u3092\u4f5c\u6210\u3057\u3001\u9078\u629e\u3057\u305f\u6697\u53f7\u901a\u8ca8\u306e\u5024\u52d5\u304d\u3092\u78ba\u8a8d\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u6b21\u306e\u30b3\u30fc\u30c9\u30d6\u30ed\u30c3\u30af\u306f\u3001TQL\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8\u3092\u4f7f\u7528\u3057\u3066GridDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u554f\u3044\u5408\u308f\u305b\u3066ETHUSDT\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3001\u5f97\u3089\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u3066\u30e9\u30a4\u30f3\u30c1\u30e3\u30fc\u30c8\u3092\u63cf\u753b\u3057\u307e\u3059\u3002<\/p>\n
    \n
    from binance.client import Client\nimport griddb_python as griddb\nimport pandas as pd\n\ndef get_data(symbol):\n    factory = griddb.StoreFactory.get_instance()\n    try:\n        # Get GridStore object\n        gridstore = factory.get_store(\n            host='10.10.10.100',\n            port=250,\n            cluster_name='default',\n            username='admin',\n            password='admin'\n        )\n\n        # Get the Collection\n        containerName = \"Crypto_Data_Container\"\n        data_container = gridstore.get_container(containerName)\n\n        # Fetch all rows - Crypto_Data_Container\n        query_string = f\"select symbol, weightedAvgPrice, closeTime where symbol = '{symbol}'\"\n        query = data_container.query(query_string)\n        rs = query.fetch(False)\n        \n        # Create a List form the Crypto_Data_Container\n        retrieved_data= []\n        while rs.has_next():\n            data = rs.next()\n            retrieved_data.append(data)\n\n        return retrieved_data\n\n    except griddb.GSException as e:\n        for i in range(e.get_error_stack_size()):\n            print(\"[\", i, \"]\")\n            print(e.get_error_code(i))\n            print(e.get_location(i))\n            print(e.get_message(i))\n\nif __name__ == \"__main__\":\n    # Get the Necessary Data\n    crypto_data = get_data('ETHUSDT')\n    crypto_dataframe = pd.DataFrame(crypto_data, columns=['symbol', 'weightedAvgPrice', 'closeTime'])\n\n    # Create the Plot using Pandas\n    crypto_dataframe.sort_values('closeTime', ascending=True, inplace=True)\n    lines = crypto_dataframe.plot.line(x='closeTime', y=\"weightedAvgPrice\", figsize=(20, 10))<\/code><\/pre>\n<\/div>\n
    \u7d50\u679c<\/h5>\n
    \"\"<\/p>\n
    \u307e\u3068\u3081<\/h2>\n
    \u4eca\u56de\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001API\u3068\u5bfe\u8a71\u3057\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u65b9\u6cd5\u3068\u3001\u53d6\u5f97\u3057\u305f\u30c7\u30fc\u30bf\u3092\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u89e3\u6790\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u5927\u307e\u304b\u306b\u8aac\u660e\u3057\u307e\u3057\u305f\u3002\u30c7\u30fc\u30bf\u3092\u89e3\u6790\u3059\u308b\u969b\u306b\u6700\u3082\u91cd\u8981\u306a\u8981\u7d20\u306f\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u30af\u30ea\u30fc\u30f3\u30a2\u30c3\u30d7\u3057\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u53d7\u3051\u5165\u308c\u308b\u6b63\u3057\u3044\u30c7\u30fc\u30bf\u30bf\u30a4\u30d7\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u6a5f\u80fd\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u3042\u3089\u3086\u308b\u7d44\u7e54\u306e\u305f\u3081\u306e\u81ea\u52d5\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u5206\u6790\u6a5f\u80fd\u3092\u4f5c\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
    \u6697\u53f7\u901a\u8ca8\u306f\u3001\u30d6\u30ed\u30c3\u30af\u30c1\u30a7\u30fc\u30f3\u6280\u8853\u306b\u57fa\u3065\u304f\u5206\u6563\u578b\u306e\u30c7\u30b8\u30bf\u30eb\u901a\u8ca8\u3092\u63d0\u4f9b\u3057\u3001\u91d1\u878d\u5206\u91ce\u3067\u5727\u5012\u7684\u306a\u5b58\u5728\u611f\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6697\u53f7\u901a\u8ca8\u3092\u53d6\u5f15\u3059\u308b\u969b\u306b\u306f\u3001\u6697\u53f7\u901a\u8ca8\u53d6\u5f15\u6240\u304c\u5fc5\u8981\u3068\u306a\u308a\u307e\u3059\u3002Binance\u306f\u4e16\u754c\u6700\u5927\u7d1a\u306e\u6697\u53f7\u901a\u8ca8\u53d6\u5f15\u6240\u3067 […]<\/p>\n","protected":false},"author":41,"featured_media":49234,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1005],"tags":[],"class_list":["post-50742","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-1005"],"acf":[],"yoast_head":"\nBinance API\u3092\u4f7f\u3063\u3066API\u30c7\u30fc\u30bf\u3092GridDB\u306b\u89e3\u6790\u3059\u308b | GridDB: Open Source Time Series Database for IoT<\/title>\n<meta name=\"description\" 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