{"id":3889,"date":"2022-01-20T12:00:31","date_gmt":"2022-01-20T03:00:31","guid":{"rendered":"https:\/\/www.agtech.co.jp\/blog\/?p=3889"},"modified":"2022-09-02T11:47:36","modified_gmt":"2022-09-02T02:47:36","slug":"implement-equipment-status-monitoring","status":"publish","type":"post","link":"https:\/\/www.agtech.co.jp\/blog\/2022\/01\/implement-equipment-status-monitoring\/","title":{"rendered":"Actian Zen \u3068\u7523\u696d\u7528\u30e9\u30ba\u30d1\u30a4\u300c netPI \u300d\u3067\u8a2d\u5099\u306e\u72b6\u614b\u76e3\u8996\u3092\u5b9f\u88c5\u3059\u308b"},"content":{"rendered":"
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  4. \u7d50\u679c<\/a><\/li>\r\n<\/ol>\r\n\r\n\r\n\r\n

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    \u5f0a\u793e\u306e\u6271\u3046\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u88fd\u54c1\u300cActian Zen\u300d\u30d5\u30a1\u30df\u30ea\u306b\u306f\u3001IoT\/\u30a8\u30c3\u30b8\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u5206\u91ce\u5411\u3051\u306b\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u305f\u30a8\u30c7\u30a3\u30b7\u30e7\u30f3\u300cEdge\u300d\u3068\u300cCore\u300d\u304c\u3042\u308a\u307e\u3059\u3002\u9ad8\u901f NoSQL \u3068 SQL \u306e\u30c7\u30e5\u30a2\u30eb\u30a2\u30af\u30bb\u30b9\u6a5f\u69cb\u306f\u305d\u306e\u307e\u307e\u306b\u3001\u4f4e\u6d88\u8cbb\u96fb\u529b\u306e ARM \u7cfb\u30c1\u30c3\u30d7\u3092\u4f7f\u3063\u305f\u5c0f\u578b\u30c7\u30d0\u30a4\u30b9\u306b\u642d\u8f09\u3059\u308b\u3053\u3068\u3092\u60f3\u5b9a\u3057\u305f\u5c0f\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30b5\u30a4\u30ba\u306e\u30a8\u30c7\u30a3\u30b7\u30e7\u30f3\u3067\u3059\u3002<\/p>\r\n\r\n\r\n\r\n

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    \r\n

    Actian Zen Edge \u30a8\u30c7\u30a3\u30b7\u30e7\u30f3<\/strong><\/p>\r\n

    \r\n\u30fb\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30b5\u30a4\u30ba 30 MB \u306e\u8efd\u91cf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9
    \r\n\u30fbARM \u7cfb CPU \u30c7\u30d0\u30a4\u30b9\u306b\u5bfe\u5fdc
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    \u53c2\u8003\uff1aActian Zen \u30d5\u30a1\u30df\u30ea
    https:\/\/www.agtech.co.jp\/actian\/features\/#a03<\/a><\/p>\r\n\r\n\r\n\r\n

    \u7523\u696d\u7528\u30e9\u30ba\u30d1\u30a4\u300cnetPI\u300d<\/h2>\r\n

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    \u53c2\u8003\uff1a\u7523\u696d\u7528\u30e9\u30ba\u30d1\u30a4\u300cnetPI\u300d
    https:\/\/www.hilscher.com\/ja\/netpi\/<\/a><\/p>\r\n\r\n\r\n\r\n

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    <\/p>\r\n\r\n\r\n\r\n

    \u3010\u5b9f\u88c5\u6982\u8981\u3011<\/p>\r\n

      \r\n\t
    1. ① \u6a5f\u68b0\u306b\u53d6\u308a\u4ed8\u3051\u305f\u52a0\u901f\u5ea6\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u767a\u751f\u3059\u308b\u30c7\u30fc\u30bf\u3092\uff13\u53f0\u306e netPI \u7d4c\u7531\u3067 Actian Zen Edge \u306b\u751f\u30c7\u30fc\u30bf\u3068\u3057\u3066\u53d6\u308a\u8fbc\u3080\u3002\uff08\u30c6\u30fc\u30d6\u30ebA\uff09\u3000\u203b\u3053\u306e\u751f\u30c7\u30fc\u30bf\u306f\u6bce\u65e5 0:00 \u306b\u5168\u524a\u9664\u3059\u308b\u3002<\/li>\r\n\t
    2. ② \u53d6\u308a\u8fbc\u3093\u3060\u751f\u30c7\u30fc\u30bf\u304b\u3089\u72b6\u614b\u76e3\u8996\u7528\u30c7\u30fc\u30bf\u3068\u3057\u3066\uff11\u5206\u9593\u9694\u306e\u5e73\u5747\u5024\u3001\u6700\u5927\u5024\u3001\u6700\u5c0f\u5024\u3092\u62bd\u51fa\u3057\u3001\u69cb\u5185\u30b5\u30fc\u30d0\u306e Actian Zen Cloud SV \u306b\u8ee2\u9001\u3059\u308b\u3002\uff08\u30c6\u30fc\u30d6\u30ebB\uff09\u3000\u203b\u3053\u306e\u72b6\u614b\u76e3\u8996\u7528\u30c7\u30fc\u30bf\u306f\u6c38\u4e45\u4fdd\u5b58\u3059\u308b\u3002<\/li>\r\n\t
    3. ③ JavaScript \u306e UI \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300cReact\u300d\u3067\u30b0\u30e9\u30d5\u5316\u3057\u3001\u30d6\u30e9\u30a6\u30b6\u304b\u3089\u30e2\u30cb\u30bf\u3059\u308b\u3002<\/li>\r\n<\/ol>\r\n\r\n
      \r\n

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      <\/a>\uff12\uff0e\u30a8\u30c3\u30b8\u5074\u30b7\u30b9\u30c6\u30e0\u74b0\u5883<\/h2>\r\n

      <\/p>\r\n\r\n\r\n\r\n

      \u30bb\u30f3\u30b5\u30fc\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u3001\u30d2\u30eb\u30b7\u30e3\u30fc\u793e\u304c\u63d0\u4f9b\u3059\u308b Docker \u30a4\u30e1\u30fc\u30b8\uff08hilschernetpi\/netpi-raspbian\uff09\u3092\u958b\u767a\u6a5f\uff08\u5e02\u8ca9\u306e\u30e9\u30ba\u30d1\u30a4\u3092\u4f7f\u7528\uff09\u4e0a\u306b\u30b3\u30f3\u30c6\u30ca\u5c55\u958b\u3057\u3066\u74b0\u5883\u4f5c\u6210\u3057\u3001\u672c\u756a\u6a5f\uff08netPI\uff09\u7528\u306e\u30a4\u30e1\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n

      \u3010\u958b\u767a\u6a5f\u3068\u30bb\u30f3\u30b5\u30fc\u306e\u63a5\u7d9a\u3011<\/p>\r\n

      \r\n\t
      \r\n\t\r\n\t\t

      \u4eca\u56de\u4f7f\u7528\u3059\u308b\u30bb\u30f3\u30b5\u30fc\u306f\u3001\u30a2\u30ca\u30ed\u30b0\u30fb\u30c7\u30d0\u30a4\u30bb\u30ba\u793e\u88fd\u306e\u30c7\u30b8\u30bf\u30eb3\u8ef8\u30bb\u30f3\u30b5\u30fc\u300cADXL345\u300d\u3067\u3059\u3002<\/p>\r\n\r\n\t\t\r\n\r\n\t\t

      \u958b\u767a\u6a5f\u3068\u52a0\u901f\u5ea6\u30bb\u30f3\u30b5\u30fc\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/p>\r\n\t\t\t

      \r\n\t\t\t\u30fbGPIO \u306e\uff11\u756a\u30d4\u30f3 \u2192 \u30bb\u30f3\u30b5\u30fc\u306e 3.3V
      \r\n\t\t\t\u30fbGPIO \u306e\uff13\u756a\u30d4\u30f3 \u2192 \u30bb\u30f3\u30b5\u30fc\u306e SDA
      \r\n\t\t\t\u30fbGPIO \u306e\uff15\u756a\u30d4\u30f3 \u2192 \u30bb\u30f3\u30b5\u30fc\u306e SCL
      \r\n\t\t\t\u30fbGPIO \u306e\uff17\u756a\u30d4\u30f3 \u2192 \u30bb\u30f3\u30b5\u30fc\u306e GND<\/p>\r\n\r\n\t<\/div>\r\n\t

      \r\n\t\t\"\"\r\n\t<\/div>\r\n\r\n<\/div>\r\n\r\n\r\n\r\n

      \u3010\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3011<\/p>\r\n

      \u958b\u767a\u6a5f\uff08\u5e02\u8ca9\u30e9\u30ba\u30d1\u30a4\uff09\u306b\u4ee5\u4e0b\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\r\n\t\t\t

      \u30fbDocker \u30b3\u30f3\u30c6\u30ca\uff08netpi-raspbian\uff09 https:\/\/hub.docker.com\/r\/hilschernetpi\/netpi-raspbian<\/a>
      \r\n\t\t\t\u30fbActian Zen Edge       https:\/\/www.agtech.co.jp\/actian\/zen\/v14\/edge\/trial90\/<\/a>
      \r\n\t\t\t\u30fbBtrieve 2 API SDK       https:\/\/www.agtech.co.jp\/actian\/support\/reference\/sdk\/access_methods\/btrieve\/<\/a>
      \r\n\t\t\t\u30fbBtrieve 2 API Python \u7528\u30e9\u30a4\u30d6\u30e9\u30ea       Btrieve2API_Python.zip<\/a><\/p>\r\n\r\n\t\t\t

      \u203bBtrieve 2 API Python \u7528\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001Python \u304b\u3089 Btrieve API \u3092\u4f7f\u3046\u5834\u5408\u306b\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002
      \r\n\t\t\t\u8a00\u8a9e\u304a\u3088\u3073 Btrieve \u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u304c\u7570\u306a\u308b\u3068\u52d5\u4f5c\u3057\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002
      \r\n\t\t\t\u5f53\u8a72\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001Python 3.7.3\u3001Actian Zen Edge v14 SP2 \u3067\u52d5\u4f5c\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n

      \u3010\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u958b\u767a\u3011<\/p>\r\n

      \u30bb\u30f3\u30b5\u30fc\u304b\u3089\u306e\u30c7\u30fc\u30bf\u306f\u5e02\u8ca9\u30e9\u30ba\u30d1\u30a4\u306e GPIO \u30d4\u30f3\u7d4c\u7531\u3067 I2C \u898f\u683c\u306b\u3088\u3063\u3066\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002\u958b\u767a\u8a00\u8a9e\u306f\u3001\u7d71\u8a08\u51e6\u7406\u7528\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u304c\u8c4a\u5bcc\u3067 IoT \u5206\u91ce\u3068\u76f8\u6027\u306e\u826f\u3044 Python \u3092\u4f7f\u7528\u3057\u307e\u3057\u305f\u3002<\/p>\r\n\r\n\r\n\r\n

      \u4eca\u56de\u5b9f\u88c5\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u69cb\u6210\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n

      <\/p>\r\n\r\n\r\n\r\n

      \r\n

      Actian Zen \u306f\u30ed\u30fc\u30ec\u30d9\u30eb\u3067\u9ad8\u901f\u306b\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u3059\u308b\u300cBtrieve API\u300d\u3068\u3001Btrieve \u3088\u308a\u3082\u901f\u5ea6\u306f\u52a3\u308a\u307e\u3059\u304c\u3001\u8907\u96d1\u306a\u6761\u4ef6\u306e\u30af\u30a8\u30ea\u3092\u67d4\u8edf\u306b\u4f5c\u6210\u3067\u304d\u308b\u300cSQL\u300d\u306e\uff12\u3064\u306e\u30a2\u30af\u30bb\u30b9\u30e1\u30bd\u30c3\u30c9\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u7279\u5fb4\u3092\u8003\u616e\u3057\u3001\u5927\u91cf\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u305d\u306e\u307e\u307e\u767b\u9332\u3059\u308b\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306f\u9010\u6b21\u7684\u51e6\u7406\u304c\u9ad8\u901f\u306a Btrieve API \u3092\u3001\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u62bd\u51fa\u3057\u3066\u8ee2\u9001\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306f SQL \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n

      \u307e\u305f\u3001\u5206\u6790\u30b5\u30fc\u30d0\u5074\u306b\u5b9f\u88c5\u3059\u308b\u52d5\u7684\u306a\u30b0\u30e9\u30d5\u8868\u793a\u306b\u306f JavaScript \u3092\u5229\u7528\u3057\u305f Web \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u306e\u5834\u5408\u3001Actian Zen \u3067\u306f\u300cCloud SV\u300d\u30a8\u30c7\u30a3\u30b7\u30e7\u30f3\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\r\n<\/div>\r\n\r\n\r\n\r\n

      \r\n\t
      \r\n\t\t

      \u3010\u95a2\u9023\u8a18\u4e8b\u3011<\/p>\r\n\t\t

      \"\"<\/p>\r\n\t<\/div>\r\n\t

      \r\n\t\t

      \u306f\u3058\u3081\u3066\u306eActian Zen\u300c\u30c7\u30fc\u30bf\u30d2\u30b9\u30c8\u30ea\u30a2\u30f3\u300d\u7de8<\/a><\/p>\r\n\t\t

      \uff0a\u306a\u305c\u3001Actian Zen\u306f\u30d2\u30b9\u30c8\u30ea\u30a2\u30f3\u306b\u5411\u3044\u3066\u3044\u308b\u306e\u304b\uff1f\uff0a<\/p>\r\n \t\t

        \r\n\t\t\t
      1. NoSQL\u3068RDB\u4e21\u65b9\u306e\u7279\u5fb4\u3092\u3082\u3064<\/a><\/li>\r\n\t\t\t
      2. \u30ec\u30b3\u30fc\u30c9\u3092\u633f\u5165\u3059\u308b\u6027\u80fd\u304c\u7279\u306b\u9ad8\u3044<\/a><\/li>\r\n\t\t\t
      3. \u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd\u304c\u5145\u5b9f\u3057\u3066\u3044\u308b<\/a><\/li>\r\n\t\t\t
      4. \u300c\u7121\u99c4\u300d\u3092\u7701\u304f\u3053\u3068\u306b\u6700\u9069\u3067\u3042\u308b<\/a><\/li>\r\n \t\t<\/ol>\r\n\t\t<\/p>\r\n\t<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n

        Sensor-collect.py \u306e\u4f5c\u6210<\/h2>\r\n

        \u307e\u305a\u3001\u30a8\u30c3\u30b8\u5074\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30b9\u30ad\u30fc\u30de\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u3053\u3053\u3067\u4f5c\u6210\u3059\u308b\u30c6\u30fc\u30d6\u30eb\u306f\u3001SQL \u30a2\u30af\u30bb\u30b9\u3092\u53ef\u80fd\u306b\u3059\u308b\u3068\u3068\u3082\u306b\u305d\u306e\u307e\u307e Btrieve \u306e\u30c7\u30fc\u30bf\u30d5\u30a1\u30a4\u30eb\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n

        \u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3059\u308b\u30c6\u30fc\u30d6\u30eb\uff08data1\u30c6\u30fc\u30d6\u30eb\uff09\u3092\u4f5c\u6210\u3002<\/p>\r\n\r\n\r\n\r\n

        \r\n\t
        \r\n\t\t
        \r\n\t\tCODE<\/summary>\r\n\t\t\t
        \r\nCREATE TABLE \"data1\" IN DICTIONARY USING 'data1.mkd' PCOMPRESS PAGESIZE=16384 (\r\n \"rno\" BIGIDENTITY DEFAULT '0' CONSTRAINT \"UK_rno\" UNIQUE USING 1,\r\n \"instime\" AUTOTIMESTAMP DEFAULT '0' CONSTRAINT \"DK_instime\" NOT UNIQUE USING 0,\r\n \"sno\" INTEGER NOT NULL,\r\n \"xdata\" INTEGER NOT NULL,\r\n \"ydata\" INTEGER NOT NULL,\r\n \"zdata\" INTEGER NOT NULL )\r\n;\r\n\t\t\t<\/pre>\r\n\t\t<\/details>\r\n\t<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n
        \u7d9a\u3044\u3066 I2C \u30bb\u30f3\u30b5\u30fc\u30e2\u30b8\u30e5\u30fc\u30eb\u3068\u306e\u901a\u4fe1\u3092\u884c\u3046\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        \r\n\t
        \r\n\t\t
        \r\n\t\tCODE<\/summary>\r\n\t\t\t
        \r\nsudo apt-get install python-smbus i2c-tools\r\n\r\n# \u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u3001\u518d\u8d77\u52d5\u3002\r\nsudo reboot\r\n\r\n# I2C\u63a5\u7d9a\u306e\u78ba\u8a8d\u3002\r\nsudo i2cdetect \u2013y 1\r\n\t\t\t<\/pre>\r\n\t\t<\/details>\r\n\t<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n
        \u63a5\u7d9a\u3055\u308c\u3066\u3044\u308c\u3070\u30c7\u30d0\u30a4\u30b9\u756a\u53f7\uff080x53\uff09\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\uff08\u30bb\u30f3\u30b5\u30fc\u3068\u901a\u4fe1\u3059\u308b\u969b\u306b\u5fc5\u8981\u3067\u3059\u306e\u3067\u63a7\u3048\u3066\u304a\u304d\u307e\u3059\uff09<\/p>\r\n\r\n\r\n\r\n
        <\/p>\r\n\r\n\r\n\r\n
        Sensor-collect.py \u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3066\u3001\u30bb\u30f3\u30b5\u30fc\u60c5\u5831\u306e\u53d6\u5f97\u53ca\u3073\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08Zen Edge\uff09\u3078\u767b\u9332\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u306f Btrieve 2 API \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        \r\n\t
        \r\n\t\t
        \r\n\t\tCODE<\/summary>\r\n\t\t\t
        \r\n\r\nimport btrievePython as btrv\r\nimport smbus\r\n\u00a0\r\n# \u30bb\u30f3\u30b5\u30fc\u901a\u4fe1\u306e\u521d\u671f\u5316\r\ni2c = smbus.SMBus(1)\r\naddr = 0x53 \r\ni2c.write_byte_data(addr,0x2c,0x0f)\r\ni2c.write_byte_data(addr,0x31,0x00)\r\ni2c.write_byte_data(addr,0x38,0x00)\r\ni2c.write_byte_data(addr,0x2d,0x08)\r\n\u00a0\r\nbtrieveFileName = \"\/usr\/local\/actianzen\/data\/VSENSOR\/DATA1.MKD\"\r\n\r\n# Btrieve\u30bb\u30c3\u30b7\u30e7\u30f3\u306e\u4f5c\u6210:\r\nbtrieveClient = btrv.BtrieveClient(0x4232, 0) \r\nbtrieveFile = btrv.BtrieveFile()\r\n\u00a0\r\n# \u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304f\r\nrc = btrieveClient.FileOpen(btrieveFile, btrieveFileName, None, btrv.Btrieve.OPEN_MODE_NORMAL)\r\nif (rc == btrv.Btrieve.STATUS_CODE_NO_ERROR):\r\n     print('\u30d5\u30a1\u30a4\u30eb\u3092\u6b63\u5e38\u306b\u958b\u304d\u307e\u3057\u305f\u3002\\n')\r\nelse:\r\n     print('\u30d5\u30a1\u30a4\u30eb\u3092\u958b\u304f\u306e\u306b\u5931\u6557\u3057\u307e\u3057\u305f\u3002\u30b9\u30c6\u30fc\u30bf\u30b9: ', rc, '\\n')\r\nimport struct\r\nrecordFormat = \"<qqiiii\"\r\n\u00a0\r\nwhile True:\r\n     # X\u5024\u306e\u53d6\u5f97\r\n     datax = i2c.read_i2c_block_data(addr, 0x32, 2)\r\n     add_x = 256 * datax[0] + datax[1]   \r\n     # Y\u5024\u306e\u53d6\u5f97\r\n     datay = i2c.read_i2c_block_data(addr, 0x34, 2)\r\n     add_y = datay[0]+datay[1]\r\n     # Z\u5024\u306e\u53d6\u5f97\r\n     dataz = i2c.read_i2c_block_data(addr, 0x36, 2)\r\n     add_z = dataz[0]+dataz[1]\r\n\u00a0\r\n# Python\u306e\u5024\u3092C\u306e\u69cb\u9020\u4f53\u30c7\u30fc\u30bf\u306b\u5909\u63db\u3092\u3057\u307e\u3059\u3002\r\nrecord = struct.pack(recordFormat,0,0,sno,add_x,add_y,add_z)\r\n\r\n# \u4e0a\u8a18\u3067\u5909\u63db\u3057\u305f record \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u683c\u7d0d\r\nrc = btrieveFile.RecordCreate(record)\r\nif (rc == btrv.Btrieve.STATUS_CODE_NO_ERROR):\r\n  print(' \u30ec\u30b3\u30fc\u30c9\u306e\u633f\u5165\u306f\u6b63\u5e38\u306b\u5b9f\u884c\u3055\u308c\u307e\u3057\u305f\u3002')\r\nelse:\r\n  print(' \u30ec\u30b3\u30fc\u30c9\u306e\u633f\u5165\u306b\u5931\u6557\u3057\u307e\u3057\u305f\u3002\u30b9\u30c6\u30fc\u30bf\u30b9: ', rc)\r\n\t\t\t<\/pre>\r\n\t\t<\/details>\r\n\t<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n
        \u203b\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u53d6\u5f97\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u4f5c\u6210\u306b\u3042\u305f\u308a\u3001\u4ee5\u4e0b\u306e\u8a18\u4e8b\u3092\u53c2\u8003\u306b\u3057\u3066\u3044\u307e\u3059\u3002
        \r\nhttps:\/\/www.ne.senshu-u.ac.jp\/~iida\/pc\/?p=1629<\/a>\r\n\r\n\r\n\r\n
        Sensor-extract.py \u306e\u4f5c\u6210<\/h2>\r\n
        \u5206\u6790\u30b5\u30fc\u30d0\u5074\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002\u30b9\u30ad\u30fc\u30de\u60c5\u5831\u306f\u4ee5\u4e0b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        data1average\uff1a \u7d71\u8a08\u30c7\u30fc\u30bf\u7528\u306e\u30c6\u30fc\u30d6\u30eb
        \r\ndata1manage\uff1a \u7a3c\u50cd\u4e2d\u306e\u30bb\u30f3\u30b5\u30fc\u3092\u7ba1\u7406\u3059\u308b\u30c6\u30fc\u30d6\u30eb<\/p>\r\n\r\n\r\n\r\n
        \r\n\t
        \r\n\t\t
        \r\n\t\tCODE<\/summary>\r\n\t\t\t
        \r\n\r\nCREATE TABLE \"data1average\" IN DICTIONARY USING 'data1average.mkd' PAGESIZE=4096 (\r\n \"instime\" TIMESTAMP,\r\n \"sno\" INTEGER NOT NULL,\r\n \"xavg\" DOUBLE NOT NULL, \r\n \"yavg\" DOUBLE NOT NULL,\r\n \"zavg\" DOUBLE NOT NULL,\r\n \"xmax\" INTEGER NOT NULL,\r\n \"ymax\" INTEGER NOT NULL,\r\n \"zmax\" INTEGER NOT NULL,\r\n \"xmin\" INTEGER NOT NULL,\r\n \"ymin\" INTEGER NOT NULL,\r\n \"zmin\" INTEGER NOT NULL );\r\n\r\nCREATE UNIQUE INDEX \"AVGidx1\" USING 0 IN DICTIONARY  ON \"data1average\" ( \"instime\", \"sno\" );\r\n\r\nCREATE TABLE \"data1manage\" IN DICTIONARY USING 'data1manage.mkd' PAGESIZE=4096 (\r\n \"sno\" INTEGER,\r\n\"title\" CHAR(50) );\r\n\t\t\t<\/pre>\r\n\t\t<\/details>\r\n\t<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n
        \u6b21\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        \r\n\t
        \r\n\t\t
        \r\n\t\tCODE<\/summary>\r\n\t\t\t
        \r\n\r\n# ODBC\u7d4c\u7531\u3067\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\r\npip3 install pyodbc\u3000\r\n\r\n#\u7d71\u8a08\u60c5\u5831\u3092\u8a08\u7b97\u3059\u308b\u305f\u3081\u306e\u305f\u3081\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\r\npip3 install pandas \u3000\r\n\t\t\t<\/pre>\r\n\t\t<\/details>\r\n\t<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n
        Sensor-extract.py \u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u6210\u3057\u3066\u3001\u7d71\u8a08\u60c5\u5831\uff081\u5206\u3054\u3068\u306e\u5e73\u5747\u5024\u3001\u6700\u5927\u5024\u3001\u6700\u5c0f\u5024\uff09\u3092\u53d6\u5f97\u3059\u308b\u30ed\u30b8\u30c3\u30af\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u30dd\u30a4\u30f3\u30c8\u3068\u306a\u308b\u7b87\u6240\u306e\u307f\u30d4\u30c3\u30af\u30a2\u30c3\u30af\u3057\u3066\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u63a5\u7d9a\u3002\uff08\u63a5\u7d9a\u5148\u306e\u60c5\u5831\u306f\u304a\u5ba2\u69d8\u306e\u74b0\u5883\u306b\u3042\u308f\u305b\u3066\u304f\u3060\u3055\u3044\uff09<\/p>\r\n\r\n\r\n\r\n
        \r\n\t
        \r\n\t\t
        \r\n\t\tCODE<\/summary>\r\n\t\t\t
        \r\n\r\nimport pyodbc\r\nconn_str = 'Driver={Pervasive ODBC Interface};server=172.31.x.xx:1583;DBQ=vsensor'\r\ndb = pyodbc.connect(conn_str)\r\n\r\n\t\t\t<\/pre>\r\n\t\t<\/details>\r\n\t<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n
        \u7d71\u8a08\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3002\u3053\u3061\u3089\u306f DB \u64cd\u4f5c\u306b SQL \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        pandas \u306e to_datetime() \u95a2\u6570\u3092\u4f7f\u3044\u3001instime \u306e\u30ab\u30e9\u30e0\u3092 datetime \u578b\u306b\u5909\u63db\uff08\u65b0\u305f\u306b\u4f5c\u6210\u3057\u305f\u30c7\u30fc\u30bf\u306f inplace=True \u3067\u305d\u306e\u307e\u307e instime \u30ab\u30e9\u30e0\u306b\u4e0a\u66f8\u304d\uff09\u3057\u3001\u305d\u306e\u5f8c\u3001pandas \u306e resample() \u95a2\u6570\u3067\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u30b0\u30eb\u30fc\u30d4\u30f3\u30b0\u3057\u76f4\u3057\u3001\u305d\u306e\u7d50\u679c\u3092\u5143\u306b\u5e73\u5747\u5024\u3001\u6700\u5927\u5024\u3001\u6700\u5c0f\u5024\u3092\u6c42\u3081\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        \r\n\t
        \r\n\t\t
        \r\n\t\tCODE<\/summary>\r\n\t\t\t
        \r\n\r\nimport pandas as pd\r\nquery = \"SELECT * from data1 where sno = {0} and instime between \\'{1}\\' and \\'{2}\\'\".format(sno,st_date,end_date)\r\ndf = pd.read_sql(sql = query,con =  db)\r\n\u00a0\r\ndf['instime'] = pd.to_datetime(df['instime'])\r\ndf.set_index('instime', inplace=True)\r\n\u00a0\r\ndata_range = \"{0}T\".format(key)\r\ndf.resample(data_range).mean()\r\naverage_data = df.resample(data_range).mean()\r\nmax_data = df.resample(data_range).max()\r\nmin_data = df.resample(data_range).min()\r\n\r\n\t\t\t<\/pre>\r\n\t\t<\/details>\r\n\t<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n
        \u52d5\u4f5c\u78ba\u8a8d<\/h2>\r\n
        \u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u53ce\u96c6\u30d7\u30ed\u30b0\u30e9\u30e0\uff08sensor-collect.py\uff09\u306f\u3001\u30bb\u30f3\u30b5\u30fc\u756a\u53f7\u3092\u5f15\u6570\u306b\u3057\u3066\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n\t\t\t
        \r\n\r\npython3 sensor-collect-DB.py 1111\r\n\r\n\t\t\t<\/pre>\r\n\r\n\r\n\r\n\r\n
        \u7d71\u8a08\u30c7\u30fc\u30bf\u4f5c\u6210\u30d7\u30ed\u30b0\u30e9\u30e0\uff08sensor-extract.py\uff09\u306f\u3001\u30bb\u30f3\u30b5\u30fc\u756a\u53f7\u3068\u4efb\u610f\u306e\u30bb\u30f3\u30b5\u30fc\u540d\u3092\u5f15\u6570\u306b\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n\t\t\t
        \r\n\r\npython3 sensor-extract-DB.py 1111 sensor1\r\n\r\n\t\t\t<\/pre>\r\n\r\n\r\n\r\n
        \u203b\uff13\u6a5f\u306e\u5de5\u4f5c\u6a5f\u68b0\u306b\u53d6\u308a\u4ed8\u3051\u305f\u30bb\u30f3\u30b5\u30fc\u306e\u756a\u53f7\u3092\u300c1111\u300d\uff5e\u300c3333\u300d\u3001\u30bb\u30f3\u30b5\u30fc\u540d\u3092\u300csensor1\u300d\uff5e\u300csensor3\u300d\u3068\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        SQL \u6587\u304b\u3089\uff11\u5206\u3054\u3068\u306b\u7d71\u8a08\u60c5\u5831\u306e\u8a08\u7b97\u3092\u884c\u3063\u3066\u3044\u308b\u306e\u304c\u5206\u304b\u308a\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        <\/p>\r\n\r\n\r\n\r\n
        netPI \u30bb\u30c3\u30c8\u30a2\u30c3\u30d7<\/h2>\r\n
        \u958b\u767a\u6a5f\u3067\u306f GPIO \u30d4\u30f3\u7d4c\u7531\u3067\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3057\u305f\u304c\u3001netPI \u3067\u306f\u91d1\u5c5e\u30cf\u30a6\u30b8\u30f3\u30b0\u3092\u958b\u3051\u305a\u306b\u30b9\u30e9\u30a4\u30c9\u30a4\u30f3\u3067\u88c5\u7740\u3067\u304d\u308b\u62e1\u5f35\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u4ecb\u3057\u3066\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u307f\u307e\u3059\u3002\uff08I2C \u901a\u4fe1\u7528\u306b\u306f\u3001\u300cI2C\/SPI\u7528\u62e1\u5f35\u30e2\u30b8\u30e5\u30fc\u30eb\u300d\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\uff09<\/p>\r\n\r\n\r\n\r\n
        \u3010\u30bb\u30f3\u30b5\u30fc\u3068 netPI \uff0b I2C \u62e1\u5f35\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u63a5\u7d9a\u3011<\/p>\r\n
        \u30bb\u30f3\u30b5\u30fc\u3068 I2C\/SPI \u7528\u62e1\u5f35\u30e2\u30b8\u30e5\u30fc\u30eb\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/p>\r\n
        \r\n\u30fbI2C \u62e1\u5f35\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\uff12\u756a\u30d4\u30f3 \u2192 \u30bb\u30f3\u30b5\u30fc\u306e GND
        \r\n\u30fbI2C \u62e1\u5f35\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\uff13\u756a\u30d4\u30f3 \u2192 \u30bb\u30f3\u30b5\u30fc\u306e SDA
        \r\n\u30fbI2C \u62e1\u5f35\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\uff14\u756a\u30d4\u30f3 \u2192 \u30bb\u30f3\u30b5\u30fc\u306e SCL
        \r\n\u30fbI2C \u62e1\u5f35\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\uff15\u756a\u30d4\u30f3 \u2192 \u30bb\u30f3\u30b5\u30fc\u306e 3.3V<\/p>\r\n\r\n\r\n\r\n
        \u203b\u5b9f\u969b\u306b\u306f\u5353\u4e0a\u6247\u98a8\u6a5f\u3092\u632f\u52d5\u3059\u308b\u5de5\u4f5c\u6a5f\u68b0\u306b\u898b\u7acb\u3066\u3066\u30bb\u30f3\u30b5\u30fc\u3092\u53d6\u308a\u4ed8\u3051\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n
        <\/p>\r\n\r\n\r\n\r\n
        \u958b\u767a\u6a5f\u3067\u4f5c\u6210\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u30b3\u30f3\u30c6\u30ca\u3054\u3068\u30a4\u30e1\u30fc\u30b8\u30d5\u30a1\u30a4\u30eb\u306b\u3057\u3066 netPI \u306b\u5c55\u958b\u3059\u308b<\/h2>\r\n
        \u958b\u767a\u6a5f\u304b\u3089 netPI \u3078\u30d7\u30ed\u30b0\u30e9\u30e0\u3092\u79fb\u884c<\/span>\u3059\u308b\u65b9\u6cd5\u306f\u5e7e\u3064\u304b\u3042\u308a\u307e\u3059\u304c\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u306e\u5727\u7e2e\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u308a<\/span>\u3001netPI \u306e\u7ba1\u7406\u753b\u9762\u304b\u3089\u30a4\u30f3\u30dd\u30fc\u30c8\u3059\u308b\u65b9\u6cd5\u304c\u4fbf\u5229\u3067\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        \u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u306b\u3066\u30b3\u30f3\u30c6\u30ca\u60c5\u5831\u3092\u30b3\u30df\u30c3\u30c8\u3057\u3001save \u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        \r\n\t
        \r\n\t\t
        \r\n\t\tCODE<\/summary>\r\n\t\t\t
        \r\n\r\n# \u30b3\u30f3\u30c6\u30ca\u60c5\u5831\u306e\u30b3\u30df\u30c3\u30c8\uff08 \u5f15\u6570\u306f\u3001\u3000\u30b3\u30f3\u30c6\u30ca\u540d\u3000Docker\u30a4\u30e1\u30fc\u30b8\u540d\uff09\r\ndocker commit f38d14df0f6a netpidemo1027\r\n\r\n# tar\u30d5\u30a1\u30a4\u30eb\u4f5c\u6210\u3000\uff08\u5f15\u6570\u306f\u3001\u3000tar\u30d5\u30a1\u30a4\u30eb\u540d\u3000Docker\u30a4\u30e1\u30fc\u30b8\u540d\uff09\r\ndocker save -o netpidemo.tar netpidemo1027\r\n\t\t\t<\/pre>\r\n\t\t<\/details>\r\n\t<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n
        \u53d6\u5f97\u3057\u305f tar \u30d5\u30a1\u30a4\u30eb\u3092 netPI \u7ba1\u7406\u753b\u9762\u304b\u3089\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        <\/p>\r\n\r\n\r\n\r\n
        \u3053\u308c\u3067 netPI \u3067\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3057\u3066\u3001\u5206\u6790\u30b5\u30fc\u30d0\u3078\u30c7\u30fc\u30bf\u3092\u9001\u308b\u74b0\u5883\u304c\u6574\u3044\u307e\u3057\u305f\u3002<\/p>\r\n\r\n\r\n\r\n
        <\/a>\uff13\uff0e\u5206\u6790\u5074\u30b7\u30b9\u30c6\u30e0\u74b0\u5883<\/h2>\r\n
        netPI \u5074\u304b\u3089\u8ee2\u9001\u3055\u308c\u305f\uff11\u5206\u3054\u3068\u306e\u5206\u6790\u5024\uff08\u5e73\u5747\u3001\u6700\u5927\u3001\u6700\u5c0f\uff09\u3092\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u8868\u793a\u3057\u3001\u30d6\u30e9\u30a6\u30b6\u304b\u3089\u30e2\u30cb\u30bf\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        \u4eca\u56de\u5b9f\u88c5\u3057\u305f\u5206\u6790\u30b5\u30fc\u30d0\u30fc\u5074\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u69cb\u6210\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        <\/p>\r\n\r\n\r\n\r\n
        \u3010\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u30d7\u30ed\u30b0\u30e9\u30e0\u306e\u958b\u767a\u3011<\/p>\r\n
        \u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u8868\u793a\u306b\u306f JavaScript \u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3042\u308b\u300cReact\u300d\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u307e\u305f\u3001Web \u30a2\u30d7\u30ea\u7528\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u3057\u3066 FastAPI \u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\u3053\u3061\u3089\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u8a00\u8a9e\u306f Python \u3067\u3059\u3002<\/p>\r\n\r\n\r\n\r\n
        DB \u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306b\u3064\u3044\u3066\u3001Web \u30b7\u30b9\u30c6\u30e0\u306e\u5834\u5408\u3001\u30af\u30e9\u30b5\u30d0\u578b\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u9055\u3063\u3066 DB \u3078\u306e\u63a5\u7d9a\u304c\uff11\u3064\u306e API \u306b\u96c6\u7d04\u3055\u308c\u3066 DB \u5074\u304c\u63a5\u7d9a\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u6570\u3092\u6355\u6349\u3067\u304d\u306a\u3044\u3053\u3068\u304b\u3089\u3001\u540c\u6642\u63a5\u7d9a\u6570\u30d9\u30fc\u30b9\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u4f7f\u7528\u3067\u304d\u307e\u305b\u3093\u3002\u3088\u3063\u3066\u3001\u30d5\u30a1\u30a4\u30eb\u5bb9\u91cf\u30d9\u30fc\u30b9\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u3067\u3042\u308b\u300cZen Cloud SV\u300d\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002\uff08\u300cCloud SV\u300d\u3068\u3044\u3046\u30cd\u30fc\u30df\u30f3\u30b0\u3067\u3059\u304c\u3001\u4f7f\u7528\u5834\u6240\u306e\u5236\u9650\u306f\u306a\u304f\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u3067\u3082\u4f7f\u7528\u53ef\u80fd\u3067\u3059\uff09<\/p>\r\n\r\n\r\n
        Main.py \u306e\u4f5c\u6210<\/h2>\r\n
        \u30b5\u30fc\u30d0\u30fc\u5074\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u69cb\u6210\u3067\u3059\u3002<\/p>\r\n\r\n