我应该使用InfluxDB还是Elasticsearch或其他来存储网站的鼠标跟踪数据?

问题描述 投票:0回答:1

我正在使用一个监视系统来在浏览网站时收集用户的鼠标数据(例如运动,点击等)。该监视系统可以服务于多个站点。每个站点都有多个用户(由sessionId标识)。每个用户如下生成鼠标数据:

{
  "sessionId": "12345",
  "url": "/",
  "width": 1249,
  "height": 1074,
  "events": [
    {
      "timestamp": 2291333,
      "type": "mousemove",
      "x": 931,
      "y": 509,
      "isTrusted": true
    },
    {
      "timestamp": 2291381,
      "type": "mousemove",
      "x": 1111,
      "y": 504,
      "isTrusted": true
    },
    {
      "timestamp": 2291413,
      "type": "mousemove",
      "x": 1188,
      "y": 504,
      "isTrusted": true
    },
    {
      "timestamp": 2291445,
      "type": "mousemove",
      "x": 1214,
      "y": 502,
      "isTrusted": true
    },
    {
      "timestamp": 2291671,
      "type": "mousemove",
      "x": 1213,
      "y": 502,
      "isTrusted": true
    },
    {
      "timestamp": 2291671,
      "type": "mousemove",
      "x": 1214,
      "y": 502,
      "isTrusted": true
    },
    {
      "timestamp": 2292285,
      "type": "mousemove",
      "x": 1230,
      "y": 481,
      "isTrusted": true
    },
    {
      "timestamp": 2292589,
      "type": "mousemove",
      "x": 1203,
      "y": 339,
      "isTrusted": true
    },
    {
      "timestamp": 2292622,
      "type": "mousemove",
      "x": 1060,
      "y": 468,
      "isTrusted": true
    },
    {
      "timestamp": 2292653,
      "type": "mousemove",
      "x": 982,
      "y": 541,
      "isTrusted": true
    },
    {
      "timestamp": 2292685,
      "type": "mousemove",
      "x": 961,
      "y": 564,
      "isTrusted": true
    },
    {
      "timestamp": 2292901,
      "type": "mousemove",
      "x": 1079,
      "y": 456,
      "isTrusted": true
    },
    {
      "timestamp": 2292997,
      "type": "mousemove",
      "x": 1247,
      "y": 312,
      "isTrusted": true
    },
    {
      "timestamp": 2293205,
      "type": "mousemove",
      "x": 1247,
      "y": 314,
      "isTrusted": true
    },
    {
      "timestamp": 2293221,
      "type": "mousemove",
      "x": 1244,
      "y": 332,
      "isTrusted": true
    },
    {
      "timestamp": 2293293,
      "type": "mousemove",
      "x": 1222,
      "y": 356,
      "isTrusted": true
    },
    {
      "timestamp": 2293365,
      "type": "mousemove",
      "x": 1071,
      "y": 385,
      "isTrusted": true
    },
    {
      "timestamp": 2293381,
      "type": "mousemove",
      "x": 1016,
      "y": 404,
      "isTrusted": true
    },
    {
      "timestamp": 2293397,
      "type": "mousemove",
      "x": 971,
      "y": 420,
      "isTrusted": true
    },
    {
      "timestamp": 2293421,
      "type": "mousemove",
      "x": 937,
      "y": 434,
      "isTrusted": true
    },
    {
      "timestamp": 2293437,
      "type": "mousemove",
      "x": 926,
      "y": 437,
      "isTrusted": true
    },
    {
      "timestamp": 2293477,
      "type": "mousemove",
      "x": 905,
      "y": 443,
      "isTrusted": true
    },
    {
      "timestamp": 2293485,
      "type": "mousemove",
      "x": 904,
      "y": 443,
      "isTrusted": true
    },
    {
      "timestamp": 2293549,
      "type": "mousemove",
      "x": 899,
      "y": 446,
      "isTrusted": true
    },
    {
      "timestamp": 2293565,
      "type": "mousemove",
      "x": 889,
      "y": 451,
      "isTrusted": true
    },
    {
      "timestamp": 2293629,
      "type": "mousemove",
      "x": 836,
      "y": 489,
      "isTrusted": true
    },
    {
      "timestamp": 2293637,
      "type": "mousemove",
      "x": 831,
      "y": 493,
      "isTrusted": true
    },
    {
      "timestamp": 2293706,
      "type": "mousemove",
      "x": 759,
      "y": 555,
      "isTrusted": true
    },
    {
      "timestamp": 2293725,
      "type": "mousemove",
      "x": 732,
      "y": 603,
      "isTrusted": true
    },
    {
      "timestamp": 2293757,
      "type": "mousemove",
      "x": 692,
      "y": 691,
      "isTrusted": true
    },
    {
      "timestamp": 2293781,
      "type": "mousemove",
      "x": 666,
      "y": 748,
      "isTrusted": true
    },
    {
      "timestamp": 2293805,
      "type": "mousemove",
      "x": 649,
      "y": 794,
      "isTrusted": true
    },
    {
      "timestamp": 2293829,
      "type": "mousemove",
      "x": 645,
      "y": 813,
      "isTrusted": true
    },
    {
      "timestamp": 2294005,
      "type": "mousemove",
      "x": 714,
      "y": 777,
      "isTrusted": true
    },
    {
      "timestamp": 2294101,
      "type": "mousemove",
      "x": 963,
      "y": 562,
      "isTrusted": true
    },
    {
      "timestamp": 2294125,
      "type": "mousemove",
      "x": 1007,
      "y": 512,
      "isTrusted": true
    },
    {
      "timestamp": 2294149,
      "type": "mousemove",
      "x": 1036,
      "y": 479,
      "isTrusted": true
    },
    {
      "timestamp": 2294189,
      "type": "mousemove",
      "x": 1051,
      "y": 468,
      "isTrusted": true
    },
    {
      "timestamp": 2294213,
      "type": "mousemove",
      "x": 1057,
      "y": 458,
      "isTrusted": true
    },
    {
      "timestamp": 2294237,
      "type": "mousemove",
      "x": 1070,
      "y": 442,
      "isTrusted": true
    },
    {
      "timestamp": 2294277,
      "type": "mousemove",
      "x": 1091,
      "y": 404,
      "isTrusted": true
    },
    {
      "timestamp": 2294301,
      "type": "mousemove",
      "x": 1101,
      "y": 382,
      "isTrusted": true
    },
    {
      "timestamp": 2294366,
      "type": "mousemove",
      "x": 1094,
      "y": 375,
      "isTrusted": true
    },
    {
      "timestamp": 2294440,
      "type": "mousemove",
      "x": 872,
      "y": 370,
      "isTrusted": true
    },
    {
      "timestamp": 2294469,
      "type": "mousemove",
      "x": 662,
      "y": 407,
      "isTrusted": true
    },
    {
      "timestamp": 2294485,
      "type": "mousemove",
      "x": 560,
      "y": 421,
      "isTrusted": true
    },
    {
      "timestamp": 2294517,
      "type": "mousemove",
      "x": 374,
      "y": 447,
      "isTrusted": true
    },
    {
      "timestamp": 2294541,
      "type": "mousemove",
      "x": 297,
      "y": 461,
      "isTrusted": true
    },
    {
      "timestamp": 2294566,
      "type": "mousemove",
      "x": 244,
      "y": 473,
      "isTrusted": true
    },
    {
      "timestamp": 2294589,
      "type": "mousemove",
      "x": 216,
      "y": 480,
      "isTrusted": true
    }
  ]
}

我想将此类数据存储到数据库。当然,我还希望管理员通过暴露Web UI来通过我的系统轻松查询鼠标数据。我知道像InfluxDB这样的时间序列数据库和像Elasticsearch这样的日志解决方案都可以处理相似的数据。但是哪一个更适合我的情况呢?还是都不?

database elasticsearch time-series influxdb
1个回答
0
投票

看看ClickHouse。它旨在用于收集分析事件和高速查询原始数据。

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