48_深入聚合数据分析_cardinality去重以及统计每月销售电视品牌数量

48_深入聚合数据分析_cardinality去重以及统计每月销售电视品牌数量

es，去重，cartinality metric，对每个bucket中的指定的field进行去重，取去重后的count，类似于count(distcint)

对每个月份的销售电视---进行品牌除虫

GET /tvs/sales/_search
{
  "size" : 0,
  "aggs" : {
      "months" : {
        "date_histogram": {
          "field": "sold_date",
          "interval": "month"
        },
        "aggs": {
          "distinct_colors" : {
              "cardinality" : {
                "field" : "brand"
              }
          }
        }
      }
  }
}

分析搜素结果

{
"took": 70,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"failed": 0
},
"hits": {
"total": 8,
"max_score": 0,
"hits": []
},
"aggregations": {
"group_by_sold_date": {
"buckets": [
{
"key_as_string": "2016-05-01T00:00:00.000Z",
"key": 1462060800000,
"doc_count": 1,
"distinct_brand_cnt": {
"value": 1
}
},
{
"key_as_string": "2016-06-01T00:00:00.000Z",
"key": 1464739200000,
"doc_count": 0,
"distinct_brand_cnt": {
"value": 0
}
},
{
"key_as_string": "2016-07-01T00:00:00.000Z",
"key": 1467331200000,
"doc_count": 1,
"distinct_brand_cnt": {
"value": 1
}
},
{
"key_as_string": "2016-08-01T00:00:00.000Z",
"key": 1470009600000,
"doc_count": 1,
"distinct_brand_cnt": {
"value": 1
}
},
{
"key_as_string": "2016-09-01T00:00:00.000Z",
"key": 1472688000000,
"doc_count": 0,
"distinct_brand_cnt": {
"value": 0
}
},
{
"key_as_string": "2016-10-01T00:00:00.000Z",
"key": 1475280000000,
"doc_count": 1,
"distinct_brand_cnt": {
"value": 1
}
},
{
"key_as_string": "2016-11-01T00:00:00.000Z",
"key": 1477958400000,
"doc_count": 2,
"distinct_brand_cnt": {
"value": 1
}
},
{
"key_as_string": "2016-12-01T00:00:00.000Z",
"key": 1480550400000,
"doc_count": 0,
"distinct_brand_cnt": {
"value": 0
}
},
{
"key_as_string": "2017-01-01T00:00:00.000Z",
"key": 1483228800000,
"doc_count": 1,
"distinct_brand_cnt": {
"value": 1
}
},
{
"key_as_string": "2017-02-01T00:00:00.000Z",
"key": 1485907200000,
"doc_count": 1,
"distinct_brand_cnt": {
"value": 1
}
}
]
}
}
}