elasticsearch相关聚合查询示例
索引（index）：logstash-nginx-*，type:nginx_access
请求路径：
1、按照某个字段进行分组统计访问量
{
"query": {
"bool":{
"must_not":[{
"term":{
"userId.keyword":"-1"
}
}]
}
},
"from": 0,
"size": 0,
"sort": [],
"aggs": {
"count_person": {
"terms": {
"field": "userId.keyword",
"order":{
"readRow":"desc"
},
"size":5
},
"aggs":{
"readRow":{
"sum":{
"field":"queryCount"
}
}
}
}
}
}
返回结果：
{
"took": 5,
"timed_out": false,
"_shards": {
"total": 90,
"successful": 85,
"failed": 0
},
"hits": {
"total": 665385,
"max_score": 0,
"hits": []
},
"aggregations": {
"count_person": {
"doc_count_error_upper_bound": -1,
"sum_other_doc_count": 63282,
"buckets": [
{
"key": "1804",
"doc_count": 40360,
"readRow": {
"value": 3679990
}
},
{
"key": "2089",
"doc_count": 758,
"readRow": {
"value": 1001372
}
},
{
"key": "1999",
"doc_count": 474076,
"readRow": {
"value": 469321
}
},
{
"key": "1758",
"doc_count": 2843,
"readRow": {
"value": 267010
}
},
{
"key": "2125",
"doc_count": 352,
"readRow": {
"value": 203845
}
},
{
"key": "1807",
"doc_count": 17897,
"readRow": {
"value": 109166
}
},
{
"key": "2109",
"doc_count": 931,
"readRow": {
"value": 93100
}
},
{
"key": "1544",
"doc_count": 50550,
"readRow": {
"value": 74456
}
},
{
"key": "2090",
"doc_count": 11997,
"readRow": {
"value": 52649
}
},
{
"key": "1862",
"doc_count": 2307,
"readRow": {
"value": 44913
}
}
]
}
}
}
2、统计某个时间点的访问量
{
"query": {
"bool": {
"must_not": [{
"term": {
"userId.keyword": "-1"
}
}],
"must": [{
"term": {
"http_time": "2018-04-01"
}
}]
}
},
"from": 0,
"size": 0,
"sort": [],
"aggs": {
"readRow": {
"sum": {
"field": "queryCount"
}
}
}
}
返回结果：
{
"took": 3,
"timed_out": false,
"_shards": {
"total": 90,
"successful": 85,
"failed": 0
},
"hits": {
"total": 410,
"max_score": 0,
"hits": []
},
"aggregations": {
"readRow": {
"value": 418
}
}
}
3、统计某个时间段的访问量
{
"query": {
"bool": {
"must_not": [{
"term": {
"userId.keyword": "-1"
}
}],
"must": [{
"range": {
"http_time":{
"gte":"2018-01-01",
"lte":"2018-12-31"
}
}
}]
}
},
"from": 0,
"size": 0,
"sort": [],
"aggs": {
"readRow": {
"sum": {
"field": "queryCount"
}
}
}
}
返回结果：
{
"took": 74,
"timed_out": false,
"_shards": {
"total": 90,
"successful": 85,
"failed": 0
},
"hits": {
"total": 664925,
"max_score": 0,
"hits": []
},
"aggregations": {
"readRow": {
"value": 6178094
}
}
}
4、按照年统计访问量（可用的时间间隔表达式：year, quarter, month, week, day, hour, minute, second（年份、季度、月、周、日、小时、分钟、秒）。）
{
"query": {
"bool": {
"must_not": [{
"term": {
"userId.keyword": "-1"
}
}]
}
},
"from": 0,
"size": 0,
"sort": [],
"aggs": {
"group_by_http_time": {
"date_histogram":{
"field":"http_time",
"interval":"year",
"format":"yyyy-MM-dd"
},
"aggs":{
"readRow":{
"sum":{
"field":"queryCount"
}
}
}
}
}
}
返回结果：
{
"took": 24,
"timed_out": false,
"_shards": {
"total": 90,
"successful": 85,
"failed": 0
},
"hits": {
"total": 665385,
"max_score": 0,
"hits": []
},
"aggregations": {
"group_by_http_time": {
"buckets": [
{
"key_as_string": "2018-01-01",
"key": 1514764800000,
"doc_count": 664925,
"readRow": {
"value": 6178094
}
},
{
"key_as_string": "2019-01-01",
"key": 1546300800000,
"doc_count": 428,
"readRow": {
"value": 533
}
}
]
}
}
}
5、按月统计访问量
{
"query": {
"bool": {
"must_not": [{
"term": {
"userId.keyword": "-1"
}
}]
}
},
"from": 0,
"size": 0,
"sort": [],
"aggs": {
"group_by_http_time": {
"date_histogram":{//日期分析函数
"field":"http_time",
"interval":"month",
"format":"yyyy-MM-dd"
},
"aggs":{
"readRow":{
"sum":{
"field":"queryCount"
}
}
}
}
}
}
返回结果：
{
"took": 46,
"timed_out": false,
"_shards": {
"total": 90,
"successful": 85,
"failed": 0
},
"hits": {
"total": 665385,
"max_score": 0,
"hits": []
},
"aggregations": {
"group_by_http_time": {
"buckets": [
{
"key_as_string": "2018-01-01",
"key": 1514764800000,
"doc_count": 9617,
"readRow": {
"value": 27029
}
},
{
"key_as_string": "2018-02-01",
"key": 1517443200000,
"doc_count": 16851,
"readRow": {
"value": 99285
}
},
{
"key_as_string": "2018-03-01",
"key": 1519862400000,
"doc_count": 28362,
"readRow": {
"value": 52179
}
},
{
"key_as_string": "2018-04-01",
"key": 1522540800000,
"doc_count": 21202,
"readRow": {
"value": 258636
}
},
{
"key_as_string": "2018-05-01",
"key": 1525132800000,
"doc_count": 22585,
"readRow": {
"value": 1373383
}
},
{
"key_as_string": "2018-06-01",
"key": 1527811200000,
"doc_count": 531967,
"readRow": {
"value": 3305980
}
},
{
"key_as_string": "2018-07-01",
"key": 1530403200000,
"doc_count": 3287,
"readRow": {
"value": 1015279
}
},
{
"key_as_string": "2018-08-01",
"key": 1533081600000,
"doc_count": 13485,
"readRow": {
"value": 22379
}
},
{
"key_as_string": "2018-09-01",
"key": 1535760000000,
"doc_count": 6121,
"readRow": {
"value": 11770
}
},
{
"key_as_string": "2018-10-01",
"key": 1538352000000,
"doc_count": 4548,
"readRow": {
"value": 5129
}
},
{
"key_as_string": "2018-11-01",
"key": 1541030400000,
"doc_count": 6492,
"readRow": {
"value": 4290
}
},
{
"key_as_string": "2018-12-01",
"key": 1543622400000,
"doc_count": 408,
"readRow": {
"value": 2755
}
},
{
"key_as_string": "2019-01-01",
"key": 1546300800000,
"doc_count": 371,
"readRow": {
"value": 372
}
},
{
"key_as_string": "2019-02-01",
"key": 1548979200000,
"doc_count": 0,
"readRow": {
"value": 0
}
},
{
"key_as_string": "2019-03-01",
"key": 1551398400000,
"doc_count": 0,
"readRow": {
"value": 0
}
},
{
"key_as_string": "2019-04-01",
"key": 1554076800000,
"doc_count": 0,
"readRow": {
"value": 0
}
},
{
"key_as_string": "2019-05-01",
"key": 1556668800000,
"doc_count": 57,
"readRow": {
"value": 161
}
}
]
}
}
}
6、按天统计访问量
{
"query": {
"bool": {
"must_not": [{
"term": {
"userId.keyword": "-1"
}
}]
}
},
"from": 0,
"size": 0,
"sort": [],
"aggs": {
"group_by_http_time": {
"date_histogram":{
"field":"http_time",
"interval":"day",
"format":"yyyy-MM-dd",
"order":{
"readRow":"desc"
}
},
"aggs":{
"readRow":{
"sum":{
"field":"queryCount"
}
}
}
}
}
}
返回结果：
{
"took": 45,
"timed_out": false,
"_shards": {
"total": 90,
"successful": 85,
"failed": 0
},
"hits": {
"total": 665385,
"max_score": 0,
"hits": []
},
"aggregations": {
"group_by_http_time": {
"buckets": [
{
"key_as_string": "2018-06-06",
"key": 1528243200000,
"doc_count": 499063,
"readRow": {
"value": 1987113
}
},
{
"key_as_string": "2018-05-31",
"key": 1527724800000,
"doc_count": 19643,
"readRow": {
"value": 1340058
}
},
{
"key_as_string": "2018-06-05",
"key": 1528156800000,
"doc_count": 14828,
"readRow": {
"value": 1167418
}
},
{
"key_as_string": "2018-07-04",
"key": 1530662400000,
"doc_count": 207,
"readRow": {
"value": 1000443
}
},
{
"key_as_string": "2018-04-05",
"key": 1522886400000,
"doc_count": 3706,
"readRow": {
"value": 208128
}
},
{
"key_as_string": "2018-06-01",
"key": 1527811200000,
"doc_count": 14430,
"readRow": {
"value": 141136
}
},
{
"key_as_string": "2018-02-07",
"key": 1517961600000,
"doc_count": 355,
"readRow": {
"value": 32361
}
},
{
"key_as_string": "2018-02-24",
"key": 1519430400000,
"doc_count": 4539,
"readRow": {
"value": 26172
}
},
{
"key_as_string": "2018-04-26",
"key": 1524700800000,
"doc_count": 878,
"readRow": {
"value": 13526
}
},
{
"key_as_string": "2018-04-24",
"key": 1524528000000,
"doc_count": 2103,
"readRow": {
"value": 11384
}
},
{
"key_as_string": "2018-03-27",
"key": 1522108800000,
"doc_count": 7904,
"readRow": {
"value": 10953
}
},
{
"key_as_string": "2018-05-17",
"key": 1526515200000,
"doc_count": 738,
"readRow": {
"value": 10581
}
},
{
"key_as_string": "2018-05-18",
"key": 1526601600000,
"doc_count": 450,
"readRow": {
"value": 8736
}
},
{
"key_as_string": "2018-02-23",
"key": 1519344000000,
"doc_count": 1508,
"readRow": {
"value": 8351
}
},
{
"key_as_string": "2018-02-06",
"key": 1517875200000,
"doc_count": 170,
"readRow": {
"value": 6612
}
},
{
"key_as_string": "2018-02-27",
"key": 1519689600000,
"doc_count": 1338,
"readRow": {
"value": 6548
}
},
{
"key_as_string": "2018-02-05",
"key": 1517788800000,
"doc_count": 777,
"readRow": {
"value": 6503
}
},
{
"key_as_string": "2018-04-25",
"key": 1524614400000,
"doc_count": 343,
"readRow": {
"value": 6186
}
},
{
"key_as_string": "2018-03-14",
"key": 1520985600000,
"doc_count": 2307,
"readRow": {
"value": 6008
}
},
{
"key_as_string": "2018-07-27",
"key": 1532649600000,
"doc_count": 667,
"readRow": {
"value": 5853
}
},
{
"key_as_string": "2018-01-31",
"key": 1517356800000,
"doc_count": 1876,
"readRow": {
"value": 5720
}
},
{
"key_as_string": "2018-04-10",
"key": 1523318400000,
"doc_count": 4272,
"readRow": {
"value": 5227
}
},
{
"key_as_string": "2018-05-16",
"key": 1526428800000,
"doc_count": 659,
"readRow": {
"value": 4788
}
},
{
"key_as_string": "2018-03-01",
"key": 1519862400000,
"doc_count": 1640,
"readRow": {
"value": 4273
}
},
{
"key_as_string": "2018-03-23",
"key": 1521763200000,
"doc_count": 250,
"readRow": {
"value": 4198
}
},
{
"key_as_string": "2018-02-28",
"key": 1519776000000,
"doc_count": 4994,
"readRow": {
"value": 3658
}
},
{
"key_as_string": "2018-01-30",
"key": 1517270400000,
"doc_count": 2284,
"readRow": {
"value": 3472
}
},
{
"key_as_string": "2018-02-01",
"key": 1517443200000,
"doc_count": 2366,
"readRow": {
"value": 3354
}
},
{
"key_as_string": "2018-03-05",
"key": 1520208000000,
"doc_count": 1916,
"readRow": {
"value": 3282
}
},
{
"key_as_string": "2018-03-06",
"key": 1520294400000,
"doc_count": 1285,
"readRow": {
"value": 3162
}
},
{
"key_as_string": "2018-03-30",
"key": 1522368000000,
"doc_count": 1570,
"readRow": {
"value": 3018
}
},
{
"key_as_string": "2018-07-26",
"key": 1532563200000,
"doc_count": 309,
"readRow": {
"value": 2915
}
},
{
"key_as_string": "2018-09-05",
"key": 1536105600000,
"doc_count": 46,
"readRow": {
"value": 2824
}
},
{
"key_as_string": "2018-08-13",
"key": 1534118400000,
"doc_count": 2226,
"readRow": {
"value": 2730
}
},
{
"key_as_string": "2018-02-11",
"key": 1518307200000,
"doc_count": 290,
"readRow": {
"value": 2629
}
},
{
"key_as_string": "2018-01-12",
"key": 1515715200000,
"doc_count": 907,
"readRow": {
"value": 2571
}
},
{
"key_as_string": "2018-08-10",
"key": 1533859200000,
"doc_count": 2870,
"readRow": {
"value": 2545
}
},
{
"key_as_string": "2018-03-02",
"key": 1519948800000,
"doc_count": 1222,
"readRow": {
"value": 2502
}
},
{
"key_as_string": "2018-08-30",
"key": 1535587200000,
"doc_count": 2423,
"readRow": {
"value": 2497
}
},
{
"key_as_string": "2018-08-11",
"key": 1533945600000,
"doc_count": 1524,
"readRow": {
"value": 2448
}
},
{
"key_as_string": "2018-08-09",
"key": 1533772800000,
"doc_count": 202,
"readRow": {
"value": 2394
}
},
{
"key_as_string": "2018-08-15",
"key": 1534291200000,
"doc_count": 580,
"readRow": {
"value": 2338
}
},
{
"key_as_string": "2018-06-13",
"key": 1528848000000,
"doc_count": 1171,
"readRow": {
"value": 2295
}
},
{
"key_as_string": "2018-03-28",
"key": 1522195200000,
"doc_count": 399,
"readRow": {
"value": 2287
}
},
{
"key_as_string": "2018-01-15",
"key": 1515974400000,
"doc_count": 174,
"readRow": {
"value": 2266
}
},
{
"key_as_string": "2018-03-15",
"key": 1521072000000,
"doc_count": 2454,
"readRow": {
"value": 2256
}
},
{
"key_as_string": "2018-04-23",
"key": 1524441600000,
"doc_count": 781,
"readRow": {
"value": 2239
}
},
{
"key_as_string": "2018-03-26",
"key": 1522022400000,
"doc_count": 919,
"readRow": {
"value": 2133
}
},
{
"key_as_string": "2018-01-26",
"key": 1516924800000,
"doc_count": 501,
"readRow": {
"value": 2038
}
},
{
"key_as_string": "2018-04-09",
"key": 1523232000000,
"doc_count": 1151,
"readRow": {
"value": 1993
}
},
{
"key_as_string": "2018-01-11",
"key": 1515628800000,
"doc_count": 742,
"readRow": {
"value": 1969
}
},
{
"key_as_string": "2018-01-22",
"key": 1516579200000,
"doc_count": 476,
"readRow": {
"value": 1963
}
},
{
"key_as_string": "2018-08-28",
"key": 1535414400000,
"doc_count": 1500,
"readRow": {
"value": 1945
}
},
{
"key_as_string": "2018-01-10",
"key": 1515542400000,
"doc_count": 159,
"readRow": {
"value": 1836
}
},
{
"key_as_string": "2018-03-22",
"key": 1521676800000,
"doc_count": 1015,
"readRow": {
"value": 1829
}
},
{
"key_as_string": "2018-06-14",
"key": 1528934400000,
"doc_count": 617,
"readRow": {
"value": 1825
}
},
{
"key_as_string": "2018-04-12",
"key": 1523491200000,
"doc_count": 1834,
"readRow": {
"value": 1821
}
},
{
"key_as_string": "2018-04-11",
"key": 1523404800000,
"doc_count": 2027,
"readRow": {
"value": 1783
}
},
{
"key_as_string": "2018-01-23",
"key": 1516665600000,
"doc_count": 374,
"readRow": {
"value": 1668
}
},
{
"key_as_string": "2018-07-30",
"key": 1532908800000,
"doc_count": 195,
"readRow": {
"value": 1606
}
},
{
"key_as_string": "2018-02-22",
"key": 1519257600000,
"doc_count": 373,
"readRow": {
"value": 1515
}
},
{
"key_as_string": "2018-05-29",
"key": 1527552000000,
"doc_count": 87,
"readRow": {
"value": 1511
}
},
{
"key_as_string": "2018-07-25",
"key": 1532476800000,
"doc_count": 349,
"readRow": {
"value": 1507
}
},
{
"key_as_string": "2018-05-24",
"key": 1527120000000,
"doc_count": 110,
"readRow": {
"value": 1488
}
},
{
"key_as_string": "2018-06-26",
"key": 1529971200000,
"doc_count": 334,
"readRow": {
"value": 1424
}
},
{
"key_as_string": "2018-11-12",
"key": 1541980800000,
"doc_count": 1687,
"readRow": {
"value": 1417
}
},
{
"key_as_string": "2018-09-29",
"key": 1538179200000,
"doc_count": 596,
"readRow": {
"value": 1410
}
},
{
"key_as_string": "2018-05-21",
"key": 1526860800000,
"doc_count": 72,
"readRow": {
"value": 1404
}
},
{
"key_as_string": "2018-08-27",
"key": 1535328000000,
"doc_count": 1254,
"readRow": {
"value": 1379
}
},
{
"key_as_string": "2018-03-07",
"key": 1520380800000,
"doc_count": 189,
"readRow": {
"value": 1361
}
},
{
"key_as_string": "2018-09-06",
"key": 1536192000000,
"doc_count": 1257,
"readRow": {
"value": 1261
}
},
{
"key_as_string": "2018-09-12",
"key": 1536710400000,
"doc_count": 963,
"readRow": {
"value": 1249
}
},
{
"key_as_string": "2018-03-13",
"key": 1520899200000,
"doc_count": 798,
"readRow": {
"value": 1244
}
},
{
"key_as_string": "2018-08-08",
"key": 1533686400000,
"doc_count": 82,
"readRow": {
"value": 1236
}
},
{
"key_as_string": "2018-05-22",
"key": 1526947200000,
"doc_count": 60,
"readRow": {
"value": 1161
}
},
{
"key_as_string": "2018-09-28",
"key": 1538092800000,
"doc_count": 180,
"readRow": {
"value": 1040
}
},
{
"key_as_string": "2018-06-12",
"key": 1528761600000,
"doc_count": 702,
"readRow": {
"value": 1018
}
},
{
"key_as_string": "2018-05-02",
"key": 1525219200000,
"doc_count": 57,
"readRow": {
"value": 1016
}
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"key": 1558483200000,
"doc_count": 0,
"readRow": {
"value": 0
}
},
{
"key_as_string": "2019-05-23",
"key": 1558569600000,
"doc_count": 0,
"readRow": {
"value": 0
}
},
{
"key_as_string": "2018-01-07",
"key": 1515283200000,
"doc_count": 0,
"readRow": {
"value": 0
}
},
{
"key_as_string": "2019-05-25",
"key": 1558742400000,
"doc_count": 0,
"readRow": {
"value": 0
}
},
{
"key_as_string": "2019-01-05",
"key": 1546646400000,
"doc_count": 0,
"readRow": {
"value": 0
}
},
{
"key_as_string": "2018-01-06",
"key": 1515196800000,
"doc_count": 0,
"readRow": {
"value": 0
}
},
{
"key_as_string": "2018-01-04",
"key": 1515024000000,
"doc_count": 0,
"readRow": {
"value": 0
}
},
{
"key_as_string": "2018-09-16",
"key": 1537056000000,
"doc_count": 0,
"readRow": {
"value": 0
}
},
{
"key_as_string": "2019-05-30",
"key": 1559174400000,
"doc_count": 1,
"readRow": {
"value": 0
}
},
{
"key_as_string": "2018-09-17",
"key": 1537142400000,
"doc_count": 2,
"readRow": {
"value": 0
}
}
]
}
}
}
7、按小时统计访问量（此处也可以根据小时分组，1.5h则用分钟来表示（90m） ）
{
"query": {
"bool": {
"must_not": [{
"term": {
"userId.keyword": "-1"
}
}]
}
},
"from": 0,
"size": 0,
"sort": [],
"aggs": {
"group_by_http_time": {
"date_histogram":{
"field":"http_time",
"interval":"hour",
"format":"yyyy-MM-dd HH:mm:ss",
"order":{
"readRow":"desc"
}
},
"aggs":{
"readRow":{
"sum":{
"field":"queryCount"
}
}
}
}
}
}
返回略
8、统计某个索引中有多少数据
{
"size": 0
}
返回结果：
{
"took": 3,
"timed_out": false,
"_shards": {
"total": 90,
"successful": 85,
"failed": 0
},
"hits": {
"total": 844389,
"max_score": 0,
"hits": []
}
}
9、计算哪个用户访问量最大
{
"query": {
"bool": {
"must_not": [{
"term": {
"userId.keyword": "-1"
}
}]
}
},
"from": 0,
"size": 0,
"aggs": {
"group_by_userId": {
"terms":{
"field":"userId.keyword",
"size":1,
"order":{
"readRow":"desc"
}
},
"aggs":{
"readRow":{
"sum":{
"field":"queryCount"
}
}
}
}
}
}
返回结果：
{
"took": 4,
"timed_out": false,
"_shards": {
"total": 90,
"successful": 85,
"failed": 0
},
"hits": {
"total": 665385,
"max_score": 0,
"hits": []
},
"aggregations": {
"group_by_userId": {
"doc_count_error_upper_bound": -1,
"sum_other_doc_count": 624993,
"buckets": [
{
"key": "1804",
"doc_count": 40360,
"readRow": {
"value": 3679990
}
}
]
}
}
}
10、计算哪个时间访问量最大
{
"query": {
"bool": {
"must_not": [{
"term": {
"userId.keyword": "-1"
}
}]
}
},
"from": 0,
"size": 0,
"aggs": {
"group_by_http_time": {
"terms":{
"field":"http_time",
"size":1,
"order":{
"readRow":"desc"
}
},
"aggs":{
"readRow":{
"sum":{
"field":"queryCount"
}
}
}
}
}
}
返回结果：
{
"took": 128,
"timed_out": false,
"_shards": {
"total": 90,
"successful": 85,
"failed": 0
},
"hits": {
"total": 665385,
"max_score": 0,
"hits": []
},
"aggregations": {
"group_by_http_time": {
"doc_count_error_upper_bound": -1,
"sum_other_doc_count": 665352,
"buckets": [
{
"key": 1530673309000,
"key_as_string": "2018-07-04T03:01:49.000Z",
"doc_count": 1,
"readRow": {
"value": 1000000
}
}
]
}
}
}
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