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
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "query": { 3 "bool":{ 4 "must_not":[{ 5 "term":{ 6 "userId.keyword":"-1" 7 } 8 }] 9 } 10 }, 11 "from": 0, 12 "size": 0, 13 "sort": [], 14 "aggs": { 15 "count_person": { 16 "terms": { 17 "field": "userId.keyword", 18 "order":{ 19 "readRow":"desc" 20 }, 21 "size":5 22 }, 23 "aggs":{ 24 "readRow":{ 25 "sum":{ 26 "field":"queryCount" 27 } 28 } 29 } 30 } 31 } 32 }
返回结果:
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "took": 5, 3 "timed_out": false, 4 "_shards": { 5 "total": 90, 6 "successful": 85, 7 "failed": 0 8 }, 9 "hits": { 10 "total": 665385, 11 "max_score": 0, 12 "hits": [] 13 }, 14 "aggregations": { 15 "count_person": { 16 "doc_count_error_upper_bound": -1, 17 "sum_other_doc_count": 63282, 18 "buckets": [ 19 { 20 "key": "1804", 21 "doc_count": 40360, 22 "readRow": { 23 "value": 3679990 24 } 25 }, 26 { 27 "key": "2089", 28 "doc_count": 758, 29 "readRow": { 30 "value": 1001372 31 } 32 }, 33 { 34 "key": "1999", 35 "doc_count": 474076, 36 "readRow": { 37 "value": 469321 38 } 39 }, 40 { 41 "key": "1758", 42 "doc_count": 2843, 43 "readRow": { 44 "value": 267010 45 } 46 }, 47 { 48 "key": "2125", 49 "doc_count": 352, 50 "readRow": { 51 "value": 203845 52 } 53 }, 54 { 55 "key": "1807", 56 "doc_count": 17897, 57 "readRow": { 58 "value": 109166 59 } 60 }, 61 { 62 "key": "2109", 63 "doc_count": 931, 64 "readRow": { 65 "value": 93100 66 } 67 }, 68 { 69 "key": "1544", 70 "doc_count": 50550, 71 "readRow": { 72 "value": 74456 73 } 74 }, 75 { 76 "key": "2090", 77 "doc_count": 11997, 78 "readRow": { 79 "value": 52649 80 } 81 }, 82 { 83 "key": "1862", 84 "doc_count": 2307, 85 "readRow": { 86 "value": 44913 87 } 88 } 89 ] 90 } 91 } 92 }
2、统计某个时间点的访问量
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "query": { 3 "bool": { 4 "must_not": [{ 5 "term": { 6 "userId.keyword": "-1" 7 } 8 }], 9 "must": [{ 10 "term": { 11 "http_time": "2018-04-01" 12 } 13 }] 14 } 15 }, 16 "from": 0, 17 "size": 0, 18 "sort": [], 19 "aggs": { 20 "readRow": { 21 "sum": { 22 "field": "queryCount" 23 } 24 } 25 } 26 }
返回结果:
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "took": 3, 3 "timed_out": false, 4 "_shards": { 5 "total": 90, 6 "successful": 85, 7 "failed": 0 8 }, 9 "hits": { 10 "total": 410, 11 "max_score": 0, 12 "hits": [] 13 }, 14 "aggregations": { 15 "readRow": { 16 "value": 418 17 } 18 } 19 }
3、统计某个时间段的访问量
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "query": { 3 "bool": { 4 "must_not": [{ 5 "term": { 6 "userId.keyword": "-1" 7 } 8 }], 9 "must": [{ 10 "range": { 11 "http_time":{ 12 "gte":"2018-01-01", 13 "lte":"2018-12-31" 14 } 15 } 16 }] 17 } 18 }, 19 "from": 0, 20 "size": 0, 21 "sort": [], 22 "aggs": { 23 "readRow": { 24 "sum": { 25 "field": "queryCount" 26 } 27 } 28 } 29 }
返回结果:
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "took": 74, 3 "timed_out": false, 4 "_shards": { 5 "total": 90, 6 "successful": 85, 7 "failed": 0 8 }, 9 "hits": { 10 "total": 664925, 11 "max_score": 0, 12 "hits": [] 13 }, 14 "aggregations": { 15 "readRow": { 16 "value": 6178094 17 } 18 } 19 }
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)。)
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "query": { 3 "bool": { 4 "must_not": [{ 5 "term": { 6 "userId.keyword": "-1" 7 } 8 }] 9 } 10 }, 11 "from": 0, 12 "size": 0, 13 "sort": [], 14 "aggs": { 15 "group_by_http_time": { 16 "date_histogram":{ 17 "field":"http_time", 18 "interval":"year", 19 "format":"yyyy-MM-dd" 20 }, 21 "aggs":{ 22 "readRow":{ 23 "sum":{ 24 "field":"queryCount" 25 } 26 } 27 } 28 } 29 } 30 }
返回结果:
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "took": 24, 3 "timed_out": false, 4 "_shards": { 5 "total": 90, 6 "successful": 85, 7 "failed": 0 8 }, 9 "hits": { 10 "total": 665385, 11 "max_score": 0, 12 "hits": [] 13 }, 14 "aggregations": { 15 "group_by_http_time": { 16 "buckets": [ 17 { 18 "key_as_string": "2018-01-01", 19 "key": 1514764800000, 20 "doc_count": 664925, 21 "readRow": { 22 "value": 6178094 23 } 24 }, 25 { 26 "key_as_string": "2019-01-01", 27 "key": 1546300800000, 28 "doc_count": 428, 29 "readRow": { 30 "value": 533 31 } 32 } 33 ] 34 } 35 } 36 }
5、按月统计访问量
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "query": { 3 "bool": { 4 "must_not": [{ 5 "term": { 6 "userId.keyword": "-1" 7 } 8 }] 9 } 10 }, 11 "from": 0, 12 "size": 0, 13 "sort": [], 14 "aggs": { 15 "group_by_http_time": { 16 "date_histogram":{//日期分析函数 17 "field":"http_time", 18 "interval":"month", 19 "format":"yyyy-MM-dd" 20 }, 21 "aggs":{ 22 "readRow":{ 23 "sum":{ 24 "field":"queryCount" 25 } 26 } 27 } 28 } 29 } 30 }
返回结果:
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "took": 46, 3 "timed_out": false, 4 "_shards": { 5 "total": 90, 6 "successful": 85, 7 "failed": 0 8 }, 9 "hits": { 10 "total": 665385, 11 "max_score": 0, 12 "hits": [] 13 }, 14 "aggregations": { 15 "group_by_http_time": { 16 "buckets": [ 17 { 18 "key_as_string": "2018-01-01", 19 "key": 1514764800000, 20 "doc_count": 9617, 21 "readRow": { 22 "value": 27029 23 } 24 }, 25 { 26 "key_as_string": "2018-02-01", 27 "key": 1517443200000, 28 "doc_count": 16851, 29 "readRow": { 30 "value": 99285 31 } 32 }, 33 { 34 "key_as_string": "2018-03-01", 35 "key": 1519862400000, 36 "doc_count": 28362, 37 "readRow": { 38 "value": 52179 39 } 40 }, 41 { 42 "key_as_string": "2018-04-01", 43 "key": 1522540800000, 44 "doc_count": 21202, 45 "readRow": { 46 "value": 258636 47 } 48 }, 49 { 50 "key_as_string": "2018-05-01", 51 "key": 1525132800000, 52 "doc_count": 22585, 53 "readRow": { 54 "value": 1373383 55 } 56 }, 57 { 58 "key_as_string": "2018-06-01", 59 "key": 1527811200000, 60 "doc_count": 531967, 61 "readRow": { 62 "value": 3305980 63 } 64 }, 65 { 66 "key_as_string": "2018-07-01", 67 "key": 1530403200000, 68 "doc_count": 3287, 69 "readRow": { 70 "value": 1015279 71 } 72 }, 73 { 74 "key_as_string": "2018-08-01", 75 "key": 1533081600000, 76 "doc_count": 13485, 77 "readRow": { 78 "value": 22379 79 } 80 }, 81 { 82 "key_as_string": "2018-09-01", 83 "key": 1535760000000, 84 "doc_count": 6121, 85 "readRow": { 86 "value": 11770 87 } 88 }, 89 { 90 "key_as_string": "2018-10-01", 91 "key": 1538352000000, 92 "doc_count": 4548, 93 "readRow": { 94 "value": 5129 95 } 96 }, 97 { 98 "key_as_string": "2018-11-01", 99 "key": 1541030400000, 100 "doc_count": 6492, 101 "readRow": { 102 "value": 4290 103 } 104 }, 105 { 106 "key_as_string": "2018-12-01", 107 "key": 1543622400000, 108 "doc_count": 408, 109 "readRow": { 110 "value": 2755 111 } 112 }, 113 { 114 "key_as_string": "2019-01-01", 115 "key": 1546300800000, 116 "doc_count": 371, 117 "readRow": { 118 "value": 372 119 } 120 }, 121 { 122 "key_as_string": "2019-02-01", 123 "key": 1548979200000, 124 "doc_count": 0, 125 "readRow": { 126 "value": 0 127 } 128 }, 129 { 130 "key_as_string": "2019-03-01", 131 "key": 1551398400000, 132 "doc_count": 0, 133 "readRow": { 134 "value": 0 135 } 136 }, 137 { 138 "key_as_string": "2019-04-01", 139 "key": 1554076800000, 140 "doc_count": 0, 141 "readRow": { 142 "value": 0 143 } 144 }, 145 { 146 "key_as_string": "2019-05-01", 147 "key": 1556668800000, 148 "doc_count": 57, 149 "readRow": { 150 "value": 161 151 } 152 } 153 ] 154 } 155 } 156 }
6、按天统计访问量
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "query": { 3 "bool": { 4 "must_not": [{ 5 "term": { 6 "userId.keyword": "-1" 7 } 8 }] 9 } 10 }, 11 "from": 0, 12 "size": 0, 13 "sort": [], 14 "aggs": { 15 "group_by_http_time": { 16 "date_histogram":{ 17 "field":"http_time", 18 "interval":"day", 19 "format":"yyyy-MM-dd", 20 "order":{ 21 "readRow":"desc" 22 } 23 }, 24 "aggs":{ 25 "readRow":{ 26 "sum":{ 27 "field":"queryCount" 28 } 29 } 30 } 31 } 32 } 33 }
返回结果:
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "took": 45, 3 "timed_out": false, 4 "_shards": { 5 "total": 90, 6 "successful": 85, 7 "failed": 0 8 }, 9 "hits": { 10 "total": 665385, 11 "max_score": 0, 12 "hits": [] 13 }, 14 "aggregations": { 15 "group_by_http_time": { 16 "buckets": [ 17 { 18 "key_as_string": "2018-06-06", 19 "key": 1528243200000, 20 "doc_count": 499063, 21 "readRow": { 22 "value": 1987113 23 } 24 }, 25 { 26 "key_as_string": "2018-05-31", 27 "key": 1527724800000, 28 "doc_count": 19643, 29 "readRow": { 30 "value": 1340058 31 } 32 }, 33 { 34 "key_as_string": "2018-06-05", 35 "key": 1528156800000, 36 "doc_count": 14828, 37 "readRow": { 38 "value": 1167418 39 } 40 }, 41 { 42 "key_as_string": "2018-07-04", 43 "key": 1530662400000, 44 "doc_count": 207, 45 "readRow": { 46 "value": 1000443 47 } 48 }, 49 { 50 "key_as_string": "2018-04-05", 51 "key": 1522886400000, 52 "doc_count": 3706, 53 "readRow": { 54 "value": 208128 55 } 56 }, 57 { 58 "key_as_string": "2018-06-01", 59 "key": 1527811200000, 60 "doc_count": 14430, 61 "readRow": { 62 "value": 141136 63 } 64 }, 65 { 66 "key_as_string": "2018-02-07", 67 "key": 1517961600000, 68 "doc_count": 355, 69 "readRow": { 70 "value": 32361 71 } 72 }, 73 { 74 "key_as_string": "2018-02-24", 75 "key": 1519430400000, 76 "doc_count": 4539, 77 "readRow": { 78 "value": 26172 79 } 80 }, 81 { 82 "key_as_string": "2018-04-26", 83 "key": 1524700800000, 84 "doc_count": 878, 85 "readRow": { 86 "value": 13526 87 } 88 }, 89 { 90 "key_as_string": "2018-04-24", 91 "key": 1524528000000, 92 "doc_count": 2103, 93 "readRow": { 94 "value": 11384 95 } 96 }, 97 { 98 "key_as_string": "2018-03-27", 99 "key": 1522108800000, 100 "doc_count": 7904, 101 "readRow": { 102 "value": 10953 103 } 104 }, 105 { 106 "key_as_string": "2018-05-17", 107 "key": 1526515200000, 108 "doc_count": 738, 109 "readRow": { 110 "value": 10581 111 } 112 }, 113 { 114 "key_as_string": "2018-05-18", 115 "key": 1526601600000, 116 "doc_count": 450, 117 "readRow": { 118 "value": 8736 119 } 120 }, 121 { 122 "key_as_string": "2018-02-23", 123 "key": 1519344000000, 124 "doc_count": 1508, 125 "readRow": { 126 "value": 8351 127 } 128 }, 129 { 130 "key_as_string": "2018-02-06", 131 "key": 1517875200000, 132 "doc_count": 170, 133 "readRow": { 134 "value": 6612 135 } 136 }, 137 { 138 "key_as_string": "2018-02-27", 139 "key": 1519689600000, 140 "doc_count": 1338, 141 "readRow": { 142 "value": 6548 143 } 144 }, 145 { 146 "key_as_string": "2018-02-05", 147 "key": 1517788800000, 148 "doc_count": 777, 149 "readRow": { 150 "value": 6503 151 } 152 }, 153 { 154 "key_as_string": "2018-04-25", 155 "key": 1524614400000, 156 "doc_count": 343, 157 "readRow": { 158 "value": 6186 159 } 160 }, 161 { 162 "key_as_string": "2018-03-14", 163 "key": 1520985600000, 164 "doc_count": 2307, 165 "readRow": { 166 "value": 6008 167 } 168 }, 169 { 170 "key_as_string": "2018-07-27", 171 "key": 1532649600000, 172 "doc_count": 667, 173 "readRow": { 174 "value": 5853 175 } 176 }, 177 { 178 "key_as_string": "2018-01-31", 179 "key": 1517356800000, 180 "doc_count": 1876, 181 "readRow": { 182 "value": 5720 183 } 184 }, 185 { 186 "key_as_string": "2018-04-10", 187 "key": 1523318400000, 188 "doc_count": 4272, 189 "readRow": { 190 "value": 5227 191 } 192 }, 193 { 194 "key_as_string": "2018-05-16", 195 "key": 1526428800000, 196 "doc_count": 659, 197 "readRow": { 198 "value": 4788 199 } 200 }, 201 { 202 "key_as_string": "2018-03-01", 203 "key": 1519862400000, 204 "doc_count": 1640, 205 "readRow": { 206 "value": 4273 207 } 208 }, 209 { 210 "key_as_string": "2018-03-23", 211 "key": 1521763200000, 212 "doc_count": 250, 213 "readRow": { 214 "value": 4198 215 } 216 }, 217 { 218 "key_as_string": "2018-02-28", 219 "key": 1519776000000, 220 "doc_count": 4994, 221 "readRow": { 222 "value": 3658 223 } 224 }, 225 { 226 "key_as_string": "2018-01-30", 227 "key": 1517270400000, 228 "doc_count": 2284, 229 "readRow": { 230 "value": 3472 231 } 232 }, 233 { 234 "key_as_string": "2018-02-01", 235 "key": 1517443200000, 236 "doc_count": 2366, 237 "readRow": { 238 "value": 3354 239 } 240 }, 241 { 242 "key_as_string": "2018-03-05", 243 "key": 1520208000000, 244 "doc_count": 1916, 245 "readRow": { 246 "value": 3282 247 } 248 }, 249 { 250 "key_as_string": "2018-03-06", 251 "key": 1520294400000, 252 "doc_count": 1285, 253 "readRow": { 254 "value": 3162 255 } 256 }, 257 { 258 "key_as_string": "2018-03-30", 259 "key": 1522368000000, 260 "doc_count": 1570, 261 "readRow": { 262 "value": 3018 263 } 264 }, 265 { 266 "key_as_string": "2018-07-26", 267 "key": 1532563200000, 268 "doc_count": 309, 269 "readRow": { 270 "value": 2915 271 } 272 }, 273 { 274 "key_as_string": "2018-09-05", 275 "key": 1536105600000, 276 "doc_count": 46, 277 "readRow": { 278 "value": 2824 279 } 280 }, 281 { 282 "key_as_string": "2018-08-13", 283 "key": 1534118400000, 284 "doc_count": 2226, 285 "readRow": { 286 "value": 2730 287 } 288 }, 289 { 290 "key_as_string": "2018-02-11", 291 "key": 1518307200000, 292 "doc_count": 290, 293 "readRow": { 294 "value": 2629 295 } 296 }, 297 { 298 "key_as_string": "2018-01-12", 299 "key": 1515715200000, 300 "doc_count": 907, 301 "readRow": { 302 "value": 2571 303 } 304 }, 305 { 306 "key_as_string": "2018-08-10", 307 "key": 1533859200000, 308 "doc_count": 2870, 309 "readRow": { 310 "value": 2545 311 } 312 }, 313 { 314 "key_as_string": "2018-03-02", 315 "key": 1519948800000, 316 "doc_count": 1222, 317 "readRow": { 318 "value": 2502 319 } 320 }, 321 { 322 "key_as_string": "2018-08-30", 323 "key": 1535587200000, 324 "doc_count": 2423, 325 "readRow": { 326 "value": 2497 327 } 328 }, 329 { 330 "key_as_string": "2018-08-11", 331 "key": 1533945600000, 332 "doc_count": 1524, 333 "readRow": { 334 "value": 2448 335 } 336 }, 337 { 338 "key_as_string": "2018-08-09", 339 "key": 1533772800000, 340 "doc_count": 202, 341 "readRow": { 342 "value": 2394 343 } 344 }, 345 { 346 "key_as_string": "2018-08-15", 347 "key": 1534291200000, 348 "doc_count": 580, 349 "readRow": { 350 "value": 2338 351 } 352 }, 353 { 354 "key_as_string": "2018-06-13", 355 "key": 1528848000000, 356 "doc_count": 1171, 357 "readRow": { 358 "value": 2295 359 } 360 }, 361 { 362 "key_as_string": "2018-03-28", 363 "key": 1522195200000, 364 "doc_count": 399, 365 "readRow": { 366 "value": 2287 367 } 368 }, 369 { 370 "key_as_string": "2018-01-15", 371 "key": 1515974400000, 372 "doc_count": 174, 373 "readRow": { 374 "value": 2266 375 } 376 }, 377 { 378 "key_as_string": "2018-03-15", 379 "key": 1521072000000, 380 "doc_count": 2454, 381 "readRow": { 382 "value": 2256 383 } 384 }, 385 { 386 "key_as_string": "2018-04-23", 387 "key": 1524441600000, 388 "doc_count": 781, 389 "readRow": { 390 "value": 2239 391 } 392 }, 393 { 394 "key_as_string": "2018-03-26", 395 "key": 1522022400000, 396 "doc_count": 919, 397 "readRow": { 398 "value": 2133 399 } 400 }, 401 { 402 "key_as_string": "2018-01-26", 403 "key": 1516924800000, 404 "doc_count": 501, 405 "readRow": { 406 "value": 2038 407 } 408 }, 409 { 410 "key_as_string": "2018-04-09", 411 "key": 1523232000000, 412 "doc_count": 1151, 413 "readRow": { 414 "value": 1993 415 } 416 }, 417 { 418 "key_as_string": "2018-01-11", 419 "key": 1515628800000, 420 "doc_count": 742, 421 "readRow": { 422 "value": 1969 423 } 424 }, 425 { 426 "key_as_string": "2018-01-22", 427 "key": 1516579200000, 428 "doc_count": 476, 429 "readRow": { 430 "value": 1963 431 } 432 }, 433 { 434 "key_as_string": "2018-08-28", 435 "key": 1535414400000, 436 "doc_count": 1500, 437 "readRow": { 438 "value": 1945 439 } 440 }, 441 { 442 "key_as_string": "2018-01-10", 443 "key": 1515542400000, 444 "doc_count": 159, 445 "readRow": { 446 "value": 1836 447 } 448 }, 449 { 450 "key_as_string": "2018-03-22", 451 "key": 1521676800000, 452 "doc_count": 1015, 453 "readRow": { 454 "value": 1829 455 } 456 }, 457 { 458 "key_as_string": "2018-06-14", 459 "key": 1528934400000, 460 "doc_count": 617, 461 "readRow": { 462 "value": 1825 463 } 464 }, 465 { 466 "key_as_string": "2018-04-12", 467 "key": 1523491200000, 468 "doc_count": 1834, 469 "readRow": { 470 "value": 1821 471 } 472 }, 473 { 474 "key_as_string": "2018-04-11", 475 "key": 1523404800000, 476 "doc_count": 2027, 477 "readRow": { 478 "value": 1783 479 } 480 }, 481 { 482 "key_as_string": "2018-01-23", 483 "key": 1516665600000, 484 "doc_count": 374, 485 "readRow": { 486 "value": 1668 487 } 488 }, 489 { 490 "key_as_string": "2018-07-30", 491 "key": 1532908800000, 492 "doc_count": 195, 493 "readRow": { 494 "value": 1606 495 } 496 }, 497 { 498 "key_as_string": "2018-02-22", 499 "key": 1519257600000, 500 "doc_count": 373, 501 "readRow": { 502 "value": 1515 503 } 504 }, 505 { 506 "key_as_string": "2018-05-29", 507 "key": 1527552000000, 508 "doc_count": 87, 509 "readRow": { 510 "value": 1511 511 } 512 }, 513 { 514 "key_as_string": "2018-07-25", 515 "key": 1532476800000, 516 "doc_count": 349, 517 "readRow": { 518 "value": 1507 519 } 520 }, 521 { 522 "key_as_string": "2018-05-24", 523 "key": 1527120000000, 524 "doc_count": 110, 525 "readRow": { 526 "value": 1488 527 } 528 }, 529 { 530 "key_as_string": "2018-06-26", 531 "key": 1529971200000, 532 "doc_count": 334, 533 "readRow": { 534 "value": 1424 535 } 536 }, 537 { 538 "key_as_string": "2018-11-12", 539 "key": 1541980800000, 540 "doc_count": 1687, 541 "readRow": { 542 "value": 1417 543 } 544 }, 545 { 546 "key_as_string": "2018-09-29", 547 "key": 1538179200000, 548 "doc_count": 596, 549 "readRow": { 550 "value": 1410 551 } 552 }, 553 { 554 "key_as_string": "2018-05-21", 555 "key": 1526860800000, 556 "doc_count": 72, 557 "readRow": { 558 "value": 1404 559 } 560 }, 561 { 562 "key_as_string": "2018-08-27", 563 "key": 1535328000000, 564 "doc_count": 1254, 565 "readRow": { 566 "value": 1379 567 } 568 }, 569 { 570 "key_as_string": "2018-03-07", 571 "key": 1520380800000, 572 "doc_count": 189, 573 "readRow": { 574 "value": 1361 575 } 576 }, 577 { 578 "key_as_string": "2018-09-06", 579 "key": 1536192000000, 580 "doc_count": 1257, 581 "readRow": { 582 "value": 1261 583 } 584 }, 585 { 586 "key_as_string": 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"2019-04-11", 3715 "key": 1554940800000, 3716 "doc_count": 0, 3717 "readRow": { 3718 "value": 0 3719 } 3720 }, 3721 { 3722 "key_as_string": "2019-04-12", 3723 "key": 1555027200000, 3724 "doc_count": 0, 3725 "readRow": { 3726 "value": 0 3727 } 3728 }, 3729 { 3730 "key_as_string": "2019-04-13", 3731 "key": 1555113600000, 3732 "doc_count": 0, 3733 "readRow": { 3734 "value": 0 3735 } 3736 }, 3737 { 3738 "key_as_string": "2019-04-14", 3739 "key": 1555200000000, 3740 "doc_count": 0, 3741 "readRow": { 3742 "value": 0 3743 } 3744 }, 3745 { 3746 "key_as_string": "2019-04-15", 3747 "key": 1555286400000, 3748 "doc_count": 0, 3749 "readRow": { 3750 "value": 0 3751 } 3752 }, 3753 { 3754 "key_as_string": "2019-04-16", 3755 "key": 1555372800000, 3756 "doc_count": 0, 3757 "readRow": { 3758 "value": 0 3759 } 3760 }, 3761 { 3762 "key_as_string": "2019-04-17", 3763 "key": 1555459200000, 3764 "doc_count": 0, 3765 "readRow": { 3766 "value": 0 3767 } 3768 }, 3769 { 3770 "key_as_string": "2019-04-18", 3771 "key": 1555545600000, 3772 "doc_count": 0, 3773 "readRow": { 3774 "value": 0 3775 } 3776 }, 3777 { 3778 "key_as_string": "2019-04-19", 3779 "key": 1555632000000, 3780 "doc_count": 0, 3781 "readRow": { 3782 "value": 0 3783 } 3784 }, 3785 { 3786 "key_as_string": "2019-04-20", 3787 "key": 1555718400000, 3788 "doc_count": 0, 3789 "readRow": { 3790 "value": 0 3791 } 3792 }, 3793 { 3794 "key_as_string": "2019-04-21", 3795 "key": 1555804800000, 3796 "doc_count": 0, 3797 "readRow": { 3798 "value": 0 3799 } 3800 }, 3801 { 3802 "key_as_string": "2019-04-22", 3803 "key": 1555891200000, 3804 "doc_count": 0, 3805 "readRow": { 3806 "value": 0 3807 } 3808 }, 3809 { 3810 "key_as_string": "2019-04-23", 3811 "key": 1555977600000, 3812 "doc_count": 0, 3813 "readRow": { 3814 "value": 0 3815 } 3816 }, 3817 { 3818 "key_as_string": "2019-04-24", 3819 "key": 1556064000000, 3820 "doc_count": 0, 3821 "readRow": { 3822 "value": 0 3823 } 3824 }, 3825 { 3826 "key_as_string": "2019-04-25", 3827 "key": 1556150400000, 3828 "doc_count": 0, 3829 "readRow": { 3830 "value": 0 3831 } 3832 }, 3833 { 3834 "key_as_string": "2019-04-26", 3835 "key": 1556236800000, 3836 "doc_count": 0, 3837 "readRow": { 3838 "value": 0 3839 } 3840 }, 3841 { 3842 "key_as_string": "2019-04-27", 3843 "key": 1556323200000, 3844 "doc_count": 0, 3845 "readRow": { 3846 "value": 0 3847 } 3848 }, 3849 { 3850 "key_as_string": "2019-04-28", 3851 "key": 1556409600000, 3852 "doc_count": 0, 3853 "readRow": { 3854 "value": 0 3855 } 3856 }, 3857 { 3858 "key_as_string": "2019-04-29", 3859 "key": 1556496000000, 3860 "doc_count": 0, 3861 "readRow": { 3862 "value": 0 3863 } 3864 }, 3865 { 3866 "key_as_string": "2019-04-30", 3867 "key": 1556582400000, 3868 "doc_count": 0, 3869 "readRow": { 3870 "value": 0 3871 } 3872 }, 3873 { 3874 "key_as_string": "2019-05-01", 3875 "key": 1556668800000, 3876 "doc_count": 0, 3877 "readRow": { 3878 "value": 0 3879 } 3880 }, 3881 { 3882 "key_as_string": "2018-09-20", 3883 "key": 1537401600000, 3884 "doc_count": 0, 3885 "readRow": { 3886 "value": 0 3887 } 3888 }, 3889 { 3890 "key_as_string": "2018-07-12", 3891 "key": 1531353600000, 3892 "doc_count": 0, 3893 "readRow": { 3894 "value": 0 3895 } 3896 }, 3897 { 3898 "key_as_string": "2019-05-04", 3899 "key": 1556928000000, 3900 "doc_count": 0, 3901 "readRow": { 3902 "value": 0 3903 } 3904 }, 3905 { 3906 "key_as_string": "2019-05-05", 3907 "key": 1557014400000, 3908 "doc_count": 0, 3909 "readRow": { 3910 "value": 0 3911 } 3912 }, 3913 { 3914 "key_as_string": "2018-01-14", 3915 "key": 1515888000000, 3916 "doc_count": 0, 3917 "readRow": { 3918 "value": 0 3919 } 3920 }, 3921 { 3922 "key_as_string": "2019-05-07", 3923 "key": 1557187200000, 3924 "doc_count": 0, 3925 "readRow": { 3926 "value": 0 3927 } 3928 }, 3929 { 3930 "key_as_string": "2018-07-28", 3931 "key": 1532736000000, 3932 "doc_count": 0, 3933 "readRow": { 3934 "value": 0 3935 } 3936 }, 3937 { 3938 "key_as_string": "2019-05-09", 3939 "key": 1557360000000, 3940 "doc_count": 0, 3941 "readRow": { 3942 "value": 0 3943 } 3944 }, 3945 { 3946 "key_as_string": "2019-05-10", 3947 "key": 1557446400000, 3948 "doc_count": 0, 3949 "readRow": { 3950 "value": 0 3951 } 3952 }, 3953 { 3954 "key_as_string": "2019-05-11", 3955 "key": 1557532800000, 3956 "doc_count": 0, 3957 "readRow": { 3958 "value": 0 3959 } 3960 }, 3961 { 3962 "key_as_string": "2019-05-12", 3963 "key": 1557619200000, 3964 "doc_count": 0, 3965 "readRow": { 3966 "value": 0 3967 } 3968 }, 3969 { 3970 "key_as_string": "2019-05-13", 3971 "key": 1557705600000, 3972 "doc_count": 0, 3973 "readRow": { 3974 "value": 0 3975 } 3976 }, 3977 { 3978 "key_as_string": "2019-05-14", 3979 "key": 1557792000000, 3980 "doc_count": 0, 3981 "readRow": { 3982 "value": 0 3983 } 3984 }, 3985 { 3986 "key_as_string": "2018-08-04", 3987 "key": 1533340800000, 3988 "doc_count": 3, 3989 "readRow": { 3990 "value": 0 3991 } 3992 }, 3993 { 3994 "key_as_string": "2018-08-06", 3995 "key": 1533513600000, 3996 "doc_count": 23, 3997 "readRow": { 3998 "value": 0 3999 } 4000 }, 4001 { 4002 "key_as_string": "2018-01-13", 4003 "key": 1515801600000, 4004 "doc_count": 0, 4005 "readRow": { 4006 "value": 0 4007 } 4008 }, 4009 { 4010 "key_as_string": "2019-05-17", 4011 "key": 1558051200000, 4012 "doc_count": 0, 4013 "readRow": { 4014 "value": 0 4015 } 4016 }, 4017 { 4018 "key_as_string": "2019-05-18", 4019 "key": 1558137600000, 4020 "doc_count": 0, 4021 "readRow": { 4022 "value": 0 4023 } 4024 }, 4025 { 4026 "key_as_string": "2019-05-19", 4027 "key": 1558224000000, 4028 "doc_count": 0, 4029 "readRow": { 4030 "value": 0 4031 } 4032 }, 4033 { 4034 "key_as_string": "2019-05-20", 4035 "key": 1558310400000, 4036 "doc_count": 0, 4037 "readRow": { 4038 "value": 0 4039 } 4040 }, 4041 { 4042 "key_as_string": "2019-01-04", 4043 "key": 1546560000000, 4044 "doc_count": 0, 4045 "readRow": { 4046 "value": 0 4047 } 4048 }, 4049 { 4050 "key_as_string": "2019-05-22", 4051 "key": 1558483200000, 4052 "doc_count": 0, 4053 "readRow": { 4054 "value": 0 4055 } 4056 }, 4057 { 4058 "key_as_string": "2019-05-23", 4059 "key": 1558569600000, 4060 "doc_count": 0, 4061 "readRow": { 4062 "value": 0 4063 } 4064 }, 4065 { 4066 "key_as_string": "2018-01-07", 4067 "key": 1515283200000, 4068 "doc_count": 0, 4069 "readRow": { 4070 "value": 0 4071 } 4072 }, 4073 { 4074 "key_as_string": "2019-05-25", 4075 "key": 1558742400000, 4076 "doc_count": 0, 4077 "readRow": { 4078 "value": 0 4079 } 4080 }, 4081 { 4082 "key_as_string": "2019-01-05", 4083 "key": 1546646400000, 4084 "doc_count": 0, 4085 "readRow": { 4086 "value": 0 4087 } 4088 }, 4089 { 4090 "key_as_string": "2018-01-06", 4091 "key": 1515196800000, 4092 "doc_count": 0, 4093 "readRow": { 4094 "value": 0 4095 } 4096 }, 4097 { 4098 "key_as_string": "2018-01-04", 4099 "key": 1515024000000, 4100 "doc_count": 0, 4101 "readRow": { 4102 "value": 0 4103 } 4104 }, 4105 { 4106 "key_as_string": "2018-09-16", 4107 "key": 1537056000000, 4108 "doc_count": 0, 4109 "readRow": { 4110 "value": 0 4111 } 4112 }, 4113 { 4114 "key_as_string": "2019-05-30", 4115 "key": 1559174400000, 4116 "doc_count": 1, 4117 "readRow": { 4118 "value": 0 4119 } 4120 }, 4121 { 4122 "key_as_string": "2018-09-17", 4123 "key": 1537142400000, 4124 "doc_count": 2, 4125 "readRow": { 4126 "value": 0 4127 } 4128 } 4129 ] 4130 } 4131 } 4132 }
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) )
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "query": { 3 "bool": { 4 "must_not": [{ 5 "term": { 6 "userId.keyword": "-1" 7 } 8 }] 9 } 10 }, 11 "from": 0, 12 "size": 0, 13 "sort": [], 14 "aggs": { 15 "group_by_http_time": { 16 "date_histogram":{ 17 "field":"http_time", 18 "interval":"hour", 19 "format":"yyyy-MM-dd HH:mm:ss", 20 "order":{ 21 "readRow":"desc" 22 } 23 }, 24 "aggs":{ 25 "readRow":{ 26 "sum":{ 27 "field":"queryCount" 28 } 29 } 30 } 31 } 32 } 33 }
返回略
8、统计某个索引中有多少数据
{ "size": 0 }
返回结果:
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "took": 3, 3 "timed_out": false, 4 "_shards": { 5 "total": 90, 6 "successful": 85, 7 "failed": 0 8 }, 9 "hits": { 10 "total": 844389, 11 "max_score": 0, 12 "hits": [] 13 } 14 }
9、计算哪个用户访问量最大
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "query": { 3 "bool": { 4 "must_not": [{ 5 "term": { 6 "userId.keyword": "-1" 7 } 8 }] 9 } 10 }, 11 "from": 0, 12 "size": 0, 13 "aggs": { 14 "group_by_userId": { 15 "terms":{ 16 "field":"userId.keyword", 17 "size":1, 18 "order":{ 19 "readRow":"desc" 20 } 21 }, 22 "aggs":{ 23 "readRow":{ 24 "sum":{ 25 "field":"queryCount" 26 } 27 } 28 } 29 } 30 } 31 }
返回结果:
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "took": 4, 3 "timed_out": false, 4 "_shards": { 5 "total": 90, 6 "successful": 85, 7 "failed": 0 8 }, 9 "hits": { 10 "total": 665385, 11 "max_score": 0, 12 "hits": [] 13 }, 14 "aggregations": { 15 "group_by_userId": { 16 "doc_count_error_upper_bound": -1, 17 "sum_other_doc_count": 624993, 18 "buckets": [ 19 { 20 "key": "1804", 21 "doc_count": 40360, 22 "readRow": { 23 "value": 3679990 24 } 25 } 26 ] 27 } 28 } 29 }
10、计算哪个时间访问量最大
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "query": { 3 "bool": { 4 "must_not": [{ 5 "term": { 6 "userId.keyword": "-1" 7 } 8 }] 9 } 10 }, 11 "from": 0, 12 "size": 0, 13 "aggs": { 14 "group_by_http_time": { 15 "terms":{ 16 "field":"http_time", 17 "size":1, 18 "order":{ 19 "readRow":"desc" 20 } 21 }, 22 "aggs":{ 23 "readRow":{ 24 "sum":{ 25 "field":"queryCount" 26 } 27 } 28 } 29 } 30 } 31 }
返回结果:
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
1 { 2 "took": 128, 3 "timed_out": false, 4 "_shards": { 5 "total": 90, 6 "successful": 85, 7 "failed": 0 8 }, 9 "hits": { 10 "total": 665385, 11 "max_score": 0, 12 "hits": [] 13 }, 14 "aggregations": { 15 "group_by_http_time": { 16 "doc_count_error_upper_bound": -1, 17 "sum_other_doc_count": 665352, 18 "buckets": [ 19 { 20 "key": 1530673309000, 21 "key_as_string": "2018-07-04T03:01:49.000Z", 22 "doc_count": 1, 23 "readRow": { 24 "value": 1000000 25 } 26 } 27 ] 28 } 29 } 30 }