一、搜索API
1. 搜索API 端点地址
从索引tweet里面搜索字段user为kimchy的记录
GET /twitter/_search?q=user:kimchy
从索引tweet,user里面搜索字段user为kimchy的记录
GET /twitter/tweet,user/_search?q=user:kimchy
GET /kimchy,elasticsearch/_search?q=tag:wow
从所有索引里面搜索字段tag为wow的记录
GET /_all/_search?q=tag:wow
GET /_search?q=tag:wow
说明：搜索的端点地址可以是多索引多mapping type的。搜索的参数可作为URI请求参数给出，也可用 request body 给出
2. URI Search
URI 搜索方式通过URI参数来指定查询相关参数。让我们可以快速做一个查询。
GET /twitter/_search?q=user:kimchy
可用的参数请参考： https://www.elastic.co/guide/en/elasticsearch/reference/current/search-uri-request.html
3. 查询结果说明
5. 特殊的查询参数用法
如果我们只想知道有多少文档匹配某个查询，可以这样用参数：
GET /bank/_search?q=city:b*&size=0
如果我们只想知道有没有文档匹配某个查询，可以这样用参数：
GET /bank/_search?q=city:b*&size=0&terminate_after=1
比较两个查询的结果可以知道第一个查询返回所有的命中文档数，第二个查询由于只需要知道有没有文档，所以只要有文档就立即返回
6. Request body Search
Request body 搜索方式以JSON格式在请求体中定义查询 query。请求方式可以是 GET 、POST 。
GET /twitter/_search
{
"query" : {
"term" : { "user" : "kimchy" }
}
}
可用的参数:
timeout：请求超时时长，限定在指定时长内响应（即使没查完）；
from： 分页的起始行，默认0；
size：分页大小；
request_cache：是否缓存请求结果，默认true。
terminate_after：限定每个分片取几个文档。如果设置，则响应将有一个布尔型字段terminated_early来指示查询执行是否实际已经terminate_early。缺省为no terminate_after；
search_type：查询的执行方式，可选值dfs_query_then_fetch or query_then_fetch ，默认： query_then_fetch ；
batched_reduce_size：一次在协调节点上应该减少的分片结果的数量。如果请求中的潜在分片数量可能很大，则应将此值用作保护机制以减少每个搜索请求的内存开销。
6.1 query 元素定义查询
query 元素用Query DSL 来定义查询。
GET /_search
{
"query" : {
"term" : { "user" : "kimchy" }
}
}
6.2 指定返回哪些内容
6.2.1 source filter 对_source字段进行选择
GET /_search
{
"_source": false,
"query" : {
"term" : { "user" : "kimchy" }
}
}
通配符查询
GET /_search
{
"_source": [ "obj1.*", "obj2.*" ],
"query" : {
"term" : { "user" : "kimchy" }
}
}
GET /_search
{
"_source": "obj.*",
"query" : {
"term" : { "user" : "kimchy" }
}
}
包含什么不包含什么
GET /_search
{
"_source": {
"includes": [ "obj1.*", "obj2.*" ],
"excludes": [ "*.description" ]
},
"query" : {
"term" : { "user" : "kimchy" }
}
}
6.2.2 stored_fields 来指定返回哪些stored字段
GET /_search
{
"stored_fields" : ["user", "postDate"],
"query" : {
"term" : { "user" : "kimchy" }
}
}
说明：* 可用来指定返回所有存储字段
6.2.3 docValue Field 返回存储了docValue的字段值
GET /_search
{
"query" : {
"match_all": {}
},
"docvalue_fields" : ["test1", "test2"]
}
6.2.4 version 来指定返回文档的版本字段
GET /_search
{
"version": true,
"query" : {
"term" : { "user" : "kimchy" }
}
}
6.2.5 explain 返回文档的评分解释
GET /_search
{
"explain": true,
"query" : {
"term" : { "user" : "kimchy" }
}
}
6.2.6 Script Field 用脚本来对命中的每个文档的字段进行运算后返回
GET /bank/_search { "query": { "match_all": {} }, "script_fields": { "test1": { "script": { "lang": "painless", "source": "doc['balance'].value * 2" } }, "test2": { "script": { "lang": "painless", <!-- doc指文档--> "source": "doc['age'].value * params.factor", "params": { "factor": 2 } } } }}
搜索结果：
{
"took": 3,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 1000,
"max_score": 1,
"hits": [
{
"_index": "bank",
"_type": "_doc",
"_id": "25",
"_score": 1,
"fields": {
"test1": [
81080
],
"test2": [
78
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "44",
"_score": 1,
"fields": {
"test1": [
68974
],
"test2": [
74
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "99",
"_score": 1,
"fields": {
"test1": [
94318
],
"test2": [
78
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "119",
"_score": 1,
"fields": {
"test1": [
98444
],
"test2": [
56
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "126",
"_score": 1,
"fields": {
"test1": [
7214
],
"test2": [
78
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "145",
"_score": 1,
"fields": {
"test1": [
94812
],
"test2": [
64
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "183",
"_score": 1,
"fields": {
"test1": [
28446
],
"test2": [
52
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "190",
"_score": 1,
"fields": {
"test1": [
6300
],
"test2": [
60
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "208",
"_score": 1,
"fields": {
"test1": [
81520
],
"test2": [
52
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "222",
"_score": 1,
"fields": {
"test1": [
29528
],
"test2": [
72
]
}
}
]
}
}
GET /bank/_search
{
"query": {
"match_all": {}
},
"script_fields": {
"ffx": {
"script": {
"lang": "painless",
"source": "doc['age'].value * doc['balance'].value"
}
},
"balance*2": {
"script": {
"lang": "painless",
"source": "params['_source'].balance*2"
}
}
}
}
说明：
params _source 取 _source字段值
官方推荐使用doc，理由是用doc效率比取_source 高
搜索结果：
{
"took": 26,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 1000,
"max_score": 1,
"hits": [
{
"_index": "bank",
"_type": "_doc",
"_id": "25",
"_score": 1,
"fields": {
"balance*2": [
81080
],
"ffx": [
1581060
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "44",
"_score": 1,
"fields": {
"balance*2": [
68974
],
"ffx": [
1276019
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "99",
"_score": 1,
"fields": {
"balance*2": [
94318
],
"ffx": [
1839201
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "119",
"_score": 1,
"fields": {
"balance*2": [
98444
],
"ffx": [
1378216
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "126",
"_score": 1,
"fields": {
"balance*2": [
7214
],
"ffx": [
140673
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "145",
"_score": 1,
"fields": {
"balance*2": [
94812
],
"ffx": [
1516992
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "183",
"_score": 1,
"fields": {
"balance*2": [
28446
],
"ffx": [
369798
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "190",
"_score": 1,
"fields": {
"balance*2": [
6300
],
"ffx": [
94500
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "208",
"_score": 1,
"fields": {
"balance*2": [
81520
],
"ffx": [
1059760
]
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "222",
"_score": 1,
"fields": {
"balance*2": [
29528
],
"ffx": [
531504
]
}
}
]
}
}
6.2.7 min_score 限制最低评分得分
GET /_search
{
"min_score": 0.5,
"query" : {
"term" : { "user" : "kimchy" }
}
}
6.2.8 post_filter 后置过滤：在查询命中文档、完成聚合后，再对命中的文档进行过滤。
如：要在一次查询中查询品牌为gucci且颜色为红色的shirts，同时还要得到gucci品牌各颜色的shirts的分面统计。
创建索引并指定mappping：
PUT /shirts
{
"mappings": {
"_doc": {
"properties": {
"brand": { "type": "keyword"},
"color": { "type": "keyword"},
"model": { "type": "keyword"}
}
}
}
}
往索引里面放入文档即类似数据库里面的向表插入一行数据，并立即刷新
PUT /shirts/_doc/1?refresh
{
"brand": "gucci",
"color": "red",
"model": "slim"
}
PUT /shirts/_doc/2?refresh
{
"brand": "gucci",
"color": "green",
"model": "seec"
}
执行查询:
GET /shirts/_search
{
"query": {
"bool": {
"filter": {
"term": { "brand": "gucci" }
}
}
},
"aggs": {
"colors": {
"terms": { "field": "color" }
}
},
"post_filter": {
"term": { "color": "red" }
}
}
查询结果
{
"took": 109,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 1,
"max_score": 0,
"hits": [
{
"_index": "shirts",
"_type": "_doc",
"_id": "1",
"_score": 0,
"_source": {
"brand": "gucci",
"color": "red",
"model": "slim"
}
}
]
},
"aggregations": {
"colors": {
"doc_count_error_upper_bound": 0,
"sum_other_doc_count": 0,
"buckets": [
{
"key": "green",
"doc_count": 1
},
{
"key": "red",
"doc_count": 1
}
]
}
}
}
6.2.9 sort 排序
可以指定按一个或多个字段排序。也可通过_score指定按评分值排序，_doc 按索引顺序排序。默认是按相关性评分从高到低排序。
GET /bank/_search
{
"query": {
"match_all": {}
},
"sort": [
{
"age": {
"order": "desc"
} },
{
"balance": {
"order": "asc"
} },
"_score"
]
}
说明：
order 值：asc、desc。如果不给定，默认是asc，_score默认是desc
查询结果：
{
"took": 181,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 1000,
"max_score": null,
"hits": [
{
"_index": "bank",
"_type": "_doc",
"_id": "549",
"_score": 1,
"_source": {
"account_number": 549,
"balance": 1932,
"firstname": "Jacqueline",
"lastname": "Maxwell",
"age": 40,
"gender": "M",
"address": "444 Schenck Place",
"employer": "Fuelworks",
"email": "jacquelinemaxwell@fuelworks.com",
"city": "Oretta",
"state": "OR"
},
"sort": [
40,
1932,
1
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "306",
"_score": 1,
"_source": {
"account_number": 306,
"balance": 2171,
"firstname": "Hensley",
"lastname": "Hardin",
"age": 40,
"gender": "M",
"address": "196 Maujer Street",
"employer": "Neocent",
"email": "hensleyhardin@neocent.com",
"city": "Reinerton",
"state": "HI"
},
"sort": [
40,
2171,
1
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "960",
"_score": 1,
"_source": {
"account_number": 960,
"balance": 2905,
"firstname": "Curry",
"lastname": "Vargas",
"age": 40,
"gender": "M",
"address": "242 Blake Avenue",
"employer": "Pearlesex",
"email": "curryvargas@pearlesex.com",
"city": "Henrietta",
"state": "NH"
},
"sort": [
40,
2905,
1
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "584",
"_score": 1,
"_source": {
"account_number": 584,
"balance": 5346,
"firstname": "Pearson",
"lastname": "Bryant",
"age": 40,
"gender": "F",
"address": "971 Heyward Street",
"employer": "Anacho",
"email": "pearsonbryant@anacho.com",
"city": "Bluffview",
"state": "MN"
},
"sort": [
40,
5346,
1
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "567",
"_score": 1,
"_source": {
"account_number": 567,
"balance": 6507,
"firstname": "Diana",
"lastname": "Dominguez",
"age": 40,
"gender": "M",
"address": "419 Albany Avenue",
"employer": "Ohmnet",
"email": "dianadominguez@ohmnet.com",
"city": "Wildwood",
"state": "TX"
},
"sort": [
40,
6507,
1
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "938",
"_score": 1,
"_source": {
"account_number": 938,
"balance": 9597,
"firstname": "Sharron",
"lastname": "Santos",
"age": 40,
"gender": "F",
"address": "215 Matthews Place",
"employer": "Zenco",
"email": "sharronsantos@zenco.com",
"city": "Wattsville",
"state": "VT"
},
"sort": [
40,
9597,
1
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "810",
"_score": 1,
"_source": {
"account_number": 810,
"balance": 10563,
"firstname": "Alyssa",
"lastname": "Ortega",
"age": 40,
"gender": "M",
"address": "977 Clymer Street",
"employer": "Eventage",
"email": "alyssaortega@eventage.com",
"city": "Convent",
"state": "SC"
},
"sort": [
40,
10563,
1
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "302",
"_score": 1,
"_source": {
"account_number": 302,
"balance": 11298,
"firstname": "Isabella",
"lastname": "Hewitt",
"age": 40,
"gender": "M",
"address": "455 Bedford Avenue",
"employer": "Cincyr",
"email": "isabellahewitt@cincyr.com",
"city": "Blanford",
"state": "IN"
},
"sort": [
40,
11298,
1
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "792",
"_score": 1,
"_source": {
"account_number": 792,
"balance": 13109,
"firstname": "Becky",
"lastname": "Jimenez",
"age": 40,
"gender": "F",
"address": "539 Front Street",
"employer": "Isologia",
"email": "beckyjimenez@isologia.com",
"city": "Summertown",
"state": "MI"
},
"sort": [
40,
13109,
1
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "495",
"_score": 1,
"_source": {
"account_number": 495,
"balance": 13478,
"firstname": "Abigail",
"lastname": "Nichols",
"age": 40,
"gender": "F",
"address": "887 President Street",
"employer": "Enquility",
"email": "abigailnichols@enquility.com",
"city": "Bagtown",
"state": "NM"
},
"sort": [
40,
13478,
1
]
}
]
}
}
结果中每个文档会有排序字段值给出
"hits": {
"total": 1000,
"max_score": null,
"hits": [
{
"_index": "bank",
"_type": "_doc",
"_id": "549",
"_score": 1,
"_source": {
"account_number": 549,
"balance": 1932, "age": 40, "state": "OR"
},
"sort": [
40,
1932,
1
] }
多值字段排序
对于值是数组或多值的字段，也可进行排序，通过mode参数指定按多值的：
PUT /my_index/_doc/1?refresh
{
"product": "chocolate",
"price": [20, 4]
}
POST /_search
{
"query" : {
"term" : { "product" : "chocolate" }
},
"sort" : [
{"price" : {"order" : "asc", "mode" : "avg"}}
]
}
Missing values 缺失该字段的文档
missing 的值可以是 _last, _first
GET /_search
{
"sort" : [
{ "price" : {"missing" : "_last"} }
],
"query" : {
"term" : { "product" : "chocolate" }
}
}
地理空间距离排序
官方文档：
https://www.elastic.co/guide/en/elasticsearch/reference/current/search-request-sort.html#geo-sorting
GET /_search
{
"sort" : [
{
"_geo_distance" : {
"pin.location" : [-70, 40],
"order" : "asc",
"unit" : "km",
"mode" : "min",
"distance_type" : "arc"
}
}
],
"query" : {
"term" : { "user" : "kimchy" }
}
}
参数说明：
_geo_distance 距离排序关键字
pin.location是 geo_point 类型的字段
distance_type：距离计算方式 arc球面 、plane 平面。
unit: 距离单位 km 、m 默认m
Script Based Sorting 基于脚本计算的排序
GET /_search
{
"query" : {
"term" : { "user" : "kimchy" }
},
"sort" : {
"_script" : {
"type" : "number",
"script" : {
"lang": "painless",
"source": "doc['field_name'].value * params.factor",
"params" : {
"factor" : 1.1
}
},
"order" : "asc"
}
}
}
6.3.0 折叠
用 collapse指定根据某个字段对命中结果进行折叠
GET /bank/_search
{
"query": {
"match_all": {}
},
"collapse" : {
"field" : "age"
},
"sort": ["balance"]
}
查询结果：
{
"took": 56,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 1000,
"max_score": null,
"hits": [
{
"_index": "bank",
"_type": "_doc",
"_id": "820",
"_score": null,
"_source": {
"account_number": 820,
"balance": 1011,
"firstname": "Shepard",
"lastname": "Ramsey",
"age": 24,
"gender": "F",
"address": "806 Village Court",
"employer": "Mantro",
"email": "shepardramsey@mantro.com",
"city": "Tibbie",
"state": "NV"
},
"fields": {
"age": [
24
]
},
"sort": [
1011
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "894",
"_score": null,
"_source": {
"account_number": 894,
"balance": 1031,
"firstname": "Tyler",
"lastname": "Fitzgerald",
"age": 32,
"gender": "M",
"address": "787 Meserole Street",
"employer": "Jetsilk",
"email": "tylerfitzgerald@jetsilk.com",
"city": "Woodlands",
"state": "WV"
},
"fields": {
"age": [
32
]
},
"sort": [
1031
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "953",
"_score": null,
"_source": {
"account_number": 953,
"balance": 1110,
"firstname": "Baxter",
"lastname": "Black",
"age": 27,
"gender": "M",
"address": "720 Stillwell Avenue",
"employer": "Uplinx",
"email": "baxterblack@uplinx.com",
"city": "Drummond",
"state": "MN"
},
"fields": {
"age": [
27
]
},
"sort": [
1110
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "87",
"_score": null,
"_source": {
"account_number": 87,
"balance": 1133,
"firstname": "Hewitt",
"lastname": "Kidd",
"age": 22,
"gender": "M",
"address": "446 Halleck Street",
"employer": "Isologics",
"email": "hewittkidd@isologics.com",
"city": "Coalmont",
"state": "ME"
},
"fields": {
"age": [
22
]
},
"sort": [
1133
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "749",
"_score": null,
"_source": {
"account_number": 749,
"balance": 1249,
"firstname": "Rush",
"lastname": "Boyle",
"age": 36,
"gender": "M",
"address": "310 Argyle Road",
"employer": "Sportan",
"email": "rushboyle@sportan.com",
"city": "Brady",
"state": "WA"
},
"fields": {
"age": [
36
]
},
"sort": [
1249
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "315",
"_score": null,
"_source": {
"account_number": 315,
"balance": 1314,
"firstname": "Clare",
"lastname": "Morrow",
"age": 33,
"gender": "F",
"address": "728 Madeline Court",
"employer": "Gaptec",
"email": "claremorrow@gaptec.com",
"city": "Mapletown",
"state": "PA"
},
"fields": {
"age": [
33
]
},
"sort": [
1314
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "348",
"_score": null,
"_source": {
"account_number": 348,
"balance": 1360,
"firstname": "Karina",
"lastname": "Russell",
"age": 37,
"gender": "M",
"address": "797 Moffat Street",
"employer": "Limozen",
"email": "karinarussell@limozen.com",
"city": "Riegelwood",
"state": "RI"
},
"fields": {
"age": [
37
]
},
"sort": [
1360
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "490",
"_score": null,
"_source": {
"account_number": 490,
"balance": 1447,
"firstname": "Strong",
"lastname": "Hendrix",
"age": 26,
"gender": "F",
"address": "134 Beach Place",
"employer": "Duoflex",
"email": "stronghendrix@duoflex.com",
"city": "Allentown",
"state": "ND"
},
"fields": {
"age": [
26
]
},
"sort": [
1447
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "174",
"_score": null,
"_source": {
"account_number": 174,
"balance": 1464,
"firstname": "Gamble",
"lastname": "Pierce",
"age": 23,
"gender": "F",
"address": "650 Eagle Street",
"employer": "Matrixity",
"email": "gamblepierce@matrixity.com",
"city": "Abiquiu",
"state": "OR"
},
"fields": {
"age": [
23
]
},
"sort": [
1464
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "111",
"_score": null,
"_source": {
"account_number": 111,
"balance": 1481,
"firstname": "Traci",
"lastname": "Allison",
"age": 35,
"gender": "M",
"address": "922 Bryant Street",
"employer": "Enjola",
"email": "traciallison@enjola.com",
"city": "Robinette",
"state": "OR"
},
"fields": {
"age": [
35
]
},
"sort": [
1481
]
}
]
}
}
高级折叠
GET /bank/_search { "query": { "match_all": {} }, "collapse" : { "field" : "age" , <!--指定inner_hits来解释折叠 --> "inner_hits": { "name": "details", <!-- 自命名 --> "size": 5, <!-- 指定每组取几个文档 --> "sort": [{ "balance": "asc" }] <!-- 组内排序 --> }, "max_concurrent_group_searches": 4 <!-- 指定组查询的并发数 --> }, "sort": ["balance"] }
查询结果：
{
"took": 60,
"timed_out": false,
"_shards": {
"total": 5,
"successful": 5,
"skipped": 0,
"failed": 0
},
"hits": {
"total": 1000,
"max_score": null,
"hits": [
{
"_index": "bank",
"_type": "_doc",
"_id": "820",
"_score": null,
"_source": {
"account_number": 820,
"balance": 1011,
"firstname": "Shepard",
"lastname": "Ramsey",
"age": 24,
"gender": "F",
"address": "806 Village Court",
"employer": "Mantro",
"email": "shepardramsey@mantro.com",
"city": "Tibbie",
"state": "NV"
},
"fields": {
"age": [
24
]
},
"sort": [
1011
],
"inner_hits": {
"details": {
"hits": {
"total": 42,
"max_score": null,
"hits": [
{
"_index": "bank",
"_type": "_doc",
"_id": "820",
"_score": null,
"_source": {
"account_number": 820,
"balance": 1011,
"firstname": "Shepard",
"lastname": "Ramsey",
"age": 24,
"gender": "F",
"address": "806 Village Court",
"employer": "Mantro",
"email": "shepardramsey@mantro.com",
"city": "Tibbie",
"state": "NV"
},
"sort": [
1011
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "924",
"_score": null,
"_source": {
"account_number": 924,
"balance": 3811,
"firstname": "Hilary",
"lastname": "Leonard",
"age": 24,
"gender": "M",
"address": "235 Hegeman Avenue",
"employer": "Metroz",
"email": "hilaryleonard@metroz.com",
"city": "Roosevelt",
"state": "ME"
},
"sort": [
3811
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "819",
"_score": null,
"_source": {
"account_number": 819,
"balance": 3971,
"firstname": "Karyn",
"lastname": "Medina",
"age": 24,
"gender": "F",
"address": "417 Utica Avenue",
"employer": "Qnekt",
"email": "karynmedina@qnekt.com",
"city": "Kerby",
"state": "WY"
},
"sort": [
3971
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "77",
"_score": null,
"_source": {
"account_number": 77,
"balance": 5724,
"firstname": "Byrd",
"lastname": "Conley",
"age": 24,
"gender": "F",
"address": "698 Belmont Avenue",
"employer": "Zidox",
"email": "byrdconley@zidox.com",
"city": "Rockbridge",
"state": "SC"
},
"sort": [
5724
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "493",
"_score": null,
"_source": {
"account_number": 493,
"balance": 5871,
"firstname": "Campbell",
"lastname": "Best",
"age": 24,
"gender": "M",
"address": "297 Friel Place",
"employer": "Fanfare",
"email": "campbellbest@fanfare.com",
"city": "Kidder",
"state": "GA"
},
"sort": [
5871
]
}
]
}
}
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "894",
"_score": null,
"_source": {
"account_number": 894,
"balance": 1031,
"firstname": "Tyler",
"lastname": "Fitzgerald",
"age": 32,
"gender": "M",
"address": "787 Meserole Street",
"employer": "Jetsilk",
"email": "tylerfitzgerald@jetsilk.com",
"city": "Woodlands",
"state": "WV"
},
"fields": {
"age": [
32
]
},
"sort": [
1031
],
"inner_hits": {
"details": {
"hits": {
"total": 52,
"max_score": null,
"hits": [
{
"_index": "bank",
"_type": "_doc",
"_id": "894",
"_score": null,
"_source": {
"account_number": 894,
"balance": 1031,
"firstname": "Tyler",
"lastname": "Fitzgerald",
"age": 32,
"gender": "M",
"address": "787 Meserole Street",
"employer": "Jetsilk",
"email": "tylerfitzgerald@jetsilk.com",
"city": "Woodlands",
"state": "WV"
},
"sort": [
1031
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "402",
"_score": null,
"_source": {
"account_number": 402,
"balance": 1282,
"firstname": "Pacheco",
"lastname": "Rosales",
"age": 32,
"gender": "M",
"address": "538 Pershing Loop",
"employer": "Circum",
"email": "pachecorosales@circum.com",
"city": "Elbert",
"state": "ID"
},
"sort": [
1282
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "735",
"_score": null,
"_source": {
"account_number": 735,
"balance": 3984,
"firstname": "Loraine",
"lastname": "Willis",
"age": 32,
"gender": "F",
"address": "928 Grove Street",
"employer": "Gadtron",
"email": "lorainewillis@gadtron.com",
"city": "Lowgap",
"state": "NY"
},
"sort": [
3984
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "745",
"_score": null,
"_source": {
"account_number": 745,
"balance": 4572,
"firstname": "Jacobs",
"lastname": "Sweeney",
"age": 32,
"gender": "M",
"address": "189 Lott Place",
"employer": "Comtent",
"email": "jacobssweeney@comtent.com",
"city": "Advance",
"state": "NJ"
},
"sort": [
4572
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "173",
"_score": null,
"_source": {
"account_number": 173,
"balance": 5989,
"firstname": "Whitley",
"lastname": "Blevins",
"age": 32,
"gender": "M",
"address": "127 Brooklyn Avenue",
"employer": "Pawnagra",
"email": "whitleyblevins@pawnagra.com",
"city": "Rodanthe",
"state": "ND"
},
"sort": [
5989
]
}
]
}
}
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "953",
"_score": null,
"_source": {
"account_number": 953,
"balance": 1110,
"firstname": "Baxter",
"lastname": "Black",
"age": 27,
"gender": "M",
"address": "720 Stillwell Avenue",
"employer": "Uplinx",
"email": "baxterblack@uplinx.com",
"city": "Drummond",
"state": "MN"
},
"fields": {
"age": [
27
]
},
"sort": [
1110
],
"inner_hits": {
"details": {
"hits": {
"total": 39,
"max_score": null,
"hits": [
{
"_index": "bank",
"_type": "_doc",
"_id": "953",
"_score": null,
"_source": {
"account_number": 953,
"balance": 1110,
"firstname": "Baxter",
"lastname": "Black",
"age": 27,
"gender": "M",
"address": "720 Stillwell Avenue",
"employer": "Uplinx",
"email": "baxterblack@uplinx.com",
"city": "Drummond",
"state": "MN"
},
"sort": [
1110
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "123",
"_score": null,
"_source": {
"account_number": 123,
"balance": 3079,
"firstname": "Cleo",
"lastname": "Beach",
"age": 27,
"gender": "F",
"address": "653 Haring Street",
"employer": "Proxsoft",
"email": "cleobeach@proxsoft.com",
"city": "Greensburg",
"state": "ME"
},
"sort": [
3079
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "637",
"_score": null,
"_source": {
"account_number": 637,
"balance": 3169,
"firstname": "Kathy",
"lastname": "Carter",
"age": 27,
"gender": "F",
"address": "410 Jamison Lane",
"employer": "Limage",
"email": "kathycarter@limage.com",
"city": "Ernstville",
"state": "WA"
},
"sort": [
3169
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "528",
"_score": null,
"_source": {
"account_number": 528,
"balance": 4071,
"firstname": "Thompson",
"lastname": "Hoover",
"age": 27,
"gender": "F",
"address": "580 Garden Street",
"employer": "Portalis",
"email": "thompsonhoover@portalis.com",
"city": "Knowlton",
"state": "AL"
},
"sort": [
4071
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "142",
"_score": null,
"_source": {
"account_number": 142,
"balance": 4544,
"firstname": "Vang",
"lastname": "Hughes",
"age": 27,
"gender": "M",
"address": "357 Landis Court",
"employer": "Bolax",
"email": "vanghughes@bolax.com",
"city": "Emerald",
"state": "WY"
},
"sort": [
4544
]
}
]
}
}
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "87",
"_score": null,
"_source": {
"account_number": 87,
"balance": 1133,
"firstname": "Hewitt",
"lastname": "Kidd",
"age": 22,
"gender": "M",
"address": "446 Halleck Street",
"employer": "Isologics",
"email": "hewittkidd@isologics.com",
"city": "Coalmont",
"state": "ME"
},
"fields": {
"age": [
22
]
},
"sort": [
1133
],
"inner_hits": {
"details": {
"hits": {
"total": 51,
"max_score": null,
"hits": [
{
"_index": "bank",
"_type": "_doc",
"_id": "87",
"_score": null,
"_source": {
"account_number": 87,
"balance": 1133,
"firstname": "Hewitt",
"lastname": "Kidd",
"age": 22,
"gender": "M",
"address": "446 Halleck Street",
"employer": "Isologics",
"email": "hewittkidd@isologics.com",
"city": "Coalmont",
"state": "ME"
},
"sort": [
1133
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "411",
"_score": null,
"_source": {
"account_number": 411,
"balance": 1172,
"firstname": "Guzman",
"lastname": "Whitfield",
"age": 22,
"gender": "M",
"address": "181 Perry Terrace",
"employer": "Springbee",
"email": "guzmanwhitfield@springbee.com",
"city": "Balm",
"state": "IN"
},
"sort": [
1172
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "159",
"_score": null,
"_source": {
"account_number": 159,
"balance": 1696,
"firstname": "Alvarez",
"lastname": "Mack",
"age": 22,
"gender": "F",
"address": "897 Manor Court",
"employer": "Snorus",
"email": "alvarezmack@snorus.com",
"city": "Rosedale",
"state": "CA"
},
"sort": [
1696
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "220",
"_score": null,
"_source": {
"account_number": 220,
"balance": 3086,
"firstname": "Tania",
"lastname": "Middleton",
"age": 22,
"gender": "F",
"address": "541 Gunther Place",
"employer": "Zerology",
"email": "taniamiddleton@zerology.com",
"city": "Linwood",
"state": "IN"
},
"sort": [
3086
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "350",
"_score": null,
"_source": {
"account_number": 350,
"balance": 4267,
"firstname": "Wyatt",
"lastname": "Wise",
"age": 22,
"gender": "F",
"address": "896 Bleecker Street",
"employer": "Rockyard",
"email": "wyattwise@rockyard.com",
"city": "Joes",
"state": "MS"
},
"sort": [
4267
]
}
]
}
}
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "749",
"_score": null,
"_source": {
"account_number": 749,
"balance": 1249,
"firstname": "Rush",
"lastname": "Boyle",
"age": 36,
"gender": "M",
"address": "310 Argyle Road",
"employer": "Sportan",
"email": "rushboyle@sportan.com",
"city": "Brady",
"state": "WA"
},
"fields": {
"age": [
36
]
},
"sort": [
1249
],
"inner_hits": {
"details": {
"hits": {
"total": 52,
"max_score": null,
"hits": [
{
"_index": "bank",
"_type": "_doc",
"_id": "749",
"_score": null,
"_source": {
"account_number": 749,
"balance": 1249,
"firstname": "Rush",
"lastname": "Boyle",
"age": 36,
"gender": "M",
"address": "310 Argyle Road",
"employer": "Sportan",
"email": "rushboyle@sportan.com",
"city": "Brady",
"state": "WA"
},
"sort": [
1249
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "427",
"_score": null,
"_source": {
"account_number": 427,
"balance": 1463,
"firstname": "Rebekah",
"lastname": "Garrison",
"age": 36,
"gender": "F",
"address": "837 Hampton Avenue",
"employer": "Niquent",
"email": "rebekahgarrison@niquent.com",
"city": "Zarephath",
"state": "NY"
},
"sort": [
1463
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "782",
"_score": null,
"_source": {
"account_number": 782,
"balance": 3960,
"firstname": "Maldonado",
"lastname": "Craig",
"age": 36,
"gender": "F",
"address": "345 Myrtle Avenue",
"employer": "Zilencio",
"email": "maldonadocraig@zilencio.com",
"city": "Yukon",
"state": "ID"
},
"sort": [
3960
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "6",
"_score": null,
"_source": {
"account_number": 6,
"balance": 5686,
"firstname": "Hattie",
"lastname": "Bond",
"age": 36,
"gender": "M",
"address": "671 Bristol Street",
"employer": "Netagy",
"email": "hattiebond@netagy.com",
"city": "Dante",
"state": "TN"
},
"sort": [
5686
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "170",
"_score": null,
"_source": {
"account_number": 170,
"balance": 6025,
"firstname": "Mann",
"lastname": "Madden",
"age": 36,
"gender": "F",
"address": "161 Radde Place",
"employer": "Farmex",
"email": "mannmadden@farmex.com",
"city": "Thermal",
"state": "LA"
},
"sort": [
6025
]
}
]
}
}
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "315",
"_score": null,
"_source": {
"account_number": 315,
"balance": 1314,
"firstname": "Clare",
"lastname": "Morrow",
"age": 33,
"gender": "F",
"address": "728 Madeline Court",
"employer": "Gaptec",
"email": "claremorrow@gaptec.com",
"city": "Mapletown",
"state": "PA"
},
"fields": {
"age": [
33
]
},
"sort": [
1314
],
"inner_hits": {
"details": {
"hits": {
"total": 50,
"max_score": null,
"hits": [
{
"_index": "bank",
"_type": "_doc",
"_id": "315",
"_score": null,
"_source": {
"account_number": 315,
"balance": 1314,
"firstname": "Clare",
"lastname": "Morrow",
"age": 33,
"gender": "F",
"address": "728 Madeline Court",
"employer": "Gaptec",
"email": "claremorrow@gaptec.com",
"city": "Mapletown",
"state": "PA"
},
"sort": [
1314
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "118",
"_score": null,
"_source": {
"account_number": 118,
"balance": 2223,
"firstname": "Ballard",
"lastname": "Vasquez",
"age": 33,
"gender": "F",
"address": "101 Bush Street",
"employer": "Intergeek",
"email": "ballardvasquez@intergeek.com",
"city": "Century",
"state": "MN"
},
"sort": [
2223
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "786",
"_score": null,
"_source": {
"account_number": 786,
"balance": 3024,
"firstname": "Rene",
"lastname": "Vang",
"age": 33,
"gender": "M",
"address": "506 Randolph Street",
"employer": "Isopop",
"email": "renevang@isopop.com",
"city": "Vienna",
"state": "NJ"
},
"sort": [
3024
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "932",
"_score": null,
"_source": {
"account_number": 932,
"balance": 3111,
"firstname": "Summer",
"lastname": "Porter",
"age": 33,
"gender": "F",
"address": "949 Grand Avenue",
"employer": "Multiflex",
"email": "summerporter@multiflex.com",
"city": "Spokane",
"state": "OK"
},
"sort": [
3111
]
},
{
"_index": "bank",
"_type": "_doc",
"_id": "587",
"_score": null,
"_source": {
"account_number": 587,
"balance": 3468,
"firstname": "Carly",
"lastname": "Johns",
"age": 33,
"gender": "M",
"address": "390 Noll Street",
"employer": "Gallaxia",
"email": "carlyjohns@gallaxia.com",
"city": "Emison",
"state": "DC"
},
"sort": [
3468
]
}
]
}
}
}
},
{
"_index": "bank",
"_type": "_doc",
"_id": "348",
"_score": null,
"_source": {
"account_number": 348,
"balance": 1360,
"firstname": "Karina",
"lastname": "Russell",
"age": 37,
"gender": "M",
"address": "797 Moffat Street",
"employer": "Limozen",
"email": "karinarussell@limozen.com",
"city": "Riegelwood",
"state": "RI"
},
"fields": {
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原文链接：https://blog.csdn.net/weixin_33911824/article/details/86130859
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原文链接：https://blog.csdn.net/weixin_33911824/article/details/86130859
站方申明：本站部分内容来自社区用户分享，若涉及侵权，请联系站方删除。
