全文检索-Es-初步检索（三）
文章目录
- 初步检索
- 一、_cat
- 二、put&post新增数据
- 三、get查询文档
- 四、put/post修改数据
- 六、删除文档&索引
- 七、样本测试数据
初步检索
一、_cat
#为jmeter返回的结果
#127.0.0.1 70 73 1 0.09 0.09 0.06 dilm * f5d627bec026
GET /_cat/nodes 查看es节点信息
#1677563347 05:49:07 elasticsearch green 1 1 3 3 0 0 0 0 - 100.0%
GET /_cat/health 查看es的健康状况
#1sWR4HQIQmOLmXwNWiYijg 127.0.0.1 127.0.0.1 f5d627bec026
GET /_cat/master 查看es的主节点
#green open .kibana_task_manager_1 NUq7r4hjQuSZ3dokpBoAcA 1 0 2 0 46.2kb 46.2kb
#green open .apm-agent-configuration LRlJWvK1SR-PzWjgbbZY9w 1 0 0 0 283b 283b
#green open .kibana_1 HHJQSPfoSq24NGuSMwGXOQ 1 0 8 0 32kb 32kb
GET /_cat/indices 查看es的所有索引。 相当于mysql的show databases
jmeter测试结果
二、put&post新增数据
请求头
http请求 put
返回结果
{
"result": "created", #此操作为创建
"_shards": { #分片
"total": 2,
"failed": 0,
"successful": 1
},
"_seq_no": 0,
"_index": "customer", #_为元组，这里是索引，相当于数据库名字
"_type": "external", #类型，类似于表
"_id": "1",#一条数据
"_version": 1,#版本，再次提交会变为2
"_primary_term": 1
}
再次发送请求
{
"result": "updated",#更新
"_shards": {
"total": 2,
"failed": 0,
"successful": 1
},
"_seq_no": 1,#变化
"_index": "customer",
"_type": "external",
"_id": "1",
"_version": 2,#变化
"_primary_term": 1
}
post不带/带id保存
不带id
结果
{
"result": "created",#不带id保存，都为创建
"_shards": {
"total": 2,
"failed": 0,
"successful": 1
},
"_seq_no": 3,
"_index": "customer",
"_type": "external",
"_id": "N1nVloYB2nWh_-YHWUFO", #不带id保存，每次都会变化
"_version": 1,
"_primary_term": 1
}
二次请求结果
{
"result": "created",#不带id保存，都为创建
"_shards": {
"total": 2,
"failed": 0,
"successful": 1
},
"_seq_no": 5,
"_index": "customer",
"_type": "external",
"_id": "OFnYloYB2nWh_-YHPUF2",#不带id保存，每次都会变化
"_version": 1,
"_primary_term": 1
}
带id保存
结果
{
"result": "created",
"_shards": {
"total": 2,
"failed": 0,
"successful": 1
},
"_seq_no": 7,
"_index": "customer",
"_type": "external",
"_id": "2",
"_version": 1,
"_primary_term": 1
}
二次请求结果
{
"result": "updated",#变为更新
"_shards": {
"total": 2,
"failed": 0,
"successful": 1
},
"_seq_no": 9,#第几次操作
"_index": "customer",
"_type": "external",
"_id": "2",
"_version": 2,#变为版本2
"_primary_term": 1
}
结论
三、get查询文档
发送请求
查询-查看结果树
{
"_seq_no": 10,
"found": true,
"_index": "customer",
"_type": "external",
"_source": {
"name": "Jone Doe"
},
"_id": "1",
"_version": 7,
"_primary_term": 1
}
增加判断，确定是否修改
结果
{
"result": "updated",
"_shards": {
"total": 2,
"failed": 0,
"successful": 1
},
"_seq_no": 12,
"_index": "customer",
"_type": "external",
"_id": "1",
"_version": 8,
"_primary_term": 1
}
查看修改是否成功
结果
{
"_seq_no": 12,
"found": true,
"_index": "customer",
"_type": "external",
#修改成功
"_source": {
"name": "1"
},
"_id": "1",
"_version": 8,
"_primary_term": 1
}
四、put/post修改数据
更新文档
post/put带_update的请求（会比对元数据）
结果
{
"result": "updated",
"_shards": {
"total": 2,
"failed": 0,
"successful": 1
},
"_seq_no": 13,
"_index": "customer",
"_type": "external",
"_id": "1",
"_version": 9,
"_primary_term": 1
}
二次请求结果
{
"result": "noop",#没有操作更新
"_shards": {
"total": 0,# 没有更新数据
"failed": 0,
"successful": 0#没有更新
},
"_seq_no": 13,
"_index": "customer",
"_type": "external",
"_id": "1",
"_version": 9,
"_primary_term": 1
}
post/put不带_update的请求（不会比对元数据）
{
"result": "updated",
"_shards": {
"total": 2,
"failed": 0,
"successful": 1
},
"_seq_no": 14,
"_index": "customer",
"_type": "external",
"_id": "1",
"_version": 10,
"_primary_term": 1
}
二次请求结果
{
"result": "updated",
"_shards": {
"total": 2,
"failed": 0,
"successful": 1
},
"_seq_no": 15,
"_index": "customer",
"_type": "external",
"_id": "1",
"_version": 11,
"_primary_term": 1
}
data增加数据，更新
结果
{
"result": "updated",
"_shards": {
"total": 2,
"failed": 0,
"successful": 1
},
"_seq_no": 15,
"_index": "customer",
"_type": "external",
"_id": "1",
"_version": 11,
"_primary_term": 1
}
查询文档，是否更新成功
{
"_seq_no": 16,
"found": true,
"_index": "customer",
"_type": "external",
#显示更新成功
"_source": {
"name": "John",
"age": "20"
},
"_id": "1",
"_version": 12,
"_primary_term": 1
}
post/put带update更新，需要和原数据进行对比
结果
{
"result": "noop",#对比后发现，不用进行更新操作
"_shards": {
"total": 0,
"failed": 0,
"successful": 0
},
"_seq_no": 16,
"_index": "customer",
"_type": "external",
"_id": "1",
"_version": 12,
"_primary_term": 1
}
六、删除文档&索引
结果
{
"result": "deleted",
"_shards": {
"total": 2,
"failed": 0,
"successful": 1
},
"_seq_no": 17,
"_index": "customer",
"_type": "external",
"_id": "1",
"_version": 13,
"_primary_term": 1
}
查询文档（是否删除）显示无法查到
{
"found": false,#显示无法查到，显示状态码为404
"_index": "customer",
"_type": "external",
"_id": "1"
}
删除索引
结果
{
"acknowledged": true
}
查询结果
{
"error": {
"reason": "no such index [customer]",
"index_uuid": "_na_",
"index": "customer",
"resource.type": "index_expression",
"type": "index_not_found_exception",
"root_cause": [
{
"reason": "no such index [customer]",#索引没有找到
"index_uuid": "_na_",
"index": "customer",
"resource.type": "index_expression",
"type": "index_not_found_exception",
"resource.id": "customer"
}
],
"resource.id": "customer"
},
"status": 404
}
bulk 批量 API
需要用到kibana平台
语法格式
{ action: { metadata }}\n
{ request body }\n
{ action: { metadata }}\n
{ request body }\n
示例代码：如下
POST customer/external/_bulk
{"index":{"_id":"1"}}
{"name": "John Doe" }
{"index":{"_id":"2"}}
{"name": "Jane Doe" }
平台运行结果
示例代码：如下
POST /_bulk
{ "delete": { "_index": "website", "_type": "blog", "_id": "123" }}
{ "create": { "_index": "website", "_type": "blog", "_id": "123" }}
{ "title": "My first blog post" }
{ "index": { "_index": "website", "_type": "blog" }}
{ "title": "My second blog post" }
{ "update": { "_index": "website", "_type": "blog", "_id": "123"} }
{ "doc" : {"title" : "My updated blog post"} }
平台运行结果
一、 顾客银行账户信息
虚构的顾客银行账户信息，以 JSON 文档样本的形式保存。
例如：
{
"account_number": 0,
"balance": 16623,
"firstname": "Bradshaw",
"lastname": "Mckenzie",
"age": 29, "gender": "F",
"address": "244 Columbus Place",
"employer": "Euron",
"email": "[email protected]",
"city": "Hobucken",
"state": "CO"
}
七、样本测试数据
POST bank/account/_bulk
{"index":{"_id":"1"}}
{"account_number":1,"balance":39225,"firstname":"Amber","lastname":"Duke","age":32,"gender":"M","address":"880 Holmes Lane","employer":"Pyrami","email":"[email protected]","city":"Brogan","state":"IL"}
{"index":{"_id":"6"}}
{"account_number":6,"balance":5686,"firstname":"Hattie","lastname":"Bond","age":36,"gender":"M","address":"671 Bristol Street","employer":"Netagy","email":"[email protected]","city":"Dante","state":"TN"}
{"index":{"_id":"13"}}
{"account_number":13,"balance":32838,"firstname":"Nanette","lastname":"Bates","age":28,"gender":"F","address":"789 Madison Street","employer":"Quility","email":"[email protected]","city":"Nogal","state":"VA"}
{"index":{"_id":"18"}}
{"account_number":18,"balance":4180,"firstname":"Dale","lastname":"Adams","age":33,"gender":"M","address":"467 Hutchinson Court","employer":"Boink","email":"[email protected]","city":"Orick","state":"MD"}
{"index":{"_id":"20"}}
{"account_number":20,"balance":16418,"firstname":"Elinor","lastname":"Ratliff","age":36,"gender":"M","address":"282 Kings Place","employer":"Scentric","email":"[email protected]","city":"Ribera","state":"WA"}
{"index":{"_id":"25"}}
{"account_number":25,"balance":40540,"firstname":"Virginia","lastname":"Ayala","age":39,"gender":"F","address":"171 Putnam Avenue","employer":"Filodyne","email":"[email protected]","city":"Nicholson","state":"PA"}
{"index":{"_id":"32"}}
{"account_number":32,"balance":48086,"firstname":"Dillard","lastname":"Mcpherson","age":34,"gender":"F","address":"702 Quentin Street","employer":"Quailcom","email":"[email protected]","city":"Veguita","state":"IN"}
{"account_number":861,"balance":44173,"firstname":"Jaime","lastname":"Wilson","age":35,"gender":"M","address":"680 Richardson Street","employer":"Temorak","email":"[email protected]","city":"Fidelis","state":"FL"}
{"index":{"_id":"866"}}
{"account_number":866,"balance":45565,"firstname":"Araceli","lastname":"Woodward","age":28,"gender":"M","address":"326 Meadow Street","employer":"Olympix","email":"[email protected]","city":"Dana","state":"KS"}
{"index":{"_id":"873"}}
{"account_number":873,"balance":43931,"firstname":"Tisha","lastname":"Cotton","age":39,"gender":"F","address":"432 Lincoln Road","employer":"Buzzmaker","email":"[email protected]","city":"Bluetown","state":"GA"}
{"index":{"_id":"878"}}
{"account_number":878,"balance":49159,"firstname":"Battle","lastname":"Blackburn","age":40,"gender":"F","address":"234 Hendrix Street","employer":"Zilphur","email":"[email protected]","city":"Wanamie","state":"PA"}
{"index":{"_id":"880"}}
{"account_number":880,"balance":22575,"firstname":"Christian","lastname":"Myers","age":35,"gender":"M","address":"737 Crown Street","employer":"Combogen","email":"[email protected]","city":"Abrams","state":"OK"}
{"index":{"_id":"885"}}
{"account_number":885,"balance":31661,"firstname":"Valdez","lastname":"Roberson","age":40,"gender":"F","address":"227 Scholes Street","employer":"Delphide","email":"[email protected]","city":"Chilton","state":"MT"}
{"index":{"_id":"892"}}
{"account_number":892,"balance":44974,"firstname":"Hill","lastname":"Hayes","age":29,"gender":"M","address":"721 Dooley Street","employer":"Fuelton","email":"[email protected]","city":"Orason","state":"MT"}
{"index":{"_id":"897"}}
{"account_number":897,"balance":45973,"firstname":"Alyson","lastname":"Irwin","age":25,"gender":"M","address":"731 Poplar Street","employer":"Quizka","email":"[email protected]","city":"Singer","state":"VA"}
{"index":{"_id":"900"}}
{"account_number":900,"balance":6124,"firstname":"Gonzalez","lastname":"Watson","age":23,"gender":"M","address":"624 Sullivan Street","employer":"Marvane","email":"[email protected]","city":"Wikieup","state":"IL"}
{"index":{"_id":"905"}}
{"account_number":905,"balance":29438,"firstname":"Schultz","lastname":"Moreno","age":20,"gender":"F","address":"761 Cedar Street","employer":"Paragonia","email":"[email protected]","city":"Glenshaw","state":"SC"}
{"index":{"_id":"912"}}
{"account_number":912,"balance":13675,"firstname":"Flora","lastname":"Alvarado","age":26,"gender":"M","address":"771 Vandervoort Avenue","employer":"Boilicon","email":"[email protected]","city":"Vivian","state":"ID"}
{"index":{"_id":"917"}}
{"account_number":917,"balance":47782,"firstname":"Parks","lastname":"Hurst","age":24,"gender":"M","address":"933 Cozine Avenue","employer":"Pyramis","email":"[email protected]","city":"Lindcove","state":"GA"}
{"index":{"_id":"924"}}
{"account_number":924,"balance":3811,"firstname":"Hilary","lastname":"Leonard","age":24,"gender":"M","address":"235 Hegeman Avenue","employer":"Metroz","email":"[email protected]","city":"Roosevelt","state":"ME"}
{"index":{"_id":"929"}}
{"account_number":929,"balance":34708,"firstname":"Willie","lastname":"Hickman","age":35,"gender":"M","address":"430 Devoe Street","employer":"Apextri","email":"[email protected]","city":"Clay","state":"MS"}
{"index":{"_id":"931"}}
{"account_number":931,"balance":8244,"firstname":"Ingrid","lastname":"Garcia","age":23,"gender":"F","address":"674 Indiana Place","employer":"Balooba","email":"[email protected]","city":"Interlochen","state":"AZ"}
{"index":{"_id":"936"}}
{"account_number":936,"balance":22430,"firstname":"Beth","lastname":"Frye","age":36,"gender":"M","address":"462 Thatford Avenue","employer":"Puria","email":"[email protected]","city":"Hiseville","state":"LA"}
{"index":{"_id":"943"}}
{"account_number":943,"balance":24187,"firstname":"Wagner","lastname":"Griffin","age":23,"gender":"M","address":"489 Ellery Street","employer":"Gazak","email":"[email protected]","city":"Lorraine","state":"HI"}
{"index":{"_id":"948"}}
{"account_number":948,"balance":37074,"firstname":"Sargent","lastname":"Powers","age":40,"gender":"M","address":"532 Fiske Place","employer":"Accuprint","email":"[email protected]","city":"Umapine","state":"AK"}
{"index":{"_id":"950"}}
{"account_number":950,"balance":30916,"firstname":"Sherrie","lastname":"Patel","age":32,"gender":"F","address":"658 Langham Street","employer":"Futurize","email":"[email protected]","city":"Garfield","state":"OR"}
{"index":{"_id":"955"}}
{"account_number":955,"balance":41621,"firstname":"Klein","lastname":"Kemp","age":33,"gender":"M","address":"370 Vanderbilt Avenue","employer":"Synkgen","email":"[email protected]","city":"Bonanza","state":"FL"}
{"index":{"_id":"962"}}
{"account_number":962,"balance":32096,"firstname":"Trujillo","lastname":"Wilcox","age":21,"gender":"F","address":"914 Duffield Street","employer":"Extragene","email":"[email protected]","city":"Golconda","state":"MA"}
{"index":{"_id":"967"}}
{"account_number":967,"balance":19161,"firstname":"Carrie","lastname":"Huffman","age":36,"gender":"F","address":"240 Sands Street","employer":"Injoy","email":"[email protected]","city":"Leroy","state":"CA"}
{"index":{"_id":"974"}}
{"account_number":974,"balance":38082,"firstname":"Deborah","lastname":"Yang","age":26,"gender":"F","address":"463 Goodwin Place","employer":"Entogrok","email":"[email protected]","city":"Herald","state":"KY"}
{"index":{"_id":"979"}}
{"account_number":979,"balance":43130,"firstname":"Vaughn","lastname":"Pittman","age":29,"gender":"M","address":"446 Tompkins Place","employer":"Phormula","email":"[email protected]","city":"Fingerville","state":"WI"}
{"index":{"_id":"981"}}
{"account_number":981,"balance":20278,"firstname":"Nolan","lastname":"Warner","age":29,"gender":"F","address":"753 Channel Avenue","employer":"Interodeo","email":"[email protected]","city":"Layhill","state":"MT"}
{"index":{"_id":"986"}}
{"account_number":986,"balance":35086,"firstname":"Norris","lastname":"Hubbard","age":31,"gender":"M","address":"600 Celeste Court","employer":"Printspan","email":"[email protected]","city":"Cassel","state":"MI"}
{"index":{"_id":"993"}}
{"account_number":993,"balance":26487,"firstname":"Campos","lastname":"Olsen","age":37,"gender":"M","address":"873 Covert Street","employer":"Isbol","email":"[email protected]","city":"Glendale","state":"AK"}
{"index":{"_id":"998"}}
{"account_number":998,"balance":16869,"firstname":"Letha","lastname":"Baker","age":40,"gender":"F","address":"206 Llama Court","employer":"Dognosis","email":"[email protected]","city":"Dunlo","state":"WV"}
{"index":{"_id":"2"}}
{"account_number":2,"balance":28838,"firstname":"Roberta","lastname":"Bender","age":22,"gender":"F","address":"560 Kingsway Place","employer":"Chillium","email":"[email protected]","city":"Bennett","state":"LA"}
{"index":{"_id":"7"}}
{"account_number":7,"balance":39121,"firstname":"Levy","lastname":"Richard","age":22,"gender":"M","address":"820 Logan Street","employer":"Teraprene","email":"[email protected]","city":"Shrewsbury","state":"MO"}
{"index":{"_id":"14"}}
{"account_number":14,"balance":20480,"firstname":"Erma","lastname":"Kane","age":39,"gender":"F","address":"661 Vista Place","employer":"Stockpost","email":"[email protected]","city":"Chamizal","state":"NY"}
{"index":{"_id":"19"}}
{"account_number":19,"balance":27894,"firstname":"Schwartz","lastname":"Buchanan","age":28,"gender":"F","address":"449 Mersereau Court","employer":"Sybixtex","email":"[email protected]","city":"Greenwich","state":"KS"}
{"index":{"_id":"21"}}
{"account_number":21,"balance":7004,"firstname":"Estella","lastname":"Paul","age":38,"gender":"M","address":"859 Portal Street","employer":"Zillatide","email":"[email protected]","city":"Churchill","state":"WV"}
{"index":{"_id":"26"}}
{"account_number":26,"balance":14127,"firstname":"Lorraine","lastname":"Mccullough","age":39,"gender":"F","address":"157 Dupont Street","employer":"Zosis","email":"[email protected]","city":"Dennard","state":"NH"}
{"index":{"_id":"33"}}
{"account_number":33,"balance":35439,"firstname":"Savannah","lastname":"Kirby","age":30,"gender":"F","address":"372 Malta Street","employer":"Musanpoly","email":"[email protected]","city":"Muse","state":"AK"}
{"index":{"_id":"38"}}
{"account_number":38,"balance":10511,"firstname":"Erna","lastname":"Fields","age":32,"gender":"M","address":"357 Maple Street","employer":"Eweville","email":"[email protected]","city":"Twilight","state":"MS"}
{"index":{"_id":"40"}}
{"account_number":40,"balance":33882,"firstname":"Pace","lastname":"Molina","age":40,"gender":"M","address":"263 Ovington Court","employer":"Cytrak","email":"[email protected]","city":"Silkworth","state":"OR"}
{"index":{"_id":"45"}}
{"account_number":45,"balance":44478,"firstname":"Geneva","lastname":"Morin","age":21,"gender":"F","address":"357 Herkimer Street","employer":"Ezent","email":"[email protected]","city":"Blanco","state":"AZ"}
{"index":{"_id":"52"}}
{"account_number":52,"balance":46425,"firstname":"Kayla","lastname":"Bradshaw","age":31,"gender":"M","address":"449 Barlow Drive","employer":"Magnemo","email":"[email protected]","city":"Wawona","state":"AZ"}
{"index":{"_id":"57"}}
{"account_number":57,"balance":8705,"firstname":"Powell","lastname":"Herring","age":21,"gender":"M","address":"263 Merit Court","employer":"Digiprint","email":"[email protected]","city":"Coral","state":"MT"}
{"index":{"_id":"64"}}
{"account_number":64,"balance":44036,"firstname":"Miles","lastname":"Battle","age":35,"gender":"F","address":"988 Homecrest Avenue","employer":"Koffee","email":"[email protected]","city":"Motley","state":"ID"}
{"index":{"_id":"69"}}
{"account_number":69,"balance":14253,"firstname":"Desiree","lastname":"Harrison","age":24,"gender":"M","address":"694 Garland Court","employer":"Barkarama","email":"[email protected]","city":"Hackneyville","state":"GA"}
{"index":{"_id":"71"}}
{"account_number":71,"balance":38201,"firstname":"Sharpe","lastname":"Hoffman","age":39,"gender":"F","address":"450 Conklin Avenue","employer":"Centree","email":"[email protected]","city":"Urbana","state":"WY"}
{"index":{"_id":"76"}}
{"account_number":76,"balance":38345,"firstname":"Claudette","lastname":"Beard","age":24,"gender":"F","address":"748 Dorset Street","employer":"Repetwire","email":"[email protected]","city":"Caln","state":"TX"}
{"index":{"_id":"83"}}
{"account_number":83,"balance":35928,"firstname":"Mayo","lastname":"Cleveland","age":28,"gender":"M","address":"720 Brooklyn Road","employer":"Indexia","email":"[email protected]","city":"Roberts","state":"ND"}
{"index":{"_id":"88"}}
{"account_number":88,"balance":26418,"firstname":"Adela","lastname":"Tyler","age":21,"gender":"F","address":"737 Clove Road","employer":"Surelogic","email":"[email protected]","city":"Boling","state":"SD"}
{"index":{"_id":"90"}}
{"account_number":90,"balance":25332,"firstname":"Herman","lastname":"Snyder","age":22,"gender":"F","address":"737 College Place","employer":"Lunchpod","email":"[email protected]","city":"Flintville","state":"IA"}
{"index":{"_id":"95"}}
{"account_number":95,"balance":1650,"firstname":"Dominguez","lastname":"Le","age":20,"gender":"M","address":"539 Grace Court","employer":"Portica","email":"[email protected]","city":"Wollochet","state":"KS"}
{"index":{"_id":"103"}}
{"account_number":103,"balance":11253,"firstname":"Calhoun","lastname":"Bruce","age":33,"gender":"F","address":"731 Clarkson Avenue","employer":"Automon","email":"[email protected]","city":"Marienthal","state":"IL"}
{"index":{"_id":"108"}}
{"account_number":108,"balance":19015,"firstname":"Christensen","lastname":"Weaver","age":21,"gender":"M","address":"398 Dearborn Court","employer":"Quilk","email":"[email protected]","city":"Belvoir","state":"TX"}
{"index":{"_id":"110"}}
{"account_number":110,"balance":4850,"firstname":"Daphne","lastname":"Byrd","age":23,"gender":"F","address":"239 Conover Street","employer":"Freakin","email":"[email protected]","city":"Taft","state":"MN"}
{"index":{"_id":"115"}}
{"account_number":115,"balance":18750,"firstname":"Nikki","lastname":"Doyle","age":31,"gender":"F","address":"537 Clara Street","employer":"Fossiel","email":"[email protected]","city":"Caron","state":"MS"}
{"index":{"_id":"122"}}
{"account_number":122,"balance":17128,"firstname":"Aurora","lastname":"Fry","age":31,"gender":"F","address":"227 Knapp Street","employer":"Makingway","email":"[email protected]","city":"Maybell","state":"NE"}
{"index":{"_id":"127"}}
{"account_number":127,"balance":48734,"firstname":"Diann","lastname":"Mclaughlin","age":33,"gender":"F","address":"340 Clermont Avenue","employer":"Enomen","email":"[email protected]","city":"Rutherford","state":"ND"}
{"index":{"_id":"134"}}
{"account_number":134,"balance":33829,"firstname":"Madelyn","lastname":"Norris","age":30,"gender":"F","address":"176 Noel Avenue","employer":"Endicil","email":"[email protected]","city":"Walker","state":"NE"}
{"index":{"_id":"139"}}
{"account_number":139,"balance":18444,"firstname":"Rios","lastname":"Todd","age":35,"gender":"F","address":"281 Georgia Avenue","employer":"Uberlux","email":"[email protected]","city":"Hannasville","state":"PA"}
{"index":{"_id":"141"}}
{"account_number":141,"balance":20790,"firstname":"Liliana","lastname":"Caldwell","age":29,"gender":"M","address":"414 Huron Street","employer":"Rubadub","email":"[email protected]","city":"Hiwasse","state":"OK"}
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