Elasticsearch Search相关
Search API
指定查询的索引
一、URI Search（用的不多）
在URI中使用查询参数
二、Request Body Search
使用Elasticsearch提供的，基于JSON格式的更加完备的Query Domain Specific Language（DSL）
#ignore_unavailable=true，可以忽略尝试访问不存在的索引“404_idx”导致的报错
POST /movies,404_idx/_search?ignore_unavailable=true
{
"profile": true,
"query": {
"match_all": {}
}
}
#查询movies分页
POST /kibana_sample_data_ecommerce/_search
{
"from":10,
"size":20,
"query":{
"match_all": {}
}
}
#对日期排序
POST kibana_sample_data_ecommerce/_search
{
"sort":[{"order_date":"desc"}],
"query":{
"match_all": {}
}
}
#source filtering
POST kibana_sample_data_ecommerce/_search
{
"_source":["order_date"],
"query":{
"match_all": {}
}
}
#脚本字段
GET kibana_sample_data_ecommerce/_search
{
"script_fields": {
"new_field": {
"script": {
"lang": "painless",
"source": "doc['order_date'].value+'hello'"
}
}
},
"query": {
"match_all": {}
}
}
#match查询
POST movies/_search
{
"query": {
"match": {
"title": "last christmas"
}
}
}
POST movies/_search
{
"query": {
"match": {
"title": {
"query": "last christmas",
"operator": "and" #and表示query的两个词必须同时出现
}
}
}
}
#短语查询 Match Phrase
POST movies/_search
{
"query": {
"match_phrase": {
"title":{
"query": "one love"
}
}
}
}
POST movies/_search
{
"query": {
"match_phrase": {
"title":{
"query": "one love",
"slop": 1 #one 与love之间可以存在其他词
}
}
}
}
POST /products/_bulk
{ "index": { "_id": 1 }}
{ "price" : 10,"avaliable":true,"date":"2018-01-01", "productID" : "XHDK-A-1293-#fJ3" }
{ "index": { "_id": 2 }}
{ "price" : 20,"avaliable":true,"date":"2019-01-01", "productID" : "KDKE-B-9947-#kL5" }
{ "index": { "_id": 3 }}
{ "price" : 30,"avaliable":true, "productID" : "JODL-X-1937-#pV7" }
{ "index": { "_id": 4 }}
{ "price" : 30,"avaliable":false, "productID" : "QQPX-R-3956-#aD8" }
#基本语法
POST /products/_search
{
"query": {
"bool" : {
"must" : {
"term" : { "price" : "30" }
},
"filter": {
"term" : { "avaliable" : "true" }
},
"must_not" : {
"range" : {
"price" : { "lte" : 10 }
}
},
"should" : [
{ "term" : { "productID.keyword" : "JODL-X-1937-#pV7" } },
{ "term" : { "productID.keyword" : "XHDK-A-1293-#fJ3" } }
],
"minimum_should_match" :1
}
}
}
#改变数据模型，增加字段。解决数组包含而不是精确匹配的问题
POST /newmovies/_bulk
{ "index": { "_id": 1 }}
{ "title" : "Father of the Bridge Part II","year":1995, "genre":"Comedy","genre_count":1 }
{ "index": { "_id": 2 }}
{ "title" : "Dave","year":1993,"genre":["Comedy","Romance"],"genre_count":2 }
#must，有算分
POST /newmovies/_search
{
"query": {
"bool": {
"must": [
{"term": {"genre.keyword": {"value": "Comedy"}}},
{"term": {"genre_count": {"value": 1}}}
]
}
}
}
#Filter。不参与算分，结果的score是0
POST /newmovies/_search
{
"query": {
"bool": {
"filter": [
{"term": {"genre.keyword": {"value": "Comedy"}}},
{"term": {"genre_count": {"value": 1}}}
]
}
}
}
#Filtering Context
POST _search
{
"query": {
"bool" : {
"filter": {
"term" : { "avaliable" : "true" }
},
"must_not" : {
"range" : {
"price" : { "lte" : 10 }
}
}
}
}
}
#Query Context
POST /products/_bulk
{ "index": { "_id": 1 }}
{ "price" : 10,"avaliable":true,"date":"2018-01-01", "productID" : "XHDK-A-1293-#fJ3" }
{ "index": { "_id": 2 }}
{ "price" : 20,"avaliable":true,"date":"2019-01-01", "productID" : "KDKE-B-9947-#kL5" }
{ "index": { "_id": 3 }}
{ "price" : 30,"avaliable":true, "productID" : "JODL-X-1937-#pV7" }
{ "index": { "_id": 4 }}
{ "price" : 30,"avaliable":false, "productID" : "QQPX-R-3956-#aD8" }
POST /products/_search
{
"query": {
"bool": {
"should": [
{
"term": {
"productID.keyword": {
"value": "JODL-X-1937-#pV7"}}
},
{"term": {"avaliable": {"value": true}}
}
]
}
}
}
#嵌套，实现了 should not 逻辑
POST /products/_search
{
"query": {
"bool": {
"must": {
"term": {
"price": "30"
}
},
"should": [
{
"bool": {
"must_not": {
"term": {
"avaliable": "false"
}
}
}
}
],
"minimum_should_match": 1
}
}
}
#Controll the Precision
#range范围查询
POST _search
{
"query": {
"bool" : {
"must" : {
"term" : { "price" : "30" }
},
"filter": {
"term" : { "avaliable" : "true" }
},
"must_not" : {
"range" : {
"price" : { "lte" : 10 }
}
},
"should" : [
{ "term" : { "productID.keyword" : "JODL-X-1937-#pV7" } },
{ "term" : { "productID.keyword" : "XHDK-A-1293-#fJ3" } }
],
"minimum_should_match" :2
}
}
}
POST /animals/_search
{
"query": {
"bool": {
"should": [
{ "term": { "text": "brown" }},
{ "term": { "text": "red" }},
{ "term": { "text": "quick" }},
{ "term": { "text": "dog" }}
]
}
}
}
POST /animals/_search
{
"query": {
"bool": {
"should": [
{ "term": { "text": "quick" }},
{ "term": { "text": "dog" }},
{
"bool":{
"should":[
{ "term": { "text": "brown" }},
{ "term": { "text": "brown" }},
]
}
}
]
}
}
}
DELETE blogs
POST /blogs/_bulk
{ "index": { "_id": 1 }}
{"title":"Apple iPad", "content":"Apple iPad,Apple iPad" }
{ "index": { "_id": 2 }}
{"title":"Apple iPad,Apple iPad", "content":"Apple iPad" }
#boost
# boost >1 打分相关度相对性提升
#0<boost<1 打分相关度相对性降低
#boost<0 贡献负分
POST blogs/_search
{
"query": {
"bool": {
"should": [
{"match": {
"title": {
"query": "apple,ipad",
"boost": 1.1
}
}},
{"match": {
"content": {
"query": "apple,ipad"
}
}}
]
}
}
}查询结果
参考极客时间Elasticsearch课程
