文档批量操作

2024-05-19  本文已影响0人  该死的金箍

ElasticSearch文档批量操作
批量操作可以减少网络连接所产生的开销,提升性能

批量写入
批量对文档进行写操作是通过_bulk的API来实现的

参数类似于:

{"actionName":{"_index":"indexName", "_type":"typeName","_id":"id"}}
{"field1":"value1", "field2":"value2"}
{"actionName":{"_index":"indexName", "_type":"typeName","_id":"id"}}
{"field1":"value1", "field2":"value2"}

批量创建文档create

POST _bulk
{"create":{"_index":"obj", "_type":"_doc", "_id":3}}
{"id":3,"title":"A老师","content":"老师666","tags":["php", "面向对
象"],"create_time":1756415482530}
{"create":{"_index":"obj", "_type":"_doc", "_id":4}}
{"id":4,"title":"B老师","content":"老师NB","tags":["go", "面向对
象"],"create_time":1756415482530}
使用create如果id=3的已经存在 就会报错

普通创建或全量替换index

POST _bulk
{"index":{"_index":"obj", "_type":"_doc", "_id":3}}
{"id":3,"title":"A老师","content":"老师666","tags":["php", "面向对
象"],"create_time":1756415482530}
{"index":{"_index":"obj", "_type":"_doc", "_id":4}}
{"id":4,"title":"B老师","content":"老师NB","tags":["go", "面向对
象"],"create_time":1756415482530}

批量删除delete

POST _bulk
{"delete":{"_index":"obj", "_type":"_doc", "_id":3}}
{"delete":{"_index":"obj", "_type":"_doc", "_id":4}}

批量修改update

POST _bulk
{"update":{"_index":"obj", "_type":"_doc", "_id":3}}
{"doc":{"title":"ES大法必修内功"}}
{"update":{"_index":"obj", "_type":"_doc", "_id":4}}
{"doc":{"create_time":1756415482530}}

组合应用

POST _bulk
{"delete":{"_index":"obj", "_type":"_doc", "_id":3}}
{"create":{"_index":"obj", "_type":"_doc", "_id":3}}
{"title":"老师","content":"老师666","tags":["java", "面向对
象"],"create_time":1756415482530}
{"update":{"_index":"obj", "_type":"_doc", "_id":4}}
{"doc":{"create_time":1756415482530}}

批量读取:_mget
es的批量查询可以使用mget和msearch两种。其中mget是需要我们知道它的id,可以指定不同的
index,也可以指定返回值source。msearch可以通过字段查询来进行一个批量的查找。

#可以通过ID批量获取不同index和type的数据
GET _mget
{
  "docs": [
    {
      "_index": "document",
      "_id": 1
    },
    {
      "_index": "obj",
      "_id": 4
    }
  ]
}

#可以通过ID批量获取es_db的数据
GET obj/_mget
{
  "ids"  : [1,2]
}

_msearch
在_msearch中,请求格式和bulk类似。查询一条数据需要两个对象,第一个设置index和type,第二个
设置查询语句。查询语句和search相同。如果只是查询一个index,我们可以在url中带上index,这样,
如果查该index可以直接用空对象表示。

GET _msearch
{"index":"obj"}
{"query":{"match_all":{}},"from":0,"size":2}
{"index":"document"}
{"query":{"match_all":{}}} 

GET obj/_msearch
{}
{"query":{"match_all":{}},"from":0,"size":2}
{"index":"document"}
{"query":{"match_all":{}}} 
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