Logstash之Elasticsearch导入json数据文件

Posted 2021-02-18 xibuhaohao

一、数据从文件导入elasticsearch

1、数据准备：

1、数据文件：test.json
2、索引名称：index
3、数据类型：doc
4、批量操作API：bulk

{"index":{"_index":"index2","_type":"type2","_id":0}}
{"age":10,"name":"jim"}
    {"index":{"_index":"index2","_type":"type2","_id":1}}
{"age":16,"name":"tom"}

2、_bulk API导入ES的JSON文件需要满足一定的格式，每条记录之前，需要有文档ID且每一行\\n结束

curl -H \'Content-Type: application/x-ndjson\'  -s -XPOST localhost:9200/_bulk --data-binary @test.json

 

如果是在test.json文件中没有指定index名、type、id时：

curl -H \'Content-Type: application/x-ndjson\'  -s -XPOST localhost:9200/index2/type2/_bulk --data-binary @test.json

{ "index" : { } }
{"age":16,"name":"tom"}

 

但是id会自动生成

3、对于普通json文件的导入，可以logstash进行导入：

logstash的安装准备详细过程请查阅：

https://www.cnblogs.com/yfb918/p/10763292.html

json数据准备

[root@master mnt]# cat data.json
{"age":16,"name":"tom"}
{"age":11,"name":"tsd"}

 创建配置文件：

[root@master bin]# cat json.conf 
input{
        file{
                path=>"/mnt/data.json"
                start_position=>"beginning"
                sincedb_path=>"/dev/null"
                codec=>json{
                        charset=>"ISO-8859-1"
                }
        }
}
output{
        elasticsearch{
                hosts=>"http://192.168.200.100:9200"
                index=>"jsontestlogstash"
                document_type=>"doc"
        }
        stdout{}
}

执行结果：

[root@master bin]# ./logstash -f json.conf
[2019-04-25T10:59:14,803][INFO ][logstash.agent ] Pipelines running {:count=>1, :running_pipelines=>[:main], :non_running_pipelines=>[]}
[2019-04-25T10:59:16,084][INFO ][logstash.agent ] Successfully started Logstash API endpoint {:port=>9600}
{
"name" => "tom",
"age" => 16,
"path" => "/mnt/data.json",
"@timestamp" => 2019-04-25T02:59:16.009Z,
"host" => "master",
"@version" => "1"
}
{
"name" => "tsd",
"age" => 11,
"path" => "/mnt/data.json",
"@timestamp" => 2019-04-25T02:59:16.096Z,
"host" => "master",
"@version" => "1"
}

 从结果中可以看到：默认增加了几个字段。那么我们想要这几个默认生成的字段我们应该怎么么办呢，可以如下解决：

在配置文件中使用filter进行过滤：

[root@master bin]# cat json.conf 
input{
        file{
                path=>"/mnt/data.json"
                start_position=>"beginning"
                sincedb_path=>"/dev/null"
                codec=>json{
                        charset=>"ISO-8859-1"
                }
        }
}
filter{
        mutate {  
                remove_field => "@timestamp"    
                remove_field => "@version"    
                remove_field => "host"    
                remove_field => "path"
        }
}
output{
        elasticsearch{
                hosts=>"http://192.168.200.100:9200"
                index=>"jsontestlogstash"
                document_type=>"doc"
        }
        stdout{}
}

过滤之后的结果：

 

转载于:https://www.cnblogs.com/yfb918/p/10762984.html