MySQL數據以全量和增量方式,同步到ES搜索引擎


本文源碼:GitHub·點這里 || GitEE·點這里

一、配置詳解

場景描述:MySQL數據表以全量和增量的方式向ElasticSearch搜索引擎同步。

1、下載內容

  • elasticsearch 版本 6.3.2
  • logstash 版本 6.3.2
  • mysql-connector-java-5.1.13.jar

2、核心配置

  • 路徑:/usr/local/logstash
  • 新建配置目錄:sync-config

1)、配置全文

/usr/local/logstash/sync-config/cicadaes.conf

input {
    stdin {}
    jdbc {
        jdbc_connection_string => "jdbc:mysql://127.0.0.1:3306/cicada?characterEncoding=utf8"
        jdbc_user => "root"
        jdbc_password => "root123"
        jdbc_driver_library => "/usr/local/logstash/sync-config/mysql-connector-java-5.1.13.jar"
        jdbc_driver_class => "com.mysql.jdbc.Driver"
        jdbc_paging_enabled => "true"
        jdbc_page_size => "50000"
        jdbc_default_timezone => "Asia/Shanghai"
        statement_filepath => "/usr/local/logstash/sync-config/user_sql.sql"
        schedule => "* * * * *"
        type => "User"
        lowercase_column_names => false
        record_last_run => true
        use_column_value => true
        tracking_column => "updateTime"
        tracking_column_type => "timestamp"
        last_run_metadata_path => "/usr/local/logstash/sync-config/user_last_time"
        clean_run => false
    }
    jdbc {
        jdbc_connection_string => "jdbc:mysql://127.0.0.1:3306/cicada?characterEncoding=utf8"
        jdbc_user => "root"
        jdbc_password => "root123"
        jdbc_driver_library => "/usr/local/logstash/sync-config/mysql-connector-java-5.1.13.jar"
        jdbc_driver_class => "com.mysql.jdbc.Driver"
        jdbc_paging_enabled => "true"
        jdbc_page_size => "50000"
        jdbc_default_timezone => "Asia/Shanghai"
        statement_filepath => "/usr/local/logstash/sync-config/log_sql.sql"
        schedule => "* * * * *"
        type => "Log"
        lowercase_column_names => false
        record_last_run => true
        use_column_value => true
        tracking_column => "updateTime"
        tracking_column_type => "timestamp"
        last_run_metadata_path => "/usr/local/logstash/sync-config/log_last_time"
        clean_run => false
    }
}
filter {
    json {
        source => "message"
        remove_field => ["message"]
    }
}
output {
    if [type] == "User" {
        elasticsearch {
            hosts => ["127.0.0.1:9200"]
            index => "cicada_user_search"
            document_type => "user_search_index"
        }
    }
    if [type] == "Log" {
        elasticsearch {
            hosts => ["127.0.0.1:9200"]
            index => "cicada_log_search"
            document_type => "log_search_index"
        }
    }
}

2)、SQL文件

  • user_sql.sql
SELECT
	id,
	user_name userName,
	user_phone userPhone,
	create_time createTime,
	update_time updateTime
FROM c_user
WHERE update_time > : sql_last_value
  • log_sql.sql
SELECT
	id,
	param_value paramValue,
	request_ip requestIp,
	create_time createTime,
	update_time updateTime
FROM c_log
WHERE update_time > : sql_last_value

3)、配置參數說明

  • input參數
statement_filepath:讀取SQL語句位置
schedule :這里配置每分鍾執行一次
type :類型,寫入ES的標識
lowercase_column_names :字段是否轉小寫
record_last_run :記錄上次執行時間
use_column_value :使用列的值
tracking_column :根據寫入ES的updateTime字段區分增量數據
tracking_column_type :區分的字段類型
  • output參數
hosts :ES服務地址
index :Index名稱,類比理解數據庫名稱
document_type :Type名稱,類比理解表名稱

3、啟動進程

/usr/local/logstash/bin/logstash  
-f  
/usr/local/logstash/sync-config/cicadaes.conf

二、ES客戶端工具

1、下載軟件

kibana-6.3.2-windows-x86_64

2、修改配置

kibana-6.3.2-windows-x86_64\config\kibana.yml

添加配置:

elasticsearch.url: "http://127.0.0.1:9200"

3、雙擊啟動

kibana-6.3.2-windows-x86_64\bin\kibana.bat

4、訪問地址

http://localhost:5601

三、源代碼地址

GitHub·地址
https://github.com/cicadasmile/linux-system-base
GitEE·地址
https://gitee.com/cicadasmile/linux-system-base


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