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keras.utils.to_categorical和one hot格式解析

1、準備工作:存在的mysql的資料庫表、建立好的elasticsearch索引

2、下載mysql-connector

下載地址:https://dev.mysql.com/downloads/connector/j/

選擇 PlatFormIndependent

下載後解壓後得到connector的jar包

3、新建配置檔案 sync_tablename.conf,

input {
    stdin{
    }
    jdbc {
      # 連線的資料庫地址和資料庫,指定編碼格式,禁用SSL協議,設定自動重連
      jdbc_connection_string => "jdbc:mysql://127.0.0.1:3306/userdb?characterEncoding=UTF-8
&useSSL=false&autoReconnect=true" # 使用者名稱密碼 jdbc_user => "user" jdbc_password => "password" # jar包的位置 jdbc_driver_library => "/u02/tomcat/mysql-connector-java-8.0.20/mysql-connector-java-8.0.20.jar" # mysql的Driver jdbc_driver_class => "com.mysql.jdbc.Driver" jdbc_default_timezone => "Asia/Shanghai" jdbc_paging_enabled => "true" jdbc_page_size => "10" #statement_filepath => "config-mysql/test.sql" #注意這個sql不能出現type,這是es的保留欄位 statement => "select * from user where name='張三' " schedule => "* * * * *" } } output { elasticsearch { hosts => "127.0.0.1:9200" # index名 index => "user" # type名 document_type => "_doc" # 需要關聯的資料庫中有有一個id欄位,對應索引的id號 document_id => "%{id}" } stdout { codec => json_lines } }

啟動報錯記錄1:[logstash.config.source.local.configpathloader] No config files found in path {:path=>"/u02/tomcat/logstash-7.6.2/bin/config/sync_tablename.conf"} ./logstash -f config/sync_tablename.conf

報錯原因:啟動的時候找不到指定路徑

解決方法:可以放在bin目錄下,啟動時不需要指定路徑; ./logstash -f sync_tablename.conf

啟動報錯記錄2:[FATAL][logstash.runner ] The given configuration is invalid. Reason: Expected one of [ \t\r\n], "#", "{", [A-Za-z0-9_-], '"', "'", "}" at line 17, column 1 (byte 618) after input {

報錯原因:配置檔案中17行有錯誤

解決方法:檢查配置檔案的內容,是否合規

啟動報錯記錄3:

[ERROR][logstash.inputs.jdbc     ] Invalid setting for jdbc input plugin:

  input {
    jdbc {
      # This setting must be a number
      # Expected number, got "" (type )
      jdbc_page_size => ""
      ...
    }
  }

報錯原因:jdbc_page_size必須是一個數字

解決方法:jdbc_page_size => "10"

#驗證配置檔案命令:
./logstash -f sync_tablename.conf --config.test_and_exit #顯示內容表示配置檔案正確 Configuration OK [INFO ][logstash.runner ] Using config.test_and_exit mode. Config Validation Result: OK. Exiting Logstash

4、啟動命令進行資料同步 ./logstash -f sync_tablename.conf

啟動報錯記錄1:

Error: unable to load /home/u02/tomcat/logstash-7.6.2/bin/config-mysql/mysql-connector-java-8.0.20/mysql-connector-java-8.0.20.jar from :jdbc_driver_library, file not readable (please check user and group permissions for the path)
  Exception: LogStash::PluginLoadingError

報錯原因:外掛載入失敗,mysql-connector-java外掛路徑配置錯誤,

解決方法:去掉/home,改為 /u02/tomcat/logstash-7.6.2/bin/config-mysql/mysql-connector-java-8.0.20/mysql-connector-java-8.0.20.jar

啟動報錯記錄2:

[WARN ][logstash.outputs.elasticsearch][main] Could not index event to Elasticsearch. {:status=>400, :action=>["index", {:_id=>"%{id}", :_index=>"user", :routing=>nil, :_type=>"doc"}, #<LogStash::Event:0x4d04559>], :response=>{"index"=>{"_index"=>"user", "_type"=>"doc", "_id"=>"%{id}", "status"=>400, "error"=>{"type"=>"illegal_argument_exception", "reason"=>"Rejecting mapping update to [user] as the final mapping would have more than 1 type: [_doc, doc]"}}}}
{"@timestamp":"2020-07-02T10:11:23.182Z","message":"","host":"127.0.0.1","@version":"1"}

報錯原因:無法將事件索引到Elasticsearch,拒絕對[user]的對映更新,因為最終對映將有一個以上的型別:[_doc,doc]”

解決方法:配置檔案中的type要和elasticSearch中的type保持一致