logstash transfer data to elasticsearch Parsing date error - elasticsearch

Question

this is my Mysql.config
input {
stdin {
}
jdbc {
jdbc_connection_string => "jdbc:mysql://localhost:3306/xc_course?useUnicode=true&characterEncoding=utf-8&useSSL=true&serverTimezone=UTC"
# the user we wish to excute our statement as
jdbc_user => "root"
jdbc_password => "1234"
# the path to our downloaded jdbc driver
jdbc_driver_library =>"/usr/local/elasticsearch/logstash/mysql-connector-java-5.1.4.jar"
# the name of the driver class for mysql
jdbc_driver_class => "com.mysql.jdbc.Driver"
jdbc_paging_enabled => "true"
jdbc_page_size => "50000"
#statement_filepath => "/conf/course.sql"
statement => "select * from course_pub where timestamp > date_add(:sql_last_value,INTERVAL 8 HOUR)"
schedule => "* * * * *"
record_last_run => true
last_run_metadata_path => "/usr/local/elasticsearch/elasticsearch-6.2.1/config/logstash_metadata"
}
}
output {
elasticsearch {
hosts => "localhost:9200"
#hosts => ["localhost:9200","localhost:9202","localhost:9203"]
index => "xc_course"
document_id => "%{id}"
document_type => "doc"
template =>"/usr/local/elasticsearch/logstash-6.2.1/config/xc_course_template.json"
template_name =>"xc_course"
template_overwrite =>"true"
}
stdout {
codec => json_lines
}
}
this is my template.json
{
"mappings": {
"doc": {
"properties": {
"charge": {
"type": "keyword"
},
"description": {
"analyzer": "ik_max_word",
"search_analyzer": "ik_smart",
"type": "text"
},
"end_time": {
"format": "yyyy‐MM‐dd HH:mm:ss",
"type": "date"
},
"expires": {
"format": "yyyy‐MM‐dd HH:mm:ss",
"type": "date"
},
"grade": {
"type": "keyword"
},
"id": {
"type": "keyword"
},
"mt": {
"type": "keyword"
},
"name": {
"analyzer": "ik_max_word",
"search_analyzer": "ik_smart",
"type": "text"
},
"pic": {
"index": false,
"type": "keyword"
},
"price": {
"type": "float"
},
"price_old": {
"type": "float"
},
"pub_time": {
"format": "yyyy‐MM‐dd HH:mm:ss",
"type": "date"
},
"qq": {
"index": false,
"type": "keyword"
},
"st": {
"type": "keyword"
},
"start_time": {
"format": "yyyy‐MM‐dd HH:mm:ss",
"type": "date"
},
"status": {
"type": "keyword"
},
"studymodel": {
"type": "keyword"
},
"teachmode": {
"type": "keyword"
},
"teachplan": {
"analyzer": "ik_max_word",
"search_analyzer": "ik_smart",
"type": "text"
},
"users": {
"index": false,
"type": "text"
},
"valid": {
"type": "keyword"
}
}
}
},
"template": "xc_course"
}
this is my elasticSearch index_mapping
{
"properties": {
"description": {
"analyzer": "ik_max_word",
"search_analyzer": "ik_smart",
"type": "text"
},
"grade": {
"type": "keyword"
},
"id": {
"type": "keyword"
},
"mt": {
"type": "keyword"
},
"name": {
"analyzer": "ik_max_word",
"search_analyzer": "ik_smart",
"type": "text"
},
"users": {
"index": false,
"type": "text"
},
"charge": {
"type": "keyword"
},
"valid": {
"type": "keyword"
},
"pic": {
"index": false,
"type": "keyword"
},
"qq": {
"index": false,
"type": "keyword"
},
"price": {
"type": "float"
},
"price_old": {
"type": "float"
},
"st": {
"type": "keyword"
},
"status": {
"type": "keyword"
},
"studymodel": {
"type": "keyword"
},
"teachmode": {
"type": "keyword"
},
"teachplan": {
"analyzer": "ik_max_word",
"search_analyzer": "ik_smart",
"type": "text"
},
"expires": {
"type": "date",
"format": "yyyy‐MM‐dd HH:mm:ss"
},
"pub_time": {
"type": "date",
"format": "yyyy‐MM‐dd HH:mm:ss"
},
"start_time": {
"type": "date",
"format": "yyyy‐MM‐dd HH:mm:ss"
},
"end_time": {
"type": "date",
"format": "yyyy‐MM‐dd HH:mm:ss"
}
}
}
but when it start
Could not index event to Elasticsearch. {:status=>400, :action=>["index", {:_id=>"4028e58161bd3b380161bd3bcd2f0000", :_index=>"xc_course", :_type=>"doc", :_routing=>nil}, #LogStash::Event:0x62e0a8f9], :response=>{"index"=>{"_index"=>"xc_course", "_type"=>"doc", "_id"=>"4028e58161bd3b380161bd3bcd2f0000", "status"=>400, "error"=>{"type"=>"mapper_parsing_exception", "reason"=>"failed to parse [start_time]", "caused_by"=>{"type"=>"illegal_argument_exception", "reason"=>"Invalid format: \"2019-12-20T15:18:13.000Z\" is malformed at \"-12-20T15:18:13.000Z\""}}}}}
failed to parse [start_time]", "caused_by"=>{"type"=>"illegal_argument_exception"
** "Invalid format: \"2019-12-20T15:18:13.000Z\" is malformed at \"-12-20T15:18:13.000Z\""**
but inmy data base my data type is this 2019-12-28 19:24:41
when i make date to null ,its worke ,but like 2019-12-28 19:24:41 would Parsing error
so how to deal it

Answer 1

The jdbc input will automatically change date columns to LogStash::Timestamp type, but your index template expects them to be text. Remove the "format" from the date fields in your index template.