Using Elastic search version 6.8.0
Complete Hive Job gets failed for a single malformed json record, I tried changing the 'es.write.rest.error.handler.es.return.default'='PASS/HANDLED' But no luck
Refer : https://www.elastic.co/guide/en/elasticsearch/hadoop/master/errorhandlers.html
Below is the DDL Script which is ran on hive prompt for ingestion
ADD JAR /home/smrafi/elasticsearch-hadoop-6.8.0/dist/elasticsearch-hadoop-6.8.0.jar;
CREATE external TABLE hive_es_with_handler10( data STRING)
STORED BY 'org.elasticsearch.hadoop.hive.EsStorageHandler'
TBLPROPERTIES('es.resource' = 'test_eshadoop/healthCareProvider','es.nodes' = 'xyzpqr','es.input.json' = 'yes','es.index.auto.create' = 'true','es.write.operation'='upsert',
'es.nodes.wan.only' = 'true','es.port' = '443','es.net.ssl'='true','es.batch.size.entries'='1','es.mapping.id' ='id','es.batch.write.retry.count'='-1',
'es.batch.write.retry.wait'='60s',
'es.write.data.error.handlers' = 'es',
'es.write.rest.error.handler.es.client.nodes' = 'vpc-pid-pre-prod-es-cluster-b7thvqfj3tp45arxl34gge3yyi.us-east-2.es.amazonaws.com',
'es.write.rest.error.handler.es.client.port' = '443',
'es.write.rest.error.handler.es.client.resource'='error_es_index',
'es.write.rest.error.handler.es.return.default'='PASS',
'es.write.rest.error.handler.es.return.error'='PASS');
insert into hive_es_with_handler10 select * from provider;
Below is exception trace, it failed complaining the error.handler index is not present
Caused by: org.elasticsearch.hadoop.EsHadoopIllegalArgumentException: Could not locate write resource for ES error handler.
at org.elasticsearch.hadoop.util.Assert.hasText(Assert.java:30)
at org.elasticsearch.hadoop.handler.impl.elasticsearch.ElasticsearchHandler.init(ElasticsearchHandler.java:145)
at org.elasticsearch.hadoop.serialization.handler.write.impl.DelegatingErrorHandler.init(DelegatingErrorHandler.java:40)
at org.elasticsearch.hadoop.handler.impl.AbstractHandlerLoader.loadHandlers(AbstractHandlerLoader.java:114)
at org.elasticsearch.hadoop.serialization.bulk.BulkEntryWriter.<init>(BulkEntryWriter.java:56)
at org.elasticsearch.hadoop.rest.RestRepository.lazyInitWriting(RestRepository.java:138)
at org.elasticsearch.hadoop.rest.RestRepository.writeProcessedToIndex(RestRepository.java:185)
at org.elasticsearch.hadoop.hive.EsHiveOutputFormat$EsHiveRecordWriter.write(EsHiveOutputFormat.java:64)
at org.apache.hadoop.hive.ql.exec.FileSinkOperator.process(FileSinkOperator.java:762)
at org.apache.hadoop.hive.ql.exec.Operator.forward(Operator.java:897)
at org.apache.hadoop.hive.ql.exec.SelectOperator.process(SelectOperator.java:95)
at org.apache.hadoop.hive.ql.exec.Operator.forward(Operator.java:897)
at org.apache.hadoop.hive.ql.exec.TableScanOperator.process(TableScanOperator.java:130)
at org.apache.hadoop.hive.ql.exec.MapOperator$MapOpCtx.forward(MapOperator.java:148)
at org.apache.hadoop.hive.ql.exec.MapOperator.process(MapOperator.java:550)
... 9 more
CodePudding user response:
Below is the configuration to properly collect all the bad json record errors, Still there are issues with Hive, Hive doesnt support Malformed json records Please check this ElasticSearch hive SerializationError handler
ADD JAR /home/smrafi/elasticsearch-hadoop-6.8.0/dist/elasticsearch-hadoop-6.8.0.jar;
CREATE external TABLE hive_es_with_handler32( data STRING)
STORED BY 'org.elasticsearch.hadoop.hive.EsStorageHandler'
TBLPROPERTIES('es.resource' = 'test_eshadoop/healthCareProvider','es.nodes' = 'xyz','es.input.json' = 'yes','es.index.auto.create' = 'true','es.write.operation'='upsert',
'es.nodes.wan.only' = 'true','es.port' = '443','es.net.ssl'='true','es.batch.size.entries'='1','es.mapping.id' ='id','es.batch.write.retry.count'='-1',
'es.batch.write.retry.wait'='60s',
'es.write.rest.error.handlers' = 'es, ignoreBadRecords',
'es.write.data.error.handlers' = 'log, customLog, badJsonHandler',
'es.write.data.error.handler.customLog' = 'com.xyz.elshandler.CustomLogOnError',
'es.write.data.error.handler.badJsonHandler' = 'com.xyz.elshandler.BadJsonHandler',
'es.write.rest.error.handler.es.client.resource'="error_es_index/error",
'es.write.rest.error.handler.es.return.default'='HANDLED',
'es.write.rest.error.handler.log.logger.name' = 'BulkErrors',
'es.write.data.error.handler.log.logger.name' = 'SerializationErrors',
'es.write.rest.error.handler.ignoreBadRecords' = 'com.xyz.elshandler.IgnoreBadRecordHandler',
'es.write.rest.error.handler.es.return.error'='HANDLED');