Need help with JDBC Broken Pipeline Issue after some idle time
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Need help with JDBC Broken Pipeline Issue after some idle time
 
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Hi Flink Community, I need some help with JDBC sink in Datastream API. I can produce some records and sink it to database correctly. However, if I wait for 5 minutes between insertions. I will run into broken pipeline issue. Ater that, the Flink application will restart and recover from checkpoint and execute the failed SQL query. I tried hard to search for resources to understand such broken pipeline will happen, but I still can’t understand it. The interesting thing is that, if the idle time is around 3 minutes, everything seems to be fine. It seems to be a timeout related issue, but I just don’t know what should I do to fix the issue. I have shared the sink code. Could anyone share some ideas? Thank you so much! My environment settings: Flink version: 1.12.1 Scala version: 2.11 Java version: 1.11 Flink System parallelism: 1 JDBC Driver: Oracle ojdbc10 Database: Oracle Autonomous Database on Oracle Cloud Infrastructure(You can regard this as an cloud based Oracle Database) The code for the sink: boDataStream .addSink( JdbcSink.sink( "INSERT INTO TEST_ADW (invoice_id, json_doc) values(?, ?)", (preparedStatement, testInvoiceBo) -> { try { Gson gson = new GsonBuilder() .excludeFieldsWithoutExposeAnnotation() .create(); String invoiceId = testInvoiceBo.getINVOICE_ID(); String json = gson.toJson(testInvoiceBo); log.info("insertion information: {}", json); preparedStatement.setString(1, invoiceId); preparedStatement.setString(2, json); } catch (JsonIOException e) { log.error("Failed to parse JSON", e); } }, new JdbcExecutionOptions.Builder() .withBatchIntervalMs(0) .withBatchSize(1) .withMaxRetries(3) .build(), new JdbcConnectionOptions.JdbcConnectionOptionsBuilder() .withUrl(DB_URL) .withDriverName("oracle.jdbc.driver.OracleDriver") .withUsername("admin") .withPassword("password") .build())) .name("adwSink") .uid("adwSink") .setParallelism(1); The JDBC broken pipeline log: |
Re: Need help with JDBC Broken Pipeline Issue after some idle time
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Sorry for the uncompleted email. Error log of broken pipeline, the failed SQL will be executed after checkpoint automatic recovery. Please share some ideas on this issue. Really appreciate it. Thanks! 09:20:02,868 ERROR org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat - JDBC executeBatch error, retry times = 3 java.sql.SQLRecoverableException: Closed Connection at oracle.jdbc.driver.OracleStatement.ensureOpen(OracleStatement.java:4204) at oracle.jdbc.driver.OraclePreparedStatement.executeLargeBatch(OraclePreparedStatement.java:9515) at oracle.jdbc.driver.T4CPreparedStatement.executeLargeBatch(T4CPreparedStatement.java:1447) at oracle.jdbc.driver.OraclePreparedStatement.executeBatch(OraclePreparedStatement.java:9487) at oracle.jdbc.driver.OracleStatementWrapper.executeBatch(OracleStatementWrapper.java:237) at org.apache.flink.connector.jdbc.internal.executor.SimpleBatchStatementExecutor.executeBatch(SimpleBatchStatementExecutor.java:73) at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.attemptFlush(JdbcBatchingOutputFormat.java:216) at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.flush(JdbcBatchingOutputFormat.java:184) at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.close(JdbcBatchingOutputFormat.java:232) at org.apache.flink.connector.jdbc.internal.GenericJdbcSinkFunction.close(GenericJdbcSinkFunction.java:67) at org.apache.flink.api.common.functions.util.FunctionUtils.closeFunction(FunctionUtils.java:41) at org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.dispose(AbstractUdfStreamOperator.java:117) at org.apache.flink.streaming.runtime.tasks.StreamTask.disposeAllOperators(StreamTask.java:783) at org.apache.flink.streaming.runtime.tasks.StreamTask.runAndSuppressThrowable(StreamTask.java:762) at org.apache.flink.streaming.runtime.tasks.StreamTask.cleanUpInvoke(StreamTask.java:681) at org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:585) at org.apache.flink.runtime.taskmanager.Task.doRun(Task.java:755) at org.apache.flink.runtime.taskmanager.Task.run(Task.java:570) at java.base/java.lang.Thread.run(Thread.java:834) 09:20:02,869 WARN org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat - Writing records to JDBC failed. java.io.IOException: java.sql.SQLRecoverableException: Closed Connection at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.flush(JdbcBatchingOutputFormat.java:190) at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.close(JdbcBatchingOutputFormat.java:232) at org.apache.flink.connector.jdbc.internal.GenericJdbcSinkFunction.close(GenericJdbcSinkFunction.java:67) at org.apache.flink.api.common.functions.util.FunctionUtils.closeFunction(FunctionUtils.java:41) at org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.dispose(AbstractUdfStreamOperator.java:117) at org.apache.flink.streaming.runtime.tasks.StreamTask.disposeAllOperators(StreamTask.java:783) at org.apache.flink.streaming.runtime.tasks.StreamTask.runAndSuppressThrowable(StreamTask.java:762) at org.apache.flink.streaming.runtime.tasks.StreamTask.cleanUpInvoke(StreamTask.java:681) at org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:585) at org.apache.flink.runtime.taskmanager.Task.doRun(Task.java:755) at org.apache.flink.runtime.taskmanager.Task.run(Task.java:570) at java.base/java.lang.Thread.run(Thread.java:834) Caused by: java.sql.SQLRecoverableException: Closed Connection at oracle.jdbc.driver.OracleStatement.ensureOpen(OracleStatement.java:4204) at oracle.jdbc.driver.OraclePreparedStatement.executeLargeBatch(OraclePreparedStatement.java:9515) at oracle.jdbc.driver.T4CPreparedStatement.executeLargeBatch(T4CPreparedStatement.java:1447) at oracle.jdbc.driver.OraclePreparedStatement.executeBatch(OraclePreparedStatement.java:9487) at oracle.jdbc.driver.OracleStatementWrapper.executeBatch(OracleStatementWrapper.java:237) at org.apache.flink.connector.jdbc.internal.executor.SimpleBatchStatementExecutor.executeBatch(SimpleBatchStatementExecutor.java:73) at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.attemptFlush(JdbcBatchingOutputFormat.java:216) at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.flush(JdbcBatchingOutputFormat.java:184) ... 11 more 09:20:02,869 WARN org.apache.flink.streaming.connectors.kafka.FlinkKafkaProducer - Error closing producer. java.lang.NoSuchMethodError: org.apache.kafka.clients.producer.KafkaProducer.close(Ljava/time/Duration;)V at org.apache.flink.streaming.connectors.kafka.internals.FlinkKafkaInternalProducer.close(FlinkKafkaInternalProducer.java:172) at org.apache.flink.streaming.connectors.kafka.FlinkKafkaProducer.close(FlinkKafkaProducer.java:949) at org.apache.flink.api.common.functions.util.FunctionUtils.closeFunction(FunctionUtils.java:41) at org.apache.flink.streaming.api.operators.AbstractUdfStreamOperator.dispose(AbstractUdfStreamOperator.java:117) at org.apache.flink.streaming.runtime.tasks.StreamTask.disposeAllOperators(StreamTask.java:783) at org.apache.flink.streaming.runtime.tasks.StreamTask.runAndSuppressThrowable(StreamTask.java:762) at org.apache.flink.streaming.runtime.tasks.StreamTask.cleanUpInvoke(StreamTask.java:681) at org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:585) at org.apache.flink.runtime.taskmanager.Task.doRun(Task.java:755) at org.apache.flink.runtime.taskmanager.Task.run(Task.java:570) at java.base/java.lang.Thread.run(Thread.java:834) 09:20:02,871 WARN org.apache.flink.runtime.taskmanager.Task - ProcessTableOutput -> (Sink: adwSink, Sink: Print to Std. Out, Sink: invoice-notification, Sink: Print to Std. Out, Sink: header-notification, Sink: Print
to Std. Out, Sink: lines-notification, Sink: Print to Std. Out, Sink: distributions-notification) (1/1)#0 (b57e84496b38c77e8201536e7d0e3723) switched from RUNNING to FAILED. java.io.IOException: Writing records to JDBC failed. at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.writeRecord(JdbcBatchingOutputFormat.java:170) at org.apache.flink.connector.jdbc.internal.GenericJdbcSinkFunction.invoke(GenericJdbcSinkFunction.java:54) at org.apache.flink.streaming.api.operators.StreamSink.processElement(StreamSink.java:54) at org.apache.flink.streaming.runtime.tasks.CopyingChainingOutput.pushToOperator(CopyingChainingOutput.java:71) at org.apache.flink.streaming.runtime.tasks.CopyingChainingOutput.collect(CopyingChainingOutput.java:46) at org.apache.flink.streaming.runtime.tasks.CopyingChainingOutput.collect(CopyingChainingOutput.java:26) at org.apache.flink.streaming.runtime.tasks.BroadcastingOutputCollector.collect(BroadcastingOutputCollector.java:75) at org.apache.flink.streaming.runtime.tasks.BroadcastingOutputCollector.collect(BroadcastingOutputCollector.java:32) at org.apache.flink.streaming.api.operators.CountingOutput.collect(CountingOutput.java:50) at org.apache.flink.streaming.api.operators.CountingOutput.collect(CountingOutput.java:28) at org.apache.flink.streaming.api.operators.TimestampedCollector.collect(TimestampedCollector.java:50) at org.myorg.quickstart.processor.InvoiceBoProcessFunction.onTimer(InvoiceBoProcessFunction.java:504) at org.apache.flink.streaming.api.operators.KeyedProcessOperator.invokeUserFunction(KeyedProcessOperator.java:91) at org.apache.flink.streaming.api.operators.KeyedProcessOperator.onEventTime(KeyedProcessOperator.java:70) at org.apache.flink.streaming.api.operators.InternalTimerServiceImpl.advanceWatermark(InternalTimerServiceImpl.java:302) at org.apache.flink.streaming.api.operators.InternalTimeServiceManagerImpl.advanceWatermark(InternalTimeServiceManagerImpl.java:194) at org.apache.flink.streaming.api.operators.AbstractStreamOperator.processWatermark(AbstractStreamOperator.java:626) at org.apache.flink.streaming.runtime.tasks.OneInputStreamTask$StreamTaskNetworkOutput.emitWatermark(OneInputStreamTask.java:193) at org.apache.flink.streaming.runtime.streamstatus.StatusWatermarkValve.findAndOutputNewMinWatermarkAcrossAlignedChannels(StatusWatermarkValve.java:196) at org.apache.flink.streaming.runtime.streamstatus.StatusWatermarkValve.inputWatermark(StatusWatermarkValve.java:105) at org.apache.flink.streaming.runtime.io.StreamTaskNetworkInput.processElement(StreamTaskNetworkInput.java:206) at org.apache.flink.streaming.runtime.io.StreamTaskNetworkInput.emitNext(StreamTaskNetworkInput.java:174) at org.apache.flink.streaming.runtime.io.StreamOneInputProcessor.processInput(StreamOneInputProcessor.java:65) at org.apache.flink.streaming.runtime.tasks.StreamTask.processInput(StreamTask.java:395) at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.runMailboxLoop(MailboxProcessor.java:191) at org.apache.flink.streaming.runtime.tasks.StreamTask.runMailboxLoop(StreamTask.java:609) at org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:573) at org.apache.flink.runtime.taskmanager.Task.doRun(Task.java:755) at org.apache.flink.runtime.taskmanager.Task.run(Task.java:570) at java.base/java.lang.Thread.run(Thread.java:834) Caused by: java.io.IOException: Reestablish JDBC connection failed at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.flush(JdbcBatchingOutputFormat.java:202) at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.writeRecord(JdbcBatchingOutputFormat.java:167) ... 29 more Caused by: java.sql.SQLRecoverableException: Closed Connection at oracle.jdbc.driver.PhysicalConnection.needLine(PhysicalConnection.java:3525) at oracle.jdbc.driver.OracleStatement.closeOrCache(OracleStatement.java:1478) at oracle.jdbc.driver.OracleStatement.close(OracleStatement.java:1461) at oracle.jdbc.driver.OracleStatementWrapper.close(OracleStatementWrapper.java:122) at oracle.jdbc.driver.OraclePreparedStatementWrapper.close(OraclePreparedStatementWrapper.java:98) at org.apache.flink.connector.jdbc.internal.executor.SimpleBatchStatementExecutor.closeStatements(SimpleBatchStatementExecutor.java:81) at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.flush(JdbcBatchingOutputFormat.java:195) ... 30 more 09:20:02,872 INFO org.apache.flink.runtime.taskmanager.Task - Freeing task resources for ProcessTableOutput -> (Sink: adwSink, Sink: Print to Std. Out, Sink: invoice-notification, Sink: Print to Std. Out, Sink: header-notification,
Sink: Print to Std. Out, Sink: lines-notification, Sink: Print to Std. Out, Sink: distributions-notification) (1/1)#0 (b57e84496b38c77e8201536e7d0e3723). 09:20:02,878 INFO org.apache.flink.runtime.taskexecutor.TaskExecutor - Un-registering task and sending final execution state FAILED to JobManager for task ProcessTableOutput -> (Sink: adwSink, Sink: Print to Std. Out, Sink:
invoice-notification, Sink: Print to Std. Out, Sink: header-notification, Sink: Print to Std. Out, Sink: lines-notification, Sink: Print to Std. Out, Sink: distributions-notification) (1/1)#0 b57e84496b38c77e8201536e7d0e3723. 09:20:02,880 INFO org.apache.flink.runtime.executiongraph.ExecutionGraph - ProcessTableOutput -> (Sink: adwSink, Sink: Print to Std. Out, Sink: invoice-notification, Sink: Print to Std. Out, Sink: header-notification, Sink: Print
to Std. Out, Sink: lines-notification, Sink: Print to Std. Out, Sink: distributions-notification) (1/1) (b57e84496b38c77e8201536e7d0e3723) switched from RUNNING to FAILED on bc6eadd0-19bf-4924-9e6e-62ba5f239d1e @ localhost (dataPort=-1). java.io.IOException: Writing records to JDBC failed. at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.writeRecord(JdbcBatchingOutputFormat.java:170) at org.apache.flink.connector.jdbc.internal.GenericJdbcSinkFunction.invoke(GenericJdbcSinkFunction.java:54) at org.apache.flink.streaming.api.operators.StreamSink.processElement(StreamSink.java:54) at org.apache.flink.streaming.runtime.tasks.CopyingChainingOutput.pushToOperator(CopyingChainingOutput.java:71) at org.apache.flink.streaming.runtime.tasks.CopyingChainingOutput.collect(CopyingChainingOutput.java:46) at org.apache.flink.streaming.runtime.tasks.CopyingChainingOutput.collect(CopyingChainingOutput.java:26) at org.apache.flink.streaming.runtime.tasks.BroadcastingOutputCollector.collect(BroadcastingOutputCollector.java:75) at org.apache.flink.streaming.runtime.tasks.BroadcastingOutputCollector.collect(BroadcastingOutputCollector.java:32) at org.apache.flink.streaming.api.operators.CountingOutput.collect(CountingOutput.java:50) at org.apache.flink.streaming.api.operators.CountingOutput.collect(CountingOutput.java:28) at org.apache.flink.streaming.api.operators.TimestampedCollector.collect(TimestampedCollector.java:50) at org.myorg.quickstart.processor.InvoiceBoProcessFunction.onTimer(InvoiceBoProcessFunction.java:504) at org.apache.flink.streaming.api.operators.KeyedProcessOperator.invokeUserFunction(KeyedProcessOperator.java:91) at org.apache.flink.streaming.api.operators.KeyedProcessOperator.onEventTime(KeyedProcessOperator.java:70) at org.apache.flink.streaming.api.operators.InternalTimerServiceImpl.advanceWatermark(InternalTimerServiceImpl.java:302) at org.apache.flink.streaming.api.operators.InternalTimeServiceManagerImpl.advanceWatermark(InternalTimeServiceManagerImpl.java:194) at org.apache.flink.streaming.api.operators.AbstractStreamOperator.processWatermark(AbstractStreamOperator.java:626) at org.apache.flink.streaming.runtime.tasks.OneInputStreamTask$StreamTaskNetworkOutput.emitWatermark(OneInputStreamTask.java:193) at org.apache.flink.streaming.runtime.streamstatus.StatusWatermarkValve.findAndOutputNewMinWatermarkAcrossAlignedChannels(StatusWatermarkValve.java:196) at org.apache.flink.streaming.runtime.streamstatus.StatusWatermarkValve.inputWatermark(StatusWatermarkValve.java:105) at org.apache.flink.streaming.runtime.io.StreamTaskNetworkInput.processElement(StreamTaskNetworkInput.java:206) at org.apache.flink.streaming.runtime.io.StreamTaskNetworkInput.emitNext(StreamTaskNetworkInput.java:174) at org.apache.flink.streaming.runtime.io.StreamOneInputProcessor.processInput(StreamOneInputProcessor.java:65) at org.apache.flink.streaming.runtime.tasks.StreamTask.processInput(StreamTask.java:395) at org.apache.flink.streaming.runtime.tasks.mailbox.MailboxProcessor.runMailboxLoop(MailboxProcessor.java:191) at org.apache.flink.streaming.runtime.tasks.StreamTask.runMailboxLoop(StreamTask.java:609) at org.apache.flink.streaming.runtime.tasks.StreamTask.invoke(StreamTask.java:573) at org.apache.flink.runtime.taskmanager.Task.doRun(Task.java:755) at org.apache.flink.runtime.taskmanager.Task.run(Task.java:570) at java.base/java.lang.Thread.run(Thread.java:834) Caused by: java.io.IOException: Reestablish JDBC connection failed at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.flush(JdbcBatchingOutputFormat.java:202) at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.writeRecord(JdbcBatchingOutputFormat.java:167) ... 29 more Caused by: java.sql.SQLRecoverableException: Closed Connection at oracle.jdbc.driver.PhysicalConnection.needLine(PhysicalConnection.java:3525) at oracle.jdbc.driver.OracleStatement.closeOrCache(OracleStatement.java:1478) at oracle.jdbc.driver.OracleStatement.close(OracleStatement.java:1461) at oracle.jdbc.driver.OracleStatementWrapper.close(OracleStatementWrapper.java:122) at oracle.jdbc.driver.OraclePreparedStatementWrapper.close(OraclePreparedStatementWrapper.java:98) at org.apache.flink.connector.jdbc.internal.executor.SimpleBatchStatementExecutor.closeStatements(SimpleBatchStatementExecutor.java:81) at org.apache.flink.connector.jdbc.internal.JdbcBatchingOutputFormat.flush(JdbcBatchingOutputFormat.java:195) ... 30 more Thanks, Best regards, Fuyao From:
Fuyao Li <[hidden email]> Hi Flink Community, I need some help with JDBC sink in Datastream API. I can produce some records and sink it to database correctly. However, if I wait for 5 minutes between insertions. I will run into broken pipeline issue. Ater that, the Flink application
will restart and recover from checkpoint and execute the failed SQL query. I tried hard to search for resources to understand such broken pipeline will happen, but I still can’t understand it.
The interesting thing is that, if the idle time is around 3 minutes, everything seems to be fine. It seems to be a timeout related issue, but I just don’t know what should I do to fix the issue. I have shared the sink code. Could anyone share some ideas? Thank you so much! My environment settings: Flink version: 1.12.1 Scala version: 2.11 Java version: 1.11 Flink System parallelism: 1 JDBC Driver: Oracle ojdbc10 Database: Oracle Autonomous Database on Oracle Cloud Infrastructure(You can regard this as an cloud based Oracle Database) The code for the sink: boDataStream .addSink( JdbcSink.sink( "INSERT INTO TEST_ADW (invoice_id, json_doc) values(?, ?)", (preparedStatement, testInvoiceBo) -> { try { Gson gson = new GsonBuilder() .excludeFieldsWithoutExposeAnnotation() .create(); String invoiceId = testInvoiceBo.getINVOICE_ID(); String json = gson.toJson(testInvoiceBo); log.info("insertion information: {}", json); preparedStatement.setString(1, invoiceId); preparedStatement.setString(2, json); } catch (JsonIOException e) { log.error("Failed to parse JSON", e); } }, new JdbcExecutionOptions.Builder() .withBatchIntervalMs(0) .withBatchSize(1) .withMaxRetries(3) .build(), new JdbcConnectionOptions.JdbcConnectionOptionsBuilder() .withUrl(DB_URL) .withDriverName("oracle.jdbc.driver.OracleDriver") .withUsername("admin") .withPassword("password") .build())) .name("adwSink") .uid("adwSink") .setParallelism(1); The JDBC broken pipeline log: |
Re: Need help with JDBC Broken Pipeline Issue after some idle time
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It sounds like the jdbc driver's connection is closed somehow, and probably has nothing to do with flink itself. Maybe you could check if there's some settings on the db that could close the connection after some inactivity, or otherwise it could be your network drops the inactive tcp connection after some time (you can try to use tcp keepalive in this case). BR, Le mar. 2 mars 2021 à 19:38, Fuyao Li <[hidden email]> a écrit :
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Re: [External] : Re: Need help with JDBC Broken Pipeline Issue after some idle time
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Hi Qinghui, I agree. I am trying to found internal and resources on the internet to fix the issue.
Idle Time Limits
might be a reason. But after configuring those parameters and updated the sqlnet.ora to
WALLET_LOCATION = (SOURCE = (METHOD = file) (METHOD_DATA = (DIRECTORY="… "))) SQLNET.EXPIRE_TIME is kind of like heartbeat thing to keep the connection alive. It still doesn’t work after all of these configurations. Pretty weird… I will post a follow up if I could find the answer… Thanks. BR, Fuyao From:
XU Qinghui <[hidden email]> It sounds like the jdbc driver's connection is closed somehow, and probably has nothing to do with flink itself. BR, Le mar. 2 mars 2021 à 19:38, Fuyao Li <[hidden email]> a écrit :
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Re: [External] : Re: Need help with JDBC Broken Pipeline Issue after some idle time
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Hi Flink Community, After configuring the JDBC timeout time, I still could not get rid of the issue. https://issues.apache.org/jira/browse/FLINK-21674 I created a JIRA task to describe the problem. Any suggestion is appreciated. Best regards, Fuyao From:
Fuyao Li <[hidden email]> Hi Qinghui, I agree. I am trying to found internal and resources on the internet to fix the issue.
Idle Time Limits
might be a reason. But after configuring those parameters and updated the sqlnet.ora to
WALLET_LOCATION = (SOURCE = (METHOD = file) (METHOD_DATA = (DIRECTORY="… "))) SQLNET.EXPIRE_TIME is kind of like heartbeat thing to keep the connection alive. It still doesn’t work after all of these configurations. Pretty weird… I will post a follow up if I could find the answer… Thanks. BR, Fuyao From:
XU Qinghui <[hidden email]> It sounds like the jdbc driver's connection is closed somehow, and probably has nothing to do with flink itself. BR, Le mar. 2 mars 2021 à 19:38, Fuyao Li <[hidden email]> a écrit :
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