apache-spark - Bigquery : An internal error occurred and the request could not be completed. Error: 80038528

Question

While dumping records from spark dataframe to Bigquery, getting below error:

The usecase is to dump streaming data to Bigquery. Steps Followed:

a) Converted streaming rdd to df

b) Writing df to bigquery

Note : When using smaller dataset with 10-15 columns the data gets loaded but as soon as I try using the same on 150 columns , throws error.

py4j.protocol.Py4JJavaError: An error occurred while calling o162.save.
: java.lang.RuntimeException: Failed to write to BigQuery
        at com.google.cloud.spark.bigquery.BigQueryWriteHelper.writeDataFrameToBigQuery(BigQueryWriteHelper.scala:92)
        at com.google.cloud.spark.bigquery.BigQueryInsertableRelation.insert(BigQueryInsertableRelation.scala:43)
        at com.google.cloud.spark.bigquery.BigQueryRelationProvider.createRelation(BigQueryRelationProvider.scala:112)
        at org.apache.spark.sql.execution.datasources.SaveIntoDataSourceCommand.run(SaveIntoDataSourceCommand.scala:46)
        at org.apache.spark.sql.execution.command.ExecutedCommandExec.sideEffectResult$lzycompute(commands.scala:70)
        at org.apache.spark.sql.execution.command.ExecutedCommandExec.sideEffectResult(commands.scala:68)
        at org.apache.spark.sql.execution.command.ExecutedCommandExec.doExecute(commands.scala:90)
        at org.apache.spark.sql.execution.SparkPlan.$anonfun$execute$1(SparkPlan.scala:180)
        at org.apache.spark.sql.execution.SparkPlan.$anonfun$executeQuery$1(SparkPlan.scala:218)
        at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151)
        at org.apache.spark.sql.execution.SparkPlan.executeQuery(SparkPlan.scala:215)
        at org.apache.spark.sql.execution.SparkPlan.execute(SparkPlan.scala:176)
        at org.apache.spark.sql.execution.QueryExecution.toRdd$lzycompute(QueryExecution.scala:132)
        at org.apache.spark.sql.execution.QueryExecution.toRdd(QueryExecution.scala:131)
        at org.apache.spark.sql.DataFrameWriter.$anonfun$runCommand$1(DataFrameWriter.scala:989)
        at org.apache.spark.sql.execution.SQLExecution$.$anonfun$withNewExecutionId$5(SQLExecution.scala:103)
        at org.apache.spark.sql.execution.SQLExecution$.withSQLConfPropagated(SQLExecution.scala:163)
        at org.apache.spark.sql.execution.SQLExecution$.$anonfun$withNewExecutionId$1(SQLExecution.scala:90)
        at org.apache.spark.sql.SparkSession.withActive(SparkSession.scala:772)
        at org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId(SQLExecution.scala:64)
        at org.apache.spark.sql.DataFrameWriter.runCommand(DataFrameWriter.scala:989)
        at org.apache.spark.sql.DataFrameWriter.saveToV1Source(DataFrameWriter.scala:438)
        at org.apache.spark.sql.DataFrameWriter.saveInternal(DataFrameWriter.scala:415)
        at org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:301)
        at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
        at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
        at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
        at java.lang.reflect.Method.invoke(Method.java:498)
        at py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:244)
        at py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:357)
        at py4j.Gateway.invoke(Gateway.java:282)
        at py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:132)
        at py4j.commands.CallCommand.execute(CallCommand.java:79)
        at py4j.GatewayConnection.run(GatewayConnection.java:238)
        at java.lang.Thread.run(Thread.java:748)
Caused by: com.google.cloud.spark.bigquery.repackaged.com.google.cloud.bigquery.BigQueryException: An internal error occurred and the request could not be completed. Error: 80038528
        at com.google.cloud.spark.bigquery.repackaged.com.google.cloud.bigquery.Job.reload(Job.java:411)
        at com.google.cloud.spark.bigquery.repackaged.com.google.cloud.bigquery.Job.waitFor(Job.java:248)
        at com.google.cloud.spark.bigquery.repackaged.com.google.cloud.bigquery.connector.common.BigQueryClient.createAndWaitFor(BigQueryClient.java:179)
        at com.google.cloud.spark.bigquery.BigQueryWriteHelper.finishedJob$lzycompute$1(BigQueryWriteHelper.scala:152)
        at com.google.cloud.spark.bigquery.BigQueryWriteHelper.finishedJob$1(BigQueryWriteHelper.scala:152)
        at com.google.cloud.spark.bigquery.BigQueryWriteHelper.$anonfun$loadDataToBigQuery$3(BigQueryWriteHelper.scala:154)
        at org.apache.spark.internal.Logging.logInfo(Logging.scala:57)
        at org.apache.spark.internal.Logging.logInfo$(Logging.scala:56)
        at com.google.cloud.spark.bigquery.BigQueryWriteHelper.logInfo(BigQueryWriteHelper.scala:32)
        at com.google.cloud.spark.bigquery.BigQueryWriteHelper.loadDataToBigQuery(BigQueryWriteHelper.scala:154)
        at com.google.cloud.spark.bigquery.BigQueryWriteHelper.writeDataFrameToBigQuery(BigQueryWriteHelper.scala:89)
        ... 34 more

From the error it seems BigqueryWriteHelper class is throwing issue.

标签： apache-sparkpysparkgoogle-bigquery