如何解决将Spark DataFrame写入BigQuery时遇到问题
我在将PySpark数据帧写入Google BigQuery时遇到了麻烦。精疲力竭的大多数选择和我的朋友可以做得很好（我们共享同一帐户）并拥有所有必需的权限。我从存储中读取数据没有问题，但是这个错误似乎很难查明，因为它似乎在系统上的其他地方都能正常工作。
<ipython-input-12-b67cd4daff47> in <module>
3 .option("temporaryGcsBucket","strictlypossession")\
4 .option("table","player_tweet_sentiment.test2")\
----> 5 .mode("overwrite")\
6 .save()
~/anaconda3/lib/python3.7/site-packages/pyspark/sql/readwriter.py in save(self,path,format,mode,partitionBy,**options)
735 self.format(format)
736 if path is None:
--> 737 self._jwrite.save()
738 else:
739 self._jwrite.save(path)
~/anaconda3/lib/python3.7/site-packages/py4j/java_gateway.py in __call__(self,*args)
1255 answer = self.gateway_client.send_command(command)
1256 return_value = get_return_value(
-> 1257 answer,self.gateway_client,self.target_id,self.name)
1258
1259 for temp_arg in temp_args:
~/anaconda3/lib/python3.7/site-packages/pyspark/sql/utils.py in deco(*a,**kw)
61 def deco(*a,**kw):
62 try:
---> 63 return f(*a,**kw)
64 except py4j.protocol.Py4JJavaError as e:
65 s = e.java_exception.toString()
~/anaconda3/lib/python3.7/site-packages/py4j/protocol.py in get_return_value(answer,gateway_client,target_id,name)
326 raise Py4JJavaError(
327 "An error occurred while calling {0}{1}{2}.\n".
--> 328 format(target_id,".",name),value)
329 else:
330 raise Py4JError(
Py4JJavaError: An error occurred while calling o155.save.
: java.lang.RuntimeException: Failed to write to BigQuery
at com.google.cloud.spark.bigquery.BigQueryWriteHelper.writeDataFrameToBigQuery(BigQueryWriteHelper.scala:71)
at com.google.cloud.spark.bigquery.BigQueryInsertableRelation.insert(BigQueryInsertableRelation.scala:42)
at com.google.cloud.spark.bigquery.BigQueryRelationProvider.createRelation(BigQueryRelationProvider.scala:86)
at org.apache.spark.sql.execution.datasources.SaveIntoDataSourceCommand.run(SaveIntoDataSourceCommand.scala:45)
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:86)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$1.apply(SparkPlan.scala:131)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$execute$1.apply(SparkPlan.scala:127)
at org.apache.spark.sql.execution.SparkPlan$$anonfun$executeQuery$1.apply(SparkPlan.scala:155)
at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151)
at org.apache.spark.sql.execution.SparkPlan.executeQuery(SparkPlan.scala:152)
at org.apache.spark.sql.execution.SparkPlan.execute(SparkPlan.scala:127)
at org.apache.spark.sql.execution.QueryExecution.toRdd$lzycompute(QueryExecution.scala:83)
at org.apache.spark.sql.execution.QueryExecution.toRdd(QueryExecution.scala:81)
at org.apache.spark.sql.DataFrameWriter$$anonfun$runCommand$1.apply(DataFrameWriter.scala:677)
at org.apache.spark.sql.DataFrameWriter$$anonfun$runCommand$1.apply(DataFrameWriter.scala:677)
at org.apache.spark.sql.execution.SQLExecution$$anonfun$withNewExecutionId$1.apply(SQLExecution.scala:80)
at org.apache.spark.sql.execution.SQLExecution$.withSQLConfPropagated(SQLExecution.scala:127)
at org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId(SQLExecution.scala:75)
at org.apache.spark.sql.DataFrameWriter.runCommand(DataFrameWriter.scala:677)
at org.apache.spark.sql.DataFrameWriter.saveToV1Source(DataFrameWriter.scala:286)
at org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:272)
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: Value <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"><html><head><meta http-equiv="refresh" content="0;url=https://searchassist.verizon.com/main?ParticipantID=euekiz39ksg8nwp7iqj2fp5wzfwi5q76&FailedURI=http%3A%2F%2Fmetadata.google.internal%2FcomputeMetadata%2Fv1%2Fproject%2Fproject-id&FailureMode=1&Implementation=&AddInType=4&Version=pywr1.0&ClientLocation=us"/><script type="text/javascript">url="https://searchassist.verizon.com/main?ParticipantID=euekiz39ksg8nwp7iqj2fp5wzfwi5q76&FailedURI=http%3A%2F%2Fmetadata.google.internal%2FcomputeMetadata%2Fv1%2Fproject%2Fproject-id&FailureMode=1&Implementation=&AddInType=4&Version=pywr1.0&ClientLocation=us";if(top.location!=location){var w=window,d=document,e=d.documentElement,b=d.body,x=w.innerWidth||e.clientWidth||b.clientWidth,y=w.innerHeight||e.clientHeight||b.clientHeight;url+="&w="+x+"&h="+y;}window.location.replace(url);</script></head><body></body></html> in content does not agree with value <!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"><html><head><meta http-equiv="refresh" content="0;url=https://searchassist.verizon.com/main?ParticipantID=euekiz39ksg8nwp7iqj2fp5wzfwi5q76&FailedURI=http%3A%2F%2Fmetadata.google.internal%2FcomputeMetadata%2Fv1%2Fproject%2Fproject-id&FailureMode=1&Implementation=&AddInType=4&Version=pywr1.0&ClientLocation=us"/><script type="text/javascript">url="https://searchassist.verizon.com/main?ParticipantID=euekiz39ksg8nwp7iqj2fp5wzfwi5q76&FailedURI=http%3A%2F%2Fmetadata.google.internal%2FcomputeMetadata%2Fv1%2Fproject%2Fproject-id&FailureMode=1&Implementation=&AddInType=4&Version=pywr1.0&ClientLocation=us";if(top.location!=location){var w=window,y=w.innerHeight||e.clientHeight||b.clientHeight;url ="&w=" x "&h=" y;}window.location.replace(url);</script></head><body></body></html>. This can happen when a value set through a parameter is inconsistent with a value set in the request.
at com.google.cloud.spark.bigquery.repackaged.com.google.cloud.bigquery.spi.v2.HttpBigQueryRpc.translate(HttpBigQueryRpc.java:106)
at com.google.cloud.spark.bigquery.repackaged.com.google.cloud.bigquery.spi.v2.HttpBigQueryRpc.create(HttpBigQueryRpc.java:206)
at com.google.cloud.spark.bigquery.repackaged.com.google.cloud.bigquery.BigQueryImpl$5.call(BigQueryImpl.java:324)
at com.google.cloud.spark.bigquery.repackaged.com.google.cloud.bigquery.BigQueryImpl$5.call(BigQueryImpl.java:321)
at com.google.cloud.spark.bigquery.repackaged.com.google.api.gax.retrying.DirectRetryingExecutor.submit(DirectRetryingExecutor.java:105)
at com.google.cloud.spark.bigquery.repackaged.com.google.cloud.RetryHelper.run(RetryHelper.java:76)
at com.google.cloud.spark.bigquery.repackaged.com.google.cloud.RetryHelper.runWithRetries(RetryHelper.java:50)
at com.google.cloud.spark.bigquery.repackaged.com.google.cloud.bigquery.BigQueryImpl.create(BigQueryImpl.java:320)
at com.google.cloud.spark.bigquery.repackaged.com.google.cloud.bigquery.BigQueryImpl.create(BigQueryImpl.java:295)
at com.google.cloud.spark.bigquery.BigQueryWriteHelper.loadDataToBigQuery(BigQueryWriteHelper.scala:136)
at com.google.cloud.spark.bigquery.BigQueryWriteHelper.writeDataFrameToBigQuery(BigQueryWriteHelper.scala:77)
... 33 more
Caused by: com.google.cloud.spark.bigquery.repackaged.com.google.api.client.googleapis.json.GoogleJsonResponseException: 400 Bad Request
{
"code" : 400,"errors" : [ {
"domain" : "global","message" : "Value <!DOCTYPE html PUBLIC \"-//W3C//DTD XHTML 1.0 Transitional//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd\"><html><head><meta http-equiv=\"refresh\" content=\"0;url=https://searchassist.verizon.com/main?ParticipantID=euekiz39ksg8nwp7iqj2fp5wzfwi5q76&FailedURI=http%3A%2F%2Fmetadata.google.internal%2FcomputeMetadata%2Fv1%2Fproject%2Fproject-id&FailureMode=1&Implementation=&AddInType=4&Version=pywr1.0&ClientLocation=us\"/><script type=\"text/javascript\">url=\"https://searchassist.verizon.com/main?ParticipantID=euekiz39ksg8nwp7iqj2fp5wzfwi5q76&FailedURI=http%3A%2F%2Fmetadata.google.internal%2FcomputeMetadata%2Fv1%2Fproject%2Fproject-id&FailureMode=1&Implementation=&AddInType=4&Version=pywr1.0&ClientLocation=us\";if(top.location!=location){var w=window,y=w.innerHeight||e.clientHeight||b.clientHeight;url+=\"&w=\"+x+\"&h=\"+y;}window.location.replace(url);</script></head><body></body></html> in content does not agree with value <!DOCTYPE html PUBLIC \"-//W3C//DTD XHTML 1.0 Transitional//EN\" \"http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd\"><html><head><meta http-equiv=\"refresh\" content=\"0;url=https://searchassist.verizon.com/main?ParticipantID=euekiz39ksg8nwp7iqj2fp5wzfwi5q76&FailedURI=http%3A%2F%2Fmetadata.google.internal%2FcomputeMetadata%2Fv1%2Fproject%2Fproject-id&FailureMode=1&Implementation=&AddInType=4&Version=pywr1.0&ClientLocation=us\"/><script type=\"text/javascript\">url=\"https://searchassist.verizon.com/main?ParticipantID=euekiz39ksg8nwp7iqj2fp5wzfwi5q76&FailedURI=http%3A%2F%2Fmetadata.google.internal%2FcomputeMetadata%2Fv1%2Fproject%2Fproject-id&FailureMode=1&Implementation=&AddInType=4&Version=pywr1.0&ClientLocation=us\";if(top.location!=location){var w=window,y=w.innerHeight||e.clientHeight||b.clientHeight;url =\"&w=\" x \"&h=\" y;}window.location.replace(url);</script></head><body></body></html>. This can happen when a value set through a parameter is inconsistent with a value set in the request.","reason" : "invalidParameter"
} ],"status" : "INVALID_ARGUMENT"
}
at com.google.cloud.spark.bigquery.repackaged.com.google.api.client.googleapis.json.GoogleJsonResponseException.from(GoogleJsonResponseException.java:150)
at com.google.cloud.spark.bigquery.repackaged.com.google.api.client.googleapis.services.json.AbstractGoogleJsonClientRequest.newExceptionOnError(AbstractGoogleJsonClientRequest.java:113)
at com.google.cloud.spark.bigquery.repackaged.com.google.api.client.googleapis.services.json.AbstractGoogleJsonClientRequest.newExceptionOnError(AbstractGoogleJsonClientRequest.java:40)
at com.google.cloud.spark.bigquery.repackaged.com.google.api.client.googleapis.services.AbstractGoogleClientRequest$1.interceptResponse(AbstractGoogleClientRequest.java:444)
at com.google.cloud.spark.bigquery.repackaged.com.google.api.client.http.HttpRequest.execute(HttpRequest.java:1108)
at com.google.cloud.spark.bigquery.repackaged.com.google.api.client.googleapis.services.AbstractGoogleClientRequest.executeUnparsed(AbstractGoogleClientRequest.java:542)
at com.google.cloud.spark.bigquery.repackaged.com.google.api.client.googleapis.services.AbstractGoogleClientRequest.executeUnparsed(AbstractGoogleClientRequest.java:475)
at com.google.cloud.spark.bigquery.repackaged.com.google.api.client.googleapis.services.AbstractGoogleClientRequest.execute(AbstractGoogleClientRequest.java:592)
at com.google.cloud.spark.bigquery.repackaged.com.google.cloud.bigquery.spi.v2.HttpBigQueryRpc.create(HttpBigQueryRpc.java:204)
... 42 more```
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