Spark读取Minio遇NoAuthWithAWSException异常求助
Spark读取Minio时遭遇
NoAuthWithAWSException错误,程序卡在read阶段 使用Spark读取Minio时触发NoAuthWithAWSException: Credentials requested after provider list was closed错误,程序卡在read()阶段,无法推进到write()步骤。
相关代码
public static void main(String[] args) { SparkConf sparkConf = new SparkConf() .setAppName("test") .set("spark.delta.logStore.class", "org.apache.spark.sql.delta.storage.S3SingleDriverLogStore") .set("spark.hadoop.fs.s3a.endpoint", "http://localhost:9000") .set("spark.hadoop.fs.s3a.access.key", "minio") .set("spark.hadoop.fs.s3a.secret.key", "minio123") .set("spark.hadoop.fs.s3a.path.style.access", "true") .set("spark.hadoop.fs.s3a.connection.ssl.enabled", "false") .set("spark.hadoop.fs.s3a.impl", "org.apache.hadoop.fs.s3a.S3AFileSystem"); SparkSession sparkSession = SparkSession.builder() .master("local") .config(sparkConf) .getOrCreate(); System.out.println("********** Reading from minio **********"); Dataset<Row> csv = sparkSession .read() .format("csv") .option("header","true") .csv("s3a://spark-test/test.csv"); System.out.println("********** Writing to minio **********"); csv.write().mode("overwrite").format("delta").save("s3a://spark-test/deltafile"); }
程序执行挂起时的输出
********** Reading from minio ********** 23/05/16 20:07:00 INFO SharedState: Setting hive.metastore.warehouse.dir ('null') to the value of spark.sql.warehouse.dir. 23/05/16 20:07:00 INFO SharedState: Warehouse path is 'file:/C:/<...>/spark-warehouse'. 23/05/16 20:07:02 WARN MetricsConfig: Cannot locate configuration: tried hadoop-metrics2-s3a-file-system.properties,hadoop-metrics2.properties 23/05/16 20:07:02 INFO MetricsSystemImpl: Scheduled Metric snapshot period at 10 second(s). 23/05/16 20:07:02 INFO MetricsSystemImpl: s3a-file-system metrics system started 23/05/16 20:07:11 WARN ProcfsMetricsGetter: Exception when trying to compute pagesize, as a result reporting of ProcessTree metrics is stopped
等待约5分钟后停止程序的输出
23/05/16 20:11:53 INFO SparkContext: Invoking stop() from shutdown hook 23/05/16 20:11:53 INFO SparkUI: Stopped Spark web UI at http://BAH5CD010DT15.resource.ds.bah.com:4041 23/05/16 20:11:53 INFO MapOutputTrackerMasterEndpoint: MapOutputTrackerMasterEndpoint stopped! 23/05/16 20:11:53 INFO MemoryStore: MemoryStore cleared 23/05/16 20:11:53 INFO BlockManager: BlockManager stopped 23/05/16 20:11:53 INFO BlockManagerMaster: BlockManagerMaster stopped 23/05/16 20:11:53 INFO OutputCommitCoordinator$OutputCommitCoordinatorEndpoint: OutputCommitCoordinator stopped! 23/05/16 20:11:53 INFO SparkContext: Successfully stopped SparkContext 23/05/16 20:11:53 INFO ShutdownHookManager: Shutdown hook called 23/05/16 20:11:53 INFO ShutdownHookManager: Deleting directory C:\Users\611528\AppData\Local\Temp\1\spark-9f08dab0-3643-4cec-9d40-443b5db388be 23/05/16 20:11:53 INFO MetricsSystemImpl: Stopping s3a-file-system metrics system... 23/05/16 20:11:53 INFO MetricsSystemImpl: s3a-file-system metrics system stopped. 23/05/16 20:11:53 INFO MetricsSystemImpl: s3a-file-system metrics system shutdown complete.
等待1分钟后停止程序的额外报错
23/05/16 20:13:26 WARN AWSCredentialProviderList: Credentials requested after provider list was closed 23/05/16 20:13:26 WARN FileStreamSink: Assume no metadata directory. Error while looking for metadata directory in the path: s3a://spark-test/test.csv. java.nio.file.AccessDeniedException: s3a://spark-test/test.csv: org.apache.hadoop.fs.s3a.auth.NoAuthWithAWSException: Credentials requested after provider list was closed
已花费一整天排查仍未找到解决方案,恳请各位提供帮助。
内容的提问来源于stack exchange,提问作者Jon Hayden
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