Cosmos Changefeed火花流随机停止

Question

我有一个 Spark 流式处理作业，它读取 Cosmos 更改源数据，如下所示，在具有 DBR 8.2 的数据砖集群中运行。

cosmos_config = {
  "spark.cosmos.accountEndpoint": cosmos_endpoint,
  "spark.cosmos.accountKey": cosmos_key,
  "spark.cosmos.database": cosmos_database,
  "spark.cosmos.container": collection,
  "spark.cosmos.read.partitioning.strategy": "Default",
  "spark.cosmos.read.inferSchema.enabled" : "false",
  "spark.cosmos.changeFeed.startFrom" : "Now",
  "spark.cosmos.changeFeed.mode" : "Incremental"
}

df_ read = (spark.readStream
                 .format("cosmos.oltp.changeFeed")
                 .options(**cosmos_config)
                 .schema(cosmos_schema)
                 .load())
                     
                     
df_write = (df_ read.withColumn("partition_date",current_date())
              .writeStream
              .partitionBy("partition_date")
              .format('delta')
              .option("path", master_path)
              .option("checkpointLocation", f"{master_path}_checkpointLocation")
              .queryName("cosmosStream")
              .trigger(processingTime='10 seconds')
              .start()
            )       

虽然作业正常工作，但偶尔，流会突然停止，并且在log4j输出中出现以下循环。重新启动作业将处理“待办事项”中的所有数据。以前有人经历过这样的事情吗？我不确定是什么原因造成的。有什么想法吗？

22/02/27 00:57:58 INFO HiveMetaStore: 1: get_database: default
22/02/27 00:57:58 INFO audit: ugi=root  ip=unknown-ip-addr  cmd=get_database: default   
22/02/27 00:57:58 INFO DriverCorral: Metastore health check ok
22/02/27 00:58:07 INFO HikariDataSource: metastore-monitor - Starting...
22/02/27 00:58:07 INFO HikariDataSource: metastore-monitor - Start completed.
22/02/27 00:58:07 INFO HikariDataSource: metastore-monitor - Shutdown initiated...
22/02/27 00:58:07 INFO HikariDataSource: metastore-monitor - Shutdown completed.
22/02/27 00:58:07 INFO MetastoreMonitor: Metastore healthcheck successful (connection duration = 88 milliseconds)
22/02/27 00:58:50 INFO RxDocumentClientImpl: Getting database account endpoint from https://<cosmosdb_endpoint>.documents.azure.com:443

Answer 1

您使用的是哪个版本的宇宙火花连接器？在 4.3.0 和 4.6.2 之间，在批量引入代码路径中修复了几个 bug。

看见https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3-1_2-12/CHANGELOG.md更多细节。