databricks笔记本中的cosmos db写入问题

6qftjkof  于 2021-05-27  发布在  Spark
关注(0)|答案(1)|浏览(454)

根据databricks文件-https://docs.databricks.com/data/data-sources/azure/cosmosdb-connector.html，我下载了最新的azure-cosmosdb-spark库（azure-cosmosdb-spark_2.4.0_2.11-2.1.2-uber.jar）并放在dbfs的libraries位置。
当试图将Dataframe中的数据写入cosmos容器时，我得到以下错误，任何帮助都将不胜感激。
我的databricks运行时版本是：7.0（包括apachespark3.0.0和scala 2.12）
从笔记本导入：

import java.time.LocalDateTime
import java.time.format.DateTimeFormatter
import org.apache.spark.sql.{DataFrame, SaveMode, SparkSession}
import org.apache.spark.sql.types.{StructField, _}
import org.apache.spark.sql.functions._
import com.microsoft.azure.cosmosdb.spark.schema._
import com.microsoft.azure.cosmosdb.spark.CosmosDBSpark
import com.microsoft.azure.cosmosdb.spark.config._

val dtcCANWrite = Config(Map(
  "Endpoint" -> "NOT DISPLAYED",
  "Masterkey" -> "NOT DISPLAYED",
  "Database" -> "NOT DISPLAYED",
  "Collection" -> "NOT DISPLAYED",
  "preferredRegions" -> "NOT DISPLAYED",
  "Upsert" -> "true"
))

distinctCANDF.write.mode(SaveMode.Append).cosmosDB(dtcCANWrite)

错误：

at com.microsoft.azure.cosmosdb.spark.config.CosmosDBConfigBuilder.<init>(CosmosDBConfigBuilder.scala:31)
    at com.microsoft.azure.cosmosdb.spark.config.Config$.apply(Config.scala:259)
    at com.microsoft.azure.cosmosdb.spark.config.Config$.apply(Config.scala:240)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:7)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:69)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:71)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:73)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:75)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:77)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:79)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:81)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:83)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:85)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:87)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:89)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:91)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw.<init>(command-3649834446724317:93)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw.<init>(command-3649834446724317:95)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw.<init>(command-3649834446724317:97)
    at line6d80624d7a774601af6eb962eb59453253.$read.<init>(command-3649834446724317:99)
    at line6d80624d7a774601af6eb962eb59453253.$read$.<init>(command-3649834446724317:103)
    at line6d80624d7a774601af6eb962eb59453253.$read$.<clinit>(command-3649834446724317)
    at line6d80624d7a774601af6eb962eb59453253.$eval$.$print$lzycompute(<notebook>:7)
    at line6d80624d7a774601af6eb962eb59453253.$eval$.$print(<notebook>:6)
    at line6d80624d7a774601af6eb962eb59453253.$eval.$print(<notebook>)
    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 scala.tools.nsc.interpreter.IMain$ReadEvalPrint.call(IMain.scala:745)
    at scala.tools.nsc.interpreter.IMain$Request.loadAndRun(IMain.scala:1021)
    at scala.tools.nsc.interpreter.IMain.$anonfun$interpret$1(IMain.scala:574)
    at scala.reflect.internal.util.ScalaClassLoader.asContext(ScalaClassLoader.scala:41)
    at scala.reflect.internal.util.ScalaClassLoader.asContext$(ScalaClassLoader.scala:37)
    at scala.reflect.internal.util.AbstractFileClassLoader.asContext(AbstractFileClassLoader.scala:41)
    at scala.tools.nsc.interpreter.IMain.loadAndRunReq$1(IMain.scala:573)
    at scala.tools.nsc.interpreter.IMain.interpret(IMain.scala:600)
    at scala.tools.nsc.interpreter.IMain.interpret(IMain.scala:570)
    at com.databricks.backend.daemon.driver.DriverILoop.execute(DriverILoop.scala:215)
    at com.databricks.backend.daemon.driver.ScalaDriverLocal.$anonfun$repl$1(ScalaDriverLocal.scala:202)
    at scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)
    at com.databricks.backend.daemon.driver.DriverLocal$TrapExitInternal$.trapExit(DriverLocal.scala:714)
    at com.databricks.backend.daemon.driver.DriverLocal$TrapExit$.apply(DriverLocal.scala:667)
    at com.databricks.backend.daemon.driver.ScalaDriverLocal.repl(ScalaDriverLocal.scala:202)
    at com.databricks.backend.daemon.driver.DriverLocal.$anonfun$execute$10(DriverLocal.scala:396)
    at com.databricks.logging.UsageLogging.$anonfun$withAttributionContext$1(UsageLogging.scala:238)
    at scala.util.DynamicVariable.withValue(DynamicVariable.scala:62)
    at com.databricks.logging.UsageLogging.withAttributionContext(UsageLogging.scala:233)
    at com.databricks.logging.UsageLogging.withAttributionContext$(UsageLogging.scala:230)
    at com.databricks.backend.daemon.driver.DriverLocal.withAttributionContext(DriverLocal.scala:49)
    at com.databricks.logging.UsageLogging.withAttributionTags(UsageLogging.scala:275)
    at com.databricks.logging.UsageLogging.withAttributionTags$(UsageLogging.scala:268)
    at com.databricks.backend.daemon.driver.DriverLocal.withAttributionTags(DriverLocal.scala:49)
    at com.databricks.backend.daemon.driver.DriverLocal.execute(DriverLocal.scala:373)
    at com.databricks.backend.daemon.driver.DriverWrapper.$anonfun$tryExecutingCommand$1(DriverWrapper.scala:653)
    at scala.util.Try$.apply(Try.scala:213)
    at com.databricks.backend.daemon.driver.DriverWrapper.tryExecutingCommand(DriverWrapper.scala:645)
    at com.databricks.backend.daemon.driver.DriverWrapper.getCommandOutputAndError(DriverWrapper.scala:486)
    at com.databricks.backend.daemon.driver.DriverWrapper.executeCommand(DriverWrapper.scala:598)
    at com.databricks.backend.daemon.driver.DriverWrapper.runInnerLoop(DriverWrapper.scala:391)
    at com.databricks.backend.daemon.driver.DriverWrapper.runInner(DriverWrapper.scala:337)
    at com.databricks.backend.daemon.driver.DriverWrapper.run(DriverWrapper.scala:219)
    at java.lang.Thread.run(Thread.java:748)
Caused by: java.lang.ClassNotFoundException: scala.Product$class
    at java.net.URLClassLoader.findClass(URLClassLoader.java:382)
    at java.lang.ClassLoader.loadClass(ClassLoader.java:418)
    at com.databricks.backend.daemon.driver.ClassLoaders$LibraryClassLoader.loadClass(ClassLoaders.scala:151)
    at java.lang.ClassLoader.loadClass(ClassLoader.java:351)
    at com.microsoft.azure.cosmosdb.spark.config.CosmosDBConfigBuilder.<init>(CosmosDBConfigBuilder.scala:31)
    at com.microsoft.azure.cosmosdb.spark.config.Config$.apply(Config.scala:259)
    at com.microsoft.azure.cosmosdb.spark.config.Config$.apply(Config.scala:240)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:7)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:69)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:71)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:73)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:75)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:77)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:79)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:81)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:83)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:85)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:87)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:89)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw$$iw.<init>(command-3649834446724317:91)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw$$iw.<init>(command-3649834446724317:93)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw$$iw.<init>(command-3649834446724317:95)
    at line6d80624d7a774601af6eb962eb59453253.$read$$iw.<init>(command-3649834446724317:97)
    at line6d80624d7a774601af6eb962eb59453253.$read.<init>(command-3649834446724317:99)
    at line6d80624d7a774601af6eb962eb59453253.$read$.<init>(command-3649834446724317:103)
    at line6d80624d7a774601af6eb962eb59453253.$read$.<clinit>(command-3649834446724317)
    at line6d80624d7a774601af6eb962eb59453253.$eval$.$print$lzycompute(<notebook>:7)
    at line6d80624d7a774601af6eb962eb59453253.$eval$.$print(<notebook>:6)
    at line6d80624d7a774601af6eb962eb59453253.$eval.$print(<notebook>)
    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 scala.tools.nsc.interpreter.IMain$ReadEvalPrint.call(IMain.scala:745)
    at scala.tools.nsc.interpreter.IMain$Request.loadAndRun(IMain.scala:1021)
    at scala.tools.nsc.interpreter.IMain.$anonfun$interpret$1(IMain.scala:574)
    at scala.reflect.internal.util.ScalaClassLoader.asContext(ScalaClassLoader.scala:41)
    at scala.reflect.internal.util.ScalaClassLoader.asContext$(ScalaClassLoader.scala:37)
    at scala.reflect.internal.util.AbstractFileClassLoader.asContext(AbstractFileClassLoader.scala:41)
    at scala.tools.nsc.interpreter.IMain.loadAndRunReq$1(IMain.scala:573)
    at scala.tools.nsc.interpreter.IMain.interpret(IMain.scala:600)
    at scala.tools.nsc.interpreter.IMain.interpret(IMain.scala:570)
    at com.databricks.backend.daemon.driver.DriverILoop.execute(DriverILoop.scala:215)
    at com.databricks.backend.daemon.driver.ScalaDriverLocal.$anonfun$repl$1(ScalaDriverLocal.scala:202)
    at scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)
    at com.databricks.backend.daemon.driver.DriverLocal$TrapExitInternal$.trapExit(DriverLocal.scala:714)
    at com.databricks.backend.daemon.driver.DriverLocal$TrapExit$.apply(DriverLocal.scala:667)
    at com.databricks.backend.daemon.driver.ScalaDriverLocal.repl(ScalaDriverLocal.scala:202)
    at com.databricks.backend.daemon.driver.DriverLocal.$anonfun$execute$10(DriverLocal.scala:396)
    at com.databricks.logging.UsageLogging.$anonfun$withAttributionContext$1(UsageLogging.scala:238)
    at scala.util.DynamicVariable.withValue(DynamicVariable.scala:62)
    at com.databricks.logging.UsageLogging.withAttributionContext(UsageLogging.scala:233)
    at com.databricks.logging.UsageLogging.withAttributionContext$(UsageLogging.scala:230)
    at com.databricks.backend.daemon.driver.DriverLocal.withAttributionContext(DriverLocal.scala:49)
    at com.databricks.logging.UsageLogging.withAttributionTags(UsageLogging.scala:275)
    at com.databricks.logging.UsageLogging.withAttributionTags$(UsageLogging.scala:268)
    at com.databricks.backend.daemon.driver.DriverLocal.withAttributionTags(DriverLocal.scala:49)
    at com.databricks.backend.daemon.driver.DriverLocal.execute(DriverLocal.scala:373)
    at com.databricks.backend.daemon.driver.DriverWrapper.$anonfun$tryExecutingCommand$1(DriverWrapper.scala:653)
    at scala.util.Try$.apply(Try.scala:213)
    at com.databricks.backend.daemon.driver.DriverWrapper.tryExecutingCommand(DriverWrapper.scala:645)
    at com.databricks.backend.daemon.driver.DriverWrapper.getCommandOutputAndError(DriverWrapper.scala:486)
    at com.databricks.backend.daemon.driver.DriverWrapper.executeCommand(DriverWrapper.scala:598)
    at com.databricks.backend.daemon.driver.DriverWrapper.runInnerLoop(DriverWrapper.scala:391)
    at com.databricks.backend.daemon.driver.DriverWrapper.runInner(DriverWrapper.scala:337)
    at com.databricks.backend.daemon.driver.DriverWrapper.run(DriverWrapper.scala:219)
    at java.lang.Thread.run(Thread.java:748)
apache-sparkapache-spark-sqlazure-cosmosdb

1条答案

按热度按时间
wn9m85ua

wn9m85ua1#

谢谢雷恩·拉尔的建议。所以问题来自版本冲突。
解决方案的版本被降级。在这种情况下，您可以从spark 3.0.0、scala 2.12降级到spark 2.4.4、scala 2.11。

赞(0）分享  回复(0）举报  2021-05-27
我来回答

相关问题

    查看更多

    热门标签

    更多
    JavaquerypythonNode开发语言requestUtil数据库Table后端算法LoggerMessageElementParser

    最新问答

    更多
    • 蜀ICP备13028337号-1 大数据知识库 https://www.saoniuhuo.com © All rights reserved
    • 本站内容来源互联网,如果侵犯您的权益请联系我们删除, 联系方式：448109455@qq.com