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Jobs

These articles can help you with your Databricks jobs.

30 Articles in this category

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Distinguish active and dead jobs

Learn how to distinguish between active and dead Databricks jobs....

Last updated: May 10th, 2022 by Adam Pavlacka

Spark job fails with Driver is temporarily unavailable

Learn how to distinguish between active and dead Databricks jobs....

Last updated: May 10th, 2022 by Adam Pavlacka

How to delete all jobs using the REST API

Learn how to delete all Databricks jobs using the REST API....

Last updated: May 10th, 2022 by Adam Pavlacka

Identify less used jobs

Identify rarely used and less used jobs in a workspace and delete them in order to stay under the job limit....

Last updated: May 10th, 2022 by Adam Pavlacka

Job cluster limits on notebook output

Job clusters have a maximum notebook output size of 20 MB. If the output is larger, it results in an error....

Last updated: May 10th, 2022 by Jose Gonzalez

Job fails, but Apache Spark tasks finish

Your job fails, but all of the Apache Spark tasks have completed successfully. You are using spark.stop() or System.exit(0) in your code....

Last updated: May 10th, 2022 by harikrishnan.kunhumveettil

Job fails due to job rate limit

Learn how to resolve Databricks job failures due to job rate limits....

Last updated: May 10th, 2022 by Adam Pavlacka

Create table in overwrite mode fails when interrupted

Learn how to troubleshoot failures that occur when you rerun an Apache Spark write operation by cancelling the currently running job....

Last updated: May 10th, 2022 by Adam Pavlacka

Apache Spark Jobs hang due to non-deterministic custom UDF

Learn what to do when your Apache Spark job hangs due to a non-deterministic custom UDF....

Last updated: May 10th, 2022 by Adam Pavlacka

Apache Spark job fails with Failed to parse byte string

Apache Spark job fails with a Failed to parse byte string error....

Last updated: May 10th, 2022 by noopur.nigam

Apache Spark UI shows wrong number of jobs

Apache Spark UI shows the wrong number of active jobs....

Last updated: May 11th, 2022 by ashish

Apache Spark job fails with a Connection pool shut down error

Apache Spark job fails with a java.lang.IllegalStateException: Connection pool shut down error....

Last updated: May 11th, 2022 by noopur.nigam

Job fails with atypical errors message

Job run is throttled and fails due to observing atypical errors message....

Last updated: May 11th, 2022 by Adam Pavlacka

Apache Spark job fails with maxResultSize exception

Learn what to do when an Apache Spark job fails with a maxResultSize exception....

Last updated: May 11th, 2022 by Adam Pavlacka

Databricks job fails because library is not installed

Learn how to prevent Databricks jobs from failing due to uninstalled libraries....

Last updated: May 11th, 2022 by Adam Pavlacka

Job failure due to Azure Data Lake Storage (ADLS) CREATE limits

Learn what to do when your Databricks job fails due to Azure Data Lake Storage CREATE limits....

Last updated: May 11th, 2022 by Adam Pavlacka

Job fails with invalid access token

Jobs that run more than 48 hours fail with invalid access token error when the dbutils token expires....

Last updated: May 11th, 2022 by manjunath.swamy

How to ensure idempotency for jobs

Learn how to ensure that jobs submitted through the Databricks REST API aren't duplicated if there is a retry after a request times out....

Last updated: May 11th, 2022 by Adam Pavlacka

Monitor running jobs with a Job Run dashboard

Learn about using the Job Run dashboard in a workspace....

Last updated: May 11th, 2022 by Adam Pavlacka

Streaming job has degraded performance

Streaming job has poor performance after stopping and restarting from same checkpoint....

Last updated: May 11th, 2022 by ashish

Task deserialization time is high

Configure cluster-installed libraries to install on executors at cluster launch vs executor launch to speed up your job task runs....

Last updated: February 23rd, 2023 by Adam Pavlacka

Pass arguments to a notebook as a list

Use a JSON file to temporarily store arguments that you want to use in your notebook....

Last updated: October 29th, 2022 by pallavi.gowdar

Uncommitted files causing data duplication

Partially uncommitted files from a failed write can result in apparent data duplication. Adjust VACUUM settings to resolve the issue....

Last updated: November 8th, 2022 by gopinath.chandrasekaran

Multi-task workflows using incorrect parameter values

If parallel tasks running on the same cluster use Scala companion objects the wrong values can be used due to sharing a single class in the JVM....

Last updated: December 5th, 2022 by Rajeev kannan Thangaiah

Job fails with Spark Shuffle FetchFailedException error

Disable the default Spark Shuffle service to work around a FetchFailedException error....

Last updated: December 5th, 2022 by shanmugavel.chandrakasu

Users unable to view job results when using remote Git source

Databricks does not manage permission for remote repos, so you must sync changes with a local notebook so non-admin users can view results....

Last updated: March 7th, 2023 by ravirahul.padmanabhan

Single scheduled job tries to run multiple times

Ensure your cron syntax is correct when scheduling jobs. A wildcard in the wrong space can produce unexpected results....

Last updated: January 20th, 2023 by monica.cao

Jobs failing with shuffle fetch failures

Shuffle fetch failures can happen if you have modified the Azure Databricks subnet CIDR range after deployment....

Last updated: February 23rd, 2023 by arjun.kaimaparambilrajan

Add custom tags to a Delta Live Tables pipeline

Manually edit the JSON configuration file to add custom tags....

Last updated: February 24th, 2023 by John.Lourdu

Update notification settings for jobs with the Jobs API

You can use the Jobs API to add email notifications to some, or all, of the jobs in your workspace....

Last updated: March 17th, 2023 by manoj.hegde


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