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Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
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Forum Posts

ChristianRRL
by Honored Contributor
  • 1237 Views
  • 2 replies
  • 3 kudos

Resolved! Serverless Compute Spark Version Flexibility?

Hi there, I'm wondering what determines the Serverless Compute spark version? Is it based on the current DBR LTS? And is there a way to modify the spark version for serverless compute?For example, when I check the spark version for our serverless com...

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  • 1237 Views
  • 2 replies
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Latest Reply
Databricks77
New Contributor III
  • 3 kudos

Serverless compute always run on the latest runtime version. You cannot choose it like in standard compute.

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ChristianRRL
by Honored Contributor
  • 2296 Views
  • 4 replies
  • 10 kudos

Resolved! Testing Spark Declarative Pipeline in Docker Container > PySparkRuntimeError

Hi there, I see via an announcement last year that Spark Declarative Pipeline (previously DLT) was getting open sourced into Apache Spark, and I see that this recently is true as of Apache 4.1:Spark Declarative Pipelines Programming Guide I'm trying ...

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  • 2296 Views
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Latest Reply
aleksandra_ch
Databricks Employee
  • 10 kudos

Hi @ChristianRRL ,In addition to @osingh 's answers, check out this old but good blog post about how to structure the pipelines's code to enable dev and test cycle: https://www.databricks.com/blog/applying-software-development-devops-best-practices-d...

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Anish_2
by New Contributor III
  • 1008 Views
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Resolved! daabricks workflow design

Hello Team,I have use-case in which i want to trigger another dlt pipeline if 1 table got succeded in my parent dlt pipeline. I dont want to create pipeline to pipeline dependency. Is there any way to create table to pipeline dependency?Thank youAnis...

Data Engineering
deltalivetable
workflowdesign
  • 1008 Views
  • 2 replies
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Latest Reply
Raman_Unifeye
Honored Contributor III
  • 0 kudos

@Anish_2 - TUT is the solution. in TUT, instead of the parent pipeline "pushing" a notification, the child job is "pulled" into action by a metadata change.Set it up as below.Create a Databricks Job and add a Pipeline task pointing to your Secondary ...

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NotCuriosAtAll
by New Contributor III
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Resolved! Cluster crashes occasionally but not all of the time

We have a small cluster (Standard D2ads v6) with 8 gigs of ram and 2 cores. This is an all-purpose cluster and for some reason, the client demands to use this one for our ETL process. The ETL process is simple, the client drops parquet files in the b...

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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 3 kudos

Hi @NotCuriosAtAll ,You have undersized cluster for your workload. This error is typical on driver node with that high cpu consumption. You can check below article (and related solution):Job run fails with error message “Could not reach driver of clu...

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bsr
by New Contributor II
  • 2585 Views
  • 4 replies
  • 5 kudos

Resolved! DBR 17.3.3 introduced unexpected DEBUG logs from ThreadMonitor – how to disable?

After upgrading from DBR 17.3.2 to DBR 17.3.3, we started seeing a flood of DEBUG logs like this in job outputs:```DEBUG:ThreadMonitor:Logging python thread stack frames for MainThread and py4j threads: DEBUG:ThreadMonitor:Logging Thread-8 (run) stac...

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Latest Reply
WAHID
New Contributor II
  • 5 kudos

@iyashk-DBWe are currently using DBR version 17.3 LTS, and the issue is still occurring.Do you know when the fix is expected to be applied? We need this information to decide whether we should wait for the fix or proceed with the workaround you propo...

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rijin-thomas
by New Contributor II
  • 1703 Views
  • 4 replies
  • 3 kudos

Mongo Db connector - Connection timeout when trying to connect to AWS Document DB

I am on Databricks Run Time LTE 14.3 Spark 3.5.0 Scala 2.12 and mongodb-spark-connector_2.12:10.2.0. Trying to connect to Document DB using the connector and all I get is a connection timeout. I tried using PyMongo, which works as expected and I can ...

  • 1703 Views
  • 4 replies
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Latest Reply
Sanjeeb2024
Valued Contributor
  • 3 kudos

Hi @rijin-thomas - Can you please allow the CIDR block for databricks account VPC from aws document db sg ( Executor connectivity stated by@bianca_unifeye ) . 

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tvdh
by New Contributor II
  • 553 Views
  • 1 replies
  • 1 kudos

Resolved! Tab navigation between fields in dashboards is random

Tab navigation between fields in published dashboards seem very random.I have a dashboard with multiple text input fields (mapped to query paramters / filters). I expect to move logically between them when pressing tab (keyboard navigation), but I mo...

  • 553 Views
  • 1 replies
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Latest Reply
Advika
Community Manager
  • 1 kudos

Hello @tvdh! You can share this as product feedback so it’s visible to the Databricks product team and can be tracked and prioritized.

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Upendra_Dwivedi
by Databricks Partner
  • 5091 Views
  • 2 replies
  • 1 kudos

Resolved! Databricks APP OBO User Authorization

Hi All,We are using on-behalf of user authorization method for our app and the x-forwarded-access-token is expiring after sometime and we have to redeploy our app to rectify the issue. I am not sure what is the issue or how we can keep the token aliv...

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Latest Reply
jpt
New Contributor II
  • 1 kudos

I am confronted with a similar error. I am also using obo user auth and have implemented accessing the token via  st.context.headers.get('x-forwarded-access-token') for every query and do not save it in a cache. Still, after 1 hour, i am hit with the...

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Ved88
by Databricks Partner
  • 1253 Views
  • 5 replies
  • 1 kudos

databricks all-purpose cluster

getting below error-Failure starting repl. Try detaching and re-attaching the notebook. while executing notebook and can see cluster have all installed lib.

  • 1253 Views
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Latest Reply
Ved88
Databricks Partner
  • 1 kudos

Hi,we are not using hive metastore anywhere not sure why that host ((host=consolidated-westeuropec2-prod-metastore-0.mysql.database.azure.com)(port=3306))is coming in driver log ,will i need to do whitelist for that .we are having other use case simi...

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csondergaardp
by New Contributor II
  • 1434 Views
  • 2 replies
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Resolved! [PATH_NOT_FOUND] Structured Streaming uses wrong checkpoint location

I'm trying to perform a simple example using structured streaming on a directory created as a Volume. The use case is purely educational; I am investigating various forms of triggers. Basic info:Catalog: "dev_catalog"Schema: "stream"Volume: "streamin...

  • 1434 Views
  • 2 replies
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Latest Reply
cgrant
Databricks Employee
  • 2 kudos

Your checkpoint code looks correct. What is the source of `df`? Is it `/Volumes/dev_catalog/default/streaming_basics/` ? The path looks incorrect - add `stream` to it.  

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HarishKumarM
by New Contributor
  • 1260 Views
  • 1 replies
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Resolved! Zerobus Connector Issue

I was trying to implement the example posted on the below link for Zerobus connector to test its functionality on my free edition workspace but unfortunately I am getting below error.Reference Code: https://learn.microsoft.com/en-us/azure/databricks/...

  • 1260 Views
  • 1 replies
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Latest Reply
Louis_Frolio
Databricks Employee
  • 0 kudos

Hey @HarishKumarM , I did some digging and found some helpful information to help you troubleshoot.   What the error means Your workspace isn’t currently enrolled in the Zerobus Ingest preview. Even though Zerobus is labeled a Public Preview, it’s st...

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RevanthV
by Contributor
  • 956 Views
  • 3 replies
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Resolved! Data validation with df writes using append mode

Hi Team,Recently i came across a situation where I had to write a huge data and it took 6 hrs to complete...later when i checked the target data , I saw 20% of the total records written incorrectly or corrupted because the source data itself was corr...

  • 956 Views
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  • 3 kudos
Latest Reply
RevanthV
Contributor
  • 3 kudos

Hey @K_Anudeep , thanks a lot for tagging me into the GitHub issue.. This is exactly what I want " validate and commit" feature and i se you have already raised a PR for the same with a new option called . I will try this out and check if it satisfie...

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ramsai
by New Contributor II
  • 2176 Views
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Resolved! Updating Job Creator to Service Principal

Regarding data governance best practices: I have jobs created by a user who has left the organization, and I need to change the job creator to a service principal. Currently, it seems the only option is to clone the job and update it. Is this the rec...

  • 2176 Views
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Latest Reply
Sanjeeb2024
Valued Contributor
  • 2 kudos

I agree with @nayan_wylde , for auditing, creator is important and it should in immutable by nature. 

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jfvizoso
by New Contributor II
  • 14268 Views
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Can I pass parameters to a Delta Live Table pipeline at running time?

I need to execute a DLT pipeline from a Job, and I would like to know if there is any way of passing a parameter. I know you can have settings in the pipeline that you use in the DLT notebook, but it seems you can only assign values to them when crea...

  • 14268 Views
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Latest Reply
Sudharsan
New Contributor II
  • 0 kudos

@DeepakAI : May I know, how you resolved it?

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Dhruv-22
by Contributor III
  • 1194 Views
  • 2 replies
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Resolved! BUG: Merge with schema evolution doesn't work in update clause

I am referring to this link of databricks documentation. Here is a screenshot of the same  According to the documentation the UPDATE command should work when the target table doesn't have the column but it is present in source. I tried the same with ...

Screenshot 2026-01-09 at 16.33.15.png Dhruv22_0-1767956896097.png
  • 1194 Views
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Latest Reply
Dhruv-22
Contributor III
  • 1 kudos

Hi @iyashk-DBThanks for the response, it will help in resolving the issue.But, can you mark it as a bug and report it? Because specifying just the column without the table name is a little risky.

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