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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

Frank
by New Contributor III
  • 4812 Views
  • 1 replies
  • 2 kudos

Resolved! Serverless or Managed

We have about 12k write/s and 1.5TB/mo compressed S3 data. How can we choose between Serverless vs managed? And what will be good way to project the cost? In serverless, how the machine and hours scaled or scheduled based on the load? If there is a l...

  • 4812 Views
  • 1 replies
  • 2 kudos
Latest Reply
Prabakar
Databricks Employee
  • 2 kudos

Hi @Frank Zhang​ How can we choose between Serverless vs managed? And what will be good way to project the cost? -- Once you enable the serverless feature on your workspace, by default the new warehouse will be created with a serverless option. If yo...

  • 2 kudos
Monika8991
by New Contributor II
  • 2786 Views
  • 2 replies
  • 1 kudos

Getting spark/scala versioning issues while running the spark jobs through Jar

 We tried moving our scala script from standalone cluster to databricks platform. Our script is compatible with following version:Spark: 2.4.8 Scala: 2.11.12The databricks cluster has spark/scala following with version:Spark: 3.2.1. Scala: 2.121: we ...

  • 2786 Views
  • 2 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @Monika Samant​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from you.Than...

  • 1 kudos
1 More Replies
j_afanador
by Contributor II
  • 1842 Views
  • 1 replies
  • 2 kudos

Resolved! Badge not received for Databricks Lakehouse Fundamentals Accreditation

Hello!I cleared the assessment for Databricks Lakehouse Fundamentals Accreditationbut not received a badge. Kindly assist me with this

  • 1842 Views
  • 1 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

Hi @Juan Afanador​ Thank you for reaching out! Please submit a ticket to our Training Team here: https://help.databricks.com/s/contact-us?ReqType=training  and our team will get back to you shortly.

  • 2 kudos
Maho
by New Contributor
  • 1425 Views
  • 1 replies
  • 1 kudos

Resolved! Lakehouse Fundamentals badge not received

Hi I have finished Lakehouse Fundamentals assessment, received my completion certificate but so far did not receive a badge for it. Would you be able to assist please?

  • 1425 Views
  • 1 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @Maciej Oleksy​ Thank you for reaching out! Please submit a ticket to our Training Team here: https://help.databricks.com/s/contact-us?ReqType=training  and our team will get back to you shortly. 

  • 1 kudos
Trushna
by New Contributor II
  • 3252 Views
  • 3 replies
  • 0 kudos

How to restart Databricks Cluster at specific time?

Command available for restart but not at specific time.databricks clusters restart --cluster-id <>

  • 3252 Views
  • 3 replies
  • 0 kudos
Latest Reply
karthik_p
Esteemed Contributor
  • 0 kudos

@Trushna Khatri​ adding some more information to prabakar. can you please let me know what is actual need of starting cluster during specific time. usually if you criteria is to use for jobs go with job cluster. here cluster start when ever your job ...

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2 More Replies
fundat
by New Contributor II
  • 6839 Views
  • 3 replies
  • 1 kudos

Metastore - Access validation failed

Hi,When i create a metastore in aws databricks, i always have this error in the picture bellow.Eventhought i follow this link https://docs.databricks.com/data-governance/unity-catalog/get-started.html#cloud-tenant-setup-aws

metastore_databricks_error
  • 6839 Views
  • 3 replies
  • 1 kudos
Latest Reply
karthik_p
Esteemed Contributor
  • 1 kudos

@Anatole Cadet​ looks your IAM role is not properly configured, can you please check

  • 1 kudos
2 More Replies
kjoth
by Contributor II
  • 16515 Views
  • 8 replies
  • 3 kudos

Where is the cluster logs of the Databricks Jobs stored.

I'm running a scheduled job on Job clusters. I didnt mention the log location for the cluster. Where can we get the stored logs location. Yes, I can see the logs in the runs, but i need the logs location.

  • 16515 Views
  • 8 replies
  • 3 kudos
Latest Reply
kjoth
Contributor II
  • 3 kudos

Hi @Sai Kalyani P​ , Yes it helped. Thanks

  • 3 kudos
7 More Replies
jameel-pdgm
by New Contributor II
  • 2904 Views
  • 3 replies
  • 0 kudos

How to pass admin role via Account Console SAML SSO

The Account Console SAML SSO docs mention that the admin role must be specified in the identity provider response. However it's not clear which attribute to use for passing role info via SAML.What SAML attribute should the role be assigned to? What d...

  • 2904 Views
  • 3 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hey there @Jameel A.​ Hope you are well. Just wanted to see if you were able to find an answer to your question and would you like to mark an answer as best? It would be really helpful for the other members too. Else please let us know if you need mo...

  • 0 kudos
2 More Replies
Soma
by Valued Contributor
  • 2572 Views
  • 5 replies
  • 0 kudos

Streaming Queries Failing Frequently in DBR 10.4 LTS for the Last Week

DBR 10.4 LTS is failing frequently due to GC overhead once in half an hour.Can anyone from Databricks Team let me know if we have some existing tickets or bugs.Note : We used the same configuration and same DBR for almost last 3 months.When checking ...

  • 2572 Views
  • 5 replies
  • 0 kudos
Latest Reply
Soma
Valued Contributor
  • 0 kudos

hi @Vidula Khanna​ have raised a support ticket to ADB from client side. We can close this however it seems like DBR Version 11.2 and above has some fixes for the RocksDB memory leak based on communication with Databricks developer team

  • 0 kudos
4 More Replies
nbakh
by New Contributor II
  • 3531 Views
  • 1 replies
  • 1 kudos

import of tables to a new metastore failed with schema mismatch "specified schema does not match the existing schema"

The error i get when importing certain delta table isThe specified schema does not match the existing schema at dbfs:/mnt/mart/tablenamehowever, when i check the metadata table in the old workspace and the exported file, they match. However, it seems...

  • 3531 Views
  • 1 replies
  • 1 kudos
Latest Reply
nbakh
New Contributor II
  • 1 kudos

below is example error. however, in existing metadata i still see varchar 100 as the type. Specified metadata for field Percentage is different from existing schema:\n Specified: {}\n Existing: {\"HIVE_TYPE_STRING\":\"varchar(100)\"}\n\nIf your inte...

  • 1 kudos
johnny1
by New Contributor II
  • 2055 Views
  • 2 replies
  • 0 kudos

Why it still complain REST API version is 2.0 even though set it to 2.1 ?

root@387ece6d15b2:/usr/workspace# databricks --versionVersion 0.17.3root@387ece6d15b2:/usr/workspace# databricks jobs configure --version=2.1root@387ece6d15b2:/usr/workspace# databricks jobs get --job-id 123WARN: Your CLI is configured to use Jobs AP...

  • 2055 Views
  • 2 replies
  • 0 kudos
Latest Reply
johnny1
New Contributor II
  • 0 kudos

Command "databricks jobs configure --version=2.1" not work.workaround with adding option "--version=2.1" to each databricks jobs/runs command .It is not very convenient.

  • 0 kudos
1 More Replies
isaac_gritz
by Databricks Employee
  • 3969 Views
  • 6 replies
  • 8 kudos

Library Dependency

How to Install Libraries on DatabricksYou can install libraries in Databricks at the cluster level for libraries commonly used on a cluster, at the notebook-level using %pip, or using global init scripts when you have libraries that should be install...

  • 3969 Views
  • 6 replies
  • 8 kudos
Latest Reply
Chris_Shehu
Valued Contributor III
  • 8 kudos

It can be a risky to install libraries without any sort of oversite/security structure to ensure those libraries have no vulnerabilities. I think more caution needs to be added to the wording of these documents to express that. All of the libraries w...

  • 8 kudos
5 More Replies
Sweta
by New Contributor II
  • 2487 Views
  • 2 replies
  • 1 kudos

DBU usage for Job Cluster vs interactive cluster

Hi,​ Could there be a difference in the DBU charge for 2 cluster of exact same configuration and workload but one is a job cluster and the other is an interactive cluster?​Thanks,Sweta​

  • 2487 Views
  • 2 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @Swetha Marakani​ Does @Prabakar Ammeappin​  response answer your question? If yes, would you be happy to mark it as best so that other members can find the solution more quickly?We'd love to hear from you.Thanks!

  • 1 kudos
1 More Replies
User16205386188
by Databricks Employee
  • 2192 Views
  • 2 replies
  • 2 kudos

Change IP range of Subnet for Azure environment

Is there a roadmap to make possible to change IP range without the creation of a new workspace for Azure environment?

  • 2192 Views
  • 2 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

Hi @Camila Queiroz​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from you.Tha...

  • 2 kudos
1 More Replies

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