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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

alxsbn
by Contributor
  • 993 Views
  • 0 replies
  • 2 kudos

Terraform x Databricks error INVALID_STATE subscription disabled

Hello,I just bootstrap a new Databricks EC2 on an AWS account with Terraform. Priori dependencies seems OK on my side (network, root storage, credentials configuration). I'm referring mainly to this guide and of course pages related to each Databrick...

  • 993 Views
  • 0 replies
  • 2 kudos
AnubhavG
by Contributor
  • 3989 Views
  • 5 replies
  • 18 kudos

Resolved! External KMS integration with Databricks like AWS KMS, Azure Key Vault.

I would like to know how we can integrate Databricks with External KMS providers, like currently it is doing with AWS KMS and Azure Key Valut?Can we import keys from any other KMS?

  • 3989 Views
  • 5 replies
  • 18 kudos
Latest Reply
Vivian_Wilfred
Databricks Employee
  • 18 kudos

@Anubhav Gupta​ Databricks is hosted on the cloud provider which means that all resources used by databricks in the backend are in the cloud. For instance, if you create a cluster, the VMs are launched in AWS as EC2 instances. So the integration of K...

  • 18 kudos
4 More Replies
jefft
by New Contributor III
  • 2824 Views
  • 1 replies
  • 1 kudos

Databricks integration with DocumentDB

Hi Everyone,I was wondering if anyone here has any experience or tips reading data from AWS DocumentDB. I am working on this using the MongoDB connector. For DocumentDB we also need to work with the required creds issued as a .pem file by AWS. Th...

  • 2824 Views
  • 1 replies
  • 1 kudos
Latest Reply
jefft
New Contributor III
  • 1 kudos

Hi @Kaniz Fatma​ ,Thank you so much for your response. Your suggestions were helpful. As per the AWS documentation, DocumentDB is MongoDB compatible. "With Amazon DocumentDB, you can run the same application code and use the same drivers and tools th...

  • 1 kudos
rams
by Contributor
  • 3212 Views
  • 3 replies
  • 4 kudos

Rollback error - Configuring Databricks lakehouse platform with AWS account

I have logged in databricks account and while creating the workspace i have chosen quickstart approach to configure the databricks with AWS. During the quickstart process the databricks page will redirect to aws cloudformation stack page where the ac...

  • 3212 Views
  • 3 replies
  • 4 kudos
Latest Reply
Debayan
Databricks Employee
  • 4 kudos

Hi @rams shonu​ , The error looks like it is due to the length of the roleName. AWS IAM Role names are limited to 64 characters. Could you please try to edit the default roleName and try to append?

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atul1146
by New Contributor III
  • 2580 Views
  • 2 replies
  • 5 kudos

Resolved! Databricks set up in Prod environment

Hi! can anyone please help me with a documentation which can help me set up integration between data bricks with AWS without a QuickStart default cloud formation template. I would want to use my own CFT rather than using the default due to security ...

  • 2580 Views
  • 2 replies
  • 5 kudos
Latest Reply
Pat
Honored Contributor III
  • 5 kudos

Hi @Atul S​ ,I think that terraform is recommended way to go with Databricks deployment. I mean it's also supported now by the Databricks support.I haven't look much on the CloudFormation setup, because we decided to go with the Terraform in the comp...

  • 5 kudos
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Constantino
by New Contributor III
  • 2152 Views
  • 2 replies
  • 2 kudos

CMK for managed services automatic rotation

The docs for the CMK for workspace storage states:After you add a customer-managed key for storage, you cannot later rotate the key by setting a different key ARN for the workspace. However, AWS provides automatic CMK master key rotation, which rotat...

  • 2152 Views
  • 2 replies
  • 2 kudos
Latest Reply
Debayan
Databricks Employee
  • 2 kudos

Hi @Constantino Schillebeeckx​ , You can update/rotate CMK at a later time (on a running workspace). Please refer: https://docs.databricks.com/security/keys/customer-managed-keys-managed-services-aws.html?_ga=2.214562071.1895504292.1667411694-6435253...

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1 More Replies
Gopi0403
by New Contributor III
  • 4190 Views
  • 7 replies
  • 0 kudos

Issue on Cluster creating new workspace: I Cannot able to create a new workspace in Databricks using Quickstart. When I am creating the workspace I ge...

Issue on Cluster creating new workspace: I Cannot able to create a new workspace in Databricks using Quickstart. When I am creating the workspace I get the Rollback failed error from AWS eventhoughI have given all the required informations. Kindly he...

  • 4190 Views
  • 7 replies
  • 0 kudos
Latest Reply
Prabakar
Databricks Employee
  • 0 kudos

hi @Gopichandran N​ could you please add more information on the issue that you are facing. could you please add the screenshot of the error?

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6 More Replies
Taha_Hussain
by Databricks Employee
  • 1595 Views
  • 0 replies
  • 8 kudos

Ask your technical questions at Databricks Office Hours October 26 - 11:00 AM - 12:00 PM PT: Register HereNovember 9 - 8:00 AM - 9:00 AM GMT: Register...

Ask your technical questions at Databricks Office HoursOctober 26 - 11:00 AM - 12:00 PM PT: Register HereNovember 9 - 8:00 AM - 9:00 AM GMT: Register Here (NEW EMEA Office Hours)Databricks Office Hours connects you directly with experts to answer all...

  • 1595 Views
  • 0 replies
  • 8 kudos
Taha_Hussain
by Databricks Employee
  • 2601 Views
  • 2 replies
  • 8 kudos

Register for Databricks Office HoursOctober 12: 8:00 - 9:00 AM PT | 3:00 - 4:00 PM GMTOctober 26: 11:00 AM - 12:00 PM PT | 6:00 - 7:00 PM GMT Databric...

Register for Databricks Office HoursOctober 12: 8:00 - 9:00 AM PT | 3:00 - 4:00 PM GMTOctober 26: 11:00 AM - 12:00 PM PT | 6:00 - 7:00 PM GMTDatabricks Office Hours connects you directly with experts to answer all your Databricks questions.Join us to...

  • 2601 Views
  • 2 replies
  • 8 kudos
Latest Reply
Taha_Hussain
Databricks Employee
  • 8 kudos

Here are some of the Questions and Answers from the 10/12 Office Hours (note: certain questions and answers have been condensed for reposting purposes):Q: What is the best approach for moving data from on-prem S3 storage into cloud blob storage into ...

  • 8 kudos
1 More Replies
bozhu
by Contributor
  • 6401 Views
  • 4 replies
  • 3 kudos

Resolved! SQL Warehouse Serverless Endpoint Error

Our SQL Warehouse Serverless Endpoint started failing from this morning (2022-08-23 18:00:00 UTC):“org.apache.hadoop.hive.ql.metadata.HiveException: MetaException(message:Unable to build AWSGlueClient: com.amazonaws.SdkClientException: Unable to find...

  • 6401 Views
  • 4 replies
  • 3 kudos
Latest Reply
Vidula
Honored Contributor
  • 3 kudos

Hi @Bo Zhu​ 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.Thanks!

  • 3 kudos
3 More Replies
isaac_gritz
by Databricks Employee
  • 3879 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...

  • 3879 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
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IdanYaffe
by New Contributor II
  • 1466 Views
  • 1 replies
  • 2 kudos

Cannot find an AWS Cloudwatch init script that supports runtime 11.x

Hi all,I'm using the AWS CW init global script in order to monitor my clusters' instances.I'm also using data live tables with some autoloader jobs.Unfortunately, the data live tables are now running runtime version 11.As a result, newly created pipe...

  • 1466 Views
  • 1 replies
  • 2 kudos
Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 2 kudos

Unfortunately, in delta live tables, you can not specify runtime (except current and preview, which you mentioned). It could be helpful that DLT runtimes releases are mentioned on the databricks side the same way as SQL, ML, and standard ones @Kaniz ...

  • 2 kudos
Abishek
by Databricks Employee
  • 1189 Views
  • 1 replies
  • 2 kudos

www.databricks.com

How to Migrate Your Data and AI Workloads to Databricks With the AWS Migration Acceleration Programhttps://www.databricks.com/blog/2022/08/19/how-to-migrate-your-data-and-ai-workloads-to-databricks-with-the-aws-migration-acceleration-program.htmlIn t...

  • 1189 Views
  • 1 replies
  • 2 kudos
Latest Reply
jose_gonzalez
Databricks Employee
  • 2 kudos

Thank your for sharing this information @Abishek Subramanian​ 

  • 2 kudos
liamod
by New Contributor II
  • 4166 Views
  • 2 replies
  • 8 kudos

Resolved! AWS and Azure on the same Databricks workspace.

Can I use compute instances from different providers i.e. AWS and Azure on the same Databricks workspace?

  • 4166 Views
  • 2 replies
  • 8 kudos
Latest Reply
Prabakar
Databricks Employee
  • 8 kudos

Hi @Liam ODonoghue​ there are a few methods using which you can connect AWS and Azure resources. In such cases, it involves only your accounts. But with Databricks, you need to handle two accounts for both cloud providers. Let's say if you create a w...

  • 8 kudos
1 More Replies
BradSheridan
by Valued Contributor
  • 13458 Views
  • 20 replies
  • 3 kudos

Resolved! Cloudformation error when launching Databricks in AWS

I've seen many posts here in the Community as potential solutions to this error, but none seem to be a solution for us. We are trying to launch the 14 day free trial of Databricks from the AWS Marketplace and are getting the error below. Moreover, ...

  • 13458 Views
  • 20 replies
  • 3 kudos
Latest Reply
BradSheridan
Valued Contributor
  • 3 kudos

Here are some answers:copyObject error - we were using a Databricks provided cloudformation template but this error goes away when we use the AWS provided templatecreateWorkspace error - we had subscribed>unsubscribed>resubscribed to Databricks via t...

  • 3 kudos
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