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Administration & Architecture
Explore discussions on Databricks administration, deployment strategies, and architectural best practices. Connect with administrators and architects to optimize your Databricks environment for performance, scalability, and security.
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Forum Posts

ashokz
by New Contributor II
  • 2428 Views
  • 6 replies
  • 9 kudos

Resolved! Is it possible restore a deleted catalog and schema

Is it possible restore a deleted catalog and schema.if CASCADE is used even though schemas and tables are present in catalog, catalog will be dropped.Is it possible to restore catalog or is possible to restrict the use of CACADE command.Thank you.

  • 2428 Views
  • 6 replies
  • 9 kudos
Latest Reply
immassiv
New Contributor III
  • 9 kudos

@Louis_Frolio I cannot click any "Accept as Solution" button, as I was not the one creating the post, I believe

  • 9 kudos
5 More Replies
tana_sakakimiya
by Contributor
  • 513 Views
  • 1 replies
  • 1 kudos

Resolved! Dev/Prod Environments in AWS: Separate Accounts vs. Separate Workspaces?

Hello everyone,I'm looking for some advice on best practices. When setting up development and production environments for Databricks on AWS, is it better to use completely separate AWS accounts, or is it sufficient to use separate workspaces within a...

  • 513 Views
  • 1 replies
  • 1 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 1 kudos

Hi @tana_sakakimiya , I allow myself copy and paste brilliant answer on similar question provided by user Isi:"Option A: Multiple Databricks accounts and multiple AWS accountsThis model offers the highest level of isolation. Each environment lives in...

  • 1 kudos
Ninad-Mulik
by New Contributor III
  • 4576 Views
  • 3 replies
  • 4 kudos

Resolved! Enable the "Billable Usage Download' Accounts API on our Azure

 Hi Databricks Support,Could you please confirm whether the Billable Usage Download endpoint can be enabled on Azure Databricks account, similar to how it’s available on AWS/GCP? If yes, what are the steps that should be followed for the same.. else ...

  • 4576 Views
  • 3 replies
  • 4 kudos
Latest Reply
Ninad-Mulik
New Contributor III
  • 4 kudos

Thank you.. !! i finally got to know wat to do..!!

  • 4 kudos
2 More Replies
chloe_nm
by New Contributor
  • 3560 Views
  • 1 replies
  • 1 kudos

Mismatch cuda/cudnn version on Databricks Runtime GPU ML version

I have a cluster on Databricks with configuration Databricks Runtime Version16.4 LTS ML Beta (includes Apache Spark 3.5.2, GPU, Scala 2.12), and another cluster with configuration 16.0 ML  (includes Apache Spark 3.5.2, GPU, Scala 2.12).  According to...

  • 3560 Views
  • 1 replies
  • 1 kudos
Latest Reply
lin-yuan
Databricks Employee
  • 1 kudos

There could be library related conflicts in 16.0ML that got fixed in 16.4ML. I would always recommend to use the LTS version. Thanks

  • 1 kudos
Kaitsu
by New Contributor
  • 394 Views
  • 2 replies
  • 1 kudos

DataBricks JDBC driver fails when unsupported property is submitted

Hello!The Databricks jdbc driver applies a property that is not supported by the connector as a Spark server-side property for the client session. How can I avoid that ? With some tools I do not have 100% control, eg they may add a custom jdbc connec...

  • 394 Views
  • 2 replies
  • 1 kudos
Latest Reply
NandiniN
Databricks Employee
  • 1 kudos

Hi @Kaitsu ,  The documentation mentions, If you specify a property that is not supported by the connector, then the connector attempts to apply the property as a Spark server-side property for the client session. Unlike many other JDBC drivers that ...

  • 1 kudos
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NadithK
by Contributor
  • 3992 Views
  • 2 replies
  • 2 kudos

Pre-loading docker images to cluster pool instances still requires docker URL at cluster creation

I am trying to pre-load a docker image to a Databricks cluster pool instance.As per this article I used the REST API to create the cluster pool and defined a custom Azure container registry as the source for the docker images.https://learn.microsoft....

  • 3992 Views
  • 2 replies
  • 2 kudos
Latest Reply
krupakar1329
New Contributor II
  • 2 kudos

@NadithK Pre-loading Docker images to cluster pool instances is for performance optimization (faster cluster startup), but you still must specify the Docker image in your cluster configuration. The pre-loading doesn't eliminate the requirement to dec...

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tariq
by New Contributor III
  • 1248 Views
  • 4 replies
  • 3 kudos

Resolved! Databricks Default package repositories

I have added an extra-index-url in the default package repository in databricks which points to a repository in azure artifact. The libraries from it are getting installed on job cluster but is not working on the all purpose cluster. Below is the rel...

  • 1248 Views
  • 4 replies
  • 3 kudos
Latest Reply
Advika_
Databricks Employee
  • 3 kudos

Hello @tariq! Did the suggestions shared above help address your issue? If so, please consider marking one of the responses as the accepted solution. If you found a different approach that worked for you, sharing it with the community would be really...

  • 3 kudos
3 More Replies
4Twannie
by New Contributor II
  • 1200 Views
  • 1 replies
  • 3 kudos

Resolved! Databricks Usage Dashboard - Tagging Networking Costs

Problem OverviewOur team has successfully integrated Azure Databricks Usage Dashboards to monitor platform-related costs. This addition has delivered valuable insights into our spending patterns. However, we've encountered a tagging issue that's prov...

  • 1200 Views
  • 1 replies
  • 3 kudos
Latest Reply
mark_ott
Databricks Employee
  • 3 kudos

There is no direct way to tag certain Azure networking resources (such as network interfaces, public IPs, or managed disks) so that their costs inherit custom tags like "projectRole" in cost reports, because many core networking resources either do n...

  • 3 kudos
PabloCSD
by Valued Contributor II
  • 417 Views
  • 1 replies
  • 0 kudos

Why MLFlow version blocks library installation?

I have a Databricks Asset Bundle proyect running and when the MLFlow library released the 3.4.0 version it happened this error:When restricting the MLFlow version to < 3.4.0 it works.The libraries got stuck installing and the process finished in erro...

PabloCSD_0-1758655078976.png
  • 417 Views
  • 1 replies
  • 0 kudos
Latest Reply
Advika
Community Manager
  • 0 kudos

Hello @PabloCSD! Which Databricks Runtime version are you using?

  • 0 kudos
bdanielatl
by New Contributor II
  • 1737 Views
  • 3 replies
  • 3 kudos

Resolved! Markdown Cells Do Not Render Consistently

When I am creating a notebook in the UI editor on DataBricks, markdown cells do not always render after I run them. They still appear in 'editing mode'. See the screenshot below, it should have rendered a H1.Again, this behavior is not consistent. So...

bdanielatl_0-1736861864741.png
  • 1737 Views
  • 3 replies
  • 3 kudos
Latest Reply
wilson_ejulu
New Contributor II
  • 3 kudos

same issue

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2 More Replies
howardgagan
by New Contributor
  • 604 Views
  • 2 replies
  • 0 kudos

When setting up unity catalog a storage account was created with security risk

When i set up databricks unity catalog, i think it automatically set up a storage account. I'm getting recommendations from Azure that this storage account has high risk associated with it. The problem is this resource has a deny assignment on preven...

howardgagan_0-1758720263881.png
  • 604 Views
  • 2 replies
  • 0 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 0 kudos

Hi @howardgagan ,Each Azure Databricks workspace has an associated Azure storage account in a managed resource group known as the workspace storage account.This storage account includes workspace system data (job output, system settings, and logs), D...

  • 0 kudos
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noorbasha534
by Valued Contributor II
  • 816 Views
  • 2 replies
  • 3 kudos

Any sample code snippet that contains end-to-end OIDC flow

Hello,Is there a sample code snippet that depicts end-to-end OIDC flow - imagine, there exists a service principal, interactive user who connect to an sql warehouse, get authenticated, and run some sql queries as part of a python script (jdbc/odbc) f...

  • 816 Views
  • 2 replies
  • 3 kudos
Latest Reply
Advika
Community Manager
  • 3 kudos

Hello @noorbasha534, did the code snippet shared above help resolve your concern? If it did, please consider marking it as the accepted solution. If you found another approach, please share it with the community so others can benefit as well.

  • 3 kudos
1 More Replies
SravanThotakura
by New Contributor II
  • 1323 Views
  • 4 replies
  • 1 kudos

Resolved! Spark Job fails with No plan for OptimizedForeachBatchFastpath

Hi Team,I am trying to run a job on Databricks cluster 14.3LTS which streams data from parquet to custom sink. I am facing below error. The same code used to work a month back, however i am facing this issue recently.org.apache.spark.SparkException: ...

  • 1323 Views
  • 4 replies
  • 1 kudos
Latest Reply
Malthe
Contributor III
  • 1 kudos

Disabling the setting worked for me on 16.4 (serverless):spark.databricks.streaming.forEachBatch.optimized.fastPath.enabled=false But you have to wonder if this is something Databricks are aware of and are looking to fix.

  • 1 kudos
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swee
by New Contributor
  • 656 Views
  • 1 replies
  • 1 kudos

Resolved! Establish Cross cloud connectivity between Azure Databricks and AWS s3

Hello.We have the cross cloud configuration set as below:AWS - VPC, Transit Gateways, AWS Direct ConnectOn Premise Data centerAzure - Vnet, Transit Vnet , Express Route.We are trying to create a Databricks storage credential as below. The AWS IAM obj...

  • 656 Views
  • 1 replies
  • 1 kudos
Latest Reply
Sai_Ponugoti
Databricks Employee
  • 1 kudos

Hello @swee ,Thank you for your query.If your storage account is private, you would need to establish a route to that storage account so you can read data.This is because if your storage is private, your storage account will block access to the publi...

  • 1 kudos
asharkman
by New Contributor III
  • 3885 Views
  • 8 replies
  • 2 kudos

Resolved! Reporting serverless costs to azure costs

So, we've just recently applied serverless budget polices to some of our vector searches and apps. At the moment they're all going to azure under one general tag that we created.However, we needed more definition. So i added the serverless budget pol...

  • 3885 Views
  • 8 replies
  • 2 kudos
Latest Reply
mrsimon0007
New Contributor II
  • 2 kudos

Billing or set up explicit export pipelines. Check whether your serverless budget policy tags are under a different namespace in Azure, as sometimes they show up nested.

  • 2 kudos
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