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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

BryanC
by New Contributor II
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Any Databricks system tables contain info of the saved/pre-defined queries

How can I find the saved/pre-defined queries in Databricks system tables?system.query.history seems NOT having the info, like query-id or query-name

Administration & Architecture
query
System Tables
system-table
  • 596 Views
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Latest Reply
tapash-db
Databricks Employee
  • 0 kudos

Hi Bryan, Databricks system tables do not store saved queries. Query history table captures the query execution details, including: Statement IDExecution statusUser who ran the queryStatement text (if not encrypted)Statement typeExecution durationRes...

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JissMathew
by Contributor III
  • 1079 Views
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Resolved! Seeking Practical Example for Structured Streaming with Delta Tables in Medallion Architecture

Hi everyone,I’m working on implementing Structured Streaming in Databricks to capture Change Data Capture (CDC) as part of a Medallion Architecture (Bronze, Silver, and Gold layers). While Microsoft’s documentation provides a theoretical approach, I’...

  • 1079 Views
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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 2 kudos

Hi @JissMathew ,Do you have access to databricks academy? I believe in their data engineering track there's pleny of example notebooks.Or you can try dbdemos. For example, here you can find demo notebook for autoloaderDatabricks Autoloader (cloudfile...

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dsmoore
by New Contributor II
  • 327 Views
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Resolved! Multiple volumes from same external location?

Hey all,Do you know if it's possible to create multiple volumes referencing the same s3 bucket from the same external location?For example, if I have two workspaces (test and prod) testing different versions of pipeline code but with static data I'd ...

  • 327 Views
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ozaaditya
Contributor
  • 1 kudos

Yes, it is a limitation, and it is not possible to create multiple volumes referencing the same S3 bucket. This restriction ensures consistency and prevents conflicts when accessing the same data source.Possible Solution:Use subdirectories within the...

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janhouf
by New Contributor
  • 1047 Views
  • 1 replies
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Query has been timed out due to inactivity.

Hi,We're experiencing an issue with SQL Serverless Warehouse when running queries through the dbx-sql-connector in Python. The error we get is: "Query has been timed out due to inactivity."This happens intermittently, even for queries that should com...

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ozaaditya
Contributor
  • 0 kudos

Possible reasons for this error may include:The warehouse is busy or waiting for compute resources.Connection or network issues.Solutions to try:Increase the timeout duration and try again.If the issue persists, please share the error message for fur...

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DominikBraun
by New Contributor II
  • 275 Views
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Environment Notification / Message

Is it somehow possible to create a message or alerting for specific Databricks environments to make people more aware that they are using e.g. a PROD environment?It can be reflected in the environment name like "dev" or "prod", yes. But it would be n...

  • 275 Views
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Latest Reply
Walter_C
Databricks Employee
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Seems that for Azure the process is a little bit different you might follow steps in https://learn.microsoft.com/en-us/azure/databricks/resources/ideas 

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yairofek
by New Contributor
  • 236 Views
  • 2 replies
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getting job_parameters object with sql

Hey,In order to create more meaningful monitoring or usage or few platformic jobs I am using I need to be able to access the job_parameters object of jon runs.While job_parameters exists in system.workflow.job_run_timeline table, it is not populated ...

  • 236 Views
  • 2 replies
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michelle653burk
New Contributor III
  • 0 kudos

 @yairofek wrote:Hey,In order to create more meaningful monitoring or usage or few platformic jobs I am using I need to be able to access the job_parameters object of jon runs.While job_parameters exists in system.workflow.job_run_timeline table, it ...

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achistef
by New Contributor III
  • 3961 Views
  • 7 replies
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Resolved! Secret scope with Azure RBAC

Hello!We have lots of Azure keyvaults that we use in our Azure Databricks workspaces. We have created secret scopes that are backed by the keyvaults. Azure supports two ways of authenticating to keyvaults:- Access policies, which has been marked as l...

  • 3961 Views
  • 7 replies
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Latest Reply
kuldeep-in
Databricks Employee
  • 6 kudos

@Chamak You can find 'AzureDatabricks' in User, group or service principal assignment. You dont need to find application id, as it will automatically displayed when you add AzureDatabricks as member. cc: @daniel_sahal   

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vsd
by New Contributor III
  • 655 Views
  • 5 replies
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Resolved! NAT gateway with public IP for SCC disabled Databricks cluster

Hi Team, We need to have single public IP for all outbound traffic flowing through our Databricks cluster. The Secure Cluster Connectivity (SCC) is disabled for our cluster and currently we get dynamic public IPs assigned to the VMs under managed res...

  • 655 Views
  • 5 replies
  • 2 kudos
Latest Reply
vsd
New Contributor III
  • 2 kudos

Thank you @szymon_dybczak ! That's helpful!

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jeremy98
by Contributor III
  • 223 Views
  • 1 replies
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renaming resource group on azure is it possible?

Hello community,I deployed one month ago a resource group with a particular name, where inside there are two databricks workspaces deployed. Is it possible to rename the resource group without any problem? Or do I need to move the existed dbws to a n...

  • 223 Views
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Latest Reply
szymon_dybczak
Esteemed Contributor III
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Hi @jeremy98 ,Unfortunately, you cannot rename resource group. You need to create new resource group and recreate all required resources.

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Christian_j
by New Contributor
  • 258 Views
  • 1 replies
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Cannot create a workspace on GCP

Hi,I have been using Databricks for a couple of months and been spinning up workspaces with Terraform. The other day we decided to end our POC and move on to a MVP. This meant cleaning up all workspaces and GCP. after the cleanup was done I wanted to...

  • 258 Views
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Latest Reply
Walter_C
Databricks Employee
  • 0 kudos

This could be related to quota limits, permissions, or other configuration issues. Ensuring that the necessary permissions are set and that the quota limits are correctly configured might help resolve the issue.  

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Mario_D
by New Contributor III
  • 252 Views
  • 1 replies
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Resolved! System tables on workspace level

I could be mistaken, but it seem like the systems table contain data of all workspaces, even workspaces that you don't have access to. According to "least principle privilege" idea, I do not think that's a good idea.If forementioned is correct, has s...

  • 252 Views
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Latest Reply
Walter_C
Databricks Employee
  • 0 kudos

As per documentation it is confirmed that system tables include data from all workspaces in your account, but they can only be accessed by a workspace with Unity Catalog, you can restrict which admins has access to this system tables.It is not possib...

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Learnit
by New Contributor II
  • 3469 Views
  • 1 replies
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Managing databricks workspace permissions

I need assistance with writing API/Python code to manage a Databricks workspace permissions database(unity catalog). The task involves obtaining a list of workspace details from the account console, which includes various details like Workspace name,...

  • 3469 Views
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mark_ott
Databricks Employee
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Here's a start.   https://docs.databricks.com/api/workspace/workspacebindings/updatebindings As far as coding, I use CURL.  See attachment as to the syntax.  Note the example in the attachment is for Workspace notebooks, as opposed to Workspace envir...

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xzero-trustx
by New Contributor
  • 332 Views
  • 1 replies
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Get hardware metrics like CPU usage, memory usage and send it to Azure Monitor

Hello guys,I would like to get hardware metrics like server load distribution, CPU utilization, memory utilization and send it to Azure Monitor. Is there any way to do this? Can you help me with this doubt?Thanks.

  • 332 Views
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Latest Reply
michelle653burk
New Contributor III
  • 0 kudos

@xzero-trustx wrote:Hello guys,I would like to get hardware metrics like server load distribution, CPU utilization, memory utilization and send it to Azure Monitor. Is there any way to do this? Can you help me with this doubt?Thanks.Hello!Yes, you ca...

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axelboursin
by New Contributor II
  • 814 Views
  • 1 replies
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Databricks and AWS CodeArtifact

Hello, I saw multiple topics about it, but I need explanations and a solution.In my context, we have developers that are developing Python projects, like X.In Databricks, we have a cluster with a library of the main project A that is dependent of X.p...

  • 814 Views
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Latest Reply
axelboursin
New Contributor II
  • 0 kudos

I saw that solution may be in the init script but it's not really essy to work with.I mean, there's no log generated from the bash script, so this is not an easy way to solve my problem, maybe you have some advices about it?

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_paskal_1
by New Contributor
  • 285 Views
  • 1 replies
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Issue running notebook from another notebook in Job cluster

Hi,I have situation where I can run my notebook without any issue when I use a 'normal' cluster. However, when I run the exact same notebook in a job cluster it fails.It fails at the point where it runs the cell:`%run ../utils/some_other_notebook`And...

  • 285 Views
  • 1 replies
  • 1 kudos
Latest Reply
_paskal_
New Contributor III
  • 1 kudos

Not sure what went wrong but after pulling the sources (notebooks) again from GIT it now works both for my 'normal' cluster and the 'job' cluster.Case closed for me...

  • 1 kudos

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