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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

m997al
by Contributor III
  • 5177 Views
  • 2 replies
  • 1 kudos

Azure Databricks SCIM provisioning configured, working...but what happens when user is deleted?

Hi - I have Azure Databricks with Unity Catalog, and the SCIM Connector provisioning up and working.Due to a misunderstanding on my part, I deleted some individual users (using the Databricks admin console) thinking that I was deleting individual acc...

  • 5177 Views
  • 2 replies
  • 1 kudos
Latest Reply
m997al
Contributor III
  • 1 kudos

This was resolved...but why it was resolved remains a mystery.  We simply re-provisioned by turning off and then on the SCIM provisioning in the Azure portal for the Databricks SCIM connector (which is supposed to cause a full re-provisioning, but di...

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Olex
by New Contributor II
  • 7611 Views
  • 5 replies
  • 1 kudos

Unable to login accounts.azuredatabricks.net and create admin account

Hello everyoneI'm trying to setup my admin account in Databricks Admin Console and am following these steps:https://learn.microsoft.com/en-us/azure/databricks/administration-guide/#--what-are-account-adminsHowever, when I access accounts.azuredatabri...

  • 7611 Views
  • 5 replies
  • 1 kudos
Latest Reply
Olex
New Contributor II
  • 1 kudos

Hi everyoneI asked that question a year and somehow it'd been solved.Not sure however if it's related to generic email providers, but I have multiple registered accounts, gmail and corporate one. For databricks accademy, I'm using gmail account, whic...

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shubhdhanuka
by New Contributor
  • 2916 Views
  • 1 replies
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Account Access token

Can you please help me with how to authenticate account level rest apis?curl --request GET https://accounts.cloud.databricks.com/api/2.0/accounts/{account_id}/usageI use Permanent Access Token to authenticate workspace APIs but it's not working for w...

  • 2916 Views
  • 1 replies
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szymon_dybczak
Esteemed Contributor III
  • 0 kudos

Hi @shubhdhanuka ,To get access to account API you cannot use personal access token. Instead, you must use the Microsoft Entra ID tokens of Azure Databricks account admins. Azure Databricks account admins can be users or service principals.Below you ...

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jenshumrich
by Contributor
  • 4058 Views
  • 3 replies
  • 2 kudos

Databricks UI error

I receive this respone when trying to download a csv file: adb-737684297741988.8.azuredatabricks.net/ajax-api/2.0/workspace/export?path=/Repos/jhu_admin%40siemensgamesa.com/sgre-dfp-lifestrategy-python/cpo/output/Rattlesnake Flats/Rdata/AssetCheck_Ra...

jenshumrich_0-1723198951857.png
  • 4058 Views
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jenshumrich
Contributor
  • 2 kudos

@szymon_dybczak I am using the GUI (see the screenshot in the original post): File marked -> Three dots -> Export

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dprutean
by New Contributor III
  • 3325 Views
  • 1 replies
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JDBC Error with OpenJDK 21

Connecting to Azure Databricks using latest JDBC driver and OpenJDK 21 I got this error. I already set:--add-opens=java.base/java.nio=ALL-UNNAMED-Dio.netty.tryReflectionSetAccessible=true java.sql.SQLException: [Databricks][JDBCDriver](500618) Error ...

  • 3325 Views
  • 1 replies
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151640
Databricks Partner
  • 0 kudos

Version 02.06.38.1068Using SQLSquirrel with ibm-semeru-certified-17-jdk (17.0.11+9)With JRE options --add-opens=jdk.unsupported/sun.misc=ALL-UNNAMED failsShould be  --add-opens=java.base/java.nio=ALL-UNNAMEDcaused by: java.lang.reflect.InaccessibleOb...

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data_bricklayer
by Databricks Partner
  • 1436 Views
  • 2 replies
  • 1 kudos

[Metastore] can't assign to workspace in cross Azure Account envirronment

Hi all,hope you are doing well. We have a metastore in tenant A, and workspaces in tenant B. Tenant B has Contributor Role to tenant A, to access the metastore. For some reasons, we can not assign the metastore from tenant A to the workspace in tenan...

  • 1436 Views
  • 2 replies
  • 1 kudos
Latest Reply
Retired_mod
Esteemed Contributor III
  • 1 kudos

Hi @data_bricklayer, To address this, ensure the Contributor Role in tenant B has the right permissions for tenant A's metastore. Verify that the workspace in tenant B is properly registered and visible in tenant A and that both are in the same regio...

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fonini
by New Contributor III
  • 2185 Views
  • 3 replies
  • 4 kudos

dbutils secrets break matplotlib in recent Databricks runtimes

Using a Databricks cluster running Databricks Runtime version 15.4 LTS Beta, and with no init-scripts, the following code works fine:import numpy as npimport pandas as pddf = pd.DataFrame(np.random.randn(2000, 10))df.plot(subplots=True, figsize=(10, ...

Administration & Architecture
Bug
dbutils
matplotlib
  • 2185 Views
  • 3 replies
  • 4 kudos
Latest Reply
fonini
New Contributor III
  • 4 kudos

OK, I understand the error now:This specific secret is a small alphanumeric string. The probability of it being part of the base64 of a big PNG is quite large.Is there any workaround for this? I know I can't turn off the redaction of secrets. Can I d...

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heathwinning
by New Contributor II
  • 2449 Views
  • 1 replies
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Obtain access of Azure metastore storage account to configure Lifecycle management

I recently set up an Azure Databricks workspace with an automatically created metastore and metastore-level root storage within the metastore blob storage account. All the catalogs, schemas, and tables/volumes have been created without a specified or...

  • 2449 Views
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prateekgoyal
by New Contributor II
  • 5999 Views
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Databricks connection pool(ing) using python

I have a python application which I need to connect with databricks (Databricks SQL Connector). The process for that is quite simple -1. connect with dbr2. execute your query3. get the result4. close the connectionExample from - https://docs.databric...

  • 5999 Views
  • 2 replies
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prateekgoyal
New Contributor II
  • 0 kudos

Hi @Retired_mod, thanks for your reply. I have 2 follow-up questions for you - When you say "consider managing connection lifetimes by closing and recreating them periodically" - the problem I face with this is when my API request comes in and I crea...

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antonuzzo96
by New Contributor III
  • 5698 Views
  • 5 replies
  • 4 kudos

Resolved! UCX- installation error -

I'm getting the following error when trying to install UCX on  a specific workspace.I have already installed ucx from my machine on other workspace and works, now on this workspace i'm getting this error  ERROR [d.l.blueprint.parallel][installing_das...

  • 5698 Views
  • 5 replies
  • 4 kudos
Latest Reply
Cor
Databricks Partner
  • 4 kudos

Issue was resolved in lsql v0.7.4, a ucx dependency: https://github.com/databrickslabs/lsql/releases/tag/v0.7.41. Upgrade the Databricks cli: https://github.com/databricks/cli/releases/2. Upgrade ucx: `databricks labs install ucx`

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cleversuresh
by New Contributor III
  • 1480 Views
  • 1 replies
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vocareum lab showing no workspace found.

Hi,I bought Generative AI Engineering with Databricks lab subscription by paying $75 just to get the hands on experience.The labs worked for one day and then they stop working. Please active the labs ASAP, I am preparing for the certification exam an...

  • 1480 Views
  • 1 replies
  • 0 kudos
Latest Reply
Retired_mod
Esteemed Contributor III
  • 0 kudos

Hi @cleversuresh, Thank you for sharing your concern with us!   To expedite your request, please list your concerns on our ticketing portal. Our support staff would be able to act faster on the resolution (our standard resolution time is 24-48 hours)...

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StephanieAlba
by Databricks Employee
  • 4449 Views
  • 5 replies
  • 2 kudos

Promoting assets from Dev workspace to Prod

What is the best way to promote Databricks objects from one workspace to another? For example, DABs are great for code and models. However, SQL alerts do not seem to fall into DABs. The API allows for retrieving queries and creating them via API in t...

  • 4449 Views
  • 5 replies
  • 2 kudos
Latest Reply
NandiniN
Databricks Employee
  • 2 kudos

https://docs.databricks.com/api/workspace/queries https://docs.databricks.com/en/sql/dbsql-api-latest.html#changes-to-the-alerts-api The API path is now api/2.0/sql/alerts, replacing the legacy path of /api/2.0/preview/sql/alerts. https://docs.databr...

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millie_dbrx_use
by Databricks Partner
  • 1546 Views
  • 1 replies
  • 1 kudos

System Tables

Hi,I've recently enabled the billing schema in system tables, but still not able to view it in catalog. I am both an account admin and workspace admin, as well as an owner of the workspace in Azure. A colleague (who used to be Azure AD admin but no l...

  • 1546 Views
  • 1 replies
  • 1 kudos
ag2all
by Databricks Partner
  • 1684 Views
  • 1 replies
  • 1 kudos

Databricks + Apache Iceberg = advantageous or wasted effort due to duplicate functionality ?

Trying to design a Lakehouse. Spark is at the base layer. Now wondering if adding Apache Iceberg sitting below Spark will be of help, or, not ? Preferring Iceberg for its auto indexing, ACID query facilities over big hetergenous datasets. Wonder if i...

  • 1684 Views
  • 1 replies
  • 1 kudos
Latest Reply
holly
Databricks Employee
  • 1 kudos

Hello, if you're planning on building your own open source stack of spark+iceberg, it can be a good choice.  If you're on Databricks, however, you're going to miss out a *lot* on delta features that are baked into the platform. Specifically compute +...

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