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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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Data + AI Summit 2024 - Data Lakehouse Architecture


Forum Posts

Redford
by New Contributor
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  • 2 replies
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Can I configure Notebook Result Downloads with Databricks CLI , API or Terraform provider ?

I'm Databricks Admin and I'm looking for a solution to automate some Security Workspace settings.Those are:Notebook result downloadSQL result downloadNotebook table clipboard featuresI can't find these options in the Databricks terraform provider, Da...

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Latest Reply
nkraj
Databricks Employee
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Hi @Redford, With the Databricks API, you have the capability to toggle the following features: Enable/Disable Features Notebook result download (key name: enableResultsDownloading)Notebook table clipboard features (key name: enableNotebo...

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Kroy
by Contributor
  • 2790 Views
  • 2 replies
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Not able to edit the user group entitlement

I am workspace admin , but when editing the entitlement (allow unrestricted cluster creation) of user group, it is not happening, it gives a prompt to confirm the remove, but evening after confirming it does not get removes. after clicking remove , i...

Kroy_0-1704885328747.png Kroy_1-1704885377008.png
  • 2790 Views
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Latest Reply
Avvar2022
Contributor
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is your workspace untiy catalog enabled?

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Wojciech_BUK
by Valued Contributor III
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Resolved! Unity Catalog - Lakehouse Federation: Permission to read data from foreign catalogs

I have seup connection "SQL-SV-conn" to SQL Server and based on that connection I have created foreign catalog "FC-SQL-SV".I have granted All permission on CATALOG to developers:Use CatalogUse SchemaSelectBut they can not query table (e.g. by running...

Administration & Architecture
Foreign Catalog
Lakehouse Federation
Unity Catalog
  • 7175 Views
  • 2 replies
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Latest Reply
Wojciech_BUK
Valued Contributor III
  • 1 kudos

OK, I have found out the answer in below docummentation:https://learn.microsoft.com/en-us/azure/databricks/query-federation/#limitationsSingle-user access mode is only available for users that own the connection.So when I use e.g. Job Cluster that ru...

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sachinw
by New Contributor II
  • 3441 Views
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Workspace Model Registry with Unity Catalog

if the "default catalog for the workspace" is to Unity Catalog, how can we access a model from the workspace model registry?I have already tried  mlflow.set_tracking_uri("databricks") but still try to find catalog in UC.  

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Aria
by New Contributor III
  • 3805 Views
  • 1 replies
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Resolved! Security and vulnerability for Azure databricks clusters in Data Plane

Microsoft defender is not supported for azure databricks clusters. Can someone point me to a document which describe how the security vulnerabilities are reported and fixed for azure databricks clusters in data plane.

Administration & Architecture
security vulnerability patch dataplane
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  • 1 replies
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Latest Reply
-werners-
Esteemed Contributor III
  • 1 kudos

Hi Aria,can you check this link?Basically Databricks checks for vulnerabilities and does pentesting etc."Databricks will use commercially reasonable efforts to address critical vulnerabilities within 14 days, high severity within 30 days, and medium ...

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scott1
by New Contributor II
  • 3181 Views
  • 1 replies
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Automatic UC enablement with existing Unity Catalog

Hello,The environment I'm working in has an existing account and unity catalog in our primary region. These have been primarily PoC, and have existed for a year or so.Now we're building out our IaC and getting ready to move towards production. In new...

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Latest Reply
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Hello,The environment I'm working in has an existing account and unity catalog in our primary region. These have been primarily PoC, and have existed for a year or so.Now we're building out our IaC and getting ready to move towards production. In new...

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leelee3000
by Databricks Employee
  • 2738 Views
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Connect to Salesforce

Curious if there's a Databricks connector for Salesforce on AWS? 

  • 2738 Views
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Latest Reply
Wojciech_BUK
Valued Contributor III
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There is no "databricks" connector like the on you have in Unity Fedarating e.g. for Snowflake.You can use partner ecosystem e.g. Fivetran https://www.fivetran.com/connectors/salesforceto integrate Salesforce data to your Lakehouse. You also have spa...

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riturralde-p
by New Contributor II
  • 3480 Views
  • 1 replies
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How to allocate costs per SQL query?

By using System Tables (systen.billing.usage) I'm able to identity DBU usage per query, but I'm not able to identify who ran each query because is not part of the table. I'm also aware of query history where all the queries and who ran them is listed...

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  • 1 replies
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Latest Reply
riturralde-p
New Contributor II
  • 1 kudos

thanks @Retired_mod for the reply, however query_id is not part of the system.billing.usage table, so no way to join them by IDs. What my Databricks account team suggested me is to join them by timestamps since both tables contain a column like that....

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lgepp11
by New Contributor III
  • 4517 Views
  • 2 replies
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NPIP tunnel setup failure during launch

In AWS with this current error when spinning up the SQL warehouse or personal compute.Backend private link is enabled.Error: NPIP tunnel setup failure during launch. Please try again later and contact Databricks if the problem persists. Instance boot...

  • 4517 Views
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Latest Reply
User16539034020
Databricks Employee
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Hello,  Thanks for contacting Databricks Support.  Based on the error message: NPIP_TUNNEL_SETUP_FAILURE. It indicates that bootstrap failed due to network connectivity issues between the data plane and control plane.  Seems like you have already dow...

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alexlod
by New Contributor III
  • 4310 Views
  • 2 replies
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How to monitor a python wheel job with Prometheus?

Hi Community,We have a Databricks job with a single Python wheel task that runs our streaming pyspark job. The job runs on a single-node compute cluster and consumes from Kafka.Our monitoring stack is Prometheus + Grafana.I want the job's metrics to ...

  • 4310 Views
  • 2 replies
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Latest Reply
amelia1
New Contributor II
  • 1 kudos

Hi I'm trying to use the metrics registry object inside an UDF function, but I can't because it's not serializable due to Lock. Our goal is to be able to count the number of messages parsed, and the number of messages we can't parsed (due to exceptio...

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leelee3000
by Databricks Employee
  • 1050 Views
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Handling Kafka Topics with Avro Schema

Our input data resides in a Kafka topic, and we utilize the Kafka schema registry with Avro schemas. While I can retrieve the schema from the registry, I am facing challenges creating a Spark DataFrame that correctly serializes data for streaming rea...

  • 1050 Views
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