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Exciting News: Databricks Community is Nominated for Best Customer Support Community!

We are excited to announce that the Databricks Community has been nominated for Best Customer Support Community in the CMX Community Industry Awards! This nomination is a testament to the incredible collaboration and support within our community. Fr...

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Monday
Virtual Learning Festival: 9 April - 30 April

Join us for the return of the Virtual Learning Festival! Mark your calendars from 9 April - 30 April 2025! Upskill across data engineering, data analysis, machine learning, and generative AI. Join the thousands who have elevated their career with...

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  • 16 replies
  • 6 kudos
2 weeks ago
Get Started With Lakehouse Architecture | Pass a quiz to earn your certificate completion.

Learn the foundational principles of the lakehouse architecture with three short self-paced videos The architecture of your data platform directly affects the reliability, performance and scalability of your data and AI initiatives. The lakehouse arc...

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2 weeks ago
Data + AI Summit 2025 — registration now open!

Be part of a global movement! Connect with 22,000 data enthusiasts at 700+ sessions, keynotes, and hands-on training at this year’s Data + AI Summit. Whether you’re into data intelligence, governance, AI, or data warehousing, this is your chance to l...

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a month ago
Databricks DevConnect: Global Community Meetups for Data Engineers

The Databricks Developer Relations team is excited to share that we are hitting the road and bringing a series of community meetups to you called DevConnect! These events will be hosted around the globe and tailored specifically for Data engineers. T...

  • 3851 Views
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a month ago
Databricks Community Champion - February 2025 - Stefan Koch

Meet our Databricks Community Champion, Stefan Koch! From a career in law enforcement to becoming a Principal Solution Architect at b.telligent, Stefan’s journey is nothing short of inspiring. Read on to learn about his experience, favorite Databri...

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2 weeks ago

Community Activity

JameDavi_51481
by > Contributor
  • 6594 Views
  • 10 replies
  • 11 kudos

Can we add tags to Unity Catalog through Terraform?

We use Terraform to manage most of our infrastructure, and I would like to extend this to Unity Catalog. However, we are extensive users of tagging to categorize our datasets, and the only programmatic method I can find for adding tags is to use SQL ...

  • 6594 Views
  • 10 replies
  • 11 kudos
Latest Reply
tscomitre-rt
  • 11 kudos

It seems very frustrating to many of the users and not to say probably the big clients, waiting over a year for this feature. Anyone from Databricks that could raise this internally to get it done-done would be very appreciated.

  • 11 kudos
9 More Replies
Dileep_Karanki
by > Visitor
  • 29 Views
  • 1 replies
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Query related to Job cluster verses All Purpose Cluster

Currently if run the Notebook with Job Cluster it will show status as Pending for 2 minutes but All Purpose Cluster shows only 6seconds as pending and completes the run quickly. How to improve startup time of Job Cluster  to mmatch with startup time ...

  • 29 Views
  • 1 replies
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Latest Reply
mmayorga
Databricks Employee
  • 0 kudos

Hi @Dileep_Karanki  Thank you for reaching out and for your question. Here is a link for documentation about the available cluster types:  https://docs.databricks.com/aws/en/compute#types-of-compute All-Purpose or Interactive Clusters: These are flex...

  • 0 kudos
Leog
by > Visitor
  • 9 Views
  • 1 replies
  • 0 kudos

Schedule & Triggers

Hi guys, having some issue when I use Schedule and trigger in workflow when file arrives condition, if a place a file with same name it won't trigger  is there any configuration I need to do in databricks? thanks

  • 9 Views
  • 1 replies
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Latest Reply
mmayorga
Databricks Employee
  • 0 kudos

Hi @Leog  Thank you for reaching out and for your sending your question. Per the documentation: https://docs.databricks.com/gcp/en/jobs/file-arrival-triggers Only new files trigger runs. Overwriting an existing file with a file of the same name does ...

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Mr_7199
by > Visitor
  • 15 Views
  • 0 replies
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Assigning Dedicated (SINGLE_USER) ML Clusters to a Group in Databricks

I'm working with Databricks Runtime ML and have configured a cluster in Dedicated access mode (formerly SINGLE_USER). The documentation indicates that a compute resource with Dedicated access can be assigned to a group, allowing user permissions to a...

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  • 15 Views
  • 0 replies
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rriley2
by > New Contributor
  • 8 Views
  • 0 replies
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Asset Bundles Email/Notifications Prod ONly

Howdy, I've got a job 'job1' and my dev/stg/prod target in my databricks.yamlCurrently, I have this configurationfor  my job:email_notifications: on_success: - me@myorg.com on_failure: - me@myorg.comwebhook_notifications: on_failure: - id: ${var.w...

  • 8 Views
  • 0 replies
  • 0 kudos
chris_y_1e
by > New Contributor II
  • 273 Views
  • 4 replies
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Self-joins are blocked on remote tables

In our production databricks workflow, we have been getting this error since yesterday in one of the steps:org.apache.spark.SparkException: Self-joins are blocked on remote tablesWe haven't changed our workflow or made any configurations for the data...

  • 273 Views
  • 4 replies
  • 0 kudos
Latest Reply
TomRenish
New Contributor III
  • 0 kudos

@chris_y_1e  take a look at your cluster config to see if you're tripping up on the same condition I was.  See my comment, above.

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3 More Replies
LorenRD
by > Contributor
  • 9666 Views
  • 14 replies
  • 11 kudos
  • 9666 Views
  • 14 replies
  • 11 kudos
Latest Reply
didadaniel
Visitor
  • 11 kudos

I'm also interested in letting the auth for notebooks/dashboard embedding been delegated to the app, is there any progress been made in that capability? And maybe a stupid question, how do I reach out to my account team? 

  • 11 kudos
13 More Replies
bidek56
by > New Contributor II
  • 739 Views
  • 7 replies
  • 2 kudos

Resolved! When will DB release runtime with Scala 2.13

When will DB release runtime with Scala 2.13? Thx

  • 739 Views
  • 7 replies
  • 2 kudos
Latest Reply
JoseSoto
New Contributor II
  • 2 kudos

Spark 4 is coming and it's only going to support Scala 2.13, so a Databricks Runtime with Spark 3.5.x and Scala 2.13 should be released soonish.

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6 More Replies
sebascardonal
by > New Contributor II
  • 902 Views
  • 4 replies
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LangGraph MemorySaver checkpointer usage with MLflow

Hi everyone.I am working on a graph that utilizes the MemorySaver class to incorporate short-term memory. This will enable me to maintain a multi-turn conversation with the user by storing the chat history.I am using the MLflow "models from code" fea...

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  • 4 replies
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Latest Reply
sebascardonal
New Contributor II
  • 0 kudos

Hi @moemedina. No, I didn't.I'm considering using ChatModel/ChatAgent class to wrap the graph and be able to move on. However, the MLflow documentation is still referring to ChatModel where Chat Agent is the latest recommendation:MLflow ChatModel Doc...

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3 More Replies
Prashiratnam123
by > New Contributor
  • 133 Views
  • 4 replies
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Unable to connect to the cluster

Container launch failure:An unexpected error was encountered while launching containers on worker instances for the cluster. Please retry and contact Databricks if the problem persists.Instance ID: i-02aadc9a7c3532af0Internal error message: Failed to...

  • 133 Views
  • 4 replies
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Latest Reply
Prashiratnam123
New Contributor
  • 0 kudos

hi I'm using community addition.Regards,Sundaram

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3 More Replies
DaPo
by > New Contributor II
  • 29 Views
  • 0 replies
  • 0 kudos

DLT Streaming With Watermark fails, suggesting I should add watermarks

Hi all,I have the following Problem: I have two streaming tables containing time-series measurements from different sensor data, each feed by multiple sensors. (Imagine: Multiple Temperature Sensors for the first table, and multiple humidity sensors ...

  • 29 Views
  • 0 replies
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UddP
by > New Contributor III
  • 9415 Views
  • 21 replies
  • 1 kudos

Resolved! My Databrick exam got suspended just for coming closer to laptop screen to read question and options

Hi team,My Databricks Certified Data Engineer Associate exam got suspended within 10 minutes.I had also shown my exam room to the proctor. My exam got suspended due to eye movement. I was not moving my eyes away from laptop screen. It's hard to focus...

  • 9415 Views
  • 21 replies
  • 1 kudos
Latest Reply
Cert-Team
Databricks Employee
  • 1 kudos

@marcofare93 Yes

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20 More Replies
ashishlimaye
by > New Contributor
  • 50 Views
  • 1 replies
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Subject: Regarding Ticket 00634058

Hi Team,I have raised the ticket #00634058 requesting to reschdule Databricks Data Engineer Associate Exam. I haven't got response on it yet. Can anybody please check and help me to reschedule the exam asap.Email Id: ashishlimaye93@gmail.com

  • 50 Views
  • 1 replies
  • 0 kudos
Latest Reply
Cert-TeamOPS
Databricks Employee
  • 0 kudos

Hello @ashishlimaye ,We are sorry to hear that your exam was suspended. Thank you for filing a ticket with our support team. Please allow the support team 24-48 hours for a resolution. In the meantime, you can review the following documentation: Beha...

  • 0 kudos
kirti-11
by > New Contributor
  • 28 Views
  • 0 replies
  • 0 kudos

Databricks Serving Endpoint 400 Error: Model Response Format Issue while langgraph tool calling

Dear Databricks Community,I am seeking assistance with an issue I've encountered while deploying a model on Databricks. When invoking the serving endpoint, I receive the following error message sometimes:400 Client Error: Error: Model response did no...

  • 28 Views
  • 0 replies
  • 0 kudos
pranav_
by > Visitor
  • 48 Views
  • 1 replies
  • 0 kudos

How to Query All the users who have access to a databricks workspace?

Hi There,I'm new to Databricks and we currently have a lot of users among different groups having access to a databricks workspace. I would like to know how I could query the users, groups and Entitlements of each groups using SQL or the API. Incase ...

  • 48 Views
  • 1 replies
  • 0 kudos
Latest Reply
tejaskelkar
  • 0 kudos

To query all users who have access to a Databricks workspace, you can follow these steps:1. Check Workspace Users via Admin ConsoleIf you are a workspace admin, navigate to the Admin Console in the Databricks UI. Under the "Users" tab, you can view a...

  • 0 kudos
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