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Lakehouse, Lagers & Legends — Bangalore Meetup | December 13

Governing the Full Data Lifecycle: From Ingestion to Insight with Unity Catalog Date: Saturday, December 13 Time: 12:00 PM – 3:00 PM Location: Bengaluru, Karnataka (Register to see address) Registration: Approval required Register Here! About Thi...

  • 67 Views
  • 1 replies
  • 2 kudos
12 hours ago
Join us for another BrickTalk: Vibe-Coding Databricks Apps in Replit with Augusto!

BrickTalk: Vibe-Coding Databricks Apps in Replit Discover how to vibe-code Databricks Apps in Replit and accelerate your development workflow. Follow along as we demonstrate techniques for going from concept to demo in record time.  Join us for a han...

  • 915 Views
  • 4 replies
  • 4 kudos
2 weeks ago
Celebrating Our First Brickster Champion: Louis Frolio

Our Champion program has always celebrated the customers who go above and beyond to engage, help others, and uplift the Community. Recently, we have seen remarkable participation from Bricksters as well—and their impact deserves recognition too. Begi...

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  • 6 replies
  • 12 kudos
2 weeks ago
Big Book of Data Engineering - Get how-tos, code snippets and real-world examples

As data volume and complexity increase, engineers are left figuring out how to manage, monitor and maintain fragile pipelines while also handling fragmented tools. The Big Book of Data Engineering equips you with cutting-edge methods for building pip...

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  • 5 replies
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3 weeks ago
Level Up with Databricks Specialist Sessions

How to Register & Prepare If you're interested in advancing your skills with Databricks through a Specialist Session, here's a clear guide on how to register and what free courses you can take to prepare effectively. How to Begin Your Learning Path S...

  • 2598 Views
  • 2 replies
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10-02-2025
⭐ Setup Spark with Hadoop Anywhere : A DBR aligned local Spark+HDFS+Hive stack on Docker⭐

Hello Community, Let me start off with a quick question: Have you ever... Migrated your workloads from on-prem Spark to Databricks and encountered a bug and thought, “I wish I could repro this locally to debug the issue without burning cluster hours...

  • 1700 Views
  • 12 replies
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3 weeks ago
🌟 Community Pulse: Your Weekly Roundup! November 21 – 27, 2025

A warm and vibrant week in the Databricks Community! Even with the Thanksgiving celebrations in full swing, the Community kept the spark alive – sharing insights, solving tricky questions, and dropping some solid technical gems.Here’s your weekly rou...

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Friday

Community Activity

Nisha_Tech
by > New Contributor II
  • 614 Views
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Databricks Asset Bundle Deployment Fails in GitHub Actions with Federated Identity Credentials

I am using a service principal with workspace admin access to deploy Databricks asset bundles. The deployment works successfully via Jenkins using the same credentials and commands. However, when attempting the deployment through GitHub Actions, I en...

  • 614 Views
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Latest Reply
bendakota
Visitor
  • 0 kudos

I recently ran into a similar issue attempting to deploy with the Terraform Databricks provider:provider "databricks" {host = <host>azure_workspace_resource_id = <workspace_resource_id>azure_client_id = <azure_client_id>azure_client_secret = <azure_c...

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djfabiovarga
by > New Contributor III
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Resolved! Databricks Free-Edition - Hive_Metastore

Hi,Today I went to access the Databricks Free_Edition catalog: Legacy / Hive_Metastore and it wasn't there.Is it no longer available in this version or have they changed it?Thanks,Fabio

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Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 3 kudos

Free edition from the beginning had only UC

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4 More Replies
Adil
by > New Contributor
  • 3348 Views
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Find value in any column in a table

Hi,I'm not sure if this is a possible scenario, but is there, by any chance a way to query all the columns of a table for searching a value? Explanation: I want to search for a specific value in all the columns of a databricks table. I don't know whi...

  • 3348 Views
  • 4 replies
  • 2 kudos
Latest Reply
Hubert-Dudek
Esteemed Contributor III
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3 More Replies
iFoxz17
by > Visitor
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  • 1 replies
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Databricks academy error setup - Free Edition with Serverless Compute

Databricks is passing from the Community Edition to the Free Edition, which I am currently using.When executing the Includes/Classroom-setup notebooks the following exception is raised: [CONFIG_NOT_AVAILABLE] Configuration dbacademy.deprecation.loggi...

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Latest Reply
ManojkMohan
Honored Contributor II
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@iFoxz17 The CONFIG_NOT_AVAILABLE error (SQLSTATE: 42K0I) occurs because spark.conf.get(key) in Databricks Free Edition throws an exception for missing configuration keys like dbacademy.deprecation.logging, instead of returning the default value as e...

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JUMAN4422
by > New Contributor III
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  • 8 replies
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DELTA LIVE TABLE -Parallel processing

how can we process multiple tables within a delta live table pipeline parallelly as table names as parameters.

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Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 0 kudos

Maybe better approach will be to use dlt meta https://databrickslabs.github.io/dlt-meta/index.html

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jpdoliveira
by > Visitor
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Create a table from external location volume using terraform

Hi everyone,I’m trying to create a table in Unity Catalog from a folder that lives inside a Volume, but I can’t get Terraform to create it successfully.Below is the simplified/anonymous version of my Terraform setup.I have:* A Unity Catalog* A Schema...

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  • 3 replies
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Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 0 kudos

It will not work because it will detect that the locations overlap. I tried it in some experiments, like displaying delta_log in volumes, but it didn't work. In fact, it is secure this way as the Delta files in volume would bypass Unity Catalog ACL f...

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Hemanthr
by > New Contributor
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Genie - Value dictionary

When I add the tables to the genie space, it automatically turns on the value dictionary for first 120 string fields, Is there a way to disable them by default and add only to the needed fields later?I am working in curating responses for around 15 t...

  • 11 Views
  • 1 replies
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Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 0 kudos

"Value sampling is enabled by default for all Genie spaces." The only solution that I see is to build json and use as a serialized_space template https://docs.databricks.com/api/azure/workspace/genie/getspace

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AlexG
by > New Contributor III
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How to add a line break for Data labels in Visualization Editor

How can I add a break line between data labels in Visualization Editor?Not seeing anything in the documentation that helpsI would like the data labels in the example below to show as:trade count: 223Price: 84.71875 

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K_Anudeep
by Databricks Employee
  • 1700 Views
  • 12 replies
  • 22 kudos

⭐ Setup Spark with Hadoop Anywhere : A DBR aligned local Spark+HDFS+Hive stack on Docker⭐

Hello Community, Let me start off with a quick question: Have you ever... Migrated your workloads from on-prem Spark to Databricks and encountered a bug and thought, “I wish I could repro this locally to debug the issue without burning cluster hours...

ChatGPT Image Nov 14, 2025, 08_15_13 AM.png
  • 1700 Views
  • 12 replies
  • 22 kudos
Latest Reply
siva-anantha
Contributor
  • 22 kudos

Thank you for sharing this. I have tried this in the past and gave up at certain point. It is helpful

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11 More Replies
nk-five1
by > Visitor
  • 49 Views
  • 6 replies
  • 2 kudos

UC volumes not useable in Apps?

I have to install some custom library in a Python Databricks App. According to the documentation this should be possible through UC volumes:https://docs.databricks.com/aws/en/dev-tools/databricks-apps/dependencies#install-wheel-files-from-unity-catal...

Administration & Architecture
App
UC volumes
Unity Catalog
  • 49 Views
  • 6 replies
  • 2 kudos
Latest Reply
Hubert-Dudek
Esteemed Contributor III
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5 More Replies
new_user_ptl
by > New Contributor
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Create external table using iceberg not working

I'm trying to create a external iceberg table on top of files I have in s3 created using a spark job that runs outside of databricks using Hadoop catalog.Create External table table_name using iceberg location 's3://myicebergbucket/iceberg_table_path...

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Latest Reply
iyashk-DB
Databricks Employee
  • 0 kudos

Databricks doesn’t support the LOCATION clause for Iceberg in Unity Catalog; Iceberg tables must be created as managed tables without a path, or read via a foreign catalog. Trying USING iceberg LOCATION 's3://...' triggers “Managed Iceberg tables do ...

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4 More Replies
tarunnagar
by > Contributor
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How to Optimize Data Pipeline Development on Databricks for Large-Scale Workloads?

Hi everyone,I’m working on building and optimizing data pipelines in Databricks, especially for large-scale workloads, and I want to learn from others who have hands-on experience with performance tuning, architecture decisions, and best practices.I’...

  • 42 Views
  • 2 replies
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Latest Reply
iyashk-DB
Databricks Employee
  • 0 kudos

Yes, +1 to @szymon_dybczak  This is the best doc to start with on the optimization part - https://www.databricks.com/discover/pages/optimize-data-workloads-guide

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elgeo
by > Valued Contributor II
  • 7320 Views
  • 9 replies
  • 10 kudos

Clean up _delta_log files

Hello experts. We are trying to clarify how to clean up the large amount of files that are being accumulated in the _delta_log folder (json, crc and checkpoint files). We went through the related posts in the forum and followed the below:SET spark.da...

  • 7320 Views
  • 9 replies
  • 10 kudos
Latest Reply
iyashk-DB
Databricks Employee
  • 10 kudos

Delta Lake does automatically clean up _delta_log files (JSON, CHECKPOINT, CRC), but only when two conditions are met: The retention durations are respectedBy default: delta.logRetentionDuration = 30 days delta.deletedFileRetentionDuration = 7 day...

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Jenni
by Databricks Employee
  • 13 Views
  • 0 replies
  • 0 kudos

Guest Lecture by Databricks expert Sai Yang on Big Data and AI

We are delighted to share more about our most recent Databricks guest lecture delivered by Sai Yang on big data and AI at Bonn-Rhein-Sieg University of Applied Sciences.The aim of the event was to link theoretically learned concepts with concrete pra...

  • 13 Views
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AlexSantiago
by > New Contributor II
  • 14996 Views
  • 22 replies
  • 4 kudos

spotify API get token - raw_input was called, but this frontend does not support input requests.

hello everyone, I'm trying use spotify's api to analyse my music data, but i'm receiving a error during authentication, specifically when I try get the token, above my code.Is it a databricks bug?pip install spotipyfrom spotipy.oauth2 import SpotifyO...

  • 14996 Views
  • 22 replies
  • 4 kudos
Latest Reply
sassasc
Visitor
  • 4 kudos

really great information

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21 More Replies
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