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Upcoming Community BrickTalk: Bringing (Geo)Spatial Awareness to your Conversational Agents

Hey Community! Join us for a free, Community-Sponsored BrickTalk where Databricks experts will break down exactly how to give your conversational agents true spatial awareness. BrickTalks is a community event series where Databricks experts share rea...

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Monday
Advanced Learning Festival: 15 June - 06 July 2026

Grow Your Skills and Earn Rewards! Mark your calendar: June 15 – July 6, 2026 Join us for a three-week event dedicated to learning, upskilling, and advancing your career in data engineering, analytics, machine learning, and generative AI. Whethe...

  • 167559 Views
  • 443 replies
  • 128 kudos
05-14-2026
Build apps without jumping through hoops

Learn how the lakebase architecture decouples compute from storage, so you can build, ship and run agents and apps faster. Databricks has introduced a new category of serverless Postgres database built to integrate seamlessly with your lakehouse sta...

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3 weeks ago
Databricks Community Champion - June 2026 - Amira Bedhiafi

Our Community Champion Program celebrates members who go above and beyond to share knowledge, support fellow practitioners, and help make the Databricks Community a valuable place to learn and grow. Each month, we recognize individuals whose expertis...

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a week ago
Solution Accelerator Series | Product Quality Inspection

Advances in deep learning have made computer vision a practical approach for product quality inspection. The Product Quality Inspection Solution Accelerator shows how organizations can implement an end-to-end computer vision pipeline, build and train...

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  • 1 kudos
Tuesday
🌟 Community Pulse: Your Weekly Roundup! June 22 – 28, 2026

The Weekly Digest • June 22 – June 28 Community Pulse The SUMMIT ended. The CONTENT didn't. Your weekly roundup is here. This Week's Community Stars   The members who showed up and made a difference this week: @balajij8 @Yogasathyandrun @Sumit...

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  • 1 replies
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Wednesday

Community Activity

freddyT
by > New Contributor
  • 224 Views
  • 5 replies
  • 0 kudos

DBR 17.3 – sporadic import failures from bundle

Hi all,Since two days ago we've been getting sporadic Python import failures on DBR 17.3, with no change on our side. The errors are either "cannot import name ..." or "no module named ...", and they come and go: the same code fails on one run and pa...

  • 224 Views
  • 5 replies
  • 0 kudos
Latest Reply
jason533
New Contributor III
  • 0 kudos

Thank you for your reply. In our case, it isn't wheel caching because we don't utilize a wheel. We use a Databricks Asset Bundle to bring our straightforward Python script tasks directly into the workspace. Tinytask modern automation software for key...

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4 More Replies
Hubert-Dudek
by Databricks MVP
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Resilience, cross-region, and cross-cloud

None of the new features matters if your platform goes down when a region or cloud has an outage. Cross-region and cross-cloud recovery is non-negotiable. This is key for any platform hosting applications, as it enables the components mentioned above...

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Advika
by Community Manager
  • 261 Views
  • 1 replies
  • 3 kudos

🌟 Community Pulse: Your Weekly Roundup! June 22 – 28, 2026

The Weekly Digest • June 22 – June 28 Community Pulse The SUMMIT ended. The CONTENT didn't. Your weekly roundup is here.   This Week's Community Stars   The members who showed up and made a difference this week: @balajij8 @Yogasathyandrun @Su...

Untitled design (12).png Screenshot 2026-07-02 at 12.34.22 AM.png Untitled design (34).png creating-brand-aligned-images-inbody-graphics.png
  • 261 Views
  • 1 replies
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Latest Reply
Sumit_7
Esteemed Contributor
  • 3 kudos

Kudos to all contributors and members  I know I have been contributing significantly less than earlier - culprit: FIFA WC26 Thanks for sharing/mention @Advika !

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Anish_2
by > New Contributor III
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  • 0 replies
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Intialization stage is taking time in lakehouse pipeline

Hello Team,My intialization stage in lakehouse pipeline is taking 5-6 mins. When i checked event log table,below are statsMessage Reported flow time metrics for flowName: 'pipelines.flowTimeMetrics.missingFlowName'. is repeatedly coming for 4-5 mins....

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Data Engineering
lakehouse pipelines
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Tushar_Parekar
by Databricks Employee
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Announcement | How Stagwell built privacy-safe ID matching on Databricks

Stagwell has shared a privacy-safe identity matching pattern on Databricks that helps brands connect fragmented first-party data with an identity graph without sending raw customer records outside their own environment. What’s new Install the app whe...

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Hubert-Dudek
by Databricks MVP
  • 162 Views
  • 0 replies
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Reverse ETL

As the Lakehouse becomes your primary data and application platform and everything is consolidated there, you will occasionally need to push that data outwards. For example, to run a marketing campaign in Google Ads. #databricks #DataAISummit https:/...

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charl-p-botha
by > Databricks Partner
  • 129 Views
  • 1 replies
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How to limit the AI/BI dashboard sharing people-picker to workspace members

Dear community,We follow the environment-isolation guidance in [1], relying on between-workspace and within-workspace separation (Unity Catalog, catalog-workspace bindings, ACLs). In our case we have different groups of users each assigned to their o...

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  • 1 replies
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Latest Reply
Ashwin_DSA
Databricks Employee
  • 0 kudos

Hi @charl-p-botha, Your concern is understandable, and based on the current public documentation, what you are seeing is consistent with how AI/BI dashboard sharing works today. Published AI/BI Dashboards are documented as shareable with users and gr...

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jsperson
by > New Contributor III
  • 6289 Views
  • 8 replies
  • 5 kudos

Resolved! Can't Access Labs

I have a new subscription to the labs and am enrolled in a labs enabled course (Data Ingestion with Lakeflow Connect). Nowhere can I find a link to access the lab material. The course looks identical to the free version. The screens in the "Accessing...

Training offerings
labs
Subscription
  • 6289 Views
  • 8 replies
  • 5 kudos
Latest Reply
KRJCooperators
New Contributor
  • 5 kudos

I too do not find any link for the labs, even though they are mentioned in each chapter of "Introduction to Python for Data Science and Data Engineering" I study. I am taking this course via a link my company forwarded me.

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7 More Replies
vknab
by > New Contributor
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DB runtime 18

Hello,Spark 4.0.1 in Java 17 has been built with scala 2.13.17 due to incompatibiliy with scala 2.13.16  see ( https://issues.apache.org/jira/browse/SPARK-53585  in https://spark.apache.org/releases/spark-release-4.1.0.html).How can runtime 18 have c...

  • 76 Views
  • 0 replies
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Tushar_Parekar
by Databricks Employee
  • 129 Views
  • 0 replies
  • 0 kudos

Announcement | Building an open ecosystem for AI governance with Unity AI Gateway

Databricks is expanding the Unity AI Gateway ecosystem with new partner integrations across AI security, identity, observability, and agent governance, helping organizations bring more control and visibility to AI systems as they move into production...

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  • 129 Views
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Eibraao
by > New Contributor II
  • 1648 Views
  • 7 replies
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Disable the dashboard sharing field for dashboard creators

"How can I disable the dashboard sharing field for dashboard creators who are not admins? I tried changing the creator’s permission from 'CAN_MANAGE' to 'CAN_READ', but it had no effect — the creator still retains the 'CAN_MANAGE' permission

  • 1648 Views
  • 7 replies
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Latest Reply
charl-p-botha
Databricks Partner
  • 0 kudos

Any movement on this topic?We too need to restrict sharing, in our case ideally with only other users of the same workspace. As it stands, any user who creates a dashboard can share that dashboard with any account user, across all of our workspaces. ...

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6 More Replies
techarticle
by > New Contributor
  • 382 Views
  • 0 replies
  • 0 kudos

Generative AI Development: What Does It Take to Move from PoC to Production?

Many organizations have successfully built Generative AI proofs of concept. The bigger challenge is deploying enterprise-grade AI systems that are secure, scalable, and deliver measurable business value.Key capabilities that make a difference include...

  • 382 Views
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tasa
by > New Contributor
  • 119 Views
  • 2 replies
  • 0 kudos

lakeflow connect postgres sql

Hi can anyone tell me how to enable tc LakeFlow Connect for Direct Cdc Managed Ingestion Pipeline. it shows that this mode is not available for this workspace for the selected connector.

  • 119 Views
  • 2 replies
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Latest Reply
Ashwin_DSA
Databricks Employee
  • 0 kudos

Hi @tasa,   Just responded to your other post on the same topic. It looks like your workspace is not currently enabled for Direct CDC/integrated CDC for that connector. In Databricks, this commonly surfaces as the DIRECT_CDC_NOT_ENABLED valid...

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1 More Replies
tasa
by > New Contributor
  • 140 Views
  • 2 replies
  • 0 kudos

lakeflow connect postgres sql in uae north

Hi can anyone tell me how to enable tc LakeFlow Connect for Direct Cdc Managed Ingestion Pipeline. it shows that this mode is not available for this workspace for the selected connector.

  • 140 Views
  • 2 replies
  • 0 kudos
Latest Reply
Ashwin_DSA
Databricks Employee
  • 0 kudos

Hi @tasa, It looks like your workspace is not currently enabled for Direct CDC/integrated CDC for that connector. In Databricks, this commonly surfaces as the DIRECT_CDC_NOT_ENABLED validation error, which means the feature is not enabled for the org...

  • 0 kudos
1 More Replies
yyonm
by > New Contributor III
  • 248 Views
  • 3 replies
  • 3 kudos

Resolved! Zerobus ingestion fails in Databricks Free Edition using Service Principal OAuth

Hi everyone!.I developed a Python producer that sends asynchronous dummy messages to Zerobus. I tested it in the Databricks workspace I use at work, and everything worked as expected. The messages were successfully ingested, and I was able to verify ...

  • 248 Views
  • 3 replies
  • 3 kudos
Latest Reply
iyashk-DB
Databricks Employee
  • 3 kudos

Hi, it's worth verifying the exact Unity Catalog permissions before concluding that this is purely an edition limitation. Zerobus specifically requires the following grants: GRANT USE CATALOG ON CATALOG <catalog> TO `<service-principal-id>`; GRANT US...

  • 3 kudos
2 More Replies
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