Ready to level up your skills before the biggest data and AI event of the year? From May 27 through June 3, we are cutting prices in half. Expert-led training courses are just $212.50 each! Register for Data + AI Summit today and pick from 20+ hands...
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2 weeks ago
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...
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- 56 replies
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4 weeks ago
We’re getting ready to pilot the Databricks Detective Series ahead of its launch at Data + AI Summit 2026, and we’re looking for Community members to help test it. Databricks Detective Series is a free, gamified, hands-on experience where you become...
- 1525 Views
- 8 replies
- 8 kudos
4 weeks ago
Join Our Business Impact Accelerator Sessions! We are thrilled to invite you to the Business Impact Accelerator, a specialized single-session program designed specifically for business professionals, executives, and non-technical teams. If yo...
- 360 Views
- 0 replies
- 2 kudos
Friday
Already registered for Data + AI Summit 2026? Join us on Monday, June 15 for the Databricks Apps & Agents for Good Hackathon 2026, hosted in partnership with OpenAI. Secure your spot and apply by Sunday May, 31 Note: Marking RSVP on this Community ...
- 1254 Views
- 1 replies
- 1 kudos
4 weeks ago
DAIS 2026 · Speaker Spotlight A conversationwith Kent Marten On how the Agentic era is finally making geospatial data first class — and why every business question has a location hiding inside it. Catch Kent at DAIS — two sessions Session...
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- 1 kudos
9 hours ago
Customer service teams often need to work with large volumes of unstructured data such as call transcripts, chat messages and other text. The Large Language Models (LLMs) for Customer Service Analytics Solution Accelerator shows how NLP, transformers...
- 60 Views
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- 0 kudos
4 hours ago
The Weekly Digest • June 1 – June 7 Community Pulse Miss something this week? We've got you covered.. This Week's Community Stars The members who showed up and made a difference this week: @szymon_dybczak @balajij8 @ShamenParis + Top Bricks...
- 92 Views
- 0 replies
- 1 kudos
5 hours ago
Community Activity
- 3508 Views
- 1 replies
- 2 kudos
Fine-Grained Access Control in Delta Sharing: Dynamic Views vs Partition Filtering
The Challenge: Sharing Data While Maintaining Privacy Boundaries Imagine you're a global retail company with customer order data spanning multiple regions—North America, Europe, and Asia Pacific. You need to share this data with regional sales partne...
- 3508 Views
- 1 replies
- 2 kudos
Latest Reply
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I think it would also be helpful to note a couple other items as well that I've run into when trying to make this decision.This may sound obvious, but it's worth stating - partition filtering does not work with Liquid Clustering. In order to configur...
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- 21 Views
- 1 replies
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How to change a field when instancing cluster defined as variable?
I define all clusters as variable in separate files, so I can re-use them. Then I am accessing them in jobs as: The issue is that I want to change just the custom_tags in the cluster when instancing it for a job, cause my tags are different for each ...
- 21 Views
- 1 replies
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Latest Reply
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Yes, you can achieve this seamlessly, but not by overriding the custom_tags inside the cluster variable. Instead, you define your specific tags at the Job level, and Databricks automatically merges them with your cluster variable's tags.Because compl...
- 0 kudos
- 17 Views
- 0 replies
- 1 kudos
Upcoming webinar (16th June 2026): using Databricks in a practical invoice automation workflow
Hi everyone,Hopefully this is the right place to share!Myself and a colleague @Pilsner are running a webinar next week (Tuesday 16th June, 4pm UK time), which should be useful for people working in finance, data engineering, analytics or automation.W...
- 17 Views
- 0 replies
- 1 kudos
- 201 Views
- 2 replies
- 0 kudos
Pricing of Genie Space ChatBot
How much is the cost associated for making a ChatBot using this tool? Where can I find a source for the pricing of the tool?Thanks in advance
- 201 Views
- 2 replies
- 0 kudos
Latest Reply
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Databricks recently published a new pricing model for all Genie products that will begin on July 6. Each user receives 150 DBUs of free large language model (LLM) usage every month, usage beyond the free amount is billed in DBUs, reflecting the under...
- 0 kudos
- 179 Views
- 1 replies
- 0 kudos
How to download Course Invoice from Databricks Academy
I recently bought an Instructor-Led Databricks Academy Course, but i am unable to see the option to download an invoice for my Corporate Reimbursement!Anyone aware of how to download or facing the same issue? I checked/skimmed all over Databricks Aca...
- 179 Views
- 1 replies
- 0 kudos
Latest Reply
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Can you try these? Check your email for the purchase confirmation (from learning@databricks.com or a Stripe receipt). That email usually has a "View receipt / Download invoice" link — that link is your reimbursable invoice.Email training@databricks.c...
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- 535 Views
- 2 replies
- 3 kudos
Multi-Agent Supervisor for Hybrid Retrieval with Agent Bricks and MLflow
California beekeepers lost 21% of their honey bee colonies in the first quarter of 2024, the worst quarter for the state in at least a decade, according to the United States Department of Agriculture National Agricultural Statistics Service (USDA NAS...
- 535 Views
- 2 replies
- 3 kudos
Latest Reply
- 3 kudos
Hey @SalmanJafferCFA ! Can you clarify what you are asking? This example did use fully open source/public data (you can find sources in the repo). Are you asking about the difference between using an approach like this and just asking an LLM model an...
- 3 kudos
- 93 Views
- 3 replies
- 1 kudos
Best practice to log Autoloader UNKNOWN_FIELD_EXCEPTION
Hi, When schema evolution is detected, Auto Loader throws an UNKNOWN_FIELD_EXCEPTION, and the error message includes schema information along with other related details. However, when I log the full message, it is too long and contains information th...
- 93 Views
- 3 replies
- 1 kudos
Latest Reply
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Hi @bi_123, I would avoid parsing the full rendered UNKNOWN_FIELD_EXCEPTION message. Databricks explicitly notes in the error-handling documentation that the rendered and parameterised messages are not stable across releases, so any logic that depend...
- 1 kudos
- 326 Views
- 4 replies
- 1 kudos
Resolved! Got error when access delta sharing table with iceberg endpoint
I created an iceberg table within databricks and shared it via delta sharing with tokenThen I use curl command to access it with iceberg endpoint like this:curl -X GET \-H "Authorization: Bearer ***"\-H "Accept: application/json" \"https://ohio.cloud...
- 326 Views
- 4 replies
- 1 kudos
Latest Reply
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Thank you @rdokala , @aleksandra_ch BTW, can I share managed uniformed delta table to external Iceberg clients? I tried this but get the same error, my friend tried, seems fine. I don't know what's the difference.Best regards,Li
- 1 kudos
- 1133 Views
- 8 replies
- 12 kudos
Resolved! Not sure how to get access to lab tutorials / notebook demonstrated in lecture
I am preparing for Databricks Certified Data Engineer Associate/Professional Certifications but not sure how to get access to lab tutorials / notebook demonstrated in lecture, any help would be greatly appreciated. Thanks in advance.Arijit
- 1133 Views
- 8 replies
- 12 kudos
Latest Reply
- 12 kudos
Hi guys, There seems to be quite a bit of interest for practical Databricks tutorials and demos.Apart for the MS-learn Lab exercises I pointed out above, did you know that Databricks published the dbdemo package with lots of practical tutorials? Here...
- 12 kudos
- 38 Views
- 1 replies
- 0 kudos
ANALYZE TABLE ... COMPUTE STATISTICS FOR ALL COLUMNS silently does not update column stats on DBR 15
Hi Databricks Support,We need help confirming whether this is a known DBR 15.4 LTS bug or an unsupported/configuration-specific behavior.SummaryOn a Databricks Runtime 15.4.40 Photon job cluster, `ANALYZE TABLE <catalog>.<schema>.<table> COMPUTE STAT...
- 38 Views
- 1 replies
- 0 kudos
Latest Reply
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Hi @sd1700092, From what I can verify, this looks more like a DBR 15.4 job-cluster issue than expected behaviour. The public ANALYZE TABLE documentation is clear that ANALYZE TABLE ... COMPUTE STATISTICS FOR ALL COLUMNS applies to both Databricks Run...
- 0 kudos
- 60 Views
- 0 replies
- 0 kudos
Solution Accelerator Series | Large Language Models (LLMs) for Customer Service Analytics
Customer service teams often need to work with large volumes of unstructured data such as call transcripts, chat messages and other text. The Large Language Models (LLMs) for Customer Service Analytics Solution Accelerator shows how NLP, transformers...
- 60 Views
- 0 replies
- 0 kudos
- 2329 Views
- 8 replies
- 0 kudos
Error when executing spark.readStream Script
Hi all,When I try to execute the script (as per the screenshot below), in a Notebook cell, I get an error message. I am using Databricks Free Edition, and am not sure if the error relates to the compute cluster that I am using?Any guidance would be ...
- 2329 Views
- 8 replies
- 0 kudos
Latest Reply
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FONE es un portal educativo diseñado para apoyar el aprendizaje mediante el acceso fácil a recursos educativos de calidad, herramientas e información. Ayuda a estudiantes y aprendices a fortalecer sus conocimientos, read more
- 0 kudos
- 38 Views
- 2 replies
- 0 kudos
Certificate not received for Data Engineer Associate completed on 15th May
I passed my certificate on 15th May still no credentials received yet , even checked on credentialsI even submitted a support ticket but no response at all can someone take a look to it as I have to submit the certificate in my company.
- 38 Views
- 2 replies
- 0 kudos
Latest Reply
- 0 kudos
Hello @Jyoti492 ,Thank you for filing a ticket with our support team, Support team will respond shortly. Please note that we cannot provide support via community.Thanks & Regards,@cert-ops
- 0 kudos
- 92 Views
- 0 replies
- 1 kudos
🌟 Community Pulse: Your Weekly Roundup! June 01 – 07, 2026
The Weekly Digest • June 1 – June 7 Community Pulse Miss something this week? We've got you covered.. This Week's Community Stars The members who showed up and made a difference this week: @szymon_dybczak @balajij8 @ShamenParis + Top Bricks...
- 92 Views
- 0 replies
- 1 kudos
- 50 Views
- 1 replies
- 0 kudos
Exam Reschedule Request – Databricks Data Analyst Associate – Technical Failure (Linux/Respondus)
@Cert-Team @Cert-TeamOPS Hi team,I was scheduled to take the Data bricks Data Analyst Associate exam today via Web assessor, provided through a voucher from partner company Thoughts win Systems. Unfortunately, I was unable to launch the exam due to a...
- 50 Views
- 1 replies
- 0 kudos
Latest Reply
- 0 kudos
Hello @yashprtkul ,Sorry to hear you missed your exam window. Please file a ticket with our support team so they can review the case and determine next steps (it is not advised that you post your email address here in community). Please note that we ...
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Apache Spark’s Real-Time Mode Use Case Deep Dive: Gaming Sessionization
This article is a companion to this Databricks blog about a gaming sessionization use case, with a GitHub repo — a self-serve example you can import into your Databricks workspace and run end-to-end t...
[CUSTOMER BLOG] Enabling Seamless Inbound Data Sharing at Magnite
Introduction In this post, we’ll explore how Magnite and Databricks collaborated to build: A foundation for secure and automated data publishing: a Python wheel file that customers install to set up t...
Multi-Agent Supervisor for Hybrid Retrieval with Agent Bricks and MLflow
California beekeepers lost 21% of their honey bee colonies in the first quarter of 2024, the worst quarter for the state in at least a decade, according to the United States Department of Agriculture ...
FinOps at Scale: Building a Repeatable Architecture for Cross-Account Cost Visibility in Databricks
In today’s enterprise data landscape, large organizations often operate multiple Databricks workspaces across cloud accounts, regions, and business units. While this flexibility enables autonomy and s...
