Hey Community! Join us for a free Databricks Community sponsored BrickTalk on Thursday, July 30! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with data and AI, ...
Community Ask Hey Community! Your Databricks Community profile is often the first thing other members see when they come across your posts, solutions, blogs, or event participation. A complete profile helps other members understand who you are,...
Help Your Knowledge Reach More People Every Technical Blog, Community Article, MVP article, or answer you share can help someone beyond the Databricks Community. Small improvements in how you write can make your content easier to discover through C...
WEBINARTime: July 21 / 8:00 AM PT Whether you’re building an agentic AI roadmap or pressure-testing your current approach, you’ll gain a clearer view of how leading enterprises are approaching agentic AI, and where the biggest opportunities lie ahead...
Monthly Recap • June 2026 Community Fellows Community Fellows are Bricksters who show up – in the forums, for customers, and for the community. Some months, that means going beyond the forums. June was one of them – Fellows brought their energy t...
Product recommendations help guide customers through their shopping journey. The Building Common Sense Product Recommendations With LLMs Solution Accelerator shows how retailers can use LLMs to develop recommendations for new-to-market products by tu...
The Weekly Digest • July 6 – July 12 Community Pulse From hot takes to resolved threads – here's everything you need to catch up. This Week's Community Stars The members who showed up and made a difference this week: @balajij8 @Sumit_7 + To...
@Cert-Team @Cert-TeamOPS My Databricks Data Engineer Associate exam was suspended for the second time while taking it online. During this attempt, I had reached approximately question 40 out of 55. The only warning I received from the proctor was tha...
I've just setup a new Databricks account on AWS with a workspace with "Serverless compute and default storage" and I am unable to access the public internet from notebooks and jobs for all but a handful of domains.A subset works fine, I've identified...
Hi there, from your note and comments, I couldn't gather if you have tried standard compute. Did you experience the same issues with standard compute? With serverless, you might experience some snags since the infrastructure is owned by Databricks an...
Environment:Bundle engine: directResource type: Volume (Unity Catalog)Problem:I'm trying to use the lifecycle field with prevent_destroy: true on a Unity Catalog volume resource in my Declarative Automation Bundle (DAB). the validation fails with:Err...
@animeshjain What's happening is that two different components are checking your config, and they are at different versions.databricks bundle schema is generated from the CLI binary itself, and your CLI is latest enough enough to know about lifecycle...
Hi there,We're recently being seeing issues with both classic all-purpose compute clusters (multi node specifically) and job clusters (also multi node) failing due to STORAGE_DOWNLOAD_FAILURE_SLOW → BOOTSTRAP_TIMEOUT.Our understanding is that this is...
We hit this exact failure mode a few months ago, so I can share how it played out for us and where I think your situation differs.Observations: Every cluster in one of our environments started failing with BOOTSTRAP_TIMEOUT. The instances themselves ...
Hi Databricks Community,I have been using Databricks Free Edition for learning and practice, but suddenly it is not working as expected. I am unable to continue my notebooks and practice work.I wanted to check if anyone else is facing a similar issue...
I am facing similar issue, not able to access Free Edition for last 12 hrs or so.
Taking exams is so stressful already, and if your exam gets suspended it is extra stressful. Don't worry! Our support team is awesome and will help you get back on track. The most important step is to file a ticket in our Help Center. Be sure to inc...
Hi Support Team and Community,I am writing this post to request a status update on my ticket, as I am currently unable to track its progress via the Help Center.Here are the details of my request:Ticket ID: #00966239Submission Time: 23:27, Wednesday,...
Performance optimization in Databricks used to follow a familiar playbook:Partition large Delta tables.Compact small files with OPTIMIZE.apply ZORDER BY on frequently filtered columns.Run VACUUM.Collect statistics.Increase cluster size when queries r...
Hello Databricks CommunityI finally jumped in and set up my profile this week. I wanted to drop a quick note to introduce myself and say hello to the fellow data minds here.I've spent the last 13+ years operating as a Data Architect and Engineer, wit...
Welcome to the community! Your experience will be a great addition here. Auto Loader, Delta tables, and Unity Catalog have been solid choices for scalable ingestion in my projects. Looking forward to your insights and discussions.
Hello wonderful people . I am currently in the process of applying to create a Databricks user group for my region and would like some assistance in the process. It might will be first in my country and I am optimistic but a bit nervous Below are som...
@asher_ayal_123 wrote:Hello wonderful people . I am currently in the process of applying to create a Databricks user group for my region and would like some assistance in the process. It might will be first in my country and I am optimistic but a bit...
I know about the clone API:<databricks-instance>/api/2.0/pipelines/<pipeline-id>/clonebut it only works within the same workspace.Is it possible to achieve the same result manually?As I understand:I can't choose where checkpoints are migrated to in U...
From what I've seen, there isn't a supported manual way to migrate a DLT pipeline with its checkpoints across workspaces. The checkpoint location is managed by the platform, so you don't get control over moving or reusing it. If preserving streaming ...
Full-text search index on Databricks. I managed to search 400 times faster! Read more about CREATE SEARCH INDEX #databricks https://www.sunnydata.ai/blog/databricks-full-text-search-index-benchmark https://medium.com/databrickscommunity/full-text-sea...
Hi all,We are experiencing an AnalysisException when migrating our Databricks cluster runtime from 13.3 LTS to 16.4 LTS (Scala 2.13), and would appreciate your help in identifying the root cause.**Error:**```AnalysisException: [UNRESOLVED_ROUTINE] Ca...
It doesn't sound like the === operator itself is the issue, since it should compile into a normal Catalyst expression rather than a SQL function call. The fact that Spark is trying to resolve = as a routine makes me suspect a catalog or analyzer beha...
Hi,I'm working on a trade surveillance agent and need access to foundation model endpoints.Currently getting this error when calling any LLM endpoint:Error: "The endpoint is temporarily disabled due to a Databricks-set rate limit of 0"Could you pleas...
@KarthikRK Free edition may not be used for commercial purposes. You can create a new Databricks account by starting a free trial or create a paid workspace if you would like access to key features like best models.
Hello @Jim ,I completed all four modules of Learning Pathway 1 (Associate Data Engineering) for the Advanced Learning Festival on July 6, 2026, the published end date of the event. My Academy account email is [datasci.patel.rupesh@gmail.com]. Screens...
Hi @Ashwin_DSA ,Thank you for the confirmation. Following up as it's now July 17 and I haven't yet received the voucher at the email address associated with my Academy account (I've checked spam/promotions folders as well).For reference, I completed ...
Hi All,As part of my Databricks learning journey, I am trying installing the Lakebridge in my system but getting below error.Traceback (most recent call last):File "C:\Users\himan\.databricks\labs\lakebridge\state\venv\Lib\site-packages\databricks\sd...
@Himanshu_Singh wrote:Hi All,As part of my Databricks learning journey, I am trying installing the Lakebridge in my system but getting below error.Traceback (most recent call last):File "C:\Users\himan\.databricks\labs\lakebridge\state\venv\Lib\site-...
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Most teams I work with don't struggle with the AI part of MLOps. They struggle with the boring parts: getting code from a notebook into production without breaking it, knowing when a model has gone st...
Build a sub-second operational dashboard on live streaming data, starting with a live Kafka stream This blog is a full end-to-end walkthrough for practitioners on how to build real-time applications u...
As organizations scale their AI initiatives on Databricks, a common pattern emerges: one team builds and maintains a vector store, while other teams across different workspaces need to query it. Perha...
Unified stack for geospatial workloads Every day, hundreds of thousands of vessels broadcast their position, speed and heading via AIS. That data stream is a goldmine: commodity traders can sharpen ET...
