- 969 Views
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Resolved! Has anyone prototyped Databricks Lakebase or deployed it in a production environment?
Has anyone prototyped Databricks Lakebase or deployed it in a production environment? I'd be interested in hearing about your experience, including any lessons learned, performance observations, or challenges you encountered.I’ve spent quite a bit of...
- 969 Views
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-->Every enterprise runs two database worlds: Postgres/Oracle for transactions, and a Lakehouse for analytics traditionally connected by a fragile CDC pipeline. -->Databricks now runs your transactions AND your analytics on one platform, one governed...
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- 7180 Views
- 8 replies
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Resolved! Databricks cleanroom functionality and billing
I'm new to Databricks and have been tasked with exploring Databricks Clean Rooms. I'm a bit confused about how billing works for Clean Rooms and their overall functionality. Specifically, I'm curious about the following:Environment Hosting: Are Clean...
- 7180 Views
- 8 replies
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Databricks no longer charges a per-collaborator fee for Clean Rooms as of Jan 2026. The earlier replies in this thread that reference a per-collaborator daily charge are outdated and should not be used for current billing decisions. Lower cost: No mo...
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- 585 Views
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Best Practices and Questions for Configuring High QPS AI Search Endpoints in Databricks
Hello Databricks Community,I am exploring the configuration and scaling of high QPS (Queries Per Second) endpoints for Databricks AI Search, as described in the official documentation. I have several questions and would appreciate insights from anyon...
- 585 Views
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For high-QPS AI Search endpoints in Databricks, I’d start by separating the problem into latency, throughput, scaling, and cost. Make sure you know your target QPS, acceptable p95/p99 latency, query size, embedding/model latency, and whether traffic ...
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- 719 Views
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Resolved! How Can I Analyze Gaming Website Traffic and Search Trends with Databricks?
I'm learning Databricks, and I'm interested in using it to analyze data from a gaming website focused on Tomodachi Life ROM .I'd like to understand the best approach for building a simple analytics workflow.Some questions I have are:How can I import ...
- 719 Views
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For a beginner, I’d keep the Databricks workflow fairly simple: start by importing your CSV or Google Analytics export into a Delta table, then use Databricks SQL or notebooks to explore the data.You can use PySpark for cleaning, transforming, and ag...
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- 506 Views
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Do you see a future where enterprise MDM platforms like Informatica MDM could be fully replaced ?
Do you see a future where enterprise MDM platforms like Informatica MDM could be fully replaced or reimagined on Databricks? Databricks has evolved far beyond a data engineering platform. With its growing ecosystem of connectors, governance capabilit...
- 506 Views
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Hi @rkhand14_ltm ,We are moving quickly toward a world where Databricks can handle almost the entire MDM workload natively through a Composable MDM approach.Instead of buying a monolithic, black-box MDM, you can build it right where your data already...
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- 462 Views
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Resolved! Video Recordings of Previous Webinars
Hello.There are a lot of webinars and events / meetings that happened in the past. Is there a way where we can get those recordings of events? Surya
- 462 Views
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- 5581 Views
- 6 replies
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"PutWithBucketOwnerFullControl" privilege missing for storage configuration
Hi. I've been unable to create workspaces manually for a while now. The error I get is "MALFORMED_REQUEST: Failed storage configuration validation checks: List,Put,PutWithBucketOwnerFullControl,Delete". The storage configuration is on a bucket that ...
- 5581 Views
- 6 replies
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Thanks Rahul! I was trying to provision a workspace in a different region than my buckets. That was the issue.
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- 2167 Views
- 7 replies
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Resolved! Labs
Hi, others have asked this before so apologies in advance but I can't seem to find any useful advice on how to access the labs. I have an active Databricks Academy Labs Subscription (stated as active when logged on) but I seem to only have access to...
- 2167 Views
- 7 replies
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Hi @Wintermute, how are you doing today?As per my understanding, I don’t think signing up as a customer instead of a partner is the issue.First, make sure you are using the same email address that is linked to your Labs Subscription. Also, try openin...
- 5 kudos
- 372 Views
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comprehensive guide or usecases for data engineering hands-on
Hello members,I have access to my databricks environment and I see it already includes sample data sets (under "samples" database).I find the learning paths are very basic and not any close the real use cases. Are there any advanced hands-on use case...
- 372 Views
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Hi Manjunath How are you doing today? I felt the same way starting out, so I know what you mean. The best structured resource is dbdemos.ai, maintained by the Databricks team. It installs full end to end demos into your workspace in one line (pip in...
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- 1054 Views
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ISV Partnership
I have applied for ISV Partnership in databricks . How many days are taken to review the application or revert back from databricks Team.Thanks,Pragya Sharma
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- 641 Views
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New to the community!
I’m Chris Gambill, founder of Gambill Data in Knoxville, Tennessee. I’ve spent 26 years working across data engineering, architecture, and leadership, primarily in telecom, manufacturing, and finance. Gambill Data recently joined the Databricks Partn...
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Welcome to this wonderful group Chris!! While I am a Databricks & Snowflake practitioner myself, I have been constantly learning a lot of things in this group. Looking forward to connecting with you.
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- 661 Views
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Hello from a new member!
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...
- 661 Views
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Hi @arijitsam -Great to meet you! You’ve inspired me to write an introduction post as well. I usually focus on telecom, manufacturing, and financial services, but many of the same patterns hold across industries.My preferred approach is to ingest int...
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- 845 Views
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Resolved! How to restore a workspace ( Cancelled) by mistake
Hello Team, I accidentally cancelled a subscription for a workspace and I lost all the notebooks, jobs along with it. How do I get them restored from Databaricks. Storage is on AWS s3 bucket using unity catalog and I still have access to s3 on aws.I ...
- 845 Views
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Hey @pk35 , I did some digging and here is what I found. However, before we get to recovery, the most important step is pinning down exactly what got cancelled, because there are three possibilities and they have very different outcomes. You cancell...
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- 345 Views
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Hello @Sadunkalhara, Could you please provide a bit more detail about your question regarding the registration code? This will help the community better understand what you're looking for and assist you more effectively.
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- 607 Views
- 1 replies
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Resolved! Building Plug-ins for AI/BI Dashboard
I want to develop some plug-ins in Databricks to allow me build 3D charts and visualisations that I can use code stubs from external sources like ObservableHQ. The visualisations can be written in any framework or language, but I was looking for a wa...
- 607 Views
- 1 replies
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My understanding is Databricks AI/BI dashboards are not really built like Grafana where you can install custom visualization plug-ins inside the dashboard itself. So if the requirement is true custom 3D charts using ObservableHQ / Three.js / custom J...
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