- 129 Views
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Hadoop Walked So Databricks Could Run
Are you familiar with this scenario: Your data team spends 80% of their time fixing infrastructure issues instead of extracting insights.In today’s data-driven world, organisations are drowning in data but starving for actionable insights. Traditiona...
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Great one!! @Senga98 All the best!
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- 391 Views
- 2 replies
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API Consumption on Databricks
In this blog, I will be talking about the building the architecture to serve the API consumption on Databricks Platform. I will be using Lakebase approach for this. It will be useful for this kind of API requirement.API Requirement: Performance:Curre...
- 391 Views
- 2 replies
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Sharp design choices, @rathorer! Appreciate you sharing this detailed architecture.
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- 118 Views
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Validating pointer-based Delta comparison architecture using flatMapGroupsWithState in Structured St
Hi everyone,I’m leading an implementation where we’re comparing events from two real-time streams — a Source and a Target — in Databricks Structured Streaming (Scala).Our goal is to identify and emit “delta” differences between corresponding records ...
- 118 Views
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- 10828 Views
- 6 replies
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Editing value of widget parameter within notebook code
I have a notebook with a text widget where I want to be able to edit the value of the widget within the notebook and then reference it in SQL code. For example, assuming there is a text widget named Var1 that has input value "Hello", I would want to ...
- 10828 Views
- 6 replies
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It seems that only way to use parameters in sql code block is to use dbutils.widget and you cannot change those parameters without removing widget and setting it up again in code
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- 2088 Views
- 6 replies
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Attribute-Based Access Control (ABAC) in Databricks Unity Catalog
What Is ABAC and Why Does It Matter?Attribute-Based Access Control (ABAC) is a data governance model now available in Databricks, designed to offer fine-grained, dynamic, and scalable access control for data, AI assets, and files managed through Data...
- 2088 Views
- 6 replies
- 9 kudos
- 175 Views
- 0 replies
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Databricks Policies and Bundles Inheritance: Let Policies Rule Your DABS
Just the policy_id can specify the entire cluster configuration. Yes, we can inherit default and fixed values from policies. Updating runtime version for 100s of jobs, for example, is much easier this way. Read more: - https://databrickster.med...
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- 411 Views
- 1 replies
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Relationship in databricks Genie
Now you can define relations also directly in Genie. It includes options like “Many to One”, “One to Many”, “One to One”, “Many to Many”. Read more: - https://databrickster.medium.com/relationship-in-databricks-genie-f8bf59a9b578 - https://www.su...
- 411 Views
- 1 replies
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Thank you for sharing with the Community, @Hubert-Dudek!
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- 375 Views
- 1 replies
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Real-Time Mode in Apache Spark Structured Streaming
Real-Time Mode in Spark StreamingApache Spark™ Structured Streaming has been the backbone of mission-critical pipelines for years — from ETL to near real-time analytics and machine learning.Now, Databricks has introduced something game-changing: Real...
- 375 Views
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And now in Public Preview! Thank you for writing this up, @Yogesh_Verma_.
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- 1464 Views
- 16 replies
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(Episode 1: Getting Data In) - Learning Databricks one brick at a time, using the Free Edition
Episode 1: Getting Data InLearning Databricks one brick at a time, using the Free Edition.Project IntroWelcome to everyone reading. My name’s Ben, a.k.a BS_THE_ANALYST, and I’m going to share my experiences as I learn the world of Databricks. My obje...
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- 16 replies
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Thank you, @BS_THE_ANALYST , for sharing this. I didn’t have much time to read it last week since I was preparing for the Databricks Professional exam, but today I finally had the chance, and I have to say - it’s a great article.I really appreciate t...
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- 389 Views
- 2 replies
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(Teaser CHALLENGE - Community Data Pull) - Upcoming Challenge For the Community
Hey everybody, I've been dying to share this with the community. Over the last few weeks, I've been thinking about how I can do a Data Pull from the Community to highlight some of the cool stuff we all do! 拾. Below is a snippet of visual from the Dat...
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I'll aim to have the data for the challenge sorted and ready for next week! . I want to strip out some of the columns and figure out where is best to host the data . Potentially I could have it on the Databricks Marketplace or Github.All the best,BS
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- 676 Views
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9 Powerful 🚀 Spark Optimization Techniques in Databricks (With Real Examples)
IntroductionOne of our ETL pipelines used to take 10 hours to complete. After tuning and scaling in Databricks, it finished in just about 1 hour — a 90% reduction in runtime.That’s the power of Spark tuning.Databricks, built on Apache Spark, is a po...
- 676 Views
- 1 replies
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This is a fantastic breakdown of Spark optimization techniques, @savlahanish27!Definitely helpful for anyone working on performance tuning in Databricks.
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- 445 Views
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(Episode 2: Reading Excel Files) - Learning Databricks one brick at a time, using the Free Edition
Episode 2: Reading Excel FilesLearning Databricks one brick at a time, using the Free Edition.You can download the accompanying Notebook and Excel files used in the demonstration over on my GitHub:Excel Files & Notebook: https://github.com/BSanalyst...
- 445 Views
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@BS_THE_ANALYST that final snippet of code looks very clean! I saw that "sheet name = None" part and was a bit confused why you'd written that as I assumed that was just the default. Turns out the default is "sheet name = 0", which is simply the firs...
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- 343 Views
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Semantic Modelling and Data Products using Agent
Hey Community!We have built something cool for Data Engineers in Databricks!Raw Files -> Semantic Model -> Data Products without writing ETL/ELT Code.Demo/ Guide - https://youtu.be/wjQYXrBwA-oNotebook - https://github.com/Intugle/data-tools/blob/main...
- 343 Views
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- 4 kudos
- 556 Views
- 2 replies
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Data Quality at Scale: My Experience Using Databricks and AWS
Over the past few years working as a data engineer, I’ve seen how quickly companies are moving their platforms to Databricks and AWS. The flexibility and scale these platforms provide are amazing, but one challenge always comes up again and again: ho...
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Hi @Brahmareddy very good insights , I can summarize this as follows: Area Best Practice ExampleSchema ManagementDefine schemas in JSON/YAML, enforce with Delta LakeGovernanceUse Unity Catalog for access, lineage, and ownershipMonitoringSet up Lakeho...
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- 4345 Views
- 4 replies
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From Pilots to Production: Unlocking Enterprise AI Agents with Agent Bricks
Many enterprises today launch AI agents with high hopes but more often than not, those pilots never reach production. The culprit? Complexity, poor evaluations, ballooning costs, and governance gaps.Why do so many AI agent pilots never make it to pro...
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- 4 replies
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Agent Bricks looks solid for scaling AI, and I’ve seen platforms like Agentra.io also tackle the enterprise workflow side of this challenge.
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