- 419 Views
- 1 replies
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Databricks Bundle Inspector: A VS Code extension for local bundle review
Hi all,I have been working with Databricks Asset Bundles (now Declarative Automation Bundles) and kept running into the same friction point: there is no easy way to visually inspect a bundle locally before you deploy.Of course, you can read the YAML,...
- 419 Views
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Hi @eniwoke !Glad to see that ! I will try it for sure If you need any contribution from my side please let me know !
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- 439 Views
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How we solved the "18-Hour Running Job" problem with Data-Driven Timeouts
Hi everyone,I recently dealt with a frustrating scenario: a Databricks job that usually takes minutes ran for 18 hours without failing, quietly consuming compute and blocking downstream pipelines.The driver hadn't crashed, and the job hadn't failed—i...
- 439 Views
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- 456 Views
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One Cluster per Task — Proven, Ready, and Waiting
Part 3 of 3: Databricks Streaming ArchitectureBy the end of Part 1 & Part 2, we knew what the real answer was. We just hadn’t committed to it yet.Not because it wouldn’t work. We tested it. We documented it. The code was ready. The answer was one clu...
- 456 Views
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- 7168 Views
- 3 replies
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Resolved! CI/CD on Databricks with Asset Bundles (DABs) and GitHub Actions
Hi all.If you've ever manually promoted resources from dev to prod on Databricks — copying notebooks, updating configs, hoping nothing breaks — this post is for you.I've been building a CI/CD setup for a Speech-to-Text pipeline on Databricks, and I w...
- 7168 Views
- 3 replies
- 6 kudos
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Hi, Great question! Databricks Asset Bundles (DABs) are the recommended approach for CI/CD on Databricks. Here is a comprehensive walkthrough. WHAT ARE DATABRICKS ASSET BUNDLES? DABs let you define your Databricks resources (jobs, pipelines, dashboar...
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- 1548 Views
- 2 replies
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Orchestrating Irregular Databricks Jobs from external source Timestamps
Works for any event-driven workload: IoT alerts, e-commerce flash sales, financial market close processing.GoalIn this project, I needed to start Databricks jobs on an irregular basis, driven entirely by timestamps stored in PostgreSQL rather than by...
- 1548 Views
- 2 replies
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@PiotrPustola -- The self-rescheduling orchestrator pattern is a really elegant solution for event-driven workloads that depend on externally managed timestamps. A few thoughts and additions that might help you and others who land on this article: AD...
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- 7327 Views
- 4 replies
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Demo Deploy a Databricks Asset Bundle with Azure DevOps Pipelines
I recently wrote a blog post showing how to deploy a minimal Databricks job with notebook task using Databricks Asset Bundles and Azure DevOps pipelines. The code is available in my public GitHub repo. Thought I'd share it here!ObjectivesIn this post...
- 7327 Views
- 4 replies
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HiGreat article.2 questionsHow does the deploy bundle script in the pipleine know where to pick up the bundel. Should there be a path. Mine is on my local machine becaust that where I first run it from the cli. Also can a bundle deploy resources that...
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- 4052 Views
- 1 replies
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Post: Lakehouse Federation - Databricks
Lakehouse Federation - Databricks In the world of data, innovation is constant. And the most recent revolution comes with Lakehouse Federation, a fusion between data lakes and data warehouses, taking data manipulation to a new level. This advancement...
- 4052 Views
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Hey Quick Question, Can we use it for the production version ? We have application server as SQL server, we are planning to use lakehouse federation so we can bypass creating and maintaining 100 of workflows. as we a small dataset I am not too sure o...
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- 2823 Views
- 0 replies
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Power BI to Databricks Semantic Layer Generator (DAX → SQL/PySpark)
Hi everyone!I’ve just released an open-source tool that generates a semantic layer in Databricks notebooks from a Power BI dataset using the Power BI REST API. Im not an expert yet, but it gets job done and instead of using AtScale/dbt/or the PBI Sem...
- 2823 Views
- 0 replies
- 1 kudos