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Start your journey with Databricks by joining discussions on getting started guides, tutorials, and introductory topics. Connect with beginners and experts alike to kickstart your Databricks experience.
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Forum Posts

Thekenal
by New Contributor II
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hari-prasad
Valued Contributor II
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Hi @Thekenal , You can following link to first connect to Azure SQL server from databricks https://learn.microsoft.com/en-us/azure/databricks/connect/external-systems/sql-server.Then follow dashboard creation within Databricks https://docs.databricks...

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Sudheer2
by New Contributor III
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Issue with Validation After DBFS to Volume Migration in Databricks Workspace

Hello Databricks Community,I have successfully migrated my DBFS (Databricks File System) from a source workspace to a target workspace, moving it from a path in Browse DBFS -> Folders to a Catalog -> Schema -> Volume.Now, I want to validate the migra...

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Alberto_Umana
Databricks Employee
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Hi @Sudheer2, thanks for your comments, you can try using %sh magic to list the folder and sub-directores using unix-like commands  for example:  

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User1234
by New Contributor II
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Cluster compute metrics

I want to fetch compute metrics(hardware, gpu and spark) and use them in certain dashboard on Databricks, however i'm not able to fetch them. i have tried GET API request and system tables. The system tables only have CPU utilization and memory utili...

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cluster
compute
metrics
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171442
New Contributor II
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How can we store the CPU & Memory metrics for GCP databricks centrally and setup some alerts incase if the usage is high and monitor the performance.

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MartinK
by New Contributor II
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Resolved! Constantly Running Interactive Clusters Best Practices

Hello there, I’ve been creating an ETL/ELT Pipeline with Azure Databricks Workflows, Spark and Azure Data Lake. It should process in Near Real Time changes  (A Change Data Capture process) from an Azure SQL Database. For that purpose, I will have sev...

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Alberto_Umana
Databricks Employee
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No problem! let me know if you have any other questions.

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ludovic_hall
by New Contributor II
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Dashboard sharing in Databriks with Unity Catalog enabled

Hello,I am planning to deploy a workspace with Unity Catalog enabled. Deploying permissions in one place sounds like a good solution. It can even simplify dataset architecture by masking rows and columns.As an architect, I’m concerned about the user’...

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Walter_C
Databricks Employee
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I will suggest for you to submit a feature request for this through https://docs.databricks.com/en/resources/ideas.html#ideas 

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RohithChippa
by New Contributor III
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Clean Room Per Collaborator Pricing

For Clean Room Pricing it is mentioned50$/ collaborator per day.1) If I keep the clean room for may be 5 hrs and delete it later will I get charged for those 5hrs(10.41$)/collaborator or will I be charged 50$ regardless of active hrs of clean room fo...

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Alberto_Umana
Databricks Employee
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Hi @RohithChippa, Thanks for your questions! Please find below feedback: 1) If you keep the clean room for 5 hours and delete it later, you will be charged $50 per collaborator for that day, regardless of the number of active hours the clean room was...

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menotron
by Valued Contributor
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Turn Your Dataframes into an Interactive Tableau-Styled Drag-and-Drop UI for Visual Analysis

You can create Tableau-styled charts without leaving your notebook with just a few lines of code.Imagine this: You’re working within Databricks notebook, trying to explore your Spark/Pandas DataFrame, but visualizing the data or performing Explorator...

menotron_0-1735979649344.png menotron_0-1735977132616.png
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hiphopjay
by New Contributor II
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Unable to install UCX

Executing databricks labs install ucx via databricks cli and running into 'WorkspaceInstaller is not supposed to be executed in databricks runtime.' How do I resolve it?

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Walter_C
Databricks Employee
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Databricks CLI is designed to work in your local terminal and connect to your workspace.  The error is mentioning that the command is not allowed to be run in a Databricks cluster, as you are using the web terminal of a cluster in your workspace it w...

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unj1m
by New Contributor III
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Problems registering models via /api/2.0/mlflow/model-versions/create

Initially, I tried registering while logging a model from mlflow and got:"Got an invalid source 'dbfs:/Volumes/compute_integration_tests/default/compute-external-table-tests-models/test_artifacts/1078d04b4d4b4537bdf7a4b5e94e9e7f/artifacts/model'. Onl...

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unj1m
New Contributor III
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I know, right! Look at the error message I posted:"Got an invalid source 'dbfs:/Volumes/compute_integration_tests/default/compute-external-table-tests-models/test_artifacts/1078d04b4d4b4537bdf7a4b5e94e9e7f/artifacts/model'. Only DBFS locations are cu...

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Phani1
by Databricks MVP
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Azure Databricks to GCP Databricks Migration

Hi Team, Can you provide your thoughts on moving Databricks from Azure to GCP? What services are required for the migration, and are there any limitations on GCP compared to Azure? Also, are there any tools that can assist with the migration? Please ...

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Alberto_Umana
Databricks Employee
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Hello Team, Adding to @sunnydata comments: Moving Databricks from Azure to GCP involves several steps and considerations. Here are the key points based on the provided context:   Services Required for Migration:Cloud Storage Data: Use GCP’s Storage T...

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fmadeiro
by Contributor II
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Structuring RAG Projects in Python Using

Understanding Retrieval-Augmented Generation (RAG)Retrieval-Augmented Generation (RAG) is a cutting-edge AI paradigm that enhances traditional generative models by integrating real-time data retrieval. By combining retrieval and generation, RAG ensur...

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Alberto_Umana
Databricks Employee
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Here's a demo using RAG LLM: https://www.databricks.com/resources/demos/tutorials/data-science-and-ai/lakehouse-ai-deploy-your-llm-chatbot

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victor_okrobodo
by New Contributor
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Databricks Support

Hi everyoneI'm new to databricks and to this platform. My organization just got started with databricks and we're looking to procure/purchase enterprise support to help with things like training, set up, maintenance and development of our warehousing...

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Alberto_Umana
Databricks Employee
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Hi @victor_okrobodo, Please see: https://www.databricks.com/professional-services  Let me know if you have any other questions.

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sravs1
by New Contributor II
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Data Modelling

What is the 'implicit' or 'by default' data model of databricks or unity catalog ? Is it Data Vault ?

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ZacharyHill
New Contributor II
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Thank you so much for the information. You made it easy for me.

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