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Warehousing & Analytics
Engage in discussions on data warehousing, analytics, and BI solutions within the Databricks Community. Share insights, tips, and best practices for leveraging data for informed decision-making.
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Forum Posts

MadelynM
by • Databricks Employee
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[Recap] Data + AI Summit 2024 - Warehousing & Analytics | Improve performance and increase insights

Here's your Data + AI Summit 2024 - Warehousing & Analytics recap as you use intelligent data warehousing to improve performance and increase your organization’s productivity with analytics, dashboards and insights.  Keynote: Data Warehouse presente...

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Warehousing & Analytics
AI BI Dashboards
AI BI Genie
Databricks SQL
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billie17
by • New Contributor II
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Databricks best practices for ad-hoc analytics alongside CI/CD

Hi everyone,We currently use CI/CD (Databricks Asset Bundles + Git) for deploying notebooks, jobs and pipelines across DEV and PROD.However, we also have frequent ad-hoc requests from business teams (customer lists, segmentation, one-time analysis), ...

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Latest Reply
Louis_Frolio
Databricks Employee
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Hello billie17, I took a look at both internal and external documentation and here is what I found. Short version: yes, binding the PROD catalog read-only to a non-prod workspace is a documented pattern. The binding docs list "read-only access to pro...

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Akash_Murade
by • New Contributor III
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AI/BI Dashboard metric views: cross-filter returns no rows when value contains CRLF

SummaryIn an AI/BI Dashboard with a semantic model, selecting a row in a table widget cross-filters a related table through the relationship. This works for normal values. When the selected row has a text value containing a carriage return followed b...

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Latest Reply
suranga
Databricks Partner
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Hi @Akash_Murade,Thanks for the clean repro, it makes this really easy to follow. It looks like a bug in how the selected value gets turned into the filter literal, so I'd raise it with Databricks support as well so it gets tracked properly.Until it'...

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Databricks2206
by • New Contributor
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Data Quality Dashbaord - I have a requirement to build a custom designed quality dashboard in dbx

I have a requirement to build a custom designed quality dashboard in dbx. The requirement is like user have to view the quality of data metrics in a single dahsboard for many tables, irrespective of viewing it via inbuilt data quality option availabl...

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SumeshKashyap
Valued Contributor III
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The per-table "Quality" view you're describing comes from data quality monitoring (anomaly detection). It already writes its results for every monitored table into one system table, system.data_quality_monitoring.table_results. Point an AI/BI dashboa...

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fjrodriguez
by • New Contributor III
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Could Databricks app support the integration of Genei Room and Power BI?

Is it possible: a Databricks App embedding Power BI ? Rather than placing Genie inside Power BI, place Power BI inside Databricks. A Databricks App (React or Streamlit) hosts native Genie chat alongside a Power BI report embedded via the JavaScript S...

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SumeshKashyap
Valued Contributor III
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Yes, this works. The thing to plan for is that the two halves need two separate sign-ins. Genie runs on the Databricks user token that the app forwards (on-behalf-of user authorization). Power BI needs its own Entra ID token for the Power BI API, and...

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bluffset7340
by • New Contributor
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AI/BI Dashboard PDF Export Does Not Preserve Map Zoom Level

Hello,I've created an AI/BI dashboard containing a geographical map visualisation showing US emissions data.When viewing the dashboard interactively, I'm able to zoom into the continental United States, allowing the geographical distribution of emiss...

bluffset7340_0-1793709578323.png bluffset7340_1-1793709648611.png
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NinaThoni
Databricks Employee
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Hi @bluffset7340, Thanks for the clear write-up and the screenshots.Your expectation makes sense, but this is how the PDF export currently works. The export renders the published dashboard from scratch, so the map opens in its default view. Zooming o...

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yanchr
by • New Contributor III
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Databricks dashboard email with attachment

I'm trying to manage a scheduled AI/BI dashboard email entirely through Terraform and the API. The goal is to send a monthly PDF snapshot of the dashboard, with specific filter values already applied, to a list of subscribers and specified attachment...

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data_pulse
Contributor
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@yanchr I validated this using Lakeflow Jobs Dashboard tasks, the Jobs REST API and the Databricks Terraform provider. Here are the options I have tried and the findings:1: Lakeflow Jobs Dashboard task (simplest approach)Option A : Configure through ...

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vsrekha213
by • New Contributor
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False positive INGESTION_GATEWAY_SQL_SERVER_AGENT_NOT_RUNNING on Azure SQL Managed Instance

Issue: Pipeline failed with INGESTION_GATEWAY_SQL_SERVER_AGENT_NOT_RUNNING, but the SQL Server Agent on Azure SQL Managed Instance is always running and cannot be stopped. All CDC prerequisites are confirmed valid:sys.databases: is_cdc_enabled = 1 fo...

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SumeshKashyap
Valued Contributor III
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Hi  @vsrekha213 , did running the checks as the connector login show a permission gap?If upgrading the utility script to 1.7 and re-running lakeflowFixPermissions cleared the error, please click Accept as Solution so others hitting this false positiv...

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GJL-Geophysics
by • New Contributor
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Network time-out

When trying to download the public domain seismic data of Equinor’s Volve field (https://www.equinor.com/energy/volve-data-sharing) using a browser (Edge or Chrome) this fails after 2 hours due to network errors. Resuming only provides once off relie...

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SumeshKashyap
Valued Contributor III
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The browser is the bottleneck, not your line: it pulls a 2 TB file over a single HTTP connection, so you get ~8 Mbps and any blip kills the transfer. The Volve data sits in Azure Blob Storage, so download it with AzCopy instead. AzCopy splits the fil...

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Valeria_Koz_DBX
by • Databricks Employee
  • 434 Views
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What Is – a system table? (Your Databricks bank statement)

Clients ask me the same three questions all the time: What are system tables? What are they about? And what can I actually do with them? I recently came across a Databricks blog that answers the last one brilliantly: Top 5 System Table Queries for U...

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Valeria_Koz_DBX
Databricks Employee
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@DoTA , love your comments. All very valid points. Just adding a couple of things:  1. On the join, I'd write the price window as usage_end_time >= price_start_time AND (price_end_time IS NULL OR usage_end_time < price_end_time) instead of BETWEEN. T...

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Valeria_Koz_DBX
by • Databricks Employee
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How to build FinOps chargeback by cost centre — allocating the whole cloud bill, not just your DBUs

Every IT function I've worked with eventually asks the same question, and can never answer it cleanly and clearly: "What did each team actually cost us last month?"When speaking with the platform team at a large UK bank, the realisation was that the ...

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DoTA
Honored Contributor
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Good pattern. Two things I'd add for anyone copying this, since they're the parts that tend to surprise people afterwards.1. Tags are not retroactive. A usage row written without a team tag stays untagged forever. For history you can still attribute ...

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amdata
by • New Contributor
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Resolved! Is it possible to download tables in a databricks dashboard as CSV/Excel?

I do not see the option as mentioned in the documentation here: https://docs.databricks.com/aws/en/dashboards/#:~:text=Download%20results%E2%80%8B,final%20file%20download.Please let me know if PNG is the only available option currently?

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szymon_dybczak
Esteemed Contributor III
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Hi @amdata ,It was possible until recently  There's a bug and databricks team is working on a fix. So soon they should release a fix and then you will be able to export to csv as stated in documentation. Check below thread for more info:ONLY PNG form...

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EminBoz
by • Databricks Partner
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"Revoke" permissions for SQL-Warehouse with API

Hello dear community,   i am trying to revoke permissions with the API for SQL-Warehouse. Granting permissions isn't a problem and works like a charme. But revoking won't function. I tried "NO_PERMISSIONS", "NO PERMISSIONS", "DENY", "REVOKE" But i al...

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nathanbaker
New Contributor II
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Have you tried checking whether the API supports removing permissions by sending an empty permission list or updating the warehouse’s access control settings? Granting and revoking don’t always use the same values, so the exact API endpoint and paylo...

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scbutler1
by • New Contributor
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Indexless Indexes

Super excited about learning how AI can help improve performance and throughout for our database customers.

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Latest Reply
Issac_Newton
New Contributor III
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Interesting topic! Could you explain how indexless indexes work and how they can improve database query performance? I’d be interested to learn about their practical use cases and any limitations compared with traditional indexing.

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