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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...

Screenshot 2024-07-03 at 10.15.26 AM.png
Warehousing & Analytics
AI BI Dashboards
AI BI Genie
Databricks SQL
  • 3456 Views
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iamgoce
by New Contributor III
  • 676 Views
  • 3 replies
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External embedding for reports using federated credentials fails

Hi,We are implementing external dashboard embedding in Azure Databricks and want to avoid using client secrets by leveraging **Azure Managed Identity** with **OAuth token federation** for generating the embedded report token.Following OAuth token fed...

  • 676 Views
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Latest Reply
gsbence
Visitor
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Did you get any information whether this is on their roadmap?I came across this issue last week and the documentation doesn't have anything about this limitation.

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ShawnRR
by New Contributor
  • 177 Views
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Resolved! Is there a Sample Java Program using Databricks Connect Library to query a table In the Free Editio?

Hello,    I was wondering if there was sample code indicating how a java program might leverage Databricks Connect to query the table in the Free Edition of Databricks?   I would like to use Connect as I am trying to avoid JDBC and its overhead and t...

  • 177 Views
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Latest Reply
anuj_lathi
Databricks Employee
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Hi — welcome to Databricks! Unfortunately, Databricks Connect v2 (DBR 13.3+) does not support Java — it only supports Python, Scala, and R. The legacy v1 did support Java, but it's been deprecated and is end-of-support. That said, here are your optio...

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jroots
by New Contributor II
  • 226 Views
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Metric Views Window Period to Date not working

The documentation gives an example of a period to date measure. The intention is to give the sum (in this example) of orders in the current year to date. However, what actually happens is that the measure returns the result for the most recent period...

  • 226 Views
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jroots
New Contributor II
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Hi Ashwin. Thanks for looking into this. Your description of the behaviour and the options matches my understanding, but from my perspective this is a defect: I don't think there's a reasonable interpretation of "period to date" (which is the documen...

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brianz
by New Contributor
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Not seeing color scale in Databricks table

Hi - I saw in this dbx post that there is color scale as a column display type. https://docs.databricks.com/aws/en/dashboards/manage/visualizations/tablesHowever I don't see color scale as an option on my dbx. I only see tables for Basic, Image, HTML...

  • 175 Views
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Ashwin_DSA
Databricks Employee
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Hi @brianz, @balajij8  is right. You can see from the docs that for table visualisations, the Display type list is Basic, Image, HTML, JSON (no Colour scale). For pivot tables, under Styles → Display type for fields added as Values, the options inclu...

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lucca_luna
by New Contributor
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Resolved! Databricks Dashboards: Is there an equivalent to Power BI's SEMANTIC MODEL ?

Hello everyone,I am trying to create a cumulative support ticket chart. I need one line representing the cumulative sum of tickets by creation date, and another line for the cumulative sum by resolution date.While it's easy to achieve this by creatin...

  • 302 Views
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Latest Reply
Ashwin_DSA
Databricks Employee
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Hi @lucca_luna, Great question. The cross-filtering issue you're hitting is because the dashboard treats separate datasets as independent. The workaround is to reshape your data so both date dimensions (creation and resolution) live in a single colum...

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brickster_2018
by Databricks Employee
  • 15432 Views
  • 4 replies
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Resolved! Dynamic Allocation vs Cluster Auto-scaling

How is Cluster auto-scaling in Databricks different from Dynamic Allocation in Yarn

  • 15432 Views
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de-qrosh
New Contributor III
  • 2 kudos

From spark's documentation dynamic resource can be used on more then just YARN. Is it possible to use it in databricks as well and how does serverless work under the hood in these regards?

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vidya_kothavale
by Contributor
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  • 5 replies
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Resolved! Issue with MongoDB Spark Connector in Databricks

 I followed the official Databricks documentation("https://docs.databricks.com/en/_extras/notebooks/source/mongodb.html")to integrate MongoDB Atlas with Spark by setting up the MongoDB Spark Connector and configuring the connection string in my Datab...

  • 5418 Views
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NaveenBedadala
New Contributor II
  • 3 kudos

try using single-user cluster or non-isolation cluster instead of shared cluster

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Stanciu_Cristi
by New Contributor III
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  • 4 replies
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Resolved! Genie / Dashboard Workflow

I’m currently working with two workspaces – one for DEV and one for PROD.I’m trying to understand how I can keep the Genie/Dashboard functionalities in sync (mirrored) between these two environments. What is the best way to organize this workflow?Ide...

  • 1085 Views
  • 4 replies
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Latest Reply
SteveOstrowski
Databricks Employee
  • 6 kudos

  Hi ATN, Good question. Based on what I know, dataset_catalog and dataset_schema in the dashboard DAB resource currently apply to datasets that use SQL queries (i.e., the queryLines property), but they do not resolve for datasets that reference metr...

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lkt1
by New Contributor III
  • 411 Views
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Resolved! Configuring the MLflow summary tab

When I click on a trace in the Databricks MLflow UI, it defaults to opening a "summary" tab. I have a somewhat complex trace, so this summary is getting bloated and I would like to clean it up.Nowhere, as far as I can tell, is the summary tab describ...

  • 411 Views
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Latest Reply
Ashwin_DSA
Databricks Employee
  • 3 kudos

Hi @lkt1, I took a quick look and tested it in my workspace to better understand the issue you mentioned.       As of today, the Summary tab isn’t user‑configurable. What’s displayed there and how inputs/outputs are collapsed, or truncated, is enti...

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diogofreitaspe
by New Contributor II
  • 1575 Views
  • 6 replies
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Date filter not working with Oracle SQL query federation

I created an external connection to an Oracle Database 12c Standard Edition Release 12.1.0.2.0.The connection is working, I executed successfully a lot of queries with different filters and joins. But I couldn't find a way to make any date filter pus...

  • 1575 Views
  • 6 replies
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Latest Reply
SteveOstrowski
Databricks Employee
  • 2 kudos

Hi @diogofreitaspe, This is a known behavior with how the Lakehouse Federation Oracle connector serializes date and timestamp literals during predicate pushdown. When Databricks pushes the filter down to Oracle, the date value gets rendered as a bare...

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smpa011
by New Contributor II
  • 601 Views
  • 3 replies
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Parity between Spark.sql and SQL Warehouse for Metric Views & Model Visualization

Hi everyone,I’m exploring the new Databricks Metric Views (Semantic Layer) and have two questions regarding programmatic management and UI visualization.1. Parser Disparity: spark.sql vs. SQL WarehouseI'm noticing that CREATE OR REPLACE VIEW ... WITH...

  • 601 Views
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SteveOstrowski
Databricks Employee
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Hi @smpa011, METRIC VIEW DDL ON ALL-PURPOSE COMPUTE (spark.sql / %sql) The CREATE VIEW ... WITH METRICS DDL requires Databricks Runtime 17.2 or above. This applies to both SQL warehouses and all-purpose clusters. If your notebook is attached to a clu...

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Malthe
by Valued Contributor II
  • 380 Views
  • 1 replies
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Resolved! Strange metric view window grouping interaction

With the new metric views, I am unable to understand the grouping logic in the following setup:I have a table with timestamps and I define dimensions as follows:dimension: - name: timestamp expr: timestamp - name: date expr: DATE(timestam...

  • 380 Views
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SteveOstrowski
Databricks Employee
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Hi @Malthe, This is a nuanced aspect of how metric views resolve window measure dimensions. The key behavior you are seeing comes down to how the metric view engine matches your query's GROUP BY columns to the dimensions defined in the window clause....

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RobTScot
by New Contributor
  • 439 Views
  • 3 replies
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GUID or concatenated string as a primary key in silver and gold data models

HiWe are in the process of designing and building new silver and gold layers (Star Schema). We will be using Databricks, which is new to the organisation.The silver layer will be modelled using classic 3NF, with SCD 7.The gold layer is a star schema....

  • 439 Views
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Latest Reply
SteveOstrowski
Databricks Employee
  • 1 kudos

Hi @RobTScot, This is a common design decision in lakehouse data modeling, and the right answer depends on the layer, the tooling, and the downstream consumers. Here is a breakdown of the key considerations. SILVER LAYER (3NF WITH SCD 7) For silver t...

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wrosa
by New Contributor
  • 437 Views
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Metric Views + Window Functions not supported

Hi @Hubert-Dudek I am getting following error: METRIC_VIEW_WINDOW_FUNCTION_NOT _SUPPORTED The metric view is not allowed to use window function (...) With the following definition:- name: Sales net Total- expr: SUM(MEASURE(`Sales net`)) OVER())Howeve...

  • 437 Views
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Latest Reply
SteveOstrowski
Databricks Employee
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Hi @wrosa, The error you are seeing (METRIC_VIEW_WINDOW_FUNCTION_NOT_SUPPORTED) is expected behavior. Metric views do not allow raw SQL window functions like SUM(...) OVER() directly in a measure's expr definition. This is by design because metric vi...

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grace-markowski
by New Contributor
  • 266 Views
  • 1 replies
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Choropleth Map by County (FIPS) - Connecticut Not Mapping?

Hi everyone!Just wanted to jump on here to see if anyone is having issues with Connecticut not mapping on their choropleth map? We had several we were using to map # of healthcare providers in the country but just noticed that Connecticut was no long...

  • 266 Views
  • 1 replies
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Latest Reply
SteveOstrowski
Databricks Employee
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Hi, This is a known issue that stems from Connecticut's 2022 county reorganization and how the AI/BI Dashboard choropleth map resolves FIPS codes. WHAT'S HAPPENING In June 2022, the US Census Bureau officially replaced Connecticut's 8 traditional cou...

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