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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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Ramakrishnan83
by • New Contributor III
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Intermittent SQL Failure on Databricks SQL Warehouse

Team,I did setup a SQL Warehouse Cluster to support request from Mobile devices through REST API. I read through the documentation of concurrent query limit which is 10. But in my scenario I had 5 small clusters and the query monitoring indicated the...

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Latest Reply
198270
New Contributor II
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We have a similar problem: our self service BI tool Looker is using SQL warehouse and queries that usually run in a few seconds randomly fail with this message (logged in Looker history explore) "Java::JavaSql::SQLException: [Databricks][JDBCDriver](...

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noimeta
by • Contributor III
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Resolved! Parameter section missing in AI/BI Dashboard

Hi,I'm trying to individually parameterize visualization widgets by following this tutorial https://docs.databricks.com/en/dashboards/parameters.html#static-widget-parametersHowever, it seems the Parameter section is missing. Does anyone facing the s...

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noimeta
Contributor III
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I have found a solution. I have to toggle the show filters button, then the Parameter section will show up.

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Artem_Y
by • Databricks Employee
  • 2285 Views
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How to make a sparkline in Databricks dashboards and visualizations

In this post, we'll examine one approach to creating a sparkline in a Databricks Dashboard table. Approach As of writing this post, there is no built-in method of creating sparklines in a table, so we need to explore some workarounds. All workarounds...

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Warehousing & Analytics
bi
dashboard
Visualization
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prasadvaze
by • Valued Contributor II
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Azure Synapse versus databricks SQL endpoint performance comparison

Has anyone done this and share details? I have a sample sql which ran on large SQL endpoint in 8min and synapse 1000DWU setting in 1hr. On small SQL endpoint it took 34min. What's the equivalent SQL Endpoint compute for Synapse@1000DWU? I know there ...

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arslanapk99
New Contributor II
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the cost vary 

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151640
by • Databricks Partner
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Databricks JDBC driver. Databasemetadata.getColumns does not return columns of VARIANT type

Resultset returned by DatabaseMetadata.getColumns does not include the variant column in a table. Only includes the non-variant column.Databricks JDBC driver 02.06.40.1071create table tvariant(rnum int, c1 variant);

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filipniziol
Esteemed Contributor
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Hi @151640 ,According to the documentation VARIANT data type in not supported by Databricks JDBC driver.Here is the list of supported data types: 

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techuser
by • New Contributor III
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Databricks Liquid Cluster

Hi,Is it possible to convert existing delta table with partition having data to clustering? If so can you please suggest the steps required? I tried and searched but couldn't find any. Is it that liquid clustering can be done only for new Delta table...

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Raja_Databricks
New Contributor III
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Does Liquid Clustering accepts Merge or How Upsert can be done efficiently with Liquid clustered delta table

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Pavan3
by • New Contributor II
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Regarding Database location in dbfs

Hi,I have used "SET spark.sql.warehouse.dir" which creates the directory by default.Then I have created the database by command "CREATE DATABASE IF NOT EXISTS database_name;",but when I used "DESCRIBE DATABASE database_name" I could not find the loca...

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filipniziol
Esteemed Contributor
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Hi @Pavan3 ,If running DESCRIBE DATABASE the location is empty, then was created in the default CATALOG directory.What you can do is to create any table in that database and run DESCRIBE DETAIL on that table:Hope it helps

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apiury
by • New Contributor III
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Connect NET app to delta table warehouse

Hi! I'm developing a .NET app and i want to use the databricks warehouse as database. I have gold delta tables that i want to query. In the documentation, i can see a ODBC/JDBC driver, are those connector fast? there are another way to connect? what ...

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rangu
New Contributor III
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We have been using .Net apps connected to Databricks delta tables through Clusters, we have been using ODBC  to achieve this. However we recently hit a roadblock after UC migration, where the UC all purpose cluster started giving issues with queries ...

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Aya-Ahmed
by • New Contributor II
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Parquet Encryption/Decryption in Databricks

Hi everyone,I'm curious about Databricks' approach to encrypting and decrypting Parquet files. Does Databricks adhere to standard encryption/decryption methods for Parquet? If not, what specific methods or techniques are used?I'd appreciate any insig...

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Witold
Databricks Partner
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Since Databricks uses Spark, you should be able to use e.g. Columnar EncryptionBesides, you can look into this and aes-specific functions.

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AndrejZ
by • New Contributor
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Shared Parameters between queries on a dashboard

I would like to create a simple governance dashboard with multiple queries (a query to see user login events, a query to see sql statements ran, a query for jobs executed, etc.)What i would like to do is have a single user name parameter which would ...

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Walter_C
Databricks Employee
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Yes you can set dashboard parameters so you provide the username on the parameter or widget and it gets distributed to the different queries https://docs.databricks.com/en/dashboards/parameters.html  

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qwerty3
by • Contributor
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  • 21 replies
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Spark dataframe performing poorly

I have huge datasets, transformation, display, print, show are working well on this data when read in a pandas dataframe. But the same dataframe when converted to a spark dataframe, is taking minutes to display even a single row and hours to write th...

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gchandra
Databricks Employee
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I understand you want it sooner. Did it at least write the data in 10 minutes compared to not writing before? There are more knobs you can tweak like  spark.sql.shuffle.partitions=auto Do you have any index columns in your spatial data that can be us...

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qwerty3
by • Contributor
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Unable to obtain count of dataframe

I am unable to obtain a count of a dataframe, it always get stuck at 1 stage, I have tried reducing the size, what can be the issue? How can I read cluster logs to identify the issue? 

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qwerty3
Contributor
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Driver memory is good enough, it is able to handle 90 lakhs data, what I am giving it is definitely less than that, what can I do about skewed data and shuffling?

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JS_L
by • New Contributor II
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ERROR: key not found in SQL when trying to pass the result of a CTE as a function parameter

Hi Community,I try to pass the result of a CTE as a function parameter as code below WITH t1 AS ( SELECT array_join(collect_list(output), ',') AS x FROM my_catalog.my_db.get_x(:startTime, :endTime) ) SELECT 'AM_offline' as Type, CASE WHEN off...

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JS_L
New Contributor II
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Hi @szymon_dybczak Thanks for replying. I don't the issue is related to datatype, since the query works if I pass the subquery to _x parameter without CTE.Please see as below code:SELECT 'AM_offline' as Type, CASE WHEN offline_ratio > 1.5 THEN 'no-Go...

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LeoRickli
by • New Contributor III
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Serverless SQL warehouses on GCP?

According to the official Databricks documentation on GCP, I should have the ability to deploy a serverless SQL warehouse inside Databricks. Following the documentation, it is requested to turn on Serverless SQL warehouses (On), but there is nothing ...

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LeoRickli
New Contributor III
  • 2 kudos

Hello @filipniziol, thanks for the response.I'm the workspace owner. I just gave myself the account admin (Metastore admin) but still got nothing new.

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EmmaP
by • New Contributor III
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Understand cluster activity Serverless SQL

Hello, Following abnormally high costs when using serverless sql on September 9 and 10, I noticed that the cluster sometimes stays on for an hour even though it's not receiving any new requests, and that the auto-stop is set to 5 minutes of inactivit...

serverless_activity_anomaly.png
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RCo
New Contributor III
  • 2 kudos

Hi @EmmaP!I have encountered this. Even though the UI says that they are complete, they actually are not. While the query itself completed, the client is still fetching the data from the SQL Warehouse.To check if this is your issue, from the monitori...

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