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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
  • 2984 Views
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MadelynM
by Databricks Employee
  • 2984 Views
  • 0 replies
  • 0 kudos

[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
  • 2984 Views
  • 0 replies
  • 0 kudos
Akshay_Petkar
by Valued Contributor
  • 1778 Views
  • 1 replies
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Databrics offers auto tuning?

is databricks offers auto tunning?

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Latest Reply
raphaelblg
Databricks Employee
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Yes, First of all, open source spark already has a set of auto-tuning features denominated Adaptive Query Execution (AQE). Here are more details: https://spark.apache.org/docs/latest/sql-performance-tuning.html#adaptive-query-execution. For even bett...

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Shaimaa
by New Contributor II
  • 1157 Views
  • 1 replies
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running a query against multiple parquet files from a folder

I am runninng a query against multiple parquet files:SELECT SUM(CASE WHEN match_result.year_incorporated IS NOT NULL AND match_result.year_incorporated != '' THEN 1 ELSE 0 END) FROM parquet.`s3://folder_path/*`for some files, the field `year_incorpo...

  • 1157 Views
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daniel_sahal
Esteemed Contributor
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@Shaimaa The column type mismatch between the files could be an issue here.For example: if in one file column 'xyz' is a type of INTEGER and in another one the same column is a type of STRING, Spark will give you a schema conversion error.Below is a ...

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Shaimaa
by New Contributor II
  • 2518 Views
  • 3 replies
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null object while running a query against parquet

I am running this query against parquet:SELECT SUM(CASE WHEN match_result.ecommerce.has_online_payments THEN 1 ELSE 0 END) FROM parquet.`s3://folder_path/*`when all the values of the object `match_result.ecommerce` are null, I get the following erro...

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Shaimaa
New Contributor II
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None of these solutions with coalesce work because it's "match_result.ecommerce" that is null not "match_result.ecommerce.has_online_payments". So it's still trying to extract a value from a null. Help me modify the query accordingly please. 

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dbph
by New Contributor II
  • 1982 Views
  • 1 replies
  • 1 kudos

How to use Serverless as DBT-CLI compute?

Hi,we'd like to use serverless as the compute for DBT-CLI (of course we already used Serverless SQL before) in a DBT workflow.I configured a normal DBT-task and tried to run a dbt-run command, which i previously tested sucessfully on my local machine...

  • 1982 Views
  • 1 replies
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Latest Reply
dbph
New Contributor II
  • 1 kudos

Hi, thanks for your help!Unfortunately our problem is not the Databricks-CLI we're using on local machines. The problem is the DBT-CLI which we are trying to run on serverless compute inside a Databricks-Workflow.I already tried adding the code you p...

  • 1 kudos
Akshay_Petkar
by Valued Contributor
  • 1669 Views
  • 2 replies
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Databricks External Table (ADLS) Access with Power BI?

Can we to connect Power BI directly to an Azure Databricks external table located in ADLS using cluster credentials?

  • 1669 Views
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Latest Reply
Wojciech_BUK
Valued Contributor III
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It depends- if you want to connect Power BI to table (wither external or managed) you can do it  BUT it will be through cluster (each time you run something on Power BI desktop - it will wake up cluster or SQL endpoint and you will access data in thi...

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jakubk
by Contributor
  • 4293 Views
  • 2 replies
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Resolved! unity catalog information schema columns metadata out of sync with table - cant refresh

I'm using unity catalogI've changed the schema of my table by overwriting it with a newer file df.write \ .format('delta') \ .partitionBy(partitionColumn) \ .mode("overwrite") \ .option("overwriteSchema", "true") \ ...

  • 4293 Views
  • 2 replies
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Latest Reply
daniel_sahal
Esteemed Contributor
  • 3 kudos

@jakubk Try runningREPAIR TABLE <table_name> SYNC METADATA 

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Shaimaa
by New Contributor II
  • 9283 Views
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Running SQL queries against a parquet folder in S3

I need to run sql queries against a parquet folder in S3. I am trying to use "read_files" but sometimes my queries fail due to errors while inferring the schema and sometimes without a specified reason. Sample query:  SELECT SUM(CASE WHEN match_resu...

  • 9283 Views
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Latest Reply
holly
Databricks Employee
  • 0 kudos

There's a few alternatives for you. 1. a switch in syntax - I doubt this will make much difference, but worth a shot SELECT ... FROM parquet.`s3://folder_path` 2. Create a view first then query against it. You should get better errors this way.  CRE...

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acurus
by New Contributor II
  • 3624 Views
  • 2 replies
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Not able to escape `-` in external connected tablename

We are having some issues with getting data from some tables with the character `-` in their tablename.We are connected to the database with an SQL server connection, and the database is (as far as we know)  a Microsoft Azure SQL Database. We do not ...

  • 3624 Views
  • 2 replies
  • 2 kudos
Latest Reply
martinschou
New Contributor II
  • 2 kudos

Had the same issue when querying a table with the - character in the table name. Got the error: Incorrect syntax near '-'.Got the error on Databricks runtime version: 13.2 (includes Apache Spark 3.4.0, Scala 2.12)No error when using Databricks runtim...

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ssequ
by New Contributor II
  • 2900 Views
  • 3 replies
  • 2 kudos

Resolved! Backspaces in Foreign Catalog Table Names

Hi,is there a way to import tables with UC disallowed characters when creating a foreign catalog? The database we are dealing with contains table names with backspaces and UC seems to completely ignore them when creating the catalog.Thanks for any he...

  • 2900 Views
  • 3 replies
  • 2 kudos
Latest Reply
daniel_sahal
Esteemed Contributor
  • 2 kudos

@ssequ I assume that you're refering to lakehouse federation? Unfortunately that's a limitation, tables with disallowed characters will be ignored.

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vishva-fivetran
by New Contributor II
  • 3112 Views
  • 2 replies
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Databricks query on a warehouse failing with ` spark.driver.maxResultSize` error

we are trying to run a select * from one of our catalog tables. we are seeing the error : org.apache.hive.service.cli.HiveSQLException: Error running query: org.apache.spark.SparkException: Job aborted due to stage failure: Total size of serialized r...

  • 3112 Views
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Latest Reply
anardinelli
Databricks Employee
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Hello @vishva-fivetran how are you? To set the spark.driver.maxResultSize property, you can do so in the cluster Spark config. The property spark.driver.maxResultSize can be set to a value higher than the value reported in the exception message. For ...

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Akshay_Petkar
by Valued Contributor
  • 2739 Views
  • 1 replies
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Resolved! Is Photon Enabled by Default for Warehouses in Databricks?

When creating a cluster in Databricks, I notice an option for enabling Photon. However, this option does not appear when configuring a warehouse. Is Photon enabled by default for warehouses in Databricks, or is there a different procedure to enable i...

  • 2739 Views
  • 1 replies
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Latest Reply
Yeshwanth
Databricks Employee
  • 1 kudos

@Akshay_Petkar good day! Photon is enabled by default for Databricks SQL warehouses. There is no need for a separate procedure to enable it for warehouses. For clusters, you have the option to manually enable or disable Photon by selecting the "Use P...

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DominikBraun
by New Contributor II
  • 2551 Views
  • 2 replies
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Resolved! SQL Warehouse: INVALID_PARAMETER_VALUE when starting

Hey everybody.When creating a SQL Warehouse and trying to start it, I get the following error message:Clusters are failing to launch. Cluster launch will be retried.Request to create a cluster failed with an exception: INVALID_PARAMETER_VALUE: Cannot...

  • 2551 Views
  • 2 replies
  • 1 kudos
Latest Reply
Ismael-K
Databricks Employee
  • 1 kudos

One suggestion would be if you could please have the workspace admin check the Data Access Configuration properties in the Workspace Settings for any secrets that may be held which the warehouse is trying to access on start up? These data access prop...

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