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Data Engineering
Join discussions on data engineering best practices, architectures, and optimization strategies within the Databricks Community. Exchange insights and solutions with fellow data engineers.
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Forum Posts

Phani1
by Valued Contributor II
  • 1262 Views
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Job cluster configuration for 24/7

Hi Team,We intend to activate the job cluster around the clock. We  consider the following parameters regarding cost:  - Data volumes - Client SLA for job completion- Starting with a small cluster configuration Please advise on any other options we s...

  • 1262 Views
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Anshul_DBX
by New Contributor
  • 2226 Views
  • 1 replies
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Masking rules with Delta Sharing

Hi,We tried Delta sharing to PBI which worked fine, But facing issues while trying to apply row, column level filtering or data masking. It fails with error that its not supported.Can anyone please confirm, if delta sharing with masking rules works w...

0dcc15fc-597c-460f-b37c-1a678ef60997.jpg
  • 2226 Views
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Latest Reply
Yeshwanth
Databricks Employee
  • 1 kudos

Hi @Anshul_DBX good day! The issue you are encountering is due to a limitation in Delta Sharing. As per the provided information, Delta Sharing does not support row-level security or column masks. This means that you cannot apply row and column level...

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Yohannes
by New Contributor
  • 4470 Views
  • 1 replies
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Databricks cli workflow

Is there a way that I can set up and configure a Databricks workflow job and tasks from Databricks cli or api tools by using python? Any help would be appreciated. #databricksworkflow #databricks 

  • 4470 Views
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steyler-db
Databricks Employee
  • 0 kudos

Hello and yes, you can set up and configure a Databricks workflow job and tasks using Databricks CLI or API tools with Python. Here are some resources and steps to guide you:   Create and run Databricks Jobs: This document: ( https://docs.databrick...

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de-hru
by New Contributor III
  • 3472 Views
  • 2 replies
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Address Validation, Correction and Enrichment with Databricks Spark Engine

Hi all!In our project, we're thinking about "Validation, Correction and Enrichment of Postal Addresses" with Databricks. For sure we'd need some kind of batch processing, because we have millions of addresses in our system.I'm aware of Address Valida...

  • 3472 Views
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Latest Reply
Sam99
New Contributor II
  • 1 kudos

Happy to help. Feel free to reach out https://www.linkedin.com/in/saleh-sultan-143ab036?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=android_app

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Phani1
by Valued Contributor II
  • 1544 Views
  • 1 replies
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udf in databricks

Hi Team,Is there a particular reason why we should avoid using UDF and instead convert to DataFrame code?Are there any restrictions or limitations (in terms of performance or governance) when using UDFs in Databricks? Regards,Janga

  • 1544 Views
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Walter_C
Databricks Employee
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Hello some of the things you need to take in consideration is that:UDFs might introduce significant processing bottlenecks into code execution. Databricks uses a number of different optimizers automatically for code written with included Apache Spark...

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User15787040559
by Databricks Employee
  • 39852 Views
  • 2 replies
  • 8 kudos

What's the difference between a Global view and a Temp view?

The difference between Global and Temp is how the lifetime of the view is tied to the application:http://spark.apache.org/docs/latest/api/python/reference/api/pyspark.sql.DataFrame.createOrReplaceTempView.html?highlight=createorreplacetempview#pyspar...

  • 39852 Views
  • 2 replies
  • 8 kudos
Latest Reply
ScottSmithDB
Databricks Employee
  • 8 kudos

Correct A Temp View is scoped to the SparkSession and dropped when that session closes.  Each notebook runs in its own SparkSession.  The Global Temp View is scoped to the cluster and dropped when the cluster re-starts or you drop it. ---------------...

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sp1
by New Contributor II
  • 16318 Views
  • 5 replies
  • 4 kudos

Resolved! Pass date value as parameter in Databricks SQL notebook

I want to pass yesterday date (In the example 20230115*.csv) in the csv file. Don't know how to create parameter and use it here.CREATE OR REPLACE TEMPORARY VIEW abc_delivery_logUSING CSVOPTIONS ( header="true", delimiter=",", inferSchema="true", pat...

  • 16318 Views
  • 5 replies
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Asifpanjwani
New Contributor II
  • 4 kudos

@Retired_mod @sp1 @Chaitanya_Raju @daniel_sahal Hi Everyone,I need the same scenario on SQL code, because my DBR cluster not allowed me to run python codeError: Unsupported cell during execution. SQL warehouses only support executing SQL cells.I appr...

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Mathias_Peters
by Contributor II
  • 809 Views
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On the fly transformations on DLT tables

Hi, I am loading data from a kinesis data stream using DLT. CREATE STREAMING TABLE Consumers_kinesis_2 ( ..., unbase64(data) String, ... ) AS SELECT * FROM STREAM read_kinesis (...) Is it possible to directly cast, unbase64, and/or transform the resu...

  • 809 Views
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Hubert-Dudek
by Esteemed Contributor III
  • 16186 Views
  • 9 replies
  • 6 kudos

Databricks now supports event-driven workloads, especially for loading cloud files from external locations. This means you can save costs and resource...

Databricks now supports event-driven workloads, especially for loading cloud files from external locations. This means you can save costs and resources by triggering your Databricks jobs only when new files arrive in your cloud storage instead of mou...

ezgif-3-946af786d0
  • 16186 Views
  • 9 replies
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Latest Reply
adriennn
Valued Contributor
  • 6 kudos

@daniel_sahal I get your point, but if for a scheduled trigger you can get all kind of attributes on the trigger time (arguably, this is available for all the triggers), then why wouldn't the most important attribute of a file event not be available ...

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angel_ba
by New Contributor II
  • 2061 Views
  • 1 replies
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unity catalog system.access.audit lag

Hello,We have unity catalog enabled workspace. To get the completion time of a pipeline that runs multiple times a day, I am  checking system.access.audit table. Comparing the completion time of the pipeline compared to other pipeline time I am creat...

  • 2061 Views
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Latest Reply
daniel_sahal
Esteemed Contributor
  • 0 kudos

@angel_ba System tables are still in public preview thus there are some limitations, one of them is a blocker for your use case.Currently no support for real-time monitoring. Data is updated throughout the day. If you don’t see a log for a recent eve...

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sasi2
by New Contributor II
  • 4797 Views
  • 0 replies
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Connecting to MuleSoft from Databricks

Hi, Is there any connectivity pipeline established already to access MuleSoft or AnyPoint exchange data using Databricks. I have seen many options to access databricks data in mulesoft but can we read the data from Mulesoft into databricks. Please gi...

  • 4797 Views
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BerkerKozan
by New Contributor III
  • 850 Views
  • 0 replies
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Using AAD Spn on AWS Databricks

I use AWS Databricks which has an SSO&Scim integration with AAD. I generated an SPN in AAD, synced it to Databricks, and want to use this SPN with using AAD client secrets to use Databricks SDK. But it doesnt work. I dont want to generate another tok...

  • 850 Views
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zahra_Khedri
by New Contributor
  • 1016 Views
  • 1 replies
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An error occurred when loading Jobs and Workflows App.

Hi,I was trying to open the Workflows but there is an error "An error occurred when loading Jobs and Workflows App." we need help to know why it happened and how we can resolve it please. 

Screenshot 2024-04-25 at 11.31.53.png
  • 1016 Views
  • 1 replies
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Latest Reply
GeoPer
New Contributor III
  • 0 kudos

Same...and the weirdest is that all of the services looks healthy in https://status.databricks.com/Region: eu-central-1Provider: AWSCould anyone provide some info here?

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deng_dev
by New Contributor III
  • 1216 Views
  • 1 replies
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Cached Views in MERGE INTO operation

Hi everyone!I want to use in-memory cached views in a merge into operation, but I am not entirely sure if the exactly saved in-memory view is used in this operation or not.So, suppose I have a table named table_1 and a cached view named cached_view_1...

  • 1216 Views
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Latest Reply
shan_chandra
Databricks Employee
  • 0 kudos

@deng_dev - Are you using external metastore by any chance. From the physical plan, we could see the catalog`.`db`.`table_1` is not cached.  If it is glue catalog, then caching can be enabled based on the below configs in the article below https://do...

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