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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

mbaas
by • New Contributor III
  • 5141 Views
  • 4 replies
  • 4 kudos

Resolved! Temporary streaming tables (CDC)

I am currently using the `apply_changes` feature. I saw for the regular decorator `dlt.table` you can create temporary tables. I do not see the option you could use this feature with `dlt.create_streaming_table(`, in the sql version it looks it is su...

  • 5141 Views
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Latest Reply
Icassatti
New Contributor III
  • 4 kudos

Read this articles:Delta Live Tables Python language reference - Azure Databricks | Microsoft LearnThe APPLY CHANGES APIs: Simplify change data capture with Delta Live Tables - Azure Databricks | Microsoft LearnEven you could define as temporary, it ...

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joaogilsa
by • Databricks Partner
  • 5782 Views
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  • 1 kudos

Resolved! Delete folder using Databricks CLI

Hello,I am trying to delete a folder and its content using databricks cli, but I'm getting the following error:databricks workspace delete /Workspace/Users/XXX/XXX --profile DEFAULT --recursive trueError: expected to have the absolute path of the not...

  • 5782 Views
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  • 1 kudos
Latest Reply
joaogilsa
Databricks Partner
  • 1 kudos

Thank you for the help, @szymon_dybczak, it worked!

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FerArribas
by • Contributor
  • 18026 Views
  • 4 replies
  • 6 kudos

Resolved! Redirect error in access to web app in Azure Databricks with private front endpoint

I have created a workspace with private endpoint in Azure following this guide:https://learn.microsoft.com/en-us/azure/databricks/administration-guide/cloud-configurations/azure/private-linkOnce I have created the private link of type browser_authent...

  • 18026 Views
  • 4 replies
  • 6 kudos
Latest Reply
flomader
New Contributor II
  • 6 kudos

You don't need a CNAME record.Go to your private link resource in Azure and click on Settings > DNS Configuration. Make sure you have created private link A records for all the FQDNs listed under 'Custom DNS records'. You have most likely missed one ...

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yvishal519
by • Contributor
  • 2422 Views
  • 2 replies
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Resolved! Databricks DLT with Hive Metastore and ADLS Access Issues

We are currently working on Databricks DLT tables to transform data from bronze to silver. we are specifically instructed us not to use mount paths for accessing data from ADLS Gen 2. To comply, I configured storage credentials and created an externa...

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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 3 kudos

Hi @yvishal519 ,Since you're using hive metastore you have no other option than mount points. Storage credentials and external locations are only supported in Unity Catalog

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helghe
by • New Contributor II
  • 2226 Views
  • 3 replies
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Unavailable system schemas

When I list the available schemas I get the following:{"schemas":[{"schema":"storage","state":"AVAILABLE"},{"schema":"operational_data","state":"UNAVAILABLE"},{"schema":"access","state":"AVAILABLE"},{"schema":"billing","state":"ENABLE_COMPLETED"},{"s...

  • 2226 Views
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Latest Reply
hle
Databricks Partner
  • 3 kudos

I have the same issue for the compute schema. Workspace is UC enabled and I'm account admin. 

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Amit_Dass_Chmp
by • Databricks Partner
  • 1391 Views
  • 1 replies
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Auto-tuning capability available for external tables?

If I am using Databricks Runtime 11.3 and above to create managed Delta tables cataloged in Unity Catalog (Databricks’ data catalog), I don’t need to worry about optimizing the underlying file sizes or configuring a target file size for my Delta tabl...

  • 1391 Views
  • 1 replies
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szymon_dybczak
Esteemed Contributor III
  • 0 kudos

Hi @Amit_Dass_Chmp ,Yep, according to documentation. As of second question, such capability will be available in the future. If you are using Databricks Runtime 11.3 and above to create managed Delta tables cataloged in Unity Catalog (Databricks’ dat...

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dpc
by • Contributor III
  • 4578 Views
  • 3 replies
  • 4 kudos

Resolved! Approach to monthly data snapshots

HelloI'm building a datawarehouse with all the usual facts and dimensionsIt will flush (truncate) and rebuild on a monthly basisUsers have the need to not only view the data now but also view it historically i.e. what it was a point in timeMy initial...

  • 4578 Views
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Latest Reply
dpc
Contributor III
  • 4 kudos

Great, thanks

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angel531
by • New Contributor II
  • 2765 Views
  • 3 replies
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Resolved! getting error while accessing dbfs from databricks community account and couldnt upload any files

Hi, I have enabled dbfs in my databricks community account and started the cluster. while accessing dbfs its throwing an error.

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  • 2765 Views
  • 3 replies
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Latest Reply
satyakiguha
Databricks Partner
  • 3 kudos

Hi @Retired_mod I am no longer facing this issue, Thanks to the team for fixing it !  

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fdeba
by • New Contributor
  • 2987 Views
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DatabricksSession and SparkConf

Hi,I want to initialize a Spark session using `DatabricksSession`. However, it seems not possible to call `.config()` and pass it a `SparkConf` instance. The following works:# Initialize the configuration for the Spark session confSettings = [ ("...

  • 2987 Views
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Latest Reply
Witold
Databricks Partner
  • 0 kudos

In almost all cases you don't need to create a new spark session, as Databricks will do it for you automatically.If it's only about spark configurations, there are multiple ways to set it:Cluster settingsspark.conf.set

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mkd
by • New Contributor II
  • 7537 Views
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Resolved! CSV import error

Upload ErrorError occurred when processing file tips1.csv: [object Object].  I've been trying to import a csv file from my local machine to the databricks. The above mentioned error couldn't be resolved. Anyone pls help me in this regard.

  • 7537 Views
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Latest Reply
clentin
Contributor
  • 3 kudos

@Retired_mod - this is now fixed. Thank you so much for your prompt action. Appreciate it. 

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kwinsor5
by • New Contributor II
  • 4263 Views
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Delta Live Table autoloader's inferColumnTypes does not work

I am experimenting with DLTs/Autoloader. I have a simple, flat JSON file that I am attempting to load into a DLT (following this guide) like so:  CREATE OR REFRESH STREAMING LIVE TABLE statistics_live COMMENT "The raw statistics data" TBLPROPERTIES (...

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pavlos_skev
New Contributor III
  • 0 kudos

I had the same issue with a similar JSON structure as yours. Adding the option "multiLine" set to true fixed it for me.df = (spark.readStream.format("cloudFiles") .option("multiLine", "true") .option("cloudFiles.schemaLocation", schemaLocation) ...

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kapilb
by • New Contributor III
  • 5164 Views
  • 5 replies
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Resolved! Regarding problem in accessing table and uploading files

Hello team,I am new to databricks. I am using databricks community edition. Few days back I was able to access my tables and create tables by uploading csv files. But now I am getting error as "File Browsing Error" .It says Workspace is not set in Cu...

  • 5164 Views
  • 5 replies
  • 2 kudos
Latest Reply
kapilb
New Contributor III
  • 2 kudos

The issue has been resolved

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Prajwal_082
by • New Contributor II
  • 1376 Views
  • 0 replies
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DLT apply_changes_from_snapshot

Is there way to get auto incremented value for next version parameter like next version = previous version + 1 in that case how to get the previous version value.Below code is from documentation "Historical snapshot processing". The APPLY CHANGES API...

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  • 1376 Views
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aalanis
by • New Contributor II
  • 2549 Views
  • 3 replies
  • 2 kudos

Issues reading json files with databricks vs oss pyspark

Hi Everyone, I'm currently developing an application in which I read json files with nested structure. I developed my code locally on my laptop using the opensource version of pyspark (3.5.1) using a similar code to this:sample_schema:schema = Struct...

  • 2549 Views
  • 3 replies
  • 2 kudos
Latest Reply
sushmithajk
New Contributor II
  • 2 kudos

Hi, I'd like to try the scenario and find a solution. Would you mind sharing a sample file? 

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