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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

laksh
by New Contributor II
  • 7578 Views
  • 5 replies
  • 3 kudos

What kind of data quality rules that can be run using unity catalog

We are trying to build data quality process for initial file level or data ingestion level for bronze and add more specific business times for silver and business related aggregates for golden layer.

  • 7578 Views
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Latest Reply
joarobles
New Contributor III
  • 3 kudos

Hi @laksh!You could take a look at Rudol Data Quality, it has native Databricks integration and covers both basic an advanced data quality checks. Basic checks can be configured by non-technical roles using a no-code interface, but there's also the o...

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Phani1
by Databricks MVP
  • 12098 Views
  • 5 replies
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Data Quality in Databricks

Hi Databricks Team, would like to implement data quality rules in Databricks, apart from DLT do we have any standard approach to perform/ apply data quality rules on bronze layer before further proceeding to silver and gold layer.

  • 12098 Views
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joarobles
New Contributor III
  • 0 kudos

Looks nice! However I don't see Databricks support in the docs

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narendra11
by New Contributor
  • 3377 Views
  • 4 replies
  • 1 kudos

Resolved! getting Status code: 301 Moved Permanently error

getting this error while running the cells Failed to upload command result to DBFS. Error message: Status code: 301 Moved Permanently, Error message: <?xml version="1.0" encoding="UTF-8"?> <Error><Code>PermanentRedirect</Code><Message>The bucket you ...

  • 3377 Views
  • 4 replies
  • 1 kudos
Latest Reply
stefano0929
New Contributor II
  • 1 kudos

Same problem and I don't know how to solve.. Here an example of cell that has always worked correctly but from yesterday it stopped.# Compute the correlation matrixcorrelation_matrix = data.corr()# Set up the matplotlib figureplt.figure(figsize=(14, ...

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hayden_blair
by New Contributor III
  • 5361 Views
  • 3 replies
  • 3 kudos

Resolved! Delta Live Table automatic table removal and schema update

Hello, I made a delta live table workflow that created 3 streaming tables in unity catalog. I then removed the source code for the 3rd table from the workflow and reran. After about a week, the 3rd streaming table is no longer available in unity cata...

  • 5361 Views
  • 3 replies
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hayden_blair
New Contributor III
  • 3 kudos

This makes sense @raphaelblg! Just to confirm my understanding, is the following statement true:If I remove the source code for a unity catalog DLT streaming table from a DLT pipeline and wait 7 days, that table will be dropped from unity catalog, an...

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dpc
by Contributor III
  • 2551 Views
  • 2 replies
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Returing and reusing the identity value

Hello I have a table that has a column defined as an identity (BIGINT GENERATED ALWAYS AS IDENTITY)I will be inserting rows into this table in parallelHow can I get the identity and use that within a pipelineParallel is relevant as there will be mult...

  • 2551 Views
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szymon_dybczak
Esteemed Contributor III
  • 0 kudos

Hi @dpc ,What you're trying to achieve does not make sense in the context of identity columns. Look at below entry from documentation. So, the answer is - if you want to have concurrent transaction, don't use identity columns Declaring an identity co...

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mbaas
by New Contributor III
  • 4589 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...

  • 4589 Views
  • 4 replies
  • 4 kudos
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
  • 5125 Views
  • 3 replies
  • 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...

  • 5125 Views
  • 3 replies
  • 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
  • 17263 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...

  • 17263 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
  • 2205 Views
  • 2 replies
  • 3 kudos

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...

yvishal519_0-1721908544085.png
  • 2205 Views
  • 2 replies
  • 3 kudos
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
  • 1948 Views
  • 3 replies
  • 3 kudos

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...

  • 1948 Views
  • 3 replies
  • 3 kudos
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
  • 1246 Views
  • 1 replies
  • 0 kudos

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...

  • 1246 Views
  • 1 replies
  • 0 kudos
Latest Reply
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...

  • 0 kudos
dpc
by Contributor III
  • 4187 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...

  • 4187 Views
  • 3 replies
  • 4 kudos
Latest Reply
dpc
Contributor III
  • 4 kudos

Great, thanks

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angel531
by New Contributor II
  • 2474 Views
  • 3 replies
  • 3 kudos

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.

doubt.png
  • 2474 Views
  • 3 replies
  • 3 kudos
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
  • 2715 Views
  • 2 replies
  • 0 kudos

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 = [ ("...

  • 2715 Views
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  • 0 kudos
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
  • 7130 Views
  • 3 replies
  • 3 kudos

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.

  • 7130 Views
  • 3 replies
  • 3 kudos
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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