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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

939772
by New Contributor III
  • 2411 Views
  • 1 replies
  • 0 kudos

Resolved! DLT refresh unexpectedly failing

We're hitting an error with a delta live table refresh since yesterday; nothing has changed in our system yet there appears to be a configuration error: { ... "timestamp": "2024-04-08T23:00:10.630Z", "message": "Update b60485 is FAILED.",...

  • 2411 Views
  • 1 replies
  • 0 kudos
Latest Reply
939772
New Contributor III
  • 0 kudos

Apparently the `custom_tags` of `ResourceClass` is now extraneous -- removing it from config corrected our problem.

  • 0 kudos
brian_zavareh
by New Contributor III
  • 10344 Views
  • 4 replies
  • 3 kudos

Optimizing Delta Live Table Ingestion Performance for Large JSON Datasets

I'm currently facing challenges with optimizing the performance of a Delta Live Table pipeline in Azure Databricks. The task involves ingesting over 10 TB of raw JSON log files from an Azure Data Lake Storage account into a bronze Delta Live Table la...

Data Engineering
autoloader
bigdata
delta-live-tables
json
  • 10344 Views
  • 4 replies
  • 3 kudos
Latest Reply
standup1
Contributor
  • 3 kudos

Hey @brian_zavareh , see this document. I hope this can help.https://learn.microsoft.com/en-us/azure/databricks/compute/cluster-config-best-practicesJust keep in mind that there's some extra cost from Azure VM side, check your Azure Cost Analysis for...

  • 3 kudos
3 More Replies
Shas_DataE
by New Contributor II
  • 5197 Views
  • 2 replies
  • 1 kudos

Alerts and Dashboard

Hi Team,In my Databricks workspace, i have created an alerts using the query in such a way the schedule will run on daily basis and the results will get populated to dashboard. The results from dashboard will be notified via email, but i am seeing re...

  • 5197 Views
  • 2 replies
  • 1 kudos
Latest Reply
Ayushi_Suthar
Databricks Employee
  • 1 kudos

HI @Shas_DataE, Good Day!  Could you please check and confirm if there are any special characters in the table column? At this moment, special characters are compatible with Excel.  If yes then please drop the column that has that special character a...

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1 More Replies
Kibour
by Databricks Partner
  • 3390 Views
  • 2 replies
  • 1 kudos

Resolved! date_format 'LLLL' returns '1'

Hi all,In my notebook, when I run my cell with following code%sqlselect date_format(date '1970-01-01', "LLL");I get '1', while I expect 'Jan' according to the dochttps://spark.apache.org/docs/latest/sql-ref-datetime-pattern.html I would also expect t...

  • 3390 Views
  • 2 replies
  • 1 kudos
Latest Reply
Kibour
Databricks Partner
  • 1 kudos

Hi @Retired_mod ,Turns out it was actually a Java 8 bug:IllegalArgumentException: Java 8 has a bug to support stand-alone form (3 or more 'L' or 'q' in the pattern string). Please use 'M' or 'Q' instead, or upgrade your Java version. For more details...

  • 1 kudos
1 More Replies
Kibour
by Databricks Partner
  • 6035 Views
  • 1 replies
  • 0 kudos

Resolved! Trigger one workflow after completion of another workflow

Hi there,Is it possible to trigger one workflow conditionnally on the completion of another workflow? Typically, I would like to have my workflow W2 to start automatically once the workflow W1 has successfully completed.Thanks in advance for your ins...

  • 6035 Views
  • 1 replies
  • 0 kudos
Latest Reply
Kibour
Databricks Partner
  • 0 kudos

Found it: you build a new workflow where you connect W1 and W2 (each as a Run Job).

  • 0 kudos
ADBQueries
by New Contributor
  • 4552 Views
  • 1 replies
  • 0 kudos

DBEAVER Connection to Sql Warehouse in Databricks

I'm trying to connect to SQL warehouse in Azure Datebricks with DBEAVER application.I'm creating a jdbc connection string as mentioned here: https://docs.databricks.com/en/integrations/jdbc/authentication.htmlHere is a sample connection link I have c...

  • 4552 Views
  • 1 replies
  • 0 kudos
Latest Reply
Ayushi_Suthar
Databricks Employee
  • 0 kudos

Hi @ADBQueries , Good Day!  Could you please try running the code again to generate another access token and, once generated, check it on this page, https://jwt.ms, to confirm that the token has not expired? Also, if not done yet, please review the f...

  • 0 kudos
acagatayyilmaz
by New Contributor
  • 3718 Views
  • 1 replies
  • 0 kudos

How to find consumed DBU

Hi All,I'm trying to understand my databricks consumption to purchase a reservation. However, I couldnt find the consumed DBU in both Azure Portal and Databricks workspace.I'm also exporting and processing Azure Cost data daily. When I check the reso...

  • 3718 Views
  • 1 replies
  • 0 kudos
Latest Reply
Ayushi_Suthar
Databricks Employee
  • 0 kudos

Hi @acagatayyilmaz , Hope you are doing well!  You can refer to the Billable usage system table to find the records of consumed DBU. You can go through the below document to understand more about the System tables:  https://learn.microsoft.com/en-us/...

  • 0 kudos
vanepet
by New Contributor II
  • 26841 Views
  • 5 replies
  • 2 kudos

Is it possible to use multiprocessing or threads to submit multiple queries to a database from Databricks in parallel?

We are trying to improve our overall runtime by running queries in parallel using either multiprocessing or threads. What I am seeing though is that when the function that runs this code is run on a separate process it doesnt return a dataFrame with...

  • 26841 Views
  • 5 replies
  • 2 kudos
Latest Reply
BapsDBS
Databricks Partner
  • 2 kudos

Thanks for the links mentioned above. But both of them uses raw python to achieve parallelism. Does this mean Spark (read PySpark) does exactly provisions for parallel execution of functions or even notebooks ? We used a wrapper notebook with ThreadP...

  • 2 kudos
4 More Replies
zerodarkzone
by Databricks Partner
  • 2693 Views
  • 1 replies
  • 1 kudos

Cannot create vnet peering on Azure Databricks

Hi,I'm trying to create a VNET peering using to SAP hana using the default VNET created by databricks but it is not possible.I'm getting the following errorNo se pudo agregar el emparejamiento de red virtual "PeeringSAP" a "workers-vnet". Error: El c...

Data Engineering
Azure Databricks
peering
vnet
  • 2693 Views
  • 1 replies
  • 1 kudos
jx1226
by Databricks Partner
  • 5315 Views
  • 2 replies
  • 0 kudos

Connect Workspace EnableNoPublicIP=No and VnetInject=No to storage account with Private Endpoint.

We know that Databricks with VNET injection (our own VNET) allows is to connect to blob storage/ ADLS Gen2 over private endpoints and peering. This is what we typically do.We have a client who created Databricks with EnableNoPublicIP=No (secure clust...

  • 5315 Views
  • 2 replies
  • 0 kudos
Latest Reply
User16539034020
Databricks Employee
  • 0 kudos

Hello,  Thanks for contacting Databricks Support.You need to enable EnableNoPublicIP,  otherwise, you will get the error message "cannot be deployed on subnet containing Basic SKU Public IP addresses or Basic SKU Load Balancer. NIC", it was usually t...

  • 0 kudos
1 More Replies
User16752240150
by Databricks Employee
  • 2304 Views
  • 1 replies
  • 1 kudos
  • 2304 Views
  • 1 replies
  • 1 kudos
Latest Reply
holly
Databricks Employee
  • 1 kudos

Hi there! Appreciate this reply is 3 years later than it was originally asked, but people might be coming across it still. A few things: Koalas was deprecated in spark 3.2 (runtime 10.4). Instead, the recommendation is to use pandas on spark with `im...

  • 1 kudos
manish1987c
by New Contributor III
  • 2649 Views
  • 1 replies
  • 0 kudos

Delta Live table expectations

I am able to ues expectation feature in delta live table using by creating the expectations as below   checks = {}checks["validate circuitId col for null values"] = "(circuitId IS not NULL)"checks["validate name col for null values"] = "(name IS not ...

  • 2649 Views
  • 1 replies
  • 0 kudos
Gilg
by Contributor II
  • 1790 Views
  • 0 replies
  • 0 kudos

Best Practices Near Real-time Processing

HI All,We are ingesting 1000 files in json format and different sizes per minute. DLT is in continuous mode. Unity Catalog is enabled workspace.  We are using the default setting of Autoloader (Directory Listing) and Silver has CDC as well.We aim to ...

  • 1790 Views
  • 0 replies
  • 0 kudos
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