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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

Meshynix
by Databricks Partner
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  • 6 replies
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Resolved! Not able to create external table in a schema under a Catalog.

Problem StatementCluster 1 (Shared Cluster) is not able to read the file location at "dbfs:/mnt/landingzone/landingzonecontainer/Inbound/" and hence we are not able to create an external table in a schema inside Enterprise Catalog.Cluster 2 (No Isola...

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  • 6 replies
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Avi_Bricks
New Contributor II
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External table creation failing with error :- UnityCatalogServiceException:[RequestId=**** ErrorClass=INVALID_PARAMETER_VALUE] Unsupported path operation PATH_CREATE_TABLE on volume.Able to access and create files on external location.  

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pshuk
by New Contributor III
  • 2493 Views
  • 1 replies
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run md5 using CLI

Hi,I want to run a md5 checksum on the uploaded file to databricks. I can generate md5 on the local file but how do I generate one on uploaded file on databricks using CLI (Command line interface). Any help would be appreciated.I tried running databr...

  • 2493 Views
  • 1 replies
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danial
by New Contributor II
  • 10152 Views
  • 3 replies
  • 1 kudos

Connect Databricks hosted on Azure, with RDS on AWS.

We have Databricks set up and running on Azure. Now we want to connect it with RDS (AWS) to transfer data from RDS to Azure DataLake using the Databricks.I could find the documentation on how to do it within the same cloud (Either AWS or Azure) but n...

  • 10152 Views
  • 3 replies
  • 1 kudos
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Anonymous
Not applicable
  • 1 kudos

Hi @Danial Malik​ Hope everything is going great.Just wanted to check in if you were able to resolve your issue. If yes, would you be happy to mark an answer as best so that other members can find the solution more quickly? If not, please tell us so ...

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cszczotka
by New Contributor III
  • 4846 Views
  • 4 replies
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Shallow clone and issue with MODIFY permission to source table

Hi,I'm running shallow clone for external delta tables. The shallow clone is failing for source tables where I don't have MODIFY permission. I'm getting below exception. I don't understand why MODIFY permission to source table is required. Is there a...

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Amit_Dass_Chmp
Databricks Partner
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Also check this documentation on access mode :Shallow clone for Unity Catalog tables | Databricks on AWS Working with Unity Catalog shallow clones in Single User access mode, you must have permissions on the resources for the cloned table source as w...

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surband
by New Contributor III
  • 13375 Views
  • 9 replies
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Pulsar Streaming (Read) - Benchmarking Information

We are doing a first time implementation of data streaming reading from a partitioned pulsar topics to a delta table managed by UC. We are unable to scale the job beyond about ~ 40k msgs/sec. Beyond 40k msgs/sec , the job fails.  I'd imagine Databric...

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  • 9 replies
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surband
New Contributor III
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Attached Grafana screenshots

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bradleyjamrozik
by New Contributor III
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  • 0 replies
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Autoloader Failure Creating EventSubscription

Posting this here too in case anyone else has run into this issue... Trying to set up Autoloader File Notifications but keep getting an "Internal Server Error" message.Failure on Write EventSubscription - Internal error - Microsoft Q&A

  • 1116 Views
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JacobKesinger
by New Contributor II
  • 7600 Views
  • 3 replies
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Resolved! Iterating over a pyspark.pandas.groupby.DataFrameGroupBy

I have a pyspark.pandas.frame.DataFrame object (that I called from `pandas_api` on a pyspark.sql.dataframe.DataFrame object).  I have a complicated transformation that I would like to apply to this data, and in particular I would like to apply it in ...

  • 7600 Views
  • 3 replies
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Latest Reply
MichTalebzadeh
Valued Contributor
  • 0 kudos

Hi,The error indicates that the Unity Catalog does not support Spark higher-order functions, such as those used in pandas_udf. This limitation likely comes from architectural or compatibility constraints. To resolve the issue, consider alternative ap...

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nileshtiwaari
by New Contributor
  • 1465 Views
  • 1 replies
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Unity Catalog External Tables

what if I delete the external tables files manually on storage account for external table without dropping the table itself?

  • 1465 Views
  • 1 replies
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Latest Reply
mhiltner
Databricks Employee
  • 0 kudos

This change won't be registered as metadata thus the table will still appear on unity catalog, but you'll get an error when trying to access it, as the table metadata will point to deleted files.   

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Yashir
by New Contributor III
  • 8348 Views
  • 5 replies
  • 4 kudos

Is there a way to add Features descriptions for each of the features in a Feature Store table?

 If not, then I believe that it will be beneficial because the feature tables contain engineered features that its a good idea to document their calc logic for the benefit of other data scientists. Also, even non-engineered features are many times no...

  • 8348 Views
  • 5 replies
  • 4 kudos
Latest Reply
deep_thought
Contributor
  • 4 kudos

I also would like to see support added for feature description get/set methods.

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kDev
by New Contributor
  • 27591 Views
  • 8 replies
  • 3 kudos

UnauthorizedAccessException: PERMISSION_DENIED: User does not have READ FILES on External Location

Our jobs have been running fine so far w/o any issues on a specific workspace. These jobs read data from files on Azure ADLS storage containers and dont use the hive metastore data at all.Now we attached the unity metastore to this workspace, created...

  • 27591 Views
  • 8 replies
  • 3 kudos
Latest Reply
Masha
Databricks Partner
  • 3 kudos

@Wojciech_BUK  I granted both in the GUI:) you can either search for display name there (and then it uses the Managed Identity Object ID), or you can search directly for the value of the "Managed Identity Application ID" and then it works correctly! ...

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etum
by New Contributor II
  • 1422 Views
  • 0 replies
  • 1 kudos

Importing JSON files when format is subject to evolution

Hi there,I'm reaching out for some assistance with importing JSON files into Databricks. Still a beginner even if I've gained experience working with various data import batches (CSV/JSON) for application monitoring:  I'm currently facing a challenge...

  • 1422 Views
  • 0 replies
  • 1 kudos
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