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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

mbvb_py
by New Contributor II
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  • 4 replies
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Create cluster error: Backend service unavailable

hello,i'm new to Databricks (community edition account) and encountered a problem just now.When creating a new cluster (default 10.4 LTS) it fails with the following error: Backend service unavailable.I've tried a different runtime > same issue.I've ...

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stefnhuy
New Contributor III
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Hey mbvb_py,I'm sorry to hear you're facing this "Backend service unavailable" issue with Databricks. I've encountered similar problems in the past, and it can be frustrating. Don't worry; you're not alone in this!From my experience, this error can o...

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DBEnthusiast
by New Contributor III
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How does Job Cluster knows how many resources to assign to an Application ?

Hi All Enthusiasts !As per my understanding when a user submits an application in spark cluster it specifies how much memory, executors etc. it would need . But in Data bricks notebooks we never specify that anywhere. If we have submitted the noteboo...

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BilalAslamDbrx
Databricks Employee
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@DBEnthusiast great question! Today, with Job Clusters, you have to specify this. As @btafur note, you do this by setting CPU, memory etc. We are in early preview of Serverless Job Clusters where you no longer specify this configuration, instead Data...

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smurug
by New Contributor II
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Databricks Job scheduling - continuous mode

While scheduling the Databricks job using continuous mode - what will happen if the job is configured to run with Job cluster.At the end of each run will the cluster be terminated and re-created again for the next run? The official documentation is n...

  • 6766 Views
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Jo5h
New Contributor II
  • 1 kudos

Hello @youssefmrini So how is the DBU calculated? As the cluster is reused, the DBU should be calculated per hour on all the jobs run in an hour correct? Or will it be calculated based on each run?I would like to know the cost calculation when runnin...

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Hubert-Dudek
by Esteemed Contributor III
  • 1186 Views
  • 1 replies
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Streaming Data Modeling Normalization with Databricks Delta Live Tables

Streamline Data Modeling Normalization with Databricks Delta Live Tables in Just a Few Steps:- Use the "Apply changes" function to populate tables with slowly changing dimensions using auto-increment IDs.- Register SQL mapping functions to associate ...

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  • 1186 Views
  • 1 replies
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jose_gonzalez
Databricks Employee
  • 1 kudos

Thank you for sharing this @Hubert-Dudek !!!

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BAZA
by New Contributor III
  • 9973 Views
  • 8 replies
  • 2 kudos

Invisible empty spaces when reading .csv files

When importing a .csv file with leading and/or trailing empty spaces around the separators, the output results in strings that appear to be trimmed on the output table or when using .display() but are not actually trimmed.It is possible to identify t...

  • 9973 Views
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Raluka
New Contributor III
  • 2 kudos

Thank you so much for helping me.

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Nico1
by New Contributor II
  • 12546 Views
  • 11 replies
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Resolved! Problems connecting Simba ODBC with a M1 Macbook Pro

Hi,There's a way to make work the Simba ODBC Driver for M1 Macbook Pros?I find myself able to run on an old intel version of Macbook easily, but now every time I even test the connection with the iODBC Manager fails.Definitely, the issue is around no...

CleanShot 2022-05-15 at 22.50.36@2x
  • 12546 Views
  • 11 replies
  • 2 kudos
Latest Reply
kunalmishra9
New Contributor III
  • 2 kudos

Things seem to be mostly working for me now. I've added a bit more detail on my connection steps and process in case it's helpful for anyone on Stack Overflow: https://stackoverflow.com/questions/76407426/connecting-rstudio-desktop-to-databricks-comm...

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DanBrown
by New Contributor
  • 1594 Views
  • 0 replies
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Remove WHERE 1=0

I am hoping someone can help me remove the WHERE 1=0 that is constantly getting added onto the end of my Query (see below).  Please let me know if I can provide more info here.This is running a notebook, in Azure Databricks against a cluster that has...

  • 1594 Views
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zak_k
by New Contributor III
  • 4294 Views
  • 5 replies
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com.databricks.spark.safespark.UDFException: UNAVAILABLE: Channel shutdownNow invoked

Trying to determine a root cause of UDFException that occurs when returning a variable length ArrayType. If I hardcode the data returned from the UDF to a fixed length, say 19, the error does not occur. Setup codesplit_runs_UDF = udf(split_runs_udf, ...

  • 4294 Views
  • 5 replies
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Latest Reply
zak_k
New Contributor III
  • 1 kudos

After further investigation, It reproduces slightly differently on single user mode.Single user mode: runs foreverShared: gives the above messageI've determined that there was a corner case in the dataset which lead to UDF never returning. I am am as...

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RiyuLite
by New Contributor III
  • 2244 Views
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How to retrieve cluster IDs of a deleted All Purpose cluster ?

I need to retrieve the event logs of deleted All Purpose clusters of a certain workspace.databricks list API ({workspace_url}/api/2.0/clusters/list) provides me with the list of all active/terminated clusters but not the clusters that are deleted. I ...

  • 2244 Views
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miiaramo
by New Contributor II
  • 2554 Views
  • 2 replies
  • 1 kudos

DLT current channel uses same runtime as the preview channel

Hi,According to the latest release notes, the current channel of DLT should be using Databricks runtime 11.3 and the preview channel should be using 12.2. The current channel was using correct runtime version 11.3 still yesterday morning, but since ...

  • 2554 Views
  • 2 replies
  • 1 kudos
Latest Reply
adriennn
Valued Contributor
  • 1 kudos

I'm seeing the same issue with 12 current / 13 preview. Updating the channel didn't bump the runtime version and even creating a pipeline with the preview channel uses the current version.

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Databricks143
by New Contributor III
  • 2832 Views
  • 4 replies
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Correlated column is not allowed in non predicate in UDF SQL

Hi Team,I am new to databricks and currently working on creating sql udf 's  in databricks .In udf we are calculating min date and that date column using in where clause also.While running udf getting  Correlated column is not allowed in  non predica...

  • 2832 Views
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Noopur_Nigam
Databricks Employee
  • 0 kudos

Could you please provide your full code? I would also like to know which DBR version you are using in your cluster.

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thomann
by New Contributor III
  • 7092 Views
  • 3 replies
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Bug? Unity Catalog incompatible with Sparklyr in RStudio (on Driver) and as well if used on one cluster from multiple notebooks?

If I start a RStudio Server with in cluster init script as described here in a Unity Catalog Cluster the sparklyr connection fails with an error about a missing Credential Scope.=LI tried it both in 11.3LTS and 12.0 Beta. I tried it only in a Persona...

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Latest Reply
kunalmishra9
New Contributor III
  • 6 kudos

Have run into this issue as well. Let me know if there was any resolution 

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soumyaPattnaik
by New Contributor III
  • 3721 Views
  • 3 replies
  • 6 kudos

How can I customize the Notebook Job # while using dbutils.notebook.run method?

When running multiple notebooks parallelly using dbutils.notebook.run from a parent notebook, an url to that running notebook is printed, like belowNotebook job #211371132480519Is there a way I can print the notebook name or some customized string in...

  • 3721 Views
  • 3 replies
  • 6 kudos
Latest Reply
soumyaPattnaik
New Contributor III
  • 6 kudos

Hi @Debayan Thank you for your reply.However, the answer I am looking for is : how to print/get a more meaningful name of the jobs when running multiple notebooks parallelly using dbutils.notebook.run from a parent notebook.Now in the parent notebook...

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