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Forum Posts

dollyb
by New Contributor III
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Differences between Spark SQL and Databricks

Hello,I'm using a local Docker Spark 3.5 runtime to test my Databricks Connect code. However I've come across a couple of cases where my code would work in one environment, but not the other.Concrete example, I'm reading data from BigQuery via spark....

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daniel_sahal
Esteemed Contributor
  • 0 kudos

@dollyb That's because when you've added another dependency on Databricks, it doesn't really know which one it should use. By default it's using built-in com.google.cloud.spark.bigquery.BigQueryRelationProvider.What you can do is provide whole packag...

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HaripriyaP
by New Contributor
  • 126 Views
  • 1 replies
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Multiple Notebooks Migration from one workspace to another without using Git.

Hi all!I need to migrate multiple notebooks from one workspace to another. Is there any way to do it without using Git?Since Manual Import and Export is difficult to do for multiple notebooks and folders, need an alternate solution.Please reply as so...

  • 126 Views
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daniel_sahal
Esteemed Contributor
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@HaripriyaP You can use databricks CLI to export and import notebooks from one workspace to another.CLI Documentation here:https://github.com/databricks/cli/blob/main/docs/commands.md#databricks-workspace-export---export-a-workspace-object

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HaripriyaP
by New Contributor
  • 157 Views
  • 1 replies
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Multiple Tables Migration from one workspace to another.

Hi all!I need to copy multiple tables from one workspace to another with metadata information. Is there any way to do it?Please reply as soon as possible.

  • 157 Views
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shan_chandra
Honored Contributor III
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@HaripriyaP - Depends on your use case, Either of the below approach can be chosen. 1)  DELTA CLONE(DEEP CLONE) to clone them to the new workspace. 2) Have the same cluster policy/Instance profile of the old workspace to access them in the new worksp...

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bozhu
by Contributor
  • 1046 Views
  • 4 replies
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Delta Live Tables Materialised View Column Comment Error

While materialised view doc says MVs support columns comments, this does not seem like the case for MVs created by DLT. For example, when trying to add a comment to a MV created by DLT, it errors:Any ideas on when this will be fixed/supported?

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bozhu
Contributor
  • 0 kudos

Just to close the loop here that it seems DLT generated MVs now support column comments.

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Chinu
by New Contributor III
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How do I access to DLT advanced configuration from python notebook?

Hi Team, Im trying to get DLT Advanced Configuration value from the python dlt notebook. For example, I set "something": "some path" in Advanced configuration in DLT and I want to get the value from my dlt notebook. I tried "dbutils.widgets.get("some...

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jose_gonzalez
Moderator
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The following docs will help. Please check the examples https://docs.databricks.com/en/delta-live-tables/settings.html#parameterize-pipelines

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toolhater
by New Contributor II
  • 139 Views
  • 1 replies
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Installing dlt causing error

I'm trying to use the example in big book of engineering 2nd edition-final.pdf and I had an issue with the statementimport dltSo I created another cell and installed it and I noticed I was getting this error:"dataclass_transform() got an unexpected k...

  • 139 Views
  • 1 replies
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jose_gonzalez
Moderator
  • 0 kudos

could you get the full error stack trace please

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carlosancassani
by New Contributor III
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Update DeltaTable on column type ArrayType(): add element to array

Hi all,I need to perform an Update on a Delta Table adding elements to a column of ArrayType(StringType()) which is initialized empty.Before UpdateCol_1 StringType()Col_2 StringType()Col_3 ArrayType()ValVal[ ]After UpdateCol_1 StringType()Col_2 Strin...

Data Engineering
deltatable
Update
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Kaniz
Community Manager
  • 0 kudos

Hi @carlosancassani, It seems like you’re trying to append a string to an array column in a Delta table. The error you’re encountering is because you’re trying to assign a string value to an array column, which is not allowed due to type mismatch. To...

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yogu
by Honored Contributor III
  • 1940 Views
  • 8 replies
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Trying to claim reward points but its not reflecting my points

Hi Team,Can anyone help me why my reward point still showing 0 balance. My databricks community points is not reflecting on reward claim portal.i was login first time . Also I was wait for 3 business days but its still not reflecting

image
  • 1940 Views
  • 8 replies
  • 73 kudos
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Kaizen
Contributor III
  • 73 kudos

Can you also share the link for the reward points redemption?

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Dom1
by New Contributor II
  • 358 Views
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Show log4j messages in run output

Hi,I have an issue when running JAR jobs. I expect to see logs in the output window of a run. Unfortunately, I can only see messages of that are generated with "System.out.println" or "System.err.println". Everything that is logged via slf4j is only ...

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Kaniz
Community Manager
  • 2 kudos

Hi @Dom1,  Ensure that both the slf4j-api and exactly one implementation binding (such as slf4j-simple, logback, or another compatible library) are present in your classpath1.If you’re developing a library, it’s recommended to depend only on slf4j-ap...

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174817
by New Contributor II
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  • 2 replies
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DataBricks Rust client and/or OpenAPI spec

Hi,I'm looking for a DataBricks client for Rust.  I could only find these SDK implementations.Alternatively, I would be very happy with the OpenAPI spec.  Clearly one exists: the Go SDK implementation contains code to generate itself from such a spec...

Data Engineering
openapi
rust
sdk
unity
  • 234 Views
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feiyun0112
Contributor III
  • 0 kudos

Databricks REST API referenceThis reference contains information about the Databricks application programming interfaces (APIs). Each API reference page is presented primarily from a representational state transfer (REST) perspective. Databricks REST...

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my_super_name
by New Contributor II
  • 289 Views
  • 2 replies
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Auto Loader Schema Hint Behavior: Addressing Nested Field Errors

Hello,I'm using the auto loader to stream a table of data and have added schema hints to specify field values.I've observed that when my initial data file is missing fields specified in the schema hint,the auto loader correctly identifies this and ad...

  • 289 Views
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my_super_name
New Contributor II
  • 3 kudos

Hi @Kaniz Thanks for your help!Your solution works for the initial issue,and I've implemented it first in my code.but it creates a other problem.When we explicitly define the struct hint as 'bbb STRUCT<ccc: INT>',it works until someone adds more fiel...

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RiyazAli
by Valued Contributor
  • 495 Views
  • 1 replies
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Unable to create a record_id column via DLT - Autoloader

Hi Community,I'm trying to load data from the landing zone to the bronze layer via DLT- Autoloader, I want to add a column record_id to the bronze table while I fetch my data. I'm also using file arrival trigger in the workflow to update my table inc...

  • 495 Views
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RiyazAli
Valued Contributor
  • 0 kudos

Hey @Kaniz  - could you or any body from the community team help me here, please? I've been stuck since quite some time now.

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cosminsanda
by New Contributor III
  • 636 Views
  • 4 replies
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Resolved! Unit Testing with the new Databricks Connect in Python

I would like to create a regular PySpark session in an isolated environment against which I can run my Spark based tests. I don't see how that's possible with the new Databricks Connect. I'm going in circles here, is it even possible?I don't want to ...

  • 636 Views
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cosminsanda
New Contributor III
  • 1 kudos

Ok, so the best solution as it stands today (for me personally at least) is this:Have pyspark ^3.4 installed with the connect extra feature.My unit tests then don't have to change at all, as they use the regular spark session created on the flyFor ru...

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Phani1
by Valued Contributor
  • 149 Views
  • 1 replies
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Code Review tools

Could you kindly recommend any Code Review tools that would be suitable for our Databricks tech stack?

Data Engineering
code review
  • 149 Views
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Kaniz
Community Manager
  • 0 kudos

Hi @Phani1, When it comes to code review tools for your Databricks tech stack, here are some options you might find useful: Built-in Interactive Debugger in Databricks Notebook: The interactive debugger is available exclusively for Python code withi...

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Aidonis
by New Contributor III
  • 7282 Views
  • 3 replies
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Resolved! Flatten Deep Nested Struct

Hi All,I have a deeply nested spark dataframe struct something similar to below |-- id: integer (nullable = true) |-- lower: struct (nullable = true) | |-- field_a: integer (nullable = true) | |-- upper: struct (containsNull = true) | | ...

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Praveen-bpk21
New Contributor II
  • 2 kudos

@Aidonis You can try this as well:flatten-spark-dataframe · PyPIThis also allows for specific level of flattening.

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