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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

Yashir
by New Contributor III
  • 7137 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...

  • 7137 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.

  • 4 kudos
4 More Replies
kDev
by New Contributor
  • 23537 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...

  • 23537 Views
  • 8 replies
  • 3 kudos
Latest Reply
Masha
New Contributor III
  • 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! ...

  • 3 kudos
7 More Replies
etum
by New Contributor II
  • 1184 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...

  • 1184 Views
  • 0 replies
  • 1 kudos
Husky
by New Contributor III
  • 18095 Views
  • 4 replies
  • 1 kudos

Resolved! Upload file from local file system to Unity Catalog Volume (via databricks-connect)

Context:IDE: IntelliJ 2023.3.2Library: databricks-connect 13.3Python: 3.10Description:I develop notebooks and python scripts locally in the IDE and I connect to the spark cluster via databricks-connect for a better developer experience.  I download a...

  • 18095 Views
  • 4 replies
  • 1 kudos
Latest Reply
lathaniel
New Contributor III
  • 1 kudos

Late to the discussion, but I too was looking for a way to do this _programmatically_, as opposed to the UI.The solution I landed on was using the Python SDK (though you could assuredly do this using an API request instead if you're not in Python):w ...

  • 1 kudos
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m208205
by New Contributor
  • 1791 Views
  • 0 replies
  • 0 kudos

Difference in support for partitions between hive and Unity

The Unity migration guide (https://docs.databricks.com/en/data-governance/unity-catalog/migrate.html#before-you-begin) states the following:Unity Catalog manages partitions differently than Hive. Hive commands that directly manipulate partitions are ...

Data Engineering
Unity Catalog
  • 1791 Views
  • 0 replies
  • 0 kudos
Hardy
by New Contributor III
  • 10470 Views
  • 5 replies
  • 6 kudos

The driver could not establish a secure connection to SQL Server by using Secure Sockets Layer (SSL) encryption

I am trying to connect to SQL through JDBC from databricks notebook. (Below is my notebook command)val df = spark.read.jdbc(jdbcUrl, "[MyTableName]", connectionProperties) println(df.schema)When I execute this command, with DBR 10.4 LTS it works fin...

  • 10470 Views
  • 5 replies
  • 6 kudos
Latest Reply
DBXC
Contributor
  • 6 kudos

Try to add the following parameters to your SQL connection string. It fixed my problem for 13.X and 12.X;trustServerCertificate=true;hostNameInCertificate=*.database.windows.net; 

  • 6 kudos
4 More Replies
Clampazzo
by New Contributor II
  • 2978 Views
  • 3 replies
  • 0 kudos

Power BI RLS running extremely slowly with databricks

Hi Everyone,I am brand new to databricks and am setting up my first Semantic Model with RLS and have run into an unexpected problem.When I was testing my model with filters applied (where the RLS would handle later on) it runs extremely fast.  I look...

Data Engineering
Power BI
sql
  • 2978 Views
  • 3 replies
  • 0 kudos
Latest Reply
KTheJoker
Databricks Employee
  • 0 kudos

Are you trying to use Power BI RLS rules on top of DirectQuery? Can you give an example of the rules you're trying to apply? Are they static roles, or dynamic roles based on the user's UPN/email being in the dataset?

  • 0 kudos
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Mathias_Peters
by Contributor II
  • 2721 Views
  • 2 replies
  • 1 kudos

Resolved! DLT table not picked in python notebook

Hi, I am a bit stumped atm bc I cannot figure out how to get a DLT table definition picked up in a Python notebook. 1. I created a new notebook in python2. added the following code:  %python import dlt from pyspark.sql.functions import * @dlt.table(...

Mathias_Peters_0-1715334658498.png
  • 2721 Views
  • 2 replies
  • 1 kudos
Latest Reply
Mathias_Peters
Contributor II
  • 1 kudos

Ok, it seems that the default language of the notebook and the language of a particular cell can clash. If the default is set to Python, switching a cell to SQL won't work in DLT and vice versa. This is super unintuitive tbh.

  • 1 kudos
1 More Replies
Muralijv
by New Contributor
  • 2096 Views
  • 1 replies
  • 0 kudos

Databricks REST API

Hi , I am trying to create a Global Initscript using rest API as below successfully in the first step using Powershell. In the second step I am trying to enable it using rest api and getting the following error:  Any guidance or help is appreciated. ...

  • 2096 Views
  • 1 replies
  • 0 kudos
Latest Reply
feiyun0112
Honored Contributor
  • 0 kudos

This  API use PATH method, but you use POSTPATCH /api/2.0/workspace-confhttps://docs.databricks.com/api/workspace/workspaceconf/setstatus 

  • 0 kudos
Faisal
by Contributor
  • 8839 Views
  • 1 replies
  • 0 kudos

DLT SQL

What is best practise to implement parameterization in SQL DLT (specifically) pipelines so that it's easy and no manual intervention would be potentially required to migrate from dev_region to prod_region

  • 8839 Views
  • 1 replies
  • 0 kudos
Latest Reply
_databreaks
New Contributor II
  • 0 kudos

I would love to see a sample implementation of this config table.

  • 0 kudos
harraz
by New Contributor III
  • 10605 Views
  • 3 replies
  • 0 kudos

Unable to use unity catalog in notebook

com.databricks.backend.common.rpc.SparkDriverExceptions$SQLExecutionException: org.apache.spark.sql.connector.catalog.CatalogNotFoundException: Catalog 'uc-dev' plugin class not found: spark.sql.catalog.uc-dev is not defined ....I get the above when ...

  • 10605 Views
  • 3 replies
  • 0 kudos
Latest Reply
Tomas
New Contributor II
  • 0 kudos

I had the same error plugin class not found: spark.sql.catalog... is not defined immediately after attaching the workspace into Unity catalog.The error was resolved by restarting SQL Warehouse.It seems that if SQL Warehouse (or any cluster) is runnin...

  • 0 kudos
2 More Replies
Christine
by Contributor II
  • 11571 Views
  • 9 replies
  • 5 kudos

Resolved! pyspark dataframe empties after it has been saved to delta lake.

Hi, I am facing a problem that I hope to get some help to understand. I have created a function that is supposed to check if the input data already exist in a saved delta table and if not, it should create some calculations and append the new data to...

  • 11571 Views
  • 9 replies
  • 5 kudos
Latest Reply
SharathE
New Contributor III
  • 5 kudos

Hi,im also having similar issue ..does creating temp view and reading it again after saving to a table works?? /

  • 5 kudos
8 More Replies

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