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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

rt-slowth
by Contributor
  • 1475 Views
  • 1 replies
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Handling files used more than once in a streaming pipeline

I am implementing Structured Streaming using Delta Live Table. I want to delete the parquet files once they are used. What options should I set so that the files loaded in S3 are not deleted?

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Latest Reply
brockb
Databricks Employee
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Hi, It sounds like your Structured Streaming source is S3, in which case the easiest solution is likely to manage the stream source using an S3 Lifecycle Configuration (https://docs.aws.amazon.com/AmazonS3/latest/userguide/object-lifecycle-mgmt.html)...

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Esther_Tomi
by New Contributor
  • 2398 Views
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Unable to Install Cluster-Scoped Libraries on Runtime >13.3

Hello team,I'm trying to upgrade our databricks runtime to 13.3 from 9.1, but i've been having issues installing libraries on the compute  from our internal artifactoryHowever, when I tried this on a unity-catalog enabled workspace, it works seamless...

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pgruetter
by Contributor
  • 11098 Views
  • 7 replies
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Run Task as Service Principal with Code in Azure DevOps Repo

Hi allI have a task of type Notebook, source is Git (Azure DevOps). This task runs fine with my user, but if I change the Owner to a service principal, I get the following error:Run result unavailable: run failed with error message Failed to checkout...

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Latest Reply
Anonymous
Not applicable
  • 2 kudos

@pgruetter​ :To enable a service principal to access a specific Azure DevOps repository, you need to grant it the necessary permissions at both the organization and repository levels.Here are the steps to grant the service principal the necessary per...

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sher
by Valued Contributor II
  • 2919 Views
  • 2 replies
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how to i able to read column mapping metadata for delta tables

i want to read column mapping metadatahttps://github.com/delta-io/delta/blob/master/PROTOCOL.md#column-mappingin above link we can able to find the code block with json data. the same data i want to read in pyspark.. is there any option to read that ...

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brockb
Databricks Employee
  • 1 kudos

Hi,Information about the delta table such as history information could be found by running a `describe history table_name`. A `rename column` operation could be found in the `operation` column with a value of `RENAME COLUMN`. If you then look at the ...

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QQ
by New Contributor III
  • 5271 Views
  • 2 replies
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Resolved! How to fix (AWS SSO) Test Connection failed

What did I configure incorrectly? About SSO settings in my Databricks account. What troubleshooting should I do? I don't see any error message.I follow step instruction from AWS View step-by-step instructions. link belowView step-by-step instructions...

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QQ
New Contributor III
  • 0 kudos

I got solution I forgot to create SaaS users with the same subject as the AD users.Preprovisioned usersPreprovisioned users, means users must already exist in the downstream SaaS application. For instance, you may need to create SaaS users with the s...

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BobEng
by New Contributor
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  • 0 replies
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Delta Live Tables are dropped when pipeline is deleted

I created simplistic DLT pipeline that create one table. When I delete the pipeline the tables is dropped as well. That's not really desired behavior. Since I remember there was a strong distinction between data (stored in tables) and processing (spa...

  • 3464 Views
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dwfchu1
by New Contributor II
  • 3218 Views
  • 1 replies
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UC Volume access for spark and other config files

Hi All,Wondering if anyone else getting this problem:We trying to host krb5.conf and jaas.conf for our compute to be able to connect to Kerberised JDBC sources, we attempting to store these files in Catalog volumes, but at run time when initiating th...

  • 3218 Views
  • 1 replies
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Latest Reply
mbendana
New Contributor II
  • 1 kudos

Haven't been able to access volume path when using jdbc format.

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Sas
by New Contributor II
  • 1878 Views
  • 1 replies
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Deltalke performance

HiI am new to databricks and i am trying to understand the use case of deta lakehouse. Is it good idea to build datawarehouse using deltalake architecture. Is it going to give same performance as that of RDBMS clouse datawarehous like snowflake? Whic...

  • 1878 Views
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Latest Reply
Miguel_Suarez
Databricks Employee
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Hi @Sas , One of the benefits of the Data Lakehouse architecture, is that it combines the best of both Data Warehouses and Data Lakes all on one unified platform to help you reduce costs and deliver on your data and AI initiatives faster. It brings t...

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djhs
by New Contributor III
  • 4687 Views
  • 1 replies
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Resolved! Installing a private pypi package from Gitlab on a cluster

I have published a pypi package in a private Gitlab repository and I want to install it in my notebook but I don't know how and the documentation doesn't help me much either. I have created a Gitlab token that I use in the index url and I try to inst...

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Latest Reply
djhs
New Contributor III
  • 0 kudos

This problem was solved by removing the `python>=3.11` requirement.

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DaveLeach
by New Contributor III
  • 6575 Views
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Resolved! Remove ZOrdering

Hi, I am trying to demonstrate the effectiveness of ZOrdering but to do this would like to remove the existing ZOrdering first.  So my plan is:1. Remove existing ZOrdering2. Run a query and show the explain plan3. Add ZOrdering to column used for Joi...

  • 6575 Views
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Latest Reply
shan_chandra
Databricks Employee
  • 0 kudos

@DaveLeach - you can try dropping the table and create it again instead of #1. 

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rahulmadnawat
by New Contributor II
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  • 3 replies
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Resolved! Columns tab in Data Explorer doesn't reflect schema changes to table

Hey team, we've noticed that schema changes to a table after creation aren't reflected in the "Columns" tab in the Data Explorer. For example, we added a column called signal_description to a table but its addition isn't reflected in the UI. Is this ...

rahulmadnawat_0-1689893241839.png
  • 4749 Views
  • 3 replies
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Latest Reply
claudius_hini
New Contributor II
  • 2 kudos

@Tharun-Kumar Is this behavior the default behavior in case a schema change happens on a table registered in unity catalog?In that case I would have to run the repair command regularly in order to ensure that the schema displayed is actually the one ...

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rt-slowth
by Contributor
  • 3740 Views
  • 1 replies
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User: anonymous is not authorized to perform: sqs:receivemessage on resource

  from pyspark.sql import functions as F from pyspark.sql import types as T from pyspark.sql import DataFrame, Column from pyspark.sql.types import Row import dlt S3_PATH = 's3://datalake-lab/xxxx/' S3_SCHEMA = 's3://datalake-lab/xxxx/schemas/' @dl...

  • 3740 Views
  • 1 replies
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SimhadriRaju
by New Contributor
  • 64790 Views
  • 7 replies
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How to check file exists in databricks

I Have a while loop there i have to check a file exists or not if exists read the file in a data frame else go to another file

  • 64790 Views
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Latest Reply
Amit_Dass
New Contributor III
  • 0 kudos

How to check if a file exists in DBFS?Let's write a Python function to check if the file exists or not-------------------------------------------------------------def file_exists(path):    try:        dbutils.fs.ls(path)        return True    except ...

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AlexWeh
by Databricks Partner
  • 15131 Views
  • 1 replies
  • 2 kudos

Universal Azure Credential Passthrough

At the moment, Azure Databricks has the feature to use AzureAD login for the workspace and create single user clusters with Azure Data Lake Storage credential passthrough. But this can only be used for Data Lake Storage.Is there already a way, or are...

  • 15131 Views
  • 1 replies
  • 2 kudos
Latest Reply
polivbr
New Contributor II
  • 2 kudos

I have exactly the same issue. I have the need to call a protected API within a notebook but have no access to the current user's access token. I've had to resort to nasty workarounds involving installing and running the Azure CLI from within the not...

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neha_ayodhya
by New Contributor II
  • 6254 Views
  • 1 replies
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pytesseract.pytesseract.TesseractNotFoundError in databricks notebook

I'm trying to extract the text data from image file in Databricks notebook I have installed below libraries using pip command: %pip install pytesseract tesseract pillow --upgradebut it didn't work and threw below error pytesseract.pytesseract.Tessera...

  • 6254 Views
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Latest Reply
shan_chandra
Databricks Employee
  • 0 kudos

Hi @neha_ayodhya  - can you please try the following via an init script to the Databricks cluster sudo apt-get update -y sudo apt-get install -y tesseract-ocr sudo apt-get install -y libtesseract-dev /databricks/python/bin/pip install pytesseract  a...

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