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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

djhs
by New Contributor III
  • 4054 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...

  • 4054 Views
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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
  • 6186 Views
  • 2 replies
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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...

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Latest Reply
shan_chandra
Databricks Employee
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@DaveLeach - you can try dropping the table and create it again instead of #1. 

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1 More Replies
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
  • 4053 Views
  • 3 replies
  • 2 kudos
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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2 More Replies
rt-slowth
by Contributor
  • 3431 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...

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SimhadriRaju
by New Contributor
  • 63016 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

  • 63016 Views
  • 7 replies
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Latest Reply
Amit_Dass
New Contributor III
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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
  • 14766 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...

  • 14766 Views
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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
  • 4976 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...

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Latest Reply
shan_chandra
Databricks Employee
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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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wwarner
by New Contributor
  • 1661 Views
  • 1 replies
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Delete S3 files after vacuum

Hi,I'm trying to purge a table of stale data. My databricks host is on cloud.databricks.com.I've set delta.deletedFileRetentionDuration=interval 7 days, deleted many (billions) rows, and followed up with VACUUM tablename RETAIN 168 HOURS, however my ...

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Latest Reply
shan_chandra
Databricks Employee
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Hi Bill - Based on the delta delete file retention period, the files will no longer be there after 7 days . Thanks, Shan

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achistef
by New Contributor III
  • 3154 Views
  • 3 replies
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Resolved! Refresh the Spark UI automatically

Hello!I'm using Databricks with Azure. On a daily basis, I check the status of numerous jobs through the Spark UI. At the moment, the Spark UI does not refresh by itself. I have to refresh the webpage to get the latest status. I wonder if there is a ...

  • 3154 Views
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Latest Reply
shan_chandra
Databricks Employee
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@achistef - you are welcome!!!

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therealchainman
by New Contributor II
  • 6396 Views
  • 4 replies
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Resolved! Databricks Auto Loader cloudFiles.backfillInterval

Hello, I have been reading databricks Auto Loader documentation about cloudFiles.backfillInterval configuration, and have a question about a specific detail on how it works still.  I was only able to find examples of it being set to 1 day or 1 week. ...

Data Engineering
Auto Loader
backfillInterval
cloudFiles
  • 6396 Views
  • 4 replies
  • 1 kudos
Latest Reply
saipujari_spark
Databricks Employee
  • 1 kudos

Hey @therealchainman The last backfill (lastBackfillFinishTimeMs) will be recorded as part of the checkpoint -> offset files, this helps the autoloader to know when the last backfill is triggered and to trigger the next periodic backfill.Hope this an...

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Nathant93
by New Contributor III
  • 1700 Views
  • 1 replies
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alter function owner in UC

I have a number of functions in a schema in a catalog in Unity Catalog, is there a coding way to be able to change the owner of the functions created without having to do it manually via the gui?

  • 1700 Views
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Latest Reply
ossinova
Contributor II
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Check this notebook out, I assume you can change it a bit to do what you want. https://docs.databricks.com/en/_extras/notebooks/source/set-owners-notebook.htmlI assume you can loop through the rows in the resulting df (that has the ALTER statements),...

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191522
by New Contributor
  • 1863 Views
  • 1 replies
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Hostname could not be verified

Hi all,We have a job that combines historical tables with live tables to give us up to date information. It works for almost all of the tables in our source postgres database, but there's one table that keeps giving the following error. Any ideas why...

  • 1863 Views
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Latest Reply
jose_gonzalez
Databricks Employee
  • 0 kudos

Could you share the full error stack trace please? Also try to test your connectivity by doing "%sh nc -zv {hostname} {port}"

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janacc
by New Contributor
  • 2791 Views
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Error when running Spark-DL notebooks

I try several Spark Deep Learning inference notebooks on Windows. I run Spark in standalone mode with 1 worker with 12 cores (both driver-memory and executor-memory are set to 8G). I always get the same error when applying the deep learning model to ...

master.png worker.png
Data Engineering
Deep Learning
DL
  • 2791 Views
  • 1 replies
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Latest Reply
jose_gonzalez
Databricks Employee
  • 0 kudos

This is a connectivity issue. Check your connectivity by doing "%sh nc -zv {hostname} {port}" from your notebook

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Gcabrera
by New Contributor
  • 2106 Views
  • 1 replies
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Issue importing library deltalake

Hello,I'm currently seeing a rather cryptic error message whenever I try to import the deltalake library into Databricks (without actually doing anything else).import datalake"ImportError: /local_disk0/.ephemeral_nfs/envs/pythonEnv-cbe496f6-d064-40ae...

Gcabrera_0-1701937296901.png Gcabrera_1-1701937506250.png Gcabrera_2-1701937513959.png
  • 2106 Views
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Latest Reply
jose_gonzalez
Databricks Employee
  • 0 kudos

Are you trying to import this library to a Databricks notebook? are you using open source spark in your local machine?  

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