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Welcome to the Databricks Community

Discover the latest insights, collaborate with peers, get help from experts and make meaningful connections

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Unity Catalog Lakeguard: Industry-first and only data governance for multi-user Apache™ Spark cluste

Run Scala, Python and SQL workloads on shared, cost-efficient multi-user compute. We are thrilled to announce Unity Catalog Lakeguard, which allows you to run Apache Spark™ workloads in SQL, Python, and Scala with full data governance on the Databric...

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14 hours ago
Announcing the General Availability of Databricks Asset Bundles

Get started with Databricks Asset Bundles (DABs) today! Simplify project management, versioning, testing, and deployment for your data and AI projects on the Databricks Platform. Embrace software engineering best practices with DABs—source control, c...

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yesterday
Register now and save 50% on training at Data + AI Summit!

For a limited time, we're offering 50% off training and certification at Data + AI Summit with the following code: TRAIN50FOTY. This offer expires on May 3, 2024. Register today and add training. Read more here!

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Tuesday
How to successfully build GenAI applications

The Big Book of Generative AI brings together best practices and know-how for building production-quality GenAI applications. You’ll find technical content and code samples that will help you do everything from deploying your first application to bui...

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Monday

Community Activity

angel_ba
by New Contributor II
  • 34 Views
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unity catalog system.access.audit lag

Hello,We have unity catalog enabled workspace. To get the completion time of a pipeline that runs multiple times a day, I am  checking system.access.audit table. Comparing the completion time of the pipeline compared to other pipeline time I am creat...

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Latest Reply
daniel_sahal
Esteemed Contributor
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@angel_ba System tables are still in public preview thus there are some limitations, one of them is a blocker for your use case.Currently no support for real-time monitoring. Data is updated throughout the day. If you don’t see a log for a recent eve...

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Hubert-Dudek
by Esteemed Contributor III
  • 49 Views
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How much USD are you spending on Databricks?

Join two system tables and get exactly how much USD you are spending.The short version of the query: SELECT u.usage_date, u.sku_name, SUM(u.usage_quantity * p.pricing.default) AS total_spent, p.currency_code FROM system.billing....

system_pig.png
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RozaZaharieva
by New Contributor
  • 388 Views
  • 2 replies
  • 1 kudos

Get Azure Databricks Account ID

Hi everyone,Is it possible with Terraform or Azure CLI or any other not manual method to get the value for Azure Databricks Account ID and not to use manual method as is described here - https://learn.microsoft.com/en-us/azure/databricks/administrati...

Administration & Architecture
azuredatabricks
iac
Terraform
  • 388 Views
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Latest Reply
Kaniz
Community Manager
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Hi @RozaZaharieva, To retrieve the Azure Databricks Account ID without manual intervention, you can use the following methods:   Azure CLI: You can use the Azure CLI to query the account details. Run the following command to get the account ID: a...

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John_Rotenstein
by New Contributor II
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Retrieve job-level parameters in Python

Parameters can be passed to Tasks and the values can be retrieved with:dbutils.widgets.get("parameter_name")More recently, we have been given the ability to add parameters to Jobs.However, the parameters cannot be retrieved like Task parameters.Quest...

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Latest Reply
cbern
Visitor
  • 2 kudos

@Kaniz This method works for Task parameters. Is there a way to access Job parameters that apply to the entire workflow, set under a heading like this in the UI:I am able to read Job parameters in a different way from Task parameters using  dynamic v...

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sasi2
by New Contributor II
  • 171 Views
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Connecting to MuleSoft from Databricks

Hi, Is there any connectivity pipeline established already to access MuleSoft or AnyPoint exchange data using Databricks. I have seen many options to access databricks data in mulesoft but can we read the data from Mulesoft into databricks. Please gi...

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Sujitha
by Community Manager
  • 2836 Views
  • 4 replies
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Resolved! Submit your feedback and win a $25 gift card!

The first 25 people to submit a completed survey response will receive a $25 gift card as an expression of our gratitude. Treat yourself on Databricks! Your feedback is crucial to us and directly influences how we innovate and improve our customer ex...

Screenshot 2024-04-03 at 11.27.02 AM.png
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Latest Reply
janelleglover
New Contributor II
  • 5 kudos

Hi everyone!  Thank you all so much for the amazing response to this post! We are so grateful to hear your feedback.  This post is now closed, but stay tuned for similar opportunities in the future.  Thanks again! 

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3 More Replies
m997al
by Contributor
  • 406 Views
  • 6 replies
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Azure Databricks with standard private link cluster event log error: "Metastore down"...

We have Azure Databricks with standard private link (back-end and front-end private link).We are able to successfully attach a Databricks workspace to the Databricks metastore (ADLS Gen2 storage).However, when trying to create tables in a catalog in ...

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Latest Reply
CharlesWoo
New Contributor
  • 3 kudos

can confirm that the approach will solve your error. Ran into a similar issue a while back.

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5 More Replies
amit_jbs
by New Contributor II
  • 137 Views
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In databricks deployment .py files getting converted to notebooks

A critical issue has arisen that is impacting our deployment planning for our client. We have encountered a challenge with our Azure CI/CD pipeline integration, specifically concerning the deployment of Python files (.py). Despite our best efforts, w...

  • 137 Views
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Latest Reply
Dazza
Visitor
  • 1 kudos

Experiencing a similar issue that we are looking to resolve except the files are .sql. We have a process that has 1 orchestration notebook , calling multiple .sql files. These .sql files are being converted to regular databricks notebooks when deploy...

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KrzysztofPrzyso
by New Contributor II
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exposing RAW files using read_files based views, partition discovery and skipping, performance issue

Hi,As a formal requirement in my project I need to keep original, raw (mainly CSVs and XMLs) files on the lake. Later on they are being ingested into Delta format backed medallion stages, bronze, silver, gold etc.From the audit, operations and discov...

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aockenden
by New Contributor III
  • 144 Views
  • 4 replies
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Secrets ACL API Behavior Change

Hey all,Has the behavior of the Secrets ACL API changed over the last 24 hours? With no code changes on our scope-deployment pipeline, I am suddenly getting strange errors back from this endpoint.Anybody else noticing a change?Thanks,Alex

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Latest Reply
aockenden
New Contributor III
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Idk, I control the resource group myself and I don't remember ever granting or revoking contributor roles on that RG for any of these users which are now suddenly throwing errors. Interesting to see that line from the docs... I wonder if that was alw...

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3 More Replies
Sujitha
by Community Manager
  • 67 Views
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Unity Catalog Lakeguard: Industry-first and only data governance for multi-user Apache™ Spark cluste

Run Scala, Python and SQL workloads on shared, cost-efficient multi-user compute. We are thrilled to announce Unity Catalog Lakeguard, which allows you to run Apache Spark™ workloads in SQL, Python, and Scala with full data governance on the Databric...

Screenshot 2024-04-25 at 8.28.10 PM.png
  • 67 Views
  • 0 replies
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jenshumrich
by New Contributor III
  • 215 Views
  • 2 replies
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Filter not using partition

I have the following code:spark.sparkContext.setCheckpointDir("dbfs:/mnt/lifestrategy-blob/checkpoints") result_df.repartitionByRange(200, "IdStation") result_df_checked = result_df.checkpoint(eager=True) unique_stations = result_df.select("IdStation...

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Latest Reply
jenshumrich
New Contributor III
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Thanks a lot for your response. It seems the Filter is not pushed down, no? station_df.explain() == Physical Plan == *(1) Filter (isnotnull(IdStation#2678) AND (IdStation#2678 = 1119844)) +- *(1) Scan ExistingRDD[Date#2718,WindSpeed#2675,Tower_Accele...

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koushiknpvs
by New Contributor II
  • 51 Views
  • 0 replies
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Databricks Certification Exam Suspended. Kindly help to reschedule

Hi, My exam got suspended in the middle of answering. My name is Koushik Nandiraju. My Email id is koushiknandiraju@gmail.com  Can you guys help me out please? Here is the request id - #00466317

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israelst
by New Contributor II
  • 287 Views
  • 2 replies
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DLT can't authenticate with kinesis using instance profile

When running my notebook using personal compute with instance profile I am indeed able to readStream from kinesis. But adding it as a DLT with UC, while specifying the same instance-profile in the DLT pipeline setting - causes a "MissingAuthenticatio...

Data Engineering
Delta Live Tables
Unity Catalog
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Latest Reply
Mathias_Peters
New Contributor II
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Hi, were you able to solve this problem? If so, what was the solution?

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1 More Replies
jdm
by Visitor
  • 227 Views
  • 1 replies
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Can't setup dbt with streaming tables

Hey community,i'm struggling integrate Delta Live Tables and dbt with one another.Basically i'm trying to complete this tutorial. https://www.databricks.com/blog/delivering-cost-effective-data-real-time-dbt-and-databricksSome further information:Crea...

  • 227 Views
  • 1 replies
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Latest Reply
jdm
Visitor
  • 0 kudos

i forgot to add this further discription, sorryi added the linked github repo to my databricks workspace, successfully ran the helper notebook and created a job which runs a dbt task based on the dbt project contained in the GitHub.This task complete...

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Latest from our Blog

Mastering the Spark UI

Almost anyone who uses Spark or Databricks is aware of the Spark UI, and we all know that it’s a super powerful tool in the right hands. It can reveal what’s going wrong and any inefficiencies in you...

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