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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

mikvaar
by • Databricks Partner
  • 3358 Views
  • 4 replies
  • 1 kudos

Resolved! DLT Pipelines with DABs - Support for tags field?

Hi all,I'm working with DABs and trying to define tags for DLT pipelines in the bundle YAML config. However, adding a `tags:` block under the pipeline results in the following warning: Warning: unknown field: tags This suggests that tags might not be...

  • 3358 Views
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Latest Reply
nikhilj0421
Databricks Employee
  • 1 kudos

Hi @mikvaar, Yes, tags are not supported yet in DABs, but it is in the roadmap. The ETA for this is around first or second week of June. 

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DRock
by • New Contributor II
  • 7837 Views
  • 7 replies
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Resolved! ODBC data source to connect to a Databricks catalog.database via MS Access Not Working

When using an ODBC data source to connect to a Databricks catalog database via Microsoft Access, the tables are not listing/appearing in the MS Access database for selection.However, when using the same ODBC data source to connect to Microsoft Excel,...

  • 7837 Views
  • 7 replies
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Latest Reply
Senefelder
New Contributor II
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Why do «Databricks employee» keep answering with the same AI generated reply, when that obviously not is the solution? Has anyone been able to come up with a solution which actually works?

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noorbasha534
by • Valued Contributor II
  • 1403 Views
  • 2 replies
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Databricks job calling DBT - persist job name

Hello all,Is it possible to persist Databricks job name into the Brooklyn audit tables data model when when a Databricks job calls DBT model?Currently, my colleagues persist audit information into fact & dimensional tables of the Brooklyn data model....

  • 1403 Views
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Yogesh_Verma_
Contributor II
  • 0 kudos

Yes, it’s possible to include the Databricks job name in your Brooklyn audit tables, but it won’t happen automatically. Right now, only the job run ID is being logged, so you’d need to extend your audit logic a bit. One common approach is to pass the...

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yit
by • Databricks Partner
  • 2293 Views
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Resolved! Autoloader: Trigger batch vs micro-batch (as in .forEachBatch)

Hey everyone,I’m trying to clarify a confusion in AutoLoader regarding trigger batches and micro-batches when using .forEachBatch.Here’s what I understand so far:Trigger batch – Controlled by cloudFiles.maxFilesPerTrigger and cloudFiles.maxBytesPerTr...

Data Engineering
autoloader
batch
micro-batch
spark
  • 2293 Views
  • 3 replies
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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 2 kudos

Hi @yit ,1. They are not quite the same. Trigger batch defines how many new files Auto Loader lists for ingestion per streaming trigger (this is controlled as you correctly pointed out by cloudFiles.maxFilesPerTrigger and cloudFiles.maxBytesPerTrigge...

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xavier_db
by • Databricks Partner
  • 884 Views
  • 1 replies
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Postgress Lakeflow connect

I want to get data from postgress using lakeflow connect for every 10 mins, how to set-up lakeflow connect, can you give step-by-step process, for creating lakeflow connect pipeline?

  • 884 Views
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szymon_dybczak
Esteemed Contributor III
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Hi @xavier_db ,Postgres lakeflow connector is currently in private preview according to below thread:Solved: Lakeflow Connect - Postgres connector - Databricks Community - 127633But the thing is I cannot see it in Workspace Preview and Account Previe...

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ck7007
by • Contributor II
  • 1426 Views
  • 3 replies
  • 3 kudos

Advanced Technique

Reduced Monthly Databricks Bill from $47K to $12.7KThe Problem: We were scanning 2.3TB for queries needing only 8GB of data.Three Quick Wins1. Multi-dimensional Partitioning (30% savings)# Beforedf.write.partitionBy("date").parquet(path)# After-parti...

  • 1426 Views
  • 3 replies
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Latest Reply
BS_THE_ANALYST
Databricks Partner
  • 3 kudos

@ck7007 no worries. I asked a question on the other thread: https://community.databricks.com/t5/data-engineering/cost/td-p/130078 , I'm not sure if you're classing this thread as the duplicate or the other one so I'll repost.I didn't see you mention ...

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Pratikmsbsvm
by • Contributor
  • 1500 Views
  • 2 replies
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Resolved! Read Files from Adobe and Push to Delta table ADLS Gen2

The Upstream is sending 2 files of different schema. The Storage Account has Private Endpoints. there is no public access.no public IP (NPIP) = yes.How to design using only Databricks :-1. Databricks API to read data file from Adobe and Push it to AD...

Pratikmsbsvm_0-1756741451588.png
  • 1500 Views
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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 2 kudos

Hi @Pratikmsbsvm ,Okay, since you’re going to use Databricks compute for data extraction and you wrote that your workspace is deployed with the secure connectivity cluster (NPIP) option enabled, you first need to make sure that you have a stable egre...

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brian999
by • Contributor
  • 5956 Views
  • 5 replies
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Resolved! Managing libraries in workflows with multiple tasks - need to configure a list of libs for all tasks

I have workflows with multiple tasks, each of which need 5 different libraries to run. When I have to update those libraries, I have to go in and make the update in each and every task. So for one workflow I have 20 different places where I have to g...

  • 5956 Views
  • 5 replies
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Latest Reply
brian999
Contributor
  • 2 kudos

Actually I think I found most of a solution here in one of the replies: https://community.databricks.com/t5/administration-architecture/installing-libraries-on-job-clusters/m-p/37365/highlight/true#M245It seems like I only have to define libs for the...

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guilhermecs001
by • New Contributor II
  • 989 Views
  • 1 replies
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How to work with 300 billions rows and 5 columns?

Hi guys!I'm having a problem at work where I need to process a customer data dataset with 300 billion rows and 5 columns. The transformations I need to perform are "simple," like joins to assign characteristics to customers. And at the end of the pro...

  • 989 Views
  • 1 replies
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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 2 kudos

Hi @guilhermecs001 ,Wow, that's massive amount of rows. Can you somehow preprocess first this huge CSV file? For example, read CSV, partition by some columns that makes sense (maybe country from which customer is coming from) and save that data as de...

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Sainath368
by • Contributor
  • 932 Views
  • 1 replies
  • 2 kudos

Is Photon Acceleration Helpful for All Maintenance Tasks (OPTIMIZE, VACUUM, ANALYZE_COMPUTE_STATS)?

Hi everyone,We’re currently reviewing the performance impact of enabling Photon acceleration on our Databricks jobs, particularly those involving table maintenance tasks. Our job includes three main operations: OPTIMIZE, VACUUM, and ANALYZE_COMPUTE_S...

  • 932 Views
  • 1 replies
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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 2 kudos

Hi @Sainath368 ,I wouldn't use photon for this kind of task. You should use it primarly for ETL transformations where it shines.VACUUM and OPTIMIZE are more of maintenance tasks and using photon would be pricey overkill here.According to documentatio...

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merca
by • Valued Contributor II
  • 17627 Views
  • 13 replies
  • 7 kudos

Value array {{QUERY_RESULT_ROWS}} in Databricks SQL alerts custom template

Please include in documentation an example how to incorporate the `QUERY_RESULT_ROWS` variable in the custom template.

  • 17627 Views
  • 13 replies
  • 7 kudos
Latest Reply
CJK053000
New Contributor III
  • 7 kudos

Databricks confirmed this was an issue on their end and it should be resolved now. It is working for me.

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Phani1
by • Databricks MVP
  • 1632 Views
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Resolved! cosmosdb metadata integration with unity catalog

Hi Team,How can we integrate Cosmos DB Meta data with Unity Catalog, can you please provide some insights on this?Regards,Phani

  • 1632 Views
  • 2 replies
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Latest Reply
Khaja_Zaffer
Esteemed Contributor
  • 1 kudos

Hello @Phani1 Good day:I have found a whole document on your requirementshttps://community.databricks.com/t5/technical-blog/optimising-data-integration-and-serving-patterns-with-cosmos-db/ba-p/91977 It has a project with it as well. 

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Datalight
by • Contributor
  • 1060 Views
  • 1 replies
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Resolved! How to build Data Pipeline to consume data from Adobe Campaign to Azure Databricks

May Techie please help me design the pipeline with Databricks.I don't have any control over Adobe.How to set up a data pipeline that moves csv files from Adobe to ADLS Gen2 via a cron job, using Databricks.where this cron job will execute ? how ADLS ...

  • 1060 Views
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Khaja_Zaffer
Esteemed Contributor
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Hello @Datalight Good day!Can I please know what do you mean by "you dont have any control over adobe"? I found similar case study over here: https://learn.microsoft.com/en-us/answers/questions/5533633/data-pipeline-to-push-files-from-external-system...

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SangNguyen
by • New Contributor III
  • 2900 Views
  • 8 replies
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Resolved! Cannot deploy DAB with the Job branch using a feature branch in Workspace UI

Hi, I tried to deploy DAB on Workspace UI with a feature branch (sf-trans-seq) targeted to Dev. After deploying successfully, the Job branch is, however, using the master branch (see the screenshot below).Is there any option to force the Job branch t...

Issue - DAB Deployment on Workspace UI.png SangNguyen_0-1756138153447.png
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Latest Reply
-werners-
Esteemed Contributor III
  • 5 kudos

I agree.Can you mark your (or someone else´s) answer as solved?  Because I think you won´t be the only one with this issue/feature.

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xavier_db
by • Databricks Partner
  • 1726 Views
  • 1 replies
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Resolved! Mongodb connection in GCP Databricks

I am trying to connect with Mongodb from databricks which is UC enabled, and both the mongodb and databricks are in same VPC, I am using the below code, df = ( spark.read.format("mongodb") .option( "connection.uri", f'''mongodb://{username}:{password...

  • 1726 Views
  • 1 replies
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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 1 kudos

Hi @xavier_db ,Standard access mode has more limitations compared to dedicate access mode. For example, look at the limitations list of standard access mode:Standard compute requirements and limitations | Databricks on AWSNow, compare it to dedicated...

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