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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

Lenoq
by Visitor
  • 30 Views
  • 1 replies
  • 0 kudos

Are there SQL linters for Databricks GUI queries and notebook %sql cells?

 I'm looking for SQL linters in two different contexts within Databricks GUI:SQL queries in Databricks SQL Editor (GUI) - Is there a built-in linter for writing SQL queries in the Databricks SQL workspace?%sql magic cells in Databricks notebooks (GUI...

  • 30 Views
  • 1 replies
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Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 0 kudos

in databricks notebook is possible to connect own linters but I don't think it will work in SQL editor.

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flashmav1
by Visitor
  • 20 Views
  • 1 replies
  • 0 kudos

[NUMERIC_VALUE_OUT_OF_RANGE.WITHOUT_SUGGESTION] The -12874815911431.6200000000 rounded half up from

I am using dataricks version 15.4 and getting below error whicle reading from jdbc and writing to aws S3 location: [NUMERIC_VALUE_OUT_OF_RANGE.WITHOUT_SUGGESTION] The -12874815911431.6200000000 rounded half up from -12874815911431.6200000000 cannot b...

  • 20 Views
  • 1 replies
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Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 0 kudos

I think it is related to number before conversion to Decimal. Please check what type is it?

  • 0 kudos
thatsawinner
by New Contributor
  • 35 Views
  • 0 replies
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Notebook Session Has Crashed

I am getting a pop-up error message in the right hand corner of my Databricks session, "Your notebook session has crashed."  This is a notebook I've been working in for a while.The only line of code I am running is pip listThe error at the bottom of ...

  • 35 Views
  • 0 replies
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dpc
by New Contributor III
  • 24 Views
  • 0 replies
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Pass parameters between jobs

Hello I have jobIn that job, it runs a task (GetGid) that executes a notebook and obtains some value using dbutils.jobs.taskValuesSete.g. dbutils.jobs.taskValuesSet(key = "gid", value = gid)As a result, I can use this and pass it to another task for ...

  • 24 Views
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Prasanna_N
by New Contributor
  • 3011 Views
  • 2 replies
  • 1 kudos

Inference table Monitoring

i have data from march1 to march 14 in the final inference table and i have given 1 week granularity. after that profile and drift table is generated and i see the window start time as like this objectstart: "2025-02-24T00:00:00.000Z"end: "2025-03-03...

  • 3011 Views
  • 2 replies
  • 1 kudos
Latest Reply
AbhayPSingh
Databricks Employee
  • 1 kudos

More or less repeating what Mark said and adding some additional thoughts. Why the Window Starts from February 24 The reason you're seeing a window starting from February 24 (even though your data starts March 1) is because monitoring systems align t...

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Ronis
by New Contributor
  • 8900 Views
  • 6 replies
  • 1 kudos

SSRS Connect to Databricks

Hi ,I need to connect databricks query from microsoft SSRS.is it possible ? How do you make the connection?

  • 8900 Views
  • 6 replies
  • 1 kudos
Latest Reply
-werners-
Esteemed Contributor III
  • 1 kudos

SSRS has limited auth methods.  It also is EOL so my answer is: No.This is not a limitation of Databricks but SSRS.You could define the connection as a linked server on sql server, that might open some extra (MS native) options.PS. it is best not to ...

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ManojkMohan
by Honored Contributor
  • 56 Views
  • 1 replies
  • 0 kudos

Exposing Databricks API in Salesforce

Use Case:I want to expose a data bricks API URL in Salesforce, Salesforce will hit that exposed end point every time a record is created and data will be transferred from Salesforce to DatabricksWhen i try creating a serving end pointI am unable to s...

ManojkMohan_0-1761252978733.png
  • 56 Views
  • 1 replies
  • 0 kudos
Latest Reply
mark_ott
Databricks Employee
  • 0 kudos

When integrating Salesforce with Databricks to push data upon record creation, using a serving endpoint is not the most common or optimal approach. Although Databricks Feature Serving endpoints can be used for model or feature APIs, they are primaril...

  • 0 kudos
gudurusreddy99
by New Contributor
  • 81 Views
  • 2 replies
  • 1 kudos

Databricks DLT Joins: Streaming table join with Delta table is reading 2 Billion records per batch

Databricks DLT Joins: Streaming table join with Delta table is reading 2 Billion records from Delta Table for each and every Micro batch.How to overcome this issue to not to read 2 Billion records for every micro batch.Your suggestions and feedback w...

  • 81 Views
  • 2 replies
  • 1 kudos
Latest Reply
ManojkMohan
Honored Contributor
  • 1 kudos

@gudurusreddy99  Any update here , did you try the above solutions ?

  • 1 kudos
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dndeng
by New Contributor II
  • 158 Views
  • 3 replies
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Query to calculate cost of task from each job by day

I am trying to find the cost per Task in each Job every time it was executed (daily) but currently getting very huge numbers due to duplicates, can someone help me ?   WITH workspace AS ( SELECT account_id, workspace_id, workspace_name,...

  • 158 Views
  • 3 replies
  • 0 kudos
Latest Reply
dndeng
New Contributor II
  • 0 kudos

still costs exploded it seems there is no way to get cost per task only per job.

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2 More Replies
JuliandaCruz
by New Contributor
  • 132 Views
  • 4 replies
  • 0 kudos

Access to Databricks Volumes via Databricks Connect not working anymore

Hi all, I use the extension to debug my python code regularly and since yesterday accessing files in the Databricks Volume isn't working anymore. The situation in the UI of Databricks is as follows:When I execute a glob statement to list all zip-file...

  • 132 Views
  • 4 replies
  • 0 kudos
Latest Reply
mmayorga
Databricks Employee
  • 0 kudos

  hi @JuliandaCruz  Thank you for reaching out! I was able to reproduce your case while using Databricks Connect. The "Upload and Run file" option worked fine and returned results, which is essentially the same as running from the Databricks UI. Thou...

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AgusBudianto
by Contributor
  • 356 Views
  • 5 replies
  • 2 kudos

Resolved! Why am I getting NameError name _all_timezones_unchecked' is not defined

I defined the following local time function get datetime: def get_sysdate():    jkt_tz = pytz.timezone('Asia/Jakarta')     sysdate = datetime.now(jkt_tz).strftime('%Y-%m-%d %H:%M:%S')    return sysdatespark.udf.register("get_sysdate", get_sysdate)But...

  • 356 Views
  • 5 replies
  • 2 kudos
Latest Reply
AgusBudianto
Contributor
  • 2 kudos

Hi @Khaja_Zaffer I have connected with MS Support and explained: pytz is no thread safe package, I believe it will have some issue when executor init it parallelly. Second, this is a 3rd party lib, and suggest using the built-in library from ZoneInfo...

  • 2 kudos
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AniruddhaGI
by New Contributor II
  • 2048 Views
  • 2 replies
  • 1 kudos

Workspace allows dbf path to install in Databricks 16.4 LTS

Feature: Library installation using requirements.txt on DB Runtime 16.4 LTSAffected Areas: Workspace isolation, Library ManagementSteps to Reproduce:Upload a wheel file to dbfPut the requirements.txt file in the Workspace and put dbfs path in require...

Data Engineering
library
Security
Workspace
  • 2048 Views
  • 2 replies
  • 1 kudos
Latest Reply
AniruddhaGI
New Contributor II
  • 1 kudos

I would like to know if the workspace isolation is a priority, and only Databricks 14.3 and lower allow installation via DBFS.Why should the requirements.txt allow you to install libraries or packages via dbfs path?Could someone please explain why th...

  • 1 kudos
1 More Replies
turagittech
by Contributor
  • 2388 Views
  • 2 replies
  • 0 kudos

Batch reading from sql server tables with cdc on ssql server tables

Hi all,I need to do a batch load from sql server into Databricks. I have CC enabled on some tables. The simple appears to be union CDC and regular table to get a single set of records to load, but this appears to be fraught with risk of out of sequen...

  • 2388 Views
  • 2 replies
  • 0 kudos
Latest Reply
Krishna_S
Databricks Employee
  • 0 kudos

Yes, you can use TVFs on Databricks. Please check the following link: https://docs.databricks.com/aws/en/sql/language-manual/sql-ref-syntax-qry-select-tvf#gsc.tab=0Can you please elaborate on how you are loading the SQL Server Data into Databricks? H...

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