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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

tomph
by New Contributor II
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Resolved! Databricks Asset Bundles - Manage existing jobs

Hello,we are starting to experiment with Databricks Asset Bundles, especially to keep jobs aligned between workspaces. Is there a way to start managing existing jobs, to avoid erasing previous runs history?Thank you,Tommaso

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tomph
New Contributor II
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Great news, thanks!

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matt_stanford
by New Contributor III
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Resolved! Type 2 SCD when using Auto Loader

Hi there! I'm pretty new to using Auto Loader, so this may be a really obvious fix, but it's stumped me for a few weeks, so I'm hoping someone can help! I have a small csv file saved in ADLS with a list of pizzas for an imaginary pizza restaurant. I'...

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matt_stanford
New Contributor III
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So, I figured out what the issue was. I needed to delete checkpoint folder. After I did this and re-ran the notebook, everything worked fine! 

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AlexPedurand
by New Contributor
  • 2612 Views
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SOAP API - Connection

HelloWe have a workflow in our team to perform usual monthly tasks to be ran on the first working day of the month.Each of the ~20 users will run a clone of this workflow most likely all around the same time but with different options. Because we don...

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feiyun0112
Honored Contributor
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maybe you can set a lock before call SOAP APIpython - Using a Lock with redis-py - Stack Overflow

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data1233
by New Contributor
  • 2733 Views
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create an array sorted by a field

How do i create an array from a field while applying sorting?how do I do this in data brick since databricks does not support order by in array_agg?  same is possible in Snowflake and(Array agg) or Redshift(listagg). SELECT ARRAY_AGG(O_ORDERKEY) WITH...

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feiyun0112
Honored Contributor
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%sql SELECT array_sort(array_agg(col) ,(left, right) -> CASE WHEN left < right THEN -1 WHEN left > right THEN 1 ELSE 0 END) arr_col FROM VALUES (3), (2), (1) AS tab(col); https://docs.databricks.com/en/sql/language-manual/functions/array_sort.h...

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jerryrard
by New Contributor
  • 2879 Views
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Python Databricks how to run all cells in another notebook except the last cell

I have a Python Databricks notebook which I want to call/run another Databricks notebook using dbutils.notebook.run()... but I want to run all the cells in the "called" notebook except the last one.Is there a way to do a count of cells in the called ...

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feiyun0112
Honored Contributor
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 In the alternative way, you can use dbutils.notebook.run to pass the parameters, and use dbutils.widgets.get in another notebook to get the parameter values,and determine the parameter values to decide whether to execute codes in the specified cellh...

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Kai
by New Contributor II
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Resolved! Differences Between "TEMPORARY STREAMING TABLE" and "TEMPORARY STREAMING LIVE VIEW" in DLT

Hello Databricks community,I'm seeking clarification on the distinctions between the following two syntaxes:CREATE OR REFRESH TEMPORARY STREAMING TABLECREATE TEMPORARY STREAMING LIVE VIEWAs of my understanding, both of these methods do not store data...

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gabsylvain
Databricks Employee
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Hi @Kai, The two syntaxes you're asking about, CREATE OR REFRESH TEMPORARY STREAMING TABLE and CREATE TEMPORARY STREAMING LIVE VIEW, are used in Delta Live Tables and have distinct purposes. CREATE OR REFRESH TEMPORARY STREAMING TABLE: This syntax i...

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leaw
by Databricks Partner
  • 9628 Views
  • 7 replies
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Resolved! How to load xml files with spark-xml ?

Hello,I cannot load xml files.First, I tried to install Maven library com.databricks:spark-xml_2.12:0.14.0 as it is told in documentation, but I could not find it. I only have HyukjinKwon:spark-xml:0.1.1-s_2.10, with this one I have this error: DRIVE...

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Frustrated_DE
New Contributor III
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Mismatch on Scala version, my bad! Sorted

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rsamant07
by New Contributor III
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DBT JOBS FAILING

HI ,we have dbt workflow jobs and its been failing randomly from last few days  with below error.  is there any known issue for this , any help on the root cause will be helpful.Encountered an error: Runtime Error Database Error __init__() got an une...

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rsamant07
New Contributor III
  • 1 kudos

setting dbt-databricks==1.7.3 solved this issue but now we randomly get the below error . it gets fixed after restrating the cluster sometimes. but is there any permanent solution for this ? from dbt.events import types_pb2 File "/databricks/python3/...

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Andyt
by New Contributor
  • 2268 Views
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Restore sql editor

any Options restore sql editors query after workspace was accidentally deleted and restored 

  • 2268 Views
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arpit
Databricks Employee
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@Andyt If the workspace is accidentally deleted, there is not way to retrieve content from SQL editor.

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WhistlePodu
by New Contributor
  • 3568 Views
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How to get Workflow status and error description programmatically ?

Hi,I want to take some basic info by running workflow and populate a table with those data. I want to add logic programmatically in a notebook and will run it by attaching it in a task of workflow.Information required to be populated in table:Job idJ...

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arpit
Databricks Employee
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@WhistlePodu You can review the jobs API for getting the other fields like jobs status etc

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Sangram
by New Contributor III
  • 1687 Views
  • 1 replies
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data engineer course materials are throwing error

Your course material for data engineering associate program is throwing error.Please correct the below error: -This is from section 2.2 "ETL with Spark".

Sangram_0-1705846100252.png
Data Engineering
data engineering
pyspark
spark
  • 1687 Views
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arpit
Databricks Employee
  • 1 kudos

@Sangram Can you please confirm if that DBFS exists in the specified location?  

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Fnazar
by New Contributor II
  • 1731 Views
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Streaming delta table - Performance with incremental refresh

Hi Team,We are hitting performance issues with Streaming live delta table specifically when evaluating large tables of more than 10million rows. What are the workarounds to handle these streaming live tables in an attempt to load these large tables. ...

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Priyanka_Biswas
Databricks Employee
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Hi @Fnazar  When dealing with streaming data, you might end up with many small files, which can be inefficient. Use Delta Lake's OPTIMIZE command to compact files into larger ones and ZORDER to colocate related information in the same set of files. T...

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TCorr15
by Databricks Partner
  • 7915 Views
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Databricks Connect V2 - OPENSSL_internal: CERTIFICATE_VERIFY_FAILED

I am getting an error when using Databricks V2 in when running anything relating to databricks-sql-connector/databricks.sql.connect(). Would anyone know how to resolve this issue?Sample Error Message Additional DetailsPython Version 3.11.4Sample Code...

TCorr15_0-1706177740099.png
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arpit
Databricks Employee
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Can you directly use Databricks connect and validate if it works from CLI?Also, confirm the databrics-connect version please 

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nitinsingh1
by Databricks Partner
  • 5692 Views
  • 5 replies
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Databricks Runtime compatibility error with latest version while reading from (ADLS) Dynamic 365 .

We are trying to establish ingestion from dynamic 365 >> ADLS >> Databricks, While reading information we need to use databricks runtime 6.4 to read the raw data from ADLS into Databricks. Latest databricks runtime couldn’t be used, Need your help to...

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BobBubble2000
New Contributor II
  • 2 kudos

Hi @nitinsingh1 Thank you for bringing up this topic, I'm also currently looking into how to ingest exported Dynamics 365 FO data (csv files with CDM) from ADLS into Databricks. Could you share how you achieved this? I'd be very curious to see your a...

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Manjusha
by New Contributor II
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Failed to create notebook on community edition

Hi,I am unable to create new notebook on databricks community edition.  getting error 'failed to create notebook' when I click on  create-> notebookIs anyone else facing the same issue? if so, any tips on how to resolve it?

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jose_gonzalez
Databricks Employee
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Thank you for the update. Please select the best response as a solution, so other community members will be able to get unblock if they have this issue

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