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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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_deepak_
by • New Contributor II
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Databricks regression test suite

Hi, I am new to Databricks and setting up the non-prod environment. I am wanted to know, IS there any way by which I can run a regression suite so that existing setup should not break in case of any feature addition and also how can I make available ...

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grkseo7
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Regression testing after code changes can be automated easily. Once you’ve created test cases with Pytest or Great Expectations, you can set up a CI/CD pipeline using tools like Jenkins or GitHub Actions. For a non-prod setup, Docker is great for rep...

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santhosh1
by • New Contributor II
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Can we share exam voucher to another databricks account

Hi, I received free voucher for lakehouse webinar, My friend also got free voucher, by any chance can i use my friend voucher to shedule another exam for me.

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SUMI1
New Contributor III
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Hi guysUnfortunately, it is not possible to share an exam voucher with another Databricks account. Exam vouchers are typically tied to specific accounts or individuals and cannot be transferred or shared. Free Fire

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Yash_542965
by • New Contributor II
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Resolved! Access Excel file in delta live pipeline

I'm having an issue accessing the excel through dlt pipeline. the file is in ADLS I'm using pandas to read the Excel. It seems pandas are not able to understand abfss protocol is there any way to read Excel with pandas in dlt pipeline?I'm getting thi...

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Yash_542965
New Contributor II
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Thanks for the info. It works just need to install an additional library using "%pip install openpyxl".

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Inna_M
by • New Contributor III
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Resolved! Is there any maintenance (patches , upgrade for VMs created by DataBricks on Azure) from DataBricks

We are using Databricks on Azure. Infra team noticed we have some VMs created in the past for DataBricks clusters on version Linux (ubuntu 18.04). Is there maintenance previewed for that, upgrade? Are there any patches for created in Azure objects by...

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Inna_M
New Contributor III
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Finally while I was posting this question, AzureDataBricks upgraded VMs to the supported version 20, not the latest , 22. It was a week after old version was no longer supported by Microsoft

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CoopCoop
by • New Contributor III
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Resolved! PDF Attachment on an Alert

Currently my Alert is an HTML table using data pointing to an SQL query.I was wondering if it is possible to attach the resulting table from this SQL query as a PDF to the alert email.If anyone has successfully implemented this, please let me know! T...

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Atanu
Databricks Employee
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Ok understood the concern, so basically the issue is with PDF rendering as much I understood. Let me know if I am wrong. Let me see if there is any improvement by our engineering team on this front.

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Louis_Databrick
by • New Contributor II
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Registering a dataframe coming from a CDC data stream removes the CDC columns from the resulting temporary view, even when explicitly adding a copy of the column to the dataframe.

df_source_records.filter(F.col("_change_type").isin("delete", "insert", "update_postimage")) .withColumn("ROW_NUMBER", F.row_number().over(window)) .filter("ROW_NUMBE...

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Louis_Databrick
New Contributor II
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Seems to work now actually. No idea what changed, as I tried multiple times exactly in this way and it did.not.work.from pyspark.sql.functions import expr from pyspark.sql.utils import AnalysisException import pyspark.sql.functions as f     data = [(...

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StuartKindness_
by • New Contributor II
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How to replace the SSO certifcate on our workspace?

We have Azure AD SSO setup on our workspace but the three year certificate is due to expire on Monday. I have logged onto the Admin Console & Single Sign-on tab. All the options are greyed out and there is no update or edit buttons as can be seen in ...

Databricks_sso_replacep
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StuartKindness_
New Contributor II
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@Debayan​  our version is branch-3.96-1682169174-f2e2f130 if this helps any?

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harraz
by • New Contributor III
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Run result unavailable: run failed with error message Notebook not found:

I'm trying to create a workflow job that fetches the notebook from a remote git repository (Bitbucket cloud)I tried everything in the Path field and nothing is working. Note that the bitbucket repo is connected to databricks already and no issues che...

Screen Shot 2023-05-31 at 6.45.47 PM
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Debayan
Databricks Employee
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Hi @harraz (Customer)​ , Could you please confirm if files in repos has been enabled? https://docs.databricks.com/files/workspace.html#configure-support-for-files-in-repos.You can use the command %sh pwd in a notebook inside a repo to check if Files ...

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harraz
by • New Contributor III
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how to setup the path to a remote notebook in bitbucket to run as a jobI tried everything in the path and nothing is workingI keep getting this error:...

how to setup the path to a remote notebook in bitbucket to run as a jobI tried everything in the path and nothing is workingI keep getting this error:Run result unavailable: run failed with error message Notebook not found:Note that I already connec...

Screen Shot 2023-05-31 at 6.45.47 PM
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Debayan
Databricks Employee
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Hi @mohamed harraz​ , Could you please confirm if files in repos has been enabled? https://docs.databricks.com/files/workspace.html#configure-support-for-files-in-repos.You can use the command  %sh pwd in a notebook inside a repo to check if Files in...

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cmilligan
by • Contributor II
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Return notebook path from job that is run remotely from the repo

I'm wanting to set up some email alerts for issues in the data as a part of a job run. I am wanting to point the user to the notebook that the issue occurred in. I think this would be simple enough but another layer is that the job is going to be run...

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Debayan
Databricks Employee
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Hi, Could you please clarify what do you mean by return the file from the remote repo?Please tag @Debayan​ with your next response which will notify me, Thank you!

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Pri
by • New Contributor
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Hi, Cat! I’m applying for a position at Databricks and was hoping to get some current Brickster insights. I’ve been wanting to join the company for a ...

Hi, Cat! I’m applying for a position at Databricks and was hoping to get some current Brickster insights. I’ve been wanting to join the company for a while!! Thanks in advance

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AdamRink
by • New Contributor III
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Using Repos CLI to create a repo but getting Parent Directory /Repos/develop/ does not exist.

I would like to create the directory develop under Repos as part of the script, then link it to github and update it? How can I do this?

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User16539034020
Databricks Employee
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Hi, Adam:Repos CLI does not have specific functionality to create directories in Databricks Repos. Please check the following doc for more information: https://docs.databricks.com/dev-tools/cli/repos-cli.htmlYou cold use  run databricks workspace mkd...

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trang_le
by • Contributor
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Announcing a new portfolio of Generative AI learning offerings on Databricks Academy Today, we launched new Generative AI, including LLMs, learning of...

Announcing a new portfolio of Generative AI learning offerings on Databricks AcademyToday, we launched new Generative AI, including LLMs, learning offerings for everyone from technical and business leaders to data practitioners, such as Data Scientis...

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ankris
by • New Contributor III
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Could you please guide us on connecting ServiceNow data in databricks

Would like to extract data like ticket info, resolve time, etc., from ServiceNow in databricks.Not finding much information in community and appreciate your guidance on the same.

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crannow
New Contributor II
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ServiceNow offers API capabilities. You can consume the ServiceNow API within a Databricks notebook to extract data from ServiceNow. Following is a suggested prompt to use with ChatGPT for example python code to connect to ServiceNow's api. PROMPT: ...

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