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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

FirozAhmad
by New Contributor II
  • 1376 Views
  • 1 replies
  • 1 kudos

how to convert my Academy to partner Account comapany mail.

I have a account of Databricks Academy account but unable to login same id and password to Partner Academy Account .

  • 1376 Views
  • 1 replies
  • 1 kudos
Latest Reply
jose_gonzalez
Databricks Employee
  • 1 kudos

Adding @Vidula Khanna​ and @Kaniz Fatma​ for visibility

  • 1 kudos
FJ
by Contributor III
  • 2153 Views
  • 1 replies
  • 2 kudos

Instructor-led course for Advanced data engineering course

I enrolled myself through the partner academy for Advanced Data Engineering with Databricks (North America) (Instructor-Led course) Just received this message saying my registration for Advanced Data Engineering with Databricks (North America) has be...

  • 2153 Views
  • 1 replies
  • 2 kudos
Latest Reply
jose_gonzalez
Databricks Employee
  • 2 kudos

Adding @Vidula Khanna​ and @Kaniz Fatma​ for visibility

  • 2 kudos
Hubert-Dudek
by Esteemed Contributor III
  • 2424 Views
  • 1 replies
  • 10 kudos

databricks SQL now supports getting the SQLSTATE code of a query to identify errors. You can use the e.getSqlState() method in a try/catch block to ge...

databricks SQL now supports getting the SQLSTATE code of a query to identify errors. You can use the e.getSqlState() method in a try/catch block to get the five-character code that indicates the success or failure of an SQL command. I am still thinki...

Untitled
  • 2424 Views
  • 1 replies
  • 10 kudos
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jose_gonzalez
Databricks Employee
  • 10 kudos

Thank you for sharing @Hubert Dudek​ 

  • 10 kudos
databicky
by Contributor II
  • 7364 Views
  • 1 replies
  • 0 kudos

how to create borders in excel by python

how to create borders in excel by python like the following format.​in the ex column if i entered the value as data means it should be center between those rows.​​​

  • 7364 Views
  • 1 replies
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Latest Reply
Anonymous
Not applicable
  • 0 kudos

@Mohammed sadamusean​ :You can use the openpyxl library in Python to create borders in Excel. Here is an example code snippet that creates a border around a range of cells and centers the text in a specific column:import openpyxl from openpyxl.styles...

  • 0 kudos
429957
by New Contributor
  • 1376 Views
  • 1 replies
  • 0 kudos

DeltaColumnMappingUnsupportedException' when performing 'Full refresh all' on DLT pipeline

Trigger:Perform 'Full refresh all' on a DLT pipeline (new or existing). The existing DLT table already existed beforehand.Issue:Getting the error 'DeltaColumnMappingUnsupportedException' during "Setting up tables" stage.```com.databricks.sql.transact...

  • 1376 Views
  • 1 replies
  • 0 kudos
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Anonymous
Not applicable
  • 0 kudos

@Raeger Tay​ :The error message indicates that a schema change has been detected while changing the column mapping mode. It seems like you are trying to change the column mapping mode from the default (position) to the "name" mode, which maps columns...

  • 0 kudos
KVNARK
by Honored Contributor II
  • 3158 Views
  • 1 replies
  • 5 kudos

accessing power bi dataset using MDX query using windows is working but the same not working using python Linux server.

trying to access the SSAS POIWER BI dataset using MDX query from python LInux server. We are hitting roadblock. The existing setup works as expected in windows system due to adodb.dll but unable to connect in Linux. Any help would be much appreciated...

  • 3158 Views
  • 1 replies
  • 5 kudos
Latest Reply
Anonymous
Not applicable
  • 5 kudos

@KVNARK .​ :One potential solution would be to use an open-source MDX library for Python that can connect to SSAS, such as OLAP-XMLA for Python. This library can be used to execute MDX queries against a SSAS server, including Power BI datasets.Here's...

  • 5 kudos
Indra
by New Contributor
  • 2295 Views
  • 1 replies
  • 0 kudos

Performance issue with Simba ODBC Driver to perform simple insert command to Deltalake

Hi,Our team is using Simba ODBC to perform data loading to Deltalake, and For a table with 3 columns it took around 55 seconds to insert 15 records. How to improve transactional loading into Deltalake? is there any option from the Simba ODBC driver t...

  • 2295 Views
  • 1 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

@Indra Limena​ :There are several ways to improve transactional loading into Delta Lake:Use Delta Lake's native Delta JDBC/ODBC connector instead of a third-party ODBC driver like Simba. The native connector is optimized for Delta Lake and supports b...

  • 0 kudos
Istuti
by Contributor
  • 3725 Views
  • 1 replies
  • 2 kudos
  • 3725 Views
  • 1 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

@Istuti Gupta​ :There are several algorithms you can use to mask a column in Databricks in a way that is compatible with SQL Server. One commonly used algorithm is called pseudonymization or tokenization.Here's an example of how you can implement pse...

  • 2 kudos
Databrickguy
by New Contributor II
  • 1700 Views
  • 1 replies
  • 0 kudos

How to use Java MaskFormatter in sparksql?

I create a function based on Java MaskFormatter function in Databricks/Scala.But when I call it from sparksql, I received error messageError in SQL statement: AnalysisException: Undefined function: formatAccount. This function is neither a built-in/t...

  • 1700 Views
  • 1 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

@Tim zhang​ :The issue is that the formatAccount function is defined as a Scala function, but SparkSQL is looking for a SQL function. You need to register the Scala function as a SQL function so that it can be called from SparkSQL. You can register t...

  • 0 kudos
chanansh
by Contributor
  • 1718 Views
  • 1 replies
  • 0 kudos

stream from azure credentials

I am trying to read stream from azure:(spark.readStream .format("cloudFiles") .option('cloudFiles.clientId', CLIENT_ID) .option('cloudFiles.clientSecret', CLIENT_SECRET) .option('cloudFiles.tenantId', TENTANT_ID) .option("header", "true") .opti...

  • 1718 Views
  • 1 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

@Hanan Shteingart​ :It looks like you're using the Azure Blob Storage connector for Spark to read data from Azure. The error message suggests that the credentials you provided are not being used by the connector.To specify the credentials, you can se...

  • 0 kudos
fhmessas
by New Contributor II
  • 4107 Views
  • 1 replies
  • 0 kudos

Resolved! Autoloader stream with EventBridge message

Hi All,I have a few streaming jobs running but we have been facing an issue related to messaging. We have multiple feeds within the same root rolder i.e. logs/{accountId}/CloudWatch|CloudTrail|vpcflow/yyyy-mm-dd/logs. Hence, the SQS allows to setup o...

  • 4107 Views
  • 1 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

@Fernando Messas​ :Yes, you can configure Autoloader to consume messages from an SQS queue using EventBridge. Here are the steps you can follow:Create an EventBridge rule to filter messages from the SQS queue based on a specific criteria (such as the...

  • 0 kudos
bchaubey
by Contributor II
  • 4846 Views
  • 1 replies
  • 0 kudos

unable to connect with Azure Storage with Scala

Hi Team, I am unable to connect Storage account with scala in Databricks, getting bellow error.AbfsRestOperationException: Status code: -1 error code: null error message: Cannot resolve hostname: ptazsg5gfcivcrstrlrs.dfs.core.windows.netCaused by: Un...

  • 4846 Views
  • 1 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

@Bhagwan Chaubey​ :The error message suggests that the hostname for your Azure Storage account could not be resolved. This could happen if there is a network issue, or if the hostname is incorrect.Here are some steps you can try to resolve the issue:...

  • 0 kudos
Data_Sam
by New Contributor II
  • 1308 Views
  • 1 replies
  • 1 kudos

Streaming data apply change error not function with incoming files

Hi all,When I design a streaming data pipeline with incoming moving files and used apply chnge function on silver table comparing change between bronze and silver for removing duplicates based on key columns, do you know why I got ignore change to tr...

  • 1308 Views
  • 1 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

@Raymond Huang​ :The error message "ignore changes to true" typically occurs when you are trying to apply changes to a table using Delta Lake's change data capture (CDC) feature, but you have set the option ignoreChanges to true. This option tells De...

  • 1 kudos
NakedSnake
by New Contributor III
  • 1537 Views
  • 1 replies
  • 0 kudos

Connect to resource in another AWS account using transit gateway, not working

I`m trying to reach a service hosted in another AWS account through transit gateway. Databricks environment was created using Terraform, from the template available in the official documentation.Placing a VM in Databricks` private subnets makes us ab...

  • 1537 Views
  • 1 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

@Thomaz Moreira​ :It sounds like there might be an issue with the network configuration of your Databricks cluster. Here are a few things you can check:Make sure that your Databricks cluster is in the same VPC as your service in the other AWS account...

  • 0 kudos
anonturtle
by New Contributor
  • 2227 Views
  • 1 replies
  • 0 kudos

How does automl classify which feature is numeric or categorical?

When running automl on its UI, it classifies a feature "local_convenience_store" as both a numeric and categorical column. This affects the result as for numeric columns a scaler is used while in a categorical column it is one hot encoded. For contex...

  • 2227 Views
  • 1 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

@hr then​ :The approach taken by AutoML to classify features as numeric or categorical depends on the specific AutoML framework or library being used, as different implementations may use different methods or heuristics to make this determination.In ...

  • 0 kudos

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