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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

kaileena
by New Contributor
  • 2873 Views
  • 2 replies
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Error in library(RMySQL): there is no package called ‘RMySQL’

i tried to install RMySQL on databricks like this:install.packages("RMySQL")i got this error:Installing package into ‘/local_disk0/.ephemeral_nfs/envs/rEnv-c677bc4c-e6a3-40df-a5ab-bfd5d277e0c0’ (as ‘lib’ is unspecified) Warning: unable to access inde...

  • 2873 Views
  • 2 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @miru miro​ Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answers you...

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JLCDA
by New Contributor
  • 2921 Views
  • 2 replies
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databricks-connect 9.1 : StreamCorruptedException: An error occurred while calling z:org.apache.spark.api.python.PythonRDD.collectAndServe

Hello, I'm using databricks-connect 9.1 and I started having issues since last week in all functions that have a "collect()". Everything was working before : myList = df1.select("id").rdd.flatMap(lambda x: x).collect()here the error : py4j.protocol.P...

  • 2921 Views
  • 2 replies
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Anonymous
Not applicable
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Hi @Julien Larcher​ Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answer...

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hfrid
by New Contributor II
  • 8055 Views
  • 1 replies
  • 2 kudos

JDBC connector seems to be a bottleneck when trying to insert dataframe to Azure SQL Server

Hi! I am inserting a pyspark dataframe to Azure sql server and it takes a very long time. The database is a s4 but my dataframe that is 17 million rows and 30 columns takes up to 50 minutes to insert.Is there a way to significantly speed this up? I a...

  • 8055 Views
  • 1 replies
  • 2 kudos
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Anonymous
Not applicable
  • 2 kudos

@Hjalmar Friden​ :There are several ways to improve the performance of inserting data into Azure SQL Server using JDBC connector:Increase the batch size: By default, the JDBC connector sends data in batches of 1000 rows at a time. You can increase th...

  • 2 kudos
Anonymous
by Not applicable
  • 7743 Views
  • 1 replies
  • 1 kudos

Testing framework using Databricks Notebook and Pytest.

Hi Friends,I am designing a Testing framework using Databricks and pytest. Currently stuck with report generation, that is generating blank with only default parameters only .for ex :-testsuites><testsuite name="pytest" errors="0" failures="0" skippe...

  • 7743 Views
  • 1 replies
  • 1 kudos
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Anonymous
Not applicable
  • 1 kudos

@Vijaya Palreddy​ :There are several testing frameworks available for data testing that you can consider using with Databricks and Pytest:Great Expectations: Great Expectations is an open-source framework that provides a simple way to create and main...

  • 1 kudos
gary7135
by New Contributor II
  • 2835 Views
  • 1 replies
  • 0 kudos

Unable to use GridsearchCV from spark-sklearn due to 'fit_params' error

When using GridsearchCV from spark-sklearn, I got GridSearchCV giving " __init__() got an unexpected keyword argument 'fit_params' errorI am using sklearn 1.2.2 and spark-sklearn 0.3.0I think this is because spark-sklearn GridsearchCV still has the f...

  • 2835 Views
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Anonymous
Not applicable
  • 0 kudos

@Gary Mu​ :Yes, you are correct. The error message you are seeing is likely due to the fact that the fit_params parameter was deprecated in GridSearchCV in sklearn 1.2.2. One possible solution is to use a different version of scikit-learn that is co...

  • 0 kudos
709986
by New Contributor
  • 1113 Views
  • 1 replies
  • 0 kudos

Not able to connect with Salesforce, We need to read data from Salesforce

Not able to connect with Salesforce, We need to read data from Salesforce, we are getting NoClassDefFoundError: scala/Product$classCode:%scalaval sfDF = spark.        read.        format("com.springml.spark.salesforce").        option("username", "sf...

  • 1113 Views
  • 1 replies
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Anonymous
Not applicable
  • 0 kudos

@Amar.Kasar​ :The error you are getting, NoClassDefFoundError: scala/Product$class, suggests that the Scala classpath is not set up correctly. You can try the following steps to troubleshoot the issue:Check if the library com.springml:spark-salesforc...

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cmilligan
by Contributor II
  • 9313 Views
  • 1 replies
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Pull query that inserts into table

I'm trying to pull some data down for table history and am needing to view the query that inserted into a table. My team owns the process so I'm able to view the current query by just viewing it but I'm also wanting to capture changes over time witho...

  • 9313 Views
  • 1 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

@Coleman Milligan​ :Yes, in Databricks, you can use the built-in Delta Lake feature to track the history of changes made to a table, including the queries that inserted data into it.Here's an example of how to retrieve the queries that inserted data ...

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Arty
by New Contributor II
  • 7974 Views
  • 5 replies
  • 6 kudos

Resolved! How to make Autoloader delete files after a successful load

Hi AllCan you please advise how I can arrange loaded file deletion from Azure Storage upon its successful load via Autoloader? As I understood, Spark streaming "cleanSource" option is unavailable for Autoloader, so I'm trying to find the best way to ...

  • 7974 Views
  • 5 replies
  • 6 kudos
Latest Reply
Anonymous
Not applicable
  • 6 kudos

Hi @Artem Sachuk​ Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answers ...

  • 6 kudos
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Julie1
by New Contributor II
  • 8374 Views
  • 2 replies
  • 1 kudos

Resolved! Query data not showing in custom alert notifications and QUERY_RESULT_ROWS

I've set up a custom alert notification for one of my Databricks SQL queries, and it triggers correctly, but I'm not able to get the actual results of the query to appear in the notification email. I've followed the example/template in the custom ale...

  • 8374 Views
  • 2 replies
  • 1 kudos
Latest Reply
-werners-
Esteemed Contributor III
  • 1 kudos

The actual query results are not displayed in the alert unfortunately. You can pass the alert condition etc, but not the raw results of the underlying query.I hope this will be added in the future.A workaround is to add a link to the query, so the r...

  • 1 kudos
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Mado
by Valued Contributor II
  • 4928 Views
  • 4 replies
  • 3 kudos

Resolved! Streaming Delta Live Table, if I re-run the pipeline, does it append the new data to the current table?

Hi,I have a question about DLT table. Assume that I have a streaming DLT pipeline which reads data from a Bronze table and apply transformation on data. Pipeline mode is triggered. If I re-run the pipeline, does it append new data to the current tabl...

  • 4928 Views
  • 4 replies
  • 3 kudos
Latest Reply
Anonymous
Not applicable
  • 3 kudos

@Mohammad Saber​ :In a Databricks Delta Lake (DLT) pipeline, when you re-run the pipeline in "append" mode, new data will be appended to the existing table. Delta Lake provides built-in support for handling duplicates through its "upsert" functionali...

  • 3 kudos
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JJ_
by New Contributor II
  • 2688 Views
  • 3 replies
  • 0 kudos

ODBC Connection to Another Compute Within the Same Workspace

Hello all!I couldn't find anything definitive related to this issue so I hope I'm not duplicating another topic :). I have imported an R repository that normally runs on another machine and uses ODBC driver to issue sparkSQL commands to a compute (le...

  • 2688 Views
  • 3 replies
  • 0 kudos
Latest Reply
JJ_
New Contributor II
  • 0 kudos

Thanks @Suteja Kanuri​ for your response! I tried all of the steps you mentioned (and many more) but never managed to make it work. My suspicion was that our azure networking setup was preventing this from happening. I have not found this documented ...

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a2_ish
by New Contributor II
  • 3142 Views
  • 1 replies
  • 0 kudos

Where are delta lake files stored by given path?

I have below code which works for the path below but fails for path = azure storage account path. i have enough access to write and update the storage account. I would like to know what wrong am I doing and the path below which works , how can i phys...

  • 3142 Views
  • 1 replies
  • 0 kudos
Latest Reply
Anonymous
Not applicable
  • 0 kudos

@Ankit Kumar​ :The error message you received indicates that the user does not have sufficient permission to access the Azure Blob Storage account. You mentioned that you have enough access to write and update the storage account, but it's possible t...

  • 0 kudos
vicusbass
by New Contributor II
  • 20106 Views
  • 3 replies
  • 1 kudos

How to extract values from JSON array field?

Hi,While creating an SQL notebook, I am struggling with extracting some values from a JSON array field. I need to create a view where a field would be an array with values extracted from a field like the one below, specifically I need the `value` fi...

  • 20106 Views
  • 3 replies
  • 1 kudos
Latest Reply
vicusbass
New Contributor II
  • 1 kudos

Maybe I didn't explain it correctly. The JSON snippet from the description is a cell from a row from a table.

  • 1 kudos
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labromb
by Contributor
  • 3569 Views
  • 2 replies
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Getting Databricks SQL dashboard to recognise change to an underlying query

Hi CommunityScenario:I have created a query in Databricks SQL, built a number of visualisations from it and published them to a dashboard. I then realise that I need to add another field to the underlying query that I want to then leverage as a dashb...

  • 3569 Views
  • 2 replies
  • 0 kudos
Latest Reply
youssefmrini
Databricks Employee
  • 0 kudos

Can you take a screenshot ?

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Tim_T
by New Contributor
  • 1262 Views
  • 0 replies
  • 0 kudos

Are training/ecommerce data tables available as CSVs?

The course "Apache Sparkâ„¢ Programming with Databricks" requires data sources such as training/ecommerce/events/events.parquet. Are these available as CSV files? My company's databricks configuration does not allow me to mount to such repositories, bu...

  • 1262 Views
  • 0 replies
  • 0 kudos

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