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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

Mado
by Valued Contributor II
  • 6211 Views
  • 4 replies
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Medallion architecture, how to update Gold tables?

Assume that I have a data source that is ingested to a few bronze tables, and transformed to a silver table. Ans next, a gold table is created by aggregating the silver table. If new records arrive in the data source, bronze and silver tables are upd...

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  • 4 replies
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Mado
Valued Contributor II
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Hi @Vidula Khanna​ The answer didn't fit my question. In the case of using Merge, I found a good article here:https://medium.com/@avnishjain22/simplify-optimise-and-improve-your-data-pipelines-with-incremental-etl-on-the-lakehouse-61b279afadea

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hv
by New Contributor
  • 6968 Views
  • 1 replies
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Error-"'Column' object is not callable".

I am trying to lowercase one of the columns(A_description) of a dataframe(df) and getting the error-"'Column' object is not callable".Code: def new_desc():  for line in df:    line = df['A_description'].map(str.lower)  return line new_desc()Have used...

  • 6968 Views
  • 1 replies
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Chaitanya_Raju
Honored Contributor
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Hi @Himadri Verma​ Hope this below suggestion will help you in pyspark.Please let me know if you are looking for something elseHappy Learning!!

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CM1
by New Contributor
  • 6948 Views
  • 1 replies
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Can you migrate me from Customer Academy to Partner Academy

HelloI registered using my work email on the Customer Academy, but I should be on Partner Academy.Can you migrate my account as you have done on other posts, iehttps://community.databricks.com/s/question/0D53f00001fcieKCAQ/cannot-sign-in-at-databrick...

  • 6948 Views
  • 1 replies
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Chaitanya_Raju
Honored Contributor
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Hi @Chris M​ For any issue with Academy learnings/certifications, you can raise a ticket in the below link, sharing it with you for your future reference as well.https://help.databricks.com/s/contact-us?ReqType=trainingHappy Learning!!

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RafaelGomez61
by Databricks Partner
  • 5212 Views
  • 2 replies
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Can't access delta tables under SQL Warehouse cluster. Getting Error while using path .../_delta_log/000000000.checkpoint

In our Databricks workspace, we have several delta tables available in the hive_metastore catalog. we are able to access and query the data via Data Science & Engineering persona clusters with no issues. The cluster have the credential passthrough en...

  • 5212 Views
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Anonymous
Not applicable
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Hi @Rafael Gomez​ Hope everything is going great.Just wanted to check in if you were able to resolve your issue. If yes, would you be happy to mark an answer as best so that other members can find the solution more quickly? If not, please tell us so ...

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jerry-xu-sa
by New Contributor II
  • 7354 Views
  • 2 replies
  • 1 kudos

Order of a dataframe is not perserved after calling cache() and limit()

Here are the simple steps to reproduce it. Note that col "foo" and "bar" are just redundant cols to make sure the dataframe doesn't fit into a single partition. // generate a random df val rand = new scala.util.Random val df = (1 to 3000).map(i => (r...

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Anonymous
Not applicable
  • 1 kudos

Hi @Jerry Xu​ Thank you for your question! To assist you better, please take a moment to review the answer and let me know if it best fits your needs.Please help us select the best solution by clicking on "Select As Best" if it does.Your feedback wil...

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wschoi
by New Contributor III
  • 6485 Views
  • 4 replies
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Resolved! How can I cluster-install a c-Python library (pyRFC)?

If possible, how can one go about installing a Python library with SDK dependencies like pyRFC? (https://github.com/SAP/PyRFC)The SDK dependencies depend on the type of OS, and since we're running Databricks out of AWS, I assume one would have to mat...

  • 6485 Views
  • 4 replies
  • 1 kudos
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Anonymous
Not applicable
  • 1 kudos

Hi @Wonseok Choi​ Thank you for your question! To assist you better, please take a moment to review the answer and let me know if it best fits your needs.Please help us select the best solution by clicking on "Select As Best" if it does.Your feedback...

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ramz
by New Contributor II
  • 5867 Views
  • 4 replies
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High driver memory usage on loading parquet file

Hi, I am using pyspark and i am reading a bunch of parquet files and doing the count on each of them. Driver memory shoots up about 6G to 8G. My setup:I have a cluster of 1 driver node and 2 worker node (all of them 16 core 128 GB RAM). This is th...

  • 5867 Views
  • 4 replies
  • 1 kudos
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Anonymous
Not applicable
  • 1 kudos

Hi @ramz siva​ Thank you for your question! To assist you better, please take a moment to review the answer and let me know if it best fits your needs.Please help us select the best solution by clicking on "Select As Best" if it does.Your feedback wi...

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pepe
by New Contributor II
  • 10660 Views
  • 2 replies
  • 1 kudos

Why can't I install python libraries when i update cluster runtime from 10.1 to 12.1?

This same question was asked here 9 months ago without any answer:https://community.databricks.com/s/question/0D58Y000096VjKrSAK/managedlibraryinstallfailed-when-changing-databricks-runtime-version-from-91-to-110I was using runtime 9.1, and then upgr...

  • 10660 Views
  • 2 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @JOSE RODRIGUEZ​ Hope everything is going great.Just wanted to check in if you were able to resolve your issue. If yes, would you be happy to mark an answer as best so that other members can find the solution more quickly? If not, please tell us s...

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Ondrej_Lostak
by Databricks Partner
  • 2462 Views
  • 2 replies
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Visulization only from sample of data

When I display dataframe and add visualization, I can see a preview from only a sample of data, and when I confirm it, it is counted from all of the data. Until now, everything is fine. However, when I change the dataframe, the visualization is incon...

  • 2462 Views
  • 2 replies
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Latest Reply
Anonymous
Not applicable
  • 0 kudos

Hi @Ondrej Lostak​ Hope everything is going great.Just wanted to check in if you were able to resolve your issue. If yes, would you be happy to mark an answer as best so that other members can find the solution more quickly? If not, please tell us so...

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thushar
by Databricks Partner
  • 6096 Views
  • 4 replies
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Delta file partitions

Have one function to create files with partitions, in that the partitions are created based on metadata (getPartitionColumns) that we are keeping. In a table we have two columns that are mentioned as partition columns, say 'Team' and 'Speciality'. Wh...

  • 6096 Views
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Anonymous
Not applicable
  • 0 kudos

Hi @Thushar R​ Hope everything is going great.Just wanted to check in if you were able to resolve your issue. If yes, would you be happy to mark an answer as best so that other members can find the solution more quickly? If not, please tell us so we ...

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sedat
by New Contributor II
  • 8278 Views
  • 2 replies
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Rust support (?) in databricks

Hi, for kafka streams and integration, I have seen some presentations and documents Rust is a good alternative to Spark. Is there a native support for RUST in databricks or what is best method to connect to kafka resources within Databricks.thanks fo...

  • 8278 Views
  • 2 replies
  • 0 kudos
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Anonymous
Not applicable
  • 0 kudos

Hi @Sedat EKSI​ Hope everything is going great.Just wanted to check in if you were able to resolve your issue. If yes, would you be happy to mark an answer as best so that other members can find the solution more quickly? If not, please tell us so we...

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Anjum
by New Contributor II
  • 8226 Views
  • 6 replies
  • 1 kudos

PGP encryption and decryption using gnupg

Hi,We are using python-gnupg==0.4.8 package for encryption and decryption and this was working as expected when we are using Databricks runtime : 9.1 LTS but when we upgarded our runtime to 12.1, it stopped working with error "gnupghome should be a d...

  • 8226 Views
  • 6 replies
  • 1 kudos
Latest Reply
Anonymous
Not applicable
  • 1 kudos

Hi @Anjum Aara​ Hope everything is going great.Just wanted to check in if you were able to resolve your issue. If yes, would you be happy to mark an answer as best so that other members can find the solution more quickly? If not, please tell us so we...

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Prasann_gupta
by New Contributor
  • 14700 Views
  • 3 replies
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SQL CONTAINS Function is not working on Databricks

I am trying to use sql CONTAINS function in my sql query but it is throwing the below error :AnalysisException: Undefined function: 'CONTAINS'. This function is neither a registered temporary function nor a permanent function registered in the databa...

  • 14700 Views
  • 3 replies
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Anonymous
Not applicable
  • 0 kudos

Hi @Prasann Gupta​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from you.Than...

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Abhradwip
by New Contributor II
  • 5735 Views
  • 3 replies
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How to create Delta Live table from Json files using Custom schema? I am getting the below error for the attached code # Error org.apache.spark.sql.AnalysisException: Table has a user-specified schema that is incompatible with the schema

#### Code# CodeImport DataTypefrom pyspark.sql.types import StructType, StructField, TimestampType, IntegerType, StringType, FloatType, BooleanType, LongType# Define Custom Schemacall_schema = StructType(  [    StructField("RecordType", StringType(),...

  • 5735 Views
  • 3 replies
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Anonymous
Not applicable
  • 0 kudos

Hi @Abhradwip Mukherjee​ Hope all is well! Just wanted to check in if you were able to resolve your issue and would you be happy to share the solution or mark an answer as best? Else please let us know if you need more help. We'd love to hear from yo...

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Siebert_Looije
by Contributor
  • 3333 Views
  • 2 replies
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How to fix 'An error occurred while rendering this editor' in github databricks?

How to fix the error 'An error occurred while rendering this editor.' in the github UI from databricks?Kind regards,Siebert Looije

image
  • 3333 Views
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Anonymous
Not applicable
  • 0 kudos

Hi @Siebert Looije​ Thank you for your question! To assist you better, please take a moment to review the answer and let me know if it best fits your needs.Please help us select the best solution by clicking on "Select As Best" if it does.Your feedba...

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