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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

Meghala
by Valued Contributor II
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  • 2 kudos
  • 2214 Views
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Aviral-Bhardwaj
Esteemed Contributor III
  • 2 kudos

Hi @S Meghala​ ,Please go through this Github link you will get good amount of data here ,this way you can learn morehttps://github.com/AlexIoannides/pyspark-example-projectPlease select my answer as best answer if your query is fulfilled ThanksAvira...

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hello_world
by New Contributor III
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What happens if I have both DLTs and normal tables in a single notebook?

I've just learned Delta Live Tables on Databricks Academy and have no environment to try it out.I'm wondering what happens to the pipeline if the notebook consists of both normal tables and DLTs. For exampleTable ADLT A that reads and cleans Table AT...

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Rishabh-Pandey
Databricks MVP
  • 3 kudos

hey ,@S L​  According to you , you have normal table table A and DLT table Table B , so it will give thrown an error that your upstream table is not streaming Live table and you need to create streaming live table Table a , if you want to use the ou...

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THIAM_HUATTAN
by Valued Contributor
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Subquery does not work in Databricks Community version?

I am testing some SQL code based on the book SQL Cookbook Second Edition, available from https://downloads.yugabyte.com/marketing-assets/O-Reilly-SQL-Cookbook-2nd-Edition-Final.pdfBased on Page 43, I am OK with the left join, as shown here:However, w...

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Aviral-Bhardwaj
Esteemed Contributor III
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it must have some github link check there or you cans hare your code and data we can help you

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MC006
by New Contributor III
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Resolved! java.lang.NoSuchMethodError after upgrade to Databricks Runtime 11.3 LTS

Hi,  I am using Databricks and want to upgrade to Databricks runtime version 11.3 LTS which uses Spark 3.3 now. Current system enviroment:Operating System: Ubuntu 20.04.4 LTSJava: Zulu 8.56.0.21-CA-linux64Python: 3.8.10Delta Lake: 1.1.0Target system ...

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Meghala
Valued Contributor II
  • 2 kudos

Hi everyone this data was helped me thanks ​

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uzadude
by New Contributor III
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Adding to PYTHONPATH in interactive Notebooks

I'm trying to set PYTHONPATH env variable in the cluster configuration: `PYTHONPATH=/dbfs/user/blah`. But in the driver and executor envs it is probably getting overridden and i don't see it.`%sh echo $PYTHONPATH` outputs:`PYTHONPATH=/databricks/spar...

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uzadude
New Contributor III
  • 3 kudos

Update:At last found a (hacky) solution!in the driver I can dynamically set the sys.path in the workers with:`spark._sc._python_includes.append("/dbfs/user/blah/")`combine that with, in the driver:```%load_ext autoreload%autoreload 2```and setting: `...

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rocky5
by New Contributor III
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DLT UDF and c#

Hello, can I create spark function in .net and use it in DLT table? I would like to encrypt some data, in documentation scala code is being used as an example, but would it be possible to write decryption/encryption function using C# and use it withi...

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Meghala
Valued Contributor II
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It's not possible. SQL Server 2008 contains SQL CLR runtime that runs .NET languages.

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Aravind_P04
by New Contributor II
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Clarification on merging multiple notebooks and other

1. Do we have any feature like merge the cells from one or more notebooks into other notebook.2. Do we have any feature like multiple cells from excel is copied it into multiple cells in a notebook . Generally all excel data is copied it into one cel...

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youssefmrini
Databricks Employee
  • 4 kudos

1) We can't merge cells right now2)We don't have this feature as well3) We don't have multiple editing right now4)You will know only if you face an error. A Notification will pop up5)You can"t keep running the execution because the cells can be linke...

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Aviral-Bhardwaj
by Esteemed Contributor III
  • 4125 Views
  • 6 replies
  • 30 kudos

DLT PipeLine Understanding

Hey, guys, I hope you are doing very well today I was going through some databricks documentation and I found dlt documentation but when I am trying to implement it, it is not working very well can anyone can share with me whole code step by step and...

  • 4125 Views
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Meghala
Valued Contributor II
  • 30 kudos

even Im also going through some databricks documentation

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hello_world
by New Contributor III
  • 5273 Views
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What exact difference does Auto Loader make?

New to Databricks and here is one thing that confuses me.Since Spark Streaming is already capable of incremental loading by checkpointing. What difference does it make by enabling Auto Loader?

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Meghala
Valued Contributor II
  • 2 kudos

Auto Loader provides a Structured Streaming source called cloudFiles. Given an input directory path on the cloud file storage, the cloudFiles source automatically processes new files as they arrive, with the option of also processing existing files i...

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KuldeepChitraka
by New Contributor III
  • 11864 Views
  • 4 replies
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Error handling/exception handling in NOtebook

What is a common practice to to write notebook which includes error handling/exception handling.Is there any example which depicts how notebook should be written to include error handling etc.

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Meghala
Valued Contributor II
  • 6 kudos

runtime looks for handlers (try-catch) that are registered to handle such exceptions

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Aviral-Bhardwaj
by Esteemed Contributor III
  • 14854 Views
  • 3 replies
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Understanding Joins in PySpark/Databricks In PySpark, a `join` operation combines rows from two or more datasets based on a common key. It allows you ...

Understanding Joins in PySpark/DatabricksIn PySpark, a `join` operation combines rows from two or more datasets based on a common key. It allows you to merge data from different sources into a single dataset and potentially perform transformations on...

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Meghala
Valued Contributor II
  • 25 kudos

very informative

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SaraGHn
by New Contributor III
  • 1989 Views
  • 1 replies
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Error for sparkdl.xgboost import XgboostRegressor

I get the error :cannot import name 'resnet50' from 'keras.applications' (/local_disk0/.ephemeral_nfs/envs/pythonEnv-a3e7b0cc-064d-4585-abfd-6473ed1c1a5b/lib/python3.8/site-packages/keras/applications/__init__.py) It looks like the Keras.applications...

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Aviral-Bhardwaj
Esteemed Contributor III
  • 4 kudos

try to install these libraries via init script some time this happen due to spark version in databricks , libraries can make conflict with Runtime version

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georgian2133
by New Contributor
  • 2712 Views
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Getting error [DATATYPE_MISMATCH.BINARY_OP_DIFF_TYPES]

[DATATYPE_MISMATCH.BINARY_OP_DIFF_TYPES] Cannot resolve "(DocDate AND orderedhl)" due to data type mismatch: the left and right operands of the binary operator have incompatible types ("STRING" and "DECIMAL(38,6)").; line 67, pos 066. group by 67. or...

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joakon
by New Contributor III
  • 4286 Views
  • 5 replies
  • 1 kudos

Resolved! slow running query

Hi All, I would you to get some ideas on how to improve performance on a data frame with around 10M rows. adls- gen2df1 =source1 , format , parquet ( 10 m)df2 =source2 , format , parquet ( 10 m)df = join df1 and df2 type =inner join df.count() is ...

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Latest Reply
Aviral-Bhardwaj
Esteemed Contributor III
  • 1 kudos

hey @raghu maremanda​ did you get any answer if yes ,please update here, by that other people can also get the solution

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