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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

ak09
by New Contributor
  • 1448 Views
  • 0 replies
  • 0 kudos

Triggering Notebook in Azure Repos via Azure DevOps

I have been using Databricks workspace for all my data science projects in my firm. In my current project, I have built a CI pipeline using databricks-cli & Azure DevOps. Using databricks-cli I can trigger the Notebook which is present in my workspa...

  • 1448 Views
  • 0 replies
  • 0 kudos
tarente
by New Contributor III
  • 5507 Views
  • 3 replies
  • 3 kudos

Partitioned parquet table (folder) with different structure

Hi,We have a parquet table (folder) in Azure Storage Account.The table is partitioned by column PeriodId (represents a day in the format YYYYMMDD) and has data from 20181001 until 20211121 (yesterday).We have a new development that adds a new column ...

  • 5507 Views
  • 3 replies
  • 3 kudos
Latest Reply
Hubert-Dudek
Databricks MVP
  • 3 kudos

I think problem is in overwrite as when you overwrite it overwrites all folders. Solution is to mix append with dynamic overwrite so it will overwrite only folders which have data and doesn't affect old partitions:spark.conf.set("spark.sql.sources.pa...

  • 3 kudos
2 More Replies
Khaled
by New Contributor III
  • 5675 Views
  • 4 replies
  • 2 kudos

Uploading CSV to Databricks community edition

When I upload a csv file of size 1 GB from my PC the in the upload place, it is upload​ing untill the file reach some point and disappear for example it reach 600 MB and disappear from that place

  • 5675 Views
  • 4 replies
  • 2 kudos
Latest Reply
jose_gonzalez
Databricks Employee
  • 2 kudos

Hi @Khaled ALZHARANI​ ,I would also recommend to split up your CSV files into smaller files.

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3 More Replies
tap
by New Contributor III
  • 14111 Views
  • 8 replies
  • 10 kudos

Could Not Connect to ADLS Gen2 Using ABFSS

I'm new to Databricks, not sure what can I do about this issue. I run a simple comment to list all file paths but get SSLHandshakeException.Is there any way to resolve this?  The full error messageExecutionError              Traceback (most recent ca...

2021-12-06_23h04_24
  • 14111 Views
  • 8 replies
  • 10 kudos
Latest Reply
Anonymous
Not applicable
  • 10 kudos

@suet pooi tan​ - Thank you for letting us know.

  • 10 kudos
7 More Replies
pantelis_mare
by Contributor III
  • 9131 Views
  • 6 replies
  • 1 kudos

Delta merge file size control

Hello community!I have a rather weird issue where a delta merge is writing very big files (~1GB) that slow down my pipeline. Here is some context:I have a dataframe containg updates for several dates in the past. Current and last day contain the vast...

  • 9131 Views
  • 6 replies
  • 1 kudos
Latest Reply
pantelis_mare
Contributor III
  • 1 kudos

Hello Jose,I just went with splitting the merge in 2 so I have a merge that touches many partitions but few rows per file and a second that touches ​2-3 partitions but contain the build of the data.

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5 More Replies
-werners-
by Esteemed Contributor III
  • 3823 Views
  • 5 replies
  • 22 kudos

Look what I just saw appearing in my notebook:a data histogram of your dataframe!

Look what I just saw appearing in my notebook:a data histogram of your dataframe!

image
  • 3823 Views
  • 5 replies
  • 22 kudos
Latest Reply
-werners-
Esteemed Contributor III
  • 22 kudos

you heard it first in here!https://databricks.com/blog/2021/12/07/introducing-data-profiles-in-the-databricks-notebook.html

  • 22 kudos
4 More Replies
Nilave
by New Contributor III
  • 6564 Views
  • 2 replies
  • 1 kudos

Resolved! Solution for API hosted on Databricks

I'm using Azure Databricks Python notebooks. We are preparing a front end to display the Databricks tables via API to query the tables. Is there a solution from Databricks to host callable APIs for querying its table and sending it as response to fro...

  • 6564 Views
  • 2 replies
  • 1 kudos
Latest Reply
Nilave
New Contributor III
  • 1 kudos

@Prabakar Ammeappin​  Thanks for the linkAlso was wondering for web page front end will it be more effective to query from SQL Database or from Azure Databricks tables. If from Azure SQL database, is there any efficient way to sync the tables from Az...

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1 More Replies
SailajaB
by Databricks Partner
  • 3163 Views
  • 4 replies
  • 4 kudos

facing format issue while converting one type nested json to other brand new json schema

Hi,We are writing our flatten json dataframe to user defined nested schema json using pysprk in Databricks.But we are not getting the expected formatExpecting : {"ID":"aaa",c_id":[{"con":null,"createdate":"2015-10-09T00:00:00Z","data":null,"id":"1"},...

  • 3163 Views
  • 4 replies
  • 4 kudos
Latest Reply
Hubert-Dudek
Databricks MVP
  • 4 kudos

as @wereners said you need to share the code. If it is dataframe to json probably you need to use StructType - Array to get that list but without code is hard to help.

  • 4 kudos
3 More Replies
JD2
by Contributor
  • 7582 Views
  • 4 replies
  • 4 kudos

Resolved! Databricks Delta Table

Hello:I am new to databricks and need little help on Delta Table creation.I am having great difficulty to understand creating of delta table and they are:-Do I need to create S3 bucket for Delta Table? If YES then do I have to mount on the mountpoint...

  • 7582 Views
  • 4 replies
  • 4 kudos
Latest Reply
mathan_pillai
Databricks Employee
  • 4 kudos

Hi Jay,I would suggest to start with creating managed delta table. please run a simple commandCREATE TABLE events(id long) USING DELTAThis will create a managed delta table called "events"Then perform %sql describe extended eventsThe above command ...

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3 More Replies
Siddhesh2525
by New Contributor III
  • 11677 Views
  • 4 replies
  • 4 kudos

how to set retry attempt and how to set email alert with error message of databricks notebook

how to set retry attempt in the data bricks notebook in term of like if any cmd /cell get fails that times that particular cmd/cell should be rerun for purpose of connection issue etc.

  • 11677 Views
  • 4 replies
  • 4 kudos
Latest Reply
Siddhesh2525
New Contributor III
  • 4 kudos

"you can just implement try/except in cell, handling it by using dbutils.notebook.exit(jobId) and using other dbutils can help,@HubertDudek As i am fresher in the databricks ,Could you please suggest /explain me in detail

  • 4 kudos
3 More Replies
Brose
by New Contributor III
  • 17083 Views
  • 9 replies
  • 2 kudos

Creating a delta table Mismatch Input Error

I am trying to create a delta table for streaming data, but I am getting the following error; Error in SQL statement: ParseException: mismatched input 'CREATE' expecting {<EOF>, ';'}(line 2, pos 0).My statement is as follows;%sqlDROP TABLE IF EXISTS ...

  • 17083 Views
  • 9 replies
  • 2 kudos
Latest Reply
Anonymous
Not applicable
  • 2 kudos

@Ambrose Walker​ - If Jose's answer resolved your issue, would you be happy to mark that post as best? That will help others find the solution more quickly.

  • 2 kudos
8 More Replies
missyT
by New Contributor III
  • 2045 Views
  • 1 replies
  • 0 kudos

ISP Network Question

Some ISP's like Charter have their systems configured in such a way that from a customers router the ARP table for all of the IP's in the subnet show the same MAC address. The IP it hands off through their modem to the CPE router is a /22. When you t...

  • 2045 Views
  • 1 replies
  • 0 kudos
Latest Reply
Prabakar
Databricks Employee
  • 0 kudos

Hi, @Missy Trussell​ I don't see this to be a Databricks related question. I would suggest that you raise this query in StackOverflow or some networking-related forums.

  • 0 kudos
JD2
by Contributor
  • 4671 Views
  • 4 replies
  • 7 kudos

Resolved! Lakehouse with Delta Lake Deep Dive Training

Hello:As per link shown below, I need help to see from where I can get the DBC file for hands-on training.https://www.youtube.com/watch?v=znv4rM9wevc&ab_channel=DatabricksAny help is greatly appreciated.Thanks

  • 4671 Views
  • 4 replies
  • 7 kudos
Latest Reply
Hubert-Dudek
Databricks MVP
  • 7 kudos

Thank you for url just watching it

  • 7 kudos
3 More Replies
Hubert-Dudek
by Databricks MVP
  • 1423 Views
  • 0 replies
  • 19 kudos

docs.databricks.com

Databricks Runtime 10.2 Beta is available from yesterday.More details here: https://docs.databricks.com/release-notes/runtime/10.2.htmlNew features and improvementsUse Files in Repos with Spark StreamingDatabricks Utilities adds an update mount comma...

image.png
  • 1423 Views
  • 0 replies
  • 19 kudos
Hubert-Dudek
by Databricks MVP
  • 2576 Views
  • 2 replies
  • 18 kudos

I thought that Azure Data Factory is built on spark but now when I crushed it I see that is build directly on databricks :-)

I thought that Azure Data Factory is built on spark but now when I crushed it I see that is build directly on databricks

image.png
  • 2576 Views
  • 2 replies
  • 18 kudos
Latest Reply
-werners-
Esteemed Contributor III
  • 18 kudos

correct. Because Data Flows were available before their own (MS) spark pools were available.But let's be honest: that is only a good thing

  • 18 kudos
1 More Replies
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