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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

pSdatabricks
by New Contributor II
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  • 3 replies
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Azure Databricks Monitoring & Alerting (Data Observability) Tools / Frameworks for Enterprise

I am trying to evaluate options for Monitoring and Alerting tools like New Relic, Datadog, Grafana with Databricks on Azure . No one supports when reached out to them. I would like to hear from the databricks team on the recommended tool / framework ...

  • 7993 Views
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Latest Reply
Sruthivika
New Contributor II
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I'd recommend this new tool we've been trying out. It's really helpful for monitoring and provides good insights on how Azure Databricks clusters, pools & jobs are doing – like if they're healthy or having issues. It brings everything together, makin...

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FlexException
by New Contributor II
  • 13179 Views
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Dynamic Number of Tasks in Databricks Workflow

Do Databricks workflows support creating a workflow with a dynamic number of tasks?For example, let's say we have a DAG like this:T1 ->    T2(1) ->             T2(2) ->              .....                 -> T3             T2(n-1) ->             T2(n)...

  • 13179 Views
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Latest Reply
tanyeesern
New Contributor II
  • 1 kudos

@FlexException Databricks API supports job creation and execution Task Parameters and Values in Databricks Workflows | by Ryan Chynoweth | MediumOne possibility is after running earlier job, process the output to create a dynamic number of tasks in s...

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superspan
by New Contributor II
  • 3882 Views
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How to access Spark UI metrics in an automated way (API)

I am doing some automated testing; and would like ultimately to access per job/stage/task metrics as shown in the UI (e.g. spark UI -> sql dataframe) -> plan visualization in an automated way (API is ideal; but some ad-hoc metrics pipelines from loca...

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superspan
New Contributor II
  • 0 kudos

Thanks for the response. This enables the event logs. But the event logs seem to be empty. Would you know where I can get the spark metrics as seen from the spark ui.

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Geoff123
by New Contributor III
  • 7618 Views
  • 7 replies
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Trouble on Accessing Azure Storage from Databricks (Python)

I used the same accessing method shown in https://community.databricks.com/t5/data-engineering/to-read-data-from-azure-storage/td-p/32230 but kept get the error below.org.apache.spark.SparkSecurityException: [INSUFFICIENT_PERMISSIONS] Insufficient pr...

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Wojciech_BUK
Valued Contributor III
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Hi,you can find storage account firewall information by accessing resource in azure portal Please mind that if you are using Unity Catalog you should NOT mount Storage Account, you should rather use abstraction of Storage Creadentials and External Lo...

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databrick53
by New Contributor II
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can't execute the code

When I was executing the code, I was getting this error:"Notebook detached×Exception when creating execution context: java.net.SocketTimeoutException: Connect Timeout"Can someone help me?

  • 5325 Views
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Latest Reply
toolhater
New Contributor II
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as of last night 3/27 it looks like it was working again

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Marinagomes
by New Contributor
  • 1973 Views
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raise Py4JJavaError while changing data type of a column

HiI'm using Azure databricks 10.4 LTS (includes Apache Spark 3.2.1, Scala 2.12). I'm trying to convert 2 columns from string data type to timestamp data type . My date columns are in below format2/18/2021 7:20:12 PMSo I wrote following commandfrom py...

  • 1973 Views
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Cheryl
by New Contributor II
  • 5304 Views
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Query example for databricks Query History API

Hi I am trying to get query history data from my SQL warehouse. Following previous examples is not working. databricks_workspace_url = "xxx"token = "xxx"start_time = 1707091200end_time = 1707174000api_endpoint = f"{databricks_workspace_url}/api/2.0/s...

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Latest Reply
shan_chandra
Databricks Employee
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@Cheryl - you can use query_start_time=2023-01-01T00:00:00Z  as a parameter to filter for the time frame. available filter criteria are given below - https://docs.databricks.com/api/workspace/queryhistory/list#filter_by-query_start_time_range    

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healthcareds
by New Contributor
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CLI: Cannot Configure Additional Profiles in web terminal

Hello,I'm having a hard adding secrets since the change from the legacy CLI. Executing "databricks configure" as referenced in the personal access token section of this document does nothing. I have verified that the CLI is installed as v0.216.0. 

healthcareds_0-1711634401208.png
  • 2067 Views
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Anonymous
by Not applicable
  • 4542 Views
  • 1 replies
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6.4 Extended Support (includes Apache Spark 2.4.5, Scala 2.11 Connect Timeout

"Notebook detached Exception when creating execution context: java.net.SocketTimeout Exception: Connect Timeout" when trying to connect my cluster to a notebook. Then "Error trying to handle that request We failed to handle that request, please try a...

  • 4542 Views
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Latest Reply
Wolverine
New Contributor III
  • 2 kudos

Hello @Retired_mod  I am facing same issue I tried changing DBR but it is still giving me error and the cluster is not startingRegardsMS

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dg
by New Contributor II
  • 29503 Views
  • 7 replies
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Trying to use pdf2image on databricks

Trying to use pdf2image on databricks, but its failing with "PDFInfoNotInstalledError: Unable to get page count. Is poppler installed and in PATH?"I've installed pdf2image & poppler-utils by running the following in a cell:%pip install pdf2image%pip ...

  • 29503 Views
  • 7 replies
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Latest Reply
Slalom_Tobias
Databricks Partner
  • 3 kudos

Seems like this thread has died, but for posterity, databricks provides the following code for installing poppler on a cluster. The code is sourced from the dbdemos accelerators, specifically the "LLM Chatbot With Retrieval Augmented Generation (RAG)...

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Ravikumashi
by Contributor
  • 12877 Views
  • 8 replies
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failed to initialise azure-event-hub with azure AAD(service principal)

We have been trying to authenticate azure-event-hub with azure AD(service principal) instead of shared access key(connection string) and read events from azure-event-hub and it is failing to initialise azure-event-hubs. And throwing no such method ex...

Error message full
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Latest Reply
Ravikumashi
Contributor
  • 0 kudos

@swathi-dataops I have added ServicePrincipalCredentialsAuth and ServicePrincipalAuthBase as a normal classes instead of creating a separate jar for these 2 classes and packaged them as a part of my project jar.And used the below code for configuring...

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vinay076
by New Contributor III
  • 5698 Views
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MY exam got suspended

Hello Team,I encountered Pathetic experience while attempting my 1st Data Bricks certification. I was continuously in front of the camera and an alert appeared and then my exam resumed.Later a support person asked me to show the full room and I showe...

  • 5698 Views
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Latest Reply
Cert-Team
Databricks Employee
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Thanks @vinay076 You will receive notice of the reschedule via an email from Webassessor.

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raghu2
by Databricks Partner
  • 2574 Views
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DLT table from a text source

I am trying to create a delta live table by reading a text source. I get an error message that states that both source and target should be in delta format. Am I missing something? 

  • 2574 Views
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