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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

thiagoawstest
by Contributor
  • 1480 Views
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change network/vpc workspace

Hello, I have two workspaces, each workspace pointing to a VPC in AWS, in one of the accounts we need to remove a subnet, after removing the InvalidSubnetID.NotFound AWS error when starting the clueter, checked in Manager Account, the networl is poin...

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  • 1480 Views
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Avinash_Narala
by Databricks Partner
  • 946 Views
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Tracking Serverless cluster cost

Hi,I just explored serverless feature in databricks and wondering how can i track cost associated with it. Is it stored in system tables? If yes, then where can i find it?And also how can i prove that it's cost is relatively less compared to classic ...

  • 946 Views
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Avinash_Narala
by Databricks Partner
  • 1504 Views
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File Trigger VS Autoloader

Hi,I recently came across File Trigger in Databricks and find mostly similar to Autoloader. My 1st question is why file trigger as we have autoloader.In which scenarios I can go with file triggers and autoloader.Can you please differentiate?

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FennVerm_60454
by New Contributor II
  • 9003 Views
  • 4 replies
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Resolved! How to clean up extremely large delta log checkpoints and many small files?

AWS by the way, if that matters. We have an old production table that has been running in the background for a couple of years, always with auto-optimize and auto-compaction turned off. Since then, it has written many small files (like 10,000 an hour...

  • 9003 Views
  • 4 replies
  • 1 kudos
Latest Reply
siddhathPanchal
Databricks Employee
  • 1 kudos

Sometime, if we have less commit versions for a delta table, it won't create checkpoint files in the table. Checkpoint file is responsible to trigger the log cleanup activities. In case, you observe that there are no checkpoint files available for th...

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Kayla
by Valued Contributor II
  • 3780 Views
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Resolved! Datadog Installation

Is anyone familiar with installing the Datadog agent on clusters? We're not having much luck.  We honestly might not be having the init script run since we're not seeing it in the log, but we can get just a generic "hellow world" init script to run a...

  • 3780 Views
  • 3 replies
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Latest Reply
Kayla
Valued Contributor II
  • 1 kudos

Responding here with the solution I found. Hopefully it'll help anyone with similar issues.First, the Datadog install script is practically a matryoshka doll- the script creates another script which creates a YAML file.One of the consequences of that...

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erigaud
by Honored Contributor
  • 4190 Views
  • 4 replies
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Pass Dataframe to child job in "Run Job" task

Hello,I have a Job A that runs a Job B, and Job A defines a globalTempView and I would like to somehow access it in the child job. Is that in anyway possible ? Can the same cluster be used for both jobs ? If it is not possible, does someone know of a...

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Latest Reply
rahuja
Contributor
  • 0 kudos

Hi @ranged_coop Yes, we are using the same job compute for using different workflows. But I think different tasks are like different docker containers so that is why it becomes an issue. It would be nice if you can explain a bit about the approach yo...

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tf32
by Databricks Partner
  • 4965 Views
  • 2 replies
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Resolved! ERROR com.databricks.common.client.DatabricksServiceHttpClientException: DEADLINE_EXCEEDED

Hi,I got this error "com.databricks.WorkflowException: com.databricks.common.client.DatabricksServiceHttpClientException: DEADLINE_EXCEEDED" during the run of a job workflow with an interactive cluster, at the start of this. It's a job that has been ...

  • 4965 Views
  • 2 replies
  • 1 kudos
Latest Reply
tf32
Databricks Partner
  • 1 kudos

Yes, subsequent runs have been successful.Thank you for the explanation. 

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Avinash_Narala
by Databricks Partner
  • 5692 Views
  • 2 replies
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Resolved! Databricks AI Assistant Cost Implications

I'm worried about how much the Databricks AI assistant will cost me.I need to understand what I'll be charged for, especially when I give a prompt to the AI Assistant Pane and how it will operate in the background.

  • 5692 Views
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Latest Reply
Avinash_Narala
Databricks Partner
  • 2 kudos

Is there any token limit? like in response or the prompt we send?

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Jreco
by Contributor
  • 7947 Views
  • 2 replies
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Resolved! SQLServer Incorrect syntax near the keyword 'WITH'

Hi Mates!I'm trying to get some data from an SQLServer using a query; the query has a WITH statement but I'm getting the following error:raise convert_exception(pyspark.errors.exceptions.connect.SparkConnectGrpcException: (com.microsoft.sqlserver.jdb...

  • 7947 Views
  • 2 replies
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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 1 kudos

Hi @Jreco ,You need to use prepare query option and then query like below: url = "jdbc:sqlserver://server_name:1433;database=db_name" df = spark.read \ .format("jdbc") \ .option("url", url) \ .option("prepareQuery", "with cte as ( SELECT ...

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gaurav_khanna
by New Contributor II
  • 11787 Views
  • 4 replies
  • 3 kudos
  • 11787 Views
  • 4 replies
  • 3 kudos
Latest Reply
BartRJD
New Contributor II
  • 3 kudos

I am having the same issue (Azure Databricks).I have a running compute cluster analytics-compute-cluster running in Single User access mode.  The Event Log for the cluster says the cluster is running and the "Driver is healthy".I have Manage permissi...

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duttong
by Databricks Partner
  • 8368 Views
  • 8 replies
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[Errno 11] resource temporarily unavailable

Hi Databricks Community,We faced a strange error today where the error below was returned when a notebook was being run. It only happens on git connected notebooks and on rerun it succeeds. What is the issue? 

duttong_0-1719413522488.png
  • 8368 Views
  • 8 replies
  • 7 kudos
Latest Reply
Witold
Databricks Partner
  • 7 kudos

Just follow https://status.azuredatabricks.net, there you'll see an active incident in West Europe

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SrinuM
by New Contributor III
  • 3018 Views
  • 4 replies
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CLOUD_PROVIDER_LAUNCH_FAILURE (CLOUD_FAILURE) for workflow job with all-purpose cluster

One of our databricks workflow job is failing occasionally with below error, after re-running and working fine without any issue.What is the exact reason for the issue and how can we fix itError:Unexpected failure while waiting for the cluster to be ...

  • 3018 Views
  • 4 replies
  • 1 kudos
Latest Reply
PSR100
Databricks Partner
  • 1 kudos

These are cloud provider related errors and we will not have much error details from the error message. Based on the error message and also, that you have enough CPU/VM quota available, I think the issue might be due to the storage creation stage in ...

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