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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

Rik
by • New Contributor III
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Incorrect error when adding an IP access list

I have disabled the IP Access List on my workspace and am trying to add an IP list through the IP Access List API. However, when adding a list, I get the INVALID_STATE response.The docs mention this is because:"If the new list would block the calling...

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Rik
New Contributor III
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"One possible workaround could be to (1) temporarily enable the IP Access List feature, (2) add the necessary IP addresses to the list, and then (3) disable the feature again. This way, you can add the IP addresses you need without blocking the curre...

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SaraCorralLou
by • New Contributor III
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Resolved! Delta tables background

Hi,Looking at the delta tables and how they are stored I have a question. If the delta tables are stored as parquet files in ADLS why if I copy/paste/rename a folder that corresponds to an existing table in the same location/database this does not ge...

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Anonymous
Not applicable
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@Sara Corral​ :When you copy/paste/rename a folder that corresponds to an existing delta table in the same location/database, it does not generate a copy of the previous table because delta tables are not just plain parquet files. They have additiona...

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Mr__D
by • New Contributor II
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Databricks Cluster Autoscaling

Hello All,Could anyone please suggest impact of Autoscaling in cluster cost ?Suppose if I have a cluster where min worker is 2 and max is 10 but most of the time active worker are 3 so the cluster will be billed for only 3 workers or for 10 worker(...

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Anonymous
Not applicable
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@Deepak Bhatt​ :Autoscaling in Databricks can have a significant impact on cluster cost, as it allows the cluster to dynamically add or remove workers based on the workload.In the scenario you described, if the active worker count is consistently at ...

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Mr__D
by • New Contributor II
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Populating data from databricks to sql server tables

Hello All,Could any one please suggest what is the best way to populate(Upsert) data from delta table into the sql server table.we are transforming our data in Databricks and storing data into the delta table. but for reporting purpose we need to pop...

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Anonymous
Not applicable
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@Deepak Bhatt​ :Yes, using the Spark Synapse connector could be a good option for upserting data from a Delta table into a SQL Server table. The Spark Synapse connector allows you to read and write data from Azure Synapse Analytics, formerly known as...

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Gopal269673
by • Contributor
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  • 11 replies
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Resolved! Facing issues in running the converted code in spark sql framework with 5 to 10 percent volume of prod data. Need help in solving this and suggestions required.

Hi All.. Need your help in this issue what i am facing. Currently we are using data bricks as a platform to build pipeline and execute our talend ETL sqls converted into the spark sql framework as we were facing issues in loading the history data int...

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Gopal269673
Contributor
  • 8 kudos

@All Users Group​  Metrics stats also attached here.Thanks.

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Ajay_Birari
by • New Contributor II
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SSO Implementation - User need to go through multiple steps to visit the "Select Workspace" page.

Below are the steps we have implemented to login through SSO.1. We have setup SSO and are able to login into Databricks using IDP (SiemensID Authentication). 2. After successful authentication, we have done the configuration of redirecting user to da...

First screen after successful SSO authentication Again, select Single Sign on by clicking on Continue with SSO
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Ajay_Birari
New Contributor II
  • 3 kudos

Hello @Kaniz Fatma​ @Debayan Mukherjee​ Thanks for the response.We have raised this issue with Databricks team internally. We have shared the details with team. I will post the solution once we find any breakthrough to resolve it.

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ramravi
by • Contributor II
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Issue while reading data from Kafka topic to Spark strutured streaming

py4j.security.Py4JSecurityException: Method public org.apache.spark.sql.streaming.DataStreamReader org.apache.spark.sql.SQLContext.readStream() is not whitelisted on class class org.apache.spark.sql.SQLContextI already disable acl for cluster using "...

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jose_gonzalez
Databricks Employee
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Hi @Ravi Teja​,Just a friendly follow-up. Do you still need help? if you do, please share more details, like DBR version, standard or High concurrency cluster? etc

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pk1
by • New Contributor II
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Academy Accreditation - SQL Analyst Associate

Hi Team , So last year I acquired SQL Analyst Associate badge and due for renew this Jan 2023 . However when checked in Databricks Academy couldn't find the course . So has it been retired or removed ? If exists can someone help me with the course d...

image
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jose_gonzalez
Databricks Employee
  • 3 kudos

Adding @Vidula Khanna​ and @Kaniz Fatma​ for visibility

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SS2
by • Valued Contributor
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Custom duty charges or any other additional charges on Databricks rewards.

Hi All,Anyone can please confirm i have to pay any custom duty fee or ​any other additional shippment fee for Databricks rewards?​Thanks​

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jose_gonzalez
Databricks Employee
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Hi @S S​,Just a friendly follow-up. Do you still need help with this question? please let us know

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Kearon
by • New Contributor III
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Resolved! Databricks Delta Live Table stored as SCD 2 is creating new records when no data changes. How do I stop this?

I have a streaming pipeline that ingests json files from a data lake using autoloader. These files are dumped there periodically. Mostly the files contain duplicate data, but there are occasional changes. I am trying to process these files into a dat...

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Kearon
New Contributor III
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For clarity, here is the final code that avoids duplicates, using @Suteja Kanuri​ 's suggestion:import dlt   @dlt.table def currStudents_dedup(): df = spark.readStream.format("delta").table("live.currStudents_ingest") return ( df.drop...

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coltonflowers
by • New Contributor III
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Whenever using the displayHTML method or any python library that requires rendering HTML we get the following error in the results:  Uncaught SyntaxEr...

Whenever using the displayHTML method or any python library that requires rendering HTML we get the following error in the results: Uncaught SyntaxError: Invalid or unexpected tokenWe cannot reproduce this error reliably, and resizing the html window...

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Debayan
Databricks Employee
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Hi, If you could confirm the whole error stack will help us understanding the issue little clear. Also, please tag @Debayan​ with your next response which will notify me. Thank you!

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Tonny_Stark
by • New Contributor III
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FileNotFoundError: [Errno 2] No such file or directory:

I have the following error code in databricks when I want to unzip filesFileNotFoundError: [Errno 2] No such file or directory:  but the file is there I already tried several ways and nothing worksI have tried modifying by placing/dbfs/mnt/dbfs/mnt/d...

error
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karthik_p
Databricks Partner
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@Alfredo Vallejos​ then your file is tar.gz file right, have you tried tar command instead of unzip

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646901
by • New Contributor II
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Cloud storage - enabling object versioning?

So i am going to keep this generic as to all cloud provider storage options as its relevant across the board, (GCS, S3 and blob store). Nothing is mentioned in docs as far as i can see. Is there a use case against enabling object versioning in cloud ...

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Anonymous
Not applicable
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Hi @Matt User​ Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answers you...

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Meghala
by • Valued Contributor II
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I faced some problem while taking databricks exam

Hi team,  Good evening today I got problem while taking the exam my exam is @11:30 but some audio problem it's got reschedule @12:45 again also I faced problem ,question was some time appears and some time it's not so, because this I can't able to ta...

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Anonymous
Not applicable
  • 0 kudos

Hi @S Meghala​ Thank you for posting your question in our community! We are happy to assist you.To help us provide you with the most accurate information, could you please take a moment to review the responses and select the one that best answers you...

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Larrio
by • New Contributor III
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Autoloader - understanding missing file after schema update.

Hello,Concerning Autoloader (based on https://docs.databricks.com/ingestion/auto-loader/schema.html), so far what I understand is when it detects a schema update, the stream fails and I have to rerun it to make it works, it's ok.But once I rerun it, ...

  • 12532 Views
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Anonymous
Not applicable
  • 3 kudos

Hi @Lucien Arrio​ 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.Thank...

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