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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

thushar
by Databricks Partner
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  • 5 replies
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Optimize & Compaction

Hi,From which data bricks runtime will support Optimize and compaction

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Joe_Suarez
New Contributor III
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Optimize and compaction are operations commonly used in Apache Spark for optimizing and improving the performance of data storage and processing. Databricks, which is a cloud-based platform for Apache Spark, provides support for these operations on v...

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youssefmrini
by Databricks Employee
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youssefmrini
Databricks Employee
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Support for Jupyter notebooks (.ipynb files) is available in Repos. You can clone repositories with .ipynb notebooks, work in Databricks UI, and then commit and push as .ipynb notebooks. Metadata such as a notebook dashboard is preserved. Admins can ...

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youssefmrini
by Databricks Employee
  • 3196 Views
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youssefmrini
Databricks Employee
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Feel free to read my medium blog where I summarized all the featureshttps://medium.com/@youssefmrini/databricks-workflows-features-oriented-3f9ec025301a

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beer
by New Contributor II
  • 2857 Views
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Didn't receive my Databricks Spark 3.0 certification

I took the exam yesterday and passed the test. I haven't received any email from Databricks Academy. How long would it take to receive the certification?

  • 2857 Views
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beer
New Contributor II
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This is resolved.

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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 "...

  • 3993 Views
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jose_gonzalez
Databricks Employee
  • 4 kudos

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
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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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