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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

gazzyjuruj
by Contributor II
  • 2397 Views
  • 1 replies
  • 4 kudos

Resolved! databricks_error_message: time out placing nodes

Hi, today i'm receiving this error:-databricks_error_message :Timed out while placing nodes. what should be done to fix it?

  • 2397 Views
  • 1 replies
  • 4 kudos
Latest Reply
User16764241763
Databricks Employee
  • 4 kudos

Hello @Ghazanfar Uruj​  This can happen for a bunch of reasons. Could you please file a support case with details, if the issue still persists?

  • 4 kudos
AmanSehgal
by Honored Contributor III
  • 4830 Views
  • 2 replies
  • 10 kudos

Migrating data from delta lake to RDS MySQL and ElasticSearch

There are mechanisms (like DMS) to get data from RDS to delta lake and store the data in parquet format, but is it possible to reverse of this in AWS?I want to send data from data lake to MySQL RDS tables in batch mode.And the next step is to send th...

  • 4830 Views
  • 2 replies
  • 10 kudos
Latest Reply
AmanSehgal
Honored Contributor III
  • 10 kudos

@Kaniz Fatma​  and @Hubert Dudek​  - writing to MySQL RDS is relatively simpler. I'm finding ways to export data into Elasticsearch

  • 10 kudos
1 More Replies
Michael_Galli
by Contributor III
  • 14299 Views
  • 4 replies
  • 8 kudos

Resolved! Monitoring Azure Databricks in an Azure Log Analytics Workspace

Does anyone have experience with the mspnp/spark-monitoring library ?Is this best practice, or are there better ways to monitor a Databricks Cluster?

  • 14299 Views
  • 4 replies
  • 8 kudos
Latest Reply
User16764241763
Databricks Employee
  • 8 kudos

@Michael Galli​  I don't think you can monitor metrics captured by mspnp/spark-monitoring in datadog, there is a service called Azure Log Analytics workspace where these logs are available for querying.You can also check out below if you are interest...

  • 8 kudos
3 More Replies
kjoth
by Contributor II
  • 1656 Views
  • 0 replies
  • 0 kudos

Unmanaged Table - Newly added data directories are not reflected in the table We have created an unmanaged table with partitions on the dbfs location, using SQL. After creating the tables, via SQL we are running

We have created an unmanaged table with partitions on the dbfs location, using SQL.example: %sql CREATE TABLE EnterpriseDailyTrafficSummarytest(EnterpriseID String,ServiceLocationID String, ReportDate String ) USING parquet PARTITIONED BY(ReportDate)...

  • 1656 Views
  • 0 replies
  • 0 kudos
Daba
by New Contributor III
  • 6654 Views
  • 3 replies
  • 5 kudos

Resolved! DLT+AutoLoader: where is the schema and checkpoint hide?

Hi, I'm exploring the DLT with AutoLoader feature and wondering where are the schema and checkpoint hide? I want to wipe these two to reset/reinitialize the flow but unlike the "regular" AutoLoader the checkpoint and schema folder are not there.Thank...

  • 6654 Views
  • 3 replies
  • 5 kudos
Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 5 kudos

@Alexander Plepler​ , There is a storage option in pipeline settings - A path to a DBFS directory for storing checkpoints and tables created by the pipeline.Additionally, delta is registered in metastore, so the table schema is there.

  • 5 kudos
2 More Replies
Karthik1
by New Contributor II
  • 3541 Views
  • 2 replies
  • 0 kudos

Datab

Hi Databricks Team, I had given Databricks certified spark developer-Python exam on 15th April’22 and passed with 81.66% score but till now I didn’t receive my certificate or badge. I need to submit my badge to my employer. Kindly release my badge. T...

  • 3541 Views
  • 2 replies
  • 0 kudos
sannycse
by New Contributor II
  • 2529 Views
  • 2 replies
  • 3 kudos

Resolved! display password as shown in example using spark scala

Table has the following Columns:First_Name, Last_Name, Department_Id,Contact_No, Hire_DateDisplay the emplopyee First_name, Count of Characters in the firstname,password.Password should be first 4 letters of first name in lower case and the date and ...

  • 2529 Views
  • 2 replies
  • 3 kudos
Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 3 kudos

@SANJEEV BANDRU​ , SELECT CONCAT(substring(First_Name, 0, 2) , substring(Hire_Date, 0, 2), substring(Hire_Date, 3, 2)) as password FROM table;If Hire_date is timestamp you may need to add date_format()

  • 3 kudos
1 More Replies
Syed1
by New Contributor III
  • 27235 Views
  • 7 replies
  • 13 kudos

Resolved! Python Graph not showing

Hi , I have run this code import matplotlib.pyplot as pltimport numpy as npplt.style.use('bmh')%matplotlib inlinex = np.array([5,7,8,7,2,17,2,9,4,11,12,9,6])y = np.array([99,86,87,88,111,86,103,87,94,78,77,85,86])p= plt.scatter(x, y)display command r...

  • 27235 Views
  • 7 replies
  • 13 kudos
Latest Reply
User16725394280
Databricks Employee
  • 13 kudos

@Syed Ubaid​  i tried with 7.3 LTS and its works fine.

  • 13 kudos
6 More Replies
Anonymous
by Not applicable
  • 11155 Views
  • 12 replies
  • 13 kudos

Resolved! Not able to run notebook even when cluster is running and databases/tables are not visible in "data" tab.

We are using Dataricks in AWS. i am not able to run a notebook even when cluster is running. When i run a cell, it returns "cancel". When i check the event log for the cluster, it shows "Metastore is down". Couldn't see any databases or tables that i...

Image Image Image
  • 11155 Views
  • 12 replies
  • 13 kudos
Latest Reply
User16753725182
Databricks Employee
  • 13 kudos

This means the network is fine, but something in the spark config is amiss.What are the DBR version and the hive version? Please check f you are using a compatible version.If you don't specify any version, it will take 1.3 and you wouldn't have to us...

  • 13 kudos
11 More Replies
p42af
by New Contributor
  • 7486 Views
  • 4 replies
  • 1 kudos

Resolved! rdd.foreachPartition() does nothing?

I expected the code below to print "hello" for each partition, and "world" for each record. But when I ran it the code ran but had no print outs of any kind. No errors either. What is happening here?%scala   val rdd = spark.sparkContext.parallelize(S...

  • 7486 Views
  • 4 replies
  • 1 kudos
Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 1 kudos

Is it lazy evaluated so you need to trigger action I guess

  • 1 kudos
3 More Replies
KC_1205
by New Contributor III
  • 4612 Views
  • 2 replies
  • 3 kudos

Resolved! NumPy update 1.18-1.21

Hi all,I am planning to update the DB to 9.1 LTS from 7.3 LTS, corresponding NumPy version will be 1.19 and later would like to update 1.21 in the notebooks. At cluster I have Spark version related to the 9.1 LTS which will support 1.19 and notebook ...

  • 4612 Views
  • 2 replies
  • 3 kudos
Latest Reply
jose_gonzalez
Databricks Employee
  • 3 kudos

Hi @Kiran Chalasani​ ,According to the docs DBR 7.3 LTS comes with Numpy 1.18.1 https://docs.databricks.com/release-notes/runtime/7.3.html and DBR 9.1 LTS comes with Numpy 1.19.2 https://docs.databricks.com/release-notes/runtime/9.1.htmlIf you need t...

  • 3 kudos
1 More Replies
RKNutalapati
by Valued Contributor
  • 6198 Views
  • 4 replies
  • 3 kudos

Resolved! Copy CDF enabled delta table from one location to another by retaining history

I am currently doing some use case testing. I have to CLONE delta table with CDF enabled to a different S3 bucket. Deep clone doesn't meet the requirement. So I tried to copy the files using dbutils.fs.cp, it is copying all the versions but the tim...

  • 6198 Views
  • 4 replies
  • 3 kudos
ernijed
by New Contributor II
  • 8978 Views
  • 3 replies
  • 3 kudos

Resolved! Error in SQL statement: SparkFatalException. How to fix it?

When i try to execute sql query(2 joins) i get below message: com.databricks.backend.common.rpc.DatabricksExceptions$SQLExecutionException: org.apache.spark.util.SparkFatalException at org.apache.spark.sql.execution.exchange.BroadcastExchangeExec.$a...

  • 8978 Views
  • 3 replies
  • 3 kudos
Latest Reply
Hubert-Dudek
Esteemed Contributor III
  • 3 kudos

@Erni Jed​ , I tested, and your query is ok. So it has to be some other issue. Maybe you could try it on a smaller data set. Please analyze/debug also using SPARK UI.

  • 3 kudos
2 More Replies

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