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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

chandan_a_v
by Valued Contributor
  • 5976 Views
  • 3 replies
  • 6 kudos

How to restart the Spark session within the notebook without reattaching the notebook?

Hi All,I want to run an ETL pipeline in a sequential way in my DB notebook. If I run it without resetting the Spark session or restarting the cluster I am getting a data frame key error. I think this might be because of the Spark cache because If I r...

  • 5976 Views
  • 3 replies
  • 6 kudos
Latest Reply
g_krilis
New Contributor II
  • 6 kudos

Is there a solution to the above problem? I also would like to restart SparkSession to free my cluster's resources, but when callingspark.stop()the notebook automatically detach and the following error occurs:The spark context has stopped and the dri...

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fijoy
by Contributor
  • 2518 Views
  • 4 replies
  • 0 kudos

Resolved! If 2 users run the same notebook on the same cluster, will they share the same Spark session?

Databricks docs here:https://docs.databricks.com/notebooks/notebook-isolation.htmlstate that "Every notebook attached to a cluster has a pre-defined variable named spark that represents a SparkSession." What if 2 users run the same notebook on the sa...

  • 2518 Views
  • 4 replies
  • 0 kudos
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Lakshay
Esteemed Contributor
  • 0 kudos

The spark session is isolated at the notebook level and is not isolated at the user level. So, two users accessing the same notebook will be using the same spark session

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Data_Engineer3
by Contributor II
  • 9019 Views
  • 4 replies
  • 5 kudos

How can i use the same spark session from onenotebook to another notebook in databricks

I want to use the same spark session which created in one notebook and need to be used in another notebook in across same environment, Example, if some of the (variable)object got initialized in the first notebook, i need to use the same object in t...

  • 9019 Views
  • 4 replies
  • 5 kudos
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Manoj12421
Valued Contributor II
  • 5 kudos

You can use %run and then use the location of the notebook - %run "/folder/notebookname"

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jm99
by New Contributor III
  • 2434 Views
  • 1 replies
  • 1 kudos

Resolved! ForeachBatch() - Get results from batchDF._jdf.sparkSession().sql('merge stmt')

Most python examples show the structure of the foreachBatch method as:def foreachBatchFunc(batchDF, batchId): batchDF.createOrReplaceTempView('viewName') ( batchDF ._jdf.sparkSession() .sql( ...

  • 2434 Views
  • 1 replies
  • 1 kudos
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jm99
New Contributor III
  • 1 kudos

Just found a solution...Need to convert the Java Dataframe (jdf) to a DataFramefrom pyspark import sql   def batchFunc(batchDF, batchId): batchDF.createOrReplaceTempView('viewName') sparkSession = batchDF._jdf.sparkSession()   resJdf = sparkSes...

  • 1 kudos
Slalom_Tobias
by New Contributor III
  • 7082 Views
  • 1 replies
  • 1 kudos

AttributeError: 'SparkSession' object has no attribute '_wrapped' when attempting CoNLL.readDataset()

I'm getting the error...AttributeError: 'SparkSession' object has no attribute '_wrapped'---------------------------------------------------------------------------AttributeError Traceback (most recent call last)<command-2311820097584616> in <cell li...

  • 7082 Views
  • 1 replies
  • 1 kudos
Latest Reply
Aviral-Bhardwaj
Esteemed Contributor III
  • 1 kudos

this can happen in 10X version try to use 7.3 LTS and share your observationand if it not working there try to create init script and load it to your databricks cluster so whenever your machine go up you can get advantage of that library because some...

  • 1 kudos
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