How to use PySpark Where Filter Function ?

Published: 02 April 2024
on channel: Data Cafe
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Welcome to our comprehensive tutorial on leveraging the power of Pyspark's filter function within the Databricks environment. Whether you're a seasoned data engineer or just getting started with big data analytics, this tutorial will equip you with the essential skills to efficiently filter and manipulate data using Apache Spark's Python API.

By the end of this tutorial, you'll have a solid grasp of how to wield the filter function effectively in Pyspark, empowering you to streamline your data processing pipelines and extract meaningful insights from your datasets.

Don't forget to like, share, and subscribe for more tutorials on Pyspark, Databricks, and other big data technologies!

=====⏱️Timestamps⏱️=====
00:00 Introduction.
00:14 Explanation about Previous video(   • What is a Delta Table?  ).
02:18 Filter with column condition.
04:47 Filter with SQL expression.
06:18 Filter with multiple condition.
07:28 Filter based on List value.
09:17 Filter based on Start WIth, Ends With, Contain.
10:29 Filter Like and RLike.
12:05 Filter on an Array columnFilter on Nested Struct Column.


=====THINGS YOU NEED TO KNOW!!!=====
🎥How to mount AZURE Data lake storage Gen2 container with Databricks:-
   • How to mount AZURE Data lake storage ...  
🎥Read & Write Parquet file using Databrick and PySpark:-
   • Read & Write Parquet file using Datab...  
🎥How to create free account in Databricks Community Edition:-
   • How to create free account in Databri...  
🎥Ingest Data from Azure SQL Database : Databricks & Pyspark:-
   • Ingest Data from Azure SQL Database :...  
🎥Query AZURE SQL Server Database using Databricks & Pyspark:-
   • Query AZURE SQL Server Database using...  
🎥What is Delta Table:-   • What is a Delta Table?  

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