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PySpark

orderBy() and sort() in PySpark

PySpark provides two functions, sort() and orderBy() , to arrange data in a structured manner. 1. Understanding sort() in PySpark from pyspark.sql.function…

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Mar 19, 2026 1 min read
PySpark

Spark Transformations, Actions and Lazy Evaluation and DAG.

Apache Spark RDD supports two types of Operations: Transformations Actions A Transformation is a function that produces new RDD from the existing RDDs but …

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Mar 19, 2026 4 min read
PySpark

Window Functions in PySpark

Window functions in PySpark allow you to perform operations across a set of rows that are somehow related to the current row. They are useful for tasks lik…

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Mar 19, 2026 2 min read
PySpark

PySpark Built-in Functions

These functions are commonly used with groupBy() , agg() , or select() to compute things like sum, average, max, min, count, etc. PySpark functions come fr…

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Mar 19, 2026 2 min read
PySpark

drop(), dropDuplicates(), and distinct() in PySpark

🔹 1. drop() – Removing Columns The drop() function is used to remove one or more columns from a DataFrame. 👉 Example: Removing a Single Column from pyspa…

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Mar 19, 2026 2 min read
PySpark

How to use Window Functions in PySpark

Absolutely! Let’s break it down and explain each PySpark window function with examples using your code and dataset. I’ll categorize the functions into thre…

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Mar 19, 2026 3 min read