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Showing posts with the label Pyspark Sql

Identify Partition Key Column From A Table Using Pyspark

I need help to find the unique partitions column names for a Hive table using PySpark. The table mi… Read more Identify Partition Key Column From A Table Using Pyspark

Read Range Of Files In Pyspark

I need to read contiguous files in pySpark. The following works for me. from pyspark.sql import SQ… Read more Read Range Of Files In Pyspark

Convert A Pandas Dataframe To A Pyspark Dataframe

I have a script with the below setup. I am using: 1) Spark dataframes to pull data in 2) Converting… Read more Convert A Pandas Dataframe To A Pyspark Dataframe

In Pyspark Is There Any Way To Dynamically Register Udf Using Functions Of Python Class Given At Run Time?

I am new to Python, so apologizing if there is any mistake in my approach I have a scenario where c… Read more In Pyspark Is There Any Way To Dynamically Register Udf Using Functions Of Python Class Given At Run Time?

How To Serialize Pyspark Groupeddata Object?

I am running a groupBy() on a dataset having several millions of records and want to save the resul… Read more How To Serialize Pyspark Groupeddata Object?

Selecting Empty Array Values From A Spark Dataframe

Given a DataFrame with the following rows: rows = [ Row(col1='abc', col2=[8], col3=[18]… Read more Selecting Empty Array Values From A Spark Dataframe

How To Apply The Describe Function After Grouping A PySpark DataFrame?

I want to find the cleanest way to apply the describe function to a grouped DataFrame (this questio… Read more How To Apply The Describe Function After Grouping A PySpark DataFrame?