Pandas-on-Spark vs PySpark DataFrames #Shorts

Pandas API is now part of Apache Spark™ 3.2 for single node (laptop) and multi nodes. Pandas Spark dataframe. PySpark Dataframe and pandas-on-Spark DataFrame by Databricks. Familiar pandas API on Spark clusters w/ PySpark.

My detailed code video on Pandas API on Apache Spark 3.2:

Install Apache Spark on COLAB:
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Since pandas API on Spark does not target 100% compatibility of both pandas and PySpark, users need to do some workaround to port their pandas and/or PySpark codes or get familiar with pandas API on Spark.

See official Databricks link:

#shorts
#pandasdataframe
#pyspark
#dataframes
#dataframe
#datascience
#databricks
#api
#pandas