Using Pandas in Glue ETL Job ( How to convert Dynamic DataFrame or PySpark Dataframe to Pandas Dataframe)

Question

I am wanting to use Pandas in a Glue ETL job.  I am reading from S3 and writing to Data Catalog.  I am trying to find a basic example where I can read in from S3 , either into or converting to a Pandas DF, and then do my manipulations and then write out to Data Catalog.  It looks like I may need to write to a Dynamic DataFrame before sending to data catalog.  Any examples?  I am doing my ETL today using PySpark but would like to do most of my transformations in Pandas.

Accepted Answer

Would say convert Dynamic frame to Spark data frame using .ToDF() method and from spark dataframe to pandas dataframe using link https://sparkbyexamples.com/pyspark/convert-pyspark-dataframe-to-pandas/#:~:text=Convert%20PySpark%20Dataframe%20to%20Pandas%20DataFrame,small%20subset%20of%20the%20data.

Using Pandas in Glue ETL Job ( How to convert Dynamic DataFrame or PySpark Dataframe to Pandas Dataframe)

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