Coverage for jstark/features/product_count.py: 100%

1"""ProductCount feature""" 

2import pyspark.sql.functions as f 

3from pyspark.sql import Column 

4 

5from .distinctcount_feature import DistinctCount 

6 

7 

8class ProductCount(DistinctCount): 

9 def column_expression(self) -> Column: 

10 return f.col("Product") 

11 

12 @property 

13 def description_subject(self) -> str: 

14 return "Distinct count of Products" 

15 

16 @property 

17 def commentary(self) -> str: 

18 return ( 

19 "The number of products. Typically the dataframe supplied " 

20 + "to this feature will have many transactions for many baskets with " 

21 + "many products bought, this feature allows you to determine how many " 

22 + "disinct products were bought in those baskets." 

23 )