INVOICE Sum of item Discount

SDK code to create INVOICE_Sum_of_item_Discount¶

Feature description:

Sum of item Discount for the invoice.

In [ ]:

import featurebyte as fb
fb.use_profile("tutorial")

import featurebyte as fb fb.use_profile("tutorial")

Activate catalog¶

See SDK reference for catalogs

In [ ]:

catalog = fb.Catalog.activate("Grocery Dataset Tutorial")

catalog = fb.Catalog.activate("Grocery Dataset Tutorial")

Get view from table¶

See SDK reference for views

In [ ]:

# Get view from INVOICEITEMS item table.
invoiceitems_view = catalog.get_view("INVOICEITEMS")

# Get view from INVOICEITEMS item table. invoiceitems_view = catalog.get_view("INVOICEITEMS")

Do aggregation by invoice in INVOICEITEMS¶

See SDK reference for features

See SDK reference to groupby a view

See SDK reference to do aggregation by invoice

See list of aggregation operations

See SDK reference to add an aggregation by invoice to the event view

In [ ]:

# Group invoiceitems_view by invoice entity (GroceryInvoiceGuid).
invoiceitems_view_by_invoice =\
invoiceitems_view.groupby("GroceryInvoiceGuid")

# Group invoiceitems_view by invoice entity (GroceryInvoiceGuid). invoiceitems_view_by_invoice =\ invoiceitems_view.groupby("GroceryInvoiceGuid")

In [ ]:

# Sum Discount for the invoice.
invoice_sum_of_item_discount =\
invoiceitems_view_by_invoice.aggregate(
    "Discount", method=fb.AggFunc.SUM,
    feature_name="INVOICE_Sum_of_item_Discount"
)

# Sum Discount for the invoice. invoice_sum_of_item_discount =\ invoiceitems_view_by_invoice.aggregate( "Discount", method=fb.AggFunc.SUM, feature_name="INVOICE_Sum_of_item_Discount" )

Preview feature¶

Read on the feature primary entity concept

Read on the serving entity concept

See SDK reference for observation table

See SDK reference to preview feature

In [ ]:

#Check the primary entity of the feature'
invoice_sum_of_item_discount.primary_entity

#Check the primary entity of the feature' invoice_sum_of_item_discount.primary_entity

In [ ]:

#Get observation table: 'Preview Table with 10 items'
preview_table = catalog.get_observation_table(
	"Preview Table with 10 items"
).to_pandas()

#Get observation table: 'Preview Table with 10 items' preview_table = catalog.get_observation_table( "Preview Table with 10 items" ).to_pandas()

In [ ]:

#Preview INVOICE_Sum_of_item_Discount
invoice_sum_of_item_discount.preview(
	preview_table
)

#Preview INVOICE_Sum_of_item_Discount invoice_sum_of_item_discount.preview( preview_table )

Save feature¶

See SDK reference to save feature

In [ ]:

# Save feature
invoice_sum_of_item_discount.save()

# Save feature invoice_sum_of_item_discount.save()

Add description and see feature definition file¶

See SDK reference for the definition file of a feature

In [ ]:

# Add description
invoice_sum_of_item_discount.update_description(
	"Sum of item Discount for the invoice."
)
# See feature definition file
invoice_sum_of_item_discount.definition

# Add description invoice_sum_of_item_discount.update_description( "Sum of item Discount for the invoice." ) # See feature definition file invoice_sum_of_item_discount.definition