INVOICE Amount

SDK code to create INVOICE_Amount¶

Feature description:

Amount of 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 GROCERYINVOICE event table.
groceryinvoice_view = catalog.get_view("GROCERYINVOICE")

# Get view from GROCERYINVOICE event table. groceryinvoice_view = catalog.get_view("GROCERYINVOICE")

Create Lookup feature¶

See SDK reference for features

See SDK reference to declare a lookup feature

In [ ]:

# Create lookup feature from Amount column for invoice entity.
invoice_amount =\
groceryinvoice_view["Amount"].as_feature("INVOICE_Amount")

# Create lookup feature from Amount column for invoice entity. invoice_amount =\ groceryinvoice_view["Amount"].as_feature("INVOICE_Amount")

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_amount.primary_entity

#Check the primary entity of the feature' invoice_amount.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_Amount
invoice_amount.preview(
	preview_table
)

#Preview INVOICE_Amount invoice_amount.preview( preview_table )

Save feature¶

See SDK reference to save feature

In [ ]:

# Save feature
invoice_amount.save()

# Save feature invoice_amount.save()

Add description and see feature definition file¶

See SDK reference for the definition file of a feature

In [ ]:

# Add description
invoice_amount.update_description(
	"Amount of the invoice"
)
# See feature definition file
invoice_amount.definition

# Add description invoice_amount.update_description( "Amount of the invoice" ) # See feature definition file invoice_amount.definition