CUSTOMER Gender

SDK code to create CUSTOMER_Gender¶

Feature description:

Gender of the customer

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 GROCERYCUSTOMER scd table.
grocerycustomer_view = catalog.get_view("GROCERYCUSTOMER")

# Get view from GROCERYCUSTOMER scd table. grocerycustomer_view = catalog.get_view("GROCERYCUSTOMER")

Create Lookup feature¶

See SDK reference for features

See SDK reference to declare a lookup feature

In [ ]:

# Create lookup feature from Gender column for customer entity.
customer_gender =\
grocerycustomer_view["Gender"].as_feature("CUSTOMER_Gender")

# Create lookup feature from Gender column for customer entity. customer_gender =\ grocerycustomer_view["Gender"].as_feature("CUSTOMER_Gender")

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'
customer_gender.primary_entity

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

In [ ]:

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

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

In [ ]:

#Preview CUSTOMER_Gender
customer_gender.preview(
	preview_table
)

#Preview CUSTOMER_Gender customer_gender.preview( preview_table )

Save feature¶

See SDK reference to save feature

In [ ]:

# Save feature
customer_gender.save()

# Save feature customer_gender.save()

Add description and see feature definition file¶

See SDK reference for the definition file of a feature

In [ ]:

# Add description
customer_gender.update_description(
	"Gender of the customer"
)
# See feature definition file
customer_gender.definition

# Add description customer_gender.update_description( "Gender of the customer" ) # See feature definition file customer_gender.definition