PRODUCT ProductGroup

SDK code to create PRODUCT_ProductGroup¶

Feature description:

ProductGroup of the product

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 GROCERYPRODUCT dimension table.
groceryproduct_view = catalog.get_view("GROCERYPRODUCT")

# Get view from GROCERYPRODUCT dimension table. groceryproduct_view = catalog.get_view("GROCERYPRODUCT")

Create Lookup feature¶

See SDK reference for features

See SDK reference to declare a lookup feature

In [ ]:

# Create lookup feature from ProductGroup column for product entity.
product_productgroup =\
groceryproduct_view["ProductGroup"].as_feature("PRODUCT_ProductGroup")

# Create lookup feature from ProductGroup column for product entity. product_productgroup =\ groceryproduct_view["ProductGroup"].as_feature("PRODUCT_ProductGroup")

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'
product_productgroup.primary_entity

#Check the primary entity of the feature' product_productgroup.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 PRODUCT_ProductGroup
product_productgroup.preview(
	preview_table
)

#Preview PRODUCT_ProductGroup product_productgroup.preview( preview_table )

Save feature¶

See SDK reference to save feature

In [ ]:

# Save feature
product_productgroup.save()

# Save feature product_productgroup.save()

Add description and see feature definition file¶

See SDK reference for the definition file of a feature

In [ ]:

# Add description
product_productgroup.update_description(
	"ProductGroup of the product"
)
# See feature definition file
product_productgroup.definition

# Add description product_productgroup.update_description( "ProductGroup of the product" ) # See feature definition file product_productgroup.definition