AIFeatureExtractor

Represents information about the feature extractor that’s used to extract the data required by the machine learning model for making predictions. This object is available in API version 55.0 and later.

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Important

Supported SOAP API Calls

create(), delete(), describeSObjects(), query(), retrieve(), update(), upsert()

Supported REST API Methods

DELETE, GET, HEAD, PATCH, POST, Query

Fields

AiUsecaseModelId

Type: reference
Properties: Create, Filter, Group, Nillable, Sort, Update
Description: The use case model that’s related to the feature extractor.

This is a relationship field.
Relationship Name: AiUsecaseModel
Relationship Type: Lookup
Refers To: AIUsecaseModel

BatchInputSourceIdentifier

Type: string
Properties: Create, Filter, Group, Nillable, Sort, Update
Description: The identifier of the input source containing batch job-computed features that a model can use to generate predictions. Available in API version 57.0 and later.

ClassName

Type: string
Properties: Create, Filter, Group, Nillable, Sort, Update
Description: The Apex class name of the feature extractor.

DeveloperName

Type: string
Properties: Create, Filter, Group, Sort, Update
Description: The developer name of the feature extractor.

Only users with View DeveloperName OR View Setup and Configuration permission can view, group, sort, and filter this field.
Note

FeatureInputType

Type: picklist
Properties: Create, Defaulted on create, Filter, Group, Restricted picklist, Sort, Update
Description: The type of feature input that’s used in generating predictions. Available in API version 57.0 and later.
Default value: Realtime_Input
Possible values:
- Batch_And_Realtime_Input
- Batch_Input
- Realtime_Input
- Sample_Input

InputContext

Type: textarea
Properties: Create, Nillable, Update
Description: The features that serve as the context for the feature extractor in the JSON or CSV file. Available in API version 57.0 and later.

Language

Type: picklist
Properties: Create, Defaulted on create, Filter, Group, Nillable, Restricted picklist, Sort, Update
Description: The language of the feature extractor.

ManageableState

Type: picklist
Properties: Filter, Group, Nillable, Restricted picklist, Sort
Description: Indicates the manageable state of the specified component that is contained in a package.
Possible values:
- beta—Managed-Beta
- deleted—Managed-Proposed-Deleted
- deprecated—Managed-Proposed-Deprecated
- deprecatedEditable—SecondGen-Installed-Deprecated
- installed—Managed-Installed
- installedEditable—SecondGen-Installed-Editable
- released—Managed-Released
- unmanaged—Unmanaged

MasterLabel

Type: string
Properties: Create, Filter, Group, Sort, Update
Description: The label for the feature extractor.

NamespacePrefix

Type: string
Properties: Filter, Group, Nillable, Sort
Description: Namespace prefix associated with this object. Each Developer Edition org that creates a managed package has a unique namespace prefix.

Type

Type: picklist
Properties: Create, Defaulted on create, Filter, Group, Nillable, Restricted picklist, Sort, Update
Description: The type of the feature extractor.
Default value: APEX
Possible values:
- APEX
- HYBRID
- JAVA