Industries Common Resources Developer Guide

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Industries Common Resources
AI Accelerator and Scoring Framework
AI Accelerator
AI Accelerator Standard Objects
AIFeatureExtractor
AIUsecaseDefinition
AIUsecaseFieldMapping
AIUsecaseModel
AI Accelerator Platform Event
AI Accelerator Business APIs
AI Accelerator Predictions API Using Apex
Apex Reference
AI Accelerator Metadata Types
AI Accelerator Tooling Objects
Scoring Framework
Action Launcher
Actionable List Members
Actionable Segmentation
Business Rules Engine
Collections and Recovery
Context Service
Criteria-Based Search and Filter
Data Processing Engine, Batch Management, and Monitor Workflow Services
Digital Lending
Discovery Framework
Decision Explainer
Einstein Relationship Insights
Einstein Standard Invocable Actions
Engagement
Group Membership and Households
Identity Verification
Intelligent Document Reader
Intelligent Form Reader
Interest Tagging
Omnistudio Business APIs
Outcome Management Developer Guide
Outreach List
Process Compliance Navigator
Record Alerts
Record Rollup Definitions
Scheduled Reminders
Sentiment Insights
Service Process Studio
Timeline
Virtual Calls
Associated Objects
IndustriesSettings
Industries Object Access by Community License
Access Industries Features Deployed Using Managed Packages
PDF

AIFeatureExtractor

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

Supported Calls

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

Special Access Rules

The AIFeatureExtractor object is available when the admin settings for AI Accelerator and for the product related to the use case are enabled. The Salesforce org must have the CRM Plus license and the product’s CRM license.

Fields

Field Details
AiUsecaseModelId
Type
reference
Properties
Create, Filter, Group, Nillable, Sort, Update
Description
The use case model that’s related to the feature extractor.
This field 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.
BatchInputSourceType
Type
picklist
Properties
Create, Defaulted on create, Filter, Group, Restricted picklist, Sort, Update
Description
The input source of the features computed in batch jobs.
Possible values are:
  • CRMA
  • Data Cloud
The default value is CRMA.
ClassName
Type
string
Properties
Create, Filter, Group, Nillable, Sort, Update
Description
The ID of the Apex class created for the feature extractor.
DeveloperName
Type
string
Properties
Create, Filter, Group, Sort, Update
Description
The developer name of the feature extractor.
FeatureInputType
Type
picklist
Properties
Create, Defaulted on create, Filter, Group, Restricted picklist, Sort, Update
Description
Required. The type of feature input that’s used in generating predictions. Available in API version 57.0 and later.
Possible values are:
  • Batch_And_Realtime_Input
  • Batch_Input
  • Realtime_Input
  • Sample_Input
The default value is Realtime_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 languages that are supported by the feature extractor.
Possible values are:
  • da—Danish
  • de—German
  • en_US—English
  • es—Spanish
  • es_MX—Spanish (Mexico)
  • fi—Finnish
  • fr—French
  • it—Italian
  • ja—Japanese
  • ko—Korean
  • nl_NL—Dutch
  • no—Norwegian
  • pt_BR—Portuguese (Brazil)
  • ru—Russian
  • sv—Swedish
  • th—Thai
  • zh_CN—Chinese (Simplified)
  • zh_TW—Chinese (Traditional)
MasterLabel
Type
string
Properties
Create, Filter, Group, Sort, Update
Description
The label of 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
Required. Specifies the type of the feature extractor.
Possible values are:
  • APEX
  • HYBRID
  • JAVA
The default value is APEX.

Usage

Use this object to configure feature extractors for your use case model when it requires features that are calculated or aggregated on run-time. A use case model can have multiple feature extractors.