salesforce/TransmogrifAI

Allow adding/getting metadata on the model level

開放

#148 建立於 2018年10月4日

 (8 則留言) (0 個反應) (0 位負責人)Scala (399 個分叉)batch import
enhancementgood first issue

倉庫指標

星標
 (2,274 顆星)
PR 合併指標
 (30 天內沒有已合併 PR)

描述

Problem We would like to be able to store some types of metadata of the level of the model, e.g instance holdout splits. Currently there is no easy way to store metadata with the trained model, except if not through OpParams, stage metadata or manually if a separate file.

Solution We would like to add two methods to OpWorkflowModel class to allow saving/loading metadata with the model:

class OpWorkflowModel { 
   def addMetadata[T <: Product](name: String, value: T): this.type
   def getMetadata[T <: Product](name: String): Try[T]
}

Alternatives Store metadata in custom map in OpParams or in a separate file.

Additional context N/A

貢獻者指南