the-algorithm/product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/feature/featurestorev1/FeatureStoreV1UserCandidateUserIdFeature.scala
twitter-team ef4c5eb65e Twitter Recommendation Algorithm
Please note we have force-pushed a new initial commit in order to remove some publicly-available Twitter user information. Note that this process may be required in the future.
2023-03-31 17:36:31 -05:00

41 lines
1.6 KiB
Scala

package com.twitter.product_mixer.component_library.feature.featurestorev1
import com.twitter.ml.featurestore.catalog.entities
import com.twitter.ml.featurestore.lib.EntityId
import com.twitter.ml.featurestore.lib.UserId
import com.twitter.ml.featurestore.lib.entity.Entity
import com.twitter.ml.featurestore.lib.entity.EntityWithId
import com.twitter.ml.featurestore.lib.feature.{Feature => FSv1Feature}
import com.twitter.product_mixer.component_library.model.candidate.BaseUserCandidate
import com.twitter.product_mixer.core.feature.featuremap.FeatureMap
import com.twitter.product_mixer.core.feature.featurestorev1._
import com.twitter.product_mixer.core.pipeline.PipelineQuery
import com.twitter.timelines.configapi.FSParam
object FeatureStoreV1UserCandidateUserIdFeature {
def apply[Query <: PipelineQuery, Candidate <: BaseUserCandidate, Value](
feature: FSv1Feature[UserId, Value],
legacyName: Option[String] = None,
defaultValue: Option[Value] = None,
enabledParam: Option[FSParam[Boolean]] = None
): FeatureStoreV1CandidateFeature[Query, Candidate, _ <: EntityId, Value] =
FeatureStoreV1CandidateFeature(
feature,
UserCandidateUserIdEntity,
legacyName,
defaultValue,
enabledParam)
}
object UserCandidateUserIdEntity
extends FeatureStoreV1CandidateEntity[PipelineQuery, BaseUserCandidate, UserId] {
override val entity: Entity[UserId] = entities.core.User
override def entityWithId(
query: PipelineQuery,
user: BaseUserCandidate,
existingFeatures: FeatureMap
): EntityWithId[UserId] =
entity.withId(UserId(user.id))
}