the-algorithm/home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/feature_hydrator/UserStateQueryFeatureHydrator.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

55 lines
2.1 KiB
Scala

package com.twitter.home_mixer.functional_component.feature_hydrator
import com.twitter.home_mixer.model.HomeFeatures.UserStateFeature
import com.twitter.home_mixer.service.HomeMixerAlertConfig
import com.twitter.product_mixer.core.feature.Feature
import com.twitter.product_mixer.core.feature.featuremap.FeatureMap
import com.twitter.product_mixer.core.feature.featuremap.FeatureMapBuilder
import com.twitter.product_mixer.core.functional_component.feature_hydrator.QueryFeatureHydrator
import com.twitter.product_mixer.core.model.common.identifier.FeatureHydratorIdentifier
import com.twitter.product_mixer.core.pipeline.PipelineQuery
import com.twitter.stitch.Stitch
import com.twitter.timelines.user_health.{thriftscala => uh}
import com.twitter.timelines.user_health.v1.{thriftscala => uhv1}
import com.twitter.user_session_store.ReadOnlyUserSessionStore
import com.twitter.user_session_store.ReadRequest
import com.twitter.user_session_store.UserSessionDataset
import com.twitter.user_session_store.UserSessionDataset.UserSessionDataset
import javax.inject.Inject
import javax.inject.Singleton
@Singleton
case class UserStateQueryFeatureHydrator @Inject() (
userSessionStore: ReadOnlyUserSessionStore)
extends QueryFeatureHydrator[PipelineQuery] {
override val identifier: FeatureHydratorIdentifier =
FeatureHydratorIdentifier("UserState")
override val features: Set[Feature[_, _]] = Set(UserStateFeature)
private val datasets: Set[UserSessionDataset] = Set(UserSessionDataset.UserHealth)
override def hydrate(query: PipelineQuery): Stitch[FeatureMap] = {
userSessionStore
.read(ReadRequest(query.getRequiredUserId, datasets))
.map { userSession =>
val userState = userSession.flatMap {
_.userHealth match {
case Some(uh.UserHealth.V1(uhv1.UserHealth(userState))) => userState
case _ => None
}
}
FeatureMapBuilder()
.add(UserStateFeature, userState)
.build()
}
}
override val alerts = Seq(
HomeMixerAlertConfig.BusinessHours.defaultSuccessRateAlert(99.9)
)
}