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

51 lines
2.1 KiB
Scala

package com.twitter.home_mixer.functional_component.feature_hydrator
import com.twitter.gizmoduck.{thriftscala => gt}
import com.twitter.home_mixer.model.HomeFeatures.UserFollowingCountFeature
import com.twitter.home_mixer.model.HomeFeatures.UserScreenNameFeature
import com.twitter.home_mixer.model.HomeFeatures.UserTypeFeature
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.stitch.gizmoduck.Gizmoduck
import javax.inject.Inject
import javax.inject.Singleton
@Singleton
case class GizmoduckUserQueryFeatureHydrator @Inject() (gizmoduck: Gizmoduck)
extends QueryFeatureHydrator[PipelineQuery] {
override val identifier: FeatureHydratorIdentifier = FeatureHydratorIdentifier("GizmoduckUser")
override val features: Set[Feature[_, _]] =
Set(UserFollowingCountFeature, UserTypeFeature, UserScreenNameFeature)
private val queryFields: Set[gt.QueryFields] =
Set(gt.QueryFields.Counts, gt.QueryFields.Safety, gt.QueryFields.Profile)
override def hydrate(query: PipelineQuery): Stitch[FeatureMap] = {
val userId = query.getRequiredUserId
gizmoduck
.getUserById(
userId = userId,
queryFields = queryFields,
context = gt.LookupContext(forUserId = Some(userId), includeSoftUsers = true))
.map { user =>
FeatureMapBuilder()
.add(UserFollowingCountFeature, user.counts.map(_.following.toInt))
.add(UserTypeFeature, Some(user.userType))
.add(UserScreenNameFeature, user.profile.map(_.screenName))
.build()
}
}
override val alerts = Seq(
HomeMixerAlertConfig.BusinessHours.defaultSuccessRateAlert(99.7)
)
}