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

68 lines
2.8 KiB
Scala

package com.twitter.home_mixer.functional_component.feature_hydrator
import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature
import com.twitter.home_mixer.model.HomeFeatures.InNetworkFeature
import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate
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.BulkCandidateFeatureHydrator
import com.twitter.product_mixer.core.model.common.CandidateWithFeatures
import com.twitter.product_mixer.core.model.common.identifier.FeatureHydratorIdentifier
import com.twitter.product_mixer.core.pipeline.PipelineQuery
import com.twitter.socialgraph.{thriftscala => sg}
import com.twitter.stitch.Stitch
import com.twitter.stitch.socialgraph.{SocialGraph => SocialGraphStitchClient}
import javax.inject.Inject
import javax.inject.Singleton
@Singleton
class SocialGraphServiceFeatureHydrator @Inject() (socialGraphStitchClient: SocialGraphStitchClient)
extends BulkCandidateFeatureHydrator[PipelineQuery, TweetCandidate] {
override val identifier: FeatureHydratorIdentifier =
FeatureHydratorIdentifier("SocialGraphService")
override val features: Set[Feature[_, _]] = Set(InNetworkFeature)
override def apply(
query: PipelineQuery,
candidates: Seq[CandidateWithFeatures[TweetCandidate]]
): Stitch[Seq[FeatureMap]] = {
val viewerId = query.getRequiredUserId
// We use authorId and not sourceAuthorId here so that retweets are defined as in network
val authorIds = candidates.map(_.features.getOrElse(AuthorIdFeature, None).getOrElse(0L))
val distinctNonSelfAuthorIds = authorIds.filter(_ != viewerId).distinct
val idsRequest = createIdsRequest(
userId = viewerId,
relationshipTypes = Set(sg.RelationshipType.Following),
targetIds = Some(distinctNonSelfAuthorIds)
)
socialGraphStitchClient
.ids(request = idsRequest, requestContext = None)
.map { idResult =>
authorIds.map { authorId =>
// Users cannot follow themselves but this is in network by definition
val isSelfTweet = authorId == viewerId
val inNetworkAuthorIds = idResult.ids.toSet
val isInNetwork = isSelfTweet || inNetworkAuthorIds.contains(authorId) || authorId == 0L
FeatureMapBuilder().add(InNetworkFeature, isInNetwork).build()
}
}
}
private def createIdsRequest(
userId: Long,
relationshipTypes: Set[sg.RelationshipType],
targetIds: Option[Seq[Long]] = None
): sg.IdsRequest = sg.IdsRequest(
relationshipTypes.map { relationshipType =>
sg.SrcRelationship(userId, relationshipType, targets = targetIds)
}.toSeq,
Some(sg.PageRequest(selectAll = Some(true)))
)
}