the-algorithm/home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/filter/SocialContextFilter.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

58 lines
2.8 KiB
Scala

package com.twitter.home_mixer.functional_component.filter
import com.twitter.home_mixer.model.HomeFeatures.ConversationModuleFocalTweetIdFeature
import com.twitter.home_mixer.model.HomeFeatures.InNetworkFeature
import com.twitter.home_mixer.model.HomeFeatures.PerspectiveFilteredLikedByUserIdsFeature
import com.twitter.home_mixer.model.HomeFeatures.SGSValidFollowedByUserIdsFeature
import com.twitter.home_mixer.model.HomeFeatures.SGSValidLikedByUserIdsFeature
import com.twitter.home_mixer.model.HomeFeatures.TopicContextFunctionalityTypeFeature
import com.twitter.home_mixer.model.HomeFeatures.TopicIdSocialContextFeature
import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate
import com.twitter.product_mixer.core.feature.featuremap.FeatureMap
import com.twitter.product_mixer.core.functional_component.filter.Filter
import com.twitter.product_mixer.core.functional_component.filter.FilterResult
import com.twitter.product_mixer.core.model.common.CandidateWithFeatures
import com.twitter.product_mixer.core.model.common.identifier.FilterIdentifier
import com.twitter.product_mixer.core.pipeline.PipelineQuery
import com.twitter.stitch.Stitch
object SocialContextFilter extends Filter[PipelineQuery, TweetCandidate] {
override val identifier: FilterIdentifier = FilterIdentifier("SocialContext")
override def apply(
query: PipelineQuery,
candidates: Seq[CandidateWithFeatures[TweetCandidate]]
): Stitch[FilterResult[TweetCandidate]] = {
val validTweetIds = candidates
.filter { candidate =>
candidate.features.getOrElse(InNetworkFeature, true) ||
hasLikedBySocialContext(candidate.features) ||
hasFollowedBySocialContext(candidate.features) ||
hasTopicSocialContext(candidate.features) ||
candidate.features.getOrElse(ConversationModuleFocalTweetIdFeature, None).isDefined
}.map(_.candidate.id).toSet
val (kept, removed) =
candidates.map(_.candidate).partition(candidate => validTweetIds.contains(candidate.id))
Stitch.value(FilterResult(kept = kept, removed = removed))
}
private def hasLikedBySocialContext(candidateFeatures: FeatureMap): Boolean =
candidateFeatures
.getOrElse(SGSValidLikedByUserIdsFeature, Seq.empty)
.exists(
candidateFeatures
.getOrElse(PerspectiveFilteredLikedByUserIdsFeature, Seq.empty)
.toSet.contains
)
private def hasFollowedBySocialContext(candidateFeatures: FeatureMap): Boolean =
candidateFeatures.getOrElse(SGSValidFollowedByUserIdsFeature, Seq.empty).nonEmpty
private def hasTopicSocialContext(candidateFeatures: FeatureMap): Boolean =
candidateFeatures.getOrElse(TopicIdSocialContextFeature, None).isDefined &&
candidateFeatures.getOrElse(TopicContextFunctionalityTypeFeature, None).isDefined
}