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

85 lines
3.9 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.ConversationModuleFocalTweetIdFeature
import com.twitter.home_mixer.model.HomeFeatures.ConversationModuleIdFeature
import com.twitter.home_mixer.model.HomeFeatures.FocalTweetAuthorIdFeature
import com.twitter.home_mixer.model.HomeFeatures.FocalTweetInNetworkFeature
import com.twitter.home_mixer.model.HomeFeatures.FocalTweetRealNamesFeature
import com.twitter.home_mixer.model.HomeFeatures.FocalTweetScreenNamesFeature
import com.twitter.home_mixer.model.HomeFeatures.InNetworkFeature
import com.twitter.home_mixer.model.HomeFeatures.RealNamesFeature
import com.twitter.home_mixer.model.HomeFeatures.ScreenNamesFeature
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.stitch.Stitch
import javax.inject.Inject
import javax.inject.Singleton
/**
* Social context for convo modules is hydrated on the root Tweet but needs info about the focal
* Tweet (e.g. author) to render the banner. This hydrator copies focal Tweet data into the root.
*/
@Singleton
class FocalTweetFeatureHydrator @Inject() ()
extends BulkCandidateFeatureHydrator[PipelineQuery, TweetCandidate] {
override val identifier: FeatureHydratorIdentifier = FeatureHydratorIdentifier("FocalTweet")
override val features: Set[Feature[_, _]] = Set(
FocalTweetAuthorIdFeature,
FocalTweetInNetworkFeature,
FocalTweetRealNamesFeature,
FocalTweetScreenNamesFeature
)
private val DefaultFeatureMap = FeatureMapBuilder()
.add(FocalTweetAuthorIdFeature, None)
.add(FocalTweetInNetworkFeature, None)
.add(FocalTweetRealNamesFeature, None)
.add(FocalTweetScreenNamesFeature, None)
.build()
override def apply(
query: PipelineQuery,
candidates: Seq[CandidateWithFeatures[TweetCandidate]]
): Stitch[Seq[FeatureMap]] = {
// Build a map of all the focal tweets to their corresponding features
val focalTweetIdToFeatureMap = candidates.flatMap { candidate =>
val focalTweetId = candidate.features.getOrElse(ConversationModuleFocalTweetIdFeature, None)
if (focalTweetId.contains(candidate.candidate.id)) {
Some(candidate.candidate.id -> candidate.features)
} else None
}.toMap
val updatedFeatureMap = candidates.map { candidate =>
val focalTweetId = candidate.features.getOrElse(ConversationModuleFocalTweetIdFeature, None)
val conversationId = candidate.features.getOrElse(ConversationModuleIdFeature, None)
// Check if the candidate is a root tweet and ensure its focal tweet's features are available
if (conversationId.contains(candidate.candidate.id)
&& focalTweetId.exists(focalTweetIdToFeatureMap.contains)) {
val featureMap = focalTweetIdToFeatureMap.get(focalTweetId.get).get
FeatureMapBuilder()
.add(FocalTweetAuthorIdFeature, featureMap.getOrElse(AuthorIdFeature, None))
.add(FocalTweetInNetworkFeature, Some(featureMap.getOrElse(InNetworkFeature, true)))
.add(
FocalTweetRealNamesFeature,
Some(featureMap.getOrElse(RealNamesFeature, Map.empty[Long, String])))
.add(
FocalTweetScreenNamesFeature,
Some(featureMap.getOrElse(ScreenNamesFeature, Map.empty[Long, String])))
.build()
} else DefaultFeatureMap
}
Stitch.value(updatedFeatureMap)
}
}