the-algorithm/home-mixer/server/src/main/scala/com/twitter/home_mixer/candidate_pipeline/TimelineServiceResponseFeatureTransformer.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

35 lines
1.5 KiB
Scala

package com.twitter.home_mixer.candidate_pipeline
import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature
import com.twitter.home_mixer.model.HomeFeatures.InReplyToTweetIdFeature
import com.twitter.home_mixer.model.HomeFeatures.IsRetweetFeature
import com.twitter.home_mixer.model.HomeFeatures.SourceTweetIdFeature
import com.twitter.home_mixer.model.HomeFeatures.SourceUserIdFeature
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.transformer.CandidateFeatureTransformer
import com.twitter.product_mixer.core.model.common.identifier.TransformerIdentifier
import com.twitter.timelineservice.{thriftscala => t}
object TimelineServiceResponseFeatureTransformer extends CandidateFeatureTransformer[t.Tweet] {
override val identifier: TransformerIdentifier = TransformerIdentifier("TimelineServiceResponse")
override val features: Set[Feature[_, _]] = Set(
AuthorIdFeature,
InReplyToTweetIdFeature,
IsRetweetFeature,
SourceTweetIdFeature,
SourceUserIdFeature,
)
override def transform(candidate: t.Tweet): FeatureMap = FeatureMapBuilder()
.add(AuthorIdFeature, candidate.userId)
.add(InReplyToTweetIdFeature, candidate.inReplyToStatusId)
.add(IsRetweetFeature, candidate.sourceStatusId.isDefined)
.add(SourceTweetIdFeature, candidate.sourceStatusId)
.add(SourceUserIdFeature, candidate.sourceUserId)
.build()
}