the-algorithm/home-mixer/server/src/main/scala/com/twitter/home_mixer/util/CachedScoredTweetsHelper.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

50 lines
1.7 KiB
Scala

package com.twitter.home_mixer.util
import com.twitter.home_mixer.model.HomeFeatures.CachedScoredTweetsFeature
import com.twitter.home_mixer.{thriftscala => hmt}
import com.twitter.product_mixer.core.feature.featuremap.FeatureMap
import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier
import com.twitter.snowflake.id.SnowflakeId
import com.twitter.util.Time
object CachedScoredTweetsHelper {
def tweetImpressionsAndCachedScoredTweets(
features: FeatureMap,
candidatePipelineIdentifier: CandidatePipelineIdentifier
): Seq[Long] = {
val tweetImpressions = TweetImpressionsHelper.tweetImpressions(features)
val cachedScoredTweets = features
.getOrElse(CachedScoredTweetsFeature, Seq.empty)
.filter { tweet =>
tweet.candidatePipelineIdentifier.exists(
CandidatePipelineIdentifier(_).equals(candidatePipelineIdentifier))
}.map(_.tweetId)
(tweetImpressions ++ cachedScoredTweets).toSeq
}
def tweetImpressionsAndCachedScoredTweetsInRange(
features: FeatureMap,
candidatePipelineIdentifier: CandidatePipelineIdentifier,
maxNumImpressions: Int,
sinceTime: Time,
untilTime: Time
): Seq[Long] =
tweetImpressionsAndCachedScoredTweets(features, candidatePipelineIdentifier)
.filter { tweetId =>
val creationTime = SnowflakeId.timeFromId(tweetId)
sinceTime <= creationTime && untilTime >= creationTime
}.take(maxNumImpressions)
def unseenCachedScoredTweets(
features: FeatureMap
): Seq[hmt.CachedScoredTweet] = {
val seenTweetIds = TweetImpressionsHelper.tweetImpressions(features)
features
.getOrElse(CachedScoredTweetsFeature, Seq.empty)
.filter(tweet => !seenTweetIds.contains(tweet.tweetId))
}
}