From 65c3a3fe906c79282874c717b93586d403536de8 Mon Sep 17 00:00:00 2001 From: Ari Archer Date: Tue, 23 Jan 2024 19:08:30 +0200 Subject: [PATCH] [docx] split commit for file 1800 Signed-off-by: Ari Archer --- ...ementRealTimeAggregateFeatureHydrator.docx | Bin 0 -> 37577 bytes ...mentRealTimeAggregateFeatureHydrator.scala | 58 -- ...ementRealTimeAggregateFeatureHydrator.docx | Bin 0 -> 37588 bytes ...mentRealTimeAggregateFeatureHydrator.scala | 61 -- ...ementRealTimeAggregateFeatureHydrator.docx | Bin 0 -> 37515 bytes ...mentRealTimeAggregateFeatureHydrator.scala | 57 -- ...ementRealTimeAggregateFeatureHydrator.docx | Bin 0 -> 37579 bytes ...mentRealTimeAggregateFeatureHydrator.scala | 59 -- ...mentRealTimeAggregatesFeatureHydrator.docx | Bin 0 -> 37540 bytes ...entRealTimeAggregatesFeatureHydrator.scala | 56 -- .../product/scored_tweets/filter/BUILD.bazel | 14 - .../product/scored_tweets/filter/BUILD.docx | Bin 0 -> 36887 bytes .../DuplicateConversationTweetsFilter.docx | Bin 0 -> 37349 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/real_time_aggregates/TweetCountryEngagementRealTimeAggregateFeatureHydrator.scala +++ /dev/null @@ -1,58 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.feature_hydrator.real_time_aggregates - -import com.google.inject.name.Named -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.home_mixer.param.HomeMixerInjectionNames.TweetCountryEngagementCache -import com.twitter.home_mixer.util.CandidatesUtil -import com.twitter.ml.api.DataRecord -import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate -import com.twitter.product_mixer.core.feature.FeatureWithDefaultOnFailure -import com.twitter.product_mixer.core.feature.datarecord.DataRecordInAFeature -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.servo.cache.ReadCache -import com.twitter.timelines.data_processing.ml_util.aggregation_framework.AggregateGroup -import com.twitter.timelines.prediction.common.aggregates.real_time.TimelinesOnlineAggregationFeaturesOnlyConfig._ -import javax.inject.Inject -import javax.inject.Singleton - -object TweetCountryEngagementRealTimeAggregateFeature - extends DataRecordInAFeature[TweetCandidate] - with FeatureWithDefaultOnFailure[TweetCandidate, DataRecord] { - override def defaultValue: DataRecord = new DataRecord() -} - -@Singleton -class TweetCountryEngagementRealTimeAggregateFeatureHydrator @Inject() ( - @Named(TweetCountryEngagementCache) override val client: ReadCache[(Long, String), DataRecord], - override val statsReceiver: StatsReceiver) - extends BaseRealTimeAggregateBulkCandidateFeatureHydrator[(Long, String)] { - - override val identifier: FeatureHydratorIdentifier = - FeatureHydratorIdentifier("TweetCountryEngagementRealTimeAggregate") - - override val outputFeature: DataRecordInAFeature[TweetCandidate] = - TweetCountryEngagementRealTimeAggregateFeature - - override val aggregateGroups: Seq[AggregateGroup] = Seq( - tweetCountryRealTimeAggregates, - tweetCountryPrivateEngagementsRealTimeAggregates - ) - - override val aggregateGroupToPrefix: Map[AggregateGroup, String] = Map( - tweetCountryRealTimeAggregates -> "tweet-country_code.timelines.tweet_country_engagement_real_time_aggregates.", - tweetCountryPrivateEngagementsRealTimeAggregates -> "tweet-country_code.timelines.tweet_country_private_engagement_real_time_aggregates." - ) - - override def keysFromQueryAndCandidates( - query: PipelineQuery, - candidates: Seq[CandidateWithFeatures[TweetCandidate]] - ): Seq[Option[(Long, String)]] = { - val countryCode = query.clientContext.countryCode - candidates.map { candidate => - val originalTweetId = CandidatesUtil.getOriginalTweetId(candidate) - 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/real_time_aggregates/TweetEngagementRealTimeAggregateFeatureHydrator.scala b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/real_time_aggregates/TweetEngagementRealTimeAggregateFeatureHydrator.scala deleted file mode 100644 index 99bae79d9..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/real_time_aggregates/TweetEngagementRealTimeAggregateFeatureHydrator.scala +++ /dev/null @@ -1,61 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.feature_hydrator.real_time_aggregates - -import com.google.inject.name.Named -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.home_mixer.param.HomeMixerInjectionNames.TweetEngagementCache -import com.twitter.home_mixer.util.CandidatesUtil -import com.twitter.ml.api.DataRecord -import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate -import com.twitter.product_mixer.core.feature.FeatureWithDefaultOnFailure -import com.twitter.product_mixer.core.feature.datarecord.DataRecordInAFeature -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.servo.cache.ReadCache -import com.twitter.timelines.data_processing.ml_util.aggregation_framework.AggregateGroup -import com.twitter.timelines.prediction.common.aggregates.real_time.TimelinesOnlineAggregationFeaturesOnlyConfig._ -import javax.inject.Inject -import javax.inject.Singleton - -object TweetEngagementRealTimeAggregateFeature - extends DataRecordInAFeature[TweetCandidate] - with FeatureWithDefaultOnFailure[TweetCandidate, DataRecord] { - override def defaultValue: DataRecord = new DataRecord() -} - -@Singleton -class TweetEngagementRealTimeAggregateFeatureHydrator @Inject() ( - @Named(TweetEngagementCache) override val client: ReadCache[Long, DataRecord], - override val statsReceiver: StatsReceiver) - extends BaseRealTimeAggregateBulkCandidateFeatureHydrator[Long] { - - override val identifier: FeatureHydratorIdentifier = - FeatureHydratorIdentifier("TweetEngagementRealTimeAggregate") - - override val outputFeature: DataRecordInAFeature[TweetCandidate] = - TweetEngagementRealTimeAggregateFeature - - override val aggregateGroups: Seq[AggregateGroup] = Seq( - tweetEngagement30MinuteCountsProd, - tweetEngagementTotalCountsProd, - tweetEngagementUserStateRealTimeAggregatesProd, - tweetNegativeEngagementUserStateRealTimeAggregates, - tweetNegativeEngagement6HourCounts, - tweetNegativeEngagementTotalCounts, - tweetShareEngagementsRealTimeAggregates, - tweetBCEDwellEngagementsRealTimeAggregates - ) - - override val aggregateGroupToPrefix: Map[AggregateGroup, String] = Map( - tweetShareEngagementsRealTimeAggregates -> "original_tweet.timelines.tweet_share_engagements_real_time_aggregates.", - tweetBCEDwellEngagementsRealTimeAggregates -> "original_tweet.timelines.tweet_bce_dwell_engagements_real_time_aggregates." - ) - - override def keysFromQueryAndCandidates( - query: PipelineQuery, - candidates: Seq[CandidateWithFeatures[TweetCandidate]] - ): Seq[Option[Long]] = { - candidates - .map(candidate => Some(CandidatesUtil.getOriginalTweetId(candidate))) - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/real_time_aggregates/TwitterListEngagementRealTimeAggregateFeatureHydrator.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/real_time_aggregates/TwitterListEngagementRealTimeAggregateFeatureHydrator.docx new file mode 100644 index 0000000000000000000000000000000000000000..f078f8d69e9735a873747470cc555e37eb21f004 GIT binary patch literal 37515 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"twitter_list.timelines.twitter_list_engagement_real_time_aggregates." - ) - - override def keysFromQueryAndCandidates( - query: PipelineQuery, - candidates: Seq[CandidateWithFeatures[TweetCandidate]] - ): Seq[Option[Long]] = { - candidates.map { candidate => - candidate.features - .getTry(TwitterListIdFeature) - .toOption - .flatten - } - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/real_time_aggregates/UserAuthorEngagementRealTimeAggregateFeatureHydrator.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/real_time_aggregates/UserAuthorEngagementRealTimeAggregateFeatureHydrator.docx new file mode 100644 index 0000000000000000000000000000000000000000..e9fa05120b367d35b2828dfa3667974f0e8e3d24 GIT binary patch literal 37579 zcmagEWmsIvwm*z(a1HM6?he7-J!sHIf}VdZj3KX zV_G=`hAB2Z<<5s_rB<-RyOByyT;jyQAYChu46?{OZ!MSU)Pj3YGL}?kL3)R9wjZXt zIod_GO 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Seq[CandidateWithFeatures[TweetCandidate]] - ): Seq[Option[(Long, Long)]] = { - val userId = query.getRequiredUserId - candidates.map { candidate => - CandidatesUtil - .getOriginalAuthorId(candidate.features) - .map((userId, _)) - } - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/real_time_aggregates/UserEngagementRealTimeAggregatesFeatureHydrator.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/real_time_aggregates/UserEngagementRealTimeAggregatesFeatureHydrator.docx new file mode 100644 index 0000000000000000000000000000000000000000..cb8c1de43344815bca68d1b50c7acd590159338c GIT binary patch literal 37540 zcmagEWmp}_wm*z(a1HM6?hb+A?h-WU#+{7^cXxMp2<{FcxLc4waQFYt%$##(&b{}2 zzcde3wSKZz@2cwVQj&#)!UO{Yg9C#}maJy*+a-|%{M##+~ZXZ`p+FY z+R1-V_Ro+2&{dae?MKKgY4@;p2cXPAywiD`p 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/real_time_aggregates/UserEngagementRealTimeAggregatesFeatureHydrator.scala +++ /dev/null @@ -1,56 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.feature_hydrator.real_time_aggregates - -import com.google.inject.name.Named -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.home_mixer.param.HomeMixerInjectionNames.UserEngagementCache -import com.twitter.ml.api.DataRecord -import com.twitter.product_mixer.core.feature.FeatureWithDefaultOnFailure -import com.twitter.product_mixer.core.feature.datarecord.DataRecordInAFeature -import com.twitter.product_mixer.core.model.common.identifier.FeatureHydratorIdentifier -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.servo.cache.ReadCache -import com.twitter.timelines.data_processing.ml_util.aggregation_framework.AggregateGroup -import com.twitter.timelines.prediction.common.aggregates.real_time.TimelinesOnlineAggregationFeaturesOnlyConfig._ -import javax.inject.Inject -import javax.inject.Singleton - -object UserEngagementRealTimeAggregateFeature - extends DataRecordInAFeature[PipelineQuery] - with FeatureWithDefaultOnFailure[PipelineQuery, DataRecord] { - override def defaultValue: DataRecord = new DataRecord() -} - -@Singleton -class UserEngagementRealTimeAggregatesFeatureHydrator @Inject() ( - @Named(UserEngagementCache) override val client: ReadCache[Long, DataRecord], - override val statsReceiver: StatsReceiver) - extends BaseRealTimeAggregateQueryFeatureHydrator[Long] { - - override val identifier: FeatureHydratorIdentifier = - FeatureHydratorIdentifier("UserEngagementRealTimeAggregates") - - override val outputFeature: DataRecordInAFeature[PipelineQuery] = - UserEngagementRealTimeAggregateFeature - - val aggregateGroups: Seq[AggregateGroup] = Seq( - userEngagementRealTimeAggregatesProd, - userShareEngagementsRealTimeAggregates, - userBCEDwellEngagementsRealTimeAggregates, - userEngagement48HourRealTimeAggregatesProd, - userNegativeEngagementAuthorUserState72HourRealTimeAggregates, - userNegativeEngagementAuthorUserStateRealTimeAggregates, - userProfileEngagementRealTimeAggregates, - ) - - override val aggregateGroupToPrefix: Map[AggregateGroup, String] = Map( - userShareEngagementsRealTimeAggregates -> "user.timelines.user_share_engagements_real_time_aggregates.", - userBCEDwellEngagementsRealTimeAggregates -> "user.timelines.user_bce_dwell_engagements_real_time_aggregates.", - userEngagement48HourRealTimeAggregatesProd -> "user.timelines.user_engagement_48_hour_real_time_aggregates.", - userNegativeEngagementAuthorUserState72HourRealTimeAggregates -> "user.timelines.user_negative_engagement_author_user_state_72_hour_real_time_aggregates.", - userProfileEngagementRealTimeAggregates -> "user.timelines.user_profile_engagement_real_time_aggregates." - ) - - override def keysFromQueryAndCandidates(query: PipelineQuery): Option[Long] = { - Some(query.getRequiredUserId) - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/BUILD.bazel deleted file mode 100644 index 07a2e7cb3..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/BUILD.bazel +++ /dev/null @@ -1,14 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/param", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/util", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/candidate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/filter", - "stitch/stitch-core", - ], -) diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/BUILD.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..ddecb521bca6342722c3719fac1000a8136f612c GIT binary patch literal 36887 zcmagEWmp~Awl<1ua1AcO-Q6X)yE{P_?kqgGTX1)GclQw7EkFXn-M^LY-g|fNbI!eg ziibJJcx8;LS+i=Dk}M;)@@Nsz=_3Y2CYL9S!2&T3* z)93vRCphz7?EtSKddQh*u1;XG)&p1!RaLA8I`MD_oQl9WbXZNnELUD9xr3U@(J0j( z-KYI=CAXJJKXXM(08WRSc>)fX38k{WE9qZTn zijX~q5do;*zT5ROx=(1b9l_L>MO~}vY@%C-d_Mu$1XI?|{eaBYe6#1vJzmqG`_!qU z9i!%Jbrd9p=XEEBoO#?ENJG^?s-Fat&e|DUN~0DuHt>ywZME+IrCR zzf7JM+XJPFSG&8E#r3tY`-l$D_Dn4nGYasR>56TGG)=S@0`r#ow6H?qNCfFNF@|($8ct_Lszt>OY3-ztOM}Z2(XJ6)s5M=E z8Rh^m07cGR!bfoqXsT%nW-K_|g~-y57}sLbhchwdac!B{ 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val identifier: FilterIdentifier = FilterIdentifier("DuplicateConversationTweets") - - override def apply( - query: PipelineQuery, - candidates: Seq[CandidateWithFeatures[TweetCandidate]] - ): Stitch[FilterResult[TweetCandidate]] = { - val allAncestors = candidates - .flatMap(_.features.getOrElse(AncestorsFeature, Seq.empty)) - .map(_.tweetId).toSet - - val (kept, removed) = candidates.partition { candidate => - !allAncestors.contains(CandidatesUtil.getOriginalTweetId(candidate)) - } - - Stitch.value(FilterResult(kept = kept.map(_.candidate), removed = removed.map(_.candidate))) - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/OutOfNetworkCompetitorFilter.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/OutOfNetworkCompetitorFilter.docx new file mode 100644 index 0000000000000000000000000000000000000000..a968fea76558e2c4a206d54f5450d8133bd7c9aa GIT binary patch literal 37250 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/OutOfNetworkCompetitorFilter.scala b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/OutOfNetworkCompetitorFilter.scala deleted file mode 100644 index 3c6024268..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/OutOfNetworkCompetitorFilter.scala +++ /dev/null @@ -1,38 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.filter - -import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature -import com.twitter.home_mixer.model.HomeFeatures.InNetworkFeature -import com.twitter.home_mixer.model.HomeFeatures.IsRetweetFeature -import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam.CompetitorSetParam -import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate -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 OutOfNetworkCompetitorFilter extends Filter[PipelineQuery, TweetCandidate] { - - override val identifier: FilterIdentifier = FilterIdentifier("OutOfNetworkCompetitor") - - override def apply( - query: PipelineQuery, - candidates: Seq[CandidateWithFeatures[TweetCandidate]] - ): Stitch[FilterResult[TweetCandidate]] = { - val competitorAuthors = query.params(CompetitorSetParam) - val (removed, kept) = - candidates.partition(isOutOfNetworkTweetFromCompetitor(_, competitorAuthors)) - - Stitch.value(FilterResult(kept = kept.map(_.candidate), removed = removed.map(_.candidate))) - } - - def isOutOfNetworkTweetFromCompetitor( - candidate: CandidateWithFeatures[TweetCandidate], - competitorAuthors: Set[Long] - ): Boolean = { - !candidate.features.getOrElse(InNetworkFeature, true) && - !candidate.features.getOrElse(IsRetweetFeature, false) && - candidate.features.getOrElse(AuthorIdFeature, None).exists(competitorAuthors.contains) - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/OutOfNetworkCompetitorURLFilter.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/OutOfNetworkCompetitorURLFilter.docx new file mode 100644 index 0000000000000000000000000000000000000000..071b5bc68bf39ac5986a1ccbfa214a0d5ab1fe23 GIT binary patch literal 37266 zcmagEWmp}_wm*z(a1HM6?hb(jcXtW8acAQJf_rdxcX#*T?m+^<-Tyl?bIzGL_ulvY z(mYhv`pH_|Rn@&q@e?EzCKwnP92iUrw`PTML2M#87}zKb7#IeqRYx3P=WJ%@Y@q64 zZ|0=O;)@{S%}0-90jX%$DYQXAr?=fD(!|xYl-cUpKM`aX-n-mn9}D^$hDYgjRo^Z()Y#YEoYe>*M;JYFsDi>l`iA9BNm4 z3Xt6g5do+(KWw|1+{QH6k6>y`BCb`mH_)wuf1CiUgQ%)!4{KeuaZ 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com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam.CompetitorURLSeqParam -import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate -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 OutOfNetworkCompetitorURLFilter extends Filter[PipelineQuery, TweetCandidate] { - - override val identifier: FilterIdentifier = FilterIdentifier("OutOfNetworkCompetitorURL") - - override def apply( - query: PipelineQuery, - candidates: Seq[CandidateWithFeatures[TweetCandidate]] - ): Stitch[FilterResult[TweetCandidate]] = { - val competitorUrls = query.params(CompetitorURLSeqParam).toSet - val (removed, kept) = candidates.partition(hasOutOfNetworkUrlFromCompetitor(_, competitorUrls)) - - Stitch.value(FilterResult(kept = kept.map(_.candidate), removed = removed.map(_.candidate))) - } - - def hasOutOfNetworkUrlFromCompetitor( - candidate: CandidateWithFeatures[TweetCandidate], - competitorUrls: Set[String] - ): Boolean = { - !candidate.features.getOrElse(InNetworkFeature, true) && - !candidate.features.getOrElse(IsRetweetFeature, false) && - candidate.features - .getOrElse(TweetUrlsFeature, Seq.empty).toSet.intersect(competitorUrls).nonEmpty - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/RetweetSourceTweetRemovingFilter.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/RetweetSourceTweetRemovingFilter.docx new file mode 100644 index 0000000000000000000000000000000000000000..d1446109c6706a9ae0759370d61c2034d9ca5e52 GIT binary patch literal 37337 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mju*Oq^!6Y^e?dD^7DH_v26(dqa}X$32{I%Cvqw@dhz9`0@49IK literal 0 HcmV?d00001 diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/RetweetSourceTweetRemovingFilter.scala b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/RetweetSourceTweetRemovingFilter.scala deleted file mode 100644 index 5900756d3..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/RetweetSourceTweetRemovingFilter.scala +++ /dev/null @@ -1,40 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.filter - -import com.twitter.home_mixer.model.HomeFeatures.EarlybirdFeature -import com.twitter.home_mixer.model.HomeFeatures.InReplyToTweetIdFeature -import com.twitter.home_mixer.util.ReplyRetweetUtil -import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate -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 - -/** - * This filter removes source tweets of retweets, added via second EB call in TLR - */ -object RetweetSourceTweetRemovingFilter extends Filter[PipelineQuery, TweetCandidate] { - - override val identifier: FilterIdentifier = FilterIdentifier("RetweetSourceTweetRemoving") - - override def apply( - query: PipelineQuery, - candidates: Seq[CandidateWithFeatures[TweetCandidate]] - ): Stitch[FilterResult[TweetCandidate]] = { - val (kept, removed) = - candidates.partition( - _.features.getOrElse(EarlybirdFeature, None).exists(_.isSourceTweet)) match { - case (sourceTweets, nonSourceTweets) => - val inReplyToTweetIds: Set[Long] = - nonSourceTweets - .filter(ReplyRetweetUtil.isEligibleReply(_)).flatMap( - _.features.getOrElse(InReplyToTweetIdFeature, None)).toSet - val (keptSourceTweets, removedSourceTweets) = sourceTweets - .map(_.candidate) - .partition(candidate => inReplyToTweetIds.contains(candidate.id)) - (nonSourceTweets.map(_.candidate) ++ keptSourceTweets, removedSourceTweets) - } - Stitch.value(FilterResult(kept = kept, removed = removed)) - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/ScoredTweetsSocialContextFilter.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/filter/ScoredTweetsSocialContextFilter.docx new file mode 100644 index 0000000000000000000000000000000000000000..0c03ebc3bf69b6b3fec564cb9c8981f79284d34f GIT binary patch literal 37559 zcmagEb9`Of);}EEZfx6j(xkC%HQYgCtFdj{w(X{|)u2gZ`?q_}x%ZxPpXYhse|A2Z zbBr&>SbMIy)}D$o;1C!fARsUxP-$G6Rmw$iNuVGg<4_8FGDX+mXrbm%zt&fT 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like/follow/topic proof - private val AllowedSources: Set[st.SuggestType] = Set( - st.SuggestType.RankedListTweet, - st.SuggestType.RecommendedTrendTweet, - st.SuggestType.MediaTweet - ) - - override def apply( - query: PipelineQuery, - candidates: Seq[CandidateWithFeatures[TweetCandidate]] - ): Stitch[FilterResult[TweetCandidate]] = { - val validTweetIds = candidates - .filter { candidate => - candidate.features.getOrElse(InNetworkFeature, true) || - candidate.features.getOrElse(SuggestTypeFeature, None).exists(AllowedSources.contains) || - candidate.features.getOrElse(InReplyToTweetIdFeature, None).isDefined || - hasLikedBySocialContext(candidate.features) || - hasFollowedBySocialContext(candidate.features) || - hasTopicSocialContext(candidate.features) - }.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 - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/gate/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/gate/BUILD.bazel deleted file mode 100644 index 6d3fd9b1c..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/gate/BUILD.bazel +++ /dev/null @@ -1,12 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/util", - "home-mixer/thrift/src/main/thrift:thrift-scala", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/gate", - ], -) diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/gate/BUILD.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/gate/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..866f3b43d23db862b6e2a15b33020471b3780402 GIT binary patch literal 36847 zcmagEWmp}_wm*!!dvJGmcL)S`cMH0a;IQ!k!9BRUySsY`?iM5v-2J~ZGv}O{bMJlM 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com.twitter.product_mixer.core.model.common.identifier.GateIdentifier -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.Param - -case class MinCachedTweetsGate( - candidatePipelineIdentifier: CandidatePipelineIdentifier, - minCachedTweetsParam: Param[Int]) - extends Gate[PipelineQuery] { - - override val identifier: GateIdentifier = - GateIdentifier(candidatePipelineIdentifier + identifierSuffix) - - override def shouldContinue(query: PipelineQuery): Stitch[Boolean] = { - val minCachedTweets = query.params(minCachedTweetsParam) - val cachedScoredTweets = - query.features.map(CachedScoredTweetsHelper.unseenCachedScoredTweets).getOrElse(Seq.empty) - val numCachedTweets = cachedScoredTweets.count { tweet => - tweet.candidatePipelineIdentifier.exists( - CandidatePipelineIdentifier(_).equals(candidatePipelineIdentifier)) - } - Stitch.value(numCachedTweets < minCachedTweets) - } -} - -object MinCachedTweetsGate { - val identifierSuffix = "MinCachedTweets" -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/gate/MinTimeSinceLastRequestGate.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/gate/MinTimeSinceLastRequestGate.docx new file mode 100644 index 0000000000000000000000000000000000000000..e9bf9ce0ff3817debb8cb517ac7ab17510e44e01 GIT binary patch literal 37154 zcmagEWmsIvwm*z(a1HM6?hb+A?h-U;Bf+8Z;BLX)-QC?oaJL}A-R0kznRCv}x%a;B zm)%cS)%wX=yQ^yNE+tt=C`>RgFgP%n6mG2wm4etra4@h@7%(slP^+#u!0wBg-4{bO zcY8A@eI_?sn}$Sr#T60MuV*h;t8Jlc!QCvp%EcjJ7a z>eEWWFif%ODR(dlCh*R3(`A;vjZ^I z&FNn6r?|jbcB=dM4AFzm#Ikk#6SW?|qNppPHPDF%gWyyIN1;Qi@}{|S+R5$JR1Sx! zcj!Owjw-pljQhBfJ&5~CX1**kQE6mYry;cZ@q7z4I#-waYE&QB?^NS5L0{)+q3%$- z(o=x!Hi!s7{qfVbo5^)dll>5;wj|_FWmUI_*7b_qj48b6VK&-)AHr@c?m%eeRN z{3`FHpF0Y7omc#GP2?DoXmwu_3G>mqVn023J|Y&Cy_XQ`d0r@5+Z7(YBg=ills5oV z`bQPrsbod&LDgG_00Tn=eHuEN**GyX{k~SjO?-r8MfE)sk{qTivTIbA$X_y$IFQd5 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/gate/MinTimeSinceLastRequestGate.scala +++ /dev/null @@ -1,27 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.gate - -import com.twitter.conversions.DurationOps._ -import com.twitter.home_mixer.model.HomeFeatures.LastNonPollingTimeFeature -import com.twitter.product_mixer.core.functional_component.gate.Gate -import com.twitter.product_mixer.core.model.common.identifier.GateIdentifier -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.stitch.Stitch - -/** - * Gate continues if the amount of time passed since the previous request is greater - * than the configured amount or if the previous request time in not available - */ -object MinTimeSinceLastRequestGate extends Gate[PipelineQuery] { - - override val identifier: GateIdentifier = GateIdentifier("TimeSinceLastRequest") - - private val MinTimeSinceLastRequest = 24.hours - - override def shouldContinue(query: PipelineQuery): Stitch[Boolean] = Stitch.value { - query.features.exists { features => - features - .getOrElse(LastNonPollingTimeFeature, None) - .forall(lnpt => (query.queryTime - lnpt) > MinTimeSinceLastRequest) - } - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/marshaller/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/marshaller/BUILD.bazel deleted file mode 100644 index 4347c1093..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/marshaller/BUILD.bazel +++ /dev/null @@ -1,15 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/model", - "home-mixer/thrift/src/main/thrift:thrift-scala", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/marshaller/response/urt", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/premarshaller", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common", - ], -) diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/marshaller/BUILD.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/marshaller/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..a70dbcd67b44aba3e5ebb645e10bbd6eb9f18e51 GIT binary patch literal 36898 zcmagEWmp~Awl<1ua1AcO-Q6V++}&Ll?kqgG2MF%&?(QCfy9EgZcmGzpd+*)7&pG%0 zDIVq=i-D@A 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/marshaller/ScoredTweetsResponseDomainMarshaller.scala +++ /dev/null @@ -1,22 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.marshaller - -import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsQuery -import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsResponse -import com.twitter.product_mixer.core.functional_component.premarshaller.DomainMarshaller -import com.twitter.product_mixer.core.model.common.identifier.DomainMarshallerIdentifier -import com.twitter.product_mixer.core.model.common.presentation.CandidateWithDetails - -/** - * Creates a domain model of the Scored Tweets product response from the set of candidates selected - */ -object ScoredTweetsResponseDomainMarshaller - extends DomainMarshaller[ScoredTweetsQuery, ScoredTweetsResponse] { - - override val identifier: DomainMarshallerIdentifier = - DomainMarshallerIdentifier("ScoredTweetsResponse") - - 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-import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsResponse -import com.twitter.home_mixer.{thriftscala => t} -import com.twitter.product_mixer.core.feature.featuremap.FeatureMap -import com.twitter.product_mixer.core.functional_component.marshaller.TransportMarshaller -import com.twitter.product_mixer.core.functional_component.marshaller.response.urt.metadata.TopicContextFunctionalityTypeMarshaller -import com.twitter.product_mixer.core.model.common.identifier.TransportMarshallerIdentifier - -/** - * Marshall the domain model into our transport (Thrift) model. - */ -object ScoredTweetsResponseTransportMarshaller - extends TransportMarshaller[ScoredTweetsResponse, t.ScoredTweetsResponse] { - - override val identifier: TransportMarshallerIdentifier = - TransportMarshallerIdentifier("ScoredTweetsResponse") - - override def apply(input: ScoredTweetsResponse): t.ScoredTweetsResponse = { - val scoredTweets = input.scoredTweets.map { tweet => - mkScoredTweet(tweet.candidateIdLong, tweet.features) - } - t.ScoredTweetsResponse(scoredTweets) - } - - private def mkScoredTweet(tweetId: Long, features: FeatureMap): t.ScoredTweet = { - val topicFunctionalityType = features - .getOrElse(TopicContextFunctionalityTypeFeature, None) - .map(TopicContextFunctionalityTypeMarshaller(_)) - - t.ScoredTweet( - tweetId = tweetId, - authorId = features.get(AuthorIdFeature).get, - score = features.get(ScoreFeature), - suggestType = features.get(SuggestTypeFeature), - sourceTweetId = features.getOrElse(SourceTweetIdFeature, None), - sourceUserId = features.getOrElse(SourceUserIdFeature, None), - quotedTweetId = features.getOrElse(QuotedTweetIdFeature, None), - quotedUserId = features.getOrElse(QuotedUserIdFeature, None), - inReplyToTweetId = features.getOrElse(InReplyToTweetIdFeature, None), - inReplyToUserId = features.getOrElse(InReplyToUserIdFeature, None), - directedAtUserId = features.getOrElse(DirectedAtUserIdFeature, None), - inNetwork = Some(features.getOrElse(InNetworkFeature, true)), - sgsValidLikedByUserIds = Some(features.getOrElse(SGSValidLikedByUserIdsFeature, Seq.empty)), - sgsValidFollowedByUserIds = - Some(features.getOrElse(SGSValidFollowedByUserIdsFeature, Seq.empty)), - topicId = features.getOrElse(TopicIdSocialContextFeature, None), - topicFunctionalityType = topicFunctionalityType, - ancestors = Some(features.getOrElse(AncestorsFeature, Seq.empty)), - isReadFromCache = Some(features.getOrElse(IsReadFromCacheFeature, false)), - streamToKafka = Some(features.getOrElse(StreamToKafkaFeature, false)), - exclusiveConversationAuthorId = - features.getOrElse(ExclusiveConversationAuthorIdFeature, None), - authorMetadata = Some( - t.AuthorMetadata( - blueVerified = features.getOrElse(AuthorIsBlueVerifiedFeature, false), - goldVerified = features.getOrElse(AuthorIsGoldVerifiedFeature, false), - grayVerified = features.getOrElse(AuthorIsGrayVerifiedFeature, false), - legacyVerified = features.getOrElse(AuthorIsLegacyVerifiedFeature, false), - creator = features.getOrElse(AuthorIsCreatorFeature, false) - )), - lastScoredTimestampMs = None, - candidatePipelineIdentifier = None, - tweetUrls = None, - perspectiveFilteredLikedByUserIds = - Some(features.getOrElse(PerspectiveFilteredLikedByUserIdsFeature, Seq.empty)), - ) - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/model/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/model/BUILD.bazel deleted file mode 100644 index 6414453db..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/model/BUILD.bazel +++ /dev/null @@ -1,17 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/cursor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - "src/thrift/com/twitter/timelineservice/server/internal:thrift-scala", - ], - exports = [ - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/cursor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - ], -) diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/model/BUILD.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/model/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..d4ceb16991531357d40b047a25b3c871460cc754 GIT binary patch literal 36897 zcmagFWmp{9wm*!!dvJGmcL)&N9fAgJ+-W>Oa1ZY8?(QCfy9EgZcmH>0=A1Kg?!E8( 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com.twitter.conversions.DurationOps._ -import com.twitter.home_mixer.param.decider.DeciderKey -import com.twitter.timelines.configapi.DurationConversion -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.HasDurationConversion -import com.twitter.timelines.configapi.decider.BooleanDeciderParam -import com.twitter.util.Duration - -object ScoredTweetsParam { - val SupportedClientFSName = "scored_tweets_supported_client" - - object CandidatePipeline { - object EnableInNetworkParam - extends BooleanDeciderParam(DeciderKey.EnableScoredTweetsInNetworkCandidatePipeline) - - object EnableTweetMixerParam - extends BooleanDeciderParam(DeciderKey.EnableScoredTweetsTweetMixerCandidatePipeline) - - object EnableUtegParam - extends BooleanDeciderParam(DeciderKey.EnableScoredTweetsUtegCandidatePipeline) - - object EnableFrsParam - extends BooleanDeciderParam(DeciderKey.EnableScoredTweetsFrsCandidatePipeline) - - object EnableListsParam - extends BooleanDeciderParam(DeciderKey.EnableScoredTweetsListsCandidatePipeline) - - object EnablePopularVideosParam - extends BooleanDeciderParam(DeciderKey.EnableScoredTweetsPopularVideosCandidatePipeline) - - object EnableBackfillParam - extends BooleanDeciderParam(DeciderKey.EnableScoredTweetsBackfillCandidatePipeline) - } - - object EnableBackfillCandidatePipelineParam - extends FSParam[Boolean]( - name = "scored_tweets_enable_backfill_candidate_pipeline", - default = true - ) - - object QualityFactor { - object InNetworkMaxTweetsToScoreParam - extends FSBoundedParam[Int]( - name = "scored_tweets_quality_factor_earlybird_max_tweets_to_score", - default = 500, - min = 0, - max = 10000 - ) - - object UtegMaxTweetsToScoreParam - extends FSBoundedParam[Int]( - name = "scored_tweets_quality_factor_uteg_max_tweets_to_score", - default = 500, - min = 0, - max = 10000 - ) - - object FrsMaxTweetsToScoreParam - extends FSBoundedParam[Int]( - name = "scored_tweets_quality_factor_frs_max_tweets_to_score", - default = 500, - min = 0, - max = 10000 - ) - - object TweetMixerMaxTweetsToScoreParam - extends FSBoundedParam[Int]( - name = "scored_tweets_quality_factor_tweet_mixer_max_tweets_to_score", - default = 500, - min = 0, - max = 10000 - ) - - object ListsMaxTweetsToScoreParam - extends FSBoundedParam[Int]( - name = "scored_tweets_quality_factor_lists_max_tweets_to_score", - default = 500, - min = 0, - max = 100 - ) - - object PopularVideosMaxTweetsToScoreParam - extends FSBoundedParam[Int]( - name = "scored_tweets_quality_factor_popular_videos_max_tweets_to_score", - default = 40, - min = 0, - max = 10000 - ) - - object BackfillMaxTweetsToScoreParam - extends FSBoundedParam[Int]( - name = "scored_tweets_quality_factor_backfill_max_tweets_to_score", - default = 500, - min = 0, - max = 10000 - ) - } - - object ServerMaxResultsParam - extends FSBoundedParam[Int]( - name = "scored_tweets_server_max_results", - default = 120, - min = 1, - max = 500 - ) - - object MaxInNetworkResultsParam - extends FSBoundedParam[Int]( - name = "scored_tweets_max_in_network_results", - default = 60, - min = 1, - max = 500 - ) - - object MaxOutOfNetworkResultsParam - extends FSBoundedParam[Int]( - name = "scored_tweets_max_out_of_network_results", - default = 60, - min = 1, - max = 500 - ) - - object CachedScoredTweets { - object TTLParam - extends FSBoundedParam[Duration]( - name = "scored_tweets_cached_scored_tweets_ttl_minutes", - default = 3.minutes, - min = 0.minute, - max = 60.minutes - ) - with HasDurationConversion { - override val durationConversion: DurationConversion = DurationConversion.FromMinutes - } - - object MinCachedTweetsParam - extends FSBoundedParam[Int]( - name = "scored_tweets_cached_scored_tweets_min_cached_tweets", - default = 30, - min = 0, - max = 1000 - ) - } - - object Scoring { - object HomeModelParam - extends FSParam[String](name = "scored_tweets_home_model", default = "Home") - - object ModelWeights { - - object FavParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_fav", - default = 1.0, - min = 0.0, - max = 100.0 - ) - - object RetweetParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_retweet", - default = 1.0, - min = 0.0, - max = 100.0 - ) - - object ReplyParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_reply", - default = 1.0, - min = 0.0, - max = 100.0 - ) - - object GoodProfileClickParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_good_profile_click", - default = 1.0, - min = 0.0, - max = 1000000.0 - ) - - object VideoPlayback50Param - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_video_playback50", - default = 1.0, - min = 0.0, - max = 100.0 - ) - - object ReplyEngagedByAuthorParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_reply_engaged_by_author", - default = 1.0, - min = 0.0, - max = 200.0 - ) - - object GoodClickParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_good_click", - default = 1.0, - min = 0.0, - max = 1000000.0 - ) - - object GoodClickV2Param - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_good_click_v2", - default = 1.0, - min = 0.0, - max = 1000000.0 - ) - - object TweetDetailDwellParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_tweet_detail_dwell", - default = 0.0, - min = 0.0, - max = 100.0 - ) - - object ProfileDwelledParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_profile_dwelled", - default = 0.0, - min = 0.0, - max = 100.0 - ) - - object BookmarkParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_bookmark", - default = 0.0, - min = 0.0, - max = 100.0 - ) - - object ShareParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_share", - default = 0.0, - min = 0.0, - max = 100.0 - ) - - object ShareMenuClickParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_share_menu_click", - default = 0.0, - min = 0.0, - max = 100.0 - ) - - object NegativeFeedbackV2Param - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_negative_feedback_v2", - default = 1.0, - min = -1000.0, - max = 0.0 - ) - - object ReportParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_report", - default = 1.0, - min = -20000.0, - max = 0.0 - ) - - object WeakNegativeFeedbackParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_weak_negative_feedback", - default = 0.0, - min = -1000.0, - max = 0.0 - ) - - object StrongNegativeFeedbackParam - extends FSBoundedParam[Double]( - name = "scored_tweets_model_weight_strong_negative_feedback", - default = 0.0, - min = -1000.0, - max = 0.0 - ) - } - } - - object EnableSimClustersSimilarityFeatureHydrationDeciderParam - extends BooleanDeciderParam(decider = DeciderKey.EnableSimClustersSimilarityFeatureHydration) - - object CompetitorSetParam - extends FSParam[Set[Long]](name = "scored_tweets_competitor_list", default = Set.empty) - - object CompetitorURLSeqParam - extends FSParam[Seq[String]](name = "scored_tweets_competitor_url_list", default = Seq.empty) - - object BlueVerifiedAuthorInNetworkMultiplierParam - extends FSBoundedParam[Double]( - name = "scored_tweets_blue_verified_author_in_network_multiplier", - default = 4.0, - min = 0.0, - max = 100.0 - ) - - object BlueVerifiedAuthorOutOfNetworkMultiplierParam - extends FSBoundedParam[Double]( - name = "scored_tweets_blue_verified_author_out_of_network_multiplier", - default = 2.0, - min = 0.0, - max = 100.0 - ) - - object CreatorInNetworkMultiplierParam - extends FSBoundedParam[Double]( - name = "scored_tweets_creator_in_network_multiplier", - default = 1.1, - min = 0.0, - max = 100.0 - ) - - object CreatorOutOfNetworkMultiplierParam - extends FSBoundedParam[Double]( - name = "scored_tweets_creator_out_of_network_multiplier", - default = 1.3, - min = 0.0, - max = 100.0 - ) - - object OutOfNetworkScaleFactorParam - extends FSBoundedParam[Double]( - name = "scored_tweets_out_of_network_scale_factor", - default = 1.0, - min = 0.0, - max = 100.0 - ) - - object EnableScribeScoredCandidatesParam - extends FSParam[Boolean](name = "scored_tweets_enable_scribing", default = false) - - object EarlybirdTensorflowModel { - - object InNetworkParam - extends FSParam[String]( - name = "scored_tweets_in_network_earlybird_tensorflow_model", - default = "timelines_recap_replica") - - object FrsParam - extends FSParam[String]( - name = "scored_tweets_frs_earlybird_tensorflow_model", - default = "timelines_rectweet_replica") - - object UtegParam - extends FSParam[String]( - name = "scored_tweets_uteg_earlybird_tensorflow_model", - default = "timelines_rectweet_replica") - } - -} diff --git 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javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class ScoredTweetsParamConfig @Inject() () extends ProductParamConfig { - override val enabledDeciderKey: DeciderKeyName = DeciderKey.EnableScoredTweetsProduct - override val supportedClientFSName: String = SupportedClientFSName - - override val booleanDeciderOverrides = Seq( - CandidatePipeline.EnableBackfillParam, - CandidatePipeline.EnableTweetMixerParam, - CandidatePipeline.EnableFrsParam, - CandidatePipeline.EnableInNetworkParam, - CandidatePipeline.EnableListsParam, - CandidatePipeline.EnablePopularVideosParam, - CandidatePipeline.EnableUtegParam, - ScoredTweetsParam.EnableSimClustersSimilarityFeatureHydrationDeciderParam - ) - - override val booleanFSOverrides = Seq( - EnableBackfillCandidatePipelineParam, - EnableScribeScoredCandidatesParam - ) - - override val boundedIntFSOverrides = Seq( - CachedScoredTweets.MinCachedTweetsParam, - MaxInNetworkResultsParam, - MaxOutOfNetworkResultsParam, - QualityFactor.BackfillMaxTweetsToScoreParam, - QualityFactor.TweetMixerMaxTweetsToScoreParam, - QualityFactor.FrsMaxTweetsToScoreParam, - QualityFactor.InNetworkMaxTweetsToScoreParam, - QualityFactor.ListsMaxTweetsToScoreParam, - QualityFactor.PopularVideosMaxTweetsToScoreParam, - QualityFactor.UtegMaxTweetsToScoreParam, - ServerMaxResultsParam - ) - - override val boundedDurationFSOverrides = Seq( - CachedScoredTweets.TTLParam - ) - - override val stringFSOverrides = Seq( - Scoring.HomeModelParam, - EarlybirdTensorflowModel.InNetworkParam, - EarlybirdTensorflowModel.FrsParam, - EarlybirdTensorflowModel.UtegParam - ) - - override val boundedDoubleFSOverrides = Seq( - BlueVerifiedAuthorInNetworkMultiplierParam, - BlueVerifiedAuthorOutOfNetworkMultiplierParam, - CreatorInNetworkMultiplierParam, - CreatorOutOfNetworkMultiplierParam, - OutOfNetworkScaleFactorParam, - // Model Weights - Scoring.ModelWeights.FavParam, - Scoring.ModelWeights.ReplyParam, - Scoring.ModelWeights.RetweetParam, - Scoring.ModelWeights.GoodClickParam, - Scoring.ModelWeights.GoodClickV2Param, - Scoring.ModelWeights.GoodProfileClickParam, - Scoring.ModelWeights.ReplyEngagedByAuthorParam, - Scoring.ModelWeights.VideoPlayback50Param, - Scoring.ModelWeights.ReportParam, - Scoring.ModelWeights.NegativeFeedbackV2Param, - Scoring.ModelWeights.TweetDetailDwellParam, - Scoring.ModelWeights.ProfileDwelledParam, - Scoring.ModelWeights.BookmarkParam, - Scoring.ModelWeights.ShareParam, - Scoring.ModelWeights.ShareMenuClickParam, - Scoring.ModelWeights.StrongNegativeFeedbackParam, - Scoring.ModelWeights.WeakNegativeFeedbackParam - ) - - override val longSetFSOverrides = Seq( - CompetitorSetParam - ) - - override val stringSeqFSOverrides = Seq( - CompetitorURLSeqParam - ) -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/BUILD.bazel deleted file mode 100644 index 15fc94f47..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/BUILD.bazel +++ /dev/null @@ -1,23 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - dependencies = [ - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/param", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/util", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/util/earlybird", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/transformer", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - 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z@8}{7c!FX8wr(%FS?GO7gjsi+(H(>6NuryA-qk{w@}&hDDkvQ um} -import com.twitter.home_mixer.model.HomeFeatures.UserStateFeature -import com.twitter.home_mixer.model.request.HasDeviceContext -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.FrsSeedUserIdsFeature -import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam -import com.twitter.home_mixer.product.scored_tweets.query_transformer.TimelineRankerFrsQueryTransformer._ -import com.twitter.product_mixer.core.functional_component.transformer.CandidatePipelineQueryTransformer -import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.quality_factor.HasQualityFactorStatus -import com.twitter.timelineranker.{thriftscala => t} -import com.twitter.timelines.common.model.TweetKindOption -import com.twitter.timelines.model.candidate.CandidateTweetSourceId - -object TimelineRankerFrsQueryTransformer { - private val DefaultSinceDuration = 24.hours - private val ExpandedSinceDuration = 48.hours - private val MaxTweetsToFetch = 100 - - private val tweetKindOptions: TweetKindOption.ValueSet = - TweetKindOption(includeOriginalTweetsAndQuotes = true) - - private val UserStatesForExtendedSinceDuration: Set[um.UserState] = Set( - um.UserState.Light, - um.UserState.MediumNonTweeter, - um.UserState.MediumTweeter, - um.UserState.NearZero, - um.UserState.New, - um.UserState.VeryLight - ) -} - -case class TimelineRankerFrsQueryTransformer[ - Query <: PipelineQuery with HasQualityFactorStatus with HasDeviceContext -]( - override val candidatePipelineIdentifier: CandidatePipelineIdentifier, - override val maxTweetsToFetch: Int = MaxTweetsToFetch) - extends CandidatePipelineQueryTransformer[Query, t.RecapQuery] - with TimelineRankerQueryTransformer[Query] { - - override val candidateTweetSourceId = CandidateTweetSourceId.FrsTweet - override val options = tweetKindOptions - - override def getTensorflowModel(query: Query): Option[String] = { - Some(query.params(ScoredTweetsParam.EarlybirdTensorflowModel.FrsParam)) - } - - override def seedAuthorIds(query: Query): Option[Seq[Long]] = { - query.features.flatMap(_.getOrElse(FrsSeedUserIdsFeature, None)) - } - - override def transform(input: Query): t.RecapQuery = { - val userState = input.features.get.getOrElse(UserStateFeature, None) - - val sinceDuration = - if (userState.exists(UserStatesForExtendedSinceDuration.contains)) ExpandedSinceDuration - else DefaultSinceDuration - - buildTimelineRankerQuery(input, sinceDuration).toThriftRecapQuery - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/TimelineRankerInNetworkQueryTransformer.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/TimelineRankerInNetworkQueryTransformer.docx new file mode 100644 index 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/TimelineRankerInNetworkQueryTransformer.scala +++ /dev/null @@ -1,63 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.query_transformer - -import com.twitter.conversions.DurationOps._ -import com.twitter.core_workflows.user_model.{thriftscala => um} -import com.twitter.home_mixer.model.HomeFeatures.UserStateFeature -import com.twitter.home_mixer.model.request.HasDeviceContext -import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam -import com.twitter.home_mixer.product.scored_tweets.query_transformer.TimelineRankerInNetworkQueryTransformer._ -import com.twitter.product_mixer.core.functional_component.transformer.CandidatePipelineQueryTransformer -import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.quality_factor.HasQualityFactorStatus -import com.twitter.timelineranker.{thriftscala => t} -import com.twitter.timelines.common.model.TweetKindOption -import com.twitter.timelines.model.candidate.CandidateTweetSourceId - -object TimelineRankerInNetworkQueryTransformer { - private val DefaultSinceDuration = 24.hours - private val ExpandedSinceDuration = 48.hours - private val MaxTweetsToFetch = 600 - - private val tweetKindOptions: TweetKindOption.ValueSet = TweetKindOption( - includeReplies = true, - includeRetweets = true, - includeOriginalTweetsAndQuotes = true, - includeExtendedReplies = true - ) - - private val UserStatesForExtendedSinceDuration: Set[um.UserState] = Set( - um.UserState.Light, - um.UserState.MediumNonTweeter, - um.UserState.MediumTweeter, - um.UserState.NearZero, - um.UserState.New, - um.UserState.VeryLight - ) -} - -case class TimelineRankerInNetworkQueryTransformer[ - Query <: PipelineQuery with HasQualityFactorStatus with HasDeviceContext -]( - override val candidatePipelineIdentifier: CandidatePipelineIdentifier, - override val maxTweetsToFetch: Int = MaxTweetsToFetch) - extends CandidatePipelineQueryTransformer[Query, t.RecapQuery] - with TimelineRankerQueryTransformer[Query] { - - override val candidateTweetSourceId = CandidateTweetSourceId.RecycledTweet - override val options = tweetKindOptions - - override def getTensorflowModel(query: Query): Option[String] = { - Some(query.params(ScoredTweetsParam.EarlybirdTensorflowModel.InNetworkParam)) - } - - override def transform(input: Query): t.RecapQuery = { - val userState = input.features.get.getOrElse(UserStateFeature, None) - - val sinceDuration = - if (userState.exists(UserStatesForExtendedSinceDuration.contains)) ExpandedSinceDuration - else DefaultSinceDuration - - buildTimelineRankerQuery(input, sinceDuration).toThriftRecapQuery - } -} diff --git 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b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/TimelineRankerQueryTransformer.scala deleted file mode 100644 index e187a0aa0..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/TimelineRankerQueryTransformer.scala +++ /dev/null @@ -1,108 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.query_transformer - -import com.twitter.home_mixer.model.HomeFeatures.RealGraphInNetworkScoresFeature -import com.twitter.home_mixer.model.request.HasDeviceContext -import com.twitter.home_mixer.product.scored_tweets.query_transformer.TimelineRankerQueryTransformer._ -import com.twitter.home_mixer.util.CachedScoredTweetsHelper -import com.twitter.home_mixer.util.earlybird.EarlybirdRequestUtil -import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.quality_factor.HasQualityFactorStatus -import com.twitter.timelineranker.{model => tlr} -import com.twitter.timelines.common.model.TweetKindOption -import com.twitter.timelines.earlybird.common.options.EarlybirdOptions -import com.twitter.timelines.earlybird.common.options.EarlybirdScoringModelConfig -import com.twitter.timelines.earlybird.common.utils.SearchOperator -import com.twitter.timelines.model.UserId -import com.twitter.timelines.model.candidate.CandidateTweetSourceId -import com.twitter.timelines.util.SnowflakeSortIndexHelper -import com.twitter.util.Duration -import com.twitter.util.Time - -object TimelineRankerQueryTransformer { - - /** - * Specifies the maximum number of excluded tweet ids to include in the search index query. - * Earlybird's named multi term disjunction map feature supports up to 1500 tweet ids. - */ - private val EarlybirdMaxExcludedTweets = 1500 - - /** - * Maximum number of query hits each earlybird shard is allowed to accumulate before - * early-terminating the query and reducing the hits to MaxNumEarlybirdResults. - */ - private val EarlybirdMaxHits = 1000 - - /** - * Maximum number of results TLR should retrieve from each earlybird shard. - */ - private val EarlybirdMaxResults = 300 -} - -trait TimelineRankerQueryTransformer[ - Query <: PipelineQuery with HasQualityFactorStatus with HasDeviceContext] { - def maxTweetsToFetch: Int - def options: TweetKindOption.ValueSet = TweetKindOption.Default - def candidateTweetSourceId: CandidateTweetSourceId.Value - def utegLikedByTweetsOptions(query: Query): Option[tlr.UtegLikedByTweetsOptions] = None - def seedAuthorIds(query: Query): Option[Seq[Long]] = None - def candidatePipelineIdentifier: CandidatePipelineIdentifier - def earlybirdModels: Seq[EarlybirdScoringModelConfig] = - EarlybirdRequestUtil.EarlybirdScoringModels.UnifiedEngagementProd - def getTensorflowModel(query: Query): Option[String] = None - - def buildTimelineRankerQuery(query: Query, sinceDuration: Duration): tlr.RecapQuery = { - val sinceTime: Time = sinceDuration.ago - val untilTime: Time = Time.now - - val fromTweetIdExclusive = SnowflakeSortIndexHelper.timestampToFakeId(sinceTime) - val toTweetIdExclusive = SnowflakeSortIndexHelper.timestampToFakeId(untilTime) - val range = tlr.TweetIdRange(Some(fromTweetIdExclusive), Some(toTweetIdExclusive)) - - val excludedTweetIds = query.features.map { featureMap => - CachedScoredTweetsHelper.tweetImpressionsAndCachedScoredTweetsInRange( - featureMap, - candidatePipelineIdentifier, - EarlybirdMaxExcludedTweets, - sinceTime, - untilTime) - } - - val maxCount = - (query.getQualityFactorCurrentValue(candidatePipelineIdentifier) * maxTweetsToFetch).toInt - - val authorScoreMap = query.features - .map(_.getOrElse(RealGraphInNetworkScoresFeature, Map.empty[UserId, Double])) - .getOrElse(Map.empty) - - val deviceContext = - query.deviceContext.map(_.toTimelineServiceDeviceContext(query.clientContext)) - - val tensorflowModel = getTensorflowModel(query) - - val earlyBirdOptions = EarlybirdOptions( - maxNumHitsPerShard = EarlybirdMaxHits, - maxNumResultsPerShard = EarlybirdMaxResults, - models = earlybirdModels, - authorScoreMap = authorScoreMap, - skipVeryRecentTweets = true, - tensorflowModel = tensorflowModel - ) - - tlr.RecapQuery( - userId = query.getRequiredUserId, - maxCount = Some(maxCount), - range = Some(range), - options = options, - searchOperator = SearchOperator.Exclude, - earlybirdOptions = Some(earlyBirdOptions), - deviceContext = deviceContext, - authorIds = seedAuthorIds(query), - excludedTweetIds = excludedTweetIds, - utegLikedByTweetsOptions = utegLikedByTweetsOptions(query), - searchClientSubId = None, - candidateTweetSourceId = Some(candidateTweetSourceId), - hydratesContentFeatures = Some(false) - ) - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/TimelineRankerUtegQueryTransformer.docx 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com.twitter.home_mixer.product.scored_tweets.query_transformer - -import com.twitter.conversions.DurationOps._ -import com.twitter.home_mixer.model.HomeFeatures.RealGraphInNetworkScoresFeature -import com.twitter.home_mixer.model.request.HasDeviceContext -import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam -import com.twitter.home_mixer.product.scored_tweets.query_transformer.TimelineRankerUtegQueryTransformer._ -import com.twitter.home_mixer.util.earlybird.EarlybirdRequestUtil -import com.twitter.product_mixer.core.functional_component.transformer.CandidatePipelineQueryTransformer -import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.quality_factor.HasQualityFactorStatus -import com.twitter.timelineranker.{model => tlr} -import com.twitter.timelineranker.{thriftscala => t} -import com.twitter.timelines.common.model.TweetKindOption -import com.twitter.timelines.earlybird.common.options.EarlybirdScoringModelConfig -import com.twitter.timelines.model.UserId -import com.twitter.timelines.model.candidate.CandidateTweetSourceId - -object TimelineRankerUtegQueryTransformer { - private val SinceDuration = 24.hours - private val MaxTweetsToFetch = 300 - private val MaxUtegCandidates = 800 - - private val tweetKindOptions = - TweetKindOption(includeOriginalTweetsAndQuotes = true, includeReplies = true) - - def utegEarlybirdModels: Seq[EarlybirdScoringModelConfig] = - EarlybirdRequestUtil.EarlybirdScoringModels.UnifiedEngagementRectweet -} - -case class TimelineRankerUtegQueryTransformer[ - Query <: PipelineQuery with HasQualityFactorStatus with HasDeviceContext -]( - override val candidatePipelineIdentifier: CandidatePipelineIdentifier, - override val maxTweetsToFetch: Int = MaxTweetsToFetch) - extends CandidatePipelineQueryTransformer[Query, t.UtegLikedByTweetsQuery] - with TimelineRankerQueryTransformer[Query] { - - override val candidateTweetSourceId = CandidateTweetSourceId.RecommendedTweet - override val options = tweetKindOptions - override val earlybirdModels = utegEarlybirdModels - override def getTensorflowModel(query: Query): Option[String] = { - Some(query.params(ScoredTweetsParam.EarlybirdTensorflowModel.UtegParam)) - } - - override def utegLikedByTweetsOptions(input: Query): Option[tlr.UtegLikedByTweetsOptions] = Some( - tlr.UtegLikedByTweetsOptions( - utegCount = MaxUtegCandidates, - isInNetwork = false, - weightedFollowings = input.features - .map(_.getOrElse(RealGraphInNetworkScoresFeature, Map.empty[UserId, Double])) - .getOrElse(Map.empty) - ) - ) - - override def transform(input: Query): t.UtegLikedByTweetsQuery = - buildTimelineRankerQuery(input, SinceDuration).toThriftUtegLikedByTweetsQuery -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/BUILD.bazel deleted file mode 100644 index a337a328b..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/BUILD.bazel +++ /dev/null @@ -1,23 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - dependencies = [ - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/util", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/util/earlybird", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/feature_hydrator/query/social_graph", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/transformer", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - "src/thrift/com/twitter/search:earlybird-scala", - "timelines:util", - "timelines/src/main/scala/com/twitter/timelines/clients/relevance_search", - "timelines/src/main/scala/com/twitter/timelines/common/model", - "timelines/src/main/scala/com/twitter/timelines/earlybird/common/utils", - "timelines/src/main/scala/com/twitter/timelines/model/candidate", - "timelines/src/main/scala/com/twitter/timelines/model/types", - "timelines/src/main/scala/com/twitter/timelines/util/stats", - ], -) diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/BUILD.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/BUILD.docx new file mode 100644 index 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/EarlybirdFrsQueryTransformer.scala b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/EarlybirdFrsQueryTransformer.scala deleted file mode 100644 index 9b2ac341e..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/EarlybirdFrsQueryTransformer.scala +++ /dev/null @@ -1,41 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.query_transformer.earlybird - -import com.twitter.conversions.DurationOps._ -import com.twitter.home_mixer.model.request.HasDeviceContext -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.FrsSeedUserIdsFeature -import com.twitter.home_mixer.product.scored_tweets.query_transformer.earlybird.EarlybirdFrsQueryTransformer._ -import com.twitter.product_mixer.core.functional_component.transformer.CandidatePipelineQueryTransformer -import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.quality_factor.HasQualityFactorStatus -import com.twitter.search.earlybird.{thriftscala => eb} -import com.twitter.timelines.common.model.TweetKindOption - -object EarlybirdFrsQueryTransformer { - private val SinceDuration = 24.hours - private val MaxTweetsToFetch = 100 - private val TensorflowModel = Some("timelines_rectweet_replica") - - private val TweetKindOptions: TweetKindOption.ValueSet = - TweetKindOption(includeOriginalTweetsAndQuotes = true) -} - -case class EarlybirdFrsQueryTransformer[ - Query <: PipelineQuery with HasQualityFactorStatus with HasDeviceContext -]( - candidatePipelineIdentifier: CandidatePipelineIdentifier, - override val clientId: Option[String]) - extends CandidatePipelineQueryTransformer[Query, eb.EarlybirdRequest] - with EarlybirdQueryTransformer[Query] { - - override val tweetKindOptions: TweetKindOption.ValueSet = TweetKindOptions - override val maxTweetsToFetch: Int = MaxTweetsToFetch - override val tensorflowModel: Option[String] = TensorflowModel - - override def transform(query: Query): eb.EarlybirdRequest = { - val seedUserIds = query.features - .flatMap(_.getOrElse(FrsSeedUserIdsFeature, None)) - .getOrElse(Seq.empty).toSet - buildEarlybirdQuery(query, SinceDuration, seedUserIds) - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/EarlybirdInNetworkQueryTransformer.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/EarlybirdInNetworkQueryTransformer.docx new file mode 100644 index 0000000000000000000000000000000000000000..bc5448bbfd2bcf24672efd20f3c3fdb15a06eecc GIT binary patch literal 37649 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znX6l~s7EkD`LN{77jhEaJ3p;b_?MU((f7fs_SA$cCL(VnxO5H|>O8ENmymge`2~B@ zllI=zx|ew4pIqvXpE_}S+TmwYIH$e6t30RuobQ?S!nfO(q^0%BOtsDYG-b~2W#{%( zUwhMZsCv!OZIdn;Rach!zI~+nqw22Q!RYs&*H3xk5nO!w)wOoHx+fR6zLu-5dAw}- zyt-#MpUbCy#(UT`7-rP`G{e1%G&vV7fuZ}pcoGG0C&DYA`J6LP?)=#t zv~=QBU<>sWaLf(V?SO#>pcn%~v@>upI5n>%KBTfBwKx{kIzu<0Qq9}p2TK^X9AU61ZosS(fAxF0oYLKg|ag6qnH%H2Q{gm+MQ2pp*$mm9(_rDQFs5W8kjiVcY-qA%E@E64ZY~5aTv(WpF2(!L5qdNxC zlSDTKy{m;Vg|`(NDkvQ um} -import com.twitter.home_mixer.model.HomeFeatures.UserStateFeature -import com.twitter.home_mixer.model.request.HasDeviceContext -import com.twitter.home_mixer.product.scored_tweets.query_transformer.earlybird.EarlybirdInNetworkQueryTransformer._ -import com.twitter.product_mixer.component_library.feature_hydrator.query.social_graph.SGSFollowedUsersFeature -import com.twitter.product_mixer.core.functional_component.transformer.CandidatePipelineQueryTransformer -import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.quality_factor.HasQualityFactorStatus -import com.twitter.search.earlybird.{thriftscala => eb} -import com.twitter.timelines.common.model.TweetKindOption - -object EarlybirdInNetworkQueryTransformer { - private val DefaultSinceDuration = 24.hours - private val ExpandedSinceDuration = 48.hours - private val MaxTweetsToFetch = 600 - private val TensorflowModel = Some("timelines_recap_replica") - - private val TweetKindOptions: TweetKindOption.ValueSet = TweetKindOption( - includeReplies = true, - includeRetweets = true, - includeOriginalTweetsAndQuotes = true, - includeExtendedReplies = true - ) - - private val UserStatesForExtendedSinceDuration: Set[um.UserState] = Set( - um.UserState.Light, - um.UserState.MediumNonTweeter, - um.UserState.MediumTweeter, - um.UserState.NearZero, - um.UserState.New, - um.UserState.VeryLight - ) -} - -case class EarlybirdInNetworkQueryTransformer[ - Query <: PipelineQuery with HasQualityFactorStatus with HasDeviceContext -]( - candidatePipelineIdentifier: CandidatePipelineIdentifier, - override val clientId: Option[String]) - extends CandidatePipelineQueryTransformer[Query, eb.EarlybirdRequest] - with EarlybirdQueryTransformer[Query] { - - override val tweetKindOptions: TweetKindOption.ValueSet = TweetKindOptions - override val maxTweetsToFetch: Int = MaxTweetsToFetch - override val tensorflowModel: Option[String] = TensorflowModel - - override def transform(query: Query): eb.EarlybirdRequest = { - - val userState = query.features.get.getOrElse(UserStateFeature, None) - - val sinceDuration = - if (userState.exists(UserStatesForExtendedSinceDuration.contains)) ExpandedSinceDuration - else DefaultSinceDuration - - val followedUserIds = - query.features - .map( - _.getOrElse( - SGSFollowedUsersFeature, - Seq.empty)).toSeq.flatten.toSet + query.getRequiredUserId - - buildEarlybirdQuery(query, sinceDuration, followedUserIds) - } -} diff --git 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/query_transformer/earlybird/EarlybirdQueryTransformer.scala +++ /dev/null @@ -1,70 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.query_transformer.earlybird - -import com.twitter.home_mixer.model.HomeFeatures.RealGraphInNetworkScoresFeature -import com.twitter.home_mixer.model.request.HasDeviceContext -import com.twitter.home_mixer.util.CachedScoredTweetsHelper -import com.twitter.home_mixer.util.earlybird.EarlybirdRequestUtil -import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.product_mixer.core.quality_factor.HasQualityFactorStatus -import com.twitter.search.earlybird.{thriftscala => eb} -import com.twitter.timelines.clients.relevance_search.SearchClient.TweetTypes -import com.twitter.timelines.common.model.TweetKindOption -import com.twitter.timelines.util.SnowflakeSortIndexHelper -import com.twitter.util.Duration -import com.twitter.util.Time - -trait EarlybirdQueryTransformer[ - Query <: PipelineQuery with HasQualityFactorStatus with HasDeviceContext] { - - def candidatePipelineIdentifier: CandidatePipelineIdentifier - def clientId: Option[String] = None - def maxTweetsToFetch: Int = 100 - def tweetKindOptions: TweetKindOption.ValueSet - def tensorflowModel: Option[String] = None - - private val EarlybirdMaxExcludedTweets = 1500 - - def buildEarlybirdQuery( - query: Query, - sinceDuration: Duration, - followedUserIds: Set[Long] = Set.empty - ): eb.EarlybirdRequest = { - val sinceTime: Time = sinceDuration.ago - val untilTime: Time = Time.now - - val fromTweetIdExclusive = SnowflakeSortIndexHelper.timestampToFakeId(sinceTime) - val toTweetIdExclusive = SnowflakeSortIndexHelper.timestampToFakeId(untilTime) - - val excludedTweetIds = query.features.map { featureMap => - CachedScoredTweetsHelper.tweetImpressionsAndCachedScoredTweetsInRange( - featureMap, - candidatePipelineIdentifier, - EarlybirdMaxExcludedTweets, - sinceTime, - untilTime) - } - - val maxCount = - (query.getQualityFactorCurrentValue(candidatePipelineIdentifier) * maxTweetsToFetch).toInt - - val authorScoreMap = query.features - .map(_.getOrElse(RealGraphInNetworkScoresFeature, Map.empty[Long, Double])) - .getOrElse(Map.empty) - - EarlybirdRequestUtil.getTweetsRequest( - userId = Some(query.getRequiredUserId), - clientId = clientId, - skipVeryRecentTweets = true, - followedUserIds = followedUserIds, - retweetsMutedUserIds = Set.empty, - beforeTweetIdExclusive = Some(toTweetIdExclusive), - afterTweetIdExclusive = Some(fromTweetIdExclusive), - excludedTweetIds = excludedTweetIds.map(_.toSet), - maxCount = maxCount, - tweetTypes = TweetTypes.fromTweetKindOption(tweetKindOptions), - authorScoreMap = Some(authorScoreMap), - tensorflowModel = tensorflowModel - ) - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/BUILD.bazel deleted file mode 100644 index 30774b91f..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/BUILD.bazel +++ /dev/null @@ -1,16 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - dependencies = [ - "explore/explore-ranker/thrift/src/main/thrift:thrift-scala", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/marshaller/timelines", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/util/tweetypie/content", - "home-mixer/thrift/src/main/thrift:thrift-scala", - 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/CachedScoredTweetsResponseFeatureTransformer.scala +++ /dev/null @@ -1,119 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.response_transformer - -import com.twitter.home_mixer.marshaller.timelines.TopicContextFunctionalityTypeUnmarshaller -import com.twitter.home_mixer.model.HomeFeatures.AncestorsFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIsBlueVerifiedFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIsCreatorFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIsGoldVerifiedFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIsGrayVerifiedFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIsLegacyVerifiedFeature -import com.twitter.home_mixer.model.HomeFeatures.CachedCandidatePipelineIdentifierFeature -import com.twitter.home_mixer.model.HomeFeatures.DirectedAtUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.ExclusiveConversationAuthorIdFeature -import com.twitter.home_mixer.model.HomeFeatures.InNetworkFeature -import com.twitter.home_mixer.model.HomeFeatures.InReplyToTweetIdFeature -import com.twitter.home_mixer.model.HomeFeatures.InReplyToUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.IsReadFromCacheFeature -import com.twitter.home_mixer.model.HomeFeatures.IsRetweetFeature -import com.twitter.home_mixer.model.HomeFeatures.LastScoredTimestampMsFeature -import com.twitter.home_mixer.model.HomeFeatures.PerspectiveFilteredLikedByUserIdsFeature -import com.twitter.home_mixer.model.HomeFeatures.QuotedTweetIdFeature -import com.twitter.home_mixer.model.HomeFeatures.QuotedUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.SGSValidFollowedByUserIdsFeature -import com.twitter.home_mixer.model.HomeFeatures.SGSValidLikedByUserIdsFeature -import com.twitter.home_mixer.model.HomeFeatures.ScoreFeature -import com.twitter.home_mixer.model.HomeFeatures.SourceTweetIdFeature -import com.twitter.home_mixer.model.HomeFeatures.SourceUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.StreamToKafkaFeature -import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature -import com.twitter.home_mixer.model.HomeFeatures.TopicContextFunctionalityTypeFeature -import com.twitter.home_mixer.model.HomeFeatures.TopicIdSocialContextFeature -import com.twitter.home_mixer.model.HomeFeatures.TweetUrlsFeature -import com.twitter.home_mixer.model.HomeFeatures.WeightedModelScoreFeature -import com.twitter.home_mixer.{thriftscala => hmt} -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 - -object CachedScoredTweetsResponseFeatureTransformer - extends CandidateFeatureTransformer[hmt.ScoredTweet] { - - override val identifier: TransformerIdentifier = - TransformerIdentifier("CachedScoredTweetsResponse") - - override val features: Set[Feature[_, _]] = Set( - AncestorsFeature, - AuthorIdFeature, - AuthorIsBlueVerifiedFeature, - AuthorIsCreatorFeature, - AuthorIsGoldVerifiedFeature, - AuthorIsGrayVerifiedFeature, - AuthorIsLegacyVerifiedFeature, - CachedCandidatePipelineIdentifierFeature, - DirectedAtUserIdFeature, - ExclusiveConversationAuthorIdFeature, - InNetworkFeature, - InReplyToTweetIdFeature, - InReplyToUserIdFeature, - IsReadFromCacheFeature, - IsRetweetFeature, - LastScoredTimestampMsFeature, - PerspectiveFilteredLikedByUserIdsFeature, - QuotedTweetIdFeature, - QuotedUserIdFeature, - SGSValidFollowedByUserIdsFeature, - SGSValidLikedByUserIdsFeature, - ScoreFeature, - SourceTweetIdFeature, - SourceUserIdFeature, - StreamToKafkaFeature, - SuggestTypeFeature, - TopicContextFunctionalityTypeFeature, - TopicIdSocialContextFeature, - TweetUrlsFeature, - WeightedModelScoreFeature - ) - - override def transform(candidate: hmt.ScoredTweet): FeatureMap = - FeatureMapBuilder() - .add(AncestorsFeature, candidate.ancestors.getOrElse(Seq.empty)) - .add(AuthorIdFeature, Some(candidate.authorId)) - .add(AuthorIsBlueVerifiedFeature, candidate.authorMetadata.exists(_.blueVerified)) - .add(AuthorIsGoldVerifiedFeature, candidate.authorMetadata.exists(_.goldVerified)) - .add(AuthorIsGrayVerifiedFeature, candidate.authorMetadata.exists(_.grayVerified)) - .add(AuthorIsLegacyVerifiedFeature, candidate.authorMetadata.exists(_.legacyVerified)) - .add(AuthorIsCreatorFeature, candidate.authorMetadata.exists(_.creator)) - .add(CachedCandidatePipelineIdentifierFeature, candidate.candidatePipelineIdentifier) - .add(DirectedAtUserIdFeature, candidate.directedAtUserId) - .add(ExclusiveConversationAuthorIdFeature, candidate.exclusiveConversationAuthorId) - .add(InNetworkFeature, candidate.inNetwork.getOrElse(true)) - .add(InReplyToTweetIdFeature, candidate.inReplyToTweetId) - .add(InReplyToUserIdFeature, candidate.inReplyToUserId) - .add(IsReadFromCacheFeature, true) - .add(IsRetweetFeature, candidate.sourceTweetId.isDefined) - .add(LastScoredTimestampMsFeature, candidate.lastScoredTimestampMs) - .add( - PerspectiveFilteredLikedByUserIdsFeature, - candidate.perspectiveFilteredLikedByUserIds.getOrElse(Seq.empty)) - .add(QuotedTweetIdFeature, candidate.quotedTweetId) - .add(QuotedUserIdFeature, candidate.quotedUserId) - .add(ScoreFeature, candidate.score) - .add(SGSValidLikedByUserIdsFeature, candidate.sgsValidLikedByUserIds.getOrElse(Seq.empty)) - .add( - SGSValidFollowedByUserIdsFeature, - candidate.sgsValidFollowedByUserIds.getOrElse(Seq.empty)) - .add(SourceTweetIdFeature, candidate.sourceTweetId) - .add(SourceUserIdFeature, candidate.sourceUserId) - .add(StreamToKafkaFeature, false) - .add(SuggestTypeFeature, candidate.suggestType) - .add( - TopicContextFunctionalityTypeFeature, - candidate.topicFunctionalityType.map(TopicContextFunctionalityTypeUnmarshaller(_))) - .add(TopicIdSocialContextFeature, candidate.topicId) - .add(TweetUrlsFeature, candidate.tweetUrls.getOrElse(Seq.empty)) - .add(WeightedModelScoreFeature, candidate.score) - .build() -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsBackfillResponseFeatureTransformer.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsBackfillResponseFeatureTransformer.docx new file mode 100644 index 0000000000000000000000000000000000000000..f464c0388c98d8ee2d7c4673636aa7fabdb43de2 GIT binary patch literal 37134 zcmagEWmsIvwm*!!dvJGmcL*f7yGzhUfTF1n3815?C(}=aNn`Jbsq_xI>%Y6BD~zEOepm`MxSN}mx0_J+ 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsBackfillResponseFeatureTransformer.scala b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsBackfillResponseFeatureTransformer.scala deleted file mode 100644 index 806c0d11d..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsBackfillResponseFeatureTransformer.scala +++ /dev/null @@ -1,30 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.response_transformer - -import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature -import com.twitter.home_mixer.model.HomeFeatures.FromInNetworkSourceFeature -import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature -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.suggests.logging.candidate_tweet_source_id.{thriftscala => cts} -import com.twitter.timelineservice.suggests.{thriftscala => st} - -object ScoredTweetsBackfillResponseFeatureTransformer extends CandidateFeatureTransformer[Long] { - - override val identifier: TransformerIdentifier = - TransformerIdentifier("ScoredTweetsBackfillResponse") - - override val features: Set[Feature[_, _]] = Set( - CandidateSourceIdFeature, - FromInNetworkSourceFeature, - SuggestTypeFeature - ) - - override def transform(candidate: Long): FeatureMap = FeatureMapBuilder() - .add(CandidateSourceIdFeature, Some(cts.CandidateTweetSourceId.BackfillOrganicTweet)) - .add(FromInNetworkSourceFeature, true) - .add(SuggestTypeFeature, Some(st.SuggestType.RankedOrganicTweet)) - .build() -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsFrsResponseFeatureTransformer.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsFrsResponseFeatureTransformer.docx new file mode 100644 index 0000000000000000000000000000000000000000..817bfbf40e951d0e82ad2a081b99b81aef9eac39 GIT binary patch literal 37137 zcmagEWmsIxwl<2pdvJGmcL)S`cMIA`aA-WZ2M7+q-QC?SxLc4waQCmXWbd{2Ip^L# zv!AZ2@yZypt7^_JWjRPFEHE%II55~$9_SqYb%<&nicfQ1{wL+afjnsM)k|zcR8CrSdkVQUu>))79EqV5&;>lzeWp;_?24Je2 zGko4naf7q&R`>B6VT7EC=ja9|X+MC)&{V`~Vvr1mz^Mw2LWfo5&G6*5Q#h)t9u3p% zGJM<{Rd#zB_j4zIknoqvdRbzo*37g`M`#V;{Tgn3t|9%|xIUrZrN(W7q0ZS#!>M+) zrvSxc5D|d({fB)wv-_A9#}Q0zNz}EP?goZU$d40%Z7_B9>>*^9)|-Ps&he@y!^d`A zofvgr>!TnUe6KqRl#Ju6+XdteRp?s1+kRE4@+T&cXP7}_Tw7< z!>FIRG(>7t+r(m%M>zO+-kgpk$bD~eg7ud9Bo%$zC5?n=14R41?=MiE_D!Hy@a~ZU 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.build() - - baseFeatures ++ features - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsInNetworkResponseFeatureTransformer.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsInNetworkResponseFeatureTransformer.docx new file mode 100644 index 0000000000000000000000000000000000000000..eb9cb2c3e15d5d3a127c830b08d2117132e82111 GIT binary patch literal 37178 zcmagEWmsIvwm*!!dvJFrxN9K6-63euMuJ1*!QI{6-Q7I|cb7nL_kU+*&N(yZ-uu2^ zc0XNJ>nCgNuByGe6hA>iVS#~x!GXc1aBEg57sMohgMp30fPrCxT6M$$wqH$czZ$5z z*_k@(F}vDWHzdd@tcaj}JA1)SWDz3u5J$x>-L|8(V~oLY^2r^mpIYWOV`LFhb;2UTgzoWHRIlsj3JX*klrDh9e}BB zPWOB_#Rbl~Q{BgBfDw2mmaXlVp!on6NmCJ}jzKaQ2&XJK3LRXPH_e^XPGP62d^Ak6 z!|-KqRMGim+}nlxLEJ|&^JS5lT0O%m4WZSSCppCMTuthmVSQ}BV~z6!L!E=Untkm` zPXUVSAR++m$F5B`v&)zU#}Q0zN%*yj_Bw`T;O+^)DuB9r<`6Pdo`*=m2;Y+)= zR-~$z#gV@>zWbdxO8RlPA015{nO;0hDtmiWg=fHB-`yQuK@_FX!(y=h-Rz8<&A6J+ 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsInNetworkResponseFeatureTransformer.scala b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsInNetworkResponseFeatureTransformer.scala deleted file mode 100644 index d7d23bc98..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsInNetworkResponseFeatureTransformer.scala +++ /dev/null @@ -1,34 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.response_transformer - -import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature -import com.twitter.home_mixer.model.HomeFeatures.FromInNetworkSourceFeature -import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature -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.timelineranker.{thriftscala => tlr} -import com.twitter.timelineservice.suggests.logging.candidate_tweet_source_id.{thriftscala => cts} -import com.twitter.timelineservice.suggests.{thriftscala => st} - -object ScoredTweetsInNetworkResponseFeatureTransformer - extends CandidateFeatureTransformer[tlr.CandidateTweet] { - - override val identifier: TransformerIdentifier = - TransformerIdentifier("ScoredTweetsInNetworkResponse") - - override val features: Set[Feature[_, _]] = TimelineRankerResponseTransformer.features - - override def transform(candidate: tlr.CandidateTweet): FeatureMap = { - val baseFeatures = TimelineRankerResponseTransformer.transform(candidate) - - val features = FeatureMapBuilder() - .add(CandidateSourceIdFeature, Some(cts.CandidateTweetSourceId.RecycledTweet)) - .add(FromInNetworkSourceFeature, true) - .add(SuggestTypeFeature, Some(st.SuggestType.RankedTimelineTweet)) - .build() - - baseFeatures ++ features - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsListsResponseFeatureTransformer.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsListsResponseFeatureTransformer.docx new file mode 100644 index 0000000000000000000000000000000000000000..23b64deb782d34f9b0060d7bf135b08a493fc637 GIT binary patch literal 37248 zcmagEWmsIvwm*!!dvFQv?k<4@cZZ-s8+RHH?(Xgy+})kvZb1UU-T$4LIp@rrd++;x z+5L1?t)Hy5yQ=o?Qv3u7g#`u%1_uV4%B@+cTo{`O4hA*~0|tf(YSj@3*gBcoIvJ?C z+nGA*F}c}THzdj_tcsw0J$u1UViqFx6i3A_+p(juV~E9imZR;TsQCaEMO_)KjzKaQ1g9)G3LR3NKf|5dPGP62d^AkG zOaEnWRMF*S+{cytLEKj|>t%_FN_;%Qr4iRE+8Y>_K|f9aR)JJCvxksb8gI7zImfH&^k3Sw 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-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.home_mixer.model.HomeFeatures.SuggestTypeFeature -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} -import com.twitter.timelineservice.suggests.{thriftscala => st} -import com.twitter.timelineservice.suggests.logging.candidate_tweet_source_id.{thriftscala => cts} - -object ScoredTweetsListsResponseFeatureTransformer extends CandidateFeatureTransformer[t.Tweet] { - - override val identifier: TransformerIdentifier = - TransformerIdentifier("ScoredTweetsListsResponse") - - override val features: Set[Feature[_, _]] = Set( - AuthorIdFeature, - CandidateSourceIdFeature, - FromInNetworkSourceFeature, - IsRetweetFeature, - SuggestTypeFeature, - SourceTweetIdFeature, - SourceUserIdFeature, - ) - - override def transform(candidate: t.Tweet): FeatureMap = { - FeatureMapBuilder() - .add(AuthorIdFeature, candidate.userId) - .add(CandidateSourceIdFeature, Some(cts.CandidateTweetSourceId.ListTweet)) - .add(FromInNetworkSourceFeature, false) - .add(IsRetweetFeature, candidate.sourceStatusId.isDefined) - .add(SuggestTypeFeature, Some(st.SuggestType.RankedListTweet)) - .add(SourceTweetIdFeature, candidate.sourceStatusId) - .add(SourceUserIdFeature, candidate.sourceUserId) - .build() - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsPopularVideosResponseFeatureTransformer.docx 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6657e6f5c..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsPopularVideosResponseFeatureTransformer.scala +++ /dev/null @@ -1,46 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.response_transformer - -import com.twitter.explore_ranker.{thriftscala => ert} -import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature -import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature -import com.twitter.home_mixer.model.HomeFeatures.FromInNetworkSourceFeature -import com.twitter.home_mixer.model.HomeFeatures.HasVideoFeature -import com.twitter.home_mixer.model.HomeFeatures.IsRandomTweetFeature -import com.twitter.home_mixer.model.HomeFeatures.StreamToKafkaFeature -import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature -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.suggests.logging.candidate_tweet_source_id.{thriftscala => cts} -import com.twitter.timelineservice.suggests.{thriftscala => st} - -object ScoredTweetsPopularVideosResponseFeatureTransformer - extends CandidateFeatureTransformer[ert.ExploreTweetRecommendation] { - - override val identifier: TransformerIdentifier = - TransformerIdentifier("ScoredTweetsPopularVideosResponse") - - override val features: Set[Feature[_, _]] = Set( - AuthorIdFeature, - CandidateSourceIdFeature, - FromInNetworkSourceFeature, - HasVideoFeature, - IsRandomTweetFeature, - StreamToKafkaFeature, - SuggestTypeFeature - ) - - override def transform(candidate: ert.ExploreTweetRecommendation): FeatureMap = { - FeatureMapBuilder() - .add(AuthorIdFeature, candidate.authorId) - .add(CandidateSourceIdFeature, Some(cts.CandidateTweetSourceId.MediaTweet)) - .add(FromInNetworkSourceFeature, false) - .add(HasVideoFeature, candidate.mediaType.contains(ert.MediaType.Video)) - .add(IsRandomTweetFeature, false) - .add(StreamToKafkaFeature, true) - .add(SuggestTypeFeature, Some(st.SuggestType.MediaTweet)) - .build() - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsTweetMixerResponseFeatureTransformer.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsTweetMixerResponseFeatureTransformer.docx new file mode 100644 index 0000000000000000000000000000000000000000..6334fc6fea096dd273237bef46daba9dc4c54cf2 GIT binary patch literal 37402 zcmagFWmsIvwm*!!dvJGmcL*f7I|L2dxYKxWx8UyX5Zv8@y9EgZcmH>0=A1Kg?!E8( zW%E!~>nCgNuByGeTInMs6c!j57#tXEDvwsBN?}|QI2hO{3>X+Ds8v@2VCQUR=WM9v 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com.twitter.product_mixer.core.functional_component.transformer.CandidateFeatureTransformer -import com.twitter.product_mixer.core.model.common.identifier.TransformerIdentifier -import com.twitter.timelineservice.suggests.logging.candidate_tweet_source_id.{thriftscala => cts} -import com.twitter.timelineservice.suggests.{thriftscala => st} -import com.twitter.tsp.{thriftscala => tsp} - -object ScoredTweetsTweetMixerResponseFeatureTransformer - extends CandidateFeatureTransformer[tmt.TweetResult] { - - override val identifier: TransformerIdentifier = - TransformerIdentifier("ScoredTweetsTweetMixerResponse") - - override val features: Set[Feature[_, _]] = Set( - CandidateSourceIdFeature, - FromInNetworkSourceFeature, - IsRandomTweetFeature, - StreamToKafkaFeature, - SuggestTypeFeature, - TSPMetricTagFeature - ) - - override def transform(candidate: tmt.TweetResult): FeatureMap = { - val tweetMixerMetricTags = candidate.metricTags.getOrElse(Seq.empty) - val tspMetricTag = tweetMixerMetricTags - .map(TweetMixerMetricTagToTspMetricTag) - .filter(_.nonEmpty).map(_.get).toSet - - FeatureMapBuilder() - .add(CandidateSourceIdFeature, Some(cts.CandidateTweetSourceId.Simcluster)) - .add(FromInNetworkSourceFeature, false) - .add(IsRandomTweetFeature, false) - .add(StreamToKafkaFeature, true) - .add(SuggestTypeFeature, Some(st.SuggestType.ScTweet)) - .add(TSPMetricTagFeature, tspMetricTag) - .build() - } - - private def TweetMixerMetricTagToTspMetricTag( - tweetMixerMetricTag: tmt.MetricTag - ): Option[tsp.MetricTag] = tweetMixerMetricTag match { - case tmt.MetricTag.TweetFavorite => Some(tsp.MetricTag.TweetFavorite) - case tmt.MetricTag.Retweet => Some(tsp.MetricTag.Retweet) - case _ => None - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsUtegResponseFeatureTransformer.docx 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/ScoredTweetsUtegResponseFeatureTransformer.scala +++ /dev/null @@ -1,31 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.response_transformer - -import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature -import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature -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.timelineranker.{thriftscala => tlr} -import com.twitter.timelineservice.suggests.logging.candidate_tweet_source_id.{thriftscala => cts} -import com.twitter.timelineservice.suggests.{thriftscala => st} - -object ScoredTweetsUtegResponseFeatureTransformer - extends CandidateFeatureTransformer[tlr.CandidateTweet] { - - override val identifier: TransformerIdentifier = TransformerIdentifier("ScoredTweetsUtegResponse") - - override val features: Set[Feature[_, _]] = TimelineRankerResponseTransformer.features - - override def transform(candidate: tlr.CandidateTweet): FeatureMap = { - val baseFeatures = TimelineRankerResponseTransformer.transform(candidate) - - val features = FeatureMapBuilder() - .add(CandidateSourceIdFeature, Some(cts.CandidateTweetSourceId.RecommendedTweet)) - .add(SuggestTypeFeature, Some(st.SuggestType.ActivityTweet)) - .build() - - baseFeatures ++ features - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/TimelineRankerResponseTransformer.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/TimelineRankerResponseTransformer.docx new file 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Iun)uo0BK}TCjbBd literal 0 HcmV?d00001 diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/TimelineRankerResponseTransformer.scala b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/TimelineRankerResponseTransformer.scala deleted file mode 100644 index a261b2fc2..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/TimelineRankerResponseTransformer.scala +++ /dev/null @@ -1,91 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.response_transformer - -import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature -import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature -import com.twitter.home_mixer.model.HomeFeatures.DirectedAtUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.EarlybirdFeature -import com.twitter.home_mixer.model.HomeFeatures.EarlybirdScoreFeature -import com.twitter.home_mixer.model.HomeFeatures.ExclusiveConversationAuthorIdFeature -import com.twitter.home_mixer.model.HomeFeatures.FromInNetworkSourceFeature -import com.twitter.home_mixer.model.HomeFeatures.HasImageFeature -import com.twitter.home_mixer.model.HomeFeatures.HasVideoFeature -import com.twitter.home_mixer.model.HomeFeatures.InReplyToTweetIdFeature -import com.twitter.home_mixer.model.HomeFeatures.InReplyToUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.IsRandomTweetFeature -import com.twitter.home_mixer.model.HomeFeatures.IsRetweetFeature -import com.twitter.home_mixer.model.HomeFeatures.MentionScreenNameFeature -import com.twitter.home_mixer.model.HomeFeatures.MentionUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.QuotedTweetIdFeature -import com.twitter.home_mixer.model.HomeFeatures.QuotedUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.SourceTweetIdFeature -import com.twitter.home_mixer.model.HomeFeatures.SourceUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.StreamToKafkaFeature -import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature -import com.twitter.home_mixer.model.HomeFeatures.TweetUrlsFeature -import com.twitter.home_mixer.util.tweetypie.content.TweetMediaFeaturesExtractor -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.timelineranker.{thriftscala => tlr} - -object TimelineRankerResponseTransformer { - - val features: Set[Feature[_, _]] = Set( - AuthorIdFeature, - CandidateSourceIdFeature, - DirectedAtUserIdFeature, - EarlybirdFeature, - EarlybirdScoreFeature, - ExclusiveConversationAuthorIdFeature, - FromInNetworkSourceFeature, - HasImageFeature, - HasVideoFeature, - InReplyToTweetIdFeature, - InReplyToUserIdFeature, - IsRandomTweetFeature, - IsRetweetFeature, - MentionScreenNameFeature, - MentionUserIdFeature, - StreamToKafkaFeature, - QuotedTweetIdFeature, - QuotedUserIdFeature, - SourceTweetIdFeature, - SourceUserIdFeature, - SuggestTypeFeature, - TweetUrlsFeature - ) - - def transform(candidate: tlr.CandidateTweet): FeatureMap = { - val tweet = candidate.tweet - val quotedTweet = tweet.filter(_.quotedTweet.exists(_.tweetId != 0)).flatMap(_.quotedTweet) - val mentions = tweet.flatMap(_.mentions).getOrElse(Seq.empty) - val coreData = tweet.flatMap(_.coreData) - val share = coreData.flatMap(_.share) - val reply = coreData.flatMap(_.reply) - - FeatureMapBuilder() - .add(AuthorIdFeature, coreData.map(_.userId)) - .add(DirectedAtUserIdFeature, coreData.flatMap(_.directedAtUser.map(_.userId))) - .add(EarlybirdFeature, candidate.features) - .add(EarlybirdScoreFeature, candidate.features.map(_.earlybirdScore)) - .add( - ExclusiveConversationAuthorIdFeature, - tweet.flatMap(_.exclusiveTweetControl.map(_.conversationAuthorId))) - .add(FromInNetworkSourceFeature, false) - .add(HasImageFeature, tweet.exists(TweetMediaFeaturesExtractor.hasImage)) - .add(HasVideoFeature, tweet.exists(TweetMediaFeaturesExtractor.hasVideo)) - .add(InReplyToTweetIdFeature, reply.flatMap(_.inReplyToStatusId)) - .add(InReplyToUserIdFeature, reply.map(_.inReplyToUserId)) - .add(IsRandomTweetFeature, candidate.features.exists(_.isRandomTweet.getOrElse(false))) - .add(IsRetweetFeature, share.isDefined) - .add(MentionScreenNameFeature, mentions.map(_.screenName)) - .add(MentionUserIdFeature, mentions.flatMap(_.userId)) - .add(StreamToKafkaFeature, true) - .add(QuotedTweetIdFeature, quotedTweet.map(_.tweetId)) - .add(QuotedUserIdFeature, quotedTweet.map(_.userId)) - .add(SourceTweetIdFeature, share.map(_.sourceStatusId)) - .add(SourceUserIdFeature, share.map(_.sourceUserId)) - .add(TweetUrlsFeature, candidate.features.flatMap(_.urlsList).getOrElse(Seq.empty)) - .build() - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/earlybird/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/earlybird/BUILD.bazel deleted file mode 100644 index 81cf19e9b..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/earlybird/BUILD.bazel +++ /dev/null @@ -1,13 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - dependencies = [ - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/util/earlybird", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/util/tweetypie/content", - "home-mixer/thrift/src/main/thrift:thrift-scala", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/transformer", - "src/thrift/com/twitter/search:earlybird-scala", - ], -) diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/earlybird/BUILD.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/earlybird/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..5cbf1c8cec14216cad1eb0cb0431594dfd7b5548 GIT binary patch literal 36876 zcmagEWmp}_wm*!!dvJGmcL)S`m!Ls6?rc0jaCdii3+@gfxLc4waQFYt%$##(&b{}2 zzcde3wSKZzcU5)oQkH{+!U6*Wg9C$2|M<5U5wN{ z9n75#m_6)lo01fiRz=Z1pS@rwvj~%VOQ2$x?>NvpFvj6a)@0o9>MXIG$U{8bP4I_n z%qWM#Fvn%4-T4x))(ds{G*jzINS+uNWNHi#gWM_%Ip%&4Z_s6 zX8OFF<_2fot?lPG!U#DN&(#e~(tZGorm2e2#2^_8fm0P4gAS`HnBmFmpm0!EJsP3e zW%#r=rtJ1I;pa~NAmJ~S{j$VNt(j$$f$%keH#OY&TtoV^abx^|bDi5HLxYp0hGYF| zZxM>e5F!BW`wzPwX7_O|jw6`*vdC*S-3<)ukRK-in_%kN*+a-|tv7pt+~ZYEhEE;3 zI??LBR!2cH_+EDsD4EASfpjztWCn>a>FgabRX)LY{daeCMKP4Z4@+T&cXP7}b`u)@ 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CandidateSourceIdFeature, - DirectedAtUserIdFeature, - EarlybirdScoreFeature, - EarlybirdSearchResultFeature, - ExclusiveConversationAuthorIdFeature, - FromInNetworkSourceFeature, - HasImageFeature, - HasVideoFeature, - InReplyToTweetIdFeature, - InReplyToUserIdFeature, - IsRandomTweetFeature, - IsRetweetFeature, - MentionScreenNameFeature, - MentionUserIdFeature, - StreamToKafkaFeature, - QuotedTweetIdFeature, - QuotedUserIdFeature, - SourceTweetIdFeature, - SourceUserIdFeature, - SuggestTypeFeature, - TweetUrlsFeature - ) - - def transform(candidate: eb.ThriftSearchResult): FeatureMap = { - val tweet = candidate.tweetypieTweet - val quotedTweet = tweet.flatMap(_.quotedTweet) - val mentions = tweet.flatMap(_.mentions).getOrElse(Seq.empty) - val coreData = tweet.flatMap(_.coreData) - val share = coreData.flatMap(_.share) - val reply = coreData.flatMap(_.reply) - FeatureMapBuilder() - .add(AuthorIdFeature, coreData.map(_.userId)) - .add(DirectedAtUserIdFeature, coreData.flatMap(_.directedAtUser.map(_.userId))) - .add(EarlybirdSearchResultFeature, Some(candidate)) - .add(EarlybirdScoreFeature, candidate.metadata.flatMap(_.score)) - .add( - ExclusiveConversationAuthorIdFeature, - tweet.flatMap(_.exclusiveTweetControl.map(_.conversationAuthorId))) - .add(FromInNetworkSourceFeature, false) - .add(HasImageFeature, tweet.exists(TweetMediaFeaturesExtractor.hasImage)) - .add(HasVideoFeature, tweet.exists(TweetMediaFeaturesExtractor.hasVideo)) - .add(InReplyToTweetIdFeature, reply.flatMap(_.inReplyToStatusId)) - .add(InReplyToUserIdFeature, reply.map(_.inReplyToUserId)) - .add(IsRandomTweetFeature, candidate.tweetFeatures.exists(_.isRandomTweet.getOrElse(false))) - .add(IsRetweetFeature, share.isDefined) - .add(MentionScreenNameFeature, mentions.map(_.screenName)) - .add(MentionUserIdFeature, mentions.flatMap(_.userId)) - .add(StreamToKafkaFeature, true) - .add(QuotedTweetIdFeature, quotedTweet.map(_.tweetId)) - .add(QuotedUserIdFeature, quotedTweet.map(_.userId)) - .add(SourceTweetIdFeature, share.map(_.sourceStatusId)) - .add(SourceUserIdFeature, share.map(_.sourceUserId)) - .add( - TweetUrlsFeature, - candidate.metadata.flatMap(_.tweetUrls.map(_.map(_.originalUrl))).getOrElse(Seq.empty)) - .build() - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/earlybird/ScoredTweetsEarlybirdFrsResponseFeatureTransformer.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/earlybird/ScoredTweetsEarlybirdFrsResponseFeatureTransformer.docx new file mode 100644 index 0000000000000000000000000000000000000000..0e7145d01d90d0c2eb16a0c30577bfe019664dba GIT binary patch literal 37153 zcmagFWmsIvwm*!!dvJGmcL)S`m!Lr#2@Z`1cMInCgNuByGeT3HSf3JVMj3=Rx7l}Ec$wJ1`G@n)T$=|u>Wjs|Jg|0 z!@=CyfZ5&7wlPUTX;l>M%h?NdGK(;&mjo(y*^UFP17jS%WOe!tug((7i9E!^-2{J_ z#*A_Z40BvY>YWeqYMoG*cN4Xqgye~VL55a7Ib^YS{(2tssRhrTR2-S?qRcMQ+#pO% 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com.twitter.timelineservice.suggests.logging.candidate_tweet_source_id.{thriftscala => cts} -import com.twitter.timelineservice.suggests.{thriftscala => st} - -object ScoredTweetsEarlybirdFrsResponseFeatureTransformer - extends CandidateFeatureTransformer[eb.ThriftSearchResult] { - - override val identifier: TransformerIdentifier = - TransformerIdentifier("ScoredTweetsEarlybirdFrsResponse") - - override val features: Set[Feature[_, _]] = EarlybirdResponseTransformer.features - - override def transform(candidate: eb.ThriftSearchResult): FeatureMap = { - - val baseFeatures = EarlybirdResponseTransformer.transform(candidate) - - val features = FeatureMapBuilder() - .add(CandidateSourceIdFeature, Some(cts.CandidateTweetSourceId.FrsTweet)) - .add(SuggestTypeFeature, Some(st.SuggestType.FrsTweet)) - .build() - - baseFeatures ++ features - } -} diff --git 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/response_transformer/earlybird/ScoredTweetsEarlybirdInNetworkResponseFeatureTransformer.scala +++ /dev/null @@ -1,32 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.response_transformer.earlybird - -import com.twitter.home_mixer.model.HomeFeatures.CandidateSourceIdFeature -import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature -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.search.earlybird.{thriftscala => eb} -import com.twitter.timelineservice.suggests.logging.candidate_tweet_source_id.{thriftscala => cts} -import com.twitter.timelineservice.suggests.{thriftscala => st} - -object ScoredTweetsEarlybirdInNetworkResponseFeatureTransformer - extends CandidateFeatureTransformer[eb.ThriftSearchResult] { - override val identifier: TransformerIdentifier = - TransformerIdentifier("ScoredTweetsEarlybirdInNetworkResponse") - - override val features: Set[Feature[_, _]] = EarlybirdResponseTransformer.features - - override def transform(candidate: eb.ThriftSearchResult): FeatureMap = { - - val baseFeatures = EarlybirdResponseTransformer.transform(candidate) - - val features = FeatureMapBuilder() - .add(CandidateSourceIdFeature, Some(cts.CandidateTweetSourceId.RecycledTweet)) - .add(SuggestTypeFeature, Some(st.SuggestType.RecycledTweet)) - .build() - - baseFeatures ++ features - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/BUILD.bazel deleted file mode 100644 index 91ff12ee1..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/BUILD.bazel +++ /dev/null @@ -1,20 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - dependencies = [ - "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/scorer", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/module", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/param", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/util", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featuremap/datarecord", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/product", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/util", - "src/scala/com/twitter/timelines/prediction/features/recap", - "timelineservice/common:model", - ], -) diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/BUILD.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..ed9232f139d7ee753a745a98e12a900442b11291 GIT binary patch literal 36929 zcmagEWmp}{wl<2pdvJGmcL)S`m!Lr>?o2$mTX1)GclQw7EkFXn-M^V7d#}CEIrsi) z9;(K8WsL6X>YlAE2ML7*1_lNP2AjsCU8PzSp9~HLHVy*@h6x(glK|MenA^J;se3w@ zI~y>2*x5EED=4jrqJ2Jl!A@ZjCiRv;#V+4h@`-){~GtF)+x~DjRaweXu8o%}(B*6IvWcF!g0o*J`?(7}g=*PXIQ-)U|UzAhWgJ>;-a<*EAVEb?WNG zsQX$S1)(KL`5B*CP!cg9xv1m6wZ-O&}rQVKsThZ)|@&nehVYWR<$ 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com.twitter.product_mixer.core.model.common.CandidateWithFeatures - -trait DiversityDiscountProvider { - - /** - * Fetch the ID of the entity to diversify - */ - def entityId(candidate: CandidateWithFeatures[TweetCandidate]): Option[Long] - - /** - * Compute discount factor for each candidate based on position (zero-based) - * relative to other candidates associated with the same entity - */ - def discount(position: Int): Double - - /** - * Return candidate IDs sorted by score in descending order - */ - def sort(candidates: Seq[CandidateWithFeatures[TweetCandidate]]): Seq[Long] = candidates - .map { candidate => - (candidate.candidate.id, candidate.features.getOrElse(ScoreFeature, None).getOrElse(0.0)) - } - .sortBy(_._2)(Ordering.Double.reverse) - .map(_._1) - - /** - * Group by the specified entity ID (e.g. authors, likers, followers) - * Sort each group by score in descending order - * Determine the discount factor based on the position of each candidate - */ - def apply( - candidates: Seq[CandidateWithFeatures[TweetCandidate]] - ): Map[Long, Double] = candidates - .groupBy(entityId) - .flatMap { - case (entityIdOpt, entityCandidates) => - val sortedCandidateIds = sort(entityCandidates) - - if (entityIdOpt.isDefined) { - sortedCandidateIds.zipWithIndex.map { - case (candidateId, index) => - candidateId -> discount(index) - } - } else sortedCandidateIds.map(_ -> 1.0) - } -} - -object AuthorDiversityDiscountProvider extends DiversityDiscountProvider { - private val Decay = 0.5 - private val Floor = 0.25 - - override def entityId(candidate: CandidateWithFeatures[TweetCandidate]): Option[Long] = - candidate.features.getOrElse(AuthorIdFeature, None) - - // Provides an exponential decay based discount by position (with a floor) - override def discount(position: Int): Double = - (1 - Floor) * Math.pow(Decay, position) + Floor -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/HeuristicScorer.docx 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resultDataRecordExtractor.fromDataRecord(dataRecord) - case _ => resultDataRecordExtractor.fromDataRecord(new DataRecord()) - } - - // Add Data Record to candidate Feature Map for logging in later stages - predictedScoreFeatureMaps.zip(records).map { - case (predictedScoreFeatureMap, candidateRecord) => - val weightedModelScore = computeWeightedModelScore(query, predictedScoreFeatureMap) - scoreStat.add((weightedModelScore * StatsReadabilityMultiplier).toFloat) - - predictedScoreFeatureMap + - (CandidateFeaturesDataRecordFeature, candidateRecord) + - (CommonFeaturesDataRecordFeature, commonRecord.getOrElse(new DataRecord())) + - (ScoreFeature, Some(weightedModelScore)) + - (WeightedModelScoreFeature, Some(weightedModelScore)) - } - } else { - invalidResponsesCounter.incr() - throw PipelineFailure(IllegalStateFailure, "Result size mismatched candidates size") - } - } - } - - Stitch.callFuture(scoreFeatureMaps) - } - - /** - * Compute the weighted sum of predicted scores of all engagements - * Convert negative score to positive, if needed - */ - private def computeWeightedModelScore( - query: PipelineQuery, - features: FeatureMap - ): Double = { - val weightedScoreAndModelWeightSeq = PredictedScoreFeatures.toSeq.map { predictedScoreFeature => - val predictedScoreOpt = predictedScoreFeature.extractScore(features) - - predictedScoreOpt match { - case Some(predictedScore) => - scopedStatsReceiver - .stat(predictedScoreFeature.statName, PredictedScoreStatName) - .add((predictedScore * StatsReadabilityMultiplier).toFloat) - case None => - scopedStatsReceiver.counter(predictedScoreFeature.statName, MissingScoreStatName).incr() - } - - val weight = query.params(predictedScoreFeature.modelWeightParam) - val weightedScore = predictedScoreOpt.getOrElse(0.0) * weight - (weightedScore, weight) - } - - val (weightedScores, modelWeights) = weightedScoreAndModelWeightSeq.unzip - val combinedScoreSum = weightedScores.sum - - val positiveModelWeightsSum = modelWeights.filter(_ > 0.0).sum - val negativeModelWeightsSum = modelWeights.filter(_ < 0).sum.abs - val modelWeightsSum = positiveModelWeightsSum + negativeModelWeightsSum - - val weightedScoresSum = - if (modelWeightsSum == 0) combinedScoreSum.max(0.0) - else if (combinedScoreSum < 0) - (combinedScoreSum + negativeModelWeightsSum) / modelWeightsSum * Epsilon - else combinedScoreSum + Epsilon - - weightedScoresSum - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/PredictedScoreFeature.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/PredictedScoreFeature.docx new file mode 100644 index 0000000000000000000000000000000000000000..a3dca3ae657e83086188aed9fd5888e333ef70a0 GIT binary patch literal 38099 zcmagFWmp`2(l3m=dvJGmcL)S`cMCd5a2Py5aCdii3+@gfxVr>`yPwH@@9wj^&pGe= zrMal?`bkw!cXiKyl;t3yu)x5;;K1P0c(kiji{g^N!NA5~z`!s;Q9TKO!xsyOFGlK~ zjutKk%pUf3O-Tw$tDxH^}nyK|9Bu@ctdWp;_?24QMj 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com.twitter.dal.personal_data.{thriftjava => pd} -import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam.Scoring.ModelWeights -import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate -import com.twitter.product_mixer.core.feature.datarecord.DataRecordOptionalFeature -import com.twitter.product_mixer.core.feature.datarecord.DoubleDataRecordCompatible -import com.twitter.product_mixer.core.feature.featuremap.FeatureMap -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.prediction.features.recap.RecapFeatures - -sealed trait PredictedScoreFeature - extends DataRecordOptionalFeature[TweetCandidate, Double] - with DoubleDataRecordCompatible { - - override val personalDataTypes: Set[pd.PersonalDataType] = Set.empty - def statName: String - def modelWeightParam: FSBoundedParam[Double] - def extractScore: FeatureMap => Option[Double] = _.getOrElse(this, None) -} - -object PredictedFavoriteScoreFeature extends PredictedScoreFeature { - override val featureName: String = RecapFeatures.PREDICTED_IS_FAVORITED.getFeatureName - override val statName = "fav" - override val modelWeightParam = ModelWeights.FavParam -} - -object PredictedReplyScoreFeature extends PredictedScoreFeature { - override val featureName: String = RecapFeatures.PREDICTED_IS_REPLIED.getFeatureName - override val statName = "reply" - override val modelWeightParam = ModelWeights.ReplyParam -} - -object PredictedRetweetScoreFeature extends PredictedScoreFeature { - override val featureName: String = RecapFeatures.PREDICTED_IS_RETWEETED.getFeatureName - override val statName = "retweet" - override val modelWeightParam = ModelWeights.RetweetParam -} - -object PredictedReplyEngagedByAuthorScoreFeature extends PredictedScoreFeature { - override val featureName: String = - RecapFeatures.PREDICTED_IS_REPLIED_REPLY_ENGAGED_BY_AUTHOR.getFeatureName - override val statName = "reply_engaged_by_author" - override val modelWeightParam = ModelWeights.ReplyEngagedByAuthorParam -} - -object PredictedGoodClickConvoDescFavoritedOrRepliedScoreFeature extends PredictedScoreFeature { - override val featureName: String = RecapFeatures.PREDICTED_IS_GOOD_CLICKED_V1.getFeatureName - override val statName = "good_click_convo_desc_favorited_or_replied" - override val modelWeightParam = ModelWeights.GoodClickParam - - override def extractScore: FeatureMap => Option[Double] = { featureMap => - val goodClickV1Opt = featureMap.getOrElse(this, None) - val goodClickV2Opt = featureMap.getOrElse(PredictedGoodClickConvoDescUamGt2ScoreFeature, None) - - (goodClickV1Opt, goodClickV2Opt) match { - case (Some(v1Score), Some(v2Score)) => Some(Math.max(v1Score, v2Score)) - case _ => goodClickV1Opt.orElse(goodClickV2Opt) - } - } -} - -object PredictedGoodClickConvoDescUamGt2ScoreFeature extends PredictedScoreFeature { - override val featureName: String = RecapFeatures.PREDICTED_IS_GOOD_CLICKED_V2.getFeatureName - override val statName = "good_click_convo_desc_uam_gt_2" - override val modelWeightParam = ModelWeights.GoodClickV2Param -} - -object PredictedGoodProfileClickScoreFeature extends PredictedScoreFeature { - override val featureName: String = - RecapFeatures.PREDICTED_IS_PROFILE_CLICKED_AND_PROFILE_ENGAGED.getFeatureName - override val statName = "good_profile_click" - override val modelWeightParam = ModelWeights.GoodProfileClickParam -} - -object PredictedVideoPlayback50ScoreFeature extends PredictedScoreFeature { - override val featureName: String = RecapFeatures.PREDICTED_IS_VIDEO_PLAYBACK_50.getFeatureName - override val statName = "video_playback_50" - override val modelWeightParam = ModelWeights.VideoPlayback50Param -} - -object PredictedTweetDetailDwellScoreFeature extends PredictedScoreFeature { - override val featureName: String = - RecapFeatures.PREDICTED_IS_TWEET_DETAIL_DWELLED_15_SEC.getFeatureName - override val statName = "tweet_detail_dwell" - override val modelWeightParam = ModelWeights.TweetDetailDwellParam -} - -object PredictedProfileDwelledScoreFeature extends PredictedScoreFeature { - override val featureName: String = - RecapFeatures.PREDICTED_IS_PROFILE_DWELLED_20_SEC.getFeatureName - override val statName = "profile_dwell" - override val modelWeightParam = ModelWeights.ProfileDwelledParam -} - -object PredictedBookmarkScoreFeature extends PredictedScoreFeature { - override val featureName: String = RecapFeatures.PREDICTED_IS_BOOKMARKED.getFeatureName - override val statName = "bookmark" - override val modelWeightParam = ModelWeights.BookmarkParam -} - -object PredictedShareScoreFeature extends PredictedScoreFeature { - override val featureName: String = - RecapFeatures.PREDICTED_IS_SHARED.getFeatureName - override val statName = "share" - override val modelWeightParam = ModelWeights.ShareParam -} - -object PredictedShareMenuClickScoreFeature extends PredictedScoreFeature { - override val featureName: String = - RecapFeatures.PREDICTED_IS_SHARE_MENU_CLICKED.getFeatureName - override val statName = "share_menu_click" - override val modelWeightParam = ModelWeights.ShareMenuClickParam -} - -// Negative Engagements -object PredictedNegativeFeedbackV2ScoreFeature extends PredictedScoreFeature { - override val featureName: String = - RecapFeatures.PREDICTED_IS_NEGATIVE_FEEDBACK_V2.getFeatureName - override val statName = "negative_feedback_v2" - override val modelWeightParam = ModelWeights.NegativeFeedbackV2Param -} - -object PredictedReportedScoreFeature extends PredictedScoreFeature { - override val featureName: String = - RecapFeatures.PREDICTED_IS_REPORT_TWEET_CLICKED.getFeatureName - override val statName = "reported" - override val modelWeightParam = ModelWeights.ReportParam -} - -object PredictedStrongNegativeFeedbackScoreFeature extends PredictedScoreFeature { - override val featureName: String = - RecapFeatures.PREDICTED_IS_STRONG_NEGATIVE_FEEDBACK.getFeatureName - override val statName = "strong_negative_feedback" - override val modelWeightParam = ModelWeights.StrongNegativeFeedbackParam -} - -object PredictedWeakNegativeFeedbackScoreFeature extends PredictedScoreFeature { - override val featureName: String = - RecapFeatures.PREDICTED_IS_WEAK_NEGATIVE_FEEDBACK.getFeatureName - override val statName = "weak_negative_feedback" - override val modelWeightParam = ModelWeights.WeakNegativeFeedbackParam -} - -object PredictedScoreFeature { - val PredictedScoreFeatures: Set[PredictedScoreFeature] = Set( - PredictedFavoriteScoreFeature, - PredictedReplyScoreFeature, - PredictedRetweetScoreFeature, - PredictedReplyEngagedByAuthorScoreFeature, - PredictedGoodClickConvoDescFavoritedOrRepliedScoreFeature, - PredictedGoodClickConvoDescUamGt2ScoreFeature, - PredictedGoodProfileClickScoreFeature, - PredictedVideoPlayback50ScoreFeature, - PredictedTweetDetailDwellScoreFeature, - PredictedProfileDwelledScoreFeature, - PredictedBookmarkScoreFeature, - PredictedShareScoreFeature, - PredictedShareMenuClickScoreFeature, - // Negative Engagements - PredictedNegativeFeedbackV2ScoreFeature, - PredictedReportedScoreFeature, - PredictedStrongNegativeFeedbackScoreFeature, - PredictedWeakNegativeFeedbackScoreFeature, - ) -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/RescoringFactorProvider.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/RescoringFactorProvider.docx new file mode 100644 index 0000000000000000000000000000000000000000..c6cd72a0c9c3b3f9879059b51e5f08a10649fc71 GIT binary patch literal 38050 zcmagEWmp|cw=Rlna1HM6?hb+A?h-WUM1sS_0|a+>cXxNU;O-I#?tW(0`gHGe?)}p| zjPCKu7(KhHt4m215(*Ox3=9qoE`?jGLZu)k0UQi$6b1|o0~FO22iScxv-@VK=5BB1 zq|fALYtxV*ued6L`u+SBE0I}<#8Vsvt8~Yn#-1StPogUAmPdPu`BV<#@qU~yRDDJ% z7=|e(J>}k;Xth?b)2oq6S6t#$Uq4+lj|{TND{noQ>CBvaUowVNW>I>VaBcvmx;fqJ z;}jP-%WicapCNkCxmdQ2e}dK{SR{2tlmC*Kr?LvPW@W$;{U!CMt~#>okN`Kc3`JqYHJZ??&~p{Z2J56ZCbC7U~YQt33tC 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/RescoringFactorProvider.scala b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/RescoringFactorProvider.scala deleted file mode 100644 index d9538b66d..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer/RescoringFactorProvider.scala +++ /dev/null @@ -1,180 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.scorer - -import com.twitter.home_mixer.functional_component.scorer.FeedbackFatigueScorer -import com.twitter.home_mixer.model.HomeFeatures -import com.twitter.home_mixer.model.HomeFeatures.AuthorIsBlueVerifiedFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIsCreatorFeature -import com.twitter.home_mixer.model.HomeFeatures.FeedbackHistoryFeature -import com.twitter.home_mixer.model.HomeFeatures.InNetworkFeature -import com.twitter.home_mixer.model.HomeFeatures.InReplyToTweetIdFeature -import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam.BlueVerifiedAuthorInNetworkMultiplierParam -import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam.BlueVerifiedAuthorOutOfNetworkMultiplierParam -import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam.CreatorInNetworkMultiplierParam -import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam.CreatorOutOfNetworkMultiplierParam -import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam.OutOfNetworkScaleFactorParam -import com.twitter.home_mixer.util.CandidatesUtil -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.model.common.CandidateWithFeatures -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.timelineservice.{thriftscala => tls} - -trait RescoringFactorProvider { - - def selector(candidate: CandidateWithFeatures[TweetCandidate]): Boolean - - def factor( - query: PipelineQuery, - candidate: CandidateWithFeatures[TweetCandidate] - ): Double - - def apply( - query: PipelineQuery, - candidate: CandidateWithFeatures[TweetCandidate], - ): Double = if (selector(candidate)) factor(query, candidate) else 1.0 -} - -/** - * Re-scoring multiplier to apply to authors who are eligible subscription content creators - */ -object RescoreCreators extends RescoringFactorProvider { - - def selector(candidate: CandidateWithFeatures[TweetCandidate]): Boolean = - candidate.features.getOrElse(AuthorIsCreatorFeature, false) && - CandidatesUtil.isOriginalTweet(candidate) - - def factor( - query: PipelineQuery, - candidate: CandidateWithFeatures[TweetCandidate] - ): Double = - if (candidate.features.getOrElse(InNetworkFeature, false)) - query.params(CreatorInNetworkMultiplierParam) - else query.params(CreatorOutOfNetworkMultiplierParam) -} - -/** - * Re-scoring multiplier to apply to authors who are verified by Twitter Blue - */ -object RescoreBlueVerified extends RescoringFactorProvider { - - def selector(candidate: CandidateWithFeatures[TweetCandidate]): Boolean = - candidate.features.getOrElse(AuthorIsBlueVerifiedFeature, false) && - CandidatesUtil.isOriginalTweet(candidate) - - def factor( - query: PipelineQuery, - candidate: CandidateWithFeatures[TweetCandidate] - ): Double = - if (candidate.features.getOrElse(InNetworkFeature, false)) - query.params(BlueVerifiedAuthorInNetworkMultiplierParam) - else query.params(BlueVerifiedAuthorOutOfNetworkMultiplierParam) -} - -/** - * Re-scoring multiplier to apply to out-of-network tweets - */ -object RescoreOutOfNetwork extends RescoringFactorProvider { - - def selector(candidate: CandidateWithFeatures[TweetCandidate]): Boolean = - !candidate.features.getOrElse(InNetworkFeature, false) - - def factor( - query: PipelineQuery, - candidate: CandidateWithFeatures[TweetCandidate] - ): Double = query.params(OutOfNetworkScaleFactorParam) -} - -/** - * Re-scoring multiplier to apply to reply candidates - */ -object RescoreReplies extends RescoringFactorProvider { - - private val ScaleFactor = 0.75 - - def selector(candidate: CandidateWithFeatures[TweetCandidate]): Boolean = - candidate.features.getOrElse(InReplyToTweetIdFeature, None).isDefined - - def factor( - query: PipelineQuery, - candidate: CandidateWithFeatures[TweetCandidate] - ): Double = ScaleFactor -} - -/** - * Re-scoring multiplier to calibrate multi-tasks learning model prediction - */ -object RescoreMTLNormalization extends RescoringFactorProvider { - - private val ScaleFactor = 1.0 - - def selector(candidate: CandidateWithFeatures[TweetCandidate]): Boolean = { - candidate.features.contains(HomeFeatures.FocalTweetAuthorIdFeature) - } - - def factor( - query: PipelineQuery, - candidate: CandidateWithFeatures[TweetCandidate] - ): Double = ScaleFactor -} - -/** - * Re-scoring multiplier to apply to multiple tweets from the same author - */ -case class RescoreAuthorDiversity(diversityDiscounts: Map[Long, Double]) - extends RescoringFactorProvider { - - def selector(candidate: CandidateWithFeatures[TweetCandidate]): Boolean = - diversityDiscounts.contains(candidate.candidate.id) - - def factor( - query: PipelineQuery, - candidate: CandidateWithFeatures[TweetCandidate] - ): Double = diversityDiscounts(candidate.candidate.id) -} - -case class RescoreFeedbackFatigue(query: PipelineQuery) extends RescoringFactorProvider { - - def selector(candidate: CandidateWithFeatures[TweetCandidate]): Boolean = true - - private val feedbackEntriesByEngagementType = - query.features - .getOrElse(FeatureMap.empty).getOrElse(FeedbackHistoryFeature, Seq.empty) - .filter { entry => - val timeSinceFeedback = query.queryTime.minus(entry.timestamp) - timeSinceFeedback < FeedbackFatigueScorer.DurationForFiltering + FeedbackFatigueScorer.DurationForDiscounting && - entry.feedbackType == tls.FeedbackType.SeeFewer - }.groupBy(_.engagementType) - - private val authorsToDiscount = - FeedbackFatigueScorer.getUserDiscounts( - query.queryTime, - feedbackEntriesByEngagementType.getOrElse(tls.FeedbackEngagementType.Tweet, Seq.empty)) - - private val likersToDiscount = - FeedbackFatigueScorer.getUserDiscounts( - query.queryTime, - feedbackEntriesByEngagementType.getOrElse(tls.FeedbackEngagementType.Like, Seq.empty)) - - private val followersToDiscount = - FeedbackFatigueScorer.getUserDiscounts( - query.queryTime, - feedbackEntriesByEngagementType.getOrElse(tls.FeedbackEngagementType.Follow, Seq.empty)) - - private val retweetersToDiscount = - FeedbackFatigueScorer.getUserDiscounts( - query.queryTime, - feedbackEntriesByEngagementType.getOrElse(tls.FeedbackEngagementType.Retweet, Seq.empty)) - - def factor( - query: PipelineQuery, - candidate: CandidateWithFeatures[TweetCandidate] - ): Double = { - FeedbackFatigueScorer.getScoreMultiplier( - candidate, - authorsToDiscount, - likersToDiscount, - followersToDiscount, - retweetersToDiscount - ) - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scoring_pipeline/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scoring_pipeline/BUILD.bazel deleted file mode 100644 index a7fccd8ff..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scoring_pipeline/BUILD.bazel +++ /dev/null @@ -1,25 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/feature_hydrator", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/scorer", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/module", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/candidate_pipeline", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/offline_aggregates", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/real_time_aggregates", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/param", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/util", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/gate", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/selector", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featuremap/datarecord", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/scoring", - ], -) diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scoring_pipeline/BUILD.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scoring_pipeline/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..4330a5e84457aa76a846ab5cea2a286a57c1f599 GIT binary patch literal 36988 zcmagEWmp~Awl<2pdvJGmcL)S`m*BpT;IQ!EZo%E%-Q7cQw*UzQcmGzpd+*)7&pG%0 zDIVq=nBz0k?tF>Y>V>*}nyK|9Bu@+sGPMfGAxnG;Hu9NIEqL~&;>l!}WcG;WhhS=3 zGkxC8aD%h%)ei6*VT7EC=jsL~Yd?U+&{V~0Vvr1nz^Mw2Lx&*^-+)vzSo@uO6GBIARSEunL!dvI(uhql~3^9z}+2PQ7onK!*ZD6-Ta(_{iKHf zDC%b}4Usz44zbvjF%CYSH>V>Ba^IWWV7(PSNk!jINh2ZJ0MSA3`wNt(gOAXwc=t#F 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/side_effect/BUILD.bazel +++ /dev/null @@ -1,33 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "finagle/finagle-mysql/src/main/scala", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/feature_hydrator", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/param", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/feature_hydrator/adapters/non_ml_features", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/param", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scorer", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/service", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/util", - "home-mixer/thrift/src/main/thrift:thrift-scala", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/side_effect", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/feature/featuremap/datarecord", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/marshaller/response/urt", - "servo/repo/src/main/scala", - "servo/util/src/main/scala", - "src/scala/com/twitter/timelines/prediction/common/adapters", - "src/thrift/com/twitter/timelines/suggests/common:data_record_metadata-scala", - "src/thrift/com/twitter/timelines/suggests/common:poly_data_record-java", - "src/thrift/com/twitter/timelines/timeline_logging:thrift-scala", - "timelines/ml:pldr-client", - 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com.twitter.home_mixer.product.scored_tweets.side_effect - -import com.twitter.home_mixer.model.HomeFeatures.AncestorsFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIsBlueVerifiedFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIsCreatorFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIsGoldVerifiedFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIsGrayVerifiedFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIsLegacyVerifiedFeature -import com.twitter.home_mixer.model.HomeFeatures.CachedCandidatePipelineIdentifierFeature -import com.twitter.home_mixer.model.HomeFeatures.DirectedAtUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.ExclusiveConversationAuthorIdFeature -import com.twitter.home_mixer.model.HomeFeatures.InNetworkFeature -import com.twitter.home_mixer.model.HomeFeatures.InReplyToTweetIdFeature -import com.twitter.home_mixer.model.HomeFeatures.InReplyToUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.LastScoredTimestampMsFeature -import com.twitter.home_mixer.model.HomeFeatures.PerspectiveFilteredLikedByUserIdsFeature -import com.twitter.home_mixer.model.HomeFeatures.QuotedTweetIdFeature -import com.twitter.home_mixer.model.HomeFeatures.QuotedUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.SGSValidFollowedByUserIdsFeature -import com.twitter.home_mixer.model.HomeFeatures.SGSValidLikedByUserIdsFeature -import com.twitter.home_mixer.model.HomeFeatures.ScoreFeature -import com.twitter.home_mixer.model.HomeFeatures.SourceTweetIdFeature -import com.twitter.home_mixer.model.HomeFeatures.SourceUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature -import com.twitter.home_mixer.model.HomeFeatures.TopicContextFunctionalityTypeFeature -import com.twitter.home_mixer.model.HomeFeatures.TopicIdSocialContextFeature -import com.twitter.home_mixer.model.HomeFeatures.TweetUrlsFeature -import com.twitter.home_mixer.model.HomeFeatures.WeightedModelScoreFeature -import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsResponse -import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam.CachedScoredTweets -import com.twitter.home_mixer.service.HomeMixerAlertConfig -import com.twitter.home_mixer.{thriftscala => hmt} -import com.twitter.product_mixer.core.functional_component.marshaller.response.urt.metadata.TopicContextFunctionalityTypeMarshaller -import com.twitter.product_mixer.core.functional_component.side_effect.PipelineResultSideEffect -import com.twitter.product_mixer.core.model.common.identifier.SideEffectIdentifier -import com.twitter.product_mixer.core.model.common.presentation.CandidateWithDetails -import com.twitter.product_mixer.core.pipeline.PipelineQuery -import com.twitter.servo.cache.TtlCache -import com.twitter.stitch.Stitch -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class CachedScoredTweetsSideEffect @Inject() ( - scoredTweetsCache: TtlCache[Long, hmt.ScoredTweetsResponse]) - extends PipelineResultSideEffect[PipelineQuery, ScoredTweetsResponse] { - - override val identifier: SideEffectIdentifier = SideEffectIdentifier("CachedScoredTweets") - - private val MaxTweetsToCache = 1000 - - def buildCachedScoredTweets( - query: PipelineQuery, - candidates: Seq[CandidateWithDetails] - ): hmt.ScoredTweetsResponse = { - val tweets = candidates.map { candidate => - val sgsValidLikedByUserIds = - candidate.features.getOrElse(SGSValidLikedByUserIdsFeature, Seq.empty) - val sgsValidFollowedByUserIds = - candidate.features.getOrElse(SGSValidFollowedByUserIdsFeature, Seq.empty) - val perspectiveFilteredLikedByUserIds = - candidate.features.getOrElse(PerspectiveFilteredLikedByUserIdsFeature, Seq.empty) - val ancestors = candidate.features.getOrElse(AncestorsFeature, Seq.empty) - - hmt.ScoredTweet( - tweetId = candidate.candidateIdLong, - authorId = candidate.features.get(AuthorIdFeature).get, - // Cache the model score instead of the final score because rescoring is per-request - score = candidate.features.getOrElse(WeightedModelScoreFeature, None), - suggestType = candidate.features.getOrElse(SuggestTypeFeature, None), - sourceTweetId = candidate.features.getOrElse(SourceTweetIdFeature, None), - sourceUserId = candidate.features.getOrElse(SourceUserIdFeature, None), - quotedTweetId = candidate.features.getOrElse(QuotedTweetIdFeature, None), - quotedUserId = candidate.features.getOrElse(QuotedUserIdFeature, None), - inReplyToTweetId = candidate.features.getOrElse(InReplyToTweetIdFeature, None), - inReplyToUserId = candidate.features.getOrElse(InReplyToUserIdFeature, None), - directedAtUserId = candidate.features.getOrElse(DirectedAtUserIdFeature, None), - inNetwork = Some(candidate.features.getOrElse(InNetworkFeature, true)), - sgsValidLikedByUserIds = Some(sgsValidLikedByUserIds), - sgsValidFollowedByUserIds = Some(sgsValidFollowedByUserIds), - topicId = candidate.features.getOrElse(TopicIdSocialContextFeature, None), - topicFunctionalityType = candidate.features - .getOrElse(TopicContextFunctionalityTypeFeature, None).map( - TopicContextFunctionalityTypeMarshaller(_)), - ancestors = if (ancestors.nonEmpty) Some(ancestors) else None, - isReadFromCache = Some(true), - streamToKafka = Some(false), - exclusiveConversationAuthorId = candidate.features - .getOrElse(ExclusiveConversationAuthorIdFeature, None), - authorMetadata = Some( - hmt.AuthorMetadata( - blueVerified = candidate.features.getOrElse(AuthorIsBlueVerifiedFeature, false), - goldVerified = candidate.features.getOrElse(AuthorIsGoldVerifiedFeature, false), - grayVerified = candidate.features.getOrElse(AuthorIsGrayVerifiedFeature, false), - legacyVerified = candidate.features.getOrElse(AuthorIsLegacyVerifiedFeature, false), - creator = candidate.features.getOrElse(AuthorIsCreatorFeature, false) - )), - lastScoredTimestampMs = candidate.features - .getOrElse(LastScoredTimestampMsFeature, Some(query.queryTime.inMilliseconds)), - candidatePipelineIdentifier = candidate.features - .getOrElse(CachedCandidatePipelineIdentifierFeature, Some(candidate.source.name)), - tweetUrls = Some(candidate.features.getOrElse(TweetUrlsFeature, Seq.empty)), - perspectiveFilteredLikedByUserIds = Some(perspectiveFilteredLikedByUserIds) - ) - } - - hmt.ScoredTweetsResponse(tweets) - } - - final override def apply( - inputs: PipelineResultSideEffect.Inputs[PipelineQuery, ScoredTweetsResponse] - ): Stitch[Unit] = { - val candidates = - (inputs.selectedCandidates ++ inputs.remainingCandidates ++ inputs.droppedCandidates) - .filter(_.features.getOrElse(ScoreFeature, None).exists(_ > 0.0)) - - val truncatedCandidates = - if (candidates.size > MaxTweetsToCache) - candidates - .sortBy(-_.features.getOrElse(ScoreFeature, None).getOrElse(0.0)).take(MaxTweetsToCache) - else candidates - - if (truncatedCandidates.nonEmpty) { - val ttl = inputs.query.params(CachedScoredTweets.TTLParam) - val scoredTweets = buildCachedScoredTweets(inputs.query, truncatedCandidates) - Stitch.callFuture(scoredTweetsCache.set(inputs.query.getRequiredUserId, scoredTweets, ttl)) - } else Stitch.Unit - } - - override val alerts = Seq( - HomeMixerAlertConfig.BusinessHours.defaultSuccessRateAlert(99.4) - ) -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/side_effect/ScribeScoredCandidatesSideEffect.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/side_effect/ScribeScoredCandidatesSideEffect.docx new file mode 100644 index 0000000000000000000000000000000000000000..2fd4bc049d7eed1524bd45fb65a7167b2354c72b GIT binary patch literal 38248 zcmagEb9^N2(=Qy`-q^OWF*e!QwmGqljjfGs+qO3wTN`X_@{vwYW{+MYfhSF9%Ej$3n?=}ZRf>0y#LTy<6<6pArE zGws2LaIK!d+q;=kTU6{!S2t6=fE2vMyI>=q@!X7SUp$^fYDsdBV15Xywl&lH(+npl 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/side_effect/ScribeScoredCandidatesSideEffect.scala b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/side_effect/ScribeScoredCandidatesSideEffect.scala deleted file mode 100644 index ef7e3b41a..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/side_effect/ScribeScoredCandidatesSideEffect.scala +++ /dev/null @@ -1,126 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.side_effect - -import com.twitter.finagle.tracing.Trace -import com.twitter.home_mixer.model.HomeFeatures.AncestorsFeature -import com.twitter.home_mixer.model.HomeFeatures.AuthorIdFeature -import com.twitter.home_mixer.model.HomeFeatures.DirectedAtUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.EarlybirdScoreFeature -import com.twitter.home_mixer.model.HomeFeatures.FavoritedByUserIdsFeature -import com.twitter.home_mixer.model.HomeFeatures.FollowedByUserIdsFeature -import com.twitter.home_mixer.model.HomeFeatures.FromInNetworkSourceFeature -import com.twitter.home_mixer.model.HomeFeatures.InReplyToTweetIdFeature -import com.twitter.home_mixer.model.HomeFeatures.InReplyToUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.QuotedTweetIdFeature -import com.twitter.home_mixer.model.HomeFeatures.QuotedUserIdFeature -import com.twitter.home_mixer.model.HomeFeatures.RequestJoinIdFeature -import com.twitter.home_mixer.model.HomeFeatures.ScoreFeature -import com.twitter.home_mixer.model.HomeFeatures.SuggestTypeFeature -import com.twitter.home_mixer.param.HomeMixerFlagName.ScribeScoredCandidatesFlag -import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsQuery -import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsResponse -import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam.EnableScribeScoredCandidatesParam -import com.twitter.inject.annotations.Flag -import com.twitter.logpipeline.client.common.EventPublisher -import com.twitter.product_mixer.component_library.side_effect.ScribeLogEventSideEffect -import com.twitter.product_mixer.core.feature.Feature -import com.twitter.product_mixer.core.functional_component.side_effect.PipelineResultSideEffect -import com.twitter.product_mixer.core.model.common.identifier.SideEffectIdentifier -import com.twitter.product_mixer.core.model.common.presentation.CandidatePipelines -import com.twitter.product_mixer.core.model.common.presentation.CandidateWithDetails -import com.twitter.timelines.timeline_logging.{thriftscala => t} -import javax.inject.Inject -import javax.inject.Singleton -import com.twitter.util.logging.Logging - -/** - * Side effect that logs scored candidates from scoring pipelines - */ -@Singleton -class ScribeScoredCandidatesSideEffect @Inject() ( - @Flag(ScribeScoredCandidatesFlag) enableScribeScoredCandidates: Boolean, - eventBusPublisher: EventPublisher[t.ScoredCandidate]) - extends ScribeLogEventSideEffect[ - t.ScoredCandidate, - ScoredTweetsQuery, - ScoredTweetsResponse - ] - with PipelineResultSideEffect.Conditionally[ - ScoredTweetsQuery, - ScoredTweetsResponse - ] - with Logging { - - override val identifier: SideEffectIdentifier = - SideEffectIdentifier("ScribeScoredCandidates") - - override def onlyIf( - query: ScoredTweetsQuery, - selectedCandidates: Seq[CandidateWithDetails], - remainingCandidates: Seq[CandidateWithDetails], - droppedCandidates: Seq[CandidateWithDetails], - response: ScoredTweetsResponse - ): Boolean = enableScribeScoredCandidates && query.params(EnableScribeScoredCandidatesParam) - - /** - * Build the log events from query, selections and response - * - * @param query PipelineQuery - * @param selectedCandidates Result after Selectors are executed - * @param remainingCandidates Candidates which were not selected - * @param droppedCandidates Candidates dropped during selection - * @param response Result after Unmarshalling - * - * @return LogEvent in thrift - */ - override def buildLogEvents( - query: ScoredTweetsQuery, - selectedCandidates: Seq[CandidateWithDetails], - remainingCandidates: Seq[CandidateWithDetails], - droppedCandidates: Seq[CandidateWithDetails], - response: ScoredTweetsResponse - ): Seq[t.ScoredCandidate] = { - val returned = (selectedCandidates ++ remainingCandidates).map(toThrift(_, query, false)) - val dropped = droppedCandidates.map(toThrift(_, query, true)) - returned ++ dropped - } - - private def toThrift( - candidate: CandidateWithDetails, - query: ScoredTweetsQuery, - isDropped: Boolean - ): t.ScoredCandidate = { - t.ScoredCandidate( - tweetId = candidate.candidateIdLong, - viewerId = query.getOptionalUserId, - authorId = candidate.features.getOrElse(AuthorIdFeature, None), - traceId = Some(Trace.id.traceId.toLong), - requestJoinId = query.features.flatMap(_.getOrElse(RequestJoinIdFeature, None)), - score = candidate.features.getOrElse(ScoreFeature, None), - suggestType = candidate.features.getOrElse(SuggestTypeFeature, None).map(_.name), - isInNetwork = candidate.features.getTry(FromInNetworkSourceFeature).toOption, - inReplyToTweetId = candidate.features.getOrElse(InReplyToTweetIdFeature, None), - inReplyToUserId = candidate.features.getOrElse(InReplyToUserIdFeature, None), - quotedTweetId = candidate.features.getOrElse(QuotedTweetIdFeature, None), - quotedUserId = candidate.features.getOrElse(QuotedUserIdFeature, None), - directedAtUserId = candidate.features.getOrElse(DirectedAtUserIdFeature, None), - favoritedByUserIds = convertSeqFeature(candidate, FavoritedByUserIdsFeature), - followedByUserIds = convertSeqFeature(candidate, FollowedByUserIdsFeature), - ancestors = convertSeqFeature(candidate, AncestorsFeature), - requestTimeMs = Some(query.queryTime.inMilliseconds), - candidatePipelineIdentifier = - candidate.features.getTry(CandidatePipelines).toOption.map(_.head.name), - earlybirdScore = candidate.features.getOrElse(EarlybirdScoreFeature, None), - isDropped = Some(isDropped) - ) - } - - private def convertSeqFeature[T]( - candidateWithDetails: CandidateWithDetails, - feature: Feature[_, Seq[T]] - ): Option[Seq[T]] = - Option( - candidateWithDetails.features - .getOrElse(feature, Seq.empty)).filter(_.nonEmpty) - - override val logPipelinePublisher: EventPublisher[t.ScoredCandidate] = eventBusPublisher -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/side_effect/ScribeServedCommonFeaturesAndCandidateFeaturesSideEffect.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/side_effect/ScribeServedCommonFeaturesAndCandidateFeaturesSideEffect.docx new file mode 100644 index 0000000000000000000000000000000000000000..6f976c737d4242a2a0a087de0e1f63b03afb0ccf GIT binary patch literal 39444 zcmagEV|XQ9*De~{?%1}`v2EM7?T&5RwrwXJ+vucYd#9i0<@fD<&Y#MaSv78rT2*t- 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com.twitter.home_mixer.product.scored_tweets.side_effect - -import com.twitter.conversions.DurationOps._ -import com.twitter.finagle.mysql.Client -import com.twitter.finagle.mysql.Transactions -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.finagle.util.DefaultTimer -import com.twitter.home_mixer.model.HomeFeatures.ServedRequestIdFeature -import com.twitter.home_mixer.model.HomeFeatures.SourceTweetIdFeature -import com.twitter.home_mixer.param.HomeMixerFlagName.DataRecordMetadataStoreConfigsYmlFlag -import com.twitter.home_mixer.param.HomeMixerFlagName.ScribeServedCommonFeaturesAndCandidateFeaturesFlag -import com.twitter.home_mixer.param.HomeMixerInjectionNames.CandidateFeaturesScribeEventPublisher -import com.twitter.home_mixer.param.HomeMixerInjectionNames.CommonFeaturesScribeEventPublisher -import com.twitter.home_mixer.param.HomeMixerInjectionNames.MinimumFeaturesScribeEventPublisher -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.adapters.non_ml_features.NonMLCandidateFeatures -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.adapters.non_ml_features.NonMLCandidateFeaturesAdapter -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.adapters.non_ml_features.NonMLCommonFeatures -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.adapters.non_ml_features.NonMLCommonFeaturesAdapter -import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsQuery -import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsResponse -import com.twitter.home_mixer.product.scored_tweets.scorer.CandidateFeaturesDataRecordFeature -import com.twitter.home_mixer.product.scored_tweets.scorer.CommonFeaturesDataRecordFeature -import com.twitter.home_mixer.product.scored_tweets.scorer.PredictedScoreFeature.PredictedScoreFeatures -import com.twitter.home_mixer.util.CandidatesUtil.getOriginalAuthorId -import com.twitter.inject.annotations.Flag -import com.twitter.logpipeline.client.common.EventPublisher -import com.twitter.ml.api.DataRecordMerger -import com.twitter.product_mixer.core.feature.featuremap.datarecord.DataRecordConverter -import com.twitter.product_mixer.core.feature.featuremap.datarecord.SpecificFeatures -import com.twitter.product_mixer.core.functional_component.side_effect.PipelineResultSideEffect -import com.twitter.product_mixer.core.model.common.identifier.SideEffectIdentifier -import com.twitter.product_mixer.core.model.common.presentation.CandidateWithDetails -import com.twitter.stitch.Stitch -import com.twitter.timelines.ml.cont_train.common.domain.non_scalding.CandidateAndCommonFeaturesStreamingUtils -import com.twitter.timelines.ml.pldr.client.MysqlClientUtils -import com.twitter.timelines.ml.pldr.client.VersionedMetadataCacheClient -import com.twitter.timelines.ml.pldr.conversion.VersionIdAndFeatures -import com.twitter.timelines.suggests.common.data_record_metadata.{thriftscala => drmd} -import com.twitter.timelines.suggests.common.poly_data_record.{thriftjava => pldr} -import com.twitter.timelines.util.stats.OptionObserver -import com.twitter.util.Time -import com.twitter.util.Try -import com.twitter.util.logging.Logging -import javax.inject.Inject -import javax.inject.Named -import javax.inject.Singleton -import scala.collection.JavaConverters._ - -/** - * (1) Scribe common features sent to prediction service + some other features as PLDR format into logs - * (2) Scribe candidate features sent to prediction service + some other features as PLDR format into another logs - */ -@Singleton -class ScribeServedCommonFeaturesAndCandidateFeaturesSideEffect @Inject() ( - @Flag(DataRecordMetadataStoreConfigsYmlFlag) dataRecordMetadataStoreConfigsYml: String, - @Flag(ScribeServedCommonFeaturesAndCandidateFeaturesFlag) enableScribeServedCommonFeaturesAndCandidateFeatures: Boolean, - @Named(CommonFeaturesScribeEventPublisher) commonFeaturesScribeEventPublisher: EventPublisher[ - pldr.PolyDataRecord - ], - @Named(CandidateFeaturesScribeEventPublisher) candidateFeaturesScribeEventPublisher: EventPublisher[ - pldr.PolyDataRecord - ], - @Named(MinimumFeaturesScribeEventPublisher) minimumFeaturesScribeEventPublisher: EventPublisher[ - pldr.PolyDataRecord - ], - statsReceiver: StatsReceiver, -) extends PipelineResultSideEffect[ScoredTweetsQuery, ScoredTweetsResponse] - with PipelineResultSideEffect.Conditionally[ScoredTweetsQuery, ScoredTweetsResponse] - with Logging { - - override val identifier: SideEffectIdentifier = - SideEffectIdentifier("ScribeServedCommonFeaturesAndCandidateFeatures") - - private val drMerger = new DataRecordMerger - private val postScoringCandidateFeatures = SpecificFeatures(PredictedScoreFeatures) - private val postScoringCandidateFeaturesDataRecordAdapter = - new DataRecordConverter(postScoringCandidateFeatures) - - private val scopedStatsReceiver = statsReceiver.scope(getClass.getSimpleName) - private val metadataFetchFailedCounter = scopedStatsReceiver.counter("metadataFetchFailed") - private val commonFeaturesScribeCounter = scopedStatsReceiver.counter("commonFeaturesScribe") - private val commonFeaturesPLDROptionObserver = - OptionObserver(scopedStatsReceiver.scope("commonFeaturesPLDR")) - private val candidateFeaturesScribeCounter = - scopedStatsReceiver.counter("candidateFeaturesScribe") - private val candidateFeaturesPLDROptionObserver = - OptionObserver(scopedStatsReceiver.scope("candidateFeaturesPLDR")) - private val minimumFeaturesPLDROptionObserver = - OptionObserver(scopedStatsReceiver.scope("minimumFeaturesPLDR")) - private val minimumFeaturesScribeCounter = - scopedStatsReceiver.counter("minimumFeaturesScribe") - - lazy private val dataRecordMetadataStoreClient: Option[Client with Transactions] = - Try { - MysqlClientUtils.mysqlClientProvider( - MysqlClientUtils.parseConfigFromYaml(dataRecordMetadataStoreConfigsYml)) - }.onFailure { e => info(s"Error building MySQL client: $e") }.toOption - - lazy private val versionedMetadataCacheClientOpt: Option[ - VersionedMetadataCacheClient[Map[drmd.FeaturesCategory, Option[VersionIdAndFeatures]]] - ] = - dataRecordMetadataStoreClient.map { mysqlClient => - new VersionedMetadataCacheClient[Map[drmd.FeaturesCategory, Option[VersionIdAndFeatures]]]( - maximumSize = 1, - expireDurationOpt = None, - mysqlClient = mysqlClient, - transform = CandidateAndCommonFeaturesStreamingUtils.metadataTransformer, - statsReceiver = statsReceiver - ) - } - - versionedMetadataCacheClientOpt.foreach { versionedMetadataCacheClient => - versionedMetadataCacheClient - .metadataFetchTimerTask( - CandidateAndCommonFeaturesStreamingUtils.metadataFetchKey, - metadataFetchTimer = DefaultTimer, - metadataFetchInterval = 90.seconds, - metadataFetchFailedCounter = metadataFetchFailedCounter - ) - } - - override def onlyIf( - query: ScoredTweetsQuery, - selectedCandidates: Seq[CandidateWithDetails], - remainingCandidates: Seq[CandidateWithDetails], - droppedCandidates: Seq[CandidateWithDetails], - response: ScoredTweetsResponse - ): Boolean = enableScribeServedCommonFeaturesAndCandidateFeatures - - override def apply( - inputs: PipelineResultSideEffect.Inputs[ScoredTweetsQuery, ScoredTweetsResponse] - ): Stitch[Unit] = { - Stitch.value { - val servedTimestamp: Long = Time.now.inMilliseconds - val nonMLCommonFeatures = NonMLCommonFeatures( - userId = inputs.query.getRequiredUserId, - predictionRequestId = - inputs.query.features.flatMap(_.getOrElse(ServedRequestIdFeature, None)), - servedTimestamp = servedTimestamp - ) - val nonMLCommonFeaturesDataRecord = - NonMLCommonFeaturesAdapter.adaptToDataRecords(nonMLCommonFeatures).asScala.head - - /** - * Steps of scribing common features - * (1) fetch common features as data record - * (2) extract additional feature as data record, e.g. predictionRequestId which is used as join key in downstream jobs - * (3) merge two data records above and convert the merged data record to pldr - * (4) publish pldr - */ - val commonFeaturesDataRecordOpt = - inputs.selectedCandidates.headOption.map(_.features.get(CommonFeaturesDataRecordFeature)) - val commonFeaturesPLDROpt = commonFeaturesDataRecordOpt.flatMap { commonFeaturesDataRecord => - drMerger.merge(commonFeaturesDataRecord, nonMLCommonFeaturesDataRecord) - - CandidateAndCommonFeaturesStreamingUtils.commonFeaturesToPolyDataRecord( - versionedMetadataCacheClientOpt = versionedMetadataCacheClientOpt, - commonFeatures = commonFeaturesDataRecord, - valueFormat = pldr.PolyDataRecord._Fields.LITE_COMPACT_DATA_RECORD - ) - } - - commonFeaturesPLDROptionObserver(commonFeaturesPLDROpt).foreach { pldr => - commonFeaturesScribeEventPublisher.publish(pldr) - commonFeaturesScribeCounter.incr() - } - - /** - * steps of scribing candidate features - * (1) fetch candidate features as data record - * (2) extract additional features (mostly non ML features including predicted scores, predictionRequestId, userId, tweetId) - * (3) merge data records and convert the merged data record into pldr - * (4) publish pldr - */ - inputs.selectedCandidates.foreach { candidate => - val candidateFeaturesDataRecord = candidate.features.get(CandidateFeaturesDataRecordFeature) - - /** - * extract predicted scores as data record and merge it into original data record - */ - val postScoringCandidateFeaturesDataRecord = - postScoringCandidateFeaturesDataRecordAdapter.toDataRecord(candidate.features) - drMerger.merge(candidateFeaturesDataRecord, postScoringCandidateFeaturesDataRecord) - - /** - * extract non ML common features as data record and merge it into original data record - */ - drMerger.merge(candidateFeaturesDataRecord, nonMLCommonFeaturesDataRecord) - - /** - * extract non ML candidate features as data record and merge it into original data record - */ - val nonMLCandidateFeatures = NonMLCandidateFeatures( - tweetId = candidate.candidateIdLong, - sourceTweetId = candidate.features.getOrElse(SourceTweetIdFeature, None), - originalAuthorId = getOriginalAuthorId(candidate.features) - ) - val nonMLCandidateFeaturesDataRecord = - NonMLCandidateFeaturesAdapter.adaptToDataRecords(nonMLCandidateFeatures).asScala.head - drMerger.merge(candidateFeaturesDataRecord, nonMLCandidateFeaturesDataRecord) - - val candidateFeaturesPLDROpt = - CandidateAndCommonFeaturesStreamingUtils.candidateFeaturesToPolyDataRecord( - versionedMetadataCacheClientOpt = versionedMetadataCacheClientOpt, - candidateFeatures = candidateFeaturesDataRecord, - valueFormat = pldr.PolyDataRecord._Fields.LITE_COMPACT_DATA_RECORD - ) - - candidateFeaturesPLDROptionObserver(candidateFeaturesPLDROpt).foreach { pldr => - candidateFeaturesScribeEventPublisher.publish(pldr) - candidateFeaturesScribeCounter.incr() - } - - // scribe minimum features which are used to join labels from client events. - val minimumFeaturesPLDROpt = candidateFeaturesPLDROpt - .map(CandidateAndCommonFeaturesStreamingUtils.extractMinimumFeaturesFromPldr) - .map(pldr.PolyDataRecord.dataRecord) - minimumFeaturesPLDROptionObserver(minimumFeaturesPLDROpt).foreach { pldr => - minimumFeaturesScribeEventPublisher.publish(pldr) - minimumFeaturesScribeCounter.incr() - } - } - } - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/BUILD.bazel deleted file mode 100644 index c1b5032db..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/BUILD.bazel +++ /dev/null @@ -1,82 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/javax/inject:javax.inject", - "ads-injection/lib/src/main/scala/com/twitter/goldfinch/api", - "finagle/finagle-memcached/src/main/scala", - "finatra/inject/inject-core/src/main/scala", - "finatra/inject/inject-core/src/main/scala/com/twitter/inject", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/candidate_pipeline", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/candidate_source", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/decorator", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/decorator/builder", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/decorator/urt/builder", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/feature_hydrator", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/filter", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/gate", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/selector", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/functional_component/side_effect", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/marshaller/timelines", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/param", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/following/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/param", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/service", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/util", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/candidate_source/tweetconvosvc", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/decorator/urt", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/feature_hydrator/candidate/param_gated", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/feature_hydrator/query/async", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/feature_hydrator/query/impressed_tweets", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/feature_hydrator/query/param_gated", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/feature_hydrator/query/social_graph", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/filter", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/gate", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/candidate", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/presentation/urt", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/premarshaller/urt", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/selector", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/side_effect", - "product-mixer/core/src/main/java/com/twitter/product_mixer/core/product/guice/scope", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/configapi", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/decorator", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/decorator/urt/builder", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/functional_component/marshaller/response/urt", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/common/presentation", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/marshalling/request", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/marshalling/response/urt", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/model/marshalling/response/urt/item", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/candidate", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/mixer", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/product", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/product", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/product/guice", - "src/java/com/twitter/search/common/schema/base", - "src/java/com/twitter/search/common/schema/earlybird", - "src/java/com/twitter/search/common/util/lang", - "src/java/com/twitter/search/queryparser/query:core-query-nodes", - "src/java/com/twitter/search/queryparser/query/search:search-query-nodes", - "src/thrift/com/twitter/search:earlybird-scala", - "src/thrift/com/twitter/search/common:constants-java", - "src/thrift/com/twitter/tweetypie:service-scala", - "stitch/stitch-gizmoduck", - "stitch/stitch-tweetypie", - "stringcenter/client", - "stringcenter/client/src/main/java", - "timelinemixer/common/src/main/scala/com/twitter/timelinemixer/clients/manhattan", - "timelinemixer/server/src/main/scala/com/twitter/timelinemixer/injection/model/candidate", - "timelinemixer/server/src/main/scala/com/twitter/timelinemixer/injection/store/persistence", - "timelines/src/main/scala/com/twitter/timelines/clients/relevance_search", - "timelines/src/main/scala/com/twitter/timelines/injection/scribe", - ], - exports = [ - 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Xx~!?)s8j|gKh%)L t} -import com.twitter.spam.rtf.thriftscala.SafetyLevel.TimelineHomeSubscribed -import com.twitter.stitch.tweetypie.{TweetyPie => TweetypieStitchClient} -import com.twitter.tweetypie.thriftscala.TweetVisibilityPolicy - -class SubscribedEarlybirdCandidatePipelineConfig @Inject() ( - earlybirdCandidateSource: EarlybirdCandidateSource, - tweetyPieStitchClient: TweetypieStitchClient, - subscribedEarlybirdQueryTransformer: SubscribedEarlybirdQueryTransformer) - extends CandidatePipelineConfig[ - SubscribedQuery, - t.EarlybirdRequest, - t.ThriftSearchResult, - TweetCandidate - ] { - override val identifier: CandidatePipelineIdentifier = - CandidatePipelineIdentifier("SubscribedEarlybird") - - override val candidateSource: BaseCandidateSource[t.EarlybirdRequest, t.ThriftSearchResult] = - earlybirdCandidateSource - - override val gates: Seq[Gate[SubscribedQuery]] = Seq( - NonEmptySeqFeatureGate(SGSSubscribedUsersFeature) - ) - - override def filters: Seq[Filter[SubscribedQuery, TweetCandidate]] = Seq( - new TweetVisibilityFilter( - tweetyPieStitchClient, - TweetVisibilityPolicy.UserVisible, - TimelineHomeSubscribed - ) - ) - - override val queryTransformer: CandidatePipelineQueryTransformer[ - SubscribedQuery, - t.EarlybirdRequest - ] = subscribedEarlybirdQueryTransformer - - override val featuresFromCandidateSourceTransformers: Seq[ - CandidateFeatureTransformer[t.ThriftSearchResult] - ] = Seq(SubscribedEarlybirdResponseFeatureTransformer) - - override val resultTransformer: CandidatePipelineResultsTransformer[ - t.ThriftSearchResult, - TweetCandidate - ] = { sourceResult => TweetCandidate(id = sourceResult.id) } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/SubscribedEarlybirdQueryTransformer.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/SubscribedEarlybirdQueryTransformer.docx new file mode 100644 index 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z1~I&9Q)>$mQAM%&^td!c`pQnbqGNf~RA7f%59HkD!;W7s63_;LIP3$G!DwHc^KrZ% zI>2#$cLo;VH7(4hflJvy9$EGm4SbSBo&k!Vd;A|;doUOiC2MmUxTFOD6@&bkANYs*#z!918DtGIRF%a zXMnLUh5M3JSLg$sHvnC!33o2Hfd3r%V#$)TkWjdCSG*1c;$$lUfeD$o&;?Tf4)25h zQLY5f0r-KEzj%_!O_UG}db}jq1Fn+_Jc_tqo<&6zFb*!f2yoG$1sqg{0UN-D2!UZc ze!(DAmH_kMtg(Q9PF&!@Ib^T`9DfTGmE t} -import com.twitter.search.queryparser.query.Conjunction -import com.twitter.search.queryparser.query.search.SearchOperator -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -case class SubscribedEarlybirdQueryTransformer @Inject() (clientId: ClientId) - extends CandidatePipelineQueryTransformer[SubscribedQuery, t.EarlybirdRequest] { - - override def transform(query: SubscribedQuery): t.EarlybirdRequest = { - val subscribedUserIds = - query.features.map(_.get(SGSSubscribedUsersFeature)).getOrElse(Seq.empty) - - val subscribedUsersQuery = new SearchOperator.Builder() - .setType(SearchOperator.Type.FILTER) - .addOperand(EarlybirdFieldConstant.EXCLUSIVE_FILTER_TERM) - .build() - - val searchQuery = query.pipelineCursor - .map { cursor => - val sinceIdQuery = - (id: Long) => new SearchOperator(SearchOperator.Type.SINCE_ID, id.toString) - val maxIdQuery = // max ID is inclusive, so subtract 1 - (id: Long) => new SearchOperator(SearchOperator.Type.MAX_ID, (id - 1).toString) - - (cursor.cursorType, cursor.id, cursor.gapBoundaryId) match { - case (Some(TopCursor), Some(sinceId), _) => - new Conjunction(sinceIdQuery(sinceId), subscribedUsersQuery) - case (Some(BottomCursor), Some(maxId), _) => - new Conjunction(maxIdQuery(maxId), subscribedUsersQuery) - case (Some(GapCursor), Some(maxId), Some(sinceId)) => - new Conjunction(sinceIdQuery(sinceId), maxIdQuery(maxId), subscribedUsersQuery) - case (Some(GapCursor), _, _) => - throw PipelineFailure(MalformedCursor, "Invalid cursor " + cursor.toString) - case _ => subscribedUsersQuery - } - }.getOrElse(subscribedUsersQuery) - - t.EarlybirdRequest( - searchQuery = t.ThriftSearchQuery( - serializedQuery = Some(searchQuery.serialize), - fromUserIDFilter64 = Some(subscribedUserIds), - numResults = query.requestedMaxResults.getOrElse(query.params(ServerMaxResultsParam)), - rankingMode = t.ThriftSearchRankingMode.Recency, - ), - getOlderResults = Some(true), // needed for archive access to older tweets - clientRequestID = Some(s"${Trace.id.traceId}"), - numResultsToReturnAtRoot = Some(query.params(ServerMaxResultsParam)), - clientId = Some(clientId.name), - ) - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/SubscribedEarlybirdResponseFeatureTransformer.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/SubscribedEarlybirdResponseFeatureTransformer.docx new file mode 100644 index 0000000000000000000000000000000000000000..ab4a0526f01f94a8212770241c42a01770b0ca58 GIT binary patch literal 37176 zcmagFWmsIvwm*z(a1AcO-Q6V++}$l`<4)rNf_rdxcL?qdA-G$RK%jA#e`jXSIWy

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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.search.earlybird.{thriftscala => t} - -object SubscribedEarlybirdResponseFeatureTransformer - extends CandidateFeatureTransformer[t.ThriftSearchResult] { - - override val identifier: TransformerIdentifier = - TransformerIdentifier("SubscribedEarlybirdResponse") - - override val features: Set[Feature[_, _]] = Set( - AuthorIdFeature, - InReplyToTweetIdFeature, - IsRetweetFeature, - SourceTweetIdFeature, - SourceUserIdFeature, - ) - - override def transform(candidate: t.ThriftSearchResult): FeatureMap = FeatureMapBuilder() - .add(AuthorIdFeature, candidate.tweetypieTweet.flatMap(_.coreData.map(_.userId))) - .add( - InReplyToTweetIdFeature, - candidate.tweetypieTweet.flatMap(_.coreData.flatMap(_.reply.flatMap(_.inReplyToStatusId)))) - .add(IsRetweetFeature, candidate.metadata.exists(_.isRetweet.contains(true))) - .add(SourceTweetIdFeature, candidate.sourceTweetypieTweet.map(_.id)) - .add(SourceUserIdFeature, candidate.sourceTweetypieTweet.flatMap(_.coreData.map(_.userId))) - .build() -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/SubscribedMixerPipelineConfig.docx 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zZ04cbd7O1v#GSJ`YzsB=dSOD1p0oNMc}k760X)5zL>kKYm*Q^w;okD& zQUmG8co0<>L1tK{*}#?8CEekn&I@@5KCk_bkzzA^rxIJUdYAG7wXA)_$CROK8ZA(1n)EH^oU8PlRg>(fK@rrW3`PrZ zPBg@dW+rp;E?TcbKG(Jp6kq=}U=HWQoTFD<&=>1(HLFa0jmU=C9_7PW5kpt>spr93 zTN+jP%?1$jfqtXImr*i9O>c($d+fDYmpP#Hte)*xQTSUzvPehQg(vSlxQD<>Seu-g zj}uwOg?*ehMLUA-F1su{EouLff{EW_Ooi!R_&H z6}aYknIu~glH>k4Ha9x=&CuJCqA(p&{rjy+{c+YQ3DwtIr;-^{7e*mjQQdl-IL?u% z!t2*D0x73%tR`pGJ?O4S4$OzPARiH`68q(l0ls<*6C#^|qk_#AOKZ4fl8%vg$J{`a z;4M-go-BwA`t+bU=hoEFbWTXVcgH}Q)h)-7GF-#gfsqr$fNGa%Y@8Z#?KLrYOZ~@u zN2~Q`0oA}qU;M{rJ-UOoM!)=khp2>%PvD+ge)|!pzEj{U+q6Gf&B^jTO{7RTB+&do ztCG>}gym0OzO6AlvzBF%aXl7EiMB(J1CU?h8NYUWL*`zbDaqi3Z|K4Fb&bU9@GZkT zMvnU;MCM@NSpjzy2t53&=i~*j&tujHp>zkG@^1h0up^J&Xi+!NrK0BA_cJ}t0Ak2c zHY>kel#l{MsO><`?WgSc^Fsk`AdtlwAQ|lF?qhu=z|+y&@@I5LNe}?l)z}0sB?5V5 z=09lQA4T;Np!k1`|0}eo1fnCEjcx#!^Z`KjJ-}(8<-cc-y@%JYOf)5YePrYS8GyUe zfIw_};2}WEe{fq*&wt%DT~`t$fdvG5ilpp39dN|2$^k&(>jv2VFSt93pF(gRri|xAtTYH@WlRfV-NW<(7^GiJ-aY}Yj=##4ls=&RpyVGs ziYiEJ518Wfl9W7@b<$m)g@8Xie-%+E;gp4!UHC}wZ#YF6hLVA@5V6a!Kjb&Vp0Wfb zo-%8^i_g3L8&8=-rlg?M-@6nU=zpqlN&-ruyGwwG{+r-mvX_#JQakQ)Imi6XwO2_} yvQSE`U6$LizrC_Ycv0dh ca} -import com.twitter.home_mixer.candidate_pipeline.ConversationServiceCandidatePipelineConfigBuilder -import com.twitter.home_mixer.candidate_pipeline.EditedTweetsCandidatePipelineConfig -import com.twitter.home_mixer.candidate_pipeline.NewTweetsPillCandidatePipelineConfig -import com.twitter.home_mixer.functional_component.decorator.HomeConversationServiceCandidateDecorator -import com.twitter.home_mixer.functional_component.decorator.urt.builder.HomeFeedbackActionInfoBuilder -import com.twitter.home_mixer.functional_component.feature_hydrator._ -import com.twitter.home_mixer.functional_component.selector.UpdateHomeClientEventDetails -import com.twitter.home_mixer.functional_component.selector.UpdateNewTweetsPillDecoration -import com.twitter.home_mixer.functional_component.side_effect._ -import com.twitter.home_mixer.model.GapIncludeInstruction -import com.twitter.home_mixer.param.HomeGlobalParams.MaxNumberReplaceInstructionsParam -import com.twitter.home_mixer.param.HomeMixerFlagName.ScribeClientEventsFlag -import com.twitter.home_mixer.product.following.model.HomeMixerExternalStrings -import com.twitter.home_mixer.product.subscribed.model.SubscribedQuery -import com.twitter.home_mixer.product.subscribed.param.SubscribedParam.ServerMaxResultsParam -import com.twitter.home_mixer.util.CandidatesUtil -import com.twitter.inject.annotations.Flag -import com.twitter.logpipeline.client.common.EventPublisher -import com.twitter.product_mixer.component_library.feature_hydrator.query.async.AsyncQueryFeatureHydrator -import com.twitter.product_mixer.component_library.feature_hydrator.query.impressed_tweets.ImpressedTweetsQueryFeatureHydrator -import com.twitter.product_mixer.component_library.feature_hydrator.query.social_graph.SGSFollowedUsersQueryFeatureHydrator -import com.twitter.product_mixer.component_library.feature_hydrator.query.social_graph.SGSSubscribedUsersQueryFeatureHydrator -import com.twitter.product_mixer.component_library.gate.NonEmptyCandidatesGate -import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate -import com.twitter.product_mixer.component_library.premarshaller.urt.UrtDomainMarshaller -import com.twitter.product_mixer.component_library.premarshaller.urt.builder.AddEntriesWithReplaceAndShowAlertInstructionBuilder -import com.twitter.product_mixer.component_library.premarshaller.urt.builder.OrderedBottomCursorBuilder -import com.twitter.product_mixer.component_library.premarshaller.urt.builder.OrderedGapCursorBuilder -import com.twitter.product_mixer.component_library.premarshaller.urt.builder.OrderedTopCursorBuilder -import com.twitter.product_mixer.component_library.premarshaller.urt.builder.ReplaceAllEntries -import com.twitter.product_mixer.component_library.premarshaller.urt.builder.ReplaceEntryInstructionBuilder -import com.twitter.product_mixer.component_library.premarshaller.urt.builder.ShowAlertInstructionBuilder -import com.twitter.product_mixer.component_library.premarshaller.urt.builder.StaticTimelineScribeConfigBuilder -import com.twitter.product_mixer.component_library.premarshaller.urt.builder.UrtMetadataBuilder -import com.twitter.product_mixer.component_library.selector.DropMaxCandidates -import com.twitter.product_mixer.component_library.selector.InsertAppendResults -import com.twitter.product_mixer.component_library.selector.SelectConditionally -import com.twitter.product_mixer.component_library.selector.UpdateSortCandidates -import com.twitter.product_mixer.core.functional_component.common.SpecificPipeline -import com.twitter.product_mixer.core.functional_component.common.SpecificPipelines -import com.twitter.product_mixer.core.functional_component.feature_hydrator.QueryFeatureHydrator -import com.twitter.product_mixer.core.functional_component.marshaller.TransportMarshaller -import com.twitter.product_mixer.core.functional_component.marshaller.response.urt.UrtTransportMarshaller -import com.twitter.product_mixer.core.functional_component.premarshaller.DomainMarshaller -import com.twitter.product_mixer.core.functional_component.selector.Selector -import com.twitter.product_mixer.core.functional_component.side_effect.PipelineResultSideEffect -import com.twitter.product_mixer.core.model.common.UniversalNoun -import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier -import com.twitter.product_mixer.core.model.common.identifier.MixerPipelineIdentifier -import com.twitter.product_mixer.core.model.marshalling.response.urt.Timeline -import com.twitter.product_mixer.core.model.marshalling.response.urt.TimelineModule -import com.twitter.product_mixer.core.model.marshalling.response.urt.TimelineScribeConfig -import com.twitter.product_mixer.core.model.marshalling.response.urt.item.tweet.TweetItem -import com.twitter.product_mixer.core.pipeline.FailOpenPolicy -import com.twitter.product_mixer.core.pipeline.candidate.CandidatePipelineConfig -import com.twitter.product_mixer.core.pipeline.candidate.DependentCandidatePipelineConfig -import com.twitter.product_mixer.core.pipeline.mixer.MixerPipelineConfig -import com.twitter.product_mixer.core.product.guice.scope.ProductScoped -import com.twitter.stringcenter.client.StringCenter -import com.twitter.timelines.render.{thriftscala => urt} -import javax.inject.Inject -import javax.inject.Provider -import javax.inject.Singleton - -@Singleton -class SubscribedMixerPipelineConfig @Inject() ( - subscribedEarlybirdCandidatePipelineConfig: SubscribedEarlybirdCandidatePipelineConfig, - conversationServiceCandidatePipelineConfigBuilder: ConversationServiceCandidatePipelineConfigBuilder[ - SubscribedQuery - ], - homeFeedbackActionInfoBuilder: HomeFeedbackActionInfoBuilder, - editedTweetsCandidatePipelineConfig: EditedTweetsCandidatePipelineConfig, - newTweetsPillCandidatePipelineConfig: NewTweetsPillCandidatePipelineConfig[SubscribedQuery], - dismissInfoQueryFeatureHydrator: DismissInfoQueryFeatureHydrator, - gizmoduckUserQueryFeatureHydrator: GizmoduckUserQueryFeatureHydrator, - requestQueryFeatureHydrator: RequestQueryFeatureHydrator[SubscribedQuery], - sgsFollowedUsersQueryFeatureHydrator: SGSFollowedUsersQueryFeatureHydrator, - sgsSubscribedUsersQueryFeatureHydrator: SGSSubscribedUsersQueryFeatureHydrator, - manhattanTweetImpressionsQueryFeatureHydrator: TweetImpressionsQueryFeatureHydrator[ - SubscribedQuery - ], - memcacheTweetImpressionsQueryFeatureHydrator: ImpressedTweetsQueryFeatureHydrator, - publishClientSentImpressionsEventBusSideEffect: PublishClientSentImpressionsEventBusSideEffect, - publishClientSentImpressionsManhattanSideEffect: PublishClientSentImpressionsManhattanSideEffect, - homeTimelineServedCandidatesSideEffect: HomeScribeServedCandidatesSideEffect, - clientEventsScribeEventPublisher: EventPublisher[ca.LogEvent], - externalStrings: HomeMixerExternalStrings, - @ProductScoped stringCenterProvider: Provider[StringCenter], - urtTransportMarshaller: UrtTransportMarshaller, - @Flag(ScribeClientEventsFlag) enableScribeClientEvents: Boolean) - extends MixerPipelineConfig[SubscribedQuery, Timeline, urt.TimelineResponse] { - - override val identifier: MixerPipelineIdentifier = MixerPipelineIdentifier("Subscribed") - - private val dependentCandidatesStep = MixerPipelineConfig.dependentCandidatePipelinesStep - private val resultSelectorsStep = MixerPipelineConfig.resultSelectorsStep - - override val fetchQueryFeatures: Seq[QueryFeatureHydrator[SubscribedQuery]] = Seq( - requestQueryFeatureHydrator, - sgsFollowedUsersQueryFeatureHydrator, - sgsSubscribedUsersQueryFeatureHydrator, - AsyncQueryFeatureHydrator(dependentCandidatesStep, dismissInfoQueryFeatureHydrator), - AsyncQueryFeatureHydrator(dependentCandidatesStep, gizmoduckUserQueryFeatureHydrator), - AsyncQueryFeatureHydrator(resultSelectorsStep, manhattanTweetImpressionsQueryFeatureHydrator), - AsyncQueryFeatureHydrator(resultSelectorsStep, memcacheTweetImpressionsQueryFeatureHydrator) - ) - - private val earlybirdCandidatePipelineScope = - SpecificPipeline(subscribedEarlybirdCandidatePipelineConfig.identifier) - - private val conversationServiceCandidatePipelineConfig = - conversationServiceCandidatePipelineConfigBuilder.build( - Seq(NonEmptyCandidatesGate(earlybirdCandidatePipelineScope)), - HomeConversationServiceCandidateDecorator(homeFeedbackActionInfoBuilder) - ) - - override val candidatePipelines: Seq[CandidatePipelineConfig[SubscribedQuery, _, _, _]] = - Seq(subscribedEarlybirdCandidatePipelineConfig) - - override val dependentCandidatePipelines: Seq[ - DependentCandidatePipelineConfig[SubscribedQuery, _, _, _] - ] = Seq( - conversationServiceCandidatePipelineConfig, - editedTweetsCandidatePipelineConfig, - newTweetsPillCandidatePipelineConfig - ) - - override val failOpenPolicies: Map[CandidatePipelineIdentifier, FailOpenPolicy] = Map( - editedTweetsCandidatePipelineConfig.identifier -> FailOpenPolicy.Always, - newTweetsPillCandidatePipelineConfig.identifier -> FailOpenPolicy.Always, - ) - - override val resultSelectors: Seq[Selector[SubscribedQuery]] = Seq( - UpdateSortCandidates( - ordering = CandidatesUtil.reverseChronTweetsOrdering, - candidatePipeline = conversationServiceCandidatePipelineConfig.identifier - ), - DropMaxCandidates( - candidatePipeline = editedTweetsCandidatePipelineConfig.identifier, - maxSelectionsParam = MaxNumberReplaceInstructionsParam - ), - DropMaxCandidates( - candidatePipeline = conversationServiceCandidatePipelineConfig.identifier, - maxSelectionsParam = ServerMaxResultsParam - ), - InsertAppendResults(candidatePipeline = conversationServiceCandidatePipelineConfig.identifier), - // This selector must come after the tweets are inserted into the results - UpdateNewTweetsPillDecoration( - pipelineScope = SpecificPipelines( - conversationServiceCandidatePipelineConfig.identifier, - newTweetsPillCandidatePipelineConfig.identifier - ), - stringCenter = stringCenterProvider.get(), - seeNewTweetsString = externalStrings.seeNewTweetsString, - tweetedString = externalStrings.tweetedString - ), - InsertAppendResults(candidatePipeline = editedTweetsCandidatePipelineConfig.identifier), - SelectConditionally( - selector = - InsertAppendResults(candidatePipeline = newTweetsPillCandidatePipelineConfig.identifier), - includeSelector = (_, _, results) => CandidatesUtil.containsType[TweetCandidate](results) - ), - UpdateHomeClientEventDetails( - candidatePipelines = Set(conversationServiceCandidatePipelineConfig.identifier) - ), - ) - - private val homeScribeClientEventSideEffect = HomeScribeClientEventSideEffect( - enableScribeClientEvents = enableScribeClientEvents, - logPipelinePublisher = clientEventsScribeEventPublisher, - injectedTweetsCandidatePipelineIdentifiers = - Seq(conversationServiceCandidatePipelineConfig.identifier), - ) - - override val resultSideEffects: Seq[PipelineResultSideEffect[SubscribedQuery, Timeline]] = Seq( - homeScribeClientEventSideEffect, - homeTimelineServedCandidatesSideEffect, - publishClientSentImpressionsEventBusSideEffect, - publishClientSentImpressionsManhattanSideEffect - ) - - override val domainMarshaller: DomainMarshaller[SubscribedQuery, Timeline] = { - val instructionBuilders = Seq( - ReplaceEntryInstructionBuilder(ReplaceAllEntries), - AddEntriesWithReplaceAndShowAlertInstructionBuilder(), - ShowAlertInstructionBuilder(), - ) - - val idSelector: PartialFunction[UniversalNoun[_], Long] = { - // exclude ads while determining tweet cursor values - case item: TweetItem if item.promotedMetadata.isEmpty => item.id - case module: TimelineModule - if module.items.headOption.exists(_.item.isInstanceOf[TweetItem]) => - module.items.last.item match { case item: TweetItem => item.id } - } - - val topCursorBuilder = OrderedTopCursorBuilder(idSelector) - val bottomCursorBuilder = - OrderedBottomCursorBuilder(idSelector, GapIncludeInstruction.inverse()) - val gapCursorBuilder = OrderedGapCursorBuilder(idSelector, GapIncludeInstruction) - - val metadataBuilder = UrtMetadataBuilder( - title = None, - scribeConfigBuilder = Some( - StaticTimelineScribeConfigBuilder( - TimelineScribeConfig(page = Some("subscribed"), section = None, entityToken = None))) - ) - - UrtDomainMarshaller( - instructionBuilders = instructionBuilders, - metadataBuilder = Some(metadataBuilder), - cursorBuilders = Seq(topCursorBuilder, bottomCursorBuilder, gapCursorBuilder) - ) - } - - override val transportMarshaller: TransportMarshaller[Timeline, urt.TimelineResponse] = - urtTransportMarshaller -} diff --git 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z`zLb3@_bu+)9pfC28&5GYrTViQUlA~Cx{8U)RkA%5W3#_Y-=Opv$%H9<1YcjQ#aa! z=|f-Ekzrb4Bcr6}w%^th^ceYmDs{V3bX{%Vu|`QpNCjDoG#)j-MOggk9UKQ{tXlQpkuk zud%Z*^b_8PIOty2`?q%dVW`EdHt3ldGcgOYd@ql4KsfGdUM{)#fRGAAs4YOv?R(ns z^S}aQ5QvQ-Pz-kQL?bK$ywZ2IHRw2SsK8+=CSY;oF9X0VBU~2QROk?poaW zv`RMz1mbE4o;(9E#AfFJknp<>Jo`?#Csu5?DlmB~FqQbW$uoI>;Qu}O?;<-|0beZq zXS@;wVrR()0nlFumI(?NW%EXS(SaT=o9#-l4Zt6i{7GY(YW26lpwCN!b-;bnEghws zKXraqm urt} -import com.twitter.timelines.util.RequestCursorSerializer -import com.twitter.util.Time -import com.twitter.util.Try -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class SubscribedProductPipelineConfig @Inject() ( - subscribedMixerPipelineConfig: SubscribedMixerPipelineConfig, - subscribedParamConfig: param.SubscribedParamConfig) - extends ProductPipelineConfig[HomeMixerRequest, SubscribedQuery, urt.TimelineResponse] { - - override val identifier: ProductPipelineIdentifier = ProductPipelineIdentifier("Subscribed") - - override val product: Product = SubscribedProduct - override val paramConfig: ProductParamConfig = subscribedParamConfig - - override def pipelineQueryTransformer( - request: HomeMixerRequest, - params: Params - ): SubscribedQuery = { - val context = request.productContext match { - case Some(context: SubscribedProductContext) => context - case _ => throw PipelineFailure(BadRequest, "SubscribedProductContext not found") - } - - val debugOptions = request.debugParams.flatMap(_.debugOptions) - - /** - * Unlike other clients, newly created tweets on Android have the sort index set to the current - * time instead of the top sort index + 1, so these tweets get stuck at the top of the timeline - * if subsequent timeline responses use the sort index from the previous response instead of - * the current time. - */ - val pipelineCursor = request.serializedRequestCursor.flatMap { cursor => - Try(UrtCursorSerializer.deserializeOrderedCursor(cursor)) - .getOrElse(ChronologicalCursorUnmarshaller(RequestCursorSerializer.deserialize(cursor))) - .map { - case UrtOrderedCursor(_, id, Some(GapCursor), gapBoundaryId) - if id.isEmpty || gapBoundaryId.isEmpty => - throw PipelineFailure(MalformedCursor, "Gap Cursor bounds not defined") - case topCursor @ UrtOrderedCursor(_, _, Some(TopCursor), _) => - val queryTime = debugOptions.flatMap(_.requestTimeOverride).getOrElse(Time.now) - topCursor.copy(initialSortIndex = SortIndexBuilder.timeToId(queryTime)) - case cursor => cursor - } - } - - SubscribedQuery( - params = params, - clientContext = request.clientContext, - features = None, - pipelineCursor = pipelineCursor, - requestedMaxResults = Some(params(ServerMaxResultsParam)), - debugOptions = debugOptions, - deviceContext = context.deviceContext, - seenTweetIds = context.seenTweetIds - ) - } - - override val pipelines: Seq[PipelineConfig] = Seq(subscribedMixerPipelineConfig) - - override def pipelineSelector( - query: SubscribedQuery - ): ComponentIdentifier = subscribedMixerPipelineConfig.identifier - - override val alerts: Seq[Alert] = Seq( - SuccessRateAlert( - notificationGroup = DefaultNotificationGroup, - warnPredicate = TriggerIfBelow(99.9, 20, 30), - criticalPredicate = TriggerIfBelow(99.9, 30, 30), - ), - LatencyAlert( - notificationGroup = DefaultNotificationGroup, - percentile = P99, - warnPredicate = TriggerIfLatencyAbove(1100.millis, 15, 30), - criticalPredicate = TriggerIfLatencyAbove(1200.millis, 15, 30) - ), - ThroughputAlert( - notificationGroup = DefaultNotificationGroup, - warnPredicate = TriggerIfAbove(18000), - criticalPredicate = TriggerIfAbove(20000) - ) - ) - - override val debugAccessPolicies: Set[AccessPolicy] = DefaultHomeMixerAccessPolicy -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/model/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/model/BUILD.bazel deleted file mode 100644 index b821a8f8d..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/model/BUILD.bazel +++ /dev/null @@ -1,20 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/model/request", - "home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/param", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/cursor", - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/pipeline/candidate/flexible_injection_pipeline", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - "stringcenter/client", - "stringcenter/client/src/main/java", - ], - exports = [ - "product-mixer/component-library/src/main/scala/com/twitter/product_mixer/component_library/model/cursor", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline", - ], -) diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/model/BUILD.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/model/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..6da0329ba64d875e645c9f6fa0f060903db6d206 GIT binary patch literal 36934 zcmagEWmp}_wm*z(a1HM6?hb+A?ruRh5*#)j+yex6cbAR36N0-1NFccTe`jXSIWy

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com.twitter.product_mixer.core.functional_component.common.alert.Destination -import com.twitter.product_mixer.core.functional_component.common.alert.EmptyResponseRateAlert -import com.twitter.product_mixer.core.functional_component.common.alert.LatencyAlert -import com.twitter.product_mixer.core.functional_component.common.alert.NotificationGroup -import com.twitter.product_mixer.core.functional_component.common.alert.P99 -import com.twitter.product_mixer.core.functional_component.common.alert.Percentile -import com.twitter.product_mixer.core.functional_component.common.alert.SuccessRateAlert -import com.twitter.product_mixer.core.functional_component.common.alert.predicate.TriggerIfAbove -import com.twitter.product_mixer.core.functional_component.common.alert.predicate.TriggerIfBelow -import com.twitter.product_mixer.core.functional_component.common.alert.predicate.TriggerIfLatencyAbove -import com.twitter.util.Duration - -/** - * Notifications (email, pagerduty, etc) can be specific per-alert but it is common for multiple - * products to share notification configuration. - */ -object HomeMixerAlertConfig { - val DefaultNotificationGroup: NotificationGroup = NotificationGroup( - warn = Destination(emails = Seq("")), - critical = Destination(emails = Seq("")) - ) - - object BusinessHours { - val DefaultNotificationGroup: NotificationGroup = NotificationGroup( - warn = Destination(emails = Seq("")), - critical = Destination(emails = - Seq("")) - ) - - def defaultEmptyResponseRateAlert(warnThreshold: Double = 50, criticalThreshold: Double = 80) = - EmptyResponseRateAlert( - notificationGroup = DefaultNotificationGroup, - warnPredicate = TriggerIfAbove(warnThreshold), - criticalPredicate = TriggerIfAbove(criticalThreshold) - ) - - def defaultSuccessRateAlert( - threshold: Double = 99.5, - warnDatapointsPastThreshold: Int = 20, - criticalDatapointsPastThreshold: Int = 30, - duration: Int = 30 - ) = SuccessRateAlert( - notificationGroup = DefaultNotificationGroup, - warnPredicate = TriggerIfBelow(threshold, warnDatapointsPastThreshold, duration), - criticalPredicate = TriggerIfBelow(threshold, criticalDatapointsPastThreshold, duration), - ) - - def defaultLatencyAlert( - latencyThreshold: Duration = 200.millis, - warningDatapointsPastThreshold: Int = 15, - criticalDatapointsPastThreshold: Int = 30, - duration: Int = 30, - percentile: Percentile = P99 - ): LatencyAlert = LatencyAlert( - notificationGroup = DefaultNotificationGroup, - percentile = percentile, - warnPredicate = - TriggerIfLatencyAbove(latencyThreshold, warningDatapointsPastThreshold, duration), - criticalPredicate = - TriggerIfLatencyAbove(latencyThreshold, criticalDatapointsPastThreshold, duration) - ) - } -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/service/ScoredTweetsService.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/service/ScoredTweetsService.docx new file mode 100644 index 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com.twitter.product_mixer.core.model.marshalling.request.Request -import com.twitter.product_mixer.core.pipeline.product.ProductPipelineRequest -import com.twitter.product_mixer.core.product.registry.ProductPipelineRegistry -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.Params -import javax.inject.Inject -import javax.inject.Singleton -import scala.reflect.runtime.universe._ - -@Singleton -class ScoredTweetsService @Inject() (productPipelineRegistry: ProductPipelineRegistry) { - - def getScoredTweetsResponse[RequestType <: Request]( - request: RequestType, - params: Params - )( - implicit requestTypeTag: TypeTag[RequestType] - ): Stitch[t.ScoredTweetsResponse] = productPipelineRegistry - .getProductPipeline[RequestType, t.ScoredTweetsResponse](request.product) - .process(ProductPipelineRequest(request, params)) -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/store/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/store/BUILD.bazel deleted file mode 100644 index c4855d9e7..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/store/BUILD.bazel +++ /dev/null @@ -1,13 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/twitter/bijection:scrooge", - "3rdparty/jvm/com/twitter/storehaus:core", - "src/thrift/com/twitter/wtf/candidate:wtf-candidate-scala", - "stitch/stitch-core", - "storage/clients/manhattan/client/src/main/scala", - ], -) diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/store/BUILD.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/store/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..f5ee9965e3c68a82627d6ef083ba236a0be19ad0 GIT binary patch literal 36863 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a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/param/SubscribedParam.scala +++ /dev/null @@ -1,15 +0,0 @@ -package com.twitter.home_mixer.product.subscribed.param - -import com.twitter.timelines.configapi.FSBoundedParam - -object SubscribedParam { - val SupportedClientFSName = "subscribed_supported_client" - - object ServerMaxResultsParam - extends FSBoundedParam[Int]( - name = "subscribed_server_max_results", - default = 100, - min = 1, - max = 500 - ) -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/param/SubscribedParamConfig.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/subscribed/param/SubscribedParamConfig.docx new file mode 100644 index 0000000000000000000000000000000000000000..9b13f70b2ce84b33725f5d05467ec69f16c16c8f GIT binary patch literal 36925 zcmagEWmp}_wm*z(a1HM6?he7--5oX(95x=@Ex5Zo1b2rJ+$}%?!QKBmGjqAaQtZD_|Zt+ z%gMskfXUOrzBxrfX-x$6)7cAFDzgxYk2nfe#jX>L6GH-?L~Z5`kIpjli9E!^-6UUx 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DeciderKeyName = DeciderKey.EnableSubscribedProduct - override val supportedClientFSName: String = SupportedClientFSName - - override val boundedIntFSOverrides = Seq( - ServerMaxResultsParam - ) -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/service/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/service/BUILD.bazel deleted file mode 100644 index c0211ff72..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/service/BUILD.bazel +++ /dev/null @@ -1,15 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/javax/inject:javax.inject", - "configapi/configapi-core", - "home-mixer/thrift/src/main/thrift:thrift-scala", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/pipeline/product", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/product", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/product/registry", - "stitch/stitch-core", - ], -) diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/service/BUILD.docx b/home-mixer/server/src/main/scala/com/twitter/home_mixer/service/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..dca80f30eeefb959390b6ce698d08013de2e34f9 GIT binary patch literal 36881 zcmagEWmsIvwm*z(a1AcO-Q6V++}$l`<4)tj-GaNjySsgyXU|?e~U|<-aQ5`XWowJ#pvw^CI zy_u69qr0t5W0IW0sxa!8vlpynCP5M}F%+z_9eZkf`ZzrC>hv3KttF-tS%`=)q^AIobh9nh#*nRFyI6=)^<8aLNK>(4p1&GhDeHDt9P_ebEsSG zEkt%7LIj|G|6$w1=r*pwb_7#b8hNdvy@75O{Nn^*9Yk3(dkC4O@n*-DbG)if_qjt` zD_YgZ@+eRW&+|?UIpeq|fQG7`R4)-GjkP1D(mUv`|L%^aFy@2c!&0dJ-Q294?Sz`& z2+9`@HKAJNc9EFmQ8pf~H-{rJGM}5AAf06%ae1E(aRUKrf8hbI`wQf!eIw`<-1~R_ zRd-U)oke>ts{wf?vh>L`Ixk6t1!&!IMo(Ukh{fga#RYqx7mL^TgvRd3@}4l|^uZMW z(M1nR8R2_S_ckEFzz{)y4IIsEoR}DYe^$m%eu88{^*a-k7@;V(Yf=+0Sk@Omlq(SI 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diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scoring_pipeline/ScoredTweetsModelScoringPipelineConfig.scala b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scoring_pipeline/ScoredTweetsModelScoringPipelineConfig.scala deleted file mode 100644 index ab1b49a83..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/scoring_pipeline/ScoredTweetsModelScoringPipelineConfig.scala +++ /dev/null @@ -1,223 +0,0 @@ -package com.twitter.home_mixer.product.scored_tweets.scoring_pipeline - -import com.twitter.home_mixer.functional_component.feature_hydrator._ -import com.twitter.home_mixer.model.HomeFeatures.EarlybirdScoreFeature -import com.twitter.home_mixer.product.scored_tweets.candidate_pipeline.CachedScoredTweetsCandidatePipelineConfig -import com.twitter.home_mixer.product.scored_tweets.candidate_pipeline.ScoredTweetsBackfillCandidatePipelineConfig -import com.twitter.home_mixer.product.scored_tweets.candidate_pipeline.ScoredTweetsFrsCandidatePipelineConfig -import com.twitter.home_mixer.product.scored_tweets.candidate_pipeline.ScoredTweetsInNetworkCandidatePipelineConfig -import com.twitter.home_mixer.product.scored_tweets.candidate_pipeline.ScoredTweetsListsCandidatePipelineConfig -import com.twitter.home_mixer.product.scored_tweets.candidate_pipeline.ScoredTweetsPopularVideosCandidatePipelineConfig -import com.twitter.home_mixer.product.scored_tweets.candidate_pipeline.ScoredTweetsTweetMixerCandidatePipelineConfig -import com.twitter.home_mixer.product.scored_tweets.candidate_pipeline.ScoredTweetsUtegCandidatePipelineConfig -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.AncestorFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.AuthorFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.AuthorIsCreatorFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.EarlybirdFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.GizmoduckAuthorFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.GraphTwoHopFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.MetricCenterUserCountingFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.RealGraphViewerAuthorFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.RealGraphViewerRelatedUsersFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.RealTimeInteractionGraphEdgeFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.SimClustersEngagementSimilarityFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.SimClustersUserTweetScoresHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.TSPInferredTopicFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.TweetMetaDataFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.TweetTimeFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.TweetypieContentFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.TwhinAuthorFollowFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.UtegFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.offline_aggregates.Phase1EdgeAggregateFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.offline_aggregates.Phase2EdgeAggregateFeatureHydrator -import com.twitter.home_mixer.product.scored_tweets.feature_hydrator.real_time_aggregates._ -import com.twitter.home_mixer.product.scored_tweets.model.ScoredTweetsQuery -import com.twitter.home_mixer.product.scored_tweets.param.ScoredTweetsParam.QualityFactor -import com.twitter.home_mixer.product.scored_tweets.scorer.NaviModelScorer -import com.twitter.home_mixer.util.CandidatesUtil -import com.twitter.product_mixer.component_library.gate.NonEmptyCandidatesGate -import com.twitter.product_mixer.component_library.model.candidate.TweetCandidate -import com.twitter.product_mixer.component_library.selector.DropMaxCandidates -import com.twitter.product_mixer.component_library.selector.InsertAppendResults -import com.twitter.product_mixer.component_library.selector.UpdateSortCandidates -import com.twitter.product_mixer.core.functional_component.common.AllExceptPipelines -import com.twitter.product_mixer.core.functional_component.common.SpecificPipeline -import com.twitter.product_mixer.core.functional_component.common.SpecificPipelines -import com.twitter.product_mixer.core.functional_component.feature_hydrator.BaseCandidateFeatureHydrator -import com.twitter.product_mixer.core.functional_component.gate.BaseGate -import com.twitter.product_mixer.core.functional_component.scorer.Scorer -import com.twitter.product_mixer.core.functional_component.selector.Selector -import com.twitter.product_mixer.core.model.common.identifier.CandidatePipelineIdentifier -import com.twitter.product_mixer.core.model.common.identifier.ScoringPipelineIdentifier -import com.twitter.product_mixer.core.model.common.presentation.CandidateWithDetails -import com.twitter.product_mixer.core.model.common.presentation.ItemCandidateWithDetails -import com.twitter.product_mixer.core.pipeline.pipeline_failure.PipelineFailure -import com.twitter.product_mixer.core.pipeline.pipeline_failure.UnexpectedCandidateResult -import com.twitter.product_mixer.core.pipeline.scoring.ScoringPipelineConfig -import com.twitter.timelines.configapi.Param - -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class ScoredTweetsModelScoringPipelineConfig @Inject() ( - // candidate sources - scoredTweetsInNetworkCandidatePipelineConfig: ScoredTweetsInNetworkCandidatePipelineConfig, - scoredTweetsUtegCandidatePipelineConfig: ScoredTweetsUtegCandidatePipelineConfig, - scoredTweetsTweetMixerCandidatePipelineConfig: ScoredTweetsTweetMixerCandidatePipelineConfig, - scoredTweetsFrsCandidatePipelineConfig: ScoredTweetsFrsCandidatePipelineConfig, - scoredTweetsListsCandidatePipelineConfig: ScoredTweetsListsCandidatePipelineConfig, - scoredTweetsPopularVideosCandidatePipelineConfig: ScoredTweetsPopularVideosCandidatePipelineConfig, - scoredTweetsBackfillCandidatePipelineConfig: ScoredTweetsBackfillCandidatePipelineConfig, - // feature hydrators - ancestorFeatureHydrator: AncestorFeatureHydrator, - authorFeatureHydrator: AuthorFeatureHydrator, - authorIsCreatorFeatureHydrator: AuthorIsCreatorFeatureHydrator, - earlybirdFeatureHydrator: EarlybirdFeatureHydrator, - gizmoduckAuthorSafetyFeatureHydrator: GizmoduckAuthorFeatureHydrator, - graphTwoHopFeatureHydrator: GraphTwoHopFeatureHydrator, - metricCenterUserCountingFeatureHydrator: MetricCenterUserCountingFeatureHydrator, - perspectiveFilteredSocialContextFeatureHydrator: PerspectiveFilteredSocialContextFeatureHydrator, - realGraphViewerAuthorFeatureHydrator: RealGraphViewerAuthorFeatureHydrator, - realGraphViewerRelatedUsersFeatureHydrator: RealGraphViewerRelatedUsersFeatureHydrator, - realTimeInteractionGraphEdgeFeatureHydrator: RealTimeInteractionGraphEdgeFeatureHydrator, - sgsValidSocialContextFeatureHydrator: SGSValidSocialContextFeatureHydrator, - simClustersEngagementSimilarityFeatureHydrator: SimClustersEngagementSimilarityFeatureHydrator, - simClustersUserTweetScoresHydrator: SimClustersUserTweetScoresHydrator, - tspInferredTopicFeatureHydrator: TSPInferredTopicFeatureHydrator, - tweetypieContentFeatureHydrator: TweetypieContentFeatureHydrator, - twhinAuthorFollowFeatureHydrator: TwhinAuthorFollowFeatureHydrator, - utegFeatureHydrator: UtegFeatureHydrator, - // real time aggregate feature hydrators - engagementsReceivedByAuthorRealTimeAggregateFeatureHydrator: EngagementsReceivedByAuthorRealTimeAggregateFeatureHydrator, - topicCountryEngagementRealTimeAggregateFeatureHydrator: TopicCountryEngagementRealTimeAggregateFeatureHydrator, - topicEngagementRealTimeAggregateFeatureHydrator: TopicEngagementRealTimeAggregateFeatureHydrator, - tweetCountryEngagementRealTimeAggregateFeatureHydrator: TweetCountryEngagementRealTimeAggregateFeatureHydrator, - tweetEngagementRealTimeAggregateFeatureHydrator: TweetEngagementRealTimeAggregateFeatureHydrator, - twitterListEngagementRealTimeAggregateFeatureHydrator: TwitterListEngagementRealTimeAggregateFeatureHydrator, - userAuthorEngagementRealTimeAggregateFeatureHydrator: UserAuthorEngagementRealTimeAggregateFeatureHydrator, - // offline aggregate feature hydrators - phase1EdgeAggregateFeatureHydrator: Phase1EdgeAggregateFeatureHydrator, - phase2EdgeAggregateFeatureHydrator: Phase2EdgeAggregateFeatureHydrator, - // model - naviModelScorer: NaviModelScorer) - extends ScoringPipelineConfig[ScoredTweetsQuery, TweetCandidate] { - - override val identifier: ScoringPipelineIdentifier = - ScoringPipelineIdentifier("ScoredTweetsModel") - - private val nonCachedScoringPipelineScope = AllExceptPipelines( - pipelinesToExclude = Set(CachedScoredTweetsCandidatePipelineConfig.Identifier) - ) - - override val gates: Seq[BaseGate[ScoredTweetsQuery]] = Seq( - NonEmptyCandidatesGate(nonCachedScoringPipelineScope) - ) - - private val earlybirdScorePipelineScope = Set( - scoredTweetsInNetworkCandidatePipelineConfig.identifier, - scoredTweetsUtegCandidatePipelineConfig.identifier, - scoredTweetsFrsCandidatePipelineConfig.identifier - ) - - private val earlybirdScoreOrdering: Ordering[CandidateWithDetails] = - Ordering.by[CandidateWithDetails, Double] { - case ItemCandidateWithDetails(_, _, features) => - -features.getOrElse(EarlybirdScoreFeature, None).getOrElse(0.0) - case _ => throw PipelineFailure(UnexpectedCandidateResult, "Invalid candidate type") - } - - private def qualityFactorDropMaxCandidates( - pipelineIdentifier: CandidatePipelineIdentifier, - qualityFactorParam: Param[Int] - ): DropMaxCandidates[ScoredTweetsQuery] = { - new DropMaxCandidates( - pipelineScope = SpecificPipelines(pipelineIdentifier), - maxSelector = (query, _, _) => - (query.getQualityFactorCurrentValue(identifier) * - query.params(qualityFactorParam)).toInt - ) - } - - override val selectors: Seq[Selector[ScoredTweetsQuery]] = Seq( - UpdateSortCandidates(SpecificPipelines(earlybirdScorePipelineScope), earlybirdScoreOrdering), - UpdateSortCandidates( - SpecificPipeline(scoredTweetsBackfillCandidatePipelineConfig.identifier), - CandidatesUtil.reverseChronTweetsOrdering - ), - qualityFactorDropMaxCandidates( - scoredTweetsInNetworkCandidatePipelineConfig.identifier, - QualityFactor.InNetworkMaxTweetsToScoreParam - ), - qualityFactorDropMaxCandidates( - scoredTweetsUtegCandidatePipelineConfig.identifier, - QualityFactor.UtegMaxTweetsToScoreParam - ), - qualityFactorDropMaxCandidates( - scoredTweetsFrsCandidatePipelineConfig.identifier, - QualityFactor.FrsMaxTweetsToScoreParam - ), - qualityFactorDropMaxCandidates( - scoredTweetsTweetMixerCandidatePipelineConfig.identifier, - QualityFactor.TweetMixerMaxTweetsToScoreParam - ), - qualityFactorDropMaxCandidates( - scoredTweetsListsCandidatePipelineConfig.identifier, - QualityFactor.ListsMaxTweetsToScoreParam - ), - qualityFactorDropMaxCandidates( - scoredTweetsPopularVideosCandidatePipelineConfig.identifier, - QualityFactor.PopularVideosMaxTweetsToScoreParam - ), - qualityFactorDropMaxCandidates( - scoredTweetsBackfillCandidatePipelineConfig.identifier, - QualityFactor.BackfillMaxTweetsToScoreParam - ), - // Select candidates for Heavy Ranker Feature Hydration and Scoring - InsertAppendResults(nonCachedScoringPipelineScope) - ) - - override val preScoringFeatureHydrationPhase1: Seq[ - BaseCandidateFeatureHydrator[ScoredTweetsQuery, TweetCandidate, _] - ] = Seq( - TweetMetaDataFeatureHydrator, - ancestorFeatureHydrator, - authorFeatureHydrator, - authorIsCreatorFeatureHydrator, - earlybirdFeatureHydrator, - gizmoduckAuthorSafetyFeatureHydrator, - graphTwoHopFeatureHydrator, - metricCenterUserCountingFeatureHydrator, - realTimeInteractionGraphEdgeFeatureHydrator, - realGraphViewerAuthorFeatureHydrator, - simClustersEngagementSimilarityFeatureHydrator, - simClustersUserTweetScoresHydrator, - InNetworkFeatureHydrator, - tspInferredTopicFeatureHydrator, - tweetypieContentFeatureHydrator, - twhinAuthorFollowFeatureHydrator, - utegFeatureHydrator, - // real time aggregates - engagementsReceivedByAuthorRealTimeAggregateFeatureHydrator, - tweetCountryEngagementRealTimeAggregateFeatureHydrator, - tweetEngagementRealTimeAggregateFeatureHydrator, - twitterListEngagementRealTimeAggregateFeatureHydrator, - userAuthorEngagementRealTimeAggregateFeatureHydrator, - // offline aggregates - phase1EdgeAggregateFeatureHydrator - ) - - override val preScoringFeatureHydrationPhase2: Seq[ - BaseCandidateFeatureHydrator[ScoredTweetsQuery, TweetCandidate, _] - ] = Seq( - perspectiveFilteredSocialContextFeatureHydrator, - phase2EdgeAggregateFeatureHydrator, - realGraphViewerRelatedUsersFeatureHydrator, - sgsValidSocialContextFeatureHydrator, - TweetTimeFeatureHydrator, - topicCountryEngagementRealTimeAggregateFeatureHydrator, - topicEngagementRealTimeAggregateFeatureHydrator - ) - - override val scorers: Seq[Scorer[ScoredTweetsQuery, TweetCandidate]] = Seq(naviModelScorer) -} diff --git a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/selector/BUILD.bazel b/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/selector/BUILD.bazel deleted file mode 100644 index c5dbb187f..000000000 --- a/home-mixer/server/src/main/scala/com/twitter/home_mixer/product/scored_tweets/selector/BUILD.bazel +++ /dev/null @@ -1,12 +0,0 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