From c80f53f99d4c74a95d0f80f3343a183261fab8ca Mon Sep 17 00:00:00 2001 From: Ari Archer Date: Tue, 23 Jan 2024 19:06:44 +0200 Subject: [PATCH] [docx] split commit for file 1200 Signed-off-by: Ari Archer --- .../RemoveAccountProofTransform.docx | Bin 0 -> 37130 bytes .../RemoveAccountProofTransform.scala | 27 -- .../common/transforms/ranker_id/BUILD | 19 -- .../common/transforms/ranker_id/BUILD.docx | Bin 0 -> 36950 bytes .../ranker_id/RandomRankerIdTransform.docx | Bin 0 -> 37046 bytes .../ranker_id/RandomRankerIdTransform.scala | 24 -- ...RecommendationFlowIdentifierTransform.docx | Bin 0 -> 36943 bytes ...ecommendationFlowIdentifierTransform.scala | 20 -- .../recommendation_flow_identifier/BUILD | 9 - .../recommendation_flow_identifier/BUILD.docx | Bin 0 -> 36799 bytes .../common/transforms/tracking_token/BUILD | 18 -- .../transforms/tracking_token/BUILD.docx | Bin 0 -> 36935 bytes .../TrackingTokenTransform.docx | Bin 0 -> 37792 bytes .../TrackingTokenTransform.scala | 76 ----- 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graph-feature-service/src/main/scala/com/twitter/graph_feature_service/server/handlers/ServerWarmupHandler.scala create mode 100644 graph-feature-service/src/main/scala/com/twitter/graph_feature_service/server/modules/GetIntersectionStoreModule.docx delete mode 100644 graph-feature-service/src/main/scala/com/twitter/graph_feature_service/server/modules/GetIntersectionStoreModule.scala create mode 100644 graph-feature-service/src/main/scala/com/twitter/graph_feature_service/server/modules/GraphFeatureServiceWorkerClientsModule.docx delete mode 100644 graph-feature-service/src/main/scala/com/twitter/graph_feature_service/server/modules/GraphFeatureServiceWorkerClientsModule.scala create mode 100644 graph-feature-service/src/main/scala/com/twitter/graph_feature_service/server/modules/LZ4Injection.docx delete mode 100644 graph-feature-service/src/main/scala/com/twitter/graph_feature_service/server/modules/LZ4Injection.scala diff --git 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/ranker_id/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/ranker_id/BUILD deleted file mode 100644 index d6dcd8522..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/ranker_id/BUILD +++ /dev/null @@ -1,19 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/common", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils", - "hermit/hermit-core/src/main/scala/com/twitter/hermit/constants", - "util/util-slf4j-api/src/main/scala", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/ranker_id/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/ranker_id/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..00883da598bbda8ee8713a71a07c7965a20abe4a GIT binary patch literal 36950 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/recommendation_flow_identifier/AddRecommendationFlowIdentifierTransform.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/recommendation_flow_identifier/AddRecommendationFlowIdentifierTransform.scala deleted file mode 100644 index 87c111a6c..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/recommendation_flow_identifier/AddRecommendationFlowIdentifierTransform.scala +++ /dev/null @@ -1,20 +0,0 @@ -package com.twitter.follow_recommendations.common.transforms.recommendation_flow_identifier - -import com.google.inject.Inject -import com.twitter.follow_recommendations.common.base.Transform -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.HasRecommendationFlowIdentifier -import com.twitter.stitch.Stitch - -class AddRecommendationFlowIdentifierTransform @Inject() - extends Transform[HasRecommendationFlowIdentifier, CandidateUser] { - - override def transform( - target: HasRecommendationFlowIdentifier, - items: Seq[CandidateUser] - ): Stitch[Seq[CandidateUser]] = { - Stitch.value(items.map { candidateUser => - candidateUser.copy(recommendationFlowIdentifier = target.recommendationFlowIdentifier) - }) - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/recommendation_flow_identifier/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/recommendation_flow_identifier/BUILD deleted file mode 100644 index 820e2df66..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/recommendation_flow_identifier/BUILD +++ /dev/null @@ -1,9 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/recommendation_flow_identifier/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/recommendation_flow_identifier/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..43b93eb1cdeb7b0e9af967996742721d4d0da4b8 GIT binary patch literal 36799 zcmagFWmufawl<7wa1AcO-Q6XS;O;I#8+RHH?g4_kyG!Hlgy3#L0>Rzi&dlt+XZAVg z`~Ey!RMom=t?H`kheGKiGz>Nb1Ox)a_*WjSN|nO+BuEH|Q8)+)EO4u?1i;?K+}_1d z&C|i$S)bX%&bBd0UU5Yf{qyNFPBM!ynYRQQPT95ttpj5`fn;_1HLvy}%ds5P{p~n^ 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--git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/tracking_token/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/tracking_token/BUILD deleted file mode 100644 index d9b257348..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/tracking_token/BUILD +++ /dev/null @@ -1,18 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils", - "hermit/hermit-core/src/main/scala/com/twitter/hermit/constants", - "util/util-slf4j-api/src/main/scala", - ], -) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/tracking_token/BUILD.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/tracking_token/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..5ff65161cf27996428c6ccfe66169672fcfcf12a GIT binary patch literal 36935 zcmagEWmp{9wm*z(a1HM6?hb+A?ruRFcNz~6+=IKjLmGD{1a}LNKydeeXJ*bhGw0s> zzF&%mz1RB5T2;GtRhNo9Gz>Nb1Ox)a#AjZeYPI5o6i5h&F*pbaEbyqlB*4+l($URW 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/tracking_token/TrackingTokenTransform.scala +++ /dev/null @@ -1,76 +0,0 @@ -package com.twitter.follow_recommendations.common.transforms.tracking_token - -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.base.Transform -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.HasDisplayLocation -import com.twitter.follow_recommendations.common.models.Session -import com.twitter.follow_recommendations.common.models.TrackingToken -import com.twitter.hermit.constants.AlgorithmFeedbackTokens.AlgorithmToFeedbackTokenMap -import com.twitter.hermit.model.Algorithm -import com.twitter.product_mixer.core.model.common.identifier.CandidateSourceIdentifier -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import com.twitter.stitch.Stitch -import com.twitter.util.logging.Logging - -import javax.inject.Inject -import javax.inject.Singleton - -/** - * This transform adds the tracking token for all candidates - * Since this happens in the same request, we use the same trace-id for all candidates - * There are no RPC calls in this transform so it's safe to chain it with `andThen` at the end of - * all other product-specific transforms - */ -@Singleton -class TrackingTokenTransform @Inject() (baseStatsReceiver: StatsReceiver) - extends Transform[HasDisplayLocation with HasClientContext, CandidateUser] - with Logging { - - def profileResults( - target: HasDisplayLocation with HasClientContext, - candidates: Seq[CandidateUser] - ) = { - // Metrics to track # results per candidate source - val stats = baseStatsReceiver.scope(target.displayLocation.toString + "/final_results") - stats.stat("total").add(candidates.size) - - stats.counter(target.displayLocation.toString).incr() - - val flattenedCandidates: Seq[(CandidateSourceIdentifier, CandidateUser)] = for { - candidate <- candidates - identifier <- candidate.getPrimaryCandidateSource - } yield (identifier, candidate) - val candidatesGroupedBySource: Map[CandidateSourceIdentifier, Seq[CandidateUser]] = - flattenedCandidates.groupBy(_._1).mapValues(_.map(_._2)) - candidatesGroupedBySource map { - case (source, candidates) => stats.stat(source.name).add(candidates.size) - } - } - - override def transform( - target: HasDisplayLocation with HasClientContext, - candidates: Seq[CandidateUser] - ): Stitch[Seq[CandidateUser]] = { - profileResults(target, candidates) - - Stitch.value( - target.getOptionalUserId - .map { _ => - candidates.map { - candidate => - val token = Some(TrackingToken( - sessionId = Session.getSessionId, - displayLocation = Some(target.displayLocation), - controllerData = None, - algorithmId = candidate.userCandidateSourceDetails.flatMap(_.primaryCandidateSource - .flatMap { identifier => - Algorithm.withNameOpt(identifier.name).flatMap(AlgorithmToFeedbackTokenMap.get) - }) - )) - candidate.copy(trackingToken = token) - } - }.getOrElse(candidates)) - - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/weighted_sampling/BUILD b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/weighted_sampling/BUILD deleted file mode 100644 index 606e8edfa..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/weighted_sampling/BUILD +++ /dev/null @@ -1,10 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - 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com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.HasDebugOptions -import com.twitter.follow_recommendations.common.models.Score -import com.twitter.follow_recommendations.common.models.Scores -import com.twitter.follow_recommendations.common.rankers.common.RankerId -import com.twitter.follow_recommendations.common.rankers.utils.Utils -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class SamplingTransform @Inject() () - extends GatedTransform[HasClientContext with HasParams with HasDebugOptions, CandidateUser] { - - val name: String = this.getClass.getSimpleName - - /* - Description: This function takes in a set of candidate users and ranks them for a who-to-follow - request by sampling from the Placket-Luce distribution - (https://cran.rstudio.com/web/packages/PlackettLuce/vignettes/Overview.html) with a three - variations. The first variation is that the scores of the candidates are multiplied by - multiplicativeFactor before sampling. The second variation is that the scores are - exponentiated before sampling. The third variation is that depending on how many who-to-follow - positions are being requested, the first k positions are reserved for the candidates with the - highest scores (and they are sorted in decreasing order of score) and the remaining positions - are sampled from a Placket-Luce. We use the efficient algorithm proposed in this blog - https://medium.com/swlh/going-old-school-designing-algorithms-for-fast-weighted-sampling-in-production-c48fc1f40051 - to sample from a Plackett-Luce. Because of numerical stability reasons, before sampling from this - distribution, (1) we subtract off the maximum score from all the scores and (2) if after - this subtraction and multiplication by the multiplicative factor the resulting score is <= -10, - we force the candidate's transformed score under the above algorithm to be 0 (so r^(1/w) = 0) - where r is a random number and w is the transformed score. - - inputs: - - target: HasClientContext (WTF request) - - candidates: sequence of CandidateUsers (users that need to be ranked from a who-to-follow - request) each of which has a score - - inputs accessed through feature switches, i.e. through target.params (see the following file: - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/ - transforms/weighted_sampling/SamplingTransformParams.scala"): - - topKFixed: the first k positions of the who-to-follow ranking correspond to the users with the k - highest scores and are not sampled from the Placket-Luce distribution - - multiplicativeFactor: multiplicativeFactor is used to transform the scores of each candidate by - multiplying that user's score by multiplicativeFactor - - output: - - Sequence of CandidateUser whose order represents the ranking of users in a who-to-follow request - This ranking is sampled from a Placket-Luce distribution. - */ - override def transform( - target: HasClientContext with HasParams with HasDebugOptions, - candidates: Seq[CandidateUser] - ): Stitch[Seq[CandidateUser]] = { - - // the first k positions of the who-to-follow ranking correspond to the users with the k - // highest scores and are not sampled from the Placket-Luce distribution - val topKFixed = target.params(SamplingTransformParams.TopKFixed) - - // multiplicativeFactor is used to transform the scores of each candidate by - // multiplying that user's score by multiplicativeFactor - val multiplicativeFactor = target.params(SamplingTransformParams.MultiplicativeFactor) - - // sort candidates by their score - val candidatesSorted = candidates.sortBy(-1 * _.score.getOrElse(0.0)) - - // pick the top K candidates by score and the remaining candidates - val (topKFixedCandidates, candidatesOutsideOfTopK) = - candidatesSorted.zipWithIndex.partition { case (value, index) => index < topKFixed } - - val randomNumGenerator = - new scala.util.Random(target.getRandomizationSeed.getOrElse(System.currentTimeMillis)) - - // we need to subtract the maximum score off the scores for numerical stability reasons - // subtracting the max score off does not effect the underlying distribution we are sampling - // the candidates from - // we need the if statement since you cannot take the max of an empty sequence - val maximum_score = if (candidatesOutsideOfTopK.nonEmpty) { - candidatesOutsideOfTopK.map(x => x._1.score.getOrElse(0.0)).max - } else { - 0.0 - } - - // for candidates in candidatesOutsideOfTopK, we transform their score by subtracting off - // maximum_score and then multiply by multiplicativeFactor - val candidatesOutsideOfTopKTransformedScore = candidatesOutsideOfTopK.map(x => - (x._1, multiplicativeFactor * (x._1.score.getOrElse(0.0) - maximum_score))) - - // for each candidate with score transformed and clip score w, sample a random number r, - // create a new score r^(1/w) and sort the candidates to get the final ranking. - // for numerical stability reasons if the score is <=-10, we force r^(1/w) = 0. - // this samples the candidates from the modified Plackett-Luce distribution. See - // https://medium.com/swlh/going-old-school-designing-algorithms-for-fast-weighted-sampling-in-production-c48fc1f40051 - - val candidatesOutsideOfTopKSampled = candidatesOutsideOfTopKTransformedScore - .map(x => - ( - x._1, - if (x._2 <= -10.0) - 0.0 - else - scala.math.pow( - randomNumGenerator.nextFloat(), - 1 / (scala.math - .exp(x._2))))).sortBy(-1 * _._2) - - val topKCandidates: Seq[CandidateUser] = topKFixedCandidates.map(_._1) - - val scribeRankingInfo: Boolean = - target.params(SamplingTransformParams.ScribeRankingInfoInSamplingTransform) - - val transformedCandidates: Seq[CandidateUser] = if (scribeRankingInfo) { - val topKCandidatesWithRankingInfo: Seq[CandidateUser] = - Utils.addRankingInfo(topKCandidates, name) - val candidatesOutsideOfTopKSampledWithRankingInfo: Seq[CandidateUser] = - candidatesOutsideOfTopKSampled.zipWithIndex.map { - case ((candidate, score), rank) => - val newScore = Seq(Score(score, Some(RankerId.PlacketLuceSamplingTransformer))) - val newScores: Option[Scores] = candidate.scores - .map { scores => - scores.copy(scores = scores.scores ++ newScore) - }.orElse(Some(Scores(newScore, Some(RankerId.PlacketLuceSamplingTransformer)))) - val globalRank = rank + topKFixed + 1 - candidate.addInfoPerRankingStage(name, newScores, globalRank) - } - - topKCandidatesWithRankingInfo ++ candidatesOutsideOfTopKSampledWithRankingInfo - } else { - topKCandidates ++ candidatesOutsideOfTopKSampled.map(_._1) - } - - Stitch.value(transformedCandidates) - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/weighted_sampling/SamplingTransformFSConfig.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/weighted_sampling/SamplingTransformFSConfig.docx new file mode 100644 index 0000000000000000000000000000000000000000..01c151469fc41d15292d6bd10fa828c56c3f5d6c GIT binary patch literal 36958 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-import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class SamplingTransformFSConfig @Inject() () extends FeatureSwitchConfig { - override val intFSParams: Seq[FSBoundedParam[Int]] = Seq(SamplingTransformParams.TopKFixed) - - override val doubleFSParams: Seq[FSBoundedParam[Double]] = Seq( - SamplingTransformParams.MultiplicativeFactor) - - override val booleanFSParams: Seq[FSParam[Boolean]] = Seq( - SamplingTransformParams.ScribeRankingInfoInSamplingTransform) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/weighted_sampling/SamplingTransformParams.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/weighted_sampling/SamplingTransformParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..a2d3f466dbe354754cf6f106f86df2cb34e9834f GIT binary patch literal 37121 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As opposed to the Scala collection library version - * of transpose, the sequences do not have to have the same length. - * - * Example: - * transpose(immutable.Seq(immutable.Seq(1,2,3), immutable.Seq(4,5), immutable.Seq(6,7))) - * => immutable.Seq(immutable.Seq(1, 4, 6), immutable.Seq(2, 5, 7), immutable.Seq(3)) - * - * @param seq a sequence of sequences - * @tparam A the type of elements in the seq - * @return the transposed sequence of sequences - */ - def transposeLazy[A](seq: Seq[Seq[A]]): Stream[Seq[A]] = - seq.filter(_.nonEmpty) match { - case Nil => Stream.empty - case ys => ys.map(_.head) #:: transposeLazy(ys.map(_.tail)) - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/DisplayLocationProductConverterUtil.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/DisplayLocationProductConverterUtil.docx new file mode 100644 index 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HcmV?d00001 diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/DisplayLocationProductConverterUtil.scala b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/DisplayLocationProductConverterUtil.scala deleted file mode 100644 index 2f6db39b6..000000000 --- a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/DisplayLocationProductConverterUtil.scala +++ /dev/null @@ -1,27 +0,0 @@ -package com.twitter.follow_recommendations.common.utils - -import com.twitter.follow_recommendations.common.models.DisplayLocation -import com.twitter.follow_recommendations.common.models.Product -import com.twitter.product_mixer.core.model.marshalling.request.Product - -object DisplayLocationProductConverterUtil { - def productToDisplayLocation(product: Product): DisplayLocation = { - product match { - case Product.MagicRecs => DisplayLocation.MagicRecs - case _ => - throw UnconvertibleProductMixerProductException( - s"Cannot convert Product Mixer Product ${product.identifier.name} into a FRS DisplayLocation.") - } - } - - def displayLocationToProduct(displayLocation: DisplayLocation): Product = { - displayLocation match { - case DisplayLocation.MagicRecs => Product.MagicRecs - case _ => - throw UnconvertibleProductMixerProductException( - s"Cannot convert DisplayLocation ${displayLocation.toFsName} into a Product Mixer Product.") - } - } -} - -case class UnconvertibleProductMixerProductException(message: String) extends Exception(message) diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/MergeUtil.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/MergeUtil.docx new file mode 100644 index 0000000000000000000000000000000000000000..fc993fd0630f02cd43603ed37c73e4e0c4f2d85f GIT binary patch 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weightIdx - weightIdx = if (weightIdx == weights.length) 0 else weightIdx - items(tmpIdx) #:: next() - } - next() - } - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/RandomUtil.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/RandomUtil.docx new file mode 100644 index 0000000000000000000000000000000000000000..1d7a4f8e5f8155cca14b048fad102b2ebba946a9 GIT binary patch literal 37752 zcmagEb9`Of);}Dxv2EKnnxwIf#@w-u#%^pIjnmjxV>@YM8^7Ii&b{}X`#jJ4{t%S*2VQp9Bg5G71F(f(9Jb5d+vco7y=WsCw9& zI_WXG+uAfH$tkP~BY!!6#YkonB=!i z#+l*-W!|mr<267HITy{<4ouQ~1c{-lid9D?8VrF^78r#Lt0|b_%4;XHS5-b5rrM>m z*dJANeI566BYhO}m&kryVx&~hvd)0}9>AR%Zg`<4`Ngmyq2KA7>jYiBqq&+x-D*z} zqWd5`0QtwBZ8xLam_Sh=#;QPM&dzzwHa>2)?F#Y?vSvlKrHUD9x zFC1z@-;~=#Vv|SMc(~pjj>JfPZgYcmmU+bGecHth1gHaq`@J465uXo?AXl&-J_JC)4P>CJ_{(bj2Gzdp*IIRN#mU_Pi{XtnUkr-jn7(qs!@oDE_00 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/RandomUtil.scala +++ /dev/null @@ -1,88 +0,0 @@ -package com.twitter.follow_recommendations.common.utils -import scala.util.Random - -object RandomUtil { - - /** - * Takes a seq of items which have weights. Returns an infinite stream that is - * sampled with replacement using the weights for each item. All weights need - * to be greater than or equal to zero. In addition, the sum of weights - * should be greater than zero. - * - * @param items items - * @param weighted provides weights for items - * @tparam T type of item - * @return Stream of Ts - */ - def weightedRandomSamplingWithReplacement[T]( - items: Seq[T], - random: Option[Random] = None - )( - implicit weighted: Weighted[T] - ): Stream[T] = { - if (items.isEmpty) { - Stream.empty - } else { - val weights = items.map { i => weighted(i) } - assert(weights.forall { _ >= 0 }, "Negative weight exists for sampling") - val cumulativeWeight = weights.scanLeft(0.0)(_ + _).tail - assert(cumulativeWeight.last > 0, "Sum of the sampling weights is not positive") - val cumulativeProbability = cumulativeWeight map (_ / cumulativeWeight.last) - def next(): Stream[T] = { - val rand = random.getOrElse(Random).nextDouble() - val idx = cumulativeProbability.indexWhere(_ >= rand) - items(if (idx == -1) items.length - 1 else idx) #:: next() - } - next() - } - } - - /** - * Takes a seq of items and their weights. Returns a lazy weighted shuffle of - * the elements in the list. All weights should be greater than zero. - * - * @param items items - * @param weighted provides weights for items - * @tparam T type of item - * @return Stream of Ts - */ - def weightedRandomShuffle[T]( - items: Seq[T], - random: Option[Random] = None - )( - implicit weighted: Weighted[T] - ): Stream[T] = { - assert(items.forall { i => weighted(i) > 0 }, "Non-positive weight exists for shuffling") - def next(it: Seq[T]): Stream[T] = { - if (it.isEmpty) - Stream.empty - else { - val cumulativeWeight = it.scanLeft(0.0)((acc: Double, curr: T) => acc + weighted(curr)).tail - val cutoff = random.getOrElse(Random).nextDouble() * cumulativeWeight.last - val idx = cumulativeWeight.indexWhere(_ >= cutoff) - val (left, right) = it.splitAt(idx) - it(if (idx == -1) it.size - 1 else idx) #:: next(left ++ right.drop(1)) - } - } - next(items) - } - - /** - * Takes a seq of items and a weight function, returns a lazy weighted shuffle of - * the elements in the list.The weight function is based on the rank of the element - * in the original lst. - * @param items - * @param rankToWeight - * @param random - * @tparam T - * @return - */ - def weightedRandomShuffleByRank[T]( - items: Seq[T], - rankToWeight: Int => Double, - random: Option[Random] = None - ): Stream[T] = { - val candWeights = items.zipWithIndex.map { case (item, rank) => (item, rankToWeight(rank)) } - RandomUtil.weightedRandomShuffle(candWeights, random).map(_._1) - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/RescueWithStatsUtils.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/RescueWithStatsUtils.docx new file mode 100644 index 0000000000000000000000000000000000000000..1bd1a01b619d3ddc9fc29af7b4c611d4f0a9371c GIT binary patch literal 37106 zcmagEWmp}_wm*!!dvJGmcL)S`m!Ls65*#)j+%34fySsY`?iM5v-2J~ZGv}O{bMJlM 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stats: StatsReceiver, - source: String - ): Stitch[Option[T]] = { - StatsUtil.profileStitchOptionalResults(s, stats.scope(source)).rescue { - case _: Exception => Stitch.None - } - } - - def rescueWithStatsWithin[T]( - s: Stitch[Seq[T]], - stats: StatsReceiver, - source: String, - timeout: Duration - ): Stitch[Seq[T]] = { - val hydratedScopeSource = stats.scope(source) - StatsUtil - .profileStitchSeqResults( - s.within(timeout)(com.twitter.finagle.util.DefaultTimer), - hydratedScopeSource) - .rescue { - case _: TimeoutException => - hydratedScopeSource.counter("timeout").incr() - Stitch.Nil - case _: Exception => - hydratedScopeSource.counter("exception").incr() - Stitch.Nil - } - } -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/UserSignupUtil.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/UserSignupUtil.docx new file mode 100644 index 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a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/UserSignupUtil.scala +++ /dev/null @@ -1,14 +0,0 @@ -package com.twitter.follow_recommendations.common.utils - -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import com.twitter.snowflake.id.SnowflakeId -import com.twitter.util.Duration -import com.twitter.util.Time - -object UserSignupUtil { - def signupTime(hasClientContext: HasClientContext): Option[Time] = - hasClientContext.clientContext.userId.flatMap(SnowflakeId.timeFromIdOpt) - - def userSignupAge(hasClientContext: HasClientContext): Option[Duration] = - signupTime(hasClientContext).map(Time.now - _) -} diff --git a/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/Weighted.docx b/follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/utils/Weighted.docx new file mode 100644 index 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-object Weighted { - implicit object WeightedTuple extends Weighted[(_, Double)] { - override def apply(rec: (_, Double)): Double = rec._2 - } - - def fromFunction[Rec](f: Rec => Double): Weighted[Rec] = { - new Weighted[Rec] { - override def apply(rec: Rec): Double = f(rec) - } - } -} diff --git a/follow-recommendations-service/server/src/main/resources/BUILD b/follow-recommendations-service/server/src/main/resources/BUILD deleted file mode 100644 index 610607ec5..000000000 --- a/follow-recommendations-service/server/src/main/resources/BUILD +++ /dev/null @@ -1,20 +0,0 @@ -resources( - sources = [ - "*.tsv", - "*.xml", - "**/*", - "config/*.yml", - ], -) - -# Created for Bazel compatibility. -# In Bazel, loose files must be part of a target to be included into a bundle. -files( - name = "frs_resources", - sources = [ - "*.tsv", - "*.xml", - "*.yml", - "**/*", - ], -) diff --git a/follow-recommendations-service/server/src/main/resources/BUILD.docx 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+++ /dev/null @@ -1,8 +0,0 @@ -# OWNER = jdeng -# Date = 20141223_153423 -# Training Size = 16744473 -# Testing Size = 16767335 -# trained with ElasticNetCV alpha=0.05 cv_folds=5 best_lambda=1.0E-7 -# num base features: 10 -# num nonzero weights: 30 -{bias:-5.67151,featureMetadataMap:["fwd_email":{metadata:{featureWeight:{weight:2.47389}}},"rev_phone":{metadata:{featureWeight:{weight:1.88433}}},"mutual_follow_path":{metadata:{featureWeight:{intervalWeights:[{left:47.0,weight:6.31809},{left:11.0,right:16.0,weight:4.52959},{left:31.0,right:47.0,weight:5.7101},{right:2.0,weight:0.383515},{left:24.0,right:31.0,weight:5.26515},{left:3.0,right:4.0,weight:2.91751},{left:2.0,right:3.0,weight:2.22851},{left:4.0,right:5.0,weight:3.28515},{left:8.0,right:11.0,weight:4.14731},{left:5.0,right:8.0,weight:3.73588},{left:16.0,right:24.0,weight:4.90908}]}}},"fwd_phone":{metadata:{featureWeight:{weight:2.07327}}},"fwd_email_path":{metadata:{featureWeight:{weight:0.961773}}},"rev_phone_path":{metadata:{featureWeight:{weight:0.354484}}},"low_tweepcred_follow_path":{metadata:{featureWeight:{intervalWeights:[{left:4.0,right:5.0,weight:0.177209},{left:7.0,right:8.0,weight:0.12378},{left:3.0,right:4.0,weight:0.197566},{left:5.0,right:6.0,weight:0.15867},{left:2.0,right:3.0,weight:0.196539},{right:2.0,weight:0.1805},{left:75.0,weight:-0.424598},{left:6.0,right:7.0,weight:0.143698},{left:10.0,right:13.0,weight:0.0458502},{left:8.0,right:10.0,weight:0.0919314},{left:13.0,right:75.0,weight:-0.111484}]}}},"rev_email_path":{metadata:{featureWeight:{weight:0.654451}}},"rev_email":{metadata:{featureWeight:{weight:2.33859}}},"fwd_phone_path":{metadata:{featureWeight:{weight:0.210418}}}]} 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-{input:{context:"discover.prod",startDateTime:"",endDateTime:"",trainingFeatures:["STP_FEATURES":["fwd_email","mutual_follow_path","fwd_email_path","rev_phone_path","low_tweepcred_follow_path","rev_phone","fwd_phone","rev_email_path","rev_email","fwd_phone_path"]],engagementActions:["click","favorite","open_link","open","send_tweet","send_reply","retweet","reply","profile_click","follow"],impressionActions:["discard","results","impression"],dataFormat:1,dataPath:"",isLabeled:0},sample:{positiveSampleRatio:1.0,negativeSampleRatio:1.0,sampleType:1},split:{trainingDataSplitSize:0.5,testingDataSplitSize:0.5,splitType:2},transform:{},filter:{featureOptions:[]},join:{engagementRules:["discover"],contentIdType:"tweet",groupBucketSize:3600000},discretize:{}} diff --git a/follow-recommendations-service/server/src/main/resources/quality/stp_models/20141223/trainingConfig.docx b/follow-recommendations-service/server/src/main/resources/quality/stp_models/20141223/trainingConfig.docx new file mode 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/BUILD deleted file mode 100644 index 4dcbaab44..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/BUILD +++ /dev/null @@ -1,48 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/org/slf4j:slf4j-api", - "finagle/finagle-http/src/main/scala", - "finagle/finagle-thriftmux/src/main/scala", - "finatra-internal/decider/src/main/scala", - "finatra-internal/international/src/main/scala/com/twitter/finatra/international/modules", - "finatra-internal/mtls-http/src/main/scala", - "finatra-internal/mtls-thriftmux/src/main/scala", - "finatra/http-core/src/main/java/com/twitter/finatra/http", - "finatra/inject/inject-app/src/main/scala", - "finatra/inject/inject-core/src/main/scala", - "finatra/inject/inject-server/src/main/scala", - "finatra/inject/inject-thrift-client", - "finatra/jackson/src/main/scala/com/twitter/finatra/jackson/modules", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/sims", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/addressbook", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/adserver", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/cache", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/deepbirdv2", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/email_storage_service", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/geoduck", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/gizmoduck", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/graph_feature_service", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/phone_storage_service", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/socialgraph", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/strato", - "follow-recommendations-service/server/src/main/resources", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/controllers", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/modules", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/services", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/services/exceptions", - "follow-recommendations-service/thrift/src/main/thrift:thrift-scala", - "geoduck/service/src/main/scala/com/twitter/geoduck/service/common/clientmodules", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/controllers", - "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/module", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/module/stringcenter", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/product/guice", - "twitter-server/server/src/main/scala", - "util/util-app/src/main/scala", - 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zoa=hy6(1Yw&WcWK)#%>k!sxtqm?;6pRUvzXrb> zzu6wbWqe&mhZ}_tkI?>f`g=LabhRK*yLML^(#z=$f0S}0g5V(2U|@5bGV{Sdupw^G zxKl|~Qio$|irc^wJn?I?@KSpKVxsXx(OnpN!P3Oa!bYvCtbTCS2E}(rdBQ||T*21} zfsS1A8$By-mQ5$FTl`%btoNq)Bu(0MD+mBO~pb;UREfA4&&WXDlR zEZOsYye0(VY%2hf*k;ND4%aUv0Efq-*2|UPF#x|%@*7X$u`}HUgI+HQ_JHf8o1SLe zH_w(L3K$0$UN-Ua;0+v9h5;MEg@{c98^2-LR+a$s;H>c`PYl`M!8v5G0vvyDDsT}y zM&n=sIMCe`T!`E%*eUD0N literal 0 HcmV?d00001 diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/FollowRecommendationsServiceThriftServer.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/FollowRecommendationsServiceThriftServer.scala deleted file mode 100644 index fba889c2f..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/FollowRecommendationsServiceThriftServer.scala +++ /dev/null @@ -1,118 +0,0 @@ -package com.twitter.follow_recommendations - -import com.google.inject.Module -import com.twitter.finagle.ThriftMux -import com.twitter.finatra.decider.modules.DeciderModule -import com.twitter.finatra.http.HttpServer -import com.twitter.finatra.http.routing.HttpRouter -import com.twitter.finatra.international.modules.I18nFactoryModule -import com.twitter.finatra.international.modules.LanguagesModule -import com.twitter.finatra.jackson.modules.ScalaObjectMapperModule -import com.twitter.finatra.mtls.http.{Mtls => HttpMtls} -import com.twitter.finatra.mtls.thriftmux.Mtls -import com.twitter.finatra.thrift.ThriftServer -import com.twitter.finatra.thrift.filters._ -import com.twitter.finagle.thrift.Protocols -import com.twitter.finatra.thrift.routing.ThriftRouter -import com.twitter.follow_recommendations.common.clients.addressbook.AddressbookModule -import com.twitter.follow_recommendations.common.clients.adserver.AdserverModule -import com.twitter.follow_recommendations.common.clients.cache.MemcacheModule -import com.twitter.follow_recommendations.common.clients.deepbirdv2.DeepBirdV2PredictionServiceClientModule -import com.twitter.follow_recommendations.common.clients.email_storage_service.EmailStorageServiceModule -import com.twitter.follow_recommendations.common.clients.geoduck.LocationServiceModule -import com.twitter.follow_recommendations.common.clients.gizmoduck.GizmoduckModule -import com.twitter.follow_recommendations.common.clients.graph_feature_service.GraphFeatureStoreModule -import com.twitter.follow_recommendations.common.clients.impression_store.ImpressionStoreModule -import com.twitter.follow_recommendations.common.clients.phone_storage_service.PhoneStorageServiceModule -import com.twitter.follow_recommendations.common.clients.socialgraph.SocialGraphModule -import com.twitter.follow_recommendations.common.clients.strato.StratoClientModule -import com.twitter.follow_recommendations.common.constants.ServiceConstants._ -import com.twitter.follow_recommendations.common.feature_hydration.sources.HydrationSourcesModule -import com.twitter.follow_recommendations.controllers.ThriftController -import com.twitter.follow_recommendations.modules._ -import com.twitter.follow_recommendations.service.exceptions.UnknownLoggingExceptionMapper -import com.twitter.follow_recommendations.services.FollowRecommendationsServiceWarmupHandler -import com.twitter.follow_recommendations.thriftscala.FollowRecommendationsThriftService -import com.twitter.geoduck.service.common.clientmodules.ReverseGeocoderThriftClientModule -import com.twitter.inject.thrift.filters.DarkTrafficFilter -import com.twitter.inject.thrift.modules.ThriftClientIdModule -import com.twitter.product_mixer.core.controllers.ProductMixerController -import com.twitter.product_mixer.core.module.PipelineExecutionLoggerModule -import com.twitter.product_mixer.core.module.product_mixer_flags.ProductMixerFlagModule -import com.twitter.product_mixer.core.module.stringcenter.ProductScopeStringCenterModule -import com.twitter.product_mixer.core.product.guice.ProductScopeModule - -object FollowRecommendationsServiceThriftServerMain extends FollowRecommendationsServiceThriftServer - -class FollowRecommendationsServiceThriftServer - extends ThriftServer - with Mtls - with HttpServer - with HttpMtls { - override val name: String = "follow-recommendations-service-server" - - override val modules: Seq[Module] = - Seq( - ABDeciderModule, - AddressbookModule, - AdserverModule, - ConfigApiModule, - DeciderModule, - DeepBirdV2PredictionServiceClientModule, - DiffyModule, - EmailStorageServiceModule, - FeaturesSwitchesModule, - FlagsModule, - GizmoduckModule, - GraphFeatureStoreModule, - HydrationSourcesModule, - I18nFactoryModule, - ImpressionStoreModule, - LanguagesModule, - LocationServiceModule, - MemcacheModule, - PhoneStorageServiceModule, - PipelineExecutionLoggerModule, - ProductMixerFlagModule, - ProductRegistryModule, - new ProductScopeModule(), - new ProductScopeStringCenterModule(), - new ReverseGeocoderThriftClientModule, - ScalaObjectMapperModule, - ScorerModule, - ScribeModule, - SocialGraphModule, - StratoClientModule, - ThriftClientIdModule, - TimerModule, - ) - - def configureThrift(router: ThriftRouter): Unit = { - router - .filter[LoggingMDCFilter] - .filter[TraceIdMDCFilter] - .filter[ThriftMDCFilter] - .filter[StatsFilter] - .filter[AccessLoggingFilter] - .filter[ExceptionMappingFilter] - .exceptionMapper[UnknownLoggingExceptionMapper] - .filter[DarkTrafficFilter[FollowRecommendationsThriftService.ReqRepServicePerEndpoint]] - .add[ThriftController] - } - - override def configureThriftServer(server: ThriftMux.Server): ThriftMux.Server = { - server.withProtocolFactory( - Protocols.binaryFactory( - stringLengthLimit = StringLengthLimit, - containerLengthLimit = ContainerLengthLimit)) - } - - override def configureHttp(router: HttpRouter): Unit = router.add( - ProductMixerController[FollowRecommendationsThriftService.MethodPerEndpoint]( - this.injector, - FollowRecommendationsThriftService.ExecutePipeline)) - - override def warmup(): Unit = { - handle[FollowRecommendationsServiceWarmupHandler]() - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/Action.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/Action.docx new file mode 100644 index 0000000000000000000000000000000000000000..c4147999025ff699321ed19f498e2ea96cc0e1fb GIT binary patch literal 36787 zcmagFWmsIxwl$1va1HM6?hb+A?ruRF2@Z`12oAyB-QC?S1b3G}aQC;f_de(BeeS*A z_h__1H%Bd>WTyGKbzZs zHdOO)Fn88xa<{W>NRU@t5kdWO_JWnjEJWfZj)GOX?Lgze5Q`^Km3G6Uy~unb2k~$> z&KIUWtrP;o6q}xM=R>qoE7&C!mdkW%!M!ILODeM3!G)Ax{uEgJ@`y4TPGkv>j5l^x*}Qwop>-9PDOAOIIwwnY z$J&*i0%Z3=L;&iKUAt~3w=qrjBbeHfh-+1yb#&|C-4lRK5LNZeA!MfJn>~N_@rnlh 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lg{~jHJ&4fn)ryqGP+Nxq-mJhJ1j^Ea42i((Vbcxb0RXg#!2|#R literal 0 HcmV?d00001 diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/Action.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/Action.scala deleted file mode 100644 index cd3d88967..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/Action.scala +++ /dev/null @@ -1,9 +0,0 @@ -package com.twitter.follow_recommendations.assembler.models - -import com.twitter.follow_recommendations.{thriftscala => t} - -case class Action(text: String, actionURL: String) { - lazy val toThrift: t.Action = { - t.Action(text, actionURL) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/BUILD deleted file mode 100644 index 65d265480..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/BUILD +++ /dev/null @@ -1,12 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/thrift/src/main/thrift:thrift-scala", - "stringcenter/client", - ], - exports = [ - ], -) diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/BUILD.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/BUILD.docx new file mode 100644 index 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/FeedbackAction.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/FeedbackAction.scala deleted file mode 100644 index 25caa933a..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/FeedbackAction.scala +++ /dev/null @@ -1,13 +0,0 @@ -package com.twitter.follow_recommendations.assembler.models - -import com.twitter.follow_recommendations.{thriftscala => t} - -trait FeedbackAction { - def toThrift: t.FeedbackAction -} - -case class DismissUserId() extends FeedbackAction { - override lazy val toThrift: t.FeedbackAction = { - t.FeedbackAction.DismissUserId(t.DismissUserId()) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/Footer.docx 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CarouselLayout( - header: Option[HeaderConfig], - carouselOptions: CarouselOptions, - socialProofs: Option[Seq[SocialProof]]) - extends Layout diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/RecommendationOptions.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/RecommendationOptions.docx new file mode 100644 index 0000000000000000000000000000000000000000..27753143ebf0f19d6e4b58627ab8aba6b67e17c7 GIT binary patch literal 36794 zcmagFWmufawl<8rdvFQv?k<4@cZZ-s8+RHH?iSqLT^e^M1a}LNKydfBGc$YdnSIXr zzCRBaRkdzetGcTCp-}z+4TA##0f7K9`Gr@zO0_6H84?0w3=RSU8{DcV39xrDw|6m8 z_jE9KHem6vvu#RNP+Aqk_ej&8M@(dMpohe>))% zt}&w=3da(knRe?-x>_&X<=|Cml~AwdT_8)O0tntV6yZ18jn6YG;2yXKTIM3+5iJYBGN6 z(A9}i_q93ItN$ZJ;nnf=lPw z;Xi`@nOj4&P8B2`n=;DD&-?0lC`sviog1vT%rB+r+aYBnOcx+F;C*+F_PGBMc7@;$ zC7}9N_NlXY&vi90-&CF{gLEsWYJ24%MvlKkX`7s zTz#2m0dN2r`DX5jlB%}vw(b#kqRlR{#{Oc5aSoVjX^Lj-_ 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/RecommendationOptions.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/RecommendationOptions.scala deleted file mode 100644 index 72351e033..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/RecommendationOptions.scala +++ /dev/null @@ -1,11 +0,0 @@ -package com.twitter.follow_recommendations.assembler.models - -sealed trait RecommendationOptions - -case class UserListOptions( - userBioEnabled: Boolean, - userBioTruncated: Boolean, - userBioMaxLines: Option[Long], -) extends RecommendationOptions - -case class CarouselOptions() extends RecommendationOptions diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/SocialProof.docx 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/Title.scala +++ /dev/null @@ -1,9 +0,0 @@ -package com.twitter.follow_recommendations.assembler.models - -import com.twitter.follow_recommendations.{thriftscala => t} - -case class Title(text: String) { - lazy val toThrift: t.Title = { - t.Title(text) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/WTFPresentation.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/assembler/models/WTFPresentation.docx new file mode 100644 index 0000000000000000000000000000000000000000..ab1deb0d0a918ea30a656c9d5216000c296fdefc GIT binary patch literal 37027 zcmagFWmsIvwm*!!dvJGmcL)S`m!Lr#cN!1w7Tnz(g1bWq?iM5v-2LB~nRCv}x%a;B zm(4>}t)Hy5t9JG7YGpY{C@e5AFgUQuFFe{+szve1;9y{5FkoPqpjJHzfW3>ky^E2$ zr-Qk(0kemlZBw#>(yA!h=d%~=6c%ApZwXZF@*M|S2gZ1O$(oECUY#YD6M2Y-y9xeq 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Option[FeedbackAction]) - extends WTFPresentation { - def toThrift: t.WTFPresentation = { - t.WTFPresentation.UserBioList( - t.UserList(userBioEnabled, userBioTruncated, userBioMaxLines, feedbackAction.map(_.toThrift))) - } -} - -object UserList { - def fromUserListOptions( - userListOptions: UserListOptions - ): UserList = { - UserList( - userListOptions.userBioEnabled, - userListOptions.userBioTruncated, - userListOptions.userBioMaxLines, - None) - } -} - -case class Carousel( - feedbackAction: Option[FeedbackAction]) - extends WTFPresentation { - def toThrift: t.WTFPresentation = { - t.WTFPresentation.Carousel(t.Carousel(feedbackAction.map(_.toThrift))) - } -} - -object Carousel { - def fromCarouselOptions( - carouselOptions: CarouselOptions - ): Carousel = { - Carousel(None) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/blenders/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/blenders/BUILD deleted file mode 100644 index 81d912a99..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/blenders/BUILD +++ /dev/null @@ -1,16 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models", - "util/util-slf4j-api/src/main/scala", - ], -) diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/blenders/BUILD.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/blenders/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..72274a4287c47d9d9b3bcbc4c149c895d2359485 GIT binary patch literal 36914 zcmagEWmp{9wm*z(a1HM6?hb+A?ruRF2@Z`1cMIRz?otZi3%$$4g z`+g}N_Fn5JYgO&qRb49b&@k8#5D*9uQ=fTts?~}UQXnB9#^4|zu)w4Gk^sk#mX05d zHN2cGT@6`09qgM^6qQ%S&_A6%agu$^SWToHwk*qcdclox^=u1i+8yaS57g9i%`WCJiu$)-&?nx(*%Pq?863-37 z)wN~$zMbZQWZSLl7cj;QJ(bAQ3rf+shlr)Ej?=;<9STKI6CQ&NuPvP6&F`Re(oj1b zq1|Qtus5dS{ygFDL2)k`Af5BP#6qK$ZI_AkC6MoPgvptv%qNqk!~xfO_esV^7i&%D zhSlC;RL>z~0Q$G@4m~U$4_R<#&E zbm-~EYWUe42Fnt7-%6rp9rXm!(>9VDCc|ZLbi`HrhTQhw-qIJxQHk6yg&W<@%_=%f zXatycqy$EA*P^7FnrA4*dAUFU`9FY`+&`E^Jc3)2OP4fx!hqdxAN!mi-o zy$P(jm3`_g*>hVBDlk`IN~PC-P9ZMB=uR+w^m#xot$Zsb()+Yny1pkmc1uz4h^=S@ 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Promoted result dictates the position - * in the merge list. - * - * merge a list of positioned users, aka. promoted, and a list of organic - * users. The positioned promoted users are pre-sorted with regards to their - * position ascendingly. Only requirement about position is to be within the - * range, i.e, can not exceed the combined length if merge is successful, ok - * to be at the last position, but not beyond. - * For more detailed description of location position: - * http://confluence.local.twitter.com/display/ADS/Promoted+Tweets+in+Timeline+Design+Document - */ - @VisibleForTesting - private[blenders] def mergePromotedAccounts( - organicUsers: Seq[Recommendation], - promotedUsers: Seq[Recommendation] - ): Seq[Recommendation] = { - def mergeAccountWithIndex( - organicUsers: Seq[Recommendation], - promotedUsers: Seq[Recommendation], - index: Int - ): Stream[Recommendation] = { - if (promotedUsers.isEmpty) organicUsers.toStream - else { - val promotedHead = promotedUsers.head - val promotedTail = promotedUsers.tail - promotedHead.adMetadata match { - case Some(AdMetadata(position, _)) => - if (position < 0) mergeAccountWithIndex(organicUsers, promotedTail, index) - else if (position == index) - promotedHead #:: mergeAccountWithIndex(organicUsers, promotedTail, index) - else if (organicUsers.isEmpty) organicUsers.toStream - else { - val organicHead = organicUsers.head - val organicTail = organicUsers.tail - organicHead #:: mergeAccountWithIndex(organicTail, promotedUsers, index + 1) - } - case _ => - logger.error("Unknown Candidate type in mergePromotedAccounts") - Stream.empty - } - } - } - - mergeAccountWithIndex(organicUsers, promotedUsers, 0) - } - - private[this] def blendPromotedAccount( - organic: Seq[Recommendation], - promoted: Seq[Recommendation], - maxResults: Int - ): Seq[Recommendation] = { - - val merged = mergePromotedAccounts(organic, promoted) - val mergedServed = merged.take(maxResults) - val promotedServed = promoted.intersect(mergedServed) - - if (isBlendPromotedNeeded( - mergedServed.size - promotedServed.size, - promotedServed.size, - maxResults - )) { - mergedServed - } else { - organic.take(maxResults) - } - } - - @VisibleForTesting - private[blenders] def isBlendPromotedNeeded( - organicSize: Int, - promotedSize: Int, - maxResults: Int - ): Boolean = { - (organicSize > 1) && - (promotedSize > 0) && - (promotedSize < organicSize) && - (promotedSize <= 2) && - (maxResults > 1) - } -} - -object PromotedAccountsBlender { - val Name = "promoted_accounts_blender" - val InputOrganic = "input_organic_accounts" - val InputPromoted = "input_promoted_accounts" - val OutputOrganic = "output_organic_accounts" - val OutputPromoted = "output_promoted_accounts" - val NumPromotedAccounts = "num_promoted_accounts" - val MoreThan5Promoted = "more_than_5" -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/BUILD deleted file mode 100644 index f64fcda69..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/BUILD +++ /dev/null @@ -1,28 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "configapi/configapi-core", - "configapi/configapi-decider", - "configapi/configapi-featureswitches:v2", - "featureswitches/featureswitches-core", - "featureswitches/featureswitches-core:v2", - "featureswitches/featureswitches-core/src/main/scala/com/twitter/featureswitches/v2/builder", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/crowd_search_accounts", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/real_graph", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/recent_engagement", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/sims", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/stp", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/top_organic_follows_accounts", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/triangular_loops", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/ml_ranker/ranking", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/deciders", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/params", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products", - ], -) diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/BUILD.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..b63223dd2a139069761592197406797b37de4faa GIT binary patch literal 37048 zcmagEWmp}_wm*!!dvJGmcL)S`m!Ls6?rc1`2MF%&?(Po3-2x;K-2J~ZGv}O{bMJlM zFU><$t)Hyb)m7cQl;t3yu)x5;;J~K7@@QA87RD!mgMp2~fPrCxTJnBy~2?|g~Z>V&#{nyB?8Bu@+sGPLr^A&Y(TH}aTIEqL~&;>l!}WcG;W2VrVj zGJM`mbAz+))%5clVT7EC=ja9|X+MC)&{W21Vvr1lz^Mw2L5Ef6&+_DUP&lZo9*xlK 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z&;||s;<%mzitl^;wXHoEjE@zvxB}eL1%P54;5g9o FeatureSwitchRecipient} -import com.twitter.follow_recommendations.common.models.DisplayLocation -import com.twitter.product_mixer.core.model.marshalling.request.ClientContext -import com.twitter.snowflake.id.SnowflakeId -import com.twitter.timelines.configapi.FeatureContext -import com.twitter.timelines.configapi.FeatureValue -import com.twitter.timelines.configapi.ForcedFeatureContext -import com.twitter.timelines.configapi.OrElseFeatureContext -import com.twitter.timelines.configapi.featureswitches.v2.FeatureSwitchResultsFeatureContext -import javax.inject.Singleton - -/* - * Request Context Factory is used to build RequestContext objects which are used - * by the config api to determine the param overrides to apply to the request. - * The param overrides are determined per request by configs which specify which - * FS/Deciders/AB translate to what param overrides. - */ -@Singleton -class RequestContextFactory @Inject() (featureSwitches: FeatureSwitches, decider: Decider) { - def apply( - clientContext: ClientContext, - displayLocation: DisplayLocation, - featureOverrides: Map[String, FeatureValue] - ): RequestContext = { - val featureContext = getFeatureContext(clientContext, displayLocation, featureOverrides) - RequestContext(clientContext.userId, clientContext.guestId, featureContext) - } - - private[configapi] def getFeatureContext( - clientContext: ClientContext, - displayLocation: DisplayLocation, - featureOverrides: Map[String, FeatureValue] - ): FeatureContext = { - val recipient = - getFeatureSwitchRecipient(clientContext) - .withCustomFields("display_location" -> displayLocation.toFsName) - - // userAgeOpt is going to be set to None for logged out users and defaulted to Some(Int.MaxValue) for non-snowflake users - val userAgeOpt = clientContext.userId.map { userId => - SnowflakeId.timeFromIdOpt(userId).map(_.untilNow.inDays).getOrElse(Int.MaxValue) - } - val recipientWithAccountAge = - userAgeOpt - .map(age => recipient.withCustomFields("account_age_in_days" -> age)).getOrElse(recipient) - - val results = featureSwitches.matchRecipient(recipientWithAccountAge) - OrElseFeatureContext( - ForcedFeatureContext(featureOverrides), - new FeatureSwitchResultsFeatureContext(results)) - } - - @VisibleForTesting - private[configapi] def getFeatureSwitchRecipient( - clientContext: ClientContext - ): FeatureSwitchRecipient = { - FeatureSwitchRecipient( - userId = clientContext.userId, - userRoles = clientContext.userRoles, - deviceId = clientContext.deviceId, - guestId = clientContext.guestId, - languageCode = clientContext.languageCode, - countryCode = clientContext.countryCode, - isVerified = None, - clientApplicationId = clientContext.appId, - isTwoffice = clientContext.isTwoffice - ) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/candidates/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/candidates/BUILD deleted file mode 100644 index 5470c9bf4..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/candidates/BUILD +++ /dev/null @@ -1,18 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "configapi/configapi-core", - "configapi/configapi-decider", - "configapi/configapi-featureswitches:v2", - "featureswitches/featureswitches-core", - "featureswitches/featureswitches-core:v2", - "featureswitches/featureswitches-core/src/main/scala/com/twitter/featureswitches/v2/builder", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/candidates/CandidateUserContextFactory.scala +++ /dev/null @@ -1,55 +0,0 @@ -package com.twitter.follow_recommendations.configapi.candidates - -import com.google.common.annotations.VisibleForTesting -import com.google.inject.Inject -import com.twitter.decider.Decider -import com.twitter.featureswitches.v2.FeatureSwitches -import com.twitter.featureswitches.{Recipient => FeatureSwitchRecipient} -import com.twitter.follow_recommendations.common.constants.GuiceNamedConstants.PRODUCER_SIDE_FEATURE_SWITCHES -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.DisplayLocation -import com.twitter.timelines.configapi.FeatureContext -import com.twitter.timelines.configapi.featureswitches.v2.FeatureSwitchResultsFeatureContext -import javax.inject.Named -import javax.inject.Singleton - -@Singleton -class CandidateUserContextFactory @Inject() ( - @Named(PRODUCER_SIDE_FEATURE_SWITCHES) featureSwitches: FeatureSwitches, - decider: Decider) { - def apply( - candidateUser: CandidateUser, - displayLocation: DisplayLocation - ): CandidateUserContext = { - val featureContext = getFeatureContext(candidateUser, displayLocation) - - CandidateUserContext(Some(candidateUser.id), featureContext) - } - - private[configapi] def getFeatureContext( - candidateUser: CandidateUser, - displayLocation: DisplayLocation - ): FeatureContext = { - - val recipient = getFeatureSwitchRecipient(candidateUser).withCustomFields( - "display_location" -> displayLocation.toFsName) - new FeatureSwitchResultsFeatureContext(featureSwitches.matchRecipient(recipient)) - } - - @VisibleForTesting - private[configapi] def getFeatureSwitchRecipient( - candidateUser: CandidateUser - ): FeatureSwitchRecipient = { - FeatureSwitchRecipient( - userId = Some(candidateUser.id), - userRoles = None, - deviceId = None, - guestId = None, - languageCode = None, - countryCode = None, - isVerified = None, - clientApplicationId = None, - isTwoffice = None - ) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/candidates/CandidateUserParamsFactory.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/candidates/CandidateUserParamsFactory.docx new file mode 100644 index 0000000000000000000000000000000000000000..e4e95fa844c62955ae2d4ff3b2dab89aaf5b1ac9 GIT binary patch literal 37194 zcmagEWmp}_wm*!!dvJGmcL)S`mjnyCk>IfL;BLX)-QC@Ty9WsbcmMCq%sFS~+nCgVuBz@XWjRPFEHE%IIIziYJlYki1+j_XU|^##U|^V_Ry_%T-4`>vFGlL_ z_GV57%x<(Xm}ApZ?!1XtYlS+!8maXpBu@+s(zWu)A&b27)^nLp&3X2uV##C|Wp;_?24Je2 z)4kqJaf7q&R`>B6VFaCtXY2YWYCnKQ(NsihVvr05!Kn(3LWfl4P4ncmQ`oDk9u3p% zGJM_}Rd#t9_i-hEknoktd|6_q*37U@LumEm{T6C`t|9%^xIV7msm5i3q0Z4l!=ZMy zrvSxm5D|bj^TW2A*>y~d;|Qj&;Fe`*>B8;d8sL zPL#U0&eO8RlPKOIdSnLz?fDtmi$g;(HR-`yQuK{TcC!%~Rh-Q28#?YM^T 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/candidates/CandidateUserParamsFactory.scala +++ /dev/null @@ -1,35 +0,0 @@ -package com.twitter.follow_recommendations.configapi.candidates - -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.HasDisplayLocation -import com.twitter.follow_recommendations.configapi.params.GlobalParams -import com.twitter.servo.util.MemoizingStatsReceiver -import com.twitter.timelines.configapi.Config -import com.twitter.timelines.configapi.HasParams -import com.twitter.timelines.configapi.Params -import javax.inject.Inject -import javax.inject.Singleton - -/** - * CandidateParamsFactory is primarily used for "producer side" experiments, don't use it on consumer side experiments - */ -@Singleton -class CandidateUserParamsFactory[T <: HasParams with HasDisplayLocation] @Inject() ( - config: Config, - candidateContextFactory: CandidateUserContextFactory, - statsReceiver: StatsReceiver) { - private val stats = new MemoizingStatsReceiver(statsReceiver.scope("configapi_candidate_params")) - def apply(candidateContext: CandidateUser, request: T): CandidateUser = { - if (candidateContext.params == Params.Invalid) { - if (request.params(GlobalParams.EnableCandidateParamHydrations)) { - candidateContext.copy(params = - config(candidateContextFactory(candidateContext, request.displayLocation), stats)) - } else { - candidateContext.copy(params = Params.Empty) - } - } else { - candidateContext - } - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/candidates/HydrateCandidateParamsTransform.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/candidates/HydrateCandidateParamsTransform.docx new file mode 100644 index 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/candidates/HydrateCandidateParamsTransform.scala +++ /dev/null @@ -1,21 +0,0 @@ -package com.twitter.follow_recommendations.configapi.candidates - -import com.google.inject.Inject -import com.google.inject.Singleton -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.HasDisplayLocation -import com.twitter.follow_recommendations.common.base.Transform -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.HasParams -import com.twitter.util.logging.Logging - -@Singleton -class HydrateCandidateParamsTransform[Target <: HasParams with HasDisplayLocation] @Inject() ( - candidateParamsFactory: CandidateUserParamsFactory[Target]) - extends Transform[Target, CandidateUser] - with Logging { - - def transform(target: Target, candidates: Seq[CandidateUser]): Stitch[Seq[CandidateUser]] = { - Stitch.value(candidates.map(candidateParamsFactory.apply(_, target))) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common/BUILD deleted file mode 100644 index 6fee24f89..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common/BUILD +++ /dev/null @@ -1,8 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "configapi/configapi-core", - ], -) diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common/BUILD.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common/BUILD.docx new file mode 100644 index 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HcmV?d00001 diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common/FeatureSwitchConfig.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common/FeatureSwitchConfig.scala deleted file mode 100644 index 798b02670..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common/FeatureSwitchConfig.scala +++ /dev/null @@ -1,60 +0,0 @@ -package com.twitter.follow_recommendations.configapi.common - -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil.DefinedFeatureName -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil.ValueFeatureName -import com.twitter.timelines.configapi.BoundedParam -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.HasDurationConversion -import com.twitter.timelines.configapi.OptionalOverride -import com.twitter.timelines.configapi.Param -import com.twitter.util.Duration - -trait FeatureSwitchConfig { - def booleanFSParams: Seq[Param[Boolean] with FSName] = Nil - - def intFSParams: Seq[FSBoundedParam[Int]] = Nil - - def longFSParams: Seq[FSBoundedParam[Long]] = Nil - - def doubleFSParams: Seq[FSBoundedParam[Double]] = Nil - - def durationFSParams: Seq[FSBoundedParam[Duration] with HasDurationConversion] = Nil - - def optionalDoubleFSParams: Seq[ - (BoundedParam[Option[Double]], DefinedFeatureName, ValueFeatureName) - ] = Nil - - def stringSeqFSParams: Seq[Param[Seq[String]] with FSName] = Nil - - /** - * Apply overrides in list when the given FS Key is enabled. - * This override type does NOT work with experiments. Params here will be evaluated for every - * request IMMEDIATELY, not upon param.apply. If you would like to use an experiment pls use - * the primitive type or ENUM overrides. - */ - def gatedOverridesMap: Map[String, Seq[OptionalOverride[_]]] = Map.empty -} - -object FeatureSwitchConfig { - def merge(configs: Seq[FeatureSwitchConfig]): FeatureSwitchConfig = new FeatureSwitchConfig { - override def booleanFSParams: Seq[Param[Boolean] with FSName] = - configs.flatMap(_.booleanFSParams) - override def intFSParams: Seq[FSBoundedParam[Int]] = - configs.flatMap(_.intFSParams) - override def longFSParams: Seq[FSBoundedParam[Long]] = - configs.flatMap(_.longFSParams) - override def durationFSParams: Seq[FSBoundedParam[Duration] with HasDurationConversion] = - configs.flatMap(_.durationFSParams) - override def gatedOverridesMap: Map[String, Seq[OptionalOverride[_]]] = - configs.flatMap(_.gatedOverridesMap).toMap - override def doubleFSParams: Seq[FSBoundedParam[Double]] = - configs.flatMap(_.doubleFSParams) - override def optionalDoubleFSParams: Seq[ - (BoundedParam[Option[Double]], DefinedFeatureName, ValueFeatureName) - ] = - configs.flatMap(_.optionalDoubleFSParams) - override def stringSeqFSParams: Seq[Param[Seq[String]] with FSName] = - configs.flatMap(_.stringSeqFSParams) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/deciders/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/deciders/BUILD deleted file mode 100644 index e4982dc0f..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/deciders/BUILD +++ /dev/null @@ -1,10 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "configapi/configapi-core", - "configapi/configapi-decider", - ], -) diff --git 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/deciders/DeciderKey.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/deciders/DeciderKey.scala deleted file mode 100644 index f4c069a63..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/deciders/DeciderKey.scala +++ /dev/null @@ -1,51 +0,0 @@ -package com.twitter.follow_recommendations.configapi.deciders - -import com.twitter.servo.decider.DeciderKeyEnum - -object DeciderKey extends DeciderKeyEnum { - val EnableDiffyModuleDarkReading = Value("enable_diffy_module_dark_reading") - val EnableRecommendations = Value("enable_recommendations") - val EnableScoreUserCandidates = Value("enable_score_user_candidates") - val EnableProfileSidebarProduct = Value("enable_profile_sidebar_product") - val EnableMagicRecsProduct = Value("enable_magic_recs_product") - val EnableRuxLandingPageProduct = Value("enable_rux_landing_page_product") - val EnableRuxPymkProduct = Value("enable_rux_pymk_product") - val EnableProfileBonusFollowProduct = Value("enable_profile_bonus_follow_product") - val EnableElectionExploreWtfProduct = Value("enable_election_explore_wtf_product") - val EnableClusterFollowProduct = Value("enable_cluster_follow_product") - val EnableHomeTimelineProduct = Value("enable_home_timeline_product") - val EnableHtlBonusFollowProduct = Value("enable_htl_bonus_follow_product") - val EnableExploreTabProduct = Value("enable_explore_tab_product") - val EnableSidebarProduct = Value("enable_sidebar_product") - val EnableNuxPymkProduct = Value("enable_nux_pymk_product") - val EnableNuxInterestsProduct = Value("enable_nux_interests_product") - val EnableNuxTopicBonusFollowProduct = Value("enable_nux_topic_bonus_follow_product") - val EnableCampaignFormProduct = Value("enable_campaign_form_product") - val EnableReactiveFollowProduct = Value("enable_reactive_follow_product") - val EnableIndiaCovid19CuratedAccountsWtfProduct = Value( - "enable_india_covid19_curated_accounts_wtf_product") - val EnableAbUploadProduct = Value("enable_ab_upload_product") - val EnablePeolePlusPlusProduct = Value("enable_people_plus_plus_product") - val EnableTweetNotificationRecsProduct = Value("enable_tweet_notification_recs_product") - val EnableProfileDeviceFollow = Value("enable_profile_device_follow_product") - val EnableRecosBackfillProduct = Value("enable_recos_backfill_product") - val EnablePostNuxFollowTaskProduct = Value("enable_post_nux_follow_task_product") - val EnableCuratedSpaceHostsProduct = Value("enable_curated_space_hosts_product") - val EnableNuxGeoCategoryProduct = Value("enable_nux_geo_category_product") - val EnableNuxInterestsCategoryProduct = Value("enable_nux_interests_category_product") - val EnableNuxPymkCategoryProduct = Value("enable_nux_pymk_category_product") - val EnableHomeTimelineTweetRecsProduct = Value("enable_home_timeline_tweet_recs_product") - val EnableHtlBulkFriendFollowsProduct = Value("enable_htl_bulk_friend_follows_product") - val EnableNuxAutoFollowProduct = Value("enable_nux_auto_follow_product") - val EnableSearchBonusFollowProduct = Value("enable_search_bonus_follow_product") - val EnableFetchUserInRequestBuilder = Value("enable_fetch_user_in_request_builder") - val EnableProductMixerMagicRecsProduct = Value("enable_product_mixer_magic_recs_product") - val EnableHomeTimelineReverseChronProduct = Value("enable_home_timeline_reverse_chron_product") - val EnableProductMixerPipelineMagicRecsDarkRead = Value( - "enable_product_mixer_pipeline_magic_recs_dark_read") - val EnableExperimentalCaching = Value("enable_experimental_caching") - val EnableDistributedCaching = Value("enable_distributed_caching") - val EnableGizmoduckCaching = Value("enable_gizmoduck_caching") - val EnableTrafficDarkReading = Value("enable_traffic_dark_reading") - val EnableGraphFeatureServiceRequests = Value("enable_graph_feature_service_requests") -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/deciders/DeciderParams.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/deciders/DeciderParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..f66d3c4825afb857423304fda1d4be4b497e97fd GIT binary patch literal 36779 zcmagFWmufawl<7wa1HM6?hb+A?ruRFcN!1w7Tn$4-8}?%3y?r?_qQ`Md+(Wj&iTGS z4;NLnZdt3ks`{Z&l7)oA1Oo$u1DpQBtyQH`6rT(Z1~v`@28ID@)fETWyO`U%7^-X#gLt@`4^#B$_T@|Z=PCOg}ry@8G9ad8?%bnLr?x3b}G)lck z|7m|*$?av*&zXR?h~5qM=LInm{|Qsx08Hs0 zRrI8i6}bmhZxaFx3=#Cx(8=7^nVISLvnpZgBP1)T|Cx~FC}oL#v${m#ih;xr`9h)I zFO#Rm_CV?4)$T5334JZ>KBB|3JyVOti~{^+`eNH4O%v^fz`UhCtu5M%#ty@ExD@!# z08$UN-C%9o^vD}>WD#?!J1z?i5+V9cj3HgxhSOQmYB32zIy-6P(%`a0v};5c8ckPU z#yJ2CKuWHeGoqxb?Ypge#JzB{i?ory$WfdFnrfPY87mG?A+n4k#_v#om{4j3uOr!>8$EnGK)l>HoLh<>ru 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/deciders/DeciderParams.scala +++ /dev/null @@ -1,8 +0,0 @@ -package com.twitter.follow_recommendations.configapi.deciders - -import com.twitter.timelines.configapi.Param - -object DeciderParams { - object EnableRecommendations extends Param[Boolean](false) - object EnableScoreUserCandidates extends Param[Boolean](false) -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/params/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/params/BUILD deleted file mode 100644 index 1bb357b2c..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/params/BUILD +++ /dev/null @@ -1,13 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - 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zE`@4Gn}$I*0evC@VZz=rs0k?366pHTM~xBs11h2V(Z`U{jX>{zBaHBDz}g!}Hvqk( zi!ea35!nE2-ClIF(EE-Ev!t4k%|h)-qML%=)k2tJ*bEI7l#Um=e)RSrLjRdIq%4No XIt=h;1?C`7t`cNO1ZIzYJs=(ctF(l5 literal 0 HcmV?d00001 diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/params/GlobalParams.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/params/GlobalParams.scala deleted file mode 100644 index cf1905c41..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/params/GlobalParams.scala +++ /dev/null @@ -1,35 +0,0 @@ -package com.twitter.follow_recommendations.configapi.params - -import com.twitter.follow_recommendations.models.CandidateSourceType -import com.twitter.timelines.configapi.FSEnumParam -import com.twitter.timelines.configapi.FSParam - -/** - * When adding Producer side experiments, make sure to register the FS Key in [[ProducerFeatureFilter]] - * in [[FeatureSwitchesModule]], otherwise, the FS will not work. - */ -object GlobalParams { - - object EnableCandidateParamHydrations - extends FSParam[Boolean]("frs_receiver_enable_candidate_params", false) - - object KeepUserCandidate - extends FSParam[Boolean]("frs_receiver_holdback_keep_user_candidate", true) - - object KeepSocialUserCandidate - extends FSParam[Boolean]("frs_receiver_holdback_keep_social_user_candidate", true) - - case object EnableGFSSocialProofTransform - extends FSParam("social_proof_transform_use_graph_feature_service", true) - - case object EnableWhoToFollowProducts extends FSParam("who_to_follow_product_enabled", true) - - case object CandidateSourcesToFilter - extends FSEnumParam[CandidateSourceType.type]( - "candidate_sources_type_filter_id", - CandidateSourceType.None, - CandidateSourceType) - - object EnableRecommendationFlowLogs - extends FSParam[Boolean]("frs_recommendation_flow_logs_enabled", false) -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/controllers/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/controllers/BUILD deleted file mode 100644 index 2a625d856..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/controllers/BUILD +++ /dev/null @@ -1,29 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/javax/inject:javax.inject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "decider/src/main/scala", - "finagle/finagle-core/src/main", - "finatra/inject/inject-core/src/main/scala", - "finatra/thrift/src/main/scala/com/twitter/finatra/thrift", - "finatra/thrift/src/main/scala/com/twitter/finatra/thrift:controller", - "finatra/thrift/src/main/scala/com/twitter/finatra/thrift/exceptions", - "finatra/thrift/src/main/scala/com/twitter/finatra/thrift/filters", - "finatra/thrift/src/main/scala/com/twitter/finatra/thrift/modules", - "finatra/thrift/src/main/scala/com/twitter/finatra/thrift/response", - "finatra/thrift/src/main/scala/com/twitter/finatra/thrift/routing", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/services", - "follow-recommendations-service/thrift/src/main/thrift:thrift-scala", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/service/debug_query", - "scrooge/scrooge-core/src/main/scala", - "util/util-core:scala", - "util/util-slf4j-api/src/main/scala", - ], -) diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/controllers/BUILD.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/controllers/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..3df6cc8338a6abd2b08506640bcafa0c028aaff9 GIT binary patch literal 37056 zcmagEWmp}_wm*z(a1HM6?hb+A?(Vvg;IQ!k!9BRUySsY`?iM5v-2J~ZGv}O{bMJlM zFU><$t)HybT~*z?lw={HFu}mU;J~K8a%)wp6vicigMp2~fPrCvT6M(%4xh{&J{hWc zI-0xaGkMtCH73a`u8N?3K6}ARW)>px7DvG<+i|3EWQfC)s7}A((OzOck%M@+o8Svq zpHT{hVT#L0z4IkntrP6>X`<2#gDm#RU(aJYwcy^9j3bp~Y~Thq^Hh#qn#mZKAxr1bz6OMb1 zZy~bB5F!Be`w#mbCiiho_9K|O(#UI7oegxGkRK-i+hD4i*+a-I%{K@Boa0pudaDi{ z?PxV$>!ToPJg+-(cX`u?V>TsqwKugZ%#+zWWF~!!Me-55(>T@5{7~_0U`t5_ZP@d`^L~KxcBb@ zs_vwpJB#*QR|E4*TN)Pfgyta8akWXxiB;RzE;LheuQL2^*M2lrIqK z`8si0dTON+Q6M;0-sy5q9YAQ7V9z!=n}tv{U+trC+kq_dYsE(tD8K)Xi#M5F2I 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com.twitter.follow_recommendations.models.CandidateUserDebugParams -import com.twitter.follow_recommendations.models.FeatureValue -import com.twitter.follow_recommendations.{thriftscala => t} -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class CandidateUserDebugParamsBuilder @Inject() (paramsFactory: ParamsFactory) { - def fromThrift(req: t.ScoringUserRequest): CandidateUserDebugParams = { - val clientContext = ClientContextConverter.fromThrift(req.clientContext) - val displayLocation = DisplayLocation.fromThrift(req.displayLocation) - - CandidateUserDebugParams(req.candidates.map { candidate => - candidate.userId -> paramsFactory( - clientContext, - displayLocation, - candidate.featureOverrides - .map(_.mapValues(FeatureValue.fromThrift).toMap).getOrElse(Map.empty)) - }.toMap) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/controllers/RecommendationRequestBuilder.docx 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/controllers/RecommendationRequestBuilder.scala +++ /dev/null @@ -1,41 +0,0 @@ -package com.twitter.follow_recommendations.controllers - -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.models.ClientContextConverter -import com.twitter.follow_recommendations.common.models.DisplayLocation -import com.twitter.follow_recommendations.models.DebugParams -import com.twitter.follow_recommendations.models.DisplayContext -import com.twitter.follow_recommendations.models.RecommendationRequest -import com.twitter.follow_recommendations.{thriftscala => t} -import com.twitter.gizmoduck.thriftscala.UserType -import com.twitter.stitch.Stitch -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class RecommendationRequestBuilder @Inject() ( - requestBuilderUserFetcher: RequestBuilderUserFetcher, - statsReceiver: StatsReceiver) { - private val scopedStats = statsReceiver.scope(this.getClass.getSimpleName) - private val isSoftUserCounter = scopedStats.counter("is_soft_user") - - def fromThrift(tRequest: t.RecommendationRequest): Stitch[RecommendationRequest] = { - requestBuilderUserFetcher.fetchUser(tRequest.clientContext.userId).map { userOpt => - val isSoftUser = userOpt.exists(_.userType == UserType.Soft) - if (isSoftUser) isSoftUserCounter.incr() - RecommendationRequest( - clientContext = ClientContextConverter.fromThrift(tRequest.clientContext), - displayLocation = DisplayLocation.fromThrift(tRequest.displayLocation), - displayContext = tRequest.displayContext.map(DisplayContext.fromThrift), - maxResults = tRequest.maxResults, - cursor = tRequest.cursor, - excludedIds = tRequest.excludedIds, - fetchPromotedContent = tRequest.fetchPromotedContent, - debugParams = tRequest.debugParams.map(DebugParams.fromThrift), - userLocationState = tRequest.userLocationState, - isSoftUser = isSoftUser - ) - } - - } -} diff --git 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gizmoduck - .getUserById( - userId = userId, - context = LookupContext( - forUserId = Some(userId), - includeProtected = true, - includeSoftUsers = true - ) - ).map(user => Some(user)) - StatsUtil - .profileStitch(stitch, scopedStats) - .handle { - case _: Throwable => None - } - case _ => Stitch.None - } - } - - private def enableDecider(userId: Long): Boolean = { - decider.isAvailable( - DeciderKey.EnableFetchUserInRequestBuilder.toString, - Some(SimpleRecipient(userId))) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/controllers/ScoringUserRequestBuilder.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/controllers/ScoringUserRequestBuilder.docx new file mode 100644 index 0000000000000000000000000000000000000000..52e3e1ebb25176d84c5e67588974ec95f16bd0e7 GIT binary patch literal 37425 zcmagEWmsIvwm*!!dvJGmcL)S`m!Lr#cNz~6+=IKjySsr2POEO;Z`8i9s?H0;ei81|3$NKf{yTLE)gTdNe|_ 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z?C0zH?e2X(d9U`j{ogmI566F%v8-D2z2g4M{Bt$G?|%QAUT;zV@X`AHvA_QI+y7rw zYIuNmid{zR4VE_57Uila@xx}pjT1jSE-F3TCH69QbzA@W=*g23Z*Hip{yu^8=ec6# zS4W&z&J<4n=4<8e9jvu`>!Dl!gHxGXRbN^0y_CtbP)=|8S@6`0uVe%NvL-gEj0KHY ziT}nO-wxRacr!AIFoTB2IT+5*FppRpv~=QBU<>sWaLf(V?SO#>pcn%~v@>upI5n>% zKBTfBwKx{kIzu<0Qq9}p2TK^X9AU61ZosS z(fAxF0 t} -import com.twitter.gizmoduck.thriftscala.UserType -import com.twitter.stitch.Stitch - -@Singleton -class ScoringUserRequestBuilder @Inject() ( - requestBuilderUserFetcher: RequestBuilderUserFetcher, - candidateUserDebugParamsBuilder: CandidateUserDebugParamsBuilder, - statsReceiver: StatsReceiver) { - private val scopedStats = statsReceiver.scope(this.getClass.getSimpleName) - private val isSoftUserCounter = scopedStats.counter("is_soft_user") - - def fromThrift(req: t.ScoringUserRequest): Stitch[ScoringUserRequest] = { - requestBuilderUserFetcher.fetchUser(req.clientContext.userId).map { userOpt => - val isSoftUser = userOpt.exists(_.userType == UserType.Soft) - if (isSoftUser) isSoftUserCounter.incr() - - val candidateUsersParamsMap = candidateUserDebugParamsBuilder.fromThrift(req) - val candidates = req.candidates.map { candidate => - CandidateUser - .fromUserRecommendation(candidate).copy(params = - candidateUsersParamsMap.paramsMap.getOrElse(candidate.userId, Params.Invalid)) - } - - ScoringUserRequest( - clientContext = ClientContextConverter.fromThrift(req.clientContext), - displayLocation = DisplayLocation.fromThrift(req.displayLocation), - params = Params.Empty, - debugOptions = req.debugParams.map(DebugOptions.fromDebugParamsThrift), - recentFollowedUserIds = None, - recentFollowedByUserIds = None, - wtfImpressions = None, - similarToUserIds = Nil, - candidates = candidates, - debugParams = req.debugParams.map(DebugParams.fromThrift), - isSoftUser = isSoftUser - ) - } - } - -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/controllers/ThriftController.docx 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file mode 100644 index f3014982e..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/controllers/ThriftController.scala +++ /dev/null @@ -1,41 +0,0 @@ -package com.twitter.follow_recommendations.controllers - -import com.twitter.finatra.thrift.Controller -import com.twitter.follow_recommendations.configapi.ParamsFactory -import com.twitter.follow_recommendations.services.ProductPipelineSelector -import com.twitter.follow_recommendations.services.UserScoringService -import com.twitter.follow_recommendations.thriftscala.FollowRecommendationsThriftService -import com.twitter.follow_recommendations.thriftscala.FollowRecommendationsThriftService._ -import com.twitter.stitch.Stitch -import javax.inject.Inject - -class ThriftController @Inject() ( - userScoringService: UserScoringService, - recommendationRequestBuilder: RecommendationRequestBuilder, - scoringUserRequestBuilder: ScoringUserRequestBuilder, - productPipelineSelector: ProductPipelineSelector, - paramsFactory: ParamsFactory) - extends Controller(FollowRecommendationsThriftService) { - - handle(GetRecommendations) { args: GetRecommendations.Args => - val stitch = recommendationRequestBuilder.fromThrift(args.request).flatMap { request => - val params = paramsFactory( - request.clientContext, - request.displayLocation, - request.debugParams.flatMap(_.featureOverrides).getOrElse(Map.empty)) - productPipelineSelector.selectPipeline(request, params).map(_.toThrift) - } - Stitch.run(stitch) - } - - handle(ScoreUserCandidates) { args: ScoreUserCandidates.Args => - val stitch = scoringUserRequestBuilder.fromThrift(args.request).flatMap { request => - val params = paramsFactory( - request.clientContext, - request.displayLocation, - request.debugParams.flatMap(_.featureOverrides).getOrElse(Map.empty)) - userScoringService.get(request.copy(params = params)).map(_.toThrift) - } - Stitch.run(stitch) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/ads/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/ads/BUILD deleted file mode 100644 index aa775c6a7..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/ads/BUILD +++ /dev/null @@ -1,19 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/promoted_accounts", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/tracking_token", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common", - "util/util-slf4j-api/src/main/scala", - ], -) diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/ads/BUILD.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/ads/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..cc79490234ea8ff879ed2bc4bb264ca7c3a449c5 GIT binary patch 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z4Wt_wj{%Kz?HNBJfBwy7n)(Z;QVMYR_R| zU=TpjUJn$3YfmgFz~<_m4?eAU4D|8?D|E|e07bzw2S6iAbAf)xraiAgTF3}!`Dvh4 zGANd>;)QC5_#D{~tfA1mTFkmzpMfDRl$C)W#UwEx7wnMYlFFP^@N^}57@!|03De)e zc+L(*GurWz=;ol$lOoKqFM*kZG>L+)9ev^jp - Seq(r.toAdsRequest(fetchProductionPromotedAccounts))) - .mapValue(PromotedAccountsUtil.toCandidateUser) - ).map { candidateSource => - candidateSource - .failOpenWithin(budget, candidateSourceStats).observe(candidateSourceStats) - } - candidateSources - } - - protected override def preRankerCandidateFilter: Predicate[ - (PromotedAccountsFlowRequest, CandidateUser) - ] = { - val preRankerFilterStats = statsReceiver.scope("pre_ranker") - ExcludedUserIdPredicate.observe(preRankerFilterStats.scope("exclude_user_id_predicate")) - } - - /** - * rank the candidates - */ - protected override def selectRanker( - target: PromotedAccountsFlowRequest - ): Ranker[PromotedAccountsFlowRequest, CandidateUser] = { - new IdentityRanker[PromotedAccountsFlowRequest, CandidateUser] - } - - /** - * transform the candidates after ranking (e.g. dedupping, grouping and etc) - */ - protected override def postRankerTransform: Transform[ - PromotedAccountsFlowRequest, - CandidateUser - ] = { - new IdentityTransform[PromotedAccountsFlowRequest, CandidateUser] - } - - /** - * filter invalid candidates before returning the results. - * - * Some heavy filters e.g. SGS filter could be applied in this step - */ - protected override def validateCandidates: Predicate[ - (PromotedAccountsFlowRequest, CandidateUser) - ] = { - new TruePredicate[(PromotedAccountsFlowRequest, CandidateUser)] - } - - /** - * transform the candidates into results and return - */ - protected override def transformResults: Transform[PromotedAccountsFlowRequest, CandidateUser] = { - trackingTokenTransform - } - - /** - * configuration for recommendation results - */ - protected override def resultsConfig( - target: PromotedAccountsFlowRequest - ): RecommendationResultsConfig = { - RecommendationResultsConfig( - target.params(PromotedAccountsFlowParams.ResultSizeParam), - target.params(PromotedAccountsFlowParams.BatchSizeParam) - ) - } - - override val statsReceiver: StatsReceiver = baseStatsReceiver.scope("promoted_accounts_flow") -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/ads/PromotedAccountsFlowParams.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/ads/PromotedAccountsFlowParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..68df67449906364fee3e92bccfc9baffefbe76cc GIT binary patch literal 37028 zcmagEWmp~Awl<2pdvJGmcL)S`cMH0Z;IQxj!9BRUySsY`?iM5v-2GeW?!9;SKIh!~ zr+Aoij912}nl-CdDa%1ZVS#~x!GTSG<m6HwaVH zlHv1inj4&Tx2B)p2qWZ7JV!S$N&5jTnx-;F6N6+Z1Wr|G3_7eje}*TwgThf=^=O1< zm*L~yn6lf;gr7V4gM`0S*2@wzwPvPmIzn3j@7HkSa}DXw#trcUF12ox4E4@d8cubq zy@eO`yiS|0_;;CtOkpky5P1k%yelNlt!q_KCzRQd$p_21pm6~<5sKP-hA-p$P_*iUHq 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z(6ysaydbn+EP-lAn}$I*0evC@VFGg*)C81i33UDFqs9pR(<-3)(Z`U{jX>{zBaG;; z$J!f5Hvqk(i!dO)0oed--ClIF(EE-Evl1GS%|h)-qML%=)k2t3-UJO5l#Um=e)RSr fLcdTOQWisP9R_%_0&@^3R|zsC0<#B84~Pc<_A4Jq literal 0 HcmV?d00001 diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/ads/PromotedAccountsUtil.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/ads/PromotedAccountsUtil.scala deleted file mode 100644 index 5327911c2..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/ads/PromotedAccountsUtil.scala +++ /dev/null @@ -1,28 +0,0 @@ -package com.twitter.follow_recommendations.flows.ads -import com.twitter.follow_recommendations.common.candidate_sources.promoted_accounts.PromotedCandidateUser -import com.twitter.follow_recommendations.common.models.AccountProof -import com.twitter.follow_recommendations.common.models.AdMetadata -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.Reason -import com.twitter.follow_recommendations.common.models.UserCandidateSourceDetails - -object PromotedAccountsUtil { - def toCandidateUser(promotedCandidateUser: PromotedCandidateUser): CandidateUser = { - CandidateUser( - id = promotedCandidateUser.id, - score = None, - adMetadata = - Some(AdMetadata(promotedCandidateUser.position, promotedCandidateUser.adImpression)), - reason = Some( - Reason( - accountProof = Some(AccountProof(followProof = Some(promotedCandidateUser.followProof)))) - ), - userCandidateSourceDetails = Some( - UserCandidateSourceDetails( - promotedCandidateUser.primaryCandidateSource, - Map.empty, - Map.empty, - None)) - ) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow/BUILD deleted file mode 100644 index 886c0fe5a..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow/BUILD +++ /dev/null @@ -1,32 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/addressbook", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/crowd_search_accounts", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/real_graph", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/stp", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/top_organic_follows_accounts", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/user_user_graph", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/gizmoduck", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/sgs", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/weighted_candidate_source_ranker", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/dedup", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/tracking_token", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/candidates", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/params", - 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CandidateUser)]( - invalidRelationshipPredicate, - invalidRelationshipPredicateStats - ) { - override def gate(item: (ContentRecommenderRequest, CandidateUser)): Boolean = - item._1.params(ContentRecommenderParams.EnableInvalidRelationshipPredicate) - } - - ExcludedUserIdPredicate - .observe(preRankerFilterStats.scope("exclude_user_id_predicate")) - .andThen(recentFollowingGatedPredicate.observe(recentFollowingPredicateStats)) - .andThen(invalidRelationshipGatedPredicate.observe(invalidRelationshipPredicateStats)) - } - - /** - * rank the candidates - */ - protected override def selectRanker( - target: ContentRecommenderRequest - ): Ranker[ContentRecommenderRequest, CandidateUser] = { - val rankersStatsReceiver = statsReceiver.scope("rankers") - WeightedCandidateSourceRanker - .build[ContentRecommenderRequest]( - ContentRecommenderFlowCandidateSourceWeights.getWeights(target.params), - randomSeed = target.getRandomizationSeed - ).observe(rankersStatsReceiver.scope("weighted_candidate_source_ranker")) - } - - /** - * transform the candidates after ranking - */ - protected override def postRankerTransform: Transform[ - ContentRecommenderRequest, - CandidateUser - ] = { - new DedupTransform[ContentRecommenderRequest, CandidateUser] - .observe(statsReceiver.scope("dedupping")) - } - - protected override def validateCandidates: Predicate[ - (ContentRecommenderRequest, CandidateUser) - ] = { - val stats = statsReceiver.scope("validate_candidates") - val gizmoduckPredicateStats = stats.scope("gizmoduck_predicate") - val inactivePredicateStats = stats.scope("inactive_predicate") - val sgsPredicateStats = stats.scope("sgs_predicate") - - val includeGizmoduckPredicate = - new ParamPredicate[ContentRecommenderRequest]( - ContentRecommenderParams.EnableGizmoduckPredicate) - .map[(ContentRecommenderRequest, CandidateUser)] { - case (request: ContentRecommenderRequest, _) => - request - } - - val includeInactivePredicate = - new ParamPredicate[ContentRecommenderRequest]( - ContentRecommenderParams.EnableInactivePredicate) - .map[(ContentRecommenderRequest, CandidateUser)] { - case (request: ContentRecommenderRequest, _) => - request - } - - val includeInvalidTargetCandidateRelationshipTypesPredicate = - new ParamPredicate[ContentRecommenderRequest]( - ContentRecommenderParams.EnableInvalidTargetCandidateRelationshipPredicate) - .map[(ContentRecommenderRequest, CandidateUser)] { - case (request: ContentRecommenderRequest, _) => - request - } - - Predicate - .andConcurrently[(ContentRecommenderRequest, CandidateUser)]( - Seq( - gizmoduckPredicate.observe(gizmoduckPredicateStats).gate(includeGizmoduckPredicate), - inactivePredicate.observe(inactivePredicateStats).gate(includeInactivePredicate), - sgsPredicate - .observe(sgsPredicateStats).gate( - includeInvalidTargetCandidateRelationshipTypesPredicate), - ) - ) - } - - /** - * transform the candidates into results and return - */ - protected override def transformResults: Transform[ContentRecommenderRequest, CandidateUser] = { - trackingTokenTransform - } - - /** - * configuration for recommendation results - */ - protected override def resultsConfig( - target: ContentRecommenderRequest - ): RecommendationResultsConfig = { - RecommendationResultsConfig( - target.maxResults.getOrElse(target.params(ContentRecommenderParams.ResultSizeParam)), - target.params(ContentRecommenderParams.BatchSizeParam) - ) - } - -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow/ContentRecommenderFlowCandidateSourceRegistry.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow/ContentRecommenderFlowCandidateSourceRegistry.docx new file mode 100644 index 0000000000000000000000000000000000000000..4bdf1cacf9d6e76b94dcc899b8070553561f9288 GIT binary patch literal 37592 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow/ContentRecommenderFlowCandidateSourceWeights.scala +++ /dev/null @@ -1,71 +0,0 @@ -package com.twitter.follow_recommendations.flows.content_recommender_flow - -import com.twitter.follow_recommendations.common.candidate_sources.addressbook.ForwardEmailBookSource -import com.twitter.follow_recommendations.common.candidate_sources.addressbook.ForwardPhoneBookSource -import com.twitter.follow_recommendations.common.candidate_sources.addressbook.ReverseEmailBookSource -import com.twitter.follow_recommendations.common.candidate_sources.addressbook.ReversePhoneBookSource -import com.twitter.follow_recommendations.common.candidate_sources.geo.PopCountryBackFillSource -import com.twitter.follow_recommendations.common.candidate_sources.geo.PopCountrySource -import com.twitter.follow_recommendations.common.candidate_sources.geo.PopGeohashSource -import com.twitter.follow_recommendations.common.candidate_sources.real_graph.RealGraphOonV2Source -import com.twitter.follow_recommendations.common.candidate_sources.recent_engagement.RepeatedProfileVisitsSource -import com.twitter.follow_recommendations.common.candidate_sources.sims_expansion.RecentEngagementSimilarUsersSource -import com.twitter.follow_recommendations.common.candidate_sources.sims_expansion.RecentFollowingSimilarUsersSource -import com.twitter.follow_recommendations.common.candidate_sources.stp.OfflineStrongTiePredictionSource -import com.twitter.follow_recommendations.common.candidate_sources.triangular_loops.TriangularLoopsSource -import com.twitter.follow_recommendations.common.candidate_sources.user_user_graph.UserUserGraphCandidateSource -import com.twitter.product_mixer.core.model.common.identifier.CandidateSourceIdentifier -import com.twitter.follow_recommendations.common.candidate_sources.crowd_search_accounts.CrowdSearchAccountsSource -import com.twitter.follow_recommendations.common.candidate_sources.ppmi_locale_follow.PPMILocaleFollowSource -import com.twitter.follow_recommendations.common.candidate_sources.socialgraph.RecentFollowingRecentFollowingExpansionSource -import com.twitter.follow_recommendations.common.candidate_sources.top_organic_follows_accounts.TopOrganicFollowsAccountsSource -import com.twitter.timelines.configapi.Params - -object ContentRecommenderFlowCandidateSourceWeights { - - def getWeights( - params: Params - ): Map[CandidateSourceIdentifier, Double] = { - Map[CandidateSourceIdentifier, Double]( - // Social based - UserUserGraphCandidateSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.UserUserGraphSourceWeight), - ForwardPhoneBookSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.ForwardPhoneBookSourceWeight), - ReversePhoneBookSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.ReversePhoneBookSourceWeight), - ForwardEmailBookSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.ForwardEmailBookSourceWeight), - ReverseEmailBookSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.ReverseEmailBookSourceWeight), - TriangularLoopsSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.TriangularLoopsSourceWeight), - OfflineStrongTiePredictionSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.OfflineStrongTiePredictionSourceWeight), - RecentFollowingRecentFollowingExpansionSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.NewFollowingNewFollowingExpansionSourceWeight), - RecentFollowingSimilarUsersSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.NewFollowingSimilarUserSourceWeight), - // Activity based - RealGraphOonV2Source.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.RealGraphOonSourceWeight), - RecentEngagementSimilarUsersSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.RecentEngagementSimilarUserSourceWeight), - RepeatedProfileVisitsSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.RepeatedProfileVisitsSourceWeight), - // Geo based - PopCountrySource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.PopCountrySourceWeight), - PopGeohashSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.PopGeohashSourceWeight), - PopCountryBackFillSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.PopCountryBackfillSourceWeight), - PPMILocaleFollowSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.PPMILocaleFollowSourceWeight), - CrowdSearchAccountsSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.CrowdSearchAccountSourceWeight), - TopOrganicFollowsAccountsSource.Identifier -> params( - ContentRecommenderFlowCandidateSourceWeightsParams.TopOrganicFollowsAccountsSourceWeight), - ) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow/ContentRecommenderFlowCandidateSourceWeightsParams.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow/ContentRecommenderFlowCandidateSourceWeightsParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..96094876ca44dc8909fe1ebec1ca99f29d124f9a GIT binary patch literal 37266 zcmagEWmsIvwm*z(a1HM6?hb+A?h-U;<4)tjJ-E9|aCg@b++6~}-T$4LIp@rrd++;x z**sLO^^>)BS5@!cO0tkpm|$RFa9~p@+**|?g>i}CU|^##U|<-aQC)F>owJ#pv!R-Y zy_u6fle?`=L!!LmiU{hLvlpx+W+4(UaTKhwZF?GfhB!Ql>hv2P?M3DjIf#e5alSD1 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow/ContentRecommenderFlowCandidateSourceWeightsParams.scala +++ /dev/null @@ -1,117 +0,0 @@ -package com.twitter.follow_recommendations.flows.content_recommender_flow - -import com.twitter.timelines.configapi.FSBoundedParam - -object ContentRecommenderFlowCandidateSourceWeightsParams { - // Social based - case object ForwardPhoneBookSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.ForwardPhoneBookSourceWeight, - 1d, - 0d, - 1000d) - case object ForwardEmailBookSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.ForwardEmailBookSourceWeight, - 1d, - 0d, - 1000d) - case object ReversePhoneBookSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.ReversePhoneBookSourceWeight, - 1d, - 0d, - 1000d) - case object ReverseEmailBookSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.ReverseEmailBookSourceWeight, - 1d, - 0d, - 1000d) - case object OfflineStrongTiePredictionSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.OfflineStrongTiePredictionSourceWeight, - 1d, - 0d, - 1000d) - case object TriangularLoopsSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.TriangularLoopsSourceWeight, - 1d, - 0d, - 1000d) - case object UserUserGraphSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.UserUserGraphSourceWeight, - 1d, - 0d, - 1000d) - case object NewFollowingNewFollowingExpansionSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.NewFollowingNewFollowingExpansionSourceWeight, - 1d, - 0d, - 1000d) - // Activity based - case object NewFollowingSimilarUserSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.NewFollowingSimilarUserSourceWeight, - 1d, - 0d, - 1000d) - case object RecentEngagementSimilarUserSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.RecentEngagementSimilarUserSourceWeight, - 1d, - 0d, - 1000d) - case object RepeatedProfileVisitsSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.RepeatedProfileVisitsSourceWeight, - 1d, - 0d, - 1000d) - case object RealGraphOonSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.RealGraphOonSourceWeight, - 1d, - 0d, - 1000d) - // Geo based - case object PopCountrySourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.PopCountrySourceWeight, - 1d, - 0d, - 1000d) - case object PopGeohashSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.PopGeohashSourceWeight, - 1d, - 0d, - 1000d) - case object PopCountryBackfillSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.PopCountryBackfillSourceWeight, - 1d, - 0d, - 1000d) - case object PPMILocaleFollowSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.PPMILocaleFollowSourceWeight, - 1d, - 0d, - 1000d) - case object TopOrganicFollowsAccountsSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.TopOrganicFollowsAccountsSourceWeight, - 1d, - 0d, - 1000d) - case object CrowdSearchAccountSourceWeight - extends FSBoundedParam[Double]( - ContentRecommenderFlowFeatureSwitchKeys.CrowdSearchAccountSourceWeight, - 1d, - 0d, - 1000d) -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow/ContentRecommenderFlowFSConfig.docx 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com.twitter.follow_recommendations.common.models.DebugOptions -import com.twitter.follow_recommendations.common.models.DisplayLocation -import com.twitter.follow_recommendations.common.models.GeohashAndCountryCode -import com.twitter.follow_recommendations.common.models.HasDebugOptions -import com.twitter.follow_recommendations.common.models.HasDisplayLocation -import com.twitter.follow_recommendations.common.models.HasExcludedUserIds -import com.twitter.follow_recommendations.common.models.HasGeohashAndCountryCode -import com.twitter.follow_recommendations.common.models.HasInvalidRelationshipUserIds -import com.twitter.follow_recommendations.common.models.HasRecentFollowedByUserIds -import com.twitter.follow_recommendations.common.models.HasRecentFollowedUserIds -import com.twitter.follow_recommendations.common.models.HasUserState -import com.twitter.product_mixer.core.model.marshalling.request.ClientContext -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import com.twitter.timelines.configapi.HasParams -import com.twitter.timelines.configapi.Params - -case class ContentRecommenderRequest( - override val params: Params, - override val clientContext: ClientContext, - inputExcludeUserIds: Seq[Long], - override val recentFollowedUserIds: Option[Seq[Long]], - override val recentFollowedByUserIds: Option[Seq[Long]], - override val invalidRelationshipUserIds: Option[Set[Long]], - override val displayLocation: DisplayLocation, - maxResults: Option[Int] = None, - override val debugOptions: Option[DebugOptions] = None, - override val geohashAndCountryCode: Option[GeohashAndCountryCode] = None, - override val userState: Option[UserState] = None) - extends HasParams - with HasClientContext - with HasDisplayLocation - with HasDebugOptions - with HasRecentFollowedUserIds - with HasRecentFollowedByUserIds - with HasInvalidRelationshipUserIds - with HasExcludedUserIds - with HasUserState - with HasGeohashAndCountryCode { - override val excludedUserIds: Seq[Long] = { - inputExcludeUserIds ++ clientContext.userId.toSeq - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow/ContentRecommenderRequestBuilder.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/content_recommender_flow/ContentRecommenderRequestBuilder.docx new file mode 100644 index 0000000000000000000000000000000000000000..61601f7dd90b2a27a04f4044ff1e30b3e548dd88 GIT binary patch literal 37870 zcmagEWmsHI)-H^@dvGTNcXtWy?(Wb?aA-U@!QI_mgS$fr?k<7g?x*uSGxN^Od(QX$ zX)da2-Lls1U2E?yC0R%)EHE%IIIth7Tv}BsMR7^sU|?e~U|^V_QC%^B!xwXhFNSKK zj^-}NmX zZxM>e5F!BW=bn8Jqx-lf+c8XiS=5cH&IX1}$lfWyHki70_6Rat^WA|j_heOr&ZOyrY?IPcjN7;C|-kpxc$bD~fgLRjA#1(uy#0>>L1_%#$KU|_b9~eWg;5{G( zRNqUzbQbTst_J3t%F!p&>b@os6{2^?89#eJA(m8p5EtxySu9!K7aF@K&ws{}Hvm)m 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zK6AM{PCWkp118ZfablA7o9~|=avj$yqpg}X3Q(cGPvujQ$q1siZrdS`tF(oekgoiPlz zLtv6uBBoA4@poajD2n=_KVIGPYt1HI)avN&A|tCUx1JtXhV+&k_NqB^lU4{ssGUI0 zZQXW!{E&e*2*l?YkPJqL(Ln)KrnG}S_W?A0(oS$k80qTEb}{n_&dhm z2<^eb^i(yEi@+^?fKW?HI1RM?^Xv(}9J!H+2Fu@$jp+&iIZhq|(Ug)W0xkc@10y1~ z8nxqerv9J6l*gUGotFTu8+ z!`S|LmIVaj=cxdJNs;ygmm33#!V_@ljdCS;4Ztsy{HQ0(OrfO2pw~-+Ip8{}g!2vl zBj=MM3Rn&0MJvfI9Mu7dd1RTO29m*pkvK^(1#Gn>l-ZQcRgp4YU_Ce - userStateClient.getUserState(userId))).map(_.flatten) - val recentFollowedUserIdsStitch = - Stitch - .collect(req.recommendationRequest.clientContext.userId.map { userId => - rescueWithStatsWithin( - socialGraph.getRecentFollowedUserIds(userId), - stats, - "recentFollowedUserIds", - req - .params( - ContentRecommenderParams.RecentFollowingPredicateBudgetInMillisecond).millisecond - ) - }) - val recentFollowedByUserIdsStitch = - if (req.params(ContentRecommenderParams.GetFollowersFromSgs)) { - Stitch - .collect( - req.recommendationRequest.clientContext.userId.map(userId => - rescueWithStatsWithin( - socialGraph.getRecentFollowedByUserIdsFromCachedColumn(userId), - stats, - "recentFollowedByUserIds", - req - .params(ContentRecommenderParams.RecentFollowingPredicateBudgetInMillisecond) - .millisecond - ))) - } else Stitch.None - val invalidRelationshipUserIdsStitch: Stitch[Option[Seq[Long]]] = - if (req.params(ContentRecommenderParams.EnableInvalidRelationshipPredicate)) { - Stitch - .collect( - req.recommendationRequest.clientContext.userId.map { userId => - rescueWithStats( - socialGraph - .getInvalidRelationshipUserIdsFromCachedColumn(userId) - .onSuccess(ids => - if (ids.size >= SocialGraphClient.MaxNumInvalidRelationship) { - invalidRelationshipUsersMaxSizeCounter.incr() - } else { - invalidRelationshipUsersNotMaxSizeCounter.incr() - }), - stats, - "invalidRelationshipUserIds" - ) - } - ) - } else { - Stitch.None - } - val locationStitch = - rescueOptionalWithStats( - userLocationFetcher.getGeohashAndCountryCode( - req.recommendationRequest.clientContext.userId, - req.recommendationRequest.clientContext.ipAddress - ), - stats, - "userLocation" - ) - Stitch - .join( - recentFollowedUserIdsStitch, - recentFollowedByUserIdsStitch, - invalidRelationshipUserIdsStitch, - locationStitch, - userStateStitch) - .map { - case ( - recentFollowedUserIds, - recentFollowedByUserIds, - invalidRelationshipUserIds, - location, - userState) => - ContentRecommenderRequest( - req.params, - req.recommendationRequest.clientContext, - req.recommendationRequest.excludedIds.getOrElse(Nil), - recentFollowedUserIds, - recentFollowedByUserIds, - invalidRelationshipUserIds.map(_.toSet), - req.recommendationRequest.displayLocation, - req.recommendationRequest.maxResults, - req.recommendationRequest.debugParams.flatMap(_.debugOptions), - location, - userState - ) - } - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/BUILD deleted file mode 100644 index 9129e17b8..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/BUILD +++ /dev/null @@ -1,58 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/addressbook", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/crowd_search_accounts", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/geo", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/real_graph", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/recent_engagement", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/salsa", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/sims", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/sims_expansion", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/stp", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/top_organic_follows_accounts", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/triangular_loops", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/two_hop_random_walk", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/candidate_sources/user_user_graph", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/deepbirdv2", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/geoduck", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/impression_store", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/interests_service", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/clients/user_state", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/common", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/sources", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/dismiss", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/gizmoduck", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/health", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/sgs", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/predicates/user_activity", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/fatigue_ranker", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/first_n_ranker", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/interleave_ranker", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/ml_ranker/ranking", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/ml_ranker/scoring", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/rankers/weighted_candidate_source_ranker", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/dedup", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/modify_social_proof", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/ranker_id", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/tracking_token", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/transforms/weighted_sampling", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/candidates", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/params", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/logging", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/common", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/utils", - "util/util-slf4j-api/src/main/scala", - ], -) diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/BUILD.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/BUILD.docx new file mode 100644 index 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlCandidateSourceRegistry.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlCandidateSourceRegistry.scala deleted file mode 100644 index ed15d566c..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlCandidateSourceRegistry.scala +++ /dev/null @@ -1,103 +0,0 @@ -package com.twitter.follow_recommendations.flows.post_nux_ml - -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.base.CandidateSourceRegistry -import com.twitter.follow_recommendations.common.base.EnrichedCandidateSource -import com.twitter.follow_recommendations.common.candidate_sources.addressbook.ForwardEmailBookSource -import com.twitter.follow_recommendations.common.candidate_sources.addressbook.ForwardPhoneBookSource -import com.twitter.follow_recommendations.common.candidate_sources.addressbook.ReverseEmailBookSource -import com.twitter.follow_recommendations.common.candidate_sources.addressbook.ReversePhoneBookSource -import com.twitter.follow_recommendations.common.candidate_sources.crowd_search_accounts.CrowdSearchAccountsSource -import com.twitter.follow_recommendations.common.candidate_sources.top_organic_follows_accounts.TopOrganicFollowsAccountsSource -import com.twitter.follow_recommendations.common.candidate_sources.geo.PopCountrySource -import com.twitter.follow_recommendations.common.candidate_sources.geo.PopCountryBackFillSource -import com.twitter.follow_recommendations.common.candidate_sources.geo.PopGeohashQualityFollowSource -import com.twitter.follow_recommendations.common.candidate_sources.geo.PopGeohashSource -import com.twitter.follow_recommendations.common.candidate_sources.ppmi_locale_follow.PPMILocaleFollowSource -import com.twitter.follow_recommendations.common.candidate_sources.real_graph.RealGraphOonV2Source -import com.twitter.follow_recommendations.common.candidate_sources.recent_engagement.RecentEngagementNonDirectFollowSource -import com.twitter.follow_recommendations.common.candidate_sources.recent_engagement.RepeatedProfileVisitsSource -import com.twitter.follow_recommendations.common.candidate_sources.salsa.RecentEngagementDirectFollowSalsaExpansionSource -import com.twitter.follow_recommendations.common.candidate_sources.sims.LinearRegressionFollow2vecNearestNeighborsStore -import com.twitter.follow_recommendations.common.candidate_sources.sims_expansion.RecentEngagementSimilarUsersSource -import com.twitter.follow_recommendations.common.candidate_sources.sims_expansion.RecentFollowingSimilarUsersSource -import com.twitter.follow_recommendations.common.candidate_sources.stp.OnlineSTPSourceScorer -import com.twitter.follow_recommendations.common.candidate_sources.stp.OfflineStrongTiePredictionSource -import com.twitter.follow_recommendations.common.candidate_sources.triangular_loops.TriangularLoopsSource -import com.twitter.follow_recommendations.common.candidate_sources.user_user_graph.UserUserGraphCandidateSource -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.product_mixer.core.functional_component.candidate_source.CandidateSource -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class PostNuxMlCandidateSourceRegistry @Inject() ( - crowdSearchAccountsCandidateSource: CrowdSearchAccountsSource, - topOrganicFollowsAccountsSource: TopOrganicFollowsAccountsSource, - linearRegressionfollow2vecNearestNeighborsStore: LinearRegressionFollow2vecNearestNeighborsStore, - forwardEmailBookSource: ForwardEmailBookSource, - forwardPhoneBookSource: ForwardPhoneBookSource, - offlineStrongTiePredictionSource: OfflineStrongTiePredictionSource, - onlineSTPSource: OnlineSTPSourceScorer, - popCountrySource: PopCountrySource, - popCountryBackFillSource: PopCountryBackFillSource, - popGeohashSource: PopGeohashSource, - recentEngagementDirectFollowSimilarUsersSource: RecentEngagementSimilarUsersSource, - recentEngagementNonDirectFollowSource: RecentEngagementNonDirectFollowSource, - recentEngagementDirectFollowSalsaExpansionSource: RecentEngagementDirectFollowSalsaExpansionSource, - recentFollowingSimilarUsersSource: RecentFollowingSimilarUsersSource, - realGraphOonV2Source: RealGraphOonV2Source, - repeatedProfileVisitSource: RepeatedProfileVisitsSource, - reverseEmailBookSource: ReverseEmailBookSource, - reversePhoneBookSource: ReversePhoneBookSource, - triangularLoopsSource: TriangularLoopsSource, - userUserGraphCandidateSource: UserUserGraphCandidateSource, - ppmiLocaleFollowSource: PPMILocaleFollowSource, - popGeohashQualityFollowSource: PopGeohashQualityFollowSource, - baseStatsReceiver: StatsReceiver, -) extends CandidateSourceRegistry[PostNuxMlRequest, CandidateUser] { - import EnrichedCandidateSource._ - - override val statsReceiver = baseStatsReceiver - .scope("post_nux_ml_flow", "candidate_sources") - - // sources primarily based on social graph signals - private[this] val socialSources = Seq( - linearRegressionfollow2vecNearestNeighborsStore.mapKeys[PostNuxMlRequest]( - _.getOptionalUserId.toSeq), - forwardEmailBookSource, - forwardPhoneBookSource, - offlineStrongTiePredictionSource, - onlineSTPSource, - reverseEmailBookSource, - reversePhoneBookSource, - triangularLoopsSource, - ) - - // sources primarily based on geo signals - private[this] val geoSources = Seq( - popCountrySource, - popCountryBackFillSource, - popGeohashSource, - popGeohashQualityFollowSource, - topOrganicFollowsAccountsSource, - crowdSearchAccountsCandidateSource, - ppmiLocaleFollowSource, - ) - - // sources primarily based on recent activity signals - private[this] val activitySources = Seq( - repeatedProfileVisitSource, - recentEngagementDirectFollowSalsaExpansionSource.mapKeys[PostNuxMlRequest]( - _.getOptionalUserId.toSeq), - recentEngagementDirectFollowSimilarUsersSource, - recentEngagementNonDirectFollowSource.mapKeys[PostNuxMlRequest](_.getOptionalUserId.toSeq), - recentFollowingSimilarUsersSource, - realGraphOonV2Source, - userUserGraphCandidateSource, - ) - - override val sources: Set[CandidateSource[PostNuxMlRequest, CandidateUser]] = ( - geoSources ++ socialSources ++ activitySources - ).toSet -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlCandidateSourceWeightParams.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlCandidateSourceWeightParams.docx new file mode 100644 index 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{ - override val statName: String = "post_nux_ml/" + this.getClass.getSimpleName -} - -object PostNuxMlCandidateSourceWeightParams { - - case object CandidateWeightCrowdSearch - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightCrowdSearch, - 1.0, - 0.0, - 1000.0 - ) - - case object CandidateWeightTopOrganicFollow - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightTopOrganicFollow, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightPPMILocaleFollow - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightPPMILocaleFollow, - 1.0, - 0.0, - 1000.0 - ) - - case object CandidateWeightForwardEmailBook - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightForwardEmailBook, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightForwardPhoneBook - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightForwardPhoneBook, - 1.0, - 0.0, - 1000.0 - ) - - case object CandidateWeightOfflineStrongTiePrediction - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightOfflineStrongTiePrediction, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightOnlineStp - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightOnlineStp, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightPopCountry - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightPopCountry, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightPopGeohash - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightPopGeohash, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightPopGeohashQualityFollow - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightPopGeohashQualityFollow, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightPopGeoBackfill - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightPopGeoBackfill, - 1, - 0.0, - 1000.0 - ) - case object CandidateWeightRecentFollowingSimilarUsers - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightRecentFollowingSimilarUsers, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightRecentEngagementDirectFollowSalsaExpansion - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightRecentEngagementDirectFollowSalsaExpansion, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightRecentEngagementNonDirectFollow - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightRecentEngagementNonDirectFollow, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightRecentEngagementSimilarUsers - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightRecentEngagementSimilarUsers, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightRepeatedProfileVisits - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightRepeatedProfileVisits, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightFollow2vecNearestNeighbors - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightFollow2vecNearestNeighbors, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightReverseEmailBook - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightReverseEmailBook, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightReversePhoneBook - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightReversePhoneBook, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightTriangularLoops - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightTriangularLoops, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightTwoHopRandomWalk - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightTwoHopRandomWalk, - 1.0, - 0.0, - 1000.0 - ) - case object CandidateWeightUserUserGraph - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightUserUserGraph, - 1.0, - 0.0, - 1000.0 - ) - - case object CandidateWeightRealGraphOonV2 - extends FSBoundedParam[Double]( - PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.CandidateWeightRealGraphOonV2, - 1.0, - 0.0, - 2000.0 - ) -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlCombinedRankerBuilder.docx 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100644 index 14e982a41..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlCombinedRankerBuilder.scala +++ /dev/null @@ -1,193 +0,0 @@ -package com.twitter.follow_recommendations.flows.post_nux_ml - -import com.google.inject.Inject -import com.google.inject.Singleton -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.base.IdentityRanker -import com.twitter.follow_recommendations.common.base.IdentityTransform -import com.twitter.follow_recommendations.common.base.Ranker -import com.twitter.follow_recommendations.common.base.Transform -import com.twitter.follow_recommendations.common.feature_hydration.common.HasPreFetchedFeature -import com.twitter.follow_recommendations.common.models._ -import com.twitter.follow_recommendations.common.rankers.common.RankerId -import com.twitter.follow_recommendations.common.rankers.fatigue_ranker.ImpressionBasedFatigueRanker -import com.twitter.follow_recommendations.common.rankers.first_n_ranker.FirstNRanker -import com.twitter.follow_recommendations.common.rankers.first_n_ranker.FirstNRankerParams -import com.twitter.follow_recommendations.common.rankers.interleave_ranker.InterleaveRanker -import com.twitter.follow_recommendations.common.rankers.ml_ranker.ranking.HydrateFeaturesTransform -import com.twitter.follow_recommendations.common.rankers.ml_ranker.ranking.MlRanker -import com.twitter.follow_recommendations.common.rankers.ml_ranker.ranking.MlRankerParams -import com.twitter.follow_recommendations.common.rankers.weighted_candidate_source_ranker.WeightedCandidateSourceRanker -import com.twitter.follow_recommendations.configapi.candidates.HydrateCandidateParamsTransform -import com.twitter.product_mixer.core.model.common.identifier.CandidateSourceIdentifier -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import com.twitter.timelines.configapi.HasParams - -/** - * Used to build the combined ranker comprising 4 stages of ranking: - * - weighted sampler - * - truncating to the top N merged results for ranking - * - ML ranker - * - Interleaving ranker for producer-side experiments - * - impression-based fatigueing - */ -@Singleton -class PostNuxMlCombinedRankerBuilder[ - T <: HasParams with HasSimilarToContext with HasClientContext with HasExcludedUserIds with HasDisplayLocation with HasDebugOptions with HasPreFetchedFeature with HasDismissedUserIds with HasQualityFactor] @Inject() ( - firstNRanker: FirstNRanker[T], - hydrateFeaturesTransform: HydrateFeaturesTransform[T], - hydrateCandidateParamsTransform: HydrateCandidateParamsTransform[T], - mlRanker: MlRanker[T], - statsReceiver: StatsReceiver) { - private[this] val stats: StatsReceiver = statsReceiver.scope("post_nux_ml_ranker") - - // we construct each ranker independently and chain them together - def build( - request: T, - candidateSourceWeights: Map[CandidateSourceIdentifier, Double] - ): Ranker[T, CandidateUser] = { - val displayLocationStats = stats.scope(request.displayLocation.toString) - val weightedRankerStats: StatsReceiver = - displayLocationStats.scope("weighted_candidate_source_ranker") - val firstNRankerStats: StatsReceiver = - displayLocationStats.scope("first_n_ranker") - val hydrateCandidateParamsStats = - displayLocationStats.scope("hydrate_candidate_params") - val fatigueRankerStats = displayLocationStats.scope("fatigue_ranker") - val interleaveRankerStats = - displayLocationStats.scope("interleave_ranker") - val allRankersStats = displayLocationStats.scope("all_rankers") - - // Checking if the heavy-ranker is an experimental model. - // If it is, InterleaveRanker and candidate parameter hydration are disabled. - // *NOTE* that consumer-side experiments should at any time take a small % of traffic, less - // than 20% for instance, to leave enough room for producer experiments. Increasing bucket - // size for producer experiments lead to other issues and is not a viable option for faster - // experiments. - val requestRankerId = request.params(MlRankerParams.RequestScorerIdParam) - if (requestRankerId != RankerId.PostNuxProdRanker) { - hydrateCandidateParamsStats.counter(s"disabled_by_${requestRankerId.toString}").incr() - interleaveRankerStats.counter(s"disabled_by_${requestRankerId.toString}").incr() - } - - // weighted ranker that samples from the candidate sources - val weightedRanker = WeightedCandidateSourceRanker - .build[T]( - candidateSourceWeights, - request.params(PostNuxMlParams.CandidateShuffler).shuffle(request.getRandomizationSeed), - randomSeed = request.getRandomizationSeed - ).observe(weightedRankerStats) - - // ranker that takes the first n results (ie truncates output) while merging duplicates - val firstNRankerObs = firstNRanker.observe(firstNRankerStats) - // either ML ranker that uses deepbirdv2 to score or no ranking - val mainRanker: Ranker[T, CandidateUser] = - buildMainRanker(request, requestRankerId == RankerId.PostNuxProdRanker, displayLocationStats) - // fatigue ranker that uses wtf impressions to fatigue - val fatigueRanker = buildFatigueRanker(request, fatigueRankerStats).observe(fatigueRankerStats) - - // interleaveRanker combines rankings from several rankers and enforces candidates' ranks in - // experiment buckets according to their assigned ranker model. - val interleaveRanker = - buildInterleaveRanker( - request, - requestRankerId == RankerId.PostNuxProdRanker, - interleaveRankerStats) - .observe(interleaveRankerStats) - - weightedRanker - .andThen(firstNRankerObs) - .andThen(mainRanker) - .andThen(fatigueRanker) - .andThen(interleaveRanker) - .observe(allRankersStats) - } - - def buildMainRanker( - request: T, - isMainRankerPostNuxProd: Boolean, - displayLocationStats: StatsReceiver - ): Ranker[T, CandidateUser] = { - - // note that we may be disabling heavy ranker for users not bucketed - // (due to empty results from the new candidate source) - // need a better solution in the future - val mlRankerStats = displayLocationStats.scope("ml_ranker") - val noMlRankerStats = displayLocationStats.scope("no_ml_ranker") - val hydrateFeaturesStats = - displayLocationStats.scope("hydrate_features") - val hydrateCandidateParamsStats = - displayLocationStats.scope("hydrate_candidate_params") - val notHydrateCandidateParamsStats = - displayLocationStats.scope("not_hydrate_candidate_params") - val rankerStats = displayLocationStats.scope("ranker") - val mlRankerDisabledByExperimentsCounter = - mlRankerStats.counter("disabled_by_experiments") - val mlRankerDisabledByQualityFactorCounter = - mlRankerStats.counter("disabled_by_quality_factor") - - val disabledByQualityFactor = request.qualityFactor - .exists(_ <= request.params(PostNuxMlParams.TurnoffMLScorerQFThreshold)) - - if (disabledByQualityFactor) - mlRankerDisabledByQualityFactorCounter.incr() - - if (request.params(PostNuxMlParams.UseMlRanker) && !disabledByQualityFactor) { - - val hydrateFeatures = hydrateFeaturesTransform - .observe(hydrateFeaturesStats) - - val optionalHydratedParamsTransform: Transform[T, CandidateUser] = { - // We disable candidate parameter hydration for experimental heavy-ranker models. - if (isMainRankerPostNuxProd && - request.params(PostNuxMlParams.EnableCandidateParamHydration)) { - hydrateCandidateParamsTransform - .observe(hydrateCandidateParamsStats) - } else { - new IdentityTransform[T, CandidateUser]() - .observe(notHydrateCandidateParamsStats) - } - } - val candidateSize = request.params(FirstNRankerParams.CandidatesToRank) - Ranker - .chain( - hydrateFeatures.andThen(optionalHydratedParamsTransform), - mlRanker.observe(mlRankerStats), - ) - .within( - request.params(PostNuxMlParams.MlRankerBudget), - rankerStats.scope(s"n$candidateSize")) - } else { - new IdentityRanker[T, CandidateUser].observe(noMlRankerStats) - } - } - - def buildInterleaveRanker( - request: T, - isMainRankerPostNuxProd: Boolean, - interleaveRankerStats: StatsReceiver - ): Ranker[T, CandidateUser] = { - // InterleaveRanker is enabled only for display locations powered by the PostNux heavy-ranker. - if (request.params(PostNuxMlParams.EnableInterleaveRanker) && - // InterleaveRanker is disabled for requests with experimental heavy-rankers. - isMainRankerPostNuxProd) { - new InterleaveRanker[T](interleaveRankerStats) - } else { - new IdentityRanker[T, CandidateUser]() - } - } - - def buildFatigueRanker( - request: T, - fatigueRankerStats: StatsReceiver - ): Ranker[T, CandidateUser] = { - if (request.params(PostNuxMlParams.EnableFatigueRanker)) { - ImpressionBasedFatigueRanker - .build[T]( - fatigueRankerStats - ).within(request.params(PostNuxMlParams.FatigueRankerBudget), fatigueRankerStats) - } else { - new IdentityRanker[T, CandidateUser]() - } - } -} diff --git 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z0bRy&F;)}=GB+Rt0sZ;+KoZ3PF8F6hyuAIL?S7Uk3CDo&gOdNCkwhwLC%^=smn7sN ztdsucsS5gs=RZXhLO5aJU=ul6S446SbW)(fi3YZ=v89)C04+&lISpWb4 literal 0 HcmV?d00001 diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlFlow.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlFlow.scala deleted file mode 100644 index 092f07100..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlFlow.scala +++ /dev/null @@ -1,304 +0,0 @@ -package com.twitter.follow_recommendations.flows.post_nux_ml - -import com.twitter.conversions.DurationOps._ -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.base.EnrichedCandidateSource._ -import com.twitter.follow_recommendations.common.base._ -import com.twitter.follow_recommendations.common.models.CandidateUser -import com.twitter.follow_recommendations.common.models.FilterReason -import com.twitter.follow_recommendations.common.predicates.dismiss.DismissedCandidatePredicate -import com.twitter.follow_recommendations.common.predicates.gizmoduck.GizmoduckPredicate -import com.twitter.follow_recommendations.common.transforms.ranker_id.RandomRankerIdTransform -import com.twitter.follow_recommendations.common.predicates.sgs.InvalidTargetCandidateRelationshipTypesPredicate -import com.twitter.follow_recommendations.common.predicates.sgs.RecentFollowingPredicate -import com.twitter.follow_recommendations.common.predicates.CandidateParamPredicate -import com.twitter.follow_recommendations.common.predicates.CandidateSourceParamPredicate -import com.twitter.follow_recommendations.common.predicates.CuratedCompetitorListPredicate -import com.twitter.follow_recommendations.common.predicates.ExcludedUserIdPredicate -import com.twitter.follow_recommendations.common.predicates.InactivePredicate -import com.twitter.follow_recommendations.common.predicates.PreviouslyRecommendedUserIdsPredicate -import com.twitter.follow_recommendations.common.predicates.user_activity.NonNearZeroUserActivityPredicate -import com.twitter.follow_recommendations.common.transforms.dedup.DedupTransform -import com.twitter.follow_recommendations.common.transforms.modify_social_proof.ModifySocialProofTransform -import com.twitter.follow_recommendations.common.transforms.tracking_token.TrackingTokenTransform -import com.twitter.follow_recommendations.common.transforms.weighted_sampling.SamplingTransform -import com.twitter.follow_recommendations.configapi.candidates.CandidateUserParamsFactory -import com.twitter.follow_recommendations.configapi.params.GlobalParams -import com.twitter.follow_recommendations.configapi.params.GlobalParams.EnableGFSSocialProofTransform -import com.twitter.follow_recommendations.utils.CandidateSourceHoldbackUtil -import com.twitter.product_mixer.core.functional_component.candidate_source.CandidateSource -import com.twitter.product_mixer.core.model.common.identifier.CandidateSourceIdentifier -import com.twitter.timelines.configapi.Params -import com.twitter.util.Duration - -import javax.inject.Inject -import javax.inject.Singleton -import com.twitter.follow_recommendations.common.clients.socialgraph.SocialGraphClient -import com.twitter.follow_recommendations.common.predicates.hss.HssPredicate -import com.twitter.follow_recommendations.common.predicates.sgs.InvalidRelationshipPredicate -import com.twitter.follow_recommendations.common.transforms.modify_social_proof.RemoveAccountProofTransform -import com.twitter.follow_recommendations.logging.FrsLogger -import com.twitter.follow_recommendations.models.RecommendationFlowData -import com.twitter.follow_recommendations.utils.RecommendationFlowBaseSideEffectsUtil -import com.twitter.product_mixer.core.model.common.identifier.RecommendationPipelineIdentifier -import com.twitter.product_mixer.core.quality_factor.BoundsWithDefault -import com.twitter.product_mixer.core.quality_factor.LinearLatencyQualityFactor -import com.twitter.product_mixer.core.quality_factor.LinearLatencyQualityFactorConfig -import com.twitter.product_mixer.core.quality_factor.LinearLatencyQualityFactorObserver -import com.twitter.product_mixer.core.quality_factor.QualityFactorObserver -import com.twitter.stitch.Stitch - -/** - * We use this flow for all post-nux display locations that would use a machine-learning-based-ranker - * eg HTL, Sidebar, etc - * Note that the RankedPostNuxFlow is used primarily for scribing/data collection, and doesn't - * incorporate all of the other components in a flow (candidate source generation, predicates etc) - */ -@Singleton -class PostNuxMlFlow @Inject() ( - postNuxMlCandidateSourceRegistry: PostNuxMlCandidateSourceRegistry, - postNuxMlCombinedRankerBuilder: PostNuxMlCombinedRankerBuilder[PostNuxMlRequest], - curatedCompetitorListPredicate: CuratedCompetitorListPredicate, - gizmoduckPredicate: GizmoduckPredicate, - sgsPredicate: InvalidTargetCandidateRelationshipTypesPredicate, - hssPredicate: HssPredicate, - invalidRelationshipPredicate: InvalidRelationshipPredicate, - recentFollowingPredicate: RecentFollowingPredicate, - nonNearZeroUserActivityPredicate: NonNearZeroUserActivityPredicate, - inactivePredicate: InactivePredicate, - dismissedCandidatePredicate: DismissedCandidatePredicate, - previouslyRecommendedUserIdsPredicate: PreviouslyRecommendedUserIdsPredicate, - modifySocialProofTransform: ModifySocialProofTransform, - removeAccountProofTransform: RemoveAccountProofTransform, - trackingTokenTransform: TrackingTokenTransform, - randomRankerIdTransform: RandomRankerIdTransform, - candidateParamsFactory: CandidateUserParamsFactory[PostNuxMlRequest], - samplingTransform: SamplingTransform, - frsLogger: FrsLogger, - baseStatsReceiver: StatsReceiver) - extends RecommendationFlow[PostNuxMlRequest, CandidateUser] - with RecommendationFlowBaseSideEffectsUtil[PostNuxMlRequest, CandidateUser] - with CandidateSourceHoldbackUtil { - override protected val targetEligibility: Predicate[PostNuxMlRequest] = - new ParamPredicate[PostNuxMlRequest](PostNuxMlParams.TargetEligibility) - - override val statsReceiver: StatsReceiver = baseStatsReceiver.scope("post_nux_ml_flow") - - override val qualityFactorObserver: Option[QualityFactorObserver] = { - val config = LinearLatencyQualityFactorConfig( - qualityFactorBounds = - BoundsWithDefault(minInclusive = 0.1, maxInclusive = 1.0, default = 1.0), - initialDelay = 60.seconds, - targetLatency = 700.milliseconds, - targetLatencyPercentile = 95.0, - delta = 0.001 - ) - val qualityFactor = LinearLatencyQualityFactor(config) - val observer = LinearLatencyQualityFactorObserver(qualityFactor) - statsReceiver.provideGauge("quality_factor")(qualityFactor.currentValue.toFloat) - Some(observer) - } - - override protected def updateTarget(request: PostNuxMlRequest): Stitch[PostNuxMlRequest] = { - Stitch.value( - request.copy(qualityFactor = qualityFactorObserver.map(_.qualityFactor.currentValue)) - ) - } - - private[post_nux_ml] def getCandidateSourceIdentifiers( - params: Params - ): Set[CandidateSourceIdentifier] = { - PostNuxMlFlowCandidateSourceWeights.getWeights(params).keySet - } - - override protected def candidateSources( - request: PostNuxMlRequest - ): Seq[CandidateSource[PostNuxMlRequest, CandidateUser]] = { - val identifiers = getCandidateSourceIdentifiers(request.params) - val selected: Set[CandidateSource[PostNuxMlRequest, CandidateUser]] = - postNuxMlCandidateSourceRegistry.select(identifiers) - val budget: Duration = request.params(PostNuxMlParams.FetchCandidateSourceBudget) - filterCandidateSources( - request, - selected.map(c => c.failOpenWithin(budget, statsReceiver)).toSeq) - } - - override protected val preRankerCandidateFilter: Predicate[(PostNuxMlRequest, CandidateUser)] = { - val stats = statsReceiver.scope("pre_ranker") - - object excludeNearZeroUserPredicate - extends GatedPredicateBase[(PostNuxMlRequest, CandidateUser)]( - nonNearZeroUserActivityPredicate, - stats.scope("exclude_near_zero_predicate") - ) { - override def gate(item: (PostNuxMlRequest, CandidateUser)): Boolean = - item._1.params(PostNuxMlParams.ExcludeNearZeroCandidates) - } - - object invalidRelationshipGatedPredicate - extends GatedPredicateBase[(PostNuxMlRequest, CandidateUser)]( - invalidRelationshipPredicate, - stats.scope("invalid_relationship_predicate") - ) { - override def gate(item: (PostNuxMlRequest, CandidateUser)): Boolean = - item._1.params(PostNuxMlParams.EnableInvalidRelationshipPredicate) - } - - ExcludedUserIdPredicate - .observe(stats.scope("exclude_user_id_predicate")) - .andThen( - recentFollowingPredicate.observe(stats.scope("recent_following_predicate")) - ) - .andThen( - dismissedCandidatePredicate.observe(stats.scope("dismissed_candidate_predicate")) - ) - .andThen( - previouslyRecommendedUserIdsPredicate.observe( - stats.scope("previously_recommended_user_ids_predicate")) - ) - .andThen( - invalidRelationshipGatedPredicate.observe(stats.scope("invalid_relationship_predicate")) - ) - .andThen( - excludeNearZeroUserPredicate.observe(stats.scope("exclude_near_zero_user_state")) - ) - .observe(stats.scope("overall_pre_ranker_candidate_filter")) - } - - override protected def selectRanker( - request: PostNuxMlRequest - ): Ranker[PostNuxMlRequest, CandidateUser] = { - postNuxMlCombinedRankerBuilder.build( - request, - PostNuxMlFlowCandidateSourceWeights.getWeights(request.params)) - } - - override protected val postRankerTransform: Transform[PostNuxMlRequest, CandidateUser] = { - new DedupTransform[PostNuxMlRequest, CandidateUser] - .observe(statsReceiver.scope("dedupping")) - .andThen( - samplingTransform - .gated(PostNuxMlParams.SamplingTransformEnabled) - .observe(statsReceiver.scope("samplingtransform"))) - } - - override protected val validateCandidates: Predicate[(PostNuxMlRequest, CandidateUser)] = { - val stats = statsReceiver.scope("validate_candidates") - val competitorPredicate = - curatedCompetitorListPredicate.map[(PostNuxMlRequest, CandidateUser)](_._2) - - val producerHoldbackPredicate = new CandidateParamPredicate[CandidateUser]( - GlobalParams.KeepUserCandidate, - FilterReason.CandidateSideHoldback - ).map[(PostNuxMlRequest, CandidateUser)] { - case (request, user) => candidateParamsFactory(user, request) - } - val pymkProducerHoldbackPredicate = new CandidateSourceParamPredicate( - GlobalParams.KeepSocialUserCandidate, - FilterReason.CandidateSideHoldback, - CandidateSourceHoldbackUtil.SocialCandidateSourceIds - ).map[(PostNuxMlRequest, CandidateUser)] { - case (request, user) => candidateParamsFactory(user, request) - } - val sgsPredicateStats = stats.scope("sgs_predicate") - object sgsGatedPredicate - extends GatedPredicateBase[(PostNuxMlRequest, CandidateUser)]( - sgsPredicate.observe(sgsPredicateStats), - sgsPredicateStats - ) { - - /** - * When SGS predicate is turned off, only query SGS exists API for (user, candidate, relationship) - * when the user's number of invalid relationships exceeds the threshold during request - * building step. This is to minimize load to SGS and underlying Flock DB. - */ - override def gate(item: (PostNuxMlRequest, CandidateUser)): Boolean = - item._1.params(PostNuxMlParams.EnableSGSPredicate) || - SocialGraphClient.enablePostRankerSgsPredicate( - item._1.invalidRelationshipUserIds.getOrElse(Set.empty).size) - } - - val hssPredicateStats = stats.scope("hss_predicate") - object hssGatedPredicate - extends GatedPredicateBase[(PostNuxMlRequest, CandidateUser)]( - hssPredicate.observe(hssPredicateStats), - hssPredicateStats - ) { - override def gate(item: (PostNuxMlRequest, CandidateUser)): Boolean = - item._1.params(PostNuxMlParams.EnableHssPredicate) - } - - Predicate - .andConcurrently[(PostNuxMlRequest, CandidateUser)]( - Seq( - competitorPredicate.observe(stats.scope("curated_competitor_predicate")), - gizmoduckPredicate.observe(stats.scope("gizmoduck_predicate")), - sgsGatedPredicate, - hssGatedPredicate, - inactivePredicate.observe(stats.scope("inactive_predicate")), - ) - ) - // to avoid dilutions, we need to apply the receiver holdback predicates at the very last step - .andThen(pymkProducerHoldbackPredicate.observe(stats.scope("pymk_receiver_side_holdback"))) - .andThen(producerHoldbackPredicate.observe(stats.scope("receiver_side_holdback"))) - .observe(stats.scope("overall_validate_candidates")) - } - - override protected val transformResults: Transform[PostNuxMlRequest, CandidateUser] = { - modifySocialProofTransform - .gated(EnableGFSSocialProofTransform) - .andThen(trackingTokenTransform) - .andThen(randomRankerIdTransform.gated(PostNuxMlParams.LogRandomRankerId)) - .andThen(removeAccountProofTransform.gated(PostNuxMlParams.EnableRemoveAccountProofTransform)) - } - - override protected def resultsConfig(request: PostNuxMlRequest): RecommendationResultsConfig = { - RecommendationResultsConfig( - request.maxResults.getOrElse(request.params(PostNuxMlParams.ResultSizeParam)), - request.params(PostNuxMlParams.BatchSizeParam) - ) - } - - override def applySideEffects( - target: PostNuxMlRequest, - candidateSources: Seq[CandidateSource[PostNuxMlRequest, CandidateUser]], - candidatesFromCandidateSources: Seq[CandidateUser], - mergedCandidates: Seq[CandidateUser], - filteredCandidates: Seq[CandidateUser], - rankedCandidates: Seq[CandidateUser], - transformedCandidates: Seq[CandidateUser], - truncatedCandidates: Seq[CandidateUser], - results: Seq[CandidateUser] - ): Stitch[Unit] = { - frsLogger.logRecommendationFlowData[PostNuxMlRequest]( - target, - RecommendationFlowData[PostNuxMlRequest]( - target, - PostNuxMlFlow.identifier, - candidateSources, - candidatesFromCandidateSources, - mergedCandidates, - filteredCandidates, - rankedCandidates, - transformedCandidates, - truncatedCandidates, - results - ) - ) - super.applySideEffects( - target, - candidateSources, - candidatesFromCandidateSources, - mergedCandidates, - filteredCandidates, - rankedCandidates, - transformedCandidates, - truncatedCandidates, - results - ) - } -} - -object PostNuxMlFlow { - 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diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlFlowCandidateSourceWeights.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlFlowCandidateSourceWeights.scala deleted file mode 100644 index edb447cba..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlFlowCandidateSourceWeights.scala +++ /dev/null @@ -1,68 +0,0 @@ -package com.twitter.follow_recommendations.flows.post_nux_ml - -import com.twitter.follow_recommendations.common.candidate_sources.addressbook.ForwardEmailBookSource -import com.twitter.follow_recommendations.common.candidate_sources.addressbook.ForwardPhoneBookSource -import com.twitter.follow_recommendations.common.candidate_sources.addressbook.ReverseEmailBookSource -import com.twitter.follow_recommendations.common.candidate_sources.addressbook.ReversePhoneBookSource -import com.twitter.follow_recommendations.common.candidate_sources.crowd_search_accounts.CrowdSearchAccountsSource -import com.twitter.follow_recommendations.common.candidate_sources.geo.PopCountryBackFillSource -import com.twitter.follow_recommendations.common.candidate_sources.geo.PopCountrySource -import com.twitter.follow_recommendations.common.candidate_sources.geo.PopGeohashQualityFollowSource -import com.twitter.follow_recommendations.common.candidate_sources.geo.PopGeohashSource -import com.twitter.follow_recommendations.common.candidate_sources.ppmi_locale_follow.PPMILocaleFollowSource -import com.twitter.follow_recommendations.common.candidate_sources.real_graph.RealGraphOonV2Source -import com.twitter.follow_recommendations.common.candidate_sources.recent_engagement.RecentEngagementNonDirectFollowSource -import com.twitter.follow_recommendations.common.candidate_sources.recent_engagement.RepeatedProfileVisitsSource -import com.twitter.follow_recommendations.common.candidate_sources.salsa.RecentEngagementDirectFollowSalsaExpansionSource -import com.twitter.follow_recommendations.common.candidate_sources.sims_expansion.RecentEngagementSimilarUsersSource -import com.twitter.follow_recommendations.common.candidate_sources.sims_expansion.RecentFollowingSimilarUsersSource -import com.twitter.follow_recommendations.common.candidate_sources.sims.Follow2vecNearestNeighborsStore -import com.twitter.follow_recommendations.common.candidate_sources.stp.BaseOnlineSTPSource -import com.twitter.follow_recommendations.common.candidate_sources.stp.OfflineStrongTiePredictionSource -import com.twitter.follow_recommendations.common.candidate_sources.top_organic_follows_accounts.TopOrganicFollowsAccountsSource -import com.twitter.follow_recommendations.common.candidate_sources.triangular_loops.TriangularLoopsSource -import com.twitter.follow_recommendations.common.candidate_sources.two_hop_random_walk.TwoHopRandomWalkSource -import com.twitter.follow_recommendations.common.candidate_sources.user_user_graph.UserUserGraphCandidateSource -import com.twitter.follow_recommendations.flows.post_nux_ml.PostNuxMlCandidateSourceWeightParams._ -import com.twitter.product_mixer.core.model.common.identifier.CandidateSourceIdentifier -import com.twitter.timelines.configapi.Params - -object PostNuxMlFlowCandidateSourceWeights { - - def getWeights(params: Params): Map[CandidateSourceIdentifier, Double] = { - Map[CandidateSourceIdentifier, Double]( - // Social based - PPMILocaleFollowSource.Identifier -> params(CandidateWeightPPMILocaleFollow), - Follow2vecNearestNeighborsStore.IdentifierF2vLinearRegression -> params( - CandidateWeightFollow2vecNearestNeighbors), - RecentFollowingSimilarUsersSource.Identifier -> params( - CandidateWeightRecentFollowingSimilarUsers), - BaseOnlineSTPSource.Identifier -> params(CandidateWeightOnlineStp), - OfflineStrongTiePredictionSource.Identifier -> params( - CandidateWeightOfflineStrongTiePrediction), - ForwardEmailBookSource.Identifier -> params(CandidateWeightForwardEmailBook), - ForwardPhoneBookSource.Identifier -> params(CandidateWeightForwardPhoneBook), - ReverseEmailBookSource.Identifier -> params(CandidateWeightReverseEmailBook), - ReversePhoneBookSource.Identifier -> params(CandidateWeightReversePhoneBook), - TriangularLoopsSource.Identifier -> params(CandidateWeightTriangularLoops), - TwoHopRandomWalkSource.Identifier -> params(CandidateWeightTwoHopRandomWalk), - UserUserGraphCandidateSource.Identifier -> params(CandidateWeightUserUserGraph), - // Geo based - PopCountrySource.Identifier -> params(CandidateWeightPopCountry), - PopCountryBackFillSource.Identifier -> params(CandidateWeightPopGeoBackfill), - PopGeohashSource.Identifier -> params(CandidateWeightPopGeohash), - PopGeohashQualityFollowSource.Identifier -> params(CandidateWeightPopGeohashQualityFollow), - CrowdSearchAccountsSource.Identifier -> params(CandidateWeightCrowdSearch), - TopOrganicFollowsAccountsSource.Identifier -> params(CandidateWeightTopOrganicFollow), - // Engagement based - RealGraphOonV2Source.Identifier -> params(CandidateWeightRealGraphOonV2), - RecentEngagementNonDirectFollowSource.Identifier -> params( - CandidateWeightRecentEngagementNonDirectFollow), - RecentEngagementSimilarUsersSource.Identifier -> params( - CandidateWeightRecentEngagementSimilarUsers), - RepeatedProfileVisitsSource.Identifier -> params(CandidateWeightRepeatedProfileVisits), - RecentEngagementDirectFollowSalsaExpansionSource.Identifier -> params( - CandidateWeightRecentEngagementDirectFollowSalsaExpansion), - ) - } -} diff --git 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f329cbd13..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys.scala +++ /dev/null @@ -1,46 +0,0 @@ -package com.twitter.follow_recommendations.flows.post_nux_ml - -object PostNuxMlFlowCandidateSourceWeightsFeatureSwitchKeys { - val CandidateWeightCrowdSearch = "post_nux_ml_flow_candidate_source_weights_user_crowd_search" - val CandidateWeightTopOrganicFollow = - "post_nux_ml_flow_candidate_source_weights_top_organic_follow" - val CandidateWeightPPMILocaleFollow = - "post_nux_ml_flow_candidate_source_weights_user_ppmi_locale_follow" - val CandidateWeightForwardEmailBook = - "post_nux_ml_flow_candidate_source_weights_user_forward_email_book" - val CandidateWeightForwardPhoneBook = - "post_nux_ml_flow_candidate_source_weights_user_forward_phone_book" - val CandidateWeightOfflineStrongTiePrediction = - "post_nux_ml_flow_candidate_source_weights_user_offline_strong_tie_prediction" - val CandidateWeightOnlineStp = "post_nux_ml_flow_candidate_source_weights_user_online_stp" - val CandidateWeightPopCountry = "post_nux_ml_flow_candidate_source_weights_user_pop_country" - val CandidateWeightPopGeohash = "post_nux_ml_flow_candidate_source_weights_user_pop_geohash" - val CandidateWeightPopGeohashQualityFollow = - "post_nux_ml_flow_candidate_source_weights_user_pop_geohash_quality_follow" - val CandidateWeightPopGeoBackfill = - "post_nux_ml_flow_candidate_source_weights_user_pop_geo_backfill" - val CandidateWeightRecentFollowingSimilarUsers = - "post_nux_ml_flow_candidate_source_weights_user_recent_following_similar_users" - val CandidateWeightRecentEngagementDirectFollowSalsaExpansion = - "post_nux_ml_flow_candidate_source_weights_user_recent_engagement_direct_follow_salsa_expansion" - val CandidateWeightRecentEngagementNonDirectFollow = - "post_nux_ml_flow_candidate_source_weights_user_recent_engagement_non_direct_follow" - val CandidateWeightRecentEngagementSimilarUsers = - "post_nux_ml_flow_candidate_source_weights_user_recent_engagement_similar_users" - val CandidateWeightRepeatedProfileVisits = - "post_nux_ml_flow_candidate_source_weights_user_repeated_profile_visits" - val CandidateWeightFollow2vecNearestNeighbors = - "post_nux_ml_flow_candidate_source_weights_user_follow2vec_nearest_neighbors" - val CandidateWeightReverseEmailBook = - "post_nux_ml_flow_candidate_source_weights_user_reverse_email_book" - val CandidateWeightReversePhoneBook = - "post_nux_ml_flow_candidate_source_weights_user_reverse_phone_book" - val CandidateWeightTriangularLoops = - "post_nux_ml_flow_candidate_source_weights_user_triangular_loops" - val CandidateWeightTwoHopRandomWalk = - "post_nux_ml_flow_candidate_source_weights_user_two_hop_random_walk" - val CandidateWeightUserUserGraph = - 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NoShuffle[CandidateUser] - ), - ) -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlFlowFeatureSwitchKeys.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlFlowFeatureSwitchKeys.docx new file mode 100644 index 0000000000000000000000000000000000000000..c08bd1a8df80e48f765dfd447415b45978197dae GIT binary patch literal 37293 zcmagEb9`jWx<4G-p4hhSWRjWKP9~hNV;d7&6Wg|JPbRiKvHk1Wd!KXmKKI`D{b%*3 ztLpjUc~)1|T3rgC!67g}KtNzXethTBs8A}1O#}r28HEA?K?k;KivesLO>7+XRorY% z9CR67t*sgoW#w0dQNEqOVkR*O5_^atW0r2)QrptU;)++L-EwO#GM&nRJ>HM=hN@00 z1Vb^#rl;I{5w6qguMe=aGUJdFHL@=w%w1c{=mh*m=*8VrI_5*URHsmhz?%4sLFRZ%(~rrM$V zx;Lue{5tOALi#A?E0OuS$VjP{VVMTk>c{;()Zju@@|!_@T)#t&^8{U;y_u?A?MhDp zlItKm0OjYdbvL8Sm^#}rRBcJbjk4A{nnlp=DZnz2vU=taJX8JMhA;bMMUC!jyOw5@ zikJCufE2F#y%%+w4H?B_44(uXb^L0ct5j7nB&LD6(l(70+MN6F-#A7wrB% 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"post_nux_ml_flow_use_ml_ranker" - val EnableCandidateParamHydration = "post_nux_ml_flow_enable_candidate_param_hydration" - val OnlineSTPEnabled = "post_nux_ml_flow_online_stp_source_enabled" - val Follow2VecLinearRegressionEnabled = "post_nux_ml_flow_follow_to_vec_lr_source_enabled" - val EnableRandomDataCollection = "post_nux_ml_flow_random_data_collection_enabled" - val EnableAdhocRanker = "post_nux_ml_flow_adhoc_ranker_enabled" - val EnableFatigueRanker = "post_nux_ml_flow_fatigue_ranker_enabled" - val EnableInterleaveRanker = "post_nux_ml_flow_interleave_ranker_enabled" - val IncludeRepeatedProfileVisitsCandidateSource = - "post_nux_ml_flow_include_repeated_profile_visits_candidate_source" - val MLRankerBudget = "post_nux_ml_flow_ml_ranker_budget_millis" - val EnableNoShuffler = "post_nux_ml_flow_no_shuffler" - val SamplingTransformEnabled = "post_nux_ml_flow_sampling_transform_enabled" - val ExcludeNearZeroCandidates = "post_nux_ml_flow_exclude_near_zero_candidates" - val EnableInterestsOptOutPredicate = "post_nux_ml_flow_enable_interests_opt_out_predicate" - val EnableRemoveAccountProofTransform = "post_nux_ml_flow_enable_remove_account_proof_transform" - val EnablePPMILocaleFollowSourceInPostNux = "post_nux_ml_flow_enable_ppmilocale_follow_source" - val EnableInvalidRelationshipPredicate = "post_nux_ml_flow_enable_invalid_relationship_predicate" - val EnableRealGraphOonV2 = "post_nux_ml_flow_enable_real_graph_oon_v2" - val EnableSGSPredicate = "post_nux_ml_flow_enable_sgs_predicate" - val EnableHssPredicate = "post_nux_ml_flow_enable_hss_predicate" - val GetFollowersFromSgs = "post_nux_ml_flow_get_followers_from_sgs" - val TurnOffMLScorerQFThreshold = "post_nux_ml_flow_turn_off_ml_scorer_threhsold" -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlParams.docx 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlRequestBuilder.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlRequestBuilder.scala deleted file mode 100644 index aeb248b7f..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlRequestBuilder.scala +++ /dev/null @@ -1,173 +0,0 @@ -package com.twitter.follow_recommendations.flows.post_nux_ml - -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.clients.dismiss_store.DismissStore -import com.twitter.follow_recommendations.common.clients.geoduck.UserLocationFetcher -import com.twitter.follow_recommendations.common.clients.impression_store.WtfImpressionStore -import com.twitter.follow_recommendations.common.clients.interests_service.InterestServiceClient -import com.twitter.follow_recommendations.common.clients.socialgraph.SocialGraphClient -import com.twitter.follow_recommendations.common.clients.user_state.UserStateClient -import com.twitter.follow_recommendations.common.predicates.dismiss.DismissedCandidatePredicateParams -import com.twitter.follow_recommendations.common.utils.RescueWithStatsUtils._ -import com.twitter.follow_recommendations.flows.post_nux_ml.PostNuxMlRequestBuilderParams.DismissedIdScanBudget -import com.twitter.follow_recommendations.flows.post_nux_ml.PostNuxMlRequestBuilderParams.TopicIdFetchBudget -import com.twitter.follow_recommendations.flows.post_nux_ml.PostNuxMlRequestBuilderParams.WTFImpressionsScanBudget -import com.twitter.follow_recommendations.products.common.ProductRequest -import com.twitter.inject.Logging -import com.twitter.stitch.Stitch -import com.twitter.util.Time -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class PostNuxMlRequestBuilder @Inject() ( - socialGraph: SocialGraphClient, - wtfImpressionStore: WtfImpressionStore, - dismissStore: DismissStore, - userLocationFetcher: UserLocationFetcher, - interestServiceClient: InterestServiceClient, - userStateClient: UserStateClient, - statsReceiver: StatsReceiver) - extends Logging { - - val stats: StatsReceiver = statsReceiver.scope("post_nux_ml_request_builder") - val invalidRelationshipUsersStats: StatsReceiver = stats.scope("invalidRelationshipUserIds") - private val invalidRelationshipUsersMaxSizeCounter = - invalidRelationshipUsersStats.counter("maxSize") - private val invalidRelationshipUsersNotMaxSizeCounter = - invalidRelationshipUsersStats.counter("notMaxSize") - - def build( - req: ProductRequest, - previouslyRecommendedUserIds: Option[Set[Long]] = None, - previouslyFollowedUserIds: Option[Set[Long]] = None - ): Stitch[PostNuxMlRequest] = { - val dl = req.recommendationRequest.displayLocation - val resultsStitch = Stitch.collect( - req.recommendationRequest.clientContext.userId - .map { userId => - val lookBackDuration = req.params(DismissedCandidatePredicateParams.LookBackDuration) - val negativeStartTs = -(Time.now - lookBackDuration).inMillis - val recentFollowedUserIdsStitch = - rescueWithStats( - socialGraph.getRecentFollowedUserIds(userId), - stats, - "recentFollowedUserIds") - val invalidRelationshipUserIdsStitch = - if (req.params(PostNuxMlParams.EnableInvalidRelationshipPredicate)) { - rescueWithStats( - socialGraph - .getInvalidRelationshipUserIds(userId) - .onSuccess(ids => - if (ids.size >= SocialGraphClient.MaxNumInvalidRelationship) { - invalidRelationshipUsersMaxSizeCounter.incr() - } else { - invalidRelationshipUsersNotMaxSizeCounter.incr() - }), - stats, - "invalidRelationshipUserIds" - ) - } else { - Stitch.value(Seq.empty) - } - // recentFollowedByUserIds are only used in experiment candidate sources - val recentFollowedByUserIdsStitch = if (req.params(PostNuxMlParams.GetFollowersFromSgs)) { - rescueWithStats( - socialGraph.getRecentFollowedByUserIdsFromCachedColumn(userId), - stats, - "recentFollowedByUserIds") - } else Stitch.value(Seq.empty) - val wtfImpressionsStitch = - rescueWithStatsWithin( - wtfImpressionStore.get(userId, dl), - stats, - "wtfImpressions", - req.params(WTFImpressionsScanBudget)) - val dismissedUserIdsStitch = - rescueWithStatsWithin( - dismissStore.get(userId, negativeStartTs, None), - stats, - "dismissedUserIds", - req.params(DismissedIdScanBudget)) - val locationStitch = - rescueOptionalWithStats( - userLocationFetcher.getGeohashAndCountryCode( - Some(userId), - req.recommendationRequest.clientContext.ipAddress), - stats, - "userLocation" - ) - val topicIdsStitch = - rescueWithStatsWithin( - interestServiceClient.fetchUttInterestIds(userId), - stats, - "topicIds", - req.params(TopicIdFetchBudget)) - val userStateStitch = - rescueOptionalWithStats(userStateClient.getUserState(userId), stats, "userState") - Stitch.join( - recentFollowedUserIdsStitch, - invalidRelationshipUserIdsStitch, - recentFollowedByUserIdsStitch, - dismissedUserIdsStitch, - wtfImpressionsStitch, - locationStitch, - topicIdsStitch, - userStateStitch - ) - }) - - resultsStitch.map { - case Some( - ( - recentFollowedUserIds, - invalidRelationshipUserIds, - recentFollowedByUserIds, - dismissedUserIds, - wtfImpressions, - locationInfo, - topicIds, - userState)) => - PostNuxMlRequest( - params = req.params, - clientContext = req.recommendationRequest.clientContext, - similarToUserIds = Nil, - inputExcludeUserIds = req.recommendationRequest.excludedIds.getOrElse(Nil), - recentFollowedUserIds = Some(recentFollowedUserIds), - invalidRelationshipUserIds = Some(invalidRelationshipUserIds.toSet), - recentFollowedByUserIds = Some(recentFollowedByUserIds), - dismissedUserIds = Some(dismissedUserIds), - displayLocation = dl, - maxResults = req.recommendationRequest.maxResults, - debugOptions = req.recommendationRequest.debugParams.flatMap(_.debugOptions), - wtfImpressions = Some(wtfImpressions), - geohashAndCountryCode = locationInfo, - uttInterestIds = Some(topicIds), - inputPreviouslyRecommendedUserIds = previouslyRecommendedUserIds, - inputPreviouslyFollowedUserIds = previouslyFollowedUserIds, - isSoftUser = req.recommendationRequest.isSoftUser, - userState = userState - ) - case _ => - PostNuxMlRequest( - params = req.params, - clientContext = req.recommendationRequest.clientContext, - similarToUserIds = Nil, - inputExcludeUserIds = req.recommendationRequest.excludedIds.getOrElse(Nil), - recentFollowedUserIds = None, - invalidRelationshipUserIds = None, - recentFollowedByUserIds = None, - dismissedUserIds = None, - displayLocation = dl, - maxResults = req.recommendationRequest.maxResults, - debugOptions = req.recommendationRequest.debugParams.flatMap(_.debugOptions), - wtfImpressions = None, - geohashAndCountryCode = None, - inputPreviouslyRecommendedUserIds = previouslyRecommendedUserIds, - inputPreviouslyFollowedUserIds = previouslyFollowedUserIds, - isSoftUser = req.recommendationRequest.isSoftUser, - userState = None - ) - } - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlRequestBuilderParams.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlRequestBuilderParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..4e937734588f21323e1330df8f1cbf854b963e00 GIT binary patch literal 37096 zcmagFWmsIvwm*!!dvFQv?k<7g?ruRF2@Z`1_W;4&-66QU1$T!8cb9)>X3jY?=id9i zUp5a_wSKbJ?yB0mtCeISp|HTfz~I29zHw_+s1(E{f`fsLz<_~af?9RO0rsEG?LQl; zc{rFm>od9A*)}A~E3Sy3eK~u&^6T}*DHn(T)#wIz|)sygc!*1@|c0GlAH>Y1OAnVN6*{Mkn<8uXvq zbhM+@e5?)wrSU!Q#8J|Zx&mma>&W!K!lbgb#Z-6)-Sytx(H6wK7kXF>HMpCdk+&OD z_Zvd}!l^D?qtYrGlQhiE%l+nfC{FHklO3eH#4DlT(8E5?D^@vzh_D({m`+1>gZBKaQjy(4XOWpuX z=^s_}ppq522UTw!0t^fh^w-eI+}4?y>G!oFe*7aOE1KV#kmL|$k$t1OME;V2#83Hr 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b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlRequestBuilderParams.scala deleted file mode 100644 index da60f0382..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/flows/post_nux_ml/PostNuxMlRequestBuilderParams.scala +++ /dev/null @@ -1,45 +0,0 @@ -package com.twitter.follow_recommendations.flows.post_nux_ml - -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.util.Duration -import com.twitter.conversions.DurationOps._ -import com.twitter.timelines.configapi.DurationConversion -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.HasDurationConversion - -object PostNuxMlRequestBuilderParams { - case object TopicIdFetchBudget - extends FSBoundedParam[Duration]( - name = "post_nux_ml_request_builder_topic_id_fetch_budget_millis", - default = 200.millisecond, - min = 80.millisecond, - max = 400.millisecond) - with HasDurationConversion { - override val durationConversion: DurationConversion = DurationConversion.FromMillis - } - - case object DismissedIdScanBudget - extends FSBoundedParam[Duration]( - name = "post_nux_ml_request_builder_dismissed_id_scan_budget_millis", - default = 200.millisecond, - min = 80.millisecond, - max = 400.millisecond) - with HasDurationConversion { - override val durationConversion: DurationConversion = DurationConversion.FromMillis - } - - case object WTFImpressionsScanBudget - extends FSBoundedParam[Duration]( - name = "post_nux_ml_request_builder_wtf_impressions_scan_budget_millis", - default = 200.millisecond, - min = 80.millisecond, - max = 400.millisecond) - with HasDurationConversion { - override val durationConversion: DurationConversion = DurationConversion.FromMillis - } - - case object EnableInvalidRelationshipPredicate - extends FSParam[Boolean]( - name = "post_nux_ml_request_builder_enable_invalid_relationship_predicate", - false) -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/logging/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/logging/BUILD deleted file mode 100644 index a35992e93..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/logging/BUILD +++ /dev/null @@ -1,18 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/google/inject:guice", - "3rdparty/jvm/com/google/inject/extensions:guice-assistedinject", - "3rdparty/jvm/net/codingwell:scala-guice", - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/constants", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/params", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models", - "follow-recommendations-service/thrift/src/main/thrift:thrift-scala", - "scribelib/marshallers/src/main/scala/com/twitter/scribelib/marshallers", - "util/util-slf4j-api/src/main/scala", - ], -) diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/logging/BUILD.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/logging/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..0aad136139194e0a432453c65d41715db9f24b43 GIT binary patch literal 36963 zcmagEWmp}_wm*z(a1HM6?hb+A?h-WU#+{7^cMInCeJ7+UHXG1j) zdow3}CU;w##w2;gRT0!LXD?XE%t9ny;wV^UJN7j83~_i8)#*1p+DptQau5%96MSLn zGfE*aOmP{hcRoa`b%I^qO;oz#5-0ll8JhWIkj38l>v>G4=G=RdailVf(z}FngD^EM z8Q$-wxxiU=Yx?;N(Sy&#a&!Wcv>w2ssVieN(20kF;Zy|2phK(kXSj1a$nDisjz*|= z=|As{DY?E(__~oji2F%qy(}?NX=GZbBeePRd<`=?SC{%?)DS=5RO>oPU+-w4?ohYd 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-import com.twitter.timelines.configapi.{FeatureValue => ConfigApiFeatureValue} - -case class DebugParams( - featureOverrides: Option[Map[String, ConfigApiFeatureValue]], - debugOptions: Option[DebugOptions]) - -object DebugParams { - def fromThrift(thrift: t.DebugParams): DebugParams = DebugParams( - featureOverrides = thrift.featureOverrides.map { map => - map.mapValues(FeatureValue.fromThrift).toMap - }, - debugOptions = Some( - fromDebugParamsThrift(thrift) - ) - ) - def toOfflineThrift(model: DebugParams): offline.OfflineDebugParams = - offline.OfflineDebugParams(randomizationSeed = model.debugOptions.flatMap(_.randomizationSeed)) -} - -trait HasFrsDebugParams { - def frsDebugParams: Option[DebugParams] -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/DisplayContext.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/DisplayContext.docx new file mode 100644 index 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Z#=SeVwh#bT(Auh!g17?9gK>53>VJ3gh2#JL literal 0 HcmV?d00001 diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/DisplayContext.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/DisplayContext.scala deleted file mode 100644 index 59f0adfd7..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/DisplayContext.scala +++ /dev/null @@ -1,113 +0,0 @@ -package com.twitter.follow_recommendations.models - -import com.twitter.follow_recommendations.common.models.FlowContext -import com.twitter.follow_recommendations.common.models.RecentlyEngagedUserId -import com.twitter.follow_recommendations.logging.thriftscala.OfflineDisplayContext -import com.twitter.follow_recommendations.logging.{thriftscala => offline} -import com.twitter.follow_recommendations.{thriftscala => t} -import scala.reflect.ClassTag -import scala.reflect.classTag - -trait DisplayContext { - def toOfflineThrift: offline.OfflineDisplayContext -} - -object DisplayContext { - case class Profile(profileId: Long) extends DisplayContext { - override val toOfflineThrift: OfflineDisplayContext = - offline.OfflineDisplayContext.Profile(offline.OfflineProfile(profileId)) - } - case class Search(searchQuery: String) extends DisplayContext { - override val toOfflineThrift: OfflineDisplayContext = - offline.OfflineDisplayContext.Search(offline.OfflineSearch(searchQuery)) - } - case class Rux(focalAuthorId: Long) extends DisplayContext { - override val toOfflineThrift: OfflineDisplayContext = - offline.OfflineDisplayContext.Rux(offline.OfflineRux(focalAuthorId)) - } - - case class Topic(topicId: Long) extends DisplayContext { - override val toOfflineThrift: OfflineDisplayContext = - offline.OfflineDisplayContext.Topic(offline.OfflineTopic(topicId)) - } - - case class ReactiveFollow(followedUserIds: Seq[Long]) extends DisplayContext { - override val toOfflineThrift: OfflineDisplayContext = - offline.OfflineDisplayContext.ReactiveFollow(offline.OfflineReactiveFollow(followedUserIds)) - } - - case class NuxInterests(flowContext: Option[FlowContext], uttInterestIds: Option[Seq[Long]]) - extends DisplayContext { - override val toOfflineThrift: OfflineDisplayContext = - offline.OfflineDisplayContext.NuxInterests( - offline.OfflineNuxInterests(flowContext.map(_.toOfflineThrift))) - } - - case class PostNuxFollowTask(flowContext: Option[FlowContext]) extends DisplayContext { - override val toOfflineThrift: OfflineDisplayContext = - offline.OfflineDisplayContext.PostNuxFollowTask( - offline.OfflinePostNuxFollowTask(flowContext.map(_.toOfflineThrift))) - } - - case class AdCampaignTarget(similarToUserIds: Seq[Long]) extends DisplayContext { - override val toOfflineThrift: OfflineDisplayContext = - offline.OfflineDisplayContext.AdCampaignTarget( - offline.OfflineAdCampaignTarget(similarToUserIds)) - } - - case class ConnectTab( - byfSeedUserIds: Seq[Long], - similarToUserIds: Seq[Long], - engagedUserIds: Seq[RecentlyEngagedUserId]) - extends DisplayContext { - override val toOfflineThrift: OfflineDisplayContext = - offline.OfflineDisplayContext.ConnectTab( - offline.OfflineConnectTab( - byfSeedUserIds, - similarToUserIds, - engagedUserIds.map(user => user.toOfflineThrift))) - } - - case class SimilarToUser(similarToUserId: Long) extends DisplayContext { - override val toOfflineThrift: OfflineDisplayContext = - offline.OfflineDisplayContext.SimilarToUser(offline.OfflineSimilarToUser(similarToUserId)) - } - - def fromThrift(tDisplayContext: t.DisplayContext): DisplayContext = tDisplayContext match { - case t.DisplayContext.Profile(p) => Profile(p.profileId) - case t.DisplayContext.Search(s) => Search(s.searchQuery) - case t.DisplayContext.Rux(r) => Rux(r.focalAuthorId) - case t.DisplayContext.Topic(t) => Topic(t.topicId) - case t.DisplayContext.ReactiveFollow(f) => ReactiveFollow(f.followedUserIds) - case t.DisplayContext.NuxInterests(n) => - NuxInterests(n.flowContext.map(FlowContext.fromThrift), n.uttInterestIds) - case t.DisplayContext.AdCampaignTarget(a) => - AdCampaignTarget(a.similarToUserIds) - case t.DisplayContext.ConnectTab(connect) => - ConnectTab( - connect.byfSeedUserIds, - connect.similarToUserIds, - connect.recentlyEngagedUserIds.map(RecentlyEngagedUserId.fromThrift)) - case t.DisplayContext.SimilarToUser(r) => - SimilarToUser(r.similarToUserId) - case t.DisplayContext.PostNuxFollowTask(p) => - PostNuxFollowTask(p.flowContext.map(FlowContext.fromThrift)) - case t.DisplayContext.UnknownUnionField(t) => - throw new UnknownDisplayContextException(t.field.name) - } - - def getDisplayContextAs[T <: DisplayContext: ClassTag](displayContext: DisplayContext): T = - displayContext match { - case context: T => context - case _ => - throw new UnexpectedDisplayContextTypeException( - displayContext, - classTag[T].getClass.getSimpleName) - } -} - -class UnknownDisplayContextException(name: String) - extends Exception(s"Unknown DisplayContext in Thrift: ${name}") - -class UnexpectedDisplayContextTypeException(displayContext: DisplayContext, expectedType: String) - extends Exception(s"DisplayContext ${displayContext} not of expected type ${expectedType}") diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/FeatureValue.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/FeatureValue.docx new file mode 100644 index 0000000000000000000000000000000000000000..9271998d0038104af3449abec3282c78d6c19101 GIT binary patch literal 37010 zcmagEWmp~Awl<1ua1HM6?hXNhyF+kaNN`wqa1RjN-QC?i1b3G}aQAPeyZ7GR`X*&XjE4mVE@_7{Zu6FG>7yK%lS z^=YLL7^b-Nlsg}ym0H10??x(JafuUs{dCPdGRPwDytQ1WQ*-V;$v9G(1?e5a*#Vg9 z=5+7(Q(WLIJJo%BhUmd(V%a(YiCPa}(bN?&8tBA>!Eh>qqtKyMdDGlE?c@$>Do4ZA zJM@-&qe`wXR2msJX$Ya3$%2k)K$Y=Wq&XAU7VHQ(&{vyWFa=q=lI 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com.twitter.follow_recommendations.{thriftscala => t} -import com.twitter.timelines.configapi._ - -object FeatureValue { - def fromThrift(thriftFeatureValue: t.FeatureValue): FeatureValue = thriftFeatureValue match { - case t.FeatureValue.PrimitiveValue(t.PrimitiveFeatureValue.BoolValue(bool)) => - BooleanFeatureValue(bool) - case t.FeatureValue.PrimitiveValue(t.PrimitiveFeatureValue.StrValue(string)) => - StringFeatureValue(string) - case t.FeatureValue.PrimitiveValue(t.PrimitiveFeatureValue.IntValue(int)) => - NumberFeatureValue(int) - case t.FeatureValue.PrimitiveValue(t.PrimitiveFeatureValue.LongValue(long)) => - NumberFeatureValue(long) - case t.FeatureValue.PrimitiveValue(t.PrimitiveFeatureValue.UnknownUnionField(field)) => - throw new UnknownFeatureValueException(s"Primitive: ${field.field.name}") - case t.FeatureValue.UnknownUnionField(field) => - throw new UnknownFeatureValueException(field.field.name) - } -} - -class UnknownFeatureValueException(fieldName: String) - extends Exception(s"Unknown FeatureValue name in thrift: ${fieldName}") diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/RecommendationFlowData.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/RecommendationFlowData.docx new file mode 100644 index 0000000000000000000000000000000000000000..ef08371413a73bf4785faf943208c381e9298f2a GIT binary patch literal 37734 zcmagFWmsLwwl<2pdvJGmcL)S`cMH03cM0z9?(XjHA-G$B1cJMNE8V^K?%wB|d;d%x zs>XO_jLEE8a}|m*;1C!fARsUxb7@?f)yl>3$)F%06Hp)^=)h4OF@T-3nVqwNs)xOq zlOChHtxa>XoWi;=%9rz3%oHX;VlOdd%!)mGYJ2*4T=Ck>TW+ltrc+t4$NMSXaJ4zb zP$1C;Xf`wtIy0$Fu z53`)0%=>kNyas3?=c0MqfytVWATd;V>RQq(F z4<-~{U#I-sNFT-gC30R@7%A1Wtux^|0=Uz{4KLIrzZfh2WY|1zr57)cHu^6e(ZCDv!9lPnWoX0Cj-ykk`W{((|Dah)Z@kg7*Askc$u{d(whu3^{!e#ea0s zgHlHL0oc7QFc1)U;7hy1pCsa z&PwcjrApR%x|PKBG_m>#kIwf^%$G6?@mAOm-{uhX)c>O4K`p>V7mfH z+*S92wQMpXZ^@8^%_#3V&DDto>9){^b!ZyT=0s{l#SLg}rI5;k%M(#=;GL;8TznYj 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candidatesFromCandidateSources: Seq[CandidateUser], - mergedCandidates: Seq[CandidateUser], - filteredCandidates: Seq[CandidateUser], - rankedCandidates: Seq[CandidateUser], - transformedCandidates: Seq[CandidateUser], - truncatedCandidates: Seq[CandidateUser], - results: Seq[CandidateUser]) - extends HasMarshalling { - - import RecommendationFlowData._ - - lazy val toRecommendationFlowLogOfflineThrift: offline.RecommendationFlowLog = { - val userMetadata = userToOfflineRecommendationFlowUserMetadata(request) - val signals = userToOfflineRecommendationFlowSignals(request) - val filteredCandidateSourceCandidates = - candidatesToOfflineRecommendationFlowCandidateSourceCandidates( - candidateSources, - filteredCandidates - ) - val rankedCandidateSourceCandidates = - candidatesToOfflineRecommendationFlowCandidateSourceCandidates( - candidateSources, - rankedCandidates - ) - val truncatedCandidateSourceCandidates = - candidatesToOfflineRecommendationFlowCandidateSourceCandidates( - candidateSources, - truncatedCandidates - ) - - offline.RecommendationFlowLog( - ClientContextConverter.toFRSOfflineClientContextThrift(request.clientContext), - userMetadata, - signals, - Time.now.inMillis, - recommendationFlowIdentifier.name, - Some(filteredCandidateSourceCandidates), - Some(rankedCandidateSourceCandidates), - Some(truncatedCandidateSourceCandidates) - ) - } -} - -object RecommendationFlowData { - def userToOfflineRecommendationFlowUserMetadata[Target <: HasClientContext]( - request: Target - ): Option[offline.OfflineRecommendationFlowUserMetadata] = { - val userSignupAge = UserSignupUtil.userSignupAge(request).map(_.inDays) - val userState = request match { - case req: HasUserState => req.userState.map(_.name) - case _ => None - } - Some(offline.OfflineRecommendationFlowUserMetadata(userSignupAge, userState)) - } - - def userToOfflineRecommendationFlowSignals[Target <: HasClientContext]( - request: Target - ): Option[offline.OfflineRecommendationFlowSignals] = { - val countryCode = request.getCountryCode - Some(offline.OfflineRecommendationFlowSignals(countryCode)) - } - - def candidatesToOfflineRecommendationFlowCandidateSourceCandidates[Target <: HasClientContext]( - candidateSources: Seq[CandidateSource[Target, CandidateUser]], - candidates: Seq[CandidateUser], - ): Seq[offline.OfflineRecommendationFlowCandidateSourceCandidates] = { - val candidatesGroupedByCandidateSources = - candidates.groupBy( - _.getPrimaryCandidateSource.getOrElse(CandidateSourceIdentifier("NoCandidateSource"))) - - candidateSources.map(candidateSource => { - val candidates = - candidatesGroupedByCandidateSources.get(candidateSource.identifier).toSeq.flatten - val candidateUserIds = candidates.map(_.id) - val candidateUserScores = candidates.map(_.score).exists(_.nonEmpty) match { - case true => Some(candidates.map(_.score.getOrElse(-1.0))) - case false => None - } - offline.OfflineRecommendationFlowCandidateSourceCandidates( - candidateSource.identifier.name, - candidateUserIds, - candidateUserScores - ) - }) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/RecommendationRequest.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/RecommendationRequest.docx new file mode 100644 index 0000000000000000000000000000000000000000..5f2624729e9636463aea218c147784bf4f9349d3 GIT binary patch literal 37079 zcmagEWmufawl<8rdvFQv?k<7g?h-U;Bf+8Z;2t2jySuwP1b2r7g1f)X%m-~OGy?I3JVMj3=VAiJGWN3N`7ntI2hOn3>X+Ds8v@SVE4t$?u((C zySZuV>yWX+cCaS z^=YMG7^c{?zoj+_fC06Lao8$yhR(1?e54*?yR+ zrZlg2lU(2|J5{}Wh8RJoVp%%=30n7HQPkzp8W}LiPCQ)S8$bl0{n)kbVsahTWIu$dDUP^O)mg`|3feseSO-#7&HRMS(0sMy&pKMsp#R*a zqaCH@ZFv|VjqhoCUOjkw7Sm;M0x0)v7a729}o*m-$@8{KP?ol?Fopz5tdfPo=`{u(-(**GyXy*)`qWPW*Ne)pK+BK+4iRx*QeX#^E?DkpSC-J%!s#YHINdQZpHIytSfnqo3D7jwp7YOM=+@exJ+EsuT!l-7 zZ}TH_Q`-*Iwn+)Ura%!fqq^lX*B}+5U&rj%rL8@g7OfDIFr>4UMkxv`jz_;j{6eGY 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com.twitter.follow_recommendations.common.models.DisplayLocation -import com.twitter.follow_recommendations.logging.{thriftscala => offline} -import com.twitter.product_mixer.core.model.marshalling.request.ClientContext - -case class RecommendationRequest( - clientContext: ClientContext, - displayLocation: DisplayLocation, - displayContext: Option[DisplayContext], - maxResults: Option[Int], - cursor: Option[String], - excludedIds: Option[Seq[Long]], - fetchPromotedContent: Option[Boolean], - debugParams: Option[DebugParams] = None, - userLocationState: Option[String] = None, - isSoftUser: Boolean = false) { - def toOfflineThrift: offline.OfflineRecommendationRequest = offline.OfflineRecommendationRequest( - ClientContextConverter.toFRSOfflineClientContextThrift(clientContext), - displayLocation.toOfflineThrift, - displayContext.map(_.toOfflineThrift), - maxResults, - cursor, - excludedIds, - fetchPromotedContent, - debugParams.map(DebugParams.toOfflineThrift) - ) -} diff --git 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com.twitter.product_mixer.core.model.marshalling.request.ProductContext -import com.twitter.product_mixer.core.model.marshalling.request.{Request => ProductMixerRequest} - -case class Request( - override val maxResults: Option[Int], - override val debugParams: Option[request.DebugParams], - override val productContext: Option[ProductContext], - override val product: request.Product, - override val clientContext: ClientContext, - override val serializedRequestCursor: Option[String], - override val frsDebugParams: Option[DebugParams], - displayLocation: DisplayLocation, - excludedIds: Option[Seq[Long]], - fetchPromotedContent: Option[Boolean], - userLocationState: Option[String] = None) - extends ProductMixerRequest - with HasFrsDebugParams {} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/ScoringUserRequest.docx 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+++ /dev/null @@ -1,45 +0,0 @@ -package com.twitter.follow_recommendations.models - -import com.twitter.follow_recommendations.common.feature_hydration.common.HasPreFetchedFeature -import com.twitter.follow_recommendations.common.models._ -import com.twitter.follow_recommendations.logging.{thriftscala => offline} -import com.twitter.product_mixer.core.model.marshalling.request.ClientContext -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import com.twitter.timelines.configapi.HasParams -import com.twitter.timelines.configapi.Params - -case class ScoringUserRequest( - override val clientContext: ClientContext, - override val displayLocation: DisplayLocation, - override val params: Params, - override val debugOptions: Option[DebugOptions] = None, - override val recentFollowedUserIds: Option[Seq[Long]], - override val recentFollowedByUserIds: Option[Seq[Long]], - override val wtfImpressions: Option[Seq[WtfImpression]], - override val similarToUserIds: Seq[Long], - candidates: Seq[CandidateUser], - debugParams: Option[DebugParams] = None, - isSoftUser: Boolean = false) - extends HasClientContext - with HasDisplayLocation - with HasParams - with HasDebugOptions - with HasPreFetchedFeature - with HasSimilarToContext { - def toOfflineThrift: offline.OfflineScoringUserRequest = offline.OfflineScoringUserRequest( - ClientContextConverter.toFRSOfflineClientContextThrift(clientContext), - displayLocation.toOfflineThrift, - candidates.map(_.toOfflineUserThrift) - ) - def toRecommendationRequest: RecommendationRequest = RecommendationRequest( - clientContext = clientContext, - displayLocation = displayLocation, - displayContext = None, - maxResults = None, - cursor = None, - excludedIds = None, - fetchPromotedContent = None, - debugParams = debugParams, - isSoftUser = isSoftUser - ) -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/ScoringUserResponse.docx 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Seq[CandidateUser]) { - lazy val toThrift: t.ScoringUserResponse = - t.ScoringUserResponse(candidates.map(_.toUserThrift)) - - lazy val toRecommendationResponse: RecommendationResponse = RecommendationResponse(candidates) - - lazy val toOfflineThrift: offline.OfflineScoringUserResponse = - offline.OfflineScoringUserResponse(candidates.map(_.toOfflineUserThrift)) -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/failures/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/failures/BUILD deleted file mode 100644 index 4874d636e..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/failures/BUILD +++ /dev/null @@ -1,8 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - 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com.twitter.finagle.ThriftMux -import com.twitter.finagle.mtls.authentication.ServiceIdentifier -import com.twitter.finagle.mtls.client.MtlsStackClient.MtlsThriftMuxClientSyntax -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.finagle.thrift.ClientId -import com.twitter.finatra.annotations.DarkTrafficService -import com.twitter.follow_recommendations.configapi.deciders.DeciderKey -import com.twitter.follow_recommendations.thriftscala.FollowRecommendationsThriftService -import com.twitter.inject.TwitterModule -import com.twitter.inject.thrift.filters.DarkTrafficFilter -import com.twitter.servo.decider.DeciderGateBuilder - -object DiffyModule extends TwitterModule { - // diffy.dest is defined in the Follow Recommendations Service aurora file - // and points to the Dark Traffic Proxy server - private val destFlag = - flag[String]("diffy.dest", "/$/nil", "Resolvable name of diffy-service or proxy") - - @Provides - @Singleton - @DarkTrafficService - def provideDarkTrafficService( - serviceIdentifier: ServiceIdentifier - ): FollowRecommendationsThriftService.ReqRepServicePerEndpoint = { - ThriftMux.client - .withClientId(ClientId("follow_recos_service_darktraffic_proxy_client")) - .withMutualTls(serviceIdentifier) - .servicePerEndpoint[FollowRecommendationsThriftService.ReqRepServicePerEndpoint]( - dest = destFlag(), - label = "darktrafficproxy" - ) - } - - @Provides - @Singleton - def provideDarkTrafficFilter( - @DarkTrafficService darkService: FollowRecommendationsThriftService.ReqRepServicePerEndpoint, - deciderGateBuilder: DeciderGateBuilder, - statsReceiver: StatsReceiver, - @Flag("environment") env: String - ): DarkTrafficFilter[FollowRecommendationsThriftService.ReqRepServicePerEndpoint] = { - // sampleFunction is used to determine which requests should get replicated - // to the dark traffic proxy server - val sampleFunction: Any => Boolean = { _ => - // check whether the current FRS instance is deployed in production - env match { - case "prod" => - statsReceiver.scope("provideDarkTrafficFilter").counter("prod").incr() - destFlag.isDefined && deciderGateBuilder - .keyToFeature(DeciderKey.EnableTrafficDarkReading).isAvailable(RandomRecipient) - case _ => - statsReceiver.scope("provideDarkTrafficFilter").counter("devel").incr() - // replicate zero requests if in non-production environment - false - } - } - new DarkTrafficFilter[FollowRecommendationsThriftService.ReqRepServicePerEndpoint]( - darkService, - sampleFunction, - forwardAfterService = true, - statsReceiver.scope("DarkTrafficFilter"), - lookupByMethod = true - ) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/modules/FeatureSwitchesModule.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/modules/FeatureSwitchesModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..6530806410c58f9951d6f5ab0c17b1e0c21aa28c GIT binary 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com.twitter.follow_recommendations.modules -import com.twitter.inject.TwitterModule - -object FlagsModule extends TwitterModule { - flag[Boolean]( - name = "fetch_prod_promoted_accounts", - help = "Whether or not to fetch production promoted accounts (true / false)" - ) - flag[Boolean]( - name = "interests_opt_out_prod_enabled", - help = "Whether to fetch intersts opt out data from the prod strato column or not" - ) - flag[Boolean]( - name = "log_results", - default = false, - help = "Whether to log results such that we use them for scoring or metrics" - ) -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/modules/ProductRegistryModule.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/modules/ProductRegistryModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..32a3f4729bf297cfd4a42b934e2a1b4410f8d495 GIT binary patch literal 36834 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-import com.twitter.follow_recommendations.common.base.IdentityTransform -import com.twitter.follow_recommendations.common.base.Transform -import com.twitter.follow_recommendations.common.models.DisplayLocation -import com.twitter.follow_recommendations.common.models.Recommendation -import com.twitter.follow_recommendations.flows.post_nux_ml.PostNuxMlFlow -import com.twitter.follow_recommendations.flows.post_nux_ml.PostNuxMlRequestBuilder -import com.twitter.follow_recommendations.products.common.Product -import com.twitter.follow_recommendations.products.common.ProductRequest -import com.twitter.follow_recommendations.products.explore_tab.configapi.ExploreTabParams -import com.twitter.stitch.Stitch -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class ExploreTabProduct @Inject() ( - postNuxMlFlow: PostNuxMlFlow, - postNuxMlRequestBuilder: PostNuxMlRequestBuilder) - extends Product { - override val name: String = "Explore Tab" - - override val identifier: String = "explore-tab" - - override val displayLocation: DisplayLocation = DisplayLocation.ExploreTab - - override def selectWorkflows( - request: ProductRequest - ): Stitch[Seq[BaseRecommendationFlow[ProductRequest, _ <: Recommendation]]] = { - postNuxMlRequestBuilder.build(request).map { postNuxMlRequest => - Seq(postNuxMlFlow.mapKey({ _: ProductRequest => postNuxMlRequest })) - } - } - - override val blender: Transform[ProductRequest, Recommendation] = - new IdentityTransform[ProductRequest, Recommendation] - - override def resultsTransformer( - request: ProductRequest - ): Stitch[Transform[ProductRequest, Recommendation]] = - Stitch.value(new IdentityTransform[ProductRequest, Recommendation]) - - override def enabled(request: ProductRequest): Stitch[Boolean] = { - // Ideally we should hook up is_soft_user as custom FS field and disable the product through FS - val enabledForUserType = !request.recommendationRequest.isSoftUser || request.params( - ExploreTabParams.EnableProductForSoftUser) - Stitch.value(request.params(ExploreTabParams.EnableProduct) && enabledForUserType) - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/explore_tab/configapi/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/explore_tab/configapi/BUILD deleted file mode 100644 index 3bb732e35..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/explore_tab/configapi/BUILD +++ /dev/null @@ -1,9 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "configapi/configapi-core", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common", - ], -) diff --git 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline/HomeTimelineProduct.scala +++ /dev/null @@ -1,114 +0,0 @@ -package com.twitter.follow_recommendations.products.home_timeline - -import com.twitter.follow_recommendations.assembler.models.ActionConfig -import com.twitter.follow_recommendations.assembler.models.FollowedByUsersProof -import com.twitter.follow_recommendations.assembler.models.FooterConfig -import com.twitter.follow_recommendations.assembler.models.GeoContextProof -import com.twitter.follow_recommendations.assembler.models.HeaderConfig -import com.twitter.follow_recommendations.assembler.models.Layout -import com.twitter.follow_recommendations.assembler.models.TitleConfig -import com.twitter.follow_recommendations.assembler.models.UserListLayout -import com.twitter.follow_recommendations.assembler.models.UserListOptions -import com.twitter.follow_recommendations.common.base.BaseRecommendationFlow -import com.twitter.follow_recommendations.common.base.IdentityTransform -import com.twitter.follow_recommendations.common.base.Transform -import com.twitter.follow_recommendations.flows.ads.PromotedAccountsFlow -import com.twitter.follow_recommendations.flows.ads.PromotedAccountsFlowRequest -import com.twitter.follow_recommendations.blenders.PromotedAccountsBlender -import com.twitter.follow_recommendations.common.models.DisplayLocation -import com.twitter.follow_recommendations.common.models.Recommendation -import com.twitter.follow_recommendations.flows.post_nux_ml.PostNuxMlFlow -import com.twitter.follow_recommendations.flows.post_nux_ml.PostNuxMlRequestBuilder -import com.twitter.follow_recommendations.products.common.Product -import com.twitter.follow_recommendations.products.common.ProductRequest -import com.twitter.follow_recommendations.products.home_timeline.configapi.HomeTimelineParams._ -import com.twitter.inject.Injector -import com.twitter.product_mixer.core.model.marshalling.request -import com.twitter.product_mixer.core.product.guice.ProductScope -import com.twitter.stitch.Stitch -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class HomeTimelineProduct @Inject() ( - postNuxMlFlow: PostNuxMlFlow, - postNuxMlRequestBuilder: PostNuxMlRequestBuilder, - promotedAccountsFlow: PromotedAccountsFlow, - promotedAccountsBlender: PromotedAccountsBlender, - productScope: ProductScope, - injector: Injector, -) extends Product { - - override val name: String = "Home Timeline" - - override val identifier: String = "home-timeline" - - override val displayLocation: DisplayLocation = DisplayLocation.HomeTimeline - - override def selectWorkflows( - request: ProductRequest - ): Stitch[Seq[BaseRecommendationFlow[ProductRequest, _ <: Recommendation]]] = { - postNuxMlRequestBuilder.build(request).map { postNuxMlRequest => - Seq( - postNuxMlFlow.mapKey({ request: ProductRequest => postNuxMlRequest }), - promotedAccountsFlow.mapKey(mkPromotedAccountsRequest)) - } - } - - override val blender: Transform[ProductRequest, Recommendation] = { - promotedAccountsBlender.mapTarget[ProductRequest](getMaxResults) - } - - private val identityTransform = new IdentityTransform[ProductRequest, Recommendation] - - override def resultsTransformer( - request: ProductRequest - ): Stitch[Transform[ProductRequest, Recommendation]] = Stitch.value(identityTransform) - - override def enabled(request: ProductRequest): Stitch[Boolean] = - Stitch.value(request.params(EnableProduct)) - - override def layout: Option[Layout] = { - productMixerProduct.map { product => - val homeTimelineStrings = productScope.let(product) { - injector.instance[HomeTimelineStrings] - } - UserListLayout( - header = Some(HeaderConfig(TitleConfig(homeTimelineStrings.whoToFollowModuleTitle))), - userListOptions = UserListOptions(userBioEnabled = true, userBioTruncated = true, None), - socialProofs = Some( - Seq( - FollowedByUsersProof( - homeTimelineStrings.whoToFollowFollowedByManyUserSingleString, - homeTimelineStrings.whoToFollowFollowedByManyUserDoubleString, - homeTimelineStrings.whoToFollowFollowedByManyUserMultipleString - ), - GeoContextProof(homeTimelineStrings.whoToFollowPopularInCountryKey) - )), - footer = Some( - FooterConfig( - Some(ActionConfig(homeTimelineStrings.whoToFollowModuleFooter, "http://twitter.com")))) - ) - } - } - - override def productMixerProduct: Option[request.Product] = Some(HTLProductMixer) - - private[home_timeline] def mkPromotedAccountsRequest( - req: ProductRequest - ): PromotedAccountsFlowRequest = { - PromotedAccountsFlowRequest( - req.recommendationRequest.clientContext, - req.params, - req.recommendationRequest.displayLocation, - None, - req.recommendationRequest.excludedIds.getOrElse(Nil) - ) - } - - private[home_timeline] def getMaxResults(req: ProductRequest): Int = { - req.recommendationRequest.maxResults.getOrElse( - req.params(DefaultMaxResults) - ) - } -} diff --git 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HcmV?d00001 diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline/HomeTimelineStrings.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline/HomeTimelineStrings.scala deleted file mode 100644 index 75819555e..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline/HomeTimelineStrings.scala +++ /dev/null @@ -1,26 +0,0 @@ -package com.twitter.follow_recommendations.products.home_timeline - -import com.twitter.product_mixer.core.product.guice.scope.ProductScoped -import com.twitter.stringcenter.client.ExternalStringRegistry -import com.twitter.stringcenter.client.core.ExternalString -import javax.inject.Inject -import javax.inject.Provider -import javax.inject.Singleton - -@Singleton -class HomeTimelineStrings @Inject() ( - @ProductScoped externalStringRegistryProvider: Provider[ExternalStringRegistry]) { - private val externalStringRegistry = externalStringRegistryProvider.get() - val whoToFollowFollowedByManyUserSingleString: ExternalString = - externalStringRegistry.createProdString("WtfRecommendationContext.followedByManyUserSingle") - val whoToFollowFollowedByManyUserDoubleString: ExternalString = - externalStringRegistry.createProdString("WtfRecommendationContext.followedByManyUserDouble") - val whoToFollowFollowedByManyUserMultipleString: ExternalString = - externalStringRegistry.createProdString("WtfRecommendationContext.followedByManyUserMultiple") - val whoToFollowPopularInCountryKey: ExternalString = - externalStringRegistry.createProdString("WtfRecommendationContext.popularInCountry") - val whoToFollowModuleTitle: ExternalString = - externalStringRegistry.createProdString("WhoToFollowModule.title") - val whoToFollowModuleFooter: ExternalString = - externalStringRegistry.createProdString("WhoToFollowModule.pivot") -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline/configapi/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline/configapi/BUILD deleted file mode 100644 index 3bb732e35..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline/configapi/BUILD +++ /dev/null @@ -1,9 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "configapi/configapi-core", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/common", - ], -) diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline/configapi/BUILD.docx 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline_tweet_recs/HomeTimelineTweetRecsProduct.scala +++ /dev/null @@ -1,50 +0,0 @@ -package com.twitter.follow_recommendations.products.home_timeline_tweet_recs - -import com.twitter.follow_recommendations.common.base.BaseRecommendationFlow -import com.twitter.follow_recommendations.common.base.IdentityTransform -import com.twitter.follow_recommendations.common.base.Transform -import com.twitter.follow_recommendations.common.models.DisplayLocation -import com.twitter.follow_recommendations.common.models.Recommendation -import com.twitter.follow_recommendations.flows.content_recommender_flow.ContentRecommenderFlow -import com.twitter.follow_recommendations.flows.content_recommender_flow.ContentRecommenderRequestBuilder -import com.twitter.follow_recommendations.products.common.Product -import com.twitter.follow_recommendations.products.common.ProductRequest -import com.twitter.follow_recommendations.products.home_timeline_tweet_recs.configapi.HomeTimelineTweetRecsParams._ -import com.twitter.stitch.Stitch -import javax.inject.Inject -import javax.inject.Singleton - -/* - * This "DisplayLocation" is used to generate user recommendations using the ContentRecommenderFlow. These recommendations are later used downstream - * to generate recommended tweets on Home Timeline. - */ -@Singleton -class HomeTimelineTweetRecsProduct @Inject() ( - contentRecommenderFlow: ContentRecommenderFlow, - contentRecommenderRequestBuilder: ContentRecommenderRequestBuilder) - extends Product { - override val name: String = "Home Timeline Tweet Recs" - - override val identifier: String = "home-timeline-tweet-recs" - - override val displayLocation: DisplayLocation = DisplayLocation.HomeTimelineTweetRecs - - override def selectWorkflows( - request: ProductRequest - ): Stitch[Seq[BaseRecommendationFlow[ProductRequest, _ <: Recommendation]]] = { - contentRecommenderRequestBuilder.build(request).map { contentRecommenderRequest => - Seq(contentRecommenderFlow.mapKey({ request: ProductRequest => contentRecommenderRequest })) - } - } - - override val blender: Transform[ProductRequest, Recommendation] = - new IdentityTransform[ProductRequest, Recommendation] - - override def resultsTransformer( - request: ProductRequest - ): Stitch[Transform[ProductRequest, Recommendation]] = - Stitch.value(new IdentityTransform[ProductRequest, Recommendation]) - - override def enabled(request: ProductRequest): Stitch[Boolean] = - Stitch.value(request.params(EnableProduct)) -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline_tweet_recs/configapi/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline_tweet_recs/configapi/BUILD deleted file mode 100644 index 9be8d9647..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline_tweet_recs/configapi/BUILD +++ /dev/null @@ -1,10 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "configapi/configapi-core", - "configapi/configapi-decider", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/common", - ], -) diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline_tweet_recs/configapi/BUILD.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline_tweet_recs/configapi/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..fb688c4910641b55d682c41a6d060ae5a0a95eb5 GIT binary patch literal 36819 zcmagFWmsIvwm*z(a1HM6?hb+A?ruRF2@Z`1_u%gC?(P0=A1Kg?!E8( zW%E!~>nCgNT~)oiT1gfX3KI+r3=V8Ig1`G@X)T%2Eu>Wjs|JhK@ z!@=BHpUK_MwlPs&aa9EM%h?N760;DAmpBSm*^UE^14A61M0NTNkMYWeKYMo%0cN3MaxWtLReuic~8Dz0{{(2tMsRj3*WE`o?qVz7|+#pO% zONRIRX)bV<-I{(rL-gP?u^gR%M6Cy~XzI!s4Rqq6U^o@QG3e0h{2A`t4sr)Im7@{r zUHVUZV@j?s6TWU_58{53SuaaWR2rE!=?HE9JSkyD=ju{lj2hwxoNHYt>Fb>=)g9|r zdkc}>hY$g%-+$QkFu9FuvLC_Jl}28x>TIA}2md$$*aT74%pO8!X};O>=NzwU(0}UC z(T-O0u{sKr#`C-rN6t9z381B}C)NK7lg8E&Q|TRa*ME0MTNpzj^sp3aa5pzAZ#SXt zH-hqoQ(d@LrCl^8X_TFp`_1u4oXqDYCrEdhS3<$3L&8vy#$RN>>;3}yY2O%n1^51) zf7PAzb7#?>%W6QLsT@NRt?o-AVF6lqobi*_BVuv+dkLZ5=f&dnJ>juCvb-luc>^$| ze^k+fN>=0^RJ{!dFfc^WUqdHzTW4mb-`C3c$&Zk%sD5Wck|UJG_D$*%1rWeI&P>|UaSvt3h*h4g&W3TCW0JO#)yju_YCG6&PqWwEUp z*lmyPN}qJgFPIJk#T8Wz+$pYMCOgmvcq|(Pif3AOKkPG7kWXrQPFc8Y1S`L49XEkF%FlmVBmTJrT-y?+|LTAZ5~7 z_2m{q`N#+AI63CNOp#``s1)TMim9T>FMrVxiKl5JMiR%OOI}~ts5#>}Bw-ybyt?(0PC&$fcS4jQxcg-R1kdxl$&YYA~ zhy>)qt?9aM00s(chv(*Y))<{B{e(Z8wXoMfh^P?BMW6S=7euS6NUyp6H?UKZjeviYnvA2P}xrh_B<-#Ah_mjgftf zgKA~n0s1_IV)1@qz6s;6=YMJ#ds-B=fNfCtq>eTIkT;^_xQ@_R9X`CjI(b0m3{?hQ zils4#rtfGtJytmn!wCO5Ra2>I%!{nvWa5Gd*1=hke){tYvdBh*S5doygZH;*a}mj3 zuC@0A=ZQ*(S{!q|kSR1DwRF~HR?Zk~4um6woO;Nh1)p7t|qFusad5iGZ% zQTR;F2uaqC*OY(UVX7b%tQw-GNFsbPA;zaSr9IU=I1pdd(O1xo!pi2vLvy9v4hFV@ z?*XWxzuE}mDt&O(*&)9Bg!h8VbYaJOu=U^~h zP86Ed+@#;r9$1wTE>!%`*^$ot%uI9+pZ;)#|2BW~i};^62G7URfKAZD zx{UDW1M3EGGGhikwJvs`#p(B*(W$WsSS3LPZWNFQy zg~JVTF~UGm7(6bX^+YGw=_GQEKN|tp*4;J<9UL4V^7nhwtosW_U@o*d;7Ul?Eb}H{ z47=Cf6$kccF*r>W<}4eDPi{Hg?&rxk%V=<7ae+Y@f0v45sHjk<75k#rFtlG`At6hS z=p|(qWv0v`rcCYa~tDK)w0f^ zxO5ZMqW+kmU;!;`pGr!2ss4sR1Wcbb;-zhmS1%V`7D4mjA|Cg*UtlP?+09a%fK=fa z+z+r7p@D~t$hqg`(~Jo(lZzcpoKK^SG29w!kS#e#p*z zAHZwi&@`t7*x+lu(P^9a;mwQS;Y7e7DdFH$tG41n+;WBvaV*18X;tlDnM)%<>&iuF1R_Bv>PPVlB zw6Nz|@zbrz za%+wbU&yy)rrB`6r&MO^T2a^tjLRlejOV!+R8G88BneJuB8sAlo2|%sGe+>4qx0^Y zib-@J9ZtAk3#_fHYbRA|tlNmyKcrHzT>}p z$K{hvZ8tl4tGckkk4xY1F@Pr$0tIt6Sjik+z!D|-xTjuPUDT$M1fH*^m#cG0Kumt- zq&D$W#lgp~^3Mpht&{_G2o#OE_9CrVRZ#_pQmXM^>bP|vv?XTZQ;b8hvp##alU+q*lY=}r#bg-Db#BO^r1o3F3lV1lXFrU?VKHaySX}S6>vKrg9STF^XaO)ON7H2E0$xz*fyewvq5apq)OH&Q934T9m!()9t z^L4;e0sgZWEQIi`P-HQ|4lkjWjqbHh%;&7?^=NG#JXia_#)t!`9sS_q+qz%qHwe)%kRH=j9td|FDY<0vn#P z2a9(lF!t)qsy$UMGbrp4uk7e<7{C!#2O0;{LnF(sG+lUc81VWK z^Y-wxcotnO+IZ2Y>-rZKHYy1 zlDxM)zIxnT{xW`i+2FBe%Uvu?T+!RpsrZFAG_vmP+Nxg1>uG*<+|w;w_{~8J(2sW4 zzI(NQJvzm+otcv3Cj5J$>X{Y&$kz0u}Q%b%?;3A$j*yT%9jWzMBz*2JNSlp z+dg}7dh9m7YhC|<`woKhHtDS%pQlQyfBvi!0z^xr#QWS1-+8`)*Pbj4^oUSv_vSyrAgvCIy{

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-import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.HasDurationConversion -import com.twitter.timelines.configapi.Param -import com.twitter.util.Duration -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class HomeTimelineFSConfig @Inject() () extends FeatureSwitchConfig { - override val booleanFSParams: Seq[Param[Boolean] with FSName] = - Seq(EnableWritingServingHistory) - - override val durationFSParams: Seq[FSBoundedParam[Duration] with HasDurationConversion] = Seq( - DurationGuardrailToForceSuggest, - SuggestBasedFatigueDuration - ) -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline/configapi/HomeTimelineParams.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline/configapi/HomeTimelineParams.docx new file mode 100644 index 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/modules/ScribeModule.scala +++ /dev/null @@ -1,95 +0,0 @@ -package com.twitter.follow_recommendations.modules - -import com.google.inject.Provides -import com.google.inject.Singleton -import com.google.inject.name.Named -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.constants.GuiceNamedConstants -import com.twitter.inject.TwitterModule -import com.twitter.logging.BareFormatter -import com.twitter.logging.HandlerFactory -import com.twitter.logging.Level -import com.twitter.logging.LoggerFactory -import com.twitter.logging.NullHandler -import com.twitter.logging.QueueingHandler -import com.twitter.logging.ScribeHandler - -object ScribeModule extends TwitterModule { - val useProdLogger = flag( - name = "scribe.use_prod_loggers", - default = false, - help = "whether to use production logging for service" - ) - - @Provides - @Singleton - @Named(GuiceNamedConstants.CLIENT_EVENT_LOGGER) - def provideClientEventsLoggerFactory(stats: StatsReceiver): LoggerFactory = { - val loggerCategory = "client_event" - val clientEventsHandler: HandlerFactory = if (useProdLogger()) { - QueueingHandler( - maxQueueSize = 10000, - handler = ScribeHandler( - category = loggerCategory, - formatter = BareFormatter, - level = Some(Level.INFO), - statsReceiver = stats.scope("client_event_scribe") - ) - ) - } else { () => NullHandler } - LoggerFactory( - node = "abdecider", - level = Some(Level.INFO), - useParents = false, - handlers = clientEventsHandler :: Nil - ) - } - - @Provides - @Singleton - @Named(GuiceNamedConstants.REQUEST_LOGGER) - def provideFollowRecommendationsLoggerFactory(stats: StatsReceiver): LoggerFactory = { - val loggerCategory = "follow_recommendations_logs" - val handlerFactory: HandlerFactory = if (useProdLogger()) { - QueueingHandler( - maxQueueSize = 10000, - handler = ScribeHandler( - category = loggerCategory, - formatter = BareFormatter, - level = Some(Level.INFO), - statsReceiver = stats.scope("follow_recommendations_logs_scribe") - ) - ) - } else { () => NullHandler } - LoggerFactory( - node = loggerCategory, - level = Some(Level.INFO), - useParents = false, - handlers = handlerFactory :: Nil - ) - } - - @Provides - @Singleton - @Named(GuiceNamedConstants.FLOW_LOGGER) - def provideFrsRecommendationFlowLoggerFactory(stats: StatsReceiver): LoggerFactory = { - val loggerCategory = "frs_recommendation_flow_logs" - val handlerFactory: HandlerFactory = if (useProdLogger()) { - QueueingHandler( - maxQueueSize = 10000, - handler = ScribeHandler( - category = loggerCategory, - formatter = BareFormatter, - level = Some(Level.INFO), - statsReceiver = stats.scope("frs_recommendation_flow_logs_scribe") - ) - ) - } else { () => NullHandler } - LoggerFactory( - node = loggerCategory, - level = Some(Level.INFO), - useParents = false, - handlers = handlerFactory :: Nil - ) - } -} diff --git 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/modules/TimerModule.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/modules/TimerModule.scala deleted file mode 100644 index 0572e43bf..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/modules/TimerModule.scala +++ /dev/null @@ -1,13 +0,0 @@ -package com.twitter.follow_recommendations.modules - -import com.google.inject.Provides -import com.google.inject.Singleton -import com.twitter.finagle.memcached.ZookeeperStateMonitor.DefaultTimer -import com.twitter.inject.TwitterModule -import com.twitter.util.Timer - -object TimerModule extends TwitterModule { - @Provides - @Singleton - def providesTimer: Timer = DefaultTimer -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/BUILD deleted file mode 100644 index 5840c0f2f..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/BUILD +++ /dev/null @@ -1,16 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/org/slf4j:slf4j-api", - "finatra/inject/inject-app/src/main/scala", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/common", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/explore_tab", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/home_timeline_tweet_recs", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/sidebar", - "product-mixer/core/src/main/scala/com/twitter/product_mixer/core/product/guice", - ], -) diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/BUILD.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..022e05d12f5b6275b67beff1cafbb3900558135c GIT binary patch literal 36913 zcmagEWmsIvwm*z(a1HM6?he7--5nYU4vh!*0Kwhe-Q7cQw*UzQcmH>0=A1Kg?!E8( zrFp1Y>nCgNUAuaBDa%1ZVS<5y!GV4I!mVAUT9l9s4hA+30|tfx8r2gAIDWKn{Ai@^ zFfn7g;|KiM;ryKeAkJ_i6H?`q9)^pM`xM&L>}VdZjvuT zV^%o~hAAO4?aq&AtzNL(x0y;$T;jyQAXBS=46?+xU?ZRD)RKE&GJ#ZPNqUcPeh8+v 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a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/common/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/common/BUILD deleted file mode 100644 index 4b32816e4..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/common/BUILD +++ /dev/null @@ -1,12 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "configapi/configapi-core", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/base", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/models", - "follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models", - "follow-recommendations-service/thrift/src/main/thrift:thrift-scala", - ], -) diff --git 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com.twitter.follow_recommendations.common.base.BaseRecommendationFlow -import com.twitter.follow_recommendations.common.base.Transform -import com.twitter.follow_recommendations.common.models.DisplayLocation -import com.twitter.follow_recommendations.common.models.Recommendation -import com.twitter.follow_recommendations.models.RecommendationRequest -import com.twitter.product_mixer.core.model.marshalling.request.{Product => ProductMixerProduct} -import com.twitter.stitch.Stitch -import com.twitter.timelines.configapi.Params - -trait Product { - - /** Each product also requires a human-readable name. - * You can change this at any time - */ - def name: String - - /** - * Every product needs a machine-friendly identifier for internal use. - * You should use the same name as the product package name. - * Except dashes are better than underscore - * - * Avoid changing this once it's in production. - */ - def identifier: String - - def displayLocation: DisplayLocation - - def selectWorkflows( - request: ProductRequest - ): Stitch[Seq[BaseRecommendationFlow[ProductRequest, _ <: Recommendation]]] - - /** - * Blender is responsible for blending together the candidates generated by different flows used - * in a product. For example, if a product uses two flows, it is blender's responsibility to - * interleave their generated candidates together and make a unified sequence of candidates. - */ - def blender: Transform[ProductRequest, Recommendation] - - /** - * It is resultsTransformer job to do any final transformations needed on the final list of - * candidates generated by a product. For example, if a final quality check on candidates needed, - * resultsTransformer will handle it. - */ - def resultsTransformer(request: ProductRequest): Stitch[Transform[ProductRequest, Recommendation]] - - def enabled(request: ProductRequest): Stitch[Boolean] - - def layout: Option[Layout] = None - - def productMixerProduct: Option[ProductMixerProduct] = None -} - -case class ProductRequest(recommendationRequest: RecommendationRequest, params: Params) diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/common/ProductRegistry.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/products/common/ProductRegistry.docx new file mode 100644 index 0000000000000000000000000000000000000000..2cdc5c3104fba30a97e5598d2b1159cce9b68b9a GIT binary patch literal 36794 zcmagFWmufawl<7wa1HM6?hb+A?ruRFcNz~6+=IKjySsL9G$=dF`mbmE~9I2FM$=&&| z`cHdfN^UO`e(q!s;{K9ZFH1~R8ksif2yFp8U&D>g)ulcgHN+1%*Sby8*E?CNJJzlC 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z{_n_thWv6C(BfeoV4(AEN@4Amy?uXNC~8ch-1QD;CI4_vIMD~G;4gUj}7^* zC(R*~B1rxBF(NGDmu{RCKx%Z40cMdu1Ab+DNm-=c@t9>8^)u_FlO&~(TCHP>bM*IF oIbpm=^`!COv7QF~(-J!w9qMXQ0W0X+s$vFN1IuGS`P;Yu1Bun4Bme*a literal 0 HcmV?d00001 diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/logging/FrsLogger.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/logging/FrsLogger.scala deleted file mode 100644 index 8b920c556..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/logging/FrsLogger.scala +++ /dev/null @@ -1,164 +0,0 @@ -package com.twitter.follow_recommendations.logging - -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.constants.GuiceNamedConstants -import com.twitter.follow_recommendations.common.models.HasIsSoftUser -import com.twitter.follow_recommendations.configapi.params.GlobalParams -import com.twitter.follow_recommendations.logging.thriftscala.RecommendationLog -import com.twitter.follow_recommendations.models.DebugParams -import com.twitter.follow_recommendations.models.RecommendationFlowData -import com.twitter.follow_recommendations.models.RecommendationRequest -import com.twitter.follow_recommendations.models.RecommendationResponse -import com.twitter.follow_recommendations.models.ScoringUserRequest -import com.twitter.follow_recommendations.models.ScoringUserResponse -import com.twitter.inject.annotations.Flag -import com.twitter.logging.LoggerFactory -import com.twitter.product_mixer.core.model.marshalling.request.ClientContext -import com.twitter.product_mixer.core.model.marshalling.request.HasClientContext -import com.twitter.scribelib.marshallers.ClientDataProvider -import com.twitter.scribelib.marshallers.ExternalRefererDataProvider -import com.twitter.scribelib.marshallers.ScribeSerialization -import com.twitter.timelines.configapi.HasParams -import com.twitter.util.Time -import javax.inject.Inject -import javax.inject.Named -import javax.inject.Singleton - -/** - * This is the standard logging class we use to log data into: - * 1) logs.follow_recommendations_logs - * - * This logger logs data for 2 endpoints: getRecommendations, scoreUserCandidates - * All data scribed via this logger have to be converted into the same thrift type: RecommendationLog - * - * 2) logs.frs_recommendation_flow_logs - * - * This logger logs recommendation flow data for getRecommendations requests - * All data scribed via this logger have to be converted into the same thrift type: FrsRecommendationFlowLog - */ -@Singleton -class FrsLogger @Inject() ( - @Named(GuiceNamedConstants.REQUEST_LOGGER) loggerFactory: LoggerFactory, - @Named(GuiceNamedConstants.FLOW_LOGGER) flowLoggerFactory: LoggerFactory, - stats: StatsReceiver, - @Flag("log_results") serviceShouldLogResults: Boolean) - extends ScribeSerialization { - private val logger = loggerFactory.apply() - private val flowLogger = flowLoggerFactory.apply() - private val logRecommendationCounter = stats.counter("scribe_recommendation") - private val logScoringCounter = stats.counter("scribe_scoring") - private val logRecommendationFlowCounter = stats.counter("scribe_recommendation_flow") - - def logRecommendationResult( - request: RecommendationRequest, - response: RecommendationResponse - ): Unit = { - if (!request.isSoftUser) { - val log = - RecommendationLog(request.toOfflineThrift, response.toOfflineThrift, Time.now.inMillis) - logRecommendationCounter.incr() - logger.info( - serializeThrift( - log, - FrsLogger.LogCategory, - FrsLogger.mkProvider(request.clientContext) - )) - } - } - - def logScoringResult(request: ScoringUserRequest, response: ScoringUserResponse): Unit = { - if (!request.isSoftUser) { - val log = - RecommendationLog( - request.toRecommendationRequest.toOfflineThrift, - response.toRecommendationResponse.toOfflineThrift, - Time.now.inMillis) - logScoringCounter.incr() - logger.info( - serializeThrift( - log, - FrsLogger.LogCategory, - FrsLogger.mkProvider(request.toRecommendationRequest.clientContext) - )) - } - } - - def logRecommendationFlowData[Target <: HasClientContext with HasIsSoftUser with HasParams]( - request: Target, - flowData: RecommendationFlowData[Target] - ): Unit = { - if (!request.isSoftUser && request.params(GlobalParams.EnableRecommendationFlowLogs)) { - val log = flowData.toRecommendationFlowLogOfflineThrift - logRecommendationFlowCounter.incr() - flowLogger.info( - serializeThrift( - log, - FrsLogger.FlowLogCategory, - FrsLogger.mkProvider(request.clientContext) - )) - } - } - - // We prefer the settings given in the user request, and if none provided we default to the - // aurora service configuration. - def shouldLog(debugParamsOpt: Option[DebugParams]): Boolean = - debugParamsOpt match { - case Some(debugParams) => - debugParams.debugOptions match { - case Some(debugOptions) => - !debugOptions.doNotLog - case None => - serviceShouldLogResults - } - case None => - serviceShouldLogResults - } - -} - -object FrsLogger { - val LogCategory = "follow_recommendations_logs" - val FlowLogCategory = "frs_recommendation_flow_logs" - - def mkProvider(clientContext: ClientContext) = new ClientDataProvider { - - /** The id of the current user. When the user is logged out, this method should return None. */ - override val userId: Option[Long] = clientContext.userId - - /** The id of the guest, which is present in logged-in or loged-out states */ - override val guestId: Option[Long] = clientContext.guestId - - /** The personalization id (pid) of the user, used to personalize Twitter services */ - override val personalizationId: Option[String] = None - - /** The id of the individual device the user is currently using. This id will be unique for different users' devices. */ - override val deviceId: Option[String] = clientContext.deviceId - - /** The OAuth application id of the application the user is currently using */ - override val clientApplicationId: Option[Long] = clientContext.appId - - /** The OAuth parent application id of the application the user is currently using */ - override val parentApplicationId: Option[Long] = None - - /** The two-letter, upper-case country code used to designate the country from which the scribe event occurred */ - override val countryCode: Option[String] = clientContext.countryCode - - /** The two-letter, lower-case language code used to designate the probably language spoken by the scribe event initiator */ - override val languageCode: Option[String] = clientContext.languageCode - - /** The user-agent header used to identify the client browser or device that the user is currently active on */ - override val userAgent: Option[String] = clientContext.userAgent - - /** Whether the user is accessing Twitter via a secured connection */ - override val isSsl: Option[Boolean] = Some(true) - - /** The referring URL to the current page for web-based clients, if applicable */ - override val referer: Option[String] = None - - /** - * The external site, partner, or email that lead to the current Twitter application. Returned value consists of a - * tuple including the encrypted referral data and the type of referral - */ - override val externalReferer: Option[ExternalRefererDataProvider] = None - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/BUILD b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/BUILD deleted file mode 100644 index 597ab76c4..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/models/BUILD +++ /dev/null @@ -1,13 +0,0 @@ -scala_library( - compiler_option_sets = ["fatal_warnings"], - platform = "java8", - tags = ["bazel-compatible"], - dependencies = [ - "configapi/configapi-core/src/main/scala/com/twitter/timelines/configapi", - "follow-recommendations-service/common/src/main/scala/com/twitter/follow_recommendations/common/feature_hydration/common", - 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BaseConfigBuilder(overrides).build("FollowRecommendationServiceDeciders") -} - -object DeciderConfigs { - val ParamsToDeciderMap = Map( - DeciderParams.EnableRecommendations -> DeciderKey.EnableRecommendations, - DeciderParams.EnableScoreUserCandidates -> DeciderKey.EnableScoreUserCandidates, - HomeTimelineTweetRecsParams.EnableProduct -> DeciderKey.EnableHomeTimelineTweetRecsProduct, - ) - - object UserOrGuestOrRequest extends RecipientBuilder { - - def apply(requestContext: BaseRequestContext): Option[Recipient] = requestContext match { - case c: WithUserId if c.userId.isDefined => - c.userId.map(SimpleRecipient) - case c: WithGuestId if c.guestId.isDefined => - c.guestId.map(GuestRecipient) - case c: WithGuestId => - RecipientBuilder.Request(c) - case _ => - throw new UndefinedUserIdNorGuestIDException(requestContext) - } - } -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/FeatureSwitchConfigs.docx 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HcmV?d00001 diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/FeatureSwitchConfigs.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/FeatureSwitchConfigs.scala deleted file mode 100644 index c7f7f6d9e..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/FeatureSwitchConfigs.scala +++ /dev/null @@ -1,138 +0,0 @@ -package com.twitter.follow_recommendations.configapi - -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.candidate_sources.base.SocialProofEnforcedCandidateSourceFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.crowd_search_accounts.CrowdSearchAccountsFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.geo.PopGeoQualityFollowSourceFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.top_organic_follows_accounts.TopOrganicFollowsAccountsFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.geo.PopGeoSourceFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.ppmi_locale_follow.PPMILocaleFollowSourceFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.real_graph.RealGraphOonFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.recent_engagement.RepeatedProfileVisitsFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.sims.SimsSourceFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.sims_expansion.RecentEngagementSimilarUsersFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.sims_expansion.SimsExpansionFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.socialgraph.RecentFollowingRecentFollowingExpansionSourceFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.stp.OfflineStpSourceFsConfig -import com.twitter.follow_recommendations.common.candidate_sources.stp.OnlineSTPSourceFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.triangular_loops.TriangularLoopsFSConfig -import com.twitter.follow_recommendations.common.candidate_sources.user_user_graph.UserUserGraphFSConfig -import com.twitter.follow_recommendations.common.feature_hydration.sources.FeatureHydrationSourcesFSConfig -import com.twitter.follow_recommendations.common.rankers.weighted_candidate_source_ranker.WeightedCandidateSourceRankerFSConfig -import com.twitter.follow_recommendations.configapi.common.FeatureSwitchConfig -import com.twitter.follow_recommendations.flows.content_recommender_flow.ContentRecommenderFlowFSConfig -import com.twitter.follow_recommendations.common.predicates.gizmoduck.GizmoduckPredicateFSConfig -import com.twitter.follow_recommendations.common.predicates.hss.HssPredicateFSConfig -import com.twitter.follow_recommendations.common.predicates.sgs.SgsPredicateFSConfig -import com.twitter.follow_recommendations.flows.post_nux_ml.PostNuxMlFlowFSConfig -import com.twitter.logging.Logger -import com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil - -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class FeatureSwitchConfigs @Inject() ( - globalFeatureSwitchConfig: GlobalFeatureSwitchConfig, - featureHydrationSourcesFSConfig: FeatureHydrationSourcesFSConfig, - weightedCandidateSourceRankerFSConfig: WeightedCandidateSourceRankerFSConfig, - // Flow related config - contentRecommenderFlowFSConfig: ContentRecommenderFlowFSConfig, - postNuxMlFlowFSConfig: PostNuxMlFlowFSConfig, - // Candidate source related config - crowdSearchAccountsFSConfig: CrowdSearchAccountsFSConfig, - offlineStpSourceFsConfig: OfflineStpSourceFsConfig, - onlineSTPSourceFSConfig: OnlineSTPSourceFSConfig, - popGeoSourceFSConfig: PopGeoSourceFSConfig, - popGeoQualityFollowFSConfig: PopGeoQualityFollowSourceFSConfig, - realGraphOonFSConfig: RealGraphOonFSConfig, - repeatedProfileVisitsFSConfig: RepeatedProfileVisitsFSConfig, - recentEngagementSimilarUsersFSConfig: RecentEngagementSimilarUsersFSConfig, - recentFollowingRecentFollowingExpansionSourceFSConfig: RecentFollowingRecentFollowingExpansionSourceFSConfig, - simsExpansionFSConfig: SimsExpansionFSConfig, - simsSourceFSConfig: SimsSourceFSConfig, - socialProofEnforcedCandidateSourceFSConfig: SocialProofEnforcedCandidateSourceFSConfig, - triangularLoopsFSConfig: TriangularLoopsFSConfig, - userUserGraphFSConfig: UserUserGraphFSConfig, - // Predicate related configs - gizmoduckPredicateFSConfig: GizmoduckPredicateFSConfig, - hssPredicateFSConfig: HssPredicateFSConfig, - sgsPredicateFSConfig: SgsPredicateFSConfig, - ppmiLocaleSourceFSConfig: PPMILocaleFollowSourceFSConfig, - topOrganicFollowsAccountsFSConfig: TopOrganicFollowsAccountsFSConfig, - statsReceiver: StatsReceiver) { - - val logger = Logger(classOf[FeatureSwitchConfigs]) - - val mergedFSConfig = - FeatureSwitchConfig.merge( - Seq( - globalFeatureSwitchConfig, - featureHydrationSourcesFSConfig, - weightedCandidateSourceRankerFSConfig, - // Flow related config - contentRecommenderFlowFSConfig, - postNuxMlFlowFSConfig, - // Candidate source related config - crowdSearchAccountsFSConfig, - offlineStpSourceFsConfig, - onlineSTPSourceFSConfig, - popGeoSourceFSConfig, - popGeoQualityFollowFSConfig, - realGraphOonFSConfig, - repeatedProfileVisitsFSConfig, - recentEngagementSimilarUsersFSConfig, - recentFollowingRecentFollowingExpansionSourceFSConfig, - simsExpansionFSConfig, - simsSourceFSConfig, - socialProofEnforcedCandidateSourceFSConfig, - triangularLoopsFSConfig, - userUserGraphFSConfig, - // Predicate related configs: - gizmoduckPredicateFSConfig, - hssPredicateFSConfig, - sgsPredicateFSConfig, - ppmiLocaleSourceFSConfig, - topOrganicFollowsAccountsFSConfig, - ) - ) - - /** - * enum params have to be listed in this main file together as otherwise we'll have to pass in - * some signature like `Seq[FSEnumParams[_]]` which are generics of generics and won't compile. - * we only have enumFsParams from globalFeatureSwitchConfig at the moment - */ - val enumOverrides = globalFeatureSwitchConfig.enumFsParams.flatMap { enumParam => - FeatureSwitchOverrideUtil.getEnumFSOverrides(statsReceiver, logger, enumParam) - } - - val gatedOverrides = mergedFSConfig.gatedOverridesMap.flatMap { - case (fsName, overrides) => - FeatureSwitchOverrideUtil.gatedOverrides(fsName, overrides: _*) - } - - val enumSeqOverrides = globalFeatureSwitchConfig.enumSeqFsParams.flatMap { enumSeqParam => - FeatureSwitchOverrideUtil.getEnumSeqFSOverrides(statsReceiver, logger, enumSeqParam) - } - - val overrides = - FeatureSwitchOverrideUtil - .getBooleanFSOverrides(mergedFSConfig.booleanFSParams: _*) ++ - FeatureSwitchOverrideUtil - .getBoundedIntFSOverrides(mergedFSConfig.intFSParams: _*) ++ - FeatureSwitchOverrideUtil - .getBoundedLongFSOverrides(mergedFSConfig.longFSParams: _*) ++ - FeatureSwitchOverrideUtil - .getBoundedDoubleFSOverrides(mergedFSConfig.doubleFSParams: _*) ++ - FeatureSwitchOverrideUtil - .getDurationFSOverrides(mergedFSConfig.durationFSParams: _*) ++ - FeatureSwitchOverrideUtil - .getBoundedOptionalDoubleOverrides(mergedFSConfig.optionalDoubleFSParams: _*) ++ - FeatureSwitchOverrideUtil.getStringSeqFSOverrides(mergedFSConfig.stringSeqFSParams: _*) ++ - enumOverrides ++ - gatedOverrides ++ - enumSeqOverrides - - val config = BaseConfigBuilder(overrides).build("FollowRecommendationServiceFeatureSwitches") -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/GlobalFeatureSwitchConfig.docx 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-import com.twitter.follow_recommendations.configapi.common.FeatureSwitchConfig -import com.twitter.follow_recommendations.configapi.params.GlobalParams.CandidateSourcesToFilter -import com.twitter.follow_recommendations.configapi.params.GlobalParams.EnableCandidateParamHydrations -import com.twitter.follow_recommendations.configapi.params.GlobalParams.EnableGFSSocialProofTransform -import com.twitter.follow_recommendations.configapi.params.GlobalParams.EnableRecommendationFlowLogs -import com.twitter.follow_recommendations.configapi.params.GlobalParams.EnableWhoToFollowProducts -import com.twitter.follow_recommendations.configapi.params.GlobalParams.KeepSocialUserCandidate -import com.twitter.follow_recommendations.configapi.params.GlobalParams.KeepUserCandidate -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.Param -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class GlobalFeatureSwitchConfig @Inject() () extends FeatureSwitchConfig { - override val booleanFSParams: Seq[Param[Boolean] with FSName] = { - Seq( - EnableCandidateParamHydrations, - KeepUserCandidate, - KeepSocialUserCandidate, - EnableGFSSocialProofTransform, - EnableWhoToFollowProducts, - EnableRecommendationFlowLogs - ) - } - - val enumFsParams = - Seq( - CandidateScorerIdParam, - SimsExpansionSourceParams.Aggregator, - RecentEngagementSimilarUsersParams.Aggregator, - CandidateSourcesToFilter, - ) - - val enumSeqFsParams = - Seq( - AccountsFilteringAndRankingLogics, - OrganicAccountsFilteringAndRankingLogics - ) -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/ParamsFactory.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/ParamsFactory.docx new file mode 100644 index 0000000000000000000000000000000000000000..a029a6acc62afd3695b8bc409eab4a268c4bf1b8 GIT binary patch literal 37081 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c+K{psYU?n-n-!RYK)FhgArY88l6pWq05qaiuK)l5 literal 0 HcmV?d00001 diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/ParamsFactory.scala b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/ParamsFactory.scala deleted file mode 100644 index 847d69962..000000000 --- a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/ParamsFactory.scala +++ /dev/null @@ -1,29 +0,0 @@ -package com.twitter.follow_recommendations.configapi - -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.follow_recommendations.common.models.DisplayLocation -import com.twitter.product_mixer.core.model.marshalling.request.ClientContext -import com.twitter.servo.util.MemoizingStatsReceiver -import com.twitter.timelines.configapi.Config -import com.twitter.timelines.configapi.FeatureValue -import com.twitter.timelines.configapi.Params -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -class ParamsFactory @Inject() ( - config: Config, - requestContextFactory: RequestContextFactory, - statsReceiver: StatsReceiver) { - - private val stats = new MemoizingStatsReceiver(statsReceiver.scope("configapi")) - def apply(followRecommendationServiceRequestContext: RequestContext): Params = - config(followRecommendationServiceRequestContext, stats) - - def apply( - clientContext: ClientContext, - displayLocation: DisplayLocation, - featureOverrides: Map[String, FeatureValue] - ): Params = - apply(requestContextFactory(clientContext, displayLocation, featureOverrides)) -} diff --git a/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/RequestContext.docx b/follow-recommendations-service/server/src/main/scala/com/twitter/follow_recommendations/configapi/RequestContext.docx new file mode 100644 index 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