From 78b3118da4e57aa56642a21790a4eb6b091e9d43 Mon Sep 17 00:00:00 2001 From: Ari Archer Date: Tue, 23 Jan 2024 19:05:00 +0200 Subject: [PATCH] [docx] split commit for file 600 Signed-off-by: Ari Archer --- .../AdsRecommendationsScribeLogger.docx | Bin 0 -> 38198 bytes .../AdsRecommendationsScribeLogger.scala | 139 --- .../scala/com/twitter/cr_mixer/logging/BUILD | 34 - .../com/twitter/cr_mixer/logging/BUILD.docx | Bin 0 -> 37148 bytes .../cr_mixer/logging/CrMixerScribeLogger.docx | Bin 0 -> 41183 bytes .../logging/CrMixerScribeLogger.scala | 489 --------- .../logging/RelatedTweetScribeLogger.docx | Bin 0 -> 38484 bytes .../logging/RelatedTweetScribeLogger.scala | 193 ---- .../cr_mixer/logging/ScribeLoggerUtils.docx | Bin 0 -> 37251 bytes .../cr_mixer/logging/ScribeLoggerUtils.scala | 43 - .../cr_mixer/logging/ScribeMetadata.docx | Bin 0 -> 37024 bytes .../cr_mixer/logging/ScribeMetadata.scala | 45 - .../logging/TopLevelDdgMetricsMetadata.docx | Bin 0 -> 36915 bytes 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cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/UserTweetEntityGraphSimilarityEngine.scala delete mode 100644 cr-mixer/server/src/main/scala/com/twitter/cr_mixer/source_signal/BUILD create mode 100644 cr-mixer/server/src/main/scala/com/twitter/cr_mixer/source_signal/BUILD.docx create mode 100644 cr-mixer/server/src/main/scala/com/twitter/cr_mixer/source_signal/FrsSourceGraphFetcher.docx delete mode 100644 cr-mixer/server/src/main/scala/com/twitter/cr_mixer/source_signal/FrsSourceGraphFetcher.scala diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/AdsRecommendationsScribeLogger.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/AdsRecommendationsScribeLogger.docx new file mode 100644 index 0000000000000000000000000000000000000000..2cb7b156031322a76cb80829175d8cf02f2a63b0 GIT binary patch literal 38198 zcmagFb9^1$*Eby7Zfx6j(xkC%H9WD6#6;p)u2gZ`#HU?AMg8l-uIu$Cwpdn zvDTc~YxdbkQ3f0W0|W#F1|%_!OS4+JI6fH^1Y{fv1Oy#8sv`!lb2hVcHc<7jH*?Zs 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a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/AdsRecommendationsScribeLogger.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/AdsRecommendationsScribeLogger.scala deleted file mode 100644 index f786bd586..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/AdsRecommendationsScribeLogger.scala +++ /dev/null @@ -1,139 +0,0 @@ -package com.twitter.cr_mixer.logging - -import com.twitter.cr_mixer.model.AdsCandidateGeneratorQuery -import com.twitter.cr_mixer.model.InitialAdsCandidate -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.logging.ScribeLoggerUtils._ -import com.twitter.cr_mixer.param.decider.CrMixerDecider -import com.twitter.cr_mixer.param.decider.DeciderConstants -import com.twitter.cr_mixer.thriftscala.AdsRecommendationTopLevelApiResult -import com.twitter.cr_mixer.thriftscala.AdsRecommendationsResult -import com.twitter.cr_mixer.thriftscala.AdsRequest -import com.twitter.cr_mixer.thriftscala.AdsResponse -import com.twitter.cr_mixer.thriftscala.FetchCandidatesResult -import com.twitter.cr_mixer.thriftscala.GetAdsRecommendationsScribe -import com.twitter.cr_mixer.thriftscala.PerformanceMetrics -import com.twitter.cr_mixer.thriftscala.TweetCandidateWithMetadata -import com.twitter.cr_mixer.util.CandidateGenerationKeyUtil -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.finagle.tracing.Trace -import com.twitter.logging.Logger -import com.twitter.simclusters_v2.common.UserId -import com.twitter.util.Future -import com.twitter.util.Stopwatch - -import javax.inject.Inject -import javax.inject.Named -import javax.inject.Singleton - -@Singleton -case class AdsRecommendationsScribeLogger @Inject() ( - @Named(ModuleNames.AdsRecommendationsLogger) adsRecommendationsScribeLogger: Logger, - decider: CrMixerDecider, - statsReceiver: StatsReceiver) { - - private val scopedStats = statsReceiver.scope(this.getClass.getCanonicalName) - private val upperFunnelsStats = scopedStats.scope("UpperFunnels") - private val topLevelApiStats = scopedStats.scope("TopLevelApi") - - /* - * Scribe first step results after fetching initial ads candidate - * */ - def scribeInitialAdsCandidates( - query: AdsCandidateGeneratorQuery, - getResultFn: => Future[Seq[Seq[InitialAdsCandidate]]], - enableScribe: Boolean // controlled by feature switch so that we can scribe for certain DDG - ): Future[Seq[Seq[InitialAdsCandidate]]] = { - val scribeMetadata = ScribeMetadata.from(query) - val timer = Stopwatch.start() - getResultFn.onSuccess { input => - val latencyMs = timer().inMilliseconds - val result = convertFetchCandidatesResult(input, scribeMetadata.userId) - val traceId = Trace.id.traceId.toLong - val scribeMsg = buildScribeMessage(result, scribeMetadata, latencyMs, traceId) - - if (enableScribe && decider.isAvailableForId( - scribeMetadata.userId, - DeciderConstants.adsRecommendationsPerExperimentScribeRate)) { - upperFunnelsStats.counter(scribeMetadata.product.originalName).incr() - scribeResult(scribeMsg) - } - } - } - - /* - * Scribe top level API results - * */ - def scribeGetAdsRecommendations( - request: AdsRequest, - startTime: Long, - scribeMetadata: ScribeMetadata, - getResultFn: => Future[AdsResponse], - enableScribe: Boolean - ): Future[AdsResponse] = { - val timer = Stopwatch.start() - getResultFn.onSuccess { response => - val latencyMs = timer().inMilliseconds - val result = AdsRecommendationsResult.AdsRecommendationTopLevelApiResult( - AdsRecommendationTopLevelApiResult( - timestamp = startTime, - request = request, - response = response - )) - val traceId = Trace.id.traceId.toLong - val scribeMsg = buildScribeMessage(result, scribeMetadata, latencyMs, traceId) - - if (enableScribe && decider.isAvailableForId( - scribeMetadata.userId, - DeciderConstants.adsRecommendationsPerExperimentScribeRate)) { - topLevelApiStats.counter(scribeMetadata.product.originalName).incr() - scribeResult(scribeMsg) - } - } - } - - private def convertFetchCandidatesResult( - candidatesSeq: Seq[Seq[InitialAdsCandidate]], - requestUserId: UserId - ): AdsRecommendationsResult = { - val tweetCandidatesWithMetadata = candidatesSeq.flatMap { candidates => - candidates.map { candidate => - TweetCandidateWithMetadata( - tweetId = candidate.tweetId, - candidateGenerationKey = Some( - CandidateGenerationKeyUtil.toThrift(candidate.candidateGenerationInfo, requestUserId)), - score = Some(candidate.getSimilarityScore), - numCandidateGenerationKeys = None // not populated yet - ) - } - } - AdsRecommendationsResult.FetchCandidatesResult( - FetchCandidatesResult(Some(tweetCandidatesWithMetadata))) - } - - private def buildScribeMessage( - result: AdsRecommendationsResult, - scribeMetadata: ScribeMetadata, - latencyMs: Long, - traceId: Long - ): GetAdsRecommendationsScribe = { - GetAdsRecommendationsScribe( - uuid = scribeMetadata.requestUUID, - userId = scribeMetadata.userId, - result = result, - traceId = Some(traceId), - performanceMetrics = Some(PerformanceMetrics(Some(latencyMs))), - impressedBuckets = getImpressedBuckets(scopedStats) - ) - } - - private def scribeResult( - scribeMsg: GetAdsRecommendationsScribe - ): Unit = { - publish( - logger = adsRecommendationsScribeLogger, - codec = GetAdsRecommendationsScribe, - message = scribeMsg) - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/BUILD b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/BUILD deleted file mode 100644 index edf0b77f0..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/BUILD +++ /dev/null @@ -1,34 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/javax/inject:javax.inject", - "abdecider/src/main/scala", - "content-recommender/thrift/src/main/thrift:content-recommender-common-scala", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/featureswitch", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/model", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/decider", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/scribe", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/util", - "cr-mixer/thrift/src/main/thrift:thrift-scala", - "decider/src/main/scala", - "featureswitches/featureswitches-core/src/main/scala:experimentation-settings", - "finagle/finagle-core/src/main", - "frigate/frigate-common:base", - "frigate/frigate-common:util", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/base", - "kafka/finagle-kafka/finatra-kafka/src/main/scala", - "product-mixer/core/src/main/thrift/com/twitter/product_mixer/core:thrift-scala", - "scribelib/marshallers/src/main/scala/com/twitter/scribelib/marshallers", - "scribelib/validators/src/main/scala/com/twitter/scribelib/validators", - "scrooge/scrooge-serializer/src/main/scala", - "src/scala/com/twitter/simclusters_v2/common", - "src/thrift/com/twitter/ml/api:data-scala", - "src/thrift/com/twitter/simclusters_v2:simclusters_v2-thrift-scala", - "timelines/src/main/scala/com/twitter/timelines/clientevent", - "util-internal/scribe/src/main/scala/com/twitter/logging", - ], -) diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/BUILD.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..3a72671884339f289499aa5d49d4c55645a75437 GIT binary patch literal 37148 zcmagEWmsIvwm*!!dvJGmcL)S`m!Lr#cN!1w!QI{6-7N%n3y?r?_kU+*&N(yZ-uu2^ zc0XNJ>nCgNuByGel;t3yu)x5;;J^}7d9Sqll@no_~GJ8bxLol_i znLh7kxWQTXY6tj@Fhb76b9Dogv>(7?XsTj0F-V3(;8caip~GqlW_j{DDIC;Qk49^`BzaRgIe7Im$ryNO{P^8Ey06HHw@_X9Fp>&;#u_jpZ{;Zvus 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Future[(Set[SourceInfo], Map[String, Option[GraphSourceInfo]])] - ): Future[(Set[SourceInfo], Map[String, Option[GraphSourceInfo]])] = { - scribeResultsAndPerformanceMetrics( - ScribeMetadata.from(query), - getResultFn, - convertToResultFn = convertFetchSignalSourcesResult - ) - } - - def scribeInitialCandidates( - query: CrCandidateGeneratorQuery, - getResultFn: => Future[Seq[Seq[InitialCandidate]]] - ): Future[Seq[Seq[InitialCandidate]]] = { - scribeResultsAndPerformanceMetrics( - ScribeMetadata.from(query), - getResultFn, - convertToResultFn = convertFetchCandidatesResult - ) - } - - def scribePreRankFilterCandidates( - query: CrCandidateGeneratorQuery, - getResultFn: => Future[Seq[Seq[InitialCandidate]]] - ): Future[Seq[Seq[InitialCandidate]]] = { - scribeResultsAndPerformanceMetrics( - ScribeMetadata.from(query), - getResultFn, - convertToResultFn = convertPreRankFilterResult - ) - } - - def scribeInterleaveCandidates( - query: CrCandidateGeneratorQuery, - getResultFn: => Future[Seq[BlendedCandidate]] - ): Future[Seq[BlendedCandidate]] = { - scribeResultsAndPerformanceMetrics( - ScribeMetadata.from(query), - getResultFn, - convertToResultFn = convertInterleaveResult, - enableKafkaScribe = true - ) - } - - def scribeRankedCandidates( - query: CrCandidateGeneratorQuery, - getResultFn: => Future[Seq[RankedCandidate]] - ): Future[Seq[RankedCandidate]] = { - scribeResultsAndPerformanceMetrics( - ScribeMetadata.from(query), - getResultFn, - convertToResultFn = convertRankResult - ) - } - - /** - * Scribe Top Level API Request / Response and performance metrics - * for the getTweetRecommendations() endpoint. - */ - def scribeGetTweetRecommendations( - request: CrMixerTweetRequest, - startTime: Long, - scribeMetadata: ScribeMetadata, - getResultFn: => Future[CrMixerTweetResponse] - ): Future[CrMixerTweetResponse] = { - val timer = Stopwatch.start() - getResultFn.onSuccess { response => - val latencyMs = timer().inMilliseconds - val result = convertTopLevelAPIResult(request, response, startTime) - val traceId = Trace.id.traceId.toLong - val scribeMsg = buildScribeMessage(result, scribeMetadata, latencyMs, traceId) - - // We use upperFunnelPerStepScribeRate to cover TopLevelApi scribe logs - if (decider.isAvailableForId( - scribeMetadata.userId, - DeciderConstants.upperFunnelPerStepScribeRate)) { - topLevelApiStats.counter(scribeMetadata.product.originalName).incr() - scribeResult(scribeMsg) - } - if (decider.isAvailableForId( - scribeMetadata.userId, - DeciderConstants.topLevelApiDdgMetricsScribeRate)) { - topLevelApiDdgMetricsStats.counter(scribeMetadata.product.originalName).incr() - val topLevelDdgMetricsMetadata = TopLevelDdgMetricsMetadata.from(request) - publishTopLevelDdgMetrics( - logger = ddgMetricsLogger, - topLevelDdgMetricsMetadata = topLevelDdgMetricsMetadata, - latencyMs = latencyMs, - candidateSize = response.tweets.length) - } - } - } - - /** - * Scribe all of the Blue Verified tweets that are candidates from cr-mixer - * from the getTweetRecommendations() endpoint for stats tracking/debugging purposes. - */ - def scribeGetTweetRecommendationsForBlueVerified( - scribeMetadata: ScribeMetadata, - getResultFn: => Future[Seq[RankedCandidate]] - ): Future[Seq[RankedCandidate]] = { - getResultFn.onSuccess { rankedCandidates => - if (decider.isAvailable(DeciderConstants.enableScribeForBlueVerifiedTweetCandidates)) { - blueVerifiedTweetCandidatesStats.counter("process_request").incr() - - val blueVerifiedTweetCandidates = rankedCandidates.filter { tweet => - tweet.tweetInfo.hasBlueVerifiedAnnotation.contains(true) - } - - val impressedBuckets = getImpressedBuckets(blueVerifiedTweetCandidatesStats).getOrElse(Nil) - - val blueVerifiedCandidateScribes = blueVerifiedTweetCandidates.map { candidate => - blueVerifiedTweetCandidatesStats - .scope(scribeMetadata.product.name).counter( - candidate.tweetInfo.authorId.toString).incr() - VITTweetCandidateScribe( - tweetId = candidate.tweetId, - authorId = candidate.tweetInfo.authorId, - score = candidate.predictionScore, - metricTags = MetricTagUtil.buildMetricTags(candidate) - ) - } - - val blueVerifiedScribe = - VITTweetCandidatesScribe( - uuid = scribeMetadata.requestUUID, - userId = scribeMetadata.userId, - candidates = blueVerifiedCandidateScribes, - product = scribeMetadata.product, - impressedBuckets = impressedBuckets - ) - - publish( - logger = blueVerifiedTweetRecsScribeLogger, - codec = VITTweetCandidatesScribe, - message = blueVerifiedScribe) - } - } - } - - /** - * Scribe Per-step intermediate results and performance metrics - * for each step: fetch signals, fetch candidates, filters, ranker, etc - */ - private[logging] def scribeResultsAndPerformanceMetrics[T]( - scribeMetadata: ScribeMetadata, - getResultFn: => Future[T], - convertToResultFn: (T, UserId) => Result, - enableKafkaScribe: Boolean = false - ): Future[T] = { - val timer = Stopwatch.start() - getResultFn.onSuccess { input => - val latencyMs = timer().inMilliseconds - val result = convertToResultFn(input, scribeMetadata.userId) - val traceId = Trace.id.traceId.toLong - val scribeMsg = buildScribeMessage(result, scribeMetadata, latencyMs, traceId) - - if (decider.isAvailableForId( - scribeMetadata.userId, - DeciderConstants.upperFunnelPerStepScribeRate)) { - upperFunnelsStats.counter(scribeMetadata.product.originalName).incr() - scribeResult(scribeMsg) - } - - // forks the scribe as a Kafka message for async feature hydration - if (enableKafkaScribe && shouldScribeKafkaMessage( - scribeMetadata.userId, - scribeMetadata.product)) { - kafkaMessagesStats.counter(scribeMetadata.product.originalName).incr() - - val batchedKafkaMessages = downsampleKafkaMessage(scribeMsg) - batchedKafkaMessages.foreach { kafkaMessage => - kafkaProducer.send( - topic = ScribeCategories.TweetsRecs.scribeCategory, - key = traceId.toString, - value = kafkaMessage, - timestamp = Time.now.inMilliseconds - ) - } - } - } - } - - private def convertTopLevelAPIResult( - request: CrMixerTweetRequest, - response: CrMixerTweetResponse, - startTime: Long - ): Result = { - Result.TopLevelApiResult( - TopLevelApiResult( - timestamp = startTime, - request = request, - response = response - )) - } - - private def convertFetchSignalSourcesResult( - sourceInfoSetTuple: (Set[SourceInfo], Map[String, Option[GraphSourceInfo]]), - requestUserId: UserId - ): Result = { - val sourceSignals = sourceInfoSetTuple._1.map { sourceInfo => - SourceSignal(id = Some(sourceInfo.internalId)) - } - // For source graphs, we pass in requestUserId as a placeholder - val sourceGraphs = sourceInfoSetTuple._2.map { - case (_, _) => - SourceSignal(id = Some(InternalId.UserId(requestUserId))) - } - Result.FetchSignalSourcesResult( - FetchSignalSourcesResult( - signals = Some(sourceSignals ++ sourceGraphs) - )) - } - - private def convertFetchCandidatesResult( - candidatesSeq: Seq[Seq[InitialCandidate]], - requestUserId: UserId - ): Result = { - val tweetCandidatesWithMetadata = candidatesSeq.flatMap { candidates => - candidates.map { candidate => - TweetCandidateWithMetadata( - tweetId = candidate.tweetId, - candidateGenerationKey = Some( - CandidateGenerationKeyUtil.toThrift(candidate.candidateGenerationInfo, requestUserId)), - score = Some(candidate.getSimilarityScore), - numCandidateGenerationKeys = None // not populated yet - ) - } - } - Result.FetchCandidatesResult(FetchCandidatesResult(Some(tweetCandidatesWithMetadata))) - } - - private def convertPreRankFilterResult( - candidatesSeq: Seq[Seq[InitialCandidate]], - requestUserId: UserId - ): Result = { - val tweetCandidatesWithMetadata = candidatesSeq.flatMap { candidates => - candidates.map { candidate => - TweetCandidateWithMetadata( - tweetId = candidate.tweetId, - candidateGenerationKey = Some( - CandidateGenerationKeyUtil.toThrift(candidate.candidateGenerationInfo, requestUserId)), - score = Some(candidate.getSimilarityScore), - numCandidateGenerationKeys = None // not populated yet - ) - } - } - Result.PreRankFilterResult(PreRankFilterResult(Some(tweetCandidatesWithMetadata))) - } - - // We take InterleaveResult for Unconstrained dataset ML ranker training - private def convertInterleaveResult( - blendedCandidates: Seq[BlendedCandidate], - requestUserId: UserId - ): Result = { - val tweetCandidatesWithMetadata = blendedCandidates.map { blendedCandidate => - val candidateGenerationKey = - CandidateGenerationKeyUtil.toThrift(blendedCandidate.reasonChosen, requestUserId) - TweetCandidateWithMetadata( - tweetId = blendedCandidate.tweetId, - candidateGenerationKey = Some(candidateGenerationKey), - authorId = Some(blendedCandidate.tweetInfo.authorId), // for ML pipeline training - score = Some(blendedCandidate.getSimilarityScore), - numCandidateGenerationKeys = Some(blendedCandidate.potentialReasons.size) - ) // hydrate fields for light ranking training data - } - Result.InterleaveResult(InterleaveResult(Some(tweetCandidatesWithMetadata))) - } - - private def convertRankResult( - rankedCandidates: Seq[RankedCandidate], - requestUserId: UserId - ): Result = { - val tweetCandidatesWithMetadata = rankedCandidates.map { rankedCandidate => - val candidateGenerationKey = - CandidateGenerationKeyUtil.toThrift(rankedCandidate.reasonChosen, requestUserId) - TweetCandidateWithMetadata( - tweetId = rankedCandidate.tweetId, - candidateGenerationKey = Some(candidateGenerationKey), - score = Some(rankedCandidate.getSimilarityScore), - numCandidateGenerationKeys = Some(rankedCandidate.potentialReasons.size) - ) - } - Result.RankResult(RankResult(Some(tweetCandidatesWithMetadata))) - } - - private def buildScribeMessage( - result: Result, - scribeMetadata: ScribeMetadata, - latencyMs: Long, - traceId: Long - ): GetTweetsRecommendationsScribe = { - GetTweetsRecommendationsScribe( - uuid = scribeMetadata.requestUUID, - userId = scribeMetadata.userId, - result = result, - traceId = Some(traceId), - performanceMetrics = Some(PerformanceMetrics(Some(latencyMs))), - impressedBuckets = getImpressedBuckets(scopedStats) - ) - } - - private def scribeResult( - scribeMsg: GetTweetsRecommendationsScribe - ): Unit = { - publish( - logger = tweetRecsScribeLogger, - codec = GetTweetsRecommendationsScribe, - message = scribeMsg) - } - - /** - * Gate for producing messages to Kafka for async feature hydration - */ - private def shouldScribeKafkaMessage( - userId: UserId, - product: Product - ): Boolean = { - val isEligibleUser = decider.isAvailable( - DeciderConstants.kafkaMessageScribeSampleRate, - Some(SimpleRecipient(userId))) - val isHomeProduct = (product == Product.Home) - isEligibleUser && isHomeProduct - } - - /** - * Due to size limits of Strato (see SD-19028), each Kafka message must be downsampled - */ - private[logging] def downsampleKafkaMessage( - scribeMsg: GetTweetsRecommendationsScribe - ): Seq[GetTweetsRecommendationsScribe] = { - val sampledResultSeq: Seq[Result] = scribeMsg.result match { - case Result.InterleaveResult(interleaveResult) => - val sampledTweetsSeq = interleaveResult.tweets - .map { tweets => - Random - .shuffle(tweets).take(KafkaMaxTweetsPerMessage) - .grouped(BatchSize).toSeq - }.getOrElse(Seq.empty) - - sampledTweetsSeq.map { sampledTweets => - Result.InterleaveResult(InterleaveResult(Some(sampledTweets))) - } - - // if it's an unrecognized type, err on the side of sending no candidates - case _ => - kafkaMessagesStats.counter("InvalidKafkaMessageResultType").incr() - Seq(Result.InterleaveResult(InterleaveResult(None))) - } - - sampledResultSeq.map { sampledResult => - GetTweetsRecommendationsScribe( - uuid = scribeMsg.uuid, - userId = scribeMsg.userId, - result = sampledResult, - traceId = scribeMsg.traceId, - performanceMetrics = None, - impressedBuckets = None - ) - } - } - - /** - * Handles client_event serialization to log data into DDG metrics - */ - private[logging] def publishTopLevelDdgMetrics( - logger: Logger, - topLevelDdgMetricsMetadata: TopLevelDdgMetricsMetadata, - candidateSize: Long, - latencyMs: Long, - ): Unit = { - val data = Map[Any, Any]( - "latency_ms" -> latencyMs, - "event_value" -> candidateSize - ) - val label: (String, String) = ("tweetrec", "") - val namespace = getNamespace(topLevelDdgMetricsMetadata, label) + ("action" -> "candidates") - val message = - serialization - .serializeClientEvent(namespace, getClientData(topLevelDdgMetricsMetadata), data) - logger.info(message) - } - - private def getClientData( - topLevelDdgMetricsMetadata: TopLevelDdgMetricsMetadata - ): ClientDataProvider = - MinimalClientDataProvider( - userId = topLevelDdgMetricsMetadata.userId, - guestId = None, - clientApplicationId = topLevelDdgMetricsMetadata.clientApplicationId, - countryCode = topLevelDdgMetricsMetadata.countryCode - ) - - private def getNamespace( - topLevelDdgMetricsMetadata: TopLevelDdgMetricsMetadata, - label: (String, String) - ): Map[String, String] = { - val productName = - CaseFormat.UPPER_CAMEL - .to(CaseFormat.LOWER_UNDERSCORE, topLevelDdgMetricsMetadata.product.originalName) - - Map( - "client" -> ScribingABDeciderUtil.clientForAppId( - topLevelDdgMetricsMetadata.clientApplicationId), - "page" -> "cr-mixer", - "section" -> productName, - "component" -> label._1, - "element" -> label._2 - ) - } -} - -object CrMixerScribeLogger { - val KafkaMaxTweetsPerMessage: Int = 200 - val BatchSize: Int = 20 -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/RelatedTweetScribeLogger.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/RelatedTweetScribeLogger.docx new file mode 100644 index 0000000000000000000000000000000000000000..be9cff23c4810d9abe76468281d610d13e237eff GIT binary patch literal 38484 zcmagFb9^1$*Eby7Zfx6j(xkC%+qRmdu^ZbqPHdyG)u2gZ`#HU?AMg8l-uIu$Cwpdn zvDTc~YtPw7Q3f0W0|W#F1|;b_mu9tcaY70x2*@}T2nafGR7cFg-qp^EZEb-ByXhJoMJc> zV?tK?gCF5~gFv@$3#E>j_?ezwmPR2dc&TsUW&z{5IoE+i0*Ump)IPz&5L8`TmhYz- 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z5)ghj=YDT^jtSt*fA1crE51J}(O~(9fdO$QAot*gK!kp4fjyq%8gS-6xuduDMt4n( zcWrb4TtQwGxbY02BYrps03yH>c=nCtUU zVt>V{Kp=Kjn;?SgNXbB_{4^~6gFRe+*p=Wu0Dn;Ow;s=7Y_LuY`n)8V1NKSRIJH-Q zbN(<V((9C!fFoM31sx1&lV0a9Xz90PyZBP|s literal 0 HcmV?d00001 diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/RelatedTweetScribeLogger.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/RelatedTweetScribeLogger.scala deleted file mode 100644 index b2b36f43c..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/RelatedTweetScribeLogger.scala +++ /dev/null @@ -1,193 +0,0 @@ -package com.twitter.cr_mixer.logging - -import com.twitter.cr_mixer.model.RelatedTweetCandidateGeneratorQuery -import com.twitter.cr_mixer.model.InitialCandidate -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.logging.ScribeLoggerUtils._ -import com.twitter.cr_mixer.param.decider.CrMixerDecider -import com.twitter.cr_mixer.param.decider.DeciderConstants -import com.twitter.cr_mixer.thriftscala.FetchCandidatesResult -import com.twitter.cr_mixer.thriftscala.GetRelatedTweetsScribe -import com.twitter.cr_mixer.thriftscala.PerformanceMetrics -import com.twitter.cr_mixer.thriftscala.PreRankFilterResult -import com.twitter.cr_mixer.thriftscala.RelatedTweetRequest -import com.twitter.cr_mixer.thriftscala.RelatedTweetResponse -import com.twitter.cr_mixer.thriftscala.RelatedTweetResult -import com.twitter.cr_mixer.thriftscala.RelatedTweetTopLevelApiResult -import com.twitter.cr_mixer.thriftscala.TweetCandidateWithMetadata -import com.twitter.cr_mixer.util.CandidateGenerationKeyUtil -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.finagle.tracing.Trace -import com.twitter.logging.Logger -import com.twitter.simclusters_v2.common.UserId -import com.twitter.util.Future -import com.twitter.util.Stopwatch -import javax.inject.Inject -import javax.inject.Named -import javax.inject.Singleton - -@Singleton -case class RelatedTweetScribeLogger @Inject() ( - decider: CrMixerDecider, - statsReceiver: StatsReceiver, - @Named(ModuleNames.RelatedTweetsLogger) relatedTweetsScribeLogger: Logger) { - - private val scopedStats = statsReceiver.scope("RelatedTweetsScribeLogger") - private val topLevelApiStats = scopedStats.scope("TopLevelApi") - private val topLevelApiNoUserIdStats = scopedStats.scope("TopLevelApiNoUserId") - private val upperFunnelsStats = scopedStats.scope("UpperFunnels") - private val upperFunnelsNoUserIdStats = scopedStats.scope("UpperFunnelsNoUserId") - - def scribeInitialCandidates( - query: RelatedTweetCandidateGeneratorQuery, - getResultFn: => Future[Seq[Seq[InitialCandidate]]] - ): Future[Seq[Seq[InitialCandidate]]] = { - scribeResultsAndPerformanceMetrics( - RelatedTweetScribeMetadata.from(query), - getResultFn, - convertToResultFn = convertFetchCandidatesResult - ) - } - - def scribePreRankFilterCandidates( - query: RelatedTweetCandidateGeneratorQuery, - getResultFn: => Future[Seq[Seq[InitialCandidate]]] - ): Future[Seq[Seq[InitialCandidate]]] = { - scribeResultsAndPerformanceMetrics( - RelatedTweetScribeMetadata.from(query), - getResultFn, - convertToResultFn = convertPreRankFilterResult - ) - } - - /** - * Scribe Top Level API Request / Response and performance metrics - * for the getRelatedTweets endpoint. - */ - def scribeGetRelatedTweets( - request: RelatedTweetRequest, - startTime: Long, - relatedTweetScribeMetadata: RelatedTweetScribeMetadata, - getResultFn: => Future[RelatedTweetResponse] - ): Future[RelatedTweetResponse] = { - val timer = Stopwatch.start() - getResultFn.onSuccess { response => - relatedTweetScribeMetadata.clientContext.userId match { - case Some(userId) => - if (decider.isAvailableForId(userId, DeciderConstants.upperFunnelPerStepScribeRate)) { - topLevelApiStats.counter(relatedTweetScribeMetadata.product.originalName).incr() - val latencyMs = timer().inMilliseconds - val result = convertTopLevelAPIResult(request, response, startTime) - val traceId = Trace.id.traceId.toLong - val scribeMsg = - buildScribeMessage(result, relatedTweetScribeMetadata, latencyMs, traceId) - - scribeResult(scribeMsg) - } - case _ => - topLevelApiNoUserIdStats.counter(relatedTweetScribeMetadata.product.originalName).incr() - } - } - } - - /** - * Scribe Per-step intermediate results and performance metrics - * for each step: fetch candidates, filters. - */ - private def scribeResultsAndPerformanceMetrics[T]( - relatedTweetScribeMetadata: RelatedTweetScribeMetadata, - getResultFn: => Future[T], - convertToResultFn: (T, UserId) => RelatedTweetResult - ): Future[T] = { - val timer = Stopwatch.start() - getResultFn.onSuccess { input => - relatedTweetScribeMetadata.clientContext.userId match { - case Some(userId) => - if (decider.isAvailableForId(userId, DeciderConstants.upperFunnelPerStepScribeRate)) { - upperFunnelsStats.counter(relatedTweetScribeMetadata.product.originalName).incr() - val latencyMs = timer().inMilliseconds - val result = convertToResultFn(input, userId) - val traceId = Trace.id.traceId.toLong - val scribeMsg = - buildScribeMessage(result, relatedTweetScribeMetadata, latencyMs, traceId) - scribeResult(scribeMsg) - } - case _ => - upperFunnelsNoUserIdStats.counter(relatedTweetScribeMetadata.product.originalName).incr() - } - } - } - - private def convertTopLevelAPIResult( - request: RelatedTweetRequest, - response: RelatedTweetResponse, - startTime: Long - ): RelatedTweetResult = { - RelatedTweetResult.RelatedTweetTopLevelApiResult( - RelatedTweetTopLevelApiResult( - timestamp = startTime, - request = request, - response = response - )) - } - - private def convertFetchCandidatesResult( - candidatesSeq: Seq[Seq[InitialCandidate]], - requestUserId: UserId - ): RelatedTweetResult = { - val tweetCandidatesWithMetadata = candidatesSeq.flatMap { candidates => - candidates.map { candidate => - TweetCandidateWithMetadata( - tweetId = candidate.tweetId, - candidateGenerationKey = None - ) // do not hydrate candidateGenerationKey to save cost - } - } - RelatedTweetResult.FetchCandidatesResult( - FetchCandidatesResult(Some(tweetCandidatesWithMetadata))) - } - - private def convertPreRankFilterResult( - candidatesSeq: Seq[Seq[InitialCandidate]], - requestUserId: UserId - ): RelatedTweetResult = { - val tweetCandidatesWithMetadata = candidatesSeq.flatMap { candidates => - candidates.map { candidate => - val candidateGenerationKey = - CandidateGenerationKeyUtil.toThrift(candidate.candidateGenerationInfo, requestUserId) - TweetCandidateWithMetadata( - tweetId = candidate.tweetId, - candidateGenerationKey = Some(candidateGenerationKey), - authorId = Some(candidate.tweetInfo.authorId), - score = Some(candidate.getSimilarityScore), - numCandidateGenerationKeys = None - ) - } - } - RelatedTweetResult.PreRankFilterResult(PreRankFilterResult(Some(tweetCandidatesWithMetadata))) - } - - private def buildScribeMessage( - relatedTweetResult: RelatedTweetResult, - relatedTweetScribeMetadata: RelatedTweetScribeMetadata, - latencyMs: Long, - traceId: Long - ): GetRelatedTweetsScribe = { - GetRelatedTweetsScribe( - uuid = relatedTweetScribeMetadata.requestUUID, - internalId = relatedTweetScribeMetadata.internalId, - relatedTweetResult = relatedTweetResult, - requesterId = relatedTweetScribeMetadata.clientContext.userId, - guestId = relatedTweetScribeMetadata.clientContext.guestId, - traceId = Some(traceId), - performanceMetrics = Some(PerformanceMetrics(Some(latencyMs))), - impressedBuckets = getImpressedBuckets(scopedStats) - ) - } - - private def scribeResult( - scribeMsg: GetRelatedTweetsScribe - ): Unit = { - publish(logger = relatedTweetsScribeLogger, codec = GetRelatedTweetsScribe, message = scribeMsg) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/ScribeLoggerUtils.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/logging/ScribeLoggerUtils.docx new file mode 100644 index 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com.twitter.cr_mixer.thriftscala.ImpressesedBucketInfo -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.util.StatsUtil -import com.twitter.logging.Logger -import com.twitter.scrooge.BinaryThriftStructSerializer -import com.twitter.scrooge.ThriftStruct -import com.twitter.scrooge.ThriftStructCodec - -object ScribeLoggerUtils { - - /** - * Handles base64-encoding, serialization, and publish. - */ - private[logging] def publish[T <: ThriftStruct]( - logger: Logger, - codec: ThriftStructCodec[T], - message: T - ): Unit = { - logger.info(BinaryThriftStructSerializer(codec).toString(message)) - } - - private[logging] def getImpressedBuckets( - scopedStats: StatsReceiver - ): Option[List[ImpressesedBucketInfo]] = { - StatsUtil.trackNonFutureBlockStats(scopedStats.scope("getImpressedBuckets")) { - CrMixerImpressedBuckets.getAllImpressedBuckets.map { listBuckets => - val listBucketsSet = listBuckets.toSet - 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UtegTweetRequest, - startTime: Long, - scribeMetadata: ScribeMetadata, - getResultFn: => Future[UtegTweetResponse] - ): Future[UtegTweetResponse] = { - val timer = Stopwatch.start() - getResultFn.onSuccess { response => - if (decider.isAvailableForId( - scribeMetadata.userId, - DeciderConstants.upperFunnelPerStepScribeRate)) { - topLevelApiStats.counter(scribeMetadata.product.originalName).incr() - val latencyMs = timer().inMilliseconds - val result = convertTopLevelAPIResult(request, response, startTime) - val traceId = Trace.id.traceId.toLong - val scribeMsg = - buildScribeMessage(result, scribeMetadata, latencyMs, traceId) - - scribeResult(scribeMsg) - } - } - } - - private def convertTopLevelAPIResult( - request: UtegTweetRequest, - response: UtegTweetResponse, - startTime: Long - ): UtegTweetResult = { - UtegTweetResult.UtegTweetTopLevelApiResult( - UtegTweetTopLevelApiResult( - timestamp = startTime, - request = request, - response = response - )) - } - - private def buildScribeMessage( - utegTweetResult: UtegTweetResult, - scribeMetadata: ScribeMetadata, - latencyMs: Long, - traceId: Long - ): GetUtegTweetsScribe = { - GetUtegTweetsScribe( - uuid = scribeMetadata.requestUUID, - userId = scribeMetadata.userId, - utegTweetResult = utegTweetResult, - traceId = Some(traceId), - performanceMetrics = Some(PerformanceMetrics(Some(latencyMs))), - impressedBuckets = getImpressedBuckets(scopedStats) - ) - } - - private def scribeResult( - scribeMsg: GetUtegTweetsScribe - ): Unit = { - publish(logger = utegTweetScribeLogger, codec = GetUtegTweetsScribe, message = scribeMsg) - } - - private def convertFetchCandidatesResult( - candidates: Seq[TweetWithScoreAndSocialProof], - requestUserId: UserId - ): UtegTweetResult = { - val tweetCandidatesWithMetadata = candidates.map { candidate => - TweetCandidateWithMetadata( - tweetId = candidate.tweetId, - candidateGenerationKey = None - ) // do not hydrate candidateGenerationKey to save cost - } - UtegTweetResult.FetchCandidatesResult(FetchCandidatesResult(Some(tweetCandidatesWithMetadata))) - } - - /** - * Scribe Per-step intermediate results and performance metrics - * for each step: fetch candidates, filters. - */ - private def scribeResultsAndPerformanceMetrics[T]( - scribeMetadata: ScribeMetadata, - getResultFn: => Future[T], - convertToResultFn: (T, UserId) => UtegTweetResult - ): Future[T] = { - val timer = Stopwatch.start() - getResultFn.onSuccess { input => - if (decider.isAvailableForId( - scribeMetadata.userId, - DeciderConstants.upperFunnelPerStepScribeRate)) { - upperFunnelsStats.counter(scribeMetadata.product.originalName).incr() - val latencyMs = timer().inMilliseconds - val result = convertToResultFn(input, scribeMetadata.userId) - val traceId = Trace.id.traceId.toLong - val scribeMsg = - buildScribeMessage(result, scribeMetadata, latencyMs, traceId) - scribeResult(scribeMsg) - } - } - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/model/BUILD b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/model/BUILD deleted file mode 100644 index 87c714254..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/model/BUILD +++ /dev/null @@ -1,16 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "configapi/configapi-core", - "content-recommender/thrift/src/main/thrift:thrift-scala", - "cr-mixer/thrift/src/main/thrift:thrift-scala", - "product-mixer/core/src/main/thrift/com/twitter/product_mixer/core:thrift-scala", - "src/scala/com/twitter/simclusters_v2/common", - "src/thrift/com/twitter/core_workflows/user_model:user_model-scala", - "src/thrift/com/twitter/recos:recos-common-scala", - "src/thrift/com/twitter/simclusters_v2:simclusters_v2-thrift-scala", - ], -) diff --git 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Represents the source used in candidate generation - * Due to legacy reason, SourceType used to represent both SourceType and SimilarityEngineType - * Moving forward, SourceType will be used for SourceType ONLY. eg., TweetFavorite, UserFollow, TwiceUserId - * At the same time, We create a new SimilarityEngineType to separate them. eg., SimClustersANN - * - * Currently, one special case is that we have TwiceUserId as a source, which is not necessarily a "signal" - * @param sourceType, e.g., SourceType.TweetFavorite, SourceType.UserFollow, SourceType.TwiceUserId - * @param internalId, e.g., UserId(0L), TweetId(0L) - */ -case class SourceInfo( - sourceType: SourceType, - internalId: InternalId, - sourceEventTime: Option[Time]) - -/*** - * Tweet-level attributes. Represents the source User Graph used in candidate generation - * It is an intermediate product, and will not be stored, unlike SourceInfo. - * Essentially, CrMixer queries a graph, and the graph returns a list of users to be used as sources. - * For instance, RealGraph, EarlyBird, FRS, Stp, etc. The underlying similarity engines such as - * UTG or UTEG will leverage these sources to build candidates. - * - * We extended the definition of SourceType to cover both "Source Signal" and "Source Graph" - * See [CrMixer] Graph Based Source Fetcher Abstraction Proposal: - * - * consider making both SourceInfo and GraphSourceInfo extends the same trait to - * have a unified interface. - */ -case class GraphSourceInfo( - sourceType: SourceType, - seedWithScores: Map[UserId, Double]) - -/*** - * Tweet-level attributes. Represents the similarity engine (the algorithm) used for - * candidate generation along with their metadata. - * @param similarityEngineType, e.g., SimClustersANN, UserTweetGraph - * @param modelId. e.g., UserTweetGraphConsumerEmbedding_ALL_20210708 - * @param score - a score generated by this sim engine - */ -case class SimilarityEngineInfo( - similarityEngineType: SimilarityEngineType, - modelId: Option[String], // ModelId can be a None. e.g., UTEG, UnifiedTweetBasedSE. etc - score: Option[Double]) - -/**** - * Tweet-level attributes. A combination for both SourceInfo and SimilarityEngineInfo - * SimilarityEngine is a composition, and it can be composed by many leaf Similarity Engines. - * For instance, the TweetBasedUnified SE could be a composition of both UserTweetGraph SE, SimClustersANN SE. - * Note that a SimilarityEngine (Composite) may call other SimilarityEngines (Atomic, Contributing) - * to contribute to its final candidate list. We track these Contributing SEs in the contributingSimilarityEngines list - * - * @param sourceInfoOpt - this is optional as many consumerBased CG does not have a source - * @param similarityEngineInfo - the similarity engine used in Candidate Generation (eg., TweetBasedUnifiedSE). It can be an atomic SE or an composite SE - * @param contributingSimilarityEngines - only composite SE will have it (e.g., SANNN, UTG). Otherwise it is an empty Seq. All contributing SEs mst be atomic - */ -case class CandidateGenerationInfo( - sourceInfoOpt: Option[SourceInfo], - similarityEngineInfo: SimilarityEngineInfo, - contributingSimilarityEngines: Seq[SimilarityEngineInfo]) diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/model/CandidateGeneratorQuery.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/model/CandidateGeneratorQuery.docx new file mode 100644 index 0000000000000000000000000000000000000000..07ecc0e5fe67ea5f4cf437735c547dacdc398512 GIT binary patch literal 37266 zcmagEWmsIvwm*!!dvJGmcL)S`m!Lr#cN!1w7Tn$4-8}?%3y?r?_kU+*&N(yZ-uu2^ zHV;*6{ba4(Rn@z999Ys99_=dCqWENRFtBkLFfdHesGbDC-o@PB#Yo-L z!Q9z^*~8AZDOo{jO%(0(*$Z|Gi!iCT1S)pGLGqs+CZgAGU+5vtejF2<&T;0HA?FX=&+iCS)RO33I}!7qfweY zhEMzB%5E={e(vNC68=)zFU!o-nprj(2<-v9U&4*gHKacqHzo`^*SSqGG&osmIM%QA z6`^L^GC-|J2SCG)s9kdCH-%peISoxL-*$|v}4;O>sDD3((AVL8n3ZhlU|Zc@X4 z6!kNghDe=ihgfXN7zZEEo8yrLx$jMGu-*!vq@r)9q>&J9fasw2{RPU?!AIy-ynCd8 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Please your modelId as "Algorithm_Product_Date" - * If your model is used for multiple product surfaces, name it as all - * Don't name your algorithm as MBCG. All the algorithms here are MBCG =.= - * - * Don't forgot to add your new models into allHnswANNSimilarityEngineModelIds list. - */ -object ModelConfig { - // Offline SimClusters CG Experiment related Model Ids - val OfflineInterestedInFromKnownFor2020: String = "OfflineIIKF_ALL_20220414" - val OfflineInterestedInFromKnownFor2020Hl0El15: String = "OfflineIIKF_ALL_20220414_Hl0_El15" - val OfflineInterestedInFromKnownFor2020Hl2El15: String = "OfflineIIKF_ALL_20220414_Hl2_El15" - val OfflineInterestedInFromKnownFor2020Hl2El50: String = "OfflineIIKF_ALL_20220414_Hl2_El50" - val OfflineInterestedInFromKnownFor2020Hl8El50: String = "OfflineIIKF_ALL_20220414_Hl8_El50" - val OfflineMTSConsumerEmbeddingsFav90P20M: String = - "OfflineMTSConsumerEmbeddingsFav90P20M_ALL_20220414" - - // Twhin Model Ids - val ConsumerBasedTwHINRegularUpdateAll20221024: String = - "ConsumerBasedTwHINRegularUpdate_All_20221024" - - // Averaged Twhin Model Ids - val TweetBasedTwHINRegularUpdateAll20221024: String = - "TweetBasedTwHINRegularUpdate_All_20221024" - - // Collaborative Filtering Twhin Model Ids - val TwhinCollabFilterForFollow: String = - "TwhinCollabFilterForFollow" - val TwhinCollabFilterForEngagement: String = - "TwhinCollabFilterForEngagement" - val TwhinMultiClusterForFollow: String = - "TwhinMultiClusterForFollow" - val TwhinMultiClusterForEngagement: String = - "TwhinMultiClusterForEngagement" - - // Two Tower model Ids - val TwoTowerFavALL20220808: String = - "TwoTowerFav_ALL_20220808" - - // Debugger Demo-Only Model Ids - val DebuggerDemo: String = "DebuggerDemo" - - // ColdStartLookalike - this is not really a model name, it is as a placeholder to - // indicate ColdStartLookalike candidate source, which is currently being pluged into - // CustomizedRetrievalCandidateGeneration temporarily. - val ColdStartLookalikeModelName: String = "ConsumersBasedUtgColdStartLookalike20220707" - - // consumersBasedUTG-RealGraphOon Model Id - val ConsumersBasedUtgRealGraphOon20220705: String = "ConsumersBasedUtgRealGraphOon_All_20220705" - // consumersBasedUAG-RealGraphOon Model Id - val ConsumersBasedUagRealGraphOon20221205: String = "ConsumersBasedUagRealGraphOon_All_20221205" - - // FTR - val OfflineFavDecayedSum: String = "OfflineFavDecayedSum" - val OfflineFtrAt5Pop1000RnkDcy11: String = "OfflineFtrAt5Pop1000RnkDcy11" - val OfflineFtrAt5Pop10000RnkDcy11: String = "OfflineFtrAt5Pop10000RnkDcy11" - - // All Model Ids of HnswANNSimilarityEngines - val allHnswANNSimilarityEngineModelIds = Seq( - ConsumerBasedTwHINRegularUpdateAll20221024, - TwoTowerFavALL20220808, - DebuggerDemo - ) - - val ConsumerLogFavBasedInterestedInEmbedding: String = - "ConsumerLogFavBasedInterestedIn_ALL_20221228" - val ConsumerFollowBasedInterestedInEmbedding: String = - "ConsumerFollowBasedInterestedIn_ALL_20221228" - - val RetweetBasedDiffusion: String = - "RetweetBasedDiffusion" - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/model/ModuleNames.docx 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com.twitter.ads.entities.db.thriftscala.LineItemObjective -import com.twitter.bijection.Injection -import com.twitter.conversions.DurationOps._ -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.thriftscala.LineItemInfo -import com.twitter.finagle.memcached.{Client => MemcachedClient} -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.hermit.store.common.ObservedCachedReadableStore -import com.twitter.hermit.store.common.ObservedMemcachedReadableStore -import com.twitter.inject.TwitterModule -import com.twitter.ml.api.DataRecord -import com.twitter.ml.api.DataType -import com.twitter.ml.api.Feature -import com.twitter.ml.api.GeneralTensor -import com.twitter.ml.api.RichDataRecord -import com.twitter.relevance_platform.common.injection.LZ4Injection -import com.twitter.relevance_platform.common.injection.SeqObjectInjection -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.storage.client.manhattan.kv.ManhattanKVClientMtlsParams -import com.twitter.storehaus.ReadableStore -import com.twitter.storehaus_internal.manhattan.ManhattanRO -import com.twitter.storehaus_internal.manhattan.ManhattanROConfig -import com.twitter.storehaus_internal.manhattan.Revenue -import com.twitter.storehaus_internal.util.ApplicationID -import com.twitter.storehaus_internal.util.DatasetName -import com.twitter.storehaus_internal.util.HDFSPath -import com.twitter.util.Future -import javax.inject.Named -import scala.collection.JavaConverters._ - -object ActivePromotedTweetStoreModule extends TwitterModule { - - case class ActivePromotedTweetStore( - activePromotedTweetMHStore: ReadableStore[String, DataRecord], - statsReceiver: StatsReceiver) - extends ReadableStore[TweetId, Seq[LineItemInfo]] { - override def get(tweetId: TweetId): Future[Option[Seq[LineItemInfo]]] = { - activePromotedTweetMHStore.get(tweetId.toString).map { - _.map { dataRecord => - val richDataRecord = new RichDataRecord(dataRecord) - val lineItemIdsFeature: Feature[GeneralTensor] = - new Feature.Tensor("active_promoted_tweets.line_item_ids", DataType.INT64) - - val lineItemObjectivesFeature: Feature[GeneralTensor] = - new Feature.Tensor("active_promoted_tweets.line_item_objectives", DataType.INT64) - - val lineItemIdsTensor: GeneralTensor = richDataRecord.getFeatureValue(lineItemIdsFeature) - val lineItemObjectivesTensor: GeneralTensor = - richDataRecord.getFeatureValue(lineItemObjectivesFeature) - - val lineItemIds: Seq[Long] = - if (lineItemIdsTensor.getSetField == GeneralTensor._Fields.INT64_TENSOR && lineItemIdsTensor.getInt64Tensor.isSetLongs) { - lineItemIdsTensor.getInt64Tensor.getLongs.asScala.map(_.toLong) - } else Seq.empty - - val lineItemObjectives: Seq[LineItemObjective] = - if (lineItemObjectivesTensor.getSetField == GeneralTensor._Fields.INT64_TENSOR && lineItemObjectivesTensor.getInt64Tensor.isSetLongs) { - lineItemObjectivesTensor.getInt64Tensor.getLongs.asScala.map(objective => - LineItemObjective(objective.toInt)) - } else Seq.empty - - val lineItemInfo = - if (lineItemIds.size == lineItemObjectives.size) { - lineItemIds.zipWithIndex.map { - case (lineItemId, index) => - LineItemInfo( - lineItemId = lineItemId, - lineItemObjective = lineItemObjectives(index) - ) - } - } else Seq.empty - - lineItemInfo - } - } - } - } - - @Provides - @Singleton - def providesActivePromotedTweetStore( - manhattanKVClientMtlsParams: ManhattanKVClientMtlsParams, - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - crMixerStatsReceiver: StatsReceiver - ): ReadableStore[TweetId, Seq[LineItemInfo]] = { - - val mhConfig = new ManhattanROConfig { - val hdfsPath = HDFSPath("") - val applicationID = ApplicationID("ads_bigquery_features") - val datasetName = DatasetName("active_promoted_tweets") - val cluster = Revenue - - override def statsReceiver: StatsReceiver = - crMixerStatsReceiver.scope("active_promoted_tweets_mh") - } - val mhStore: ReadableStore[String, DataRecord] = - ManhattanRO - .getReadableStoreWithMtls[String, DataRecord]( - mhConfig, - manhattanKVClientMtlsParams - )( - implicitly[Injection[String, Array[Byte]]], - CompactThriftCodec[DataRecord] - ) - - val underlyingStore = - ActivePromotedTweetStore(mhStore, crMixerStatsReceiver.scope("ActivePromotedTweetStore")) - val memcachedStore = ObservedMemcachedReadableStore.fromCacheClient( - backingStore = underlyingStore, - cacheClient = crMixerUnifiedCacheClient, - ttl = 60.minutes, - asyncUpdate = false - )( - valueInjection = LZ4Injection.compose(SeqObjectInjection[LineItemInfo]()), - statsReceiver = crMixerStatsReceiver.scope("memCachedActivePromotedTweetStore"), - keyToString = { k: TweetId => s"apt/$k" } - ) - - ObservedCachedReadableStore.from( - memcachedStore, - ttl = 30.minutes, - maxKeys = 250000, // size of promoted tweet is around 200,000 - windowSize = 10000L, - cacheName = "active_promoted_tweet_cache", - maxMultiGetSize = 20 - )(crMixerStatsReceiver.scope("inMemoryCachedActivePromotedTweetStore")) - - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/BUILD.bazel b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/BUILD.bazel deleted file mode 100644 index 6773b526c..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/BUILD.bazel +++ /dev/null @@ -1,130 +0,0 @@ -scala_library( - sources = [ - "*.scala", - "core/*.scala", - "grpc_client/*.scala", - "similarity_engine/*.scala", - "source_signal/*.scala", - "thrift_client/*.scala", - ], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/twitter/bijection:core", - "3rdparty/jvm/com/twitter/bijection:scrooge", - "3rdparty/jvm/com/twitter/storehaus:core", - "3rdparty/jvm/com/twitter/storehaus:memcache", - "3rdparty/jvm/io/grpc:grpc-api", - "3rdparty/jvm/io/grpc:grpc-auth", - "3rdparty/jvm/io/grpc:grpc-core", - "3rdparty/jvm/io/grpc:grpc-netty", - "3rdparty/jvm/io/grpc:grpc-protobuf", - "3rdparty/jvm/io/grpc:grpc-stub", - "3rdparty/jvm/javax/inject:javax.inject", - "3rdparty/jvm/org/scalanlp:breeze", - "3rdparty/src/jvm/com/twitter/storehaus:core", - "abdecider/src/main/scala", - "ann/src/main/thrift/com/twitter/ann/common:ann-common-scala", - "configapi/configapi-abdecider", - "configapi/configapi-core", - "configapi/configapi-featureswitches:v2", - "content-recommender/server/src/main/scala/com/twitter/contentrecommender:cr-mixer-deps", - "content-recommender/thrift/src/main/thrift:thrift-scala", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/candidate_generation", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/config", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/featureswitch", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/model", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/decider", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/ranker", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/scribe", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/source_signal", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/util", - "cr-mixer/thrift/src/main/thrift:thrift-scala", - "decider/src/main/scala", - "discovery-common/src/main/scala/com/twitter/discovery/common/configapi", - "featureswitches/featureswitches-core", - "featureswitches/featureswitches-core/src/main/scala/com/twitter/featureswitches/v2/builder", - "finagle-internal/finagle-grpc/src/main/scala", - "finagle-internal/mtls/src/main/scala/com/twitter/finagle/mtls/authentication", - "finatra-internal/kafka/src/main/scala/com/twitter/finatra/kafka/consumers", - "finatra-internal/mtls-thriftmux/src/main/scala", - "finatra/inject/inject-core/src/main/scala", - "finatra/inject/inject-modules/src/main/scala", - "finatra/inject/inject-thrift-client", - "follow-recommendations-service/thrift/src/main/thrift:thrift-scala", - "frigate/frigate-common:util", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/base", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/candidate", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/store", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/store/health", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/store/interests", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/store/strato", - "hermit/hermit-core/src/main/scala/com/twitter/hermit/store/common", - "hydra/partition/thrift/src/main/thrift:thrift-scala", - "hydra/root/thrift/src/main/thrift:thrift-scala", - "mediaservices/commons/src/main/scala:futuretracker", - "product-mixer/core/src/main/thrift/com/twitter/product_mixer/core:thrift-scala", - "qig-ranker/thrift/src/main/thrift:thrift-scala", - "relevance-platform/src/main/scala/com/twitter/relevance_platform/common/health_store", - "relevance-platform/src/main/scala/com/twitter/relevance_platform/common/injection", - "relevance-platform/thrift/src/main/thrift:thrift-scala", - "representation-manager/client/src/main/scala/com/twitter/representation_manager", - "representation-manager/client/src/main/scala/com/twitter/representation_manager/config", - "representation-manager/server/src/main/scala/com/twitter/representation_manager/migration", - "representation-manager/server/src/main/thrift:thrift-scala", - "representation-scorer/server/src/main/thrift:thrift-scala", - "servo/decider", - "servo/util/src/main/scala", - "simclusters-ann/thrift/src/main/thrift:thrift-scala", - "snowflake/src/main/scala/com/twitter/snowflake/id", - "src/java/com/twitter/ml/api:api-base", - "src/java/com/twitter/search/queryparser/query:core-query-nodes", - "src/java/com/twitter/search/queryparser/query/search:search-query-nodes", - "src/scala/com/twitter/algebird_internal/injection", - "src/scala/com/twitter/cortex/ml/embeddings/common:Helpers", - "src/scala/com/twitter/ml/api/embedding", - "src/scala/com/twitter/ml/featurestore/lib", - "src/scala/com/twitter/scalding_internal/multiformat/format", - "src/scala/com/twitter/simclusters_v2/candidate_source", - "src/scala/com/twitter/simclusters_v2/common", - "src/scala/com/twitter/storehaus_internal/manhattan", - "src/scala/com/twitter/storehaus_internal/manhattan/config", - "src/scala/com/twitter/storehaus_internal/memcache", - "src/scala/com/twitter/storehaus_internal/memcache/config", - "src/scala/com/twitter/storehaus_internal/offline", - "src/scala/com/twitter/storehaus_internal/util", - "src/scala/com/twitter/topic_recos/stores", - "src/thrift/com/twitter/core_workflows/user_model:user_model-scala", - "src/thrift/com/twitter/frigate:frigate-common-thrift-scala", - "src/thrift/com/twitter/frigate:frigate-thrift-scala", - "src/thrift/com/twitter/frigate/data_pipeline/scalding:blue_verified_annotations-scala", - "src/thrift/com/twitter/hermit/stp:hermit-stp-scala", - "src/thrift/com/twitter/ml/api:data-java", - "src/thrift/com/twitter/ml/api:embedding-scala", - "src/thrift/com/twitter/ml/featurestore:ml-feature-store-embedding-scala", - "src/thrift/com/twitter/onboarding/relevance/coldstart_lookalike:coldstartlookalike-thrift-scala", - "src/thrift/com/twitter/recos:recos-common-scala", - "src/thrift/com/twitter/recos/user_ad_graph:user_ad_graph-scala", - "src/thrift/com/twitter/recos/user_tweet_entity_graph:user_tweet_entity_graph-scala", - "src/thrift/com/twitter/recos/user_tweet_graph:user_tweet_graph-scala", - "src/thrift/com/twitter/recos/user_tweet_graph_plus:user_tweet_graph_plus-scala", - "src/thrift/com/twitter/recos/user_video_graph:user_video_graph-scala", - "src/thrift/com/twitter/search:earlybird-scala", - "src/thrift/com/twitter/search/query_interaction_graph/service:qig-service-scala", - "src/thrift/com/twitter/simclusters_v2:simclusters_v2-thrift-scala", - "src/thrift/com/twitter/topic_recos:topic_recos-thrift-scala", - "src/thrift/com/twitter/trends/trip_v1:trip-tweets-thrift-scala", - "src/thrift/com/twitter/tweetypie:service-scala", - "src/thrift/com/twitter/twistly:twistly-scala", - "src/thrift/com/twitter/wtf/candidate:wtf-candidate-scala", - "stitch/stitch-storehaus", - "stitch/stitch-tweetypie/src/main/scala", - "strato/src/main/scala/com/twitter/strato/client", - "user-signal-service/thrift/src/main/thrift:thrift-scala", - "util-internal/scribe/src/main/scala/com/twitter/logging", - "util/util-hashing", - ], -) diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/BUILD.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/BUILD.docx new file mode 100644 index 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-package com.twitter.cr_mixer.module - -import com.google.inject.Provides -import com.google.inject.Singleton -import com.google.inject.name.Named -import com.twitter.inject.TwitterModule -import com.twitter.conversions.DurationOps._ -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.data_pipeline.scalding.thriftscala.BlueVerifiedAnnotationsV2 -import com.twitter.storage.client.manhattan.kv.ManhattanKVClientMtlsParams -import com.twitter.storehaus.ReadableStore -import com.twitter.storehaus_internal.manhattan.Athena -import com.twitter.storehaus_internal.manhattan.ManhattanRO -import com.twitter.storehaus_internal.manhattan.ManhattanROConfig -import com.twitter.storehaus_internal.util.ApplicationID -import com.twitter.storehaus_internal.util.DatasetName -import com.twitter.storehaus_internal.util.HDFSPath -import com.twitter.bijection.scrooge.BinaryScalaCodec -import com.twitter.hermit.store.common.ObservedCachedReadableStore - -object BlueVerifiedAnnotationStoreModule extends TwitterModule { - - @Provides - @Singleton - @Named(ModuleNames.BlueVerifiedAnnotationStore) - def providesBlueVerifiedAnnotationStore( - statsReceiver: StatsReceiver, - manhattanKVClientMtlsParams: ManhattanKVClientMtlsParams, - ): ReadableStore[String, BlueVerifiedAnnotationsV2] = { - - implicit val valueCodec = new BinaryScalaCodec(BlueVerifiedAnnotationsV2) - - val underlyingStore = ManhattanRO - .getReadableStoreWithMtls[String, BlueVerifiedAnnotationsV2]( - ManhattanROConfig( - HDFSPath(""), - ApplicationID("content_recommender_athena"), - DatasetName("blue_verified_annotations"), - Athena), - manhattanKVClientMtlsParams - ) - - ObservedCachedReadableStore.from( - underlyingStore, - ttl = 24.hours, - maxKeys = 100000, - windowSize = 10000L, - cacheName = "blue_verified_annotation_cache" - )(statsReceiver.scope("inMemoryCachedBlueVerifiedAnnotationStore")) - } -} diff 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-import com.twitter.conversions.DurationOps._ -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.keyHasher -import com.twitter.finagle.memcached.{Client => MemcachedClient} -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.hermit.store.common.ObservedCachedReadableStore -import com.twitter.hermit.store.common.ObservedMemcachedReadableStore -import com.twitter.hermit.store.common.ObservedReadableStore -import com.twitter.inject.TwitterModule -import com.twitter.relevance_platform.common.injection.LZ4Injection -import com.twitter.relevance_platform.common.injection.SeqObjectInjection -import com.twitter.simclusters_v2.thriftscala.TopicId -import com.twitter.storehaus.ReadableStore -import com.twitter.strato.client.Client -import com.twitter.topic_recos.stores.CertoTopicTopKTweetsStore -import com.twitter.topic_recos.thriftscala.TweetWithScores - -object CertoStratoStoreModule extends TwitterModule { - - @Provides - @Singleton - @Named(ModuleNames.CertoStratoStoreName) - def providesCertoStratoStore( - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - stratoClient: Client, - statsReceiver: StatsReceiver - ): ReadableStore[TopicId, Seq[TweetWithScores]] = { - val certoStore = ObservedReadableStore(CertoTopicTopKTweetsStore.prodStore(stratoClient))( - statsReceiver.scope(ModuleNames.CertoStratoStoreName)).mapValues { topKTweetsWithScores => - topKTweetsWithScores.topTweetsByFollowerL2NormalizedCosineSimilarityScore - } - - val memCachedStore = ObservedMemcachedReadableStore - .fromCacheClient( - backingStore = certoStore, - cacheClient = crMixerUnifiedCacheClient, - ttl = 10.minutes - )( - valueInjection = LZ4Injection.compose(SeqObjectInjection[TweetWithScores]()), - statsReceiver = statsReceiver.scope("memcached_certo_store"), - keyToString = { k => s"certo:${keyHasher.hashKey(k.toString.getBytes)}" } - ) - - ObservedCachedReadableStore.from[TopicId, Seq[TweetWithScores]]( - memCachedStore, - ttl = 5.minutes, - maxKeys = 100000, // ~150MB max - cacheName = "certo_in_memory_cache", - windowSize = 10000L - )(statsReceiver.scope("certo_in_memory_cache")) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/ConsumersBasedUserAdGraphStoreModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/ConsumersBasedUserAdGraphStoreModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..59297ad48edfe7a7df11568e726980d452f69861 GIT binary patch literal 37044 zcmagEWmp~Awl<1ua1HM6?he7--3hvo;IQxj!9BRUySsY`?hXkAcmGzpd+*)7&pG%0 zDIVq=1Rz*-hpS@ruGYgS;i=$wb?KsjnGQ{CYRHxtY=qxdx$U{8bP4IiCY2>w!ToPJg+-(TsqwKugZ%#+zWWF~!!FtQQ5{kYZ5=MeF0U`t5_ZP@d2PV)fxcBb@ zs_vwpJB#*RR|E6RSON+Q6M;5W5y5q9cBoU(Dz!=n{tv{U+trC+kqO+GqE(tD8K)Xi#M5E>E z%Qy>w0Z7R=aegVTY~8bS|8g(f^hw&-U*ss(5lt;s(VP{BrvO>T3FBH^=5RW?EVeZR zyX~=E`J-O>1=EipaV0fF4~lD;$qw`Z9;*g{;+dA+4+o4C$~YSy6Bdn#VTg57u)*W~7IfxT`Hy&KUc|L~Qg&^mWx 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-import com.twitter.inject.TwitterModule -import com.twitter.simclusters_v2.thriftscala.TweetsWithScore -import com.twitter.storage.client.manhattan.kv.ManhattanKVClientMtlsParams -import com.twitter.storehaus.ReadableStore -import com.twitter.storehaus_internal.manhattan.Apollo -import com.twitter.storehaus_internal.manhattan.ManhattanRO -import com.twitter.storehaus_internal.manhattan.ManhattanROConfig -import com.twitter.storehaus_internal.util.ApplicationID -import com.twitter.storehaus_internal.util.DatasetName -import com.twitter.storehaus_internal.util.HDFSPath -import javax.inject.Named -import javax.inject.Singleton - -object DiffusionStoreModule extends TwitterModule { - type UserId = Long - implicit val longCodec = implicitly[Injection[Long, Array[Byte]]] - implicit val tweetRecsInjection: Injection[TweetsWithScore, Array[Byte]] = - BinaryScalaCodec(TweetsWithScore) - - @Provides - @Singleton - @Named(ModuleNames.RetweetBasedDiffusionRecsMhStore) - def retweetBasedDiffusionRecsMhStore( - serviceIdentifier: ServiceIdentifier - ): ReadableStore[Long, TweetsWithScore] = { - val manhattanROConfig = ManhattanROConfig( - HDFSPath(""), // not needed - ApplicationID("cr_mixer_apollo"), - DatasetName("diffusion_retweet_tweet_recs"), - Apollo - ) - - buildTweetRecsStore(serviceIdentifier, manhattanROConfig) - } - - private def buildTweetRecsStore( - serviceIdentifier: ServiceIdentifier, - manhattanROConfig: ManhattanROConfig - ): ReadableStore[Long, TweetsWithScore] = { - - ManhattanRO - .getReadableStoreWithMtls[Long, TweetsWithScore]( - manhattanROConfig, - ManhattanKVClientMtlsParams(serviceIdentifier) - )(longCodec, tweetRecsInjection) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/EarlybirdRecencyBasedCandidateStoreModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/EarlybirdRecencyBasedCandidateStoreModule.docx new file mode 100644 index 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-import com.twitter.cr_mixer.util.EarlybirdSearchUtil.GetCollectorTerminationParams -import com.twitter.cr_mixer.util.EarlybirdSearchUtil.GetEarlybirdQuery -import com.twitter.cr_mixer.util.EarlybirdSearchUtil.MetadataOptions -import com.twitter.finagle.memcached.{Client => MemcachedClient} -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.util.SeqLongInjection -import com.twitter.hashing.KeyHasher -import com.twitter.hermit.store.common.ObservedMemcachedReadableStore -import com.twitter.inject.TwitterModule -import com.twitter.search.common.query.thriftjava.thriftscala.CollectorParams -import com.twitter.search.earlybird.thriftscala.EarlybirdRequest -import com.twitter.search.earlybird.thriftscala.EarlybirdResponseCode -import com.twitter.search.earlybird.thriftscala.EarlybirdService -import com.twitter.search.earlybird.thriftscala.ThriftSearchQuery -import com.twitter.search.earlybird.thriftscala.ThriftSearchRankingMode -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.simclusters_v2.common.UserId -import com.twitter.storehaus.ReadableStore -import com.twitter.util.Duration -import com.twitter.util.Future -import javax.inject.Named - -object EarlybirdRecencyBasedCandidateStoreModule extends TwitterModule { - - @Provides - @Singleton - @Named(ModuleNames.EarlybirdRecencyBasedWithoutRetweetsRepliesTweetsCache) - def providesEarlybirdRecencyBasedWithoutRetweetsRepliesCandidateStore( - statsReceiver: StatsReceiver, - earlybirdSearchClient: EarlybirdService.MethodPerEndpoint, - @Named(ModuleNames.EarlybirdTweetsCache) earlybirdRecencyBasedTweetsCache: MemcachedClient, - timeoutConfig: TimeoutConfig - ): ReadableStore[UserId, Seq[TweetId]] = { - val stats = statsReceiver.scope("EarlybirdRecencyBasedWithoutRetweetsRepliesCandidateStore") - val underlyingStore = new ReadableStore[UserId, Seq[TweetId]] { - override def get(userId: UserId): Future[Option[Seq[TweetId]]] = { - // Home based EB filters out retweets and replies - val earlybirdRequest = - buildEarlybirdRequest( - userId, - FilterOutRetweetsAndReplies, - DefaultMaxNumTweetPerUser, - timeoutConfig.earlybirdServerTimeout) - getEarlybirdSearchResult(earlybirdSearchClient, earlybirdRequest, stats) - } - } - ObservedMemcachedReadableStore.fromCacheClient( - backingStore = underlyingStore, - cacheClient = earlybirdRecencyBasedTweetsCache, - ttl = MemcacheKeyTimeToLiveDuration, - asyncUpdate = true - )( - valueInjection = SeqLongInjection, - statsReceiver = statsReceiver.scope("earlybird_recency_based_tweets_home_memcache"), - keyToString = { k => - f"uEBRBHM:${keyHasher.hashKey(k.toString.getBytes)}%X" // prefix = EarlyBirdRecencyBasedHoMe - } - ) - } - - @Provides - @Singleton - @Named(ModuleNames.EarlybirdRecencyBasedWithRetweetsRepliesTweetsCache) - def providesEarlybirdRecencyBasedWithRetweetsRepliesCandidateStore( - statsReceiver: StatsReceiver, - earlybirdSearchClient: EarlybirdService.MethodPerEndpoint, - @Named(ModuleNames.EarlybirdTweetsCache) earlybirdRecencyBasedTweetsCache: MemcachedClient, - timeoutConfig: TimeoutConfig - ): ReadableStore[UserId, Seq[TweetId]] = { - val stats = statsReceiver.scope("EarlybirdRecencyBasedWithRetweetsRepliesCandidateStore") - val underlyingStore = new ReadableStore[UserId, Seq[TweetId]] { - override def get(userId: UserId): Future[Option[Seq[TweetId]]] = { - val earlybirdRequest = buildEarlybirdRequest( - userId, - // Notifications based EB keeps retweets and replies - NotFilterOutRetweetsAndReplies, - DefaultMaxNumTweetPerUser, - processingTimeout = timeoutConfig.earlybirdServerTimeout - ) - getEarlybirdSearchResult(earlybirdSearchClient, earlybirdRequest, stats) - } - } - ObservedMemcachedReadableStore.fromCacheClient( - backingStore = underlyingStore, - cacheClient = earlybirdRecencyBasedTweetsCache, - ttl = MemcacheKeyTimeToLiveDuration, - asyncUpdate = true - )( - valueInjection = SeqLongInjection, - statsReceiver = statsReceiver.scope("earlybird_recency_based_tweets_notifications_memcache"), - keyToString = { k => - f"uEBRBN:${keyHasher.hashKey(k.toString.getBytes)}%X" // prefix = EarlyBirdRecencyBasedNotifications - } - ) - } - - private val keyHasher: KeyHasher = KeyHasher.FNV1A_64 - - /** - * Note the DefaultMaxNumTweetPerUser is used to adjust the result size per cache entry. - * If the value changes, it will increase the size of the memcache. - */ - private val DefaultMaxNumTweetPerUser: Int = 100 - private val FilterOutRetweetsAndReplies = true - private val NotFilterOutRetweetsAndReplies = false - private val MemcacheKeyTimeToLiveDuration: Duration = Duration.fromMinutes(15) - - private def buildEarlybirdRequest( - seedUserId: UserId, - filterOutRetweetsAndReplies: Boolean, - maxNumTweetsPerSeedUser: Int, - processingTimeout: Duration - ): EarlybirdRequest = - EarlybirdRequest( - searchQuery = getThriftSearchQuery( - seedUserId = seedUserId, - filterOutRetweetsAndReplies = filterOutRetweetsAndReplies, - maxNumTweetsPerSeedUser = maxNumTweetsPerSeedUser, - processingTimeout = processingTimeout - ), - clientId = Some(EarlybirdClientId), - timeoutMs = processingTimeout.inMilliseconds.intValue(), - getOlderResults = Some(false), - adjustedProtectedRequestParams = None, - adjustedFullArchiveRequestParams = None, - getProtectedTweetsOnly = Some(false), - skipVeryRecentTweets = true, - ) - - private def getThriftSearchQuery( - seedUserId: UserId, - filterOutRetweetsAndReplies: Boolean, - maxNumTweetsPerSeedUser: Int, - processingTimeout: Duration - ): ThriftSearchQuery = ThriftSearchQuery( - serializedQuery = GetEarlybirdQuery( - None, - None, - Set.empty, - filterOutRetweetsAndReplies - ).map(_.serialize), - fromUserIDFilter64 = Some(Seq(seedUserId)), - numResults = maxNumTweetsPerSeedUser, - rankingMode = ThriftSearchRankingMode.Recency, - collectorParams = Some( - CollectorParams( - // numResultsToReturn defines how many results each EB shard will return to search root - numResultsToReturn = maxNumTweetsPerSeedUser, - // terminationParams.maxHitsToProcess is used for early terminating per shard results fetching. - terminationParams = - GetCollectorTerminationParams(maxNumTweetsPerSeedUser, processingTimeout) - )), - facetFieldNames = Some(FacetsToFetch), - resultMetadataOptions = Some(MetadataOptions), - searchStatusIds = None - ) - - private def getEarlybirdSearchResult( - earlybirdSearchClient: EarlybirdService.MethodPerEndpoint, - request: EarlybirdRequest, - statsReceiver: StatsReceiver - ): Future[Option[Seq[TweetId]]] = earlybirdSearchClient - .search(request) - .map { response => - response.responseCode match { - case EarlybirdResponseCode.Success => - val earlybirdSearchResult = - response.searchResults - .map { - _.results - .map(searchResult => searchResult.id) - } - statsReceiver.scope("result").stat("size").add(earlybirdSearchResult.size) - earlybirdSearchResult - case e => - statsReceiver.scope("failures").counter(e.getClass.getSimpleName).incr() - Some(Seq.empty) - } - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/EmbeddingStoreModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/EmbeddingStoreModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..85f016cc257601fd219723db5f457914df7f90db GIT binary patch literal 38029 zcmagEb9`Lg*EbxqF&o>qoiw)H*b_9inxwI9+v>zN8e0vTG`64Vb^UnX&-1?jocYW; zXMM5OnX~skvz6r_p)kR~z~I1=)3~*(Rg2@3!NI`BV8FmIKv6w$fWsGahc8Czo{r`& z2239IcFoBON^2shU(a8$QkaEEyv0$lDs~-d92w&ABx*Bnd32VUPvs#V?oG-j2< zV3^{w((iqV)*1x6d|IgV#3fD*46?Ke$skL83O5Rv&Mdh1CF4nDmZbLx=Lccx+Om8; zPIG~??A7)28KH-si{o(UzSQY_Jzmp$qJq^6%4_Y|Er6h zRB|E@pzdu#fPo=`K8>8s?Od3d{v4|lCS@U6Q3K9}Bu6Mq9a=ObidGCIjueW7deSD& zN*w&8OIEu&RU{0wv3rRQ&-Y9%7BdU+m+4FFg0)O^7J~AZdbPJ`FPnfy>u@RX9f71C z>boI2b{Ubkn;3(7w2f!8qBUX?Ms)Vl$YmkriD);7Uud*keHrHf zFaRm}7S3;_)$Kp++`l~tw|tQ{4iGtxb3{{1S2SbA;VD9val*I}mpPn{sfcUO!v6jQ 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zK}E$#`jP6z%*Lp0qk*VY^!2i-L*(u&!5#|4@{BB{f>66Alo4uk__Z6&n}*t4%sDMM zBIgUMjNHJFKA#&m;(}G)WxO|{uYzyydAYh$$@%1nAj*IwB@@fZCNZpo>EiJ5lA=s> z)z_zIM!WL?3d%sG~x&+W6cRj z&Yt;SvFDu7N^f-Kmra`FRoSyQ`0{RW!73(%@k4U>M|XJa1@hu#9oeUHCVq)Ef1;W1 zQV*omu485>Xudr2hlRZf!H(0qtUu9&k~XOlNsctaq6O=$z_|^Rit@EOfKRN?`j{17 zZMdO-IJn#Gyx_uNc`iY}_8a)}Fd20m!h7zISGPol1$4;Hc~fu4b8U)xVb1rN(!O3j zGL@2%aUVF{coP);6NPPMn|~qba;3*4b*S_ma-#PoJ7th6Z#KVA=gFL-%I3y&nRilPqcKG{Zzf4)7Kb?5}I(2S}RifG;o+e^SN=kH7r%S(SClJl1{&19ndi|7$Y4{P$F!E+5Yv83cFptdlRSo{*S)PH2e`EaZ&>kv` zjpnoV1TX0Yg~I!UlVHn#?;f{X{@a;osQlyTs2Bs3d$R+8&^~!M*z%v;#n11cyZ#(u zXmy7R0Q_B{oo9msv0XU;5rID7vmYe)#Y-O606XshyOP@1xwF8I{NE?v3psEUl1fFt zO;7~@M;i`6a384?Jl(#L05rxMv0bi&jsf(8l3(?B7NYS!G34`-P!6 api} -import com.twitter.simclusters_v2.thriftscala.CandidateTweetsList -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.simclusters_v2.thriftscala.InternalId -import com.twitter.storage.client.manhattan.kv.ManhattanKVClientMtlsParams -import com.twitter.storehaus.ReadableStore -import com.twitter.storehaus_internal.manhattan.Apollo -import com.twitter.storehaus_internal.manhattan.ManhattanRO -import com.twitter.storehaus_internal.manhattan.ManhattanROConfig -import com.twitter.storehaus_internal.util.ApplicationID -import com.twitter.storehaus_internal.util.DatasetName -import com.twitter.storehaus_internal.util.HDFSPath -import javax.inject.Named -import javax.inject.Singleton - -object EmbeddingStoreModule extends TwitterModule { - type UserId = Long - implicit val mbcgUserEmbeddingInjection: Injection[api.Embedding, Array[Byte]] = - CompactScalaCodec(api.Embedding) - implicit val tweetCandidatesInjection: Injection[CandidateTweetsList, Array[Byte]] = - CompactScalaCodec(CandidateTweetsList) - - final val TwHINEmbeddingRegularUpdateMhStoreName = "TwHINEmbeddingRegularUpdateMhStore" - @Provides - @Singleton - @Named(TwHINEmbeddingRegularUpdateMhStoreName) - def twHINEmbeddingRegularUpdateMhStore( - serviceIdentifier: ServiceIdentifier - ): ReadableStore[InternalId, api.Embedding] = { - val binaryEmbeddingInjection: Injection[api.Embedding, Array[Byte]] = - BinaryScalaCodec(api.Embedding) - - val longCodec = implicitly[Injection[Long, Array[Byte]]] - - ManhattanRO - .getReadableStoreWithMtls[TweetId, api.Embedding]( - ManhattanROConfig( - HDFSPath(""), // not needed - ApplicationID("cr_mixer_apollo"), - DatasetName("twhin_regular_update_tweet_embedding_apollo"), - Apollo - ), - ManhattanKVClientMtlsParams(serviceIdentifier) - )(longCodec, binaryEmbeddingInjection).composeKeyMapping[InternalId] { - case InternalId.TweetId(tweetId) => - tweetId - case _ => - throw new UnsupportedOperationException("Invalid Internal Id") - } - } - - final val ConsumerBasedTwHINEmbeddingRegularUpdateMhStoreName = - "ConsumerBasedTwHINEmbeddingRegularUpdateMhStore" - @Provides - @Singleton - @Named(ConsumerBasedTwHINEmbeddingRegularUpdateMhStoreName) - def consumerBasedTwHINEmbeddingRegularUpdateMhStore( - serviceIdentifier: ServiceIdentifier - ): ReadableStore[InternalId, api.Embedding] = { - val binaryEmbeddingInjection: Injection[api.Embedding, Array[Byte]] = - BinaryScalaCodec(api.Embedding) - - val longCodec = implicitly[Injection[Long, Array[Byte]]] - - ManhattanRO - .getReadableStoreWithMtls[UserId, api.Embedding]( - ManhattanROConfig( - HDFSPath(""), // not needed - ApplicationID("cr_mixer_apollo"), - DatasetName("twhin_user_embedding_regular_update_apollo"), - Apollo - ), - ManhattanKVClientMtlsParams(serviceIdentifier) - )(longCodec, binaryEmbeddingInjection).composeKeyMapping[InternalId] { - case InternalId.UserId(userId) => - userId - case _ => - throw new UnsupportedOperationException("Invalid Internal Id") - } - } - - final val TwoTowerFavConsumerEmbeddingMhStoreName = "TwoTowerFavConsumerEmbeddingMhStore" - @Provides - @Singleton - @Named(TwoTowerFavConsumerEmbeddingMhStoreName) - def twoTowerFavConsumerEmbeddingMhStore( - serviceIdentifier: ServiceIdentifier - ): ReadableStore[InternalId, api.Embedding] = { - val binaryEmbeddingInjection: Injection[api.Embedding, Array[Byte]] = - BinaryScalaCodec(api.Embedding) - - val longCodec = implicitly[Injection[Long, Array[Byte]]] - - ManhattanRO - .getReadableStoreWithMtls[UserId, api.Embedding]( - ManhattanROConfig( - HDFSPath(""), // not needed - ApplicationID("cr_mixer_apollo"), - DatasetName("two_tower_fav_user_embedding_apollo"), - Apollo - ), - ManhattanKVClientMtlsParams(serviceIdentifier) - )(longCodec, binaryEmbeddingInjection).composeKeyMapping[InternalId] { - case InternalId.UserId(userId) => - userId - case _ => - throw new UnsupportedOperationException("Invalid Internal Id") - } - } - - final val DebuggerDemoUserEmbeddingMhStoreName = "DebuggerDemoUserEmbeddingMhStoreName" - @Provides - @Singleton - @Named(DebuggerDemoUserEmbeddingMhStoreName) - def debuggerDemoUserEmbeddingStore( - serviceIdentifier: ServiceIdentifier - ): ReadableStore[InternalId, api.Embedding] = { - // This dataset is from src/scala/com/twitter/wtf/beam/bq_embedding_export/sql/MlfExperimentalUserEmbeddingScalaDataset.sql - // Change the above sql if you want to use a diff embedding - val manhattanROConfig = ManhattanROConfig( - HDFSPath(""), // not needed - ApplicationID("cr_mixer_apollo"), - DatasetName("experimental_user_embedding"), - Apollo - ) - buildUserEmbeddingStore(serviceIdentifier, manhattanROConfig) - } - - final val DebuggerDemoTweetEmbeddingMhStoreName = "DebuggerDemoTweetEmbeddingMhStore" - @Provides - @Singleton - @Named(DebuggerDemoTweetEmbeddingMhStoreName) - def debuggerDemoTweetEmbeddingStore( - serviceIdentifier: ServiceIdentifier - ): ReadableStore[InternalId, api.Embedding] = { - // This dataset is from src/scala/com/twitter/wtf/beam/bq_embedding_export/sql/MlfExperimentalTweetEmbeddingScalaDataset.sql - // Change the above sql if you want to use a diff embedding - val manhattanROConfig = ManhattanROConfig( - HDFSPath(""), // not needed - ApplicationID("cr_mixer_apollo"), - DatasetName("experimental_tweet_embedding"), - Apollo - ) - buildTweetEmbeddingStore(serviceIdentifier, manhattanROConfig) - } - - private def buildUserEmbeddingStore( - serviceIdentifier: ServiceIdentifier, - manhattanROConfig: ManhattanROConfig - ): ReadableStore[InternalId, api.Embedding] = { - val binaryEmbeddingInjection: Injection[api.Embedding, Array[Byte]] = - BinaryScalaCodec(api.Embedding) - - val longCodec = implicitly[Injection[Long, Array[Byte]]] - ManhattanRO - .getReadableStoreWithMtls[UserId, api.Embedding]( - manhattanROConfig, - ManhattanKVClientMtlsParams(serviceIdentifier) - )(longCodec, binaryEmbeddingInjection).composeKeyMapping[InternalId] { - case InternalId.UserId(userId) => - userId - case _ => - throw new UnsupportedOperationException("Invalid Internal Id") - } - } - - private def buildTweetEmbeddingStore( - serviceIdentifier: ServiceIdentifier, - manhattanROConfig: ManhattanROConfig - ): ReadableStore[InternalId, api.Embedding] = { - val binaryEmbeddingInjection: Injection[api.Embedding, Array[Byte]] = - BinaryScalaCodec(api.Embedding) - - val longCodec = implicitly[Injection[Long, Array[Byte]]] - - ManhattanRO - .getReadableStoreWithMtls[TweetId, api.Embedding]( - manhattanROConfig, - ManhattanKVClientMtlsParams(serviceIdentifier) - )(longCodec, binaryEmbeddingInjection).composeKeyMapping[InternalId] { - case InternalId.TweetId(tweetId) => - tweetId - case _ => - throw new UnsupportedOperationException("Invalid Internal Id") - } - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/FrsStoreModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/FrsStoreModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..a56187e403788814afd55cd25a59751ef1a841d0 GIT binary patch literal 37080 zcmagEWmsIvwm*z(a1HM6?hb+A?ruRF2@Z`1cMI1`G@XG^#5Ou>Wjs|JhK@ z!@=BHpUK_MwlPUwaZLpE%h?N7GP4kgmpBSm*{%bP14A61M0NTNkM=V2i5$ek-2`8l 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b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/RealGraphOonStoreModule.scala deleted file mode 100644 index 3d9a71a1c..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/RealGraphOonStoreModule.scala +++ /dev/null @@ -1,39 +0,0 @@ -package com.twitter.cr_mixer.module - -import com.google.inject.Provides -import com.twitter.app.Flag -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.store.strato.StratoFetchableStore -import com.twitter.hermit.store.common.ObservedReadableStore -import com.twitter.inject.TwitterModule -import com.twitter.simclusters_v2.common.UserId -import com.twitter.storehaus.ReadableStore -import javax.inject.Named -import javax.inject.Singleton -import com.twitter.strato.client.{Client => StratoClient} -import com.twitter.wtf.candidate.thriftscala.CandidateSeq - -object RealGraphOonStoreModule extends TwitterModule { - - private val userRealGraphOonColumnPath: Flag[String] = flag[String]( - name = "crMixer.userRealGraphOonColumnPath", - default = "recommendations/twistly/userRealgraphOon", - help = "Strato column path for user real graph OON Store" - ) - - @Provides - @Singleton - @Named(ModuleNames.RealGraphOonStore) - def providesRealGraphOonStore( - stratoClient: StratoClient, - statsReceiver: StatsReceiver - ): ReadableStore[UserId, CandidateSeq] = { - val realGraphOonStratoFetchableStore = StratoFetchableStore - .withUnitView[UserId, CandidateSeq](stratoClient, userRealGraphOonColumnPath()) - - ObservedReadableStore( - realGraphOonStratoFetchableStore - )(statsReceiver.scope("user_real_graph_oon_store")) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/RealGraphStoreMhModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/RealGraphStoreMhModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..5be60149c1984c1078387e10e422c3a37fc0ebee GIT 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com.twitter.storehaus_internal.util.DatasetName -import com.twitter.storehaus_internal.util.HDFSPath -import com.twitter.bijection.scrooge.BinaryScalaCodec -import com.twitter.cr_mixer.param.decider.DeciderKey -import com.twitter.hermit.store.common.DeciderableReadableStore -import com.twitter.hermit.store.common.ObservedMemcachedReadableStore -import com.twitter.wtf.candidate.thriftscala.CandidateSeq - -object RealGraphStoreMhModule extends TwitterModule { - - @Provides - @Singleton - @Named(ModuleNames.RealGraphInStore) - def providesRealGraphStoreMh( - decider: CrMixerDecider, - statsReceiver: StatsReceiver, - manhattanKVClientMtlsParams: ManhattanKVClientMtlsParams, - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - ): ReadableStore[UserId, CandidateSeq] = { - - implicit val valueCodec = new BinaryScalaCodec(CandidateSeq) - val underlyingStore = ManhattanRO - .getReadableStoreWithMtls[UserId, CandidateSeq]( - ManhattanROConfig( - HDFSPath(""), - ApplicationID("cr_mixer_apollo"), - DatasetName("real_graph_scores_apollo"), - Apollo), - manhattanKVClientMtlsParams - ) - - val memCachedStore = ObservedMemcachedReadableStore - .fromCacheClient( - backingStore = underlyingStore, - cacheClient = crMixerUnifiedCacheClient, - ttl = 24.hours, - )( - valueInjection = valueCodec, - statsReceiver = statsReceiver.scope("memCachedUserRealGraphMh"), - keyToString = { k: UserId => s"uRGraph/$k" } - ) - - DeciderableReadableStore( - memCachedStore, - decider.deciderGateBuilder.idGate(DeciderKey.enableRealGraphMhStoreDeciderKey), - statsReceiver.scope("RealGraphMh") - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/RepresentationManagerModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/RepresentationManagerModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..5ef151b58f27f5314e7bab4edeb75e7e3035ba97 GIT binary patch literal 37507 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com.twitter.representation_manager.thriftscala.SimClustersEmbeddingView -import com.twitter.simclusters_v2.thriftscala.EmbeddingType -import com.twitter.simclusters_v2.thriftscala.ModelVersion -import com.google.inject.Provides -import com.google.inject.Singleton -import javax.inject.Named -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.frigate.common.store.strato.StratoFetchableStore -import com.twitter.hermit.store.common.ObservedReadableStore -import com.twitter.simclusters_v2.thriftscala.{SimClustersEmbedding => ThriftSimClustersEmbedding} - -object RepresentationManagerModule extends TwitterModule { - private val ColPathPrefix = "recommendations/representation_manager/" - private val SimclustersTweetColPath = ColPathPrefix + "simClustersEmbedding.Tweet" - private val SimclustersUserColPath = ColPathPrefix + "simClustersEmbedding.User" - - @Provides - @Singleton - @Named(ModuleNames.RmsTweetLogFavLongestL2EmbeddingStore) - def providesRepresentationManagerTweetStore( - statsReceiver: StatsReceiver, - stratoClient: StratoClient, - ): ReadableStore[TweetId, SimClustersEmbedding] = { - ObservedReadableStore( - StratoFetchableStore - .withView[Long, SimClustersEmbeddingView, ThriftSimClustersEmbedding]( - stratoClient, - SimclustersTweetColPath, - SimClustersEmbeddingView( - EmbeddingType.LogFavLongestL2EmbeddingTweet, - ModelVersion.Model20m145k2020)) - .mapValues(SimClustersEmbedding(_)))( - statsReceiver.scope("rms_tweet_log_fav_longest_l2_store")) - } - - @Provides - @Singleton - @Named(ModuleNames.RmsUserFavBasedProducerEmbeddingStore) - def providesRepresentationManagerUserFavBasedProducerEmbeddingStore( - statsReceiver: StatsReceiver, - stratoClient: StratoClient, - ): ReadableStore[UserId, SimClustersEmbedding] = { - ObservedReadableStore( - StratoFetchableStore - .withView[Long, SimClustersEmbeddingView, ThriftSimClustersEmbedding]( - stratoClient, - SimclustersUserColPath, - SimClustersEmbeddingView( - EmbeddingType.FavBasedProducer, - ModelVersion.Model20m145k2020 - ) - ) - .mapValues(SimClustersEmbedding(_)))( - statsReceiver.scope("rms_user_fav_based_producer_store")) - } - - @Provides - @Singleton - @Named(ModuleNames.RmsUserLogFavInterestedInEmbeddingStore) - def providesRepresentationManagerUserLogFavConsumerEmbeddingStore( - statsReceiver: StatsReceiver, - stratoClient: StratoClient, - ): ReadableStore[UserId, SimClustersEmbedding] = { - ObservedReadableStore( - StratoFetchableStore - .withView[Long, SimClustersEmbeddingView, ThriftSimClustersEmbedding]( - stratoClient, - SimclustersUserColPath, - SimClustersEmbeddingView( - EmbeddingType.LogFavBasedUserInterestedIn, - ModelVersion.Model20m145k2020 - ) - ) - .mapValues(SimClustersEmbedding(_)))( - statsReceiver.scope("rms_user_log_fav_interestedin_store")) - } - - @Provides - @Singleton - @Named(ModuleNames.RmsUserFollowInterestedInEmbeddingStore) - def providesRepresentationManagerUserFollowInterestedInEmbeddingStore( - statsReceiver: StatsReceiver, - stratoClient: StratoClient, - ): ReadableStore[UserId, SimClustersEmbedding] = { - ObservedReadableStore( - StratoFetchableStore - .withView[Long, SimClustersEmbeddingView, ThriftSimClustersEmbedding]( - stratoClient, - SimclustersUserColPath, - SimClustersEmbeddingView( - EmbeddingType.FollowBasedUserInterestedIn, - ModelVersion.Model20m145k2020 - ) - ) - .mapValues(SimClustersEmbedding(_)))( - statsReceiver.scope("rms_user_follow_interestedin_store")) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/RepresentationScorerModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/RepresentationScorerModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..2e00f18bfe2f343195745aacbc5cb2e136c21354 GIT binary patch literal 37441 zcmagEWmp}_wm*!!dvJGm2`+))?ruRh?k)j>dvJGm*|@s|cMFg}aQFYt%$##(&b{}2 zzcde3wSKZz@2cwVQj&#)!U6*Wg9A(c%A-}KQWT#I4hA*`0|tf(YSk47*t?k9yBMl@ 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a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/RepresentationScorerModule.scala +++ /dev/null @@ -1,56 +0,0 @@ -package com.twitter.cr_mixer.module - -import com.twitter.inject.TwitterModule -import com.twitter.simclusters_v2.thriftscala.EmbeddingType -import com.twitter.simclusters_v2.thriftscala.InternalId -import com.twitter.simclusters_v2.thriftscala.ModelVersion -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.store.strato.StratoFetchableStore -import com.twitter.simclusters_v2.common.UserId -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.strato.client.{Client => StratoClient} -import com.twitter.storehaus.ReadableStore -import com.twitter.simclusters_v2.thriftscala.ScoringAlgorithm -import com.google.inject.Provides -import com.google.inject.Singleton -import com.twitter.hermit.store.common.ObservedReadableStore -import javax.inject.Named -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.representationscorer.thriftscala.ListScoreId - -object RepresentationScorerModule extends TwitterModule { - - private val rsxColumnPath = "recommendations/representation_scorer/listScore" - - private final val SimClusterModelVersion = ModelVersion.Model20m145k2020 - private final val TweetEmbeddingType = EmbeddingType.LogFavBasedTweet - - @Provides - @Singleton - @Named(ModuleNames.RsxStore) - def providesRepresentationScorerStore( - statsReceiver: StatsReceiver, - stratoClient: StratoClient, - ): ReadableStore[(UserId, TweetId), Double] = { - ObservedReadableStore( - StratoFetchableStore - .withUnitView[ListScoreId, Double](stratoClient, rsxColumnPath).composeKeyMapping[( - UserId, - TweetId - )] { key => - representationScorerStoreKeyMapping(key._1, key._2) - } - )(statsReceiver.scope("rsx_store")) - } - - private def representationScorerStoreKeyMapping(t1: TweetId, t2: TweetId): ListScoreId = { - ListScoreId( - algorithm = ScoringAlgorithm.PairEmbeddingLogCosineSimilarity, - modelVersion = SimClusterModelVersion, - targetEmbeddingType = TweetEmbeddingType, - targetId = InternalId.TweetId(t1), - candidateEmbeddingType = TweetEmbeddingType, - candidateIds = Seq(InternalId.TweetId(t2)) - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/SampleSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/SampleSimilarityEngineModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..fd9f3bab4135197f326ad5f22c82f635700a1b4d GIT binary patch literal 37455 zcmagEWmsIvwm*!!dvJGmcL)S`m!Lr#2@Z`1cMI0=A1Kg?!E8( zW%E$A)=$>jT~)n%E6YJbVS#~x!GR@x<_3~^e>PJ0 za4>f^V0O2&ZA?;7S`|h6a`u9q%py$cC4q`vw&OtSz!--wS)G2vtFy#%A`kI!H^CpK zF{2y;!yK29dgnvDS|`-y-9)V?A$ek8kfD`N4q5D-zn;f@YQeK76-Oq!D6>m6HwaVH zlHvVsnj4&Tx2B)p2qXARJV!SmN&5jTnx-;F6N6+Z7*17a3_7$re}*TwgTg^w^=O1< zm*Lain6m53gs&UO`yiSRDn*;CtRlpky5P1klmclNlt!q_KCzRC)*9_21pm6~<5sKP-hB-p$P_*iC5o 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a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/SampleSimilarityEngineModule.scala +++ /dev/null @@ -1,90 +0,0 @@ -package com.twitter.cr_mixer.module - -import com.google.inject.Provides -import com.twitter.cr_mixer.config.TimeoutConfig -import com.twitter.cr_mixer.similarity_engine.StandardSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.LookupSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.GatingConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.inject.TwitterModule -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.simclusters_v2.common.UserId -import com.twitter.storehaus.ReadableStore -import javax.inject.Singleton - -/** - * In this example we build a [[StandardSimilarityEngine]] to wrap a dummy store - */ -object SimpleSimilarityEngineModule extends TwitterModule { - @Provides - @Singleton - def providesSimpleSimilarityEngine( - timeoutConfig: TimeoutConfig, - globalStats: StatsReceiver - ): StandardSimilarityEngine[UserId, (TweetId, Double)] = { - // Inject your readableStore implementation here - val dummyStore = ReadableStore.fromMap( - Map( - 1L -> Seq((100L, 1.0), (101L, 1.0)), - 2L -> Seq((200L, 2.0), (201L, 2.0)), - 3L -> Seq((300L, 3.0), (301L, 3.0)) - )) - - new StandardSimilarityEngine[UserId, (TweetId, Double)]( - implementingStore = dummyStore, - identifier = SimilarityEngineType.EnumUnknownSimilarityEngineType(9997), - globalStats = globalStats, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = None, - enableFeatureSwitch = None - ) - ) - ) - } -} - -/** - * In this example we build a [[LookupSimilarityEngine]] to wrap a dummy store with 2 versions - */ -object LookupSimilarityEngineModule extends TwitterModule { - @Provides - @Singleton - def providesLookupSimilarityEngine( - timeoutConfig: TimeoutConfig, - globalStats: StatsReceiver - ): LookupSimilarityEngine[UserId, (TweetId, Double)] = { - // Inject your readableStore implementation here - val dummyStoreV1 = ReadableStore.fromMap( - Map( - 1L -> Seq((100L, 1.0), (101L, 1.0)), - 2L -> Seq((200L, 2.0), (201L, 2.0)), - )) - - val dummyStoreV2 = ReadableStore.fromMap( - Map( - 1L -> Seq((100L, 1.0), (101L, 1.0)), - 2L -> Seq((200L, 2.0), (201L, 2.0)), - )) - - new LookupSimilarityEngine[UserId, (TweetId, Double)]( - versionedStoreMap = Map( - "V1" -> dummyStoreV1, - "V2" -> dummyStoreV2 - ), - identifier = SimilarityEngineType.EnumUnknownSimilarityEngineType(9998), - globalStats = globalStats, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = None, - enableFeatureSwitch = None - ) - ) - ) - } - -} diff --git 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HcmV?d00001 diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/SimClustersANNServiceNameToClientMapper.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/SimClustersANNServiceNameToClientMapper.scala deleted file mode 100644 index 305839816..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/SimClustersANNServiceNameToClientMapper.scala +++ /dev/null @@ -1,33 +0,0 @@ -package com.twitter.cr_mixer.module - -import com.google.inject.Provides -import com.google.inject.Singleton -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.inject.TwitterModule -import com.twitter.simclustersann.thriftscala.SimClustersANNService -import javax.inject.Named - -object SimClustersANNServiceNameToClientMapper extends TwitterModule { - - @Provides - @Singleton - def providesSimClustersANNServiceNameToClientMapping( - @Named(ModuleNames.ProdSimClustersANNServiceClientName) simClustersANNServiceProd: SimClustersANNService.MethodPerEndpoint, - @Named(ModuleNames.ExperimentalSimClustersANNServiceClientName) simClustersANNServiceExperimental: SimClustersANNService.MethodPerEndpoint, - @Named(ModuleNames.SimClustersANNServiceClientName1) simClustersANNService1: SimClustersANNService.MethodPerEndpoint, - @Named(ModuleNames.SimClustersANNServiceClientName2) simClustersANNService2: SimClustersANNService.MethodPerEndpoint, - @Named(ModuleNames.SimClustersANNServiceClientName3) simClustersANNService3: SimClustersANNService.MethodPerEndpoint, - @Named(ModuleNames.SimClustersANNServiceClientName5) simClustersANNService5: SimClustersANNService.MethodPerEndpoint, - @Named(ModuleNames.SimClustersANNServiceClientName4) simClustersANNService4: SimClustersANNService.MethodPerEndpoint - ): Map[String, SimClustersANNService.MethodPerEndpoint] = { - Map[String, SimClustersANNService.MethodPerEndpoint]( - "simclusters-ann" -> simClustersANNServiceProd, - "simclusters-ann-experimental" -> simClustersANNServiceExperimental, - "simclusters-ann-1" -> simClustersANNService1, - "simclusters-ann-2" -> simClustersANNService2, - "simclusters-ann-3" -> simClustersANNService3, - "simclusters-ann-5" -> simClustersANNService5, - "simclusters-ann-4" -> simClustersANNService4 - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/SkitStratoStoreModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/SkitStratoStoreModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..35713ec9263915673a4e1a8cf6f349665722d74f GIT binary patch literal 37612 zcmagEWmsIvwm*!!dvJGmcL*f7I|L2dNN{L8xLa^{cSz&zgy3#L0>Rz?otZi3%$$4g z`+jL2s@D3+TDy1E-d!s1p$1UG>q<3VFCzP(qxaQYgWII-Xy1yM4 z4A-1i358>g&rG}ZC0(f(>GWx))t8b!HZ;uCE}(=i@hMo#XFajx+m(r@kYAA7A(g0ZWBxm&Q_XE z^(#F^XdZ*e0F3WH?7Lar$F#W);p)qxuGIC`v1~$q90P2FX=`T=ptH4K9fWd^R#HNgJ3Glr-9ZFI9UgrkuF9}F1`L;_Ni_iy%_j})+qdo3@fL$iI zLkXz9m3!(a-gR9G%r{eDPGQi0P9`bD?27;J=>33PQt?JwwC8D|WNlY$^p-OJ5l7Jo 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com.twitter.cr_mixer.similarity_engine.SimilarityEngine.keyHasher -import com.twitter.finagle.memcached.{Client => MemcachedClient} -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.store.strato.StratoFetchableStore -import com.twitter.hermit.store.common.ObservedCachedReadableStore -import com.twitter.hermit.store.common.ObservedMemcachedReadableStore -import com.twitter.hermit.store.common.ObservedReadableStore -import com.twitter.inject.TwitterModule -import com.twitter.relevance_platform.common.injection.LZ4Injection -import com.twitter.relevance_platform.common.injection.SeqObjectInjection -import com.twitter.storehaus.ReadableStore -import com.twitter.strato.client.Client -import com.twitter.topic_recos.thriftscala.TopicTopTweets -import com.twitter.topic_recos.thriftscala.TopicTweet -import com.twitter.topic_recos.thriftscala.TopicTweetPartitionFlatKey - -/** - * Strato store that wraps the topic top tweets pipeline indexed from a Summingbird job - */ -object SkitStratoStoreModule extends TwitterModule { - - val column = "recommendations/topic_recos/topicTopTweets" - - @Provides - @Singleton - @Named(ModuleNames.SkitStratoStoreName) - def providesSkitStratoStore( - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - stratoClient: Client, - statsReceiver: StatsReceiver - ): ReadableStore[TopicTweetPartitionFlatKey, Seq[TopicTweet]] = { - val skitStore = ObservedReadableStore( - StratoFetchableStore - .withUnitView[TopicTweetPartitionFlatKey, TopicTopTweets](stratoClient, column))( - statsReceiver.scope(ModuleNames.SkitStratoStoreName)).mapValues { topicTopTweets => - topicTopTweets.topTweets - } - - val memCachedStore = ObservedMemcachedReadableStore - .fromCacheClient( - backingStore = skitStore, - cacheClient = crMixerUnifiedCacheClient, - ttl = 10.minutes - )( - valueInjection = LZ4Injection.compose(SeqObjectInjection[TopicTweet]()), - statsReceiver = statsReceiver.scope("memcached_skit_store"), - keyToString = { k => s"skit:${keyHasher.hashKey(k.toString.getBytes)}" } - ) - - ObservedCachedReadableStore.from[TopicTweetPartitionFlatKey, Seq[TopicTweet]]( - memCachedStore, - ttl = 5.minutes, - maxKeys = 100000, // ~150MB max - cacheName = "skit_in_memory_cache", - windowSize = 10000L - )(statsReceiver.scope("skit_in_memory_cache")) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/StrongTiePredictionStoreModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/StrongTiePredictionStoreModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..435d5011d1e1f6b4c8405562a9ed2e3fb0e511cd GIT binary patch literal 37227 zcmagEWmsIvwm*!!dvJGmcL)S`m!Lr#cN!1w0fM``ySsr2POELsJ>6i9s?H0;ei81|3$NKf{yTLE)gTdNe|_ z%kXJ$Oxf*a!q1)jLBd}u>t%_VS~Jro9ic6N_iMQExrX#-9HAosn=3D#TYlT`HWkTepa4Gf_IM; zP<1Es+*!2ex*C{gD$kfqr}vUXRDj+c|MAKD5wW=ZouqK@^J4M(p2*l8dEOJ2f+3jl zKdR_SEhl;ps@?_!7#Jex)5yu()|rL*_q8%%@&hCrn*W)w)Cg6veUpY{!Lp&`p+bRh 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StratoClient} -import javax.inject.Named - -object StrongTiePredictionStoreModule extends TwitterModule { - - private val strongTiePredictionColumnPath: Flag[String] = flag[String]( - name = "crMixer.strongTiePredictionColumnPath", - default = "onboarding/userrecs/strong_tie_prediction_big", - help = "Strato column path for StrongTiePredictionStore" - ) - - @Provides - @Singleton - @Named(ModuleNames.StpStore) - def providesStrongTiePredictionStore( - statsReceiver: StatsReceiver, - stratoClient: StratoClient, - ): ReadableStore[UserId, STPResult] = { - val strongTiePredictionStratoFetchableStore = StratoFetchableStore - .withUnitView[UserId, STPResult](stratoClient, strongTiePredictionColumnPath()) - - ObservedReadableStore( - strongTiePredictionStratoFetchableStore - )(statsReceiver.scope("strong_tie_prediction_big_store")) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/TripCandidateStoreModule.docx 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com.twitter.trends.trip_v1.trip_tweets.thriftscala.TripTweet -import com.twitter.trends.trip_v1.trip_tweets.thriftscala.TripTweets -import com.twitter.trends.trip_v1.trip_tweets.thriftscala.TripDomain -import javax.inject.Named - -object TripCandidateStoreModule extends TwitterModule { - private val stratoColumn = "trends/trip/tripTweetsDataflowProd" - - @Provides - @Named(ModuleNames.TripCandidateStore) - def providesSimClustersTripCandidateStore( - statsReceiver: StatsReceiver, - stratoClient: StratoClient - ): ReadableStore[TripDomain, Seq[TripTweet]] = { - val tripCandidateStratoFetchableStore = - StratoFetchableStore - .withUnitView[TripDomain, TripTweets](stratoClient, stratoColumn) - .mapValues(_.tweets) - - ObservedReadableStore( - tripCandidateStratoFetchableStore - )(statsReceiver.scope("simclusters_trip_candidate_store")) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/TweetInfoStoreModule.docx 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zCojAl$!p->faS52^6lII0qT~L+yDRo literal 0 HcmV?d00001 diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/TweetInfoStoreModule.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/TweetInfoStoreModule.scala deleted file mode 100644 index a3a794e8e..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/TweetInfoStoreModule.scala +++ /dev/null @@ -1,205 +0,0 @@ -package com.twitter.cr_mixer.module - -import com.google.inject.Module -import com.google.inject.Provides -import com.google.inject.Singleton -import com.twitter.bijection.scrooge.BinaryScalaCodec -import com.twitter.contentrecommender.thriftscala.TweetInfo -import com.twitter.conversions.DurationOps._ -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.finagle.memcached.{Client => MemcachedClient} -import com.twitter.finagle.mtls.authentication.ServiceIdentifier -import com.twitter.frigate.common.store.health.TweetHealthModelStore -import com.twitter.frigate.common.store.health.TweetHealthModelStore.TweetHealthModelStoreConfig -import com.twitter.frigate.common.store.health.UserHealthModelStore -import com.twitter.frigate.thriftscala.TweetHealthScores -import com.twitter.frigate.thriftscala.UserAgathaScores -import com.twitter.hermit.store.common.DeciderableReadableStore -import com.twitter.hermit.store.common.ObservedCachedReadableStore -import com.twitter.hermit.store.common.ObservedMemcachedReadableStore -import com.twitter.hermit.store.common.ObservedReadableStore -import com.twitter.inject.TwitterModule -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.simclusters_v2.common.UserId -import com.twitter.storehaus.ReadableStore -import com.twitter.strato.client.{Client => StratoClient} -import com.twitter.contentrecommender.store.TweetInfoStore -import com.twitter.contentrecommender.store.TweetyPieFieldsStore -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.param.decider.CrMixerDecider -import com.twitter.cr_mixer.param.decider.DeciderKey -import com.twitter.frigate.data_pipeline.scalding.thriftscala.BlueVerifiedAnnotationsV2 -import com.twitter.recos.user_tweet_graph_plus.thriftscala.UserTweetGraphPlus -import com.twitter.recos.user_tweet_graph_plus.thriftscala.TweetEngagementScores -import com.twitter.relevance_platform.common.health_store.UserMediaRepresentationHealthStore -import com.twitter.relevance_platform.common.health_store.MagicRecsRealTimeAggregatesStore -import com.twitter.relevance_platform.thriftscala.MagicRecsRealTimeAggregatesScores -import com.twitter.relevance_platform.thriftscala.UserMediaRepresentationScores -import com.twitter.storage.client.manhattan.kv.ManhattanKVClientMtlsParams -import com.twitter.tweetypie.thriftscala.TweetService -import com.twitter.util.Future -import com.twitter.util.JavaTimer -import com.twitter.util.Timer - -import javax.inject.Named - -object TweetInfoStoreModule extends TwitterModule { - implicit val timer: Timer = new JavaTimer(true) - override def modules: Seq[Module] = Seq(UnifiedCacheClient) - - @Provides - @Singleton - def providesTweetInfoStore( - statsReceiver: StatsReceiver, - serviceIdentifier: ServiceIdentifier, - stratoClient: StratoClient, - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - manhattanKVClientMtlsParams: ManhattanKVClientMtlsParams, - tweetyPieService: TweetService.MethodPerEndpoint, - userTweetGraphPlusService: UserTweetGraphPlus.MethodPerEndpoint, - @Named(ModuleNames.BlueVerifiedAnnotationStore) blueVerifiedAnnotationStore: ReadableStore[ - String, - BlueVerifiedAnnotationsV2 - ], - decider: CrMixerDecider - ): ReadableStore[TweetId, TweetInfo] = { - - val tweetEngagementScoreStore: ReadableStore[TweetId, TweetEngagementScores] = { - val underlyingStore = - ObservedReadableStore(new ReadableStore[TweetId, TweetEngagementScores] { - override def get( - k: TweetId - ): Future[Option[TweetEngagementScores]] = { - userTweetGraphPlusService.tweetEngagementScore(k).map { - Some(_) - } - } - })(statsReceiver.scope("UserTweetGraphTweetEngagementScoreStore")) - - DeciderableReadableStore( - underlyingStore, - decider.deciderGateBuilder.idGate( - DeciderKey.enableUtgRealTimeTweetEngagementScoreDeciderKey), - statsReceiver.scope("UserTweetGraphTweetEngagementScoreStore") - ) - - } - - val tweetHealthModelStore: ReadableStore[TweetId, TweetHealthScores] = { - val underlyingStore = TweetHealthModelStore.buildReadableStore( - stratoClient, - Some( - TweetHealthModelStoreConfig( - enablePBlock = true, - enableToxicity = true, - enablePSpammy = true, - enablePReported = true, - enableSpammyTweetContent = true, - enablePNegMultimodal = true, - )) - )(statsReceiver.scope("UnderlyingTweetHealthModelStore")) - - DeciderableReadableStore( - ObservedMemcachedReadableStore.fromCacheClient( - backingStore = underlyingStore, - cacheClient = crMixerUnifiedCacheClient, - ttl = 2.hours - )( - valueInjection = BinaryScalaCodec(TweetHealthScores), - statsReceiver = statsReceiver.scope("memCachedTweetHealthModelStore"), - keyToString = { k: TweetId => s"tHMS/$k" } - ), - decider.deciderGateBuilder.idGate(DeciderKey.enableHealthSignalsScoreDeciderKey), - statsReceiver.scope("TweetHealthModelStore") - ) // use s"tHMS/$k" instead of s"tweetHealthModelStore/$k" to differentiate from CR cache - } - - val userHealthModelStore: ReadableStore[UserId, UserAgathaScores] = { - val underlyingStore = UserHealthModelStore.buildReadableStore(stratoClient)( - statsReceiver.scope("UnderlyingUserHealthModelStore")) - DeciderableReadableStore( - ObservedMemcachedReadableStore.fromCacheClient( - backingStore = underlyingStore, - cacheClient = crMixerUnifiedCacheClient, - ttl = 18.hours - )( - valueInjection = BinaryScalaCodec(UserAgathaScores), - statsReceiver = statsReceiver.scope("memCachedUserHealthModelStore"), - keyToString = { k: UserId => s"uHMS/$k" } - ), - decider.deciderGateBuilder.idGate(DeciderKey.enableUserAgathaScoreDeciderKey), - statsReceiver.scope("UserHealthModelStore") - ) - } - - val userMediaRepresentationHealthStore: ReadableStore[UserId, UserMediaRepresentationScores] = { - val underlyingStore = - UserMediaRepresentationHealthStore.buildReadableStore( - manhattanKVClientMtlsParams, - statsReceiver.scope("UnderlyingUserMediaRepresentationHealthStore") - ) - DeciderableReadableStore( - ObservedMemcachedReadableStore.fromCacheClient( - backingStore = underlyingStore, - cacheClient = crMixerUnifiedCacheClient, - ttl = 12.hours - )( - valueInjection = BinaryScalaCodec(UserMediaRepresentationScores), - statsReceiver = statsReceiver.scope("memCacheUserMediaRepresentationHealthStore"), - keyToString = { k: UserId => s"uMRHS/$k" } - ), - decider.deciderGateBuilder.idGate(DeciderKey.enableUserMediaRepresentationStoreDeciderKey), - statsReceiver.scope("UserMediaRepresentationHealthStore") - ) - } - - val magicRecsRealTimeAggregatesStore: ReadableStore[ - TweetId, - MagicRecsRealTimeAggregatesScores - ] = { - val underlyingStore = - MagicRecsRealTimeAggregatesStore.buildReadableStore( - serviceIdentifier, - statsReceiver.scope("UnderlyingMagicRecsRealTimeAggregatesScores") - ) - DeciderableReadableStore( - underlyingStore, - decider.deciderGateBuilder.idGate(DeciderKey.enableMagicRecsRealTimeAggregatesStore), - statsReceiver.scope("MagicRecsRealTimeAggregatesStore") - ) - } - - val tweetInfoStore: ReadableStore[TweetId, TweetInfo] = { - val underlyingStore = TweetInfoStore( - TweetyPieFieldsStore.getStoreFromTweetyPie(tweetyPieService), - userMediaRepresentationHealthStore, - magicRecsRealTimeAggregatesStore, - tweetEngagementScoreStore, - blueVerifiedAnnotationStore - )(statsReceiver.scope("tweetInfoStore")) - - val memcachedStore = ObservedMemcachedReadableStore.fromCacheClient( - backingStore = underlyingStore, - cacheClient = crMixerUnifiedCacheClient, - ttl = 15.minutes, - // Hydrating tweetInfo is now a required step for all candidates, - // hence we needed to tune these thresholds. - asyncUpdate = serviceIdentifier.environment == "prod" - )( - valueInjection = BinaryScalaCodec(TweetInfo), - statsReceiver = statsReceiver.scope("memCachedTweetInfoStore"), - keyToString = { k: TweetId => s"tIS/$k" } - ) - - ObservedCachedReadableStore.from( - memcachedStore, - ttl = 15.minutes, - maxKeys = 8388607, // Check TweetInfo definition. size~92b. Around 736 MB - windowSize = 10000L, - cacheName = "tweet_info_cache", - maxMultiGetSize = 20 - )(statsReceiver.scope("inMemoryCachedTweetInfoStore")) - } - tweetInfoStore - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/TweetRecentEngagedUserStoreModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/TweetRecentEngagedUserStoreModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..bcc8fd7dfc846a4c4734d9adbacda87d27f5d001 GIT binary patch literal 37296 zcmagEWmsIvwm*!!dvJGmcL)S`m!Lr#cbDMq4#C|mjk^0=A1Kg?!E8( zW%tunwSKbJ?yB0mOIZ#Q3JVMj3=S+MokzP`wKyRK91Ls>1`G@n)T$=|uy--HcQI1; zbTD@|VD_-HZB9{8S`|h6eD;E!$|6kaErE(%vExANz?gt9S(|mktFy#%A`kI!H^CpF zF{2y?!<>+vapz0C+91^B(?YE$A$ek8kgZin4q56`xc-It)PiSEDuGOPQD&EDZV;xf zE!*eaG&eZwZe2gW5k}~lc)o5>iuMCoEKPNsCI-n+D4eR$7<71T;S5hf2Ze*W>d^?z zF2kq2F=e-x34eF;2Z;cw+?OS0YRw#*EQGItyy+3f=Ni(Vjhhk&oa@~t85*4|H5?mO 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com.google.inject.Provides -import com.google.inject.Singleton -import com.twitter.app.Flag -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.store.strato.StratoFetchableStore -import com.twitter.hermit.store.common.ObservedReadableStore -import com.twitter.inject.TwitterModule -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.storehaus.ReadableStore -import com.twitter.strato.client.{Client => StratoClient} -import com.twitter.twistly.thriftscala.TweetRecentEngagedUsers - -object TweetRecentEngagedUserStoreModule extends TwitterModule { - - private val tweetRecentEngagedUsersStoreDefaultVersion = - 0 // DefaultVersion for tweetEngagedUsersStore, whose key = (tweetId, DefaultVersion) - private val tweetRecentEngagedUsersColumnPath: Flag[String] = flag[String]( - name = "crMixer.tweetRecentEngagedUsersColumnPath", - default = "recommendations/twistly/tweetRecentEngagedUsers", - help = "Strato column path for TweetRecentEngagedUsersStore" - ) - private type Version = Long - - @Provides - @Singleton - def providesTweetRecentEngagedUserStore( - statsReceiver: StatsReceiver, - stratoClient: StratoClient, - ): ReadableStore[TweetId, TweetRecentEngagedUsers] = { - val tweetRecentEngagedUsersStratoFetchableStore = StratoFetchableStore - .withUnitView[(TweetId, Version), TweetRecentEngagedUsers]( - stratoClient, - tweetRecentEngagedUsersColumnPath()).composeKeyMapping[TweetId](tweetId => - (tweetId, tweetRecentEngagedUsersStoreDefaultVersion)) - - ObservedReadableStore( - tweetRecentEngagedUsersStratoFetchableStore - )(statsReceiver.scope("tweet_recent_engaged_users_store")) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/TweetRecommendationResultsStoreModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/TweetRecommendationResultsStoreModule.docx new file mode 100644 index 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@Named(ModuleNames.TweetRecommendationResultsCache) tweetRecommendationResultsCacheClient: MemcachedClient, - statsReceiver: StatsReceiver - ): ReadableWritableStore[UserId, CrMixerTweetResponse] = { - ObservedReadableWritableMemcacheStore.fromCacheClient( - cacheClient = tweetRecommendationResultsCacheClient, - ttl = 24.hours)( - valueInjection = BinaryScalaCodec(CrMixerTweetResponse), - statsReceiver = statsReceiver.scope("TweetRecommendationResultsMemcacheStore"), - keyToString = { k: UserId => k.toString } - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/TwhinCollabFilterStratoStoreModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/TwhinCollabFilterStratoStoreModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..bbf1535e77674f04341d5f72bc776f9183ccba1a GIT binary patch literal 37233 zcmagFWmsIvwm*z(a1HM6?hb+A?ruRF3GNo$-QC@#ad$#+w*UzQcmH>0=A1Kg?!E8( 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com.twitter.frigate.common.store.strato.StratoFetchableStore -import com.twitter.cr_mixer.similarity_engine.TwhinCollabFilterSimilarityEngine.TwhinCollabFilterView -import com.twitter.strato.client.{Client => StratoClient} -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.storehaus.ReadableStore -import javax.inject.Named - -object TwhinCollabFilterStratoStoreModule extends TwitterModule { - - val stratoColumnPath: String = "cuad/twhin/getCollabFilterTweetCandidatesProd.User" - - @Provides - @Singleton - @Named(ModuleNames.TwhinCollabFilterStratoStoreForFollow) - def providesTwhinCollabFilterStratoStoreForFollow( - stratoClient: StratoClient - ): ReadableStore[Long, Seq[TweetId]] = { - StratoFetchableStore.withView[Long, TwhinCollabFilterView, Seq[TweetId]]( - stratoClient, - column = stratoColumnPath, - view = TwhinCollabFilterView("follow_2022_03_10_c_500K") - ) - } - - @Provides - @Singleton - @Named(ModuleNames.TwhinCollabFilterStratoStoreForEngagement) - def providesTwhinCollabFilterStratoStoreForEngagement( - stratoClient: StratoClient - ): ReadableStore[Long, Seq[TweetId]] = { - StratoFetchableStore.withView[Long, TwhinCollabFilterView, Seq[TweetId]]( - stratoClient, - column = stratoColumnPath, - view = TwhinCollabFilterView("engagement_2022_04_10_c_500K")) - } - - @Provides - @Singleton - @Named(ModuleNames.TwhinMultiClusterStratoStoreForFollow) - def providesTwhinMultiClusterStratoStoreForFollow( - stratoClient: StratoClient - ): ReadableStore[Long, Seq[TweetId]] = { - StratoFetchableStore.withView[Long, TwhinCollabFilterView, Seq[TweetId]]( - stratoClient, - column = stratoColumnPath, - view = TwhinCollabFilterView("multiclusterFollow20220921") - ) - } - - @Provides - @Singleton - @Named(ModuleNames.TwhinMultiClusterStratoStoreForEngagement) - def providesTwhinMultiClusterStratoStoreForEngagement( - stratoClient: StratoClient - ): ReadableStore[Long, Seq[TweetId]] = { - StratoFetchableStore.withView[Long, TwhinCollabFilterView, Seq[TweetId]]( - stratoClient, - column = stratoColumnPath, - view = TwhinCollabFilterView("multiclusterEng20220921")) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/TwiceClustersMembersStoreModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/TwiceClustersMembersStoreModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..b5d94325bda810c221a9e7162ebde74e0764142f GIT binary patch literal 37281 zcmagFWmsIvwm*z(a1HM6?hb+A?h-U;Bf+8Z;2zxF-QC@Ty9EgZcmH>0=A1Kg?!E8( zW%E!~>nCgNuByGeT1gfX3KI+r3=S+YnOmzur64u|91Ls}1`G@X)T%2Eu=`?W_r*}n z-QLVepUKVErXfLIaa9EM>)8udBC`;Qr#K2$>5e^(Jwq&>L{-`ikM^qe?C><36rr58}R(nJ-IBR2mu9X$Y-;JjtO(=ju{ljq2n2ooZYr=<6IU)E#P9 zdkT=<1`z?M-+$P4Gr5jwvLC_JmPA~u>TIA}1^qYySO-#7&mKZ%YQEX=XCJR>(0^{% z(T-B{wmb@u#`CxnM@~QP_NS$;Bh~)~lgic}UEvjY*LQbETM$hl^sp3Sa5pzAZ#%B; zJB;#`Q(d@5rA;(CafF?h`_1769$a0@BxeqSr%CO$&4qWYc*Ne)vM*)^(5B{jkqSK|Z1BF=_6+5uog2KSlJ5 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com.twitter.app.Flag -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.store.strato.StratoFetchableStore -import com.twitter.hermit.store.common.ObservedReadableStore -import com.twitter.inject.TwitterModule -import com.twitter.simclusters_v2.common.UserId -import com.twitter.storehaus.ReadableStore -import com.twitter.strato.client.{Client => StratoClient} -import com.twitter.simclusters_v2.thriftscala.OrderedClustersAndMembers -import javax.inject.Named - -object TwiceClustersMembersStoreModule extends TwitterModule { - - private val twiceClustersMembersColumnPath: Flag[String] = flag[String]( - name = "crMixer.twiceClustersMembersColumnPath", - default = - "recommendations/simclusters_v2/embeddings/TwiceClustersMembersLargestDimApeSimilarity", - help = "Strato column path for TweetRecentEngagedUsersStore" - ) - - @Provides - @Singleton - @Named(ModuleNames.TwiceClustersMembersStore) - def providesTweetRecentEngagedUserStore( - statsReceiver: StatsReceiver, - stratoClient: StratoClient, - ): ReadableStore[UserId, OrderedClustersAndMembers] = { - val twiceClustersMembersStratoFetchableStore = StratoFetchableStore - .withUnitView[UserId, OrderedClustersAndMembers]( - stratoClient, - twiceClustersMembersColumnPath()) - - ObservedReadableStore( - twiceClustersMembersStratoFetchableStore - )(statsReceiver.scope("twice_clusters_members_largestDimApe_similarity_store")) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/UnifiedCacheClient.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/UnifiedCacheClient.docx new file mode 100644 index 0000000000000000000000000000000000000000..122fb666ec74178b2d9e09b04b8c90996b1e39ea GIT binary patch literal 37434 zcmagEWmsIvwm*!!dvJGmcL)S`w_rgV2@Z`1cMI0=A1Kg?!E8( zW%E$A)=$>jT~)n%E6YJbVS#~x!GR@z<_3~^e>PJ0 za4>f^V0O2&ZA?;7S`|h6a`u9q%py$cC4q`vw&OtSz!--wS)G2vtFy#%A`kI!H^CpK 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com.twitter.cr_mixer.source_signal.UssStore -import com.twitter.cr_mixer.source_signal.UssStore.Query -import com.twitter.frigate.common.store.strato.StratoFetchableStore -import com.twitter.hermit.store.common.ObservedReadableStore -import com.twitter.usersignalservice.thriftscala.BatchSignalRequest -import com.twitter.usersignalservice.thriftscala.BatchSignalResponse -import com.twitter.usersignalservice.thriftscala.SignalType -import com.twitter.usersignalservice.thriftscala.{Signal => UssSignal} -import javax.inject.Named - -object UserSignalServiceStoreModule extends TwitterModule { - - private val UssColumnPath = "recommendations/user-signal-service/signals" - - @Provides - @Singleton - @Named(ModuleNames.UssStore) - def providesUserSignalServiceStore( - statsReceiver: StatsReceiver, - stratoClient: StratoClient, - ): ReadableStore[Query, Seq[(SignalType, Seq[UssSignal])]] = { - ObservedReadableStore( - UssStore( - StratoFetchableStore - .withUnitView[BatchSignalRequest, BatchSignalResponse](stratoClient, UssColumnPath), - statsReceiver))(statsReceiver.scope("user_signal_service_store")) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/UserStateStoreModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/UserStateStoreModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..0d4e2af9609677ab91e8b32ae15df6f5b3a9904a GIT binary patch literal 38228 zcmagEWmp_rw=RmidvKTFZowrG++BhO0yOS49^BpC-64&;OK`U!f#B|^v(~43pL6e@ z>ZfPbcx8<0sxfCzWjSaV90&*q1c>BRUhOK?qPQeT2#8TQ2ncNOsGbDC&e`0~*+|{P z-rUK6#ogAXDM>+TRTSgf*$Zwmt1!8j1Uhc{jy=6SQyigWO~wtM&Jyd1Jk-P8xImc3 zjB*GZOI&8!oe$}1y-=rjGp(M4&;Fu_jpy4@k_g| zPPDp@)lr}fq34|hTIO+g00UhEg+U@*I!Aj4!&0c>-Q28#?YM^D zF#0!c4UsxkkXTIe2q!=9o5PU=rO!=nklr%Cq@qu|q>&K4zi7YL{RP_7{%6<~f_oJI z>N}a|j^aI+)qs3cd8T9ry_Y1CLd>qX&re>D$R!o;B!zpP7faUnL`Lr@^Pg}O3?Y>N ztBM}9a-#R(>TN(lKp=xZjU3HwoLE`@9IN6dK0&i%_?-z$4bzm^HET!~E*nZ7DijKL 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deleted file mode 100644 index 6db2c38fd..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/UserStateStoreModule.scala +++ /dev/null @@ -1,113 +0,0 @@ -package com.twitter.cr_mixer.module - -import com.google.inject.Provides -import com.google.inject.Singleton -import com.twitter.bijection.Bufferable -import com.twitter.bijection.Injection -import com.twitter.bijection.scrooge.BinaryScalaCodec -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.conversions.DurationOps._ -import com.twitter.finagle.memcached.{Client => MemcachedClient} -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.hermit.store.common.ObservedMemcachedReadableStore -import com.twitter.inject.TwitterModule -import com.twitter.simclusters_v2.common.UserId -import com.twitter.snowflake.id.SnowflakeId -import com.twitter.storage.client.manhattan.kv.ManhattanKVClientMtlsParams -import com.twitter.storehaus.ReadableStore -import com.twitter.storehaus_internal.manhattan.ManhattanRO -import com.twitter.storehaus_internal.manhattan.ManhattanROConfig -import com.twitter.storehaus_internal.util.HDFSPath -import com.twitter.core_workflows.user_model.thriftscala.UserState -import com.twitter.core_workflows.user_model.thriftscala.CondensedUserState -import com.twitter.cr_mixer.config.TimeoutConfig -import com.twitter.cr_mixer.param.decider.CrMixerDecider -import com.twitter.cr_mixer.param.decider.DeciderKey -import com.twitter.hermit.store.common.DeciderableReadableStore -import com.twitter.storehaus_internal.manhattan.Apollo -import com.twitter.storehaus_internal.util.ApplicationID -import com.twitter.storehaus_internal.util.DatasetName -import com.twitter.util.Duration -import com.twitter.util.Future -import com.twitter.util.JavaTimer -import com.twitter.util.Time -import com.twitter.util.TimeoutException -import com.twitter.util.Timer -import javax.inject.Named - -object UserStateStoreModule extends TwitterModule { - implicit val timer: Timer = new JavaTimer(true) - final val NewUserCreateDaysThreshold = 7 - final val DefaultUnknownUserStateValue = 100 - - // Convert CondensedUserState to UserState Enum - // If CondensedUserState is None, back fill by checking whether the user is new user - class UserStateStore( - userStateStore: ReadableStore[UserId, CondensedUserState], - timeout: Duration, - statsReceiver: StatsReceiver) - extends ReadableStore[UserId, UserState] { - override def get(userId: UserId): Future[Option[UserState]] = { - userStateStore - .get(userId).map(_.flatMap(_.userState)).map { - case Some(userState) => Some(userState) - case None => - val isNewUser = SnowflakeId.timeFromIdOpt(userId).exists { userCreateTime => - Time.now - userCreateTime < Duration.fromDays(NewUserCreateDaysThreshold) - } - if (isNewUser) Some(UserState.New) - else Some(UserState.EnumUnknownUserState(DefaultUnknownUserStateValue)) - - }.raiseWithin(timeout)(timer).rescue { - case _: TimeoutException => - statsReceiver.counter("TimeoutException").incr() - Future.None - } - } - } - - @Provides - @Singleton - def providesUserStateStore( - crMixerDecider: CrMixerDecider, - statsReceiver: StatsReceiver, - manhattanKVClientMtlsParams: ManhattanKVClientMtlsParams, - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - timeoutConfig: TimeoutConfig - ): ReadableStore[UserId, UserState] = { - - val underlyingStore = new UserStateStore( - ManhattanRO - .getReadableStoreWithMtls[UserId, CondensedUserState]( - ManhattanROConfig( - HDFSPath(""), - ApplicationID("cr_mixer_apollo"), - DatasetName("condensed_user_state"), - Apollo), - manhattanKVClientMtlsParams - )( - implicitly[Injection[Long, Array[Byte]]], - BinaryScalaCodec(CondensedUserState) - ), - timeoutConfig.userStateStoreTimeout, - statsReceiver.scope("UserStateStore") - ).mapValues(_.value) // Read the value of Enum so that we only caches the Int - - val memCachedStore = ObservedMemcachedReadableStore - .fromCacheClient( - backingStore = underlyingStore, - cacheClient = crMixerUnifiedCacheClient, - ttl = 24.hours, - )( - valueInjection = Bufferable.injectionOf[Int], // Cache Value is Enum Value for UserState - statsReceiver = statsReceiver.scope("memCachedUserStateStore"), - keyToString = { k: UserId => s"uState/$k" } - ).mapValues(value => UserState.getOrUnknown(value)) - - DeciderableReadableStore( - memCachedStore, - crMixerDecider.deciderGateBuilder.idGate(DeciderKey.enableUserStateStoreDeciderKey), - statsReceiver.scope("UserStateStore") - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/ABDeciderModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/ABDeciderModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..594d6e10df8cd0fe27f608ac989a747923903963 GIT binary patch literal 37080 zcmagEWmsIvwm*!!dvJGmcL)S`cMICMy99T4cXxO95Zo<50>Rz?otZi3%$$4g`+nIx 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a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/CrMixerFlagModule.scala +++ /dev/null @@ -1,20 +0,0 @@ -package com.twitter.cr_mixer.module.core - -import com.twitter.inject.TwitterModule - -object CrMixerFlagName { - val SERVICE_FLAG = "cr_mixer.flag" - val DarkTrafficFilterDeciderKey = "thrift.dark.traffic.filter.decider_key" -} - -object CrMixerFlagModule extends TwitterModule { - import CrMixerFlagName._ - - flag[Boolean](name = SERVICE_FLAG, default = false, help = "This is a CR Mixer flag") - - flag[String]( - name = DarkTrafficFilterDeciderKey, - default = "dark_traffic_filter", - help = "Dark traffic filter decider key" - ) -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/CrMixerLoggingABDeciderModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/CrMixerLoggingABDeciderModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..79dbae90757b563b37333551ec7d80a4075809b1 GIT binary patch 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CrMixerLoggingABDeciderModule extends TwitterModule { - - @Provides - @Singleton - def provideABDecider( - loggingABDecider: LoggingABDecider, - statsReceiver: StatsReceiver - ): CrMixerLoggingABDecider = { - CrMixerLoggingABDecider(loggingABDecider, statsReceiver) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/FeatureContextBuilderModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/FeatureContextBuilderModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..fddab1af1cc07e7b5e96291b811722b8518bc7d4 GIT binary patch literal 36863 zcmagEWmp~Awl<2pdvJGmcL)S`m!Lrx?kqe&a1ZY8?(QCfy9EgZcmGzpd+*)7&pG%0 zDIVq=Sq6a3*C zGs>Yb%yAj1cfQ1{bwXV}P1Jf4k|zcR8Cv<|ki|av>v_zl7Cd`Wab&WKGP^``gD^EM z89wi(xxra?Yx?<(Fhb76b94ifv>(8tX)0qhF-V3&;8caipu?*3XLxcuC>+#Pk49*A z89wceDZ9N)__>omNcc--y(}?PYi8P{BeVtZehoK1*O2~f+z>zDT&;#u=Xh0<;ZujM zPPDqO)lrZPzSo@uO2%x-Q28#-Gqk! z2YAR45Sc 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com.twitter.featureswitches.v2.builder.FeatureSwitchesBuilder -import com.twitter.featureswitches.v2.experimentation.NullBucketImpressor -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.inject.TwitterModule -import com.twitter.inject.annotations.Flag -import com.twitter.util.Duration -import javax.inject.Singleton - -object FeatureSwitchesModule extends TwitterModule { - - flag( - name = "featureswitches.path", - default = "/features/cr-mixer/main", - help = "path to the featureswitch configuration directory" - ) - flag( - "use_config_repo_mirror.bool", - false, - "If true, read config from a different directory, to facilitate testing.") - - val DefaultFastRefresh: Boolean = false - val AddServiceDetailsFromAurora: Boolean = true - val ImpressExperiments: Boolean = true - - @Provides - @Singleton - def providesFeatureSwitches( - @Flag("featureswitches.path") featureSwitchDirectory: String, - @Flag("use_config_repo_mirror.bool") useConfigRepoMirrorFlag: Boolean, - abDecider: CrMixerLoggingABDecider, - statsReceiver: StatsReceiver - ): FeatureSwitches = { - val configRepoAbsPath = - getConfigRepoAbsPath(useConfigRepoMirrorFlag) - val fastRefresh = - shouldFastRefresh(useConfigRepoMirrorFlag) - - val featureSwitches = FeatureSwitchesBuilder() - .abDecider(abDecider) - .statsReceiver(statsReceiver.scope("featureswitches-v2")) - .configRepoAbsPath(configRepoAbsPath) - .featuresDirectory(featureSwitchDirectory) - .limitToReferencedExperiments(shouldLimit = true) - .experimentImpressionStatsEnabled(true) - - if (!ImpressExperiments) featureSwitches.experimentBucketImpressor(NullBucketImpressor) - if (AddServiceDetailsFromAurora) featureSwitches.serviceDetailsFromAurora() - if (fastRefresh) featureSwitches.refreshPeriod(Duration.fromSeconds(10)) - - featureSwitches.build() - } - - private def getConfigRepoAbsPath( - useConfigRepoMirrorFlag: Boolean - ): String = { - if (useConfigRepoMirrorFlag) - "config_repo_mirror/" - else "/usr/local/config" - } - - private def shouldFastRefresh( - useConfigRepoMirrorFlag: Boolean - ): Boolean = { - if (useConfigRepoMirrorFlag) - true - else DefaultFastRefresh - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/KafkaProducerModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/KafkaProducerModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..931bf7229649315291d1481bedd0733702e67315 GIT binary patch literal 37720 zcmagFWmsIvwm*!!dvJGm2`+))?ruRFcNz~6+}+*Xg1bWq?iM5v-2LB~nRCv}x%a;B zm(4>}t)Hy5dspr1Y9(1nC@e5AFgUQ}R35D=m7=&La4@hj7%(tQP^+#uz~05&-o;SO z)4|+XpV`CCwkb(oaa9EE^Vth_GK&zYw>TM@V-P(SBLyV9!v0R6MpXG590ok*)L1X)EZef83PeQ@BL&8vyHb7*+`~CvuY2O%n1@9gy zp!!bwxwClBbu}>GRE{y3PWL5=s1Ut7&iKju5wWD=orF;D^J2;Rp77WmdHxfYyaAZf zKdR_SEh};ls@?_!7#Jexuc4ExvV^`CPA~Dn*{-R@LPi0>5<{_Vkfw?Dd|=*Uuhu5rMPs|+8eB4b zM*x|J+D@>xZF>m&~;8e%NQCq?pw7nzC@+2vYWQm?r+k zT9X5eqA-eS$oQsr01(j3hq1Wd7QnZw&XV*>xodtM?$F0hLp)* 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= { - buildLoggerFactory( - ScribeCategories.AbDecider, - serviceIdentifier.environment, - statsReceiver.scope("ScribeLogger")) - .apply() - } - - @Provides - @Singleton - @Named(ModuleNames.TopLevelApiDdgMetricsLogger) - def provideTopLevelApiDdgMetricsLogger( - serviceIdentifier: ServiceIdentifier, - statsReceiver: StatsReceiver - ): Logger = { - buildLoggerFactory( - ScribeCategories.TopLevelApiDdgMetrics, - serviceIdentifier.environment, - statsReceiver.scope("ScribeLogger")) - .apply() - } - - @Provides - @Singleton - @Named(ModuleNames.TweetRecsLogger) - def provideTweetRecsLogger( - serviceIdentifier: ServiceIdentifier, - statsReceiver: StatsReceiver - ): Logger = { - buildLoggerFactory( - ScribeCategories.TweetsRecs, - serviceIdentifier.environment, - statsReceiver.scope("ScribeLogger")) - .apply() - } - - @Provides - @Singleton - @Named(ModuleNames.BlueVerifiedTweetRecsLogger) - def provideVITTweetRecsLogger( - serviceIdentifier: ServiceIdentifier, - statsReceiver: StatsReceiver - ): Logger = { - buildLoggerFactory( - ScribeCategories.VITTweetsRecs, - serviceIdentifier.environment, - statsReceiver.scope("ScribeLogger")) - .apply() - } - - @Provides - @Singleton - @Named(ModuleNames.RelatedTweetsLogger) - def provideRelatedTweetsLogger( - serviceIdentifier: ServiceIdentifier, - statsReceiver: StatsReceiver - ): Logger = { - buildLoggerFactory( - ScribeCategories.RelatedTweets, - serviceIdentifier.environment, - statsReceiver.scope("ScribeLogger")) - .apply() - } - - @Provides - @Singleton - @Named(ModuleNames.UtegTweetsLogger) - def provideUtegTweetsLogger( - serviceIdentifier: ServiceIdentifier, - statsReceiver: StatsReceiver - ): Logger = { - buildLoggerFactory( - ScribeCategories.UtegTweets, - serviceIdentifier.environment, - statsReceiver.scope("ScribeLogger")) - .apply() - } - - @Provides - @Singleton - @Named(ModuleNames.AdsRecommendationsLogger) - def provideAdsRecommendationsLogger( - serviceIdentifier: ServiceIdentifier, - statsReceiver: StatsReceiver - ): Logger = { - buildLoggerFactory( - ScribeCategories.AdsRecommendations, - serviceIdentifier.environment, - statsReceiver.scope("ScribeLogger")) - .apply() - } - - private def buildLoggerFactory( - category: ScribeCategory, - environment: String, - statsReceiver: StatsReceiver - ): TwitterLoggerFactory = { - environment match { - case "prod" => - TwitterLoggerFactory( - node = category.getProdLoggerFactoryNode, - level = Some(Level.INFO), - useParents = false, - handlers = List( - QueueingHandler( - maxQueueSize = DefaultQueueSize, - handler = ScribeHandler( - category = category.scribeCategory, - formatter = BareFormatter, - statsReceiver = statsReceiver.scope(category.getProdLoggerFactoryNode) - ) - ) - ) - ) - case _ => - TwitterLoggerFactory( - node = category.getStagingLoggerFactoryNode, - level = Some(Level.DEBUG), - useParents = false, - handlers = List( - { () => NullHandler } - ) - ) - } - } -} diff --git 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ZG1S&!fHx~J2Z3^xAVVTBdt`NkcmVAN;sF2v literal 0 HcmV?d00001 diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/MemoizingStatsReceiverModule.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/MemoizingStatsReceiverModule.scala deleted file mode 100644 index ee94cf166..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/MemoizingStatsReceiverModule.scala +++ /dev/null @@ -1,12 +0,0 @@ -package com.twitter.cr_mixer.module.core - -import com.twitter.finagle.stats.LoadedStatsReceiver -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.inject.TwitterModule -import com.twitter.servo.util.MemoizingStatsReceiver - -object MemoizingStatsReceiverModule extends TwitterModule { - override def configure(): Unit = { - bind[StatsReceiver].toInstance(new MemoizingStatsReceiver(LoadedStatsReceiver)) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/TimeoutConfigModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/TimeoutConfigModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..aa64aac4a00efdbe68cadd2c315eaca8955911c7 GIT binary patch literal 37745 zcmagEbwFI%vOSEudvJGmcL)S`m!Lr#cbDL9!QI{6-9vD92?Tflb!O(?J9FQA-}ldf z-n(k8RaK|YuCse9%78;)fPjF&fFyt8(yUZ2j7tIq0U3h=0YL|j>WBesolI?=3{>6i zOda(Y-E6EIljIaug;BnqzhWjc2@-pXA!C;9*iqZj$Ki@sr{8jGEis+Sf<4|(@P?_) zD26~W#$}}5dlRnK33PciQR;|^pX%vlXylWE7klNe=P{m{aqUaQkw`B}?GnrlLe;cn zczu}W1ZCc>>E|^-3qBXk(GEz`d<2Q6s*F)bBN_^ZQ5G1346V+e;mYkGvr|<*9--Q$ z`?5c#=<+(@>q`14<|mQ$y2MDSo@td1*XGatEzIyjP4cT@L;Qeat;-}`y@R=$ecftr zA(Gn=JOJg#o=p#<>$nEnF;rb?dQup<3m3k(lIBHXg2b`(rUu@7tUpon;HGBN(XR>n_$0%t+-I~SA~p(wU(QWGy&))zmLD-i7Y zHgQ&D>myaP($%RXuBVCBOL%y`YizcVo{zUgS7aTiVWc%5kh|Ecxk+=`&~C5>lMLJ8 zPvWM!6QpIG7I904By37~&uOMkEJ(M3KBz-ee>NjhB`R(}Ya@kJ5>%RidIRr7t>Ns= zFbjYJNXj;Ggcnz~?peErKL|BBNg4VHAII9Es-()BuwZi+AW7S!--t;cPDhu;wq{_p zJ+&)-(J8-VJPH(3P|{2;wpu@H`gbQw!w!+TQh7JqvY7^qBQ%&2G@fC}&4}msf(65h! 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b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/TimeoutConfigModule.scala deleted file mode 100644 index 1b6200812..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/core/TimeoutConfigModule.scala +++ /dev/null @@ -1,104 +0,0 @@ -package com.twitter.cr_mixer.module.core - -import com.twitter.inject.TwitterModule -import com.google.inject.Provides -import javax.inject.Singleton -import com.twitter.util.Duration -import com.twitter.app.Flag -import com.twitter.cr_mixer.config.TimeoutConfig - -/** - * All timeout settings in CrMixer. - * Timeout numbers are defined in source/cr-mixer/server/config/deploy.aurora - */ -object TimeoutConfigModule extends TwitterModule { - - /** - * Flag names for client timeout - * These are used in modules extending ThriftMethodBuilderClientModule - * which cannot accept injection of TimeoutConfig - */ - val EarlybirdClientTimeoutFlagName = "earlybird.client.timeout" - val FrsClientTimeoutFlagName = "frsSignalFetch.client.timeout" - val QigRankerClientTimeoutFlagName = "qigRanker.client.timeout" - val TweetypieClientTimeoutFlagName = "tweetypie.client.timeout" - val UserTweetGraphClientTimeoutFlagName = "userTweetGraph.client.timeout" - val UserTweetGraphPlusClientTimeoutFlagName = "userTweetGraphPlus.client.timeout" - val UserAdGraphClientTimeoutFlagName = "userAdGraph.client.timeout" - val UserVideoGraphClientTimeoutFlagName = "userVideoGraph.client.timeout" - val UtegClientTimeoutFlagName = "uteg.client.timeout" - val NaviRequestTimeoutFlagName = "navi.client.request.timeout" - - /** - * Flags for timeouts - * These are defined and initialized only in this file - */ - // timeout for the service - private val serviceTimeout: Flag[Duration] = - flag("service.timeout", "service total timeout") - - // timeout for signal fetch - private val signalFetchTimeout: Flag[Duration] = - flag[Duration]("signalFetch.timeout", "signal fetch timeout") - - // timeout for similarity engine - private val similarityEngineTimeout: Flag[Duration] = - flag[Duration]("similarityEngine.timeout", "similarity engine timeout") - private val annServiceClientTimeout: Flag[Duration] = - flag[Duration]("annService.client.timeout", "annQueryService client timeout") - - // timeout for user affinities fetcher - private val userStateUnderlyingStoreTimeout: Flag[Duration] = - flag[Duration]("userStateUnderlyingStore.timeout", "user state underlying store timeout") - - private val userStateStoreTimeout: Flag[Duration] = - flag[Duration]("userStateStore.timeout", "user state store timeout") - - private val utegSimilarityEngineTimeout: Flag[Duration] = - flag[Duration]("uteg.similarityEngine.timeout", "uteg similarity engine timeout") - - private val earlybirdServerTimeout: Flag[Duration] = - flag[Duration]("earlybird.server.timeout", "earlybird server timeout") - - private val earlybirdSimilarityEngineTimeout: Flag[Duration] = - flag[Duration]("earlybird.similarityEngine.timeout", "Earlybird similarity engine timeout") - - private val frsBasedTweetEndpointTimeout: Flag[Duration] = - flag[Duration]( - "frsBasedTweet.endpoint.timeout", - "frsBasedTweet endpoint timeout" - ) - - private val topicTweetEndpointTimeout: Flag[Duration] = - flag[Duration]( - "topicTweet.endpoint.timeout", - "topicTweet endpoint timeout" - ) - - // timeout for Navi client - private val naviRequestTimeout: Flag[Duration] = - flag[Duration]( - NaviRequestTimeoutFlagName, - Duration.fromMilliseconds(2000), - "Request timeout for a single RPC Call", - ) - - @Provides - @Singleton - def provideTimeoutBudget(): TimeoutConfig = - TimeoutConfig( - serviceTimeout = serviceTimeout(), - signalFetchTimeout = signalFetchTimeout(), - similarityEngineTimeout = similarityEngineTimeout(), - annServiceClientTimeout = annServiceClientTimeout(), - utegSimilarityEngineTimeout = utegSimilarityEngineTimeout(), - userStateUnderlyingStoreTimeout = userStateUnderlyingStoreTimeout(), - userStateStoreTimeout = userStateStoreTimeout(), - earlybirdServerTimeout = earlybirdServerTimeout(), - earlybirdSimilarityEngineTimeout = earlybirdSimilarityEngineTimeout(), - frsBasedTweetEndpointTimeout = frsBasedTweetEndpointTimeout(), - topicTweetEndpointTimeout = topicTweetEndpointTimeout(), - naviRequestTimeout = naviRequestTimeout() - ) - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/grpc_client/NaviGRPCClientModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/grpc_client/NaviGRPCClientModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..89d56e80c8342c23822408863a46874290bf72b6 GIT binary patch literal 37533 zcmagEWmsIvwm*z(a1HM6?hb+A?iMU)Bf+8Z;BLVoxVtv)P6+N6BoN&F-(Ucec`W zs$1zPMD-X%2B3fcVc*T-KBmoi2v=7cb)~Mij%gF};}~EYOj9#+0G+M<>L8eVw4%lM zv0YC$M#IsAsq^Qb$Jp0=LcFbOW5qdm6LC-}DS_LjadmP+J)G0f<8c1F>D zT+@FT?K8KgXssGZJT_&7lb`q1=}?lw_c}LNe~Dj8$+um~SePzAtl#_Y9QAR}6m}W^ 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b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/CertoTopicTweetSimilarityEngineModule.scala deleted file mode 100644 index 6c82329b0..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/CertoTopicTweetSimilarityEngineModule.scala +++ /dev/null @@ -1,57 +0,0 @@ -package com.twitter.cr_mixer.module.similarity_engine - -import com.google.inject.Provides -import com.twitter.cr_mixer.config.TimeoutConfig -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.model.TopicTweetWithScore -import com.twitter.cr_mixer.param.decider.CrMixerDecider -import com.twitter.cr_mixer.param.decider.DeciderConstants -import com.twitter.cr_mixer.similarity_engine.CertoTopicTweetSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.CertoTopicTweetSimilarityEngine.Query -import com.twitter.cr_mixer.similarity_engine.EngineQuery -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.DeciderConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.GatingConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.similarity_engine.StandardSimilarityEngine -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.inject.TwitterModule -import com.twitter.simclusters_v2.thriftscala.TopicId -import com.twitter.storehaus.ReadableStore -import com.twitter.topic_recos.thriftscala.TweetWithScores -import javax.inject.Named -import javax.inject.Singleton - -object CertoTopicTweetSimilarityEngineModule extends TwitterModule { - - @Provides - @Singleton - @Named(ModuleNames.CertoTopicTweetSimilarityEngine) - def providesCertoTopicTweetSimilarityEngine( - @Named(ModuleNames.CertoStratoStoreName) certoStratoStore: ReadableStore[ - TopicId, - Seq[TweetWithScores] - ], - timeoutConfig: TimeoutConfig, - decider: CrMixerDecider, - statsReceiver: StatsReceiver - ): StandardSimilarityEngine[ - EngineQuery[Query], - TopicTweetWithScore - ] = { - new StandardSimilarityEngine[EngineQuery[Query], TopicTweetWithScore]( - implementingStore = CertoTopicTweetSimilarityEngine(certoStratoStore, statsReceiver), - identifier = SimilarityEngineType.CertoTopicTweet, - globalStats = statsReceiver, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.topicTweetEndpointTimeout, - gatingConfig = GatingConfig( - deciderConfig = - Some(DeciderConfig(decider, DeciderConstants.enableTopicTweetTrafficDeciderKey)), - enableFeatureSwitch = None - ) - ) - ) - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ConsumerBasedWalsSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ConsumerBasedWalsSimilarityEngineModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..1bcc3785d96aec509db241a5a333499e2c727d76 GIT binary 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com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.similarity_engine.StandardSimilarityEngine -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.inject.TwitterModule -import io.grpc.ManagedChannel -import javax.inject.Named - -object ConsumerBasedWalsSimilarityEngineModule extends TwitterModule { - @Provides - @Named(ModuleNames.ConsumerBasedWalsSimilarityEngine) - def providesConsumerBasedWalsSimilarityEngine( - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - @Named(ModuleNames.HomeNaviGRPCClient) homeNaviGRPCClient: ManagedChannel, - @Named(ModuleNames.AdsFavedNaviGRPCClient) adsFavedNaviGRPCClient: ManagedChannel, - @Named(ModuleNames.AdsMonetizableNaviGRPCClient) adsMonetizableNaviGRPCClient: ManagedChannel, - ): StandardSimilarityEngine[ - ConsumerBasedWalsSimilarityEngine.Query, - TweetWithScore - ] = { - - val underlyingStore = new ConsumerBasedWalsSimilarityEngine( - homeNaviGRPCClient, - adsFavedNaviGRPCClient, - adsMonetizableNaviGRPCClient, - statsReceiver - ) - - new StandardSimilarityEngine[ - ConsumerBasedWalsSimilarityEngine.Query, - TweetWithScore - ]( - implementingStore = underlyingStore, - identifier = SimilarityEngineType.ConsumerBasedWalsANN, - globalStats = statsReceiver, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = None, - enableFeatureSwitch = None - ) - ) - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ConsumerEmbeddingBasedTripSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ConsumerEmbeddingBasedTripSimilarityEngineModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..534c82bff78c185317322189ff4d33e3301abc76 GIT binary patch literal 37469 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debuggerDemoUserEmbeddingMhStore: ReadableStore[InternalId, api.Embedding], - @Named(AnnQueryServiceClientModule.TwHINRegularUpdateAnnServiceClientName) - twHINRegularUpdateAnnService: AnnQueryService.MethodPerEndpoint, - @Named(AnnQueryServiceClientModule.DebuggerDemoAnnServiceClientName) - debuggerDemoAnnService: AnnQueryService.MethodPerEndpoint, - // Other configs - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver - ): HnswANNSimilarityEngine = { - new HnswANNSimilarityEngine( - embeddingStoreLookUpMap = Map( - ModelConfig.ConsumerBasedTwHINRegularUpdateAll20221024 -> consumerBasedTwHINEmbeddingRegularUpdateMhStore, - ModelConfig.DebuggerDemo -> debuggerDemoUserEmbeddingMhStore, - ), - annServiceLookUpMap = Map( - ModelConfig.ConsumerBasedTwHINRegularUpdateAll20221024 -> twHINRegularUpdateAnnService, - ModelConfig.DebuggerDemo -> debuggerDemoAnnService, - ), - globalStats = statsReceiver, - identifier = SimilarityEngineType.ConsumerEmbeddingBasedTwHINANN, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = None, - enableFeatureSwitch = None - ) - ) - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ConsumerEmbeddingBasedTwoTowerSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ConsumerEmbeddingBasedTwoTowerSimilarityEngineModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..538029a86fab268b2dbc27a4be64db8e2a6f6361 GIT binary patch literal 37337 zcmagEWmsIvwm*!!dvJGmcL)S`m!Lr#cbDMq?(Po3-66PpkU((ve`jXSIWy=0;*vl?K*pdzK+u7$I${7@CsSJ|166lB zQ%5~UHyi7wBsqmOVU(}uub9b9g2bL;$e883cGPzCak%0&8MoY8%S@-TV2}3`ykTlH ziXl*pahYlN-h^xQ0$pCslsaPKr+Rvs8U>`_C0+#^`HW{~T>BDnB+^S#dj#`?P_?a@ zULU48L7Dez`*{t}g3m>BwF8ngA3>t2s$$g9h=zh;lm*5hLu(3Vxbiy4>{OMHN2vDb zzU+@Fy1Y*Kx{^MM`AKBIE;CZ9XIW*yee>r|4Kut@ll*Gf7(d`x=Q2sx;9#z1U%%E{ 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- timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver - ): HnswANNSimilarityEngine = { - new HnswANNSimilarityEngine( - embeddingStoreLookUpMap = Map( - ModelConfig.TwoTowerFavALL20220808 -> twoTowerFavConsumerEmbeddingMhStore, - ), - annServiceLookUpMap = Map( - ModelConfig.TwoTowerFavALL20220808 -> twoTowerFavAnnService, - ), - globalStats = statsReceiver, - identifier = SimilarityEngineType.ConsumerEmbeddingBasedTwoTowerANN, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = None, - enableFeatureSwitch = None - ) - ) - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ConsumersBasedUserAdGraphSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ConsumersBasedUserAdGraphSimilarityEngineModule.docx new file mode 100644 index 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z1&vsV|Hd8P4%r8IGct)VgNDaB7^crKk60VDbmCNC3-uIm%nj7-fPn^}7z0DJGjK3C zHLoN-q_QBjI2P18LpPvO&D-GzQ0YD3I5Ia(H;`^%JO(rZ(#8ij?a?)Mv~dS#0+n0@ zY7|7#_#7w#uX~d7i@+n%=-R*BzAgS5s6B^;fk6O8dp%GDu064!0Gq3?@XuQA0<7xp z+M`=O0~iqCnFF8^rMW=AW7D43AT4ABwEQ&CDj5{Zxp|=4AwEYo1Zybtt`@WI)@NXd z3uR^CM=`0K7iv;*No7tdc)Aij4A2jhgz0Z!)VD>^jCQ;vx;g0cqzH2s6v50vnnXd@ zjy~~%(B4-D)s8j|gKh%)L0AH+ literal 0 HcmV?d00001 diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/EarlybirdSimilarityEngineModule.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/EarlybirdSimilarityEngineModule.scala deleted file mode 100644 index 6cdabfce4..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/EarlybirdSimilarityEngineModule.scala +++ /dev/null @@ -1,120 +0,0 @@ -package com.twitter.cr_mixer.module.similarity_engine - -import com.google.inject.Provides -import com.twitter.cr_mixer.config.TimeoutConfig -import com.twitter.cr_mixer.param.decider.CrMixerDecider -import com.twitter.cr_mixer.param.decider.DeciderConstants -import com.twitter.cr_mixer.similarity_engine.EarlybirdModelBasedSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.EarlybirdRecencyBasedSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.EarlybirdSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.EarlybirdTensorflowBasedSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.DeciderConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.GatingConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.inject.TwitterModule -import javax.inject.Singleton - -object EarlybirdSimilarityEngineModule extends TwitterModule { - - @Provides - @Singleton - def providesRecencyBasedEarlybirdSimilarityEngine( - earlybirdRecencyBasedSimilarityEngine: EarlybirdRecencyBasedSimilarityEngine, - timeoutConfig: TimeoutConfig, - decider: CrMixerDecider, - statsReceiver: StatsReceiver - ): EarlybirdSimilarityEngine[ - EarlybirdRecencyBasedSimilarityEngine.EarlybirdRecencyBasedSearchQuery, - EarlybirdRecencyBasedSimilarityEngine - ] = { - new EarlybirdSimilarityEngine[ - EarlybirdRecencyBasedSimilarityEngine.EarlybirdRecencyBasedSearchQuery, - EarlybirdRecencyBasedSimilarityEngine - ]( - implementingStore = earlybirdRecencyBasedSimilarityEngine, - identifier = SimilarityEngineType.EarlybirdRecencyBasedSimilarityEngine, - globalStats = - statsReceiver.scope(SimilarityEngineType.EarlybirdRecencyBasedSimilarityEngine.name), - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.earlybirdSimilarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = Some( - DeciderConfig( - decider = decider, - deciderString = DeciderConstants.enableEarlybirdTrafficDeciderKey - )), - enableFeatureSwitch = None - ) - ) - ) - } - - @Provides - @Singleton - def providesModelBasedEarlybirdSimilarityEngine( - earlybirdModelBasedSimilarityEngine: EarlybirdModelBasedSimilarityEngine, - timeoutConfig: TimeoutConfig, - decider: CrMixerDecider, - statsReceiver: StatsReceiver - ): EarlybirdSimilarityEngine[ - EarlybirdModelBasedSimilarityEngine.EarlybirdModelBasedSearchQuery, - EarlybirdModelBasedSimilarityEngine - ] = { - new EarlybirdSimilarityEngine[ - EarlybirdModelBasedSimilarityEngine.EarlybirdModelBasedSearchQuery, - EarlybirdModelBasedSimilarityEngine - ]( - implementingStore = earlybirdModelBasedSimilarityEngine, - identifier = SimilarityEngineType.EarlybirdModelBasedSimilarityEngine, - globalStats = - statsReceiver.scope(SimilarityEngineType.EarlybirdModelBasedSimilarityEngine.name), - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.earlybirdSimilarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = Some( - DeciderConfig( - decider = decider, - deciderString = DeciderConstants.enableEarlybirdTrafficDeciderKey - )), - enableFeatureSwitch = None - ) - ) - ) - } - - @Provides - @Singleton - def providesTensorflowBasedEarlybirdSimilarityEngine( - earlybirdTensorflowBasedSimilarityEngine: EarlybirdTensorflowBasedSimilarityEngine, - timeoutConfig: TimeoutConfig, - decider: CrMixerDecider, - statsReceiver: StatsReceiver - ): EarlybirdSimilarityEngine[ - EarlybirdTensorflowBasedSimilarityEngine.EarlybirdTensorflowBasedSearchQuery, - EarlybirdTensorflowBasedSimilarityEngine - ] = { - new EarlybirdSimilarityEngine[ - EarlybirdTensorflowBasedSimilarityEngine.EarlybirdTensorflowBasedSearchQuery, - EarlybirdTensorflowBasedSimilarityEngine - ]( - implementingStore = earlybirdTensorflowBasedSimilarityEngine, - identifier = SimilarityEngineType.EarlybirdTensorflowBasedSimilarityEngine, - globalStats = - statsReceiver.scope(SimilarityEngineType.EarlybirdTensorflowBasedSimilarityEngine.name), - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.earlybirdSimilarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = Some( - DeciderConfig( - decider = decider, - deciderString = DeciderConstants.enableEarlybirdTrafficDeciderKey - )), - enableFeatureSwitch = None - ) - ) - ) - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ProducerBasedUnifiedSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ProducerBasedUnifiedSimilarityEngineModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..d6a35c69cc235b7e659e5dbed4de40e1985f9b9f GIT binary patch literal 37319 zcmagEWmsIvwm*!!dvJGmcL)S`m!Lr#2@Z`12=4CgZo%ClxOX+DXjD%EVE@_N{(yA!hm$Mh_Bo<*(F9}ravKFa>!!u{PjHMQwyFwsaP`EMVVcqxdE7( zmJIKAQ{3RJyET3MMi{|o;yJnjiP{ffQ8bm&niwR5!EmZVqtKz%`O`eP?Gz5`sz<{# 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b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ProducerBasedUserAdGraphSimilarityEngineModule.scala deleted file mode 100644 index d221a58a9..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ProducerBasedUserAdGraphSimilarityEngineModule.scala +++ /dev/null @@ -1,67 +0,0 @@ -package com.twitter.cr_mixer.module.similarity_engine - -import com.google.inject.Provides -import com.twitter.conversions.DurationOps._ -import com.twitter.cr_mixer.config.TimeoutConfig -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.cr_mixer.param.decider.CrMixerDecider -import com.twitter.cr_mixer.param.decider.DeciderConstants -import com.twitter.cr_mixer.similarity_engine.ProducerBasedUserAdGraphSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.DeciderConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.GatingConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine._ -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.keyHasher -import com.twitter.cr_mixer.similarity_engine.StandardSimilarityEngine -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.memcached.{Client => MemcachedClient} -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.inject.TwitterModule -import com.twitter.recos.user_ad_graph.thriftscala.UserAdGraph -import javax.inject.Named -import javax.inject.Singleton - -object ProducerBasedUserAdGraphSimilarityEngineModule extends TwitterModule { - - @Provides - @Singleton - @Named(ModuleNames.ProducerBasedUserAdGraphSimilarityEngine) - def providesProducerBasedUserAdGraphSimilarityEngine( - userAdGraphService: UserAdGraph.MethodPerEndpoint, - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - decider: CrMixerDecider - ): StandardSimilarityEngine[ - ProducerBasedUserAdGraphSimilarityEngine.Query, - TweetWithScore - ] = { - new StandardSimilarityEngine[ - ProducerBasedUserAdGraphSimilarityEngine.Query, - TweetWithScore - ]( - implementingStore = - ProducerBasedUserAdGraphSimilarityEngine(userAdGraphService, statsReceiver), - identifier = SimilarityEngineType.ProducerBasedUserAdGraph, - globalStats = statsReceiver, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = - Some(DeciderConfig(decider, DeciderConstants.enableUserAdGraphTrafficDeciderKey)), - enableFeatureSwitch = None - ) - ), - memCacheConfig = Some( - MemCacheConfig( - cacheClient = crMixerUnifiedCacheClient, - ttl = 10.minutes, - keyToString = { k => - //Example Query CRMixer:ProducerBasedUTG:1234567890ABCDEF - f"ProducerBasedUTG:${keyHasher.hashKey(k.toString.getBytes)}%X" - } - )) - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ProducerBasedUserTweetGraphSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ProducerBasedUserTweetGraphSimilarityEngineModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..355807735d6994560b05e2effbdb25ec44063a40 GIT binary patch literal 37531 zcmagFWmsIvwm*!!dvJGmcL)S`m!Lr#cbDMq?(Po3-5~^b3m)A4-v$8E^;;5D*X;kd#y|%_`-hxFk>zkTEC_5OiRxju^n!$<)@#K-JyO z)KQPo&BnSZNlsx^80G8vD`qm2AhD+yGG_UX9km^O9Ikjx#x1wj64R+H*yH^KZF2UR&RBdaf z*N16NQ0Cp*eqIB#;B(Pj?SLfBN04Z$su*=NqM=|IWq~os(3*l7uDlL1J5}Z55vpCf zFMDH(F0T{5uB4A*eiGTQON^B2SymZv-~72#!wfIfB)=Lq#t%5wxlGbEIGC&1*RS># zA-N5~15keawCQ1V9oJwxhN>@%yiw8KK(h?~c?z%!qO6@g1kcuZx8=({SyiX|(xI&t zt?F%Y94LkBaW96HdD0U=L)Ac{mk5>4+7VOb6?ET!e@{~sLoWEZ6smteH!Ei|q2@P& 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b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ProducerBasedUserTweetGraphSimilarityEngineModule.scala deleted file mode 100644 index a5821d01c..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/ProducerBasedUserTweetGraphSimilarityEngineModule.scala +++ /dev/null @@ -1,67 +0,0 @@ -package com.twitter.cr_mixer.module.similarity_engine - -import com.google.inject.Provides -import com.twitter.conversions.DurationOps._ -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.cr_mixer.config.TimeoutConfig -import com.twitter.cr_mixer.param.decider.CrMixerDecider -import com.twitter.cr_mixer.param.decider.DeciderConstants -import com.twitter.cr_mixer.similarity_engine.ProducerBasedUserTweetGraphSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine._ -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.keyHasher -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.DeciderConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.GatingConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.similarity_engine.StandardSimilarityEngine -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.memcached.{Client => MemcachedClient} -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.inject.TwitterModule -import com.twitter.recos.user_tweet_graph.thriftscala.UserTweetGraph -import javax.inject.Named -import javax.inject.Singleton - -object ProducerBasedUserTweetGraphSimilarityEngineModule extends TwitterModule { - - @Provides - @Singleton - @Named(ModuleNames.ProducerBasedUserTweetGraphSimilarityEngine) - def providesProducerBasedUserTweetGraphSimilarityEngine( - userTweetGraphService: UserTweetGraph.MethodPerEndpoint, - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - decider: CrMixerDecider - ): StandardSimilarityEngine[ - ProducerBasedUserTweetGraphSimilarityEngine.Query, - TweetWithScore - ] = { - new StandardSimilarityEngine[ - ProducerBasedUserTweetGraphSimilarityEngine.Query, - TweetWithScore - ]( - implementingStore = - ProducerBasedUserTweetGraphSimilarityEngine(userTweetGraphService, statsReceiver), - identifier = SimilarityEngineType.ProducerBasedUserTweetGraph, - globalStats = statsReceiver, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = - Some(DeciderConfig(decider, DeciderConstants.enableUserTweetGraphTrafficDeciderKey)), - enableFeatureSwitch = None - ) - ), - memCacheConfig = Some( - MemCacheConfig( - cacheClient = crMixerUnifiedCacheClient, - ttl = 10.minutes, - keyToString = { k => - //Example Query CRMixer:ProducerBasedUTG:1234567890ABCDEF - f"ProducerBasedUTG:${keyHasher.hashKey(k.toString.getBytes)}%X" - } - )) - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/SimClustersANNSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/SimClustersANNSimilarityEngineModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..47b4476925dc64f175ef7df856815c4ad17fc320 GIT binary patch literal 38160 zcmagFWmp`2(l3m=dvJGmcL)S`cMAk}9XvpA2=4Cg4DK$$-GT&yyPwH@@9wj^&pGe= zrMal?`bkw!cXiKyl;t3yu)x5;;J{K+d9r6Z{bx zv&vyG%<-9N_kP4{^+H{~&D44llBWg+nOX(pkR`qa8~My(A@XsTj0F-V3&;Z%jjpu=klW_j{DC>+&Qk4I?s z7(VZhDZ9T;_0tdE0b@V)OPP%=+?g6L=($PB*2q_cO#R{4h9_ut>s6~$5tKQ4zG-p|h|*iC2z zjG%ty(h#Xr1&YNck8<$wygMCBko(={hUl&ENhAfZq6{2^?n>_nGA(m8pkQDBHSt{As7a6-J&ws{JFa%Tn zk1l#q%ZWaKy0-}d28IawYvgQU>%zkPXIqsp`3aH@E#O>OYJ{r9zF9-EaK%vaNTE=; 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zYbco^MC2TYqe_OAXx%!rd)H;$kU3YhJtW66hp)xhKQPVpss<7(=gAW+5+cX`PJTyR zh{w3O_z8|;{6fE4ya$Iq>mbfY?h)FSus>A+2-W9K>yFTjdTL(ugtYnWRhU_&3s(qe zI!q^f|@6~qBX<09c-Q^HT3Q6J2~MaJ)=1n^MabY(mld)eMPLQ z`L4d7Ipk8mQD%ZQ=iO6In9$}6zqtEd`*u_1L+y&F2zS~F;YPfwF%6*eGNOlUo@}{0Ni$i$zYs6344?r zfD3Z}>YYIWWL-PkPvD~*FprG*t_JTkvBx0dUmt(bwTB90q7Y7}!ACkkq0%zpDA@Af zyT|8j;9@2kDu3VCr^*B6L`eWpTqeH=w)`je3J6$f)Y)_`Hw|e3Sg?Y2o&hezV&wot z1fK!tzLMOZroPGq?7SK5N@H2)Z;{{R|IYkJ$cn2FU!?MLoFM>sI7Lq0DFY-WVCH^Yw23RTVg|eWr z;}Yw`W$0j*B1tF(8fq<3 MemcachedClient} -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.hashing.KeyHasher -import com.twitter.hermit.store.common.ObservedMemcachedReadableStore -import com.twitter.hermit.store.common.ObservedReadableStore -import com.twitter.inject.TwitterModule -import com.twitter.relevance_platform.common.injection.LZ4Injection -import com.twitter.relevance_platform.common.injection.SeqObjectInjection -import com.twitter.simclusters_v2.candidate_source.SimClustersANNCandidateSource.CacheableShortTTLEmbeddingTypes -import com.twitter.simclustersann.thriftscala.SimClustersANNService -import com.twitter.storehaus.ReadableStore -import com.twitter.util.Future -import javax.inject.Named -import javax.inject.Singleton - -object SimClustersANNSimilarityEngineModule extends TwitterModule { - - private val keyHasher: KeyHasher = KeyHasher.FNV1A_64 - - @Provides - @Singleton - @Named(ModuleNames.SimClustersANNSimilarityEngine) - def providesProdSimClustersANNSimilarityEngine( - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - simClustersANNServiceNameToClientMapper: Map[String, SimClustersANNService.MethodPerEndpoint], - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver - ): StandardSimilarityEngine[Query, TweetWithScore] = { - - val underlyingStore = - SimClustersANNSimilarityEngine(simClustersANNServiceNameToClientMapper, statsReceiver) - - val observedReadableStore = - ObservedReadableStore(underlyingStore)(statsReceiver.scope("SimClustersANNServiceStore")) - - val memCachedStore: ReadableStore[Query, Seq[TweetWithScore]] = - ObservedMemcachedReadableStore - .fromCacheClient( - backingStore = observedReadableStore, - cacheClient = crMixerUnifiedCacheClient, - ttl = 10.minutes - )( - valueInjection = LZ4Injection.compose(SeqObjectInjection[TweetWithScore]()), - statsReceiver = statsReceiver.scope("simclusters_ann_store_memcache"), - keyToString = { k => - //Example Query CRMixer:SCANN:1:2:1234567890ABCDEF:1234567890ABCDEF - f"CRMixer:SCANN:${k.simClustersANNQuery.sourceEmbeddingId.embeddingType.getValue()}%X" + - f":${k.simClustersANNQuery.sourceEmbeddingId.modelVersion.getValue()}%X" + - f":${keyHasher.hashKey(k.simClustersANNQuery.sourceEmbeddingId.internalId.toString.getBytes)}%X" + - f":${keyHasher.hashKey(k.simClustersANNQuery.config.toString.getBytes)}%X" - } - ) - - // Only cache the candidates if it's not Consumer-source. For example, TweetSource, - // ProducerSource, TopicSource - val wrapperStats = statsReceiver.scope("SimClustersANNWrapperStore") - - val wrapperStore: ReadableStore[Query, Seq[TweetWithScore]] = - buildWrapperStore(memCachedStore, observedReadableStore, wrapperStats) - - new StandardSimilarityEngine[ - Query, - TweetWithScore - ]( - implementingStore = wrapperStore, - identifier = SimilarityEngineType.SimClustersANN, - globalStats = statsReceiver, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = None, - enableFeatureSwitch = None - ) - ) - ) - } - - def buildWrapperStore( - memCachedStore: ReadableStore[Query, Seq[TweetWithScore]], - underlyingStore: ReadableStore[Query, Seq[TweetWithScore]], - wrapperStats: StatsReceiver - ): ReadableStore[Query, Seq[TweetWithScore]] = { - - // Only cache the candidates if it's not Consumer-source. For example, TweetSource, - // ProducerSource, TopicSource - val wrapperStore: ReadableStore[Query, Seq[TweetWithScore]] = - new ReadableStore[Query, Seq[TweetWithScore]] { - - override def multiGet[K1 <: Query]( - queries: Set[K1] - ): Map[K1, Future[Option[Seq[TweetWithScore]]]] = { - val (cacheableQueries, nonCacheableQueries) = - queries.partition { query => - CacheableShortTTLEmbeddingTypes.contains( - query.simClustersANNQuery.sourceEmbeddingId.embeddingType) - } - memCachedStore.multiGet(cacheableQueries) ++ - underlyingStore.multiGet(nonCacheableQueries) - } - } - wrapperStore - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/SkitTopicTweetSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/SkitTopicTweetSimilarityEngineModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..96fb614e4b1148653113871fa777c8f682a5e7a9 GIT binary patch literal 37425 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a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/SkitTopicTweetSimilarityEngineModule.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/SkitTopicTweetSimilarityEngineModule.scala deleted file mode 100644 index 4de20fcfe..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/SkitTopicTweetSimilarityEngineModule.scala +++ /dev/null @@ -1,88 +0,0 @@ -package com.twitter.cr_mixer.module.similarity_engine - -import com.google.inject.Provides -import com.twitter.cr_mixer.config.TimeoutConfig -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.model.TopicTweetWithScore -import com.twitter.cr_mixer.param.decider.CrMixerDecider -import com.twitter.cr_mixer.param.decider.DeciderConstants -import com.twitter.cr_mixer.similarity_engine.EngineQuery -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.DeciderConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.GatingConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.similarity_engine.SkitHighPrecisionTopicTweetSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.SkitTopicTweetSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.SkitTopicTweetSimilarityEngine.Query -import com.twitter.cr_mixer.similarity_engine.StandardSimilarityEngine -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.inject.TwitterModule -import com.twitter.storehaus.ReadableStore -import com.twitter.topic_recos.thriftscala.TopicTweet -import com.twitter.topic_recos.thriftscala.TopicTweetPartitionFlatKey -import javax.inject.Named -import javax.inject.Singleton - -object SkitTopicTweetSimilarityEngineModule extends TwitterModule { - - @Provides - @Singleton - @Named(ModuleNames.SkitHighPrecisionTopicTweetSimilarityEngine) - def providesSkitHighPrecisionTopicTweetSimilarityEngine( - @Named(ModuleNames.SkitStratoStoreName) skitStratoStore: ReadableStore[ - TopicTweetPartitionFlatKey, - Seq[TopicTweet] - ], - timeoutConfig: TimeoutConfig, - decider: CrMixerDecider, - statsReceiver: StatsReceiver - ): StandardSimilarityEngine[ - EngineQuery[Query], - TopicTweetWithScore - ] = { - new StandardSimilarityEngine[EngineQuery[Query], TopicTweetWithScore]( - implementingStore = - SkitHighPrecisionTopicTweetSimilarityEngine(skitStratoStore, statsReceiver), - identifier = SimilarityEngineType.SkitHighPrecisionTopicTweet, - globalStats = statsReceiver.scope(SimilarityEngineType.SkitHighPrecisionTopicTweet.name), - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.topicTweetEndpointTimeout, - gatingConfig = GatingConfig( - deciderConfig = - Some(DeciderConfig(decider, DeciderConstants.enableTopicTweetTrafficDeciderKey)), - enableFeatureSwitch = None - ) - ) - ) - } - @Provides - @Singleton - @Named(ModuleNames.SkitTopicTweetSimilarityEngine) - def providesSkitTfgTopicTweetSimilarityEngine( - @Named(ModuleNames.SkitStratoStoreName) skitStratoStore: ReadableStore[ - TopicTweetPartitionFlatKey, - Seq[TopicTweet] - ], - timeoutConfig: TimeoutConfig, - decider: CrMixerDecider, - statsReceiver: StatsReceiver - ): StandardSimilarityEngine[ - EngineQuery[Query], - TopicTweetWithScore - ] = { - new StandardSimilarityEngine[EngineQuery[Query], TopicTweetWithScore]( - implementingStore = SkitTopicTweetSimilarityEngine(skitStratoStore, statsReceiver), - identifier = SimilarityEngineType.SkitTfgTopicTweet, - globalStats = statsReceiver.scope(SimilarityEngineType.SkitTfgTopicTweet.name), - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.topicTweetEndpointTimeout, - gatingConfig = GatingConfig( - deciderConfig = - Some(DeciderConfig(decider, DeciderConstants.enableTopicTweetTrafficDeciderKey)), - enableFeatureSwitch = None - ) - ) - ) - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TweetBasedQigSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TweetBasedQigSimilarityEngineModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..0b7ebfea6fefb74306fb7b729e8a27874b6ded95 GIT binary patch literal 37490 zcmagFWmsIvwm*z(a1HM6?hb+A?h-U;Bf+8Z;O_43?(QCfyF&uO-T$4LIp@rrd++;x z**sL$`pH_mt7`AAR+5E;!UO{Yg9A%W;nu2DDU3}72Ll^}0RzJTwd#rk?7o=UeKAyX zw>NXrXL7T(X-t$?Topn6diH{q#4JSODUO0wwqs9Y&k&0zQJsFnqrJp@A_wtsH^CRG zKBE*2!xWp5dgo2FS|`}$)kLK$E^(r-pP`vg23hQtzn;f*YRqlUNvr&^au`g%tTb%(mu z-a=%zAw&S`_dVMlCf9LI_9K|O(uiwSoegxWpuH1-bs$yE><`E+%{M##oa0pu`p+FY z+EHrWmPY~7cpi7+$Qj2y{1+Qm0p2&{dae?h0zp34@)5icXPAywiD{U zBPd@v)rD(S+C`(2M%j6}-yDv_$-HlJ0(F;pB^10nBn$;<{6q#k?=O&_4n9Gz;NHLU ztGbhZ?kw7OUiHs2kz+`r)qP1MEI{jy{q*Gdh*(_yUP7q%d9iqXUwG_}Ebj?Z-T+ML 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b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TweetBasedQigSimilarityEngineModule.scala deleted file mode 100644 index 06d9a2186..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TweetBasedQigSimilarityEngineModule.scala +++ /dev/null @@ -1,66 +0,0 @@ -package com.twitter.cr_mixer.module.similarity_engine - -import com.google.inject.Provides -import com.twitter.conversions.DurationOps._ -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.cr_mixer.config.TimeoutConfig -import com.twitter.cr_mixer.param.decider.CrMixerDecider -import com.twitter.cr_mixer.param.decider.DeciderConstants -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine._ -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.keyHasher -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.DeciderConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.GatingConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.similarity_engine.StandardSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.TweetBasedQigSimilarityEngine -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.memcached.{Client => MemcachedClient} -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.inject.TwitterModule -import com.twitter.qig_ranker.thriftscala.QigRanker -import javax.inject.Named -import javax.inject.Singleton - -object TweetBasedQigSimilarityEngineModule extends TwitterModule { - - @Provides - @Singleton - @Named(ModuleNames.TweetBasedQigSimilarityEngine) - def providesTweetBasedQigSimilarTweetsCandidateSource( - qigRanker: QigRanker.MethodPerEndpoint, - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - decider: CrMixerDecider - ): StandardSimilarityEngine[ - TweetBasedQigSimilarityEngine.Query, - TweetWithScore - ] = { - new StandardSimilarityEngine[ - TweetBasedQigSimilarityEngine.Query, - TweetWithScore - ]( - implementingStore = TweetBasedQigSimilarityEngine(qigRanker, statsReceiver), - identifier = SimilarityEngineType.Qig, - globalStats = statsReceiver, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = - Some(DeciderConfig(decider, DeciderConstants.enableQigSimilarTweetsTrafficDeciderKey)), - enableFeatureSwitch = None - ) - ), - memCacheConfig = Some( - MemCacheConfig( - cacheClient = crMixerUnifiedCacheClient, - ttl = 10.minutes, - keyToString = { k => - f"TweetBasedQIGRanker:${keyHasher.hashKey(k.sourceId.toString.getBytes)}%X" - } - ) - ) - ) - } -} diff --git 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com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.config.TimeoutConfig -import com.twitter.cr_mixer.similarity_engine.HnswANNEngineQuery -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.GatingConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.memcached.{Client => MemcachedClient} - -object TweetBasedTwHINSimlarityEngineModule extends TwitterModule { - @Provides - @Named(ModuleNames.TweetBasedTwHINANNSimilarityEngine) - def providesTweetBasedTwHINANNSimilarityEngine( - // MH stores - @Named(EmbeddingStoreModule.TwHINEmbeddingRegularUpdateMhStoreName) - twHINEmbeddingRegularUpdateMhStore: ReadableStore[InternalId, api.Embedding], - @Named(EmbeddingStoreModule.DebuggerDemoTweetEmbeddingMhStoreName) - debuggerDemoTweetEmbeddingMhStore: ReadableStore[InternalId, api.Embedding], - // ANN clients - @Named(AnnQueryServiceClientModule.TwHINRegularUpdateAnnServiceClientName) - twHINRegularUpdateAnnService: AnnQueryService.MethodPerEndpoint, - @Named(AnnQueryServiceClientModule.DebuggerDemoAnnServiceClientName) - debuggerDemoAnnService: AnnQueryService.MethodPerEndpoint, - // Other configs - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver - ): HnswANNSimilarityEngine = { - new HnswANNSimilarityEngine( - embeddingStoreLookUpMap = Map( - ModelConfig.TweetBasedTwHINRegularUpdateAll20221024 -> twHINEmbeddingRegularUpdateMhStore, - ModelConfig.DebuggerDemo -> debuggerDemoTweetEmbeddingMhStore, - ), - annServiceLookUpMap = Map( - ModelConfig.TweetBasedTwHINRegularUpdateAll20221024 -> twHINRegularUpdateAnnService, - ModelConfig.DebuggerDemo -> debuggerDemoAnnService, - ), - globalStats = statsReceiver, - identifier = SimilarityEngineType.TweetBasedTwHINANN, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = None, - enableFeatureSwitch = None - ) - ), - memCacheConfigOpt = Some( - SimilarityEngine.MemCacheConfig[HnswANNEngineQuery]( - cacheClient = crMixerUnifiedCacheClient, - ttl = 30.minutes, - keyToString = (query: HnswANNEngineQuery) => - SimilarityEngine.keyHasher.hashKey(query.cacheKey.getBytes).toString - )) - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TweetBasedUnifiedSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TweetBasedUnifiedSimilarityEngineModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..370c997b777e5f219f795d93470adaacb8b0b857 GIT binary patch literal 37416 zcmagFWmsIvwm*z(a1HM6?hb+A?h-U;Bf;H*ySuwPq;Yo%?iM5v-2LB~nRCv}x%a;B zm(4@fT0dE9Q&qitqa+Ing$V`*1_zds%B@wUQWTd24hA*~0|tfx8r2mC*nKgx`(mi( 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-import com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object AdsParams { - object AdsCandidateGenerationMaxCandidatesNumParam - extends FSBoundedParam[Int]( - name = "ads_candidate_generation_max_candidates_num", - default = 400, - min = 0, - max = 2000 - ) - - object EnableScoreBoost - extends FSParam[Boolean]( - name = "ads_candidate_generation_enable_score_boost", - default = false - ) - - object AdsCandidateGenerationScoreBoostFactor - extends FSBoundedParam[Double]( - name = "ads_candidate_generation_score_boost_factor", - default = 10000.0, - min = 1.0, - max = 100000.0 - ) - - object EnableScribe - extends FSParam[Boolean]( - name = "ads_candidate_generation_enable_scribe", - default = false - ) - - val AllParams: Seq[Param[_] with FSName] = Seq( - AdsCandidateGenerationMaxCandidatesNumParam, - EnableScoreBoost, - AdsCandidateGenerationScoreBoostFactor - ) - - lazy val config: BaseConfig = { - val intOverrides = FeatureSwitchOverrideUtil.getBoundedIntFSOverrides( - AdsCandidateGenerationMaxCandidatesNumParam) - - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableScoreBoost, - EnableScribe - ) - - val doubleOverrides = - FeatureSwitchOverrideUtil.getBoundedDoubleFSOverrides(AdsCandidateGenerationScoreBoostFactor) - - BaseConfigBuilder() - .set(intOverrides: _*) - .set(booleanOverrides: _*) - .set(doubleOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/BUILD b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/BUILD deleted file mode 100644 index b24a21394..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/BUILD +++ /dev/null @@ -1,27 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/javax/inject:javax.inject", - "abdecider/src/main/scala", - "configapi/configapi-abdecider", - "configapi/configapi-core", - "configapi/configapi-featureswitches:v2", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/model", - "cr-mixer/thrift/src/main/thrift:thrift-scala", - "decider/src/main/scala", - "discovery-common/src/main/scala/com/twitter/discovery/common/configapi", - "featureswitches/featureswitches-core", - "featureswitches/featureswitches-core/src/main/scala/com/twitter/featureswitches/v2/builder", - "finagle-internal/mtls/src/main/scala/com/twitter/finagle/mtls/authentication", - "follow-recommendations-service/thrift/src/main/thrift:thrift-scala", - "product-mixer/core/src/main/thrift/com/twitter/product_mixer/core:thrift-scala", - "scribelib/marshallers/src/main/scala/com/twitter/scribelib/marshallers", - "src/scala/com/twitter/simclusters_v2/common", - "src/thrift/com/twitter/search:earlybird-scala", - "src/thrift/com/twitter/simclusters_v2:simclusters_v2-thrift-scala", - "user-signal-service/thrift/src/main/thrift:thrift-scala", - ], -) diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/BUILD.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..746e4458decf297b162f19010af71add61e31368 GIT binary patch literal 37078 zcmagEWmsIvwm*z(a1HM6?hb+A?ruRF2@Z`1cMI1`G@X)T%2Eu>Wjs|JhK@ z!@=BHpUK_MwlPUwaa9EM%h?N7GP4kgmpBSm*^UE^14A61M0NTNkMYWeKYMo%0cN3MaxWtLReuic~8Dz0{{(2tMsRj4GWE`o?qVz7|+#pO% zONRIRX)bV<-I{(rL-gP?u^gR%B&`RqXzI!s4Rqq6U^o@QG3e0h{2A`t4sr)Im7@{r zUHVV^V@j?s6TWU_58{53SuaaWR2rE!=?HE9JYU0%&ef&97&XKXIM=#P($_m#syo)L z_7)<$4TIA}2k)H#Y=Wq2W`96tX};O>=NzwU(0}UC z(T-O0u{sKr#`C-rN6t9z381B}C)H1cNn`7Xsq_xI>%Y6BEsUWMdRPiIxSN}mx0_J+ 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@@ -package com.twitter.cr_mixer.param - -import com.twitter.cr_mixer.model.ModelConfig.TwoTowerFavALL20220808 -import com.twitter.timelines.configapi.BaseConfig -import com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object ConsumerEmbeddingBasedTwoTowerParams { - object ModelIdParam - extends FSParam[String]( - name = "consumer_embedding_based_two_tower_model_id", - default = TwoTowerFavALL20220808, - ) // Note: this default value does not match with ModelIds yet. This FS is a placeholder - - val AllParams: Seq[Param[_] with FSName] = Seq( - ModelIdParam - ) - - lazy val config: BaseConfig = { - val stringFSOverrides = - FeatureSwitchOverrideUtil.getStringFSOverrides( - ModelIdParam - ) - - BaseConfigBuilder() - .set(stringFSOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/ConsumersBasedUserAdGraphParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/ConsumersBasedUserAdGraphParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..e7018903fd952db61cebd17fa2b5fb2025e1c476 GIT binary patch literal 37177 zcmagEWmsIvwm*!!dvJGmcL)S`m!Lr#cNz~6+=IKjySsSq6a3*C zGs>Yb%yAj1cfQ1{bwXV}P1Jf4k|zcR8Cv<|ki|av>v_zl7Cd`Wab&WKGP^``gD^EM z89wi(xxra?Yx?<(Fhb76b94ifv>(8tX)0qhF-V3&;8caipu?*3XLxcuC>+#Pk49*A z89wceDZ9N)__>omNcc--y(}?PYi8P{BeVtZehoK1*O2~f+z>zDT&;#u=Xh0<;ZujM zPPDqO)lrZPzSo@uO2%x-Q28#-Gqk! z2 z^L661$Q~$Dw9?h7B59zF(@T7Cwrgs!ke*Ml#86}#q-CNrADFw?tG!8g(a>(R2A2%q 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-import com.twitter.timelines.configapi.Param - -/** - * ConsumersBasedUserTweetGraph Params, there are multiple ways (e.g. FRS, RealGraphOon) to generate consumersSeedSet for ConsumersBasedUserTweetGraph - * for now we allow flexibility in tuning UTG params for different consumersSeedSet generation algo by giving the param name {consumerSeedSetAlgo}{ParamName} - */ - -object ConsumersBasedUserTweetGraphParams { - - object EnableSourceParam - extends FSParam[Boolean]( - name = "consumers_based_user_tweet_graph_enable_source", - default = false - ) - - val AllParams: Seq[Param[_] with FSName] = Seq( - EnableSourceParam, - ) - - lazy val config: BaseConfig = { - - val intOverrides = FeatureSwitchOverrideUtil.getBoundedIntFSOverrides() - - val doubleOverrides = - FeatureSwitchOverrideUtil.getBoundedDoubleFSOverrides() - - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableSourceParam - ) - - BaseConfigBuilder() - .set(intOverrides: _*) - .set(booleanOverrides: _*) - .set(doubleOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/ConsumersBasedUserVideoGraphParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/ConsumersBasedUserVideoGraphParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..505ef9ef6b6be4b7fda4c4f449c786a28af9e347 GIT binary patch literal 37353 zcmagEWmsIvwm*z(a1HM6?hb(jcZcBKNN{L8KyVN4?(Xgm!QFxfcmH>0=A1Kg?!E8( zW%tunwSKbJ?yB0mOYsvV6ebuL7#vvgcW%vc<@}fga4@hD7%(slP^*qO!0wBw-4_E@ zcY9MOJtj9>oB9Mfg%uIhuV*hpFD>Z^0UJX<_;u0r%dTAQDWRQhkxobI0r)J!{k};$*3(`A;v;8nt zO=({5C%M2`cB*>$4A6tl#Im&g6Eq*dBB{%x)X|9tg5Z<|N1#J0bEmnp+sN%zm5+v~ zcjzs4M-*LN#(Z4K9>jemGhP;%sMOP~QxRJHc)o`ko~ucHHLQ#6bE}K1S97RY z>CQ)X8$bl0{`hIz#pF7w!F~i&QyhM+qP>o874-82U>!(RHFE%&q48$NpLM*VPH)ks ztre;2ZFv+RjpuPEj+}Pf(Rqhpd*L!zIn;%6X^spGBe>XcLXFI0m zJB0F;Q%$&9xm7eOahRQ#`_17NS3=&qO~OEs#!sZr^Zo+)Y40=iGVc95 zzluBQ=k|hK=N11PV_AkoTAh~!!aTIjn9on1kBEh(?A*dhbIqN#sTA6TxNeVvLw1W 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+++ /dev/null @@ -1,81 +0,0 @@ -package com.twitter.cr_mixer.param - -import com.twitter.cr_mixer.model.ModelConfig -import com.twitter.timelines.configapi.BaseConfig -import com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object CustomizedRetrievalBasedCandidateGenerationParams { - - // Offline SimClusters InterestedIn params - object EnableOfflineInterestedInParam - extends FSParam[Boolean]( - name = "customized_retrieval_based_candidate_generation_enable_offline_interestedin", - default = false - ) - - // Offline SimClusters FTR-based InterestedIn - object EnableOfflineFTRInterestedInParam - extends FSParam[Boolean]( - name = "customized_retrieval_based_candidate_generation_enable_ftr_offline_interestedin", - default = false - ) - - // TwHin Collab Filter Cluster params - object EnableTwhinCollabFilterClusterParam - extends FSParam[Boolean]( - name = "customized_retrieval_based_candidate_generation_enable_twhin_collab_filter_cluster", - default = false - ) - - // TwHin Multi Cluster params - object EnableTwhinMultiClusterParam - extends FSParam[Boolean]( - name = "customized_retrieval_based_candidate_generation_enable_twhin_multi_cluster", - default = false - ) - - object EnableRetweetBasedDiffusionParam - extends FSParam[Boolean]( - name = "customized_retrieval_based_candidate_generation_enable_retweet_based_diffusion", - default = false - ) - object CustomizedRetrievalBasedRetweetDiffusionSource - extends FSParam[String]( - name = - "customized_retrieval_based_candidate_generation_offline_retweet_based_diffusion_model_id", - default = ModelConfig.RetweetBasedDiffusion - ) - - val AllParams: Seq[Param[_] with FSName] = Seq( - EnableOfflineInterestedInParam, - EnableOfflineFTRInterestedInParam, - EnableTwhinCollabFilterClusterParam, - EnableTwhinMultiClusterParam, - EnableRetweetBasedDiffusionParam, - CustomizedRetrievalBasedRetweetDiffusionSource - ) - - lazy val config: BaseConfig = { - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableOfflineInterestedInParam, - EnableOfflineFTRInterestedInParam, - EnableTwhinCollabFilterClusterParam, - EnableTwhinMultiClusterParam, - EnableRetweetBasedDiffusionParam - ) - - val stringFSOverrides = - FeatureSwitchOverrideUtil.getStringFSOverrides( - CustomizedRetrievalBasedRetweetDiffusionSource - ) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .set(stringFSOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/CustomizedRetrievalBasedFTROfflineInterestedInParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/CustomizedRetrievalBasedFTROfflineInterestedInParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..a4f269a3acf2461800de6f00021f82772d4695a4 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a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/CustomizedRetrievalBasedTwhinParams.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/CustomizedRetrievalBasedTwhinParams.scala deleted file mode 100644 index 646cdb163..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/CustomizedRetrievalBasedTwhinParams.scala +++ /dev/null @@ -1,60 +0,0 @@ -package com.twitter.cr_mixer.param - -import com.twitter.cr_mixer.model.ModelConfig -import com.twitter.timelines.configapi.BaseConfig -import com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object CustomizedRetrievalBasedTwhinParams { - - // Model slots available for TwhinCollab and MultiCluster - object CustomizedRetrievalBasedTwhinCollabFilterFollowSource - extends FSParam[String]( - name = "customized_retrieval_based_offline_twhin_collab_filter_follow_model_id", - default = ModelConfig.TwhinCollabFilterForFollow - ) - - object CustomizedRetrievalBasedTwhinCollabFilterEngagementSource - extends FSParam[String]( - name = "customized_retrieval_based_offline_twhin_collab_filter_engagement_model_id", - default = ModelConfig.TwhinCollabFilterForEngagement - ) - - object CustomizedRetrievalBasedTwhinMultiClusterFollowSource - extends FSParam[String]( - name = "customized_retrieval_based_offline_twhin_multi_cluster_follow_model_id", - default = ModelConfig.TwhinMultiClusterForFollow - ) - - object CustomizedRetrievalBasedTwhinMultiClusterEngagementSource - extends FSParam[String]( - name = "customized_retrieval_based_offline_twhin_multi_cluster_engagement_model_id", - default = ModelConfig.TwhinMultiClusterForEngagement - ) - - val AllParams: Seq[Param[_] with FSName] = - Seq( - CustomizedRetrievalBasedTwhinCollabFilterFollowSource, - CustomizedRetrievalBasedTwhinCollabFilterEngagementSource, - CustomizedRetrievalBasedTwhinMultiClusterFollowSource, - CustomizedRetrievalBasedTwhinMultiClusterEngagementSource, - ) - - lazy val config: BaseConfig = { - - val stringFSOverrides = - FeatureSwitchOverrideUtil.getStringFSOverrides( - CustomizedRetrievalBasedTwhinCollabFilterFollowSource, - CustomizedRetrievalBasedTwhinCollabFilterEngagementSource, - CustomizedRetrievalBasedTwhinMultiClusterFollowSource, - CustomizedRetrievalBasedTwhinMultiClusterEngagementSource, - ) - - BaseConfigBuilder() - .set(stringFSOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/EarlybirdFrsBasedCandidateGenerationParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/EarlybirdFrsBasedCandidateGenerationParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..480c80fea15e1e70079f3a6266803451424dd4ee GIT binary patch literal 37871 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b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/EarlybirdFrsBasedCandidateGenerationParams.scala deleted file mode 100644 index 2a9ffb424..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/EarlybirdFrsBasedCandidateGenerationParams.scala +++ /dev/null @@ -1,117 +0,0 @@ -package com.twitter.cr_mixer.param - -import com.twitter.conversions.DurationOps._ -import com.twitter.cr_mixer.model.EarlybirdSimilarityEngineType -import com.twitter.cr_mixer.model.EarlybirdSimilarityEngineType_ModelBased -import com.twitter.cr_mixer.model.EarlybirdSimilarityEngineType_RecencyBased -import com.twitter.cr_mixer.model.EarlybirdSimilarityEngineType_TensorflowBased -import com.twitter.finagle.stats.NullStatsReceiver -import com.twitter.logging.Logger -import com.twitter.timelines.configapi.BaseConfig -import com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.DurationConversion -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSEnumParam -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.HasDurationConversion -import com.twitter.timelines.configapi.Param -import com.twitter.util.Duration - -object EarlybirdFrsBasedCandidateGenerationParams { - object CandidateGenerationEarlybirdSimilarityEngineType extends Enumeration { - protected case class SimilarityEngineType(rankingMode: EarlybirdSimilarityEngineType) - extends super.Val - import scala.language.implicitConversions - implicit def valueToEarlybirdRankingMode(x: Value): SimilarityEngineType = - x.asInstanceOf[SimilarityEngineType] - - val EarlybirdRankingMode_RecencyBased: SimilarityEngineType = SimilarityEngineType( - EarlybirdSimilarityEngineType_RecencyBased) - val EarlybirdRankingMode_ModelBased: SimilarityEngineType = SimilarityEngineType( - EarlybirdSimilarityEngineType_ModelBased) - val EarlybirdRankingMode_TensorflowBased: SimilarityEngineType = SimilarityEngineType( - EarlybirdSimilarityEngineType_TensorflowBased) - } - - object FrsBasedCandidateGenerationEarlybirdSimilarityEngineTypeParam - extends FSEnumParam[CandidateGenerationEarlybirdSimilarityEngineType.type]( - name = "frs_based_candidate_generation_earlybird_ranking_mode_id", - default = - CandidateGenerationEarlybirdSimilarityEngineType.EarlybirdRankingMode_RecencyBased, - enum = CandidateGenerationEarlybirdSimilarityEngineType - ) - - object FrsBasedCandidateGenerationRecencyBasedEarlybirdMaxTweetsPerUser - extends FSBoundedParam[Int]( - name = "frs_based_candidate_generation_earlybird_max_tweets_per_user", - default = 100, - min = 0, - /** - * Note max should be equal to EarlybirdRecencyBasedCandidateStoreModule.DefaultMaxNumTweetPerUser. - * Which is the size of the memcached result list. - */ - max = 100 - ) - - object FrsBasedCandidateGenerationEarlybirdMaxTweetAge - extends FSBoundedParam[Duration]( - name = "frs_based_candidate_generation_earlybird_max_tweet_age_hours", - default = 24.hours, - min = 12.hours, - /** - * Note max could be related to EarlybirdRecencyBasedCandidateStoreModule.DefaultMaxNumTweetPerUser. - * Which is the size of the memcached result list for recency based earlybird candidate source. - * E.g. if max = 720.hours, we may want to increase the DefaultMaxNumTweetPerUser. - */ - max = 96.hours - ) - with HasDurationConversion { - override val durationConversion: DurationConversion = DurationConversion.FromHours - } - - object FrsBasedCandidateGenerationEarlybirdFilterOutRetweetsAndReplies - extends FSParam[Boolean]( - name = "frs_based_candidate_generation_earlybird_filter_out_retweets_and_replies", - default = true - ) - - val AllParams: Seq[Param[_] with FSName] = Seq( - FrsBasedCandidateGenerationEarlybirdSimilarityEngineTypeParam, - FrsBasedCandidateGenerationRecencyBasedEarlybirdMaxTweetsPerUser, - FrsBasedCandidateGenerationEarlybirdMaxTweetAge, - FrsBasedCandidateGenerationEarlybirdFilterOutRetweetsAndReplies, - ) - - lazy val config: BaseConfig = { - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - FrsBasedCandidateGenerationEarlybirdFilterOutRetweetsAndReplies, - ) - - val doubleOverrides = FeatureSwitchOverrideUtil.getBoundedDoubleFSOverrides() - - val intOverrides = FeatureSwitchOverrideUtil.getBoundedIntFSOverrides( - FrsBasedCandidateGenerationRecencyBasedEarlybirdMaxTweetsPerUser - ) - - val durationFSOverrides = - FeatureSwitchOverrideUtil.getDurationFSOverrides( - FrsBasedCandidateGenerationEarlybirdMaxTweetAge - ) - - val enumOverrides = FeatureSwitchOverrideUtil.getEnumFSOverrides( - NullStatsReceiver, - Logger(getClass), - FrsBasedCandidateGenerationEarlybirdSimilarityEngineTypeParam, - ) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .set(doubleOverrides: _*) - .set(intOverrides: _*) - .set(enumOverrides: _*) - .set(durationFSOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/FrsParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/FrsParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..832b9ccf125127b6546f04f46a2531af40369607 GIT binary patch literal 37790 zcmagEb9`Rgwm%%(Zfx6j(%5!mKe3G_Y3#Kgk=RKC2W4 z#TcKNcJE8LRxi-)(@d!=CVr}~pQ%|u3SQz4mS?dubhN>!71C3}n6h=j095TG7V3sSdlgvR)<#?28kIr&` zT*>Wq(%+r*Q7k|r`*oR-QX|VI1Fk)g`)h>Jg}UTtqsD|m=Q_73x&|i;b;tU(z9J-# zVR!(__aAn>jP4VfY{yXbWl=Y(I-6+Lp+8OmHX)R?b4TFWn(y{}xhHEHbe5eu+A(Ur zR>#3oxL)^SNSPG8E>8zcxRX!p21NZkdMX}_9kIUf(_w#e|c9ZG>qsX5* z)P?F)Iz(bq#@Kkc-W`v{NPTZ}Lv&Yo#1(uy#SI0h1BC~@A1;xe4?aPz;yfS(R^Lm# zbQSNrt_9_r$kC_J=)NWs6r%RTe|q+Qf-kA~ATHSVvQ)CMFEoBnn*WR;Zvdk7k1l#r z$_hUKySE7j0s;^GYv^QV>&(RX`&gAQB?Hca5^ydkF-lQl->fcPxMCoFBwr}l`*rfH z*xpa7c(uDrSzKQWtB>&Te9y#uF{1!)nXcG2SkqX0At-ODPiu?jva!Q(9VP{~GmykX 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-import com.twitter.finagle.stats.NullStatsReceiver -import com.twitter.logging.Logger -import com.twitter.simclusters_v2.thriftscala.{EmbeddingType => SimClustersEmbeddingType} -import com.twitter.timelines.configapi.BaseConfig -import com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSEnumParam -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object InterestedInParams { - - object SourceEmbedding extends Enumeration { - protected case class EmbeddingType(embeddingType: SimClustersEmbeddingType) extends super.Val - import scala.language.implicitConversions - implicit def valueToEmbeddingtype(x: Value): EmbeddingType = x.asInstanceOf[EmbeddingType] - - val UserInterestedIn: Value = EmbeddingType(SimClustersEmbeddingType.FilteredUserInterestedIn) - val UnfilteredUserInterestedIn: Value = EmbeddingType( - SimClustersEmbeddingType.UnfilteredUserInterestedIn) - val FromProducerEmbedding: Value = EmbeddingType( - SimClustersEmbeddingType.FilteredUserInterestedInFromPE) - val LogFavBasedUserInterestedInFromAPE: Value = EmbeddingType( - SimClustersEmbeddingType.LogFavBasedUserInterestedInFromAPE) - val FollowBasedUserInterestedInFromAPE: Value = EmbeddingType( - SimClustersEmbeddingType.FollowBasedUserInterestedInFromAPE) - val UserNextInterestedIn: Value = EmbeddingType(SimClustersEmbeddingType.UserNextInterestedIn) - // AddressBook based InterestedIn - val LogFavBasedUserInterestedAverageAddressBookFromIIAPE: Value = EmbeddingType( - SimClustersEmbeddingType.LogFavBasedUserInterestedAverageAddressBookFromIIAPE) - val LogFavBasedUserInterestedMaxpoolingAddressBookFromIIAPE: Value = EmbeddingType( - SimClustersEmbeddingType.LogFavBasedUserInterestedMaxpoolingAddressBookFromIIAPE) - val LogFavBasedUserInterestedBooktypeMaxpoolingAddressBookFromIIAPE: Value = EmbeddingType( - SimClustersEmbeddingType.LogFavBasedUserInterestedBooktypeMaxpoolingAddressBookFromIIAPE) - val LogFavBasedUserInterestedLargestDimMaxpoolingAddressBookFromIIAPE: Value = EmbeddingType( - SimClustersEmbeddingType.LogFavBasedUserInterestedLargestDimMaxpoolingAddressBookFromIIAPE) - val LogFavBasedUserInterestedLouvainMaxpoolingAddressBookFromIIAPE: Value = EmbeddingType( - SimClustersEmbeddingType.LogFavBasedUserInterestedLouvainMaxpoolingAddressBookFromIIAPE) - val LogFavBasedUserInterestedConnectedMaxpoolingAddressBookFromIIAPE: Value = EmbeddingType( - SimClustersEmbeddingType.LogFavBasedUserInterestedConnectedMaxpoolingAddressBookFromIIAPE) - } - - object EnableSourceParam - extends FSParam[Boolean]( - name = "twistly_interestedin_enable_source", - default = true - ) - - object InterestedInEmbeddingIdParam - extends FSEnumParam[SourceEmbedding.type]( - name = "twistly_interestedin_embedding_id", - default = SourceEmbedding.UnfilteredUserInterestedIn, - enum = SourceEmbedding - ) - - object MinScoreParam - extends FSBoundedParam[Double]( - name = "twistly_interestedin_min_score", - default = 0.072, - min = 0.0, - max = 1.0 - ) - - object EnableSourceSequentialModelParam - extends FSParam[Boolean]( - name = "twistly_interestedin_sequential_model_enable_source", - default = false - ) - - object NextInterestedInEmbeddingIdParam - extends FSEnumParam[SourceEmbedding.type]( - name = "twistly_interestedin_sequential_model_embedding_id", - default = SourceEmbedding.UserNextInterestedIn, - enum = SourceEmbedding - ) - - object MinScoreSequentialModelParam - extends FSBoundedParam[Double]( - name = "twistly_interestedin_sequential_model_min_score", - default = 0.0, - min = 0.0, - max = 1.0 - ) - - object EnableSourceAddressBookParam - extends FSParam[Boolean]( - name = "twistly_interestedin_addressbook_enable_source", - default = false - ) - - object AddressBookInterestedInEmbeddingIdParam - extends FSEnumParam[SourceEmbedding.type]( - name = "twistly_interestedin_addressbook_embedding_id", - default = SourceEmbedding.LogFavBasedUserInterestedLouvainMaxpoolingAddressBookFromIIAPE, - enum = SourceEmbedding - ) - - object MinScoreAddressBookParam - extends FSBoundedParam[Double]( - name = "twistly_interestedin_addressbook_min_score", - default = 0.0, - min = 0.0, - max = 1.0 - ) - - // Prod SimClusters ANN param - // This is used to enable/disable querying of production SANN service. Useful when experimenting - // with replacements to it. - object EnableProdSimClustersANNParam - extends FSParam[Boolean]( - name = "twistly_interestedin_enable_prod_simclusters_ann", - default = true - ) - - // Experimental SimClusters ANN params - object EnableExperimentalSimClustersANNParam - extends FSParam[Boolean]( - name = "twistly_interestedin_enable_experimental_simclusters_ann", - default = false - ) - - // SimClusters ANN 1 cluster params - object EnableSimClustersANN1Param - extends FSParam[Boolean]( - name = "twistly_interestedin_enable_simclusters_ann_1", - default = false - ) - - // SimClusters ANN 2 cluster params - object EnableSimClustersANN2Param - extends FSParam[Boolean]( - name = "twistly_interestedin_enable_simclusters_ann_2", - default = false - ) - - // SimClusters ANN 3 cluster params - object EnableSimClustersANN3Param - extends FSParam[Boolean]( - name = "twistly_interestedin_enable_simclusters_ann_3", - default = false - ) - - // SimClusters ANN 5 cluster params - object EnableSimClustersANN5Param - extends FSParam[Boolean]( - name = "twistly_interestedin_enable_simclusters_ann_5", - default = false - ) - - // SimClusters ANN 4 cluster params - object EnableSimClustersANN4Param - extends FSParam[Boolean]( - name = "twistly_interestedin_enable_simclusters_ann_4", - default = false - ) - val AllParams: Seq[Param[_] with FSName] = Seq( - EnableSourceParam, - EnableSourceSequentialModelParam, - EnableSourceAddressBookParam, - EnableProdSimClustersANNParam, - EnableExperimentalSimClustersANNParam, - EnableSimClustersANN1Param, - EnableSimClustersANN2Param, - EnableSimClustersANN3Param, - EnableSimClustersANN5Param, - EnableSimClustersANN4Param, - MinScoreParam, - MinScoreSequentialModelParam, - MinScoreAddressBookParam, - InterestedInEmbeddingIdParam, - NextInterestedInEmbeddingIdParam, - AddressBookInterestedInEmbeddingIdParam, - ) - - lazy val config: BaseConfig = { - - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableSourceParam, - EnableSourceSequentialModelParam, - EnableSourceAddressBookParam, - EnableProdSimClustersANNParam, - EnableExperimentalSimClustersANNParam, - EnableSimClustersANN1Param, - EnableSimClustersANN2Param, - EnableSimClustersANN3Param, - EnableSimClustersANN5Param, - EnableSimClustersANN4Param - ) - - val doubleOverrides = FeatureSwitchOverrideUtil.getBoundedDoubleFSOverrides( - MinScoreParam, - MinScoreSequentialModelParam, - MinScoreAddressBookParam) - - val enumOverrides = FeatureSwitchOverrideUtil.getEnumFSOverrides( - NullStatsReceiver, - Logger(getClass), - InterestedInEmbeddingIdParam, - NextInterestedInEmbeddingIdParam, - AddressBookInterestedInEmbeddingIdParam - ) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .set(doubleOverrides: _*) - .set(enumOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/ProducerBasedCandidateGenerationParams.docx 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name = "producer_based_user_ad_graph_min_co_occurrence", - default = 2, - min = 0, - max = 500 - ) - - object MinScoreParam - extends FSBoundedParam[Double]( - name = "producer_based_user_ad_graph_min_score", - default = 3.0, - min = 0.0, - max = 10.0 - ) - - object MaxNumFollowersParam - extends FSBoundedParam[Int]( - name = "producer_based_user_ad_graph_max_num_followers", - default = 500, - min = 100, - max = 1000 - ) - - val AllParams: Seq[Param[_] with FSName] = - Seq(MinCoOccurrenceParam, MaxNumFollowersParam, MinScoreParam) - - lazy val config: BaseConfig = { - - val intOverrides = FeatureSwitchOverrideUtil.getBoundedIntFSOverrides( - MinCoOccurrenceParam, - MaxNumFollowersParam, - ) - - val doubleOverrides = FeatureSwitchOverrideUtil.getBoundedDoubleFSOverrides(MinScoreParam) - - BaseConfigBuilder() - .set(intOverrides: _*) - .set(doubleOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/ProducerBasedUserTweetGraphParams.docx 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--- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/ProducerBasedUserTweetGraphParams.scala +++ /dev/null @@ -1,53 +0,0 @@ -package com.twitter.cr_mixer.param - -import com.twitter.timelines.configapi.BaseConfig -import com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object ProducerBasedUserTweetGraphParams { - - object MinCoOccurrenceParam - extends FSBoundedParam[Int]( - name = "producer_based_user_tweet_graph_min_co_occurrence", - default = 4, - min = 0, - max = 500 - ) - - object MinScoreParam - extends FSBoundedParam[Double]( - name = "producer_based_user_tweet_graph_min_score", - default = 3.0, - min = 0.0, - max = 10.0 - ) - - object MaxNumFollowersParam - extends FSBoundedParam[Int]( - name = "producer_based_user_tweet_graph_max_num_followers", - default = 500, - min = 100, - max = 1000 - ) - - val AllParams: Seq[Param[_] with FSName] = - Seq(MinCoOccurrenceParam, MaxNumFollowersParam, MinScoreParam) - - lazy val config: BaseConfig = { - - val intOverrides = FeatureSwitchOverrideUtil.getBoundedIntFSOverrides( - MinCoOccurrenceParam, - MaxNumFollowersParam, - ) - - val doubleOverrides = FeatureSwitchOverrideUtil.getBoundedDoubleFSOverrides(MinScoreParam) - - BaseConfigBuilder() - .set(intOverrides: _*) - .set(doubleOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RankerParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RankerParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..78ea3b192e2e7a3de91569bd42ab14384310db28 GIT binary patch literal 37216 zcmagFWmsIvwm*z(a1HM6?hb+A?h-U;Bf+8Z;O_43?(QCfy9EgZcmH>0=A1Kg?!E8( zW%E!~>nCgNuByGeT1gfX3KI+r3=S+Ug1`G@X)T%2Eu=`?W_r*}n 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MiNNg9*#qJM09(*n;{X5v literal 0 HcmV?d00001 diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RealGraphOonParams.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RealGraphOonParams.scala deleted file mode 100644 index 8b303c55b..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RealGraphOonParams.scala +++ /dev/null @@ -1,51 +0,0 @@ -package com.twitter.cr_mixer.param - -import com.twitter.timelines.configapi.BaseConfig -import com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object RealGraphOonParams { - object EnableSourceParam - extends FSParam[Boolean]( - name = "signal_realgraphoon_enable_source", - default = false - ) - - object EnableSourceGraphParam - extends FSParam[Boolean]( - name = "graph_realgraphoon_enable_source", - default = false - ) - - object MaxConsumerSeedsNumParam - extends FSBoundedParam[Int]( - name = "graph_realgraphoon_max_user_seeds_num", - default = 200, - min = 0, - max = 1000 - ) - - val AllParams: Seq[Param[_] with FSName] = Seq( - EnableSourceParam, - EnableSourceGraphParam, - MaxConsumerSeedsNumParam - ) - - lazy val config: BaseConfig = { - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableSourceParam, - EnableSourceGraphParam - ) - - val intOverrides = FeatureSwitchOverrideUtil.getBoundedIntFSOverrides(MaxConsumerSeedsNumParam) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .set(intOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RecentFollowsParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RecentFollowsParams.docx new file mode 100644 index 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RecentFollowsParams { - object EnableSourceParam - extends FSParam[Boolean]( - name = "twistly_recentfollows_enable_source", - default = true - ) - - val AllParams: Seq[Param[_] with FSName] = Seq(EnableSourceParam) - lazy val config: BaseConfig = { - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableSourceParam - ) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RecentNegativeSignalParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RecentNegativeSignalParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..2b23eb7b89806224729e0aff109f0065dcbf4f8d GIT binary patch literal 37097 zcmagEWmsIvwm*!!dvJGmcL*f7I|L2dxYKxWx8UyX?(QMDTaZ9-_kU+*&N(yZ-uu2^ zHV;*6{ba4(Rn@z<(nm-rEHE%IIIy&@JX)11g>gyXU|?e~U|^V_QC$guowJ#pv!R-Y zy_u6fv%9TLW0Jh$swmo*vlr}S7GY8^2~_N|9eY}P#yEV*>hv34?Io5IIf#e53H~tk 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com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object RecentNotificationsParams { - object EnableSourceParam - extends FSParam[Boolean]( - name = "twistly_recentnotifications_enable_source", - default = false - ) - - val AllParams: Seq[Param[_] with FSName] = Seq(EnableSourceParam) - - lazy val config: BaseConfig = { - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableSourceParam - ) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RecentOriginalTweetsParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RecentOriginalTweetsParams.docx new file mode 100644 index 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FSParam[Boolean]( - name = "twistly_recentoriginaltweets_enable_source", - default = false - ) - - val AllParams: Seq[Param[_] with FSName] = Seq(EnableSourceParam) - - lazy val config: BaseConfig = { - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides(EnableSourceParam) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RecentReplyTweetsParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RecentReplyTweetsParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..f6c980854645ed35a02aae9e25af0c3b1a580aca GIT binary patch literal 36998 zcmagEb9`RSx<4G-Zfx6j(%5#xhIeeEvDMhNZM$h~HE7b<{@s1B_p|po=Y9WK`DA9U zFRp9NtXbMOw9sP@DlHWjeN#4bFO`fcoOL)sXc=EA*kBcOz#gf zoS@8mwFA6{Xd&mKxjKQ#T8|(xR8_GWXhg#yFe(D$kYP0ivs`(dWcF$*$D>qxbf5Rf zm0VvZ{oF_&#r!3*UzZsvHL|QT;MxPYzlIxKs7rn^YD^e(s&k#9YjCtscc@?MD?)M~ 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com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object RecentReplyTweetsParams { - // Source params - object EnableSourceParam - extends FSParam[Boolean]( - name = "twistly_recentreplytweets_enable_source", - default = false - ) - - val AllParams: Seq[Param[_] with FSName] = Seq(EnableSourceParam) - - lazy val config: BaseConfig = { - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides(EnableSourceParam) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RecentRetweetsParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RecentRetweetsParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..039cc8b58ba7bc371d34c6dab8b5e8867c7a3842 GIT binary patch literal 37003 zcmagFWmp{9wm*!!dvJGmcL)S`m!Lr#cN!1w7Tn$4-8}?%3y?r?_kU+*&N(yZ-uu2^ 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com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object RecentTweetFavoritesParams { - // Source params - object EnableSourceParam - extends FSParam[Boolean]( - name = "twistly_recenttweetfavorites_enable_source", - default = true - ) - - val AllParams: Seq[Param[_] with FSName] = Seq(EnableSourceParam) - - lazy val config: BaseConfig = { - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableSourceParam - ) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RelatedTweetGlobalParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RelatedTweetGlobalParams.docx new file mode 100644 index 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a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RelatedTweetProducerBasedParams.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RelatedTweetProducerBasedParams.scala deleted file mode 100644 index 3851f6144..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RelatedTweetProducerBasedParams.scala +++ /dev/null @@ -1,111 +0,0 @@ -package com.twitter.cr_mixer.param - -import com.twitter.timelines.configapi.BaseConfig -import com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object RelatedTweetProducerBasedParams { - - // UTG params - object EnableUTGParam - extends FSParam[Boolean]( - name = "related_tweet_producer_based_enable_utg", - default = false - ) - - // SimClusters params - object EnableSimClustersANNParam - extends FSParam[Boolean]( - name = "related_tweet_producer_based_enable_simclusters", - default = true - ) - - // Filter params - object SimClustersMinScoreParam - extends FSBoundedParam[Double]( - name = "related_tweet_producer_based_filter_simclusters_min_score", - default = 0.0, - min = 0.0, - max = 1.0 - ) - - // Experimental SimClusters ANN params - object EnableExperimentalSimClustersANNParam - extends FSParam[Boolean]( - name = "related_tweet_producer_based_enable_experimental_simclusters_ann", - default = false - ) - - // SimClusters ANN cluster 1 params - object EnableSimClustersANN1Param - extends FSParam[Boolean]( - name = "related_tweet_producer_based_enable_simclusters_ann_1", - default = false - ) - - // SimClusters ANN cluster 2 params - object EnableSimClustersANN2Param - extends FSParam[Boolean]( - name = "related_tweet_producer_based_enable_simclusters_ann_2", - default = false - ) - - // SimClusters ANN cluster 3 params - object EnableSimClustersANN3Param - extends FSParam[Boolean]( - name = "related_tweet_producer_based_enable_simclusters_ann_3", - default = false - ) - - // SimClusters ANN cluster 3 params - object EnableSimClustersANN5Param - extends FSParam[Boolean]( - name = "related_tweet_producer_based_enable_simclusters_ann_5", - default = false - ) - - // SimClusters ANN cluster 4 params - object EnableSimClustersANN4Param - extends FSParam[Boolean]( - name = "related_tweet_producer_based_enable_simclusters_ann_4", - default = false - ) - val AllParams: Seq[Param[_] with FSName] = Seq( - EnableUTGParam, - EnableSimClustersANNParam, - EnableSimClustersANN1Param, - EnableSimClustersANN2Param, - EnableSimClustersANN3Param, - EnableSimClustersANN5Param, - EnableSimClustersANN4Param, - EnableExperimentalSimClustersANNParam, - SimClustersMinScoreParam - ) - - lazy val config: BaseConfig = { - - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableUTGParam, - EnableSimClustersANNParam, - EnableSimClustersANN1Param, - EnableSimClustersANN2Param, - EnableSimClustersANN3Param, - EnableSimClustersANN5Param, - EnableSimClustersANN4Param, - EnableExperimentalSimClustersANNParam - ) - - val doubleOverrides = FeatureSwitchOverrideUtil.getBoundedDoubleFSOverrides( - SimClustersMinScoreParam - ) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .set(doubleOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RelatedTweetTweetBasedParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RelatedTweetTweetBasedParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..a1aa5964fd14ed8ec9395152a60f9639c9b46c4c GIT binary patch literal 37442 zcmagFWmsLwwl<2pdvJGmcL)S`m!Lrx?k>UIfDvqHHbE(sI_WE2Vn1RXf4BL=W_GPQLwP<6L6 zb<|^Yv$1YSl2cd_M)`XFikZwLNbD(wj9I#EM{P$Rhbvx{e#@=3$aE?T_IN+e8>Tj` z7y`u@myvq!O}J7k(CO7ksUs$Ss;8Hskw*$%%$Z$DDzHrAFlyg@VRJ?c0iKmBS0XjR@cS8h9*ovQNjFx3v- 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object EnableUTGParam - extends FSParam[Boolean]( - name = "related_tweet_tweet_based_enable_utg", - default = false - ) - - // UVG params - object EnableUVGParam - extends FSParam[Boolean]( - name = "related_tweet_tweet_based_enable_uvg", - default = false - ) - - // UAG params - object EnableUAGParam - extends FSParam[Boolean]( - name = "related_tweet_tweet_based_enable_uag", - default = false - ) - - // SimClusters params - object EnableSimClustersANNParam - extends FSParam[Boolean]( - name = "related_tweet_tweet_based_enable_simclusters", - default = true - ) - - // Experimental SimClusters ANN params - object EnableExperimentalSimClustersANNParam - extends FSParam[Boolean]( - name = "related_tweet_tweet_based_enable_experimental_simclusters_ann", - default = false - ) - - // SimClusters ANN cluster 1 params - object EnableSimClustersANN1Param - extends FSParam[Boolean]( - name = "related_tweet_tweet_based_enable_simclusters_ann_1", - default = false - ) - - // SimClusters ANN cluster 2 params - object EnableSimClustersANN2Param - extends FSParam[Boolean]( - name = "related_tweet_tweet_based_enable_simclusters_ann_2", - default = false - ) - - // SimClusters ANN cluster 3 params - object EnableSimClustersANN3Param - extends FSParam[Boolean]( - name = "related_tweet_tweet_based_enable_simclusters_ann_3", - default = false - ) - - // SimClusters ANN cluster 5 params - object EnableSimClustersANN5Param - extends FSParam[Boolean]( - name = "related_tweet_tweet_based_enable_simclusters_ann_5", - default = false - ) - - object EnableSimClustersANN4Param - extends FSParam[Boolean]( - name = "related_tweet_tweet_based_enable_simclusters_ann_4", - default = false - ) - // TwHIN params - object EnableTwHINParam - extends FSParam[Boolean]( - name = "related_tweet_tweet_based_enable_twhin", - default = false - ) - - // QIG params - object EnableQigSimilarTweetsParam - extends FSParam[Boolean]( - name = "related_tweet_tweet_based_enable_qig_similar_tweets", - default = false - ) - - // Filter params - object SimClustersMinScoreParam - extends FSBoundedParam[Double]( - name = "related_tweet_tweet_based_filter_simclusters_min_score", - default = 0.3, - min = 0.0, - max = 1.0 - ) - - val AllParams: Seq[Param[_] with FSName] = Seq( - EnableTwHINParam, - EnableQigSimilarTweetsParam, - EnableUTGParam, - EnableUVGParam, - EnableSimClustersANNParam, - EnableSimClustersANN2Param, - EnableSimClustersANN3Param, - EnableSimClustersANN5Param, - EnableSimClustersANN4Param, - EnableExperimentalSimClustersANNParam, - SimClustersMinScoreParam - ) - - lazy val config: BaseConfig = { - - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableTwHINParam, - EnableQigSimilarTweetsParam, - EnableUTGParam, - EnableUVGParam, - EnableSimClustersANNParam, - EnableSimClustersANN2Param, - EnableSimClustersANN3Param, - EnableSimClustersANN5Param, - EnableSimClustersANN4Param, - EnableExperimentalSimClustersANNParam - ) - - val doubleOverrides = - FeatureSwitchOverrideUtil.getBoundedDoubleFSOverrides(SimClustersMinScoreParam) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .set(doubleOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RelatedVideoTweetGlobalParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RelatedVideoTweetGlobalParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..5e51eda2c7bca51f86634c175b611d10ecc11d94 GIT binary patch literal 37026 zcmagEWmp}_wm*z(a1HM6?hb+A?h@QL5*#)jAh-v2cXxLW!QCYg-2J~ZGv}O{bMJlM zFU><$t)HybT~*z?lw={HFu}mU;J{M9acfnm6vQTigMp30fPrCvT6M(%_Mgq{KO3rf zIG8!>Gr8N@HYCa`u85$1IeWoMViqFt5=X%*-FBdHV2H(&s7kxx(OzUek%M@+8|MpC zpH>QiVTw&px$_}fsTJ(>Zlux`mpIYaPuI*NgDmpSTgzoSHRs-wj3t#>klrDj9e}BB zPWOI4#Rbl?Q{BgBh#q_iSNyN3P&N{kv@a_q~CWxwf<`6Pd^Ua<=`*=lz-m+as zJ4(&R>L^ee&+|?kIsLdhfR?(BR6hYGm90Ix!aL}$@9vJaAeutxVKLO;ZgxiAZd~1O z808D6x^Rt3n`m^>2svLg4O>a9b7fgyta8akQTIx{ogM(b}NBsBbe|g-e2O 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extends FSParam[String]( - name = "tweet_based_twhin_model_id", - default = ModelConfig.TweetBasedTwHINRegularUpdateAll20221024, - ) - - val AllParams: Seq[Param[_] with FSName] = Seq(ModelIdParam) - - lazy val config: BaseConfig = { - val stringFSOverrides = - FeatureSwitchOverrideUtil.getStringFSOverrides( - ModelIdParam - ) - - BaseConfigBuilder() - .set(stringFSOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/TweetBasedUserAdGraphParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/TweetBasedUserAdGraphParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..815030b61d6b058ddffcfe277fceda98c4ace84f GIT binary patch literal 37159 zcmagFWmsIvwm*z(a1HM6?hb+A?h-U;<4)tj-GaNjySqbhw*UzQcmH>0=A1Kg?!E8( zW%E!~>nCgNuByGeT1gfX3KI+r3=S;)E4NmqN?}|QI2hO%3>X*&s8v@SVCQUR=WM9v zVQ=Q7&*W}v)0iZ$xF&-7=ju{lj2hwxoN8Ss>FXUW)E(;9 zdJB==hY$g%-@e=SFu9FuvLC_Jl}28x>TIH01%E#QSO-zn%>97O(tNYy&pBSxp#R*V 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9e994b16b..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/TweetBasedUserAdGraphParams.scala +++ /dev/null @@ -1,58 +0,0 @@ -package com.twitter.cr_mixer.param - -import com.twitter.timelines.configapi.BaseConfig -import com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object TweetBasedUserAdGraphParams { - - object MinCoOccurrenceParam - extends FSBoundedParam[Int]( - name = "tweet_based_user_ad_graph_min_co_occurrence", - default = 1, - min = 0, - max = 500 - ) - - object ConsumersBasedMinScoreParam - extends FSBoundedParam[Double]( - name = "tweet_based_user_ad_graph_consumers_based_min_score", - default = 0.0, - min = 0.0, - max = 10.0 - ) - - object MaxConsumerSeedsNumParam - extends FSBoundedParam[Int]( - name = "tweet_based_user_ad_graph_max_user_seeds_num", - default = 100, - min = 0, - max = 300 - ) - - val AllParams: Seq[Param[_] with FSName] = Seq( - MinCoOccurrenceParam, - MaxConsumerSeedsNumParam, - ConsumersBasedMinScoreParam - ) - - lazy val config: BaseConfig = { - - val intOverrides = FeatureSwitchOverrideUtil.getBoundedIntFSOverrides( - MinCoOccurrenceParam, - MaxConsumerSeedsNumParam - ) - - val doubleOverrides = - FeatureSwitchOverrideUtil.getBoundedDoubleFSOverrides(ConsumersBasedMinScoreParam) - - BaseConfigBuilder() - .set(intOverrides: _*) - .set(doubleOverrides: _*) - .build() - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/TweetBasedUserTweetGraphParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/TweetBasedUserTweetGraphParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..96900b7c575f1f2807663e702564aa921b653597 GIT binary patch literal 37305 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-import com.twitter.timelines.configapi.Param - -object TweetBasedUserTweetGraphParams { - - object MinCoOccurrenceParam - extends FSBoundedParam[Int]( - name = "tweet_based_user_tweet_graph_min_co_occurrence", - default = 3, - min = 0, - max = 500 - ) - - object TweetBasedMinScoreParam - extends FSBoundedParam[Double]( - name = "tweet_based_user_tweet_graph_tweet_based_min_score", - default = 0.5, - min = 0.0, - max = 10.0 - ) - - object ConsumersBasedMinScoreParam - extends FSBoundedParam[Double]( - name = "tweet_based_user_tweet_graph_consumers_based_min_score", - default = 4.0, - min = 0.0, - max = 10.0 - ) - object MaxConsumerSeedsNumParam - extends FSBoundedParam[Int]( - name = "tweet_based_user_tweet_graph_max_user_seeds_num", - default = 100, - min = 0, - max = 300 - ) - - object EnableCoverageExpansionOldTweetParam - extends FSParam[Boolean]( - name = "tweet_based_user_tweet_graph_enable_coverage_expansion_old_tweet", - default = false - ) - - object EnableCoverageExpansionAllTweetParam - extends FSParam[Boolean]( - name = "tweet_based_user_tweet_graph_enable_coverage_expansion_all_tweet", - default = false - ) - - val AllParams: Seq[Param[_] with FSName] = Seq( - EnableCoverageExpansionAllTweetParam, - EnableCoverageExpansionOldTweetParam, - MinCoOccurrenceParam, - MaxConsumerSeedsNumParam, - TweetBasedMinScoreParam, - ConsumersBasedMinScoreParam - ) - - lazy val config: BaseConfig = { - - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableCoverageExpansionAllTweetParam, - EnableCoverageExpansionOldTweetParam - ) - - val intOverrides = FeatureSwitchOverrideUtil.getBoundedIntFSOverrides( - MinCoOccurrenceParam, - MaxConsumerSeedsNumParam - ) - - val doubleOverrides = - FeatureSwitchOverrideUtil.getBoundedDoubleFSOverrides( - TweetBasedMinScoreParam, - ConsumersBasedMinScoreParam) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .set(intOverrides: _*) - .set(doubleOverrides: _*) - .build() - } - -} 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enable_loadshedding_getTweetRecommendations_Notifications - - Deciders are fractional, so a value of 50.00 will drop 50% of responses. If a decider key is not - defined for a particular endpoint/product combination, those requests will always be - served. - - We should therefore aim to define keys for the endpoints/product we care most about in decider.yml, - so that we can control them during incidents. - */ -case class EndpointLoadShedder @Inject() ( - decider: Decider, - statsReceiver: StatsReceiver) { - import EndpointLoadShedder._ - - // Fall back to False for any undefined key - private val deciderWithFalseFallback: Decider = decider.orElse(Decider.False) - private val keyPrefix = "enable_loadshedding" - private val scopedStats = statsReceiver.scope("EndpointLoadShedder") - - def apply[T](endpointName: String, product: String)(serve: => Future[T]): Future[T] = { - /* - Checks if either per-product or top-level load shedding is enabled - If both are enabled at different percentages, load shedding will not be perfectly calculable due - to salting of hash (i.e. 25% load shed for Product x + 25% load shed for overall does not - result in 50% load shed for x) - */ - val keyTyped = s"${keyPrefix}_${endpointName}_$product" - val keyTopLevel = s"${keyPrefix}_${endpointName}" - - if (deciderWithFalseFallback.isAvailable(keyTopLevel, recipient = Some(RandomRecipient))) { - scopedStats.counter(keyTopLevel).incr - Future.exception(LoadSheddingException) - } else if (deciderWithFalseFallback.isAvailable(keyTyped, recipient = Some(RandomRecipient))) { - scopedStats.counter(keyTyped).incr - Future.exception(LoadSheddingException) - } else serve - } -} - -object EndpointLoadShedder { - object LoadSheddingException extends Exception with NoStackTrace -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/ranker/BUILD b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/ranker/BUILD deleted file mode 100644 index 139ecd4c7..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/ranker/BUILD +++ /dev/null @@ -1,30 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/twitter/storehaus:core", - "3rdparty/jvm/javax/inject:javax.inject", - "configapi/configapi-core", - "content-recommender/thrift/src/main/thrift:content-recommender-common-scala", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/config", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/model", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/decider", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/util", - "cr-mixer/thrift/src/main/thrift:thrift-scala", - "decider/src/main/scala", - "frigate/frigate-common:base", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/base", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/util:stats_util", - "hydra/common/libraries/src/main/scala/com/twitter/hydra/common/model_config", - "hydra/partition/thrift/src/main/thrift:thrift-scala", - "hydra/root/thrift/src/main/thrift:thrift-scala", - "product-mixer/core/src/main/thrift/com/twitter/product_mixer/core:thrift-scala", - "src/scala/com/twitter/simclusters_v2/common", - "src/thrift/com/twitter/core_workflows/user_model:user_model-scala", - "src/thrift/com/twitter/ml/api:data-scala", - "src/thrift/com/twitter/simclusters_v2:simclusters_v2-thrift-scala", - ], -) diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/ranker/BUILD.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/ranker/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..fda46de2b130321ba439ee1a8d18052afcb412be GIT binary patch literal 37082 zcmagEWmufawl<8rdvFQv?k<7g?ruRFcN!1w0fM``ySsbDuVX;>;*fSS%}nI92L84$AQLyAs%0%I{k)6dx`l(4&vc%f-hWs zMky4ADLy0h&X;(#PO!_TiAq;o;zVCRLo=Tove+koJ&)Rj z!{^;J7dXpqO+TL@M#!01j!s~b)&p1!b!Dsu2FXweoQmKWbXax%40mn^g@c;P(FpY} 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-import com.twitter.util.JavaTimer -import com.twitter.util.Time -import com.twitter.util.Timer -import javax.inject.Inject -import javax.inject.Singleton - -/** - * CR-Mixer internal ranker - */ -@Singleton -class SwitchRanker @Inject() ( - defaultRanker: DefaultRanker, - globalStats: StatsReceiver) { - private val stats: StatsReceiver = globalStats.scope(this.getClass.getCanonicalName) - implicit val timer: Timer = new JavaTimer(true) - - def rank( - query: CrCandidateGeneratorQuery, - candidates: Seq[BlendedCandidate], - ): Future[Seq[RankedCandidate]] = { - defaultRanker.rank(candidates) - } - -} - -object SwitchRanker { - - /** Prefers candidates generated from sources with the latest timestamps. - * The newer the source signal, the higher a candidate ranks. - * This ordering biases against consumer-based candidates because their timestamp defaults to 0 - */ - val TimestampOrder: Ordering[RankedCandidate] = - math.Ordering - .by[RankedCandidate, Time]( - _.reasonChosen.sourceInfoOpt - .flatMap(_.sourceEventTime) - .getOrElse(Time.fromMilliseconds(0L))) - .reverse -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/scribe/BUILD b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/scribe/BUILD deleted file mode 100644 index 8e6ae5049..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/scribe/BUILD +++ /dev/null @@ -1,22 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/javax/inject:javax.inject", - "configapi/configapi-core", - "cr-mixer/thrift/src/main/thrift:thrift-scala", - "decider/src/main/scala", - "finagle-internal/mtls/src/main/scala/com/twitter/finagle/mtls/authentication", - "finagle/finagle-core/src/main", - "frigate/frigate-common:base", - "frigate/frigate-common:util", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/base", - "product-mixer/core/src/main/thrift/com/twitter/product_mixer/core:thrift-scala", - "scrooge/scrooge-serializer/src/main/scala", - "src/scala/com/twitter/simclusters_v2/common", - "src/thrift/com/twitter/simclusters_v2:simclusters_v2-thrift-scala", - "util-internal/scribe/src/main/scala/com/twitter/logging", - ], -) diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/scribe/BUILD.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/scribe/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..0a123324709a46e48bcd431c862af4a10e47a836 GIT binary patch literal 37004 zcmagEb9`Ohwm%%RF&m??ZKFwJ8x0%o*x7MoH@0otR@2yO(AdUr_rW>OIrrZ8{b%Kq zImh^7jJ4*PYwe{d0||u*1_lNPmX^$=S)p7In*a_5HVOj~ z42EHhO;5S=CR(W#==5r&)DaUu(bG%U$RmR+^2%GwWjrcB7OtnMz zWp`B3MS>h3w_ih(A5TN!G?)SXEKz`c$484qd|IV-S zPU^X%aMyXoKi626K9NS}C4n#>ttkwdIh@ig)4yM+QOpL#e6>$@vAX!j-&jclgDT-_x)x`6c^u-V4@&&t- z$4?7wfl`IbogGTzdYafhMEhqu#%A+rdH9QTh1LNYMp|?JISW0S8#EX7Z3e4wiSX@y 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com.twitter.cr_mixer.service - -import com.twitter.product_mixer.core.functional_component.common.alert.Destination -import com.twitter.product_mixer.core.functional_component.common.alert.NotificationGroup - -/** - * Notifications (email, pagerduty, etc) can be specific per-alert but it is common for multiple - * products to share notification configuration. - * - * Our configuration uses only email notifications because SampleMixer is a demonstration service - * with neither internal nor customer-facing users. You will likely want to use a PagerDuty - * destination instead. For example: - * {{{ - * critical = Destination(pagerDutyKey = Some("your-pagerduty-key")) - * }}} - * - * - * For more information about how to get a PagerDuty key, see: - * https://docbird.twitter.biz/mon/how-to-guides.html?highlight=notificationgroup#set-up-email-pagerduty-and-slack-notifications - */ -object CrMixerAlertNotificationConfig { - val DefaultNotificationGroup: NotificationGroup = NotificationGroup( - warn = Destination(emails = Seq("no-reply@twitter.com")), - critical = Destination(emails = Seq("no-reply@twitter.com")) - ) -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/BUILD b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/BUILD deleted file mode 100644 index c7ae7c752..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/BUILD +++ /dev/null @@ -1,74 +0,0 @@ -scala_library( - sources = [ - "*.scala", - ], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/twitter/storehaus:core", - "3rdparty/jvm/com/twitter/storehaus:memcache", - "3rdparty/jvm/io/grpc:grpc-api", - "3rdparty/jvm/io/grpc:grpc-auth", - "3rdparty/jvm/io/grpc:grpc-core", - "3rdparty/jvm/io/grpc:grpc-netty", - "3rdparty/jvm/io/grpc:grpc-protobuf", - "3rdparty/jvm/io/grpc:grpc-stub", - "3rdparty/jvm/io/opil:tensorflow-serving-client", - "3rdparty/jvm/javax/inject:javax.inject", - "3rdparty/src/jvm/com/twitter/storehaus:core", - "ann/src/main/scala/com/twitter/ann/hnsw", - "ann/src/main/thrift/com/twitter/ann/common:ann-common-scala", - "configapi/configapi-core", - "content-recommender/thrift/src/main/thrift:thrift-scala", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/config", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/exception", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/model", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/decider", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/source_signal", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/util", - "cr-mixer/thrift/src/main/thrift:thrift-scala", - "decider/src/main/scala", - "finagle-internal/finagle-grpc/src/main/scala", - "finagle-internal/mtls/src/main/scala/com/twitter/finagle/mtls/client", - "finatra-internal/mtls-thriftmux/src/main/scala", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/thrift/src/main/thrift:thrift-scala", - "frigate/frigate-common:base", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/base", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/candidate", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/store/strato", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/util", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/util:stats_util", - "hermit/hermit-core/src/main/scala/com/twitter/hermit/store/common", - "mediaservices/commons/src/main/scala:futuretracker", - "product-mixer/core/src/main/thrift/com/twitter/product_mixer/core:thrift-scala", - "qig-ranker/thrift/src/main/thrift:thrift-scala", - "relevance-platform/src/main/scala/com/twitter/relevance_platform/common/injection", - "relevance-platform/src/main/scala/com/twitter/relevance_platform/simclustersann/multicluster", - "simclusters-ann/thrift/src/main/thrift:thrift-scala", - "snowflake/src/main/scala/com/twitter/snowflake/id", - "src/java/com/twitter/search/common/schema/base", - "src/java/com/twitter/search/common/schema/earlybird", - "src/java/com/twitter/search/queryparser/query:core-query-nodes", - "src/java/com/twitter/search/queryparser/query/search:search-query-nodes", - "src/scala/com/twitter/cortex/ml/embeddings/common:Helpers", - "src/scala/com/twitter/ml/featurestore/lib", - "src/scala/com/twitter/simclusters_v2/common", - "src/thrift/com/twitter/ml/api:embedding-scala", - "src/thrift/com/twitter/recos:recos-common-scala", - "src/thrift/com/twitter/recos/user_ad_graph:user_ad_graph-scala", - "src/thrift/com/twitter/recos/user_tweet_entity_graph:user_tweet_entity_graph-scala", - "src/thrift/com/twitter/recos/user_tweet_graph:user_tweet_graph-scala", - "src/thrift/com/twitter/recos/user_video_graph:user_video_graph-scala", - "src/thrift/com/twitter/search:earlybird-scala", - "src/thrift/com/twitter/search/common:ranking-scala", - "src/thrift/com/twitter/search/query_interaction_graph/service:qig-service-scala", - "src/thrift/com/twitter/simclusters_v2:simclusters_v2-thrift-scala", - "src/thrift/com/twitter/topic_recos:topic_recos-thrift-scala", - "src/thrift/com/twitter/trends/trip_v1:trip-tweets-thrift-scala", - "src/thrift/com/twitter/twistly:twistly-scala", - "strato/src/main/scala/com/twitter/strato/client", - ], -) diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/BUILD.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..7c9c89a1bc7062506e31e0a7ef57b9942ae16785 GIT binary patch literal 37578 zcmagFWmp{9wm*!!dvJGmcL)S`cMIA`aA-WZTX1)G2<{FcxLc4waQA;_X3jY?=id9i zUy6sl*ZRp?)wOq3S1ZdwLScb{fx&@ge&NxsQZ0&41_uKhg8>7>1dZxR031G9ID9fv z_jI&yF<|zvw`)pPP+Ap5`+W9-ox&na>MenaUB2T;>&O_7FIkgu!>hBzav~4$a5upp zt}&w=3d0$ zW|!gP-k7r6%Y>gh`GbVNRQAgfGqq-xZ3e>E0NyX*#^)N+pN$(623+dgCK(!>tu&nK zS9^<4JcbYfXy1R>_b|JUYjGUG)R#qFtLbiF*o6Ez0oVpp*Ulb7W^27U2;?5GYBGH6 z(A9}i_q9F>lEL@7lR(Kl?g^x$X&^I5f=OrZh^_JozU#lcqbrJ~6nnMF;C+9A^0aRPy@Gd- z6i|I9^W0gy=eio0Zzj)}LZ|nVOjL;89dGjF{fJmn@lH~>_j$2oeNSZUjy(SfOTiFK z`5#^Mq?QxC2X$`)0t^fh^w-GQ!p?<-`S-CZVe$hc8=C)_u+#`ui9@r7WZ|-*C(_#mpOz}!rr;4P3Hcl_`!P%~v4F!s*1@#@br6#E`!v^M{9$mxfj99g}q!GQn3`%KmSt9y1;wM@y 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tweetId = topicTweet.tweetId, - score = topicTweet.scores.followerL2NormalizedCosineSimilarity8HrHalfLife, - similarityEngineType = SimilarityEngineType.CertoTopicTweet - ) - } - } - } - } - } - - private val topTweetsByFollowerL2NormalizedScore: ReadableStore[EngineQuery[Query], Seq[ - TweetWithScores - ]] = { - ReadableStore.fromFnFuture { query: EngineQuery[Query] => - StatsUtil.trackOptionItemsStats(stats) { - for { - topKTweetsWithScores <- certoStratoStore.get(query.storeQuery.topicId) - } yield { - topKTweetsWithScores.map( - _.filter( - _.scores.followerL2NormalizedCosineSimilarity8HrHalfLife >= query.storeQuery.certoScoreTheshold) - .take(query.storeQuery.maxCandidates)) - } - } - } - } -} - -object CertoTopicTweetSimilarityEngine { - - // Query is used as a cache key. Do not add any user level information in this. - case class Query( - topicId: TopicId, - maxCandidates: Int, - certoScoreTheshold: Double) - - def fromParams( - topicId: TopicId, - isVideoOnly: Boolean, - params: configapi.Params, - ): EngineQuery[Query] = { - - val maxCandidates = if (isVideoOnly) { - params(TopicTweetParams.MaxCertoCandidatesParam) * 2 - } else { - params(TopicTweetParams.MaxCertoCandidatesParam) - } - - EngineQuery( - Query( - topicId = topicId, - maxCandidates = maxCandidates, - certoScoreTheshold = params(TopicTweetParams.CertoScoreThresholdParam) - ), - params - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumerBasedWalsSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumerBasedWalsSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..e7f70625ee685e458603ee5c1764d6def6cf9e07 GIT binary patch literal 39450 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ConsumerBasedWalsSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScore]]] = { - val startTimeMs = System.currentTimeMillis() - val stats = - WalsStatsMap.get( - query.wilyNsName + "/" + query.modelSignatureName, - statsReceiver.scope("NaviPredictionService") - ) - stats.requests.incr() - stats.inputSignalSize.add(query.sourceIds.size) - try { - // avoid inference calls is source signals are empty - if (query.sourceIds.isEmpty) { - Future.value(Some(Seq.empty)) - } else { - val grpcClient = query.wilyNsName match { - case "navi-wals-recommended-tweets-home-client" => homeNaviGRPCClient - case "navi-wals-ads-faved-tweets" => adsFavedNaviGRPCClient - case "navi-wals-ads-monetizable-tweets" => adsFavedNaviGRPCClient - // default to homeNaviGRPCClient - case _ => homeNaviGRPCClient - } - val stub = PredictionServiceGrpc.newFutureStub(grpcClient) - val inferRequest = getModelInput(query) - - FutureConverters - .RichListenableFuture(stub.predict(inferRequest)).toTwitter - .transform { - case Return(resp) => - stats.onSuccess(startTimeMs) - Future.value(Some(getModelOutput(query, resp))) - case Throw(e) => - stats.onFailure(e, startTimeMs) - Future.exception(e) - } - } - } catch { - case e: Throwable => Future.exception(e) - } - } - - def getFeaturesForRecommendations(query: ConsumerBasedWalsSimilarityEngine.Query): Example = { - val tweetIds = new ArrayList[lang.Long]() - val tweetFaveWeight = new ArrayList[lang.Float]() - - query.sourceIds.foreach { sourceInfo => - val weight = sourceInfo.sourceType match { - case SourceType.TweetFavorite | SourceType.Retweet => 1.0f - // currently no-op - as we do not get negative signals - case SourceType.TweetDontLike | SourceType.TweetReport | SourceType.AccountMute | - SourceType.AccountBlock => - 0.0f - case _ => 0.0f - } - sourceInfo.internalId match { - case InternalId.TweetId(tweetId) => - tweetIds.add(tweetId) - tweetFaveWeight.add(weight) - case _ => - throw new IllegalArgumentException( - s"Invalid InternalID - does not contain TweetId for Source Signal: ${sourceInfo}") - } - } - - val tweetIdsFeature = - Feature - .newBuilder().setInt64List( - Int64List - .newBuilder().addAllValue(tweetIds).build() - ).build() - - val tweetWeightsFeature = Feature - .newBuilder().setFloatList( - FloatList.newBuilder().addAllValue(tweetFaveWeight).build()).build() - - val features = Features - .newBuilder() - .putFeature("tweet_ids", tweetIdsFeature) - .putFeature("tweet_weights", tweetWeightsFeature) - .build() - Example.newBuilder().setFeatures(features).build() - } - - def getModelInput(query: ConsumerBasedWalsSimilarityEngine.Query): PredictRequest = { - val tfExample = getFeaturesForRecommendations(query) - - val inferenceRequest = PredictRequest - .newBuilder() - .setModelSpec( - Model.ModelSpec - .newBuilder() - .setName(query.modelName) - .setSignatureName(query.modelSignatureName)) - .putInputs( - query.modelInputName, - TensorProto - .newBuilder() - .setDtype(DataType.DT_STRING) - .setTensorShape(TensorShapeProto - .newBuilder() - .addDim(TensorShapeProto.Dim.newBuilder().setSize(1))) - .addStringVal(tfExample.toByteString) - .build() - ).build() - inferenceRequest - } - - def getModelOutput(query: Query, response: PredictResponse): Seq[TweetWithScore] = { - val outputName = query.modelOutputName - if (response.containsOutputs(outputName)) { - val tweetList = response.getOutputsMap - .get(outputName) - .getInt64ValList.asScala - tweetList.zip(tweetList.size to 1 by -1).map { (tweetWithScore) => - TweetWithScore(tweetWithScore._1, tweetWithScore._2.toLong) - } - } else { - Seq.empty - } - } -} - -object ConsumerBasedWalsSimilarityEngine { - case class Query( - sourceIds: Seq[SourceInfo], - modelName: String, - modelInputName: String, - modelOutputName: String, - modelSignatureName: String, - wilyNsName: String, - ) - - def fromParams( - sourceIds: Seq[SourceInfo], - params: configapi.Params, - ): EngineQuery[Query] = { - EngineQuery( - Query( - sourceIds, - params(ConsumerBasedWalsParams.ModelNameParam), - params(ConsumerBasedWalsParams.ModelInputNameParam), - params(ConsumerBasedWalsParams.ModelOutputNameParam), - params(ConsumerBasedWalsParams.ModelSignatureNameParam), - params(ConsumerBasedWalsParams.WilyNsNameParam), - ), - params - ) - } - - def toSimilarityEngineInfo( - score: Double - ): SimilarityEngineInfo = { - SimilarityEngineInfo( - similarityEngineType = SimilarityEngineType.ConsumerBasedWalsANN, - modelId = None, - score = Some(score)) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumerEmbeddingBasedTripSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumerEmbeddingBasedTripSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..1f5b66f77f5fb7d2c69586c7d96c87afd9931775 GIT binary patch literal 38066 zcmagEWmp_t)-H@|a1HM6F2N-b+}&Lpcb5Rc-QC@_ad$#+w;+Mw?x*uSGxN^Od(QX$ 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TripTweetWithScore(tweetId, score) - } - }.getOrElse(Seq.empty).take(MaxNumResultsPerCluster) - } - } - } - } - - override def get(engineQuery: TripEngineQuery): Future[Option[Seq[TripTweetWithScore]]] = { - val fetchTopClustersStat = scopedStats.scope(engineQuery.modelId).scope("fetchTopClusters") - val fetchCandidatesStat = scopedStats.scope(engineQuery.modelId).scope("fetchCandidates") - - for { - topClustersOpt <- StatsUtil.trackOptionStats(fetchTopClustersStat) { - fetchTopClusters(engineQuery) - } - candidates <- StatsUtil.trackItemsStats(fetchCandidatesStat) { - topClustersOpt match { - case Some(topClusters) => fetchCandidates(topClusters, engineQuery.tripSourceId) - case None => Future.Nil - } - } - } yield { - val interleavedTweets = InterleaveUtil.interleave(candidates) - val dedupCandidates = interleavedTweets - .groupBy(_.tweetId).flatMap { - case (_, tweetWithScoreSeq) => tweetWithScoreSeq.sortBy(-_.score).take(1) - }.toSeq.take(engineQuery.maxResult) - Some(dedupCandidates) - } - } -} - -object ConsumerEmbeddingBasedTripSimilarityEngine { - private val MaxClusters: Int = 8 - private val MaxNumResultsPerCluster: Int = 25 - private val name: String = this.getClass.getSimpleName - - def fromParams( - modelId: String, - sourceId: InternalId, - params: configapi.Params - ): TripEngineQuery = { - TripEngineQuery( - modelId = modelId, - sourceId = sourceId, - tripSourceId = params(ConsumerEmbeddingBasedTripParams.SourceIdParam), - maxResult = params(ConsumerEmbeddingBasedTripParams.MaxNumCandidatesParam), - params = params - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumerEmbeddingBasedTwHINSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumerEmbeddingBasedTwHINSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..59200da7f50d9759b95f1a8565b312b02c8118bb GIT binary patch literal 36897 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a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumerEmbeddingBasedTwHINSimilarityEngine.scala +++ /dev/null @@ -1,18 +0,0 @@ -package com.twitter.cr_mixer.similarity_engine - -import com.twitter.cr_mixer.param.ConsumerEmbeddingBasedTwHINParams -import com.twitter.simclusters_v2.thriftscala.InternalId -import com.twitter.timelines.configapi - -object ConsumerEmbeddingBasedTwHINSimilarityEngine { - def fromParams( - sourceId: InternalId, - params: configapi.Params, - ): HnswANNEngineQuery = { - HnswANNEngineQuery( - sourceId = sourceId, - modelId = params(ConsumerEmbeddingBasedTwHINParams.ModelIdParam), - params = params - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumerEmbeddingBasedTwoTowerSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumerEmbeddingBasedTwoTowerSimilarityEngine.docx new file mode 100644 index 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HcmV?d00001 diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumersBasedUserAdGraphSimilarityEngine.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumersBasedUserAdGraphSimilarityEngine.scala deleted file mode 100644 index 585edc584..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumersBasedUserAdGraphSimilarityEngine.scala +++ /dev/null @@ -1,90 +0,0 @@ -package com.twitter.cr_mixer.similarity_engine - -import com.twitter.cr_mixer.model.SimilarityEngineInfo -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.cr_mixer.param.ConsumersBasedUserAdGraphParams -import com.twitter.cr_mixer.param.GlobalParams -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.recos.user_ad_graph.thriftscala.ConsumersBasedRelatedAdRequest -import com.twitter.recos.user_ad_graph.thriftscala.RelatedAdResponse -import com.twitter.simclusters_v2.common.UserId -import com.twitter.storehaus.ReadableStore -import com.twitter.timelines.configapi -import com.twitter.util.Future -import javax.inject.Singleton - -/** - * This store uses the graph based input (a list of userIds) - * to query consumersBasedUserAdGraph and get their top engaged ad tweets - */ -@Singleton -case class ConsumersBasedUserAdGraphSimilarityEngine( - consumersBasedUserAdGraphStore: ReadableStore[ - ConsumersBasedRelatedAdRequest, - RelatedAdResponse - ], - statsReceiver: StatsReceiver) - extends ReadableStore[ - ConsumersBasedUserAdGraphSimilarityEngine.Query, - Seq[TweetWithScore] - ] { - - override def get( - query: ConsumersBasedUserAdGraphSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScore]]] = { - val consumersBasedRelatedAdRequest = - ConsumersBasedRelatedAdRequest( - query.seedWithScores.keySet.toSeq, - maxResults = Some(query.maxResults), - minCooccurrence = Some(query.minCooccurrence), - minScore = Some(query.minScore), - maxTweetAgeInHours = Some(query.maxTweetAgeInHours) - ) - consumersBasedUserAdGraphStore - .get(consumersBasedRelatedAdRequest) - .map { relatedAdResponseOpt => - relatedAdResponseOpt.map { relatedAdResponse => - relatedAdResponse.adTweets.map { tweet => - TweetWithScore(tweet.adTweetId, tweet.score) - } - } - } - } -} - -object ConsumersBasedUserAdGraphSimilarityEngine { - - case class Query( - seedWithScores: Map[UserId, Double], - maxResults: Int, - minCooccurrence: Int, - minScore: Double, - maxTweetAgeInHours: Int) - - def toSimilarityEngineInfo( - score: Double - ): SimilarityEngineInfo = { - SimilarityEngineInfo( - similarityEngineType = SimilarityEngineType.ConsumersBasedUserAdGraph, - modelId = None, - score = Some(score)) - } - - def fromParams( - seedWithScores: Map[UserId, Double], - params: configapi.Params, - ): EngineQuery[Query] = { - - EngineQuery( - Query( - seedWithScores = seedWithScores, - maxResults = params(GlobalParams.MaxCandidateNumPerSourceKeyParam), - minCooccurrence = params(ConsumersBasedUserAdGraphParams.MinCoOccurrenceParam), - minScore = params(ConsumersBasedUserAdGraphParams.MinScoreParam), - maxTweetAgeInHours = params(GlobalParams.MaxTweetAgeHoursParam).inHours, - ), - params - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumersBasedUserVideoGraphSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ConsumersBasedUserVideoGraphSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..b4e4328d984a08ceb538cfc5108ec24f559f2b9a GIT binary patch literal 37664 zcmagEWmsIvwm*z(a1HM6?hb+A?(W*Sy99T4cXtTx4k5T(kU((ve`jXSIWyZHryZfnz=EGxezg#6|F6(faFfXGV}38P}yp30ss9!IP;^Oj3+7VS8_A=nzj)5;G6RKLwsj`l*8r}xaDxj~i7y6C34>1cu2Zy)j^?Tk4QqYH zi0;Gi0OapKY_nBEHIX#OQF_&O~x-m>4`Ud_IiRZt^6n^(D$-by0I@feos>Hj4rDOqVSI{ 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com.twitter.recos.user_video_graph.thriftscala.ConsumersBasedRelatedTweetRequest -import com.twitter.recos.user_video_graph.thriftscala.RelatedTweetResponse -import com.twitter.simclusters_v2.common.UserId -import com.twitter.storehaus.ReadableStore -import com.twitter.timelines.configapi -import com.twitter.util.Future -import javax.inject.Singleton - -/** - * This store uses the graph based input (a list of userIds) - * to query consumersBasedUserVideoGraph and get their top engaged tweets - */ -@Singleton -case class ConsumersBasedUserVideoGraphSimilarityEngine( - consumersBasedUserVideoGraphStore: ReadableStore[ - ConsumersBasedRelatedTweetRequest, - RelatedTweetResponse - ], - statsReceiver: StatsReceiver) - extends ReadableStore[ - ConsumersBasedUserVideoGraphSimilarityEngine.Query, - Seq[TweetWithScore] - ] { - - override def get( - query: ConsumersBasedUserVideoGraphSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScore]]] = { - val consumersBasedRelatedTweetRequest = - ConsumersBasedRelatedTweetRequest( - query.seedWithScores.keySet.toSeq, - maxResults = Some(query.maxResults), - minCooccurrence = Some(query.minCooccurrence), - minScore = Some(query.minScore), - maxTweetAgeInHours = Some(query.maxTweetAgeInHours) - ) - consumersBasedUserVideoGraphStore - .get(consumersBasedRelatedTweetRequest) - .map { relatedTweetResponseOpt => - relatedTweetResponseOpt.map { relatedTweetResponse => - relatedTweetResponse.tweets.map { tweet => - TweetWithScore(tweet.tweetId, tweet.score) - } - } - } - } -} - -object ConsumersBasedUserVideoGraphSimilarityEngine { - - case class Query( - seedWithScores: Map[UserId, Double], - maxResults: Int, - minCooccurrence: Int, - minScore: Double, - maxTweetAgeInHours: Int) - - def toSimilarityEngineInfo( - score: Double - ): SimilarityEngineInfo = { - SimilarityEngineInfo( - similarityEngineType = SimilarityEngineType.ConsumersBasedUserVideoGraph, - modelId = None, - score = Some(score)) - } - - def fromParamsForRealGraphIn( - seedWithScores: Map[UserId, Double], - params: configapi.Params, - ): EngineQuery[Query] = { - - EngineQuery( - Query( - seedWithScores = seedWithScores, - maxResults = params(GlobalParams.MaxCandidateNumPerSourceKeyParam), - minCooccurrence = - params(ConsumersBasedUserVideoGraphParams.RealGraphInMinCoOccurrenceParam), - minScore = params(ConsumersBasedUserVideoGraphParams.RealGraphInMinScoreParam), - maxTweetAgeInHours = params(GlobalParams.MaxTweetAgeHoursParam).inHours - ), - params - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/DiffusionBasedSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/DiffusionBasedSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..cf884c5aa64976ad3a0ec0787ecc793bfd8c667b GIT binary patch literal 37393 zcmagEb9`jWx<4G-p4hhSWRi((Yr+mDwkEc1+qONK*qUIHiS1v{-us-h_qq4J??0GPi;>hhbvx_am%f>%ycRX_IN+Z8>Tj^ 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Some(authorSpecificScoreAdjustments) - ) - - private def getRelevanceOptions( - authorSpecificScoreAdjustments: Map[Long, Double], - ): ThriftSearchRelevanceOptions = { - ThriftSearchRelevanceOptions( - maxConsecutiveSameUser = Some(MaxConsecutiveSameUser), - rankingParams = Some(getModelBasedRankingParams(authorSpecificScoreAdjustments)), - maxHitsToProcess = Some(MaxHitsToProcess), - orderByRelevance = true - ) - } - - private def getThriftSearchQuery(query: EarlybirdModelBasedSearchQuery): ThriftSearchQuery = - ThriftSearchQuery( - serializedQuery = Some(f"(* [since_time ${query.oldestTweetTimestampInSec.getOrElse(0)}])"), - fromUserIDFilter64 = Some(query.seedUserIds), - numResults = query.maxNumTweets, - maxHitsToProcess = MaxHitsToProcess, - rankingMode = ThriftSearchRankingMode.Relevance, - relevanceOptions = - Some(getRelevanceOptions(query.frsUserToScoresForScoreAdjustment.getOrElse(Map.empty))), - facetFieldNames = Some(FacetsToFetch), - resultMetadataOptions = Some(MetadataOptions), - searcherId = None - ) -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/EarlybirdRecencyBasedSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/EarlybirdRecencyBasedSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..e2fe967f36987fe26d3ff9e27cd7ef0bf6b544c3 GIT binary patch literal 37682 zcmagFWmsIvwm*!!dvJGmcL*f7yGzhUfer6?{591Ls>1`G@nG^#5Bu>Wjs|JhK@ z!@=BHpV{5cwkb(oaa9!U%h?NdGK(;&mjo(y`Hlmv17jS%WKG5mul5qli5$ek-2{J_ z`ixQt40Bv&+MN&aYQ0dGcQduFgyf07ex_ytIb?}M@V-P(SBLyX`v@m!sNB&`RqXqu`R4GfZ@U^o?_G3d~mf*GE?4hjb~m7@`w zU4~D4V@j?s6TWWb4-$S-*)L1X)EZef83ia5pzAZ#SXt zH-h?wOI@T+rCls0d6a{X=gsj*g52jOH%NDxPg23BL())))?akM>;3}eY2O%n1@9io zzxqz*xwClBWi=q*RE{y3PWL5=s1Ut7&iKje5wWD=ouqK@^J2;Rp2*l8dHxfYyaAZf zKf35a{ZaHD)V&P|Ffc^WPeUhjTW1#L-`A@6$q$fhXntqHQX^C)_RZ>&h06w#hw_EO zJ*g9?#r8m%;+3vWWl4Q4oL=ICvt3h*g^U7%C5B?#Kur_v`GCB|Uad{Ki^g`tHMnH> 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.flatMap(_.getOrElse(Seq.empty)) - .filter(tweetWithAuthor => - tweetWithAuthor.tweetId >= earliestTweetId // tweet age filter - && !query.excludedTweetIds - .contains(tweetWithAuthor.tweetId)) // excluded tweet filter - .sortBy(tweetWithAuthor => - -SnowflakeId.unixTimeMillisFromId(tweetWithAuthor.tweetId)) // sort by recency - .take(query.maxNumTweets) // take most recent N tweets - } - .map(result => Some(result)) - } - -} - -object EarlybirdRecencyBasedSimilarityEngine { - case class EarlybirdRecencyBasedSearchQuery( - seedUserIds: Seq[UserId], - maxNumTweets: Int, - excludedTweetIds: Set[TweetId], - maxTweetAge: Duration, - filterOutRetweetsAndReplies: Boolean) - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/EarlybirdSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/EarlybirdSimilarityEngine.docx new file mode 100644 index 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com.twitter.search.earlybird.thriftscala.EarlybirdRequest -import com.twitter.search.earlybird.thriftscala.EarlybirdResponseCode -import com.twitter.search.earlybird.thriftscala.EarlybirdService -import com.twitter.simclusters_v2.common.UserId -import com.twitter.storehaus.ReadableStore -import com.twitter.util.Future - -/** - * This trait is a base trait for Earlybird similarity engines. All Earlybird similarity - * engines extend from it and override the construction method for EarlybirdRequest - */ -trait EarlybirdSimilarityEngineBase[EarlybirdSearchQuery] - extends ReadableStore[EarlybirdSearchQuery, Seq[TweetWithAuthor]] { - def earlybirdSearchClient: EarlybirdService.MethodPerEndpoint - - def statsReceiver: StatsReceiver - - def getEarlybirdRequest(query: EarlybirdSearchQuery): Option[EarlybirdRequest] - - override def get(query: EarlybirdSearchQuery): Future[Option[Seq[TweetWithAuthor]]] = { - getEarlybirdRequest(query) - .map { earlybirdRequest => - earlybirdSearchClient - .search(earlybirdRequest).map { response => - response.responseCode match { - case EarlybirdResponseCode.Success => - val earlybirdSearchResult = - response.searchResults - .map( - _.results - .map(searchResult => - TweetWithAuthor( - searchResult.id, - // fromUserId should be there since MetadataOptions.getFromUserId = true - searchResult.metadata.map(_.fromUserId).getOrElse(0))).toSeq) - statsReceiver.scope("result").stat("size").add(earlybirdSearchResult.size) - earlybirdSearchResult - case e => - statsReceiver.scope("failures").counter(e.getClass.getSimpleName).incr() - Some(Seq.empty) - } - } - }.getOrElse(Future.None) - } -} - -object EarlybirdSimilarityEngineBase { - trait EarlybirdSearchQuery { - def seedUserIds: Seq[UserId] - def maxNumTweets: Int - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/EarlybirdSimilarityEngineRouter.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/EarlybirdSimilarityEngineRouter.docx new file mode 100644 index 0000000000000000000000000000000000000000..14c42b60dcad40446ee0a40b4758e4c54b7c75de GIT binary patch literal 37991 zcmagEWmp_rw=Rlna1HM6?he7-J!sHIf3jlzI|VSu7~;sE=v=JsEW)IA)` zoeh}W?Q9zo6_i#*P`{nOVkI#Pk$8!tV3qDT&^R!};z?Ac-SX%xF`vpqJl>D4{668W^N&<&i-adFQR?GM!m)?@7jz$}CFn63z|4R5z!4 zf1Kh1XW6ap<1<1JJ{QZ@4M@~}1dF1sh}J|W9t?(46&!^Qt;(C>&S@uiP**(~rrxFh 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-import com.twitter.cr_mixer.config.TimeoutConfig -import com.twitter.cr_mixer.model.EarlybirdSimilarityEngineType -import com.twitter.cr_mixer.model.EarlybirdSimilarityEngineType_ModelBased -import com.twitter.cr_mixer.model.EarlybirdSimilarityEngineType_RecencyBased -import com.twitter.cr_mixer.model.EarlybirdSimilarityEngineType_TensorflowBased -import com.twitter.cr_mixer.model.TweetWithAuthor -import com.twitter.cr_mixer.param.EarlybirdFrsBasedCandidateGenerationParams -import com.twitter.cr_mixer.param.EarlybirdFrsBasedCandidateGenerationParams.FrsBasedCandidateGenerationEarlybirdSimilarityEngineTypeParam -import com.twitter.cr_mixer.param.FrsParams.FrsBasedCandidateGenerationMaxCandidatesNumParam -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.simclusters_v2.common.UserId -import com.twitter.snowflake.id.SnowflakeId -import com.twitter.storehaus.ReadableStore -import com.twitter.timelines.configapi -import com.twitter.util.Duration -import com.twitter.util.Future -import com.twitter.util.Time -import javax.inject.Inject -import javax.inject.Singleton - -@Singleton -case class EarlybirdSimilarityEngineRouter @Inject() ( - earlybirdRecencyBasedSimilarityEngine: EarlybirdSimilarityEngine[ - EarlybirdRecencyBasedSimilarityEngine.EarlybirdRecencyBasedSearchQuery, - EarlybirdRecencyBasedSimilarityEngine - ], - earlybirdModelBasedSimilarityEngine: EarlybirdSimilarityEngine[ - EarlybirdModelBasedSimilarityEngine.EarlybirdModelBasedSearchQuery, - EarlybirdModelBasedSimilarityEngine - ], - earlybirdTensorflowBasedSimilarityEngine: EarlybirdSimilarityEngine[ - EarlybirdTensorflowBasedSimilarityEngine.EarlybirdTensorflowBasedSearchQuery, - EarlybirdTensorflowBasedSimilarityEngine - ], - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver) - extends ReadableStore[EarlybirdSimilarityEngineRouter.Query, Seq[TweetWithAuthor]] { - import EarlybirdSimilarityEngineRouter._ - - override def get( - k: EarlybirdSimilarityEngineRouter.Query - ): Future[Option[Seq[TweetWithAuthor]]] = { - k.rankingMode match { - case EarlybirdSimilarityEngineType_RecencyBased => - earlybirdRecencyBasedSimilarityEngine.getCandidates(recencyBasedQueryFromParams(k)) - case EarlybirdSimilarityEngineType_ModelBased => - earlybirdModelBasedSimilarityEngine.getCandidates(modelBasedQueryFromParams(k)) - case EarlybirdSimilarityEngineType_TensorflowBased => - earlybirdTensorflowBasedSimilarityEngine.getCandidates(tensorflowBasedQueryFromParams(k)) - } - } -} - -object EarlybirdSimilarityEngineRouter { - case class Query( - searcherUserId: Option[UserId], - seedUserIds: Seq[UserId], - maxNumTweets: Int, - excludedTweetIds: Set[TweetId], - rankingMode: EarlybirdSimilarityEngineType, - frsUserToScoresForScoreAdjustment: Option[Map[UserId, Double]], - maxTweetAge: Duration, - filterOutRetweetsAndReplies: Boolean, - params: configapi.Params) - - def queryFromParams( - searcherUserId: Option[UserId], - seedUserIds: Seq[UserId], - excludedTweetIds: Set[TweetId], - frsUserToScoresForScoreAdjustment: Option[Map[UserId, Double]], - params: configapi.Params - ): Query = - Query( - searcherUserId, - seedUserIds, - maxNumTweets = params(FrsBasedCandidateGenerationMaxCandidatesNumParam), - excludedTweetIds, - rankingMode = - params(FrsBasedCandidateGenerationEarlybirdSimilarityEngineTypeParam).rankingMode, - frsUserToScoresForScoreAdjustment, - maxTweetAge = params( - EarlybirdFrsBasedCandidateGenerationParams.FrsBasedCandidateGenerationEarlybirdMaxTweetAge), - filterOutRetweetsAndReplies = params( - EarlybirdFrsBasedCandidateGenerationParams.FrsBasedCandidateGenerationEarlybirdFilterOutRetweetsAndReplies), - params - ) - - private def recencyBasedQueryFromParams( - query: Query - ): EngineQuery[EarlybirdRecencyBasedSimilarityEngine.EarlybirdRecencyBasedSearchQuery] = - EngineQuery( - EarlybirdRecencyBasedSimilarityEngine.EarlybirdRecencyBasedSearchQuery( - seedUserIds = query.seedUserIds, - maxNumTweets = query.maxNumTweets, - excludedTweetIds = query.excludedTweetIds, - maxTweetAge = query.maxTweetAge, - filterOutRetweetsAndReplies = query.filterOutRetweetsAndReplies - ), - query.params - ) - - private def tensorflowBasedQueryFromParams( - query: Query, - ): EngineQuery[EarlybirdTensorflowBasedSimilarityEngine.EarlybirdTensorflowBasedSearchQuery] = - EngineQuery( - EarlybirdTensorflowBasedSimilarityEngine.EarlybirdTensorflowBasedSearchQuery( - searcherUserId = query.searcherUserId, - seedUserIds = query.seedUserIds, - maxNumTweets = query.maxNumTweets, - // hard code the params below for now. Will move to FS after shipping the ddg - beforeTweetIdExclusive = None, - afterTweetIdExclusive = - Some(SnowflakeId.firstIdFor((Time.now - query.maxTweetAge).inMilliseconds)), - filterOutRetweetsAndReplies = query.filterOutRetweetsAndReplies, - useTensorflowRanking = true, - excludedTweetIds = query.excludedTweetIds, - maxNumHitsPerShard = 1000 - ), - query.params - ) - private def modelBasedQueryFromParams( - query: Query, - ): EngineQuery[EarlybirdModelBasedSimilarityEngine.EarlybirdModelBasedSearchQuery] = - EngineQuery( - EarlybirdModelBasedSimilarityEngine.EarlybirdModelBasedSearchQuery( - seedUserIds = query.seedUserIds, - maxNumTweets = query.maxNumTweets, - oldestTweetTimestampInSec = Some(query.maxTweetAge.ago.inSeconds), - frsUserToScoresForScoreAdjustment = query.frsUserToScoresForScoreAdjustment - ), - query.params - ) -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/EarlybirdTensorflowBasedSimilarityEngine.docx 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a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/FilterUtil.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/FilterUtil.scala deleted file mode 100644 index 4cd94d2bb..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/FilterUtil.scala +++ /dev/null @@ -1,42 +0,0 @@ -package com.twitter.cr_mixer.similarity_engine - -import com.twitter.cr_mixer.model.SourceInfo -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.simclusters_v2.thriftscala.InternalId -import com.twitter.snowflake.id.SnowflakeId -import com.twitter.util.Duration -import com.twitter.util.Time - -object FilterUtil { - - /** Returns a list of tweets that are generated less than `maxTweetAgeHours` hours ago */ - def tweetAgeFilter( - candidates: Seq[TweetWithScore], - maxTweetAgeHours: Duration - ): Seq[TweetWithScore] = { - // Tweet IDs are approximately chronological (see http://go/snowflake), - // so we are building the earliest tweet id once - // The per-candidate logic here then be candidate.tweetId > earliestPermittedTweetId, which is far cheaper. - // See @cyao's phab on CrMixer generic age filter for reference https://phabricator.twitter.biz/D903188 - val earliestTweetId = SnowflakeId.firstIdFor(Time.now - maxTweetAgeHours) - candidates.filter { candidate => candidate.tweetId >= earliestTweetId } - } - - /** Returns a list of tweet sources that are generated less than `maxTweetAgeHours` hours ago */ - def tweetSourceAgeFilter( - candidates: Seq[SourceInfo], - maxTweetSignalAgeHoursParam: Duration - ): Seq[SourceInfo] = { - // Tweet IDs are approximately chronological (see http://go/snowflake), - // so we are building the earliest tweet id once - // This filter applies to source signals. 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com.twitter.cr_mixer.model.SimilarityEngineInfo -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.MemCacheConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.util.StatsUtil -import com.twitter.mediaservices.commons.codec.ArrayByteBufferCodec -import com.twitter.ml.api.thriftscala.{Embedding => ThriftEmbedding} -import com.twitter.ml.featurestore.lib -import com.twitter.simclusters_v2.thriftscala.InternalId -import com.twitter.storehaus.ReadableStore -import com.twitter.timelines.configapi.Params -import com.twitter.util.Future - -case class HnswANNEngineQuery( - modelId: String, - sourceId: InternalId, - params: Params, -) { - val cacheKey: String = s"${modelId}_${sourceId.toString}" -} - -/** - * This Engine looks for tweets whose similarity is close to a Source Dense Embedding. - * Only support Long based embedding lookup. UserId or TweetId. - * - * It provides HNSW specific implementations - * - * @param memCacheConfigOpt If specified, it will wrap the underlying store with a MemCache layer - * You should only enable this for cacheable queries, e.x. TweetIds. - * consumer based UserIds are generally not possible to cache. - */ -class HnswANNSimilarityEngine( - embeddingStoreLookUpMap: Map[String, ReadableStore[InternalId, ThriftEmbedding]], - annServiceLookUpMap: Map[String, AnnQueryService.MethodPerEndpoint], - globalStats: StatsReceiver, - override val identifier: SimilarityEngineType, - engineConfig: SimilarityEngineConfig, - memCacheConfigOpt: Option[MemCacheConfig[HnswANNEngineQuery]] = None) - extends SimilarityEngine[HnswANNEngineQuery, TweetWithScore] { - - private val MaxNumResults: Int = 200 - private val ef: Int = 800 - private val TweetIdByteInjection: Injection[lib.TweetId, Array[Byte]] = TweetKind.byteInjection - - private val scopedStats = globalStats.scope("similarityEngine", identifier.toString) - - def getScopedStats: StatsReceiver = scopedStats - - private def fetchEmbedding( - query: HnswANNEngineQuery, - ): Future[Option[ThriftEmbedding]] = { - val embeddingStore = embeddingStoreLookUpMap.getOrElse( - query.modelId, - throw new IllegalArgumentException( - s"${this.getClass.getSimpleName} ${identifier.toString}: " + - s"ModelId ${query.modelId} does not exist for embeddingStore" - ) - ) - - embeddingStore.get(query.sourceId) - } - - private def fetchCandidates( - query: HnswANNEngineQuery, - embedding: ThriftEmbedding - ): Future[Seq[TweetWithScore]] = { - val annService = annServiceLookUpMap.getOrElse( - query.modelId, - throw new IllegalArgumentException( - s"${this.getClass.getSimpleName} ${identifier.toString}: " + - s"ModelId ${query.modelId} does not exist for annStore" - ) - ) - - val hnswParams = HnswCommon.RuntimeParamsInjection.apply(HnswParams(ef)) - - val annQuery = - NearestNeighborQuery(embedding, withDistance = true, hnswParams, MaxNumResults) - - annService - .query(annQuery) - .map( - _.nearestNeighbors - .map { nearestNeighbor => - val candidateId = TweetIdByteInjection - .invert(ArrayByteBufferCodec.decode(nearestNeighbor.id)) - .toOption - .map(_.tweetId) - (candidateId, nearestNeighbor.distance) - }.collect { - case (Some(candidateId), Some(distance)) => - TweetWithScore(candidateId, toScore(distance)) - }) - } - - // Convert Distance to a score such that higher scores mean more similar. - def toScore(distance: Distance): Double = { - distance match { - case Distance.EditDistance(editDistance) => - // (-Infinite, 0.0] - 0.0 - editDistance.distance - case Distance.L2Distance(l2Distance) => - // (-Infinite, 0.0] - 0.0 - l2Distance.distance - case Distance.CosineDistance(cosineDistance) => - // [0.0 - 1.0] - 1.0 - cosineDistance.distance - case Distance.InnerProductDistance(innerProductDistance) => - // (-Infinite, Infinite) - 1.0 - innerProductDistance.distance - case Distance.UnknownUnionField(_) => - throw new IllegalStateException( - s"${this.getClass.getSimpleName} does not recognize $distance.toString" - ) - } - } - - private[similarity_engine] def getEmbeddingAndCandidates( - query: HnswANNEngineQuery - ): Future[Option[Seq[TweetWithScore]]] = { - - val fetchEmbeddingStat = scopedStats.scope(query.modelId).scope("fetchEmbedding") - val fetchCandidatesStat = scopedStats.scope(query.modelId).scope("fetchCandidates") - - for { - embeddingOpt <- StatsUtil.trackOptionStats(fetchEmbeddingStat) { fetchEmbedding(query) } - candidates <- StatsUtil.trackItemsStats(fetchCandidatesStat) { - - embeddingOpt match { - case Some(embedding) => fetchCandidates(query, embedding) - case None => Future.Nil - } - } - } yield { - Some(candidates) - } - } - - // Add memcache wrapper, if specified - private val store = { - val uncachedStore = ReadableStore.fromFnFuture(getEmbeddingAndCandidates) - - memCacheConfigOpt match { - case Some(config) => - SimilarityEngine.addMemCache( - underlyingStore = uncachedStore, - memCacheConfig = config, - statsReceiver = scopedStats - ) - case _ => uncachedStore - } - } - - def toSimilarityEngineInfo( - query: HnswANNEngineQuery, - score: Double - ): SimilarityEngineInfo = { - SimilarityEngineInfo( - similarityEngineType = this.identifier, - modelId = Some(query.modelId), - score = Some(score)) - } - - override def getCandidates( - engineQuery: HnswANNEngineQuery - ): Future[Option[Seq[TweetWithScore]]] = { - val versionedStats = globalStats.scope(engineQuery.modelId) - SimilarityEngine.getFromFn( - store.get, - engineQuery, - engineConfig, - engineQuery.params, - versionedStats - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/LookupSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/LookupSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..93fbe8b9c9ae37ca552731fcfcc71ad51e707667 GIT binary patch literal 37807 zcmagEWmsIvwm*z(a1HM6?hb+A?h-U;38Qq!mdchc21l$a?UqY(iSbkh?D2k_CscJt zAsC7wCOzfei(s{uztgjkLR(bqR981$J&y#u$TM#}m*LEmb6-4$SZYyn7k_R5s=7Jd z^Wzi;DAR6rACEq2(78yqmVbiABS<7=MU)yU;b0Jq68|VB?bz$49hgQRzI%fP=gCqiEjq=vHcD;&J(nC_GYSfwW~b^ 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com.twitter.cr_mixer.similarity_engine - -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.MemCacheConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.storehaus.ReadableStore -import com.twitter.timelines.configapi.Params -import com.twitter.util.Future - -case class LookupEngineQuery[Query]( - storeQuery: Query, // the actual Query type of the underlying store - lookupKey: String, - params: Params, -) - -/** - * This Engine provides a map interface for looking up different model implementations. - * It provides modelId level monitoring for free. - * - * Example use cases include OfflineSimClusters lookup - * - * - * @param versionedStoreMap A mapping from a modelId to a corresponding implementation - * @param memCacheConfigOpt If specified, it will wrap the underlying store with a MemCache layer - * You should only enable this for cacheable queries, e.x. TweetIds. - * consumer based UserIds are generally not possible to cache. - */ -class LookupSimilarityEngine[Query, Candidate <: Serializable]( - versionedStoreMap: Map[String, ReadableStore[Query, Seq[Candidate]]], // key = modelId - override val identifier: SimilarityEngineType, - globalStats: StatsReceiver, - engineConfig: SimilarityEngineConfig, - memCacheConfigOpt: Option[MemCacheConfig[Query]] = None) - extends SimilarityEngine[LookupEngineQuery[Query], Candidate] { - - private val scopedStats = globalStats.scope("similarityEngine", identifier.toString) - - private val underlyingLookupMap = { - memCacheConfigOpt match { - case Some(config) => - versionedStoreMap.map { - case (modelId, store) => - ( - modelId, - SimilarityEngine.addMemCache( - underlyingStore = store, - memCacheConfig = config, - keyPrefix = Some(modelId), - statsReceiver = scopedStats - ) - ) - } - case _ => versionedStoreMap - } - } - - override def getCandidates( - engineQuery: LookupEngineQuery[Query] - ): Future[Option[Seq[Candidate]]] = { - val versionedStore = - underlyingLookupMap - .getOrElse( - engineQuery.lookupKey, - throw new IllegalArgumentException( - s"${this.getClass.getSimpleName} ${identifier.toString}: ModelId ${engineQuery.lookupKey} does not exist" - ) - ) - - SimilarityEngine.getFromFn( - fn = versionedStore.get, - storeQuery = engineQuery.storeQuery, - engineConfig = engineConfig, - params = engineQuery.params, - scopedStats = scopedStats.scope(engineQuery.lookupKey) - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ModelBasedANNStore.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ModelBasedANNStore.docx new file mode 100644 index 0000000000000000000000000000000000000000..be599f573306c62985cbcf70d8514e64aed3747c GIT binary patch literal 38318 zcmagFWmp_t)-H@|a1HM6?hb+A?(PJ4Z9G75cXxMpcMI+oB)Ger&hyO7J2US&-}k4u 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javax.inject.Singleton - -/** - * This store looks for tweets whose similarity is close to a Source Dense Embedding. - * Only support Long based embedding lookup. UserId or TweetId - */ -@Singleton -class ModelBasedANNStore( - embeddingStoreLookUpMap: Map[String, ReadableStore[InternalId, ThriftEmbedding]], - annServiceLookUpMap: Map[String, AnnQueryService.MethodPerEndpoint], - globalStats: StatsReceiver) - extends ReadableStore[ - ModelBasedANNStore.Query, - Seq[TweetWithScore] - ] { - - import ModelBasedANNStore._ - - private val stats = globalStats.scope(this.getClass.getSimpleName) - private val fetchEmbeddingStat = stats.scope("fetchEmbedding") - private val fetchCandidatesStat = stats.scope("fetchCandidates") - - override def get(query: Query): Future[Option[Seq[TweetWithScore]]] = { - for { - maybeEmbedding <- StatsUtil.trackOptionStats(fetchEmbeddingStat.scope(query.modelId)) { - fetchEmbedding(query) - } - maybeCandidates <- StatsUtil.trackOptionStats(fetchCandidatesStat.scope(query.modelId)) { - maybeEmbedding match { - case Some(embedding) => - fetchCandidates(query, embedding) - case None => - Future.None - } - } - } yield { - maybeCandidates.map( - _.nearestNeighbors - .map { nearestNeighbor => - val candidateId = TweetIdByteInjection - .invert(ArrayByteBufferCodec.decode(nearestNeighbor.id)) - .toOption - .map(_.tweetId) - (candidateId, nearestNeighbor.distance) - }.collect { - case (Some(candidateId), Some(distance)) => - TweetWithScore(candidateId, toScore(distance)) - }) - } - } - - private def fetchEmbedding(query: Query): Future[Option[ThriftEmbedding]] = { - embeddingStoreLookUpMap.get(query.modelId) match { - case Some(embeddingStore) => - embeddingStore.get(query.sourceId) - case _ => - Future.None - } - } - - private def fetchCandidates( - query: Query, - embedding: ThriftEmbedding - ): Future[Option[NearestNeighborResult]] = { - val hnswParams = HnswCommon.RuntimeParamsInjection.apply(HnswParams(query.ef)) - - annServiceLookUpMap.get(query.modelId) match { - case Some(annService) => - val annQuery = - NearestNeighborQuery(embedding, withDistance = true, hnswParams, MaxNumResults) - annService.query(annQuery).map(v => Some(v)) - case _ => - Future.None - } - } -} - -object ModelBasedANNStore { - - val MaxNumResults: Int = 200 - val MaxTweetCandidateAge: Duration = 1.day - - val TweetIdByteInjection: Injection[lib.TweetId, Array[Byte]] = TweetKind.byteInjection - - // For more information about HNSW algorithm: https://docbird.twitter.biz/ann/hnsw.html - case class Query( - sourceId: InternalId, - modelId: String, - similarityEngineType: SimilarityEngineType, - ef: Int = 800) - - def toScore(distance: Distance): Double = { - distance match { - case Distance.L2Distance(l2Distance) => - // (-Infinite, 0.0] - 0.0 - l2Distance.distance - case Distance.CosineDistance(cosineDistance) => - // [0.0 - 1.0] - 1.0 - cosineDistance.distance - case Distance.InnerProductDistance(innerProductDistance) => - // (-Infinite, Infinite) - 1.0 - innerProductDistance.distance - case _ => - 0.0 - } - } - def toSimilarityEngineInfo(query: Query, score: Double): SimilarityEngineInfo = { - SimilarityEngineInfo( - similarityEngineType = query.similarityEngineType, - modelId = Some(query.modelId), - score = Some(score)) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ProducerBasedUnifiedSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ProducerBasedUnifiedSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..5f60176780b011f8b5e6e0089ec20aec309d78dd GIT binary patch literal 40830 zcmagFV_;<6)-4>{?$}1h>e#kz+jhscZQHgx9ox2@-1PID^B%nSe&3&6yXM++j4{XB zST(CkRst9V1poj50w6PmRkc#SFg6ho0ALIZ008+bsv%%w?Pz4}sH5m+YviCs>uP1$ zm?$N)%8T&x@*OpajvL=Y03Nk$$ClidIu=u~I{ltaZHew&66pDHf+JLEMm89XHZ~*m z(F=FAj;qVFiBv;C@LWqPLnWUOxY#p)J&*Rnm~~$$mOyM#bQfoC5Ui#p!}HrT3*h(N zntl!)q@YXw9CiOh)n|YxvdU;>B)p*@2zjnC(2(l<8P?nmB3niIlM%9AD%1TjS?Bi& z9~Z)B0bil4_a$0Vglu+F(CE=gC4RHewwa$}N_4X!8c6F=0g>bGz&^8Fa z_pEwoUB*=yPr&L*BkmN`H;~MO_ReiA0!eFTkASmOKCL-(PFIzwOgq%oq7=Q%P69+R 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file mode 100644 index f782ae037..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ProducerBasedUnifiedSimilarityEngine.scala +++ /dev/null @@ -1,641 +0,0 @@ -package com.twitter.cr_mixer.similarity_engine - -import com.twitter.cr_mixer.model.CandidateGenerationInfo -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.model.SimilarityEngineInfo -import com.twitter.cr_mixer.model.SourceInfo -import com.twitter.cr_mixer.model.TweetWithCandidateGenerationInfo -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.cr_mixer.param.GlobalParams -import com.twitter.cr_mixer.param.ProducerBasedCandidateGenerationParams -import com.twitter.cr_mixer.param.UnifiedSETweetCombinationMethod -import com.twitter.cr_mixer.param.RelatedTweetProducerBasedParams -import com.twitter.cr_mixer.param.SimClustersANNParams -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.cr_mixer.thriftscala.SourceType -import com.twitter.cr_mixer.util.InterleaveUtil -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.util.StatsUtil -import com.twitter.simclusters_v2.common.ModelVersions -import com.twitter.simclusters_v2.thriftscala.EmbeddingType -import com.twitter.simclusters_v2.thriftscala.InternalId -import com.twitter.storehaus.ReadableStore -import com.twitter.timelines.configapi -import com.twitter.util.Duration -import com.twitter.util.Future -import javax.inject.Named -import javax.inject.Singleton -import scala.collection.mutable.ArrayBuffer - -/** - * This store looks for similar tweets from UserTweetGraph for a Source ProducerId - * For a query producerId,User Tweet Graph (UTG), - * lets us find out which tweets the query producer's followers co-engaged - */ -@Singleton -case class ProducerBasedUnifiedSimilarityEngine( - @Named(ModuleNames.ProducerBasedUserTweetGraphSimilarityEngine) - producerBasedUserTweetGraphSimilarityEngine: StandardSimilarityEngine[ - ProducerBasedUserTweetGraphSimilarityEngine.Query, - TweetWithScore - ], - simClustersANNSimilarityEngine: StandardSimilarityEngine[ - SimClustersANNSimilarityEngine.Query, - TweetWithScore - ], - statsReceiver: StatsReceiver) - extends ReadableStore[ProducerBasedUnifiedSimilarityEngine.Query, Seq[ - TweetWithCandidateGenerationInfo - ]] { - - import ProducerBasedUnifiedSimilarityEngine._ - private val stats = statsReceiver.scope(this.getClass.getSimpleName) - private val fetchCandidatesStat = stats.scope("fetchCandidates") - - override def get( - query: Query - ): Future[Option[Seq[TweetWithCandidateGenerationInfo]]] = { - query.sourceInfo.internalId match { - case _: InternalId.UserId => - StatsUtil.trackOptionItemsStats(fetchCandidatesStat) { - val sannCandidatesFut = if (query.enableSimClustersANN) { - simClustersANNSimilarityEngine.getCandidates(query.simClustersANNQuery) - } else Future.None - - val sann1CandidatesFut = - if (query.enableSimClustersANN1) { - simClustersANNSimilarityEngine.getCandidates(query.simClustersANN1Query) - } else Future.None - - val sann2CandidatesFut = - if (query.enableSimClustersANN2) { - simClustersANNSimilarityEngine.getCandidates(query.simClustersANN2Query) - } else Future.None - - val sann3CandidatesFut = - if (query.enableSimClustersANN3) { - simClustersANNSimilarityEngine.getCandidates(query.simClustersANN3Query) - } else Future.None - - val sann4CandidatesFut = - if (query.enableSimClustersANN4) { - simClustersANNSimilarityEngine.getCandidates(query.simClustersANN4Query) - } else Future.None - - val sann5CandidatesFut = - if (query.enableSimClustersANN5) { - simClustersANNSimilarityEngine.getCandidates(query.simClustersANN5Query) - } else Future.None - - val experimentalSANNCandidatesFut = - if (query.enableExperimentalSimClustersANN) { - simClustersANNSimilarityEngine.getCandidates(query.experimentalSimClustersANNQuery) - } else Future.None - - val utgCandidatesFut = if (query.enableUtg) { - producerBasedUserTweetGraphSimilarityEngine.getCandidates(query.utgQuery) - } else Future.None - - Future - .join( - sannCandidatesFut, - sann1CandidatesFut, - sann2CandidatesFut, - sann3CandidatesFut, - sann4CandidatesFut, - sann5CandidatesFut, - experimentalSANNCandidatesFut, - utgCandidatesFut - ).map { - case ( - simClustersAnnCandidates, - simClustersAnn1Candidates, - simClustersAnn2Candidates, - simClustersAnn3Candidates, - simClustersAnn4Candidates, - simClustersAnn5Candidates, - experimentalSANNCandidates, - userTweetGraphCandidates) => - val filteredSANNTweets = simClustersCandidateMinScoreFilter( - simClustersAnnCandidates.toSeq.flatten, - query.simClustersMinScore, - query.simClustersANNQuery.storeQuery.simClustersANNConfigId) - - val filteredExperimentalSANNTweets = simClustersCandidateMinScoreFilter( - experimentalSANNCandidates.toSeq.flatten, - query.simClustersMinScore, - query.experimentalSimClustersANNQuery.storeQuery.simClustersANNConfigId) - - val filteredSANN1Tweets = simClustersCandidateMinScoreFilter( - simClustersAnn1Candidates.toSeq.flatten, - query.simClustersMinScore, - query.simClustersANN1Query.storeQuery.simClustersANNConfigId) - - val filteredSANN2Tweets = simClustersCandidateMinScoreFilter( - simClustersAnn2Candidates.toSeq.flatten, - query.simClustersMinScore, - query.simClustersANN2Query.storeQuery.simClustersANNConfigId) - - val filteredSANN3Tweets = simClustersCandidateMinScoreFilter( - simClustersAnn3Candidates.toSeq.flatten, - query.simClustersMinScore, - query.simClustersANN3Query.storeQuery.simClustersANNConfigId) - - val filteredSANN4Tweets = simClustersCandidateMinScoreFilter( - simClustersAnn4Candidates.toSeq.flatten, - query.simClustersMinScore, - query.simClustersANN4Query.storeQuery.simClustersANNConfigId) - - val filteredSANN5Tweets = simClustersCandidateMinScoreFilter( - simClustersAnn5Candidates.toSeq.flatten, - query.simClustersMinScore, - query.simClustersANN5Query.storeQuery.simClustersANNConfigId) - - val filteredUTGTweets = - userTweetGraphFilter(userTweetGraphCandidates.toSeq.flatten) - - val sannTweetsWithCGInfo = filteredSANNTweets.map { tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo(query.simClustersANNQuery, tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - val sann1TweetsWithCGInfo = filteredSANN1Tweets.map { tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo(query.simClustersANN1Query, tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - val sann2TweetsWithCGInfo = filteredSANN2Tweets.map { tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo(query.simClustersANN2Query, tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - - val sann3TweetsWithCGInfo = filteredSANN3Tweets.map { tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo(query.simClustersANN3Query, tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - - val sann4TweetsWithCGInfo = filteredSANN4Tweets.map { tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo(query.simClustersANN4Query, tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - - val sann5TweetsWithCGInfo = filteredSANN5Tweets.map { tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo(query.simClustersANN5Query, tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - - val experimentalSANNTweetsWithCGInfo = filteredExperimentalSANNTweets.map { - tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo( - query.experimentalSimClustersANNQuery, - tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - val utgTweetsWithCGInfo = filteredUTGTweets.map { tweetWithScore => - val similarityEngineInfo = - ProducerBasedUserTweetGraphSimilarityEngine - .toSimilarityEngineInfo(tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - - val candidateSourcesToBeInterleaved = - ArrayBuffer[Seq[TweetWithCandidateGenerationInfo]]( - sannTweetsWithCGInfo, - sann1TweetsWithCGInfo, - sann2TweetsWithCGInfo, - sann3TweetsWithCGInfo, - sann4TweetsWithCGInfo, - sann5TweetsWithCGInfo, - experimentalSANNTweetsWithCGInfo, - ) - - if (query.utgCombinationMethod == UnifiedSETweetCombinationMethod.Interleave) { - candidateSourcesToBeInterleaved += utgTweetsWithCGInfo - } - - val interleavedCandidates = - InterleaveUtil.interleave(candidateSourcesToBeInterleaved) - - val candidateSourcesToBeOrdered = - ArrayBuffer[Seq[TweetWithCandidateGenerationInfo]](interleavedCandidates) - - if (query.utgCombinationMethod == UnifiedSETweetCombinationMethod.Frontload) - candidateSourcesToBeOrdered.prepend(utgTweetsWithCGInfo) - - val candidatesFromGivenOrderCombination = - SimilaritySourceOrderingUtil.keepGivenOrder(candidateSourcesToBeOrdered) - - val unifiedCandidatesWithUnifiedCGInfo = candidatesFromGivenOrderCombination.map { - candidate => - /*** - * when a candidate was made by interleave/keepGivenOrder, - * then we apply getProducerBasedUnifiedCGInfo() to override with the unified CGInfo - * - * in contributingSE list for interleave. We only have the chosen SE available. - * This is hard to add for interleave, and we plan to add it later after abstraction improvement. - */ - TweetWithCandidateGenerationInfo( - tweetId = candidate.tweetId, - candidateGenerationInfo = getProducerBasedUnifiedCGInfo( - candidate.candidateGenerationInfo.sourceInfoOpt, - candidate.getSimilarityScore, - candidate.candidateGenerationInfo.contributingSimilarityEngines - ) // getSimilarityScore comes from either unifiedScore or single score - ) - } - stats.stat("unified_candidate_size").add(unifiedCandidatesWithUnifiedCGInfo.size) - val truncatedCandidates = - unifiedCandidatesWithUnifiedCGInfo.take(query.maxCandidateNumPerSourceKey) - stats.stat("truncatedCandidates_size").add(truncatedCandidates.size) - - Some(truncatedCandidates) - - } - } - - case _ => - stats.counter("sourceId_is_not_userId_cnt").incr() - Future.None - } - } - - private def simClustersCandidateMinScoreFilter( - simClustersAnnCandidates: Seq[TweetWithScore], - simClustersMinScore: Double, - simClustersANNConfigId: String - ): Seq[TweetWithScore] = { - val filteredCandidates = simClustersAnnCandidates - .filter { candidate => - candidate.score > simClustersMinScore - } - - stats.stat(simClustersANNConfigId, "simClustersAnnCandidates_size").add(filteredCandidates.size) - stats.counter(simClustersANNConfigId, "simClustersAnnRequests").incr() - if (filteredCandidates.isEmpty) - stats.counter(simClustersANNConfigId, "emptyFilteredSimClustersAnnCandidates").incr() - - filteredCandidates.map { candidate => - TweetWithScore(candidate.tweetId, candidate.score) - } - } - - /** A no-op filter as UTG filter already happened at UTG service side */ - private def userTweetGraphFilter( - userTweetGraphCandidates: Seq[TweetWithScore] - ): Seq[TweetWithScore] = { - val filteredCandidates = userTweetGraphCandidates - - stats.stat("userTweetGraphCandidates_size").add(userTweetGraphCandidates.size) - if (filteredCandidates.isEmpty) stats.counter("emptyFilteredUserTweetGraphCandidates").incr() - - filteredCandidates.map { candidate => - TweetWithScore(candidate.tweetId, candidate.score) - } - } - -} -object ProducerBasedUnifiedSimilarityEngine { - - /*** - * Every candidate will have the CG Info with ProducerBasedUnifiedSimilarityEngine - * as they are generated by a composite of Similarity Engines. - * Additionally, we store the contributing SEs (eg., SANN, UTG). - */ - private def getProducerBasedUnifiedCGInfo( - sourceInfoOpt: Option[SourceInfo], - unifiedScore: Double, - contributingSimilarityEngines: Seq[SimilarityEngineInfo] - ): CandidateGenerationInfo = { - CandidateGenerationInfo( - sourceInfoOpt, - SimilarityEngineInfo( - similarityEngineType = SimilarityEngineType.ProducerBasedUnifiedSimilarityEngine, - modelId = None, // We do not assign modelId for a unified similarity engine - score = Some(unifiedScore) - ), - contributingSimilarityEngines - ) - } - - case class Query( - sourceInfo: SourceInfo, - maxCandidateNumPerSourceKey: Int, - maxTweetAgeHours: Duration, - // SimClusters - enableSimClustersANN: Boolean, - simClustersANNQuery: EngineQuery[SimClustersANNSimilarityEngine.Query], - enableExperimentalSimClustersANN: Boolean, - experimentalSimClustersANNQuery: EngineQuery[SimClustersANNSimilarityEngine.Query], - enableSimClustersANN1: Boolean, - simClustersANN1Query: EngineQuery[SimClustersANNSimilarityEngine.Query], - enableSimClustersANN2: Boolean, - simClustersANN2Query: EngineQuery[SimClustersANNSimilarityEngine.Query], - enableSimClustersANN4: Boolean, - simClustersANN4Query: EngineQuery[SimClustersANNSimilarityEngine.Query], - enableSimClustersANN3: Boolean, - simClustersANN3Query: EngineQuery[SimClustersANNSimilarityEngine.Query], - enableSimClustersANN5: Boolean, - simClustersANN5Query: EngineQuery[SimClustersANNSimilarityEngine.Query], - simClustersMinScore: Double, - // UTG - enableUtg: Boolean, - utgCombinationMethod: UnifiedSETweetCombinationMethod.Value, - utgQuery: EngineQuery[ProducerBasedUserTweetGraphSimilarityEngine.Query]) - - def fromParams( - sourceInfo: SourceInfo, - params: configapi.Params, - ): EngineQuery[Query] = { - val maxCandidateNumPerSourceKey = params(GlobalParams.MaxCandidateNumPerSourceKeyParam) - val maxTweetAgeHours = params(GlobalParams.MaxTweetAgeHoursParam) - // SimClusters - val enableSimClustersANN = params( - ProducerBasedCandidateGenerationParams.EnableSimClustersANNParam) - val simClustersModelVersion = - ModelVersions.Enum.enumToSimClustersModelVersionMap(params(GlobalParams.ModelVersionParam)) - val simClustersANNConfigId = params(SimClustersANNParams.SimClustersANNConfigId) - // SimClusters - Experimental SANN Similarity Engine - val enableExperimentalSimClustersANN = params( - ProducerBasedCandidateGenerationParams.EnableExperimentalSimClustersANNParam) - val experimentalSimClustersANNConfigId = params( - SimClustersANNParams.ExperimentalSimClustersANNConfigId) - // SimClusters - SANN cluster 1 Similarity Engine - val enableSimClustersANN1 = params( - ProducerBasedCandidateGenerationParams.EnableSimClustersANN1Param) - val simClustersANN1ConfigId = params(SimClustersANNParams.SimClustersANN1ConfigId) - // SimClusters - SANN cluster 2 Similarity Engine - val enableSimClustersANN2 = params( - ProducerBasedCandidateGenerationParams.EnableSimClustersANN2Param) - val simClustersANN2ConfigId = params(SimClustersANNParams.SimClustersANN2ConfigId) - // SimClusters - SANN cluster 3 Similarity Engine - val enableSimClustersANN3 = params( - ProducerBasedCandidateGenerationParams.EnableSimClustersANN3Param) - val simClustersANN3ConfigId = params(SimClustersANNParams.SimClustersANN3ConfigId) - // SimClusters - SANN cluster 5 Similarity Engine - val enableSimClustersANN5 = params( - ProducerBasedCandidateGenerationParams.EnableSimClustersANN5Param) - val simClustersANN5ConfigId = params(SimClustersANNParams.SimClustersANN5ConfigId) - val enableSimClustersANN4 = params( - ProducerBasedCandidateGenerationParams.EnableSimClustersANN4Param) - val simClustersANN4ConfigId = params(SimClustersANNParams.SimClustersANN4ConfigId) - - val simClustersMinScore = params( - ProducerBasedCandidateGenerationParams.SimClustersMinScoreParam) - - // SimClusters ANN Query - val simClustersANNQuery = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - simClustersANNConfigId, - params - ) - val experimentalSimClustersANNQuery = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - experimentalSimClustersANNConfigId, - params - ) - val simClustersANN1Query = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - simClustersANN1ConfigId, - params - ) - val simClustersANN2Query = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - simClustersANN2ConfigId, - params - ) - val simClustersANN3Query = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - simClustersANN3ConfigId, - params - ) - val simClustersANN5Query = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - simClustersANN5ConfigId, - params - ) - val simClustersANN4Query = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - simClustersANN4ConfigId, - params - ) - // UTG - val enableUtg = params(ProducerBasedCandidateGenerationParams.EnableUTGParam) - val utgCombinationMethod = params( - ProducerBasedCandidateGenerationParams.UtgCombinationMethodParam) - - EngineQuery( - Query( - sourceInfo = sourceInfo, - maxCandidateNumPerSourceKey = maxCandidateNumPerSourceKey, - maxTweetAgeHours = maxTweetAgeHours, - enableSimClustersANN = enableSimClustersANN, - simClustersANNQuery = simClustersANNQuery, - enableExperimentalSimClustersANN = enableExperimentalSimClustersANN, - experimentalSimClustersANNQuery = experimentalSimClustersANNQuery, - enableSimClustersANN1 = enableSimClustersANN1, - simClustersANN1Query = simClustersANN1Query, - enableSimClustersANN2 = enableSimClustersANN2, - simClustersANN2Query = simClustersANN2Query, - enableSimClustersANN3 = enableSimClustersANN3, - simClustersANN3Query = simClustersANN3Query, - enableSimClustersANN5 = enableSimClustersANN5, - simClustersANN5Query = simClustersANN5Query, - enableSimClustersANN4 = enableSimClustersANN4, - simClustersANN4Query = simClustersANN4Query, - simClustersMinScore = simClustersMinScore, - enableUtg = enableUtg, - utgCombinationMethod = utgCombinationMethod, - utgQuery = ProducerBasedUserTweetGraphSimilarityEngine - .fromParams(sourceInfo.internalId, params) - ), - params - ) - } - - def fromParamsForRelatedTweet( - internalId: InternalId, - params: configapi.Params - ): EngineQuery[Query] = { - val maxCandidateNumPerSourceKey = params(GlobalParams.MaxCandidateNumPerSourceKeyParam) - val maxTweetAgeHours = params(GlobalParams.MaxTweetAgeHoursParam) - // SimClusters - val enableSimClustersANN = params(RelatedTweetProducerBasedParams.EnableSimClustersANNParam) - val simClustersModelVersion = - ModelVersions.Enum.enumToSimClustersModelVersionMap(params(GlobalParams.ModelVersionParam)) - val simClustersANNConfigId = params(SimClustersANNParams.SimClustersANNConfigId) - val simClustersMinScore = - params(RelatedTweetProducerBasedParams.SimClustersMinScoreParam) - // SimClusters - Experimental SANN Similarity Engine - val enableExperimentalSimClustersANN = params( - RelatedTweetProducerBasedParams.EnableExperimentalSimClustersANNParam) - val experimentalSimClustersANNConfigId = params( - SimClustersANNParams.ExperimentalSimClustersANNConfigId) - // SimClusters - SANN cluster 1 Similarity Engine - val enableSimClustersANN1 = params(RelatedTweetProducerBasedParams.EnableSimClustersANN1Param) - val simClustersANN1ConfigId = params(SimClustersANNParams.SimClustersANN1ConfigId) - // SimClusters - SANN cluster 2 Similarity Engine - val enableSimClustersANN2 = params(RelatedTweetProducerBasedParams.EnableSimClustersANN2Param) - val simClustersANN2ConfigId = params(SimClustersANNParams.SimClustersANN2ConfigId) - // SimClusters - SANN cluster 3 Similarity Engine - val enableSimClustersANN3 = params(RelatedTweetProducerBasedParams.EnableSimClustersANN3Param) - val simClustersANN3ConfigId = params(SimClustersANNParams.SimClustersANN3ConfigId) - // SimClusters - SANN cluster 5 Similarity Engine - val enableSimClustersANN5 = params(RelatedTweetProducerBasedParams.EnableSimClustersANN5Param) - val simClustersANN5ConfigId = params(SimClustersANNParams.SimClustersANN5ConfigId) - - val enableSimClustersANN4 = params(RelatedTweetProducerBasedParams.EnableSimClustersANN4Param) - val simClustersANN4ConfigId = params(SimClustersANNParams.SimClustersANN4ConfigId) - // Build SANN Query - val simClustersANNQuery = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - simClustersANNConfigId, - params - ) - val experimentalSimClustersANNQuery = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - experimentalSimClustersANNConfigId, - params - ) - val simClustersANN1Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - simClustersANN1ConfigId, - params - ) - val simClustersANN2Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - simClustersANN2ConfigId, - params - ) - val simClustersANN3Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - simClustersANN3ConfigId, - params - ) - val simClustersANN5Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - simClustersANN5ConfigId, - params - ) - val simClustersANN4Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.FavBasedProducer, - simClustersModelVersion, - simClustersANN4ConfigId, - params - ) - // UTG - val enableUtg = params(RelatedTweetProducerBasedParams.EnableUTGParam) - val utgCombinationMethod = params( - ProducerBasedCandidateGenerationParams.UtgCombinationMethodParam) - - // SourceType.RequestUserId is a placeholder. - val sourceInfo = SourceInfo(SourceType.RequestUserId, internalId, None) - - EngineQuery( - Query( - sourceInfo = sourceInfo, - maxCandidateNumPerSourceKey = maxCandidateNumPerSourceKey, - maxTweetAgeHours = maxTweetAgeHours, - enableSimClustersANN = enableSimClustersANN, - simClustersANNQuery = simClustersANNQuery, - enableExperimentalSimClustersANN = enableExperimentalSimClustersANN, - experimentalSimClustersANNQuery = experimentalSimClustersANNQuery, - enableSimClustersANN1 = enableSimClustersANN1, - simClustersANN1Query = simClustersANN1Query, - enableSimClustersANN2 = enableSimClustersANN2, - simClustersANN2Query = simClustersANN2Query, - enableSimClustersANN3 = enableSimClustersANN3, - simClustersANN3Query = simClustersANN3Query, - enableSimClustersANN5 = enableSimClustersANN5, - simClustersANN5Query = simClustersANN5Query, - enableSimClustersANN4 = enableSimClustersANN4, - simClustersANN4Query = simClustersANN4Query, - simClustersMinScore = simClustersMinScore, - enableUtg = enableUtg, - utgQuery = ProducerBasedUserTweetGraphSimilarityEngine.fromParams(internalId, params), - utgCombinationMethod = utgCombinationMethod - ), - params - ) - } - -} diff --git 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/dev/null @@ -1,96 +0,0 @@ -package com.twitter.cr_mixer.similarity_engine - -import com.twitter.cr_mixer.model.SimilarityEngineInfo -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.cr_mixer.param.GlobalParams -import com.twitter.cr_mixer.param.ProducerBasedUserAdGraphParams -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.recos.user_ad_graph.thriftscala.ProducerBasedRelatedAdRequest -import com.twitter.recos.user_ad_graph.thriftscala.UserAdGraph -import com.twitter.simclusters_v2.thriftscala.InternalId -import com.twitter.storehaus.ReadableStore -import com.twitter.util.Future -import javax.inject.Singleton -import com.twitter.cr_mixer.param.GlobalParams -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.frigate.common.util.StatsUtil -import com.twitter.timelines.configapi - -/** - * This store looks for similar tweets from UserAdGraph for a Source ProducerId - * For a query producerId,User Tweet Graph (UAG), - * lets us find out which ad tweets the query producer's followers co-engaged - */ -@Singleton -case class ProducerBasedUserAdGraphSimilarityEngine( - userAdGraphService: UserAdGraph.MethodPerEndpoint, - statsReceiver: StatsReceiver) - extends ReadableStore[ProducerBasedUserAdGraphSimilarityEngine.Query, Seq[ - TweetWithScore - ]] { - - private val stats = statsReceiver.scope(this.getClass.getSimpleName) - private val fetchCandidatesStat = stats.scope("fetchCandidates") - - override def get( - query: ProducerBasedUserAdGraphSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScore]]] = { - query.sourceId match { - case InternalId.UserId(producerId) => - StatsUtil.trackOptionItemsStats(fetchCandidatesStat) { - val relatedAdRequest = - ProducerBasedRelatedAdRequest( - producerId, - maxResults = Some(query.maxResults), - minCooccurrence = Some(query.minCooccurrence), - minScore = Some(query.minScore), - maxNumFollowers = Some(query.maxNumFollowers), - maxTweetAgeInHours = Some(query.maxTweetAgeInHours), - ) - - userAdGraphService.producerBasedRelatedAds(relatedAdRequest).map { relatedAdResponse => - val candidates = - relatedAdResponse.adTweets.map(tweet => TweetWithScore(tweet.adTweetId, tweet.score)) - Some(candidates) - } - } - case _ => - Future.value(None) - } - } -} - -object ProducerBasedUserAdGraphSimilarityEngine { - - def toSimilarityEngineInfo(score: Double): SimilarityEngineInfo = { - SimilarityEngineInfo( - similarityEngineType = SimilarityEngineType.ProducerBasedUserAdGraph, - modelId = None, - score = Some(score)) - } - - case class Query( - sourceId: InternalId, - maxResults: Int, - minCooccurrence: Int, // require at least {minCooccurrence} lhs user engaged with returned tweet - minScore: Double, - maxNumFollowers: Int, // max number of lhs users - maxTweetAgeInHours: Int) - - def fromParams( - sourceId: InternalId, - params: configapi.Params, - ): EngineQuery[Query] = { - EngineQuery( - Query( - sourceId = sourceId, - maxResults = params(GlobalParams.MaxCandidateNumPerSourceKeyParam), - minCooccurrence = params(ProducerBasedUserAdGraphParams.MinCoOccurrenceParam), - maxNumFollowers = params(ProducerBasedUserAdGraphParams.MaxNumFollowersParam), - maxTweetAgeInHours = params(GlobalParams.MaxTweetAgeHoursParam).inHours, - minScore = params(ProducerBasedUserAdGraphParams.MinScoreParam) - ), - params - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ProducerBasedUserTweetGraphSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/ProducerBasedUserTweetGraphSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..888265aa3496e890040bf08cc584e268864357cc GIT binary patch literal 37908 zcmagFWmsHG);5f5a1HM6?he7--3bI}+-W?xySuwXaCZp7-GT&yyT6@tX6BiB#cg55qXRC?kPrv?UDT7_hgr9Ool1x#m_-20O8q%up=dxY~tFm-KN zJ|Abez*+X{2KbE7L(awWbOV#MAHia%t7A3MiHAerR0YSO!)gm>x$`^89n@8iN2&Md 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com.twitter.cr_mixer.similarity_engine - -import com.twitter.cr_mixer.model.SimilarityEngineInfo -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.cr_mixer.param.ProducerBasedUserTweetGraphParams -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.recos.user_tweet_graph.thriftscala.ProducerBasedRelatedTweetRequest -import com.twitter.simclusters_v2.thriftscala.InternalId -import com.twitter.storehaus.ReadableStore -import com.twitter.util.Future -import javax.inject.Singleton -import com.twitter.cr_mixer.param.GlobalParams -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.frigate.common.util.StatsUtil -import com.twitter.timelines.configapi -import com.twitter.recos.user_tweet_graph.thriftscala.UserTweetGraph - -/** - * This store looks for similar tweets from UserTweetGraph for a Source ProducerId - * For a query producerId,User Tweet Graph (UTG), - * lets us find out which tweets the query producer's followers co-engaged - */ -@Singleton -case class ProducerBasedUserTweetGraphSimilarityEngine( - userTweetGraphService: UserTweetGraph.MethodPerEndpoint, - statsReceiver: StatsReceiver) - extends ReadableStore[ProducerBasedUserTweetGraphSimilarityEngine.Query, Seq[ - TweetWithScore - ]] { - - private val stats = statsReceiver.scope(this.getClass.getSimpleName) - private val fetchCandidatesStat = stats.scope("fetchCandidates") - - override def get( - query: ProducerBasedUserTweetGraphSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScore]]] = { - query.sourceId match { - case InternalId.UserId(producerId) => - StatsUtil.trackOptionItemsStats(fetchCandidatesStat) { - val relatedTweetRequest = - ProducerBasedRelatedTweetRequest( - producerId, - maxResults = Some(query.maxResults), - minCooccurrence = Some(query.minCooccurrence), - minScore = Some(query.minScore), - maxNumFollowers = Some(query.maxNumFollowers), - maxTweetAgeInHours = Some(query.maxTweetAgeInHours), - ) - - userTweetGraphService.producerBasedRelatedTweets(relatedTweetRequest).map { - relatedTweetResponse => - val candidates = - relatedTweetResponse.tweets.map(tweet => TweetWithScore(tweet.tweetId, tweet.score)) - Some(candidates) - } - } - case _ => - Future.value(None) - } - } -} - -object ProducerBasedUserTweetGraphSimilarityEngine { - - def toSimilarityEngineInfo(score: Double): SimilarityEngineInfo = { - SimilarityEngineInfo( - similarityEngineType = SimilarityEngineType.ProducerBasedUserTweetGraph, - modelId = None, - score = Some(score)) - } - - case class Query( - sourceId: InternalId, - maxResults: Int, - minCooccurrence: Int, // require at least {minCooccurrence} lhs user engaged with returned tweet - minScore: Double, - maxNumFollowers: Int, // max number of lhs users - maxTweetAgeInHours: Int) - - def fromParams( - sourceId: InternalId, - params: configapi.Params, - ): EngineQuery[Query] = { - EngineQuery( - Query( - sourceId = sourceId, - maxResults = params(GlobalParams.MaxCandidateNumPerSourceKeyParam), - minCooccurrence = params(ProducerBasedUserTweetGraphParams.MinCoOccurrenceParam), - maxNumFollowers = params(ProducerBasedUserTweetGraphParams.MaxNumFollowersParam), - maxTweetAgeInHours = params(GlobalParams.MaxTweetAgeHoursParam).inHours, - minScore = params(ProducerBasedUserTweetGraphParams.MinScoreParam) - ), - params - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/SimClustersANNSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/SimClustersANNSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..dcebfd54abd1f84658ba4b35985c4bb0e82a879f GIT binary patch literal 37936 zcmagEWmsHGw=RmiySux)TOhc*1cv~PyGwxJ?(XjH?ht~zOCY%W>8$nX-sjx=XZF)o zHC`EG_N=Per6daufdK*n0t1qj%B@wUQWTd23IZ|?1ppx5=X`?-?gW)XNbd-sL8nF(OzaglLLEtnB)srpH&Kl 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z7CaJc`4{&H2-xnb0}r)7Hx~nd7&B<+Ip9F7RSrN!@Kx~Mx5NEODmx9q&RfB*RJU|4 z1Y5`dx%17EZAT%cbk{dYdH~?&C<4fAF*DfRohxbFTl`ElR0DYn4SDqxGWw`~0 zyj~LOf!0YkJUO_po=rs*C=M;WY~Zn>>o}wg12sSk5gUd-@au*xWeF$`%^Gj;Heu^L zG=~gTK;!QXg>}@n(Ku894RkjIs?nPT+l9SQ7c_R SimClustersANNQuery} -import com.twitter.storehaus.ReadableStore -import com.twitter.timelines.configapi -import com.twitter.util.Future -import javax.inject.Singleton -import com.twitter.cr_mixer.exception.InvalidSANNConfigException -import com.twitter.relevance_platform.simclustersann.multicluster.ServiceNameMapper - -@Singleton -case class SimClustersANNSimilarityEngine( - simClustersANNServiceNameToClientMapper: Map[String, SimClustersANNService.MethodPerEndpoint], - statsReceiver: StatsReceiver) - extends ReadableStore[ - SimClustersANNSimilarityEngine.Query, - Seq[TweetWithScore] - ] { - - private val name: String = this.getClass.getSimpleName - private val stats = statsReceiver.scope(name) - private val fetchCandidatesStat = stats.scope("fetchCandidates") - - private def getSimClustersANNService( - query: SimClustersANNQuery - ): Option[SimClustersANNService.MethodPerEndpoint] = { - ServiceNameMapper - .getServiceName( - query.sourceEmbeddingId.modelVersion, - query.config.candidateEmbeddingType).flatMap(serviceName => - simClustersANNServiceNameToClientMapper.get(serviceName)) - } - - override def get( - query: SimClustersANNSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScore]]] = { - StatsUtil.trackOptionItemsStats(fetchCandidatesStat) { - - getSimClustersANNService(query.simClustersANNQuery) match { - case Some(simClustersANNService) => - simClustersANNService.getTweetCandidates(query.simClustersANNQuery).map { - simClustersANNTweetCandidates => - val tweetWithScores = simClustersANNTweetCandidates.map { candidate => - TweetWithScore(candidate.tweetId, candidate.score) - } - Some(tweetWithScores) - } - case None => - throw InvalidSANNConfigException( - "No SANN Cluster configured to serve this query, check CandidateEmbeddingType and ModelVersion") - } - } - } -} - -object SimClustersANNSimilarityEngine { - case class Query( - simClustersANNQuery: SimClustersANNQuery, - simClustersANNConfigId: String) - - def toSimilarityEngineInfo( - query: EngineQuery[Query], - score: Double - ): SimilarityEngineInfo = { - SimilarityEngineInfo( - similarityEngineType = SimilarityEngineType.SimClustersANN, - modelId = Some( - s"SimClustersANN_${query.storeQuery.simClustersANNQuery.sourceEmbeddingId.embeddingType.toString}_" + - s"${query.storeQuery.simClustersANNQuery.sourceEmbeddingId.modelVersion.toString}_" + - s"${query.storeQuery.simClustersANNConfigId}"), - score = Some(score) - ) - } - - def fromParams( - internalId: InternalId, - embeddingType: EmbeddingType, - modelVersion: ModelVersion, - simClustersANNConfigId: String, - params: configapi.Params, - ): EngineQuery[Query] = { - - // SimClusters EmbeddingId and ANNConfig - val simClustersEmbeddingId = - SimClustersEmbeddingId(embeddingType, modelVersion, internalId) - val simClustersANNConfig = - SimClustersANNConfig - .getConfig(embeddingType.toString, modelVersion.toString, simClustersANNConfigId) - - EngineQuery( - Query( - SimClustersANNQuery( - sourceEmbeddingId = simClustersEmbeddingId, - config = simClustersANNConfig.toSANNConfigThrift - ), - simClustersANNConfigId - ), - params - ) - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/SimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/SimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..57ec295652c4088357703870dc2d4c531a02f246 GIT binary patch literal 39231 zcmagFV|Zm<)-D{gV%xTDRBYR}?Nn^rwrxA9*s7qCiml4o^*r7EcK3VE_x)M9GUpmM z#+Z9e?6no7LBUXgfPkQYa?&|8YLrS6Qh>}Mutn>#9ym4E7%pT$UY@48BUBd@!XW4q zvNN81@i!a!dVN~SwM9fPbak`Ui-Hm(Bv&O4@s>s)>f5t@u;$o- z84v4+xb=}kuY~ipf>JbIfMO|X;?$4{Mnj>L_$I-_>xvdQ3c5)gRFuxfDGq5YjwTh{ 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com.twitter.cr_mixer.similarity_engine - -import com.twitter.cr_mixer.param.decider.CrMixerDecider -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.GlobalRequestTimeoutException -import com.twitter.finagle.mux.ClientDiscardedRequestException -import com.twitter.finagle.memcached.Client -import com.twitter.finagle.mux.ServerApplicationError -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.util.StatsUtil -import com.twitter.hashing.KeyHasher -import com.twitter.hermit.store.common.ObservedMemcachedReadableStore -import com.twitter.relevance_platform.common.injection.LZ4Injection -import com.twitter.relevance_platform.common.injection.SeqObjectInjection -import com.twitter.storehaus.ReadableStore -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.Params -import com.twitter.util.Duration -import com.twitter.util.Future -import com.twitter.util.TimeoutException -import com.twitter.util.logging.Logging -import org.apache.thrift.TApplicationException - -/** - * A SimilarityEngine is a wrapper which, given a [[Query]], returns a list of [[Candidate]] - * The main purposes of a SimilarityEngine is to provide a consistent interface for candidate - * generation logic, and provides default functions, including: - * - Identification - * - Observability - * - Timeout settings - * - Exception Handling - * - Gating by Deciders & FeatureSwitch settings - * - (coming soon): Dark traffic - * - * Note: - * A SimilarityEngine by itself is NOT meant to be cacheable. - * Caching should be implemented in the underlying ReadableStore that provides the [[Candidate]]s - * - * Please keep extension of this class local this directory only - * - */ -trait SimilarityEngine[Query, Candidate] { - - /** - * Uniquely identifies a similarity engine. - * Avoid using the same engine type for more than one engine, it will cause stats to double count - */ - private[similarity_engine] def identifier: SimilarityEngineType - - def getCandidates(query: Query): Future[Option[Seq[Candidate]]] - -} - -object SimilarityEngine extends Logging { - case class SimilarityEngineConfig( - timeout: Duration, - gatingConfig: GatingConfig) - - /** - * Controls for whether or not this Engine is enabled. - * In our previous design, we were expecting a Sim Engine will only take one set of Params, - * and that’s why we decided to have GatingConfig and the EnableFeatureSwitch in the trait. - * However, we now have two candidate generation pipelines: Tweet Rec, Related Tweets - * and they are now having their own set of Params, but EnableFeatureSwitch can only put in 1 fixed value. - * We need some further refactor work to make it more flexible. - * - * @param deciderConfig Gate the Engine by a decider. If specified, - * @param enableFeatureSwitch. DO NOT USE IT FOR NOW. It needs some refactorting. Please set it to None (SD-20268) - */ - case class GatingConfig( - deciderConfig: Option[DeciderConfig], - enableFeatureSwitch: Option[ - FSParam[Boolean] - ]) // Do NOT use the enableFeatureSwitch. It needs some refactoring. - - case class DeciderConfig( - decider: CrMixerDecider, - deciderString: String) - - case class MemCacheConfig[K]( - cacheClient: Client, - ttl: Duration, - asyncUpdate: Boolean = false, - keyToString: K => String) - - private[similarity_engine] def isEnabled( - params: Params, - gatingConfig: GatingConfig - ): Boolean = { - val enabledByDecider = - gatingConfig.deciderConfig.forall { config => - config.decider.isAvailable(config.deciderString) - } - - val enabledByFS = gatingConfig.enableFeatureSwitch.forall(params.apply) - - enabledByDecider && enabledByFS - } - - // Default key hasher for memcache keys - val keyHasher: KeyHasher = KeyHasher.FNV1A_64 - - /** - * Add a MemCache wrapper to a ReadableStore with a preset key and value injection functions - * Note: The [[Query]] object needs to be cacheable, - * i.e. it cannot be a runtime objects or complex objects, for example, configapi.Params - * - * @param underlyingStore un-cached store implementation - * @param keyPrefix a prefix differentiates 2 stores if they share the same key space. - * e.x. 2 implementations of ReadableStore[UserId, Seq[Candidiate] ] - * can use prefix "store_v1", "store_v2" - * @return A ReadableStore with a MemCache wrapper - */ - private[similarity_engine] def addMemCache[Query, Candidate <: Serializable]( - underlyingStore: ReadableStore[Query, Seq[Candidate]], - memCacheConfig: MemCacheConfig[Query], - keyPrefix: Option[String] = None, - statsReceiver: StatsReceiver - ): ReadableStore[Query, Seq[Candidate]] = { - val prefix = keyPrefix.getOrElse("") - - ObservedMemcachedReadableStore.fromCacheClient[Query, Seq[Candidate]]( - backingStore = underlyingStore, - cacheClient = memCacheConfig.cacheClient, - ttl = memCacheConfig.ttl, - asyncUpdate = memCacheConfig.asyncUpdate, - )( - valueInjection = LZ4Injection.compose(SeqObjectInjection[Candidate]()), - keyToString = { k: Query => s"CRMixer:$prefix${memCacheConfig.keyToString(k)}" }, - statsReceiver = statsReceiver - ) - } - - private val timer = com.twitter.finagle.util.DefaultTimer - - /** - * Applies runtime configs, like stats, timeouts, exception handling, onto fn - */ - private[similarity_engine] def getFromFn[Query, Candidate]( - fn: Query => Future[Option[Seq[Candidate]]], - storeQuery: Query, - engineConfig: SimilarityEngineConfig, - params: Params, - scopedStats: StatsReceiver - ): Future[Option[Seq[Candidate]]] = { - if (isEnabled(params, engineConfig.gatingConfig)) { - scopedStats.counter("gate_enabled").incr() - - StatsUtil - .trackOptionItemsStats(scopedStats) { - fn.apply(storeQuery).raiseWithin(engineConfig.timeout)(timer) - } - .rescue { - case _: TimeoutException | _: GlobalRequestTimeoutException | _: TApplicationException | - _: ClientDiscardedRequestException | - _: ServerApplicationError // TApplicationException inside - => - debug("Failed to fetch. request aborted or timed out") - Future.None - case e => - error("Failed to fetch. request aborted or timed out", e) - Future.None - } - } else { - scopedStats.counter("gate_disabled").incr() - Future.None - } - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/SimilaritySourceOrderingUtil.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/SimilaritySourceOrderingUtil.docx new file mode 100644 index 0000000000000000000000000000000000000000..018bf6ee34a3bdb60a32bd5f1f462df3d510db5b GIT binary patch literal 37149 zcmagEb9`OR+CLoIZj8pZjV6t4G;Fwo#>tKwTa9howwuOQgT^*~yEo3c&v~Bbeg9ee zvuEb|;=0zJnYH#P$wES5fq{X+fn|K-)~Zk`h)o0s0~>__1H%Nh>WTyGzL?p4F;sK6 zH*?Zwa&KIga ztrQHy6q}xM=S{p)E7%j5l^x*}QwgJduWPDOAOI;1LZnmebR!d^|~aF}|B z{`2mrlFQ4uk1P3uxUXd9%OVq%Muv47LaQIow@{;Vb*ZmL^>O`9H7*nMb&eM54z(*i z1t@NVhyb)7KW)32T*oxo4`FIcBCb_+)-kMtex3lV1F5QK4j?l%-|YCak5)A3Key{> zN2z&R9tKF`d)$emq#t$r(^A)w=_kOXvb9H7cm>||-QCd^M86k$SPU_^o1Kxj9ar}q zM*YgEE?lG1CK{bI!p_V6=5Q!Z?tPOTsJp}~q2S#vVJJxBC(`eEe}VF}_X&C#?;gpo 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keepGivenOrder( - candidates: Seq[Seq[TweetWithCandidateGenerationInfo]], - ): Seq[TweetWithCandidateGenerationInfo] = { - - val seen = mutable.Set[TweetId]() - val combinedCandidates = candidates.flatten - val result = ArrayBuffer[TweetWithCandidateGenerationInfo]() - - combinedCandidates.foreach { candidate => - val candidateTweetId = candidate.tweetId - val seenCandidate = seen.contains(candidateTweetId) // de-dup - if (!seenCandidate) { - result += candidate - seen.add(candidate.tweetId) - } - } - //convert result to immutable seq - result.toList - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/SkitHighPrecisionTopicTweetSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/SkitHighPrecisionTopicTweetSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..f7fcdb592c5f68a7ccb06ee95b0ec8c35fef736c GIT binary patch literal 38178 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com.google.inject.name.Named -import com.twitter.contentrecommender.thriftscala.AlgorithmType -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.model.TopicTweetWithScore -import com.twitter.cr_mixer.param.TopicTweetParams -import com.twitter.cr_mixer.similarity_engine.SkitTopicTweetSimilarityEngine._ -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.util.StatsUtil -import com.twitter.simclusters_v2.thriftscala.EmbeddingType -import com.twitter.simclusters_v2.thriftscala.TopicId -import com.twitter.storehaus.ReadableStore -import com.twitter.timelines.configapi -import com.twitter.topic_recos.thriftscala.TopicTweet -import com.twitter.topic_recos.thriftscala.TopicTweetPartitionFlatKey -import com.twitter.util.Future - -@Singleton -case class SkitHighPrecisionTopicTweetSimilarityEngine @Inject() ( - @Named(ModuleNames.SkitStratoStoreName) skitStratoStore: ReadableStore[ - TopicTweetPartitionFlatKey, - Seq[TopicTweet] - ], - statsReceiver: StatsReceiver) - extends ReadableStore[EngineQuery[Query], Seq[TopicTweetWithScore]] { - - private val name: String = this.getClass.getSimpleName - private val stats = statsReceiver.scope(name) - - override def get(query: EngineQuery[Query]): Future[Option[Seq[TopicTweetWithScore]]] = { - StatsUtil.trackOptionItemsStats(stats) { - fetch(query).map { tweets => - val topTweets = - tweets - .sortBy(-_.favCount) - .take(query.storeQuery.maxCandidates) - .map { tweet => - TopicTweetWithScore( - tweetId = tweet.tweetId, - score = tweet.favCount, - similarityEngineType = SimilarityEngineType.SkitHighPrecisionTopicTweet - ) - } - Some(topTweets) - } - } - } - - private def fetch(query: EngineQuery[Query]): Future[Seq[SkitTopicTweet]] = { - val latestTweetTimeInHour = System.currentTimeMillis() / 1000 / 60 / 60 - - val earliestTweetTimeInHour = latestTweetTimeInHour - - math.min(MaxTweetAgeInHours, query.storeQuery.maxTweetAge.inHours) - val timedKeys = for (timePartition <- earliestTweetTimeInHour to latestTweetTimeInHour) yield { - - TopicTweetPartitionFlatKey( - entityId = query.storeQuery.topicId.entityId, - timePartition = timePartition, - algorithmType = Some(AlgorithmType.SemanticCoreTweet), - tweetEmbeddingType = Some(EmbeddingType.LogFavBasedTweet), - language = query.storeQuery.topicId.language.getOrElse("").toLowerCase, - country = None, // Disable country. It is not used. - semanticCoreAnnotationVersionId = Some(query.storeQuery.semanticCoreVersionId) - ) - } - - getTweetsForKeys( - timedKeys, - query.storeQuery.topicId - ) - } - - /** - * Given a set of keys, multiget the underlying Strato store, combine and flatten the results. - */ - private def getTweetsForKeys( - keys: Seq[TopicTweetPartitionFlatKey], - sourceTopic: TopicId - ): Future[Seq[SkitTopicTweet]] = { - Future - .collect { skitStratoStore.multiGet(keys.toSet).values.toSeq } - .map { combinedResults => - val topTweets = combinedResults.flatten.flatten - topTweets.map { tweet => - SkitTopicTweet( - tweetId = tweet.tweetId, - favCount = tweet.scores.favCount.getOrElse(0L), - cosineSimilarityScore = tweet.scores.cosineSimilarity.getOrElse(0.0), - sourceTopic = sourceTopic - ) - } - } - } -} - -object SkitHighPrecisionTopicTweetSimilarityEngine { - - def fromParams( - topicId: TopicId, - isVideoOnly: Boolean, - params: configapi.Params, - ): EngineQuery[Query] = { - val maxCandidates = if (isVideoOnly) { - params(TopicTweetParams.MaxSkitHighPrecisionCandidatesParam) * 2 - } else { - params(TopicTweetParams.MaxSkitHighPrecisionCandidatesParam) - } - - EngineQuery( - Query( - topicId = topicId, - maxCandidates = maxCandidates, - maxTweetAge = params(TopicTweetParams.MaxTweetAge), - semanticCoreVersionId = params(TopicTweetParams.SemanticCoreVersionIdParam) - ), - params - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/SkitTopicTweetSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/SkitTopicTweetSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..f69bfdad851c38c98363a491ac7ac8e9d3ee5c8a GIT binary patch literal 38409 zcmagFWmp_t)-H^@dvJGmcL)S`cPBvO?h@SH-QC^YLvXhsf#B|^^E@;2&dhtx_x&j@ zcGbFNt?JsVcJEe{0f)c<0Re#l$xh?atX3|LPX+}6nScTTK?jcNhym=J&Fq{FR6Xp? zob(voZEc#9WGP->FH%@6q16MdKYdMFrJ%p9Z1BJNH0t66D$lv)wN}L 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a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/SkitTopicTweetSimilarityEngine.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/SkitTopicTweetSimilarityEngine.scala deleted file mode 100644 index 44bb4b319..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/SkitTopicTweetSimilarityEngine.scala +++ /dev/null @@ -1,143 +0,0 @@ -package com.twitter.cr_mixer.similarity_engine - -import com.google.inject.Inject -import com.google.inject.Singleton -import com.google.inject.name.Named -import com.twitter.contentrecommender.thriftscala.AlgorithmType -import com.twitter.conversions.DurationOps._ -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.model.TopicTweetWithScore -import com.twitter.cr_mixer.param.TopicTweetParams -import com.twitter.cr_mixer.similarity_engine.SkitTopicTweetSimilarityEngine._ -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.util.StatsUtil -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.simclusters_v2.thriftscala.EmbeddingType -import com.twitter.simclusters_v2.thriftscala.ModelVersion -import com.twitter.simclusters_v2.thriftscala.TopicId -import com.twitter.storehaus.ReadableStore -import com.twitter.timelines.configapi -import com.twitter.topic_recos.thriftscala.TopicTweet -import com.twitter.topic_recos.thriftscala.TopicTweetPartitionFlatKey -import com.twitter.util.Duration -import com.twitter.util.Future - -@Singleton -case class SkitTopicTweetSimilarityEngine @Inject() ( - @Named(ModuleNames.SkitStratoStoreName) skitStratoStore: ReadableStore[ - TopicTweetPartitionFlatKey, - Seq[TopicTweet] - ], - statsReceiver: StatsReceiver) - extends ReadableStore[EngineQuery[Query], Seq[TopicTweetWithScore]] { - - private val name: String = this.getClass.getSimpleName - private val stats = statsReceiver.scope(name) - - override def get(query: EngineQuery[Query]): Future[Option[Seq[TopicTweetWithScore]]] = { - StatsUtil.trackOptionItemsStats(stats) { - fetch(query).map { tweets => - val topTweets = - tweets - .sortBy(-_.cosineSimilarityScore) - .take(query.storeQuery.maxCandidates) - .map { tweet => - TopicTweetWithScore( - tweetId = tweet.tweetId, - score = tweet.cosineSimilarityScore, - similarityEngineType = SimilarityEngineType.SkitTfgTopicTweet - ) - } - Some(topTweets) - } - } - } - - private def fetch(query: EngineQuery[Query]): Future[Seq[SkitTopicTweet]] = { - val latestTweetTimeInHour = System.currentTimeMillis() / 1000 / 60 / 60 - - val earliestTweetTimeInHour = latestTweetTimeInHour - - math.min(MaxTweetAgeInHours, query.storeQuery.maxTweetAge.inHours) - val timedKeys = for (timePartition <- earliestTweetTimeInHour to latestTweetTimeInHour) yield { - - TopicTweetPartitionFlatKey( - entityId = query.storeQuery.topicId.entityId, - timePartition = timePartition, - algorithmType = Some(AlgorithmType.TfgTweet), - tweetEmbeddingType = Some(EmbeddingType.LogFavBasedTweet), - language = query.storeQuery.topicId.language.getOrElse("").toLowerCase, - country = None, // Disable country. It is not used. - semanticCoreAnnotationVersionId = Some(query.storeQuery.semanticCoreVersionId), - simclustersModelVersion = Some(ModelVersion.Model20m145k2020) - ) - } - - getTweetsForKeys( - timedKeys, - query.storeQuery.topicId - ) - } - - /** - * Given a set of keys, multiget the underlying Strato store, combine and flatten the results. - */ - private def getTweetsForKeys( - keys: Seq[TopicTweetPartitionFlatKey], - sourceTopic: TopicId - ): Future[Seq[SkitTopicTweet]] = { - Future - .collect { skitStratoStore.multiGet(keys.toSet).values.toSeq } - .map { combinedResults => - val topTweets = combinedResults.flatten.flatten - topTweets.map { tweet => - SkitTopicTweet( - tweetId = tweet.tweetId, - favCount = tweet.scores.favCount.getOrElse(0L), - cosineSimilarityScore = tweet.scores.cosineSimilarity.getOrElse(0.0), - sourceTopic = sourceTopic - ) - } - } - } -} - -object SkitTopicTweetSimilarityEngine { - - val MaxTweetAgeInHours: Int = 7.days.inHours // Simple guard to prevent overloading - - // Query is used as a cache key. Do not add any user level information in this. - case class Query( - topicId: TopicId, - maxCandidates: Int, - maxTweetAge: Duration, - semanticCoreVersionId: Long) - - case class SkitTopicTweet( - sourceTopic: TopicId, - tweetId: TweetId, - favCount: Long, - cosineSimilarityScore: Double) - - def fromParams( - topicId: TopicId, - isVideoOnly: Boolean, - params: configapi.Params, - ): EngineQuery[Query] = { - val maxCandidates = if (isVideoOnly) { - params(TopicTweetParams.MaxSkitTfgCandidatesParam) * 2 - } else { - params(TopicTweetParams.MaxSkitTfgCandidatesParam) - } - - EngineQuery( - Query( - topicId = topicId, - maxCandidates = maxCandidates, - maxTweetAge = params(TopicTweetParams.MaxTweetAge), - semanticCoreVersionId = params(TopicTweetParams.SemanticCoreVersionIdParam) - ), - params - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/StandardSimilarityEngine.docx 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TweetIds. - * consumer based UserIds are generally not possible to cache. - * @tparam Query ReadableStore's input type - * @tparam Candidate ReadableStore's return type is Seq[[[Candidate]]] - */ -class StandardSimilarityEngine[Query, Candidate <: Serializable]( - implementingStore: ReadableStore[Query, Seq[Candidate]], - override val identifier: SimilarityEngineType, - globalStats: StatsReceiver, - engineConfig: SimilarityEngineConfig, - memCacheConfig: Option[MemCacheConfig[Query]] = None) - extends SimilarityEngine[EngineQuery[Query], Candidate] { - - private val scopedStats = globalStats.scope("similarityEngine", identifier.toString) - - def getScopedStats: StatsReceiver = scopedStats - - // Add memcache wrapper, if specified - private val store = { - memCacheConfig match { - case Some(config) => - SimilarityEngine.addMemCache( - underlyingStore = implementingStore, - memCacheConfig = config, - statsReceiver = scopedStats - ) - case _ => implementingStore - } - } - - override def getCandidates( - engineQuery: EngineQuery[Query] - ): Future[Option[Seq[Candidate]]] = { - SimilarityEngine.getFromFn( - store.get, - engineQuery.storeQuery, - engineConfig, - engineQuery.params, - scopedStats - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedQigSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedQigSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..dbf43e025d0d24f9b367a03ed23e0b846eaf1cc6 GIT binary patch literal 37999 zcmagFWmp_rw=RmidvJGmcL)S`m!Lr#cb5RcJvan+*T&r?xVr>`yPwWlpYDCmy?=^_ zSv6i6qq^pp)w7l5Afd3pz`)?ZvcB_ZSE?4qCxe55jlzI|VS+~WBmnj<=JqZ|>Yfhf z&IZgLcD9Yl3QDV@XkX7?u~S%tNxdadvCDQGXdM{i@g=J>Zh3WGt=&UiC61{I(?d`^&})u4Gc21^2s5Kee&0TFrQiQ>`TRy$u7$563q?3)U;&! ze3;?}XWgyo<2S+xJr~c_4NBI21dE}mjMc;-84QI}6&i&Oug;(0$!n)@P**)3rrBlq zvOlWq_B!tGPW~tnAeH^P#7wQ3Ws`x>7RdWO!uUc%`m1q6LcepZ+XO?slck1Z-D*!E 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are passing in a dummy userId until we fix this on QigRanker side - val clientContext = ClientContext(userId = Some(0L)) - val productContext = ProductContext.TwistlySimilarTweetsProductContext( - TwistlySimilarTweetsProductContext(tweetId = tweetId)) - - QigRankerRequest( - clientContext = clientContext, - product = Product.TwistlySimilarTweets, - productContext = Some(productContext), - ) - } - - private def getCandidatesFromQigResponse( - qigSimilarTweetsResponse: QigRankerResponse - ): Option[Seq[TweetWithScore]] = { - qigSimilarTweetsResponse.productResponse match { - case QigRankerProductResponse - .TwistlySimilarTweetCandidatesResponse(response) => - val tweetsWithScore = response.similarTweets - .map { similarTweetResult => - TweetWithScore( - similarTweetResult.tweetResult.tweetId, - similarTweetResult.tweetResult.score.getOrElse(0L)) - } - Some(tweetsWithScore) - - case _ => None - } - } -} - -object TweetBasedQigSimilarityEngine { - - def toSimilarityEngineInfo(score: Double): SimilarityEngineInfo = { - SimilarityEngineInfo( - similarityEngineType = SimilarityEngineType.Qig, - modelId = None, - score = Some(score)) - } - - case class Query(sourceId: InternalId) - - def fromParams( - sourceId: InternalId, - params: configapi.Params, - ): EngineQuery[Query] = { - EngineQuery( - Query(sourceId = sourceId), - params - ) - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedUnifiedSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedUnifiedSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..7488b81689a853111d83d7395ed0643226b0889e GIT binary patch literal 42336 zcmagE1C(S<(>2<*ZQJIwJ#E{zZB5(Lwr$(fwr$()zCF+T>HYru-@9t9tg6V2*gJOS zIhm)TUg@mn#eSTgfFzUGgR}5fQ!BIH}dE%P1p}a;s_;{#P@LL2f=DuGQ2RS*Z>*! zYWlf!k%F%Tb2I`H)m{Li$tz=2knsNmLn!c!f`(S-&#>oq5Zfs!oDP%kQJWo%%DH@u 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literal 0 HcmV?d00001 diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedUnifiedSimilarityEngine.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedUnifiedSimilarityEngine.scala deleted file mode 100644 index 6b84e2f67..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedUnifiedSimilarityEngine.scala +++ /dev/null @@ -1,962 +0,0 @@ -package com.twitter.cr_mixer.similarity_engine - -import com.twitter.cr_mixer.model.CandidateGenerationInfo -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.model.SimilarityEngineInfo -import com.twitter.cr_mixer.model.SourceInfo -import com.twitter.cr_mixer.model.TweetWithCandidateGenerationInfo -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.cr_mixer.param.GlobalParams -import com.twitter.cr_mixer.param.RelatedTweetTweetBasedParams -import com.twitter.cr_mixer.param.RelatedVideoTweetTweetBasedParams -import com.twitter.cr_mixer.param.SimClustersANNParams -import com.twitter.cr_mixer.param.TweetBasedCandidateGenerationParams -import com.twitter.cr_mixer.param.TweetBasedTwHINParams -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.cr_mixer.thriftscala.SourceType -import com.twitter.cr_mixer.util.InterleaveUtil -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.util.StatsUtil -import com.twitter.simclusters_v2.common.ModelVersions -import com.twitter.simclusters_v2.thriftscala.EmbeddingType -import com.twitter.simclusters_v2.thriftscala.InternalId -import com.twitter.snowflake.id.SnowflakeId -import com.twitter.storehaus.ReadableStore -import com.twitter.timelines.configapi -import com.twitter.util.Duration -import com.twitter.util.Future -import com.twitter.util.Time -import javax.inject.Named -import javax.inject.Singleton -import scala.collection.mutable.ArrayBuffer - -/** - * This store fetches similar tweets from multiple tweet based candidate sources - * and combines them using different methods obtained from query params - */ -@Singleton -case class TweetBasedUnifiedSimilarityEngine( - @Named(ModuleNames.TweetBasedUserTweetGraphSimilarityEngine) - tweetBasedUserTweetGraphSimilarityEngine: StandardSimilarityEngine[ - TweetBasedUserTweetGraphSimilarityEngine.Query, - TweetWithScore - ], - @Named(ModuleNames.TweetBasedUserVideoGraphSimilarityEngine) - tweetBasedUserVideoGraphSimilarityEngine: StandardSimilarityEngine[ - TweetBasedUserVideoGraphSimilarityEngine.Query, - TweetWithScore - ], - simClustersANNSimilarityEngine: StandardSimilarityEngine[ - SimClustersANNSimilarityEngine.Query, - TweetWithScore - ], - @Named(ModuleNames.TweetBasedQigSimilarityEngine) - tweetBasedQigSimilarTweetsSimilarityEngine: StandardSimilarityEngine[ - TweetBasedQigSimilarityEngine.Query, - TweetWithScore - ], - @Named(ModuleNames.TweetBasedTwHINANNSimilarityEngine) - tweetBasedTwHINANNSimilarityEngine: HnswANNSimilarityEngine, - statsReceiver: StatsReceiver) - extends ReadableStore[ - TweetBasedUnifiedSimilarityEngine.Query, - Seq[TweetWithCandidateGenerationInfo] - ] { - - import TweetBasedUnifiedSimilarityEngine._ - private val stats = statsReceiver.scope(this.getClass.getSimpleName) - private val fetchCandidatesStat = stats.scope("fetchCandidates") - - override def get( - query: Query - ): Future[Option[Seq[TweetWithCandidateGenerationInfo]]] = { - - query.sourceInfo.internalId match { - case _: InternalId.TweetId => - StatsUtil.trackOptionItemsStats(fetchCandidatesStat) { - val twhinQuery = - HnswANNEngineQuery( - sourceId = query.sourceInfo.internalId, - modelId = query.twhinModelId, - params = query.params) - val utgCandidatesFut = - if (query.enableUtg) - tweetBasedUserTweetGraphSimilarityEngine.getCandidates(query.utgQuery) - else Future.None - - val uvgCandidatesFut = - if (query.enableUvg) - tweetBasedUserVideoGraphSimilarityEngine.getCandidates(query.uvgQuery) - else Future.None - - val sannCandidatesFut = if (query.enableSimClustersANN) { - simClustersANNSimilarityEngine.getCandidates(query.simClustersANNQuery) - } else Future.None - - val sann1CandidatesFut = - if (query.enableSimClustersANN1) { - simClustersANNSimilarityEngine.getCandidates(query.simClustersANN1Query) - } else Future.None - - val sann2CandidatesFut = - if (query.enableSimClustersANN2) { - simClustersANNSimilarityEngine.getCandidates(query.simClustersANN2Query) - } else Future.None - - val sann3CandidatesFut = - if (query.enableSimClustersANN3) { - simClustersANNSimilarityEngine.getCandidates(query.simClustersANN3Query) - } else Future.None - - val sann5CandidatesFut = - if (query.enableSimClustersANN5) { - simClustersANNSimilarityEngine.getCandidates(query.simClustersANN5Query) - } else Future.None - - val sann4CandidatesFut = - if (query.enableSimClustersANN4) { - simClustersANNSimilarityEngine.getCandidates(query.simClustersANN4Query) - } else Future.None - - val experimentalSANNCandidatesFut = - if (query.enableExperimentalSimClustersANN) { - simClustersANNSimilarityEngine.getCandidates(query.experimentalSimClustersANNQuery) - } else Future.None - - val qigCandidatesFut = - if (query.enableQig) - tweetBasedQigSimilarTweetsSimilarityEngine.getCandidates(query.qigQuery) - else Future.None - - val twHINCandidateFut = if (query.enableTwHIN) { - tweetBasedTwHINANNSimilarityEngine.getCandidates(twhinQuery) - } else Future.None - - Future - .join( - utgCandidatesFut, - sannCandidatesFut, - sann1CandidatesFut, - sann2CandidatesFut, - sann3CandidatesFut, - sann5CandidatesFut, - sann4CandidatesFut, - experimentalSANNCandidatesFut, - qigCandidatesFut, - twHINCandidateFut, - uvgCandidatesFut - ).map { - case ( - userTweetGraphCandidates, - simClustersANNCandidates, - simClustersANN1Candidates, - simClustersANN2Candidates, - simClustersANN3Candidates, - simClustersANN5Candidates, - simClustersANN4Candidates, - experimentalSANNCandidates, - qigSimilarTweetsCandidates, - twhinCandidates, - userVideoGraphCandidates) => - val filteredUTGTweets = - userTweetGraphFilter(userTweetGraphCandidates.toSeq.flatten) - val filteredUVGTweets = - userVideoGraphFilter(userVideoGraphCandidates.toSeq.flatten) - val filteredSANNTweets = simClustersCandidateMinScoreFilter( - simClustersANNCandidates.toSeq.flatten, - query.simClustersMinScore, - query.simClustersANNQuery.storeQuery.simClustersANNConfigId) - - val filteredSANN1Tweets = simClustersCandidateMinScoreFilter( - simClustersANN1Candidates.toSeq.flatten, - query.simClustersMinScore, - query.simClustersANN1Query.storeQuery.simClustersANNConfigId) - - val filteredSANN2Tweets = simClustersCandidateMinScoreFilter( - simClustersANN2Candidates.toSeq.flatten, - query.simClustersMinScore, - query.simClustersANN2Query.storeQuery.simClustersANNConfigId) - - val filteredSANN3Tweets = simClustersCandidateMinScoreFilter( - simClustersANN3Candidates.toSeq.flatten, - query.simClustersMinScore, - query.simClustersANN3Query.storeQuery.simClustersANNConfigId) - - val filteredSANN4Tweets = simClustersCandidateMinScoreFilter( - simClustersANN4Candidates.toSeq.flatten, - query.simClustersMinScore, - query.simClustersANN4Query.storeQuery.simClustersANNConfigId) - - val filteredSANN5Tweets = simClustersCandidateMinScoreFilter( - simClustersANN5Candidates.toSeq.flatten, - query.simClustersMinScore, - query.simClustersANN5Query.storeQuery.simClustersANNConfigId) - - val filteredExperimentalSANNTweets = simClustersCandidateMinScoreFilter( - experimentalSANNCandidates.toSeq.flatten, - query.simClustersVideoBasedMinScore, - query.experimentalSimClustersANNQuery.storeQuery.simClustersANNConfigId) - - val filteredQigTweets = qigSimilarTweetsFilter( - qigSimilarTweetsCandidates.toSeq.flatten, - query.qigMaxTweetAgeHours, - query.qigMaxNumSimilarTweets - ) - - val filteredTwHINTweets = twhinFilter( - twhinCandidates.toSeq.flatten.sortBy(-_.score), - query.twhinMaxTweetAgeHours, - tweetBasedTwHINANNSimilarityEngine.getScopedStats - ) - val utgTweetsWithCGInfo = filteredUTGTweets.map { tweetWithScore => - val similarityEngineInfo = TweetBasedUserTweetGraphSimilarityEngine - .toSimilarityEngineInfo(tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - - val uvgTweetsWithCGInfo = filteredUVGTweets.map { tweetWithScore => - val similarityEngineInfo = TweetBasedUserVideoGraphSimilarityEngine - .toSimilarityEngineInfo(tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - val sannTweetsWithCGInfo = filteredSANNTweets.map { tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo(query.simClustersANNQuery, tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - val sann1TweetsWithCGInfo = filteredSANN1Tweets.map { tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo(query.simClustersANN1Query, tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - val sann2TweetsWithCGInfo = filteredSANN2Tweets.map { tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo(query.simClustersANN2Query, tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - val sann3TweetsWithCGInfo = filteredSANN3Tweets.map { tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo(query.simClustersANN3Query, tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - val sann4TweetsWithCGInfo = filteredSANN4Tweets.map { tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo(query.simClustersANN4Query, tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - val sann5TweetsWithCGInfo = filteredSANN5Tweets.map { tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo(query.simClustersANN5Query, tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - - val experimentalSANNTweetsWithCGInfo = filteredExperimentalSANNTweets.map { - tweetWithScore => - val similarityEngineInfo = SimClustersANNSimilarityEngine - .toSimilarityEngineInfo( - query.experimentalSimClustersANNQuery, - tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - val qigTweetsWithCGInfo = filteredQigTweets.map { tweetWithScore => - val similarityEngineInfo = TweetBasedQigSimilarityEngine - .toSimilarityEngineInfo(tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - - val twHINTweetsWithCGInfo = filteredTwHINTweets.map { tweetWithScore => - val similarityEngineInfo = tweetBasedTwHINANNSimilarityEngine - .toSimilarityEngineInfo(twhinQuery, tweetWithScore.score) - TweetWithCandidateGenerationInfo( - tweetWithScore.tweetId, - CandidateGenerationInfo( - Some(query.sourceInfo), - similarityEngineInfo, - Seq(similarityEngineInfo) - )) - } - - val candidateSourcesToBeInterleaved = - ArrayBuffer[Seq[TweetWithCandidateGenerationInfo]]( - sannTweetsWithCGInfo, - experimentalSANNTweetsWithCGInfo, - sann1TweetsWithCGInfo, - sann2TweetsWithCGInfo, - sann3TweetsWithCGInfo, - sann5TweetsWithCGInfo, - sann4TweetsWithCGInfo, - qigTweetsWithCGInfo, - uvgTweetsWithCGInfo, - utgTweetsWithCGInfo, - twHINTweetsWithCGInfo - ) - - val interleavedCandidates = - InterleaveUtil.interleave(candidateSourcesToBeInterleaved) - - val unifiedCandidatesWithUnifiedCGInfo = - interleavedCandidates.map { candidate => - /*** - * when a candidate was made by interleave/keepGivenOrder, - * then we apply getTweetBasedUnifiedCGInfo() to override with the unified CGInfo - * - * we'll not have ALL SEs that generated the tweet - * in contributingSE list for interleave. We only have the chosen SE available. - */ - TweetWithCandidateGenerationInfo( - tweetId = candidate.tweetId, - candidateGenerationInfo = getTweetBasedUnifiedCGInfo( - candidate.candidateGenerationInfo.sourceInfoOpt, - candidate.getSimilarityScore, - candidate.candidateGenerationInfo.contributingSimilarityEngines - ) // getSimilarityScore comes from either unifiedScore or single score - ) - } - stats - .stat("unified_candidate_size").add(unifiedCandidatesWithUnifiedCGInfo.size) - - val truncatedCandidates = - unifiedCandidatesWithUnifiedCGInfo.take(query.maxCandidateNumPerSourceKey) - stats.stat("truncatedCandidates_size").add(truncatedCandidates.size) - - Some(truncatedCandidates) - } - } - - case _ => - stats.counter("sourceId_is_not_tweetId_cnt").incr() - Future.None - } - } - - private def simClustersCandidateMinScoreFilter( - simClustersAnnCandidates: Seq[TweetWithScore], - simClustersMinScore: Double, - simClustersANNConfigId: String - ): Seq[TweetWithScore] = { - val filteredCandidates = simClustersAnnCandidates - .filter { candidate => - candidate.score > simClustersMinScore - } - - stats.stat(simClustersANNConfigId, "simClustersAnnCandidates_size").add(filteredCandidates.size) - stats.counter(simClustersANNConfigId, "simClustersAnnRequests").incr() - if (filteredCandidates.isEmpty) - stats.counter(simClustersANNConfigId, "emptyFilteredSimClustersAnnCandidates").incr() - - filteredCandidates.map { candidate => - TweetWithScore(candidate.tweetId, candidate.score) - } - } - - /** Returns a list of tweets that are generated less than `maxTweetAgeHours` hours ago */ - private def tweetAgeFilter( - candidates: Seq[TweetWithScore], - maxTweetAgeHours: Duration - ): Seq[TweetWithScore] = { - // Tweet IDs are approximately chronological (see http://go/snowflake), - // so we are building the earliest tweet id once - // The per-candidate logic here then be candidate.tweetId > earliestPermittedTweetId, which is far cheaper. - val earliestTweetId = SnowflakeId.firstIdFor(Time.now - maxTweetAgeHours) - candidates.filter { candidate => candidate.tweetId >= earliestTweetId } - } - - private def twhinFilter( - twhinCandidates: Seq[TweetWithScore], - twhinMaxTweetAgeHours: Duration, - simEngineStats: StatsReceiver - ): Seq[TweetWithScore] = { - simEngineStats.stat("twhinCandidates_size").add(twhinCandidates.size) - val candidates = twhinCandidates.map { candidate => - TweetWithScore(candidate.tweetId, candidate.score) - } - - val filteredCandidates = tweetAgeFilter(candidates, twhinMaxTweetAgeHours) - simEngineStats.stat("filteredTwhinCandidates_size").add(filteredCandidates.size) - if (filteredCandidates.isEmpty) simEngineStats.counter("emptyFilteredTwhinCandidates").incr() - - filteredCandidates - } - - /** A no-op filter as UTG filtering already happens on UTG service side */ - private def userTweetGraphFilter( - userTweetGraphCandidates: Seq[TweetWithScore] - ): Seq[TweetWithScore] = { - val filteredCandidates = userTweetGraphCandidates - - stats.stat("userTweetGraphCandidates_size").add(userTweetGraphCandidates.size) - if (filteredCandidates.isEmpty) stats.counter("emptyFilteredUserTweetGraphCandidates").incr() - - filteredCandidates.map { candidate => - TweetWithScore(candidate.tweetId, candidate.score) - } - } - - /** A no-op filter as UVG filtering already happens on UVG service side */ - private def userVideoGraphFilter( - userVideoGraphCandidates: Seq[TweetWithScore] - ): Seq[TweetWithScore] = { - val filteredCandidates = userVideoGraphCandidates - - stats.stat("userVideoGraphCandidates_size").add(userVideoGraphCandidates.size) - if (filteredCandidates.isEmpty) stats.counter("emptyFilteredUserVideoGraphCandidates").incr() - - filteredCandidates.map { candidate => - TweetWithScore(candidate.tweetId, candidate.score) - } - } - private def qigSimilarTweetsFilter( - qigSimilarTweetsCandidates: Seq[TweetWithScore], - qigMaxTweetAgeHours: Duration, - qigMaxNumSimilarTweets: Int - ): Seq[TweetWithScore] = { - val ageFilteredCandidates = tweetAgeFilter(qigSimilarTweetsCandidates, qigMaxTweetAgeHours) - stats.stat("ageFilteredQigSimilarTweetsCandidates_size").add(ageFilteredCandidates.size) - - val filteredCandidates = ageFilteredCandidates.take(qigMaxNumSimilarTweets) - if (filteredCandidates.isEmpty) stats.counter("emptyFilteredQigSimilarTweetsCandidates").incr() - - filteredCandidates - } - - /*** - * Every candidate will have the CG Info with TweetBasedUnifiedSimilarityEngine - * as they are generated by a composite of Similarity Engines. - * Additionally, we store the contributing SEs (eg., SANN, UTG). - */ - private def getTweetBasedUnifiedCGInfo( - sourceInfoOpt: Option[SourceInfo], - unifiedScore: Double, - contributingSimilarityEngines: Seq[SimilarityEngineInfo] - ): CandidateGenerationInfo = { - CandidateGenerationInfo( - sourceInfoOpt, - SimilarityEngineInfo( - similarityEngineType = SimilarityEngineType.TweetBasedUnifiedSimilarityEngine, - modelId = None, // We do not assign modelId for a unified similarity engine - score = Some(unifiedScore) - ), - contributingSimilarityEngines - ) - } -} - -object TweetBasedUnifiedSimilarityEngine { - - case class Query( - sourceInfo: SourceInfo, - maxCandidateNumPerSourceKey: Int, - enableSimClustersANN: Boolean, - simClustersANNQuery: EngineQuery[SimClustersANNSimilarityEngine.Query], - enableExperimentalSimClustersANN: Boolean, - experimentalSimClustersANNQuery: EngineQuery[SimClustersANNSimilarityEngine.Query], - enableSimClustersANN1: Boolean, - simClustersANN1Query: EngineQuery[SimClustersANNSimilarityEngine.Query], - enableSimClustersANN2: Boolean, - simClustersANN2Query: EngineQuery[SimClustersANNSimilarityEngine.Query], - enableSimClustersANN3: Boolean, - simClustersANN3Query: EngineQuery[SimClustersANNSimilarityEngine.Query], - enableSimClustersANN5: Boolean, - simClustersANN5Query: EngineQuery[SimClustersANNSimilarityEngine.Query], - enableSimClustersANN4: Boolean, - simClustersANN4Query: EngineQuery[SimClustersANNSimilarityEngine.Query], - simClustersMinScore: Double, - simClustersVideoBasedMinScore: Double, - twhinModelId: String, - enableTwHIN: Boolean, - twhinMaxTweetAgeHours: Duration, - qigMaxTweetAgeHours: Duration, - qigMaxNumSimilarTweets: Int, - enableUtg: Boolean, - utgQuery: EngineQuery[TweetBasedUserTweetGraphSimilarityEngine.Query], - enableUvg: Boolean, - uvgQuery: EngineQuery[TweetBasedUserVideoGraphSimilarityEngine.Query], - enableQig: Boolean, - qigQuery: EngineQuery[TweetBasedQigSimilarityEngine.Query], - params: configapi.Params) - - def fromParams( - sourceInfo: SourceInfo, - params: configapi.Params, - ): EngineQuery[Query] = { - // SimClusters - val enableSimClustersANN = - params(TweetBasedCandidateGenerationParams.EnableSimClustersANNParam) - - val simClustersModelVersion = - ModelVersions.Enum.enumToSimClustersModelVersionMap(params(GlobalParams.ModelVersionParam)) - val simClustersMinScore = params(TweetBasedCandidateGenerationParams.SimClustersMinScoreParam) - val simClustersVideoBasedMinScore = params( - TweetBasedCandidateGenerationParams.SimClustersVideoBasedMinScoreParam) - val simClustersANNConfigId = params(SimClustersANNParams.SimClustersANNConfigId) - // SimClusters - Experimental SANN Similarity Engine (Video based SE) - val enableExperimentalSimClustersANN = - params(TweetBasedCandidateGenerationParams.EnableExperimentalSimClustersANNParam) - - val experimentalSimClustersANNConfigId = params( - SimClustersANNParams.ExperimentalSimClustersANNConfigId) - // SimClusters - SANN cluster 1 Similarity Engine - val enableSimClustersANN1 = - params(TweetBasedCandidateGenerationParams.EnableSimClustersANN1Param) - - val simClustersANN1ConfigId = params(SimClustersANNParams.SimClustersANN1ConfigId) - // SimClusters - SANN cluster 2 Similarity Engine - val enableSimClustersANN2 = - params(TweetBasedCandidateGenerationParams.EnableSimClustersANN2Param) - val simClustersANN2ConfigId = params(SimClustersANNParams.SimClustersANN2ConfigId) - // SimClusters - SANN cluster 3 Similarity Engine - val enableSimClustersANN3 = - params(TweetBasedCandidateGenerationParams.EnableSimClustersANN3Param) - val simClustersANN3ConfigId = params(SimClustersANNParams.SimClustersANN3ConfigId) - // SimClusters - SANN cluster 5 Similarity Engine - val enableSimClustersANN5 = - params(TweetBasedCandidateGenerationParams.EnableSimClustersANN5Param) - val simClustersANN5ConfigId = params(SimClustersANNParams.SimClustersANN5ConfigId) - // SimClusters - SANN cluster 4 Similarity Engine - val enableSimClustersANN4 = - params(TweetBasedCandidateGenerationParams.EnableSimClustersANN4Param) - val simClustersANN4ConfigId = params(SimClustersANNParams.SimClustersANN4ConfigId) - // SimClusters ANN Queries for different SANN clusters - val simClustersANNQuery = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANNConfigId, - params - ) - val experimentalSimClustersANNQuery = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - experimentalSimClustersANNConfigId, - params - ) - val simClustersANN1Query = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN1ConfigId, - params - ) - val simClustersANN2Query = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN2ConfigId, - params - ) - val simClustersANN3Query = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN3ConfigId, - params - ) - val simClustersANN5Query = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN5ConfigId, - params - ) - val simClustersANN4Query = SimClustersANNSimilarityEngine.fromParams( - sourceInfo.internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN4ConfigId, - params - ) - // TweetBasedCandidateGeneration - val maxCandidateNumPerSourceKey = params(GlobalParams.MaxCandidateNumPerSourceKeyParam) - // TwHIN - val twhinModelId = params(TweetBasedTwHINParams.ModelIdParam) - val enableTwHIN = - params(TweetBasedCandidateGenerationParams.EnableTwHINParam) - - val twhinMaxTweetAgeHours = params(GlobalParams.MaxTweetAgeHoursParam) - - // QIG - val enableQig = - params(TweetBasedCandidateGenerationParams.EnableQigSimilarTweetsParam) - val qigMaxTweetAgeHours = params(GlobalParams.MaxTweetAgeHoursParam) - val qigMaxNumSimilarTweets = params( - TweetBasedCandidateGenerationParams.QigMaxNumSimilarTweetsParam) - - // UTG - val enableUtg = - params(TweetBasedCandidateGenerationParams.EnableUTGParam) - // UVG - val enableUvg = - params(TweetBasedCandidateGenerationParams.EnableUVGParam) - EngineQuery( - Query( - sourceInfo = sourceInfo, - maxCandidateNumPerSourceKey = maxCandidateNumPerSourceKey, - enableSimClustersANN = enableSimClustersANN, - simClustersANNQuery = simClustersANNQuery, - enableExperimentalSimClustersANN = enableExperimentalSimClustersANN, - experimentalSimClustersANNQuery = experimentalSimClustersANNQuery, - enableSimClustersANN1 = enableSimClustersANN1, - simClustersANN1Query = simClustersANN1Query, - enableSimClustersANN2 = enableSimClustersANN2, - simClustersANN2Query = simClustersANN2Query, - enableSimClustersANN3 = enableSimClustersANN3, - simClustersANN3Query = simClustersANN3Query, - enableSimClustersANN5 = enableSimClustersANN5, - simClustersANN5Query = simClustersANN5Query, - enableSimClustersANN4 = enableSimClustersANN4, - simClustersANN4Query = simClustersANN4Query, - simClustersMinScore = simClustersMinScore, - simClustersVideoBasedMinScore = simClustersVideoBasedMinScore, - twhinModelId = twhinModelId, - enableTwHIN = enableTwHIN, - twhinMaxTweetAgeHours = twhinMaxTweetAgeHours, - qigMaxTweetAgeHours = qigMaxTweetAgeHours, - qigMaxNumSimilarTweets = qigMaxNumSimilarTweets, - enableUtg = enableUtg, - utgQuery = TweetBasedUserTweetGraphSimilarityEngine - .fromParams(sourceInfo.internalId, params), - enableQig = enableQig, - qigQuery = TweetBasedQigSimilarityEngine.fromParams(sourceInfo.internalId, params), - enableUvg = enableUvg, - uvgQuery = - TweetBasedUserVideoGraphSimilarityEngine.fromParams(sourceInfo.internalId, params), - params = params - ), - params - ) - } - - def fromParamsForRelatedTweet( - internalId: InternalId, - params: configapi.Params, - ): EngineQuery[Query] = { - // SimClusters - val enableSimClustersANN = params(RelatedTweetTweetBasedParams.EnableSimClustersANNParam) - val simClustersModelVersion = - ModelVersions.Enum.enumToSimClustersModelVersionMap(params(GlobalParams.ModelVersionParam)) - val simClustersMinScore = params(RelatedTweetTweetBasedParams.SimClustersMinScoreParam) - val simClustersANNConfigId = params(SimClustersANNParams.SimClustersANNConfigId) - val enableExperimentalSimClustersANN = - params(RelatedTweetTweetBasedParams.EnableExperimentalSimClustersANNParam) - val experimentalSimClustersANNConfigId = params( - SimClustersANNParams.ExperimentalSimClustersANNConfigId) - // SimClusters - SANN cluster 1 Similarity Engine - val enableSimClustersANN1 = params(RelatedTweetTweetBasedParams.EnableSimClustersANN1Param) - val simClustersANN1ConfigId = params(SimClustersANNParams.SimClustersANN1ConfigId) - // SimClusters - SANN cluster 2 Similarity Engine - val enableSimClustersANN2 = params(RelatedTweetTweetBasedParams.EnableSimClustersANN2Param) - val simClustersANN2ConfigId = params(SimClustersANNParams.SimClustersANN2ConfigId) - // SimClusters - SANN cluster 3 Similarity Engine - val enableSimClustersANN3 = params(RelatedTweetTweetBasedParams.EnableSimClustersANN3Param) - val simClustersANN3ConfigId = params(SimClustersANNParams.SimClustersANN3ConfigId) - // SimClusters - SANN cluster 5 Similarity Engine - val enableSimClustersANN5 = params(RelatedTweetTweetBasedParams.EnableSimClustersANN5Param) - val simClustersANN5ConfigId = params(SimClustersANNParams.SimClustersANN5ConfigId) - // SimClusters - SANN cluster 4 Similarity Engine - val enableSimClustersANN4 = params(RelatedTweetTweetBasedParams.EnableSimClustersANN4Param) - val simClustersANN4ConfigId = params(SimClustersANNParams.SimClustersANN4ConfigId) - // SimClusters ANN Queries for different SANN clusters - val simClustersANNQuery = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANNConfigId, - params - ) - val experimentalSimClustersANNQuery = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - experimentalSimClustersANNConfigId, - params - ) - val simClustersANN1Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN1ConfigId, - params - ) - val simClustersANN2Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN2ConfigId, - params - ) - val simClustersANN3Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN3ConfigId, - params - ) - val simClustersANN5Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN5ConfigId, - params - ) - val simClustersANN4Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN4ConfigId, - params - ) - // TweetBasedCandidateGeneration - val maxCandidateNumPerSourceKey = params(GlobalParams.MaxCandidateNumPerSourceKeyParam) - // TwHIN - val twhinModelId = params(TweetBasedTwHINParams.ModelIdParam) - val enableTwHIN = params(RelatedTweetTweetBasedParams.EnableTwHINParam) - val twhinMaxTweetAgeHours = params(GlobalParams.MaxTweetAgeHoursParam) - // QIG - val enableQig = params(RelatedTweetTweetBasedParams.EnableQigSimilarTweetsParam) - val qigMaxTweetAgeHours = params(GlobalParams.MaxTweetAgeHoursParam) - val qigMaxNumSimilarTweets = params( - TweetBasedCandidateGenerationParams.QigMaxNumSimilarTweetsParam) - // UTG - val enableUtg = params(RelatedTweetTweetBasedParams.EnableUTGParam) - // UVG - val enableUvg = params(RelatedTweetTweetBasedParams.EnableUVGParam) - // SourceType.RequestTweetId is a placeholder. - val sourceInfo = SourceInfo(SourceType.RequestTweetId, internalId, None) - - EngineQuery( - Query( - sourceInfo = sourceInfo, - maxCandidateNumPerSourceKey = maxCandidateNumPerSourceKey, - enableSimClustersANN = enableSimClustersANN, - simClustersMinScore = simClustersMinScore, - simClustersVideoBasedMinScore = simClustersMinScore, - simClustersANNQuery = simClustersANNQuery, - enableExperimentalSimClustersANN = enableExperimentalSimClustersANN, - experimentalSimClustersANNQuery = experimentalSimClustersANNQuery, - enableSimClustersANN1 = enableSimClustersANN1, - simClustersANN1Query = simClustersANN1Query, - enableSimClustersANN2 = enableSimClustersANN2, - simClustersANN2Query = simClustersANN2Query, - enableSimClustersANN3 = enableSimClustersANN3, - simClustersANN3Query = simClustersANN3Query, - enableSimClustersANN5 = enableSimClustersANN5, - simClustersANN5Query = simClustersANN5Query, - enableSimClustersANN4 = enableSimClustersANN4, - simClustersANN4Query = simClustersANN4Query, - twhinModelId = twhinModelId, - enableTwHIN = enableTwHIN, - twhinMaxTweetAgeHours = twhinMaxTweetAgeHours, - qigMaxTweetAgeHours = qigMaxTweetAgeHours, - qigMaxNumSimilarTweets = qigMaxNumSimilarTweets, - enableUtg = enableUtg, - utgQuery = TweetBasedUserTweetGraphSimilarityEngine - .fromParams(sourceInfo.internalId, params), - enableQig = enableQig, - qigQuery = TweetBasedQigSimilarityEngine.fromParams(sourceInfo.internalId, params), - enableUvg = enableUvg, - uvgQuery = - TweetBasedUserVideoGraphSimilarityEngine.fromParams(sourceInfo.internalId, params), - params = params, - ), - params - ) - } - def fromParamsForRelatedVideoTweet( - internalId: InternalId, - params: configapi.Params, - ): EngineQuery[Query] = { - // SimClusters - val enableSimClustersANN = params(RelatedVideoTweetTweetBasedParams.EnableSimClustersANNParam) - val simClustersModelVersion = - ModelVersions.Enum.enumToSimClustersModelVersionMap(params(GlobalParams.ModelVersionParam)) - val simClustersMinScore = params(RelatedVideoTweetTweetBasedParams.SimClustersMinScoreParam) - val simClustersANNConfigId = params(SimClustersANNParams.SimClustersANNConfigId) - val enableExperimentalSimClustersANN = params( - RelatedVideoTweetTweetBasedParams.EnableExperimentalSimClustersANNParam) - val experimentalSimClustersANNConfigId = params( - SimClustersANNParams.ExperimentalSimClustersANNConfigId) - // SimClusters - SANN cluster 1 Similarity Engine - val enableSimClustersANN1 = params(RelatedVideoTweetTweetBasedParams.EnableSimClustersANN1Param) - val simClustersANN1ConfigId = params(SimClustersANNParams.SimClustersANN1ConfigId) - // SimClusters - SANN cluster 2 Similarity Engine - val enableSimClustersANN2 = params(RelatedVideoTweetTweetBasedParams.EnableSimClustersANN2Param) - val simClustersANN2ConfigId = params(SimClustersANNParams.SimClustersANN2ConfigId) - // SimClusters - SANN cluster 3 Similarity Engine - val enableSimClustersANN3 = params(RelatedVideoTweetTweetBasedParams.EnableSimClustersANN3Param) - val simClustersANN3ConfigId = params(SimClustersANNParams.SimClustersANN3ConfigId) - // SimClusters - SANN cluster 5 Similarity Engine - val enableSimClustersANN5 = params(RelatedVideoTweetTweetBasedParams.EnableSimClustersANN5Param) - val simClustersANN5ConfigId = params(SimClustersANNParams.SimClustersANN5ConfigId) - - // SimClusters - SANN cluster 4 Similarity Engine - val enableSimClustersANN4 = params(RelatedVideoTweetTweetBasedParams.EnableSimClustersANN4Param) - val simClustersANN4ConfigId = params(SimClustersANNParams.SimClustersANN4ConfigId) - // SimClusters ANN Queries for different SANN clusters - val simClustersANNQuery = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANNConfigId, - params - ) - val experimentalSimClustersANNQuery = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - experimentalSimClustersANNConfigId, - params - ) - val simClustersANN1Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN1ConfigId, - params - ) - val simClustersANN2Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN2ConfigId, - params - ) - val simClustersANN3Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN3ConfigId, - params - ) - val simClustersANN5Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN5ConfigId, - params - ) - - val simClustersANN4Query = SimClustersANNSimilarityEngine.fromParams( - internalId, - EmbeddingType.LogFavLongestL2EmbeddingTweet, - simClustersModelVersion, - simClustersANN4ConfigId, - params - ) - // TweetBasedCandidateGeneration - val maxCandidateNumPerSourceKey = params(GlobalParams.MaxCandidateNumPerSourceKeyParam) - // TwHIN - val twhinModelId = params(TweetBasedTwHINParams.ModelIdParam) - val enableTwHIN = params(RelatedVideoTweetTweetBasedParams.EnableTwHINParam) - val twhinMaxTweetAgeHours = params(GlobalParams.MaxTweetAgeHoursParam) - // QIG - val enableQig = params(RelatedVideoTweetTweetBasedParams.EnableQigSimilarTweetsParam) - val qigMaxTweetAgeHours = params(GlobalParams.MaxTweetAgeHoursParam) - val qigMaxNumSimilarTweets = params( - TweetBasedCandidateGenerationParams.QigMaxNumSimilarTweetsParam) - // UTG - val enableUtg = params(RelatedVideoTweetTweetBasedParams.EnableUTGParam) - - // SourceType.RequestTweetId is a placeholder. - val sourceInfo = SourceInfo(SourceType.RequestTweetId, internalId, None) - - val enableUvg = params(RelatedVideoTweetTweetBasedParams.EnableUVGParam) - EngineQuery( - Query( - sourceInfo = sourceInfo, - maxCandidateNumPerSourceKey = maxCandidateNumPerSourceKey, - enableSimClustersANN = enableSimClustersANN, - simClustersMinScore = simClustersMinScore, - simClustersVideoBasedMinScore = simClustersMinScore, - simClustersANNQuery = simClustersANNQuery, - enableExperimentalSimClustersANN = enableExperimentalSimClustersANN, - experimentalSimClustersANNQuery = experimentalSimClustersANNQuery, - enableSimClustersANN1 = enableSimClustersANN1, - simClustersANN1Query = simClustersANN1Query, - enableSimClustersANN2 = enableSimClustersANN2, - simClustersANN2Query = simClustersANN2Query, - enableSimClustersANN3 = enableSimClustersANN3, - simClustersANN3Query = simClustersANN3Query, - enableSimClustersANN5 = enableSimClustersANN5, - simClustersANN5Query = simClustersANN5Query, - enableSimClustersANN4 = enableSimClustersANN4, - simClustersANN4Query = simClustersANN4Query, - twhinModelId = twhinModelId, - enableTwHIN = enableTwHIN, - twhinMaxTweetAgeHours = twhinMaxTweetAgeHours, - qigMaxTweetAgeHours = qigMaxTweetAgeHours, - qigMaxNumSimilarTweets = qigMaxNumSimilarTweets, - enableUtg = enableUtg, - utgQuery = TweetBasedUserTweetGraphSimilarityEngine - .fromParams(sourceInfo.internalId, params), - enableUvg = enableUvg, - uvgQuery = - TweetBasedUserVideoGraphSimilarityEngine.fromParams(sourceInfo.internalId, params), - enableQig = enableQig, - qigQuery = TweetBasedQigSimilarityEngine.fromParams(sourceInfo.internalId, params), - params = params - ), - params - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedUserAdGraphSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedUserAdGraphSimilarityEngine.docx new file mode 100644 index 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a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedUserTweetGraphSimilarityEngine.scala +++ /dev/null @@ -1,184 +0,0 @@ -package com.twitter.cr_mixer.similarity_engine - -import com.twitter.cr_mixer.model.SimilarityEngineInfo -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.cr_mixer.param.GlobalParams -import com.twitter.cr_mixer.param.TweetBasedUserTweetGraphParams -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.util.StatsUtil -import com.twitter.recos.user_tweet_graph.thriftscala.RelatedTweetResponse -import com.twitter.recos.user_tweet_graph.thriftscala.TweetBasedRelatedTweetRequest -import com.twitter.recos.user_tweet_graph.thriftscala.ConsumersBasedRelatedTweetRequest -import com.twitter.recos.user_tweet_graph.thriftscala.UserTweetGraph -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.simclusters_v2.thriftscala.InternalId -import com.twitter.storehaus.ReadableStore -import com.twitter.twistly.thriftscala.TweetRecentEngagedUsers -import com.twitter.util.Future -import javax.inject.Singleton -import com.twitter.snowflake.id.SnowflakeId -import com.twitter.timelines.configapi -import com.twitter.util.Duration -import com.twitter.util.Time -import scala.concurrent.duration.HOURS - -/** - * This store looks for similar tweets from UserTweetGraph for a Source TweetId - * For a query tweet,User Tweet Graph (UTG), - * lets us find out which other tweets share a lot of the same engagers with the query tweet - * one-pager: go/UTG - */ -@Singleton -case class TweetBasedUserTweetGraphSimilarityEngine( - userTweetGraphService: UserTweetGraph.MethodPerEndpoint, - tweetEngagedUsersStore: ReadableStore[TweetId, TweetRecentEngagedUsers], - statsReceiver: StatsReceiver) - extends ReadableStore[ - TweetBasedUserTweetGraphSimilarityEngine.Query, - Seq[TweetWithScore] - ] { - - import TweetBasedUserTweetGraphSimilarityEngine._ - - private val stats = statsReceiver.scope(this.getClass.getSimpleName) - private val fetchCandidatesStat = stats.scope("fetchCandidates") - private val fetchCoverageExpansionCandidatesStat = stats.scope("fetchCoverageExpansionCandidates") - - override def get( - query: TweetBasedUserTweetGraphSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScore]]] = { - query.sourceId match { - case InternalId.TweetId(tweetId) if query.enableCoverageExpansionAllTweet => - getCoverageExpansionCandidates(tweetId, query) - - case InternalId.TweetId(tweetId) if query.enableCoverageExpansionOldTweet => // For Home - if (isOldTweet(tweetId)) getCoverageExpansionCandidates(tweetId, query) - else getCandidates(tweetId, query) - - case InternalId.TweetId(tweetId) => getCandidates(tweetId, query) - case _ => - Future.value(None) - } - } - - // This is the main candidate source - private def getCandidates( - tweetId: TweetId, - query: TweetBasedUserTweetGraphSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScore]]] = { - StatsUtil.trackOptionItemsStats(fetchCandidatesStat) { - val tweetBasedRelatedTweetRequest = { - TweetBasedRelatedTweetRequest( - tweetId, - maxResults = Some(query.maxResults), - minCooccurrence = Some(query.minCooccurrence), - excludeTweetIds = Some(Seq(tweetId)), - minScore = Some(query.tweetBasedMinScore), - maxTweetAgeInHours = Some(query.maxTweetAgeInHours) - ) - } - toTweetWithScore( - userTweetGraphService.tweetBasedRelatedTweets(tweetBasedRelatedTweetRequest).map { - Some(_) - }) - } - } - - // function for DDGs, for coverage expansion algo, we first fetch tweet's recent engaged users as consumeSeedSet from MH store, - // and query consumersBasedUTG using the consumeSeedSet - private def getCoverageExpansionCandidates( - tweetId: TweetId, - query: TweetBasedUserTweetGraphSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScore]]] = { - StatsUtil - .trackOptionItemsStats(fetchCoverageExpansionCandidatesStat) { - tweetEngagedUsersStore - .get(tweetId).flatMap { - _.map { tweetRecentEngagedUsers => - val consumerSeedSet = - tweetRecentEngagedUsers.recentEngagedUsers - .map { _.userId }.take(query.maxConsumerSeedsNum) - val consumersBasedRelatedTweetRequest = - ConsumersBasedRelatedTweetRequest( - consumerSeedSet = consumerSeedSet, - maxResults = Some(query.maxResults), - minCooccurrence = Some(query.minCooccurrence), - excludeTweetIds = Some(Seq(tweetId)), - minScore = Some(query.consumersBasedMinScore), - maxTweetAgeInHours = Some(query.maxTweetAgeInHours) - ) - - toTweetWithScore(userTweetGraphService - .consumersBasedRelatedTweets(consumersBasedRelatedTweetRequest).map { Some(_) }) - }.getOrElse(Future.value(None)) - } - } - } - -} - -object TweetBasedUserTweetGraphSimilarityEngine { - - def toSimilarityEngineInfo(score: Double): SimilarityEngineInfo = { - SimilarityEngineInfo( - similarityEngineType = SimilarityEngineType.TweetBasedUserTweetGraph, - modelId = None, - score = Some(score)) - } - - private val oldTweetCap: Duration = Duration(48, HOURS) - - private def toTweetWithScore( - relatedTweetResponseFut: Future[Option[RelatedTweetResponse]] - ): Future[Option[Seq[TweetWithScore]]] = { - relatedTweetResponseFut.map { relatedTweetResponseOpt => - relatedTweetResponseOpt.map { relatedTweetResponse => - val candidates = - relatedTweetResponse.tweets.map(tweet => TweetWithScore(tweet.tweetId, tweet.score)) - candidates - } - } - } - - private def isOldTweet(tweetId: TweetId): Boolean = { - SnowflakeId - .timeFromIdOpt(tweetId).forall { tweetTime => tweetTime < Time.now - oldTweetCap } - // If there's no snowflake timestamp, we have no idea when this tweet happened. - } - - case class Query( - sourceId: InternalId, - maxResults: Int, - minCooccurrence: Int, - tweetBasedMinScore: Double, - consumersBasedMinScore: Double, - maxTweetAgeInHours: Int, - maxConsumerSeedsNum: Int, - enableCoverageExpansionOldTweet: Boolean, - enableCoverageExpansionAllTweet: Boolean, - ) - - def fromParams( - sourceId: InternalId, - params: configapi.Params, - ): EngineQuery[Query] = { - EngineQuery( - Query( - sourceId = sourceId, - maxResults = params(GlobalParams.MaxCandidateNumPerSourceKeyParam), - minCooccurrence = params(TweetBasedUserTweetGraphParams.MinCoOccurrenceParam), - tweetBasedMinScore = params(TweetBasedUserTweetGraphParams.TweetBasedMinScoreParam), - consumersBasedMinScore = params(TweetBasedUserTweetGraphParams.ConsumersBasedMinScoreParam), - maxTweetAgeInHours = params(GlobalParams.MaxTweetAgeHoursParam).inHours, - maxConsumerSeedsNum = params(TweetBasedUserTweetGraphParams.MaxConsumerSeedsNumParam), - enableCoverageExpansionOldTweet = - params(TweetBasedUserTweetGraphParams.EnableCoverageExpansionOldTweetParam), - enableCoverageExpansionAllTweet = - params(TweetBasedUserTweetGraphParams.EnableCoverageExpansionAllTweetParam), - ), - params - ) - } - -} diff 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b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedUserVideoGraphSimilarityEngine.scala deleted file mode 100644 index 6190cd4fb..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedUserVideoGraphSimilarityEngine.scala +++ /dev/null @@ -1,184 +0,0 @@ -package com.twitter.cr_mixer.similarity_engine - -import com.twitter.cr_mixer.model.SimilarityEngineInfo -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.cr_mixer.param.GlobalParams -import com.twitter.cr_mixer.param.TweetBasedUserVideoGraphParams -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.frigate.common.util.StatsUtil -import com.twitter.recos.user_video_graph.thriftscala.RelatedTweetResponse -import com.twitter.recos.user_video_graph.thriftscala.ConsumersBasedRelatedTweetRequest -import com.twitter.recos.user_video_graph.thriftscala.TweetBasedRelatedTweetRequest -import com.twitter.recos.user_video_graph.thriftscala.UserVideoGraph -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.simclusters_v2.thriftscala.InternalId -import com.twitter.storehaus.ReadableStore -import com.twitter.snowflake.id.SnowflakeId -import com.twitter.timelines.configapi -import com.twitter.twistly.thriftscala.TweetRecentEngagedUsers -import com.twitter.util.Duration -import javax.inject.Singleton -import com.twitter.util.Future -import com.twitter.util.Time -import scala.concurrent.duration.HOURS - -/** - * This store looks for similar tweets from UserVideoGraph for a Source TweetId - * For a query tweet,User Video Graph (UVG), - * lets us find out which other video tweets share a lot of the same engagers with the query tweet - */ -@Singleton -case class TweetBasedUserVideoGraphSimilarityEngine( - userVideoGraphService: UserVideoGraph.MethodPerEndpoint, - tweetEngagedUsersStore: ReadableStore[TweetId, TweetRecentEngagedUsers], - statsReceiver: StatsReceiver) - extends ReadableStore[ - TweetBasedUserVideoGraphSimilarityEngine.Query, - Seq[TweetWithScore] - ] { - - import TweetBasedUserVideoGraphSimilarityEngine._ - - private val stats = statsReceiver.scope(this.getClass.getSimpleName) - private val fetchCandidatesStat = stats.scope("fetchCandidates") - private val fetchCoverageExpansionCandidatesStat = stats.scope("fetchCoverageExpansionCandidates") - - override def get( - query: TweetBasedUserVideoGraphSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScore]]] = { - - query.sourceId match { - case InternalId.TweetId(tweetId) if query.enableCoverageExpansionAllTweet => - getCoverageExpansionCandidates(tweetId, query) - - case InternalId.TweetId(tweetId) if query.enableCoverageExpansionOldTweet => // For Home - if (isOldTweet(tweetId)) getCoverageExpansionCandidates(tweetId, query) - else getCandidates(tweetId, query) - - case InternalId.TweetId(tweetId) => getCandidates(tweetId, query) - case _ => - Future.value(None) - } - } - - private def getCandidates( - tweetId: TweetId, - query: TweetBasedUserVideoGraphSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScore]]] = { - StatsUtil.trackOptionItemsStats(fetchCandidatesStat) { - val tweetBasedRelatedTweetRequest = { - TweetBasedRelatedTweetRequest( - tweetId, - maxResults = Some(query.maxResults), - minCooccurrence = Some(query.minCooccurrence), - excludeTweetIds = Some(Seq(tweetId)), - minScore = Some(query.tweetBasedMinScore), - maxTweetAgeInHours = Some(query.maxTweetAgeInHours) - ) - } - toTweetWithScore( - userVideoGraphService.tweetBasedRelatedTweets(tweetBasedRelatedTweetRequest).map { - Some(_) - }) - } - } - - private def getCoverageExpansionCandidates( - tweetId: TweetId, - query: TweetBasedUserVideoGraphSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScore]]] = { - StatsUtil - .trackOptionItemsStats(fetchCoverageExpansionCandidatesStat) { - tweetEngagedUsersStore - .get(tweetId).flatMap { - _.map { tweetRecentEngagedUsers => - val consumerSeedSet = - tweetRecentEngagedUsers.recentEngagedUsers - .map { - _.userId - }.take(query.maxConsumerSeedsNum) - val consumersBasedRelatedTweetRequest = - ConsumersBasedRelatedTweetRequest( - consumerSeedSet = consumerSeedSet, - maxResults = Some(query.maxResults), - minCooccurrence = Some(query.minCooccurrence), - excludeTweetIds = Some(Seq(tweetId)), - minScore = Some(query.consumersBasedMinScore), - maxTweetAgeInHours = Some(query.maxTweetAgeInHours) - ) - - toTweetWithScore(userVideoGraphService - .consumersBasedRelatedTweets(consumersBasedRelatedTweetRequest).map { - Some(_) - }) - }.getOrElse(Future.value(None)) - } - } - } - -} - -object TweetBasedUserVideoGraphSimilarityEngine { - - private val oldTweetCap: Duration = Duration(24, HOURS) - - def toSimilarityEngineInfo(score: Double): SimilarityEngineInfo = { - SimilarityEngineInfo( - similarityEngineType = SimilarityEngineType.TweetBasedUserVideoGraph, - modelId = None, - score = Some(score)) - } - - private def toTweetWithScore( - relatedTweetResponseFut: Future[Option[RelatedTweetResponse]] - ): Future[Option[Seq[TweetWithScore]]] = { - relatedTweetResponseFut.map { relatedTweetResponseOpt => - relatedTweetResponseOpt.map { relatedTweetResponse => - val candidates = - relatedTweetResponse.tweets.map(tweet => TweetWithScore(tweet.tweetId, tweet.score)) - candidates - } - } - } - - private def isOldTweet(tweetId: TweetId): Boolean = { - SnowflakeId - .timeFromIdOpt(tweetId).forall { tweetTime => tweetTime < Time.now - oldTweetCap } - // If there's no snowflake timestamp, we have no idea when this tweet happened. - } - - case class Query( - sourceId: InternalId, - maxResults: Int, - minCooccurrence: Int, - tweetBasedMinScore: Double, - consumersBasedMinScore: Double, - maxTweetAgeInHours: Int, - maxConsumerSeedsNum: Int, - enableCoverageExpansionOldTweet: Boolean, - enableCoverageExpansionAllTweet: Boolean) - - def fromParams( - sourceId: InternalId, - params: configapi.Params, - ): EngineQuery[Query] = { - EngineQuery( - Query( - sourceId = sourceId, - maxResults = params(GlobalParams.MaxCandidateNumPerSourceKeyParam), - minCooccurrence = params(TweetBasedUserVideoGraphParams.MinCoOccurrenceParam), - tweetBasedMinScore = params(TweetBasedUserVideoGraphParams.TweetBasedMinScoreParam), - consumersBasedMinScore = params(TweetBasedUserVideoGraphParams.ConsumersBasedMinScoreParam), - maxTweetAgeInHours = params(GlobalParams.MaxTweetAgeHoursParam).inHours, - maxConsumerSeedsNum = params(TweetBasedUserVideoGraphParams.MaxConsumerSeedsNumParam), - enableCoverageExpansionOldTweet = - params(TweetBasedUserVideoGraphParams.EnableCoverageExpansionOldTweetParam), - enableCoverageExpansionAllTweet = - params(TweetBasedUserVideoGraphParams.EnableCoverageExpansionAllTweetParam) - ), - params - ) - } - -} diff --git 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LookupEngineQuery[Query] = { - LookupEngineQuery( - Query(sourceId = sourceId), - modelId, - params - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/UserTweetEntityGraphSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/UserTweetEntityGraphSimilarityEngine.docx new file mode 100644 index 0000000000000000000000000000000000000000..d03b216c0bb18d8fa65f480d87d8d09506394223 GIT binary patch literal 37921 zcmagFb9`OR+bGPi;>hhbvZ-amS^#%ycFT_Vh5x6Q(w+7y`u@ zmznn9O}JLi-|f{*sUs?Orl*&wQ9ue_;#IJb&v|ny{hubDAgX_*Mo6I zm$yk@SJEd@Kk@9hWkyQ%Eb9!oc7LwaFvCkViSLGu@qm<3juvVT^=o}aNN&UM z0FUzFy$f$W0J>Mxj8=^PDDw)?{b55R=CCFy*tGW_^JJc20b6IkX{arAXjl75&WwkBwxFV z51iKm@=avvlWBC`k_ZY>d*X~XY#a!VKal3XV94o%DE?O!-6>^+ z9)Z={1Oowq2mUp1G_!GHV*GQhil34OXGZb65D*`wD6wl+6DwTN7dw_K6zENzJTJEM zkt|;A?otxd)5Pi{Ji6F3F<;Cmz+0v(wh7cQ)>;V2Tk6x?qPc49Fj$94hVAqxaZ}w5 z(y~d9xFbUnGNXLpFjprQpxZ=d 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com.twitter.cr_mixer.param.UtegTweetGlobalParams -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.recos.user_tweet_entity_graph.thriftscala.TweetEntityDisplayLocation -import com.twitter.recos.user_tweet_entity_graph.thriftscala.UserTweetEntityGraph -import com.twitter.recos.user_tweet_entity_graph.thriftscala.RecommendTweetEntityRequest -import com.twitter.recos.user_tweet_entity_graph.thriftscala.RecommendationType -import com.twitter.recos.user_tweet_entity_graph.thriftscala.UserTweetEntityRecommendationUnion.TweetRec -import com.twitter.simclusters_v2.common.UserId -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.storehaus.ReadableStore -import com.twitter.timelines.configapi -import com.twitter.util.Duration -import com.twitter.util.Future -import javax.inject.Singleton - -@Singleton -case class UserTweetEntityGraphSimilarityEngine( - userTweetEntityGraph: UserTweetEntityGraph.MethodPerEndpoint, - statsReceiver: StatsReceiver) - extends ReadableStore[ - UserTweetEntityGraphSimilarityEngine.Query, - Seq[TweetWithScoreAndSocialProof] - ] { - - override def get( - query: UserTweetEntityGraphSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScoreAndSocialProof]]] = { - val recommendTweetEntityRequest = - RecommendTweetEntityRequest( - requesterId = query.userId, - displayLocation = TweetEntityDisplayLocation.HomeTimeline, - recommendationTypes = Seq(RecommendationType.Tweet), - seedsWithWeights = query.seedsWithWeights, - maxResultsByType = Some(Map(RecommendationType.Tweet -> query.maxUtegCandidates)), - maxTweetAgeInMillis = Some(query.maxTweetAge.inMilliseconds), - excludedTweetIds = query.excludedTweetIds, - maxUserSocialProofSize = Some(UserTweetEntityGraphSimilarityEngine.MaxUserSocialProofSize), - maxTweetSocialProofSize = - Some(UserTweetEntityGraphSimilarityEngine.MaxTweetSocialProofSize), - minUserSocialProofSizes = Some(Map(RecommendationType.Tweet -> 1)), - tweetTypes = None, - socialProofTypes = query.socialProofTypes, - socialProofTypeUnions = None, - tweetAuthors = None, - maxEngagementAgeInMillis = None, - excludedTweetAuthors = None, - ) - - userTweetEntityGraph - .recommendTweets(recommendTweetEntityRequest) - .map { recommendTweetsResponse => - val candidates = recommendTweetsResponse.recommendations.flatMap { - case TweetRec(recommendation) => - Some( - TweetWithScoreAndSocialProof( - recommendation.tweetId, - recommendation.score, - recommendation.socialProofByType.toMap)) - case _ => None - } - Some(candidates) - } - } -} - -object UserTweetEntityGraphSimilarityEngine { - - private val MaxUserSocialProofSize = 10 - private val MaxTweetSocialProofSize = 10 - - def toSimilarityEngineInfo(score: Double): SimilarityEngineInfo = { - SimilarityEngineInfo( - similarityEngineType = SimilarityEngineType.Uteg, - modelId = None, - score = Some(score)) - } - - case class Query( - userId: UserId, - seedsWithWeights: Map[UserId, Double], - excludedTweetIds: Option[Seq[Long]] = None, - maxUtegCandidates: Int, - maxTweetAge: Duration, - socialProofTypes: Option[Seq[SocialProofType]]) - - def fromParams( - userId: UserId, - seedsWithWeights: Map[UserId, Double], - excludedTweetIds: Option[Seq[TweetId]] = None, - params: configapi.Params, - ): EngineQuery[Query] = { - EngineQuery( - Query( - userId = userId, - seedsWithWeights = seedsWithWeights, - excludedTweetIds = excludedTweetIds, - maxUtegCandidates = params(UtegTweetGlobalParams.MaxUtegCandidatesToRequestParam), - maxTweetAge = params(UtegTweetGlobalParams.CandidateRefreshSinceTimeOffsetHoursParam), - socialProofTypes = Some(Seq(SocialProofType.Favorite)) - ), - params - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/source_signal/BUILD b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/source_signal/BUILD deleted file mode 100644 index 37b0a7585..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/source_signal/BUILD +++ /dev/null @@ -1,32 +0,0 @@ -scala_library( - sources = ["*.scala"], - compiler_option_sets = ["fatal_warnings"], - strict_deps = True, - tags = ["bazel-compatible"], - dependencies = [ - "3rdparty/jvm/com/twitter/storehaus:core", - "3rdparty/jvm/javax/inject:javax.inject", - "3rdparty/src/jvm/com/twitter/storehaus:core", - "configapi/configapi-core", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/config", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/model", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param", - "cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/decider", - "cr-mixer/thrift/src/main/thrift:thrift-scala", - "decider/src/main/scala", - "finatra-internal/mtls-thriftmux/src/main/scala", - "finatra/inject/inject-core/src/main/scala", - "follow-recommendations-service/thrift/src/main/thrift:thrift-scala", - "frigate/frigate-common:base", - "frigate/frigate-common:util", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/base", - "frigate/frigate-common/src/main/scala/com/twitter/frigate/common/candidate", - "src/scala/com/twitter/simclusters_v2/common", - "src/thrift/com/twitter/core_workflows/user_model:user_model-scala", - "src/thrift/com/twitter/hermit/stp:hermit-stp-scala", - "src/thrift/com/twitter/onboarding/relevance/coldstart_lookalike:coldstartlookalike-thrift-scala", - "src/thrift/com/twitter/simclusters_v2:simclusters_v2-thrift-scala", - "src/thrift/com/twitter/wtf/candidate:wtf-candidate-scala", - "user-signal-service/thrift/src/main/thrift:thrift-scala", - ], -) diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/source_signal/BUILD.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/source_signal/BUILD.docx new file mode 100644 index 0000000000000000000000000000000000000000..112bf8be0eec6b26fc51dea4dab057e5ce89a9e3 GIT binary patch literal 37121 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zHOj`yZhHl@wtvYEBNU-Ng@R8idzq+V!xy|qkH85JrSDN;8$E7cUGubL7|pA-u(c8p zL<)UPkBb3W>BeV@Pu!)YfDvjFm~;DTJH8(junhnl_k+n`j28iYlIV@`bNU*cK>E)EcsmxUMT`kLBxMC{dR5b>CA getCandidates(tweetId, query) - case _ => - Future.value(None) - } - } - - // We first fetch tweet's recent engaged users as consumeSeedSet from MH store, - // then query consumersBasedUTG using the consumerSeedSet - private def getCandidates( - tweetId: TweetId, - query: TweetBasedUserAdGraphSimilarityEngine.Query - ): Future[Option[Seq[TweetWithScore]]] = { - StatsUtil - .trackOptionItemsStats(fetchCoverageExpansionCandidatesStat) { - tweetEngagedUsersStore - .get(tweetId).flatMap { - _.map { tweetRecentEngagedUsers => - val consumerSeedSet = - tweetRecentEngagedUsers.recentEngagedUsers - .map { _.userId }.take(query.maxConsumerSeedsNum) - val consumersBasedRelatedAdRequest = - ConsumersBasedRelatedAdRequest( - consumerSeedSet = consumerSeedSet, - maxResults = Some(query.maxResults), - minCooccurrence = Some(query.minCooccurrence), - excludeTweetIds = Some(Seq(tweetId)), - minScore = Some(query.consumersBasedMinScore), - maxTweetAgeInHours = Some(query.maxTweetAgeInHours) - ) - toTweetWithScore(userAdGraphService - .consumersBasedRelatedAds(consumersBasedRelatedAdRequest).map { Some(_) }) - }.getOrElse(Future.value(None)) - } - } - } - -} - -object TweetBasedUserAdGraphSimilarityEngine { - - def toSimilarityEngineInfo(score: Double): SimilarityEngineInfo = { - SimilarityEngineInfo( - similarityEngineType = SimilarityEngineType.TweetBasedUserAdGraph, - modelId = None, - score = Some(score)) - } - private def toTweetWithScore( - relatedAdResponseFut: Future[Option[RelatedAdResponse]] - ): Future[Option[Seq[TweetWithScore]]] = { - relatedAdResponseFut.map { relatedAdResponseOpt => - relatedAdResponseOpt.map { relatedAdResponse => - val candidates = - relatedAdResponse.adTweets.map(tweet => TweetWithScore(tweet.adTweetId, tweet.score)) - - candidates - } - } - } - - case class Query( - sourceId: InternalId, - maxResults: Int, - minCooccurrence: Int, - consumersBasedMinScore: Double, - maxTweetAgeInHours: Int, - maxConsumerSeedsNum: Int, - ) - - def fromParams( - sourceId: InternalId, - params: configapi.Params, - ): EngineQuery[Query] = { - EngineQuery( - Query( - sourceId = sourceId, - maxResults = params(GlobalParams.MaxCandidateNumPerSourceKeyParam), - minCooccurrence = params(TweetBasedUserAdGraphParams.MinCoOccurrenceParam), - consumersBasedMinScore = params(TweetBasedUserAdGraphParams.ConsumersBasedMinScoreParam), - maxTweetAgeInHours = params(GlobalParams.MaxTweetAgeHoursParam).inHours, - maxConsumerSeedsNum = params(TweetBasedUserAdGraphParams.MaxConsumerSeedsNumParam), - ), - params - ) - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedUserTweetGraphSimilarityEngine.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/similarity_engine/TweetBasedUserTweetGraphSimilarityEngine.docx new file mode 100644 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com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object RelatedVideoTweetTweetBasedParams { - - // UTG params - object EnableUTGParam - extends FSParam[Boolean]( - name = "related_video_tweet_tweet_based_enable_utg", - default = false - ) - - // SimClusters params - object EnableSimClustersANNParam - extends FSParam[Boolean]( - name = "related_video_tweet_tweet_based_enable_simclusters", - default = true - ) - - // Experimental SimClusters ANN params - object EnableExperimentalSimClustersANNParam - extends FSParam[Boolean]( - name = "related_video_tweet_tweet_based_enable_experimental_simclusters_ann", - default = false - ) - - // SimClusters ANN cluster 1 params - object EnableSimClustersANN1Param - extends FSParam[Boolean]( - name = "related_video_tweet_tweet_based_enable_simclusters_ann_1", - default = false - ) - - // SimClusters ANN cluster 2 params - object EnableSimClustersANN2Param - extends FSParam[Boolean]( - name = "related_video_tweet_tweet_based_enable_simclusters_ann_2", - default = false - ) - - // SimClusters ANN cluster 3 params - object EnableSimClustersANN3Param - extends FSParam[Boolean]( - name = "related_video_tweet_tweet_based_enable_simclusters_ann_3", - default = false - ) - - // SimClusters ANN cluster 5 params - object EnableSimClustersANN5Param - extends FSParam[Boolean]( - name = "related_video_tweet_tweet_based_enable_simclusters_ann_5", - default = false - ) - - // SimClusters ANN cluster 4 params - object EnableSimClustersANN4Param - extends FSParam[Boolean]( - name = "related_video_tweet_tweet_based_enable_simclusters_ann_4", - default = false - ) - // TwHIN params - object EnableTwHINParam - extends FSParam[Boolean]( - name = "related_video_tweet_tweet_based_enable_twhin", - default = false - ) - - // QIG params - object EnableQigSimilarTweetsParam - extends FSParam[Boolean]( - name = "related_video_tweet_tweet_based_enable_qig_similar_tweets", - default = false - ) - - // Filter params - object SimClustersMinScoreParam - extends FSBoundedParam[Double]( - name = "related_video_tweet_tweet_based_filter_simclusters_min_score", - default = 0.3, - min = 0.0, - max = 1.0 - ) - - object EnableUVGParam - extends FSParam[Boolean]( - name = "related_video_tweet_tweet_based_enable_uvg", - default = false - ) - - val AllParams: Seq[Param[_] with FSName] = Seq( - EnableTwHINParam, - EnableQigSimilarTweetsParam, - EnableUTGParam, - EnableUVGParam, - EnableSimClustersANNParam, - EnableSimClustersANN2Param, - EnableSimClustersANN3Param, - EnableSimClustersANN5Param, - EnableSimClustersANN4Param, - EnableExperimentalSimClustersANNParam, - SimClustersMinScoreParam - ) - - lazy val config: BaseConfig = { - - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableTwHINParam, - EnableQigSimilarTweetsParam, - EnableUTGParam, - EnableUVGParam, - EnableSimClustersANNParam, - EnableSimClustersANN2Param, - EnableSimClustersANN3Param, - EnableSimClustersANN5Param, - EnableSimClustersANN4Param, - EnableExperimentalSimClustersANNParam - ) - - val doubleOverrides = - FeatureSwitchOverrideUtil.getBoundedDoubleFSOverrides(SimClustersMinScoreParam) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .set(doubleOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RepeatedProfileVisitsParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/RepeatedProfileVisitsParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..d9d2986843596242d240a88b50562c899b37aaf5 GIT binary patch literal 37458 zcmagEb9`jWx<4G-p4hhSWRi((Yr+mDwkEc1+qONK*qUIHiS1v{-us-h_qq4J??0GPi;>hhbvx_am%f>%ycRX_IN+Z8>Tj^ z7y`u@mzj3&O}JJs(CyVssUs$Ss;8H!Q9ue_;#IJb&v<6ewJ#AzBE2NFM=(DGRoj~B z^F69E*{9-{uDCtni4-dv}T(2vGYA4|+aaB0V1%L9XIFAoy3` 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com.twitter.logging.Logger -import com.twitter.usersignalservice.thriftscala.SignalType -import com.twitter.timelines.configapi.BaseConfig -import com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSEnumParam -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object RepeatedProfileVisitsParams { - object ProfileMinVisitParam extends Enumeration { - protected case class SignalTypeValue(signalType: SignalType) extends super.Val - import scala.language.implicitConversions - implicit def valueToSignalTypeValue(x: Value): SignalTypeValue = - x.asInstanceOf[SignalTypeValue] - - val TotalVisitsInPast180Days = SignalTypeValue(SignalType.RepeatedProfileVisit180dMinVisit6V1) - val TotalVisitsInPast90Days = SignalTypeValue(SignalType.RepeatedProfileVisit90dMinVisit6V1) - val TotalVisitsInPast14Days = SignalTypeValue(SignalType.RepeatedProfileVisit14dMinVisit2V1) - val TotalVisitsInPast180DaysNoNegative = SignalTypeValue( - SignalType.RepeatedProfileVisit180dMinVisit6V1NoNegative) - val TotalVisitsInPast90DaysNoNegative = SignalTypeValue( - SignalType.RepeatedProfileVisit90dMinVisit6V1NoNegative) - val TotalVisitsInPast14DaysNoNegative = SignalTypeValue( - SignalType.RepeatedProfileVisit14dMinVisit2V1NoNegative) - } - - object EnableSourceParam - extends FSParam[Boolean]( - name = "twistly_repeatedprofilevisits_enable_source", - default = true - ) - - object MinScoreParam - extends FSBoundedParam[Double]( - name = "twistly_repeatedprofilevisits_min_score", - default = 0.5, - min = 0.0, - max = 1.0 - ) - - object ProfileMinVisitType - extends FSEnumParam[ProfileMinVisitParam.type]( - name = "twistly_repeatedprofilevisits_min_visit_type_id", - default = ProfileMinVisitParam.TotalVisitsInPast14Days, - enum = ProfileMinVisitParam - ) - - val AllParams: Seq[Param[_] with FSName] = Seq(EnableSourceParam, ProfileMinVisitType) - - lazy val config: BaseConfig = { - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableSourceParam - ) - - val enumOverrides = FeatureSwitchOverrideUtil.getEnumFSOverrides( - NullStatsReceiver, - Logger(getClass), - ProfileMinVisitType - ) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .set(enumOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/SimClustersANNParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/SimClustersANNParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..0c41856f5e5d5698b77bfd7db93a1d87a56ffdc6 GIT binary patch literal 37190 zcmagEWmsIvwm*!!dvJGmcL*f7yGzhUf)BS5@!cN*^Jiu)x5;;K0(p@@Q466vicigMp2~fPrCxMs+0s_Mgq|KO3rf 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com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object SimClustersANNParams { - - // Different SimClusters ANN cluster has its own config id (model slot) - object SimClustersANNConfigId - extends FSParam[String]( - name = "similarity_simclusters_ann_simclusters_ann_config_id", - default = "Default" - ) - - object SimClustersANN1ConfigId - extends FSParam[String]( - name = "similarity_simclusters_ann_simclusters_ann_1_config_id", - default = "20220810" - ) - - object SimClustersANN2ConfigId - extends FSParam[String]( - name = "similarity_simclusters_ann_simclusters_ann_2_config_id", - default = "20220818" - ) - - object SimClustersANN3ConfigId - extends FSParam[String]( - name = "similarity_simclusters_ann_simclusters_ann_3_config_id", - default = "20220819" - ) - - object SimClustersANN5ConfigId - extends FSParam[String]( - name = "similarity_simclusters_ann_simclusters_ann_5_config_id", - default = "20221221" - ) - object SimClustersANN4ConfigId - extends FSParam[String]( - name = "similarity_simclusters_ann_simclusters_ann_4_config_id", - default = "20221220" - ) - object ExperimentalSimClustersANNConfigId - extends FSParam[String]( - name = "similarity_simclusters_ann_experimental_simclusters_ann_config_id", - default = "20220801" - ) - - val AllParams: Seq[Param[_] with FSName] = Seq( - SimClustersANNConfigId, - SimClustersANN1ConfigId, - SimClustersANN2ConfigId, - SimClustersANN3ConfigId, - SimClustersANN5ConfigId, - ExperimentalSimClustersANNConfigId - ) - - lazy val config: BaseConfig = { - val stringOverrides = FeatureSwitchOverrideUtil.getStringFSOverrides( - SimClustersANNConfigId, - SimClustersANN1ConfigId, - SimClustersANN2ConfigId, - SimClustersANN3ConfigId, - SimClustersANN5ConfigId, - ExperimentalSimClustersANNConfigId - ) - - BaseConfigBuilder() - .set(stringOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/TopicTweetParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/TopicTweetParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..12d478566920724d115add767d35d0f9ba508b56 GIT binary patch literal 37578 zcmagFWmsIvwm*!!dvJGmcL)S`m!Lr#cNz~6+=IKjLvVKp!QFxfcmH>0=A1Kg?!E8( zW%E$A)=$>j?5f^fD9b@YVS#~x!GWcH<|M<5U5wN{ z9n75#m_6)l8MXLH$U{8bjq`_V zOe=@NFvn%2-uV)*)CqO^G*RnGNS+uNWN77+Ll*nwujMhHTJY>j#gWM_$m|f!4#3p3 zWca+B;s$5ksp;c4!U#DN&(RG`(tZGorm2k4#2^_Afm0P4g$}FEpXSMJr*KeLJsPIj zVfeH=s_gbM?&nVaAmJ~S^|HuJt(j?)j_@sj_iMQExrX#-L{ zb)waMt&W0Z@V)LNP%@6Y1Lpill)yP7m?^*^a5je0n~?B14gFkd}$gTwv}(kM;)LMMIm>DqJ#r zdjOe-`gX96ZCb<)1&XLS^&Pi`CaEyPI_7{LUH$2_Se3Y>5xt!ZN=a~O0{S(g3$2!` zFVhSF1|Tip#Py}Pvh}B}`CKnlFf6=2@2XwVmMKd;B-U1X^N6c#p+5M^Lve?!P 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+0,0 @@ -package com.twitter.cr_mixer.param - -import com.twitter.finagle.stats.NullStatsReceiver -import com.twitter.logging.Logger -import com.twitter.timelines.configapi.BaseConfig -import com.twitter.timelines.configapi.BaseConfigBuilder -import com.twitter.timelines.configapi.FSBoundedParam -import com.twitter.timelines.configapi.FSName -import com.twitter.timelines.configapi.FSParam -import com.twitter.timelines.configapi.FeatureSwitchOverrideUtil -import com.twitter.timelines.configapi.Param - -object TweetBasedCandidateGenerationParams { - - // Source params. Not being used. It is always set to true in prod - object EnableSourceParam - extends FSParam[Boolean]( - name = "tweet_based_candidate_generation_enable_source", - default = false - ) - - // UTG params - object EnableUTGParam - extends FSParam[Boolean]( - name = "tweet_based_candidate_generation_enable_utg", - default = true - ) - - // SimClusters params - object EnableSimClustersANNParam - extends FSParam[Boolean]( - name = "tweet_based_candidate_generation_enable_simclusters", - default = true - ) - - // Experimental SimClusters ANN params - object EnableExperimentalSimClustersANNParam - extends FSParam[Boolean]( - name = "tweet_based_candidate_generation_enable_experimental_simclusters_ann", - default = false - ) - - // SimClusters ANN cluster 1 params - object EnableSimClustersANN1Param - extends FSParam[Boolean]( - name = "tweet_based_candidate_generation_enable_simclusters_ann_1", - default = false - ) - - // SimClusters ANN cluster 2 params - object EnableSimClustersANN2Param - extends FSParam[Boolean]( - name = "tweet_based_candidate_generation_enable_simclusters_ann_2", - default = false - ) - - // SimClusters ANN cluster 3 params - object EnableSimClustersANN3Param - extends FSParam[Boolean]( - name = "tweet_based_candidate_generation_enable_simclusters_ann_3", - default = false - ) - - // SimClusters ANN cluster 3 params - object EnableSimClustersANN5Param - extends FSParam[Boolean]( - name = "tweet_based_candidate_generation_enable_simclusters_ann_5", - default = false - ) - - // SimClusters ANN cluster 4 params - object EnableSimClustersANN4Param - extends FSParam[Boolean]( - name = "tweet_based_candidate_generation_enable_simclusters_ann_4", - default = false - ) - // TwHIN params - object EnableTwHINParam - extends FSParam[Boolean]( - name = "tweet_based_candidate_generation_enable_twhin", - default = false - ) - - // QIG params - object EnableQigSimilarTweetsParam - extends FSParam[Boolean]( - name = "tweet_based_candidate_generation_enable_qig_similar_tweets", - default = false - ) - - object QigMaxNumSimilarTweetsParam - extends FSBoundedParam[Int]( - name = "tweet_based_candidate_generation_qig_max_num_similar_tweets", - default = 100, - min = 10, - max = 100 - ) - - // UVG params - object EnableUVGParam - extends FSParam[Boolean]( - name = "tweet_based_candidate_generation_enable_uvg", - default = false - ) - - // UAG params - object EnableUAGParam - extends FSParam[Boolean]( - name = "tweet_based_candidate_generation_enable_uag", - default = false - ) - - // Filter params - object SimClustersMinScoreParam - extends FSBoundedParam[Double]( - name = "tweet_based_candidate_generation_filter_simclusters_min_score", - default = 0.5, - min = 0.0, - max = 1.0 - ) - - // for learning DDG that has a higher threshold for video based SANN - object SimClustersVideoBasedMinScoreParam - extends FSBoundedParam[Double]( - name = "tweet_based_candidate_generation_filter_simclusters_video_based_min_score", - default = 0.5, - min = 0.0, - max = 1.0 - ) - - val AllParams: Seq[Param[_] with FSName] = Seq( - EnableSourceParam, - EnableTwHINParam, - EnableQigSimilarTweetsParam, - EnableUTGParam, - EnableUVGParam, - EnableUAGParam, - EnableSimClustersANNParam, - EnableSimClustersANN1Param, - EnableSimClustersANN2Param, - EnableSimClustersANN3Param, - EnableSimClustersANN5Param, - EnableSimClustersANN4Param, - EnableExperimentalSimClustersANNParam, - SimClustersMinScoreParam, - SimClustersVideoBasedMinScoreParam, - QigMaxNumSimilarTweetsParam, - ) - - lazy val config: BaseConfig = { - - val booleanOverrides = FeatureSwitchOverrideUtil.getBooleanFSOverrides( - EnableSourceParam, - EnableTwHINParam, - EnableQigSimilarTweetsParam, - EnableUTGParam, - EnableUVGParam, - EnableUAGParam, - EnableSimClustersANNParam, - EnableSimClustersANN1Param, - EnableSimClustersANN2Param, - EnableSimClustersANN3Param, - EnableSimClustersANN5Param, - EnableSimClustersANN4Param, - EnableExperimentalSimClustersANNParam, - ) - - val doubleOverrides = - FeatureSwitchOverrideUtil.getBoundedDoubleFSOverrides( - SimClustersMinScoreParam, - SimClustersVideoBasedMinScoreParam) - - val enumOverrides = FeatureSwitchOverrideUtil.getEnumFSOverrides( - NullStatsReceiver, - Logger(getClass), - ) - - val intOverrides = FeatureSwitchOverrideUtil.getBoundedIntFSOverrides( - QigMaxNumSimilarTweetsParam - ) - - BaseConfigBuilder() - .set(booleanOverrides: _*) - .set(doubleOverrides: _*) - .set(enumOverrides: _*) - .set(intOverrides: _*) - .build() - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/TweetBasedTwHINParams.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/param/TweetBasedTwHINParams.docx new file mode 100644 index 0000000000000000000000000000000000000000..a12883ab0ead76204ccd18cb85b31da07188571b GIT binary patch literal 37015 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aB__E$bas#hR?zaQQib>d%fmi%`P+X?%E7<@ literal 0 HcmV?d00001 diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TweetBasedUserAdGraphSimilarityEngineModule.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TweetBasedUserAdGraphSimilarityEngineModule.scala deleted file mode 100644 index 7288e603f..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TweetBasedUserAdGraphSimilarityEngineModule.scala +++ /dev/null @@ -1,91 +0,0 @@ -package com.twitter.cr_mixer.module.similarity_engine - -import com.google.inject.Provides -import com.twitter.conversions.DurationOps._ -import com.twitter.cr_mixer.config.TimeoutConfig -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.cr_mixer.param.decider.CrMixerDecider -import com.twitter.cr_mixer.param.decider.DeciderConstants -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.DeciderConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.GatingConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.similarity_engine.StandardSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.TweetBasedUserAdGraphSimilarityEngine -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.memcached.{Client => MemcachedClient} -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.hashing.KeyHasher -import com.twitter.hermit.store.common.ObservedMemcachedReadableStore -import com.twitter.inject.TwitterModule -import com.twitter.recos.user_ad_graph.thriftscala.UserAdGraph -import com.twitter.relevance_platform.common.injection.LZ4Injection -import com.twitter.relevance_platform.common.injection.SeqObjectInjection -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.storehaus.ReadableStore -import com.twitter.twistly.thriftscala.TweetRecentEngagedUsers -import javax.inject.Named -import javax.inject.Singleton - -object TweetBasedUserAdGraphSimilarityEngineModule extends TwitterModule { - - private val keyHasher: KeyHasher = KeyHasher.FNV1A_64 - - @Provides - @Singleton - @Named(ModuleNames.TweetBasedUserAdGraphSimilarityEngine) - def providesTweetBasedUserAdGraphSimilarityEngine( - userAdGraphService: UserAdGraph.MethodPerEndpoint, - tweetRecentEngagedUserStore: ReadableStore[TweetId, TweetRecentEngagedUsers], - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - decider: CrMixerDecider - ): StandardSimilarityEngine[ - TweetBasedUserAdGraphSimilarityEngine.Query, - TweetWithScore - ] = { - - val underlyingStore = TweetBasedUserAdGraphSimilarityEngine( - userAdGraphService, - tweetRecentEngagedUserStore, - statsReceiver) - - val memCachedStore: ReadableStore[ - TweetBasedUserAdGraphSimilarityEngine.Query, - Seq[ - TweetWithScore - ] - ] = - ObservedMemcachedReadableStore - .fromCacheClient( - backingStore = underlyingStore, - cacheClient = crMixerUnifiedCacheClient, - ttl = 10.minutes - )( - valueInjection = LZ4Injection.compose(SeqObjectInjection[TweetWithScore]()), - statsReceiver = statsReceiver.scope("tweet_based_user_ad_graph_store_memcache"), - keyToString = { k => - //Example Query CRMixer:TweetBasedUTG:1234567890ABCDEF - f"CRMixer:TweetBasedUAG:${keyHasher.hashKey(k.toString.getBytes)}%X" - } - ) - - new StandardSimilarityEngine[ - TweetBasedUserAdGraphSimilarityEngine.Query, - TweetWithScore - ]( - implementingStore = memCachedStore, - identifier = SimilarityEngineType.TweetBasedUserAdGraph, - globalStats = statsReceiver, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = - Some(DeciderConfig(decider, DeciderConstants.enableUserAdGraphTrafficDeciderKey)), - enableFeatureSwitch = None - ) - ) - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TweetBasedUserTweetGraphSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TweetBasedUserTweetGraphSimilarityEngineModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..51d010a0d191473d6cc719eda67f907661b721f0 GIT binary patch literal 37822 zcmagFWmp{9wm*!!dvJGmcL)S`w_rgVcb5Rc-QC^Y-7UCVkU((ve`jXSIWy43ky$RRq1iHMMD0RfdPxbUNH1bKoi@owU@)*y|xb`JtNu-yg_6X(&p=w$( zygp2Gf->*b^z#~^1)q!NXa^)}K7vG1RYt3$5e)^yC<}~1hF0g#a^-fA*{LcYk5KK= zec2yVba|cdbtQci^OMMWU1p?I&$LR1YxCz$2{XJoQ4K?_jQGU$@p< zh~zc|4?y|;!={JPbzFn(7^dQup<3m3k?5pRHXg2b`(rUu@7tUpofRH&dG8K!0|9D(;Q`NwOQh!mBgj>p2L%7B zd#RVsqJ8JJfIMSa`Xm~i*F=H>)b3cLXU`}2;_?sTg1s+G#T)xVWA~(a&lqz0Ad3I! zqC2IG@B^@Wn_wUy@W8(Y4yM+QOpL#em2s1wz*$iI&IKh#D2i>H)Wi!`^u>?l3Iuyn 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com.twitter.relevance_platform.common.injection.SeqObjectInjection -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.storehaus.ReadableStore -import com.twitter.twistly.thriftscala.TweetRecentEngagedUsers -import javax.inject.Named -import javax.inject.Singleton - -object TweetBasedUserTweetGraphSimilarityEngineModule extends TwitterModule { - - private val keyHasher: KeyHasher = KeyHasher.FNV1A_64 - - @Provides - @Singleton - @Named(ModuleNames.TweetBasedUserTweetGraphSimilarityEngine) - def providesTweetBasedUserTweetGraphSimilarityEngine( - userTweetGraphService: UserTweetGraph.MethodPerEndpoint, - tweetRecentEngagedUserStore: ReadableStore[TweetId, TweetRecentEngagedUsers], - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - decider: CrMixerDecider - ): StandardSimilarityEngine[ - TweetBasedUserTweetGraphSimilarityEngine.Query, - TweetWithScore - ] = { - - val underlyingStore = TweetBasedUserTweetGraphSimilarityEngine( - userTweetGraphService, - tweetRecentEngagedUserStore, - statsReceiver) - - val memCachedStore: ReadableStore[ - TweetBasedUserTweetGraphSimilarityEngine.Query, - Seq[ - TweetWithScore - ] - ] = - ObservedMemcachedReadableStore - .fromCacheClient( - backingStore = underlyingStore, - cacheClient = crMixerUnifiedCacheClient, - ttl = 10.minutes - )( - valueInjection = LZ4Injection.compose(SeqObjectInjection[TweetWithScore]()), - statsReceiver = statsReceiver.scope("tweet_based_user_tweet_graph_store_memcache"), - keyToString = { k => - //Example Query CRMixer:TweetBasedUTG:1234567890ABCDEF - f"CRMixer:TweetBasedUTG:${keyHasher.hashKey(k.toString.getBytes)}%X" - } - ) - - new StandardSimilarityEngine[ - TweetBasedUserTweetGraphSimilarityEngine.Query, - TweetWithScore - ]( - implementingStore = memCachedStore, - identifier = SimilarityEngineType.TweetBasedUserTweetGraph, - globalStats = statsReceiver, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = - Some(DeciderConfig(decider, DeciderConstants.enableUserTweetGraphTrafficDeciderKey)), - enableFeatureSwitch = None - ) - ) - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TweetBasedUserVideoGraphSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TweetBasedUserVideoGraphSimilarityEngineModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..e4f929be9fb0b51b602176f4696eabd918af8f11 GIT binary patch literal 37830 zcmagFWmsIvwm*!!dvJGmcL)S`m!Lr#cNz~6+}+*Xg1bWq?iM5v-2LB~nRCv}x%a;B zm*$~rt)Hy5*;RXYp)3apg#`u%1_zd!%A;MSS`?QA4hA*`0|tf(8r72k*t?k9yBMi^ zI+!~fFnie9HYF)2t%{<3K6}AVW)UX!mO#ZW-*KRIV2s0;tjW0H)mdUWk%xG=o8S-E zm{AUeVUEj8yYnSptrzO@X{OebkUTLk$kZwzhb-|aSkGrZwcy#4iX)R?Sn) 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@Named(ModuleNames.TweetBasedUserVideoGraphSimilarityEngine) - def providesTweetBasedUserVideoGraphSimilarityEngine( - userVideoGraphService: UserVideoGraph.MethodPerEndpoint, - tweetRecentEngagedUserStore: ReadableStore[TweetId, TweetRecentEngagedUsers], - @Named(ModuleNames.UnifiedCache) crMixerUnifiedCacheClient: MemcachedClient, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - decider: CrMixerDecider - ): StandardSimilarityEngine[ - TweetBasedUserVideoGraphSimilarityEngine.Query, - TweetWithScore - ] = { - - val underlyingStore = - TweetBasedUserVideoGraphSimilarityEngine( - userVideoGraphService, - tweetRecentEngagedUserStore, - statsReceiver) - - val memCachedStore: ReadableStore[ - TweetBasedUserVideoGraphSimilarityEngine.Query, - Seq[ - TweetWithScore - ] - ] = - ObservedMemcachedReadableStore - .fromCacheClient( - backingStore = underlyingStore, - cacheClient = crMixerUnifiedCacheClient, - ttl = 10.minutes - )( - valueInjection = LZ4Injection.compose(SeqObjectInjection[TweetWithScore]()), - statsReceiver = statsReceiver.scope("tweet_based_user_video_graph_store_memcache"), - keyToString = { k => - //Example Query CRMixer:TweetBasedUVG:1234567890ABCDEF - f"CRMixer:TweetBasedUVG:${keyHasher.hashKey(k.toString.getBytes)}%X" - } - ) - - new StandardSimilarityEngine[ - TweetBasedUserVideoGraphSimilarityEngine.Query, - TweetWithScore - ]( - implementingStore = memCachedStore, - identifier = SimilarityEngineType.TweetBasedUserVideoGraph, - globalStats = statsReceiver, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = - Some(DeciderConfig(decider, DeciderConstants.enableUserVideoGraphTrafficDeciderKey)), - enableFeatureSwitch = None - ) - ) - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TwhinCollabFilterLookupSimilarityEngineModule.docx 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a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TwhinCollabFilterLookupSimilarityEngineModule.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TwhinCollabFilterLookupSimilarityEngineModule.scala deleted file mode 100644 index 4f7c909e3..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/TwhinCollabFilterLookupSimilarityEngineModule.scala +++ /dev/null @@ -1,71 +0,0 @@ -package com.twitter.cr_mixer.module -package similarity_engine - -import com.google.inject.Provides -import com.twitter.cr_mixer.config.TimeoutConfig -import com.twitter.simclusters_v2.common.TweetId -import com.twitter.cr_mixer.model.TweetWithScore -import com.twitter.cr_mixer.model.ModelConfig -import com.twitter.cr_mixer.model.ModuleNames -import com.twitter.cr_mixer.similarity_engine.LookupSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.TwhinCollabFilterSimilarityEngine.Query -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.GatingConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.similarity_engine.TwhinCollabFilterSimilarityEngine -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.inject.TwitterModule -import com.twitter.storehaus.ReadableStore -import javax.inject.Named -import javax.inject.Singleton - -/** - * TwhinCandidatesLookupSimilarityEngineModule routes the request to the corresponding - * twhin based candidate store which follow the same pattern as TwHIN Collaborative Filtering. - */ - -object TwhinCollabFilterLookupSimilarityEngineModule extends TwitterModule { - @Provides - @Singleton - @Named(ModuleNames.TwhinCollabFilterSimilarityEngine) - def providesTwhinCollabFilterLookupSimilarityEngineModule( - @Named(ModuleNames.TwhinCollabFilterStratoStoreForFollow) - twhinCollabFilterStratoStoreForFollow: ReadableStore[Long, Seq[TweetId]], - @Named(ModuleNames.TwhinCollabFilterStratoStoreForEngagement) - twhinCollabFilterStratoStoreForEngagement: ReadableStore[Long, Seq[TweetId]], - @Named(ModuleNames.TwhinMultiClusterStratoStoreForFollow) - twhinMultiClusterStratoStoreForFollow: ReadableStore[Long, Seq[TweetId]], - @Named(ModuleNames.TwhinMultiClusterStratoStoreForEngagement) - twhinMultiClusterStratoStoreForEngagement: ReadableStore[Long, Seq[TweetId]], - timeoutConfig: TimeoutConfig, - globalStats: StatsReceiver - ): LookupSimilarityEngine[Query, TweetWithScore] = { - val versionedStoreMap = Map( - ModelConfig.TwhinCollabFilterForFollow -> TwhinCollabFilterSimilarityEngine( - twhinCollabFilterStratoStoreForFollow, - globalStats), - ModelConfig.TwhinCollabFilterForEngagement -> TwhinCollabFilterSimilarityEngine( - twhinCollabFilterStratoStoreForEngagement, - globalStats), - ModelConfig.TwhinMultiClusterForFollow -> TwhinCollabFilterSimilarityEngine( - twhinMultiClusterStratoStoreForFollow, - globalStats), - ModelConfig.TwhinMultiClusterForEngagement -> TwhinCollabFilterSimilarityEngine( - twhinMultiClusterStratoStoreForEngagement, - globalStats), - ) - - new LookupSimilarityEngine[Query, TweetWithScore]( - versionedStoreMap = versionedStoreMap, - identifier = SimilarityEngineType.TwhinCollabFilter, - globalStats = globalStats, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.similarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = None, - enableFeatureSwitch = None - ) - ) - ) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/UserTweetEntityGraphSimilarityEngineModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/similarity_engine/UserTweetEntityGraphSimilarityEngineModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..39b87230a61994d195df8e485fd335734b0b42f0 GIT binary 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com.twitter.cr_mixer.param.decider.DeciderConstants -import com.twitter.cr_mixer.similarity_engine.UserTweetEntityGraphSimilarityEngine -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.DeciderConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.GatingConfig -import com.twitter.cr_mixer.similarity_engine.SimilarityEngine.SimilarityEngineConfig -import com.twitter.cr_mixer.similarity_engine.StandardSimilarityEngine -import com.twitter.cr_mixer.thriftscala.SimilarityEngineType -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.inject.TwitterModule -import com.twitter.recos.user_tweet_entity_graph.thriftscala.UserTweetEntityGraph -import javax.inject.Named -import javax.inject.Singleton - -object UserTweetEntityGraphSimilarityEngineModule extends TwitterModule { - - @Provides - @Singleton - @Named(ModuleNames.UserTweetEntityGraphSimilarityEngine) - def providesUserTweetEntityGraphSimilarityEngine( - userTweetEntityGraphService: UserTweetEntityGraph.MethodPerEndpoint, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - decider: CrMixerDecider - ): StandardSimilarityEngine[ - UserTweetEntityGraphSimilarityEngine.Query, - TweetWithScoreAndSocialProof - ] = { - new StandardSimilarityEngine[ - UserTweetEntityGraphSimilarityEngine.Query, - TweetWithScoreAndSocialProof - ]( - implementingStore = - UserTweetEntityGraphSimilarityEngine(userTweetEntityGraphService, statsReceiver), - identifier = SimilarityEngineType.Uteg, - globalStats = statsReceiver, - engineConfig = SimilarityEngineConfig( - timeout = timeoutConfig.utegSimilarityEngineTimeout, - gatingConfig = GatingConfig( - deciderConfig = Some( - DeciderConfig(decider, DeciderConstants.enableUserTweetEntityGraphTrafficDeciderKey)), - enableFeatureSwitch = None - ) - ), - // We cannot use the key to cache anything in UTEG because the key contains a long list of userIds - memCacheConfig = None - ) - } -} diff --git 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com.twitter.cr_mixer.module.core.TimeoutConfigModule.EarlybirdClientTimeoutFlagName -import com.twitter.finagle.service.RetryBudget -import com.twitter.util.Duration -import org.apache.thrift.protocol.TCompactProtocol - -object EarlybirdSearchClientModule - extends ThriftMethodBuilderClientModule[ - EarlybirdService.ServicePerEndpoint, - EarlybirdService.MethodPerEndpoint - ] - with MtlsClient { - - override def label: String = "earlybird" - override def dest: String = "/s/earlybird-root-superroot/root-superroot" - private val requestTimeoutFlag: Flag[Duration] = - flag[Duration](EarlybirdClientTimeoutFlagName, "Earlybird client timeout") - override protected def requestTimeout: Duration = requestTimeoutFlag() - - override def retryBudget: RetryBudget = RetryBudget.Empty - - override def configureThriftMuxClient( - injector: Injector, - client: ThriftMux.Client - ): ThriftMux.Client = { - super - .configureThriftMuxClient(injector, client) - .withProtocolFactory(new TCompactProtocol.Factory()) - .withSessionQualifier - .successRateFailureAccrual(successRate = 0.9, window = 30.seconds) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/FrsClientModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/FrsClientModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..9206a1b01a3494f048a9f0e1a117e9d1771706fb GIT binary patch literal 37286 zcmagEWmsIvwm*z(a1HM6?hb+A?h-U;Bf+8Z;O_43?(QCfy9EgZcmH>0=A1Kg?!E8( zW%tunwSKbJ?yB0mOGy?I3KI+r3=S+Mg1`G@X)T%2Eu=`?W_r*}n z-QLVepUKVErZG`oaa9EM>)8ud60;DAr#K2$*^WJpJwq&>M0NTNkMYX>yYMo%0R}+=4xWtLReuic~8Dz0n{(2tMsX6zaWGt!7qVz7|+#pO% zONQ6`X)bV<-I{(rL-e3Cu^b)$M6Cy~DC){+4Rqq6AUGAlG3b!${2A`t4sv@nm7@{r zUHZ>^V@fVB6F#nF58}R(SuaaWR2rGq=?HCpJSm|@=ju{ljT+(xoN8Sr>FXUW)E(+p zdkc}>h7bX$-+$QlFu9IvvLC_Jl}22v>TIA}1^qYySO-$o%pO8!X};O<=NzwU(0}gG z(T-B{wmb@u#`CxnN6t9z@u#J(C)H1YNn`7XuJj7L>%Y6BEsUlRdRPiExSN}mx1CV; 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-import com.twitter.finagle.stats.StatsReceiver -import com.twitter.finatra.mtls.thriftmux.modules.MtlsClient -import com.twitter.follow_recommendations.thriftscala.FollowRecommendationsThriftService -import com.twitter.inject.Injector -import com.twitter.inject.thrift.modules.ThriftMethodBuilderClientModule -import com.twitter.util.Duration - -object FrsClientModule - extends ThriftMethodBuilderClientModule[ - FollowRecommendationsThriftService.ServicePerEndpoint, - FollowRecommendationsThriftService.MethodPerEndpoint - ] - with MtlsClient { - - override def label: String = "follow-recommendations-service" - override def dest: String = "/s/follow-recommendations/follow-recos-service" - - private val frsSignalFetchTimeout: Flag[Duration] = - flag[Duration](FrsClientTimeoutFlagName, "FRS signal fetch client timeout") - override def requestTimeout: Duration = frsSignalFetchTimeout() - - override def retryBudget: RetryBudget = RetryBudget.Empty - - override def configureThriftMuxClient( - injector: Injector, - client: ThriftMux.Client - ): ThriftMux.Client = { - super - .configureThriftMuxClient(injector, client) - .withStatsReceiver(injector.instance[StatsReceiver].scope("clnt")) - .withSessionQualifier - .successRateFailureAccrual(successRate = 0.9, window = 30.seconds) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/HydraPartitionClientModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/HydraPartitionClientModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..ed3d8103914fd4f4719eeeb0f67903c66c971fa6 GIT binary patch literal 37014 zcmagFWmp{Bwl<1ua1HM6?hb+A?(W*Sy95aC!QI{6-66PJkU((vud`(Dwf8ya-ao~| zoMXH)M%Ap@)zu2p;1K8_ARsUx-@b8bR4Nt5C4qu~j6s2bpaDm4wlFgrIsZ3@aG4iYFaY9 zKTdOiGVRs$^XQ|7oQvdW1tw`cf<#kR#;BnZ4u!xd@sB}q&2wuixOT%Gk8s;)HhMpVhk&Yk z$(PQeeV4VsJYyNUWNPi#B>V!D?l{9|uP6B8@{eKyy)R3}8~cJ|_au4G=(2hs3jfhX 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a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/HydraPartitionClientModule.scala +++ /dev/null @@ -1,25 +0,0 @@ -package com.twitter.cr_mixer.module.thrift_client - -import com.twitter.conversions.DurationOps._ -import com.twitter.finagle.thriftmux.MethodBuilder -import com.twitter.finatra.mtls.thriftmux.modules.MtlsClient -import com.twitter.inject.Injector -import com.twitter.inject.thrift.modules.ThriftMethodBuilderClientModule -import com.twitter.hydra.partition.{thriftscala => ht} - -object HydraPartitionClientModule - extends ThriftMethodBuilderClientModule[ - ht.HydraPartition.ServicePerEndpoint, - ht.HydraPartition.MethodPerEndpoint - ] - with MtlsClient { - override def label: String = "hydra-partition" - - override def dest: String = "/s/hydra/hydra-partition" - - override protected def configureMethodBuilder( - injector: Injector, - methodBuilder: MethodBuilder - ): MethodBuilder = methodBuilder.withTimeoutTotal(500.milliseconds) - -} diff --git 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F@c_UFHe~<+ literal 0 HcmV?d00001 diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/HydraRootClientModule.scala b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/HydraRootClientModule.scala deleted file mode 100644 index 28d5b1767..000000000 --- a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/HydraRootClientModule.scala +++ /dev/null @@ -1,25 +0,0 @@ -package com.twitter.cr_mixer.module.thrift_client - -import com.twitter.conversions.DurationOps._ -import com.twitter.finagle.thriftmux.MethodBuilder -import com.twitter.finatra.mtls.thriftmux.modules.MtlsClient -import com.twitter.hydra.root.{thriftscala => ht} -import com.twitter.inject.Injector -import com.twitter.inject.thrift.modules.ThriftMethodBuilderClientModule - -object HydraRootClientModule - extends ThriftMethodBuilderClientModule[ - ht.HydraRoot.ServicePerEndpoint, - ht.HydraRoot.MethodPerEndpoint - ] - with MtlsClient { - override def label: String = "hydra-root" - - override def dest: String = "/s/hydra/hydra-root" - - override protected def configureMethodBuilder( - injector: Injector, - methodBuilder: MethodBuilder - ): MethodBuilder = methodBuilder.withTimeoutTotal(500.milliseconds) - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/QigServiceClientModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/QigServiceClientModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..1bae5f66b3d004e78ac0510ca9f35de8a3f42e8f GIT binary patch literal 37239 zcmagEWmp}_wm*z(a1HM6?hb+A?h@QL5*#)j+%34fySsY`?iM5v-2J~ZGv}O{bMJlM zFU><$t)HybyQ;dolw={HFu}mU;K06q<<_cHDU3@32Ll^}0RzJTwd#rk>_3~?e>PO} za4>V$XL7f*ZA_9^Topn6a`u9i%q&FWC60nsw&OtKzz~NgQJsFnqrJp@A_wtsH^CRC zKBE)@!xWd1dgnv5S|`}$-9)7;E^(r-pP`vg23hQ#zn;f*YR%3Ov&|S!q<)LLEKL=>t%_FN+Z)I9ih#i=WCeJxw_OBqlWka=UUfE`g$h|b;r8Z z-a=&eAw&S`_aAmWOm5?v>_;$lrIFXFIveQL!9Pv_HbGQ1vxksbns4^}ImfFS^p+hu 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com.twitter.finagle.mux.ClientDiscardedRequestException -import com.twitter.finagle.service.ReqRep -import com.twitter.finagle.service.ResponseClass -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.finatra.mtls.thriftmux.modules.MtlsClient -import com.twitter.inject.Injector -import com.twitter.inject.thrift.modules.ThriftMethodBuilderClientModule -import com.twitter.qig_ranker.thriftscala.QigRanker -import com.twitter.util.Duration -import com.twitter.util.Throw - -object QigServiceClientModule - extends ThriftMethodBuilderClientModule[ - QigRanker.ServicePerEndpoint, - QigRanker.MethodPerEndpoint - ] - with MtlsClient { - override val label: String = "qig-ranker" - override val dest: String = "/s/qig-shared/qig-ranker" - private val qigRankerClientTimeout: Flag[Duration] = - flag[Duration](QigRankerClientTimeoutFlagName, "ranking timeout") - - override def requestTimeout: Duration = qigRankerClientTimeout() - - override def configureThriftMuxClient( - injector: Injector, - client: ThriftMux.Client - ): ThriftMux.Client = - super - .configureThriftMuxClient(injector, client) - .withStatsReceiver(injector.instance[StatsReceiver].scope("clnt")) - .withResponseClassifier { - case ReqRep(_, Throw(_: ClientDiscardedRequestException)) => ResponseClass.Ignorable - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/SimClustersAnnServiceClientModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/SimClustersAnnServiceClientModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..a94778ebe30c1acd0d4885c760ae49306dc2f971 GIT binary patch literal 37535 zcmagEWmp}_wm*z(a1HM6?hb+A?h-WUMuNk}gS)%CI|O&P;BG+z!QKBmGjq)8ud60;DAr#K2$*^WJpJwq&>M0NTNkMYX>yYMo%GR}+=4xWtLReuic~8Dz0n{(2tMsX6zaWGt!7qVz7|+yG2X zONQ6`DK2o9-I_i=L-e3Cu^b)$M6Cy~DC){+4RqqcAUGAlQRtBB{2A`tc5-_)m7`(m zUHZ>^qe?C><36rr58}R(SuaaWR2rGq=?LHacv3=*&ef&98a2fAJJq^O(APU!s5{iH 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com.twitter.finagle.stats.StatsReceiver -import com.twitter.finagle.thrift.ClientId -import com.twitter.inject.TwitterModule -import com.twitter.simclustersann.{thriftscala => t} -import javax.inject.Named -import javax.inject.Singleton - -object SimClustersAnnServiceClientModule extends TwitterModule { - - @Provides - @Singleton - @Named(ModuleNames.ProdSimClustersANNServiceClientName) - def providesProdSimClustersANNServiceClient( - serviceIdentifier: ServiceIdentifier, - clientId: ClientId, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - ): t.SimClustersANNService.MethodPerEndpoint = { - val label = "simclusters-ann-server" - val dest = "/s/simclusters-ann/simclusters-ann" - - buildClient(serviceIdentifier, clientId, timeoutConfig, statsReceiver, dest, label) - } - - @Provides - @Singleton - @Named(ModuleNames.ExperimentalSimClustersANNServiceClientName) - def providesExperimentalSimClustersANNServiceClient( - serviceIdentifier: ServiceIdentifier, - clientId: ClientId, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - ): t.SimClustersANNService.MethodPerEndpoint = { - val label = "simclusters-ann-experimental-server" - val dest = "/s/simclusters-ann/simclusters-ann-experimental" - - buildClient(serviceIdentifier, clientId, timeoutConfig, statsReceiver, dest, label) - } - - @Provides - @Singleton - @Named(ModuleNames.SimClustersANNServiceClientName1) - def providesSimClustersANNServiceClient1( - serviceIdentifier: ServiceIdentifier, - clientId: ClientId, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - ): t.SimClustersANNService.MethodPerEndpoint = { - val label = "simclusters-ann-server-1" - val dest = "/s/simclusters-ann/simclusters-ann-1" - - buildClient(serviceIdentifier, clientId, timeoutConfig, statsReceiver, dest, label) - } - - @Provides - @Singleton - @Named(ModuleNames.SimClustersANNServiceClientName2) - def providesSimClustersANNServiceClient2( - serviceIdentifier: ServiceIdentifier, - clientId: ClientId, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - ): t.SimClustersANNService.MethodPerEndpoint = { - val label = "simclusters-ann-server-2" - val dest = "/s/simclusters-ann/simclusters-ann-2" - - buildClient(serviceIdentifier, clientId, timeoutConfig, statsReceiver, dest, label) - } - - @Provides - @Singleton - @Named(ModuleNames.SimClustersANNServiceClientName3) - def providesSimClustersANNServiceClient3( - serviceIdentifier: ServiceIdentifier, - clientId: ClientId, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - ): t.SimClustersANNService.MethodPerEndpoint = { - val label = "simclusters-ann-server-3" - val dest = "/s/simclusters-ann/simclusters-ann-3" - - buildClient(serviceIdentifier, clientId, timeoutConfig, statsReceiver, dest, label) - } - - @Provides - @Singleton - @Named(ModuleNames.SimClustersANNServiceClientName5) - def providesSimClustersANNServiceClient5( - serviceIdentifier: ServiceIdentifier, - clientId: ClientId, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - ): t.SimClustersANNService.MethodPerEndpoint = { - val label = "simclusters-ann-server-5" - val dest = "/s/simclusters-ann/simclusters-ann-5" - - buildClient(serviceIdentifier, clientId, timeoutConfig, statsReceiver, dest, label) - } - - @Provides - @Singleton - @Named(ModuleNames.SimClustersANNServiceClientName4) - def providesSimClustersANNServiceClient4( - serviceIdentifier: ServiceIdentifier, - clientId: ClientId, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - ): t.SimClustersANNService.MethodPerEndpoint = { - val label = "simclusters-ann-server-4" - val dest = "/s/simclusters-ann/simclusters-ann-4" - - buildClient(serviceIdentifier, clientId, timeoutConfig, statsReceiver, dest, label) - } - private def buildClient( - serviceIdentifier: ServiceIdentifier, - clientId: ClientId, - timeoutConfig: TimeoutConfig, - statsReceiver: StatsReceiver, - dest: String, - label: String - ): t.SimClustersANNService.MethodPerEndpoint = { - val stats = statsReceiver.scope("clnt") - - val thriftClient = ThriftMux.client - .withMutualTls(serviceIdentifier) - .withClientId(clientId) - .withLabel(label) - .withStatsReceiver(stats) - .methodBuilder(dest) - .idempotent(5.percent) - .withTimeoutPerRequest(timeoutConfig.annServiceClientTimeout) - .withRetryDisabled - .servicePerEndpoint[t.SimClustersANNService.ServicePerEndpoint] - - ThriftMux.Client.methodPerEndpoint(thriftClient) - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/TweetyPieClientModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/TweetyPieClientModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..8c905f6376e1e8d2993c4d38d8dcded7fb5c19b6 GIT binary patch literal 37535 zcmagEWmsIvwm*!!dvJGm2`+))?ruRFcbDMq?(Po3-66PpkU((ve`jXSIWyqx8$e883cGPzCakyeN8MoY;%S@*-V2}3`ykV*{ 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zk`4UJn%JZ=7Bpfd{u_6EJ7gc=&B!Fe3>qHiV3;w(JYsFo(uq@nE!0!MF*i`R0|pv^ zVhjw?&cMOo)Vz}TkjjG8;#g4Y4BdcAHE)L>K&AJ9AFhD<05~ja_ahffPX0+oa(ak}hCq6Li^V;sCKkz7<3cRCn69gs8>KuK$(_6*N;AGjL^TU3aTG{3>n=B z^!_)(h|P^yd*kQ^pm%f;26Q(e8-T6bi*6Qr-w|O}OEa=rs69z^Q_#Cw2vcUaKtlzk m STweetyPie} -import com.twitter.tweetypie.thriftscala.TweetService -import com.twitter.util.Duration -import com.twitter.util.Throw -import javax.inject.Singleton - -object TweetyPieClientModule - extends ThriftMethodBuilderClientModule[ - TweetService.ServicePerEndpoint, - TweetService.MethodPerEndpoint - ] - with MtlsClient { - - override val label = "tweetypie" - override val dest = "/s/tweetypie/tweetypie" - - private val tweetypieClientTimeout: Flag[Duration] = - flag[Duration](TweetypieClientTimeoutFlagName, "tweetypie client timeout") - override def requestTimeout: Duration = tweetypieClientTimeout() - - override def retryBudget: RetryBudget = RetryBudget.Empty - - // We bump the success rate from the default of 0.8 to 0.9 since we're dropping the - // consecutive failures part of the default policy. - override def configureThriftMuxClient( - injector: Injector, - client: ThriftMux.Client - ): ThriftMux.Client = - super - .configureThriftMuxClient(injector, client) - .withStatsReceiver(injector.instance[StatsReceiver].scope("clnt")) - .withSessionQualifier - .successRateFailureAccrual(successRate = 0.9, window = 30.seconds) - .withResponseClassifier { - case ReqRep(_, Throw(_: ClientDiscardedRequestException)) => ResponseClass.Ignorable - } - - @Provides - @Singleton - def providesTweetyPie( - tweetyPieService: TweetService.MethodPerEndpoint - ): STweetyPie = { - STweetyPie(tweetyPieService) - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/UserAdGraphClientModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/UserAdGraphClientModule.docx new file mode 100644 index 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com.twitter.finagle.mtls.authentication.ServiceIdentifier -import com.twitter.finagle.mtls.client.MtlsStackClient.MtlsThriftMuxClientSyntax -import com.twitter.finagle.mux.ClientDiscardedRequestException -import com.twitter.finagle.service.ReqRep -import com.twitter.finagle.service.ResponseClass -import com.twitter.finagle.service.RetryBudget -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.finatra.mtls.thriftmux.modules.MtlsClient -import com.twitter.inject.Injector -import com.twitter.inject.thrift.modules.ThriftMethodBuilderClientModule -import com.twitter.recos.user_ad_graph.thriftscala.UserAdGraph -import com.twitter.util.Duration -import com.twitter.util.Throw - -object UserAdGraphClientModule - extends ThriftMethodBuilderClientModule[ - UserAdGraph.ServicePerEndpoint, - UserAdGraph.MethodPerEndpoint - ] - with MtlsClient { - - override val label = "user-ad-graph" - override val dest = "/s/user-tweet-graph/user-ad-graph" - private val userAdGraphClientTimeout: Flag[Duration] = - flag[Duration](UserAdGraphClientTimeoutFlagName, "userAdGraph client timeout") - override def requestTimeout: Duration = userAdGraphClientTimeout() - - override def retryBudget: RetryBudget = RetryBudget.Empty - - override def configureThriftMuxClient( - injector: Injector, - client: ThriftMux.Client - ): ThriftMux.Client = - super - .configureThriftMuxClient(injector, client) - .withMutualTls(injector.instance[ServiceIdentifier]) - .withStatsReceiver(injector.instance[StatsReceiver].scope("clnt")) - .withResponseClassifier { - case ReqRep(_, Throw(_: ClientDiscardedRequestException)) => ResponseClass.Ignorable - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/UserTweetEntityGraphClientModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/UserTweetEntityGraphClientModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..f4b254b8e94c352193eea71c11523435e1151730 GIT 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com.twitter.cr_mixer.module.core.TimeoutConfigModule.UtegClientTimeoutFlagName -import com.twitter.finagle.ThriftMux -import com.twitter.finagle.mux.ClientDiscardedRequestException -import com.twitter.finagle.service.ReqRep -import com.twitter.finagle.service.ResponseClass -import com.twitter.finagle.service.RetryBudget -import com.twitter.finagle.stats.StatsReceiver -import com.twitter.finatra.mtls.thriftmux.modules.MtlsClient -import com.twitter.inject.Injector -import com.twitter.inject.thrift.modules.ThriftMethodBuilderClientModule -import com.twitter.recos.user_tweet_entity_graph.thriftscala.UserTweetEntityGraph -import com.twitter.util.Duration -import com.twitter.util.Throw - -object UserTweetEntityGraphClientModule - extends ThriftMethodBuilderClientModule[ - UserTweetEntityGraph.ServicePerEndpoint, - UserTweetEntityGraph.MethodPerEndpoint - ] - with MtlsClient { - - override val label = "user-tweet-entity-graph" - override val dest = "/s/cassowary/user_tweet_entity_graph" - private val userTweetEntityGraphClientTimeout: Flag[Duration] = - flag[Duration](UtegClientTimeoutFlagName, "user tweet entity graph client timeout") - override def requestTimeout: Duration = userTweetEntityGraphClientTimeout() - - override def retryBudget: RetryBudget = RetryBudget.Empty - - override def configureThriftMuxClient( - injector: Injector, - client: ThriftMux.Client - ): ThriftMux.Client = - super - .configureThriftMuxClient(injector, client) - .withStatsReceiver(injector.instance[StatsReceiver].scope("clnt")) - .withResponseClassifier { - case ReqRep(_, Throw(_: ClientDiscardedRequestException)) => ResponseClass.Ignorable - } - -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/UserTweetGraphClientModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/UserTweetGraphClientModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..df880db1c46cf311ba86a4b05f8568a0ef97504a GIT binary 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com.twitter.finatra.mtls.thriftmux.modules.MtlsClient -import com.twitter.inject.Injector -import com.twitter.inject.thrift.modules.ThriftMethodBuilderClientModule -import com.twitter.recos.user_tweet_graph.thriftscala.UserTweetGraph -import com.twitter.util.Duration -import com.twitter.util.Throw -import com.twitter.cr_mixer.module.core.TimeoutConfigModule.UserTweetGraphClientTimeoutFlagName -import com.twitter.finagle.service.RetryBudget - -object UserTweetGraphClientModule - extends ThriftMethodBuilderClientModule[ - UserTweetGraph.ServicePerEndpoint, - UserTweetGraph.MethodPerEndpoint - ] - with MtlsClient { - - override val label = "user-tweet-graph" - override val dest = "/s/user-tweet-graph/user-tweet-graph" - private val userTweetGraphClientTimeout: Flag[Duration] = - flag[Duration](UserTweetGraphClientTimeoutFlagName, "userTweetGraph client timeout") - override def requestTimeout: Duration = userTweetGraphClientTimeout() - - override def retryBudget: RetryBudget = RetryBudget.Empty - - override def configureThriftMuxClient( - injector: Injector, - client: ThriftMux.Client - ): ThriftMux.Client = - super - .configureThriftMuxClient(injector, client) - .withStatsReceiver(injector.instance[StatsReceiver].scope("clnt")) - .withResponseClassifier { - case ReqRep(_, Throw(_: ClientDiscardedRequestException)) => ResponseClass.Ignorable - } -} diff --git a/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/UserTweetGraphPlusClientModule.docx b/cr-mixer/server/src/main/scala/com/twitter/cr_mixer/module/thrift_client/UserTweetGraphPlusClientModule.docx new file mode 100644 index 0000000000000000000000000000000000000000..6bb845ebdc841d7ee2b3fc8b27ac24605de36a35 GIT binary patch literal 37305 zcmagFWmsIvwm*z(a1HM6?hXNhyF+kqBser4+%34f26uNSxH}{e-2LB~nRCv}x%a;B zm(4>}t)Hy5yQ=o?YNd~mP?%s~U~phxzjA9;suad0frEjK!hnHcfLe9M0rsEG>^~c- zc{rFk>od9A*)}A}E3S&5emQ%=N@f-!@e)VDD%)|OabSqUlc-L=;n7}VK9PfXxEtpS 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